2022/07/26 17:24:15 - mmengine - INFO - Checkpoints will be saved to /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb by HardDiskBackend. 2022/07/26 17:25:23 - mmengine - INFO - Epoch(train) [1][20/3757] lr: 1.0000e-02 eta: 26 days, 17:21:35 time: 3.4143 data_time: 2.9485 memory: 17007 grad_norm: 36.4543 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 6.0090 loss: 6.0090 2022/07/26 17:25:31 - mmengine - INFO - Epoch(train) [1][40/3757] lr: 1.0000e-02 eta: 14 days, 21:47:19 time: 0.3952 data_time: 0.0179 memory: 17007 grad_norm: 9.0294 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 6.0948 loss: 6.0948 2022/07/26 17:25:39 - mmengine - INFO - Epoch(train) [1][60/3757] lr: 1.0000e-02 eta: 10 days, 22:51:28 time: 0.3887 data_time: 0.0116 memory: 17007 grad_norm: 4.7460 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 6.0209 loss: 6.0209 2022/07/26 17:25:47 - mmengine - INFO - Epoch(train) [1][80/3757] lr: 1.0000e-02 eta: 8 days, 23:42:10 time: 0.3954 data_time: 0.0159 memory: 17007 grad_norm: 3.4407 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 6.0995 loss: 6.0995 2022/07/26 17:25:54 - mmengine - INFO - Epoch(train) [1][100/3757] lr: 1.0000e-02 eta: 7 days, 19:08:33 time: 0.3883 data_time: 0.0127 memory: 17007 grad_norm: 2.8931 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.9859 loss: 5.9859 2022/07/26 17:26:08 - mmengine - INFO - Epoch(train) [1][120/3757] lr: 1.0000e-02 eta: 7 days, 8:47:55 time: 0.6661 data_time: 0.2880 memory: 17007 grad_norm: 2.6344 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 6.0410 loss: 6.0410 2022/07/26 17:26:16 - mmengine - INFO - Epoch(train) [1][140/3757] lr: 1.0000e-02 eta: 6 days, 18:13:03 time: 0.3981 data_time: 0.0146 memory: 17007 grad_norm: 2.4367 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 6.0022 loss: 6.0022 2022/07/26 17:26:23 - mmengine - INFO - Epoch(train) [1][160/3757] lr: 1.0000e-02 eta: 6 days, 7:02:01 time: 0.3875 data_time: 0.0118 memory: 17007 grad_norm: 2.2978 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.9449 loss: 5.9449 2022/07/26 17:26:31 - mmengine - INFO - Epoch(train) [1][180/3757] lr: 1.0000e-02 eta: 5 days, 22:24:25 time: 0.3910 data_time: 0.0139 memory: 17007 grad_norm: 2.1523 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.9918 loss: 5.9918 2022/07/26 17:26:39 - mmengine - INFO - Epoch(train) [1][200/3757] lr: 1.0000e-02 eta: 5 days, 15:27:25 time: 0.3884 data_time: 0.0140 memory: 17007 grad_norm: 2.1201 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.9104 loss: 5.9104 2022/07/26 17:26:47 - mmengine - INFO - Epoch(train) [1][220/3757] lr: 1.0000e-02 eta: 5 days, 9:59:30 time: 0.4014 data_time: 0.0164 memory: 17007 grad_norm: 2.0160 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.9422 loss: 5.9422 2022/07/26 17:26:55 - mmengine - INFO - Epoch(train) [1][240/3757] lr: 1.0000e-02 eta: 5 days, 5:14:26 time: 0.3889 data_time: 0.0150 memory: 17007 grad_norm: 1.9795 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.8925 loss: 5.8925 2022/07/26 17:27:03 - mmengine - INFO - Epoch(train) [1][260/3757] lr: 1.0000e-02 eta: 5 days, 1:13:05 time: 0.3887 data_time: 0.0147 memory: 17007 grad_norm: 2.0192 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.9495 loss: 5.9495 2022/07/26 17:27:10 - mmengine - INFO - Epoch(train) [1][280/3757] lr: 1.0000e-02 eta: 4 days, 21:49:17 time: 0.3925 data_time: 0.0135 memory: 17007 grad_norm: 2.0391 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.9830 loss: 5.9830 2022/07/26 17:27:18 - mmengine - INFO - Epoch(train) [1][300/3757] lr: 1.0000e-02 eta: 4 days, 18:48:45 time: 0.3874 data_time: 0.0148 memory: 17007 grad_norm: 2.0953 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.8561 loss: 5.8561 2022/07/26 17:27:26 - mmengine - INFO - Epoch(train) [1][320/3757] lr: 1.0000e-02 eta: 4 days, 16:20:36 time: 0.4013 data_time: 0.0143 memory: 17007 grad_norm: 2.0948 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.9219 loss: 5.9219 2022/07/26 17:27:34 - mmengine - INFO - Epoch(train) [1][340/3757] lr: 1.0000e-02 eta: 4 days, 14:01:40 time: 0.3890 data_time: 0.0148 memory: 17007 grad_norm: 2.0857 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.9517 loss: 5.9517 2022/07/26 17:27:42 - mmengine - INFO - Epoch(train) [1][360/3757] lr: 1.0000e-02 eta: 4 days, 11:57:26 time: 0.3878 data_time: 0.0116 memory: 17007 grad_norm: 2.1699 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.8795 loss: 5.8795 2022/07/26 17:27:50 - mmengine - INFO - Epoch(train) [1][380/3757] lr: 1.0000e-02 eta: 4 days, 10:08:30 time: 0.3916 data_time: 0.0149 memory: 17007 grad_norm: 2.1312 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.8507 loss: 5.8507 2022/07/26 17:27:57 - mmengine - INFO - Epoch(train) [1][400/3757] lr: 1.0000e-02 eta: 4 days, 8:28:52 time: 0.3888 data_time: 0.0133 memory: 17007 grad_norm: 2.3100 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.9165 loss: 5.9165 2022/07/26 17:28:05 - mmengine - INFO - Epoch(train) [1][420/3757] lr: 1.0000e-02 eta: 4 days, 7:06:48 time: 0.4039 data_time: 0.0161 memory: 17007 grad_norm: 2.2045 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.8730 loss: 5.8730 2022/07/26 17:28:13 - mmengine - INFO - Epoch(train) [1][440/3757] lr: 1.0000e-02 eta: 4 days, 5:44:26 time: 0.3887 data_time: 0.0139 memory: 17007 grad_norm: 2.1919 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.8841 loss: 5.8841 2022/07/26 17:28:21 - mmengine - INFO - Epoch(train) [1][460/3757] lr: 1.0000e-02 eta: 4 days, 4:30:07 time: 0.3906 data_time: 0.0149 memory: 17007 grad_norm: 2.1416 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.7723 loss: 5.7723 2022/07/26 17:28:29 - mmengine - INFO - Epoch(train) [1][480/3757] lr: 1.0000e-02 eta: 4 days, 3:21:48 time: 0.3902 data_time: 0.0164 memory: 17007 grad_norm: 2.0840 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.9320 loss: 5.9320 2022/07/26 17:28:37 - mmengine - INFO - Epoch(train) [1][500/3757] lr: 1.0000e-02 eta: 4 days, 2:18:15 time: 0.3887 data_time: 0.0143 memory: 17007 grad_norm: 2.0909 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.8011 loss: 5.8011 2022/07/26 17:28:44 - mmengine - INFO - Epoch(train) [1][520/3757] lr: 1.0000e-02 eta: 4 days, 1:19:02 time: 0.3874 data_time: 0.0142 memory: 17007 grad_norm: 2.2169 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.7632 loss: 5.7632 2022/07/26 17:28:52 - mmengine - INFO - Epoch(train) [1][540/3757] lr: 1.0000e-02 eta: 4 days, 0:25:20 time: 0.3901 data_time: 0.0161 memory: 17007 grad_norm: 2.2197 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.7815 loss: 5.7815 2022/07/26 17:29:00 - mmengine - INFO - Epoch(train) [1][560/3757] lr: 1.0000e-02 eta: 3 days, 23:34:31 time: 0.3878 data_time: 0.0131 memory: 17007 grad_norm: 2.2136 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.7490 loss: 5.7490 2022/07/26 17:29:08 - mmengine - INFO - Epoch(train) [1][580/3757] lr: 1.0000e-02 eta: 3 days, 22:49:19 time: 0.3933 data_time: 0.0163 memory: 17007 grad_norm: 2.3056 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.8210 loss: 5.8210 2022/07/26 17:29:16 - mmengine - INFO - Epoch(train) [1][600/3757] lr: 1.0000e-02 eta: 3 days, 22:05:27 time: 0.3888 data_time: 0.0126 memory: 17007 grad_norm: 2.1665 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.7311 loss: 5.7311 2022/07/26 17:29:24 - mmengine - INFO - Epoch(train) [1][620/3757] lr: 1.0000e-02 eta: 3 days, 21:29:34 time: 0.4030 data_time: 0.0192 memory: 17007 grad_norm: 2.1108 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.8024 loss: 5.8024 2022/07/26 17:29:31 - mmengine - INFO - Epoch(train) [1][640/3757] lr: 1.0000e-02 eta: 3 days, 20:51:25 time: 0.3902 data_time: 0.0133 memory: 17007 grad_norm: 2.1553 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.6698 loss: 5.6698 2022/07/26 17:29:39 - mmengine - INFO - Epoch(train) [1][660/3757] lr: 1.0000e-02 eta: 3 days, 20:17:48 time: 0.3967 data_time: 0.0157 memory: 17007 grad_norm: 2.2085 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.7582 loss: 5.7582 2022/07/26 17:29:47 - mmengine - INFO - Epoch(train) [1][680/3757] lr: 1.0000e-02 eta: 3 days, 19:44:20 time: 0.3912 data_time: 0.0142 memory: 17007 grad_norm: 2.1027 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.8396 loss: 5.8396 2022/07/26 17:29:55 - mmengine - INFO - Epoch(train) [1][700/3757] lr: 1.0000e-02 eta: 3 days, 19:12:24 time: 0.3901 data_time: 0.0157 memory: 17007 grad_norm: 2.1696 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.7456 loss: 5.7456 2022/07/26 17:30:03 - mmengine - INFO - Epoch(train) [1][720/3757] lr: 1.0000e-02 eta: 3 days, 18:41:48 time: 0.3887 data_time: 0.0131 memory: 17007 grad_norm: 2.3084 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.7226 loss: 5.7226 2022/07/26 17:30:11 - mmengine - INFO - Epoch(train) [1][740/3757] lr: 1.0000e-02 eta: 3 days, 18:13:05 time: 0.3895 data_time: 0.0146 memory: 17007 grad_norm: 2.2490 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.8059 loss: 5.8059 2022/07/26 17:30:20 - mmengine - INFO - Epoch(train) [1][760/3757] lr: 1.0000e-02 eta: 3 days, 18:05:27 time: 0.4556 data_time: 0.0719 memory: 17007 grad_norm: 2.2618 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.7783 loss: 5.7783 2022/07/26 17:30:27 - mmengine - INFO - Epoch(train) [1][780/3757] lr: 1.0000e-02 eta: 3 days, 17:39:43 time: 0.3915 data_time: 0.0159 memory: 17007 grad_norm: 2.2459 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.7417 loss: 5.7417 2022/07/26 17:30:35 - mmengine - INFO - Epoch(train) [1][800/3757] lr: 1.0000e-02 eta: 3 days, 17:15:03 time: 0.3908 data_time: 0.0146 memory: 17007 grad_norm: 2.3105 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.6052 loss: 5.6052 2022/07/26 17:30:43 - mmengine - INFO - Epoch(train) [1][820/3757] lr: 1.0000e-02 eta: 3 days, 16:51:04 time: 0.3889 data_time: 0.0151 memory: 17007 grad_norm: 2.1749 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.8457 loss: 5.8457 2022/07/26 17:30:51 - mmengine - INFO - Epoch(train) [1][840/3757] lr: 1.0000e-02 eta: 3 days, 16:29:05 time: 0.3921 data_time: 0.0154 memory: 17007 grad_norm: 2.2143 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.7383 loss: 5.7383 2022/07/26 17:30:59 - mmengine - INFO - Epoch(train) [1][860/3757] lr: 1.0000e-02 eta: 3 days, 16:08:13 time: 0.3925 data_time: 0.0151 memory: 17007 grad_norm: 2.2836 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.7461 loss: 5.7461 2022/07/26 17:31:07 - mmengine - INFO - Epoch(train) [1][880/3757] lr: 1.0000e-02 eta: 3 days, 15:47:55 time: 0.3910 data_time: 0.0141 memory: 17007 grad_norm: 2.2839 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.7314 loss: 5.7314 2022/07/26 17:31:14 - mmengine - INFO - Epoch(train) [1][900/3757] lr: 1.0000e-02 eta: 3 days, 15:28:17 time: 0.3901 data_time: 0.0159 memory: 17007 grad_norm: 2.2100 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.7575 loss: 5.7575 2022/07/26 17:31:22 - mmengine - INFO - Epoch(train) [1][920/3757] lr: 1.0000e-02 eta: 3 days, 15:09:25 time: 0.3898 data_time: 0.0127 memory: 17007 grad_norm: 2.2420 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.7202 loss: 5.7202 2022/07/26 17:31:31 - mmengine - INFO - Epoch(train) [1][940/3757] lr: 1.0000e-02 eta: 3 days, 15:00:04 time: 0.4262 data_time: 0.0152 memory: 17007 grad_norm: 2.2718 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.6964 loss: 5.6964 2022/07/26 17:31:39 - mmengine - INFO - Epoch(train) [1][960/3757] lr: 1.0000e-02 eta: 3 days, 14:42:21 time: 0.3889 data_time: 0.0151 memory: 17007 grad_norm: 2.3188 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.7751 loss: 5.7751 2022/07/26 17:31:46 - mmengine - INFO - Epoch(train) [1][980/3757] lr: 1.0000e-02 eta: 3 days, 14:26:48 time: 0.3952 data_time: 0.0164 memory: 17007 grad_norm: 2.2196 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.6849 loss: 5.6849 2022/07/26 17:31:54 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 17:31:54 - mmengine - INFO - Epoch(train) [1][1000/3757] lr: 1.0000e-02 eta: 3 days, 14:10:24 time: 0.3887 data_time: 0.0125 memory: 17007 grad_norm: 2.3177 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.6948 loss: 5.6948 2022/07/26 17:32:02 - mmengine - INFO - Epoch(train) [1][1020/3757] lr: 1.0000e-02 eta: 3 days, 13:55:06 time: 0.3908 data_time: 0.0155 memory: 17007 grad_norm: 2.2885 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.6605 loss: 5.6605 2022/07/26 17:32:10 - mmengine - INFO - Epoch(train) [1][1040/3757] lr: 1.0000e-02 eta: 3 days, 13:41:36 time: 0.3963 data_time: 0.0137 memory: 17007 grad_norm: 2.4203 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.7425 loss: 5.7425 2022/07/26 17:32:18 - mmengine - INFO - Epoch(train) [1][1060/3757] lr: 1.0000e-02 eta: 3 days, 13:28:03 time: 0.3938 data_time: 0.0175 memory: 17007 grad_norm: 2.4205 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.6407 loss: 5.6407 2022/07/26 17:32:26 - mmengine - INFO - Epoch(train) [1][1080/3757] lr: 1.0000e-02 eta: 3 days, 13:15:37 time: 0.3968 data_time: 0.0121 memory: 17007 grad_norm: 2.4221 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.6626 loss: 5.6626 2022/07/26 17:32:34 - mmengine - INFO - Epoch(train) [1][1100/3757] lr: 1.0000e-02 eta: 3 days, 13:02:16 time: 0.3901 data_time: 0.0159 memory: 17007 grad_norm: 2.4981 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.6953 loss: 5.6953 2022/07/26 17:32:41 - mmengine - INFO - Epoch(train) [1][1120/3757] lr: 1.0000e-02 eta: 3 days, 12:50:04 time: 0.3935 data_time: 0.0154 memory: 17007 grad_norm: 2.3250 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.6808 loss: 5.6808 2022/07/26 17:32:49 - mmengine - INFO - Epoch(train) [1][1140/3757] lr: 1.0000e-02 eta: 3 days, 12:39:06 time: 0.3975 data_time: 0.0151 memory: 17007 grad_norm: 2.3166 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.6507 loss: 5.6507 2022/07/26 17:32:57 - mmengine - INFO - Epoch(train) [1][1160/3757] lr: 1.0000e-02 eta: 3 days, 12:27:22 time: 0.3917 data_time: 0.0149 memory: 17007 grad_norm: 2.4083 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.7228 loss: 5.7228 2022/07/26 17:33:05 - mmengine - INFO - Epoch(train) [1][1180/3757] lr: 1.0000e-02 eta: 3 days, 12:15:44 time: 0.3902 data_time: 0.0153 memory: 17007 grad_norm: 2.3490 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.6053 loss: 5.6053 2022/07/26 17:33:13 - mmengine - INFO - Epoch(train) [1][1200/3757] lr: 1.0000e-02 eta: 3 days, 12:04:21 time: 0.3895 data_time: 0.0150 memory: 17007 grad_norm: 2.5440 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.5605 loss: 5.5605 2022/07/26 17:33:21 - mmengine - INFO - Epoch(train) [1][1220/3757] lr: 1.0000e-02 eta: 3 days, 11:53:44 time: 0.3916 data_time: 0.0162 memory: 17007 grad_norm: 2.5002 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.6659 loss: 5.6659 2022/07/26 17:33:28 - mmengine - INFO - Epoch(train) [1][1240/3757] lr: 1.0000e-02 eta: 3 days, 11:43:35 time: 0.3923 data_time: 0.0146 memory: 17007 grad_norm: 2.3646 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.6786 loss: 5.6786 2022/07/26 17:33:36 - mmengine - INFO - Epoch(train) [1][1260/3757] lr: 1.0000e-02 eta: 3 days, 11:33:45 time: 0.3923 data_time: 0.0157 memory: 17007 grad_norm: 2.3785 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.6317 loss: 5.6317 2022/07/26 17:33:44 - mmengine - INFO - Epoch(train) [1][1280/3757] lr: 1.0000e-02 eta: 3 days, 11:23:43 time: 0.3894 data_time: 0.0135 memory: 17007 grad_norm: 2.3582 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.6486 loss: 5.6486 2022/07/26 17:33:52 - mmengine - INFO - Epoch(train) [1][1300/3757] lr: 1.0000e-02 eta: 3 days, 11:16:01 time: 0.4012 data_time: 0.0179 memory: 17007 grad_norm: 2.3836 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.5884 loss: 5.5884 2022/07/26 17:34:00 - mmengine - INFO - Epoch(train) [1][1320/3757] lr: 1.0000e-02 eta: 3 days, 11:06:34 time: 0.3895 data_time: 0.0139 memory: 17007 grad_norm: 2.5739 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.5731 loss: 5.5731 2022/07/26 17:34:08 - mmengine - INFO - Epoch(train) [1][1340/3757] lr: 1.0000e-02 eta: 3 days, 10:58:33 time: 0.3965 data_time: 0.0161 memory: 17007 grad_norm: 2.4057 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.7870 loss: 5.7870 2022/07/26 17:34:16 - mmengine - INFO - Epoch(train) [1][1360/3757] lr: 1.0000e-02 eta: 3 days, 10:49:37 time: 0.3895 data_time: 0.0129 memory: 17007 grad_norm: 2.2682 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.6551 loss: 5.6551 2022/07/26 17:34:23 - mmengine - INFO - Epoch(train) [1][1380/3757] lr: 1.0000e-02 eta: 3 days, 10:41:04 time: 0.3903 data_time: 0.0152 memory: 17007 grad_norm: 2.4382 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.6392 loss: 5.6392 2022/07/26 17:34:31 - mmengine - INFO - Epoch(train) [1][1400/3757] lr: 1.0000e-02 eta: 3 days, 10:33:52 time: 0.3971 data_time: 0.0126 memory: 17007 grad_norm: 2.3958 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.6023 loss: 5.6023 2022/07/26 17:34:39 - mmengine - INFO - Epoch(train) [1][1420/3757] lr: 1.0000e-02 eta: 3 days, 10:26:15 time: 0.3933 data_time: 0.0160 memory: 17007 grad_norm: 2.3014 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.6091 loss: 5.6091 2022/07/26 17:34:47 - mmengine - INFO - Epoch(train) [1][1440/3757] lr: 1.0000e-02 eta: 3 days, 10:18:15 time: 0.3895 data_time: 0.0131 memory: 17007 grad_norm: 2.2948 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.6682 loss: 5.6682 2022/07/26 17:34:55 - mmengine - INFO - Epoch(train) [1][1460/3757] lr: 1.0000e-02 eta: 3 days, 10:10:28 time: 0.3895 data_time: 0.0156 memory: 17007 grad_norm: 2.4075 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.5192 loss: 5.5192 2022/07/26 17:35:03 - mmengine - INFO - Epoch(train) [1][1480/3757] lr: 1.0000e-02 eta: 3 days, 10:03:47 time: 0.3955 data_time: 0.0159 memory: 17007 grad_norm: 2.4366 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.7138 loss: 5.7138 2022/07/26 17:35:12 - mmengine - INFO - Epoch(train) [1][1500/3757] lr: 1.0000e-02 eta: 3 days, 10:07:25 time: 0.4630 data_time: 0.0854 memory: 17007 grad_norm: 2.4460 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.6935 loss: 5.6935 2022/07/26 17:35:20 - mmengine - INFO - Epoch(train) [1][1520/3757] lr: 1.0000e-02 eta: 3 days, 10:00:44 time: 0.3939 data_time: 0.0143 memory: 17007 grad_norm: 2.4718 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.6025 loss: 5.6025 2022/07/26 17:35:28 - mmengine - INFO - Epoch(train) [1][1540/3757] lr: 1.0000e-02 eta: 3 days, 9:54:14 time: 0.3941 data_time: 0.0162 memory: 17007 grad_norm: 2.4776 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.6614 loss: 5.6614 2022/07/26 17:35:36 - mmengine - INFO - Epoch(train) [1][1560/3757] lr: 1.0000e-02 eta: 3 days, 9:47:24 time: 0.3906 data_time: 0.0146 memory: 17007 grad_norm: 2.5765 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.6302 loss: 5.6302 2022/07/26 17:35:43 - mmengine - INFO - Epoch(train) [1][1580/3757] lr: 1.0000e-02 eta: 3 days, 9:40:48 time: 0.3911 data_time: 0.0181 memory: 17007 grad_norm: 2.3380 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.6168 loss: 5.6168 2022/07/26 17:35:51 - mmengine - INFO - Epoch(train) [1][1600/3757] lr: 1.0000e-02 eta: 3 days, 9:34:28 time: 0.3918 data_time: 0.0138 memory: 17007 grad_norm: 2.4422 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.6304 loss: 5.6304 2022/07/26 17:35:59 - mmengine - INFO - Epoch(train) [1][1620/3757] lr: 1.0000e-02 eta: 3 days, 9:29:12 time: 0.3985 data_time: 0.0165 memory: 17007 grad_norm: 2.4383 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.5021 loss: 5.5021 2022/07/26 17:36:07 - mmengine - INFO - Epoch(train) [1][1640/3757] lr: 1.0000e-02 eta: 3 days, 9:22:44 time: 0.3887 data_time: 0.0129 memory: 17007 grad_norm: 2.4831 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.6420 loss: 5.6420 2022/07/26 17:36:15 - mmengine - INFO - Epoch(train) [1][1660/3757] lr: 1.0000e-02 eta: 3 days, 9:16:48 time: 0.3915 data_time: 0.0168 memory: 17007 grad_norm: 2.3869 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.4578 loss: 5.4578 2022/07/26 17:36:23 - mmengine - INFO - Epoch(train) [1][1680/3757] lr: 1.0000e-02 eta: 3 days, 9:11:43 time: 0.3968 data_time: 0.0133 memory: 17007 grad_norm: 2.4807 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.5087 loss: 5.5087 2022/07/26 17:36:31 - mmengine - INFO - Epoch(train) [1][1700/3757] lr: 1.0000e-02 eta: 3 days, 9:05:53 time: 0.3903 data_time: 0.0150 memory: 17007 grad_norm: 2.4727 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.5646 loss: 5.5646 2022/07/26 17:36:38 - mmengine - INFO - Epoch(train) [1][1720/3757] lr: 1.0000e-02 eta: 3 days, 9:00:51 time: 0.3955 data_time: 0.0147 memory: 17007 grad_norm: 2.3742 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.4933 loss: 5.4933 2022/07/26 17:36:46 - mmengine - INFO - Epoch(train) [1][1740/3757] lr: 1.0000e-02 eta: 3 days, 8:55:22 time: 0.3910 data_time: 0.0157 memory: 17007 grad_norm: 2.4769 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.6243 loss: 5.6243 2022/07/26 17:36:54 - mmengine - INFO - Epoch(train) [1][1760/3757] lr: 1.0000e-02 eta: 3 days, 8:49:41 time: 0.3885 data_time: 0.0127 memory: 17007 grad_norm: 2.5440 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.6869 loss: 5.6869 2022/07/26 17:37:02 - mmengine - INFO - Epoch(train) [1][1780/3757] lr: 1.0000e-02 eta: 3 days, 8:45:47 time: 0.4017 data_time: 0.0165 memory: 17007 grad_norm: 2.4186 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.5279 loss: 5.5279 2022/07/26 17:37:10 - mmengine - INFO - Epoch(train) [1][1800/3757] lr: 1.0000e-02 eta: 3 days, 8:40:25 time: 0.3892 data_time: 0.0136 memory: 17007 grad_norm: 2.4836 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.5169 loss: 5.5169 2022/07/26 17:37:18 - mmengine - INFO - Epoch(train) [1][1820/3757] lr: 1.0000e-02 eta: 3 days, 8:36:05 time: 0.3968 data_time: 0.0156 memory: 17007 grad_norm: 2.4739 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.6246 loss: 5.6246 2022/07/26 17:37:26 - mmengine - INFO - Epoch(train) [1][1840/3757] lr: 1.0000e-02 eta: 3 days, 8:30:58 time: 0.3894 data_time: 0.0140 memory: 17007 grad_norm: 2.3788 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.6155 loss: 5.6155 2022/07/26 17:37:33 - mmengine - INFO - Epoch(train) [1][1860/3757] lr: 1.0000e-02 eta: 3 days, 8:26:14 time: 0.3919 data_time: 0.0164 memory: 17007 grad_norm: 2.5111 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.4702 loss: 5.4702 2022/07/26 17:37:41 - mmengine - INFO - Epoch(train) [1][1880/3757] lr: 1.0000e-02 eta: 3 days, 8:22:23 time: 0.3984 data_time: 0.0137 memory: 17007 grad_norm: 2.6566 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.5743 loss: 5.5743 2022/07/26 17:37:49 - mmengine - INFO - Epoch(train) [1][1900/3757] lr: 1.0000e-02 eta: 3 days, 8:17:41 time: 0.3905 data_time: 0.0151 memory: 17007 grad_norm: 2.5286 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3729 loss: 5.3729 2022/07/26 17:37:57 - mmengine - INFO - Epoch(train) [1][1920/3757] lr: 1.0000e-02 eta: 3 days, 8:13:05 time: 0.3907 data_time: 0.0138 memory: 17007 grad_norm: 2.5809 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.4799 loss: 5.4799 2022/07/26 17:38:05 - mmengine - INFO - Epoch(train) [1][1940/3757] lr: 1.0000e-02 eta: 3 days, 8:08:38 time: 0.3910 data_time: 0.0164 memory: 17007 grad_norm: 2.4723 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.4906 loss: 5.4906 2022/07/26 17:38:13 - mmengine - INFO - Epoch(train) [1][1960/3757] lr: 1.0000e-02 eta: 3 days, 8:04:05 time: 0.3895 data_time: 0.0130 memory: 17007 grad_norm: 2.3942 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.4316 loss: 5.4316 2022/07/26 17:38:20 - mmengine - INFO - Epoch(train) [1][1980/3757] lr: 1.0000e-02 eta: 3 days, 8:00:02 time: 0.3929 data_time: 0.0161 memory: 17007 grad_norm: 2.5277 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.3697 loss: 5.3697 2022/07/26 17:38:28 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 17:38:28 - mmengine - INFO - Epoch(train) [1][2000/3757] lr: 1.0000e-02 eta: 3 days, 7:55:53 time: 0.3915 data_time: 0.0138 memory: 17007 grad_norm: 2.6395 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.4830 loss: 5.4830 2022/07/26 17:38:36 - mmengine - INFO - Epoch(train) [1][2020/3757] lr: 1.0000e-02 eta: 3 days, 7:52:40 time: 0.3991 data_time: 0.0175 memory: 17007 grad_norm: 2.4687 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.6679 loss: 5.6679 2022/07/26 17:38:44 - mmengine - INFO - Epoch(train) [1][2040/3757] lr: 1.0000e-02 eta: 3 days, 7:48:27 time: 0.3896 data_time: 0.0145 memory: 17007 grad_norm: 2.3947 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.4944 loss: 5.4944 2022/07/26 17:38:52 - mmengine - INFO - Epoch(train) [1][2060/3757] lr: 1.0000e-02 eta: 3 days, 7:44:25 time: 0.3905 data_time: 0.0154 memory: 17007 grad_norm: 2.4759 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.6021 loss: 5.6021 2022/07/26 17:39:00 - mmengine - INFO - Epoch(train) [1][2080/3757] lr: 1.0000e-02 eta: 3 days, 7:41:22 time: 0.3988 data_time: 0.0141 memory: 17007 grad_norm: 2.5109 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.6587 loss: 5.6587 2022/07/26 17:39:08 - mmengine - INFO - Epoch(train) [1][2100/3757] lr: 1.0000e-02 eta: 3 days, 7:37:32 time: 0.3911 data_time: 0.0154 memory: 17007 grad_norm: 2.6354 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.6546 loss: 5.6546 2022/07/26 17:39:16 - mmengine - INFO - Epoch(train) [1][2120/3757] lr: 1.0000e-02 eta: 3 days, 7:34:05 time: 0.3939 data_time: 0.0123 memory: 17007 grad_norm: 2.5342 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.4572 loss: 5.4572 2022/07/26 17:39:24 - mmengine - INFO - Epoch(train) [1][2140/3757] lr: 1.0000e-02 eta: 3 days, 7:30:56 time: 0.3964 data_time: 0.0164 memory: 17007 grad_norm: 2.5852 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.5152 loss: 5.5152 2022/07/26 17:39:32 - mmengine - INFO - Epoch(train) [1][2160/3757] lr: 1.0000e-02 eta: 3 days, 7:29:33 time: 0.4126 data_time: 0.0131 memory: 17007 grad_norm: 2.5722 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 5.4155 loss: 5.4155 2022/07/26 17:39:40 - mmengine - INFO - Epoch(train) [1][2180/3757] lr: 1.0000e-02 eta: 3 days, 7:26:40 time: 0.3979 data_time: 0.0164 memory: 17007 grad_norm: 2.5915 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.4508 loss: 5.4508 2022/07/26 17:39:48 - mmengine - INFO - Epoch(train) [1][2200/3757] lr: 1.0000e-02 eta: 3 days, 7:23:53 time: 0.3984 data_time: 0.0138 memory: 17007 grad_norm: 2.5730 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.6378 loss: 5.6378 2022/07/26 17:39:56 - mmengine - INFO - Epoch(train) [1][2220/3757] lr: 1.0000e-02 eta: 3 days, 7:20:28 time: 0.3917 data_time: 0.0157 memory: 17007 grad_norm: 2.5181 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.4448 loss: 5.4448 2022/07/26 17:40:03 - mmengine - INFO - Epoch(train) [1][2240/3757] lr: 1.0000e-02 eta: 3 days, 7:17:10 time: 0.3923 data_time: 0.0143 memory: 17007 grad_norm: 2.4781 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.5561 loss: 5.5561 2022/07/26 17:40:11 - mmengine - INFO - Epoch(train) [1][2260/3757] lr: 1.0000e-02 eta: 3 days, 7:14:43 time: 0.4002 data_time: 0.0144 memory: 17007 grad_norm: 2.4467 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.4764 loss: 5.4764 2022/07/26 17:40:19 - mmengine - INFO - Epoch(train) [1][2280/3757] lr: 1.0000e-02 eta: 3 days, 7:12:05 time: 0.3981 data_time: 0.0155 memory: 17007 grad_norm: 2.4968 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.5597 loss: 5.5597 2022/07/26 17:40:27 - mmengine - INFO - Epoch(train) [1][2300/3757] lr: 1.0000e-02 eta: 3 days, 7:08:44 time: 0.3901 data_time: 0.0147 memory: 17007 grad_norm: 2.5923 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.4376 loss: 5.4376 2022/07/26 17:40:35 - mmengine - INFO - Epoch(train) [1][2320/3757] lr: 1.0000e-02 eta: 3 days, 7:05:22 time: 0.3895 data_time: 0.0145 memory: 17007 grad_norm: 2.5855 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.4417 loss: 5.4417 2022/07/26 17:40:43 - mmengine - INFO - Epoch(train) [1][2340/3757] lr: 1.0000e-02 eta: 3 days, 7:02:10 time: 0.3907 data_time: 0.0151 memory: 17007 grad_norm: 2.5471 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.5278 loss: 5.5278 2022/07/26 17:40:51 - mmengine - INFO - Epoch(train) [1][2360/3757] lr: 1.0000e-02 eta: 3 days, 6:58:58 time: 0.3900 data_time: 0.0132 memory: 17007 grad_norm: 2.5279 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.5090 loss: 5.5090 2022/07/26 17:40:58 - mmengine - INFO - Epoch(train) [1][2380/3757] lr: 1.0000e-02 eta: 3 days, 6:56:07 time: 0.3932 data_time: 0.0166 memory: 17007 grad_norm: 2.5021 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.5306 loss: 5.5306 2022/07/26 17:41:06 - mmengine - INFO - Epoch(train) [1][2400/3757] lr: 1.0000e-02 eta: 3 days, 6:53:05 time: 0.3908 data_time: 0.0123 memory: 17007 grad_norm: 2.4692 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.4647 loss: 5.4647 2022/07/26 17:41:14 - mmengine - INFO - Epoch(train) [1][2420/3757] lr: 1.0000e-02 eta: 3 days, 6:50:01 time: 0.3900 data_time: 0.0155 memory: 17007 grad_norm: 2.5978 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3547 loss: 5.3547 2022/07/26 17:41:22 - mmengine - INFO - Epoch(train) [1][2440/3757] lr: 1.0000e-02 eta: 3 days, 6:47:13 time: 0.3924 data_time: 0.0148 memory: 17007 grad_norm: 2.5645 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.3984 loss: 5.3984 2022/07/26 17:41:30 - mmengine - INFO - Epoch(train) [1][2460/3757] lr: 1.0000e-02 eta: 3 days, 6:44:20 time: 0.3909 data_time: 0.0149 memory: 17007 grad_norm: 2.6169 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.4086 loss: 5.4086 2022/07/26 17:41:38 - mmengine - INFO - Epoch(train) [1][2480/3757] lr: 1.0000e-02 eta: 3 days, 6:42:17 time: 0.3995 data_time: 0.0136 memory: 17007 grad_norm: 2.5860 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3901 loss: 5.3901 2022/07/26 17:41:46 - mmengine - INFO - Epoch(train) [1][2500/3757] lr: 1.0000e-02 eta: 3 days, 6:39:29 time: 0.3909 data_time: 0.0153 memory: 17007 grad_norm: 2.5819 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.2922 loss: 5.2922 2022/07/26 17:41:53 - mmengine - INFO - Epoch(train) [1][2520/3757] lr: 1.0000e-02 eta: 3 days, 6:36:43 time: 0.3907 data_time: 0.0142 memory: 17007 grad_norm: 2.6514 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.6999 loss: 5.6999 2022/07/26 17:42:02 - mmengine - INFO - Epoch(train) [1][2540/3757] lr: 1.0000e-02 eta: 3 days, 6:36:37 time: 0.4205 data_time: 0.0173 memory: 17007 grad_norm: 2.5512 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.5122 loss: 5.5122 2022/07/26 17:42:10 - mmengine - INFO - Epoch(train) [1][2560/3757] lr: 1.0000e-02 eta: 3 days, 6:33:44 time: 0.3889 data_time: 0.0126 memory: 17007 grad_norm: 2.5770 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.3322 loss: 5.3322 2022/07/26 17:42:17 - mmengine - INFO - Epoch(train) [1][2580/3757] lr: 1.0000e-02 eta: 3 days, 6:31:49 time: 0.3993 data_time: 0.0175 memory: 17007 grad_norm: 2.5498 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.5560 loss: 5.5560 2022/07/26 17:42:25 - mmengine - INFO - Epoch(train) [1][2600/3757] lr: 1.0000e-02 eta: 3 days, 6:29:03 time: 0.3893 data_time: 0.0133 memory: 17007 grad_norm: 2.4933 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 5.4894 loss: 5.4894 2022/07/26 17:42:33 - mmengine - INFO - Epoch(train) [1][2620/3757] lr: 1.0000e-02 eta: 3 days, 6:27:34 time: 0.4037 data_time: 0.0173 memory: 17007 grad_norm: 2.5764 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.5162 loss: 5.5162 2022/07/26 17:42:41 - mmengine - INFO - Epoch(train) [1][2640/3757] lr: 1.0000e-02 eta: 3 days, 6:24:55 time: 0.3898 data_time: 0.0137 memory: 17007 grad_norm: 2.6502 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.4971 loss: 5.4971 2022/07/26 17:42:49 - mmengine - INFO - Epoch(train) [1][2660/3757] lr: 1.0000e-02 eta: 3 days, 6:22:29 time: 0.3920 data_time: 0.0156 memory: 17007 grad_norm: 2.6558 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.4005 loss: 5.4005 2022/07/26 17:42:57 - mmengine - INFO - Epoch(train) [1][2680/3757] lr: 1.0000e-02 eta: 3 days, 6:20:38 time: 0.3985 data_time: 0.0151 memory: 17007 grad_norm: 2.6045 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.5003 loss: 5.5003 2022/07/26 17:43:05 - mmengine - INFO - Epoch(train) [1][2700/3757] lr: 1.0000e-02 eta: 3 days, 6:17:57 time: 0.3880 data_time: 0.0146 memory: 17007 grad_norm: 2.6491 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.5468 loss: 5.5468 2022/07/26 17:43:13 - mmengine - INFO - Epoch(train) [1][2720/3757] lr: 1.0000e-02 eta: 3 days, 6:15:32 time: 0.3910 data_time: 0.0128 memory: 17007 grad_norm: 2.5952 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.5043 loss: 5.5043 2022/07/26 17:43:20 - mmengine - INFO - Epoch(train) [1][2740/3757] lr: 1.0000e-02 eta: 3 days, 6:13:15 time: 0.3921 data_time: 0.0160 memory: 17007 grad_norm: 2.5297 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.4441 loss: 5.4441 2022/07/26 17:43:28 - mmengine - INFO - Epoch(train) [1][2760/3757] lr: 1.0000e-02 eta: 3 days, 6:10:49 time: 0.3899 data_time: 0.0144 memory: 17007 grad_norm: 2.6020 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3537 loss: 5.3537 2022/07/26 17:43:36 - mmengine - INFO - Epoch(train) [1][2780/3757] lr: 1.0000e-02 eta: 3 days, 6:08:28 time: 0.3905 data_time: 0.0151 memory: 17007 grad_norm: 2.6707 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.3428 loss: 5.3428 2022/07/26 17:43:44 - mmengine - INFO - Epoch(train) [1][2800/3757] lr: 1.0000e-02 eta: 3 days, 6:06:03 time: 0.3894 data_time: 0.0129 memory: 17007 grad_norm: 2.7467 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.4637 loss: 5.4637 2022/07/26 17:43:52 - mmengine - INFO - Epoch(train) [1][2820/3757] lr: 1.0000e-02 eta: 3 days, 6:03:43 time: 0.3898 data_time: 0.0145 memory: 17007 grad_norm: 2.6440 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.2960 loss: 5.2960 2022/07/26 17:43:59 - mmengine - INFO - Epoch(train) [1][2840/3757] lr: 1.0000e-02 eta: 3 days, 6:01:53 time: 0.3960 data_time: 0.0158 memory: 17007 grad_norm: 2.6050 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.4549 loss: 5.4549 2022/07/26 17:44:08 - mmengine - INFO - Epoch(train) [1][2860/3757] lr: 1.0000e-02 eta: 3 days, 6:02:25 time: 0.4257 data_time: 0.0483 memory: 17007 grad_norm: 2.7438 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.4749 loss: 5.4749 2022/07/26 17:44:16 - mmengine - INFO - Epoch(train) [1][2880/3757] lr: 1.0000e-02 eta: 3 days, 6:00:07 time: 0.3893 data_time: 0.0132 memory: 17007 grad_norm: 2.9063 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.4814 loss: 5.4814 2022/07/26 17:44:24 - mmengine - INFO - Epoch(train) [1][2900/3757] lr: 1.0000e-02 eta: 3 days, 5:58:06 time: 0.3929 data_time: 0.0169 memory: 17007 grad_norm: 2.7922 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.4920 loss: 5.4920 2022/07/26 17:44:31 - mmengine - INFO - Epoch(train) [1][2920/3757] lr: 1.0000e-02 eta: 3 days, 5:56:02 time: 0.3918 data_time: 0.0125 memory: 17007 grad_norm: 2.7260 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.3440 loss: 5.3440 2022/07/26 17:44:39 - mmengine - INFO - Epoch(train) [1][2940/3757] lr: 1.0000e-02 eta: 3 days, 5:54:34 time: 0.3993 data_time: 0.0170 memory: 17007 grad_norm: 2.6411 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.4772 loss: 5.4772 2022/07/26 17:44:47 - mmengine - INFO - Epoch(train) [1][2960/3757] lr: 1.0000e-02 eta: 3 days, 5:52:22 time: 0.3893 data_time: 0.0134 memory: 17007 grad_norm: 2.7380 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.5198 loss: 5.5198 2022/07/26 17:44:55 - mmengine - INFO - Epoch(train) [1][2980/3757] lr: 1.0000e-02 eta: 3 days, 5:50:22 time: 0.3916 data_time: 0.0159 memory: 17007 grad_norm: 2.7164 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.4772 loss: 5.4772 2022/07/26 17:45:03 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 17:45:03 - mmengine - INFO - Epoch(train) [1][3000/3757] lr: 1.0000e-02 eta: 3 days, 5:48:16 time: 0.3899 data_time: 0.0126 memory: 17007 grad_norm: 2.6589 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2744 loss: 5.2744 2022/07/26 17:45:11 - mmengine - INFO - Epoch(train) [1][3020/3757] lr: 1.0000e-02 eta: 3 days, 5:46:18 time: 0.3915 data_time: 0.0158 memory: 17007 grad_norm: 2.7174 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.4354 loss: 5.4354 2022/07/26 17:45:19 - mmengine - INFO - Epoch(train) [1][3040/3757] lr: 1.0000e-02 eta: 3 days, 5:44:25 time: 0.3922 data_time: 0.0145 memory: 17007 grad_norm: 2.7051 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.1835 loss: 5.1835 2022/07/26 17:45:26 - mmengine - INFO - Epoch(train) [1][3060/3757] lr: 1.0000e-02 eta: 3 days, 5:42:28 time: 0.3911 data_time: 0.0154 memory: 17007 grad_norm: 2.6389 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2622 loss: 5.2622 2022/07/26 17:45:34 - mmengine - INFO - Epoch(train) [1][3080/3757] lr: 1.0000e-02 eta: 3 days, 5:40:18 time: 0.3876 data_time: 0.0129 memory: 17007 grad_norm: 2.6740 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3685 loss: 5.3685 2022/07/26 17:45:42 - mmengine - INFO - Epoch(train) [1][3100/3757] lr: 1.0000e-02 eta: 3 days, 5:39:04 time: 0.4003 data_time: 0.0160 memory: 17007 grad_norm: 2.6561 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.4768 loss: 5.4768 2022/07/26 17:45:51 - mmengine - INFO - Epoch(train) [1][3120/3757] lr: 1.0000e-02 eta: 3 days, 5:42:23 time: 0.4634 data_time: 0.0158 memory: 17007 grad_norm: 2.6142 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3324 loss: 5.3324 2022/07/26 17:45:59 - mmengine - INFO - Epoch(train) [1][3140/3757] lr: 1.0000e-02 eta: 3 days, 5:40:53 time: 0.3966 data_time: 0.0152 memory: 17007 grad_norm: 2.7289 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3737 loss: 5.3737 2022/07/26 17:46:07 - mmengine - INFO - Epoch(train) [1][3160/3757] lr: 1.0000e-02 eta: 3 days, 5:39:11 time: 0.3934 data_time: 0.0130 memory: 17007 grad_norm: 2.9661 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.3079 loss: 5.3079 2022/07/26 17:46:15 - mmengine - INFO - Epoch(train) [1][3180/3757] lr: 1.0000e-02 eta: 3 days, 5:37:19 time: 0.3908 data_time: 0.0160 memory: 17007 grad_norm: 2.8009 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.3491 loss: 5.3491 2022/07/26 17:46:23 - mmengine - INFO - Epoch(train) [1][3200/3757] lr: 1.0000e-02 eta: 3 days, 5:35:40 time: 0.3936 data_time: 0.0151 memory: 17007 grad_norm: 2.7369 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.2907 loss: 5.2907 2022/07/26 17:46:31 - mmengine - INFO - Epoch(train) [1][3220/3757] lr: 1.0000e-02 eta: 3 days, 5:33:50 time: 0.3908 data_time: 0.0154 memory: 17007 grad_norm: 2.6943 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3227 loss: 5.3227 2022/07/26 17:46:39 - mmengine - INFO - Epoch(train) [1][3240/3757] lr: 1.0000e-02 eta: 3 days, 5:32:06 time: 0.3918 data_time: 0.0134 memory: 17007 grad_norm: 2.8045 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.4282 loss: 5.4282 2022/07/26 17:46:46 - mmengine - INFO - Epoch(train) [1][3260/3757] lr: 1.0000e-02 eta: 3 days, 5:30:32 time: 0.3940 data_time: 0.0158 memory: 17007 grad_norm: 2.7340 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3482 loss: 5.3482 2022/07/26 17:46:54 - mmengine - INFO - Epoch(train) [1][3280/3757] lr: 1.0000e-02 eta: 3 days, 5:28:40 time: 0.3894 data_time: 0.0125 memory: 17007 grad_norm: 2.7443 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2419 loss: 5.2419 2022/07/26 17:47:02 - mmengine - INFO - Epoch(train) [1][3300/3757] lr: 1.0000e-02 eta: 3 days, 5:28:06 time: 0.4081 data_time: 0.0168 memory: 17007 grad_norm: 2.8190 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.4716 loss: 5.4716 2022/07/26 17:47:10 - mmengine - INFO - Epoch(train) [1][3320/3757] lr: 1.0000e-02 eta: 3 days, 5:26:22 time: 0.3908 data_time: 0.0145 memory: 17007 grad_norm: 2.6617 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.2644 loss: 5.2644 2022/07/26 17:47:18 - mmengine - INFO - Epoch(train) [1][3340/3757] lr: 1.0000e-02 eta: 3 days, 5:24:42 time: 0.3915 data_time: 0.0163 memory: 17007 grad_norm: 2.7117 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 5.1714 loss: 5.1714 2022/07/26 17:47:26 - mmengine - INFO - Epoch(train) [1][3360/3757] lr: 1.0000e-02 eta: 3 days, 5:22:53 time: 0.3890 data_time: 0.0150 memory: 17007 grad_norm: 2.6508 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.3639 loss: 5.3639 2022/07/26 17:47:34 - mmengine - INFO - Epoch(train) [1][3380/3757] lr: 1.0000e-02 eta: 3 days, 5:21:15 time: 0.3914 data_time: 0.0158 memory: 17007 grad_norm: 2.6839 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2832 loss: 5.2832 2022/07/26 17:47:41 - mmengine - INFO - Epoch(train) [1][3400/3757] lr: 1.0000e-02 eta: 3 days, 5:19:41 time: 0.3924 data_time: 0.0135 memory: 17007 grad_norm: 2.7860 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.3390 loss: 5.3390 2022/07/26 17:47:49 - mmengine - INFO - Epoch(train) [1][3420/3757] lr: 1.0000e-02 eta: 3 days, 5:18:05 time: 0.3914 data_time: 0.0158 memory: 17007 grad_norm: 2.7253 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2909 loss: 5.2909 2022/07/26 17:47:57 - mmengine - INFO - Epoch(train) [1][3440/3757] lr: 1.0000e-02 eta: 3 days, 5:16:35 time: 0.3927 data_time: 0.0129 memory: 17007 grad_norm: 2.7646 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.4237 loss: 5.4237 2022/07/26 17:48:05 - mmengine - INFO - Epoch(train) [1][3460/3757] lr: 1.0000e-02 eta: 3 days, 5:14:54 time: 0.3896 data_time: 0.0155 memory: 17007 grad_norm: 2.8127 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.3608 loss: 5.3608 2022/07/26 17:48:13 - mmengine - INFO - Epoch(train) [1][3480/3757] lr: 1.0000e-02 eta: 3 days, 5:13:58 time: 0.4010 data_time: 0.0135 memory: 17007 grad_norm: 2.8009 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.4073 loss: 5.4073 2022/07/26 17:48:21 - mmengine - INFO - Epoch(train) [1][3500/3757] lr: 1.0000e-02 eta: 3 days, 5:12:26 time: 0.3914 data_time: 0.0154 memory: 17007 grad_norm: 2.6699 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3140 loss: 5.3140 2022/07/26 17:48:29 - mmengine - INFO - Epoch(train) [1][3520/3757] lr: 1.0000e-02 eta: 3 days, 5:10:55 time: 0.3916 data_time: 0.0152 memory: 17007 grad_norm: 2.8821 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2954 loss: 5.2954 2022/07/26 17:48:36 - mmengine - INFO - Epoch(train) [1][3540/3757] lr: 1.0000e-02 eta: 3 days, 5:09:23 time: 0.3910 data_time: 0.0156 memory: 17007 grad_norm: 2.9485 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.4414 loss: 5.4414 2022/07/26 17:48:44 - mmengine - INFO - Epoch(train) [1][3560/3757] lr: 1.0000e-02 eta: 3 days, 5:08:22 time: 0.3989 data_time: 0.0142 memory: 17007 grad_norm: 2.8103 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2095 loss: 5.2095 2022/07/26 17:48:52 - mmengine - INFO - Epoch(train) [1][3580/3757] lr: 1.0000e-02 eta: 3 days, 5:06:55 time: 0.3917 data_time: 0.0157 memory: 17007 grad_norm: 2.8947 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.2571 loss: 5.2571 2022/07/26 17:49:00 - mmengine - INFO - Epoch(train) [1][3600/3757] lr: 1.0000e-02 eta: 3 days, 5:05:31 time: 0.3925 data_time: 0.0138 memory: 17007 grad_norm: 2.7436 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.2261 loss: 5.2261 2022/07/26 17:49:08 - mmengine - INFO - Epoch(train) [1][3620/3757] lr: 1.0000e-02 eta: 3 days, 5:04:01 time: 0.3907 data_time: 0.0155 memory: 17007 grad_norm: 2.7838 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.3104 loss: 5.3104 2022/07/26 17:49:16 - mmengine - INFO - Epoch(train) [1][3640/3757] lr: 1.0000e-02 eta: 3 days, 5:02:25 time: 0.3888 data_time: 0.0126 memory: 17007 grad_norm: 2.7993 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.0791 loss: 5.0791 2022/07/26 17:49:24 - mmengine - INFO - Epoch(train) [1][3660/3757] lr: 1.0000e-02 eta: 3 days, 5:01:27 time: 0.3986 data_time: 0.0157 memory: 17007 grad_norm: 2.8747 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2942 loss: 5.2942 2022/07/26 17:49:32 - mmengine - INFO - Epoch(train) [1][3680/3757] lr: 1.0000e-02 eta: 3 days, 4:59:58 time: 0.3902 data_time: 0.0141 memory: 17007 grad_norm: 2.8969 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.0520 loss: 5.0520 2022/07/26 17:49:40 - mmengine - INFO - Epoch(train) [1][3700/3757] lr: 1.0000e-02 eta: 3 days, 4:59:20 time: 0.4040 data_time: 0.0159 memory: 17007 grad_norm: 3.0120 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.1631 loss: 5.1631 2022/07/26 17:49:47 - mmengine - INFO - Epoch(train) [1][3720/3757] lr: 1.0000e-02 eta: 3 days, 4:57:57 time: 0.3912 data_time: 0.0154 memory: 17007 grad_norm: 2.9334 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 5.2105 loss: 5.2105 2022/07/26 17:49:55 - mmengine - INFO - Epoch(train) [1][3740/3757] lr: 1.0000e-02 eta: 3 days, 4:56:36 time: 0.3919 data_time: 0.0161 memory: 17007 grad_norm: 2.8146 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.1875 loss: 5.1875 2022/07/26 17:50:02 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 17:50:02 - mmengine - INFO - Epoch(train) [1][3757/3757] lr: 1.0000e-02 eta: 3 days, 4:56:36 time: 0.3915 data_time: 0.0132 memory: 17007 grad_norm: 2.7722 top1_acc: 0.0000 top5_acc: 0.2857 loss_cls: 5.2885 loss: 5.2885 2022/07/26 17:50:02 - mmengine - INFO - Saving checkpoint at 1 epochs 2022/07/26 17:50:13 - mmengine - INFO - Epoch(train) [2][20/3757] lr: 9.9992e-03 eta: 3 days, 4:37:48 time: 0.4493 data_time: 0.0743 memory: 17007 grad_norm: 2.8333 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.2040 loss: 5.2040 2022/07/26 17:50:20 - mmengine - INFO - Epoch(train) [2][40/3757] lr: 9.9992e-03 eta: 3 days, 4:36:39 time: 0.3933 data_time: 0.0166 memory: 17007 grad_norm: 2.7795 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2180 loss: 5.2180 2022/07/26 17:50:28 - mmengine - INFO - Epoch(train) [2][60/3757] lr: 9.9992e-03 eta: 3 days, 4:35:19 time: 0.3898 data_time: 0.0149 memory: 17007 grad_norm: 2.7634 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1647 loss: 5.1647 2022/07/26 17:50:36 - mmengine - INFO - Epoch(train) [2][80/3757] lr: 9.9992e-03 eta: 3 days, 4:33:56 time: 0.3886 data_time: 0.0146 memory: 17007 grad_norm: 2.8526 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3153 loss: 5.3153 2022/07/26 17:50:44 - mmengine - INFO - Epoch(train) [2][100/3757] lr: 9.9992e-03 eta: 3 days, 4:32:53 time: 0.3942 data_time: 0.0158 memory: 17007 grad_norm: 2.7683 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.1864 loss: 5.1864 2022/07/26 17:50:52 - mmengine - INFO - Epoch(train) [2][120/3757] lr: 9.9992e-03 eta: 3 days, 4:31:53 time: 0.3949 data_time: 0.0152 memory: 17007 grad_norm: 2.7126 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.2871 loss: 5.2871 2022/07/26 17:51:00 - mmengine - INFO - Epoch(train) [2][140/3757] lr: 9.9992e-03 eta: 3 days, 4:30:40 time: 0.3908 data_time: 0.0156 memory: 17007 grad_norm: 2.7451 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.2874 loss: 5.2874 2022/07/26 17:51:07 - mmengine - INFO - Epoch(train) [2][160/3757] lr: 9.9992e-03 eta: 3 days, 4:29:26 time: 0.3906 data_time: 0.0150 memory: 17007 grad_norm: 2.8879 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.3301 loss: 5.3301 2022/07/26 17:51:15 - mmengine - INFO - Epoch(train) [2][180/3757] lr: 9.9992e-03 eta: 3 days, 4:28:06 time: 0.3885 data_time: 0.0141 memory: 17007 grad_norm: 2.8609 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.2807 loss: 5.2807 2022/07/26 17:51:23 - mmengine - INFO - Epoch(train) [2][200/3757] lr: 9.9992e-03 eta: 3 days, 4:27:06 time: 0.3944 data_time: 0.0152 memory: 17007 grad_norm: 2.9650 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 5.1823 loss: 5.1823 2022/07/26 17:51:31 - mmengine - INFO - Epoch(train) [2][220/3757] lr: 9.9992e-03 eta: 3 days, 4:26:07 time: 0.3943 data_time: 0.0153 memory: 17007 grad_norm: 2.8640 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.3467 loss: 5.3467 2022/07/26 17:51:39 - mmengine - INFO - Epoch(train) [2][240/3757] lr: 9.9992e-03 eta: 3 days, 4:25:06 time: 0.3935 data_time: 0.0146 memory: 17007 grad_norm: 2.9395 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3385 loss: 5.3385 2022/07/26 17:51:40 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 17:51:47 - mmengine - INFO - Epoch(train) [2][260/3757] lr: 9.9992e-03 eta: 3 days, 4:23:54 time: 0.3900 data_time: 0.0151 memory: 17007 grad_norm: 2.9196 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.1956 loss: 5.1956 2022/07/26 17:51:54 - mmengine - INFO - Epoch(train) [2][280/3757] lr: 9.9992e-03 eta: 3 days, 4:22:42 time: 0.3901 data_time: 0.0148 memory: 17007 grad_norm: 2.8972 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.3746 loss: 5.3746 2022/07/26 17:52:02 - mmengine - INFO - Epoch(train) [2][300/3757] lr: 9.9992e-03 eta: 3 days, 4:21:37 time: 0.3918 data_time: 0.0152 memory: 17007 grad_norm: 2.7893 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.2488 loss: 5.2488 2022/07/26 17:52:10 - mmengine - INFO - Epoch(train) [2][320/3757] lr: 9.9992e-03 eta: 3 days, 4:20:23 time: 0.3892 data_time: 0.0154 memory: 17007 grad_norm: 2.8483 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.3997 loss: 5.3997 2022/07/26 17:52:18 - mmengine - INFO - Epoch(train) [2][340/3757] lr: 9.9992e-03 eta: 3 days, 4:20:08 time: 0.4067 data_time: 0.0166 memory: 17007 grad_norm: 2.8757 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.4729 loss: 5.4729 2022/07/26 17:52:26 - mmengine - INFO - Epoch(train) [2][360/3757] lr: 9.9992e-03 eta: 3 days, 4:19:01 time: 0.3909 data_time: 0.0156 memory: 17007 grad_norm: 2.9124 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2057 loss: 5.2057 2022/07/26 17:52:34 - mmengine - INFO - Epoch(train) [2][380/3757] lr: 9.9992e-03 eta: 3 days, 4:17:47 time: 0.3882 data_time: 0.0145 memory: 17007 grad_norm: 3.0043 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.3089 loss: 5.3089 2022/07/26 17:52:42 - mmengine - INFO - Epoch(train) [2][400/3757] lr: 9.9992e-03 eta: 3 days, 4:17:22 time: 0.4037 data_time: 0.0165 memory: 17007 grad_norm: 3.0302 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.3463 loss: 5.3463 2022/07/26 17:52:50 - mmengine - INFO - Epoch(train) [2][420/3757] lr: 9.9992e-03 eta: 3 days, 4:16:18 time: 0.3913 data_time: 0.0148 memory: 17007 grad_norm: 2.8159 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.2369 loss: 5.2369 2022/07/26 17:52:58 - mmengine - INFO - Epoch(train) [2][440/3757] lr: 9.9992e-03 eta: 3 days, 4:16:27 time: 0.4139 data_time: 0.0155 memory: 17007 grad_norm: 2.8506 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.1187 loss: 5.1187 2022/07/26 17:53:06 - mmengine - INFO - Epoch(train) [2][460/3757] lr: 9.9992e-03 eta: 3 days, 4:15:20 time: 0.3901 data_time: 0.0149 memory: 17007 grad_norm: 2.9086 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.2127 loss: 5.2127 2022/07/26 17:53:14 - mmengine - INFO - Epoch(train) [2][480/3757] lr: 9.9992e-03 eta: 3 days, 4:14:16 time: 0.3909 data_time: 0.0148 memory: 17007 grad_norm: 2.9374 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1942 loss: 5.1942 2022/07/26 17:53:21 - mmengine - INFO - Epoch(train) [2][500/3757] lr: 9.9992e-03 eta: 3 days, 4:13:12 time: 0.3907 data_time: 0.0152 memory: 17007 grad_norm: 2.8795 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.3281 loss: 5.3281 2022/07/26 17:53:29 - mmengine - INFO - Epoch(train) [2][520/3757] lr: 9.9992e-03 eta: 3 days, 4:12:09 time: 0.3910 data_time: 0.0154 memory: 17007 grad_norm: 2.9394 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.1952 loss: 5.1952 2022/07/26 17:53:37 - mmengine - INFO - Epoch(train) [2][540/3757] lr: 9.9992e-03 eta: 3 days, 4:11:31 time: 0.3986 data_time: 0.0143 memory: 17007 grad_norm: 2.9125 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.1167 loss: 5.1167 2022/07/26 17:53:45 - mmengine - INFO - Epoch(train) [2][560/3757] lr: 9.9992e-03 eta: 3 days, 4:10:32 time: 0.3918 data_time: 0.0165 memory: 17007 grad_norm: 3.0095 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1366 loss: 5.1366 2022/07/26 17:53:53 - mmengine - INFO - Epoch(train) [2][580/3757] lr: 9.9992e-03 eta: 3 days, 4:09:25 time: 0.3893 data_time: 0.0141 memory: 17007 grad_norm: 2.9741 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.1775 loss: 5.1775 2022/07/26 17:54:01 - mmengine - INFO - Epoch(train) [2][600/3757] lr: 9.9992e-03 eta: 3 days, 4:08:31 time: 0.3930 data_time: 0.0160 memory: 17007 grad_norm: 2.9980 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.4475 loss: 5.4475 2022/07/26 17:54:08 - mmengine - INFO - Epoch(train) [2][620/3757] lr: 9.9992e-03 eta: 3 days, 4:07:28 time: 0.3900 data_time: 0.0152 memory: 17007 grad_norm: 3.0353 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2029 loss: 5.2029 2022/07/26 17:54:16 - mmengine - INFO - Epoch(train) [2][640/3757] lr: 9.9992e-03 eta: 3 days, 4:06:25 time: 0.3900 data_time: 0.0144 memory: 17007 grad_norm: 3.0070 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.1493 loss: 5.1493 2022/07/26 17:54:24 - mmengine - INFO - Epoch(train) [2][660/3757] lr: 9.9992e-03 eta: 3 days, 4:05:46 time: 0.3976 data_time: 0.0166 memory: 17007 grad_norm: 2.9868 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2728 loss: 5.2728 2022/07/26 17:54:32 - mmengine - INFO - Epoch(train) [2][680/3757] lr: 9.9992e-03 eta: 3 days, 4:04:44 time: 0.3902 data_time: 0.0157 memory: 17007 grad_norm: 2.9466 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.3396 loss: 5.3396 2022/07/26 17:54:40 - mmengine - INFO - Epoch(train) [2][700/3757] lr: 9.9992e-03 eta: 3 days, 4:03:56 time: 0.3943 data_time: 0.0160 memory: 17007 grad_norm: 2.9231 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.3073 loss: 5.3073 2022/07/26 17:54:48 - mmengine - INFO - Epoch(train) [2][720/3757] lr: 9.9992e-03 eta: 3 days, 4:02:55 time: 0.3900 data_time: 0.0155 memory: 17007 grad_norm: 2.9810 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.2982 loss: 5.2982 2022/07/26 17:54:56 - mmengine - INFO - Epoch(train) [2][740/3757] lr: 9.9992e-03 eta: 3 days, 4:01:53 time: 0.3896 data_time: 0.0153 memory: 17007 grad_norm: 3.0357 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.2742 loss: 5.2742 2022/07/26 17:55:03 - mmengine - INFO - Epoch(train) [2][760/3757] lr: 9.9992e-03 eta: 3 days, 4:01:04 time: 0.3936 data_time: 0.0161 memory: 17007 grad_norm: 3.0242 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.3015 loss: 5.3015 2022/07/26 17:55:11 - mmengine - INFO - Epoch(train) [2][780/3757] lr: 9.9992e-03 eta: 3 days, 4:00:05 time: 0.3903 data_time: 0.0151 memory: 17007 grad_norm: 2.9810 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.0596 loss: 5.0596 2022/07/26 17:55:19 - mmengine - INFO - Epoch(train) [2][800/3757] lr: 9.9992e-03 eta: 3 days, 3:59:25 time: 0.3964 data_time: 0.0162 memory: 17007 grad_norm: 3.0362 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.4174 loss: 5.4174 2022/07/26 17:55:27 - mmengine - INFO - Epoch(train) [2][820/3757] lr: 9.9992e-03 eta: 3 days, 3:58:25 time: 0.3896 data_time: 0.0153 memory: 17007 grad_norm: 2.9420 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.1708 loss: 5.1708 2022/07/26 17:55:35 - mmengine - INFO - Epoch(train) [2][840/3757] lr: 9.9992e-03 eta: 3 days, 3:57:25 time: 0.3898 data_time: 0.0149 memory: 17007 grad_norm: 2.9321 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3328 loss: 5.3328 2022/07/26 17:55:43 - mmengine - INFO - Epoch(train) [2][860/3757] lr: 9.9992e-03 eta: 3 days, 3:56:35 time: 0.3925 data_time: 0.0159 memory: 17007 grad_norm: 2.9459 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.1794 loss: 5.1794 2022/07/26 17:55:51 - mmengine - INFO - Epoch(train) [2][880/3757] lr: 9.9992e-03 eta: 3 days, 3:56:07 time: 0.4002 data_time: 0.0160 memory: 17007 grad_norm: 3.0812 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.2320 loss: 5.2320 2022/07/26 17:55:58 - mmengine - INFO - Epoch(train) [2][900/3757] lr: 9.9992e-03 eta: 3 days, 3:55:11 time: 0.3906 data_time: 0.0151 memory: 17007 grad_norm: 3.0347 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.0838 loss: 5.0838 2022/07/26 17:56:06 - mmengine - INFO - Epoch(train) [2][920/3757] lr: 9.9992e-03 eta: 3 days, 3:54:12 time: 0.3891 data_time: 0.0149 memory: 17007 grad_norm: 2.9396 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1139 loss: 5.1139 2022/07/26 17:56:14 - mmengine - INFO - Epoch(train) [2][940/3757] lr: 9.9992e-03 eta: 3 days, 3:53:11 time: 0.3885 data_time: 0.0134 memory: 17007 grad_norm: 3.1454 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.3032 loss: 5.3032 2022/07/26 17:56:22 - mmengine - INFO - Epoch(train) [2][960/3757] lr: 9.9992e-03 eta: 3 days, 3:52:19 time: 0.3911 data_time: 0.0154 memory: 17007 grad_norm: 3.0108 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 5.1625 loss: 5.1625 2022/07/26 17:56:30 - mmengine - INFO - Epoch(train) [2][980/3757] lr: 9.9992e-03 eta: 3 days, 3:51:25 time: 0.3908 data_time: 0.0151 memory: 17007 grad_norm: 2.9465 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2273 loss: 5.2273 2022/07/26 17:56:37 - mmengine - INFO - Epoch(train) [2][1000/3757] lr: 9.9992e-03 eta: 3 days, 3:50:37 time: 0.3923 data_time: 0.0154 memory: 17007 grad_norm: 3.0750 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 5.2498 loss: 5.2498 2022/07/26 17:56:45 - mmengine - INFO - Epoch(train) [2][1020/3757] lr: 9.9992e-03 eta: 3 days, 3:49:37 time: 0.3885 data_time: 0.0134 memory: 17007 grad_norm: 2.9374 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2993 loss: 5.2993 2022/07/26 17:56:53 - mmengine - INFO - Epoch(train) [2][1040/3757] lr: 9.9992e-03 eta: 3 days, 3:48:46 time: 0.3909 data_time: 0.0148 memory: 17007 grad_norm: 2.9550 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1592 loss: 5.1592 2022/07/26 17:57:01 - mmengine - INFO - Epoch(train) [2][1060/3757] lr: 9.9992e-03 eta: 3 days, 3:47:58 time: 0.3922 data_time: 0.0161 memory: 17007 grad_norm: 3.0587 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1756 loss: 5.1756 2022/07/26 17:57:09 - mmengine - INFO - Epoch(train) [2][1080/3757] lr: 9.9992e-03 eta: 3 days, 3:47:06 time: 0.3906 data_time: 0.0155 memory: 17007 grad_norm: 3.2374 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.2472 loss: 5.2472 2022/07/26 17:57:16 - mmengine - INFO - Epoch(train) [2][1100/3757] lr: 9.9992e-03 eta: 3 days, 3:46:12 time: 0.3899 data_time: 0.0147 memory: 17007 grad_norm: 3.0064 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.1961 loss: 5.1961 2022/07/26 17:57:24 - mmengine - INFO - Epoch(train) [2][1120/3757] lr: 9.9992e-03 eta: 3 days, 3:45:20 time: 0.3903 data_time: 0.0154 memory: 17007 grad_norm: 3.0245 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.1798 loss: 5.1798 2022/07/26 17:57:32 - mmengine - INFO - Epoch(train) [2][1140/3757] lr: 9.9992e-03 eta: 3 days, 3:45:00 time: 0.4020 data_time: 0.0148 memory: 17007 grad_norm: 2.9532 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.3596 loss: 5.3596 2022/07/26 17:57:40 - mmengine - INFO - Epoch(train) [2][1160/3757] lr: 9.9992e-03 eta: 3 days, 3:44:17 time: 0.3932 data_time: 0.0156 memory: 17007 grad_norm: 3.1310 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1431 loss: 5.1431 2022/07/26 17:57:48 - mmengine - INFO - Epoch(train) [2][1180/3757] lr: 9.9992e-03 eta: 3 days, 3:44:23 time: 0.4114 data_time: 0.0168 memory: 17007 grad_norm: 3.0887 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 5.4325 loss: 5.4325 2022/07/26 17:57:56 - mmengine - INFO - Epoch(train) [2][1200/3757] lr: 9.9992e-03 eta: 3 days, 3:43:32 time: 0.3903 data_time: 0.0153 memory: 17007 grad_norm: 2.9589 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 5.0532 loss: 5.0532 2022/07/26 17:58:04 - mmengine - INFO - Epoch(train) [2][1220/3757] lr: 9.9992e-03 eta: 3 days, 3:42:43 time: 0.3911 data_time: 0.0153 memory: 17007 grad_norm: 3.1785 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1598 loss: 5.1598 2022/07/26 17:58:12 - mmengine - INFO - Epoch(train) [2][1240/3757] lr: 9.9992e-03 eta: 3 days, 3:41:58 time: 0.3922 data_time: 0.0160 memory: 17007 grad_norm: 3.0459 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2618 loss: 5.2618 2022/07/26 17:58:13 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 17:58:20 - mmengine - INFO - Epoch(train) [2][1260/3757] lr: 9.9992e-03 eta: 3 days, 3:41:09 time: 0.3906 data_time: 0.0152 memory: 17007 grad_norm: 2.9593 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.3878 loss: 5.3878 2022/07/26 17:58:27 - mmengine - INFO - Epoch(train) [2][1280/3757] lr: 9.9992e-03 eta: 3 days, 3:40:16 time: 0.3892 data_time: 0.0147 memory: 17007 grad_norm: 2.9783 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.0897 loss: 5.0897 2022/07/26 17:58:35 - mmengine - INFO - Epoch(train) [2][1300/3757] lr: 9.9992e-03 eta: 3 days, 3:39:28 time: 0.3907 data_time: 0.0150 memory: 17007 grad_norm: 3.1975 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1760 loss: 5.1760 2022/07/26 17:58:43 - mmengine - INFO - Epoch(train) [2][1320/3757] lr: 9.9992e-03 eta: 3 days, 3:38:45 time: 0.3925 data_time: 0.0155 memory: 17007 grad_norm: 3.1358 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1233 loss: 5.1233 2022/07/26 17:58:51 - mmengine - INFO - Epoch(train) [2][1340/3757] lr: 9.9992e-03 eta: 3 days, 3:38:28 time: 0.4025 data_time: 0.0152 memory: 17007 grad_norm: 3.1053 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.0328 loss: 5.0328 2022/07/26 17:58:59 - mmengine - INFO - Epoch(train) [2][1360/3757] lr: 9.9992e-03 eta: 3 days, 3:37:46 time: 0.3927 data_time: 0.0159 memory: 17007 grad_norm: 3.1499 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2523 loss: 5.2523 2022/07/26 17:59:07 - mmengine - INFO - Epoch(train) [2][1380/3757] lr: 9.9992e-03 eta: 3 days, 3:36:53 time: 0.3888 data_time: 0.0139 memory: 17007 grad_norm: 3.0730 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.0277 loss: 5.0277 2022/07/26 17:59:15 - mmengine - INFO - Epoch(train) [2][1400/3757] lr: 9.9992e-03 eta: 3 days, 3:36:19 time: 0.3955 data_time: 0.0156 memory: 17007 grad_norm: 3.1522 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.0548 loss: 5.0548 2022/07/26 17:59:23 - mmengine - INFO - Epoch(train) [2][1420/3757] lr: 9.9992e-03 eta: 3 days, 3:35:33 time: 0.3908 data_time: 0.0154 memory: 17007 grad_norm: 3.0232 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1573 loss: 5.1573 2022/07/26 17:59:31 - mmengine - INFO - Epoch(train) [2][1440/3757] lr: 9.9992e-03 eta: 3 days, 3:35:14 time: 0.4016 data_time: 0.0156 memory: 17007 grad_norm: 2.9793 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1335 loss: 5.1335 2022/07/26 17:59:38 - mmengine - INFO - Epoch(train) [2][1460/3757] lr: 9.9992e-03 eta: 3 days, 3:34:25 time: 0.3894 data_time: 0.0151 memory: 17007 grad_norm: 3.0179 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1500 loss: 5.1500 2022/07/26 17:59:46 - mmengine - INFO - Epoch(train) [2][1480/3757] lr: 9.9992e-03 eta: 3 days, 3:33:36 time: 0.3893 data_time: 0.0152 memory: 17007 grad_norm: 3.0554 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.2629 loss: 5.2629 2022/07/26 17:59:54 - mmengine - INFO - Epoch(train) [2][1500/3757] lr: 9.9992e-03 eta: 3 days, 3:32:48 time: 0.3900 data_time: 0.0139 memory: 17007 grad_norm: 3.0955 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.0115 loss: 5.0115 2022/07/26 18:00:03 - mmengine - INFO - Epoch(train) [2][1520/3757] lr: 9.9992e-03 eta: 3 days, 3:34:12 time: 0.4415 data_time: 0.0162 memory: 17007 grad_norm: 3.0927 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.2395 loss: 5.2395 2022/07/26 18:00:13 - mmengine - INFO - Epoch(train) [2][1540/3757] lr: 9.9992e-03 eta: 3 days, 3:37:41 time: 0.4912 data_time: 0.0185 memory: 17007 grad_norm: 2.9557 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.0103 loss: 5.0103 2022/07/26 18:00:21 - mmengine - INFO - Epoch(train) [2][1560/3757] lr: 9.9992e-03 eta: 3 days, 3:37:14 time: 0.3983 data_time: 0.0166 memory: 17007 grad_norm: 2.8747 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.0912 loss: 5.0912 2022/07/26 18:00:28 - mmengine - INFO - Epoch(train) [2][1580/3757] lr: 9.9992e-03 eta: 3 days, 3:36:33 time: 0.3925 data_time: 0.0130 memory: 17007 grad_norm: 2.9907 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1198 loss: 5.1198 2022/07/26 18:00:36 - mmengine - INFO - Epoch(train) [2][1600/3757] lr: 9.9992e-03 eta: 3 days, 3:35:50 time: 0.3919 data_time: 0.0165 memory: 17007 grad_norm: 3.1683 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1143 loss: 5.1143 2022/07/26 18:00:44 - mmengine - INFO - Epoch(train) [2][1620/3757] lr: 9.9992e-03 eta: 3 days, 3:35:08 time: 0.3921 data_time: 0.0152 memory: 17007 grad_norm: 3.0055 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.0405 loss: 5.0405 2022/07/26 18:00:52 - mmengine - INFO - Epoch(train) [2][1640/3757] lr: 9.9992e-03 eta: 3 days, 3:34:29 time: 0.3931 data_time: 0.0149 memory: 17007 grad_norm: 3.0086 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 5.0726 loss: 5.0726 2022/07/26 18:01:00 - mmengine - INFO - Epoch(train) [2][1660/3757] lr: 9.9992e-03 eta: 3 days, 3:33:52 time: 0.3940 data_time: 0.0139 memory: 17007 grad_norm: 3.0930 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.8957 loss: 4.8957 2022/07/26 18:01:08 - mmengine - INFO - Epoch(train) [2][1680/3757] lr: 9.9992e-03 eta: 3 days, 3:33:08 time: 0.3910 data_time: 0.0161 memory: 17007 grad_norm: 3.1636 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1120 loss: 5.1120 2022/07/26 18:01:16 - mmengine - INFO - Epoch(train) [2][1700/3757] lr: 9.9992e-03 eta: 3 days, 3:32:30 time: 0.3934 data_time: 0.0161 memory: 17007 grad_norm: 3.1367 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1448 loss: 5.1448 2022/07/26 18:01:23 - mmengine - INFO - Epoch(train) [2][1720/3757] lr: 9.9992e-03 eta: 3 days, 3:31:56 time: 0.3946 data_time: 0.0163 memory: 17007 grad_norm: 2.9606 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.0785 loss: 5.0785 2022/07/26 18:01:32 - mmengine - INFO - Epoch(train) [2][1740/3757] lr: 9.9992e-03 eta: 3 days, 3:31:57 time: 0.4092 data_time: 0.0135 memory: 17007 grad_norm: 3.0865 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 5.1465 loss: 5.1465 2022/07/26 18:01:39 - mmengine - INFO - Epoch(train) [2][1760/3757] lr: 9.9992e-03 eta: 3 days, 3:31:19 time: 0.3933 data_time: 0.0174 memory: 17007 grad_norm: 3.0974 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1643 loss: 5.1643 2022/07/26 18:01:47 - mmengine - INFO - Epoch(train) [2][1780/3757] lr: 9.9992e-03 eta: 3 days, 3:30:30 time: 0.3885 data_time: 0.0126 memory: 17007 grad_norm: 3.0242 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.0642 loss: 5.0642 2022/07/26 18:01:55 - mmengine - INFO - Epoch(train) [2][1800/3757] lr: 9.9992e-03 eta: 3 days, 3:29:55 time: 0.3938 data_time: 0.0150 memory: 17007 grad_norm: 3.0238 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1314 loss: 5.1314 2022/07/26 18:02:03 - mmengine - INFO - Epoch(train) [2][1820/3757] lr: 9.9992e-03 eta: 3 days, 3:29:20 time: 0.3944 data_time: 0.0144 memory: 17007 grad_norm: 3.2165 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1635 loss: 5.1635 2022/07/26 18:02:11 - mmengine - INFO - Epoch(train) [2][1840/3757] lr: 9.9992e-03 eta: 3 days, 3:28:52 time: 0.3966 data_time: 0.0159 memory: 17007 grad_norm: 3.2177 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1391 loss: 5.1391 2022/07/26 18:02:19 - mmengine - INFO - Epoch(train) [2][1860/3757] lr: 9.9992e-03 eta: 3 days, 3:28:08 time: 0.3902 data_time: 0.0148 memory: 17007 grad_norm: 3.2522 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.0375 loss: 5.0375 2022/07/26 18:02:27 - mmengine - INFO - Epoch(train) [2][1880/3757] lr: 9.9992e-03 eta: 3 days, 3:27:23 time: 0.3896 data_time: 0.0149 memory: 17007 grad_norm: 3.0599 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1021 loss: 5.1021 2022/07/26 18:02:34 - mmengine - INFO - Epoch(train) [2][1900/3757] lr: 9.9992e-03 eta: 3 days, 3:26:52 time: 0.3957 data_time: 0.0121 memory: 17007 grad_norm: 3.0371 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.0822 loss: 5.0822 2022/07/26 18:02:42 - mmengine - INFO - Epoch(train) [2][1920/3757] lr: 9.9992e-03 eta: 3 days, 3:26:14 time: 0.3924 data_time: 0.0163 memory: 17007 grad_norm: 2.9456 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9669 loss: 4.9669 2022/07/26 18:02:50 - mmengine - INFO - Epoch(train) [2][1940/3757] lr: 9.9992e-03 eta: 3 days, 3:25:30 time: 0.3897 data_time: 0.0143 memory: 17007 grad_norm: 3.0658 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1508 loss: 5.1508 2022/07/26 18:02:58 - mmengine - INFO - Epoch(train) [2][1960/3757] lr: 9.9992e-03 eta: 3 days, 3:25:00 time: 0.3953 data_time: 0.0160 memory: 17007 grad_norm: 3.0534 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1040 loss: 5.1040 2022/07/26 18:03:06 - mmengine - INFO - Epoch(train) [2][1980/3757] lr: 9.9992e-03 eta: 3 days, 3:24:15 time: 0.3892 data_time: 0.0127 memory: 17007 grad_norm: 3.1175 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9841 loss: 4.9841 2022/07/26 18:03:14 - mmengine - INFO - Epoch(train) [2][2000/3757] lr: 9.9992e-03 eta: 3 days, 3:24:04 time: 0.4035 data_time: 0.0152 memory: 17007 grad_norm: 3.1398 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1116 loss: 5.1116 2022/07/26 18:03:22 - mmengine - INFO - Epoch(train) [2][2020/3757] lr: 9.9992e-03 eta: 3 days, 3:23:28 time: 0.3930 data_time: 0.0142 memory: 17007 grad_norm: 3.0185 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1393 loss: 5.1393 2022/07/26 18:03:30 - mmengine - INFO - Epoch(train) [2][2040/3757] lr: 9.9992e-03 eta: 3 days, 3:22:51 time: 0.3924 data_time: 0.0161 memory: 17007 grad_norm: 3.0047 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.0770 loss: 5.0770 2022/07/26 18:03:37 - mmengine - INFO - Epoch(train) [2][2060/3757] lr: 9.9992e-03 eta: 3 days, 3:22:07 time: 0.3890 data_time: 0.0141 memory: 17007 grad_norm: 3.0814 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9199 loss: 4.9199 2022/07/26 18:03:45 - mmengine - INFO - Epoch(train) [2][2080/3757] lr: 9.9992e-03 eta: 3 days, 3:21:33 time: 0.3933 data_time: 0.0166 memory: 17007 grad_norm: 3.1044 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2356 loss: 5.2356 2022/07/26 18:03:53 - mmengine - INFO - Epoch(train) [2][2100/3757] lr: 9.9992e-03 eta: 3 days, 3:20:51 time: 0.3902 data_time: 0.0132 memory: 17007 grad_norm: 3.0872 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.0690 loss: 5.0690 2022/07/26 18:04:01 - mmengine - INFO - Epoch(train) [2][2120/3757] lr: 9.9992e-03 eta: 3 days, 3:20:14 time: 0.3917 data_time: 0.0152 memory: 17007 grad_norm: 3.0739 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.9053 loss: 4.9053 2022/07/26 18:04:09 - mmengine - INFO - Epoch(train) [2][2140/3757] lr: 9.9992e-03 eta: 3 days, 3:19:37 time: 0.3919 data_time: 0.0135 memory: 17007 grad_norm: 3.1245 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2101 loss: 5.2101 2022/07/26 18:04:17 - mmengine - INFO - Epoch(train) [2][2160/3757] lr: 9.9992e-03 eta: 3 days, 3:19:00 time: 0.3915 data_time: 0.0158 memory: 17007 grad_norm: 3.0157 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.0879 loss: 5.0879 2022/07/26 18:04:24 - mmengine - INFO - Epoch(train) [2][2180/3757] lr: 9.9992e-03 eta: 3 days, 3:18:27 time: 0.3936 data_time: 0.0133 memory: 17007 grad_norm: 3.1038 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8974 loss: 4.8974 2022/07/26 18:04:32 - mmengine - INFO - Epoch(train) [2][2200/3757] lr: 9.9992e-03 eta: 3 days, 3:17:52 time: 0.3926 data_time: 0.0164 memory: 17007 grad_norm: 3.0001 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.9696 loss: 4.9696 2022/07/26 18:04:40 - mmengine - INFO - Epoch(train) [2][2220/3757] lr: 9.9992e-03 eta: 3 days, 3:17:23 time: 0.3950 data_time: 0.0163 memory: 17007 grad_norm: 3.2363 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9403 loss: 4.9403 2022/07/26 18:04:48 - mmengine - INFO - Epoch(train) [2][2240/3757] lr: 9.9992e-03 eta: 3 days, 3:16:44 time: 0.3905 data_time: 0.0148 memory: 17007 grad_norm: 3.1975 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1888 loss: 5.1888 2022/07/26 18:04:49 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 18:04:56 - mmengine - INFO - Epoch(train) [2][2260/3757] lr: 9.9992e-03 eta: 3 days, 3:16:28 time: 0.4009 data_time: 0.0131 memory: 17007 grad_norm: 3.1812 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1339 loss: 5.1339 2022/07/26 18:05:04 - mmengine - INFO - Epoch(train) [2][2280/3757] lr: 9.9992e-03 eta: 3 days, 3:16:21 time: 0.4047 data_time: 0.0172 memory: 17007 grad_norm: 3.0564 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.9103 loss: 4.9103 2022/07/26 18:05:12 - mmengine - INFO - Epoch(train) [2][2300/3757] lr: 9.9992e-03 eta: 3 days, 3:16:23 time: 0.4090 data_time: 0.0137 memory: 17007 grad_norm: 3.1332 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.1086 loss: 5.1086 2022/07/26 18:05:20 - mmengine - INFO - Epoch(train) [2][2320/3757] lr: 9.9992e-03 eta: 3 days, 3:15:51 time: 0.3933 data_time: 0.0164 memory: 17007 grad_norm: 3.0636 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 5.0135 loss: 5.0135 2022/07/26 18:05:28 - mmengine - INFO - Epoch(train) [2][2340/3757] lr: 9.9992e-03 eta: 3 days, 3:15:12 time: 0.3901 data_time: 0.0144 memory: 17007 grad_norm: 3.2266 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 5.0022 loss: 5.0022 2022/07/26 18:05:36 - mmengine - INFO - Epoch(train) [2][2360/3757] lr: 9.9992e-03 eta: 3 days, 3:14:35 time: 0.3912 data_time: 0.0157 memory: 17007 grad_norm: 3.2387 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.9963 loss: 4.9963 2022/07/26 18:05:44 - mmengine - INFO - Epoch(train) [2][2380/3757] lr: 9.9992e-03 eta: 3 days, 3:14:04 time: 0.3936 data_time: 0.0146 memory: 17007 grad_norm: 3.1395 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.0525 loss: 5.0525 2022/07/26 18:05:51 - mmengine - INFO - Epoch(train) [2][2400/3757] lr: 9.9992e-03 eta: 3 days, 3:13:29 time: 0.3919 data_time: 0.0164 memory: 17007 grad_norm: 2.9973 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1459 loss: 5.1459 2022/07/26 18:05:59 - mmengine - INFO - Epoch(train) [2][2420/3757] lr: 9.9992e-03 eta: 3 days, 3:13:00 time: 0.3945 data_time: 0.0136 memory: 17007 grad_norm: 3.1032 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.1685 loss: 5.1685 2022/07/26 18:06:07 - mmengine - INFO - Epoch(train) [2][2440/3757] lr: 9.9992e-03 eta: 3 days, 3:12:20 time: 0.3896 data_time: 0.0146 memory: 17007 grad_norm: 3.2231 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1251 loss: 5.1251 2022/07/26 18:06:16 - mmengine - INFO - Epoch(train) [2][2460/3757] lr: 9.9992e-03 eta: 3 days, 3:13:27 time: 0.4387 data_time: 0.0622 memory: 17007 grad_norm: 3.1395 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.1777 loss: 5.1777 2022/07/26 18:06:24 - mmengine - INFO - Epoch(train) [2][2480/3757] lr: 9.9992e-03 eta: 3 days, 3:13:13 time: 0.4015 data_time: 0.0160 memory: 17007 grad_norm: 3.2472 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9432 loss: 4.9432 2022/07/26 18:06:32 - mmengine - INFO - Epoch(train) [2][2500/3757] lr: 9.9992e-03 eta: 3 days, 3:12:35 time: 0.3903 data_time: 0.0156 memory: 17007 grad_norm: 3.2406 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.9546 loss: 4.9546 2022/07/26 18:06:40 - mmengine - INFO - Epoch(train) [2][2520/3757] lr: 9.9992e-03 eta: 3 days, 3:12:01 time: 0.3919 data_time: 0.0150 memory: 17007 grad_norm: 3.1796 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.2437 loss: 5.2437 2022/07/26 18:06:47 - mmengine - INFO - Epoch(train) [2][2540/3757] lr: 9.9992e-03 eta: 3 days, 3:11:20 time: 0.3885 data_time: 0.0141 memory: 17007 grad_norm: 3.1524 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.0666 loss: 5.0666 2022/07/26 18:06:55 - mmengine - INFO - Epoch(train) [2][2560/3757] lr: 9.9992e-03 eta: 3 days, 3:10:50 time: 0.3937 data_time: 0.0150 memory: 17007 grad_norm: 3.2157 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.0081 loss: 5.0081 2022/07/26 18:07:03 - mmengine - INFO - Epoch(train) [2][2580/3757] lr: 9.9992e-03 eta: 3 days, 3:10:28 time: 0.3973 data_time: 0.0133 memory: 17007 grad_norm: 3.1606 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 5.1641 loss: 5.1641 2022/07/26 18:07:11 - mmengine - INFO - Epoch(train) [2][2600/3757] lr: 9.9992e-03 eta: 3 days, 3:10:00 time: 0.3948 data_time: 0.0160 memory: 17007 grad_norm: 3.2132 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.1060 loss: 5.1060 2022/07/26 18:07:19 - mmengine - INFO - Epoch(train) [2][2620/3757] lr: 9.9992e-03 eta: 3 days, 3:09:30 time: 0.3932 data_time: 0.0158 memory: 17007 grad_norm: 3.0453 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2058 loss: 5.2058 2022/07/26 18:07:27 - mmengine - INFO - Epoch(train) [2][2640/3757] lr: 9.9992e-03 eta: 3 days, 3:08:57 time: 0.3923 data_time: 0.0172 memory: 17007 grad_norm: 3.0585 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.0315 loss: 5.0315 2022/07/26 18:07:35 - mmengine - INFO - Epoch(train) [2][2660/3757] lr: 9.9992e-03 eta: 3 days, 3:08:19 time: 0.3893 data_time: 0.0141 memory: 17007 grad_norm: 3.0979 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 4.9053 loss: 4.9053 2022/07/26 18:07:42 - mmengine - INFO - Epoch(train) [2][2680/3757] lr: 9.9992e-03 eta: 3 days, 3:07:47 time: 0.3925 data_time: 0.0162 memory: 17007 grad_norm: 3.1311 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9853 loss: 4.9853 2022/07/26 18:07:50 - mmengine - INFO - Epoch(train) [2][2700/3757] lr: 9.9992e-03 eta: 3 days, 3:07:33 time: 0.4010 data_time: 0.0163 memory: 17007 grad_norm: 3.1191 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1280 loss: 5.1280 2022/07/26 18:07:58 - mmengine - INFO - Epoch(train) [2][2720/3757] lr: 9.9992e-03 eta: 3 days, 3:07:00 time: 0.3919 data_time: 0.0151 memory: 17007 grad_norm: 3.1615 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 5.1792 loss: 5.1792 2022/07/26 18:08:06 - mmengine - INFO - Epoch(train) [2][2740/3757] lr: 9.9992e-03 eta: 3 days, 3:06:26 time: 0.3907 data_time: 0.0136 memory: 17007 grad_norm: 3.1217 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.0641 loss: 5.0641 2022/07/26 18:08:14 - mmengine - INFO - Epoch(train) [2][2760/3757] lr: 9.9992e-03 eta: 3 days, 3:05:50 time: 0.3904 data_time: 0.0158 memory: 17007 grad_norm: 3.2083 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.0728 loss: 5.0728 2022/07/26 18:08:22 - mmengine - INFO - Epoch(train) [2][2780/3757] lr: 9.9992e-03 eta: 3 days, 3:05:31 time: 0.3985 data_time: 0.0140 memory: 17007 grad_norm: 3.1704 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 5.0290 loss: 5.0290 2022/07/26 18:08:30 - mmengine - INFO - Epoch(train) [2][2800/3757] lr: 9.9992e-03 eta: 3 days, 3:04:58 time: 0.3914 data_time: 0.0173 memory: 17007 grad_norm: 3.2210 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.8326 loss: 4.8326 2022/07/26 18:08:38 - mmengine - INFO - Epoch(train) [2][2820/3757] lr: 9.9992e-03 eta: 3 days, 3:04:23 time: 0.3900 data_time: 0.0142 memory: 17007 grad_norm: 3.2007 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.0498 loss: 5.0498 2022/07/26 18:08:46 - mmengine - INFO - Epoch(train) [2][2840/3757] lr: 9.9992e-03 eta: 3 days, 3:04:47 time: 0.4197 data_time: 0.0174 memory: 17007 grad_norm: 3.0340 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.0674 loss: 5.0674 2022/07/26 18:08:54 - mmengine - INFO - Epoch(train) [2][2860/3757] lr: 9.9992e-03 eta: 3 days, 3:04:15 time: 0.3917 data_time: 0.0126 memory: 17007 grad_norm: 3.0383 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9771 loss: 4.9771 2022/07/26 18:09:02 - mmengine - INFO - Epoch(train) [2][2880/3757] lr: 9.9992e-03 eta: 3 days, 3:03:55 time: 0.3978 data_time: 0.0164 memory: 17007 grad_norm: 3.1972 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.0960 loss: 5.0960 2022/07/26 18:09:09 - mmengine - INFO - Epoch(train) [2][2900/3757] lr: 9.9992e-03 eta: 3 days, 3:03:19 time: 0.3897 data_time: 0.0138 memory: 17007 grad_norm: 3.1659 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.0221 loss: 5.0221 2022/07/26 18:09:17 - mmengine - INFO - Epoch(train) [2][2920/3757] lr: 9.9992e-03 eta: 3 days, 3:02:45 time: 0.3903 data_time: 0.0151 memory: 17007 grad_norm: 3.1431 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.9718 loss: 4.9718 2022/07/26 18:09:25 - mmengine - INFO - Epoch(train) [2][2940/3757] lr: 9.9992e-03 eta: 3 days, 3:02:24 time: 0.3970 data_time: 0.0140 memory: 17007 grad_norm: 3.1730 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.7866 loss: 4.7866 2022/07/26 18:09:33 - mmengine - INFO - Epoch(train) [2][2960/3757] lr: 9.9992e-03 eta: 3 days, 3:01:52 time: 0.3914 data_time: 0.0162 memory: 17007 grad_norm: 3.2800 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8160 loss: 4.8160 2022/07/26 18:09:41 - mmengine - INFO - Epoch(train) [2][2980/3757] lr: 9.9992e-03 eta: 3 days, 3:01:43 time: 0.4029 data_time: 0.0140 memory: 17007 grad_norm: 3.2074 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.9854 loss: 4.9854 2022/07/26 18:09:49 - mmengine - INFO - Epoch(train) [2][3000/3757] lr: 9.9992e-03 eta: 3 days, 3:01:11 time: 0.3916 data_time: 0.0157 memory: 17007 grad_norm: 3.0799 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.0858 loss: 5.0858 2022/07/26 18:09:57 - mmengine - INFO - Epoch(train) [2][3020/3757] lr: 9.9992e-03 eta: 3 days, 3:00:36 time: 0.3898 data_time: 0.0148 memory: 17007 grad_norm: 3.2238 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.8641 loss: 4.8641 2022/07/26 18:10:05 - mmengine - INFO - Epoch(train) [2][3040/3757] lr: 9.9992e-03 eta: 3 days, 3:00:09 time: 0.3936 data_time: 0.0163 memory: 17007 grad_norm: 3.2489 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.0777 loss: 5.0777 2022/07/26 18:10:12 - mmengine - INFO - Epoch(train) [2][3060/3757] lr: 9.9992e-03 eta: 3 days, 2:59:34 time: 0.3897 data_time: 0.0140 memory: 17007 grad_norm: 3.3199 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.2247 loss: 5.2247 2022/07/26 18:10:20 - mmengine - INFO - Epoch(train) [2][3080/3757] lr: 9.9992e-03 eta: 3 days, 2:59:10 time: 0.3951 data_time: 0.0169 memory: 17007 grad_norm: 3.1674 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9230 loss: 4.9230 2022/07/26 18:10:28 - mmengine - INFO - Epoch(train) [2][3100/3757] lr: 9.9992e-03 eta: 3 days, 2:58:35 time: 0.3895 data_time: 0.0129 memory: 17007 grad_norm: 3.0899 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1590 loss: 5.1590 2022/07/26 18:10:36 - mmengine - INFO - Epoch(train) [2][3120/3757] lr: 9.9992e-03 eta: 3 days, 2:58:03 time: 0.3907 data_time: 0.0155 memory: 17007 grad_norm: 3.2494 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.8892 loss: 4.8892 2022/07/26 18:10:44 - mmengine - INFO - Epoch(train) [2][3140/3757] lr: 9.9992e-03 eta: 3 days, 2:57:49 time: 0.4005 data_time: 0.0138 memory: 17007 grad_norm: 3.2247 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.1145 loss: 5.1145 2022/07/26 18:10:52 - mmengine - INFO - Epoch(train) [2][3160/3757] lr: 9.9992e-03 eta: 3 days, 2:57:17 time: 0.3905 data_time: 0.0162 memory: 17007 grad_norm: 3.1639 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.9268 loss: 4.9268 2022/07/26 18:11:00 - mmengine - INFO - Epoch(train) [2][3180/3757] lr: 9.9992e-03 eta: 3 days, 2:57:04 time: 0.4005 data_time: 0.0153 memory: 17007 grad_norm: 3.1525 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 5.0772 loss: 5.0772 2022/07/26 18:11:08 - mmengine - INFO - Epoch(train) [2][3200/3757] lr: 9.9992e-03 eta: 3 days, 2:56:34 time: 0.3922 data_time: 0.0161 memory: 17007 grad_norm: 3.0406 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.9670 loss: 4.9670 2022/07/26 18:11:15 - mmengine - INFO - Epoch(train) [2][3220/3757] lr: 9.9992e-03 eta: 3 days, 2:56:02 time: 0.3902 data_time: 0.0140 memory: 17007 grad_norm: 3.1857 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.8199 loss: 4.8199 2022/07/26 18:11:23 - mmengine - INFO - Epoch(train) [2][3240/3757] lr: 9.9992e-03 eta: 3 days, 2:55:50 time: 0.4009 data_time: 0.0167 memory: 17007 grad_norm: 3.1824 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.0713 loss: 5.0713 2022/07/26 18:11:25 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 18:11:31 - mmengine - INFO - Epoch(train) [2][3260/3757] lr: 9.9992e-03 eta: 3 days, 2:55:17 time: 0.3900 data_time: 0.0147 memory: 17007 grad_norm: 3.2463 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.0410 loss: 5.0410 2022/07/26 18:11:39 - mmengine - INFO - Epoch(train) [2][3280/3757] lr: 9.9992e-03 eta: 3 days, 2:55:23 time: 0.4107 data_time: 0.0225 memory: 17007 grad_norm: 3.4141 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.0604 loss: 5.0604 2022/07/26 18:11:47 - mmengine - INFO - Epoch(train) [2][3300/3757] lr: 9.9992e-03 eta: 3 days, 2:54:49 time: 0.3893 data_time: 0.0126 memory: 17007 grad_norm: 3.3660 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.0645 loss: 5.0645 2022/07/26 18:11:55 - mmengine - INFO - Epoch(train) [2][3320/3757] lr: 9.9992e-03 eta: 3 days, 2:54:20 time: 0.3921 data_time: 0.0165 memory: 17007 grad_norm: 3.2106 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.0478 loss: 5.0478 2022/07/26 18:12:03 - mmengine - INFO - Epoch(train) [2][3340/3757] lr: 9.9992e-03 eta: 3 days, 2:54:13 time: 0.4035 data_time: 0.0145 memory: 17007 grad_norm: 3.1187 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1000 loss: 5.1000 2022/07/26 18:12:11 - mmengine - INFO - Epoch(train) [2][3360/3757] lr: 9.9992e-03 eta: 3 days, 2:53:43 time: 0.3914 data_time: 0.0163 memory: 17007 grad_norm: 3.1525 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.8183 loss: 4.8183 2022/07/26 18:12:19 - mmengine - INFO - Epoch(train) [2][3380/3757] lr: 9.9992e-03 eta: 3 days, 2:53:10 time: 0.3895 data_time: 0.0126 memory: 17007 grad_norm: 3.3252 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.9736 loss: 4.9736 2022/07/26 18:12:27 - mmengine - INFO - Epoch(train) [2][3400/3757] lr: 9.9992e-03 eta: 3 days, 2:52:51 time: 0.3971 data_time: 0.0166 memory: 17007 grad_norm: 3.2486 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.0841 loss: 5.0841 2022/07/26 18:12:34 - mmengine - INFO - Epoch(train) [2][3420/3757] lr: 9.9992e-03 eta: 3 days, 2:52:18 time: 0.3893 data_time: 0.0146 memory: 17007 grad_norm: 3.1170 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.9707 loss: 4.9707 2022/07/26 18:12:43 - mmengine - INFO - Epoch(train) [2][3440/3757] lr: 9.9992e-03 eta: 3 days, 2:52:08 time: 0.4018 data_time: 0.0165 memory: 17007 grad_norm: 3.2085 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.8793 loss: 4.8793 2022/07/26 18:12:50 - mmengine - INFO - Epoch(train) [2][3460/3757] lr: 9.9992e-03 eta: 3 days, 2:51:34 time: 0.3887 data_time: 0.0141 memory: 17007 grad_norm: 3.2369 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8093 loss: 4.8093 2022/07/26 18:12:58 - mmengine - INFO - Epoch(train) [2][3480/3757] lr: 9.9992e-03 eta: 3 days, 2:51:01 time: 0.3895 data_time: 0.0152 memory: 17007 grad_norm: 3.1156 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9209 loss: 4.9209 2022/07/26 18:13:06 - mmengine - INFO - Epoch(train) [2][3500/3757] lr: 9.9992e-03 eta: 3 days, 2:50:33 time: 0.3917 data_time: 0.0146 memory: 17007 grad_norm: 3.1882 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8846 loss: 4.8846 2022/07/26 18:13:14 - mmengine - INFO - Epoch(train) [2][3520/3757] lr: 9.9992e-03 eta: 3 days, 2:50:05 time: 0.3921 data_time: 0.0164 memory: 17007 grad_norm: 3.2365 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8160 loss: 4.8160 2022/07/26 18:13:22 - mmengine - INFO - Epoch(train) [2][3540/3757] lr: 9.9992e-03 eta: 3 days, 2:49:52 time: 0.4001 data_time: 0.0148 memory: 17007 grad_norm: 3.2603 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.9699 loss: 4.9699 2022/07/26 18:13:30 - mmengine - INFO - Epoch(train) [2][3560/3757] lr: 9.9992e-03 eta: 3 days, 2:49:26 time: 0.3924 data_time: 0.0160 memory: 17007 grad_norm: 3.1765 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8702 loss: 4.8702 2022/07/26 18:13:37 - mmengine - INFO - Epoch(train) [2][3580/3757] lr: 9.9992e-03 eta: 3 days, 2:48:51 time: 0.3883 data_time: 0.0142 memory: 17007 grad_norm: 3.4510 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9746 loss: 4.9746 2022/07/26 18:13:45 - mmengine - INFO - Epoch(train) [2][3600/3757] lr: 9.9992e-03 eta: 3 days, 2:48:32 time: 0.3962 data_time: 0.0156 memory: 17007 grad_norm: 3.4471 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.2001 loss: 5.2001 2022/07/26 18:13:53 - mmengine - INFO - Epoch(train) [2][3620/3757] lr: 9.9992e-03 eta: 3 days, 2:48:01 time: 0.3903 data_time: 0.0136 memory: 17007 grad_norm: 3.1602 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.9450 loss: 4.9450 2022/07/26 18:14:01 - mmengine - INFO - Epoch(train) [2][3640/3757] lr: 9.9992e-03 eta: 3 days, 2:47:59 time: 0.4059 data_time: 0.0164 memory: 17007 grad_norm: 3.2359 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8375 loss: 4.8375 2022/07/26 18:14:09 - mmengine - INFO - Epoch(train) [2][3660/3757] lr: 9.9992e-03 eta: 3 days, 2:47:29 time: 0.3903 data_time: 0.0130 memory: 17007 grad_norm: 3.2621 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.9135 loss: 4.9135 2022/07/26 18:14:17 - mmengine - INFO - Epoch(train) [2][3680/3757] lr: 9.9992e-03 eta: 3 days, 2:46:59 time: 0.3908 data_time: 0.0158 memory: 17007 grad_norm: 3.3149 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.9025 loss: 4.9025 2022/07/26 18:14:25 - mmengine - INFO - Epoch(train) [2][3700/3757] lr: 9.9992e-03 eta: 3 days, 2:46:32 time: 0.3918 data_time: 0.0137 memory: 17007 grad_norm: 3.3477 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1691 loss: 5.1691 2022/07/26 18:14:33 - mmengine - INFO - Epoch(train) [2][3720/3757] lr: 9.9992e-03 eta: 3 days, 2:46:05 time: 0.3920 data_time: 0.0168 memory: 17007 grad_norm: 3.0588 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.8835 loss: 4.8835 2022/07/26 18:14:40 - mmengine - INFO - Epoch(train) [2][3740/3757] lr: 9.9992e-03 eta: 3 days, 2:45:35 time: 0.3898 data_time: 0.0131 memory: 17007 grad_norm: 3.1458 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8921 loss: 4.8921 2022/07/26 18:14:47 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 18:14:47 - mmengine - INFO - Epoch(train) [2][3757/3757] lr: 9.9992e-03 eta: 3 days, 2:45:35 time: 0.3877 data_time: 0.0165 memory: 17007 grad_norm: 3.2669 top1_acc: 0.1429 top5_acc: 0.1429 loss_cls: 5.0772 loss: 5.0772 2022/07/26 18:14:47 - mmengine - INFO - Saving checkpoint at 2 epochs 2022/07/26 18:14:58 - mmengine - INFO - Epoch(train) [3][20/3757] lr: 9.9970e-03 eta: 3 days, 2:36:20 time: 0.4406 data_time: 0.0653 memory: 17007 grad_norm: 3.1750 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 5.0035 loss: 5.0035 2022/07/26 18:15:06 - mmengine - INFO - Epoch(train) [3][40/3757] lr: 9.9970e-03 eta: 3 days, 2:36:05 time: 0.3975 data_time: 0.0170 memory: 17007 grad_norm: 3.2878 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.0421 loss: 5.0421 2022/07/26 18:15:13 - mmengine - INFO - Epoch(train) [3][60/3757] lr: 9.9970e-03 eta: 3 days, 2:35:38 time: 0.3908 data_time: 0.0143 memory: 17007 grad_norm: 3.2907 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.8288 loss: 4.8288 2022/07/26 18:15:21 - mmengine - INFO - Epoch(train) [3][80/3757] lr: 9.9970e-03 eta: 3 days, 2:35:15 time: 0.3930 data_time: 0.0160 memory: 17007 grad_norm: 3.4452 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.9652 loss: 4.9652 2022/07/26 18:15:29 - mmengine - INFO - Epoch(train) [3][100/3757] lr: 9.9970e-03 eta: 3 days, 2:34:45 time: 0.3892 data_time: 0.0143 memory: 17007 grad_norm: 3.3329 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.8492 loss: 4.8492 2022/07/26 18:15:37 - mmengine - INFO - Epoch(train) [3][120/3757] lr: 9.9970e-03 eta: 3 days, 2:34:19 time: 0.3911 data_time: 0.0158 memory: 17007 grad_norm: 3.3062 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.9401 loss: 4.9401 2022/07/26 18:15:45 - mmengine - INFO - Epoch(train) [3][140/3757] lr: 9.9970e-03 eta: 3 days, 2:33:52 time: 0.3910 data_time: 0.0156 memory: 17007 grad_norm: 3.4022 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 5.1337 loss: 5.1337 2022/07/26 18:15:52 - mmengine - INFO - Epoch(train) [3][160/3757] lr: 9.9970e-03 eta: 3 days, 2:33:25 time: 0.3903 data_time: 0.0146 memory: 17007 grad_norm: 3.2839 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.9953 loss: 4.9953 2022/07/26 18:16:00 - mmengine - INFO - Epoch(train) [3][180/3757] lr: 9.9970e-03 eta: 3 days, 2:33:01 time: 0.3925 data_time: 0.0155 memory: 17007 grad_norm: 3.2535 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.9834 loss: 4.9834 2022/07/26 18:16:08 - mmengine - INFO - Epoch(train) [3][200/3757] lr: 9.9970e-03 eta: 3 days, 2:32:34 time: 0.3905 data_time: 0.0156 memory: 17007 grad_norm: 3.3447 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.9725 loss: 4.9725 2022/07/26 18:16:16 - mmengine - INFO - Epoch(train) [3][220/3757] lr: 9.9970e-03 eta: 3 days, 2:32:06 time: 0.3900 data_time: 0.0146 memory: 17007 grad_norm: 3.1625 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.9669 loss: 4.9669 2022/07/26 18:16:24 - mmengine - INFO - Epoch(train) [3][240/3757] lr: 9.9970e-03 eta: 3 days, 2:31:47 time: 0.3949 data_time: 0.0169 memory: 17007 grad_norm: 3.2385 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8829 loss: 4.8829 2022/07/26 18:16:32 - mmengine - INFO - Epoch(train) [3][260/3757] lr: 9.9970e-03 eta: 3 days, 2:31:21 time: 0.3910 data_time: 0.0143 memory: 17007 grad_norm: 3.1473 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 5.0219 loss: 5.0219 2022/07/26 18:16:40 - mmengine - INFO - Epoch(train) [3][280/3757] lr: 9.9970e-03 eta: 3 days, 2:31:12 time: 0.4004 data_time: 0.0150 memory: 17007 grad_norm: 3.1252 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.9478 loss: 4.9478 2022/07/26 18:16:47 - mmengine - INFO - Epoch(train) [3][300/3757] lr: 9.9970e-03 eta: 3 days, 2:30:46 time: 0.3911 data_time: 0.0136 memory: 17007 grad_norm: 3.2062 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.7911 loss: 4.7911 2022/07/26 18:16:55 - mmengine - INFO - Epoch(train) [3][320/3757] lr: 9.9970e-03 eta: 3 days, 2:30:21 time: 0.3914 data_time: 0.0159 memory: 17007 grad_norm: 3.2296 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.9608 loss: 4.9608 2022/07/26 18:17:03 - mmengine - INFO - Epoch(train) [3][340/3757] lr: 9.9970e-03 eta: 3 days, 2:30:07 time: 0.3977 data_time: 0.0141 memory: 17007 grad_norm: 3.2744 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.7342 loss: 4.7342 2022/07/26 18:17:11 - mmengine - INFO - Epoch(train) [3][360/3757] lr: 9.9970e-03 eta: 3 days, 2:29:42 time: 0.3911 data_time: 0.0161 memory: 17007 grad_norm: 3.1968 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.8702 loss: 4.8702 2022/07/26 18:17:19 - mmengine - INFO - Epoch(train) [3][380/3757] lr: 9.9970e-03 eta: 3 days, 2:29:12 time: 0.3881 data_time: 0.0139 memory: 17007 grad_norm: 3.2470 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.6838 loss: 4.6838 2022/07/26 18:17:27 - mmengine - INFO - Epoch(train) [3][400/3757] lr: 9.9970e-03 eta: 3 days, 2:28:57 time: 0.3970 data_time: 0.0158 memory: 17007 grad_norm: 3.3153 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.8116 loss: 4.8116 2022/07/26 18:17:35 - mmengine - INFO - Epoch(train) [3][420/3757] lr: 9.9970e-03 eta: 3 days, 2:28:35 time: 0.3933 data_time: 0.0146 memory: 17007 grad_norm: 3.3075 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8305 loss: 4.8305 2022/07/26 18:17:42 - mmengine - INFO - Epoch(train) [3][440/3757] lr: 9.9970e-03 eta: 3 days, 2:28:12 time: 0.3919 data_time: 0.0166 memory: 17007 grad_norm: 3.2696 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 5.0195 loss: 5.0195 2022/07/26 18:17:50 - mmengine - INFO - Epoch(train) [3][460/3757] lr: 9.9970e-03 eta: 3 days, 2:27:46 time: 0.3905 data_time: 0.0147 memory: 17007 grad_norm: 3.2615 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.8034 loss: 4.8034 2022/07/26 18:17:58 - mmengine - INFO - Epoch(train) [3][480/3757] lr: 9.9970e-03 eta: 3 days, 2:27:19 time: 0.3901 data_time: 0.0154 memory: 17007 grad_norm: 3.3370 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.7271 loss: 4.7271 2022/07/26 18:18:00 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 18:18:06 - mmengine - INFO - Epoch(train) [3][500/3757] lr: 9.9970e-03 eta: 3 days, 2:26:57 time: 0.3926 data_time: 0.0152 memory: 17007 grad_norm: 3.4722 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.9373 loss: 4.9373 2022/07/26 18:18:14 - mmengine - INFO - Epoch(train) [3][520/3757] lr: 9.9970e-03 eta: 3 days, 2:26:32 time: 0.3907 data_time: 0.0159 memory: 17007 grad_norm: 3.3908 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.9846 loss: 4.9846 2022/07/26 18:18:22 - mmengine - INFO - Epoch(train) [3][540/3757] lr: 9.9970e-03 eta: 3 days, 2:26:09 time: 0.3920 data_time: 0.0137 memory: 17007 grad_norm: 3.3510 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8452 loss: 4.8452 2022/07/26 18:18:29 - mmengine - INFO - Epoch(train) [3][560/3757] lr: 9.9970e-03 eta: 3 days, 2:25:41 time: 0.3894 data_time: 0.0152 memory: 17007 grad_norm: 3.3767 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.9169 loss: 4.9169 2022/07/26 18:18:37 - mmengine - INFO - Epoch(train) [3][580/3757] lr: 9.9970e-03 eta: 3 days, 2:25:15 time: 0.3900 data_time: 0.0150 memory: 17007 grad_norm: 3.3988 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.9548 loss: 4.9548 2022/07/26 18:18:45 - mmengine - INFO - Epoch(train) [3][600/3757] lr: 9.9970e-03 eta: 3 days, 2:24:53 time: 0.3923 data_time: 0.0165 memory: 17007 grad_norm: 3.1913 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.8860 loss: 4.8860 2022/07/26 18:18:53 - mmengine - INFO - Epoch(train) [3][620/3757] lr: 9.9970e-03 eta: 3 days, 2:24:25 time: 0.3890 data_time: 0.0145 memory: 17007 grad_norm: 3.2351 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.8073 loss: 4.8073 2022/07/26 18:19:01 - mmengine - INFO - Epoch(train) [3][640/3757] lr: 9.9970e-03 eta: 3 days, 2:24:02 time: 0.3917 data_time: 0.0162 memory: 17007 grad_norm: 3.3152 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.9641 loss: 4.9641 2022/07/26 18:19:08 - mmengine - INFO - Epoch(train) [3][660/3757] lr: 9.9970e-03 eta: 3 days, 2:23:34 time: 0.3885 data_time: 0.0143 memory: 17007 grad_norm: 3.2839 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.0277 loss: 5.0277 2022/07/26 18:19:16 - mmengine - INFO - Epoch(train) [3][680/3757] lr: 9.9970e-03 eta: 3 days, 2:23:09 time: 0.3908 data_time: 0.0153 memory: 17007 grad_norm: 3.3606 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.9107 loss: 4.9107 2022/07/26 18:19:24 - mmengine - INFO - Epoch(train) [3][700/3757] lr: 9.9970e-03 eta: 3 days, 2:22:48 time: 0.3925 data_time: 0.0161 memory: 17007 grad_norm: 3.1824 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9407 loss: 4.9407 2022/07/26 18:19:32 - mmengine - INFO - Epoch(train) [3][720/3757] lr: 9.9970e-03 eta: 3 days, 2:22:24 time: 0.3910 data_time: 0.0155 memory: 17007 grad_norm: 3.1703 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.9346 loss: 4.9346 2022/07/26 18:19:40 - mmengine - INFO - Epoch(train) [3][740/3757] lr: 9.9970e-03 eta: 3 days, 2:22:01 time: 0.3916 data_time: 0.0150 memory: 17007 grad_norm: 3.2792 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.8161 loss: 4.8161 2022/07/26 18:19:48 - mmengine - INFO - Epoch(train) [3][760/3757] lr: 9.9970e-03 eta: 3 days, 2:21:35 time: 0.3898 data_time: 0.0154 memory: 17007 grad_norm: 3.2789 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8311 loss: 4.8311 2022/07/26 18:19:55 - mmengine - INFO - Epoch(train) [3][780/3757] lr: 9.9970e-03 eta: 3 days, 2:21:09 time: 0.3892 data_time: 0.0148 memory: 17007 grad_norm: 3.2169 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8865 loss: 4.8865 2022/07/26 18:20:03 - mmengine - INFO - Epoch(train) [3][800/3757] lr: 9.9970e-03 eta: 3 days, 2:21:00 time: 0.4007 data_time: 0.0161 memory: 17007 grad_norm: 3.3034 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8759 loss: 4.8759 2022/07/26 18:20:11 - mmengine - INFO - Epoch(train) [3][820/3757] lr: 9.9970e-03 eta: 3 days, 2:20:37 time: 0.3912 data_time: 0.0151 memory: 17007 grad_norm: 3.2922 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8849 loss: 4.8849 2022/07/26 18:20:19 - mmengine - INFO - Epoch(train) [3][840/3757] lr: 9.9970e-03 eta: 3 days, 2:20:11 time: 0.3891 data_time: 0.0152 memory: 17007 grad_norm: 3.2256 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 5.0646 loss: 5.0646 2022/07/26 18:20:27 - mmengine - INFO - Epoch(train) [3][860/3757] lr: 9.9970e-03 eta: 3 days, 2:19:51 time: 0.3931 data_time: 0.0162 memory: 17007 grad_norm: 3.3650 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.9554 loss: 4.9554 2022/07/26 18:20:35 - mmengine - INFO - Epoch(train) [3][880/3757] lr: 9.9970e-03 eta: 3 days, 2:19:27 time: 0.3910 data_time: 0.0156 memory: 17007 grad_norm: 3.3610 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.7408 loss: 4.7408 2022/07/26 18:20:43 - mmengine - INFO - Epoch(train) [3][900/3757] lr: 9.9970e-03 eta: 3 days, 2:19:15 time: 0.3982 data_time: 0.0150 memory: 17007 grad_norm: 3.1904 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7848 loss: 4.7848 2022/07/26 18:20:50 - mmengine - INFO - Epoch(train) [3][920/3757] lr: 9.9970e-03 eta: 3 days, 2:18:52 time: 0.3909 data_time: 0.0157 memory: 17007 grad_norm: 3.3003 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.8093 loss: 4.8093 2022/07/26 18:20:58 - mmengine - INFO - Epoch(train) [3][940/3757] lr: 9.9970e-03 eta: 3 days, 2:18:27 time: 0.3899 data_time: 0.0147 memory: 17007 grad_norm: 3.4940 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.6365 loss: 4.6365 2022/07/26 18:21:06 - mmengine - INFO - Epoch(train) [3][960/3757] lr: 9.9970e-03 eta: 3 days, 2:18:07 time: 0.3926 data_time: 0.0166 memory: 17007 grad_norm: 3.2584 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.0739 loss: 5.0739 2022/07/26 18:21:14 - mmengine - INFO - Epoch(train) [3][980/3757] lr: 9.9970e-03 eta: 3 days, 2:17:42 time: 0.3901 data_time: 0.0144 memory: 17007 grad_norm: 3.2915 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.6417 loss: 4.6417 2022/07/26 18:21:22 - mmengine - INFO - Epoch(train) [3][1000/3757] lr: 9.9970e-03 eta: 3 days, 2:17:24 time: 0.3942 data_time: 0.0159 memory: 17007 grad_norm: 3.3763 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.8899 loss: 4.8899 2022/07/26 18:21:30 - mmengine - INFO - Epoch(train) [3][1020/3757] lr: 9.9970e-03 eta: 3 days, 2:17:01 time: 0.3907 data_time: 0.0148 memory: 17007 grad_norm: 3.2515 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.8475 loss: 4.8475 2022/07/26 18:21:37 - mmengine - INFO - Epoch(train) [3][1040/3757] lr: 9.9970e-03 eta: 3 days, 2:16:38 time: 0.3910 data_time: 0.0154 memory: 17007 grad_norm: 3.2803 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.9012 loss: 4.9012 2022/07/26 18:21:45 - mmengine - INFO - Epoch(train) [3][1060/3757] lr: 9.9970e-03 eta: 3 days, 2:16:16 time: 0.3913 data_time: 0.0159 memory: 17007 grad_norm: 3.3013 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7450 loss: 4.7450 2022/07/26 18:21:53 - mmengine - INFO - Epoch(train) [3][1080/3757] lr: 9.9970e-03 eta: 3 days, 2:15:53 time: 0.3914 data_time: 0.0150 memory: 17007 grad_norm: 3.3423 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.0391 loss: 5.0391 2022/07/26 18:22:01 - mmengine - INFO - Epoch(train) [3][1100/3757] lr: 9.9970e-03 eta: 3 days, 2:15:33 time: 0.3921 data_time: 0.0166 memory: 17007 grad_norm: 3.2255 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.9404 loss: 4.9404 2022/07/26 18:22:09 - mmengine - INFO - Epoch(train) [3][1120/3757] lr: 9.9970e-03 eta: 3 days, 2:15:08 time: 0.3894 data_time: 0.0166 memory: 17007 grad_norm: 3.2840 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9027 loss: 4.9027 2022/07/26 18:22:17 - mmengine - INFO - Epoch(train) [3][1140/3757] lr: 9.9970e-03 eta: 3 days, 2:14:49 time: 0.3936 data_time: 0.0128 memory: 17007 grad_norm: 3.3413 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.8275 loss: 4.8275 2022/07/26 18:22:25 - mmengine - INFO - Epoch(train) [3][1160/3757] lr: 9.9970e-03 eta: 3 days, 2:14:51 time: 0.4065 data_time: 0.0169 memory: 17007 grad_norm: 3.1741 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.8439 loss: 4.8439 2022/07/26 18:22:33 - mmengine - INFO - Epoch(train) [3][1180/3757] lr: 9.9970e-03 eta: 3 days, 2:14:33 time: 0.3939 data_time: 0.0150 memory: 17007 grad_norm: 3.3168 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.8592 loss: 4.8592 2022/07/26 18:22:40 - mmengine - INFO - Epoch(train) [3][1200/3757] lr: 9.9970e-03 eta: 3 days, 2:14:13 time: 0.3927 data_time: 0.0159 memory: 17007 grad_norm: 3.2501 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6381 loss: 4.6381 2022/07/26 18:22:48 - mmengine - INFO - Epoch(train) [3][1220/3757] lr: 9.9970e-03 eta: 3 days, 2:13:49 time: 0.3898 data_time: 0.0149 memory: 17007 grad_norm: 3.2333 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.9069 loss: 4.9069 2022/07/26 18:22:56 - mmengine - INFO - Epoch(train) [3][1240/3757] lr: 9.9970e-03 eta: 3 days, 2:13:29 time: 0.3929 data_time: 0.0153 memory: 17007 grad_norm: 3.2953 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8095 loss: 4.8095 2022/07/26 18:23:04 - mmengine - INFO - Epoch(train) [3][1260/3757] lr: 9.9970e-03 eta: 3 days, 2:13:08 time: 0.3914 data_time: 0.0161 memory: 17007 grad_norm: 3.2080 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7700 loss: 4.7700 2022/07/26 18:23:12 - mmengine - INFO - Epoch(train) [3][1280/3757] lr: 9.9970e-03 eta: 3 days, 2:12:58 time: 0.3988 data_time: 0.0159 memory: 17007 grad_norm: 3.2713 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.7206 loss: 4.7206 2022/07/26 18:23:20 - mmengine - INFO - Epoch(train) [3][1300/3757] lr: 9.9970e-03 eta: 3 days, 2:12:32 time: 0.3890 data_time: 0.0147 memory: 17007 grad_norm: 3.2562 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.8689 loss: 4.8689 2022/07/26 18:23:27 - mmengine - INFO - Epoch(train) [3][1320/3757] lr: 9.9970e-03 eta: 3 days, 2:12:11 time: 0.3916 data_time: 0.0168 memory: 17007 grad_norm: 3.3088 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.8032 loss: 4.8032 2022/07/26 18:23:35 - mmengine - INFO - Epoch(train) [3][1340/3757] lr: 9.9970e-03 eta: 3 days, 2:11:49 time: 0.3904 data_time: 0.0146 memory: 17007 grad_norm: 3.1989 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.9360 loss: 4.9360 2022/07/26 18:23:44 - mmengine - INFO - Epoch(train) [3][1360/3757] lr: 9.9970e-03 eta: 3 days, 2:12:05 time: 0.4162 data_time: 0.0159 memory: 17007 grad_norm: 3.1294 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.9940 loss: 4.9940 2022/07/26 18:23:51 - mmengine - INFO - Epoch(train) [3][1380/3757] lr: 9.9970e-03 eta: 3 days, 2:11:42 time: 0.3904 data_time: 0.0148 memory: 17007 grad_norm: 3.3190 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.7178 loss: 4.7178 2022/07/26 18:23:59 - mmengine - INFO - Epoch(train) [3][1400/3757] lr: 9.9970e-03 eta: 3 days, 2:11:19 time: 0.3901 data_time: 0.0158 memory: 17007 grad_norm: 3.3344 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.8229 loss: 4.8229 2022/07/26 18:24:07 - mmengine - INFO - Epoch(train) [3][1420/3757] lr: 9.9970e-03 eta: 3 days, 2:11:08 time: 0.3982 data_time: 0.0149 memory: 17007 grad_norm: 3.2845 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.7841 loss: 4.7841 2022/07/26 18:24:15 - mmengine - INFO - Epoch(train) [3][1440/3757] lr: 9.9970e-03 eta: 3 days, 2:10:49 time: 0.3928 data_time: 0.0168 memory: 17007 grad_norm: 3.1277 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.6620 loss: 4.6620 2022/07/26 18:24:23 - mmengine - INFO - Epoch(train) [3][1460/3757] lr: 9.9970e-03 eta: 3 days, 2:10:30 time: 0.3929 data_time: 0.0155 memory: 17007 grad_norm: 3.3320 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8831 loss: 4.8831 2022/07/26 18:24:31 - mmengine - INFO - Epoch(train) [3][1480/3757] lr: 9.9970e-03 eta: 3 days, 2:10:22 time: 0.4006 data_time: 0.0159 memory: 17007 grad_norm: 3.2406 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.8570 loss: 4.8570 2022/07/26 18:24:33 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 18:24:39 - mmengine - INFO - Epoch(train) [3][1500/3757] lr: 9.9970e-03 eta: 3 days, 2:09:58 time: 0.3889 data_time: 0.0148 memory: 17007 grad_norm: 3.3646 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.8269 loss: 4.8269 2022/07/26 18:24:47 - mmengine - INFO - Epoch(train) [3][1520/3757] lr: 9.9970e-03 eta: 3 days, 2:09:43 time: 0.3956 data_time: 0.0160 memory: 17007 grad_norm: 3.3229 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7850 loss: 4.7850 2022/07/26 18:24:54 - mmengine - INFO - Epoch(train) [3][1540/3757] lr: 9.9970e-03 eta: 3 days, 2:09:22 time: 0.3916 data_time: 0.0154 memory: 17007 grad_norm: 3.2478 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.8402 loss: 4.8402 2022/07/26 18:25:02 - mmengine - INFO - Epoch(train) [3][1560/3757] lr: 9.9970e-03 eta: 3 days, 2:09:06 time: 0.3942 data_time: 0.0159 memory: 17007 grad_norm: 3.2445 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.0228 loss: 5.0228 2022/07/26 18:25:10 - mmengine - INFO - Epoch(train) [3][1580/3757] lr: 9.9970e-03 eta: 3 days, 2:08:49 time: 0.3943 data_time: 0.0152 memory: 17007 grad_norm: 3.2462 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.8663 loss: 4.8663 2022/07/26 18:25:18 - mmengine - INFO - Epoch(train) [3][1600/3757] lr: 9.9970e-03 eta: 3 days, 2:08:28 time: 0.3912 data_time: 0.0164 memory: 17007 grad_norm: 3.3773 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8814 loss: 4.8814 2022/07/26 18:25:26 - mmengine - INFO - Epoch(train) [3][1620/3757] lr: 9.9970e-03 eta: 3 days, 2:08:35 time: 0.4104 data_time: 0.0185 memory: 17007 grad_norm: 3.2157 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.8560 loss: 4.8560 2022/07/26 18:25:34 - mmengine - INFO - Epoch(train) [3][1640/3757] lr: 9.9970e-03 eta: 3 days, 2:08:25 time: 0.3984 data_time: 0.0169 memory: 17007 grad_norm: 3.1825 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.6641 loss: 4.6641 2022/07/26 18:25:42 - mmengine - INFO - Epoch(train) [3][1660/3757] lr: 9.9970e-03 eta: 3 days, 2:08:07 time: 0.3935 data_time: 0.0156 memory: 17007 grad_norm: 3.3261 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.6798 loss: 4.6798 2022/07/26 18:25:50 - mmengine - INFO - Epoch(train) [3][1680/3757] lr: 9.9970e-03 eta: 3 days, 2:07:44 time: 0.3898 data_time: 0.0158 memory: 17007 grad_norm: 3.2982 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.7181 loss: 4.7181 2022/07/26 18:25:58 - mmengine - INFO - Epoch(train) [3][1700/3757] lr: 9.9970e-03 eta: 3 days, 2:07:22 time: 0.3906 data_time: 0.0155 memory: 17007 grad_norm: 3.2582 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7338 loss: 4.7338 2022/07/26 18:26:06 - mmengine - INFO - Epoch(train) [3][1720/3757] lr: 9.9970e-03 eta: 3 days, 2:07:14 time: 0.4001 data_time: 0.0169 memory: 17007 grad_norm: 3.2251 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.6467 loss: 4.6467 2022/07/26 18:26:14 - mmengine - INFO - Epoch(train) [3][1740/3757] lr: 9.9970e-03 eta: 3 days, 2:06:58 time: 0.3944 data_time: 0.0159 memory: 17007 grad_norm: 3.4017 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.9285 loss: 4.9285 2022/07/26 18:26:22 - mmengine - INFO - Epoch(train) [3][1760/3757] lr: 9.9970e-03 eta: 3 days, 2:06:53 time: 0.4016 data_time: 0.0168 memory: 17007 grad_norm: 3.2522 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.9581 loss: 4.9581 2022/07/26 18:26:29 - mmengine - INFO - Epoch(train) [3][1780/3757] lr: 9.9970e-03 eta: 3 days, 2:06:29 time: 0.3890 data_time: 0.0137 memory: 17007 grad_norm: 3.3099 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.0287 loss: 5.0287 2022/07/26 18:26:37 - mmengine - INFO - Epoch(train) [3][1800/3757] lr: 9.9970e-03 eta: 3 days, 2:06:06 time: 0.3895 data_time: 0.0152 memory: 17007 grad_norm: 3.3595 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8277 loss: 4.8277 2022/07/26 18:26:45 - mmengine - INFO - Epoch(train) [3][1820/3757] lr: 9.9970e-03 eta: 3 days, 2:06:11 time: 0.4090 data_time: 0.0155 memory: 17007 grad_norm: 3.2788 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.9258 loss: 4.9258 2022/07/26 18:26:53 - mmengine - INFO - Epoch(train) [3][1840/3757] lr: 9.9970e-03 eta: 3 days, 2:05:49 time: 0.3907 data_time: 0.0157 memory: 17007 grad_norm: 3.2447 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.5647 loss: 4.5647 2022/07/26 18:27:01 - mmengine - INFO - Epoch(train) [3][1860/3757] lr: 9.9970e-03 eta: 3 days, 2:05:31 time: 0.3931 data_time: 0.0156 memory: 17007 grad_norm: 3.4489 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.6709 loss: 4.6709 2022/07/26 18:27:09 - mmengine - INFO - Epoch(train) [3][1880/3757] lr: 9.9970e-03 eta: 3 days, 2:05:11 time: 0.3913 data_time: 0.0166 memory: 17007 grad_norm: 3.2541 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.8048 loss: 4.8048 2022/07/26 18:27:17 - mmengine - INFO - Epoch(train) [3][1900/3757] lr: 9.9970e-03 eta: 3 days, 2:04:49 time: 0.3898 data_time: 0.0146 memory: 17007 grad_norm: 3.2709 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.0388 loss: 5.0388 2022/07/26 18:27:25 - mmengine - INFO - Epoch(train) [3][1920/3757] lr: 9.9970e-03 eta: 3 days, 2:04:32 time: 0.3937 data_time: 0.0167 memory: 17007 grad_norm: 3.2232 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.8890 loss: 4.8890 2022/07/26 18:27:32 - mmengine - INFO - Epoch(train) [3][1940/3757] lr: 9.9970e-03 eta: 3 days, 2:04:11 time: 0.3903 data_time: 0.0156 memory: 17007 grad_norm: 3.2487 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.8524 loss: 4.8524 2022/07/26 18:27:40 - mmengine - INFO - Epoch(train) [3][1960/3757] lr: 9.9970e-03 eta: 3 days, 2:03:49 time: 0.3905 data_time: 0.0146 memory: 17007 grad_norm: 3.3313 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.8443 loss: 4.8443 2022/07/26 18:27:48 - mmengine - INFO - Epoch(train) [3][1980/3757] lr: 9.9970e-03 eta: 3 days, 2:03:29 time: 0.3908 data_time: 0.0136 memory: 17007 grad_norm: 3.2758 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.8987 loss: 4.8987 2022/07/26 18:27:56 - mmengine - INFO - Epoch(train) [3][2000/3757] lr: 9.9970e-03 eta: 3 days, 2:03:07 time: 0.3901 data_time: 0.0146 memory: 17007 grad_norm: 3.3089 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.6480 loss: 4.6480 2022/07/26 18:28:04 - mmengine - INFO - Epoch(train) [3][2020/3757] lr: 9.9970e-03 eta: 3 days, 2:02:48 time: 0.3918 data_time: 0.0161 memory: 17007 grad_norm: 3.3008 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.5634 loss: 4.5634 2022/07/26 18:28:11 - mmengine - INFO - Epoch(train) [3][2040/3757] lr: 9.9970e-03 eta: 3 days, 2:02:28 time: 0.3916 data_time: 0.0156 memory: 17007 grad_norm: 3.3212 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.8060 loss: 4.8060 2022/07/26 18:28:19 - mmengine - INFO - Epoch(train) [3][2060/3757] lr: 9.9970e-03 eta: 3 days, 2:02:07 time: 0.3900 data_time: 0.0146 memory: 17007 grad_norm: 3.2732 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.9190 loss: 4.9190 2022/07/26 18:28:27 - mmengine - INFO - Epoch(train) [3][2080/3757] lr: 9.9970e-03 eta: 3 days, 2:01:53 time: 0.3958 data_time: 0.0168 memory: 17007 grad_norm: 3.3847 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6739 loss: 4.6739 2022/07/26 18:28:35 - mmengine - INFO - Epoch(train) [3][2100/3757] lr: 9.9970e-03 eta: 3 days, 2:01:50 time: 0.4036 data_time: 0.0160 memory: 17007 grad_norm: 3.5666 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.7279 loss: 4.7279 2022/07/26 18:28:43 - mmengine - INFO - Epoch(train) [3][2120/3757] lr: 9.9970e-03 eta: 3 days, 2:01:32 time: 0.3924 data_time: 0.0162 memory: 17007 grad_norm: 3.5191 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.7609 loss: 4.7609 2022/07/26 18:28:51 - mmengine - INFO - Epoch(train) [3][2140/3757] lr: 9.9970e-03 eta: 3 days, 2:01:17 time: 0.3948 data_time: 0.0147 memory: 17007 grad_norm: 3.2819 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.8194 loss: 4.8194 2022/07/26 18:28:59 - mmengine - INFO - Epoch(train) [3][2160/3757] lr: 9.9970e-03 eta: 3 days, 2:00:55 time: 0.3894 data_time: 0.0151 memory: 17007 grad_norm: 3.3146 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.6332 loss: 4.6332 2022/07/26 18:29:07 - mmengine - INFO - Epoch(train) [3][2180/3757] lr: 9.9970e-03 eta: 3 days, 2:00:36 time: 0.3918 data_time: 0.0154 memory: 17007 grad_norm: 3.2754 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8417 loss: 4.8417 2022/07/26 18:29:14 - mmengine - INFO - Epoch(train) [3][2200/3757] lr: 9.9970e-03 eta: 3 days, 2:00:16 time: 0.3906 data_time: 0.0154 memory: 17007 grad_norm: 3.2653 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.9435 loss: 4.9435 2022/07/26 18:29:23 - mmengine - INFO - Epoch(train) [3][2220/3757] lr: 9.9970e-03 eta: 3 days, 2:00:27 time: 0.4141 data_time: 0.0158 memory: 17007 grad_norm: 3.3128 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6135 loss: 4.6135 2022/07/26 18:29:31 - mmengine - INFO - Epoch(train) [3][2240/3757] lr: 9.9970e-03 eta: 3 days, 2:00:09 time: 0.3919 data_time: 0.0151 memory: 17007 grad_norm: 3.1866 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8626 loss: 4.8626 2022/07/26 18:29:38 - mmengine - INFO - Epoch(train) [3][2260/3757] lr: 9.9970e-03 eta: 3 days, 1:59:47 time: 0.3898 data_time: 0.0145 memory: 17007 grad_norm: 3.3403 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.8833 loss: 4.8833 2022/07/26 18:29:46 - mmengine - INFO - Epoch(train) [3][2280/3757] lr: 9.9970e-03 eta: 3 days, 1:59:35 time: 0.3968 data_time: 0.0164 memory: 17007 grad_norm: 3.4350 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.5395 loss: 4.5395 2022/07/26 18:29:54 - mmengine - INFO - Epoch(train) [3][2300/3757] lr: 9.9970e-03 eta: 3 days, 1:59:16 time: 0.3913 data_time: 0.0156 memory: 17007 grad_norm: 3.2960 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.8058 loss: 4.8058 2022/07/26 18:30:02 - mmengine - INFO - Epoch(train) [3][2320/3757] lr: 9.9970e-03 eta: 3 days, 1:59:05 time: 0.3977 data_time: 0.0166 memory: 17007 grad_norm: 3.2004 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.7722 loss: 4.7722 2022/07/26 18:30:10 - mmengine - INFO - Epoch(train) [3][2340/3757] lr: 9.9970e-03 eta: 3 days, 1:58:43 time: 0.3895 data_time: 0.0150 memory: 17007 grad_norm: 3.1639 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.8008 loss: 4.8008 2022/07/26 18:30:18 - mmengine - INFO - Epoch(train) [3][2360/3757] lr: 9.9970e-03 eta: 3 days, 1:58:22 time: 0.3897 data_time: 0.0150 memory: 17007 grad_norm: 3.2591 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.8076 loss: 4.8076 2022/07/26 18:30:26 - mmengine - INFO - Epoch(train) [3][2380/3757] lr: 9.9970e-03 eta: 3 days, 1:58:28 time: 0.4096 data_time: 0.0152 memory: 17007 grad_norm: 3.2658 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8827 loss: 4.8827 2022/07/26 18:30:34 - mmengine - INFO - Epoch(train) [3][2400/3757] lr: 9.9970e-03 eta: 3 days, 1:58:07 time: 0.3900 data_time: 0.0156 memory: 17007 grad_norm: 3.2625 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.7591 loss: 4.7591 2022/07/26 18:30:42 - mmengine - INFO - Epoch(train) [3][2420/3757] lr: 9.9970e-03 eta: 3 days, 1:57:54 time: 0.3964 data_time: 0.0144 memory: 17007 grad_norm: 3.3377 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.6307 loss: 4.6307 2022/07/26 18:30:49 - mmengine - INFO - Epoch(train) [3][2440/3757] lr: 9.9970e-03 eta: 3 days, 1:57:36 time: 0.3918 data_time: 0.0166 memory: 17007 grad_norm: 3.3373 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.7379 loss: 4.7379 2022/07/26 18:30:57 - mmengine - INFO - Epoch(train) [3][2460/3757] lr: 9.9970e-03 eta: 3 days, 1:57:16 time: 0.3905 data_time: 0.0152 memory: 17007 grad_norm: 3.3285 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.9288 loss: 4.9288 2022/07/26 18:31:05 - mmengine - INFO - Epoch(train) [3][2480/3757] lr: 9.9970e-03 eta: 3 days, 1:57:07 time: 0.3989 data_time: 0.0163 memory: 17007 grad_norm: 3.2986 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.7757 loss: 4.7757 2022/07/26 18:31:08 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 18:31:13 - mmengine - INFO - Epoch(train) [3][2500/3757] lr: 9.9970e-03 eta: 3 days, 1:56:49 time: 0.3925 data_time: 0.0147 memory: 17007 grad_norm: 3.3579 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.7575 loss: 4.7575 2022/07/26 18:31:22 - mmengine - INFO - Epoch(train) [3][2520/3757] lr: 9.9970e-03 eta: 3 days, 1:57:19 time: 0.4284 data_time: 0.0152 memory: 17007 grad_norm: 3.3250 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.8339 loss: 4.8339 2022/07/26 18:31:29 - mmengine - INFO - Epoch(train) [3][2540/3757] lr: 9.9970e-03 eta: 3 days, 1:56:58 time: 0.3898 data_time: 0.0132 memory: 17007 grad_norm: 3.3667 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.9867 loss: 4.9867 2022/07/26 18:31:37 - mmengine - INFO - Epoch(train) [3][2560/3757] lr: 9.9970e-03 eta: 3 days, 1:56:39 time: 0.3911 data_time: 0.0154 memory: 17007 grad_norm: 3.4474 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.5967 loss: 4.5967 2022/07/26 18:31:45 - mmengine - INFO - Epoch(train) [3][2580/3757] lr: 9.9970e-03 eta: 3 days, 1:56:35 time: 0.4023 data_time: 0.0152 memory: 17007 grad_norm: 3.1290 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.8299 loss: 4.8299 2022/07/26 18:31:53 - mmengine - INFO - Epoch(train) [3][2600/3757] lr: 9.9970e-03 eta: 3 days, 1:56:14 time: 0.3901 data_time: 0.0157 memory: 17007 grad_norm: 3.3453 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.8354 loss: 4.8354 2022/07/26 18:32:01 - mmengine - INFO - Epoch(train) [3][2620/3757] lr: 9.9970e-03 eta: 3 days, 1:56:01 time: 0.3952 data_time: 0.0151 memory: 17007 grad_norm: 3.3617 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7007 loss: 4.7007 2022/07/26 18:32:09 - mmengine - INFO - Epoch(train) [3][2640/3757] lr: 9.9970e-03 eta: 3 days, 1:55:42 time: 0.3911 data_time: 0.0151 memory: 17007 grad_norm: 3.3494 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7235 loss: 4.7235 2022/07/26 18:32:17 - mmengine - INFO - Epoch(train) [3][2660/3757] lr: 9.9970e-03 eta: 3 days, 1:55:21 time: 0.3899 data_time: 0.0149 memory: 17007 grad_norm: 3.1982 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.7126 loss: 4.7126 2022/07/26 18:32:24 - mmengine - INFO - Epoch(train) [3][2680/3757] lr: 9.9970e-03 eta: 3 days, 1:55:07 time: 0.3949 data_time: 0.0167 memory: 17007 grad_norm: 3.2679 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.5615 loss: 4.5615 2022/07/26 18:32:32 - mmengine - INFO - Epoch(train) [3][2700/3757] lr: 9.9970e-03 eta: 3 days, 1:54:46 time: 0.3894 data_time: 0.0147 memory: 17007 grad_norm: 3.4309 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.7573 loss: 4.7573 2022/07/26 18:32:40 - mmengine - INFO - Epoch(train) [3][2720/3757] lr: 9.9970e-03 eta: 3 days, 1:54:25 time: 0.3901 data_time: 0.0150 memory: 17007 grad_norm: 3.3542 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.6612 loss: 4.6612 2022/07/26 18:32:48 - mmengine - INFO - Epoch(train) [3][2740/3757] lr: 9.9970e-03 eta: 3 days, 1:54:20 time: 0.4015 data_time: 0.0151 memory: 17007 grad_norm: 3.3163 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9148 loss: 4.9148 2022/07/26 18:32:56 - mmengine - INFO - Epoch(train) [3][2760/3757] lr: 9.9970e-03 eta: 3 days, 1:54:02 time: 0.3917 data_time: 0.0158 memory: 17007 grad_norm: 3.3973 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.0645 loss: 5.0645 2022/07/26 18:33:04 - mmengine - INFO - Epoch(train) [3][2780/3757] lr: 9.9970e-03 eta: 3 days, 1:53:52 time: 0.3983 data_time: 0.0167 memory: 17007 grad_norm: 3.3874 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.6843 loss: 4.6843 2022/07/26 18:33:12 - mmengine - INFO - Epoch(train) [3][2800/3757] lr: 9.9970e-03 eta: 3 days, 1:53:36 time: 0.3927 data_time: 0.0175 memory: 17007 grad_norm: 3.3920 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6352 loss: 4.6352 2022/07/26 18:33:20 - mmengine - INFO - Epoch(train) [3][2820/3757] lr: 9.9970e-03 eta: 3 days, 1:53:15 time: 0.3892 data_time: 0.0144 memory: 17007 grad_norm: 3.3451 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.6269 loss: 4.6269 2022/07/26 18:33:28 - mmengine - INFO - Epoch(train) [3][2840/3757] lr: 9.9970e-03 eta: 3 days, 1:53:11 time: 0.4025 data_time: 0.0156 memory: 17007 grad_norm: 3.3877 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.8578 loss: 4.8578 2022/07/26 18:33:35 - mmengine - INFO - Epoch(train) [3][2860/3757] lr: 9.9970e-03 eta: 3 days, 1:52:53 time: 0.3917 data_time: 0.0149 memory: 17007 grad_norm: 3.4465 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.9885 loss: 4.9885 2022/07/26 18:33:43 - mmengine - INFO - Epoch(train) [3][2880/3757] lr: 9.9970e-03 eta: 3 days, 1:52:50 time: 0.4039 data_time: 0.0153 memory: 17007 grad_norm: 3.3483 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.6405 loss: 4.6405 2022/07/26 18:33:51 - mmengine - INFO - Epoch(train) [3][2900/3757] lr: 9.9970e-03 eta: 3 days, 1:52:34 time: 0.3927 data_time: 0.0159 memory: 17007 grad_norm: 3.3300 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7302 loss: 4.7302 2022/07/26 18:33:59 - mmengine - INFO - Epoch(train) [3][2920/3757] lr: 9.9970e-03 eta: 3 days, 1:52:12 time: 0.3890 data_time: 0.0147 memory: 17007 grad_norm: 3.4025 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.8379 loss: 4.8379 2022/07/26 18:34:07 - mmengine - INFO - Epoch(train) [3][2940/3757] lr: 9.9970e-03 eta: 3 days, 1:52:07 time: 0.4015 data_time: 0.0149 memory: 17007 grad_norm: 3.3152 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.5232 loss: 4.5232 2022/07/26 18:34:15 - mmengine - INFO - Epoch(train) [3][2960/3757] lr: 9.9970e-03 eta: 3 days, 1:51:49 time: 0.3911 data_time: 0.0168 memory: 17007 grad_norm: 3.3449 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6782 loss: 4.6782 2022/07/26 18:34:23 - mmengine - INFO - Epoch(train) [3][2980/3757] lr: 9.9970e-03 eta: 3 days, 1:51:37 time: 0.3969 data_time: 0.0144 memory: 17007 grad_norm: 3.4163 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.0376 loss: 5.0376 2022/07/26 18:34:31 - mmengine - INFO - Epoch(train) [3][3000/3757] lr: 9.9970e-03 eta: 3 days, 1:51:18 time: 0.3902 data_time: 0.0158 memory: 17007 grad_norm: 3.2771 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.7966 loss: 4.7966 2022/07/26 18:34:39 - mmengine - INFO - Epoch(train) [3][3020/3757] lr: 9.9970e-03 eta: 3 days, 1:50:59 time: 0.3911 data_time: 0.0161 memory: 17007 grad_norm: 3.3551 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8363 loss: 4.8363 2022/07/26 18:34:47 - mmengine - INFO - Epoch(train) [3][3040/3757] lr: 9.9970e-03 eta: 3 days, 1:50:51 time: 0.3992 data_time: 0.0151 memory: 17007 grad_norm: 3.4208 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.7777 loss: 4.7777 2022/07/26 18:34:54 - mmengine - INFO - Epoch(train) [3][3060/3757] lr: 9.9970e-03 eta: 3 days, 1:50:32 time: 0.3907 data_time: 0.0153 memory: 17007 grad_norm: 3.3226 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.4697 loss: 4.4697 2022/07/26 18:35:02 - mmengine - INFO - Epoch(train) [3][3080/3757] lr: 9.9970e-03 eta: 3 days, 1:50:17 time: 0.3937 data_time: 0.0161 memory: 17007 grad_norm: 3.6577 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.7356 loss: 4.7356 2022/07/26 18:35:10 - mmengine - INFO - Epoch(train) [3][3100/3757] lr: 9.9970e-03 eta: 3 days, 1:49:57 time: 0.3893 data_time: 0.0151 memory: 17007 grad_norm: 3.5069 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.7296 loss: 4.7296 2022/07/26 18:35:18 - mmengine - INFO - Epoch(train) [3][3120/3757] lr: 9.9970e-03 eta: 3 days, 1:49:40 time: 0.3926 data_time: 0.0158 memory: 17007 grad_norm: 3.3925 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.6808 loss: 4.6808 2022/07/26 18:35:26 - mmengine - INFO - Epoch(train) [3][3140/3757] lr: 9.9970e-03 eta: 3 days, 1:49:29 time: 0.3966 data_time: 0.0173 memory: 17007 grad_norm: 3.4135 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.6201 loss: 4.6201 2022/07/26 18:35:34 - mmengine - INFO - Epoch(train) [3][3160/3757] lr: 9.9970e-03 eta: 3 days, 1:49:13 time: 0.3928 data_time: 0.0166 memory: 17007 grad_norm: 3.3839 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.7445 loss: 4.7445 2022/07/26 18:35:42 - mmengine - INFO - Epoch(train) [3][3180/3757] lr: 9.9970e-03 eta: 3 days, 1:48:59 time: 0.3943 data_time: 0.0151 memory: 17007 grad_norm: 3.4684 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.5282 loss: 4.5282 2022/07/26 18:35:49 - mmengine - INFO - Epoch(train) [3][3200/3757] lr: 9.9970e-03 eta: 3 days, 1:48:40 time: 0.3906 data_time: 0.0155 memory: 17007 grad_norm: 3.2932 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7865 loss: 4.7865 2022/07/26 18:35:57 - mmengine - INFO - Epoch(train) [3][3220/3757] lr: 9.9970e-03 eta: 3 days, 1:48:24 time: 0.3926 data_time: 0.0163 memory: 17007 grad_norm: 3.3135 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.7589 loss: 4.7589 2022/07/26 18:36:05 - mmengine - INFO - Epoch(train) [3][3240/3757] lr: 9.9970e-03 eta: 3 days, 1:48:08 time: 0.3928 data_time: 0.0154 memory: 17007 grad_norm: 3.3999 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.6441 loss: 4.6441 2022/07/26 18:36:13 - mmengine - INFO - Epoch(train) [3][3260/3757] lr: 9.9970e-03 eta: 3 days, 1:47:51 time: 0.3923 data_time: 0.0156 memory: 17007 grad_norm: 3.4223 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.6832 loss: 4.6832 2022/07/26 18:36:21 - mmengine - INFO - Epoch(train) [3][3280/3757] lr: 9.9970e-03 eta: 3 days, 1:47:33 time: 0.3910 data_time: 0.0156 memory: 17007 grad_norm: 3.3018 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.6699 loss: 4.6699 2022/07/26 18:36:29 - mmengine - INFO - Epoch(train) [3][3300/3757] lr: 9.9970e-03 eta: 3 days, 1:47:16 time: 0.3914 data_time: 0.0140 memory: 17007 grad_norm: 3.2998 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.9629 loss: 4.9629 2022/07/26 18:36:36 - mmengine - INFO - Epoch(train) [3][3320/3757] lr: 9.9970e-03 eta: 3 days, 1:47:01 time: 0.3937 data_time: 0.0169 memory: 17007 grad_norm: 3.4682 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.6608 loss: 4.6608 2022/07/26 18:36:44 - mmengine - INFO - Epoch(train) [3][3340/3757] lr: 9.9970e-03 eta: 3 days, 1:46:42 time: 0.3903 data_time: 0.0149 memory: 17007 grad_norm: 3.3634 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.7424 loss: 4.7424 2022/07/26 18:36:52 - mmengine - INFO - Epoch(train) [3][3360/3757] lr: 9.9970e-03 eta: 3 days, 1:46:25 time: 0.3922 data_time: 0.0171 memory: 17007 grad_norm: 3.3899 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7550 loss: 4.7550 2022/07/26 18:37:00 - mmengine - INFO - Epoch(train) [3][3380/3757] lr: 9.9970e-03 eta: 3 days, 1:46:08 time: 0.3911 data_time: 0.0154 memory: 17007 grad_norm: 3.4252 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6482 loss: 4.6482 2022/07/26 18:37:08 - mmengine - INFO - Epoch(train) [3][3400/3757] lr: 9.9970e-03 eta: 3 days, 1:45:55 time: 0.3951 data_time: 0.0154 memory: 17007 grad_norm: 3.3250 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.7821 loss: 4.7821 2022/07/26 18:37:16 - mmengine - INFO - Epoch(train) [3][3420/3757] lr: 9.9970e-03 eta: 3 days, 1:45:37 time: 0.3908 data_time: 0.0151 memory: 17007 grad_norm: 3.3590 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.8415 loss: 4.8415 2022/07/26 18:37:23 - mmengine - INFO - Epoch(train) [3][3440/3757] lr: 9.9970e-03 eta: 3 days, 1:45:20 time: 0.3923 data_time: 0.0157 memory: 17007 grad_norm: 3.3455 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.6212 loss: 4.6212 2022/07/26 18:37:31 - mmengine - INFO - Epoch(train) [3][3460/3757] lr: 9.9970e-03 eta: 3 days, 1:45:04 time: 0.3922 data_time: 0.0157 memory: 17007 grad_norm: 3.4885 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.9173 loss: 4.9173 2022/07/26 18:37:39 - mmengine - INFO - Epoch(train) [3][3480/3757] lr: 9.9970e-03 eta: 3 days, 1:44:45 time: 0.3899 data_time: 0.0151 memory: 17007 grad_norm: 3.5199 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.5846 loss: 4.5846 2022/07/26 18:37:42 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 18:37:47 - mmengine - INFO - Epoch(train) [3][3500/3757] lr: 9.9970e-03 eta: 3 days, 1:44:29 time: 0.3927 data_time: 0.0162 memory: 17007 grad_norm: 3.3345 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.5099 loss: 4.5099 2022/07/26 18:37:55 - mmengine - INFO - Epoch(train) [3][3520/3757] lr: 9.9970e-03 eta: 3 days, 1:44:11 time: 0.3905 data_time: 0.0153 memory: 17007 grad_norm: 3.3278 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7013 loss: 4.7013 2022/07/26 18:38:03 - mmengine - INFO - Epoch(train) [3][3540/3757] lr: 9.9970e-03 eta: 3 days, 1:43:57 time: 0.3939 data_time: 0.0155 memory: 17007 grad_norm: 3.4297 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.4459 loss: 4.4459 2022/07/26 18:38:10 - mmengine - INFO - Epoch(train) [3][3560/3757] lr: 9.9970e-03 eta: 3 days, 1:43:40 time: 0.3912 data_time: 0.0154 memory: 17007 grad_norm: 3.5003 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.7586 loss: 4.7586 2022/07/26 18:38:18 - mmengine - INFO - Epoch(train) [3][3580/3757] lr: 9.9970e-03 eta: 3 days, 1:43:21 time: 0.3905 data_time: 0.0152 memory: 17007 grad_norm: 3.6437 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.6000 loss: 4.6000 2022/07/26 18:38:26 - mmengine - INFO - Epoch(train) [3][3600/3757] lr: 9.9970e-03 eta: 3 days, 1:43:06 time: 0.3926 data_time: 0.0171 memory: 17007 grad_norm: 3.3425 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.8467 loss: 4.8467 2022/07/26 18:38:34 - mmengine - INFO - Epoch(train) [3][3620/3757] lr: 9.9970e-03 eta: 3 days, 1:43:10 time: 0.4089 data_time: 0.0144 memory: 17007 grad_norm: 3.4138 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.7821 loss: 4.7821 2022/07/26 18:38:42 - mmengine - INFO - Epoch(train) [3][3640/3757] lr: 9.9970e-03 eta: 3 days, 1:42:56 time: 0.3942 data_time: 0.0165 memory: 17007 grad_norm: 3.3303 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7551 loss: 4.7551 2022/07/26 18:38:50 - mmengine - INFO - Epoch(train) [3][3660/3757] lr: 9.9970e-03 eta: 3 days, 1:42:38 time: 0.3907 data_time: 0.0143 memory: 17007 grad_norm: 3.4309 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.7317 loss: 4.7317 2022/07/26 18:38:58 - mmengine - INFO - Epoch(train) [3][3680/3757] lr: 9.9970e-03 eta: 3 days, 1:42:20 time: 0.3905 data_time: 0.0150 memory: 17007 grad_norm: 3.3985 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.8049 loss: 4.8049 2022/07/26 18:39:06 - mmengine - INFO - Epoch(train) [3][3700/3757] lr: 9.9970e-03 eta: 3 days, 1:42:04 time: 0.3921 data_time: 0.0165 memory: 17007 grad_norm: 3.3383 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.5855 loss: 4.5855 2022/07/26 18:39:13 - mmengine - INFO - Epoch(train) [3][3720/3757] lr: 9.9970e-03 eta: 3 days, 1:41:47 time: 0.3911 data_time: 0.0156 memory: 17007 grad_norm: 3.3760 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.8553 loss: 4.8553 2022/07/26 18:39:21 - mmengine - INFO - Epoch(train) [3][3740/3757] lr: 9.9970e-03 eta: 3 days, 1:41:33 time: 0.3941 data_time: 0.0159 memory: 17007 grad_norm: 3.4151 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3859 loss: 4.3859 2022/07/26 18:39:28 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 18:39:28 - mmengine - INFO - Epoch(train) [3][3757/3757] lr: 9.9970e-03 eta: 3 days, 1:41:33 time: 0.3868 data_time: 0.0161 memory: 17007 grad_norm: 3.4428 top1_acc: 0.0000 top5_acc: 0.5714 loss_cls: 4.5614 loss: 4.5614 2022/07/26 18:39:28 - mmengine - INFO - Saving checkpoint at 3 epochs 2022/07/26 18:39:38 - mmengine - INFO - Epoch(train) [4][20/3757] lr: 9.9931e-03 eta: 3 days, 1:35:18 time: 0.4324 data_time: 0.0575 memory: 17007 grad_norm: 3.3617 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6424 loss: 4.6424 2022/07/26 18:39:46 - mmengine - INFO - Epoch(train) [4][40/3757] lr: 9.9931e-03 eta: 3 days, 1:35:09 time: 0.3974 data_time: 0.0159 memory: 17007 grad_norm: 3.4825 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.4832 loss: 4.4832 2022/07/26 18:39:54 - mmengine - INFO - Epoch(train) [4][60/3757] lr: 9.9931e-03 eta: 3 days, 1:34:55 time: 0.3931 data_time: 0.0153 memory: 17007 grad_norm: 3.4637 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.4931 loss: 4.4931 2022/07/26 18:40:02 - mmengine - INFO - Epoch(train) [4][80/3757] lr: 9.9931e-03 eta: 3 days, 1:34:46 time: 0.3974 data_time: 0.0151 memory: 17007 grad_norm: 3.3758 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.6185 loss: 4.6185 2022/07/26 18:40:10 - mmengine - INFO - Epoch(train) [4][100/3757] lr: 9.9931e-03 eta: 3 days, 1:34:28 time: 0.3898 data_time: 0.0145 memory: 17007 grad_norm: 3.4812 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.7058 loss: 4.7058 2022/07/26 18:40:18 - mmengine - INFO - Epoch(train) [4][120/3757] lr: 9.9931e-03 eta: 3 days, 1:34:12 time: 0.3919 data_time: 0.0168 memory: 17007 grad_norm: 3.2801 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.6433 loss: 4.6433 2022/07/26 18:40:26 - mmengine - INFO - Epoch(train) [4][140/3757] lr: 9.9931e-03 eta: 3 days, 1:33:55 time: 0.3901 data_time: 0.0147 memory: 17007 grad_norm: 3.3297 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.8551 loss: 4.8551 2022/07/26 18:40:34 - mmengine - INFO - Epoch(train) [4][160/3757] lr: 9.9931e-03 eta: 3 days, 1:33:42 time: 0.3939 data_time: 0.0160 memory: 17007 grad_norm: 3.3684 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6589 loss: 4.6589 2022/07/26 18:40:41 - mmengine - INFO - Epoch(train) [4][180/3757] lr: 9.9931e-03 eta: 3 days, 1:33:30 time: 0.3949 data_time: 0.0143 memory: 17007 grad_norm: 3.3312 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.4206 loss: 4.4206 2022/07/26 18:40:49 - mmengine - INFO - Epoch(train) [4][200/3757] lr: 9.9931e-03 eta: 3 days, 1:33:19 time: 0.3958 data_time: 0.0159 memory: 17007 grad_norm: 3.4223 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4915 loss: 4.4915 2022/07/26 18:40:57 - mmengine - INFO - Epoch(train) [4][220/3757] lr: 9.9931e-03 eta: 3 days, 1:33:03 time: 0.3916 data_time: 0.0159 memory: 17007 grad_norm: 3.4395 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.5594 loss: 4.5594 2022/07/26 18:41:05 - mmengine - INFO - Epoch(train) [4][240/3757] lr: 9.9931e-03 eta: 3 days, 1:32:49 time: 0.3933 data_time: 0.0157 memory: 17007 grad_norm: 3.5411 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.8621 loss: 4.8621 2022/07/26 18:41:13 - mmengine - INFO - Epoch(train) [4][260/3757] lr: 9.9931e-03 eta: 3 days, 1:32:34 time: 0.3919 data_time: 0.0160 memory: 17007 grad_norm: 3.5415 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.6775 loss: 4.6775 2022/07/26 18:41:21 - mmengine - INFO - Epoch(train) [4][280/3757] lr: 9.9931e-03 eta: 3 days, 1:32:18 time: 0.3914 data_time: 0.0156 memory: 17007 grad_norm: 3.3571 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.5300 loss: 4.5300 2022/07/26 18:41:29 - mmengine - INFO - Epoch(train) [4][300/3757] lr: 9.9931e-03 eta: 3 days, 1:32:01 time: 0.3905 data_time: 0.0142 memory: 17007 grad_norm: 3.3449 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.8757 loss: 4.8757 2022/07/26 18:41:36 - mmengine - INFO - Epoch(train) [4][320/3757] lr: 9.9931e-03 eta: 3 days, 1:31:48 time: 0.3936 data_time: 0.0174 memory: 17007 grad_norm: 3.3356 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.7189 loss: 4.7189 2022/07/26 18:41:44 - mmengine - INFO - Epoch(train) [4][340/3757] lr: 9.9931e-03 eta: 3 days, 1:31:38 time: 0.3966 data_time: 0.0150 memory: 17007 grad_norm: 3.5391 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.6710 loss: 4.6710 2022/07/26 18:41:52 - mmengine - INFO - Epoch(train) [4][360/3757] lr: 9.9931e-03 eta: 3 days, 1:31:24 time: 0.3932 data_time: 0.0165 memory: 17007 grad_norm: 3.5756 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.6060 loss: 4.6060 2022/07/26 18:42:00 - mmengine - INFO - Epoch(train) [4][380/3757] lr: 9.9931e-03 eta: 3 days, 1:31:08 time: 0.3908 data_time: 0.0158 memory: 17007 grad_norm: 3.3852 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 4.5113 loss: 4.5113 2022/07/26 18:42:08 - mmengine - INFO - Epoch(train) [4][400/3757] lr: 9.9931e-03 eta: 3 days, 1:30:52 time: 0.3913 data_time: 0.0150 memory: 17007 grad_norm: 3.4907 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.6956 loss: 4.6956 2022/07/26 18:42:16 - mmengine - INFO - Epoch(train) [4][420/3757] lr: 9.9931e-03 eta: 3 days, 1:30:44 time: 0.3986 data_time: 0.0151 memory: 17007 grad_norm: 3.3686 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.4896 loss: 4.4896 2022/07/26 18:42:24 - mmengine - INFO - Epoch(train) [4][440/3757] lr: 9.9931e-03 eta: 3 days, 1:30:30 time: 0.3930 data_time: 0.0163 memory: 17007 grad_norm: 3.3839 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.6016 loss: 4.6016 2022/07/26 18:42:32 - mmengine - INFO - Epoch(train) [4][460/3757] lr: 9.9931e-03 eta: 3 days, 1:30:16 time: 0.3929 data_time: 0.0159 memory: 17007 grad_norm: 3.3757 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6128 loss: 4.6128 2022/07/26 18:42:39 - mmengine - INFO - Epoch(train) [4][480/3757] lr: 9.9931e-03 eta: 3 days, 1:30:00 time: 0.3911 data_time: 0.0157 memory: 17007 grad_norm: 3.4592 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7731 loss: 4.7731 2022/07/26 18:42:47 - mmengine - INFO - Epoch(train) [4][500/3757] lr: 9.9931e-03 eta: 3 days, 1:29:49 time: 0.3948 data_time: 0.0150 memory: 17007 grad_norm: 3.4917 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8073 loss: 4.8073 2022/07/26 18:42:55 - mmengine - INFO - Epoch(train) [4][520/3757] lr: 9.9931e-03 eta: 3 days, 1:29:38 time: 0.3956 data_time: 0.0167 memory: 17007 grad_norm: 3.2937 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.5050 loss: 4.5050 2022/07/26 18:43:03 - mmengine - INFO - Epoch(train) [4][540/3757] lr: 9.9931e-03 eta: 3 days, 1:29:22 time: 0.3911 data_time: 0.0153 memory: 17007 grad_norm: 3.3283 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.6055 loss: 4.6055 2022/07/26 18:43:11 - mmengine - INFO - Epoch(train) [4][560/3757] lr: 9.9931e-03 eta: 3 days, 1:29:06 time: 0.3911 data_time: 0.0154 memory: 17007 grad_norm: 3.4597 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.7678 loss: 4.7678 2022/07/26 18:43:19 - mmengine - INFO - Epoch(train) [4][580/3757] lr: 9.9931e-03 eta: 3 days, 1:29:04 time: 0.4037 data_time: 0.0157 memory: 17007 grad_norm: 3.4570 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.5787 loss: 4.5787 2022/07/26 18:43:27 - mmengine - INFO - Epoch(train) [4][600/3757] lr: 9.9931e-03 eta: 3 days, 1:28:49 time: 0.3921 data_time: 0.0150 memory: 17007 grad_norm: 3.5931 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6383 loss: 4.6383 2022/07/26 18:43:35 - mmengine - INFO - Epoch(train) [4][620/3757] lr: 9.9931e-03 eta: 3 days, 1:28:34 time: 0.3911 data_time: 0.0154 memory: 17007 grad_norm: 3.5269 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.7753 loss: 4.7753 2022/07/26 18:43:42 - mmengine - INFO - Epoch(train) [4][640/3757] lr: 9.9931e-03 eta: 3 days, 1:28:18 time: 0.3913 data_time: 0.0154 memory: 17007 grad_norm: 3.4602 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.6497 loss: 4.6497 2022/07/26 18:43:50 - mmengine - INFO - Epoch(train) [4][660/3757] lr: 9.9931e-03 eta: 3 days, 1:27:59 time: 0.3886 data_time: 0.0141 memory: 17007 grad_norm: 3.4240 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.6712 loss: 4.6712 2022/07/26 18:43:58 - mmengine - INFO - Epoch(train) [4][680/3757] lr: 9.9931e-03 eta: 3 days, 1:27:49 time: 0.3956 data_time: 0.0161 memory: 17007 grad_norm: 3.3606 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.5293 loss: 4.5293 2022/07/26 18:44:06 - mmengine - INFO - Epoch(train) [4][700/3757] lr: 9.9931e-03 eta: 3 days, 1:27:32 time: 0.3907 data_time: 0.0143 memory: 17007 grad_norm: 3.5121 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.8501 loss: 4.8501 2022/07/26 18:44:14 - mmengine - INFO - Epoch(train) [4][720/3757] lr: 9.9931e-03 eta: 3 days, 1:27:32 time: 0.4049 data_time: 0.0166 memory: 17007 grad_norm: 3.3917 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.4861 loss: 4.4861 2022/07/26 18:44:18 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 18:44:22 - mmengine - INFO - Epoch(train) [4][740/3757] lr: 9.9931e-03 eta: 3 days, 1:27:16 time: 0.3912 data_time: 0.0149 memory: 17007 grad_norm: 3.4520 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.5522 loss: 4.5522 2022/07/26 18:44:30 - mmengine - INFO - Epoch(train) [4][760/3757] lr: 9.9931e-03 eta: 3 days, 1:27:00 time: 0.3904 data_time: 0.0157 memory: 17007 grad_norm: 3.3808 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.4097 loss: 4.4097 2022/07/26 18:44:38 - mmengine - INFO - Epoch(train) [4][780/3757] lr: 9.9931e-03 eta: 3 days, 1:26:47 time: 0.3939 data_time: 0.0151 memory: 17007 grad_norm: 3.4551 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.6904 loss: 4.6904 2022/07/26 18:44:45 - mmengine - INFO - Epoch(train) [4][800/3757] lr: 9.9931e-03 eta: 3 days, 1:26:31 time: 0.3901 data_time: 0.0149 memory: 17007 grad_norm: 3.4533 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.5407 loss: 4.5407 2022/07/26 18:44:53 - mmengine - INFO - Epoch(train) [4][820/3757] lr: 9.9931e-03 eta: 3 days, 1:26:31 time: 0.4056 data_time: 0.0157 memory: 17007 grad_norm: 3.3271 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.6575 loss: 4.6575 2022/07/26 18:45:01 - mmengine - INFO - Epoch(train) [4][840/3757] lr: 9.9931e-03 eta: 3 days, 1:26:15 time: 0.3911 data_time: 0.0158 memory: 17007 grad_norm: 3.5269 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.7270 loss: 4.7270 2022/07/26 18:45:09 - mmengine - INFO - Epoch(train) [4][860/3757] lr: 9.9931e-03 eta: 3 days, 1:26:03 time: 0.3938 data_time: 0.0169 memory: 17007 grad_norm: 3.5759 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.6869 loss: 4.6869 2022/07/26 18:45:17 - mmengine - INFO - Epoch(train) [4][880/3757] lr: 9.9931e-03 eta: 3 days, 1:25:47 time: 0.3910 data_time: 0.0154 memory: 17007 grad_norm: 3.4773 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.6167 loss: 4.6167 2022/07/26 18:45:25 - mmengine - INFO - Epoch(train) [4][900/3757] lr: 9.9931e-03 eta: 3 days, 1:25:35 time: 0.3945 data_time: 0.0165 memory: 17007 grad_norm: 3.4851 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.7038 loss: 4.7038 2022/07/26 18:45:33 - mmengine - INFO - Epoch(train) [4][920/3757] lr: 9.9931e-03 eta: 3 days, 1:25:35 time: 0.4054 data_time: 0.0161 memory: 17007 grad_norm: 3.4117 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.5406 loss: 4.5406 2022/07/26 18:45:41 - mmengine - INFO - Epoch(train) [4][940/3757] lr: 9.9931e-03 eta: 3 days, 1:25:18 time: 0.3895 data_time: 0.0143 memory: 17007 grad_norm: 3.5155 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.5751 loss: 4.5751 2022/07/26 18:45:49 - mmengine - INFO - Epoch(train) [4][960/3757] lr: 9.9931e-03 eta: 3 days, 1:25:04 time: 0.3923 data_time: 0.0169 memory: 17007 grad_norm: 3.4604 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.6690 loss: 4.6690 2022/07/26 18:45:57 - mmengine - INFO - Epoch(train) [4][980/3757] lr: 9.9931e-03 eta: 3 days, 1:24:59 time: 0.4007 data_time: 0.0152 memory: 17007 grad_norm: 3.4238 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.5218 loss: 4.5218 2022/07/26 18:46:04 - mmengine - INFO - Epoch(train) [4][1000/3757] lr: 9.9931e-03 eta: 3 days, 1:24:45 time: 0.3932 data_time: 0.0142 memory: 17007 grad_norm: 3.4823 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6940 loss: 4.6940 2022/07/26 18:46:12 - mmengine - INFO - Epoch(train) [4][1020/3757] lr: 9.9931e-03 eta: 3 days, 1:24:33 time: 0.3941 data_time: 0.0142 memory: 17007 grad_norm: 3.5745 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.7146 loss: 4.7146 2022/07/26 18:46:20 - mmengine - INFO - Epoch(train) [4][1040/3757] lr: 9.9931e-03 eta: 3 days, 1:24:17 time: 0.3908 data_time: 0.0149 memory: 17007 grad_norm: 3.4174 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.4514 loss: 4.4514 2022/07/26 18:46:28 - mmengine - INFO - Epoch(train) [4][1060/3757] lr: 9.9931e-03 eta: 3 days, 1:24:04 time: 0.3930 data_time: 0.0159 memory: 17007 grad_norm: 3.4825 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.5792 loss: 4.5792 2022/07/26 18:46:36 - mmengine - INFO - Epoch(train) [4][1080/3757] lr: 9.9931e-03 eta: 3 days, 1:23:55 time: 0.3969 data_time: 0.0160 memory: 17007 grad_norm: 3.4803 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.6256 loss: 4.6256 2022/07/26 18:46:44 - mmengine - INFO - Epoch(train) [4][1100/3757] lr: 9.9931e-03 eta: 3 days, 1:23:40 time: 0.3914 data_time: 0.0159 memory: 17007 grad_norm: 3.4619 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7172 loss: 4.7172 2022/07/26 18:46:52 - mmengine - INFO - Epoch(train) [4][1120/3757] lr: 9.9931e-03 eta: 3 days, 1:23:23 time: 0.3895 data_time: 0.0148 memory: 17007 grad_norm: 3.4373 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.6365 loss: 4.6365 2022/07/26 18:47:00 - mmengine - INFO - Epoch(train) [4][1140/3757] lr: 9.9931e-03 eta: 3 days, 1:23:25 time: 0.4070 data_time: 0.0163 memory: 17007 grad_norm: 3.4586 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.6579 loss: 4.6579 2022/07/26 18:47:08 - mmengine - INFO - Epoch(train) [4][1160/3757] lr: 9.9931e-03 eta: 3 days, 1:23:19 time: 0.4000 data_time: 0.0174 memory: 17007 grad_norm: 3.3860 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.6481 loss: 4.6481 2022/07/26 18:47:16 - mmengine - INFO - Epoch(train) [4][1180/3757] lr: 9.9931e-03 eta: 3 days, 1:23:03 time: 0.3905 data_time: 0.0145 memory: 17007 grad_norm: 3.3954 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3383 loss: 4.3383 2022/07/26 18:47:23 - mmengine - INFO - Epoch(train) [4][1200/3757] lr: 9.9931e-03 eta: 3 days, 1:22:49 time: 0.3921 data_time: 0.0160 memory: 17007 grad_norm: 3.4079 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.5361 loss: 4.5361 2022/07/26 18:47:31 - mmengine - INFO - Epoch(train) [4][1220/3757] lr: 9.9931e-03 eta: 3 days, 1:22:32 time: 0.3893 data_time: 0.0147 memory: 17007 grad_norm: 3.4539 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.6997 loss: 4.6997 2022/07/26 18:47:39 - mmengine - INFO - Epoch(train) [4][1240/3757] lr: 9.9931e-03 eta: 3 days, 1:22:18 time: 0.3922 data_time: 0.0158 memory: 17007 grad_norm: 3.5021 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.4991 loss: 4.4991 2022/07/26 18:47:47 - mmengine - INFO - Epoch(train) [4][1260/3757] lr: 9.9931e-03 eta: 3 days, 1:22:05 time: 0.3940 data_time: 0.0167 memory: 17007 grad_norm: 3.5231 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.5556 loss: 4.5556 2022/07/26 18:47:55 - mmengine - INFO - Epoch(train) [4][1280/3757] lr: 9.9931e-03 eta: 3 days, 1:21:51 time: 0.3919 data_time: 0.0155 memory: 17007 grad_norm: 3.6701 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.7862 loss: 4.7862 2022/07/26 18:48:03 - mmengine - INFO - Epoch(train) [4][1300/3757] lr: 9.9931e-03 eta: 3 days, 1:21:36 time: 0.3915 data_time: 0.0152 memory: 17007 grad_norm: 3.4398 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.6596 loss: 4.6596 2022/07/26 18:48:10 - mmengine - INFO - Epoch(train) [4][1320/3757] lr: 9.9931e-03 eta: 3 days, 1:21:21 time: 0.3913 data_time: 0.0161 memory: 17007 grad_norm: 3.5023 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.7369 loss: 4.7369 2022/07/26 18:48:18 - mmengine - INFO - Epoch(train) [4][1340/3757] lr: 9.9931e-03 eta: 3 days, 1:21:06 time: 0.3909 data_time: 0.0152 memory: 17007 grad_norm: 3.3276 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.5864 loss: 4.5864 2022/07/26 18:48:26 - mmengine - INFO - Epoch(train) [4][1360/3757] lr: 9.9931e-03 eta: 3 days, 1:20:53 time: 0.3930 data_time: 0.0168 memory: 17007 grad_norm: 3.4119 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4452 loss: 4.4452 2022/07/26 18:48:34 - mmengine - INFO - Epoch(train) [4][1380/3757] lr: 9.9931e-03 eta: 3 days, 1:20:42 time: 0.3951 data_time: 0.0143 memory: 17007 grad_norm: 3.4843 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.4844 loss: 4.4844 2022/07/26 18:48:42 - mmengine - INFO - Epoch(train) [4][1400/3757] lr: 9.9931e-03 eta: 3 days, 1:20:25 time: 0.3892 data_time: 0.0152 memory: 17007 grad_norm: 3.5733 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.3936 loss: 4.3936 2022/07/26 18:48:50 - mmengine - INFO - Epoch(train) [4][1420/3757] lr: 9.9931e-03 eta: 3 days, 1:20:10 time: 0.3913 data_time: 0.0155 memory: 17007 grad_norm: 3.3954 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.6603 loss: 4.6603 2022/07/26 18:48:57 - mmengine - INFO - Epoch(train) [4][1440/3757] lr: 9.9931e-03 eta: 3 days, 1:19:55 time: 0.3913 data_time: 0.0156 memory: 17007 grad_norm: 3.4473 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.5361 loss: 4.5361 2022/07/26 18:49:05 - mmengine - INFO - Epoch(train) [4][1460/3757] lr: 9.9931e-03 eta: 3 days, 1:19:40 time: 0.3907 data_time: 0.0160 memory: 17007 grad_norm: 3.4160 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.5354 loss: 4.5354 2022/07/26 18:49:13 - mmengine - INFO - Epoch(train) [4][1480/3757] lr: 9.9931e-03 eta: 3 days, 1:19:37 time: 0.4023 data_time: 0.0166 memory: 17007 grad_norm: 3.4415 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6156 loss: 4.6156 2022/07/26 18:49:21 - mmengine - INFO - Epoch(train) [4][1500/3757] lr: 9.9931e-03 eta: 3 days, 1:19:24 time: 0.3932 data_time: 0.0159 memory: 17007 grad_norm: 3.4032 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 4.5434 loss: 4.5434 2022/07/26 18:49:29 - mmengine - INFO - Epoch(train) [4][1520/3757] lr: 9.9931e-03 eta: 3 days, 1:19:09 time: 0.3909 data_time: 0.0154 memory: 17007 grad_norm: 3.4538 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.7396 loss: 4.7396 2022/07/26 18:49:37 - mmengine - INFO - Epoch(train) [4][1540/3757] lr: 9.9931e-03 eta: 3 days, 1:18:54 time: 0.3916 data_time: 0.0166 memory: 17007 grad_norm: 3.2870 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 4.3589 loss: 4.3589 2022/07/26 18:49:45 - mmengine - INFO - Epoch(train) [4][1560/3757] lr: 9.9931e-03 eta: 3 days, 1:18:39 time: 0.3903 data_time: 0.0152 memory: 17007 grad_norm: 3.4303 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.5259 loss: 4.5259 2022/07/26 18:49:52 - mmengine - INFO - Epoch(train) [4][1580/3757] lr: 9.9931e-03 eta: 3 days, 1:18:22 time: 0.3897 data_time: 0.0150 memory: 17007 grad_norm: 3.4545 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.5290 loss: 4.5290 2022/07/26 18:50:00 - mmengine - INFO - Epoch(train) [4][1600/3757] lr: 9.9931e-03 eta: 3 days, 1:18:11 time: 0.3950 data_time: 0.0157 memory: 17007 grad_norm: 3.3950 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 4.5970 loss: 4.5970 2022/07/26 18:50:08 - mmengine - INFO - Epoch(train) [4][1620/3757] lr: 9.9931e-03 eta: 3 days, 1:17:54 time: 0.3889 data_time: 0.0140 memory: 17007 grad_norm: 3.4692 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.5384 loss: 4.5384 2022/07/26 18:50:16 - mmengine - INFO - Epoch(train) [4][1640/3757] lr: 9.9931e-03 eta: 3 days, 1:17:42 time: 0.3938 data_time: 0.0154 memory: 17007 grad_norm: 3.4598 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.7537 loss: 4.7537 2022/07/26 18:50:24 - mmengine - INFO - Epoch(train) [4][1660/3757] lr: 9.9931e-03 eta: 3 days, 1:17:27 time: 0.3908 data_time: 0.0152 memory: 17007 grad_norm: 3.4416 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 4.4399 loss: 4.4399 2022/07/26 18:50:32 - mmengine - INFO - Epoch(train) [4][1680/3757] lr: 9.9931e-03 eta: 3 days, 1:17:13 time: 0.3919 data_time: 0.0167 memory: 17007 grad_norm: 3.5806 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.5856 loss: 4.5856 2022/07/26 18:50:40 - mmengine - INFO - Epoch(train) [4][1700/3757] lr: 9.9931e-03 eta: 3 days, 1:17:04 time: 0.3963 data_time: 0.0164 memory: 17007 grad_norm: 3.4912 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.7944 loss: 4.7944 2022/07/26 18:50:47 - mmengine - INFO - Epoch(train) [4][1720/3757] lr: 9.9931e-03 eta: 3 days, 1:16:53 time: 0.3950 data_time: 0.0159 memory: 17007 grad_norm: 3.5217 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.2796 loss: 4.2796 2022/07/26 18:50:51 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 18:50:55 - mmengine - INFO - Epoch(train) [4][1740/3757] lr: 9.9931e-03 eta: 3 days, 1:16:42 time: 0.3951 data_time: 0.0161 memory: 17007 grad_norm: 3.5259 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4913 loss: 4.4913 2022/07/26 18:51:03 - mmengine - INFO - Epoch(train) [4][1760/3757] lr: 9.9931e-03 eta: 3 days, 1:16:28 time: 0.3911 data_time: 0.0152 memory: 17007 grad_norm: 3.6657 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.6158 loss: 4.6158 2022/07/26 18:51:11 - mmengine - INFO - Epoch(train) [4][1780/3757] lr: 9.9931e-03 eta: 3 days, 1:16:12 time: 0.3903 data_time: 0.0152 memory: 17007 grad_norm: 3.4801 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.4238 loss: 4.4238 2022/07/26 18:51:19 - mmengine - INFO - Epoch(train) [4][1800/3757] lr: 9.9931e-03 eta: 3 days, 1:16:05 time: 0.3984 data_time: 0.0179 memory: 17007 grad_norm: 3.5450 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.5562 loss: 4.5562 2022/07/26 18:51:27 - mmengine - INFO - Epoch(train) [4][1820/3757] lr: 9.9931e-03 eta: 3 days, 1:15:50 time: 0.3908 data_time: 0.0144 memory: 17007 grad_norm: 3.5652 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.7724 loss: 4.7724 2022/07/26 18:51:35 - mmengine - INFO - Epoch(train) [4][1840/3757] lr: 9.9931e-03 eta: 3 days, 1:15:41 time: 0.3971 data_time: 0.0164 memory: 17007 grad_norm: 3.4277 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.6026 loss: 4.6026 2022/07/26 18:51:42 - mmengine - INFO - Epoch(train) [4][1860/3757] lr: 9.9931e-03 eta: 3 days, 1:15:26 time: 0.3900 data_time: 0.0149 memory: 17007 grad_norm: 3.4757 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.6637 loss: 4.6637 2022/07/26 18:51:50 - mmengine - INFO - Epoch(train) [4][1880/3757] lr: 9.9931e-03 eta: 3 days, 1:15:13 time: 0.3925 data_time: 0.0157 memory: 17007 grad_norm: 3.6374 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.8166 loss: 4.8166 2022/07/26 18:51:58 - mmengine - INFO - Epoch(train) [4][1900/3757] lr: 9.9931e-03 eta: 3 days, 1:15:00 time: 0.3934 data_time: 0.0161 memory: 17007 grad_norm: 3.4444 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.4106 loss: 4.4106 2022/07/26 18:52:06 - mmengine - INFO - Epoch(train) [4][1920/3757] lr: 9.9931e-03 eta: 3 days, 1:14:45 time: 0.3904 data_time: 0.0159 memory: 17007 grad_norm: 3.5014 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.7125 loss: 4.7125 2022/07/26 18:52:14 - mmengine - INFO - Epoch(train) [4][1940/3757] lr: 9.9931e-03 eta: 3 days, 1:14:32 time: 0.3924 data_time: 0.0150 memory: 17007 grad_norm: 3.5616 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.5438 loss: 4.5438 2022/07/26 18:52:22 - mmengine - INFO - Epoch(train) [4][1960/3757] lr: 9.9931e-03 eta: 3 days, 1:14:16 time: 0.3898 data_time: 0.0153 memory: 17007 grad_norm: 3.3718 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.5945 loss: 4.5945 2022/07/26 18:52:30 - mmengine - INFO - Epoch(train) [4][1980/3757] lr: 9.9931e-03 eta: 3 days, 1:14:05 time: 0.3945 data_time: 0.0168 memory: 17007 grad_norm: 3.5303 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.5058 loss: 4.5058 2022/07/26 18:52:37 - mmengine - INFO - Epoch(train) [4][2000/3757] lr: 9.9931e-03 eta: 3 days, 1:13:53 time: 0.3939 data_time: 0.0168 memory: 17007 grad_norm: 3.5944 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.6057 loss: 4.6057 2022/07/26 18:52:45 - mmengine - INFO - Epoch(train) [4][2020/3757] lr: 9.9931e-03 eta: 3 days, 1:13:40 time: 0.3924 data_time: 0.0154 memory: 17007 grad_norm: 3.4803 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6038 loss: 4.6038 2022/07/26 18:52:53 - mmengine - INFO - Epoch(train) [4][2040/3757] lr: 9.9931e-03 eta: 3 days, 1:13:31 time: 0.3965 data_time: 0.0177 memory: 17007 grad_norm: 3.4894 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.5167 loss: 4.5167 2022/07/26 18:53:01 - mmengine - INFO - Epoch(train) [4][2060/3757] lr: 9.9931e-03 eta: 3 days, 1:13:16 time: 0.3907 data_time: 0.0153 memory: 17007 grad_norm: 3.6546 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.6045 loss: 4.6045 2022/07/26 18:53:09 - mmengine - INFO - Epoch(train) [4][2080/3757] lr: 9.9931e-03 eta: 3 days, 1:13:01 time: 0.3909 data_time: 0.0160 memory: 17007 grad_norm: 3.8616 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 4.6965 loss: 4.6965 2022/07/26 18:53:17 - mmengine - INFO - Epoch(train) [4][2100/3757] lr: 9.9931e-03 eta: 3 days, 1:12:52 time: 0.3966 data_time: 0.0166 memory: 17007 grad_norm: 3.5523 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4802 loss: 4.4802 2022/07/26 18:53:25 - mmengine - INFO - Epoch(train) [4][2120/3757] lr: 9.9931e-03 eta: 3 days, 1:12:38 time: 0.3911 data_time: 0.0163 memory: 17007 grad_norm: 3.4370 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.7042 loss: 4.7042 2022/07/26 18:53:32 - mmengine - INFO - Epoch(train) [4][2140/3757] lr: 9.9931e-03 eta: 3 days, 1:12:23 time: 0.3906 data_time: 0.0151 memory: 17007 grad_norm: 3.4496 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 4.5024 loss: 4.5024 2022/07/26 18:53:40 - mmengine - INFO - Epoch(train) [4][2160/3757] lr: 9.9931e-03 eta: 3 days, 1:12:14 time: 0.3966 data_time: 0.0162 memory: 17007 grad_norm: 3.4362 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.5483 loss: 4.5483 2022/07/26 18:53:48 - mmengine - INFO - Epoch(train) [4][2180/3757] lr: 9.9931e-03 eta: 3 days, 1:11:59 time: 0.3906 data_time: 0.0150 memory: 17007 grad_norm: 3.5664 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4919 loss: 4.4919 2022/07/26 18:53:56 - mmengine - INFO - Epoch(train) [4][2200/3757] lr: 9.9931e-03 eta: 3 days, 1:12:02 time: 0.4082 data_time: 0.0165 memory: 17007 grad_norm: 3.4056 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.5753 loss: 4.5753 2022/07/26 18:54:04 - mmengine - INFO - Epoch(train) [4][2220/3757] lr: 9.9931e-03 eta: 3 days, 1:11:47 time: 0.3908 data_time: 0.0150 memory: 17007 grad_norm: 3.4127 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.8602 loss: 4.8602 2022/07/26 18:54:12 - mmengine - INFO - Epoch(train) [4][2240/3757] lr: 9.9931e-03 eta: 3 days, 1:11:35 time: 0.3936 data_time: 0.0165 memory: 17007 grad_norm: 3.4376 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.4023 loss: 4.4023 2022/07/26 18:54:20 - mmengine - INFO - Epoch(train) [4][2260/3757] lr: 9.9931e-03 eta: 3 days, 1:11:20 time: 0.3902 data_time: 0.0148 memory: 17007 grad_norm: 3.4540 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.7727 loss: 4.7727 2022/07/26 18:54:28 - mmengine - INFO - Epoch(train) [4][2280/3757] lr: 9.9931e-03 eta: 3 days, 1:11:05 time: 0.3905 data_time: 0.0163 memory: 17007 grad_norm: 3.5270 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6570 loss: 4.6570 2022/07/26 18:54:35 - mmengine - INFO - Epoch(train) [4][2300/3757] lr: 9.9931e-03 eta: 3 days, 1:10:51 time: 0.3909 data_time: 0.0148 memory: 17007 grad_norm: 3.4138 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6633 loss: 4.6633 2022/07/26 18:54:43 - mmengine - INFO - Epoch(train) [4][2320/3757] lr: 9.9931e-03 eta: 3 days, 1:10:37 time: 0.3916 data_time: 0.0164 memory: 17007 grad_norm: 3.4300 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.5193 loss: 4.5193 2022/07/26 18:54:51 - mmengine - INFO - Epoch(train) [4][2340/3757] lr: 9.9931e-03 eta: 3 days, 1:10:21 time: 0.3893 data_time: 0.0151 memory: 17007 grad_norm: 3.6244 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.3117 loss: 4.3117 2022/07/26 18:54:59 - mmengine - INFO - Epoch(train) [4][2360/3757] lr: 9.9931e-03 eta: 3 days, 1:10:07 time: 0.3917 data_time: 0.0155 memory: 17007 grad_norm: 3.3926 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4597 loss: 4.4597 2022/07/26 18:55:07 - mmengine - INFO - Epoch(train) [4][2380/3757] lr: 9.9931e-03 eta: 3 days, 1:09:56 time: 0.3937 data_time: 0.0161 memory: 17007 grad_norm: 3.4339 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.4304 loss: 4.4304 2022/07/26 18:55:15 - mmengine - INFO - Epoch(train) [4][2400/3757] lr: 9.9931e-03 eta: 3 days, 1:09:41 time: 0.3910 data_time: 0.0153 memory: 17007 grad_norm: 3.5616 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.8135 loss: 4.8135 2022/07/26 18:55:22 - mmengine - INFO - Epoch(train) [4][2420/3757] lr: 9.9931e-03 eta: 3 days, 1:09:27 time: 0.3904 data_time: 0.0154 memory: 17007 grad_norm: 3.4514 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.6331 loss: 4.6331 2022/07/26 18:55:30 - mmengine - INFO - Epoch(train) [4][2440/3757] lr: 9.9931e-03 eta: 3 days, 1:09:23 time: 0.4018 data_time: 0.0168 memory: 17007 grad_norm: 3.4968 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.5683 loss: 4.5683 2022/07/26 18:55:38 - mmengine - INFO - Epoch(train) [4][2460/3757] lr: 9.9931e-03 eta: 3 days, 1:09:08 time: 0.3908 data_time: 0.0153 memory: 17007 grad_norm: 3.5113 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.2834 loss: 4.2834 2022/07/26 18:55:46 - mmengine - INFO - Epoch(train) [4][2480/3757] lr: 9.9931e-03 eta: 3 days, 1:08:57 time: 0.3940 data_time: 0.0170 memory: 17007 grad_norm: 3.8266 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.5630 loss: 4.5630 2022/07/26 18:55:54 - mmengine - INFO - Epoch(train) [4][2500/3757] lr: 9.9931e-03 eta: 3 days, 1:08:43 time: 0.3917 data_time: 0.0152 memory: 17007 grad_norm: 3.5585 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4639 loss: 4.4639 2022/07/26 18:56:02 - mmengine - INFO - Epoch(train) [4][2520/3757] lr: 9.9931e-03 eta: 3 days, 1:08:28 time: 0.3898 data_time: 0.0146 memory: 17007 grad_norm: 3.5112 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.4236 loss: 4.4236 2022/07/26 18:56:10 - mmengine - INFO - Epoch(train) [4][2540/3757] lr: 9.9931e-03 eta: 3 days, 1:08:14 time: 0.3911 data_time: 0.0152 memory: 17007 grad_norm: 3.6749 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.4713 loss: 4.4713 2022/07/26 18:56:17 - mmengine - INFO - Epoch(train) [4][2560/3757] lr: 9.9931e-03 eta: 3 days, 1:08:00 time: 0.3915 data_time: 0.0155 memory: 17007 grad_norm: 3.4332 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.5937 loss: 4.5937 2022/07/26 18:56:25 - mmengine - INFO - Epoch(train) [4][2580/3757] lr: 9.9931e-03 eta: 3 days, 1:07:51 time: 0.3955 data_time: 0.0155 memory: 17007 grad_norm: 3.4532 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.4552 loss: 4.4552 2022/07/26 18:56:33 - mmengine - INFO - Epoch(train) [4][2600/3757] lr: 9.9931e-03 eta: 3 days, 1:07:39 time: 0.3932 data_time: 0.0161 memory: 17007 grad_norm: 3.4229 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.7664 loss: 4.7664 2022/07/26 18:56:41 - mmengine - INFO - Epoch(train) [4][2620/3757] lr: 9.9931e-03 eta: 3 days, 1:07:22 time: 0.3885 data_time: 0.0138 memory: 17007 grad_norm: 3.4263 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.4733 loss: 4.4733 2022/07/26 18:56:49 - mmengine - INFO - Epoch(train) [4][2640/3757] lr: 9.9931e-03 eta: 3 days, 1:07:14 time: 0.3974 data_time: 0.0168 memory: 17007 grad_norm: 3.4292 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.4569 loss: 4.4569 2022/07/26 18:56:57 - mmengine - INFO - Epoch(train) [4][2660/3757] lr: 9.9931e-03 eta: 3 days, 1:07:00 time: 0.3907 data_time: 0.0153 memory: 17007 grad_norm: 3.4854 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.5345 loss: 4.5345 2022/07/26 18:57:05 - mmengine - INFO - Epoch(train) [4][2680/3757] lr: 9.9931e-03 eta: 3 days, 1:06:50 time: 0.3953 data_time: 0.0160 memory: 17007 grad_norm: 3.5891 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.6539 loss: 4.6539 2022/07/26 18:57:12 - mmengine - INFO - Epoch(train) [4][2700/3757] lr: 9.9931e-03 eta: 3 days, 1:06:34 time: 0.3894 data_time: 0.0149 memory: 17007 grad_norm: 3.4469 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.4538 loss: 4.4538 2022/07/26 18:57:20 - mmengine - INFO - Epoch(train) [4][2720/3757] lr: 9.9931e-03 eta: 3 days, 1:06:20 time: 0.3904 data_time: 0.0153 memory: 17007 grad_norm: 3.4658 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.5572 loss: 4.5572 2022/07/26 18:57:24 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 18:57:28 - mmengine - INFO - Epoch(train) [4][2740/3757] lr: 9.9931e-03 eta: 3 days, 1:06:13 time: 0.3985 data_time: 0.0154 memory: 17007 grad_norm: 3.3828 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.4982 loss: 4.4982 2022/07/26 18:57:36 - mmengine - INFO - Epoch(train) [4][2760/3757] lr: 9.9931e-03 eta: 3 days, 1:05:59 time: 0.3915 data_time: 0.0164 memory: 17007 grad_norm: 3.5073 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.7113 loss: 4.7113 2022/07/26 18:57:44 - mmengine - INFO - Epoch(train) [4][2780/3757] lr: 9.9931e-03 eta: 3 days, 1:05:59 time: 0.4052 data_time: 0.0160 memory: 17007 grad_norm: 3.5551 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.6098 loss: 4.6098 2022/07/26 18:57:52 - mmengine - INFO - Epoch(train) [4][2800/3757] lr: 9.9931e-03 eta: 3 days, 1:05:45 time: 0.3912 data_time: 0.0155 memory: 17007 grad_norm: 3.4469 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.5183 loss: 4.5183 2022/07/26 18:58:00 - mmengine - INFO - Epoch(train) [4][2820/3757] lr: 9.9931e-03 eta: 3 days, 1:05:30 time: 0.3904 data_time: 0.0150 memory: 17007 grad_norm: 3.4198 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6177 loss: 4.6177 2022/07/26 18:58:08 - mmengine - INFO - Epoch(train) [4][2840/3757] lr: 9.9931e-03 eta: 3 days, 1:05:18 time: 0.3923 data_time: 0.0158 memory: 17007 grad_norm: 3.5192 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.6102 loss: 4.6102 2022/07/26 18:58:15 - mmengine - INFO - Epoch(train) [4][2860/3757] lr: 9.9931e-03 eta: 3 days, 1:05:05 time: 0.3918 data_time: 0.0150 memory: 17007 grad_norm: 3.6103 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4771 loss: 4.4771 2022/07/26 18:58:23 - mmengine - INFO - Epoch(train) [4][2880/3757] lr: 9.9931e-03 eta: 3 days, 1:04:57 time: 0.3978 data_time: 0.0147 memory: 17007 grad_norm: 3.5829 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.3787 loss: 4.3787 2022/07/26 18:58:31 - mmengine - INFO - Epoch(train) [4][2900/3757] lr: 9.9931e-03 eta: 3 days, 1:04:43 time: 0.3912 data_time: 0.0132 memory: 17007 grad_norm: 3.4937 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 4.5792 loss: 4.5792 2022/07/26 18:58:39 - mmengine - INFO - Epoch(train) [4][2920/3757] lr: 9.9931e-03 eta: 3 days, 1:04:29 time: 0.3904 data_time: 0.0148 memory: 17007 grad_norm: 3.4680 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.6350 loss: 4.6350 2022/07/26 18:58:47 - mmengine - INFO - Epoch(train) [4][2940/3757] lr: 9.9931e-03 eta: 3 days, 1:04:15 time: 0.3905 data_time: 0.0152 memory: 17007 grad_norm: 3.5646 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6264 loss: 4.6264 2022/07/26 18:58:55 - mmengine - INFO - Epoch(train) [4][2960/3757] lr: 9.9931e-03 eta: 3 days, 1:04:01 time: 0.3914 data_time: 0.0155 memory: 17007 grad_norm: 3.4595 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4133 loss: 4.4133 2022/07/26 18:59:03 - mmengine - INFO - Epoch(train) [4][2980/3757] lr: 9.9931e-03 eta: 3 days, 1:03:48 time: 0.3918 data_time: 0.0159 memory: 17007 grad_norm: 3.5192 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.5753 loss: 4.5753 2022/07/26 18:59:10 - mmengine - INFO - Epoch(train) [4][3000/3757] lr: 9.9931e-03 eta: 3 days, 1:03:35 time: 0.3919 data_time: 0.0156 memory: 17007 grad_norm: 3.6588 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.5104 loss: 4.5104 2022/07/26 18:59:18 - mmengine - INFO - Epoch(train) [4][3020/3757] lr: 9.9931e-03 eta: 3 days, 1:03:22 time: 0.3916 data_time: 0.0154 memory: 17007 grad_norm: 3.6196 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3847 loss: 4.3847 2022/07/26 18:59:26 - mmengine - INFO - Epoch(train) [4][3040/3757] lr: 9.9931e-03 eta: 3 days, 1:03:08 time: 0.3908 data_time: 0.0152 memory: 17007 grad_norm: 3.4979 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.7232 loss: 4.7232 2022/07/26 18:59:34 - mmengine - INFO - Epoch(train) [4][3060/3757] lr: 9.9931e-03 eta: 3 days, 1:02:56 time: 0.3936 data_time: 0.0137 memory: 17007 grad_norm: 3.4297 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.4814 loss: 4.4814 2022/07/26 18:59:42 - mmengine - INFO - Epoch(train) [4][3080/3757] lr: 9.9931e-03 eta: 3 days, 1:02:43 time: 0.3911 data_time: 0.0159 memory: 17007 grad_norm: 3.5433 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.5688 loss: 4.5688 2022/07/26 18:59:50 - mmengine - INFO - Epoch(train) [4][3100/3757] lr: 9.9931e-03 eta: 3 days, 1:02:31 time: 0.3929 data_time: 0.0160 memory: 17007 grad_norm: 3.5684 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.6965 loss: 4.6965 2022/07/26 18:59:57 - mmengine - INFO - Epoch(train) [4][3120/3757] lr: 9.9931e-03 eta: 3 days, 1:02:18 time: 0.3922 data_time: 0.0157 memory: 17007 grad_norm: 3.7189 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.5616 loss: 4.5616 2022/07/26 19:00:05 - mmengine - INFO - Epoch(train) [4][3140/3757] lr: 9.9931e-03 eta: 3 days, 1:02:05 time: 0.3914 data_time: 0.0155 memory: 17007 grad_norm: 3.6398 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4662 loss: 4.4662 2022/07/26 19:00:13 - mmengine - INFO - Epoch(train) [4][3160/3757] lr: 9.9931e-03 eta: 3 days, 1:01:51 time: 0.3905 data_time: 0.0159 memory: 17007 grad_norm: 3.5210 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.5636 loss: 4.5636 2022/07/26 19:00:21 - mmengine - INFO - Epoch(train) [4][3180/3757] lr: 9.9931e-03 eta: 3 days, 1:01:43 time: 0.3979 data_time: 0.0162 memory: 17007 grad_norm: 3.4956 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3671 loss: 4.3671 2022/07/26 19:00:29 - mmengine - INFO - Epoch(train) [4][3200/3757] lr: 9.9931e-03 eta: 3 days, 1:01:29 time: 0.3906 data_time: 0.0151 memory: 17007 grad_norm: 3.5965 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.2680 loss: 4.2680 2022/07/26 19:00:37 - mmengine - INFO - Epoch(train) [4][3220/3757] lr: 9.9931e-03 eta: 3 days, 1:01:25 time: 0.4018 data_time: 0.0154 memory: 17007 grad_norm: 3.4826 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4662 loss: 4.4662 2022/07/26 19:00:45 - mmengine - INFO - Epoch(train) [4][3240/3757] lr: 9.9931e-03 eta: 3 days, 1:01:12 time: 0.3909 data_time: 0.0156 memory: 17007 grad_norm: 3.5270 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.4535 loss: 4.4535 2022/07/26 19:00:53 - mmengine - INFO - Epoch(train) [4][3260/3757] lr: 9.9931e-03 eta: 3 days, 1:01:01 time: 0.3938 data_time: 0.0160 memory: 17007 grad_norm: 3.6306 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.3778 loss: 4.3778 2022/07/26 19:01:00 - mmengine - INFO - Epoch(train) [4][3280/3757] lr: 9.9931e-03 eta: 3 days, 1:00:49 time: 0.3929 data_time: 0.0157 memory: 17007 grad_norm: 3.4560 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.3121 loss: 4.3121 2022/07/26 19:01:08 - mmengine - INFO - Epoch(train) [4][3300/3757] lr: 9.9931e-03 eta: 3 days, 1:00:42 time: 0.3982 data_time: 0.0161 memory: 17007 grad_norm: 3.5797 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.4652 loss: 4.4652 2022/07/26 19:01:16 - mmengine - INFO - Epoch(train) [4][3320/3757] lr: 9.9931e-03 eta: 3 days, 1:00:28 time: 0.3912 data_time: 0.0154 memory: 17007 grad_norm: 3.3971 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.4340 loss: 4.4340 2022/07/26 19:01:24 - mmengine - INFO - Epoch(train) [4][3340/3757] lr: 9.9931e-03 eta: 3 days, 1:00:16 time: 0.3925 data_time: 0.0158 memory: 17007 grad_norm: 3.5177 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.6548 loss: 4.6548 2022/07/26 19:01:32 - mmengine - INFO - Epoch(train) [4][3360/3757] lr: 9.9931e-03 eta: 3 days, 1:00:03 time: 0.3914 data_time: 0.0166 memory: 17007 grad_norm: 3.6750 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6650 loss: 4.6650 2022/07/26 19:01:40 - mmengine - INFO - Epoch(train) [4][3380/3757] lr: 9.9931e-03 eta: 3 days, 0:59:57 time: 0.3992 data_time: 0.0153 memory: 17007 grad_norm: 3.5546 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2151 loss: 4.2151 2022/07/26 19:01:48 - mmengine - INFO - Epoch(train) [4][3400/3757] lr: 9.9931e-03 eta: 3 days, 0:59:46 time: 0.3939 data_time: 0.0165 memory: 17007 grad_norm: 3.6066 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.5660 loss: 4.5660 2022/07/26 19:01:56 - mmengine - INFO - Epoch(train) [4][3420/3757] lr: 9.9931e-03 eta: 3 days, 0:59:32 time: 0.3913 data_time: 0.0145 memory: 17007 grad_norm: 3.7421 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.4917 loss: 4.4917 2022/07/26 19:02:03 - mmengine - INFO - Epoch(train) [4][3440/3757] lr: 9.9931e-03 eta: 3 days, 0:59:21 time: 0.3929 data_time: 0.0160 memory: 17007 grad_norm: 3.6098 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.2744 loss: 4.2744 2022/07/26 19:02:11 - mmengine - INFO - Epoch(train) [4][3460/3757] lr: 9.9931e-03 eta: 3 days, 0:59:06 time: 0.3899 data_time: 0.0132 memory: 17007 grad_norm: 3.6584 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.5929 loss: 4.5929 2022/07/26 19:02:19 - mmengine - INFO - Epoch(train) [4][3480/3757] lr: 9.9931e-03 eta: 3 days, 0:58:51 time: 0.3894 data_time: 0.0147 memory: 17007 grad_norm: 3.4618 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.7258 loss: 4.7258 2022/07/26 19:02:27 - mmengine - INFO - Epoch(train) [4][3500/3757] lr: 9.9931e-03 eta: 3 days, 0:58:41 time: 0.3948 data_time: 0.0150 memory: 17007 grad_norm: 3.3894 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.5976 loss: 4.5976 2022/07/26 19:02:35 - mmengine - INFO - Epoch(train) [4][3520/3757] lr: 9.9931e-03 eta: 3 days, 0:58:31 time: 0.3943 data_time: 0.0159 memory: 17007 grad_norm: 3.6199 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.5452 loss: 4.5452 2022/07/26 19:02:43 - mmengine - INFO - Epoch(train) [4][3540/3757] lr: 9.9931e-03 eta: 3 days, 0:58:18 time: 0.3925 data_time: 0.0156 memory: 17007 grad_norm: 3.6042 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.4371 loss: 4.4371 2022/07/26 19:02:50 - mmengine - INFO - Epoch(train) [4][3560/3757] lr: 9.9931e-03 eta: 3 days, 0:58:04 time: 0.3902 data_time: 0.0156 memory: 17007 grad_norm: 3.5972 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.4529 loss: 4.4529 2022/07/26 19:02:58 - mmengine - INFO - Epoch(train) [4][3580/3757] lr: 9.9931e-03 eta: 3 days, 0:57:57 time: 0.3985 data_time: 0.0176 memory: 17007 grad_norm: 3.4255 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.6137 loss: 4.6137 2022/07/26 19:03:06 - mmengine - INFO - Epoch(train) [4][3600/3757] lr: 9.9931e-03 eta: 3 days, 0:57:44 time: 0.3905 data_time: 0.0155 memory: 17007 grad_norm: 3.4620 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.5796 loss: 4.5796 2022/07/26 19:03:14 - mmengine - INFO - Epoch(train) [4][3620/3757] lr: 9.9931e-03 eta: 3 days, 0:57:41 time: 0.4029 data_time: 0.0152 memory: 17007 grad_norm: 3.5653 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.5027 loss: 4.5027 2022/07/26 19:03:22 - mmengine - INFO - Epoch(train) [4][3640/3757] lr: 9.9931e-03 eta: 3 days, 0:57:27 time: 0.3911 data_time: 0.0156 memory: 17007 grad_norm: 3.5764 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.3946 loss: 4.3946 2022/07/26 19:03:30 - mmengine - INFO - Epoch(train) [4][3660/3757] lr: 9.9931e-03 eta: 3 days, 0:57:14 time: 0.3911 data_time: 0.0158 memory: 17007 grad_norm: 3.4486 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4656 loss: 4.4656 2022/07/26 19:03:38 - mmengine - INFO - Epoch(train) [4][3680/3757] lr: 9.9931e-03 eta: 3 days, 0:57:02 time: 0.3925 data_time: 0.0166 memory: 17007 grad_norm: 3.4103 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.5145 loss: 4.5145 2022/07/26 19:03:46 - mmengine - INFO - Epoch(train) [4][3700/3757] lr: 9.9931e-03 eta: 3 days, 0:56:49 time: 0.3910 data_time: 0.0144 memory: 17007 grad_norm: 3.5007 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.5552 loss: 4.5552 2022/07/26 19:03:53 - mmengine - INFO - Epoch(train) [4][3720/3757] lr: 9.9931e-03 eta: 3 days, 0:56:36 time: 0.3911 data_time: 0.0153 memory: 17007 grad_norm: 3.5080 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.5062 loss: 4.5062 2022/07/26 19:03:57 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 19:04:01 - mmengine - INFO - Epoch(train) [4][3740/3757] lr: 9.9931e-03 eta: 3 days, 0:56:32 time: 0.4017 data_time: 0.0153 memory: 17007 grad_norm: 3.5536 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3528 loss: 4.3528 2022/07/26 19:04:08 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 19:04:08 - mmengine - INFO - Epoch(train) [4][3757/3757] lr: 9.9931e-03 eta: 3 days, 0:56:32 time: 0.3874 data_time: 0.0172 memory: 17007 grad_norm: 3.5414 top1_acc: 0.1429 top5_acc: 0.1429 loss_cls: 4.4245 loss: 4.4245 2022/07/26 19:04:08 - mmengine - INFO - Saving checkpoint at 4 epochs 2022/07/26 19:04:19 - mmengine - INFO - Epoch(train) [5][20/3757] lr: 9.9878e-03 eta: 3 days, 0:51:53 time: 0.4346 data_time: 0.0587 memory: 17007 grad_norm: 3.6029 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.5816 loss: 4.5816 2022/07/26 19:04:27 - mmengine - INFO - Epoch(train) [5][40/3757] lr: 9.9878e-03 eta: 3 days, 0:51:44 time: 0.3956 data_time: 0.0153 memory: 17007 grad_norm: 3.4750 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3178 loss: 4.3178 2022/07/26 19:04:34 - mmengine - INFO - Epoch(train) [5][60/3757] lr: 9.9878e-03 eta: 3 days, 0:51:32 time: 0.3923 data_time: 0.0152 memory: 17007 grad_norm: 3.5935 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4827 loss: 4.4827 2022/07/26 19:04:42 - mmengine - INFO - Epoch(train) [5][80/3757] lr: 9.9878e-03 eta: 3 days, 0:51:19 time: 0.3906 data_time: 0.0152 memory: 17007 grad_norm: 3.5104 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.4933 loss: 4.4933 2022/07/26 19:04:50 - mmengine - INFO - Epoch(train) [5][100/3757] lr: 9.9878e-03 eta: 3 days, 0:51:11 time: 0.3960 data_time: 0.0143 memory: 17007 grad_norm: 3.5741 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.4208 loss: 4.4208 2022/07/26 19:04:58 - mmengine - INFO - Epoch(train) [5][120/3757] lr: 9.9878e-03 eta: 3 days, 0:51:00 time: 0.3937 data_time: 0.0165 memory: 17007 grad_norm: 3.5301 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.5746 loss: 4.5746 2022/07/26 19:05:06 - mmengine - INFO - Epoch(train) [5][140/3757] lr: 9.9878e-03 eta: 3 days, 0:50:50 time: 0.3939 data_time: 0.0142 memory: 17007 grad_norm: 3.4745 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.5465 loss: 4.5465 2022/07/26 19:05:14 - mmengine - INFO - Epoch(train) [5][160/3757] lr: 9.9878e-03 eta: 3 days, 0:50:36 time: 0.3904 data_time: 0.0152 memory: 17007 grad_norm: 3.6536 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4187 loss: 4.4187 2022/07/26 19:05:22 - mmengine - INFO - Epoch(train) [5][180/3757] lr: 9.9878e-03 eta: 3 days, 0:50:24 time: 0.3913 data_time: 0.0133 memory: 17007 grad_norm: 3.7288 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6353 loss: 4.6353 2022/07/26 19:05:29 - mmengine - INFO - Epoch(train) [5][200/3757] lr: 9.9878e-03 eta: 3 days, 0:50:11 time: 0.3915 data_time: 0.0150 memory: 17007 grad_norm: 3.5443 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.5082 loss: 4.5082 2022/07/26 19:05:37 - mmengine - INFO - Epoch(train) [5][220/3757] lr: 9.9878e-03 eta: 3 days, 0:49:59 time: 0.3915 data_time: 0.0168 memory: 17007 grad_norm: 3.5062 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.2755 loss: 4.2755 2022/07/26 19:05:45 - mmengine - INFO - Epoch(train) [5][240/3757] lr: 9.9878e-03 eta: 3 days, 0:49:47 time: 0.3924 data_time: 0.0149 memory: 17007 grad_norm: 3.4423 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.3947 loss: 4.3947 2022/07/26 19:05:53 - mmengine - INFO - Epoch(train) [5][260/3757] lr: 9.9878e-03 eta: 3 days, 0:49:33 time: 0.3897 data_time: 0.0151 memory: 17007 grad_norm: 3.4748 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3372 loss: 4.3372 2022/07/26 19:06:01 - mmengine - INFO - Epoch(train) [5][280/3757] lr: 9.9878e-03 eta: 3 days, 0:49:21 time: 0.3919 data_time: 0.0160 memory: 17007 grad_norm: 3.5633 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.5160 loss: 4.5160 2022/07/26 19:06:09 - mmengine - INFO - Epoch(train) [5][300/3757] lr: 9.9878e-03 eta: 3 days, 0:49:08 time: 0.3899 data_time: 0.0152 memory: 17007 grad_norm: 3.6974 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.5486 loss: 4.5486 2022/07/26 19:06:16 - mmengine - INFO - Epoch(train) [5][320/3757] lr: 9.9878e-03 eta: 3 days, 0:49:01 time: 0.3979 data_time: 0.0168 memory: 17007 grad_norm: 3.5208 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4095 loss: 4.4095 2022/07/26 19:06:24 - mmengine - INFO - Epoch(train) [5][340/3757] lr: 9.9878e-03 eta: 3 days, 0:48:48 time: 0.3905 data_time: 0.0157 memory: 17007 grad_norm: 3.5482 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3723 loss: 4.3723 2022/07/26 19:06:32 - mmengine - INFO - Epoch(train) [5][360/3757] lr: 9.9878e-03 eta: 3 days, 0:48:33 time: 0.3894 data_time: 0.0148 memory: 17007 grad_norm: 3.6711 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.4152 loss: 4.4152 2022/07/26 19:06:40 - mmengine - INFO - Epoch(train) [5][380/3757] lr: 9.9878e-03 eta: 3 days, 0:48:24 time: 0.3948 data_time: 0.0159 memory: 17007 grad_norm: 3.5237 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.3776 loss: 4.3776 2022/07/26 19:06:48 - mmengine - INFO - Epoch(train) [5][400/3757] lr: 9.9878e-03 eta: 3 days, 0:48:11 time: 0.3909 data_time: 0.0147 memory: 17007 grad_norm: 3.5861 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.3082 loss: 4.3082 2022/07/26 19:06:56 - mmengine - INFO - Epoch(train) [5][420/3757] lr: 9.9878e-03 eta: 3 days, 0:47:58 time: 0.3905 data_time: 0.0152 memory: 17007 grad_norm: 3.6799 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 4.3526 loss: 4.3526 2022/07/26 19:07:03 - mmengine - INFO - Epoch(train) [5][440/3757] lr: 9.9878e-03 eta: 3 days, 0:47:46 time: 0.3917 data_time: 0.0159 memory: 17007 grad_norm: 3.5228 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2157 loss: 4.2157 2022/07/26 19:07:11 - mmengine - INFO - Epoch(train) [5][460/3757] lr: 9.9878e-03 eta: 3 days, 0:47:33 time: 0.3913 data_time: 0.0148 memory: 17007 grad_norm: 3.6325 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3917 loss: 4.3917 2022/07/26 19:07:19 - mmengine - INFO - Epoch(train) [5][480/3757] lr: 9.9878e-03 eta: 3 days, 0:47:22 time: 0.3926 data_time: 0.0165 memory: 17007 grad_norm: 3.6554 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3522 loss: 4.3522 2022/07/26 19:07:27 - mmengine - INFO - Epoch(train) [5][500/3757] lr: 9.9878e-03 eta: 3 days, 0:47:09 time: 0.3905 data_time: 0.0157 memory: 17007 grad_norm: 3.6281 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.6163 loss: 4.6163 2022/07/26 19:07:35 - mmengine - INFO - Epoch(train) [5][520/3757] lr: 9.9878e-03 eta: 3 days, 0:47:07 time: 0.4039 data_time: 0.0158 memory: 17007 grad_norm: 3.5196 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.2964 loss: 4.2964 2022/07/26 19:07:43 - mmengine - INFO - Epoch(train) [5][540/3757] lr: 9.9878e-03 eta: 3 days, 0:46:54 time: 0.3908 data_time: 0.0151 memory: 17007 grad_norm: 3.5131 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.4835 loss: 4.4835 2022/07/26 19:07:51 - mmengine - INFO - Epoch(train) [5][560/3757] lr: 9.9878e-03 eta: 3 days, 0:46:41 time: 0.3907 data_time: 0.0150 memory: 17007 grad_norm: 3.6063 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.3032 loss: 4.3032 2022/07/26 19:07:59 - mmengine - INFO - Epoch(train) [5][580/3757] lr: 9.9878e-03 eta: 3 days, 0:46:48 time: 0.4134 data_time: 0.0165 memory: 17007 grad_norm: 3.5417 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.1715 loss: 4.1715 2022/07/26 19:08:07 - mmengine - INFO - Epoch(train) [5][600/3757] lr: 9.9878e-03 eta: 3 days, 0:46:35 time: 0.3914 data_time: 0.0157 memory: 17007 grad_norm: 3.5113 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.4621 loss: 4.4621 2022/07/26 19:08:15 - mmengine - INFO - Epoch(train) [5][620/3757] lr: 9.9878e-03 eta: 3 days, 0:46:51 time: 0.4241 data_time: 0.0154 memory: 17007 grad_norm: 3.5532 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 4.3725 loss: 4.3725 2022/07/26 19:08:23 - mmengine - INFO - Epoch(train) [5][640/3757] lr: 9.9878e-03 eta: 3 days, 0:46:38 time: 0.3913 data_time: 0.0166 memory: 17007 grad_norm: 3.5810 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.3594 loss: 4.3594 2022/07/26 19:08:31 - mmengine - INFO - Epoch(train) [5][660/3757] lr: 9.9878e-03 eta: 3 days, 0:46:25 time: 0.3904 data_time: 0.0147 memory: 17007 grad_norm: 3.5900 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3724 loss: 4.3724 2022/07/26 19:08:39 - mmengine - INFO - Epoch(train) [5][680/3757] lr: 9.9878e-03 eta: 3 days, 0:46:15 time: 0.3944 data_time: 0.0161 memory: 17007 grad_norm: 3.5458 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6631 loss: 4.6631 2022/07/26 19:08:47 - mmengine - INFO - Epoch(train) [5][700/3757] lr: 9.9878e-03 eta: 3 days, 0:46:02 time: 0.3907 data_time: 0.0151 memory: 17007 grad_norm: 3.5841 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.3865 loss: 4.3865 2022/07/26 19:08:54 - mmengine - INFO - Epoch(train) [5][720/3757] lr: 9.9878e-03 eta: 3 days, 0:45:50 time: 0.3909 data_time: 0.0152 memory: 17007 grad_norm: 3.5489 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.3102 loss: 4.3102 2022/07/26 19:09:02 - mmengine - INFO - Epoch(train) [5][740/3757] lr: 9.9878e-03 eta: 3 days, 0:45:37 time: 0.3915 data_time: 0.0138 memory: 17007 grad_norm: 3.8289 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.2567 loss: 4.2567 2022/07/26 19:09:10 - mmengine - INFO - Epoch(train) [5][760/3757] lr: 9.9878e-03 eta: 3 days, 0:45:25 time: 0.3913 data_time: 0.0143 memory: 17007 grad_norm: 3.6106 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.5616 loss: 4.5616 2022/07/26 19:09:18 - mmengine - INFO - Epoch(train) [5][780/3757] lr: 9.9878e-03 eta: 3 days, 0:45:17 time: 0.3968 data_time: 0.0161 memory: 17007 grad_norm: 3.6733 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.3253 loss: 4.3253 2022/07/26 19:09:26 - mmengine - INFO - Epoch(train) [5][800/3757] lr: 9.9878e-03 eta: 3 days, 0:45:05 time: 0.3909 data_time: 0.0159 memory: 17007 grad_norm: 3.6203 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.2505 loss: 4.2505 2022/07/26 19:09:34 - mmengine - INFO - Epoch(train) [5][820/3757] lr: 9.9878e-03 eta: 3 days, 0:44:51 time: 0.3902 data_time: 0.0145 memory: 17007 grad_norm: 3.7091 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3651 loss: 4.3651 2022/07/26 19:09:42 - mmengine - INFO - Epoch(train) [5][840/3757] lr: 9.9878e-03 eta: 3 days, 0:44:46 time: 0.3994 data_time: 0.0160 memory: 17007 grad_norm: 3.6060 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.7716 loss: 4.7716 2022/07/26 19:09:49 - mmengine - INFO - Epoch(train) [5][860/3757] lr: 9.9878e-03 eta: 3 days, 0:44:32 time: 0.3899 data_time: 0.0153 memory: 17007 grad_norm: 3.5618 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.4620 loss: 4.4620 2022/07/26 19:09:57 - mmengine - INFO - Epoch(train) [5][880/3757] lr: 9.9878e-03 eta: 3 days, 0:44:22 time: 0.3941 data_time: 0.0160 memory: 17007 grad_norm: 3.5508 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4858 loss: 4.4858 2022/07/26 19:10:05 - mmengine - INFO - Epoch(train) [5][900/3757] lr: 9.9878e-03 eta: 3 days, 0:44:12 time: 0.3940 data_time: 0.0152 memory: 17007 grad_norm: 3.5369 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4921 loss: 4.4921 2022/07/26 19:10:13 - mmengine - INFO - Epoch(train) [5][920/3757] lr: 9.9878e-03 eta: 3 days, 0:43:58 time: 0.3894 data_time: 0.0146 memory: 17007 grad_norm: 3.6081 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.1527 loss: 4.1527 2022/07/26 19:10:21 - mmengine - INFO - Epoch(train) [5][940/3757] lr: 9.9878e-03 eta: 3 days, 0:43:46 time: 0.3916 data_time: 0.0156 memory: 17007 grad_norm: 3.6277 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2897 loss: 4.2897 2022/07/26 19:10:29 - mmengine - INFO - Epoch(train) [5][960/3757] lr: 9.9878e-03 eta: 3 days, 0:43:36 time: 0.3937 data_time: 0.0155 memory: 17007 grad_norm: 3.6002 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 4.2085 loss: 4.2085 2022/07/26 19:10:33 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 19:10:37 - mmengine - INFO - Epoch(train) [5][980/3757] lr: 9.9878e-03 eta: 3 days, 0:43:26 time: 0.3941 data_time: 0.0164 memory: 17007 grad_norm: 3.6087 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.3225 loss: 4.3225 2022/07/26 19:10:44 - mmengine - INFO - Epoch(train) [5][1000/3757] lr: 9.9878e-03 eta: 3 days, 0:43:14 time: 0.3913 data_time: 0.0164 memory: 17007 grad_norm: 3.5297 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2380 loss: 4.2380 2022/07/26 19:10:52 - mmengine - INFO - Epoch(train) [5][1020/3757] lr: 9.9878e-03 eta: 3 days, 0:43:06 time: 0.3963 data_time: 0.0151 memory: 17007 grad_norm: 3.6952 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.4293 loss: 4.4293 2022/07/26 19:11:00 - mmengine - INFO - Epoch(train) [5][1040/3757] lr: 9.9878e-03 eta: 3 days, 0:42:58 time: 0.3962 data_time: 0.0170 memory: 17007 grad_norm: 3.6223 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.3582 loss: 4.3582 2022/07/26 19:11:08 - mmengine - INFO - Epoch(train) [5][1060/3757] lr: 9.9878e-03 eta: 3 days, 0:42:55 time: 0.4036 data_time: 0.0147 memory: 17007 grad_norm: 3.5465 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.5017 loss: 4.5017 2022/07/26 19:11:16 - mmengine - INFO - Epoch(train) [5][1080/3757] lr: 9.9878e-03 eta: 3 days, 0:42:46 time: 0.3947 data_time: 0.0158 memory: 17007 grad_norm: 3.6180 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.5377 loss: 4.5377 2022/07/26 19:11:24 - mmengine - INFO - Epoch(train) [5][1100/3757] lr: 9.9878e-03 eta: 3 days, 0:42:33 time: 0.3898 data_time: 0.0144 memory: 17007 grad_norm: 3.4720 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.2604 loss: 4.2604 2022/07/26 19:11:32 - mmengine - INFO - Epoch(train) [5][1120/3757] lr: 9.9878e-03 eta: 3 days, 0:42:35 time: 0.4094 data_time: 0.0152 memory: 17007 grad_norm: 3.6593 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.4864 loss: 4.4864 2022/07/26 19:11:40 - mmengine - INFO - Epoch(train) [5][1140/3757] lr: 9.9878e-03 eta: 3 days, 0:42:25 time: 0.3935 data_time: 0.0156 memory: 17007 grad_norm: 3.5480 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.2582 loss: 4.2582 2022/07/26 19:11:48 - mmengine - INFO - Epoch(train) [5][1160/3757] lr: 9.9878e-03 eta: 3 days, 0:42:13 time: 0.3923 data_time: 0.0152 memory: 17007 grad_norm: 3.5980 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.6338 loss: 4.6338 2022/07/26 19:11:56 - mmengine - INFO - Epoch(train) [5][1180/3757] lr: 9.9878e-03 eta: 3 days, 0:42:02 time: 0.3927 data_time: 0.0155 memory: 17007 grad_norm: 3.6831 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.3098 loss: 4.3098 2022/07/26 19:12:04 - mmengine - INFO - Epoch(train) [5][1200/3757] lr: 9.9878e-03 eta: 3 days, 0:41:50 time: 0.3909 data_time: 0.0154 memory: 17007 grad_norm: 3.7094 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.4802 loss: 4.4802 2022/07/26 19:12:11 - mmengine - INFO - Epoch(train) [5][1220/3757] lr: 9.9878e-03 eta: 3 days, 0:41:38 time: 0.3923 data_time: 0.0153 memory: 17007 grad_norm: 3.6627 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.5410 loss: 4.5410 2022/07/26 19:12:19 - mmengine - INFO - Epoch(train) [5][1240/3757] lr: 9.9878e-03 eta: 3 days, 0:41:30 time: 0.3955 data_time: 0.0148 memory: 17007 grad_norm: 3.5584 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.5084 loss: 4.5084 2022/07/26 19:12:27 - mmengine - INFO - Epoch(train) [5][1260/3757] lr: 9.9878e-03 eta: 3 days, 0:41:16 time: 0.3890 data_time: 0.0143 memory: 17007 grad_norm: 3.6049 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.3925 loss: 4.3925 2022/07/26 19:12:35 - mmengine - INFO - Epoch(train) [5][1280/3757] lr: 9.9878e-03 eta: 3 days, 0:41:06 time: 0.3939 data_time: 0.0157 memory: 17007 grad_norm: 3.6868 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.6218 loss: 4.6218 2022/07/26 19:12:43 - mmengine - INFO - Epoch(train) [5][1300/3757] lr: 9.9878e-03 eta: 3 days, 0:40:54 time: 0.3915 data_time: 0.0151 memory: 17007 grad_norm: 3.6444 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.6481 loss: 4.6481 2022/07/26 19:12:51 - mmengine - INFO - Epoch(train) [5][1320/3757] lr: 9.9878e-03 eta: 3 days, 0:40:42 time: 0.3920 data_time: 0.0154 memory: 17007 grad_norm: 3.5307 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.3917 loss: 4.3917 2022/07/26 19:12:59 - mmengine - INFO - Epoch(train) [5][1340/3757] lr: 9.9878e-03 eta: 3 days, 0:40:34 time: 0.3964 data_time: 0.0168 memory: 17007 grad_norm: 3.6169 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.3423 loss: 4.3423 2022/07/26 19:13:06 - mmengine - INFO - Epoch(train) [5][1360/3757] lr: 9.9878e-03 eta: 3 days, 0:40:22 time: 0.3911 data_time: 0.0150 memory: 17007 grad_norm: 3.5939 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.5059 loss: 4.5059 2022/07/26 19:13:14 - mmengine - INFO - Epoch(train) [5][1380/3757] lr: 9.9878e-03 eta: 3 days, 0:40:08 time: 0.3892 data_time: 0.0146 memory: 17007 grad_norm: 3.6728 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3341 loss: 4.3341 2022/07/26 19:13:22 - mmengine - INFO - Epoch(train) [5][1400/3757] lr: 9.9878e-03 eta: 3 days, 0:40:08 time: 0.4061 data_time: 0.0172 memory: 17007 grad_norm: 3.5751 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.5457 loss: 4.5457 2022/07/26 19:13:30 - mmengine - INFO - Epoch(train) [5][1420/3757] lr: 9.9878e-03 eta: 3 days, 0:39:55 time: 0.3907 data_time: 0.0161 memory: 17007 grad_norm: 3.5909 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2791 loss: 4.2791 2022/07/26 19:13:38 - mmengine - INFO - Epoch(train) [5][1440/3757] lr: 9.9878e-03 eta: 3 days, 0:39:44 time: 0.3928 data_time: 0.0160 memory: 17007 grad_norm: 3.5932 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.6193 loss: 4.6193 2022/07/26 19:13:46 - mmengine - INFO - Epoch(train) [5][1460/3757] lr: 9.9878e-03 eta: 3 days, 0:39:32 time: 0.3911 data_time: 0.0153 memory: 17007 grad_norm: 3.4972 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.5860 loss: 4.5860 2022/07/26 19:13:54 - mmengine - INFO - Epoch(train) [5][1480/3757] lr: 9.9878e-03 eta: 3 days, 0:39:19 time: 0.3898 data_time: 0.0147 memory: 17007 grad_norm: 3.5097 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.4409 loss: 4.4409 2022/07/26 19:14:01 - mmengine - INFO - Epoch(train) [5][1500/3757] lr: 9.9878e-03 eta: 3 days, 0:39:09 time: 0.3936 data_time: 0.0153 memory: 17007 grad_norm: 3.5616 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.1911 loss: 4.1911 2022/07/26 19:14:09 - mmengine - INFO - Epoch(train) [5][1520/3757] lr: 9.9878e-03 eta: 3 days, 0:38:59 time: 0.3943 data_time: 0.0154 memory: 17007 grad_norm: 3.6552 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.3792 loss: 4.3792 2022/07/26 19:14:17 - mmengine - INFO - Epoch(train) [5][1540/3757] lr: 9.9878e-03 eta: 3 days, 0:38:53 time: 0.3985 data_time: 0.0161 memory: 17007 grad_norm: 3.5805 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 4.4035 loss: 4.4035 2022/07/26 19:14:25 - mmengine - INFO - Epoch(train) [5][1560/3757] lr: 9.9878e-03 eta: 3 days, 0:38:40 time: 0.3909 data_time: 0.0153 memory: 17007 grad_norm: 3.6315 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.2931 loss: 4.2931 2022/07/26 19:14:33 - mmengine - INFO - Epoch(train) [5][1580/3757] lr: 9.9878e-03 eta: 3 days, 0:38:28 time: 0.3908 data_time: 0.0145 memory: 17007 grad_norm: 3.7332 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.4546 loss: 4.4546 2022/07/26 19:14:41 - mmengine - INFO - Epoch(train) [5][1600/3757] lr: 9.9878e-03 eta: 3 days, 0:38:15 time: 0.3906 data_time: 0.0161 memory: 17007 grad_norm: 3.6313 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4888 loss: 4.4888 2022/07/26 19:14:49 - mmengine - INFO - Epoch(train) [5][1620/3757] lr: 9.9878e-03 eta: 3 days, 0:38:13 time: 0.4028 data_time: 0.0152 memory: 17007 grad_norm: 3.5537 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.3991 loss: 4.3991 2022/07/26 19:14:57 - mmengine - INFO - Epoch(train) [5][1640/3757] lr: 9.9878e-03 eta: 3 days, 0:38:05 time: 0.3963 data_time: 0.0164 memory: 17007 grad_norm: 3.6851 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.3594 loss: 4.3594 2022/07/26 19:15:05 - mmengine - INFO - Epoch(train) [5][1660/3757] lr: 9.9878e-03 eta: 3 days, 0:37:52 time: 0.3904 data_time: 0.0156 memory: 17007 grad_norm: 3.5162 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4723 loss: 4.4723 2022/07/26 19:15:12 - mmengine - INFO - Epoch(train) [5][1680/3757] lr: 9.9878e-03 eta: 3 days, 0:37:40 time: 0.3911 data_time: 0.0147 memory: 17007 grad_norm: 3.6324 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.2528 loss: 4.2528 2022/07/26 19:15:20 - mmengine - INFO - Epoch(train) [5][1700/3757] lr: 9.9878e-03 eta: 3 days, 0:37:33 time: 0.3984 data_time: 0.0171 memory: 17007 grad_norm: 3.6896 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.4465 loss: 4.4465 2022/07/26 19:15:28 - mmengine - INFO - Epoch(train) [5][1720/3757] lr: 9.9878e-03 eta: 3 days, 0:37:21 time: 0.3909 data_time: 0.0157 memory: 17007 grad_norm: 3.5904 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.3680 loss: 4.3680 2022/07/26 19:15:36 - mmengine - INFO - Epoch(train) [5][1740/3757] lr: 9.9878e-03 eta: 3 days, 0:37:13 time: 0.3958 data_time: 0.0161 memory: 17007 grad_norm: 3.5132 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3789 loss: 4.3789 2022/07/26 19:15:44 - mmengine - INFO - Epoch(train) [5][1760/3757] lr: 9.9878e-03 eta: 3 days, 0:37:01 time: 0.3911 data_time: 0.0156 memory: 17007 grad_norm: 3.6684 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.2542 loss: 4.2542 2022/07/26 19:15:52 - mmengine - INFO - Epoch(train) [5][1780/3757] lr: 9.9878e-03 eta: 3 days, 0:36:46 time: 0.3885 data_time: 0.0141 memory: 17007 grad_norm: 3.6595 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.3678 loss: 4.3678 2022/07/26 19:16:00 - mmengine - INFO - Epoch(train) [5][1800/3757] lr: 9.9878e-03 eta: 3 days, 0:36:36 time: 0.3938 data_time: 0.0160 memory: 17007 grad_norm: 3.5724 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.3150 loss: 4.3150 2022/07/26 19:16:07 - mmengine - INFO - Epoch(train) [5][1820/3757] lr: 9.9878e-03 eta: 3 days, 0:36:24 time: 0.3912 data_time: 0.0154 memory: 17007 grad_norm: 3.6551 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3084 loss: 4.3084 2022/07/26 19:16:15 - mmengine - INFO - Epoch(train) [5][1840/3757] lr: 9.9878e-03 eta: 3 days, 0:36:16 time: 0.3955 data_time: 0.0157 memory: 17007 grad_norm: 3.5471 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.1663 loss: 4.1663 2022/07/26 19:16:23 - mmengine - INFO - Epoch(train) [5][1860/3757] lr: 9.9878e-03 eta: 3 days, 0:36:04 time: 0.3913 data_time: 0.0157 memory: 17007 grad_norm: 3.6063 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4790 loss: 4.4790 2022/07/26 19:16:31 - mmengine - INFO - Epoch(train) [5][1880/3757] lr: 9.9878e-03 eta: 3 days, 0:35:52 time: 0.3908 data_time: 0.0153 memory: 17007 grad_norm: 3.5936 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.4556 loss: 4.4556 2022/07/26 19:16:39 - mmengine - INFO - Epoch(train) [5][1900/3757] lr: 9.9878e-03 eta: 3 days, 0:35:42 time: 0.3941 data_time: 0.0161 memory: 17007 grad_norm: 3.6975 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.0699 loss: 4.0699 2022/07/26 19:16:47 - mmengine - INFO - Epoch(train) [5][1920/3757] lr: 9.9878e-03 eta: 3 days, 0:35:35 time: 0.3973 data_time: 0.0150 memory: 17007 grad_norm: 3.5875 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6255 loss: 4.6255 2022/07/26 19:16:55 - mmengine - INFO - Epoch(train) [5][1940/3757] lr: 9.9878e-03 eta: 3 days, 0:35:21 time: 0.3895 data_time: 0.0150 memory: 17007 grad_norm: 3.6682 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.6175 loss: 4.6175 2022/07/26 19:17:02 - mmengine - INFO - Epoch(train) [5][1960/3757] lr: 9.9878e-03 eta: 3 days, 0:35:13 time: 0.3960 data_time: 0.0160 memory: 17007 grad_norm: 3.6095 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.4113 loss: 4.4113 2022/07/26 19:17:07 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 19:17:10 - mmengine - INFO - Epoch(train) [5][1980/3757] lr: 9.9878e-03 eta: 3 days, 0:35:00 time: 0.3890 data_time: 0.0143 memory: 17007 grad_norm: 3.6155 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0385 loss: 4.0385 2022/07/26 19:17:18 - mmengine - INFO - Epoch(train) [5][2000/3757] lr: 9.9878e-03 eta: 3 days, 0:34:50 time: 0.3937 data_time: 0.0168 memory: 17007 grad_norm: 3.6830 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.4485 loss: 4.4485 2022/07/26 19:17:26 - mmengine - INFO - Epoch(train) [5][2020/3757] lr: 9.9878e-03 eta: 3 days, 0:34:40 time: 0.3941 data_time: 0.0145 memory: 17007 grad_norm: 3.6006 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.2512 loss: 4.2512 2022/07/26 19:17:34 - mmengine - INFO - Epoch(train) [5][2040/3757] lr: 9.9878e-03 eta: 3 days, 0:34:28 time: 0.3906 data_time: 0.0152 memory: 17007 grad_norm: 3.6750 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.1195 loss: 4.1195 2022/07/26 19:17:42 - mmengine - INFO - Epoch(train) [5][2060/3757] lr: 9.9878e-03 eta: 3 days, 0:34:19 time: 0.3950 data_time: 0.0160 memory: 17007 grad_norm: 3.7014 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2973 loss: 4.2973 2022/07/26 19:17:50 - mmengine - INFO - Epoch(train) [5][2080/3757] lr: 9.9878e-03 eta: 3 days, 0:34:06 time: 0.3909 data_time: 0.0154 memory: 17007 grad_norm: 3.6506 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2336 loss: 4.2336 2022/07/26 19:17:57 - mmengine - INFO - Epoch(train) [5][2100/3757] lr: 9.9878e-03 eta: 3 days, 0:33:57 time: 0.3939 data_time: 0.0154 memory: 17007 grad_norm: 3.6394 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4826 loss: 4.4826 2022/07/26 19:18:05 - mmengine - INFO - Epoch(train) [5][2120/3757] lr: 9.9878e-03 eta: 3 days, 0:33:45 time: 0.3918 data_time: 0.0153 memory: 17007 grad_norm: 3.5110 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2950 loss: 4.2950 2022/07/26 19:18:13 - mmengine - INFO - Epoch(train) [5][2140/3757] lr: 9.9878e-03 eta: 3 days, 0:33:32 time: 0.3890 data_time: 0.0132 memory: 17007 grad_norm: 3.6060 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.4260 loss: 4.4260 2022/07/26 19:18:21 - mmengine - INFO - Epoch(train) [5][2160/3757] lr: 9.9878e-03 eta: 3 days, 0:33:20 time: 0.3919 data_time: 0.0161 memory: 17007 grad_norm: 3.6677 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.3897 loss: 4.3897 2022/07/26 19:18:29 - mmengine - INFO - Epoch(train) [5][2180/3757] lr: 9.9878e-03 eta: 3 days, 0:33:07 time: 0.3896 data_time: 0.0145 memory: 17007 grad_norm: 3.6703 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.2567 loss: 4.2567 2022/07/26 19:18:37 - mmengine - INFO - Epoch(train) [5][2200/3757] lr: 9.9878e-03 eta: 3 days, 0:32:57 time: 0.3929 data_time: 0.0164 memory: 17007 grad_norm: 3.7305 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.3668 loss: 4.3668 2022/07/26 19:18:44 - mmengine - INFO - Epoch(train) [5][2220/3757] lr: 9.9878e-03 eta: 3 days, 0:32:44 time: 0.3902 data_time: 0.0156 memory: 17007 grad_norm: 3.7285 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.5642 loss: 4.5642 2022/07/26 19:18:52 - mmengine - INFO - Epoch(train) [5][2240/3757] lr: 9.9878e-03 eta: 3 days, 0:32:33 time: 0.3918 data_time: 0.0157 memory: 17007 grad_norm: 3.5088 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3415 loss: 4.3415 2022/07/26 19:19:00 - mmengine - INFO - Epoch(train) [5][2260/3757] lr: 9.9878e-03 eta: 3 days, 0:32:28 time: 0.4007 data_time: 0.0154 memory: 17007 grad_norm: 3.6036 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.3657 loss: 4.3657 2022/07/26 19:19:08 - mmengine - INFO - Epoch(train) [5][2280/3757] lr: 9.9878e-03 eta: 3 days, 0:32:19 time: 0.3946 data_time: 0.0149 memory: 17007 grad_norm: 3.5995 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.2893 loss: 4.2893 2022/07/26 19:19:16 - mmengine - INFO - Epoch(train) [5][2300/3757] lr: 9.9878e-03 eta: 3 days, 0:32:18 time: 0.4056 data_time: 0.0165 memory: 17007 grad_norm: 3.6759 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.4960 loss: 4.4960 2022/07/26 19:19:24 - mmengine - INFO - Epoch(train) [5][2320/3757] lr: 9.9878e-03 eta: 3 days, 0:32:06 time: 0.3904 data_time: 0.0149 memory: 17007 grad_norm: 3.6204 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.1356 loss: 4.1356 2022/07/26 19:19:32 - mmengine - INFO - Epoch(train) [5][2340/3757] lr: 9.9878e-03 eta: 3 days, 0:31:53 time: 0.3904 data_time: 0.0144 memory: 17007 grad_norm: 3.6354 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.3325 loss: 4.3325 2022/07/26 19:19:40 - mmengine - INFO - Epoch(train) [5][2360/3757] lr: 9.9878e-03 eta: 3 days, 0:32:00 time: 0.4156 data_time: 0.0148 memory: 17007 grad_norm: 3.6324 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4225 loss: 4.4225 2022/07/26 19:19:48 - mmengine - INFO - Epoch(train) [5][2380/3757] lr: 9.9878e-03 eta: 3 days, 0:31:48 time: 0.3908 data_time: 0.0154 memory: 17007 grad_norm: 3.7448 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.5914 loss: 4.5914 2022/07/26 19:19:56 - mmengine - INFO - Epoch(train) [5][2400/3757] lr: 9.9878e-03 eta: 3 days, 0:31:58 time: 0.4198 data_time: 0.0162 memory: 17007 grad_norm: 3.6318 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.3617 loss: 4.3617 2022/07/26 19:20:04 - mmengine - INFO - Epoch(train) [5][2420/3757] lr: 9.9878e-03 eta: 3 days, 0:31:46 time: 0.3907 data_time: 0.0154 memory: 17007 grad_norm: 3.7105 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2906 loss: 4.2906 2022/07/26 19:20:12 - mmengine - INFO - Epoch(train) [5][2440/3757] lr: 9.9878e-03 eta: 3 days, 0:31:34 time: 0.3908 data_time: 0.0147 memory: 17007 grad_norm: 3.7574 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4701 loss: 4.4701 2022/07/26 19:20:20 - mmengine - INFO - Epoch(train) [5][2460/3757] lr: 9.9878e-03 eta: 3 days, 0:31:23 time: 0.3932 data_time: 0.0163 memory: 17007 grad_norm: 3.6183 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3084 loss: 4.3084 2022/07/26 19:20:28 - mmengine - INFO - Epoch(train) [5][2480/3757] lr: 9.9878e-03 eta: 3 days, 0:31:11 time: 0.3903 data_time: 0.0152 memory: 17007 grad_norm: 3.6655 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.5497 loss: 4.5497 2022/07/26 19:20:36 - mmengine - INFO - Epoch(train) [5][2500/3757] lr: 9.9878e-03 eta: 3 days, 0:31:04 time: 0.3972 data_time: 0.0146 memory: 17007 grad_norm: 3.6243 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4711 loss: 4.4711 2022/07/26 19:20:43 - mmengine - INFO - Epoch(train) [5][2520/3757] lr: 9.9878e-03 eta: 3 days, 0:30:53 time: 0.3924 data_time: 0.0168 memory: 17007 grad_norm: 3.7359 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.5428 loss: 4.5428 2022/07/26 19:20:51 - mmengine - INFO - Epoch(train) [5][2540/3757] lr: 9.9878e-03 eta: 3 days, 0:30:40 time: 0.3902 data_time: 0.0152 memory: 17007 grad_norm: 3.6855 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.4460 loss: 4.4460 2022/07/26 19:20:59 - mmengine - INFO - Epoch(train) [5][2560/3757] lr: 9.9878e-03 eta: 3 days, 0:30:31 time: 0.3943 data_time: 0.0160 memory: 17007 grad_norm: 3.6055 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.5160 loss: 4.5160 2022/07/26 19:21:07 - mmengine - INFO - Epoch(train) [5][2580/3757] lr: 9.9878e-03 eta: 3 days, 0:30:19 time: 0.3905 data_time: 0.0144 memory: 17007 grad_norm: 3.5861 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4242 loss: 4.4242 2022/07/26 19:21:15 - mmengine - INFO - Epoch(train) [5][2600/3757] lr: 9.9878e-03 eta: 3 days, 0:30:07 time: 0.3911 data_time: 0.0158 memory: 17007 grad_norm: 3.7561 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2034 loss: 4.2034 2022/07/26 19:21:23 - mmengine - INFO - Epoch(train) [5][2620/3757] lr: 9.9878e-03 eta: 3 days, 0:29:55 time: 0.3907 data_time: 0.0138 memory: 17007 grad_norm: 3.6968 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.2741 loss: 4.2741 2022/07/26 19:21:30 - mmengine - INFO - Epoch(train) [5][2640/3757] lr: 9.9878e-03 eta: 3 days, 0:29:43 time: 0.3918 data_time: 0.0152 memory: 17007 grad_norm: 3.6527 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 4.1816 loss: 4.1816 2022/07/26 19:21:38 - mmengine - INFO - Epoch(train) [5][2660/3757] lr: 9.9878e-03 eta: 3 days, 0:29:36 time: 0.3967 data_time: 0.0151 memory: 17007 grad_norm: 3.7339 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.3500 loss: 4.3500 2022/07/26 19:21:46 - mmengine - INFO - Epoch(train) [5][2680/3757] lr: 9.9878e-03 eta: 3 days, 0:29:23 time: 0.3893 data_time: 0.0143 memory: 17007 grad_norm: 3.7042 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.2493 loss: 4.2493 2022/07/26 19:21:54 - mmengine - INFO - Epoch(train) [5][2700/3757] lr: 9.9878e-03 eta: 3 days, 0:29:10 time: 0.3901 data_time: 0.0151 memory: 17007 grad_norm: 3.7823 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.5397 loss: 4.5397 2022/07/26 19:22:02 - mmengine - INFO - Epoch(train) [5][2720/3757] lr: 9.9878e-03 eta: 3 days, 0:29:01 time: 0.3942 data_time: 0.0162 memory: 17007 grad_norm: 3.6739 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.5434 loss: 4.5434 2022/07/26 19:22:10 - mmengine - INFO - Epoch(train) [5][2740/3757] lr: 9.9878e-03 eta: 3 days, 0:28:49 time: 0.3908 data_time: 0.0149 memory: 17007 grad_norm: 3.7127 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2161 loss: 4.2161 2022/07/26 19:22:18 - mmengine - INFO - Epoch(train) [5][2760/3757] lr: 9.9878e-03 eta: 3 days, 0:28:56 time: 0.4163 data_time: 0.0158 memory: 17007 grad_norm: 3.6939 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.2753 loss: 4.2753 2022/07/26 19:22:26 - mmengine - INFO - Epoch(train) [5][2780/3757] lr: 9.9878e-03 eta: 3 days, 0:28:43 time: 0.3903 data_time: 0.0149 memory: 17007 grad_norm: 3.5406 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.2004 loss: 4.2004 2022/07/26 19:22:34 - mmengine - INFO - Epoch(train) [5][2800/3757] lr: 9.9878e-03 eta: 3 days, 0:28:31 time: 0.3901 data_time: 0.0147 memory: 17007 grad_norm: 3.6598 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.3735 loss: 4.3735 2022/07/26 19:22:41 - mmengine - INFO - Epoch(train) [5][2820/3757] lr: 9.9878e-03 eta: 3 days, 0:28:21 time: 0.3937 data_time: 0.0155 memory: 17007 grad_norm: 3.6556 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1281 loss: 4.1281 2022/07/26 19:22:49 - mmengine - INFO - Epoch(train) [5][2840/3757] lr: 9.9878e-03 eta: 3 days, 0:28:09 time: 0.3910 data_time: 0.0152 memory: 17007 grad_norm: 3.9091 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.3288 loss: 4.3288 2022/07/26 19:22:57 - mmengine - INFO - Epoch(train) [5][2860/3757] lr: 9.9878e-03 eta: 3 days, 0:28:10 time: 0.4080 data_time: 0.0150 memory: 17007 grad_norm: 3.6496 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.2231 loss: 4.2231 2022/07/26 19:23:05 - mmengine - INFO - Epoch(train) [5][2880/3757] lr: 9.9878e-03 eta: 3 days, 0:27:58 time: 0.3909 data_time: 0.0155 memory: 17007 grad_norm: 3.6186 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3070 loss: 4.3070 2022/07/26 19:23:13 - mmengine - INFO - Epoch(train) [5][2900/3757] lr: 9.9878e-03 eta: 3 days, 0:27:45 time: 0.3895 data_time: 0.0148 memory: 17007 grad_norm: 3.7031 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4773 loss: 4.4773 2022/07/26 19:23:21 - mmengine - INFO - Epoch(train) [5][2920/3757] lr: 9.9878e-03 eta: 3 days, 0:27:36 time: 0.3940 data_time: 0.0159 memory: 17007 grad_norm: 3.6255 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.2667 loss: 4.2667 2022/07/26 19:23:29 - mmengine - INFO - Epoch(train) [5][2940/3757] lr: 9.9878e-03 eta: 3 days, 0:27:23 time: 0.3902 data_time: 0.0143 memory: 17007 grad_norm: 3.7489 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2509 loss: 4.2509 2022/07/26 19:23:37 - mmengine - INFO - Epoch(train) [5][2960/3757] lr: 9.9878e-03 eta: 3 days, 0:27:27 time: 0.4117 data_time: 0.0166 memory: 17007 grad_norm: 3.7210 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.2019 loss: 4.2019 2022/07/26 19:23:42 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 19:23:45 - mmengine - INFO - Epoch(train) [5][2980/3757] lr: 9.9878e-03 eta: 3 days, 0:27:15 time: 0.3908 data_time: 0.0153 memory: 17007 grad_norm: 3.6676 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.5029 loss: 4.5029 2022/07/26 19:23:53 - mmengine - INFO - Epoch(train) [5][3000/3757] lr: 9.9878e-03 eta: 3 days, 0:27:02 time: 0.3895 data_time: 0.0148 memory: 17007 grad_norm: 3.6426 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.3792 loss: 4.3792 2022/07/26 19:24:00 - mmengine - INFO - Epoch(train) [5][3020/3757] lr: 9.9878e-03 eta: 3 days, 0:26:52 time: 0.3943 data_time: 0.0161 memory: 17007 grad_norm: 3.7401 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.2795 loss: 4.2795 2022/07/26 19:24:08 - mmengine - INFO - Epoch(train) [5][3040/3757] lr: 9.9878e-03 eta: 3 days, 0:26:42 time: 0.3926 data_time: 0.0171 memory: 17007 grad_norm: 3.7058 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.5665 loss: 4.5665 2022/07/26 19:24:16 - mmengine - INFO - Epoch(train) [5][3060/3757] lr: 9.9878e-03 eta: 3 days, 0:26:41 time: 0.4061 data_time: 0.0154 memory: 17007 grad_norm: 3.6721 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.2097 loss: 4.2097 2022/07/26 19:24:24 - mmengine - INFO - Epoch(train) [5][3080/3757] lr: 9.9878e-03 eta: 3 days, 0:26:29 time: 0.3911 data_time: 0.0152 memory: 17007 grad_norm: 3.6791 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.1983 loss: 4.1983 2022/07/26 19:24:32 - mmengine - INFO - Epoch(train) [5][3100/3757] lr: 9.9878e-03 eta: 3 days, 0:26:16 time: 0.3887 data_time: 0.0146 memory: 17007 grad_norm: 3.6561 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.1854 loss: 4.1854 2022/07/26 19:24:40 - mmengine - INFO - Epoch(train) [5][3120/3757] lr: 9.9878e-03 eta: 3 days, 0:26:07 time: 0.3946 data_time: 0.0165 memory: 17007 grad_norm: 3.7335 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2767 loss: 4.2767 2022/07/26 19:24:48 - mmengine - INFO - Epoch(train) [5][3140/3757] lr: 9.9878e-03 eta: 3 days, 0:25:55 time: 0.3912 data_time: 0.0150 memory: 17007 grad_norm: 3.7884 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.3209 loss: 4.3209 2022/07/26 19:24:56 - mmengine - INFO - Epoch(train) [5][3160/3757] lr: 9.9878e-03 eta: 3 days, 0:25:43 time: 0.3901 data_time: 0.0156 memory: 17007 grad_norm: 3.6844 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.6066 loss: 4.6066 2022/07/26 19:25:03 - mmengine - INFO - Epoch(train) [5][3180/3757] lr: 9.9878e-03 eta: 3 days, 0:25:32 time: 0.3926 data_time: 0.0165 memory: 17007 grad_norm: 3.6311 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4256 loss: 4.4256 2022/07/26 19:25:11 - mmengine - INFO - Epoch(train) [5][3200/3757] lr: 9.9878e-03 eta: 3 days, 0:25:21 time: 0.3918 data_time: 0.0162 memory: 17007 grad_norm: 3.7025 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2816 loss: 4.2816 2022/07/26 19:25:19 - mmengine - INFO - Epoch(train) [5][3220/3757] lr: 9.9878e-03 eta: 3 days, 0:25:10 time: 0.3909 data_time: 0.0152 memory: 17007 grad_norm: 3.6622 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.3748 loss: 4.3748 2022/07/26 19:25:27 - mmengine - INFO - Epoch(train) [5][3240/3757] lr: 9.9878e-03 eta: 3 days, 0:24:58 time: 0.3907 data_time: 0.0157 memory: 17007 grad_norm: 3.6569 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 4.3050 loss: 4.3050 2022/07/26 19:25:35 - mmengine - INFO - Epoch(train) [5][3260/3757] lr: 9.9878e-03 eta: 3 days, 0:24:46 time: 0.3911 data_time: 0.0149 memory: 17007 grad_norm: 3.7297 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.5001 loss: 4.5001 2022/07/26 19:25:43 - mmengine - INFO - Epoch(train) [5][3280/3757] lr: 9.9878e-03 eta: 3 days, 0:24:45 time: 0.4053 data_time: 0.0167 memory: 17007 grad_norm: 3.7002 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.4029 loss: 4.4029 2022/07/26 19:25:51 - mmengine - INFO - Epoch(train) [5][3300/3757] lr: 9.9878e-03 eta: 3 days, 0:24:34 time: 0.3925 data_time: 0.0159 memory: 17007 grad_norm: 3.7904 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.3801 loss: 4.3801 2022/07/26 19:25:59 - mmengine - INFO - Epoch(train) [5][3320/3757] lr: 9.9878e-03 eta: 3 days, 0:24:28 time: 0.3987 data_time: 0.0158 memory: 17007 grad_norm: 3.7802 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.2119 loss: 4.2119 2022/07/26 19:26:06 - mmengine - INFO - Epoch(train) [5][3340/3757] lr: 9.9878e-03 eta: 3 days, 0:24:17 time: 0.3919 data_time: 0.0150 memory: 17007 grad_norm: 3.6202 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.4874 loss: 4.4874 2022/07/26 19:26:14 - mmengine - INFO - Epoch(train) [5][3360/3757] lr: 9.9878e-03 eta: 3 days, 0:24:06 time: 0.3911 data_time: 0.0156 memory: 17007 grad_norm: 3.6028 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4284 loss: 4.4284 2022/07/26 19:26:22 - mmengine - INFO - Epoch(train) [5][3380/3757] lr: 9.9878e-03 eta: 3 days, 0:24:06 time: 0.4083 data_time: 0.0157 memory: 17007 grad_norm: 3.6260 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4101 loss: 4.4101 2022/07/26 19:26:30 - mmengine - INFO - Epoch(train) [5][3400/3757] lr: 9.9878e-03 eta: 3 days, 0:23:57 time: 0.3942 data_time: 0.0170 memory: 17007 grad_norm: 3.6231 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3095 loss: 4.3095 2022/07/26 19:26:38 - mmengine - INFO - Epoch(train) [5][3420/3757] lr: 9.9878e-03 eta: 3 days, 0:23:48 time: 0.3955 data_time: 0.0160 memory: 17007 grad_norm: 3.8020 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 4.4351 loss: 4.4351 2022/07/26 19:26:46 - mmengine - INFO - Epoch(train) [5][3440/3757] lr: 9.9878e-03 eta: 3 days, 0:23:38 time: 0.3931 data_time: 0.0163 memory: 17007 grad_norm: 3.7990 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 4.5665 loss: 4.5665 2022/07/26 19:26:54 - mmengine - INFO - Epoch(train) [5][3460/3757] lr: 9.9878e-03 eta: 3 days, 0:23:27 time: 0.3910 data_time: 0.0146 memory: 17007 grad_norm: 3.7942 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.3978 loss: 4.3978 2022/07/26 19:27:02 - mmengine - INFO - Epoch(train) [5][3480/3757] lr: 9.9878e-03 eta: 3 days, 0:23:27 time: 0.4084 data_time: 0.0165 memory: 17007 grad_norm: 3.7352 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.4201 loss: 4.4201 2022/07/26 19:27:10 - mmengine - INFO - Epoch(train) [5][3500/3757] lr: 9.9878e-03 eta: 3 days, 0:23:17 time: 0.3933 data_time: 0.0175 memory: 17007 grad_norm: 3.6143 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.3539 loss: 4.3539 2022/07/26 19:27:18 - mmengine - INFO - Epoch(train) [5][3520/3757] lr: 9.9878e-03 eta: 3 days, 0:23:17 time: 0.4071 data_time: 0.0166 memory: 17007 grad_norm: 3.6834 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.1292 loss: 4.1292 2022/07/26 19:27:26 - mmengine - INFO - Epoch(train) [5][3540/3757] lr: 9.9878e-03 eta: 3 days, 0:23:07 time: 0.3925 data_time: 0.0156 memory: 17007 grad_norm: 3.7130 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.4330 loss: 4.4330 2022/07/26 19:27:34 - mmengine - INFO - Epoch(train) [5][3560/3757] lr: 9.9878e-03 eta: 3 days, 0:22:56 time: 0.3917 data_time: 0.0156 memory: 17007 grad_norm: 3.7523 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.1445 loss: 4.1445 2022/07/26 19:27:42 - mmengine - INFO - Epoch(train) [5][3580/3757] lr: 9.9878e-03 eta: 3 days, 0:22:44 time: 0.3917 data_time: 0.0156 memory: 17007 grad_norm: 3.7073 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 4.1563 loss: 4.1563 2022/07/26 19:27:49 - mmengine - INFO - Epoch(train) [5][3600/3757] lr: 9.9878e-03 eta: 3 days, 0:22:34 time: 0.3925 data_time: 0.0158 memory: 17007 grad_norm: 3.7180 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3580 loss: 4.3580 2022/07/26 19:27:57 - mmengine - INFO - Epoch(train) [5][3620/3757] lr: 9.9878e-03 eta: 3 days, 0:22:22 time: 0.3906 data_time: 0.0147 memory: 17007 grad_norm: 3.7456 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.1878 loss: 4.1878 2022/07/26 19:28:05 - mmengine - INFO - Epoch(train) [5][3640/3757] lr: 9.9878e-03 eta: 3 days, 0:22:09 time: 0.3892 data_time: 0.0161 memory: 17007 grad_norm: 3.8517 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3783 loss: 4.3783 2022/07/26 19:28:13 - mmengine - INFO - Epoch(train) [5][3660/3757] lr: 9.9878e-03 eta: 3 days, 0:21:58 time: 0.3910 data_time: 0.0156 memory: 17007 grad_norm: 3.6217 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.4241 loss: 4.4241 2022/07/26 19:28:21 - mmengine - INFO - Epoch(train) [5][3680/3757] lr: 9.9878e-03 eta: 3 days, 0:21:54 time: 0.4018 data_time: 0.0169 memory: 17007 grad_norm: 3.6254 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3548 loss: 4.3548 2022/07/26 19:28:29 - mmengine - INFO - Epoch(train) [5][3700/3757] lr: 9.9878e-03 eta: 3 days, 0:21:42 time: 0.3913 data_time: 0.0165 memory: 17007 grad_norm: 3.6527 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2709 loss: 4.2709 2022/07/26 19:28:37 - mmengine - INFO - Epoch(train) [5][3720/3757] lr: 9.9878e-03 eta: 3 days, 0:21:42 time: 0.4075 data_time: 0.0152 memory: 17007 grad_norm: 3.5660 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 4.4484 loss: 4.4484 2022/07/26 19:28:45 - mmengine - INFO - Epoch(train) [5][3740/3757] lr: 9.9878e-03 eta: 3 days, 0:21:29 time: 0.3890 data_time: 0.0151 memory: 17007 grad_norm: 3.6420 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.1419 loss: 4.1419 2022/07/26 19:28:51 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 19:28:51 - mmengine - INFO - Epoch(train) [5][3757/3757] lr: 9.9878e-03 eta: 3 days, 0:21:29 time: 0.3887 data_time: 0.0168 memory: 17007 grad_norm: 3.7638 top1_acc: 0.1429 top5_acc: 0.4286 loss_cls: 4.3956 loss: 4.3956 2022/07/26 19:28:51 - mmengine - INFO - Saving checkpoint at 5 epochs 2022/07/26 19:29:02 - mmengine - INFO - Epoch(train) [6][20/3757] lr: 9.9810e-03 eta: 3 days, 0:17:52 time: 0.4438 data_time: 0.0668 memory: 17007 grad_norm: 3.6562 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 4.2820 loss: 4.2820 2022/07/26 19:29:10 - mmengine - INFO - Epoch(train) [6][40/3757] lr: 9.9810e-03 eta: 3 days, 0:17:44 time: 0.3949 data_time: 0.0155 memory: 17007 grad_norm: 3.6857 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.2906 loss: 4.2906 2022/07/26 19:29:18 - mmengine - INFO - Epoch(train) [6][60/3757] lr: 9.9810e-03 eta: 3 days, 0:17:38 time: 0.3982 data_time: 0.0145 memory: 17007 grad_norm: 3.6218 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2637 loss: 4.2637 2022/07/26 19:29:26 - mmengine - INFO - Epoch(train) [6][80/3757] lr: 9.9810e-03 eta: 3 days, 0:17:26 time: 0.3912 data_time: 0.0148 memory: 17007 grad_norm: 3.7549 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.2804 loss: 4.2804 2022/07/26 19:29:34 - mmengine - INFO - Epoch(train) [6][100/3757] lr: 9.9810e-03 eta: 3 days, 0:17:14 time: 0.3899 data_time: 0.0139 memory: 17007 grad_norm: 3.6735 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.1712 loss: 4.1712 2022/07/26 19:29:42 - mmengine - INFO - Epoch(train) [6][120/3757] lr: 9.9810e-03 eta: 3 days, 0:17:03 time: 0.3904 data_time: 0.0147 memory: 17007 grad_norm: 3.6970 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.3926 loss: 4.3926 2022/07/26 19:29:50 - mmengine - INFO - Epoch(train) [6][140/3757] lr: 9.9810e-03 eta: 3 days, 0:16:54 time: 0.3943 data_time: 0.0157 memory: 17007 grad_norm: 3.6897 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4338 loss: 4.4338 2022/07/26 19:29:57 - mmengine - INFO - Epoch(train) [6][160/3757] lr: 9.9810e-03 eta: 3 days, 0:16:45 time: 0.3954 data_time: 0.0165 memory: 17007 grad_norm: 3.6797 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 4.1457 loss: 4.1457 2022/07/26 19:30:05 - mmengine - INFO - Epoch(train) [6][180/3757] lr: 9.9810e-03 eta: 3 days, 0:16:33 time: 0.3898 data_time: 0.0152 memory: 17007 grad_norm: 3.6174 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 4.2314 loss: 4.2314 2022/07/26 19:30:13 - mmengine - INFO - Epoch(train) [6][200/3757] lr: 9.9810e-03 eta: 3 days, 0:16:22 time: 0.3916 data_time: 0.0149 memory: 17007 grad_norm: 3.8123 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.9932 loss: 3.9932 2022/07/26 19:30:19 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 19:30:21 - mmengine - INFO - Epoch(train) [6][220/3757] lr: 9.9810e-03 eta: 3 days, 0:16:10 time: 0.3901 data_time: 0.0144 memory: 17007 grad_norm: 3.6226 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.3850 loss: 4.3850 2022/07/26 19:30:29 - mmengine - INFO - Epoch(train) [6][240/3757] lr: 9.9810e-03 eta: 3 days, 0:16:05 time: 0.3996 data_time: 0.0166 memory: 17007 grad_norm: 3.6971 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.3338 loss: 4.3338 2022/07/26 19:30:37 - mmengine - INFO - Epoch(train) [6][260/3757] lr: 9.9810e-03 eta: 3 days, 0:15:55 time: 0.3932 data_time: 0.0150 memory: 17007 grad_norm: 3.7759 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2542 loss: 4.2542 2022/07/26 19:30:45 - mmengine - INFO - Epoch(train) [6][280/3757] lr: 9.9810e-03 eta: 3 days, 0:15:44 time: 0.3904 data_time: 0.0150 memory: 17007 grad_norm: 3.7324 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4289 loss: 4.4289 2022/07/26 19:30:52 - mmengine - INFO - Epoch(train) [6][300/3757] lr: 9.9810e-03 eta: 3 days, 0:15:33 time: 0.3917 data_time: 0.0159 memory: 17007 grad_norm: 3.6991 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.0735 loss: 4.0735 2022/07/26 19:31:00 - mmengine - INFO - Epoch(train) [6][320/3757] lr: 9.9810e-03 eta: 3 days, 0:15:25 time: 0.3955 data_time: 0.0158 memory: 17007 grad_norm: 3.8730 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.3127 loss: 4.3127 2022/07/26 19:31:08 - mmengine - INFO - Epoch(train) [6][340/3757] lr: 9.9810e-03 eta: 3 days, 0:15:14 time: 0.3912 data_time: 0.0159 memory: 17007 grad_norm: 3.7782 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.5907 loss: 4.5907 2022/07/26 19:31:16 - mmengine - INFO - Epoch(train) [6][360/3757] lr: 9.9810e-03 eta: 3 days, 0:15:02 time: 0.3910 data_time: 0.0152 memory: 17007 grad_norm: 3.6900 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0616 loss: 4.0616 2022/07/26 19:31:24 - mmengine - INFO - Epoch(train) [6][380/3757] lr: 9.9810e-03 eta: 3 days, 0:14:55 time: 0.3974 data_time: 0.0149 memory: 17007 grad_norm: 3.6272 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.2039 loss: 4.2039 2022/07/26 19:31:32 - mmengine - INFO - Epoch(train) [6][400/3757] lr: 9.9810e-03 eta: 3 days, 0:14:45 time: 0.3925 data_time: 0.0158 memory: 17007 grad_norm: 3.6640 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4221 loss: 4.4221 2022/07/26 19:31:40 - mmengine - INFO - Epoch(train) [6][420/3757] lr: 9.9810e-03 eta: 3 days, 0:14:33 time: 0.3898 data_time: 0.0149 memory: 17007 grad_norm: 3.7535 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.2462 loss: 4.2462 2022/07/26 19:31:47 - mmengine - INFO - Epoch(train) [6][440/3757] lr: 9.9810e-03 eta: 3 days, 0:14:25 time: 0.3958 data_time: 0.0167 memory: 17007 grad_norm: 3.7118 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1825 loss: 4.1825 2022/07/26 19:31:55 - mmengine - INFO - Epoch(train) [6][460/3757] lr: 9.9810e-03 eta: 3 days, 0:14:14 time: 0.3906 data_time: 0.0152 memory: 17007 grad_norm: 3.6842 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.1196 loss: 4.1196 2022/07/26 19:32:03 - mmengine - INFO - Epoch(train) [6][480/3757] lr: 9.9810e-03 eta: 3 days, 0:14:02 time: 0.3899 data_time: 0.0148 memory: 17007 grad_norm: 3.7518 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4891 loss: 4.4891 2022/07/26 19:32:11 - mmengine - INFO - Epoch(train) [6][500/3757] lr: 9.9810e-03 eta: 3 days, 0:13:52 time: 0.3929 data_time: 0.0150 memory: 17007 grad_norm: 3.7416 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3548 loss: 4.3548 2022/07/26 19:32:19 - mmengine - INFO - Epoch(train) [6][520/3757] lr: 9.9810e-03 eta: 3 days, 0:13:41 time: 0.3913 data_time: 0.0160 memory: 17007 grad_norm: 3.6841 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.4007 loss: 4.4007 2022/07/26 19:32:27 - mmengine - INFO - Epoch(train) [6][540/3757] lr: 9.9810e-03 eta: 3 days, 0:13:35 time: 0.3993 data_time: 0.0147 memory: 17007 grad_norm: 3.7864 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.3751 loss: 4.3751 2022/07/26 19:32:35 - mmengine - INFO - Epoch(train) [6][560/3757] lr: 9.9810e-03 eta: 3 days, 0:13:25 time: 0.3916 data_time: 0.0164 memory: 17007 grad_norm: 3.7204 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.3559 loss: 4.3559 2022/07/26 19:32:42 - mmengine - INFO - Epoch(train) [6][580/3757] lr: 9.9810e-03 eta: 3 days, 0:13:13 time: 0.3909 data_time: 0.0147 memory: 17007 grad_norm: 3.6522 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.2796 loss: 4.2796 2022/07/26 19:32:50 - mmengine - INFO - Epoch(train) [6][600/3757] lr: 9.9810e-03 eta: 3 days, 0:13:04 time: 0.3939 data_time: 0.0156 memory: 17007 grad_norm: 3.6701 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.3196 loss: 4.3196 2022/07/26 19:32:58 - mmengine - INFO - Epoch(train) [6][620/3757] lr: 9.9810e-03 eta: 3 days, 0:12:53 time: 0.3915 data_time: 0.0159 memory: 17007 grad_norm: 3.6619 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.3610 loss: 4.3610 2022/07/26 19:33:06 - mmengine - INFO - Epoch(train) [6][640/3757] lr: 9.9810e-03 eta: 3 days, 0:12:42 time: 0.3910 data_time: 0.0163 memory: 17007 grad_norm: 3.8151 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3207 loss: 4.3207 2022/07/26 19:33:14 - mmengine - INFO - Epoch(train) [6][660/3757] lr: 9.9810e-03 eta: 3 days, 0:12:31 time: 0.3909 data_time: 0.0156 memory: 17007 grad_norm: 3.7541 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 4.3655 loss: 4.3655 2022/07/26 19:33:22 - mmengine - INFO - Epoch(train) [6][680/3757] lr: 9.9810e-03 eta: 3 days, 0:12:21 time: 0.3929 data_time: 0.0159 memory: 17007 grad_norm: 3.6759 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 4.0384 loss: 4.0384 2022/07/26 19:33:30 - mmengine - INFO - Epoch(train) [6][700/3757] lr: 9.9810e-03 eta: 3 days, 0:12:13 time: 0.3959 data_time: 0.0155 memory: 17007 grad_norm: 3.6703 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0810 loss: 4.0810 2022/07/26 19:33:37 - mmengine - INFO - Epoch(train) [6][720/3757] lr: 9.9810e-03 eta: 3 days, 0:12:02 time: 0.3913 data_time: 0.0159 memory: 17007 grad_norm: 3.6983 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.0557 loss: 4.0557 2022/07/26 19:33:45 - mmengine - INFO - Epoch(train) [6][740/3757] lr: 9.9810e-03 eta: 3 days, 0:11:50 time: 0.3896 data_time: 0.0146 memory: 17007 grad_norm: 3.6790 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.2429 loss: 4.2429 2022/07/26 19:33:53 - mmengine - INFO - Epoch(train) [6][760/3757] lr: 9.9810e-03 eta: 3 days, 0:11:40 time: 0.3927 data_time: 0.0169 memory: 17007 grad_norm: 3.6731 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2952 loss: 4.2952 2022/07/26 19:34:01 - mmengine - INFO - Epoch(train) [6][780/3757] lr: 9.9810e-03 eta: 3 days, 0:11:30 time: 0.3922 data_time: 0.0154 memory: 17007 grad_norm: 3.7029 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.1718 loss: 4.1718 2022/07/26 19:34:09 - mmengine - INFO - Epoch(train) [6][800/3757] lr: 9.9810e-03 eta: 3 days, 0:11:23 time: 0.3968 data_time: 0.0170 memory: 17007 grad_norm: 3.6589 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.0471 loss: 4.0471 2022/07/26 19:34:17 - mmengine - INFO - Epoch(train) [6][820/3757] lr: 9.9810e-03 eta: 3 days, 0:11:11 time: 0.3901 data_time: 0.0154 memory: 17007 grad_norm: 3.7187 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.2881 loss: 4.2881 2022/07/26 19:34:24 - mmengine - INFO - Epoch(train) [6][840/3757] lr: 9.9810e-03 eta: 3 days, 0:11:00 time: 0.3914 data_time: 0.0160 memory: 17007 grad_norm: 3.8007 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2842 loss: 4.2842 2022/07/26 19:34:32 - mmengine - INFO - Epoch(train) [6][860/3757] lr: 9.9810e-03 eta: 3 days, 0:10:55 time: 0.3992 data_time: 0.0156 memory: 17007 grad_norm: 3.7335 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 4.3695 loss: 4.3695 2022/07/26 19:34:40 - mmengine - INFO - Epoch(train) [6][880/3757] lr: 9.9810e-03 eta: 3 days, 0:10:44 time: 0.3920 data_time: 0.0160 memory: 17007 grad_norm: 3.7370 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.2232 loss: 4.2232 2022/07/26 19:34:48 - mmengine - INFO - Epoch(train) [6][900/3757] lr: 9.9810e-03 eta: 3 days, 0:10:33 time: 0.3907 data_time: 0.0167 memory: 17007 grad_norm: 3.7975 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.3576 loss: 4.3576 2022/07/26 19:34:56 - mmengine - INFO - Epoch(train) [6][920/3757] lr: 9.9810e-03 eta: 3 days, 0:10:21 time: 0.3902 data_time: 0.0153 memory: 17007 grad_norm: 3.8275 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.3834 loss: 4.3834 2022/07/26 19:35:04 - mmengine - INFO - Epoch(train) [6][940/3757] lr: 9.9810e-03 eta: 3 days, 0:10:12 time: 0.3935 data_time: 0.0139 memory: 17007 grad_norm: 3.7682 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.3319 loss: 4.3319 2022/07/26 19:35:12 - mmengine - INFO - Epoch(train) [6][960/3757] lr: 9.9810e-03 eta: 3 days, 0:10:06 time: 0.3979 data_time: 0.0165 memory: 17007 grad_norm: 3.7256 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.2015 loss: 4.2015 2022/07/26 19:35:20 - mmengine - INFO - Epoch(train) [6][980/3757] lr: 9.9810e-03 eta: 3 days, 0:09:55 time: 0.3912 data_time: 0.0154 memory: 17007 grad_norm: 3.7678 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.2535 loss: 4.2535 2022/07/26 19:35:27 - mmengine - INFO - Epoch(train) [6][1000/3757] lr: 9.9810e-03 eta: 3 days, 0:09:44 time: 0.3915 data_time: 0.0166 memory: 17007 grad_norm: 3.7744 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.1302 loss: 4.1302 2022/07/26 19:35:35 - mmengine - INFO - Epoch(train) [6][1020/3757] lr: 9.9810e-03 eta: 3 days, 0:09:32 time: 0.3896 data_time: 0.0153 memory: 17007 grad_norm: 3.7967 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 4.2273 loss: 4.2273 2022/07/26 19:35:43 - mmengine - INFO - Epoch(train) [6][1040/3757] lr: 9.9810e-03 eta: 3 days, 0:09:23 time: 0.3941 data_time: 0.0154 memory: 17007 grad_norm: 3.7454 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4353 loss: 4.4353 2022/07/26 19:35:51 - mmengine - INFO - Epoch(train) [6][1060/3757] lr: 9.9810e-03 eta: 3 days, 0:09:12 time: 0.3917 data_time: 0.0162 memory: 17007 grad_norm: 3.7683 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3246 loss: 4.3246 2022/07/26 19:35:59 - mmengine - INFO - Epoch(train) [6][1080/3757] lr: 9.9810e-03 eta: 3 days, 0:09:04 time: 0.3944 data_time: 0.0164 memory: 17007 grad_norm: 3.7703 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.0923 loss: 4.0923 2022/07/26 19:36:07 - mmengine - INFO - Epoch(train) [6][1100/3757] lr: 9.9810e-03 eta: 3 days, 0:08:52 time: 0.3898 data_time: 0.0137 memory: 17007 grad_norm: 3.6947 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1047 loss: 4.1047 2022/07/26 19:36:15 - mmengine - INFO - Epoch(train) [6][1120/3757] lr: 9.9810e-03 eta: 3 days, 0:08:50 time: 0.4051 data_time: 0.0178 memory: 17007 grad_norm: 3.6121 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2573 loss: 4.2573 2022/07/26 19:36:22 - mmengine - INFO - Epoch(train) [6][1140/3757] lr: 9.9810e-03 eta: 3 days, 0:08:40 time: 0.3917 data_time: 0.0152 memory: 17007 grad_norm: 3.7478 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.1908 loss: 4.1908 2022/07/26 19:36:30 - mmengine - INFO - Epoch(train) [6][1160/3757] lr: 9.9810e-03 eta: 3 days, 0:08:30 time: 0.3932 data_time: 0.0171 memory: 17007 grad_norm: 3.7572 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.4685 loss: 4.4685 2022/07/26 19:36:38 - mmengine - INFO - Epoch(train) [6][1180/3757] lr: 9.9810e-03 eta: 3 days, 0:08:18 time: 0.3902 data_time: 0.0142 memory: 17007 grad_norm: 3.7386 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.2431 loss: 4.2431 2022/07/26 19:36:46 - mmengine - INFO - Epoch(train) [6][1200/3757] lr: 9.9810e-03 eta: 3 days, 0:08:07 time: 0.3907 data_time: 0.0161 memory: 17007 grad_norm: 3.7767 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.3996 loss: 4.3996 2022/07/26 19:36:52 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 19:36:54 - mmengine - INFO - Epoch(train) [6][1220/3757] lr: 9.9810e-03 eta: 3 days, 0:07:57 time: 0.3927 data_time: 0.0141 memory: 17007 grad_norm: 3.7719 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3601 loss: 4.3601 2022/07/26 19:37:02 - mmengine - INFO - Epoch(train) [6][1240/3757] lr: 9.9810e-03 eta: 3 days, 0:07:49 time: 0.3947 data_time: 0.0177 memory: 17007 grad_norm: 3.6415 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.9572 loss: 3.9572 2022/07/26 19:37:10 - mmengine - INFO - Epoch(train) [6][1260/3757] lr: 9.9810e-03 eta: 3 days, 0:07:40 time: 0.3940 data_time: 0.0160 memory: 17007 grad_norm: 3.6800 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.0324 loss: 4.0324 2022/07/26 19:37:17 - mmengine - INFO - Epoch(train) [6][1280/3757] lr: 9.9810e-03 eta: 3 days, 0:07:31 time: 0.3937 data_time: 0.0166 memory: 17007 grad_norm: 3.7359 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.1267 loss: 4.1267 2022/07/26 19:37:25 - mmengine - INFO - Epoch(train) [6][1300/3757] lr: 9.9810e-03 eta: 3 days, 0:07:19 time: 0.3905 data_time: 0.0159 memory: 17007 grad_norm: 3.7927 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.2518 loss: 4.2518 2022/07/26 19:37:33 - mmengine - INFO - Epoch(train) [6][1320/3757] lr: 9.9810e-03 eta: 3 days, 0:07:09 time: 0.3916 data_time: 0.0158 memory: 17007 grad_norm: 3.6520 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2743 loss: 4.2743 2022/07/26 19:37:41 - mmengine - INFO - Epoch(train) [6][1340/3757] lr: 9.9810e-03 eta: 3 days, 0:06:58 time: 0.3912 data_time: 0.0158 memory: 17007 grad_norm: 3.8425 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.2615 loss: 4.2615 2022/07/26 19:37:49 - mmengine - INFO - Epoch(train) [6][1360/3757] lr: 9.9810e-03 eta: 3 days, 0:06:48 time: 0.3920 data_time: 0.0156 memory: 17007 grad_norm: 3.7270 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.1957 loss: 4.1957 2022/07/26 19:37:57 - mmengine - INFO - Epoch(train) [6][1380/3757] lr: 9.9810e-03 eta: 3 days, 0:06:36 time: 0.3898 data_time: 0.0145 memory: 17007 grad_norm: 3.8105 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.2069 loss: 4.2069 2022/07/26 19:38:04 - mmengine - INFO - Epoch(train) [6][1400/3757] lr: 9.9810e-03 eta: 3 days, 0:06:26 time: 0.3928 data_time: 0.0157 memory: 17007 grad_norm: 3.7188 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1673 loss: 4.1673 2022/07/26 19:38:12 - mmengine - INFO - Epoch(train) [6][1420/3757] lr: 9.9810e-03 eta: 3 days, 0:06:23 time: 0.4031 data_time: 0.0154 memory: 17007 grad_norm: 3.7429 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.2574 loss: 4.2574 2022/07/26 19:38:20 - mmengine - INFO - Epoch(train) [6][1440/3757] lr: 9.9810e-03 eta: 3 days, 0:06:13 time: 0.3925 data_time: 0.0164 memory: 17007 grad_norm: 3.7029 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.3587 loss: 4.3587 2022/07/26 19:38:28 - mmengine - INFO - Epoch(train) [6][1460/3757] lr: 9.9810e-03 eta: 3 days, 0:06:13 time: 0.4077 data_time: 0.0156 memory: 17007 grad_norm: 3.7153 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.0084 loss: 4.0084 2022/07/26 19:38:36 - mmengine - INFO - Epoch(train) [6][1480/3757] lr: 9.9810e-03 eta: 3 days, 0:06:02 time: 0.3907 data_time: 0.0155 memory: 17007 grad_norm: 3.7232 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.2998 loss: 4.2998 2022/07/26 19:38:44 - mmengine - INFO - Epoch(train) [6][1500/3757] lr: 9.9810e-03 eta: 3 days, 0:05:52 time: 0.3922 data_time: 0.0151 memory: 17007 grad_norm: 3.7408 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.0578 loss: 4.0578 2022/07/26 19:38:52 - mmengine - INFO - Epoch(train) [6][1520/3757] lr: 9.9810e-03 eta: 3 days, 0:05:42 time: 0.3929 data_time: 0.0169 memory: 17007 grad_norm: 3.7841 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3574 loss: 4.3574 2022/07/26 19:39:00 - mmengine - INFO - Epoch(train) [6][1540/3757] lr: 9.9810e-03 eta: 3 days, 0:05:32 time: 0.3920 data_time: 0.0158 memory: 17007 grad_norm: 3.7835 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.4264 loss: 4.4264 2022/07/26 19:39:08 - mmengine - INFO - Epoch(train) [6][1560/3757] lr: 9.9810e-03 eta: 3 days, 0:05:22 time: 0.3932 data_time: 0.0159 memory: 17007 grad_norm: 3.6832 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.1222 loss: 4.1222 2022/07/26 19:39:15 - mmengine - INFO - Epoch(train) [6][1580/3757] lr: 9.9810e-03 eta: 3 days, 0:05:09 time: 0.3885 data_time: 0.0135 memory: 17007 grad_norm: 3.6980 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4672 loss: 4.4672 2022/07/26 19:39:23 - mmengine - INFO - Epoch(train) [6][1600/3757] lr: 9.9810e-03 eta: 3 days, 0:05:00 time: 0.3927 data_time: 0.0157 memory: 17007 grad_norm: 3.7037 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.0889 loss: 4.0889 2022/07/26 19:39:31 - mmengine - INFO - Epoch(train) [6][1620/3757] lr: 9.9810e-03 eta: 3 days, 0:04:48 time: 0.3903 data_time: 0.0151 memory: 17007 grad_norm: 3.6482 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.1515 loss: 4.1515 2022/07/26 19:39:39 - mmengine - INFO - Epoch(train) [6][1640/3757] lr: 9.9810e-03 eta: 3 days, 0:04:39 time: 0.3929 data_time: 0.0167 memory: 17007 grad_norm: 3.7837 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.9397 loss: 3.9397 2022/07/26 19:39:47 - mmengine - INFO - Epoch(train) [6][1660/3757] lr: 9.9810e-03 eta: 3 days, 0:04:27 time: 0.3897 data_time: 0.0143 memory: 17007 grad_norm: 3.7278 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9770 loss: 3.9770 2022/07/26 19:39:55 - mmengine - INFO - Epoch(train) [6][1680/3757] lr: 9.9810e-03 eta: 3 days, 0:04:16 time: 0.3915 data_time: 0.0154 memory: 17007 grad_norm: 3.7803 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 4.0500 loss: 4.0500 2022/07/26 19:40:02 - mmengine - INFO - Epoch(train) [6][1700/3757] lr: 9.9810e-03 eta: 3 days, 0:04:06 time: 0.3914 data_time: 0.0154 memory: 17007 grad_norm: 3.6841 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 4.1744 loss: 4.1744 2022/07/26 19:40:10 - mmengine - INFO - Epoch(train) [6][1720/3757] lr: 9.9810e-03 eta: 3 days, 0:03:55 time: 0.3920 data_time: 0.0169 memory: 17007 grad_norm: 3.7482 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3364 loss: 4.3364 2022/07/26 19:40:18 - mmengine - INFO - Epoch(train) [6][1740/3757] lr: 9.9810e-03 eta: 3 days, 0:03:47 time: 0.3951 data_time: 0.0160 memory: 17007 grad_norm: 3.7356 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.3905 loss: 4.3905 2022/07/26 19:40:26 - mmengine - INFO - Epoch(train) [6][1760/3757] lr: 9.9810e-03 eta: 3 days, 0:03:36 time: 0.3910 data_time: 0.0164 memory: 17007 grad_norm: 3.6691 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.4558 loss: 4.4558 2022/07/26 19:40:34 - mmengine - INFO - Epoch(train) [6][1780/3757] lr: 9.9810e-03 eta: 3 days, 0:03:26 time: 0.3916 data_time: 0.0144 memory: 17007 grad_norm: 3.6375 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.3308 loss: 4.3308 2022/07/26 19:40:42 - mmengine - INFO - Epoch(train) [6][1800/3757] lr: 9.9810e-03 eta: 3 days, 0:03:22 time: 0.4020 data_time: 0.0166 memory: 17007 grad_norm: 3.7553 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2300 loss: 4.2300 2022/07/26 19:40:50 - mmengine - INFO - Epoch(train) [6][1820/3757] lr: 9.9810e-03 eta: 3 days, 0:03:15 time: 0.3969 data_time: 0.0157 memory: 17007 grad_norm: 3.7184 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1823 loss: 4.1823 2022/07/26 19:40:58 - mmengine - INFO - Epoch(train) [6][1840/3757] lr: 9.9810e-03 eta: 3 days, 0:03:08 time: 0.3973 data_time: 0.0157 memory: 17007 grad_norm: 3.7459 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.4182 loss: 4.4182 2022/07/26 19:41:06 - mmengine - INFO - Epoch(train) [6][1860/3757] lr: 9.9810e-03 eta: 3 days, 0:02:57 time: 0.3907 data_time: 0.0151 memory: 17007 grad_norm: 3.7041 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.0354 loss: 4.0354 2022/07/26 19:41:13 - mmengine - INFO - Epoch(train) [6][1880/3757] lr: 9.9810e-03 eta: 3 days, 0:02:47 time: 0.3925 data_time: 0.0153 memory: 17007 grad_norm: 3.8046 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.5200 loss: 4.5200 2022/07/26 19:41:21 - mmengine - INFO - Epoch(train) [6][1900/3757] lr: 9.9810e-03 eta: 3 days, 0:02:37 time: 0.3921 data_time: 0.0158 memory: 17007 grad_norm: 3.7927 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.3286 loss: 4.3286 2022/07/26 19:41:29 - mmengine - INFO - Epoch(train) [6][1920/3757] lr: 9.9810e-03 eta: 3 days, 0:02:27 time: 0.3928 data_time: 0.0164 memory: 17007 grad_norm: 3.8531 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9067 loss: 3.9067 2022/07/26 19:41:37 - mmengine - INFO - Epoch(train) [6][1940/3757] lr: 9.9810e-03 eta: 3 days, 0:02:16 time: 0.3900 data_time: 0.0151 memory: 17007 grad_norm: 3.6909 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.1522 loss: 4.1522 2022/07/26 19:41:45 - mmengine - INFO - Epoch(train) [6][1960/3757] lr: 9.9810e-03 eta: 3 days, 0:02:05 time: 0.3908 data_time: 0.0156 memory: 17007 grad_norm: 3.6811 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.1958 loss: 4.1958 2022/07/26 19:41:53 - mmengine - INFO - Epoch(train) [6][1980/3757] lr: 9.9810e-03 eta: 3 days, 0:02:02 time: 0.4030 data_time: 0.0159 memory: 17007 grad_norm: 3.7437 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.0387 loss: 4.0387 2022/07/26 19:42:01 - mmengine - INFO - Epoch(train) [6][2000/3757] lr: 9.9810e-03 eta: 3 days, 0:01:52 time: 0.3936 data_time: 0.0157 memory: 17007 grad_norm: 3.8779 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.4125 loss: 4.4125 2022/07/26 19:42:09 - mmengine - INFO - Epoch(train) [6][2020/3757] lr: 9.9810e-03 eta: 3 days, 0:01:41 time: 0.3908 data_time: 0.0146 memory: 17007 grad_norm: 3.7668 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.3144 loss: 4.3144 2022/07/26 19:42:16 - mmengine - INFO - Epoch(train) [6][2040/3757] lr: 9.9810e-03 eta: 3 days, 0:01:31 time: 0.3915 data_time: 0.0165 memory: 17007 grad_norm: 3.7953 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.3605 loss: 4.3605 2022/07/26 19:42:24 - mmengine - INFO - Epoch(train) [6][2060/3757] lr: 9.9810e-03 eta: 3 days, 0:01:21 time: 0.3926 data_time: 0.0149 memory: 17007 grad_norm: 3.8471 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.2935 loss: 4.2935 2022/07/26 19:42:32 - mmengine - INFO - Epoch(train) [6][2080/3757] lr: 9.9810e-03 eta: 3 days, 0:01:13 time: 0.3950 data_time: 0.0171 memory: 17007 grad_norm: 3.7397 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.1137 loss: 4.1137 2022/07/26 19:42:40 - mmengine - INFO - Epoch(train) [6][2100/3757] lr: 9.9810e-03 eta: 3 days, 0:01:04 time: 0.3937 data_time: 0.0159 memory: 17007 grad_norm: 3.7542 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 4.1396 loss: 4.1396 2022/07/26 19:42:48 - mmengine - INFO - Epoch(train) [6][2120/3757] lr: 9.9810e-03 eta: 3 days, 0:00:54 time: 0.3925 data_time: 0.0160 memory: 17007 grad_norm: 3.7990 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.2501 loss: 4.2501 2022/07/26 19:42:56 - mmengine - INFO - Epoch(train) [6][2140/3757] lr: 9.9810e-03 eta: 3 days, 0:00:44 time: 0.3916 data_time: 0.0146 memory: 17007 grad_norm: 3.7311 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.3273 loss: 4.3273 2022/07/26 19:43:04 - mmengine - INFO - Epoch(train) [6][2160/3757] lr: 9.9810e-03 eta: 3 days, 0:00:36 time: 0.3955 data_time: 0.0160 memory: 17007 grad_norm: 3.7667 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.9893 loss: 3.9893 2022/07/26 19:43:11 - mmengine - INFO - Epoch(train) [6][2180/3757] lr: 9.9810e-03 eta: 3 days, 0:00:25 time: 0.3919 data_time: 0.0160 memory: 17007 grad_norm: 3.8728 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2059 loss: 4.2059 2022/07/26 19:43:19 - mmengine - INFO - Epoch(train) [6][2200/3757] lr: 9.9810e-03 eta: 3 days, 0:00:16 time: 0.3935 data_time: 0.0162 memory: 17007 grad_norm: 3.6984 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2747 loss: 4.2747 2022/07/26 19:43:25 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 19:43:27 - mmengine - INFO - Epoch(train) [6][2220/3757] lr: 9.9810e-03 eta: 3 days, 0:00:04 time: 0.3896 data_time: 0.0138 memory: 17007 grad_norm: 3.7852 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.1025 loss: 4.1025 2022/07/26 19:43:35 - mmengine - INFO - Epoch(train) [6][2240/3757] lr: 9.9810e-03 eta: 2 days, 23:59:54 time: 0.3919 data_time: 0.0163 memory: 17007 grad_norm: 3.8587 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 4.0605 loss: 4.0605 2022/07/26 19:43:43 - mmengine - INFO - Epoch(train) [6][2260/3757] lr: 9.9810e-03 eta: 2 days, 23:59:45 time: 0.3940 data_time: 0.0148 memory: 17007 grad_norm: 3.8272 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0603 loss: 4.0603 2022/07/26 19:43:51 - mmengine - INFO - Epoch(train) [6][2280/3757] lr: 9.9810e-03 eta: 2 days, 23:59:36 time: 0.3930 data_time: 0.0166 memory: 17007 grad_norm: 3.8027 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.3180 loss: 4.3180 2022/07/26 19:43:59 - mmengine - INFO - Epoch(train) [6][2300/3757] lr: 9.9810e-03 eta: 2 days, 23:59:31 time: 0.4000 data_time: 0.0152 memory: 17007 grad_norm: 3.7584 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.1355 loss: 4.1355 2022/07/26 19:44:06 - mmengine - INFO - Epoch(train) [6][2320/3757] lr: 9.9810e-03 eta: 2 days, 23:59:20 time: 0.3910 data_time: 0.0155 memory: 17007 grad_norm: 3.8210 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.2011 loss: 4.2011 2022/07/26 19:44:14 - mmengine - INFO - Epoch(train) [6][2340/3757] lr: 9.9810e-03 eta: 2 days, 23:59:09 time: 0.3910 data_time: 0.0158 memory: 17007 grad_norm: 3.8001 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.9691 loss: 3.9691 2022/07/26 19:44:22 - mmengine - INFO - Epoch(train) [6][2360/3757] lr: 9.9810e-03 eta: 2 days, 23:58:59 time: 0.3926 data_time: 0.0157 memory: 17007 grad_norm: 3.7409 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.2722 loss: 4.2722 2022/07/26 19:44:30 - mmengine - INFO - Epoch(train) [6][2380/3757] lr: 9.9810e-03 eta: 2 days, 23:58:49 time: 0.3922 data_time: 0.0153 memory: 17007 grad_norm: 3.6818 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.1987 loss: 4.1987 2022/07/26 19:44:38 - mmengine - INFO - Epoch(train) [6][2400/3757] lr: 9.9810e-03 eta: 2 days, 23:58:39 time: 0.3909 data_time: 0.0156 memory: 17007 grad_norm: 3.6429 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2658 loss: 4.2658 2022/07/26 19:44:46 - mmengine - INFO - Epoch(train) [6][2420/3757] lr: 9.9810e-03 eta: 2 days, 23:58:27 time: 0.3900 data_time: 0.0150 memory: 17007 grad_norm: 3.6956 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.3879 loss: 4.3879 2022/07/26 19:44:53 - mmengine - INFO - Epoch(train) [6][2440/3757] lr: 9.9810e-03 eta: 2 days, 23:58:18 time: 0.3931 data_time: 0.0160 memory: 17007 grad_norm: 3.8437 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2686 loss: 4.2686 2022/07/26 19:45:01 - mmengine - INFO - Epoch(train) [6][2460/3757] lr: 9.9810e-03 eta: 2 days, 23:58:10 time: 0.3954 data_time: 0.0145 memory: 17007 grad_norm: 3.6718 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.3658 loss: 4.3658 2022/07/26 19:45:09 - mmengine - INFO - Epoch(train) [6][2480/3757] lr: 9.9810e-03 eta: 2 days, 23:58:00 time: 0.3928 data_time: 0.0166 memory: 17007 grad_norm: 3.7521 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1588 loss: 4.1588 2022/07/26 19:45:17 - mmengine - INFO - Epoch(train) [6][2500/3757] lr: 9.9810e-03 eta: 2 days, 23:57:49 time: 0.3896 data_time: 0.0143 memory: 17007 grad_norm: 3.8568 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 4.3197 loss: 4.3197 2022/07/26 19:45:25 - mmengine - INFO - Epoch(train) [6][2520/3757] lr: 9.9810e-03 eta: 2 days, 23:57:41 time: 0.3965 data_time: 0.0153 memory: 17007 grad_norm: 3.7391 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.9329 loss: 3.9329 2022/07/26 19:45:33 - mmengine - INFO - Epoch(train) [6][2540/3757] lr: 9.9810e-03 eta: 2 days, 23:57:32 time: 0.3939 data_time: 0.0160 memory: 17007 grad_norm: 3.7836 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.0859 loss: 4.0859 2022/07/26 19:45:41 - mmengine - INFO - Epoch(train) [6][2560/3757] lr: 9.9810e-03 eta: 2 days, 23:57:23 time: 0.3923 data_time: 0.0156 memory: 17007 grad_norm: 3.8664 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.2865 loss: 4.2865 2022/07/26 19:45:49 - mmengine - INFO - Epoch(train) [6][2580/3757] lr: 9.9810e-03 eta: 2 days, 23:57:13 time: 0.3933 data_time: 0.0156 memory: 17007 grad_norm: 3.8834 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.0850 loss: 4.0850 2022/07/26 19:45:56 - mmengine - INFO - Epoch(train) [6][2600/3757] lr: 9.9810e-03 eta: 2 days, 23:57:03 time: 0.3917 data_time: 0.0164 memory: 17007 grad_norm: 3.7797 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.3935 loss: 4.3935 2022/07/26 19:46:04 - mmengine - INFO - Epoch(train) [6][2620/3757] lr: 9.9810e-03 eta: 2 days, 23:56:52 time: 0.3906 data_time: 0.0151 memory: 17007 grad_norm: 3.7517 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1929 loss: 4.1929 2022/07/26 19:46:12 - mmengine - INFO - Epoch(train) [6][2640/3757] lr: 9.9810e-03 eta: 2 days, 23:56:42 time: 0.3917 data_time: 0.0161 memory: 17007 grad_norm: 3.8538 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.1231 loss: 4.1231 2022/07/26 19:46:20 - mmengine - INFO - Epoch(train) [6][2660/3757] lr: 9.9810e-03 eta: 2 days, 23:56:32 time: 0.3931 data_time: 0.0152 memory: 17007 grad_norm: 3.7673 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.1907 loss: 4.1907 2022/07/26 19:46:28 - mmengine - INFO - Epoch(train) [6][2680/3757] lr: 9.9810e-03 eta: 2 days, 23:56:22 time: 0.3914 data_time: 0.0154 memory: 17007 grad_norm: 3.8046 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.3017 loss: 4.3017 2022/07/26 19:46:36 - mmengine - INFO - Epoch(train) [6][2700/3757] lr: 9.9810e-03 eta: 2 days, 23:56:11 time: 0.3902 data_time: 0.0135 memory: 17007 grad_norm: 3.8000 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3076 loss: 4.3076 2022/07/26 19:46:43 - mmengine - INFO - Epoch(train) [6][2720/3757] lr: 9.9810e-03 eta: 2 days, 23:56:00 time: 0.3912 data_time: 0.0149 memory: 17007 grad_norm: 3.7071 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2727 loss: 4.2727 2022/07/26 19:46:51 - mmengine - INFO - Epoch(train) [6][2740/3757] lr: 9.9810e-03 eta: 2 days, 23:55:49 time: 0.3908 data_time: 0.0153 memory: 17007 grad_norm: 3.7714 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0713 loss: 4.0713 2022/07/26 19:46:59 - mmengine - INFO - Epoch(train) [6][2760/3757] lr: 9.9810e-03 eta: 2 days, 23:55:42 time: 0.3963 data_time: 0.0160 memory: 17007 grad_norm: 3.8160 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.3371 loss: 4.3371 2022/07/26 19:47:07 - mmengine - INFO - Epoch(train) [6][2780/3757] lr: 9.9810e-03 eta: 2 days, 23:55:31 time: 0.3906 data_time: 0.0150 memory: 17007 grad_norm: 3.7022 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.1671 loss: 4.1671 2022/07/26 19:47:15 - mmengine - INFO - Epoch(train) [6][2800/3757] lr: 9.9810e-03 eta: 2 days, 23:55:21 time: 0.3916 data_time: 0.0169 memory: 17007 grad_norm: 3.7945 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.2581 loss: 4.2581 2022/07/26 19:47:23 - mmengine - INFO - Epoch(train) [6][2820/3757] lr: 9.9810e-03 eta: 2 days, 23:55:17 time: 0.4027 data_time: 0.0145 memory: 17007 grad_norm: 3.8391 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4523 loss: 4.4523 2022/07/26 19:47:31 - mmengine - INFO - Epoch(train) [6][2840/3757] lr: 9.9810e-03 eta: 2 days, 23:55:08 time: 0.3930 data_time: 0.0173 memory: 17007 grad_norm: 3.8389 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3491 loss: 4.3491 2022/07/26 19:47:39 - mmengine - INFO - Epoch(train) [6][2860/3757] lr: 9.9810e-03 eta: 2 days, 23:55:08 time: 0.4088 data_time: 0.0148 memory: 17007 grad_norm: 3.7611 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.8942 loss: 3.8942 2022/07/26 19:47:47 - mmengine - INFO - Epoch(train) [6][2880/3757] lr: 9.9810e-03 eta: 2 days, 23:54:57 time: 0.3903 data_time: 0.0152 memory: 17007 grad_norm: 3.8060 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.1782 loss: 4.1782 2022/07/26 19:47:54 - mmengine - INFO - Epoch(train) [6][2900/3757] lr: 9.9810e-03 eta: 2 days, 23:54:47 time: 0.3919 data_time: 0.0162 memory: 17007 grad_norm: 3.8000 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.2917 loss: 4.2917 2022/07/26 19:48:02 - mmengine - INFO - Epoch(train) [6][2920/3757] lr: 9.9810e-03 eta: 2 days, 23:54:36 time: 0.3910 data_time: 0.0152 memory: 17007 grad_norm: 3.8300 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.9950 loss: 3.9950 2022/07/26 19:48:10 - mmengine - INFO - Epoch(train) [6][2940/3757] lr: 9.9810e-03 eta: 2 days, 23:54:26 time: 0.3922 data_time: 0.0168 memory: 17007 grad_norm: 3.7544 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1288 loss: 4.1288 2022/07/26 19:48:18 - mmengine - INFO - Epoch(train) [6][2960/3757] lr: 9.9810e-03 eta: 2 days, 23:54:19 time: 0.3963 data_time: 0.0167 memory: 17007 grad_norm: 3.7954 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.1714 loss: 4.1714 2022/07/26 19:48:26 - mmengine - INFO - Epoch(train) [6][2980/3757] lr: 9.9810e-03 eta: 2 days, 23:54:13 time: 0.3992 data_time: 0.0143 memory: 17007 grad_norm: 3.8925 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.2180 loss: 4.2180 2022/07/26 19:48:34 - mmengine - INFO - Epoch(train) [6][3000/3757] lr: 9.9810e-03 eta: 2 days, 23:54:03 time: 0.3917 data_time: 0.0168 memory: 17007 grad_norm: 3.8938 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.4661 loss: 4.4661 2022/07/26 19:48:42 - mmengine - INFO - Epoch(train) [6][3020/3757] lr: 9.9810e-03 eta: 2 days, 23:53:57 time: 0.3984 data_time: 0.0135 memory: 17007 grad_norm: 3.8853 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.1484 loss: 4.1484 2022/07/26 19:48:50 - mmengine - INFO - Epoch(train) [6][3040/3757] lr: 9.9810e-03 eta: 2 days, 23:53:47 time: 0.3913 data_time: 0.0171 memory: 17007 grad_norm: 3.7744 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 4.1299 loss: 4.1299 2022/07/26 19:48:58 - mmengine - INFO - Epoch(train) [6][3060/3757] lr: 9.9810e-03 eta: 2 days, 23:53:36 time: 0.3906 data_time: 0.0150 memory: 17007 grad_norm: 3.7637 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2151 loss: 4.2151 2022/07/26 19:49:05 - mmengine - INFO - Epoch(train) [6][3080/3757] lr: 9.9810e-03 eta: 2 days, 23:53:26 time: 0.3922 data_time: 0.0153 memory: 17007 grad_norm: 3.8407 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.1550 loss: 4.1550 2022/07/26 19:49:13 - mmengine - INFO - Epoch(train) [6][3100/3757] lr: 9.9810e-03 eta: 2 days, 23:53:16 time: 0.3918 data_time: 0.0161 memory: 17007 grad_norm: 3.7489 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.3379 loss: 4.3379 2022/07/26 19:49:21 - mmengine - INFO - Epoch(train) [6][3120/3757] lr: 9.9810e-03 eta: 2 days, 23:53:06 time: 0.3931 data_time: 0.0164 memory: 17007 grad_norm: 3.7625 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.1466 loss: 4.1466 2022/07/26 19:49:29 - mmengine - INFO - Epoch(train) [6][3140/3757] lr: 9.9810e-03 eta: 2 days, 23:52:57 time: 0.3931 data_time: 0.0163 memory: 17007 grad_norm: 3.7635 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9279 loss: 3.9279 2022/07/26 19:49:37 - mmengine - INFO - Epoch(train) [6][3160/3757] lr: 9.9810e-03 eta: 2 days, 23:52:47 time: 0.3914 data_time: 0.0163 memory: 17007 grad_norm: 3.8405 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 4.2354 loss: 4.2354 2022/07/26 19:49:45 - mmengine - INFO - Epoch(train) [6][3180/3757] lr: 9.9810e-03 eta: 2 days, 23:52:36 time: 0.3911 data_time: 0.0148 memory: 17007 grad_norm: 3.7621 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2197 loss: 4.2197 2022/07/26 19:49:52 - mmengine - INFO - Epoch(train) [6][3200/3757] lr: 9.9810e-03 eta: 2 days, 23:52:26 time: 0.3926 data_time: 0.0161 memory: 17007 grad_norm: 3.7907 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.9147 loss: 3.9147 2022/07/26 19:49:58 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 19:50:00 - mmengine - INFO - Epoch(train) [6][3220/3757] lr: 9.9810e-03 eta: 2 days, 23:52:18 time: 0.3937 data_time: 0.0146 memory: 17007 grad_norm: 3.8114 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0888 loss: 4.0888 2022/07/26 19:50:08 - mmengine - INFO - Epoch(train) [6][3240/3757] lr: 9.9810e-03 eta: 2 days, 23:52:07 time: 0.3915 data_time: 0.0161 memory: 17007 grad_norm: 3.9242 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.2590 loss: 4.2590 2022/07/26 19:50:16 - mmengine - INFO - Epoch(train) [6][3260/3757] lr: 9.9810e-03 eta: 2 days, 23:51:57 time: 0.3908 data_time: 0.0137 memory: 17007 grad_norm: 3.8308 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.4360 loss: 4.4360 2022/07/26 19:50:24 - mmengine - INFO - Epoch(train) [6][3280/3757] lr: 9.9810e-03 eta: 2 days, 23:51:48 time: 0.3946 data_time: 0.0156 memory: 17007 grad_norm: 3.6598 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0752 loss: 4.0752 2022/07/26 19:50:32 - mmengine - INFO - Epoch(train) [6][3300/3757] lr: 9.9810e-03 eta: 2 days, 23:51:38 time: 0.3914 data_time: 0.0159 memory: 17007 grad_norm: 3.7855 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.1210 loss: 4.1210 2022/07/26 19:50:40 - mmengine - INFO - Epoch(train) [6][3320/3757] lr: 9.9810e-03 eta: 2 days, 23:51:29 time: 0.3931 data_time: 0.0158 memory: 17007 grad_norm: 3.8747 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2168 loss: 4.2168 2022/07/26 19:50:47 - mmengine - INFO - Epoch(train) [6][3340/3757] lr: 9.9810e-03 eta: 2 days, 23:51:18 time: 0.3906 data_time: 0.0151 memory: 17007 grad_norm: 3.7474 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4518 loss: 4.4518 2022/07/26 19:50:55 - mmengine - INFO - Epoch(train) [6][3360/3757] lr: 9.9810e-03 eta: 2 days, 23:51:10 time: 0.3964 data_time: 0.0166 memory: 17007 grad_norm: 3.7118 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.9768 loss: 3.9768 2022/07/26 19:51:03 - mmengine - INFO - Epoch(train) [6][3380/3757] lr: 9.9810e-03 eta: 2 days, 23:51:00 time: 0.3917 data_time: 0.0150 memory: 17007 grad_norm: 3.8150 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.1671 loss: 4.1671 2022/07/26 19:51:11 - mmengine - INFO - Epoch(train) [6][3400/3757] lr: 9.9810e-03 eta: 2 days, 23:50:56 time: 0.4022 data_time: 0.0159 memory: 17007 grad_norm: 3.8260 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.2702 loss: 4.2702 2022/07/26 19:51:19 - mmengine - INFO - Epoch(train) [6][3420/3757] lr: 9.9810e-03 eta: 2 days, 23:50:46 time: 0.3909 data_time: 0.0140 memory: 17007 grad_norm: 3.8008 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.1953 loss: 4.1953 2022/07/26 19:51:27 - mmengine - INFO - Epoch(train) [6][3440/3757] lr: 9.9810e-03 eta: 2 days, 23:50:35 time: 0.3909 data_time: 0.0153 memory: 17007 grad_norm: 3.8691 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.2296 loss: 4.2296 2022/07/26 19:51:35 - mmengine - INFO - Epoch(train) [6][3460/3757] lr: 9.9810e-03 eta: 2 days, 23:50:25 time: 0.3916 data_time: 0.0159 memory: 17007 grad_norm: 3.8135 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.1316 loss: 4.1316 2022/07/26 19:51:42 - mmengine - INFO - Epoch(train) [6][3480/3757] lr: 9.9810e-03 eta: 2 days, 23:50:15 time: 0.3912 data_time: 0.0154 memory: 17007 grad_norm: 3.8026 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.1481 loss: 4.1481 2022/07/26 19:51:51 - mmengine - INFO - Epoch(train) [6][3500/3757] lr: 9.9810e-03 eta: 2 days, 23:50:14 time: 0.4079 data_time: 0.0162 memory: 17007 grad_norm: 3.9299 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0888 loss: 4.0888 2022/07/26 19:51:58 - mmengine - INFO - Epoch(train) [6][3520/3757] lr: 9.9810e-03 eta: 2 days, 23:50:05 time: 0.3927 data_time: 0.0157 memory: 17007 grad_norm: 3.7847 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.2208 loss: 4.2208 2022/07/26 19:52:06 - mmengine - INFO - Epoch(train) [6][3540/3757] lr: 9.9810e-03 eta: 2 days, 23:49:54 time: 0.3904 data_time: 0.0147 memory: 17007 grad_norm: 3.9866 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.9062 loss: 3.9062 2022/07/26 19:52:14 - mmengine - INFO - Epoch(train) [6][3560/3757] lr: 9.9810e-03 eta: 2 days, 23:49:49 time: 0.4004 data_time: 0.0171 memory: 17007 grad_norm: 3.7861 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.1306 loss: 4.1306 2022/07/26 19:52:22 - mmengine - INFO - Epoch(train) [6][3580/3757] lr: 9.9810e-03 eta: 2 days, 23:49:38 time: 0.3909 data_time: 0.0147 memory: 17007 grad_norm: 3.6804 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.0534 loss: 4.0534 2022/07/26 19:52:30 - mmengine - INFO - Epoch(train) [6][3600/3757] lr: 9.9810e-03 eta: 2 days, 23:49:29 time: 0.3928 data_time: 0.0160 memory: 17007 grad_norm: 3.8476 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0207 loss: 4.0207 2022/07/26 19:52:38 - mmengine - INFO - Epoch(train) [6][3620/3757] lr: 9.9810e-03 eta: 2 days, 23:49:18 time: 0.3904 data_time: 0.0153 memory: 17007 grad_norm: 3.9066 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.3183 loss: 4.3183 2022/07/26 19:52:46 - mmengine - INFO - Epoch(train) [6][3640/3757] lr: 9.9810e-03 eta: 2 days, 23:49:08 time: 0.3917 data_time: 0.0150 memory: 17007 grad_norm: 3.7072 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.0646 loss: 4.0646 2022/07/26 19:52:53 - mmengine - INFO - Epoch(train) [6][3660/3757] lr: 9.9810e-03 eta: 2 days, 23:48:58 time: 0.3921 data_time: 0.0164 memory: 17007 grad_norm: 3.7014 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.1376 loss: 4.1376 2022/07/26 19:53:01 - mmengine - INFO - Epoch(train) [6][3680/3757] lr: 9.9810e-03 eta: 2 days, 23:48:47 time: 0.3904 data_time: 0.0154 memory: 17007 grad_norm: 3.7716 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.3624 loss: 4.3624 2022/07/26 19:53:09 - mmengine - INFO - Epoch(train) [6][3700/3757] lr: 9.9810e-03 eta: 2 days, 23:48:37 time: 0.3926 data_time: 0.0160 memory: 17007 grad_norm: 3.7732 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.2051 loss: 4.2051 2022/07/26 19:53:17 - mmengine - INFO - Epoch(train) [6][3720/3757] lr: 9.9810e-03 eta: 2 days, 23:48:27 time: 0.3906 data_time: 0.0159 memory: 17007 grad_norm: 3.8152 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.1516 loss: 4.1516 2022/07/26 19:53:25 - mmengine - INFO - Epoch(train) [6][3740/3757] lr: 9.9810e-03 eta: 2 days, 23:48:17 time: 0.3921 data_time: 0.0156 memory: 17007 grad_norm: 3.8312 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.1584 loss: 4.1584 2022/07/26 19:53:32 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 19:53:32 - mmengine - INFO - Epoch(train) [6][3757/3757] lr: 9.9810e-03 eta: 2 days, 23:48:17 time: 0.4048 data_time: 0.0176 memory: 17007 grad_norm: 3.8300 top1_acc: 0.1429 top5_acc: 0.2857 loss_cls: 4.0274 loss: 4.0274 2022/07/26 19:53:32 - mmengine - INFO - Saving checkpoint at 6 epochs 2022/07/26 19:53:43 - mmengine - INFO - Epoch(train) [7][20/3757] lr: 9.9726e-03 eta: 2 days, 23:45:19 time: 0.4502 data_time: 0.0722 memory: 17007 grad_norm: 3.7101 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.0700 loss: 4.0700 2022/07/26 19:53:51 - mmengine - INFO - Epoch(train) [7][40/3757] lr: 9.9726e-03 eta: 2 days, 23:45:18 time: 0.4059 data_time: 0.0163 memory: 17007 grad_norm: 3.7489 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.1878 loss: 4.1878 2022/07/26 19:53:58 - mmengine - INFO - Epoch(train) [7][60/3757] lr: 9.9726e-03 eta: 2 days, 23:45:07 time: 0.3897 data_time: 0.0150 memory: 17007 grad_norm: 3.7139 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.1097 loss: 4.1097 2022/07/26 19:54:06 - mmengine - INFO - Epoch(train) [7][80/3757] lr: 9.9726e-03 eta: 2 days, 23:44:55 time: 0.3893 data_time: 0.0153 memory: 17007 grad_norm: 3.8045 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.1883 loss: 4.1883 2022/07/26 19:54:14 - mmengine - INFO - Epoch(train) [7][100/3757] lr: 9.9726e-03 eta: 2 days, 23:44:45 time: 0.3911 data_time: 0.0161 memory: 17007 grad_norm: 3.7774 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.0993 loss: 4.0993 2022/07/26 19:54:22 - mmengine - INFO - Epoch(train) [7][120/3757] lr: 9.9726e-03 eta: 2 days, 23:44:34 time: 0.3903 data_time: 0.0154 memory: 17007 grad_norm: 3.8362 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.2608 loss: 4.2608 2022/07/26 19:54:30 - mmengine - INFO - Epoch(train) [7][140/3757] lr: 9.9726e-03 eta: 2 days, 23:44:27 time: 0.3958 data_time: 0.0156 memory: 17007 grad_norm: 3.8750 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.1444 loss: 4.1444 2022/07/26 19:54:38 - mmengine - INFO - Epoch(train) [7][160/3757] lr: 9.9726e-03 eta: 2 days, 23:44:16 time: 0.3906 data_time: 0.0150 memory: 17007 grad_norm: 3.8512 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 4.2302 loss: 4.2302 2022/07/26 19:54:45 - mmengine - INFO - Epoch(train) [7][180/3757] lr: 9.9726e-03 eta: 2 days, 23:44:05 time: 0.3895 data_time: 0.0139 memory: 17007 grad_norm: 3.8148 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.2347 loss: 4.2347 2022/07/26 19:54:54 - mmengine - INFO - Epoch(train) [7][200/3757] lr: 9.9726e-03 eta: 2 days, 23:44:03 time: 0.4045 data_time: 0.0164 memory: 17007 grad_norm: 3.8287 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0678 loss: 4.0678 2022/07/26 19:55:01 - mmengine - INFO - Epoch(train) [7][220/3757] lr: 9.9726e-03 eta: 2 days, 23:43:51 time: 0.3894 data_time: 0.0156 memory: 17007 grad_norm: 3.7711 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.9702 loss: 3.9702 2022/07/26 19:55:10 - mmengine - INFO - Epoch(train) [7][240/3757] lr: 9.9726e-03 eta: 2 days, 23:43:56 time: 0.4174 data_time: 0.0181 memory: 17007 grad_norm: 3.9451 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2109 loss: 4.2109 2022/07/26 19:55:17 - mmengine - INFO - Epoch(train) [7][260/3757] lr: 9.9726e-03 eta: 2 days, 23:43:46 time: 0.3907 data_time: 0.0153 memory: 17007 grad_norm: 3.8860 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.2648 loss: 4.2648 2022/07/26 19:55:25 - mmengine - INFO - Epoch(train) [7][280/3757] lr: 9.9726e-03 eta: 2 days, 23:43:36 time: 0.3916 data_time: 0.0149 memory: 17007 grad_norm: 3.7501 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.1452 loss: 4.1452 2022/07/26 19:55:33 - mmengine - INFO - Epoch(train) [7][300/3757] lr: 9.9726e-03 eta: 2 days, 23:43:30 time: 0.3990 data_time: 0.0160 memory: 17007 grad_norm: 3.8340 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.2229 loss: 4.2229 2022/07/26 19:55:41 - mmengine - INFO - Epoch(train) [7][320/3757] lr: 9.9726e-03 eta: 2 days, 23:43:20 time: 0.3911 data_time: 0.0158 memory: 17007 grad_norm: 3.7900 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.0324 loss: 4.0324 2022/07/26 19:55:49 - mmengine - INFO - Epoch(train) [7][340/3757] lr: 9.9726e-03 eta: 2 days, 23:43:09 time: 0.3902 data_time: 0.0152 memory: 17007 grad_norm: 3.8224 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.0859 loss: 4.0859 2022/07/26 19:55:57 - mmengine - INFO - Epoch(train) [7][360/3757] lr: 9.9726e-03 eta: 2 days, 23:42:59 time: 0.3918 data_time: 0.0159 memory: 17007 grad_norm: 3.7600 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2671 loss: 4.2671 2022/07/26 19:56:05 - mmengine - INFO - Epoch(train) [7][380/3757] lr: 9.9726e-03 eta: 2 days, 23:42:49 time: 0.3908 data_time: 0.0148 memory: 17007 grad_norm: 3.8020 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.1668 loss: 4.1668 2022/07/26 19:56:12 - mmengine - INFO - Epoch(train) [7][400/3757] lr: 9.9726e-03 eta: 2 days, 23:42:42 time: 0.3965 data_time: 0.0159 memory: 17007 grad_norm: 3.7642 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.1797 loss: 4.1797 2022/07/26 19:56:20 - mmengine - INFO - Epoch(train) [7][420/3757] lr: 9.9726e-03 eta: 2 days, 23:42:31 time: 0.3903 data_time: 0.0156 memory: 17007 grad_norm: 3.8664 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3580 loss: 4.3580 2022/07/26 19:56:28 - mmengine - INFO - Epoch(train) [7][440/3757] lr: 9.9726e-03 eta: 2 days, 23:42:21 time: 0.3907 data_time: 0.0160 memory: 17007 grad_norm: 3.8230 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.0967 loss: 4.0967 2022/07/26 19:56:35 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 19:56:36 - mmengine - INFO - Epoch(train) [7][460/3757] lr: 9.9726e-03 eta: 2 days, 23:42:20 time: 0.4075 data_time: 0.0161 memory: 17007 grad_norm: 3.7600 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2404 loss: 4.2404 2022/07/26 19:56:44 - mmengine - INFO - Epoch(train) [7][480/3757] lr: 9.9726e-03 eta: 2 days, 23:42:10 time: 0.3910 data_time: 0.0156 memory: 17007 grad_norm: 3.7545 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.3424 loss: 4.3424 2022/07/26 19:56:52 - mmengine - INFO - Epoch(train) [7][500/3757] lr: 9.9726e-03 eta: 2 days, 23:42:09 time: 0.4078 data_time: 0.0156 memory: 17007 grad_norm: 3.7683 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.3398 loss: 4.3398 2022/07/26 19:57:00 - mmengine - INFO - Epoch(train) [7][520/3757] lr: 9.9726e-03 eta: 2 days, 23:41:59 time: 0.3911 data_time: 0.0157 memory: 17007 grad_norm: 3.7427 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.9768 loss: 3.9768 2022/07/26 19:57:08 - mmengine - INFO - Epoch(train) [7][540/3757] lr: 9.9726e-03 eta: 2 days, 23:41:47 time: 0.3887 data_time: 0.0135 memory: 17007 grad_norm: 3.8662 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.1829 loss: 4.1829 2022/07/26 19:57:16 - mmengine - INFO - Epoch(train) [7][560/3757] lr: 9.9726e-03 eta: 2 days, 23:41:37 time: 0.3920 data_time: 0.0166 memory: 17007 grad_norm: 3.8432 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 4.1216 loss: 4.1216 2022/07/26 19:57:24 - mmengine - INFO - Epoch(train) [7][580/3757] lr: 9.9726e-03 eta: 2 days, 23:41:31 time: 0.3977 data_time: 0.0152 memory: 17007 grad_norm: 3.8605 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1428 loss: 4.1428 2022/07/26 19:57:31 - mmengine - INFO - Epoch(train) [7][600/3757] lr: 9.9726e-03 eta: 2 days, 23:41:21 time: 0.3921 data_time: 0.0157 memory: 17007 grad_norm: 3.9149 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3086 loss: 4.3086 2022/07/26 19:57:39 - mmengine - INFO - Epoch(train) [7][620/3757] lr: 9.9726e-03 eta: 2 days, 23:41:15 time: 0.3985 data_time: 0.0148 memory: 17007 grad_norm: 3.8733 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.1828 loss: 4.1828 2022/07/26 19:57:47 - mmengine - INFO - Epoch(train) [7][640/3757] lr: 9.9726e-03 eta: 2 days, 23:41:04 time: 0.3894 data_time: 0.0153 memory: 17007 grad_norm: 3.8599 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2042 loss: 4.2042 2022/07/26 19:57:55 - mmengine - INFO - Epoch(train) [7][660/3757] lr: 9.9726e-03 eta: 2 days, 23:40:56 time: 0.3943 data_time: 0.0165 memory: 17007 grad_norm: 3.7154 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.1004 loss: 4.1004 2022/07/26 19:58:03 - mmengine - INFO - Epoch(train) [7][680/3757] lr: 9.9726e-03 eta: 2 days, 23:40:45 time: 0.3910 data_time: 0.0153 memory: 17007 grad_norm: 3.8552 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8161 loss: 3.8161 2022/07/26 19:58:11 - mmengine - INFO - Epoch(train) [7][700/3757] lr: 9.9726e-03 eta: 2 days, 23:40:42 time: 0.4026 data_time: 0.0163 memory: 17007 grad_norm: 4.0104 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9463 loss: 3.9463 2022/07/26 19:58:19 - mmengine - INFO - Epoch(train) [7][720/3757] lr: 9.9726e-03 eta: 2 days, 23:40:31 time: 0.3908 data_time: 0.0159 memory: 17007 grad_norm: 4.0121 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.9858 loss: 3.9858 2022/07/26 19:58:27 - mmengine - INFO - Epoch(train) [7][740/3757] lr: 9.9726e-03 eta: 2 days, 23:40:21 time: 0.3900 data_time: 0.0145 memory: 17007 grad_norm: 3.8186 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.9755 loss: 3.9755 2022/07/26 19:58:34 - mmengine - INFO - Epoch(train) [7][760/3757] lr: 9.9726e-03 eta: 2 days, 23:40:11 time: 0.3924 data_time: 0.0165 memory: 17007 grad_norm: 3.8786 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.1540 loss: 4.1540 2022/07/26 19:58:42 - mmengine - INFO - Epoch(train) [7][780/3757] lr: 9.9726e-03 eta: 2 days, 23:40:00 time: 0.3902 data_time: 0.0150 memory: 17007 grad_norm: 3.8303 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0163 loss: 4.0163 2022/07/26 19:58:50 - mmengine - INFO - Epoch(train) [7][800/3757] lr: 9.9726e-03 eta: 2 days, 23:39:51 time: 0.3921 data_time: 0.0160 memory: 17007 grad_norm: 3.8098 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1320 loss: 4.1320 2022/07/26 19:58:58 - mmengine - INFO - Epoch(train) [7][820/3757] lr: 9.9726e-03 eta: 2 days, 23:39:41 time: 0.3913 data_time: 0.0153 memory: 17007 grad_norm: 3.7388 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 4.2319 loss: 4.2319 2022/07/26 19:59:06 - mmengine - INFO - Epoch(train) [7][840/3757] lr: 9.9726e-03 eta: 2 days, 23:39:32 time: 0.3932 data_time: 0.0163 memory: 17007 grad_norm: 3.8570 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.1721 loss: 4.1721 2022/07/26 19:59:14 - mmengine - INFO - Epoch(train) [7][860/3757] lr: 9.9726e-03 eta: 2 days, 23:39:24 time: 0.3949 data_time: 0.0159 memory: 17007 grad_norm: 3.9177 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0846 loss: 4.0846 2022/07/26 19:59:22 - mmengine - INFO - Epoch(train) [7][880/3757] lr: 9.9726e-03 eta: 2 days, 23:39:14 time: 0.3910 data_time: 0.0158 memory: 17007 grad_norm: 3.8456 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.1133 loss: 4.1133 2022/07/26 19:59:30 - mmengine - INFO - Epoch(train) [7][900/3757] lr: 9.9726e-03 eta: 2 days, 23:39:08 time: 0.3989 data_time: 0.0154 memory: 17007 grad_norm: 3.7610 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1080 loss: 4.1080 2022/07/26 19:59:37 - mmengine - INFO - Epoch(train) [7][920/3757] lr: 9.9726e-03 eta: 2 days, 23:38:58 time: 0.3914 data_time: 0.0159 memory: 17007 grad_norm: 3.8450 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.4037 loss: 4.4037 2022/07/26 19:59:45 - mmengine - INFO - Epoch(train) [7][940/3757] lr: 9.9726e-03 eta: 2 days, 23:38:48 time: 0.3920 data_time: 0.0151 memory: 17007 grad_norm: 3.8405 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.0257 loss: 4.0257 2022/07/26 19:59:53 - mmengine - INFO - Epoch(train) [7][960/3757] lr: 9.9726e-03 eta: 2 days, 23:38:39 time: 0.3931 data_time: 0.0168 memory: 17007 grad_norm: 3.7576 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.2935 loss: 4.2935 2022/07/26 20:00:01 - mmengine - INFO - Epoch(train) [7][980/3757] lr: 9.9726e-03 eta: 2 days, 23:38:30 time: 0.3928 data_time: 0.0164 memory: 17007 grad_norm: 3.8883 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1960 loss: 4.1960 2022/07/26 20:00:09 - mmengine - INFO - Epoch(train) [7][1000/3757] lr: 9.9726e-03 eta: 2 days, 23:38:20 time: 0.3909 data_time: 0.0150 memory: 17007 grad_norm: 3.8160 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.1867 loss: 4.1867 2022/07/26 20:00:17 - mmengine - INFO - Epoch(train) [7][1020/3757] lr: 9.9726e-03 eta: 2 days, 23:38:10 time: 0.3925 data_time: 0.0166 memory: 17007 grad_norm: 3.8305 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2265 loss: 4.2265 2022/07/26 20:00:24 - mmengine - INFO - Epoch(train) [7][1040/3757] lr: 9.9726e-03 eta: 2 days, 23:38:00 time: 0.3909 data_time: 0.0155 memory: 17007 grad_norm: 3.9263 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0647 loss: 4.0647 2022/07/26 20:00:32 - mmengine - INFO - Epoch(train) [7][1060/3757] lr: 9.9726e-03 eta: 2 days, 23:37:51 time: 0.3922 data_time: 0.0154 memory: 17007 grad_norm: 3.9565 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.0668 loss: 4.0668 2022/07/26 20:00:40 - mmengine - INFO - Epoch(train) [7][1080/3757] lr: 9.9726e-03 eta: 2 days, 23:37:42 time: 0.3932 data_time: 0.0165 memory: 17007 grad_norm: 3.8386 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.5900 loss: 4.5900 2022/07/26 20:00:48 - mmengine - INFO - Epoch(train) [7][1100/3757] lr: 9.9726e-03 eta: 2 days, 23:37:32 time: 0.3910 data_time: 0.0148 memory: 17007 grad_norm: 3.8171 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1486 loss: 4.1486 2022/07/26 20:00:56 - mmengine - INFO - Epoch(train) [7][1120/3757] lr: 9.9726e-03 eta: 2 days, 23:37:25 time: 0.3977 data_time: 0.0157 memory: 17007 grad_norm: 3.9347 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.2167 loss: 4.2167 2022/07/26 20:01:04 - mmengine - INFO - Epoch(train) [7][1140/3757] lr: 9.9726e-03 eta: 2 days, 23:37:15 time: 0.3914 data_time: 0.0164 memory: 17007 grad_norm: 3.9090 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0721 loss: 4.0721 2022/07/26 20:01:12 - mmengine - INFO - Epoch(train) [7][1160/3757] lr: 9.9726e-03 eta: 2 days, 23:37:06 time: 0.3936 data_time: 0.0150 memory: 17007 grad_norm: 3.8605 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.1010 loss: 4.1010 2022/07/26 20:01:19 - mmengine - INFO - Epoch(train) [7][1180/3757] lr: 9.9726e-03 eta: 2 days, 23:36:56 time: 0.3908 data_time: 0.0147 memory: 17007 grad_norm: 3.9380 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.8361 loss: 3.8361 2022/07/26 20:01:27 - mmengine - INFO - Epoch(train) [7][1200/3757] lr: 9.9726e-03 eta: 2 days, 23:36:46 time: 0.3911 data_time: 0.0159 memory: 17007 grad_norm: 3.8868 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.1307 loss: 4.1307 2022/07/26 20:01:35 - mmengine - INFO - Epoch(train) [7][1220/3757] lr: 9.9726e-03 eta: 2 days, 23:36:45 time: 0.4069 data_time: 0.0157 memory: 17007 grad_norm: 3.9675 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.2272 loss: 4.2272 2022/07/26 20:01:43 - mmengine - INFO - Epoch(train) [7][1240/3757] lr: 9.9726e-03 eta: 2 days, 23:36:34 time: 0.3903 data_time: 0.0150 memory: 17007 grad_norm: 3.8359 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8850 loss: 3.8850 2022/07/26 20:01:51 - mmengine - INFO - Epoch(train) [7][1260/3757] lr: 9.9726e-03 eta: 2 days, 23:36:37 time: 0.4143 data_time: 0.0144 memory: 17007 grad_norm: 3.8898 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0315 loss: 4.0315 2022/07/26 20:01:59 - mmengine - INFO - Epoch(train) [7][1280/3757] lr: 9.9726e-03 eta: 2 days, 23:36:27 time: 0.3923 data_time: 0.0166 memory: 17007 grad_norm: 3.9084 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9957 loss: 3.9957 2022/07/26 20:02:07 - mmengine - INFO - Epoch(train) [7][1300/3757] lr: 9.9726e-03 eta: 2 days, 23:36:18 time: 0.3925 data_time: 0.0145 memory: 17007 grad_norm: 3.9362 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9887 loss: 3.9887 2022/07/26 20:02:15 - mmengine - INFO - Epoch(train) [7][1320/3757] lr: 9.9726e-03 eta: 2 days, 23:36:19 time: 0.4111 data_time: 0.0148 memory: 17007 grad_norm: 3.9159 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.0682 loss: 4.0682 2022/07/26 20:02:23 - mmengine - INFO - Epoch(train) [7][1340/3757] lr: 9.9726e-03 eta: 2 days, 23:36:09 time: 0.3922 data_time: 0.0167 memory: 17007 grad_norm: 3.8365 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.0983 loss: 4.0983 2022/07/26 20:02:31 - mmengine - INFO - Epoch(train) [7][1360/3757] lr: 9.9726e-03 eta: 2 days, 23:36:08 time: 0.4081 data_time: 0.0147 memory: 17007 grad_norm: 3.9456 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.1823 loss: 4.1823 2022/07/26 20:02:39 - mmengine - INFO - Epoch(train) [7][1380/3757] lr: 9.9726e-03 eta: 2 days, 23:35:58 time: 0.3903 data_time: 0.0148 memory: 17007 grad_norm: 3.7853 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.9617 loss: 3.9617 2022/07/26 20:02:47 - mmengine - INFO - Epoch(train) [7][1400/3757] lr: 9.9726e-03 eta: 2 days, 23:35:49 time: 0.3925 data_time: 0.0168 memory: 17007 grad_norm: 3.9428 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.1722 loss: 4.1722 2022/07/26 20:02:55 - mmengine - INFO - Epoch(train) [7][1420/3757] lr: 9.9726e-03 eta: 2 days, 23:35:51 time: 0.4139 data_time: 0.0150 memory: 17007 grad_norm: 3.9763 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.1555 loss: 4.1555 2022/07/26 20:03:03 - mmengine - INFO - Epoch(train) [7][1440/3757] lr: 9.9726e-03 eta: 2 days, 23:35:42 time: 0.3936 data_time: 0.0163 memory: 17007 grad_norm: 3.8613 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.0768 loss: 4.0768 2022/07/26 20:03:10 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 20:03:11 - mmengine - INFO - Epoch(train) [7][1460/3757] lr: 9.9726e-03 eta: 2 days, 23:35:36 time: 0.3994 data_time: 0.0157 memory: 17007 grad_norm: 3.8434 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 3.9839 loss: 3.9839 2022/07/26 20:03:19 - mmengine - INFO - Epoch(train) [7][1480/3757] lr: 9.9726e-03 eta: 2 days, 23:35:27 time: 0.3923 data_time: 0.0167 memory: 17007 grad_norm: 4.0020 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.9174 loss: 3.9174 2022/07/26 20:03:27 - mmengine - INFO - Epoch(train) [7][1500/3757] lr: 9.9726e-03 eta: 2 days, 23:35:17 time: 0.3917 data_time: 0.0156 memory: 17007 grad_norm: 3.9791 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 4.0866 loss: 4.0866 2022/07/26 20:03:35 - mmengine - INFO - Epoch(train) [7][1520/3757] lr: 9.9726e-03 eta: 2 days, 23:35:11 time: 0.3973 data_time: 0.0163 memory: 17007 grad_norm: 3.8475 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9046 loss: 3.9046 2022/07/26 20:03:43 - mmengine - INFO - Epoch(train) [7][1540/3757] lr: 9.9726e-03 eta: 2 days, 23:35:00 time: 0.3904 data_time: 0.0152 memory: 17007 grad_norm: 4.0207 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.2393 loss: 4.2393 2022/07/26 20:03:51 - mmengine - INFO - Epoch(train) [7][1560/3757] lr: 9.9726e-03 eta: 2 days, 23:34:52 time: 0.3956 data_time: 0.0170 memory: 17007 grad_norm: 3.8887 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.2853 loss: 4.2853 2022/07/26 20:03:58 - mmengine - INFO - Epoch(train) [7][1580/3757] lr: 9.9726e-03 eta: 2 days, 23:34:42 time: 0.3914 data_time: 0.0157 memory: 17007 grad_norm: 3.9220 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.1757 loss: 4.1757 2022/07/26 20:04:06 - mmengine - INFO - Epoch(train) [7][1600/3757] lr: 9.9726e-03 eta: 2 days, 23:34:33 time: 0.3920 data_time: 0.0163 memory: 17007 grad_norm: 3.7849 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.1128 loss: 4.1128 2022/07/26 20:04:14 - mmengine - INFO - Epoch(train) [7][1620/3757] lr: 9.9726e-03 eta: 2 days, 23:34:23 time: 0.3910 data_time: 0.0156 memory: 17007 grad_norm: 3.8474 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.0314 loss: 4.0314 2022/07/26 20:04:22 - mmengine - INFO - Epoch(train) [7][1640/3757] lr: 9.9726e-03 eta: 2 days, 23:34:14 time: 0.3939 data_time: 0.0164 memory: 17007 grad_norm: 4.0744 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9146 loss: 3.9146 2022/07/26 20:04:30 - mmengine - INFO - Epoch(train) [7][1660/3757] lr: 9.9726e-03 eta: 2 days, 23:34:07 time: 0.3962 data_time: 0.0147 memory: 17007 grad_norm: 3.9699 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9799 loss: 3.9799 2022/07/26 20:04:38 - mmengine - INFO - Epoch(train) [7][1680/3757] lr: 9.9726e-03 eta: 2 days, 23:33:57 time: 0.3916 data_time: 0.0163 memory: 17007 grad_norm: 3.9682 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.0683 loss: 4.0683 2022/07/26 20:04:45 - mmengine - INFO - Epoch(train) [7][1700/3757] lr: 9.9726e-03 eta: 2 days, 23:33:47 time: 0.3910 data_time: 0.0156 memory: 17007 grad_norm: 3.8855 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.0722 loss: 4.0722 2022/07/26 20:04:53 - mmengine - INFO - Epoch(train) [7][1720/3757] lr: 9.9726e-03 eta: 2 days, 23:33:37 time: 0.3922 data_time: 0.0165 memory: 17007 grad_norm: 3.8670 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8805 loss: 3.8805 2022/07/26 20:05:01 - mmengine - INFO - Epoch(train) [7][1740/3757] lr: 9.9726e-03 eta: 2 days, 23:33:27 time: 0.3898 data_time: 0.0146 memory: 17007 grad_norm: 3.8882 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.0206 loss: 4.0206 2022/07/26 20:05:09 - mmengine - INFO - Epoch(train) [7][1760/3757] lr: 9.9726e-03 eta: 2 days, 23:33:17 time: 0.3916 data_time: 0.0166 memory: 17007 grad_norm: 3.7601 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.1467 loss: 4.1467 2022/07/26 20:05:17 - mmengine - INFO - Epoch(train) [7][1780/3757] lr: 9.9726e-03 eta: 2 days, 23:33:08 time: 0.3931 data_time: 0.0156 memory: 17007 grad_norm: 3.7865 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.5625 loss: 4.5625 2022/07/26 20:05:25 - mmengine - INFO - Epoch(train) [7][1800/3757] lr: 9.9726e-03 eta: 2 days, 23:33:12 time: 0.4174 data_time: 0.0157 memory: 17007 grad_norm: 3.6829 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.1432 loss: 4.1432 2022/07/26 20:05:33 - mmengine - INFO - Epoch(train) [7][1820/3757] lr: 9.9726e-03 eta: 2 days, 23:33:02 time: 0.3909 data_time: 0.0160 memory: 17007 grad_norm: 3.7862 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.2488 loss: 4.2488 2022/07/26 20:05:41 - mmengine - INFO - Epoch(train) [7][1840/3757] lr: 9.9726e-03 eta: 2 days, 23:32:52 time: 0.3925 data_time: 0.0171 memory: 17007 grad_norm: 3.7002 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.0303 loss: 4.0303 2022/07/26 20:05:49 - mmengine - INFO - Epoch(train) [7][1860/3757] lr: 9.9726e-03 eta: 2 days, 23:32:42 time: 0.3908 data_time: 0.0161 memory: 17007 grad_norm: 3.8713 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.9585 loss: 3.9585 2022/07/26 20:05:56 - mmengine - INFO - Epoch(train) [7][1880/3757] lr: 9.9726e-03 eta: 2 days, 23:32:33 time: 0.3920 data_time: 0.0165 memory: 17007 grad_norm: 3.8399 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9197 loss: 3.9197 2022/07/26 20:06:04 - mmengine - INFO - Epoch(train) [7][1900/3757] lr: 9.9726e-03 eta: 2 days, 23:32:23 time: 0.3923 data_time: 0.0166 memory: 17007 grad_norm: 3.9008 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.3591 loss: 4.3591 2022/07/26 20:06:12 - mmengine - INFO - Epoch(train) [7][1920/3757] lr: 9.9726e-03 eta: 2 days, 23:32:14 time: 0.3930 data_time: 0.0158 memory: 17007 grad_norm: 3.7871 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2180 loss: 4.2180 2022/07/26 20:06:20 - mmengine - INFO - Epoch(train) [7][1940/3757] lr: 9.9726e-03 eta: 2 days, 23:32:07 time: 0.3958 data_time: 0.0162 memory: 17007 grad_norm: 3.8021 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.1408 loss: 4.1408 2022/07/26 20:06:28 - mmengine - INFO - Epoch(train) [7][1960/3757] lr: 9.9726e-03 eta: 2 days, 23:31:56 time: 0.3903 data_time: 0.0144 memory: 17007 grad_norm: 3.8637 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.1855 loss: 4.1855 2022/07/26 20:06:36 - mmengine - INFO - Epoch(train) [7][1980/3757] lr: 9.9726e-03 eta: 2 days, 23:31:47 time: 0.3928 data_time: 0.0153 memory: 17007 grad_norm: 3.7720 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.8815 loss: 3.8815 2022/07/26 20:06:44 - mmengine - INFO - Epoch(train) [7][2000/3757] lr: 9.9726e-03 eta: 2 days, 23:31:39 time: 0.3941 data_time: 0.0167 memory: 17007 grad_norm: 3.9074 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.8946 loss: 3.8946 2022/07/26 20:06:52 - mmengine - INFO - Epoch(train) [7][2020/3757] lr: 9.9726e-03 eta: 2 days, 23:31:31 time: 0.3953 data_time: 0.0151 memory: 17007 grad_norm: 3.9454 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.2031 loss: 4.2031 2022/07/26 20:06:59 - mmengine - INFO - Epoch(train) [7][2040/3757] lr: 9.9726e-03 eta: 2 days, 23:31:21 time: 0.3920 data_time: 0.0160 memory: 17007 grad_norm: 3.8449 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.0605 loss: 4.0605 2022/07/26 20:07:07 - mmengine - INFO - Epoch(train) [7][2060/3757] lr: 9.9726e-03 eta: 2 days, 23:31:11 time: 0.3913 data_time: 0.0147 memory: 17007 grad_norm: 4.0021 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.2411 loss: 4.2411 2022/07/26 20:07:15 - mmengine - INFO - Epoch(train) [7][2080/3757] lr: 9.9726e-03 eta: 2 days, 23:31:04 time: 0.3951 data_time: 0.0160 memory: 17007 grad_norm: 3.7864 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9971 loss: 3.9971 2022/07/26 20:07:23 - mmengine - INFO - Epoch(train) [7][2100/3757] lr: 9.9726e-03 eta: 2 days, 23:30:54 time: 0.3923 data_time: 0.0166 memory: 17007 grad_norm: 3.8343 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9635 loss: 3.9635 2022/07/26 20:07:31 - mmengine - INFO - Epoch(train) [7][2120/3757] lr: 9.9726e-03 eta: 2 days, 23:30:46 time: 0.3937 data_time: 0.0161 memory: 17007 grad_norm: 3.9571 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.9261 loss: 3.9261 2022/07/26 20:07:39 - mmengine - INFO - Epoch(train) [7][2140/3757] lr: 9.9726e-03 eta: 2 days, 23:30:35 time: 0.3902 data_time: 0.0146 memory: 17007 grad_norm: 3.8539 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2197 loss: 4.2197 2022/07/26 20:07:47 - mmengine - INFO - Epoch(train) [7][2160/3757] lr: 9.9726e-03 eta: 2 days, 23:30:26 time: 0.3928 data_time: 0.0156 memory: 17007 grad_norm: 3.8980 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.0671 loss: 4.0671 2022/07/26 20:07:54 - mmengine - INFO - Epoch(train) [7][2180/3757] lr: 9.9726e-03 eta: 2 days, 23:30:17 time: 0.3925 data_time: 0.0143 memory: 17007 grad_norm: 3.9468 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.0305 loss: 4.0305 2022/07/26 20:08:02 - mmengine - INFO - Epoch(train) [7][2200/3757] lr: 9.9726e-03 eta: 2 days, 23:30:08 time: 0.3941 data_time: 0.0169 memory: 17007 grad_norm: 3.9553 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.9614 loss: 3.9614 2022/07/26 20:08:10 - mmengine - INFO - Epoch(train) [7][2220/3757] lr: 9.9726e-03 eta: 2 days, 23:29:59 time: 0.3924 data_time: 0.0146 memory: 17007 grad_norm: 3.8875 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.2098 loss: 4.2098 2022/07/26 20:08:18 - mmengine - INFO - Epoch(train) [7][2240/3757] lr: 9.9726e-03 eta: 2 days, 23:29:49 time: 0.3909 data_time: 0.0156 memory: 17007 grad_norm: 3.8167 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.1026 loss: 4.1026 2022/07/26 20:08:26 - mmengine - INFO - Epoch(train) [7][2260/3757] lr: 9.9726e-03 eta: 2 days, 23:29:46 time: 0.4048 data_time: 0.0166 memory: 17007 grad_norm: 4.0397 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.1595 loss: 4.1595 2022/07/26 20:08:34 - mmengine - INFO - Epoch(train) [7][2280/3757] lr: 9.9726e-03 eta: 2 days, 23:29:36 time: 0.3913 data_time: 0.0161 memory: 17007 grad_norm: 3.8492 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.2398 loss: 4.2398 2022/07/26 20:08:42 - mmengine - INFO - Epoch(train) [7][2300/3757] lr: 9.9726e-03 eta: 2 days, 23:29:28 time: 0.3945 data_time: 0.0164 memory: 17007 grad_norm: 3.8508 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.7941 loss: 3.7941 2022/07/26 20:08:50 - mmengine - INFO - Epoch(train) [7][2320/3757] lr: 9.9726e-03 eta: 2 days, 23:29:18 time: 0.3910 data_time: 0.0154 memory: 17007 grad_norm: 3.8803 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.0725 loss: 4.0725 2022/07/26 20:08:57 - mmengine - INFO - Epoch(train) [7][2340/3757] lr: 9.9726e-03 eta: 2 days, 23:29:08 time: 0.3916 data_time: 0.0150 memory: 17007 grad_norm: 3.9098 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.0113 loss: 4.0113 2022/07/26 20:09:05 - mmengine - INFO - Epoch(train) [7][2360/3757] lr: 9.9726e-03 eta: 2 days, 23:29:02 time: 0.3987 data_time: 0.0165 memory: 17007 grad_norm: 3.9485 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.1560 loss: 4.1560 2022/07/26 20:09:13 - mmengine - INFO - Epoch(train) [7][2380/3757] lr: 9.9726e-03 eta: 2 days, 23:28:53 time: 0.3927 data_time: 0.0165 memory: 17007 grad_norm: 3.9236 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.0377 loss: 4.0377 2022/07/26 20:09:21 - mmengine - INFO - Epoch(train) [7][2400/3757] lr: 9.9726e-03 eta: 2 days, 23:28:44 time: 0.3930 data_time: 0.0166 memory: 17007 grad_norm: 3.9944 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.1248 loss: 4.1248 2022/07/26 20:09:29 - mmengine - INFO - Epoch(train) [7][2420/3757] lr: 9.9726e-03 eta: 2 days, 23:28:33 time: 0.3895 data_time: 0.0149 memory: 17007 grad_norm: 3.8531 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9161 loss: 3.9161 2022/07/26 20:09:37 - mmengine - INFO - Epoch(train) [7][2440/3757] lr: 9.9726e-03 eta: 2 days, 23:28:24 time: 0.3930 data_time: 0.0156 memory: 17007 grad_norm: 3.8516 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.0417 loss: 4.0417 2022/07/26 20:09:44 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 20:09:45 - mmengine - INFO - Epoch(train) [7][2460/3757] lr: 9.9726e-03 eta: 2 days, 23:28:16 time: 0.3937 data_time: 0.0165 memory: 17007 grad_norm: 3.9363 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2929 loss: 4.2929 2022/07/26 20:09:52 - mmengine - INFO - Epoch(train) [7][2480/3757] lr: 9.9726e-03 eta: 2 days, 23:28:07 time: 0.3945 data_time: 0.0158 memory: 17007 grad_norm: 3.8484 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.8070 loss: 3.8070 2022/07/26 20:10:00 - mmengine - INFO - Epoch(train) [7][2500/3757] lr: 9.9726e-03 eta: 2 days, 23:27:57 time: 0.3911 data_time: 0.0161 memory: 17007 grad_norm: 4.0043 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8566 loss: 3.8566 2022/07/26 20:10:08 - mmengine - INFO - Epoch(train) [7][2520/3757] lr: 9.9726e-03 eta: 2 days, 23:27:48 time: 0.3914 data_time: 0.0160 memory: 17007 grad_norm: 3.9617 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.0624 loss: 4.0624 2022/07/26 20:10:16 - mmengine - INFO - Epoch(train) [7][2540/3757] lr: 9.9726e-03 eta: 2 days, 23:27:42 time: 0.3989 data_time: 0.0158 memory: 17007 grad_norm: 3.7720 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.0619 loss: 4.0619 2022/07/26 20:10:24 - mmengine - INFO - Epoch(train) [7][2560/3757] lr: 9.9726e-03 eta: 2 days, 23:27:36 time: 0.3990 data_time: 0.0174 memory: 17007 grad_norm: 3.8842 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9066 loss: 3.9066 2022/07/26 20:10:32 - mmengine - INFO - Epoch(train) [7][2580/3757] lr: 9.9726e-03 eta: 2 days, 23:27:27 time: 0.3928 data_time: 0.0166 memory: 17007 grad_norm: 3.7605 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.9258 loss: 3.9258 2022/07/26 20:10:40 - mmengine - INFO - Epoch(train) [7][2600/3757] lr: 9.9726e-03 eta: 2 days, 23:27:17 time: 0.3909 data_time: 0.0164 memory: 17007 grad_norm: 3.9695 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.1702 loss: 4.1702 2022/07/26 20:10:48 - mmengine - INFO - Epoch(train) [7][2620/3757] lr: 9.9726e-03 eta: 2 days, 23:27:08 time: 0.3944 data_time: 0.0143 memory: 17007 grad_norm: 3.9807 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0313 loss: 4.0313 2022/07/26 20:10:56 - mmengine - INFO - Epoch(train) [7][2640/3757] lr: 9.9726e-03 eta: 2 days, 23:26:59 time: 0.3917 data_time: 0.0154 memory: 17007 grad_norm: 3.8415 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.0174 loss: 4.0174 2022/07/26 20:11:03 - mmengine - INFO - Epoch(train) [7][2660/3757] lr: 9.9726e-03 eta: 2 days, 23:26:49 time: 0.3920 data_time: 0.0161 memory: 17007 grad_norm: 4.0219 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.2469 loss: 4.2469 2022/07/26 20:11:11 - mmengine - INFO - Epoch(train) [7][2680/3757] lr: 9.9726e-03 eta: 2 days, 23:26:39 time: 0.3905 data_time: 0.0150 memory: 17007 grad_norm: 3.9167 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.1585 loss: 4.1585 2022/07/26 20:11:19 - mmengine - INFO - Epoch(train) [7][2700/3757] lr: 9.9726e-03 eta: 2 days, 23:26:29 time: 0.3905 data_time: 0.0156 memory: 17007 grad_norm: 3.9201 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9564 loss: 3.9564 2022/07/26 20:11:27 - mmengine - INFO - Epoch(train) [7][2720/3757] lr: 9.9726e-03 eta: 2 days, 23:26:24 time: 0.4016 data_time: 0.0155 memory: 17007 grad_norm: 3.8697 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.0473 loss: 4.0473 2022/07/26 20:11:35 - mmengine - INFO - Epoch(train) [7][2740/3757] lr: 9.9726e-03 eta: 2 days, 23:26:13 time: 0.3893 data_time: 0.0149 memory: 17007 grad_norm: 3.8488 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.3354 loss: 4.3354 2022/07/26 20:11:43 - mmengine - INFO - Epoch(train) [7][2760/3757] lr: 9.9726e-03 eta: 2 days, 23:26:04 time: 0.3927 data_time: 0.0167 memory: 17007 grad_norm: 3.9015 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.9419 loss: 3.9419 2022/07/26 20:11:50 - mmengine - INFO - Epoch(train) [7][2780/3757] lr: 9.9726e-03 eta: 2 days, 23:25:54 time: 0.3904 data_time: 0.0152 memory: 17007 grad_norm: 3.9377 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8843 loss: 3.8843 2022/07/26 20:11:58 - mmengine - INFO - Epoch(train) [7][2800/3757] lr: 9.9726e-03 eta: 2 days, 23:25:44 time: 0.3911 data_time: 0.0154 memory: 17007 grad_norm: 3.9705 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.9969 loss: 3.9969 2022/07/26 20:12:06 - mmengine - INFO - Epoch(train) [7][2820/3757] lr: 9.9726e-03 eta: 2 days, 23:25:35 time: 0.3931 data_time: 0.0157 memory: 17007 grad_norm: 3.9931 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9412 loss: 3.9412 2022/07/26 20:12:14 - mmengine - INFO - Epoch(train) [7][2840/3757] lr: 9.9726e-03 eta: 2 days, 23:25:26 time: 0.3917 data_time: 0.0153 memory: 17007 grad_norm: 3.9111 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9493 loss: 3.9493 2022/07/26 20:12:22 - mmengine - INFO - Epoch(train) [7][2860/3757] lr: 9.9726e-03 eta: 2 days, 23:25:19 time: 0.3984 data_time: 0.0160 memory: 17007 grad_norm: 4.0289 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8471 loss: 3.8471 2022/07/26 20:12:30 - mmengine - INFO - Epoch(train) [7][2880/3757] lr: 9.9726e-03 eta: 2 days, 23:25:09 time: 0.3907 data_time: 0.0152 memory: 17007 grad_norm: 3.9069 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.7773 loss: 3.7773 2022/07/26 20:12:38 - mmengine - INFO - Epoch(train) [7][2900/3757] lr: 9.9726e-03 eta: 2 days, 23:24:59 time: 0.3911 data_time: 0.0157 memory: 17007 grad_norm: 3.8892 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9819 loss: 3.9819 2022/07/26 20:12:46 - mmengine - INFO - Epoch(train) [7][2920/3757] lr: 9.9726e-03 eta: 2 days, 23:24:52 time: 0.3964 data_time: 0.0182 memory: 17007 grad_norm: 3.9187 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.8980 loss: 3.8980 2022/07/26 20:12:53 - mmengine - INFO - Epoch(train) [7][2940/3757] lr: 9.9726e-03 eta: 2 days, 23:24:42 time: 0.3912 data_time: 0.0166 memory: 17007 grad_norm: 3.8650 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.9939 loss: 3.9939 2022/07/26 20:13:01 - mmengine - INFO - Epoch(train) [7][2960/3757] lr: 9.9726e-03 eta: 2 days, 23:24:35 time: 0.3971 data_time: 0.0163 memory: 17007 grad_norm: 3.8446 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.9177 loss: 3.9177 2022/07/26 20:13:09 - mmengine - INFO - Epoch(train) [7][2980/3757] lr: 9.9726e-03 eta: 2 days, 23:24:25 time: 0.3899 data_time: 0.0141 memory: 17007 grad_norm: 3.8106 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.9591 loss: 3.9591 2022/07/26 20:13:17 - mmengine - INFO - Epoch(train) [7][3000/3757] lr: 9.9726e-03 eta: 2 days, 23:24:15 time: 0.3909 data_time: 0.0155 memory: 17007 grad_norm: 3.7727 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.9532 loss: 3.9532 2022/07/26 20:13:25 - mmengine - INFO - Epoch(train) [7][3020/3757] lr: 9.9726e-03 eta: 2 days, 23:24:19 time: 0.4179 data_time: 0.0173 memory: 17007 grad_norm: 3.8408 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.1148 loss: 4.1148 2022/07/26 20:13:33 - mmengine - INFO - Epoch(train) [7][3040/3757] lr: 9.9726e-03 eta: 2 days, 23:24:09 time: 0.3917 data_time: 0.0155 memory: 17007 grad_norm: 3.9044 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0273 loss: 4.0273 2022/07/26 20:13:41 - mmengine - INFO - Epoch(train) [7][3060/3757] lr: 9.9726e-03 eta: 2 days, 23:24:00 time: 0.3920 data_time: 0.0165 memory: 17007 grad_norm: 3.8703 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 4.1385 loss: 4.1385 2022/07/26 20:13:49 - mmengine - INFO - Epoch(train) [7][3080/3757] lr: 9.9726e-03 eta: 2 days, 23:23:50 time: 0.3925 data_time: 0.0161 memory: 17007 grad_norm: 3.9501 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0608 loss: 4.0608 2022/07/26 20:13:57 - mmengine - INFO - Epoch(train) [7][3100/3757] lr: 9.9726e-03 eta: 2 days, 23:23:42 time: 0.3932 data_time: 0.0147 memory: 17007 grad_norm: 3.9170 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.0329 loss: 4.0329 2022/07/26 20:14:04 - mmengine - INFO - Epoch(train) [7][3120/3757] lr: 9.9726e-03 eta: 2 days, 23:23:32 time: 0.3927 data_time: 0.0162 memory: 17007 grad_norm: 3.8796 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.1761 loss: 4.1761 2022/07/26 20:14:12 - mmengine - INFO - Epoch(train) [7][3140/3757] lr: 9.9726e-03 eta: 2 days, 23:23:22 time: 0.3907 data_time: 0.0153 memory: 17007 grad_norm: 3.9506 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.1189 loss: 4.1189 2022/07/26 20:14:20 - mmengine - INFO - Epoch(train) [7][3160/3757] lr: 9.9726e-03 eta: 2 days, 23:23:12 time: 0.3902 data_time: 0.0153 memory: 17007 grad_norm: 3.8181 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0570 loss: 4.0570 2022/07/26 20:14:28 - mmengine - INFO - Epoch(train) [7][3180/3757] lr: 9.9726e-03 eta: 2 days, 23:23:02 time: 0.3910 data_time: 0.0159 memory: 17007 grad_norm: 3.8153 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.6804 loss: 3.6804 2022/07/26 20:14:36 - mmengine - INFO - Epoch(train) [7][3200/3757] lr: 9.9726e-03 eta: 2 days, 23:22:52 time: 0.3909 data_time: 0.0156 memory: 17007 grad_norm: 3.9838 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.8893 loss: 3.8893 2022/07/26 20:14:44 - mmengine - INFO - Epoch(train) [7][3220/3757] lr: 9.9726e-03 eta: 2 days, 23:22:43 time: 0.3935 data_time: 0.0166 memory: 17007 grad_norm: 4.0696 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.8506 loss: 3.8506 2022/07/26 20:14:51 - mmengine - INFO - Epoch(train) [7][3240/3757] lr: 9.9726e-03 eta: 2 days, 23:22:33 time: 0.3907 data_time: 0.0156 memory: 17007 grad_norm: 3.8163 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.8735 loss: 3.8735 2022/07/26 20:14:59 - mmengine - INFO - Epoch(train) [7][3260/3757] lr: 9.9726e-03 eta: 2 days, 23:22:23 time: 0.3907 data_time: 0.0156 memory: 17007 grad_norm: 3.7656 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.0300 loss: 4.0300 2022/07/26 20:15:07 - mmengine - INFO - Epoch(train) [7][3280/3757] lr: 9.9726e-03 eta: 2 days, 23:22:17 time: 0.3980 data_time: 0.0161 memory: 17007 grad_norm: 3.8747 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.4161 loss: 4.4161 2022/07/26 20:15:15 - mmengine - INFO - Epoch(train) [7][3300/3757] lr: 9.9726e-03 eta: 2 days, 23:22:08 time: 0.3922 data_time: 0.0159 memory: 17007 grad_norm: 4.0004 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.9693 loss: 3.9693 2022/07/26 20:15:23 - mmengine - INFO - Epoch(train) [7][3320/3757] lr: 9.9726e-03 eta: 2 days, 23:22:02 time: 0.3998 data_time: 0.0171 memory: 17007 grad_norm: 3.8719 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.1641 loss: 4.1641 2022/07/26 20:15:31 - mmengine - INFO - Epoch(train) [7][3340/3757] lr: 9.9726e-03 eta: 2 days, 23:21:52 time: 0.3908 data_time: 0.0147 memory: 17007 grad_norm: 3.7125 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8302 loss: 3.8302 2022/07/26 20:15:39 - mmengine - INFO - Epoch(train) [7][3360/3757] lr: 9.9726e-03 eta: 2 days, 23:21:42 time: 0.3910 data_time: 0.0157 memory: 17007 grad_norm: 3.8546 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.9692 loss: 3.9692 2022/07/26 20:15:47 - mmengine - INFO - Epoch(train) [7][3380/3757] lr: 9.9726e-03 eta: 2 days, 23:21:33 time: 0.3923 data_time: 0.0162 memory: 17007 grad_norm: 3.9402 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.7202 loss: 3.7202 2022/07/26 20:15:54 - mmengine - INFO - Epoch(train) [7][3400/3757] lr: 9.9726e-03 eta: 2 days, 23:21:23 time: 0.3910 data_time: 0.0154 memory: 17007 grad_norm: 3.9621 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.8061 loss: 3.8061 2022/07/26 20:16:02 - mmengine - INFO - Epoch(train) [7][3420/3757] lr: 9.9726e-03 eta: 2 days, 23:21:15 time: 0.3957 data_time: 0.0162 memory: 17007 grad_norm: 3.9519 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 4.0601 loss: 4.0601 2022/07/26 20:16:10 - mmengine - INFO - Epoch(train) [7][3440/3757] lr: 9.9726e-03 eta: 2 days, 23:21:06 time: 0.3909 data_time: 0.0155 memory: 17007 grad_norm: 4.0288 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.9644 loss: 3.9644 2022/07/26 20:16:17 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 20:16:18 - mmengine - INFO - Epoch(train) [7][3460/3757] lr: 9.9726e-03 eta: 2 days, 23:20:56 time: 0.3914 data_time: 0.0140 memory: 17007 grad_norm: 4.0164 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 4.2450 loss: 4.2450 2022/07/26 20:16:26 - mmengine - INFO - Epoch(train) [7][3480/3757] lr: 9.9726e-03 eta: 2 days, 23:20:47 time: 0.3936 data_time: 0.0170 memory: 17007 grad_norm: 3.9163 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3061 loss: 4.3061 2022/07/26 20:16:34 - mmengine - INFO - Epoch(train) [7][3500/3757] lr: 9.9726e-03 eta: 2 days, 23:20:38 time: 0.3914 data_time: 0.0152 memory: 17007 grad_norm: 3.9425 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.0558 loss: 4.0558 2022/07/26 20:16:42 - mmengine - INFO - Epoch(train) [7][3520/3757] lr: 9.9726e-03 eta: 2 days, 23:20:33 time: 0.4010 data_time: 0.0163 memory: 17007 grad_norm: 4.0208 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8633 loss: 3.8633 2022/07/26 20:16:49 - mmengine - INFO - Epoch(train) [7][3540/3757] lr: 9.9726e-03 eta: 2 days, 23:20:22 time: 0.3901 data_time: 0.0156 memory: 17007 grad_norm: 3.9529 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0527 loss: 4.0527 2022/07/26 20:16:57 - mmengine - INFO - Epoch(train) [7][3560/3757] lr: 9.9726e-03 eta: 2 days, 23:20:13 time: 0.3925 data_time: 0.0158 memory: 17007 grad_norm: 3.9795 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.1327 loss: 4.1327 2022/07/26 20:17:05 - mmengine - INFO - Epoch(train) [7][3580/3757] lr: 9.9726e-03 eta: 2 days, 23:20:03 time: 0.3899 data_time: 0.0148 memory: 17007 grad_norm: 3.9403 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0093 loss: 4.0093 2022/07/26 20:17:13 - mmengine - INFO - Epoch(train) [7][3600/3757] lr: 9.9726e-03 eta: 2 days, 23:19:53 time: 0.3910 data_time: 0.0157 memory: 17007 grad_norm: 3.9252 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.1122 loss: 4.1122 2022/07/26 20:17:21 - mmengine - INFO - Epoch(train) [7][3620/3757] lr: 9.9726e-03 eta: 2 days, 23:19:44 time: 0.3923 data_time: 0.0154 memory: 17007 grad_norm: 3.8840 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.8599 loss: 3.8599 2022/07/26 20:17:29 - mmengine - INFO - Epoch(train) [7][3640/3757] lr: 9.9726e-03 eta: 2 days, 23:19:35 time: 0.3944 data_time: 0.0171 memory: 17007 grad_norm: 3.9127 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.0182 loss: 4.0182 2022/07/26 20:17:36 - mmengine - INFO - Epoch(train) [7][3660/3757] lr: 9.9726e-03 eta: 2 days, 23:19:25 time: 0.3905 data_time: 0.0148 memory: 17007 grad_norm: 3.9137 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.1813 loss: 4.1813 2022/07/26 20:17:44 - mmengine - INFO - Epoch(train) [7][3680/3757] lr: 9.9726e-03 eta: 2 days, 23:19:18 time: 0.3968 data_time: 0.0169 memory: 17007 grad_norm: 3.9128 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.0226 loss: 4.0226 2022/07/26 20:17:52 - mmengine - INFO - Epoch(train) [7][3700/3757] lr: 9.9726e-03 eta: 2 days, 23:19:08 time: 0.3910 data_time: 0.0142 memory: 17007 grad_norm: 4.0126 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.9807 loss: 3.9807 2022/07/26 20:18:00 - mmengine - INFO - Epoch(train) [7][3720/3757] lr: 9.9726e-03 eta: 2 days, 23:18:59 time: 0.3916 data_time: 0.0160 memory: 17007 grad_norm: 3.9998 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.8193 loss: 3.8193 2022/07/26 20:18:08 - mmengine - INFO - Epoch(train) [7][3740/3757] lr: 9.9726e-03 eta: 2 days, 23:18:51 time: 0.3944 data_time: 0.0139 memory: 17007 grad_norm: 3.9277 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.1829 loss: 4.1829 2022/07/26 20:18:15 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 20:18:15 - mmengine - INFO - Epoch(train) [7][3757/3757] lr: 9.9726e-03 eta: 2 days, 23:18:51 time: 0.3892 data_time: 0.0157 memory: 17007 grad_norm: 3.9191 top1_acc: 0.2857 top5_acc: 0.5714 loss_cls: 3.8533 loss: 3.8533 2022/07/26 20:18:15 - mmengine - INFO - Saving checkpoint at 7 epochs 2022/07/26 20:18:26 - mmengine - INFO - Epoch(train) [8][20/3757] lr: 9.9627e-03 eta: 2 days, 23:16:15 time: 0.4455 data_time: 0.0696 memory: 17007 grad_norm: 4.0160 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0827 loss: 4.0827 2022/07/26 20:18:34 - mmengine - INFO - Epoch(train) [8][40/3757] lr: 9.9627e-03 eta: 2 days, 23:16:05 time: 0.3911 data_time: 0.0157 memory: 17007 grad_norm: 3.9564 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.9236 loss: 3.9236 2022/07/26 20:18:41 - mmengine - INFO - Epoch(train) [8][60/3757] lr: 9.9627e-03 eta: 2 days, 23:15:55 time: 0.3893 data_time: 0.0145 memory: 17007 grad_norm: 3.9829 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.0749 loss: 4.0749 2022/07/26 20:18:49 - mmengine - INFO - Epoch(train) [8][80/3757] lr: 9.9627e-03 eta: 2 days, 23:15:46 time: 0.3922 data_time: 0.0170 memory: 17007 grad_norm: 3.9149 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.0495 loss: 4.0495 2022/07/26 20:18:57 - mmengine - INFO - Epoch(train) [8][100/3757] lr: 9.9627e-03 eta: 2 days, 23:15:47 time: 0.4133 data_time: 0.0160 memory: 17007 grad_norm: 3.9225 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9741 loss: 3.9741 2022/07/26 20:19:05 - mmengine - INFO - Epoch(train) [8][120/3757] lr: 9.9627e-03 eta: 2 days, 23:15:37 time: 0.3911 data_time: 0.0156 memory: 17007 grad_norm: 3.9466 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.1594 loss: 4.1594 2022/07/26 20:19:14 - mmengine - INFO - Epoch(train) [8][140/3757] lr: 9.9627e-03 eta: 2 days, 23:15:43 time: 0.4228 data_time: 0.0159 memory: 17007 grad_norm: 3.9296 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.8687 loss: 3.8687 2022/07/26 20:19:22 - mmengine - INFO - Epoch(train) [8][160/3757] lr: 9.9627e-03 eta: 2 days, 23:15:34 time: 0.3916 data_time: 0.0159 memory: 17007 grad_norm: 3.9848 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 4.0871 loss: 4.0871 2022/07/26 20:19:29 - mmengine - INFO - Epoch(train) [8][180/3757] lr: 9.9627e-03 eta: 2 days, 23:15:23 time: 0.3887 data_time: 0.0148 memory: 17007 grad_norm: 3.8710 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.7304 loss: 3.7304 2022/07/26 20:19:37 - mmengine - INFO - Epoch(train) [8][200/3757] lr: 9.9627e-03 eta: 2 days, 23:15:18 time: 0.4013 data_time: 0.0166 memory: 17007 grad_norm: 3.9035 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 4.0666 loss: 4.0666 2022/07/26 20:19:45 - mmengine - INFO - Epoch(train) [8][220/3757] lr: 9.9627e-03 eta: 2 days, 23:15:10 time: 0.3945 data_time: 0.0169 memory: 17007 grad_norm: 4.0041 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.9275 loss: 3.9275 2022/07/26 20:19:53 - mmengine - INFO - Epoch(train) [8][240/3757] lr: 9.9627e-03 eta: 2 days, 23:15:02 time: 0.3950 data_time: 0.0146 memory: 17007 grad_norm: 4.0839 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7913 loss: 3.7913 2022/07/26 20:20:01 - mmengine - INFO - Epoch(train) [8][260/3757] lr: 9.9627e-03 eta: 2 days, 23:14:52 time: 0.3899 data_time: 0.0150 memory: 17007 grad_norm: 4.0011 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.1693 loss: 4.1693 2022/07/26 20:20:09 - mmengine - INFO - Epoch(train) [8][280/3757] lr: 9.9627e-03 eta: 2 days, 23:14:43 time: 0.3928 data_time: 0.0166 memory: 17007 grad_norm: 3.9535 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.7840 loss: 3.7840 2022/07/26 20:20:17 - mmengine - INFO - Epoch(train) [8][300/3757] lr: 9.9627e-03 eta: 2 days, 23:14:38 time: 0.4003 data_time: 0.0149 memory: 17007 grad_norm: 3.9266 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.0596 loss: 4.0596 2022/07/26 20:20:25 - mmengine - INFO - Epoch(train) [8][320/3757] lr: 9.9627e-03 eta: 2 days, 23:14:29 time: 0.3932 data_time: 0.0178 memory: 17007 grad_norm: 3.9827 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.1681 loss: 4.1681 2022/07/26 20:20:33 - mmengine - INFO - Epoch(train) [8][340/3757] lr: 9.9627e-03 eta: 2 days, 23:14:23 time: 0.3980 data_time: 0.0138 memory: 17007 grad_norm: 3.9555 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9820 loss: 3.9820 2022/07/26 20:20:40 - mmengine - INFO - Epoch(train) [8][360/3757] lr: 9.9627e-03 eta: 2 days, 23:14:12 time: 0.3892 data_time: 0.0152 memory: 17007 grad_norm: 3.9674 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8299 loss: 3.8299 2022/07/26 20:20:48 - mmengine - INFO - Epoch(train) [8][380/3757] lr: 9.9627e-03 eta: 2 days, 23:14:02 time: 0.3908 data_time: 0.0158 memory: 17007 grad_norm: 4.0610 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.2044 loss: 4.2044 2022/07/26 20:20:56 - mmengine - INFO - Epoch(train) [8][400/3757] lr: 9.9627e-03 eta: 2 days, 23:13:53 time: 0.3908 data_time: 0.0152 memory: 17007 grad_norm: 3.9499 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.9242 loss: 3.9242 2022/07/26 20:21:04 - mmengine - INFO - Epoch(train) [8][420/3757] lr: 9.9627e-03 eta: 2 days, 23:13:43 time: 0.3911 data_time: 0.0163 memory: 17007 grad_norm: 3.9880 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9541 loss: 3.9541 2022/07/26 20:21:12 - mmengine - INFO - Epoch(train) [8][440/3757] lr: 9.9627e-03 eta: 2 days, 23:13:33 time: 0.3910 data_time: 0.0142 memory: 17007 grad_norm: 3.9183 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.7685 loss: 3.7685 2022/07/26 20:21:19 - mmengine - INFO - Epoch(train) [8][460/3757] lr: 9.9627e-03 eta: 2 days, 23:13:23 time: 0.3898 data_time: 0.0143 memory: 17007 grad_norm: 3.9408 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.1396 loss: 4.1396 2022/07/26 20:21:27 - mmengine - INFO - Epoch(train) [8][480/3757] lr: 9.9627e-03 eta: 2 days, 23:13:14 time: 0.3938 data_time: 0.0167 memory: 17007 grad_norm: 4.0516 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.9606 loss: 3.9606 2022/07/26 20:21:35 - mmengine - INFO - Epoch(train) [8][500/3757] lr: 9.9627e-03 eta: 2 days, 23:13:06 time: 0.3931 data_time: 0.0147 memory: 17007 grad_norm: 4.0909 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.1073 loss: 4.1073 2022/07/26 20:21:43 - mmengine - INFO - Epoch(train) [8][520/3757] lr: 9.9627e-03 eta: 2 days, 23:12:56 time: 0.3920 data_time: 0.0157 memory: 17007 grad_norm: 3.8772 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8581 loss: 3.8581 2022/07/26 20:21:51 - mmengine - INFO - Epoch(train) [8][540/3757] lr: 9.9627e-03 eta: 2 days, 23:12:47 time: 0.3906 data_time: 0.0149 memory: 17007 grad_norm: 3.7886 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.0655 loss: 4.0655 2022/07/26 20:21:59 - mmengine - INFO - Epoch(train) [8][560/3757] lr: 9.9627e-03 eta: 2 days, 23:12:40 time: 0.3977 data_time: 0.0161 memory: 17007 grad_norm: 3.9772 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.7970 loss: 3.7970 2022/07/26 20:22:07 - mmengine - INFO - Epoch(train) [8][580/3757] lr: 9.9627e-03 eta: 2 days, 23:12:31 time: 0.3919 data_time: 0.0151 memory: 17007 grad_norm: 3.9146 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.8164 loss: 3.8164 2022/07/26 20:22:15 - mmengine - INFO - Epoch(train) [8][600/3757] lr: 9.9627e-03 eta: 2 days, 23:12:22 time: 0.3932 data_time: 0.0166 memory: 17007 grad_norm: 3.8961 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9110 loss: 3.9110 2022/07/26 20:22:22 - mmengine - INFO - Epoch(train) [8][620/3757] lr: 9.9627e-03 eta: 2 days, 23:12:12 time: 0.3906 data_time: 0.0148 memory: 17007 grad_norm: 3.8730 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9525 loss: 3.9525 2022/07/26 20:22:30 - mmengine - INFO - Epoch(train) [8][640/3757] lr: 9.9627e-03 eta: 2 days, 23:12:02 time: 0.3909 data_time: 0.0155 memory: 17007 grad_norm: 3.8411 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 4.0281 loss: 4.0281 2022/07/26 20:22:38 - mmengine - INFO - Epoch(train) [8][660/3757] lr: 9.9627e-03 eta: 2 days, 23:11:53 time: 0.3918 data_time: 0.0150 memory: 17007 grad_norm: 3.9433 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.8753 loss: 3.8753 2022/07/26 20:22:46 - mmengine - INFO - Epoch(train) [8][680/3757] lr: 9.9627e-03 eta: 2 days, 23:11:43 time: 0.3908 data_time: 0.0161 memory: 17007 grad_norm: 3.9101 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.1185 loss: 4.1185 2022/07/26 20:22:54 - mmengine - INFO - Epoch(train) [8][700/3757] lr: 9.9627e-03 eta: 2 days, 23:11:36 time: 0.3963 data_time: 0.0155 memory: 17007 grad_norm: 3.8581 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.0233 loss: 4.0233 2022/07/26 20:22:54 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 20:23:02 - mmengine - INFO - Epoch(train) [8][720/3757] lr: 9.9627e-03 eta: 2 days, 23:11:27 time: 0.3926 data_time: 0.0160 memory: 17007 grad_norm: 4.0104 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8968 loss: 3.8968 2022/07/26 20:23:09 - mmengine - INFO - Epoch(train) [8][740/3757] lr: 9.9627e-03 eta: 2 days, 23:11:17 time: 0.3904 data_time: 0.0145 memory: 17007 grad_norm: 4.0111 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8755 loss: 3.8755 2022/07/26 20:23:17 - mmengine - INFO - Epoch(train) [8][760/3757] lr: 9.9627e-03 eta: 2 days, 23:11:09 time: 0.3943 data_time: 0.0169 memory: 17007 grad_norm: 4.0259 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 4.1212 loss: 4.1212 2022/07/26 20:23:25 - mmengine - INFO - Epoch(train) [8][780/3757] lr: 9.9627e-03 eta: 2 days, 23:11:00 time: 0.3911 data_time: 0.0154 memory: 17007 grad_norm: 4.0230 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.1935 loss: 4.1935 2022/07/26 20:23:33 - mmengine - INFO - Epoch(train) [8][800/3757] lr: 9.9627e-03 eta: 2 days, 23:10:56 time: 0.4049 data_time: 0.0157 memory: 17007 grad_norm: 4.0852 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.9935 loss: 3.9935 2022/07/26 20:23:41 - mmengine - INFO - Epoch(train) [8][820/3757] lr: 9.9627e-03 eta: 2 days, 23:10:46 time: 0.3903 data_time: 0.0153 memory: 17007 grad_norm: 3.8526 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.0125 loss: 4.0125 2022/07/26 20:23:49 - mmengine - INFO - Epoch(train) [8][840/3757] lr: 9.9627e-03 eta: 2 days, 23:10:38 time: 0.3945 data_time: 0.0171 memory: 17007 grad_norm: 3.9167 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8580 loss: 3.8580 2022/07/26 20:23:57 - mmengine - INFO - Epoch(train) [8][860/3757] lr: 9.9627e-03 eta: 2 days, 23:10:28 time: 0.3904 data_time: 0.0145 memory: 17007 grad_norm: 4.0554 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.9498 loss: 3.9498 2022/07/26 20:24:05 - mmengine - INFO - Epoch(train) [8][880/3757] lr: 9.9627e-03 eta: 2 days, 23:10:21 time: 0.3959 data_time: 0.0167 memory: 17007 grad_norm: 4.0330 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.8200 loss: 3.8200 2022/07/26 20:24:12 - mmengine - INFO - Epoch(train) [8][900/3757] lr: 9.9627e-03 eta: 2 days, 23:10:11 time: 0.3899 data_time: 0.0155 memory: 17007 grad_norm: 4.0002 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.0101 loss: 4.0101 2022/07/26 20:24:20 - mmengine - INFO - Epoch(train) [8][920/3757] lr: 9.9627e-03 eta: 2 days, 23:10:01 time: 0.3911 data_time: 0.0154 memory: 17007 grad_norm: 4.0003 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.1489 loss: 4.1489 2022/07/26 20:24:28 - mmengine - INFO - Epoch(train) [8][940/3757] lr: 9.9627e-03 eta: 2 days, 23:09:52 time: 0.3920 data_time: 0.0152 memory: 17007 grad_norm: 3.9345 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.8420 loss: 3.8420 2022/07/26 20:24:36 - mmengine - INFO - Epoch(train) [8][960/3757] lr: 9.9627e-03 eta: 2 days, 23:09:44 time: 0.3942 data_time: 0.0161 memory: 17007 grad_norm: 3.9781 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 4.1191 loss: 4.1191 2022/07/26 20:24:44 - mmengine - INFO - Epoch(train) [8][980/3757] lr: 9.9627e-03 eta: 2 days, 23:09:35 time: 0.3928 data_time: 0.0154 memory: 17007 grad_norm: 4.0718 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9720 loss: 3.9720 2022/07/26 20:24:52 - mmengine - INFO - Epoch(train) [8][1000/3757] lr: 9.9627e-03 eta: 2 days, 23:09:30 time: 0.4009 data_time: 0.0158 memory: 17007 grad_norm: 4.0879 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 4.1607 loss: 4.1607 2022/07/26 20:25:00 - mmengine - INFO - Epoch(train) [8][1020/3757] lr: 9.9627e-03 eta: 2 days, 23:09:20 time: 0.3905 data_time: 0.0153 memory: 17007 grad_norm: 3.9474 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.8578 loss: 3.8578 2022/07/26 20:25:08 - mmengine - INFO - Epoch(train) [8][1040/3757] lr: 9.9627e-03 eta: 2 days, 23:09:15 time: 0.4003 data_time: 0.0164 memory: 17007 grad_norm: 3.9509 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7862 loss: 3.7862 2022/07/26 20:25:15 - mmengine - INFO - Epoch(train) [8][1060/3757] lr: 9.9627e-03 eta: 2 days, 23:09:05 time: 0.3896 data_time: 0.0145 memory: 17007 grad_norm: 3.9847 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.9669 loss: 3.9669 2022/07/26 20:25:24 - mmengine - INFO - Epoch(train) [8][1080/3757] lr: 9.9627e-03 eta: 2 days, 23:09:03 time: 0.4074 data_time: 0.0158 memory: 17007 grad_norm: 4.0387 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.1176 loss: 4.1176 2022/07/26 20:25:31 - mmengine - INFO - Epoch(train) [8][1100/3757] lr: 9.9627e-03 eta: 2 days, 23:08:53 time: 0.3910 data_time: 0.0151 memory: 17007 grad_norm: 3.9456 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.6764 loss: 3.6764 2022/07/26 20:25:39 - mmengine - INFO - Epoch(train) [8][1120/3757] lr: 9.9627e-03 eta: 2 days, 23:08:44 time: 0.3925 data_time: 0.0161 memory: 17007 grad_norm: 3.8877 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.1990 loss: 4.1990 2022/07/26 20:25:47 - mmengine - INFO - Epoch(train) [8][1140/3757] lr: 9.9627e-03 eta: 2 days, 23:08:39 time: 0.3996 data_time: 0.0166 memory: 17007 grad_norm: 3.9457 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.7426 loss: 3.7426 2022/07/26 20:25:55 - mmengine - INFO - Epoch(train) [8][1160/3757] lr: 9.9627e-03 eta: 2 days, 23:08:30 time: 0.3925 data_time: 0.0160 memory: 17007 grad_norm: 3.8955 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0230 loss: 4.0230 2022/07/26 20:26:03 - mmengine - INFO - Epoch(train) [8][1180/3757] lr: 9.9627e-03 eta: 2 days, 23:08:24 time: 0.4004 data_time: 0.0171 memory: 17007 grad_norm: 3.9461 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.9670 loss: 3.9670 2022/07/26 20:26:11 - mmengine - INFO - Epoch(train) [8][1200/3757] lr: 9.9627e-03 eta: 2 days, 23:08:16 time: 0.3931 data_time: 0.0166 memory: 17007 grad_norm: 3.9804 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.8932 loss: 3.8932 2022/07/26 20:26:19 - mmengine - INFO - Epoch(train) [8][1220/3757] lr: 9.9627e-03 eta: 2 days, 23:08:09 time: 0.3970 data_time: 0.0147 memory: 17007 grad_norm: 3.9275 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.9510 loss: 3.9510 2022/07/26 20:26:27 - mmengine - INFO - Epoch(train) [8][1240/3757] lr: 9.9627e-03 eta: 2 days, 23:07:59 time: 0.3910 data_time: 0.0157 memory: 17007 grad_norm: 4.0482 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0823 loss: 4.0823 2022/07/26 20:26:35 - mmengine - INFO - Epoch(train) [8][1260/3757] lr: 9.9627e-03 eta: 2 days, 23:07:52 time: 0.3961 data_time: 0.0153 memory: 17007 grad_norm: 3.9989 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9780 loss: 3.9780 2022/07/26 20:26:43 - mmengine - INFO - Epoch(train) [8][1280/3757] lr: 9.9627e-03 eta: 2 days, 23:07:42 time: 0.3910 data_time: 0.0148 memory: 17007 grad_norm: 4.0734 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6978 loss: 3.6978 2022/07/26 20:26:50 - mmengine - INFO - Epoch(train) [8][1300/3757] lr: 9.9627e-03 eta: 2 days, 23:07:32 time: 0.3897 data_time: 0.0144 memory: 17007 grad_norm: 4.0088 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.9434 loss: 3.9434 2022/07/26 20:26:58 - mmengine - INFO - Epoch(train) [8][1320/3757] lr: 9.9627e-03 eta: 2 days, 23:07:25 time: 0.3961 data_time: 0.0174 memory: 17007 grad_norm: 4.0064 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.9285 loss: 3.9285 2022/07/26 20:27:06 - mmengine - INFO - Epoch(train) [8][1340/3757] lr: 9.9627e-03 eta: 2 days, 23:07:18 time: 0.3977 data_time: 0.0151 memory: 17007 grad_norm: 3.8659 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9530 loss: 3.9530 2022/07/26 20:27:14 - mmengine - INFO - Epoch(train) [8][1360/3757] lr: 9.9627e-03 eta: 2 days, 23:07:08 time: 0.3902 data_time: 0.0157 memory: 17007 grad_norm: 3.9698 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.1108 loss: 4.1108 2022/07/26 20:27:22 - mmengine - INFO - Epoch(train) [8][1380/3757] lr: 9.9627e-03 eta: 2 days, 23:06:58 time: 0.3909 data_time: 0.0143 memory: 17007 grad_norm: 4.0553 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.1170 loss: 4.1170 2022/07/26 20:27:30 - mmengine - INFO - Epoch(train) [8][1400/3757] lr: 9.9627e-03 eta: 2 days, 23:06:50 time: 0.3929 data_time: 0.0164 memory: 17007 grad_norm: 4.0177 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.8418 loss: 3.8418 2022/07/26 20:27:38 - mmengine - INFO - Epoch(train) [8][1420/3757] lr: 9.9627e-03 eta: 2 days, 23:06:40 time: 0.3914 data_time: 0.0140 memory: 17007 grad_norm: 3.9379 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.8325 loss: 3.8325 2022/07/26 20:27:45 - mmengine - INFO - Epoch(train) [8][1440/3757] lr: 9.9627e-03 eta: 2 days, 23:06:32 time: 0.3934 data_time: 0.0176 memory: 17007 grad_norm: 3.8580 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.9525 loss: 3.9525 2022/07/26 20:27:53 - mmengine - INFO - Epoch(train) [8][1460/3757] lr: 9.9627e-03 eta: 2 days, 23:06:22 time: 0.3911 data_time: 0.0147 memory: 17007 grad_norm: 3.9404 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.9925 loss: 3.9925 2022/07/26 20:28:01 - mmengine - INFO - Epoch(train) [8][1480/3757] lr: 9.9627e-03 eta: 2 days, 23:06:13 time: 0.3926 data_time: 0.0169 memory: 17007 grad_norm: 3.9668 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.1585 loss: 4.1585 2022/07/26 20:28:09 - mmengine - INFO - Epoch(train) [8][1500/3757] lr: 9.9627e-03 eta: 2 days, 23:06:14 time: 0.4138 data_time: 0.0159 memory: 17007 grad_norm: 4.0325 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.8520 loss: 3.8520 2022/07/26 20:28:17 - mmengine - INFO - Epoch(train) [8][1520/3757] lr: 9.9627e-03 eta: 2 days, 23:06:04 time: 0.3892 data_time: 0.0150 memory: 17007 grad_norm: 4.0938 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7436 loss: 3.7436 2022/07/26 20:28:25 - mmengine - INFO - Epoch(train) [8][1540/3757] lr: 9.9627e-03 eta: 2 days, 23:05:57 time: 0.3973 data_time: 0.0160 memory: 17007 grad_norm: 3.9621 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.0568 loss: 4.0568 2022/07/26 20:28:33 - mmengine - INFO - Epoch(train) [8][1560/3757] lr: 9.9627e-03 eta: 2 days, 23:05:48 time: 0.3920 data_time: 0.0159 memory: 17007 grad_norm: 4.0196 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9868 loss: 3.9868 2022/07/26 20:28:41 - mmengine - INFO - Epoch(train) [8][1580/3757] lr: 9.9627e-03 eta: 2 days, 23:05:38 time: 0.3900 data_time: 0.0154 memory: 17007 grad_norm: 3.9970 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.8900 loss: 3.8900 2022/07/26 20:28:49 - mmengine - INFO - Epoch(train) [8][1600/3757] lr: 9.9627e-03 eta: 2 days, 23:05:31 time: 0.3979 data_time: 0.0162 memory: 17007 grad_norm: 3.9795 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9413 loss: 3.9413 2022/07/26 20:28:56 - mmengine - INFO - Epoch(train) [8][1620/3757] lr: 9.9627e-03 eta: 2 days, 23:05:22 time: 0.3905 data_time: 0.0142 memory: 17007 grad_norm: 4.0325 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.1354 loss: 4.1354 2022/07/26 20:29:04 - mmengine - INFO - Epoch(train) [8][1640/3757] lr: 9.9627e-03 eta: 2 days, 23:05:14 time: 0.3958 data_time: 0.0171 memory: 17007 grad_norm: 3.9023 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 4.0225 loss: 4.0225 2022/07/26 20:29:12 - mmengine - INFO - Epoch(train) [8][1660/3757] lr: 9.9627e-03 eta: 2 days, 23:05:04 time: 0.3901 data_time: 0.0148 memory: 17007 grad_norm: 3.8501 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.6627 loss: 3.6627 2022/07/26 20:29:20 - mmengine - INFO - Epoch(train) [8][1680/3757] lr: 9.9627e-03 eta: 2 days, 23:04:55 time: 0.3911 data_time: 0.0156 memory: 17007 grad_norm: 3.8946 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 4.0569 loss: 4.0569 2022/07/26 20:29:28 - mmengine - INFO - Epoch(train) [8][1700/3757] lr: 9.9627e-03 eta: 2 days, 23:04:46 time: 0.3929 data_time: 0.0158 memory: 17007 grad_norm: 3.8792 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.1143 loss: 4.1143 2022/07/26 20:29:28 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 20:29:36 - mmengine - INFO - Epoch(train) [8][1720/3757] lr: 9.9627e-03 eta: 2 days, 23:04:37 time: 0.3926 data_time: 0.0164 memory: 17007 grad_norm: 3.9548 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.9608 loss: 3.9608 2022/07/26 20:29:44 - mmengine - INFO - Epoch(train) [8][1740/3757] lr: 9.9627e-03 eta: 2 days, 23:04:27 time: 0.3911 data_time: 0.0158 memory: 17007 grad_norm: 4.1048 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.7338 loss: 3.7338 2022/07/26 20:29:51 - mmengine - INFO - Epoch(train) [8][1760/3757] lr: 9.9627e-03 eta: 2 days, 23:04:18 time: 0.3916 data_time: 0.0162 memory: 17007 grad_norm: 4.0446 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1760 loss: 4.1760 2022/07/26 20:29:59 - mmengine - INFO - Epoch(train) [8][1780/3757] lr: 9.9627e-03 eta: 2 days, 23:04:15 time: 0.4055 data_time: 0.0141 memory: 17007 grad_norm: 4.0137 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.1933 loss: 4.1933 2022/07/26 20:30:07 - mmengine - INFO - Epoch(train) [8][1800/3757] lr: 9.9627e-03 eta: 2 days, 23:04:06 time: 0.3917 data_time: 0.0165 memory: 17007 grad_norm: 4.0141 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.9012 loss: 3.9012 2022/07/26 20:30:15 - mmengine - INFO - Epoch(train) [8][1820/3757] lr: 9.9627e-03 eta: 2 days, 23:03:57 time: 0.3923 data_time: 0.0164 memory: 17007 grad_norm: 3.9956 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7093 loss: 3.7093 2022/07/26 20:30:23 - mmengine - INFO - Epoch(train) [8][1840/3757] lr: 9.9627e-03 eta: 2 days, 23:03:53 time: 0.4026 data_time: 0.0169 memory: 17007 grad_norm: 4.0559 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8845 loss: 3.8845 2022/07/26 20:30:31 - mmengine - INFO - Epoch(train) [8][1860/3757] lr: 9.9627e-03 eta: 2 days, 23:03:43 time: 0.3904 data_time: 0.0151 memory: 17007 grad_norm: 3.9258 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8893 loss: 3.8893 2022/07/26 20:30:39 - mmengine - INFO - Epoch(train) [8][1880/3757] lr: 9.9627e-03 eta: 2 days, 23:03:35 time: 0.3945 data_time: 0.0161 memory: 17007 grad_norm: 3.9921 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6923 loss: 3.6923 2022/07/26 20:30:47 - mmengine - INFO - Epoch(train) [8][1900/3757] lr: 9.9627e-03 eta: 2 days, 23:03:27 time: 0.3954 data_time: 0.0150 memory: 17007 grad_norm: 3.9443 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.1522 loss: 4.1522 2022/07/26 20:30:55 - mmengine - INFO - Epoch(train) [8][1920/3757] lr: 9.9627e-03 eta: 2 days, 23:03:18 time: 0.3928 data_time: 0.0175 memory: 17007 grad_norm: 3.9785 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.7546 loss: 3.7546 2022/07/26 20:31:03 - mmengine - INFO - Epoch(train) [8][1940/3757] lr: 9.9627e-03 eta: 2 days, 23:03:13 time: 0.4000 data_time: 0.0138 memory: 17007 grad_norm: 4.0941 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.9739 loss: 3.9739 2022/07/26 20:31:10 - mmengine - INFO - Epoch(train) [8][1960/3757] lr: 9.9627e-03 eta: 2 days, 23:03:03 time: 0.3905 data_time: 0.0156 memory: 17007 grad_norm: 4.0377 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.7482 loss: 3.7482 2022/07/26 20:31:18 - mmengine - INFO - Epoch(train) [8][1980/3757] lr: 9.9627e-03 eta: 2 days, 23:02:54 time: 0.3914 data_time: 0.0144 memory: 17007 grad_norm: 3.9677 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4685 loss: 3.4685 2022/07/26 20:31:26 - mmengine - INFO - Epoch(train) [8][2000/3757] lr: 9.9627e-03 eta: 2 days, 23:02:45 time: 0.3923 data_time: 0.0157 memory: 17007 grad_norm: 4.0024 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.0035 loss: 4.0035 2022/07/26 20:31:34 - mmengine - INFO - Epoch(train) [8][2020/3757] lr: 9.9627e-03 eta: 2 days, 23:02:35 time: 0.3912 data_time: 0.0139 memory: 17007 grad_norm: 4.0159 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.8682 loss: 3.8682 2022/07/26 20:31:42 - mmengine - INFO - Epoch(train) [8][2040/3757] lr: 9.9627e-03 eta: 2 days, 23:02:25 time: 0.3908 data_time: 0.0157 memory: 17007 grad_norm: 4.0750 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.9646 loss: 3.9646 2022/07/26 20:31:50 - mmengine - INFO - Epoch(train) [8][2060/3757] lr: 9.9627e-03 eta: 2 days, 23:02:16 time: 0.3915 data_time: 0.0147 memory: 17007 grad_norm: 3.9451 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.8597 loss: 3.8597 2022/07/26 20:31:58 - mmengine - INFO - Epoch(train) [8][2080/3757] lr: 9.9627e-03 eta: 2 days, 23:02:07 time: 0.3931 data_time: 0.0176 memory: 17007 grad_norm: 4.0064 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0746 loss: 4.0746 2022/07/26 20:32:05 - mmengine - INFO - Epoch(train) [8][2100/3757] lr: 9.9627e-03 eta: 2 days, 23:01:59 time: 0.3939 data_time: 0.0138 memory: 17007 grad_norm: 4.0020 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2136 loss: 4.2136 2022/07/26 20:32:13 - mmengine - INFO - Epoch(train) [8][2120/3757] lr: 9.9627e-03 eta: 2 days, 23:01:49 time: 0.3902 data_time: 0.0146 memory: 17007 grad_norm: 3.9557 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.9213 loss: 3.9213 2022/07/26 20:32:21 - mmengine - INFO - Epoch(train) [8][2140/3757] lr: 9.9627e-03 eta: 2 days, 23:01:39 time: 0.3901 data_time: 0.0148 memory: 17007 grad_norm: 4.0573 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9770 loss: 3.9770 2022/07/26 20:32:29 - mmengine - INFO - Epoch(train) [8][2160/3757] lr: 9.9627e-03 eta: 2 days, 23:01:35 time: 0.4032 data_time: 0.0156 memory: 17007 grad_norm: 3.9922 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.7628 loss: 3.7628 2022/07/26 20:32:37 - mmengine - INFO - Epoch(train) [8][2180/3757] lr: 9.9627e-03 eta: 2 days, 23:01:27 time: 0.3930 data_time: 0.0165 memory: 17007 grad_norm: 4.0800 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 3.7998 loss: 3.7998 2022/07/26 20:32:45 - mmengine - INFO - Epoch(train) [8][2200/3757] lr: 9.9627e-03 eta: 2 days, 23:01:24 time: 0.4071 data_time: 0.0167 memory: 17007 grad_norm: 3.9430 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.9929 loss: 3.9929 2022/07/26 20:32:53 - mmengine - INFO - Epoch(train) [8][2220/3757] lr: 9.9627e-03 eta: 2 days, 23:01:15 time: 0.3909 data_time: 0.0146 memory: 17007 grad_norm: 4.0687 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.9045 loss: 3.9045 2022/07/26 20:33:01 - mmengine - INFO - Epoch(train) [8][2240/3757] lr: 9.9627e-03 eta: 2 days, 23:01:05 time: 0.3911 data_time: 0.0158 memory: 17007 grad_norm: 4.0035 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9702 loss: 3.9702 2022/07/26 20:33:09 - mmengine - INFO - Epoch(train) [8][2260/3757] lr: 9.9627e-03 eta: 2 days, 23:00:56 time: 0.3924 data_time: 0.0144 memory: 17007 grad_norm: 4.0966 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.8778 loss: 3.8778 2022/07/26 20:33:16 - mmengine - INFO - Epoch(train) [8][2280/3757] lr: 9.9627e-03 eta: 2 days, 23:00:48 time: 0.3938 data_time: 0.0168 memory: 17007 grad_norm: 4.0536 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.9786 loss: 3.9786 2022/07/26 20:33:24 - mmengine - INFO - Epoch(train) [8][2300/3757] lr: 9.9627e-03 eta: 2 days, 23:00:38 time: 0.3909 data_time: 0.0151 memory: 17007 grad_norm: 4.0961 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9730 loss: 3.9730 2022/07/26 20:33:32 - mmengine - INFO - Epoch(train) [8][2320/3757] lr: 9.9627e-03 eta: 2 days, 23:00:29 time: 0.3911 data_time: 0.0156 memory: 17007 grad_norm: 3.9877 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.7155 loss: 3.7155 2022/07/26 20:33:40 - mmengine - INFO - Epoch(train) [8][2340/3757] lr: 9.9627e-03 eta: 2 days, 23:00:21 time: 0.3940 data_time: 0.0158 memory: 17007 grad_norm: 4.1820 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.9258 loss: 3.9258 2022/07/26 20:33:48 - mmengine - INFO - Epoch(train) [8][2360/3757] lr: 9.9627e-03 eta: 2 days, 23:00:12 time: 0.3928 data_time: 0.0152 memory: 17007 grad_norm: 4.0619 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.8134 loss: 3.8134 2022/07/26 20:33:56 - mmengine - INFO - Epoch(train) [8][2380/3757] lr: 9.9627e-03 eta: 2 days, 23:00:04 time: 0.3938 data_time: 0.0161 memory: 17007 grad_norm: 4.0395 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.8671 loss: 3.8671 2022/07/26 20:34:04 - mmengine - INFO - Epoch(train) [8][2400/3757] lr: 9.9627e-03 eta: 2 days, 22:59:55 time: 0.3942 data_time: 0.0167 memory: 17007 grad_norm: 4.0161 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9498 loss: 3.9498 2022/07/26 20:34:11 - mmengine - INFO - Epoch(train) [8][2420/3757] lr: 9.9627e-03 eta: 2 days, 22:59:45 time: 0.3897 data_time: 0.0140 memory: 17007 grad_norm: 3.9813 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.9852 loss: 3.9852 2022/07/26 20:34:19 - mmengine - INFO - Epoch(train) [8][2440/3757] lr: 9.9627e-03 eta: 2 days, 22:59:37 time: 0.3945 data_time: 0.0160 memory: 17007 grad_norm: 4.0154 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.7983 loss: 3.7983 2022/07/26 20:34:27 - mmengine - INFO - Epoch(train) [8][2460/3757] lr: 9.9627e-03 eta: 2 days, 22:59:31 time: 0.3972 data_time: 0.0147 memory: 17007 grad_norm: 4.0257 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.0628 loss: 4.0628 2022/07/26 20:34:35 - mmengine - INFO - Epoch(train) [8][2480/3757] lr: 9.9627e-03 eta: 2 days, 22:59:21 time: 0.3912 data_time: 0.0160 memory: 17007 grad_norm: 3.9001 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9578 loss: 3.9578 2022/07/26 20:34:43 - mmengine - INFO - Epoch(train) [8][2500/3757] lr: 9.9627e-03 eta: 2 days, 22:59:15 time: 0.3979 data_time: 0.0161 memory: 17007 grad_norm: 4.0232 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.9131 loss: 3.9131 2022/07/26 20:34:51 - mmengine - INFO - Epoch(train) [8][2520/3757] lr: 9.9627e-03 eta: 2 days, 22:59:05 time: 0.3910 data_time: 0.0158 memory: 17007 grad_norm: 4.0440 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.8309 loss: 3.8309 2022/07/26 20:34:59 - mmengine - INFO - Epoch(train) [8][2540/3757] lr: 9.9627e-03 eta: 2 days, 22:58:56 time: 0.3912 data_time: 0.0148 memory: 17007 grad_norm: 4.0885 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.0187 loss: 4.0187 2022/07/26 20:35:07 - mmengine - INFO - Epoch(train) [8][2560/3757] lr: 9.9627e-03 eta: 2 days, 22:58:47 time: 0.3935 data_time: 0.0164 memory: 17007 grad_norm: 3.9929 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.9520 loss: 3.9520 2022/07/26 20:35:14 - mmengine - INFO - Epoch(train) [8][2580/3757] lr: 9.9627e-03 eta: 2 days, 22:58:38 time: 0.3928 data_time: 0.0163 memory: 17007 grad_norm: 3.9808 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.9617 loss: 3.9617 2022/07/26 20:35:22 - mmengine - INFO - Epoch(train) [8][2600/3757] lr: 9.9627e-03 eta: 2 days, 22:58:29 time: 0.3904 data_time: 0.0154 memory: 17007 grad_norm: 4.1677 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.1234 loss: 4.1234 2022/07/26 20:35:30 - mmengine - INFO - Epoch(train) [8][2620/3757] lr: 9.9627e-03 eta: 2 days, 22:58:22 time: 0.3987 data_time: 0.0149 memory: 17007 grad_norm: 4.3191 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.9675 loss: 3.9675 2022/07/26 20:35:38 - mmengine - INFO - Epoch(train) [8][2640/3757] lr: 9.9627e-03 eta: 2 days, 22:58:14 time: 0.3934 data_time: 0.0156 memory: 17007 grad_norm: 4.0041 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8909 loss: 3.8909 2022/07/26 20:35:46 - mmengine - INFO - Epoch(train) [8][2660/3757] lr: 9.9627e-03 eta: 2 days, 22:58:08 time: 0.3996 data_time: 0.0148 memory: 17007 grad_norm: 3.9974 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.2516 loss: 4.2516 2022/07/26 20:35:54 - mmengine - INFO - Epoch(train) [8][2680/3757] lr: 9.9627e-03 eta: 2 days, 22:58:01 time: 0.3958 data_time: 0.0171 memory: 17007 grad_norm: 3.9730 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9576 loss: 3.9576 2022/07/26 20:36:02 - mmengine - INFO - Epoch(train) [8][2700/3757] lr: 9.9627e-03 eta: 2 days, 22:57:51 time: 0.3909 data_time: 0.0149 memory: 17007 grad_norm: 4.0003 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9146 loss: 3.9146 2022/07/26 20:36:02 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 20:36:10 - mmengine - INFO - Epoch(train) [8][2720/3757] lr: 9.9627e-03 eta: 2 days, 22:57:41 time: 0.3900 data_time: 0.0150 memory: 17007 grad_norm: 3.8581 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.8024 loss: 3.8024 2022/07/26 20:36:17 - mmengine - INFO - Epoch(train) [8][2740/3757] lr: 9.9627e-03 eta: 2 days, 22:57:32 time: 0.3919 data_time: 0.0152 memory: 17007 grad_norm: 4.1020 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.7002 loss: 3.7002 2022/07/26 20:36:25 - mmengine - INFO - Epoch(train) [8][2760/3757] lr: 9.9627e-03 eta: 2 days, 22:57:23 time: 0.3926 data_time: 0.0169 memory: 17007 grad_norm: 4.0025 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.0549 loss: 4.0549 2022/07/26 20:36:33 - mmengine - INFO - Epoch(train) [8][2780/3757] lr: 9.9627e-03 eta: 2 days, 22:57:16 time: 0.3963 data_time: 0.0156 memory: 17007 grad_norm: 4.0066 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.8092 loss: 3.8092 2022/07/26 20:36:41 - mmengine - INFO - Epoch(train) [8][2800/3757] lr: 9.9627e-03 eta: 2 days, 22:57:07 time: 0.3917 data_time: 0.0160 memory: 17007 grad_norm: 4.1208 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.2229 loss: 4.2229 2022/07/26 20:36:49 - mmengine - INFO - Epoch(train) [8][2820/3757] lr: 9.9627e-03 eta: 2 days, 22:56:58 time: 0.3915 data_time: 0.0150 memory: 17007 grad_norm: 3.9465 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.8211 loss: 3.8211 2022/07/26 20:36:57 - mmengine - INFO - Epoch(train) [8][2840/3757] lr: 9.9627e-03 eta: 2 days, 22:56:49 time: 0.3918 data_time: 0.0153 memory: 17007 grad_norm: 4.0310 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7427 loss: 3.7427 2022/07/26 20:37:05 - mmengine - INFO - Epoch(train) [8][2860/3757] lr: 9.9627e-03 eta: 2 days, 22:56:39 time: 0.3915 data_time: 0.0158 memory: 17007 grad_norm: 4.0909 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.8252 loss: 3.8252 2022/07/26 20:37:12 - mmengine - INFO - Epoch(train) [8][2880/3757] lr: 9.9627e-03 eta: 2 days, 22:56:29 time: 0.3904 data_time: 0.0153 memory: 17007 grad_norm: 4.0150 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.8971 loss: 3.8971 2022/07/26 20:37:21 - mmengine - INFO - Epoch(train) [8][2900/3757] lr: 9.9627e-03 eta: 2 days, 22:56:29 time: 0.4113 data_time: 0.0148 memory: 17007 grad_norm: 3.9035 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.9378 loss: 3.9378 2022/07/26 20:37:28 - mmengine - INFO - Epoch(train) [8][2920/3757] lr: 9.9627e-03 eta: 2 days, 22:56:19 time: 0.3910 data_time: 0.0158 memory: 17007 grad_norm: 4.0061 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9739 loss: 3.9739 2022/07/26 20:37:36 - mmengine - INFO - Epoch(train) [8][2940/3757] lr: 9.9627e-03 eta: 2 days, 22:56:15 time: 0.4023 data_time: 0.0153 memory: 17007 grad_norm: 4.0630 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7869 loss: 3.7869 2022/07/26 20:37:44 - mmengine - INFO - Epoch(train) [8][2960/3757] lr: 9.9627e-03 eta: 2 days, 22:56:06 time: 0.3921 data_time: 0.0156 memory: 17007 grad_norm: 3.9646 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.0319 loss: 4.0319 2022/07/26 20:37:52 - mmengine - INFO - Epoch(train) [8][2980/3757] lr: 9.9627e-03 eta: 2 days, 22:55:56 time: 0.3905 data_time: 0.0151 memory: 17007 grad_norm: 3.8460 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9452 loss: 3.9452 2022/07/26 20:38:00 - mmengine - INFO - Epoch(train) [8][3000/3757] lr: 9.9627e-03 eta: 2 days, 22:55:47 time: 0.3924 data_time: 0.0163 memory: 17007 grad_norm: 3.9249 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.8082 loss: 3.8082 2022/07/26 20:38:08 - mmengine - INFO - Epoch(train) [8][3020/3757] lr: 9.9627e-03 eta: 2 days, 22:55:38 time: 0.3908 data_time: 0.0150 memory: 17007 grad_norm: 4.0335 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8809 loss: 3.8809 2022/07/26 20:38:16 - mmengine - INFO - Epoch(train) [8][3040/3757] lr: 9.9627e-03 eta: 2 days, 22:55:30 time: 0.3946 data_time: 0.0167 memory: 17007 grad_norm: 3.9588 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7697 loss: 3.7697 2022/07/26 20:38:23 - mmengine - INFO - Epoch(train) [8][3060/3757] lr: 9.9627e-03 eta: 2 days, 22:55:20 time: 0.3905 data_time: 0.0139 memory: 17007 grad_norm: 3.9867 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.9463 loss: 3.9463 2022/07/26 20:38:31 - mmengine - INFO - Epoch(train) [8][3080/3757] lr: 9.9627e-03 eta: 2 days, 22:55:10 time: 0.3902 data_time: 0.0148 memory: 17007 grad_norm: 4.1036 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0155 loss: 4.0155 2022/07/26 20:38:39 - mmengine - INFO - Epoch(train) [8][3100/3757] lr: 9.9627e-03 eta: 2 days, 22:55:01 time: 0.3914 data_time: 0.0155 memory: 17007 grad_norm: 4.1318 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.6306 loss: 3.6306 2022/07/26 20:38:47 - mmengine - INFO - Epoch(train) [8][3120/3757] lr: 9.9627e-03 eta: 2 days, 22:54:52 time: 0.3930 data_time: 0.0165 memory: 17007 grad_norm: 4.0700 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8535 loss: 3.8535 2022/07/26 20:38:55 - mmengine - INFO - Epoch(train) [8][3140/3757] lr: 9.9627e-03 eta: 2 days, 22:54:46 time: 0.3980 data_time: 0.0146 memory: 17007 grad_norm: 4.1071 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.7748 loss: 3.7748 2022/07/26 20:39:03 - mmengine - INFO - Epoch(train) [8][3160/3757] lr: 9.9627e-03 eta: 2 days, 22:54:37 time: 0.3921 data_time: 0.0154 memory: 17007 grad_norm: 4.1500 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.9315 loss: 3.9315 2022/07/26 20:39:11 - mmengine - INFO - Epoch(train) [8][3180/3757] lr: 9.9627e-03 eta: 2 days, 22:54:28 time: 0.3920 data_time: 0.0150 memory: 17007 grad_norm: 4.1191 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.7365 loss: 3.7365 2022/07/26 20:39:19 - mmengine - INFO - Epoch(train) [8][3200/3757] lr: 9.9627e-03 eta: 2 days, 22:54:20 time: 0.3964 data_time: 0.0156 memory: 17007 grad_norm: 3.9547 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7313 loss: 3.7313 2022/07/26 20:39:26 - mmengine - INFO - Epoch(train) [8][3220/3757] lr: 9.9627e-03 eta: 2 days, 22:54:11 time: 0.3922 data_time: 0.0150 memory: 17007 grad_norm: 4.0294 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.9880 loss: 3.9880 2022/07/26 20:39:34 - mmengine - INFO - Epoch(train) [8][3240/3757] lr: 9.9627e-03 eta: 2 days, 22:54:02 time: 0.3911 data_time: 0.0156 memory: 17007 grad_norm: 4.0394 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.8746 loss: 3.8746 2022/07/26 20:39:42 - mmengine - INFO - Epoch(train) [8][3260/3757] lr: 9.9627e-03 eta: 2 days, 22:53:52 time: 0.3890 data_time: 0.0142 memory: 17007 grad_norm: 4.1459 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8578 loss: 3.8578 2022/07/26 20:39:50 - mmengine - INFO - Epoch(train) [8][3280/3757] lr: 9.9627e-03 eta: 2 days, 22:53:43 time: 0.3939 data_time: 0.0161 memory: 17007 grad_norm: 4.0487 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.1904 loss: 4.1904 2022/07/26 20:39:58 - mmengine - INFO - Epoch(train) [8][3300/3757] lr: 9.9627e-03 eta: 2 days, 22:53:35 time: 0.3938 data_time: 0.0147 memory: 17007 grad_norm: 3.9920 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.8865 loss: 3.8865 2022/07/26 20:40:06 - mmengine - INFO - Epoch(train) [8][3320/3757] lr: 9.9627e-03 eta: 2 days, 22:53:27 time: 0.3934 data_time: 0.0169 memory: 17007 grad_norm: 4.0603 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5285 loss: 3.5285 2022/07/26 20:40:14 - mmengine - INFO - Epoch(train) [8][3340/3757] lr: 9.9627e-03 eta: 2 days, 22:53:25 time: 0.4097 data_time: 0.0168 memory: 17007 grad_norm: 4.1672 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9193 loss: 3.9193 2022/07/26 20:40:22 - mmengine - INFO - Epoch(train) [8][3360/3757] lr: 9.9627e-03 eta: 2 days, 22:53:16 time: 0.3915 data_time: 0.0163 memory: 17007 grad_norm: 4.0270 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5982 loss: 3.5982 2022/07/26 20:40:29 - mmengine - INFO - Epoch(train) [8][3380/3757] lr: 9.9627e-03 eta: 2 days, 22:53:07 time: 0.3910 data_time: 0.0148 memory: 17007 grad_norm: 4.0343 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9611 loss: 3.9611 2022/07/26 20:40:37 - mmengine - INFO - Epoch(train) [8][3400/3757] lr: 9.9627e-03 eta: 2 days, 22:52:58 time: 0.3932 data_time: 0.0159 memory: 17007 grad_norm: 4.0971 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.0051 loss: 4.0051 2022/07/26 20:40:45 - mmengine - INFO - Epoch(train) [8][3420/3757] lr: 9.9627e-03 eta: 2 days, 22:52:49 time: 0.3918 data_time: 0.0154 memory: 17007 grad_norm: 4.0582 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.9429 loss: 3.9429 2022/07/26 20:40:53 - mmengine - INFO - Epoch(train) [8][3440/3757] lr: 9.9627e-03 eta: 2 days, 22:52:40 time: 0.3915 data_time: 0.0154 memory: 17007 grad_norm: 4.0165 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.9145 loss: 3.9145 2022/07/26 20:41:01 - mmengine - INFO - Epoch(train) [8][3460/3757] lr: 9.9627e-03 eta: 2 days, 22:52:30 time: 0.3911 data_time: 0.0144 memory: 17007 grad_norm: 3.9529 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.2670 loss: 4.2670 2022/07/26 20:41:09 - mmengine - INFO - Epoch(train) [8][3480/3757] lr: 9.9627e-03 eta: 2 days, 22:52:21 time: 0.3925 data_time: 0.0164 memory: 17007 grad_norm: 4.0226 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.0247 loss: 4.0247 2022/07/26 20:41:16 - mmengine - INFO - Epoch(train) [8][3500/3757] lr: 9.9627e-03 eta: 2 days, 22:52:13 time: 0.3927 data_time: 0.0146 memory: 17007 grad_norm: 4.1910 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9769 loss: 3.9769 2022/07/26 20:41:24 - mmengine - INFO - Epoch(train) [8][3520/3757] lr: 9.9627e-03 eta: 2 days, 22:52:04 time: 0.3927 data_time: 0.0160 memory: 17007 grad_norm: 4.0900 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.7859 loss: 3.7859 2022/07/26 20:41:32 - mmengine - INFO - Epoch(train) [8][3540/3757] lr: 9.9627e-03 eta: 2 days, 22:51:54 time: 0.3898 data_time: 0.0136 memory: 17007 grad_norm: 4.0127 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.8290 loss: 3.8290 2022/07/26 20:41:40 - mmengine - INFO - Epoch(train) [8][3560/3757] lr: 9.9627e-03 eta: 2 days, 22:51:44 time: 0.3905 data_time: 0.0149 memory: 17007 grad_norm: 4.0259 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.8498 loss: 3.8498 2022/07/26 20:41:48 - mmengine - INFO - Epoch(train) [8][3580/3757] lr: 9.9627e-03 eta: 2 days, 22:51:36 time: 0.3932 data_time: 0.0161 memory: 17007 grad_norm: 4.0717 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.1162 loss: 4.1162 2022/07/26 20:41:56 - mmengine - INFO - Epoch(train) [8][3600/3757] lr: 9.9627e-03 eta: 2 days, 22:51:28 time: 0.3965 data_time: 0.0171 memory: 17007 grad_norm: 4.0271 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8956 loss: 3.8956 2022/07/26 20:42:04 - mmengine - INFO - Epoch(train) [8][3620/3757] lr: 9.9627e-03 eta: 2 days, 22:51:19 time: 0.3913 data_time: 0.0152 memory: 17007 grad_norm: 4.0516 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9461 loss: 3.9461 2022/07/26 20:42:11 - mmengine - INFO - Epoch(train) [8][3640/3757] lr: 9.9627e-03 eta: 2 days, 22:51:10 time: 0.3915 data_time: 0.0162 memory: 17007 grad_norm: 3.9508 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.0975 loss: 4.0975 2022/07/26 20:42:19 - mmengine - INFO - Epoch(train) [8][3660/3757] lr: 9.9627e-03 eta: 2 days, 22:51:03 time: 0.3969 data_time: 0.0137 memory: 17007 grad_norm: 3.9463 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.7437 loss: 3.7437 2022/07/26 20:42:27 - mmengine - INFO - Epoch(train) [8][3680/3757] lr: 9.9627e-03 eta: 2 days, 22:50:54 time: 0.3917 data_time: 0.0151 memory: 17007 grad_norm: 4.0949 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8549 loss: 3.8549 2022/07/26 20:42:35 - mmengine - INFO - Epoch(train) [8][3700/3757] lr: 9.9627e-03 eta: 2 days, 22:50:45 time: 0.3917 data_time: 0.0153 memory: 17007 grad_norm: 4.1150 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.8834 loss: 3.8834 2022/07/26 20:42:35 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 20:42:43 - mmengine - INFO - Epoch(train) [8][3720/3757] lr: 9.9627e-03 eta: 2 days, 22:50:35 time: 0.3916 data_time: 0.0158 memory: 17007 grad_norm: 3.9570 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.9368 loss: 3.9368 2022/07/26 20:42:51 - mmengine - INFO - Epoch(train) [8][3740/3757] lr: 9.9627e-03 eta: 2 days, 22:50:26 time: 0.3915 data_time: 0.0152 memory: 17007 grad_norm: 4.0181 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.9100 loss: 3.9100 2022/07/26 20:42:58 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 20:42:58 - mmengine - INFO - Epoch(train) [8][3757/3757] lr: 9.9627e-03 eta: 2 days, 22:50:26 time: 0.4030 data_time: 0.0168 memory: 17007 grad_norm: 4.0771 top1_acc: 0.1429 top5_acc: 0.2857 loss_cls: 3.9762 loss: 3.9762 2022/07/26 20:42:58 - mmengine - INFO - Saving checkpoint at 8 epochs 2022/07/26 20:43:08 - mmengine - INFO - Epoch(train) [9][20/3757] lr: 9.9513e-03 eta: 2 days, 22:48:15 time: 0.4586 data_time: 0.0806 memory: 17007 grad_norm: 3.8888 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.5031 loss: 3.5031 2022/07/26 20:43:16 - mmengine - INFO - Epoch(train) [9][40/3757] lr: 9.9513e-03 eta: 2 days, 22:48:08 time: 0.3979 data_time: 0.0173 memory: 17007 grad_norm: 4.1014 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8455 loss: 3.8455 2022/07/26 20:43:24 - mmengine - INFO - Epoch(train) [9][60/3757] lr: 9.9513e-03 eta: 2 days, 22:47:59 time: 0.3906 data_time: 0.0148 memory: 17007 grad_norm: 4.1306 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.7414 loss: 3.7414 2022/07/26 20:43:32 - mmengine - INFO - Epoch(train) [9][80/3757] lr: 9.9513e-03 eta: 2 days, 22:47:50 time: 0.3924 data_time: 0.0165 memory: 17007 grad_norm: 4.0112 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.8920 loss: 3.8920 2022/07/26 20:43:40 - mmengine - INFO - Epoch(train) [9][100/3757] lr: 9.9513e-03 eta: 2 days, 22:47:42 time: 0.3948 data_time: 0.0144 memory: 17007 grad_norm: 4.0659 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6715 loss: 3.6715 2022/07/26 20:43:48 - mmengine - INFO - Epoch(train) [9][120/3757] lr: 9.9513e-03 eta: 2 days, 22:47:34 time: 0.3934 data_time: 0.0160 memory: 17007 grad_norm: 4.1712 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8288 loss: 3.8288 2022/07/26 20:43:56 - mmengine - INFO - Epoch(train) [9][140/3757] lr: 9.9513e-03 eta: 2 days, 22:47:32 time: 0.4092 data_time: 0.0141 memory: 17007 grad_norm: 4.0015 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.8960 loss: 3.8960 2022/07/26 20:44:04 - mmengine - INFO - Epoch(train) [9][160/3757] lr: 9.9513e-03 eta: 2 days, 22:47:23 time: 0.3920 data_time: 0.0160 memory: 17007 grad_norm: 4.1092 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.3119 loss: 4.3119 2022/07/26 20:44:12 - mmengine - INFO - Epoch(train) [9][180/3757] lr: 9.9513e-03 eta: 2 days, 22:47:14 time: 0.3901 data_time: 0.0152 memory: 17007 grad_norm: 3.9279 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6136 loss: 3.6136 2022/07/26 20:44:20 - mmengine - INFO - Epoch(train) [9][200/3757] lr: 9.9513e-03 eta: 2 days, 22:47:06 time: 0.3951 data_time: 0.0162 memory: 17007 grad_norm: 4.0074 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.0488 loss: 4.0488 2022/07/26 20:44:27 - mmengine - INFO - Epoch(train) [9][220/3757] lr: 9.9513e-03 eta: 2 days, 22:46:57 time: 0.3922 data_time: 0.0166 memory: 17007 grad_norm: 4.0579 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7284 loss: 3.7284 2022/07/26 20:44:35 - mmengine - INFO - Epoch(train) [9][240/3757] lr: 9.9513e-03 eta: 2 days, 22:46:49 time: 0.3944 data_time: 0.0176 memory: 17007 grad_norm: 4.0947 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.7377 loss: 3.7377 2022/07/26 20:44:43 - mmengine - INFO - Epoch(train) [9][260/3757] lr: 9.9513e-03 eta: 2 days, 22:46:39 time: 0.3897 data_time: 0.0145 memory: 17007 grad_norm: 4.1130 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.0106 loss: 4.0106 2022/07/26 20:44:51 - mmengine - INFO - Epoch(train) [9][280/3757] lr: 9.9513e-03 eta: 2 days, 22:46:30 time: 0.3914 data_time: 0.0164 memory: 17007 grad_norm: 4.1094 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6698 loss: 3.6698 2022/07/26 20:44:59 - mmengine - INFO - Epoch(train) [9][300/3757] lr: 9.9513e-03 eta: 2 days, 22:46:22 time: 0.3927 data_time: 0.0157 memory: 17007 grad_norm: 4.0845 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8155 loss: 3.8155 2022/07/26 20:45:07 - mmengine - INFO - Epoch(train) [9][320/3757] lr: 9.9513e-03 eta: 2 days, 22:46:12 time: 0.3911 data_time: 0.0153 memory: 17007 grad_norm: 4.0543 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.9930 loss: 3.9930 2022/07/26 20:45:15 - mmengine - INFO - Epoch(train) [9][340/3757] lr: 9.9513e-03 eta: 2 days, 22:46:06 time: 0.3978 data_time: 0.0161 memory: 17007 grad_norm: 4.0288 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.8377 loss: 3.8377 2022/07/26 20:45:22 - mmengine - INFO - Epoch(train) [9][360/3757] lr: 9.9513e-03 eta: 2 days, 22:45:57 time: 0.3914 data_time: 0.0159 memory: 17007 grad_norm: 4.1776 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.8761 loss: 3.8761 2022/07/26 20:45:30 - mmengine - INFO - Epoch(train) [9][380/3757] lr: 9.9513e-03 eta: 2 days, 22:45:47 time: 0.3905 data_time: 0.0155 memory: 17007 grad_norm: 3.9424 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8916 loss: 3.8916 2022/07/26 20:45:38 - mmengine - INFO - Epoch(train) [9][400/3757] lr: 9.9513e-03 eta: 2 days, 22:45:39 time: 0.3942 data_time: 0.0172 memory: 17007 grad_norm: 4.0346 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.8898 loss: 3.8898 2022/07/26 20:45:46 - mmengine - INFO - Epoch(train) [9][420/3757] lr: 9.9513e-03 eta: 2 days, 22:45:30 time: 0.3917 data_time: 0.0154 memory: 17007 grad_norm: 3.9269 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.0590 loss: 4.0590 2022/07/26 20:45:54 - mmengine - INFO - Epoch(train) [9][440/3757] lr: 9.9513e-03 eta: 2 days, 22:45:21 time: 0.3908 data_time: 0.0155 memory: 17007 grad_norm: 4.0632 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.8740 loss: 3.8740 2022/07/26 20:46:02 - mmengine - INFO - Epoch(train) [9][460/3757] lr: 9.9513e-03 eta: 2 days, 22:45:11 time: 0.3902 data_time: 0.0141 memory: 17007 grad_norm: 4.0098 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8345 loss: 3.8345 2022/07/26 20:46:09 - mmengine - INFO - Epoch(train) [9][480/3757] lr: 9.9513e-03 eta: 2 days, 22:45:02 time: 0.3913 data_time: 0.0156 memory: 17007 grad_norm: 4.0867 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 4.1585 loss: 4.1585 2022/07/26 20:46:17 - mmengine - INFO - Epoch(train) [9][500/3757] lr: 9.9513e-03 eta: 2 days, 22:44:52 time: 0.3914 data_time: 0.0158 memory: 17007 grad_norm: 4.0902 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.9485 loss: 3.9485 2022/07/26 20:46:25 - mmengine - INFO - Epoch(train) [9][520/3757] lr: 9.9513e-03 eta: 2 days, 22:44:44 time: 0.3919 data_time: 0.0172 memory: 17007 grad_norm: 4.1149 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6543 loss: 3.6543 2022/07/26 20:46:33 - mmengine - INFO - Epoch(train) [9][540/3757] lr: 9.9513e-03 eta: 2 days, 22:44:34 time: 0.3902 data_time: 0.0156 memory: 17007 grad_norm: 4.0377 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.8627 loss: 3.8627 2022/07/26 20:46:41 - mmengine - INFO - Epoch(train) [9][560/3757] lr: 9.9513e-03 eta: 2 days, 22:44:26 time: 0.3958 data_time: 0.0153 memory: 17007 grad_norm: 4.0721 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8462 loss: 3.8462 2022/07/26 20:46:49 - mmengine - INFO - Epoch(train) [9][580/3757] lr: 9.9513e-03 eta: 2 days, 22:44:18 time: 0.3928 data_time: 0.0168 memory: 17007 grad_norm: 4.0159 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.8139 loss: 3.8139 2022/07/26 20:46:57 - mmengine - INFO - Epoch(train) [9][600/3757] lr: 9.9513e-03 eta: 2 days, 22:44:10 time: 0.3949 data_time: 0.0170 memory: 17007 grad_norm: 3.9812 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.7149 loss: 3.7149 2022/07/26 20:47:04 - mmengine - INFO - Epoch(train) [9][620/3757] lr: 9.9513e-03 eta: 2 days, 22:44:01 time: 0.3922 data_time: 0.0159 memory: 17007 grad_norm: 4.2207 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.0248 loss: 4.0248 2022/07/26 20:47:12 - mmengine - INFO - Epoch(train) [9][640/3757] lr: 9.9513e-03 eta: 2 days, 22:43:52 time: 0.3916 data_time: 0.0154 memory: 17007 grad_norm: 4.0978 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5895 loss: 3.5895 2022/07/26 20:47:20 - mmengine - INFO - Epoch(train) [9][660/3757] lr: 9.9513e-03 eta: 2 days, 22:43:44 time: 0.3923 data_time: 0.0155 memory: 17007 grad_norm: 4.1166 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.8130 loss: 3.8130 2022/07/26 20:47:28 - mmengine - INFO - Epoch(train) [9][680/3757] lr: 9.9513e-03 eta: 2 days, 22:43:35 time: 0.3931 data_time: 0.0174 memory: 17007 grad_norm: 4.1410 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.7747 loss: 3.7747 2022/07/26 20:47:36 - mmengine - INFO - Epoch(train) [9][700/3757] lr: 9.9513e-03 eta: 2 days, 22:43:25 time: 0.3903 data_time: 0.0143 memory: 17007 grad_norm: 4.1412 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.9034 loss: 3.9034 2022/07/26 20:47:44 - mmengine - INFO - Epoch(train) [9][720/3757] lr: 9.9513e-03 eta: 2 days, 22:43:16 time: 0.3902 data_time: 0.0158 memory: 17007 grad_norm: 4.1131 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.0199 loss: 4.0199 2022/07/26 20:47:51 - mmengine - INFO - Epoch(train) [9][740/3757] lr: 9.9513e-03 eta: 2 days, 22:43:07 time: 0.3920 data_time: 0.0158 memory: 17007 grad_norm: 4.0699 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0490 loss: 4.0490 2022/07/26 20:48:00 - mmengine - INFO - Epoch(train) [9][760/3757] lr: 9.9513e-03 eta: 2 days, 22:43:06 time: 0.4114 data_time: 0.0164 memory: 17007 grad_norm: 4.1133 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.0911 loss: 4.0911 2022/07/26 20:48:07 - mmengine - INFO - Epoch(train) [9][780/3757] lr: 9.9513e-03 eta: 2 days, 22:42:58 time: 0.3927 data_time: 0.0162 memory: 17007 grad_norm: 4.1223 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8667 loss: 3.8667 2022/07/26 20:48:15 - mmengine - INFO - Epoch(train) [9][800/3757] lr: 9.9513e-03 eta: 2 days, 22:42:50 time: 0.3963 data_time: 0.0157 memory: 17007 grad_norm: 4.0800 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.8286 loss: 3.8286 2022/07/26 20:48:23 - mmengine - INFO - Epoch(train) [9][820/3757] lr: 9.9513e-03 eta: 2 days, 22:42:41 time: 0.3908 data_time: 0.0150 memory: 17007 grad_norm: 4.0824 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9104 loss: 3.9104 2022/07/26 20:48:31 - mmengine - INFO - Epoch(train) [9][840/3757] lr: 9.9513e-03 eta: 2 days, 22:42:33 time: 0.3940 data_time: 0.0174 memory: 17007 grad_norm: 4.0534 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.8475 loss: 3.8475 2022/07/26 20:48:39 - mmengine - INFO - Epoch(train) [9][860/3757] lr: 9.9513e-03 eta: 2 days, 22:42:25 time: 0.3953 data_time: 0.0156 memory: 17007 grad_norm: 4.0999 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.0012 loss: 4.0012 2022/07/26 20:48:47 - mmengine - INFO - Epoch(train) [9][880/3757] lr: 9.9513e-03 eta: 2 days, 22:42:17 time: 0.3934 data_time: 0.0158 memory: 17007 grad_norm: 4.1469 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8850 loss: 3.8850 2022/07/26 20:48:55 - mmengine - INFO - Epoch(train) [9][900/3757] lr: 9.9513e-03 eta: 2 days, 22:42:08 time: 0.3920 data_time: 0.0155 memory: 17007 grad_norm: 4.1493 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9435 loss: 3.9435 2022/07/26 20:49:03 - mmengine - INFO - Epoch(train) [9][920/3757] lr: 9.9513e-03 eta: 2 days, 22:41:59 time: 0.3905 data_time: 0.0165 memory: 17007 grad_norm: 4.0498 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.7593 loss: 3.7593 2022/07/26 20:49:10 - mmengine - INFO - Epoch(train) [9][940/3757] lr: 9.9513e-03 eta: 2 days, 22:41:49 time: 0.3913 data_time: 0.0150 memory: 17007 grad_norm: 4.1064 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.8776 loss: 3.8776 2022/07/26 20:49:12 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 20:49:18 - mmengine - INFO - Epoch(train) [9][960/3757] lr: 9.9513e-03 eta: 2 days, 22:41:41 time: 0.3938 data_time: 0.0165 memory: 17007 grad_norm: 4.1071 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.7199 loss: 3.7199 2022/07/26 20:49:26 - mmengine - INFO - Epoch(train) [9][980/3757] lr: 9.9513e-03 eta: 2 days, 22:41:32 time: 0.3921 data_time: 0.0148 memory: 17007 grad_norm: 4.0895 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.7664 loss: 3.7664 2022/07/26 20:49:34 - mmengine - INFO - Epoch(train) [9][1000/3757] lr: 9.9513e-03 eta: 2 days, 22:41:24 time: 0.3940 data_time: 0.0163 memory: 17007 grad_norm: 4.0611 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.9019 loss: 3.9019 2022/07/26 20:49:42 - mmengine - INFO - Epoch(train) [9][1020/3757] lr: 9.9513e-03 eta: 2 days, 22:41:16 time: 0.3923 data_time: 0.0147 memory: 17007 grad_norm: 4.1433 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.9258 loss: 3.9258 2022/07/26 20:49:50 - mmengine - INFO - Epoch(train) [9][1040/3757] lr: 9.9513e-03 eta: 2 days, 22:41:06 time: 0.3910 data_time: 0.0157 memory: 17007 grad_norm: 4.1446 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.6788 loss: 3.6788 2022/07/26 20:49:58 - mmengine - INFO - Epoch(train) [9][1060/3757] lr: 9.9513e-03 eta: 2 days, 22:40:59 time: 0.3960 data_time: 0.0165 memory: 17007 grad_norm: 4.2981 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9920 loss: 3.9920 2022/07/26 20:50:05 - mmengine - INFO - Epoch(train) [9][1080/3757] lr: 9.9513e-03 eta: 2 days, 22:40:50 time: 0.3927 data_time: 0.0170 memory: 17007 grad_norm: 4.1111 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.7820 loss: 3.7820 2022/07/26 20:50:13 - mmengine - INFO - Epoch(train) [9][1100/3757] lr: 9.9513e-03 eta: 2 days, 22:40:41 time: 0.3913 data_time: 0.0145 memory: 17007 grad_norm: 4.0538 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 3.7617 loss: 3.7617 2022/07/26 20:50:21 - mmengine - INFO - Epoch(train) [9][1120/3757] lr: 9.9513e-03 eta: 2 days, 22:40:33 time: 0.3932 data_time: 0.0155 memory: 17007 grad_norm: 4.1035 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9647 loss: 3.9647 2022/07/26 20:50:29 - mmengine - INFO - Epoch(train) [9][1140/3757] lr: 9.9513e-03 eta: 2 days, 22:40:24 time: 0.3924 data_time: 0.0149 memory: 17007 grad_norm: 4.0966 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9224 loss: 3.9224 2022/07/26 20:50:37 - mmengine - INFO - Epoch(train) [9][1160/3757] lr: 9.9513e-03 eta: 2 days, 22:40:16 time: 0.3930 data_time: 0.0154 memory: 17007 grad_norm: 4.0442 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.8742 loss: 3.8742 2022/07/26 20:50:45 - mmengine - INFO - Epoch(train) [9][1180/3757] lr: 9.9513e-03 eta: 2 days, 22:40:07 time: 0.3929 data_time: 0.0168 memory: 17007 grad_norm: 4.0714 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.7423 loss: 3.7423 2022/07/26 20:50:52 - mmengine - INFO - Epoch(train) [9][1200/3757] lr: 9.9513e-03 eta: 2 days, 22:39:58 time: 0.3924 data_time: 0.0161 memory: 17007 grad_norm: 4.0466 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0012 loss: 4.0012 2022/07/26 20:51:00 - mmengine - INFO - Epoch(train) [9][1220/3757] lr: 9.9513e-03 eta: 2 days, 22:39:50 time: 0.3930 data_time: 0.0153 memory: 17007 grad_norm: 4.0392 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.7418 loss: 3.7418 2022/07/26 20:51:08 - mmengine - INFO - Epoch(train) [9][1240/3757] lr: 9.9513e-03 eta: 2 days, 22:39:41 time: 0.3925 data_time: 0.0171 memory: 17007 grad_norm: 4.2919 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.9438 loss: 3.9438 2022/07/26 20:51:16 - mmengine - INFO - Epoch(train) [9][1260/3757] lr: 9.9513e-03 eta: 2 days, 22:39:32 time: 0.3908 data_time: 0.0140 memory: 17007 grad_norm: 3.9621 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.0137 loss: 4.0137 2022/07/26 20:51:24 - mmengine - INFO - Epoch(train) [9][1280/3757] lr: 9.9513e-03 eta: 2 days, 22:39:23 time: 0.3909 data_time: 0.0153 memory: 17007 grad_norm: 4.0260 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.8809 loss: 3.8809 2022/07/26 20:51:32 - mmengine - INFO - Epoch(train) [9][1300/3757] lr: 9.9513e-03 eta: 2 days, 22:39:14 time: 0.3923 data_time: 0.0148 memory: 17007 grad_norm: 4.0343 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6068 loss: 3.6068 2022/07/26 20:51:40 - mmengine - INFO - Epoch(train) [9][1320/3757] lr: 9.9513e-03 eta: 2 days, 22:39:05 time: 0.3934 data_time: 0.0161 memory: 17007 grad_norm: 4.1947 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8161 loss: 3.8161 2022/07/26 20:51:47 - mmengine - INFO - Epoch(train) [9][1340/3757] lr: 9.9513e-03 eta: 2 days, 22:38:56 time: 0.3916 data_time: 0.0154 memory: 17007 grad_norm: 4.1795 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0569 loss: 4.0569 2022/07/26 20:51:55 - mmengine - INFO - Epoch(train) [9][1360/3757] lr: 9.9513e-03 eta: 2 days, 22:38:51 time: 0.3996 data_time: 0.0160 memory: 17007 grad_norm: 4.0849 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7435 loss: 3.7435 2022/07/26 20:52:03 - mmengine - INFO - Epoch(train) [9][1380/3757] lr: 9.9513e-03 eta: 2 days, 22:38:41 time: 0.3906 data_time: 0.0148 memory: 17007 grad_norm: 4.0716 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.0687 loss: 4.0687 2022/07/26 20:52:11 - mmengine - INFO - Epoch(train) [9][1400/3757] lr: 9.9513e-03 eta: 2 days, 22:38:33 time: 0.3933 data_time: 0.0167 memory: 17007 grad_norm: 3.9856 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7997 loss: 3.7997 2022/07/26 20:52:19 - mmengine - INFO - Epoch(train) [9][1420/3757] lr: 9.9513e-03 eta: 2 days, 22:38:24 time: 0.3920 data_time: 0.0150 memory: 17007 grad_norm: 4.0484 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.0573 loss: 4.0573 2022/07/26 20:52:27 - mmengine - INFO - Epoch(train) [9][1440/3757] lr: 9.9513e-03 eta: 2 days, 22:38:15 time: 0.3907 data_time: 0.0145 memory: 17007 grad_norm: 4.1428 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6440 loss: 3.6440 2022/07/26 20:52:35 - mmengine - INFO - Epoch(train) [9][1460/3757] lr: 9.9513e-03 eta: 2 days, 22:38:07 time: 0.3961 data_time: 0.0152 memory: 17007 grad_norm: 4.1774 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0137 loss: 4.0137 2022/07/26 20:52:42 - mmengine - INFO - Epoch(train) [9][1480/3757] lr: 9.9513e-03 eta: 2 days, 22:37:58 time: 0.3901 data_time: 0.0155 memory: 17007 grad_norm: 4.1652 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0893 loss: 4.0893 2022/07/26 20:52:50 - mmengine - INFO - Epoch(train) [9][1500/3757] lr: 9.9513e-03 eta: 2 days, 22:37:49 time: 0.3926 data_time: 0.0164 memory: 17007 grad_norm: 4.1567 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1695 loss: 4.1695 2022/07/26 20:52:58 - mmengine - INFO - Epoch(train) [9][1520/3757] lr: 9.9513e-03 eta: 2 days, 22:37:40 time: 0.3921 data_time: 0.0157 memory: 17007 grad_norm: 4.0558 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.6455 loss: 3.6455 2022/07/26 20:53:06 - mmengine - INFO - Epoch(train) [9][1540/3757] lr: 9.9513e-03 eta: 2 days, 22:37:31 time: 0.3911 data_time: 0.0150 memory: 17007 grad_norm: 4.1409 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.5828 loss: 3.5828 2022/07/26 20:53:14 - mmengine - INFO - Epoch(train) [9][1560/3757] lr: 9.9513e-03 eta: 2 days, 22:37:22 time: 0.3927 data_time: 0.0166 memory: 17007 grad_norm: 4.1252 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.9692 loss: 3.9692 2022/07/26 20:53:22 - mmengine - INFO - Epoch(train) [9][1580/3757] lr: 9.9513e-03 eta: 2 days, 22:37:14 time: 0.3926 data_time: 0.0143 memory: 17007 grad_norm: 4.0818 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.8592 loss: 3.8592 2022/07/26 20:53:30 - mmengine - INFO - Epoch(train) [9][1600/3757] lr: 9.9513e-03 eta: 2 days, 22:37:06 time: 0.3946 data_time: 0.0171 memory: 17007 grad_norm: 4.1345 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6481 loss: 3.6481 2022/07/26 20:53:38 - mmengine - INFO - Epoch(train) [9][1620/3757] lr: 9.9513e-03 eta: 2 days, 22:37:00 time: 0.3980 data_time: 0.0149 memory: 17007 grad_norm: 4.1300 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6923 loss: 3.6923 2022/07/26 20:53:45 - mmengine - INFO - Epoch(train) [9][1640/3757] lr: 9.9513e-03 eta: 2 days, 22:36:51 time: 0.3916 data_time: 0.0159 memory: 17007 grad_norm: 4.1792 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.8474 loss: 3.8474 2022/07/26 20:53:53 - mmengine - INFO - Epoch(train) [9][1660/3757] lr: 9.9513e-03 eta: 2 days, 22:36:41 time: 0.3908 data_time: 0.0148 memory: 17007 grad_norm: 4.1261 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.8818 loss: 3.8818 2022/07/26 20:54:01 - mmengine - INFO - Epoch(train) [9][1680/3757] lr: 9.9513e-03 eta: 2 days, 22:36:37 time: 0.4033 data_time: 0.0151 memory: 17007 grad_norm: 4.0710 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6757 loss: 3.6757 2022/07/26 20:54:09 - mmengine - INFO - Epoch(train) [9][1700/3757] lr: 9.9513e-03 eta: 2 days, 22:36:28 time: 0.3928 data_time: 0.0162 memory: 17007 grad_norm: 4.0105 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7927 loss: 3.7927 2022/07/26 20:54:17 - mmengine - INFO - Epoch(train) [9][1720/3757] lr: 9.9513e-03 eta: 2 days, 22:36:20 time: 0.3922 data_time: 0.0152 memory: 17007 grad_norm: 4.0954 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.9281 loss: 3.9281 2022/07/26 20:54:25 - mmengine - INFO - Epoch(train) [9][1740/3757] lr: 9.9513e-03 eta: 2 days, 22:36:11 time: 0.3936 data_time: 0.0164 memory: 17007 grad_norm: 4.0928 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.9359 loss: 3.9359 2022/07/26 20:54:33 - mmengine - INFO - Epoch(train) [9][1760/3757] lr: 9.9513e-03 eta: 2 days, 22:36:02 time: 0.3910 data_time: 0.0158 memory: 17007 grad_norm: 3.9542 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7156 loss: 3.7156 2022/07/26 20:54:40 - mmengine - INFO - Epoch(train) [9][1780/3757] lr: 9.9513e-03 eta: 2 days, 22:35:53 time: 0.3902 data_time: 0.0150 memory: 17007 grad_norm: 4.0295 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.8953 loss: 3.8953 2022/07/26 20:54:48 - mmengine - INFO - Epoch(train) [9][1800/3757] lr: 9.9513e-03 eta: 2 days, 22:35:44 time: 0.3932 data_time: 0.0166 memory: 17007 grad_norm: 4.1413 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.9858 loss: 3.9858 2022/07/26 20:54:56 - mmengine - INFO - Epoch(train) [9][1820/3757] lr: 9.9513e-03 eta: 2 days, 22:35:36 time: 0.3929 data_time: 0.0152 memory: 17007 grad_norm: 4.2329 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6772 loss: 3.6772 2022/07/26 20:55:04 - mmengine - INFO - Epoch(train) [9][1840/3757] lr: 9.9513e-03 eta: 2 days, 22:35:27 time: 0.3913 data_time: 0.0156 memory: 17007 grad_norm: 4.0489 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.6936 loss: 3.6936 2022/07/26 20:55:12 - mmengine - INFO - Epoch(train) [9][1860/3757] lr: 9.9513e-03 eta: 2 days, 22:35:18 time: 0.3920 data_time: 0.0151 memory: 17007 grad_norm: 4.1208 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.7250 loss: 3.7250 2022/07/26 20:55:20 - mmengine - INFO - Epoch(train) [9][1880/3757] lr: 9.9513e-03 eta: 2 days, 22:35:10 time: 0.3939 data_time: 0.0153 memory: 17007 grad_norm: 4.0604 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.9685 loss: 3.9685 2022/07/26 20:55:28 - mmengine - INFO - Epoch(train) [9][1900/3757] lr: 9.9513e-03 eta: 2 days, 22:35:03 time: 0.3972 data_time: 0.0163 memory: 17007 grad_norm: 4.1599 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.7937 loss: 3.7937 2022/07/26 20:55:36 - mmengine - INFO - Epoch(train) [9][1920/3757] lr: 9.9513e-03 eta: 2 days, 22:34:54 time: 0.3926 data_time: 0.0158 memory: 17007 grad_norm: 4.0896 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.8689 loss: 3.8689 2022/07/26 20:55:43 - mmengine - INFO - Epoch(train) [9][1940/3757] lr: 9.9513e-03 eta: 2 days, 22:34:45 time: 0.3901 data_time: 0.0145 memory: 17007 grad_norm: 4.1335 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.0187 loss: 4.0187 2022/07/26 20:55:45 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 20:55:51 - mmengine - INFO - Epoch(train) [9][1960/3757] lr: 9.9513e-03 eta: 2 days, 22:34:40 time: 0.4022 data_time: 0.0169 memory: 17007 grad_norm: 4.1070 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.5831 loss: 3.5831 2022/07/26 20:55:59 - mmengine - INFO - Epoch(train) [9][1980/3757] lr: 9.9513e-03 eta: 2 days, 22:34:33 time: 0.3957 data_time: 0.0162 memory: 17007 grad_norm: 4.1122 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.9009 loss: 3.9009 2022/07/26 20:56:07 - mmengine - INFO - Epoch(train) [9][2000/3757] lr: 9.9513e-03 eta: 2 days, 22:34:24 time: 0.3936 data_time: 0.0179 memory: 17007 grad_norm: 4.1620 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.8067 loss: 3.8067 2022/07/26 20:56:15 - mmengine - INFO - Epoch(train) [9][2020/3757] lr: 9.9513e-03 eta: 2 days, 22:34:17 time: 0.3946 data_time: 0.0158 memory: 17007 grad_norm: 4.1232 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5618 loss: 3.5618 2022/07/26 20:56:23 - mmengine - INFO - Epoch(train) [9][2040/3757] lr: 9.9513e-03 eta: 2 days, 22:34:07 time: 0.3914 data_time: 0.0163 memory: 17007 grad_norm: 4.1996 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.9648 loss: 3.9648 2022/07/26 20:56:31 - mmengine - INFO - Epoch(train) [9][2060/3757] lr: 9.9513e-03 eta: 2 days, 22:33:59 time: 0.3922 data_time: 0.0162 memory: 17007 grad_norm: 4.1257 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2489 loss: 4.2489 2022/07/26 20:56:39 - mmengine - INFO - Epoch(train) [9][2080/3757] lr: 9.9513e-03 eta: 2 days, 22:33:50 time: 0.3930 data_time: 0.0160 memory: 17007 grad_norm: 4.1045 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.8026 loss: 3.8026 2022/07/26 20:56:46 - mmengine - INFO - Epoch(train) [9][2100/3757] lr: 9.9513e-03 eta: 2 days, 22:33:41 time: 0.3918 data_time: 0.0157 memory: 17007 grad_norm: 4.1870 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.9506 loss: 3.9506 2022/07/26 20:56:54 - mmengine - INFO - Epoch(train) [9][2120/3757] lr: 9.9513e-03 eta: 2 days, 22:33:32 time: 0.3910 data_time: 0.0163 memory: 17007 grad_norm: 4.1784 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8521 loss: 3.8521 2022/07/26 20:57:02 - mmengine - INFO - Epoch(train) [9][2140/3757] lr: 9.9513e-03 eta: 2 days, 22:33:24 time: 0.3944 data_time: 0.0153 memory: 17007 grad_norm: 4.0765 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9820 loss: 3.9820 2022/07/26 20:57:10 - mmengine - INFO - Epoch(train) [9][2160/3757] lr: 9.9513e-03 eta: 2 days, 22:33:15 time: 0.3906 data_time: 0.0159 memory: 17007 grad_norm: 4.0699 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.5319 loss: 3.5319 2022/07/26 20:57:18 - mmengine - INFO - Epoch(train) [9][2180/3757] lr: 9.9513e-03 eta: 2 days, 22:33:08 time: 0.3962 data_time: 0.0155 memory: 17007 grad_norm: 4.1572 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.7618 loss: 3.7618 2022/07/26 20:57:26 - mmengine - INFO - Epoch(train) [9][2200/3757] lr: 9.9513e-03 eta: 2 days, 22:32:59 time: 0.3930 data_time: 0.0172 memory: 17007 grad_norm: 4.1145 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.6442 loss: 3.6442 2022/07/26 20:57:34 - mmengine - INFO - Epoch(train) [9][2220/3757] lr: 9.9513e-03 eta: 2 days, 22:32:50 time: 0.3914 data_time: 0.0155 memory: 17007 grad_norm: 4.1275 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0066 loss: 4.0066 2022/07/26 20:57:41 - mmengine - INFO - Epoch(train) [9][2240/3757] lr: 9.9513e-03 eta: 2 days, 22:32:42 time: 0.3929 data_time: 0.0161 memory: 17007 grad_norm: 4.2394 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8019 loss: 3.8019 2022/07/26 20:57:49 - mmengine - INFO - Epoch(train) [9][2260/3757] lr: 9.9513e-03 eta: 2 days, 22:32:33 time: 0.3933 data_time: 0.0161 memory: 17007 grad_norm: 4.1294 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.7462 loss: 3.7462 2022/07/26 20:57:57 - mmengine - INFO - Epoch(train) [9][2280/3757] lr: 9.9513e-03 eta: 2 days, 22:32:26 time: 0.3951 data_time: 0.0169 memory: 17007 grad_norm: 4.1921 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.0964 loss: 4.0964 2022/07/26 20:58:05 - mmengine - INFO - Epoch(train) [9][2300/3757] lr: 9.9513e-03 eta: 2 days, 22:32:17 time: 0.3914 data_time: 0.0154 memory: 17007 grad_norm: 4.1654 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.8775 loss: 3.8775 2022/07/26 20:58:13 - mmengine - INFO - Epoch(train) [9][2320/3757] lr: 9.9513e-03 eta: 2 days, 22:32:08 time: 0.3923 data_time: 0.0167 memory: 17007 grad_norm: 4.1855 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.7418 loss: 3.7418 2022/07/26 20:58:21 - mmengine - INFO - Epoch(train) [9][2340/3757] lr: 9.9513e-03 eta: 2 days, 22:31:59 time: 0.3923 data_time: 0.0155 memory: 17007 grad_norm: 4.1588 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7096 loss: 3.7096 2022/07/26 20:58:29 - mmengine - INFO - Epoch(train) [9][2360/3757] lr: 9.9513e-03 eta: 2 days, 22:31:50 time: 0.3923 data_time: 0.0170 memory: 17007 grad_norm: 4.2288 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.0191 loss: 4.0191 2022/07/26 20:58:36 - mmengine - INFO - Epoch(train) [9][2380/3757] lr: 9.9513e-03 eta: 2 days, 22:31:43 time: 0.3943 data_time: 0.0142 memory: 17007 grad_norm: 4.0942 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.9390 loss: 3.9390 2022/07/26 20:58:44 - mmengine - INFO - Epoch(train) [9][2400/3757] lr: 9.9513e-03 eta: 2 days, 22:31:33 time: 0.3911 data_time: 0.0151 memory: 17007 grad_norm: 4.1424 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1133 loss: 4.1133 2022/07/26 20:58:52 - mmengine - INFO - Epoch(train) [9][2420/3757] lr: 9.9513e-03 eta: 2 days, 22:31:25 time: 0.3924 data_time: 0.0158 memory: 17007 grad_norm: 4.0366 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.8875 loss: 3.8875 2022/07/26 20:59:00 - mmengine - INFO - Epoch(train) [9][2440/3757] lr: 9.9513e-03 eta: 2 days, 22:31:18 time: 0.3981 data_time: 0.0161 memory: 17007 grad_norm: 3.9583 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7607 loss: 3.7607 2022/07/26 20:59:08 - mmengine - INFO - Epoch(train) [9][2460/3757] lr: 9.9513e-03 eta: 2 days, 22:31:09 time: 0.3916 data_time: 0.0150 memory: 17007 grad_norm: 3.9792 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7323 loss: 3.7323 2022/07/26 20:59:16 - mmengine - INFO - Epoch(train) [9][2480/3757] lr: 9.9513e-03 eta: 2 days, 22:31:05 time: 0.4024 data_time: 0.0164 memory: 17007 grad_norm: 4.0354 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7121 loss: 3.7121 2022/07/26 20:59:24 - mmengine - INFO - Epoch(train) [9][2500/3757] lr: 9.9513e-03 eta: 2 days, 22:30:55 time: 0.3912 data_time: 0.0153 memory: 17007 grad_norm: 4.0408 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9447 loss: 3.9447 2022/07/26 20:59:32 - mmengine - INFO - Epoch(train) [9][2520/3757] lr: 9.9513e-03 eta: 2 days, 22:30:47 time: 0.3924 data_time: 0.0150 memory: 17007 grad_norm: 4.0850 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.0562 loss: 4.0562 2022/07/26 20:59:40 - mmengine - INFO - Epoch(train) [9][2540/3757] lr: 9.9513e-03 eta: 2 days, 22:30:39 time: 0.3956 data_time: 0.0155 memory: 17007 grad_norm: 4.1015 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8821 loss: 3.8821 2022/07/26 20:59:47 - mmengine - INFO - Epoch(train) [9][2560/3757] lr: 9.9513e-03 eta: 2 days, 22:30:31 time: 0.3921 data_time: 0.0160 memory: 17007 grad_norm: 4.1054 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9045 loss: 3.9045 2022/07/26 20:59:55 - mmengine - INFO - Epoch(train) [9][2580/3757] lr: 9.9513e-03 eta: 2 days, 22:30:26 time: 0.4037 data_time: 0.0155 memory: 17007 grad_norm: 4.1408 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.9944 loss: 3.9944 2022/07/26 21:00:03 - mmengine - INFO - Epoch(train) [9][2600/3757] lr: 9.9513e-03 eta: 2 days, 22:30:17 time: 0.3917 data_time: 0.0155 memory: 17007 grad_norm: 4.1723 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.6524 loss: 3.6524 2022/07/26 21:00:11 - mmengine - INFO - Epoch(train) [9][2620/3757] lr: 9.9513e-03 eta: 2 days, 22:30:09 time: 0.3921 data_time: 0.0162 memory: 17007 grad_norm: 4.0119 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.7036 loss: 3.7036 2022/07/26 21:00:19 - mmengine - INFO - Epoch(train) [9][2640/3757] lr: 9.9513e-03 eta: 2 days, 22:30:03 time: 0.4007 data_time: 0.0175 memory: 17007 grad_norm: 4.0076 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7407 loss: 3.7407 2022/07/26 21:00:27 - mmengine - INFO - Epoch(train) [9][2660/3757] lr: 9.9513e-03 eta: 2 days, 22:29:54 time: 0.3908 data_time: 0.0149 memory: 17007 grad_norm: 4.1686 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.8101 loss: 3.8101 2022/07/26 21:00:35 - mmengine - INFO - Epoch(train) [9][2680/3757] lr: 9.9513e-03 eta: 2 days, 22:29:45 time: 0.3918 data_time: 0.0165 memory: 17007 grad_norm: 4.0696 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.7976 loss: 3.7976 2022/07/26 21:00:43 - mmengine - INFO - Epoch(train) [9][2700/3757] lr: 9.9513e-03 eta: 2 days, 22:29:36 time: 0.3905 data_time: 0.0155 memory: 17007 grad_norm: 4.2322 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.7863 loss: 3.7863 2022/07/26 21:00:51 - mmengine - INFO - Epoch(train) [9][2720/3757] lr: 9.9513e-03 eta: 2 days, 22:29:27 time: 0.3933 data_time: 0.0164 memory: 17007 grad_norm: 4.0333 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.9470 loss: 3.9470 2022/07/26 21:00:58 - mmengine - INFO - Epoch(train) [9][2740/3757] lr: 9.9513e-03 eta: 2 days, 22:29:18 time: 0.3911 data_time: 0.0154 memory: 17007 grad_norm: 4.1387 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.1239 loss: 4.1239 2022/07/26 21:01:07 - mmengine - INFO - Epoch(train) [9][2760/3757] lr: 9.9513e-03 eta: 2 days, 22:29:18 time: 0.4149 data_time: 0.0166 memory: 17007 grad_norm: 4.0302 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.7931 loss: 3.7931 2022/07/26 21:01:14 - mmengine - INFO - Epoch(train) [9][2780/3757] lr: 9.9513e-03 eta: 2 days, 22:29:09 time: 0.3901 data_time: 0.0140 memory: 17007 grad_norm: 4.0997 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.7603 loss: 3.7603 2022/07/26 21:01:22 - mmengine - INFO - Epoch(train) [9][2800/3757] lr: 9.9513e-03 eta: 2 days, 22:29:00 time: 0.3926 data_time: 0.0165 memory: 17007 grad_norm: 4.1632 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.8709 loss: 3.8709 2022/07/26 21:01:30 - mmengine - INFO - Epoch(train) [9][2820/3757] lr: 9.9513e-03 eta: 2 days, 22:28:53 time: 0.3962 data_time: 0.0154 memory: 17007 grad_norm: 4.0875 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6995 loss: 3.6995 2022/07/26 21:01:38 - mmengine - INFO - Epoch(train) [9][2840/3757] lr: 9.9513e-03 eta: 2 days, 22:28:45 time: 0.3940 data_time: 0.0177 memory: 17007 grad_norm: 4.1004 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.7759 loss: 3.7759 2022/07/26 21:01:46 - mmengine - INFO - Epoch(train) [9][2860/3757] lr: 9.9513e-03 eta: 2 days, 22:28:36 time: 0.3917 data_time: 0.0157 memory: 17007 grad_norm: 4.1837 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.6322 loss: 3.6322 2022/07/26 21:01:54 - mmengine - INFO - Epoch(train) [9][2880/3757] lr: 9.9513e-03 eta: 2 days, 22:28:27 time: 0.3924 data_time: 0.0168 memory: 17007 grad_norm: 4.1249 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.9063 loss: 3.9063 2022/07/26 21:02:02 - mmengine - INFO - Epoch(train) [9][2900/3757] lr: 9.9513e-03 eta: 2 days, 22:28:18 time: 0.3904 data_time: 0.0149 memory: 17007 grad_norm: 4.0510 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.8811 loss: 3.8811 2022/07/26 21:02:09 - mmengine - INFO - Epoch(train) [9][2920/3757] lr: 9.9513e-03 eta: 2 days, 22:28:09 time: 0.3920 data_time: 0.0152 memory: 17007 grad_norm: 4.1653 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5832 loss: 3.5832 2022/07/26 21:02:17 - mmengine - INFO - Epoch(train) [9][2940/3757] lr: 9.9513e-03 eta: 2 days, 22:28:05 time: 0.4037 data_time: 0.0162 memory: 17007 grad_norm: 4.1776 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0759 loss: 4.0759 2022/07/26 21:02:19 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 21:02:25 - mmengine - INFO - Epoch(train) [9][2960/3757] lr: 9.9513e-03 eta: 2 days, 22:27:56 time: 0.3916 data_time: 0.0152 memory: 17007 grad_norm: 4.1358 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.9135 loss: 3.9135 2022/07/26 21:02:33 - mmengine - INFO - Epoch(train) [9][2980/3757] lr: 9.9513e-03 eta: 2 days, 22:27:46 time: 0.3901 data_time: 0.0131 memory: 17007 grad_norm: 4.0805 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.7860 loss: 3.7860 2022/07/26 21:02:41 - mmengine - INFO - Epoch(train) [9][3000/3757] lr: 9.9513e-03 eta: 2 days, 22:27:42 time: 0.4021 data_time: 0.0171 memory: 17007 grad_norm: 4.0963 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7655 loss: 3.7655 2022/07/26 21:02:49 - mmengine - INFO - Epoch(train) [9][3020/3757] lr: 9.9513e-03 eta: 2 days, 22:27:32 time: 0.3906 data_time: 0.0154 memory: 17007 grad_norm: 4.1150 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.9404 loss: 3.9404 2022/07/26 21:02:57 - mmengine - INFO - Epoch(train) [9][3040/3757] lr: 9.9513e-03 eta: 2 days, 22:27:31 time: 0.4107 data_time: 0.0168 memory: 17007 grad_norm: 4.1727 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6985 loss: 3.6985 2022/07/26 21:03:05 - mmengine - INFO - Epoch(train) [9][3060/3757] lr: 9.9513e-03 eta: 2 days, 22:27:21 time: 0.3901 data_time: 0.0151 memory: 17007 grad_norm: 4.0491 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.8042 loss: 3.8042 2022/07/26 21:03:13 - mmengine - INFO - Epoch(train) [9][3080/3757] lr: 9.9513e-03 eta: 2 days, 22:27:12 time: 0.3912 data_time: 0.0156 memory: 17007 grad_norm: 4.1581 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.0025 loss: 4.0025 2022/07/26 21:03:21 - mmengine - INFO - Epoch(train) [9][3100/3757] lr: 9.9513e-03 eta: 2 days, 22:27:05 time: 0.3961 data_time: 0.0148 memory: 17007 grad_norm: 4.3443 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.7507 loss: 3.7507 2022/07/26 21:03:29 - mmengine - INFO - Epoch(train) [9][3120/3757] lr: 9.9513e-03 eta: 2 days, 22:27:04 time: 0.4118 data_time: 0.0164 memory: 17007 grad_norm: 4.1378 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.0104 loss: 4.0104 2022/07/26 21:03:37 - mmengine - INFO - Epoch(train) [9][3140/3757] lr: 9.9513e-03 eta: 2 days, 22:26:54 time: 0.3909 data_time: 0.0140 memory: 17007 grad_norm: 4.0804 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8165 loss: 3.8165 2022/07/26 21:03:45 - mmengine - INFO - Epoch(train) [9][3160/3757] lr: 9.9513e-03 eta: 2 days, 22:26:46 time: 0.3925 data_time: 0.0162 memory: 17007 grad_norm: 4.4403 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9820 loss: 3.9820 2022/07/26 21:03:53 - mmengine - INFO - Epoch(train) [9][3180/3757] lr: 9.9513e-03 eta: 2 days, 22:26:37 time: 0.3933 data_time: 0.0154 memory: 17007 grad_norm: 4.3934 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.5648 loss: 3.5648 2022/07/26 21:04:00 - mmengine - INFO - Epoch(train) [9][3200/3757] lr: 9.9513e-03 eta: 2 days, 22:26:29 time: 0.3934 data_time: 0.0168 memory: 17007 grad_norm: 4.3009 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.8476 loss: 3.8476 2022/07/26 21:04:08 - mmengine - INFO - Epoch(train) [9][3220/3757] lr: 9.9513e-03 eta: 2 days, 22:26:21 time: 0.3940 data_time: 0.0149 memory: 17007 grad_norm: 4.1816 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.6158 loss: 3.6158 2022/07/26 21:04:16 - mmengine - INFO - Epoch(train) [9][3240/3757] lr: 9.9513e-03 eta: 2 days, 22:26:14 time: 0.3959 data_time: 0.0162 memory: 17007 grad_norm: 4.2429 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4987 loss: 3.4987 2022/07/26 21:04:24 - mmengine - INFO - Epoch(train) [9][3260/3757] lr: 9.9513e-03 eta: 2 days, 22:26:04 time: 0.3903 data_time: 0.0153 memory: 17007 grad_norm: 4.2766 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.5406 loss: 3.5406 2022/07/26 21:04:32 - mmengine - INFO - Epoch(train) [9][3280/3757] lr: 9.9513e-03 eta: 2 days, 22:25:56 time: 0.3938 data_time: 0.0168 memory: 17007 grad_norm: 4.2162 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7749 loss: 3.7749 2022/07/26 21:04:40 - mmengine - INFO - Epoch(train) [9][3300/3757] lr: 9.9513e-03 eta: 2 days, 22:25:47 time: 0.3905 data_time: 0.0141 memory: 17007 grad_norm: 4.0904 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.8372 loss: 3.8372 2022/07/26 21:04:48 - mmengine - INFO - Epoch(train) [9][3320/3757] lr: 9.9513e-03 eta: 2 days, 22:25:38 time: 0.3922 data_time: 0.0162 memory: 17007 grad_norm: 4.0906 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.7822 loss: 3.7822 2022/07/26 21:04:55 - mmengine - INFO - Epoch(train) [9][3340/3757] lr: 9.9513e-03 eta: 2 days, 22:25:29 time: 0.3907 data_time: 0.0147 memory: 17007 grad_norm: 4.2184 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 3.8378 loss: 3.8378 2022/07/26 21:05:03 - mmengine - INFO - Epoch(train) [9][3360/3757] lr: 9.9513e-03 eta: 2 days, 22:25:20 time: 0.3916 data_time: 0.0158 memory: 17007 grad_norm: 4.1092 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5862 loss: 3.5862 2022/07/26 21:05:11 - mmengine - INFO - Epoch(train) [9][3380/3757] lr: 9.9513e-03 eta: 2 days, 22:25:11 time: 0.3932 data_time: 0.0143 memory: 17007 grad_norm: 4.1721 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9044 loss: 3.9044 2022/07/26 21:05:19 - mmengine - INFO - Epoch(train) [9][3400/3757] lr: 9.9513e-03 eta: 2 days, 22:25:05 time: 0.3978 data_time: 0.0161 memory: 17007 grad_norm: 4.0925 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.7190 loss: 3.7190 2022/07/26 21:05:27 - mmengine - INFO - Epoch(train) [9][3420/3757] lr: 9.9513e-03 eta: 2 days, 22:24:56 time: 0.3929 data_time: 0.0151 memory: 17007 grad_norm: 4.0769 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7051 loss: 3.7051 2022/07/26 21:05:35 - mmengine - INFO - Epoch(train) [9][3440/3757] lr: 9.9513e-03 eta: 2 days, 22:24:47 time: 0.3900 data_time: 0.0154 memory: 17007 grad_norm: 4.2401 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 4.0506 loss: 4.0506 2022/07/26 21:05:42 - mmengine - INFO - Epoch(train) [9][3460/3757] lr: 9.9513e-03 eta: 2 days, 22:24:38 time: 0.3915 data_time: 0.0148 memory: 17007 grad_norm: 4.0779 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6552 loss: 3.6552 2022/07/26 21:05:50 - mmengine - INFO - Epoch(train) [9][3480/3757] lr: 9.9513e-03 eta: 2 days, 22:24:30 time: 0.3936 data_time: 0.0171 memory: 17007 grad_norm: 4.0272 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7467 loss: 3.7467 2022/07/26 21:05:58 - mmengine - INFO - Epoch(train) [9][3500/3757] lr: 9.9513e-03 eta: 2 days, 22:24:22 time: 0.3937 data_time: 0.0151 memory: 17007 grad_norm: 4.2121 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8703 loss: 3.8703 2022/07/26 21:06:06 - mmengine - INFO - Epoch(train) [9][3520/3757] lr: 9.9513e-03 eta: 2 days, 22:24:13 time: 0.3932 data_time: 0.0156 memory: 17007 grad_norm: 4.1361 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.7226 loss: 3.7226 2022/07/26 21:06:14 - mmengine - INFO - Epoch(train) [9][3540/3757] lr: 9.9513e-03 eta: 2 days, 22:24:03 time: 0.3894 data_time: 0.0146 memory: 17007 grad_norm: 4.1166 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8633 loss: 3.8633 2022/07/26 21:06:22 - mmengine - INFO - Epoch(train) [9][3560/3757] lr: 9.9513e-03 eta: 2 days, 22:23:55 time: 0.3924 data_time: 0.0165 memory: 17007 grad_norm: 4.3218 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.8874 loss: 3.8874 2022/07/26 21:06:30 - mmengine - INFO - Epoch(train) [9][3580/3757] lr: 9.9513e-03 eta: 2 days, 22:23:46 time: 0.3931 data_time: 0.0146 memory: 17007 grad_norm: 3.9776 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0436 loss: 4.0436 2022/07/26 21:06:38 - mmengine - INFO - Epoch(train) [9][3600/3757] lr: 9.9513e-03 eta: 2 days, 22:23:40 time: 0.3993 data_time: 0.0171 memory: 17007 grad_norm: 4.1134 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 4.1307 loss: 4.1307 2022/07/26 21:06:45 - mmengine - INFO - Epoch(train) [9][3620/3757] lr: 9.9513e-03 eta: 2 days, 22:23:31 time: 0.3911 data_time: 0.0151 memory: 17007 grad_norm: 4.0722 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6728 loss: 3.6728 2022/07/26 21:06:53 - mmengine - INFO - Epoch(train) [9][3640/3757] lr: 9.9513e-03 eta: 2 days, 22:23:22 time: 0.3915 data_time: 0.0170 memory: 17007 grad_norm: 4.1030 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8110 loss: 3.8110 2022/07/26 21:07:01 - mmengine - INFO - Epoch(train) [9][3660/3757] lr: 9.9513e-03 eta: 2 days, 22:23:14 time: 0.3930 data_time: 0.0138 memory: 17007 grad_norm: 4.2534 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.5877 loss: 3.5877 2022/07/26 21:07:09 - mmengine - INFO - Epoch(train) [9][3680/3757] lr: 9.9513e-03 eta: 2 days, 22:23:06 time: 0.3936 data_time: 0.0173 memory: 17007 grad_norm: 4.0896 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7876 loss: 3.7876 2022/07/26 21:07:17 - mmengine - INFO - Epoch(train) [9][3700/3757] lr: 9.9513e-03 eta: 2 days, 22:22:57 time: 0.3911 data_time: 0.0132 memory: 17007 grad_norm: 4.0800 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.0202 loss: 4.0202 2022/07/26 21:07:25 - mmengine - INFO - Epoch(train) [9][3720/3757] lr: 9.9513e-03 eta: 2 days, 22:22:48 time: 0.3928 data_time: 0.0170 memory: 17007 grad_norm: 4.0545 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 3.9559 loss: 3.9559 2022/07/26 21:07:32 - mmengine - INFO - Epoch(train) [9][3740/3757] lr: 9.9513e-03 eta: 2 days, 22:22:39 time: 0.3913 data_time: 0.0148 memory: 17007 grad_norm: 4.0949 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 4.1383 loss: 4.1383 2022/07/26 21:07:40 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 21:07:40 - mmengine - INFO - Epoch(train) [9][3757/3757] lr: 9.9513e-03 eta: 2 days, 22:22:39 time: 0.4223 data_time: 0.0182 memory: 17007 grad_norm: 4.0681 top1_acc: 0.1429 top5_acc: 0.5714 loss_cls: 3.8060 loss: 3.8060 2022/07/26 21:07:40 - mmengine - INFO - Saving checkpoint at 9 epochs 2022/07/26 21:07:51 - mmengine - INFO - Epoch(train) [10][20/3757] lr: 9.9384e-03 eta: 2 days, 22:20:36 time: 0.4444 data_time: 0.0680 memory: 17007 grad_norm: 4.2310 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.7495 loss: 3.7495 2022/07/26 21:07:58 - mmengine - INFO - Epoch(train) [10][40/3757] lr: 9.9384e-03 eta: 2 days, 22:20:28 time: 0.3944 data_time: 0.0161 memory: 17007 grad_norm: 3.9617 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0053 loss: 4.0053 2022/07/26 21:08:06 - mmengine - INFO - Epoch(train) [10][60/3757] lr: 9.9384e-03 eta: 2 days, 22:20:20 time: 0.3927 data_time: 0.0166 memory: 17007 grad_norm: 3.9828 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.8276 loss: 3.8276 2022/07/26 21:08:14 - mmengine - INFO - Epoch(train) [10][80/3757] lr: 9.9384e-03 eta: 2 days, 22:20:11 time: 0.3904 data_time: 0.0152 memory: 17007 grad_norm: 4.0923 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.9308 loss: 3.9308 2022/07/26 21:08:22 - mmengine - INFO - Epoch(train) [10][100/3757] lr: 9.9384e-03 eta: 2 days, 22:20:02 time: 0.3930 data_time: 0.0146 memory: 17007 grad_norm: 4.1542 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.7898 loss: 3.7898 2022/07/26 21:08:30 - mmengine - INFO - Epoch(train) [10][120/3757] lr: 9.9384e-03 eta: 2 days, 22:19:54 time: 0.3923 data_time: 0.0148 memory: 17007 grad_norm: 4.1850 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8934 loss: 3.8934 2022/07/26 21:08:38 - mmengine - INFO - Epoch(train) [10][140/3757] lr: 9.9384e-03 eta: 2 days, 22:19:44 time: 0.3899 data_time: 0.0146 memory: 17007 grad_norm: 4.1960 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8335 loss: 3.8335 2022/07/26 21:08:45 - mmengine - INFO - Epoch(train) [10][160/3757] lr: 9.9384e-03 eta: 2 days, 22:19:35 time: 0.3902 data_time: 0.0157 memory: 17007 grad_norm: 4.2725 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5747 loss: 3.5747 2022/07/26 21:08:53 - mmengine - INFO - Epoch(train) [10][180/3757] lr: 9.9384e-03 eta: 2 days, 22:19:26 time: 0.3907 data_time: 0.0149 memory: 17007 grad_norm: 4.1526 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.5387 loss: 3.5387 2022/07/26 21:08:56 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 21:09:01 - mmengine - INFO - Epoch(train) [10][200/3757] lr: 9.9384e-03 eta: 2 days, 22:19:17 time: 0.3913 data_time: 0.0162 memory: 17007 grad_norm: 4.2906 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.6988 loss: 3.6988 2022/07/26 21:09:09 - mmengine - INFO - Epoch(train) [10][220/3757] lr: 9.9384e-03 eta: 2 days, 22:19:07 time: 0.3906 data_time: 0.0150 memory: 17007 grad_norm: 4.0724 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6836 loss: 3.6836 2022/07/26 21:09:17 - mmengine - INFO - Epoch(train) [10][240/3757] lr: 9.9384e-03 eta: 2 days, 22:18:59 time: 0.3940 data_time: 0.0157 memory: 17007 grad_norm: 4.1914 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.8643 loss: 3.8643 2022/07/26 21:09:25 - mmengine - INFO - Epoch(train) [10][260/3757] lr: 9.9384e-03 eta: 2 days, 22:18:50 time: 0.3905 data_time: 0.0135 memory: 17007 grad_norm: 4.2217 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.6589 loss: 3.6589 2022/07/26 21:09:32 - mmengine - INFO - Epoch(train) [10][280/3757] lr: 9.9384e-03 eta: 2 days, 22:18:41 time: 0.3917 data_time: 0.0161 memory: 17007 grad_norm: 4.2006 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.7043 loss: 3.7043 2022/07/26 21:09:40 - mmengine - INFO - Epoch(train) [10][300/3757] lr: 9.9384e-03 eta: 2 days, 22:18:32 time: 0.3898 data_time: 0.0150 memory: 17007 grad_norm: 4.1737 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.7079 loss: 3.7079 2022/07/26 21:09:48 - mmengine - INFO - Epoch(train) [10][320/3757] lr: 9.9384e-03 eta: 2 days, 22:18:24 time: 0.3936 data_time: 0.0169 memory: 17007 grad_norm: 4.1795 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.8387 loss: 3.8387 2022/07/26 21:09:56 - mmengine - INFO - Epoch(train) [10][340/3757] lr: 9.9384e-03 eta: 2 days, 22:18:15 time: 0.3909 data_time: 0.0152 memory: 17007 grad_norm: 4.1424 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7440 loss: 3.7440 2022/07/26 21:10:04 - mmengine - INFO - Epoch(train) [10][360/3757] lr: 9.9384e-03 eta: 2 days, 22:18:05 time: 0.3902 data_time: 0.0156 memory: 17007 grad_norm: 4.2794 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.8934 loss: 3.8934 2022/07/26 21:10:12 - mmengine - INFO - Epoch(train) [10][380/3757] lr: 9.9384e-03 eta: 2 days, 22:17:57 time: 0.3937 data_time: 0.0161 memory: 17007 grad_norm: 4.1059 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.8007 loss: 3.8007 2022/07/26 21:10:19 - mmengine - INFO - Epoch(train) [10][400/3757] lr: 9.9384e-03 eta: 2 days, 22:17:48 time: 0.3917 data_time: 0.0158 memory: 17007 grad_norm: 4.2021 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7346 loss: 3.7346 2022/07/26 21:10:27 - mmengine - INFO - Epoch(train) [10][420/3757] lr: 9.9384e-03 eta: 2 days, 22:17:40 time: 0.3930 data_time: 0.0158 memory: 17007 grad_norm: 4.1808 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.7155 loss: 3.7155 2022/07/26 21:10:35 - mmengine - INFO - Epoch(train) [10][440/3757] lr: 9.9384e-03 eta: 2 days, 22:17:30 time: 0.3898 data_time: 0.0144 memory: 17007 grad_norm: 4.1032 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5781 loss: 3.5781 2022/07/26 21:10:43 - mmengine - INFO - Epoch(train) [10][460/3757] lr: 9.9384e-03 eta: 2 days, 22:17:23 time: 0.3944 data_time: 0.0158 memory: 17007 grad_norm: 4.1565 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.8022 loss: 3.8022 2022/07/26 21:10:51 - mmengine - INFO - Epoch(train) [10][480/3757] lr: 9.9384e-03 eta: 2 days, 22:17:20 time: 0.4071 data_time: 0.0164 memory: 17007 grad_norm: 4.1578 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9500 loss: 3.9500 2022/07/26 21:10:59 - mmengine - INFO - Epoch(train) [10][500/3757] lr: 9.9384e-03 eta: 2 days, 22:17:11 time: 0.3923 data_time: 0.0153 memory: 17007 grad_norm: 4.1221 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.5740 loss: 3.5740 2022/07/26 21:11:07 - mmengine - INFO - Epoch(train) [10][520/3757] lr: 9.9384e-03 eta: 2 days, 22:17:09 time: 0.4087 data_time: 0.0169 memory: 17007 grad_norm: 4.1530 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.9571 loss: 3.9571 2022/07/26 21:11:15 - mmengine - INFO - Epoch(train) [10][540/3757] lr: 9.9384e-03 eta: 2 days, 22:16:59 time: 0.3899 data_time: 0.0145 memory: 17007 grad_norm: 4.0273 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8033 loss: 3.8033 2022/07/26 21:11:23 - mmengine - INFO - Epoch(train) [10][560/3757] lr: 9.9384e-03 eta: 2 days, 22:16:53 time: 0.3999 data_time: 0.0160 memory: 17007 grad_norm: 4.1125 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.7421 loss: 3.7421 2022/07/26 21:11:31 - mmengine - INFO - Epoch(train) [10][580/3757] lr: 9.9384e-03 eta: 2 days, 22:16:46 time: 0.3943 data_time: 0.0151 memory: 17007 grad_norm: 4.1526 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8264 loss: 3.8264 2022/07/26 21:11:39 - mmengine - INFO - Epoch(train) [10][600/3757] lr: 9.9384e-03 eta: 2 days, 22:16:38 time: 0.3945 data_time: 0.0159 memory: 17007 grad_norm: 4.2474 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6019 loss: 3.6019 2022/07/26 21:11:47 - mmengine - INFO - Epoch(train) [10][620/3757] lr: 9.9384e-03 eta: 2 days, 22:16:28 time: 0.3901 data_time: 0.0154 memory: 17007 grad_norm: 4.2619 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7460 loss: 3.7460 2022/07/26 21:11:54 - mmengine - INFO - Epoch(train) [10][640/3757] lr: 9.9384e-03 eta: 2 days, 22:16:19 time: 0.3908 data_time: 0.0152 memory: 17007 grad_norm: 4.1505 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.7777 loss: 3.7777 2022/07/26 21:12:02 - mmengine - INFO - Epoch(train) [10][660/3757] lr: 9.9384e-03 eta: 2 days, 22:16:11 time: 0.3919 data_time: 0.0161 memory: 17007 grad_norm: 4.2678 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.7850 loss: 3.7850 2022/07/26 21:12:10 - mmengine - INFO - Epoch(train) [10][680/3757] lr: 9.9384e-03 eta: 2 days, 22:16:02 time: 0.3916 data_time: 0.0152 memory: 17007 grad_norm: 4.2869 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.7684 loss: 3.7684 2022/07/26 21:12:18 - mmengine - INFO - Epoch(train) [10][700/3757] lr: 9.9384e-03 eta: 2 days, 22:15:54 time: 0.3952 data_time: 0.0158 memory: 17007 grad_norm: 4.3307 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7353 loss: 3.7353 2022/07/26 21:12:26 - mmengine - INFO - Epoch(train) [10][720/3757] lr: 9.9384e-03 eta: 2 days, 22:15:45 time: 0.3912 data_time: 0.0161 memory: 17007 grad_norm: 4.2509 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.7680 loss: 3.7680 2022/07/26 21:12:34 - mmengine - INFO - Epoch(train) [10][740/3757] lr: 9.9384e-03 eta: 2 days, 22:15:37 time: 0.3927 data_time: 0.0160 memory: 17007 grad_norm: 4.1641 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8585 loss: 3.8585 2022/07/26 21:12:41 - mmengine - INFO - Epoch(train) [10][760/3757] lr: 9.9384e-03 eta: 2 days, 22:15:28 time: 0.3921 data_time: 0.0156 memory: 17007 grad_norm: 4.0403 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3489 loss: 3.3489 2022/07/26 21:12:49 - mmengine - INFO - Epoch(train) [10][780/3757] lr: 9.9384e-03 eta: 2 days, 22:15:21 time: 0.3951 data_time: 0.0162 memory: 17007 grad_norm: 4.1786 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5295 loss: 3.5295 2022/07/26 21:12:57 - mmengine - INFO - Epoch(train) [10][800/3757] lr: 9.9384e-03 eta: 2 days, 22:15:12 time: 0.3922 data_time: 0.0156 memory: 17007 grad_norm: 4.1786 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.6481 loss: 3.6481 2022/07/26 21:13:05 - mmengine - INFO - Epoch(train) [10][820/3757] lr: 9.9384e-03 eta: 2 days, 22:15:03 time: 0.3913 data_time: 0.0157 memory: 17007 grad_norm: 4.0970 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9061 loss: 3.9061 2022/07/26 21:13:13 - mmengine - INFO - Epoch(train) [10][840/3757] lr: 9.9384e-03 eta: 2 days, 22:14:56 time: 0.3971 data_time: 0.0157 memory: 17007 grad_norm: 4.1718 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.7401 loss: 3.7401 2022/07/26 21:13:21 - mmengine - INFO - Epoch(train) [10][860/3757] lr: 9.9384e-03 eta: 2 days, 22:14:48 time: 0.3931 data_time: 0.0164 memory: 17007 grad_norm: 4.3772 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7049 loss: 3.7049 2022/07/26 21:13:29 - mmengine - INFO - Epoch(train) [10][880/3757] lr: 9.9384e-03 eta: 2 days, 22:14:40 time: 0.3936 data_time: 0.0169 memory: 17007 grad_norm: 4.3678 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7856 loss: 3.7856 2022/07/26 21:13:37 - mmengine - INFO - Epoch(train) [10][900/3757] lr: 9.9384e-03 eta: 2 days, 22:14:31 time: 0.3921 data_time: 0.0156 memory: 17007 grad_norm: 4.4237 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.6012 loss: 3.6012 2022/07/26 21:13:44 - mmengine - INFO - Epoch(train) [10][920/3757] lr: 9.9384e-03 eta: 2 days, 22:14:22 time: 0.3905 data_time: 0.0146 memory: 17007 grad_norm: 5.1043 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7438 loss: 3.7438 2022/07/26 21:13:52 - mmengine - INFO - Epoch(train) [10][940/3757] lr: 9.9384e-03 eta: 2 days, 22:14:13 time: 0.3909 data_time: 0.0159 memory: 17007 grad_norm: 4.4349 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7233 loss: 3.7233 2022/07/26 21:14:00 - mmengine - INFO - Epoch(train) [10][960/3757] lr: 9.9384e-03 eta: 2 days, 22:14:04 time: 0.3904 data_time: 0.0153 memory: 17007 grad_norm: 4.2927 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.7635 loss: 3.7635 2022/07/26 21:14:08 - mmengine - INFO - Epoch(train) [10][980/3757] lr: 9.9384e-03 eta: 2 days, 22:13:55 time: 0.3932 data_time: 0.0169 memory: 17007 grad_norm: 4.4765 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9565 loss: 3.9565 2022/07/26 21:14:16 - mmengine - INFO - Epoch(train) [10][1000/3757] lr: 9.9384e-03 eta: 2 days, 22:13:46 time: 0.3899 data_time: 0.0155 memory: 17007 grad_norm: 4.5222 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.9574 loss: 3.9574 2022/07/26 21:14:24 - mmengine - INFO - Epoch(train) [10][1020/3757] lr: 9.9384e-03 eta: 2 days, 22:13:39 time: 0.3964 data_time: 0.0154 memory: 17007 grad_norm: 4.4725 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8748 loss: 3.8748 2022/07/26 21:14:32 - mmengine - INFO - Epoch(train) [10][1040/3757] lr: 9.9384e-03 eta: 2 days, 22:13:33 time: 0.3987 data_time: 0.0166 memory: 17007 grad_norm: 4.8862 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.6991 loss: 3.6991 2022/07/26 21:14:39 - mmengine - INFO - Epoch(train) [10][1060/3757] lr: 9.9384e-03 eta: 2 days, 22:13:24 time: 0.3925 data_time: 0.0160 memory: 17007 grad_norm: 4.5871 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.7407 loss: 3.7407 2022/07/26 21:14:47 - mmengine - INFO - Epoch(train) [10][1080/3757] lr: 9.9384e-03 eta: 2 days, 22:13:20 time: 0.4034 data_time: 0.0178 memory: 17007 grad_norm: 4.3297 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6064 loss: 3.6064 2022/07/26 21:14:55 - mmengine - INFO - Epoch(train) [10][1100/3757] lr: 9.9384e-03 eta: 2 days, 22:13:11 time: 0.3911 data_time: 0.0145 memory: 17007 grad_norm: 4.5838 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9307 loss: 3.9307 2022/07/26 21:15:03 - mmengine - INFO - Epoch(train) [10][1120/3757] lr: 9.9384e-03 eta: 2 days, 22:13:04 time: 0.3961 data_time: 0.0150 memory: 17007 grad_norm: 4.6540 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8842 loss: 3.8842 2022/07/26 21:15:11 - mmengine - INFO - Epoch(train) [10][1140/3757] lr: 9.9384e-03 eta: 2 days, 22:12:55 time: 0.3929 data_time: 0.0163 memory: 17007 grad_norm: 4.5188 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8806 loss: 3.8806 2022/07/26 21:15:19 - mmengine - INFO - Epoch(train) [10][1160/3757] lr: 9.9384e-03 eta: 2 days, 22:12:48 time: 0.3950 data_time: 0.0149 memory: 17007 grad_norm: 4.3280 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6383 loss: 3.6383 2022/07/26 21:15:27 - mmengine - INFO - Epoch(train) [10][1180/3757] lr: 9.9384e-03 eta: 2 days, 22:12:40 time: 0.3938 data_time: 0.0163 memory: 17007 grad_norm: 4.3008 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.4812 loss: 3.4812 2022/07/26 21:15:30 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 21:15:35 - mmengine - INFO - Epoch(train) [10][1200/3757] lr: 9.9384e-03 eta: 2 days, 22:12:30 time: 0.3891 data_time: 0.0150 memory: 17007 grad_norm: 4.2892 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.8273 loss: 3.8273 2022/07/26 21:15:42 - mmengine - INFO - Epoch(train) [10][1220/3757] lr: 9.9384e-03 eta: 2 days, 22:12:22 time: 0.3930 data_time: 0.0154 memory: 17007 grad_norm: 4.3223 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.8427 loss: 3.8427 2022/07/26 21:15:51 - mmengine - INFO - Epoch(train) [10][1240/3757] lr: 9.9384e-03 eta: 2 days, 22:12:17 time: 0.4028 data_time: 0.0173 memory: 17007 grad_norm: 4.3271 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5893 loss: 3.5893 2022/07/26 21:15:58 - mmengine - INFO - Epoch(train) [10][1260/3757] lr: 9.9384e-03 eta: 2 days, 22:12:09 time: 0.3929 data_time: 0.0162 memory: 17007 grad_norm: 4.5221 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.7099 loss: 3.7099 2022/07/26 21:16:06 - mmengine - INFO - Epoch(train) [10][1280/3757] lr: 9.9384e-03 eta: 2 days, 22:11:59 time: 0.3906 data_time: 0.0147 memory: 17007 grad_norm: 4.4397 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.8085 loss: 3.8085 2022/07/26 21:16:14 - mmengine - INFO - Epoch(train) [10][1300/3757] lr: 9.9384e-03 eta: 2 days, 22:11:53 time: 0.3970 data_time: 0.0157 memory: 17007 grad_norm: 4.3590 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6688 loss: 3.6688 2022/07/26 21:16:22 - mmengine - INFO - Epoch(train) [10][1320/3757] lr: 9.9384e-03 eta: 2 days, 22:11:45 time: 0.3949 data_time: 0.0158 memory: 17007 grad_norm: 4.1609 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.7598 loss: 3.7598 2022/07/26 21:16:30 - mmengine - INFO - Epoch(train) [10][1340/3757] lr: 9.9384e-03 eta: 2 days, 22:11:36 time: 0.3917 data_time: 0.0158 memory: 17007 grad_norm: 4.3316 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4923 loss: 3.4923 2022/07/26 21:16:38 - mmengine - INFO - Epoch(train) [10][1360/3757] lr: 9.9384e-03 eta: 2 days, 22:11:28 time: 0.3933 data_time: 0.0154 memory: 17007 grad_norm: 4.3283 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6214 loss: 3.6214 2022/07/26 21:16:46 - mmengine - INFO - Epoch(train) [10][1380/3757] lr: 9.9384e-03 eta: 2 days, 22:11:19 time: 0.3912 data_time: 0.0150 memory: 17007 grad_norm: 4.3491 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6795 loss: 3.6795 2022/07/26 21:16:53 - mmengine - INFO - Epoch(train) [10][1400/3757] lr: 9.9384e-03 eta: 2 days, 22:11:10 time: 0.3914 data_time: 0.0162 memory: 17007 grad_norm: 4.3547 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.8407 loss: 3.8407 2022/07/26 21:17:01 - mmengine - INFO - Epoch(train) [10][1420/3757] lr: 9.9384e-03 eta: 2 days, 22:11:05 time: 0.4026 data_time: 0.0153 memory: 17007 grad_norm: 4.1764 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7420 loss: 3.7420 2022/07/26 21:17:09 - mmengine - INFO - Epoch(train) [10][1440/3757] lr: 9.9384e-03 eta: 2 days, 22:10:57 time: 0.3933 data_time: 0.0172 memory: 17007 grad_norm: 4.2238 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6571 loss: 3.6571 2022/07/26 21:17:17 - mmengine - INFO - Epoch(train) [10][1460/3757] lr: 9.9384e-03 eta: 2 days, 22:10:50 time: 0.3959 data_time: 0.0160 memory: 17007 grad_norm: 4.2554 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.7127 loss: 3.7127 2022/07/26 21:17:25 - mmengine - INFO - Epoch(train) [10][1480/3757] lr: 9.9384e-03 eta: 2 days, 22:10:41 time: 0.3909 data_time: 0.0153 memory: 17007 grad_norm: 4.2192 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.8076 loss: 3.8076 2022/07/26 21:17:33 - mmengine - INFO - Epoch(train) [10][1500/3757] lr: 9.9384e-03 eta: 2 days, 22:10:32 time: 0.3919 data_time: 0.0161 memory: 17007 grad_norm: 4.2810 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8383 loss: 3.8383 2022/07/26 21:17:41 - mmengine - INFO - Epoch(train) [10][1520/3757] lr: 9.9384e-03 eta: 2 days, 22:10:24 time: 0.3935 data_time: 0.0166 memory: 17007 grad_norm: 4.4050 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.9067 loss: 3.9067 2022/07/26 21:17:49 - mmengine - INFO - Epoch(train) [10][1540/3757] lr: 9.9384e-03 eta: 2 days, 22:10:16 time: 0.3937 data_time: 0.0149 memory: 17007 grad_norm: 4.5013 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8923 loss: 3.8923 2022/07/26 21:17:57 - mmengine - INFO - Epoch(train) [10][1560/3757] lr: 9.9384e-03 eta: 2 days, 22:10:07 time: 0.3920 data_time: 0.0154 memory: 17007 grad_norm: 4.3841 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6923 loss: 3.6923 2022/07/26 21:18:04 - mmengine - INFO - Epoch(train) [10][1580/3757] lr: 9.9384e-03 eta: 2 days, 22:09:59 time: 0.3920 data_time: 0.0166 memory: 17007 grad_norm: 4.5805 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9990 loss: 3.9990 2022/07/26 21:18:12 - mmengine - INFO - Epoch(train) [10][1600/3757] lr: 9.9384e-03 eta: 2 days, 22:09:55 time: 0.4051 data_time: 0.0171 memory: 17007 grad_norm: 4.3935 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.0364 loss: 4.0364 2022/07/26 21:18:20 - mmengine - INFO - Epoch(train) [10][1620/3757] lr: 9.9384e-03 eta: 2 days, 22:09:46 time: 0.3916 data_time: 0.0153 memory: 17007 grad_norm: 4.2487 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.6345 loss: 3.6345 2022/07/26 21:18:28 - mmengine - INFO - Epoch(train) [10][1640/3757] lr: 9.9384e-03 eta: 2 days, 22:09:37 time: 0.3910 data_time: 0.0156 memory: 17007 grad_norm: 4.2837 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7260 loss: 3.7260 2022/07/26 21:18:36 - mmengine - INFO - Epoch(train) [10][1660/3757] lr: 9.9384e-03 eta: 2 days, 22:09:28 time: 0.3907 data_time: 0.0155 memory: 17007 grad_norm: 4.3464 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.0335 loss: 4.0335 2022/07/26 21:18:44 - mmengine - INFO - Epoch(train) [10][1680/3757] lr: 9.9384e-03 eta: 2 days, 22:09:19 time: 0.3921 data_time: 0.0151 memory: 17007 grad_norm: 4.4461 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.0770 loss: 4.0770 2022/07/26 21:18:52 - mmengine - INFO - Epoch(train) [10][1700/3757] lr: 9.9384e-03 eta: 2 days, 22:09:10 time: 0.3910 data_time: 0.0157 memory: 17007 grad_norm: 4.5164 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.6786 loss: 3.6786 2022/07/26 21:18:59 - mmengine - INFO - Epoch(train) [10][1720/3757] lr: 9.9384e-03 eta: 2 days, 22:09:01 time: 0.3919 data_time: 0.0164 memory: 17007 grad_norm: 4.3648 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.7970 loss: 3.7970 2022/07/26 21:19:07 - mmengine - INFO - Epoch(train) [10][1740/3757] lr: 9.9384e-03 eta: 2 days, 22:08:53 time: 0.3918 data_time: 0.0163 memory: 17007 grad_norm: 4.5019 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.5175 loss: 3.5175 2022/07/26 21:19:15 - mmengine - INFO - Epoch(train) [10][1760/3757] lr: 9.9384e-03 eta: 2 days, 22:08:44 time: 0.3925 data_time: 0.0158 memory: 17007 grad_norm: 4.3474 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5732 loss: 3.5732 2022/07/26 21:19:23 - mmengine - INFO - Epoch(train) [10][1780/3757] lr: 9.9384e-03 eta: 2 days, 22:08:35 time: 0.3912 data_time: 0.0142 memory: 17007 grad_norm: 4.2355 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.7145 loss: 3.7145 2022/07/26 21:19:31 - mmengine - INFO - Epoch(train) [10][1800/3757] lr: 9.9384e-03 eta: 2 days, 22:08:27 time: 0.3920 data_time: 0.0162 memory: 17007 grad_norm: 4.3273 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.7879 loss: 3.7879 2022/07/26 21:19:39 - mmengine - INFO - Epoch(train) [10][1820/3757] lr: 9.9384e-03 eta: 2 days, 22:08:18 time: 0.3914 data_time: 0.0153 memory: 17007 grad_norm: 4.2264 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9261 loss: 3.9261 2022/07/26 21:19:46 - mmengine - INFO - Epoch(train) [10][1840/3757] lr: 9.9384e-03 eta: 2 days, 22:08:09 time: 0.3909 data_time: 0.0151 memory: 17007 grad_norm: 4.6752 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5482 loss: 3.5482 2022/07/26 21:19:54 - mmengine - INFO - Epoch(train) [10][1860/3757] lr: 9.9384e-03 eta: 2 days, 22:08:00 time: 0.3910 data_time: 0.0152 memory: 17007 grad_norm: 4.4327 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5179 loss: 3.5179 2022/07/26 21:20:03 - mmengine - INFO - Epoch(train) [10][1880/3757] lr: 9.9384e-03 eta: 2 days, 22:08:00 time: 0.4181 data_time: 0.0161 memory: 17007 grad_norm: 4.2230 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.6671 loss: 3.6671 2022/07/26 21:20:10 - mmengine - INFO - Epoch(train) [10][1900/3757] lr: 9.9384e-03 eta: 2 days, 22:07:52 time: 0.3928 data_time: 0.0154 memory: 17007 grad_norm: 4.2717 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.7039 loss: 3.7039 2022/07/26 21:20:18 - mmengine - INFO - Epoch(train) [10][1920/3757] lr: 9.9384e-03 eta: 2 days, 22:07:43 time: 0.3923 data_time: 0.0163 memory: 17007 grad_norm: 4.1343 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.8050 loss: 3.8050 2022/07/26 21:20:26 - mmengine - INFO - Epoch(train) [10][1940/3757] lr: 9.9384e-03 eta: 2 days, 22:07:34 time: 0.3895 data_time: 0.0147 memory: 17007 grad_norm: 4.2304 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.4846 loss: 3.4846 2022/07/26 21:20:34 - mmengine - INFO - Epoch(train) [10][1960/3757] lr: 9.9384e-03 eta: 2 days, 22:07:25 time: 0.3911 data_time: 0.0153 memory: 17007 grad_norm: 4.3281 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.7186 loss: 3.7186 2022/07/26 21:20:42 - mmengine - INFO - Epoch(train) [10][1980/3757] lr: 9.9384e-03 eta: 2 days, 22:07:17 time: 0.3952 data_time: 0.0153 memory: 17007 grad_norm: 4.4657 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.7424 loss: 3.7424 2022/07/26 21:20:50 - mmengine - INFO - Epoch(train) [10][2000/3757] lr: 9.9384e-03 eta: 2 days, 22:07:09 time: 0.3919 data_time: 0.0156 memory: 17007 grad_norm: 4.7032 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.8565 loss: 3.8565 2022/07/26 21:20:58 - mmengine - INFO - Epoch(train) [10][2020/3757] lr: 9.9384e-03 eta: 2 days, 22:07:03 time: 0.4003 data_time: 0.0148 memory: 17007 grad_norm: 4.2700 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.7379 loss: 3.7379 2022/07/26 21:21:05 - mmengine - INFO - Epoch(train) [10][2040/3757] lr: 9.9384e-03 eta: 2 days, 22:06:54 time: 0.3901 data_time: 0.0149 memory: 17007 grad_norm: 4.4356 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.7195 loss: 3.7195 2022/07/26 21:21:13 - mmengine - INFO - Epoch(train) [10][2060/3757] lr: 9.9384e-03 eta: 2 days, 22:06:45 time: 0.3914 data_time: 0.0163 memory: 17007 grad_norm: 4.4556 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5716 loss: 3.5716 2022/07/26 21:21:21 - mmengine - INFO - Epoch(train) [10][2080/3757] lr: 9.9384e-03 eta: 2 days, 22:06:37 time: 0.3953 data_time: 0.0153 memory: 17007 grad_norm: 4.3544 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.0600 loss: 4.0600 2022/07/26 21:21:29 - mmengine - INFO - Epoch(train) [10][2100/3757] lr: 9.9384e-03 eta: 2 days, 22:06:29 time: 0.3927 data_time: 0.0151 memory: 17007 grad_norm: 4.3820 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.1200 loss: 4.1200 2022/07/26 21:21:37 - mmengine - INFO - Epoch(train) [10][2120/3757] lr: 9.9384e-03 eta: 2 days, 22:06:20 time: 0.3916 data_time: 0.0158 memory: 17007 grad_norm: 4.2075 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.8355 loss: 3.8355 2022/07/26 21:21:45 - mmengine - INFO - Epoch(train) [10][2140/3757] lr: 9.9384e-03 eta: 2 days, 22:06:16 time: 0.4036 data_time: 0.0133 memory: 17007 grad_norm: 4.1674 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.7281 loss: 3.7281 2022/07/26 21:21:53 - mmengine - INFO - Epoch(train) [10][2160/3757] lr: 9.9384e-03 eta: 2 days, 22:06:07 time: 0.3915 data_time: 0.0157 memory: 17007 grad_norm: 4.2022 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7951 loss: 3.7951 2022/07/26 21:22:01 - mmengine - INFO - Epoch(train) [10][2180/3757] lr: 9.9384e-03 eta: 2 days, 22:06:02 time: 0.4032 data_time: 0.0148 memory: 17007 grad_norm: 4.2243 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.8217 loss: 3.8217 2022/07/26 21:22:04 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 21:22:09 - mmengine - INFO - Epoch(train) [10][2200/3757] lr: 9.9384e-03 eta: 2 days, 22:05:53 time: 0.3918 data_time: 0.0156 memory: 17007 grad_norm: 4.2273 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.7116 loss: 3.7116 2022/07/26 21:22:17 - mmengine - INFO - Epoch(train) [10][2220/3757] lr: 9.9384e-03 eta: 2 days, 22:05:45 time: 0.3921 data_time: 0.0158 memory: 17007 grad_norm: 4.2946 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8220 loss: 3.8220 2022/07/26 21:22:24 - mmengine - INFO - Epoch(train) [10][2240/3757] lr: 9.9384e-03 eta: 2 days, 22:05:36 time: 0.3925 data_time: 0.0155 memory: 17007 grad_norm: 4.3835 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5446 loss: 3.5446 2022/07/26 21:22:32 - mmengine - INFO - Epoch(train) [10][2260/3757] lr: 9.9384e-03 eta: 2 days, 22:05:28 time: 0.3917 data_time: 0.0163 memory: 17007 grad_norm: 4.3088 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5105 loss: 3.5105 2022/07/26 21:22:40 - mmengine - INFO - Epoch(train) [10][2280/3757] lr: 9.9384e-03 eta: 2 days, 22:05:19 time: 0.3924 data_time: 0.0158 memory: 17007 grad_norm: 4.4581 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8723 loss: 3.8723 2022/07/26 21:22:48 - mmengine - INFO - Epoch(train) [10][2300/3757] lr: 9.9384e-03 eta: 2 days, 22:05:10 time: 0.3920 data_time: 0.0154 memory: 17007 grad_norm: 4.2118 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6061 loss: 3.6061 2022/07/26 21:22:56 - mmengine - INFO - Epoch(train) [10][2320/3757] lr: 9.9384e-03 eta: 2 days, 22:05:02 time: 0.3916 data_time: 0.0166 memory: 17007 grad_norm: 4.1791 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.7511 loss: 3.7511 2022/07/26 21:23:04 - mmengine - INFO - Epoch(train) [10][2340/3757] lr: 9.9384e-03 eta: 2 days, 22:04:53 time: 0.3919 data_time: 0.0160 memory: 17007 grad_norm: 4.2675 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.4377 loss: 3.4377 2022/07/26 21:23:12 - mmengine - INFO - Epoch(train) [10][2360/3757] lr: 9.9384e-03 eta: 2 days, 22:04:49 time: 0.4057 data_time: 0.0157 memory: 17007 grad_norm: 4.4454 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8588 loss: 3.8588 2022/07/26 21:23:20 - mmengine - INFO - Epoch(train) [10][2380/3757] lr: 9.9384e-03 eta: 2 days, 22:04:40 time: 0.3911 data_time: 0.0159 memory: 17007 grad_norm: 4.2647 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5700 loss: 3.5700 2022/07/26 21:23:27 - mmengine - INFO - Epoch(train) [10][2400/3757] lr: 9.9384e-03 eta: 2 days, 22:04:32 time: 0.3935 data_time: 0.0148 memory: 17007 grad_norm: 4.3942 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6328 loss: 3.6328 2022/07/26 21:23:35 - mmengine - INFO - Epoch(train) [10][2420/3757] lr: 9.9384e-03 eta: 2 days, 22:04:23 time: 0.3913 data_time: 0.0137 memory: 17007 grad_norm: 4.2928 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.8692 loss: 3.8692 2022/07/26 21:23:43 - mmengine - INFO - Epoch(train) [10][2440/3757] lr: 9.9384e-03 eta: 2 days, 22:04:16 time: 0.3945 data_time: 0.0155 memory: 17007 grad_norm: 4.2362 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8332 loss: 3.8332 2022/07/26 21:23:51 - mmengine - INFO - Epoch(train) [10][2460/3757] lr: 9.9384e-03 eta: 2 days, 22:04:06 time: 0.3905 data_time: 0.0155 memory: 17007 grad_norm: 4.1943 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5814 loss: 3.5814 2022/07/26 21:23:59 - mmengine - INFO - Epoch(train) [10][2480/3757] lr: 9.9384e-03 eta: 2 days, 22:04:02 time: 0.4045 data_time: 0.0150 memory: 17007 grad_norm: 4.4002 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.9817 loss: 3.9817 2022/07/26 21:24:07 - mmengine - INFO - Epoch(train) [10][2500/3757] lr: 9.9384e-03 eta: 2 days, 22:03:53 time: 0.3907 data_time: 0.0146 memory: 17007 grad_norm: 4.3348 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.8837 loss: 3.8837 2022/07/26 21:24:15 - mmengine - INFO - Epoch(train) [10][2520/3757] lr: 9.9384e-03 eta: 2 days, 22:03:46 time: 0.3958 data_time: 0.0161 memory: 17007 grad_norm: 4.2519 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.6013 loss: 3.6013 2022/07/26 21:24:23 - mmengine - INFO - Epoch(train) [10][2540/3757] lr: 9.9384e-03 eta: 2 days, 22:03:36 time: 0.3899 data_time: 0.0155 memory: 17007 grad_norm: 4.1687 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.7945 loss: 3.7945 2022/07/26 21:24:30 - mmengine - INFO - Epoch(train) [10][2560/3757] lr: 9.9384e-03 eta: 2 days, 22:03:29 time: 0.3955 data_time: 0.0170 memory: 17007 grad_norm: 4.2109 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.7753 loss: 3.7753 2022/07/26 21:24:38 - mmengine - INFO - Epoch(train) [10][2580/3757] lr: 9.9384e-03 eta: 2 days, 22:03:20 time: 0.3911 data_time: 0.0147 memory: 17007 grad_norm: 4.2275 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.6773 loss: 3.6773 2022/07/26 21:24:46 - mmengine - INFO - Epoch(train) [10][2600/3757] lr: 9.9384e-03 eta: 2 days, 22:03:11 time: 0.3916 data_time: 0.0159 memory: 17007 grad_norm: 4.3402 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.6596 loss: 3.6596 2022/07/26 21:24:54 - mmengine - INFO - Epoch(train) [10][2620/3757] lr: 9.9384e-03 eta: 2 days, 22:03:03 time: 0.3945 data_time: 0.0155 memory: 17007 grad_norm: 4.2466 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8865 loss: 3.8865 2022/07/26 21:25:02 - mmengine - INFO - Epoch(train) [10][2640/3757] lr: 9.9384e-03 eta: 2 days, 22:02:55 time: 0.3915 data_time: 0.0153 memory: 17007 grad_norm: 4.1864 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.6893 loss: 3.6893 2022/07/26 21:25:10 - mmengine - INFO - Epoch(train) [10][2660/3757] lr: 9.9384e-03 eta: 2 days, 22:02:47 time: 0.3937 data_time: 0.0170 memory: 17007 grad_norm: 4.2084 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.7081 loss: 3.7081 2022/07/26 21:25:18 - mmengine - INFO - Epoch(train) [10][2680/3757] lr: 9.9384e-03 eta: 2 days, 22:02:39 time: 0.3939 data_time: 0.0154 memory: 17007 grad_norm: 4.2806 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.5768 loss: 3.5768 2022/07/26 21:25:25 - mmengine - INFO - Epoch(train) [10][2700/3757] lr: 9.9384e-03 eta: 2 days, 22:02:29 time: 0.3901 data_time: 0.0149 memory: 17007 grad_norm: 4.3625 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.4347 loss: 3.4347 2022/07/26 21:25:33 - mmengine - INFO - Epoch(train) [10][2720/3757] lr: 9.9384e-03 eta: 2 days, 22:02:21 time: 0.3944 data_time: 0.0162 memory: 17007 grad_norm: 4.2233 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.6742 loss: 3.6742 2022/07/26 21:25:41 - mmengine - INFO - Epoch(train) [10][2740/3757] lr: 9.9384e-03 eta: 2 days, 22:02:12 time: 0.3901 data_time: 0.0143 memory: 17007 grad_norm: 4.2771 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8869 loss: 3.8869 2022/07/26 21:25:49 - mmengine - INFO - Epoch(train) [10][2760/3757] lr: 9.9384e-03 eta: 2 days, 22:02:04 time: 0.3921 data_time: 0.0151 memory: 17007 grad_norm: 4.4123 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6704 loss: 3.6704 2022/07/26 21:25:57 - mmengine - INFO - Epoch(train) [10][2780/3757] lr: 9.9384e-03 eta: 2 days, 22:01:55 time: 0.3911 data_time: 0.0159 memory: 17007 grad_norm: 4.6238 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.6439 loss: 3.6439 2022/07/26 21:26:05 - mmengine - INFO - Epoch(train) [10][2800/3757] lr: 9.9384e-03 eta: 2 days, 22:01:46 time: 0.3935 data_time: 0.0157 memory: 17007 grad_norm: 4.3884 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.8247 loss: 3.8247 2022/07/26 21:26:13 - mmengine - INFO - Epoch(train) [10][2820/3757] lr: 9.9384e-03 eta: 2 days, 22:01:39 time: 0.3940 data_time: 0.0151 memory: 17007 grad_norm: 4.3656 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7929 loss: 3.7929 2022/07/26 21:26:20 - mmengine - INFO - Epoch(train) [10][2840/3757] lr: 9.9384e-03 eta: 2 days, 22:01:32 time: 0.3979 data_time: 0.0170 memory: 17007 grad_norm: 4.2478 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4516 loss: 3.4516 2022/07/26 21:26:28 - mmengine - INFO - Epoch(train) [10][2860/3757] lr: 9.9384e-03 eta: 2 days, 22:01:24 time: 0.3926 data_time: 0.0150 memory: 17007 grad_norm: 4.1969 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6853 loss: 3.6853 2022/07/26 21:26:36 - mmengine - INFO - Epoch(train) [10][2880/3757] lr: 9.9384e-03 eta: 2 days, 22:01:15 time: 0.3913 data_time: 0.0160 memory: 17007 grad_norm: 4.2878 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7734 loss: 3.7734 2022/07/26 21:26:44 - mmengine - INFO - Epoch(train) [10][2900/3757] lr: 9.9384e-03 eta: 2 days, 22:01:06 time: 0.3930 data_time: 0.0161 memory: 17007 grad_norm: 4.2370 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.9311 loss: 3.9311 2022/07/26 21:26:52 - mmengine - INFO - Epoch(train) [10][2920/3757] lr: 9.9384e-03 eta: 2 days, 22:00:58 time: 0.3913 data_time: 0.0148 memory: 17007 grad_norm: 4.1584 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.7232 loss: 3.7232 2022/07/26 21:27:00 - mmengine - INFO - Epoch(train) [10][2940/3757] lr: 9.9384e-03 eta: 2 days, 22:00:49 time: 0.3917 data_time: 0.0155 memory: 17007 grad_norm: 4.3988 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.8800 loss: 3.8800 2022/07/26 21:27:08 - mmengine - INFO - Epoch(train) [10][2960/3757] lr: 9.9384e-03 eta: 2 days, 22:00:40 time: 0.3928 data_time: 0.0157 memory: 17007 grad_norm: 4.3233 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.9367 loss: 3.9367 2022/07/26 21:27:15 - mmengine - INFO - Epoch(train) [10][2980/3757] lr: 9.9384e-03 eta: 2 days, 22:00:32 time: 0.3913 data_time: 0.0157 memory: 17007 grad_norm: 4.1865 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 3.6287 loss: 3.6287 2022/07/26 21:27:23 - mmengine - INFO - Epoch(train) [10][3000/3757] lr: 9.9384e-03 eta: 2 days, 22:00:25 time: 0.3980 data_time: 0.0160 memory: 17007 grad_norm: 4.4947 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.7022 loss: 3.7022 2022/07/26 21:27:31 - mmengine - INFO - Epoch(train) [10][3020/3757] lr: 9.9384e-03 eta: 2 days, 22:00:16 time: 0.3917 data_time: 0.0164 memory: 17007 grad_norm: 4.1637 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4953 loss: 3.4953 2022/07/26 21:27:39 - mmengine - INFO - Epoch(train) [10][3040/3757] lr: 9.9384e-03 eta: 2 days, 22:00:08 time: 0.3942 data_time: 0.0167 memory: 17007 grad_norm: 4.2136 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.0537 loss: 4.0537 2022/07/26 21:27:47 - mmengine - INFO - Epoch(train) [10][3060/3757] lr: 9.9384e-03 eta: 2 days, 21:59:59 time: 0.3897 data_time: 0.0145 memory: 17007 grad_norm: 4.1701 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.8783 loss: 3.8783 2022/07/26 21:27:55 - mmengine - INFO - Epoch(train) [10][3080/3757] lr: 9.9384e-03 eta: 2 days, 21:59:50 time: 0.3904 data_time: 0.0158 memory: 17007 grad_norm: 4.1391 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7949 loss: 3.7949 2022/07/26 21:28:03 - mmengine - INFO - Epoch(train) [10][3100/3757] lr: 9.9384e-03 eta: 2 days, 21:59:42 time: 0.3933 data_time: 0.0155 memory: 17007 grad_norm: 4.1292 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.6657 loss: 3.6657 2022/07/26 21:28:11 - mmengine - INFO - Epoch(train) [10][3120/3757] lr: 9.9384e-03 eta: 2 days, 21:59:42 time: 0.4172 data_time: 0.0159 memory: 17007 grad_norm: 4.1233 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.7461 loss: 3.7461 2022/07/26 21:28:19 - mmengine - INFO - Epoch(train) [10][3140/3757] lr: 9.9384e-03 eta: 2 days, 21:59:33 time: 0.3923 data_time: 0.0158 memory: 17007 grad_norm: 4.2246 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.4684 loss: 3.4684 2022/07/26 21:28:27 - mmengine - INFO - Epoch(train) [10][3160/3757] lr: 9.9384e-03 eta: 2 days, 21:59:24 time: 0.3901 data_time: 0.0154 memory: 17007 grad_norm: 4.3788 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.8317 loss: 3.8317 2022/07/26 21:28:34 - mmengine - INFO - Epoch(train) [10][3180/3757] lr: 9.9384e-03 eta: 2 days, 21:59:16 time: 0.3942 data_time: 0.0163 memory: 17007 grad_norm: 4.2333 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.5815 loss: 3.5815 2022/07/26 21:28:37 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 21:28:42 - mmengine - INFO - Epoch(train) [10][3200/3757] lr: 9.9384e-03 eta: 2 days, 21:59:08 time: 0.3922 data_time: 0.0161 memory: 17007 grad_norm: 4.2178 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.7247 loss: 3.7247 2022/07/26 21:28:50 - mmengine - INFO - Epoch(train) [10][3220/3757] lr: 9.9384e-03 eta: 2 days, 21:58:59 time: 0.3935 data_time: 0.0151 memory: 17007 grad_norm: 4.6316 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7551 loss: 3.7551 2022/07/26 21:28:58 - mmengine - INFO - Epoch(train) [10][3240/3757] lr: 9.9384e-03 eta: 2 days, 21:58:51 time: 0.3926 data_time: 0.0157 memory: 17007 grad_norm: 4.0904 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7927 loss: 3.7927 2022/07/26 21:29:06 - mmengine - INFO - Epoch(train) [10][3260/3757] lr: 9.9384e-03 eta: 2 days, 21:58:42 time: 0.3905 data_time: 0.0142 memory: 17007 grad_norm: 4.1136 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6136 loss: 3.6136 2022/07/26 21:29:14 - mmengine - INFO - Epoch(train) [10][3280/3757] lr: 9.9384e-03 eta: 2 days, 21:58:34 time: 0.3938 data_time: 0.0169 memory: 17007 grad_norm: 4.1189 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.6057 loss: 3.6057 2022/07/26 21:29:21 - mmengine - INFO - Epoch(train) [10][3300/3757] lr: 9.9384e-03 eta: 2 days, 21:58:25 time: 0.3904 data_time: 0.0147 memory: 17007 grad_norm: 4.3112 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.8603 loss: 3.8603 2022/07/26 21:29:29 - mmengine - INFO - Epoch(train) [10][3320/3757] lr: 9.9384e-03 eta: 2 days, 21:58:17 time: 0.3946 data_time: 0.0176 memory: 17007 grad_norm: 4.2381 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.7569 loss: 3.7569 2022/07/26 21:29:37 - mmengine - INFO - Epoch(train) [10][3340/3757] lr: 9.9384e-03 eta: 2 days, 21:58:08 time: 0.3904 data_time: 0.0142 memory: 17007 grad_norm: 4.3001 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.7351 loss: 3.7351 2022/07/26 21:29:45 - mmengine - INFO - Epoch(train) [10][3360/3757] lr: 9.9384e-03 eta: 2 days, 21:57:59 time: 0.3921 data_time: 0.0155 memory: 17007 grad_norm: 4.2546 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6077 loss: 3.6077 2022/07/26 21:29:53 - mmengine - INFO - Epoch(train) [10][3380/3757] lr: 9.9384e-03 eta: 2 days, 21:57:52 time: 0.3947 data_time: 0.0162 memory: 17007 grad_norm: 4.2392 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.7817 loss: 3.7817 2022/07/26 21:30:01 - mmengine - INFO - Epoch(train) [10][3400/3757] lr: 9.9384e-03 eta: 2 days, 21:57:43 time: 0.3922 data_time: 0.0162 memory: 17007 grad_norm: 4.1871 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8561 loss: 3.8561 2022/07/26 21:30:09 - mmengine - INFO - Epoch(train) [10][3420/3757] lr: 9.9384e-03 eta: 2 days, 21:57:35 time: 0.3945 data_time: 0.0166 memory: 17007 grad_norm: 4.2484 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.7192 loss: 3.7192 2022/07/26 21:30:16 - mmengine - INFO - Epoch(train) [10][3440/3757] lr: 9.9384e-03 eta: 2 days, 21:57:26 time: 0.3907 data_time: 0.0157 memory: 17007 grad_norm: 4.2253 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.7976 loss: 3.7976 2022/07/26 21:30:24 - mmengine - INFO - Epoch(train) [10][3460/3757] lr: 9.9384e-03 eta: 2 days, 21:57:17 time: 0.3914 data_time: 0.0155 memory: 17007 grad_norm: 4.2484 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.6149 loss: 3.6149 2022/07/26 21:30:32 - mmengine - INFO - Epoch(train) [10][3480/3757] lr: 9.9384e-03 eta: 2 days, 21:57:09 time: 0.3930 data_time: 0.0157 memory: 17007 grad_norm: 4.2603 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4652 loss: 3.4652 2022/07/26 21:30:40 - mmengine - INFO - Epoch(train) [10][3500/3757] lr: 9.9384e-03 eta: 2 days, 21:57:00 time: 0.3916 data_time: 0.0153 memory: 17007 grad_norm: 4.3258 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.6318 loss: 3.6318 2022/07/26 21:30:48 - mmengine - INFO - Epoch(train) [10][3520/3757] lr: 9.9384e-03 eta: 2 days, 21:56:52 time: 0.3916 data_time: 0.0159 memory: 17007 grad_norm: 4.1895 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.6949 loss: 3.6949 2022/07/26 21:30:56 - mmengine - INFO - Epoch(train) [10][3540/3757] lr: 9.9384e-03 eta: 2 days, 21:56:43 time: 0.3911 data_time: 0.0138 memory: 17007 grad_norm: 4.3249 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8807 loss: 3.8807 2022/07/26 21:31:03 - mmengine - INFO - Epoch(train) [10][3560/3757] lr: 9.9384e-03 eta: 2 days, 21:56:34 time: 0.3920 data_time: 0.0163 memory: 17007 grad_norm: 4.2166 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5134 loss: 3.5134 2022/07/26 21:31:11 - mmengine - INFO - Epoch(train) [10][3580/3757] lr: 9.9384e-03 eta: 2 days, 21:56:26 time: 0.3931 data_time: 0.0167 memory: 17007 grad_norm: 4.2667 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6045 loss: 3.6045 2022/07/26 21:31:19 - mmengine - INFO - Epoch(train) [10][3600/3757] lr: 9.9384e-03 eta: 2 days, 21:56:17 time: 0.3925 data_time: 0.0173 memory: 17007 grad_norm: 4.4336 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9024 loss: 3.9024 2022/07/26 21:31:27 - mmengine - INFO - Epoch(train) [10][3620/3757] lr: 9.9384e-03 eta: 2 days, 21:56:08 time: 0.3889 data_time: 0.0144 memory: 17007 grad_norm: 4.2091 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7368 loss: 3.7368 2022/07/26 21:31:35 - mmengine - INFO - Epoch(train) [10][3640/3757] lr: 9.9384e-03 eta: 2 days, 21:55:59 time: 0.3928 data_time: 0.0161 memory: 17007 grad_norm: 4.1812 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.6228 loss: 3.6228 2022/07/26 21:31:43 - mmengine - INFO - Epoch(train) [10][3660/3757] lr: 9.9384e-03 eta: 2 days, 21:55:51 time: 0.3916 data_time: 0.0164 memory: 17007 grad_norm: 4.2662 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6831 loss: 3.6831 2022/07/26 21:31:51 - mmengine - INFO - Epoch(train) [10][3680/3757] lr: 9.9384e-03 eta: 2 days, 21:55:43 time: 0.3957 data_time: 0.0157 memory: 17007 grad_norm: 4.5355 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6089 loss: 3.6089 2022/07/26 21:31:58 - mmengine - INFO - Epoch(train) [10][3700/3757] lr: 9.9384e-03 eta: 2 days, 21:55:35 time: 0.3937 data_time: 0.0166 memory: 17007 grad_norm: 4.1703 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6218 loss: 3.6218 2022/07/26 21:32:06 - mmengine - INFO - Epoch(train) [10][3720/3757] lr: 9.9384e-03 eta: 2 days, 21:55:26 time: 0.3910 data_time: 0.0159 memory: 17007 grad_norm: 4.2309 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5680 loss: 3.5680 2022/07/26 21:32:14 - mmengine - INFO - Epoch(train) [10][3740/3757] lr: 9.9384e-03 eta: 2 days, 21:55:18 time: 0.3921 data_time: 0.0161 memory: 17007 grad_norm: 4.2910 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.7891 loss: 3.7891 2022/07/26 21:32:21 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 21:32:21 - mmengine - INFO - Epoch(train) [10][3757/3757] lr: 9.9384e-03 eta: 2 days, 21:55:18 time: 0.4129 data_time: 0.0190 memory: 17007 grad_norm: 4.1934 top1_acc: 0.2857 top5_acc: 0.7143 loss_cls: 3.6254 loss: 3.6254 2022/07/26 21:32:21 - mmengine - INFO - Saving checkpoint at 10 epochs 2022/07/26 21:32:33 - mmengine - INFO - Epoch(train) [11][20/3757] lr: 9.9240e-03 eta: 2 days, 21:53:28 time: 0.4498 data_time: 0.0738 memory: 17007 grad_norm: 4.2419 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.5991 loss: 3.5991 2022/07/26 21:32:41 - mmengine - INFO - Epoch(train) [11][40/3757] lr: 9.9240e-03 eta: 2 days, 21:53:21 time: 0.3954 data_time: 0.0194 memory: 17007 grad_norm: 4.3137 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6376 loss: 3.6376 2022/07/26 21:32:48 - mmengine - INFO - Epoch(train) [11][60/3757] lr: 9.9240e-03 eta: 2 days, 21:53:12 time: 0.3899 data_time: 0.0146 memory: 17007 grad_norm: 4.2804 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5651 loss: 3.5651 2022/07/26 21:32:56 - mmengine - INFO - Epoch(train) [11][80/3757] lr: 9.9240e-03 eta: 2 days, 21:53:03 time: 0.3915 data_time: 0.0165 memory: 17007 grad_norm: 4.2345 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8861 loss: 3.8861 2022/07/26 21:33:04 - mmengine - INFO - Epoch(train) [11][100/3757] lr: 9.9240e-03 eta: 2 days, 21:52:55 time: 0.3947 data_time: 0.0145 memory: 17007 grad_norm: 4.2499 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.6366 loss: 3.6366 2022/07/26 21:33:12 - mmengine - INFO - Epoch(train) [11][120/3757] lr: 9.9240e-03 eta: 2 days, 21:52:47 time: 0.3918 data_time: 0.0161 memory: 17007 grad_norm: 4.1627 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3887 loss: 3.3887 2022/07/26 21:33:20 - mmengine - INFO - Epoch(train) [11][140/3757] lr: 9.9240e-03 eta: 2 days, 21:52:39 time: 0.3948 data_time: 0.0168 memory: 17007 grad_norm: 4.2472 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.7174 loss: 3.7174 2022/07/26 21:33:28 - mmengine - INFO - Epoch(train) [11][160/3757] lr: 9.9240e-03 eta: 2 days, 21:52:31 time: 0.3918 data_time: 0.0165 memory: 17007 grad_norm: 4.2867 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6502 loss: 3.6502 2022/07/26 21:33:35 - mmengine - INFO - Epoch(train) [11][180/3757] lr: 9.9240e-03 eta: 2 days, 21:52:22 time: 0.3911 data_time: 0.0155 memory: 17007 grad_norm: 4.0771 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.6024 loss: 3.6024 2022/07/26 21:33:43 - mmengine - INFO - Epoch(train) [11][200/3757] lr: 9.9240e-03 eta: 2 days, 21:52:14 time: 0.3935 data_time: 0.0152 memory: 17007 grad_norm: 4.1695 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7291 loss: 3.7291 2022/07/26 21:33:51 - mmengine - INFO - Epoch(train) [11][220/3757] lr: 9.9240e-03 eta: 2 days, 21:52:10 time: 0.4066 data_time: 0.0151 memory: 17007 grad_norm: 4.2348 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5454 loss: 3.5454 2022/07/26 21:33:59 - mmengine - INFO - Epoch(train) [11][240/3757] lr: 9.9240e-03 eta: 2 days, 21:52:02 time: 0.3945 data_time: 0.0166 memory: 17007 grad_norm: 4.3187 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.6427 loss: 3.6427 2022/07/26 21:34:07 - mmengine - INFO - Epoch(train) [11][260/3757] lr: 9.9240e-03 eta: 2 days, 21:51:54 time: 0.3910 data_time: 0.0146 memory: 17007 grad_norm: 4.2641 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.7289 loss: 3.7289 2022/07/26 21:34:15 - mmengine - INFO - Epoch(train) [11][280/3757] lr: 9.9240e-03 eta: 2 days, 21:51:45 time: 0.3920 data_time: 0.0150 memory: 17007 grad_norm: 4.2788 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.5335 loss: 3.5335 2022/07/26 21:34:23 - mmengine - INFO - Epoch(train) [11][300/3757] lr: 9.9240e-03 eta: 2 days, 21:51:37 time: 0.3923 data_time: 0.0159 memory: 17007 grad_norm: 4.3368 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 3.7105 loss: 3.7105 2022/07/26 21:34:31 - mmengine - INFO - Epoch(train) [11][320/3757] lr: 9.9240e-03 eta: 2 days, 21:51:30 time: 0.3974 data_time: 0.0161 memory: 17007 grad_norm: 4.2678 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5626 loss: 3.5626 2022/07/26 21:34:39 - mmengine - INFO - Epoch(train) [11][340/3757] lr: 9.9240e-03 eta: 2 days, 21:51:22 time: 0.3934 data_time: 0.0161 memory: 17007 grad_norm: 4.2820 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9680 loss: 3.9680 2022/07/26 21:34:46 - mmengine - INFO - Epoch(train) [11][360/3757] lr: 9.9240e-03 eta: 2 days, 21:51:13 time: 0.3918 data_time: 0.0160 memory: 17007 grad_norm: 4.3910 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.1274 loss: 4.1274 2022/07/26 21:34:54 - mmengine - INFO - Epoch(train) [11][380/3757] lr: 9.9240e-03 eta: 2 days, 21:51:04 time: 0.3906 data_time: 0.0152 memory: 17007 grad_norm: 4.2043 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.7235 loss: 3.7235 2022/07/26 21:35:02 - mmengine - INFO - Epoch(train) [11][400/3757] lr: 9.9240e-03 eta: 2 days, 21:50:56 time: 0.3921 data_time: 0.0165 memory: 17007 grad_norm: 4.7845 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5009 loss: 3.5009 2022/07/26 21:35:10 - mmengine - INFO - Epoch(train) [11][420/3757] lr: 9.9240e-03 eta: 2 days, 21:50:48 time: 0.3957 data_time: 0.0149 memory: 17007 grad_norm: 4.3424 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5374 loss: 3.5374 2022/07/26 21:35:14 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 21:35:18 - mmengine - INFO - Epoch(train) [11][440/3757] lr: 9.9240e-03 eta: 2 days, 21:50:40 time: 0.3913 data_time: 0.0164 memory: 17007 grad_norm: 4.3658 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.5842 loss: 3.5842 2022/07/26 21:35:26 - mmengine - INFO - Epoch(train) [11][460/3757] lr: 9.9240e-03 eta: 2 days, 21:50:31 time: 0.3927 data_time: 0.0155 memory: 17007 grad_norm: 4.2389 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6153 loss: 3.6153 2022/07/26 21:35:34 - mmengine - INFO - Epoch(train) [11][480/3757] lr: 9.9240e-03 eta: 2 days, 21:50:28 time: 0.4073 data_time: 0.0168 memory: 17007 grad_norm: 4.3704 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.6034 loss: 3.6034 2022/07/26 21:35:42 - mmengine - INFO - Epoch(train) [11][500/3757] lr: 9.9240e-03 eta: 2 days, 21:50:19 time: 0.3904 data_time: 0.0148 memory: 17007 grad_norm: 4.4059 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.5653 loss: 3.5653 2022/07/26 21:35:50 - mmengine - INFO - Epoch(train) [11][520/3757] lr: 9.9240e-03 eta: 2 days, 21:50:10 time: 0.3922 data_time: 0.0167 memory: 17007 grad_norm: 4.2002 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3761 loss: 3.3761 2022/07/26 21:35:57 - mmengine - INFO - Epoch(train) [11][540/3757] lr: 9.9240e-03 eta: 2 days, 21:50:02 time: 0.3913 data_time: 0.0153 memory: 17007 grad_norm: 4.2165 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4227 loss: 3.4227 2022/07/26 21:36:05 - mmengine - INFO - Epoch(train) [11][560/3757] lr: 9.9240e-03 eta: 2 days, 21:49:54 time: 0.3952 data_time: 0.0146 memory: 17007 grad_norm: 4.2736 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4983 loss: 3.4983 2022/07/26 21:36:13 - mmengine - INFO - Epoch(train) [11][580/3757] lr: 9.9240e-03 eta: 2 days, 21:49:49 time: 0.4011 data_time: 0.0149 memory: 17007 grad_norm: 4.3978 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.0618 loss: 4.0618 2022/07/26 21:36:21 - mmengine - INFO - Epoch(train) [11][600/3757] lr: 9.9240e-03 eta: 2 days, 21:49:41 time: 0.3956 data_time: 0.0166 memory: 17007 grad_norm: 4.3902 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.6993 loss: 3.6993 2022/07/26 21:36:29 - mmengine - INFO - Epoch(train) [11][620/3757] lr: 9.9240e-03 eta: 2 days, 21:49:39 time: 0.4117 data_time: 0.0163 memory: 17007 grad_norm: 4.3163 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.6667 loss: 3.6667 2022/07/26 21:36:37 - mmengine - INFO - Epoch(train) [11][640/3757] lr: 9.9240e-03 eta: 2 days, 21:49:31 time: 0.3921 data_time: 0.0161 memory: 17007 grad_norm: 4.2874 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.6292 loss: 3.6292 2022/07/26 21:36:45 - mmengine - INFO - Epoch(train) [11][660/3757] lr: 9.9240e-03 eta: 2 days, 21:49:24 time: 0.3982 data_time: 0.0161 memory: 17007 grad_norm: 4.1661 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.7819 loss: 3.7819 2022/07/26 21:36:53 - mmengine - INFO - Epoch(train) [11][680/3757] lr: 9.9240e-03 eta: 2 days, 21:49:16 time: 0.3922 data_time: 0.0164 memory: 17007 grad_norm: 4.3110 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5917 loss: 3.5917 2022/07/26 21:37:01 - mmengine - INFO - Epoch(train) [11][700/3757] lr: 9.9240e-03 eta: 2 days, 21:49:08 time: 0.3939 data_time: 0.0163 memory: 17007 grad_norm: 4.1319 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.7257 loss: 3.7257 2022/07/26 21:37:09 - mmengine - INFO - Epoch(train) [11][720/3757] lr: 9.9240e-03 eta: 2 days, 21:48:59 time: 0.3908 data_time: 0.0157 memory: 17007 grad_norm: 4.1619 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7154 loss: 3.7154 2022/07/26 21:37:17 - mmengine - INFO - Epoch(train) [11][740/3757] lr: 9.9240e-03 eta: 2 days, 21:48:50 time: 0.3902 data_time: 0.0140 memory: 17007 grad_norm: 4.2073 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.7246 loss: 3.7246 2022/07/26 21:37:25 - mmengine - INFO - Epoch(train) [11][760/3757] lr: 9.9240e-03 eta: 2 days, 21:48:42 time: 0.3947 data_time: 0.0172 memory: 17007 grad_norm: 4.2406 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8003 loss: 3.8003 2022/07/26 21:37:32 - mmengine - INFO - Epoch(train) [11][780/3757] lr: 9.9240e-03 eta: 2 days, 21:48:33 time: 0.3912 data_time: 0.0149 memory: 17007 grad_norm: 4.2632 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8623 loss: 3.8623 2022/07/26 21:37:40 - mmengine - INFO - Epoch(train) [11][800/3757] lr: 9.9240e-03 eta: 2 days, 21:48:27 time: 0.3976 data_time: 0.0171 memory: 17007 grad_norm: 4.2454 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.6025 loss: 3.6025 2022/07/26 21:37:48 - mmengine - INFO - Epoch(train) [11][820/3757] lr: 9.9240e-03 eta: 2 days, 21:48:17 time: 0.3894 data_time: 0.0144 memory: 17007 grad_norm: 4.2138 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.4567 loss: 3.4567 2022/07/26 21:37:56 - mmengine - INFO - Epoch(train) [11][840/3757] lr: 9.9240e-03 eta: 2 days, 21:48:09 time: 0.3927 data_time: 0.0173 memory: 17007 grad_norm: 4.3689 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.7035 loss: 3.7035 2022/07/26 21:38:04 - mmengine - INFO - Epoch(train) [11][860/3757] lr: 9.9240e-03 eta: 2 days, 21:48:01 time: 0.3925 data_time: 0.0163 memory: 17007 grad_norm: 4.3098 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.5873 loss: 3.5873 2022/07/26 21:38:12 - mmengine - INFO - Epoch(train) [11][880/3757] lr: 9.9240e-03 eta: 2 days, 21:47:52 time: 0.3922 data_time: 0.0169 memory: 17007 grad_norm: 4.1853 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.4835 loss: 3.4835 2022/07/26 21:38:20 - mmengine - INFO - Epoch(train) [11][900/3757] lr: 9.9240e-03 eta: 2 days, 21:47:46 time: 0.3979 data_time: 0.0172 memory: 17007 grad_norm: 4.3120 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3638 loss: 3.3638 2022/07/26 21:38:27 - mmengine - INFO - Epoch(train) [11][920/3757] lr: 9.9240e-03 eta: 2 days, 21:47:37 time: 0.3900 data_time: 0.0163 memory: 17007 grad_norm: 4.2960 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.5553 loss: 3.5553 2022/07/26 21:38:35 - mmengine - INFO - Epoch(train) [11][940/3757] lr: 9.9240e-03 eta: 2 days, 21:47:28 time: 0.3906 data_time: 0.0141 memory: 17007 grad_norm: 4.2679 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.6015 loss: 3.6015 2022/07/26 21:38:43 - mmengine - INFO - Epoch(train) [11][960/3757] lr: 9.9240e-03 eta: 2 days, 21:47:20 time: 0.3938 data_time: 0.0178 memory: 17007 grad_norm: 4.3281 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6368 loss: 3.6368 2022/07/26 21:38:51 - mmengine - INFO - Epoch(train) [11][980/3757] lr: 9.9240e-03 eta: 2 days, 21:47:10 time: 0.3895 data_time: 0.0157 memory: 17007 grad_norm: 4.2459 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.4458 loss: 3.4458 2022/07/26 21:38:59 - mmengine - INFO - Epoch(train) [11][1000/3757] lr: 9.9240e-03 eta: 2 days, 21:47:03 time: 0.3949 data_time: 0.0160 memory: 17007 grad_norm: 4.3386 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.6046 loss: 3.6046 2022/07/26 21:39:07 - mmengine - INFO - Epoch(train) [11][1020/3757] lr: 9.9240e-03 eta: 2 days, 21:46:55 time: 0.3942 data_time: 0.0139 memory: 17007 grad_norm: 4.3757 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5379 loss: 3.5379 2022/07/26 21:39:15 - mmengine - INFO - Epoch(train) [11][1040/3757] lr: 9.9240e-03 eta: 2 days, 21:46:47 time: 0.3933 data_time: 0.0168 memory: 17007 grad_norm: 4.2768 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6125 loss: 3.6125 2022/07/26 21:39:22 - mmengine - INFO - Epoch(train) [11][1060/3757] lr: 9.9240e-03 eta: 2 days, 21:46:39 time: 0.3931 data_time: 0.0155 memory: 17007 grad_norm: 4.3099 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6546 loss: 3.6546 2022/07/26 21:39:30 - mmengine - INFO - Epoch(train) [11][1080/3757] lr: 9.9240e-03 eta: 2 days, 21:46:31 time: 0.3959 data_time: 0.0166 memory: 17007 grad_norm: 4.1985 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.6672 loss: 3.6672 2022/07/26 21:39:38 - mmengine - INFO - Epoch(train) [11][1100/3757] lr: 9.9240e-03 eta: 2 days, 21:46:23 time: 0.3912 data_time: 0.0156 memory: 17007 grad_norm: 4.4002 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8555 loss: 3.8555 2022/07/26 21:39:46 - mmengine - INFO - Epoch(train) [11][1120/3757] lr: 9.9240e-03 eta: 2 days, 21:46:17 time: 0.4021 data_time: 0.0168 memory: 17007 grad_norm: 4.4136 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.5955 loss: 3.5955 2022/07/26 21:39:54 - mmengine - INFO - Epoch(train) [11][1140/3757] lr: 9.9240e-03 eta: 2 days, 21:46:09 time: 0.3934 data_time: 0.0160 memory: 17007 grad_norm: 4.3856 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.5002 loss: 3.5002 2022/07/26 21:40:02 - mmengine - INFO - Epoch(train) [11][1160/3757] lr: 9.9240e-03 eta: 2 days, 21:46:04 time: 0.4015 data_time: 0.0170 memory: 17007 grad_norm: 4.4331 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.7068 loss: 3.7068 2022/07/26 21:40:10 - mmengine - INFO - Epoch(train) [11][1180/3757] lr: 9.9240e-03 eta: 2 days, 21:45:58 time: 0.4010 data_time: 0.0153 memory: 17007 grad_norm: 4.3396 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.4823 loss: 3.4823 2022/07/26 21:40:18 - mmengine - INFO - Epoch(train) [11][1200/3757] lr: 9.9240e-03 eta: 2 days, 21:45:50 time: 0.3915 data_time: 0.0161 memory: 17007 grad_norm: 4.3669 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7042 loss: 3.7042 2022/07/26 21:40:26 - mmengine - INFO - Epoch(train) [11][1220/3757] lr: 9.9240e-03 eta: 2 days, 21:45:42 time: 0.3932 data_time: 0.0156 memory: 17007 grad_norm: 4.3805 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7018 loss: 3.7018 2022/07/26 21:40:34 - mmengine - INFO - Epoch(train) [11][1240/3757] lr: 9.9240e-03 eta: 2 days, 21:45:33 time: 0.3919 data_time: 0.0164 memory: 17007 grad_norm: 4.3370 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4568 loss: 3.4568 2022/07/26 21:40:41 - mmengine - INFO - Epoch(train) [11][1260/3757] lr: 9.9240e-03 eta: 2 days, 21:45:25 time: 0.3925 data_time: 0.0160 memory: 17007 grad_norm: 4.3256 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.7293 loss: 3.7293 2022/07/26 21:40:49 - mmengine - INFO - Epoch(train) [11][1280/3757] lr: 9.9240e-03 eta: 2 days, 21:45:17 time: 0.3954 data_time: 0.0165 memory: 17007 grad_norm: 4.2443 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5088 loss: 3.5088 2022/07/26 21:40:57 - mmengine - INFO - Epoch(train) [11][1300/3757] lr: 9.9240e-03 eta: 2 days, 21:45:08 time: 0.3903 data_time: 0.0156 memory: 17007 grad_norm: 4.3249 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5849 loss: 3.5849 2022/07/26 21:41:05 - mmengine - INFO - Epoch(train) [11][1320/3757] lr: 9.9240e-03 eta: 2 days, 21:45:02 time: 0.3981 data_time: 0.0182 memory: 17007 grad_norm: 4.4135 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7271 loss: 3.7271 2022/07/26 21:41:13 - mmengine - INFO - Epoch(train) [11][1340/3757] lr: 9.9240e-03 eta: 2 days, 21:44:53 time: 0.3925 data_time: 0.0156 memory: 17007 grad_norm: 4.2776 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6619 loss: 3.6619 2022/07/26 21:41:21 - mmengine - INFO - Epoch(train) [11][1360/3757] lr: 9.9240e-03 eta: 2 days, 21:44:46 time: 0.3962 data_time: 0.0175 memory: 17007 grad_norm: 4.3690 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6494 loss: 3.6494 2022/07/26 21:41:29 - mmengine - INFO - Epoch(train) [11][1380/3757] lr: 9.9240e-03 eta: 2 days, 21:44:37 time: 0.3908 data_time: 0.0148 memory: 17007 grad_norm: 4.3610 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8142 loss: 3.8142 2022/07/26 21:41:37 - mmengine - INFO - Epoch(train) [11][1400/3757] lr: 9.9240e-03 eta: 2 days, 21:44:29 time: 0.3917 data_time: 0.0158 memory: 17007 grad_norm: 4.5546 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.7573 loss: 3.7573 2022/07/26 21:41:44 - mmengine - INFO - Epoch(train) [11][1420/3757] lr: 9.9240e-03 eta: 2 days, 21:44:21 time: 0.3936 data_time: 0.0150 memory: 17007 grad_norm: 4.1400 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.6049 loss: 3.6049 2022/07/26 21:41:48 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 21:41:52 - mmengine - INFO - Epoch(train) [11][1440/3757] lr: 9.9240e-03 eta: 2 days, 21:44:12 time: 0.3933 data_time: 0.0166 memory: 17007 grad_norm: 4.4801 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.7855 loss: 3.7855 2022/07/26 21:42:00 - mmengine - INFO - Epoch(train) [11][1460/3757] lr: 9.9240e-03 eta: 2 days, 21:44:06 time: 0.3971 data_time: 0.0148 memory: 17007 grad_norm: 4.2244 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6568 loss: 3.6568 2022/07/26 21:42:08 - mmengine - INFO - Epoch(train) [11][1480/3757] lr: 9.9240e-03 eta: 2 days, 21:43:57 time: 0.3908 data_time: 0.0153 memory: 17007 grad_norm: 4.4830 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6471 loss: 3.6471 2022/07/26 21:42:16 - mmengine - INFO - Epoch(train) [11][1500/3757] lr: 9.9240e-03 eta: 2 days, 21:43:47 time: 0.3898 data_time: 0.0152 memory: 17007 grad_norm: 4.7095 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4299 loss: 3.4299 2022/07/26 21:42:24 - mmengine - INFO - Epoch(train) [11][1520/3757] lr: 9.9240e-03 eta: 2 days, 21:43:40 time: 0.3966 data_time: 0.0167 memory: 17007 grad_norm: 4.2522 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3756 loss: 3.3756 2022/07/26 21:42:32 - mmengine - INFO - Epoch(train) [11][1540/3757] lr: 9.9240e-03 eta: 2 days, 21:43:32 time: 0.3918 data_time: 0.0159 memory: 17007 grad_norm: 4.5737 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.8301 loss: 3.8301 2022/07/26 21:42:40 - mmengine - INFO - Epoch(train) [11][1560/3757] lr: 9.9240e-03 eta: 2 days, 21:43:24 time: 0.3933 data_time: 0.0163 memory: 17007 grad_norm: 4.3792 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5300 loss: 3.5300 2022/07/26 21:42:47 - mmengine - INFO - Epoch(train) [11][1580/3757] lr: 9.9240e-03 eta: 2 days, 21:43:15 time: 0.3913 data_time: 0.0154 memory: 17007 grad_norm: 4.3862 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3796 loss: 3.3796 2022/07/26 21:42:55 - mmengine - INFO - Epoch(train) [11][1600/3757] lr: 9.9240e-03 eta: 2 days, 21:43:07 time: 0.3932 data_time: 0.0158 memory: 17007 grad_norm: 4.4202 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.7106 loss: 3.7106 2022/07/26 21:43:03 - mmengine - INFO - Epoch(train) [11][1620/3757] lr: 9.9240e-03 eta: 2 days, 21:42:58 time: 0.3907 data_time: 0.0154 memory: 17007 grad_norm: 4.4170 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.6825 loss: 3.6825 2022/07/26 21:43:11 - mmengine - INFO - Epoch(train) [11][1640/3757] lr: 9.9240e-03 eta: 2 days, 21:42:50 time: 0.3931 data_time: 0.0164 memory: 17007 grad_norm: 4.2484 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6669 loss: 3.6669 2022/07/26 21:43:19 - mmengine - INFO - Epoch(train) [11][1660/3757] lr: 9.9240e-03 eta: 2 days, 21:42:41 time: 0.3924 data_time: 0.0158 memory: 17007 grad_norm: 4.1777 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6694 loss: 3.6694 2022/07/26 21:43:27 - mmengine - INFO - Epoch(train) [11][1680/3757] lr: 9.9240e-03 eta: 2 days, 21:42:34 time: 0.3952 data_time: 0.0174 memory: 17007 grad_norm: 4.2847 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5295 loss: 3.5295 2022/07/26 21:43:35 - mmengine - INFO - Epoch(train) [11][1700/3757] lr: 9.9240e-03 eta: 2 days, 21:42:26 time: 0.3935 data_time: 0.0169 memory: 17007 grad_norm: 4.4589 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6989 loss: 3.6989 2022/07/26 21:43:42 - mmengine - INFO - Epoch(train) [11][1720/3757] lr: 9.9240e-03 eta: 2 days, 21:42:18 time: 0.3925 data_time: 0.0163 memory: 17007 grad_norm: 4.4494 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.5882 loss: 3.5882 2022/07/26 21:43:50 - mmengine - INFO - Epoch(train) [11][1740/3757] lr: 9.9240e-03 eta: 2 days, 21:42:09 time: 0.3927 data_time: 0.0157 memory: 17007 grad_norm: 4.4327 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5577 loss: 3.5577 2022/07/26 21:43:58 - mmengine - INFO - Epoch(train) [11][1760/3757] lr: 9.9240e-03 eta: 2 days, 21:42:00 time: 0.3910 data_time: 0.0162 memory: 17007 grad_norm: 4.2919 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4062 loss: 3.4062 2022/07/26 21:44:06 - mmengine - INFO - Epoch(train) [11][1780/3757] lr: 9.9240e-03 eta: 2 days, 21:41:53 time: 0.3940 data_time: 0.0150 memory: 17007 grad_norm: 4.3153 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.5011 loss: 3.5011 2022/07/26 21:44:14 - mmengine - INFO - Epoch(train) [11][1800/3757] lr: 9.9240e-03 eta: 2 days, 21:41:46 time: 0.3967 data_time: 0.0159 memory: 17007 grad_norm: 4.2923 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.6287 loss: 3.6287 2022/07/26 21:44:22 - mmengine - INFO - Epoch(train) [11][1820/3757] lr: 9.9240e-03 eta: 2 days, 21:41:39 time: 0.3995 data_time: 0.0144 memory: 17007 grad_norm: 4.1941 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.4425 loss: 3.4425 2022/07/26 21:44:30 - mmengine - INFO - Epoch(train) [11][1840/3757] lr: 9.9240e-03 eta: 2 days, 21:41:31 time: 0.3920 data_time: 0.0158 memory: 17007 grad_norm: 4.3039 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.9211 loss: 3.9211 2022/07/26 21:44:38 - mmengine - INFO - Epoch(train) [11][1860/3757] lr: 9.9240e-03 eta: 2 days, 21:41:22 time: 0.3917 data_time: 0.0160 memory: 17007 grad_norm: 4.3993 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.7486 loss: 3.7486 2022/07/26 21:44:45 - mmengine - INFO - Epoch(train) [11][1880/3757] lr: 9.9240e-03 eta: 2 days, 21:41:14 time: 0.3924 data_time: 0.0165 memory: 17007 grad_norm: 4.3700 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.4900 loss: 3.4900 2022/07/26 21:44:53 - mmengine - INFO - Epoch(train) [11][1900/3757] lr: 9.9240e-03 eta: 2 days, 21:41:05 time: 0.3920 data_time: 0.0154 memory: 17007 grad_norm: 4.1697 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.4030 loss: 3.4030 2022/07/26 21:45:01 - mmengine - INFO - Epoch(train) [11][1920/3757] lr: 9.9240e-03 eta: 2 days, 21:40:57 time: 0.3933 data_time: 0.0164 memory: 17007 grad_norm: 4.3930 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.7807 loss: 3.7807 2022/07/26 21:45:09 - mmengine - INFO - Epoch(train) [11][1940/3757] lr: 9.9240e-03 eta: 2 days, 21:40:49 time: 0.3926 data_time: 0.0158 memory: 17007 grad_norm: 4.3114 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6068 loss: 3.6068 2022/07/26 21:45:17 - mmengine - INFO - Epoch(train) [11][1960/3757] lr: 9.9240e-03 eta: 2 days, 21:40:41 time: 0.3921 data_time: 0.0164 memory: 17007 grad_norm: 4.3094 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5163 loss: 3.5163 2022/07/26 21:45:25 - mmengine - INFO - Epoch(train) [11][1980/3757] lr: 9.9240e-03 eta: 2 days, 21:40:32 time: 0.3922 data_time: 0.0168 memory: 17007 grad_norm: 4.4261 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.7628 loss: 3.7628 2022/07/26 21:45:32 - mmengine - INFO - Epoch(train) [11][2000/3757] lr: 9.9240e-03 eta: 2 days, 21:40:24 time: 0.3922 data_time: 0.0156 memory: 17007 grad_norm: 4.4476 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8241 loss: 3.8241 2022/07/26 21:45:40 - mmengine - INFO - Epoch(train) [11][2020/3757] lr: 9.9240e-03 eta: 2 days, 21:40:16 time: 0.3948 data_time: 0.0160 memory: 17007 grad_norm: 4.4192 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6303 loss: 3.6303 2022/07/26 21:45:48 - mmengine - INFO - Epoch(train) [11][2040/3757] lr: 9.9240e-03 eta: 2 days, 21:40:07 time: 0.3913 data_time: 0.0159 memory: 17007 grad_norm: 4.3711 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5081 loss: 3.5081 2022/07/26 21:45:56 - mmengine - INFO - Epoch(train) [11][2060/3757] lr: 9.9240e-03 eta: 2 days, 21:39:59 time: 0.3930 data_time: 0.0152 memory: 17007 grad_norm: 4.3490 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.4079 loss: 3.4079 2022/07/26 21:46:04 - mmengine - INFO - Epoch(train) [11][2080/3757] lr: 9.9240e-03 eta: 2 days, 21:39:51 time: 0.3931 data_time: 0.0169 memory: 17007 grad_norm: 4.5156 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5543 loss: 3.5543 2022/07/26 21:46:12 - mmengine - INFO - Epoch(train) [11][2100/3757] lr: 9.9240e-03 eta: 2 days, 21:39:42 time: 0.3919 data_time: 0.0149 memory: 17007 grad_norm: 4.5841 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.6527 loss: 3.6527 2022/07/26 21:46:20 - mmengine - INFO - Epoch(train) [11][2120/3757] lr: 9.9240e-03 eta: 2 days, 21:39:34 time: 0.3929 data_time: 0.0161 memory: 17007 grad_norm: 4.2867 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4909 loss: 3.4909 2022/07/26 21:46:27 - mmengine - INFO - Epoch(train) [11][2140/3757] lr: 9.9240e-03 eta: 2 days, 21:39:25 time: 0.3899 data_time: 0.0134 memory: 17007 grad_norm: 4.3680 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8030 loss: 3.8030 2022/07/26 21:46:35 - mmengine - INFO - Epoch(train) [11][2160/3757] lr: 9.9240e-03 eta: 2 days, 21:39:17 time: 0.3935 data_time: 0.0165 memory: 17007 grad_norm: 4.2035 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.4982 loss: 3.4982 2022/07/26 21:46:43 - mmengine - INFO - Epoch(train) [11][2180/3757] lr: 9.9240e-03 eta: 2 days, 21:39:10 time: 0.3955 data_time: 0.0158 memory: 17007 grad_norm: 4.2059 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.4548 loss: 3.4548 2022/07/26 21:46:51 - mmengine - INFO - Epoch(train) [11][2200/3757] lr: 9.9240e-03 eta: 2 days, 21:39:01 time: 0.3921 data_time: 0.0160 memory: 17007 grad_norm: 4.3319 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6245 loss: 3.6245 2022/07/26 21:46:59 - mmengine - INFO - Epoch(train) [11][2220/3757] lr: 9.9240e-03 eta: 2 days, 21:38:52 time: 0.3909 data_time: 0.0152 memory: 17007 grad_norm: 4.1537 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8070 loss: 3.8070 2022/07/26 21:47:07 - mmengine - INFO - Epoch(train) [11][2240/3757] lr: 9.9240e-03 eta: 2 days, 21:38:44 time: 0.3931 data_time: 0.0163 memory: 17007 grad_norm: 4.1805 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.6945 loss: 3.6945 2022/07/26 21:47:15 - mmengine - INFO - Epoch(train) [11][2260/3757] lr: 9.9240e-03 eta: 2 days, 21:38:36 time: 0.3919 data_time: 0.0152 memory: 17007 grad_norm: 4.1371 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2893 loss: 3.2893 2022/07/26 21:47:23 - mmengine - INFO - Epoch(train) [11][2280/3757] lr: 9.9240e-03 eta: 2 days, 21:38:32 time: 0.4068 data_time: 0.0175 memory: 17007 grad_norm: 4.3990 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9277 loss: 3.9277 2022/07/26 21:47:31 - mmengine - INFO - Epoch(train) [11][2300/3757] lr: 9.9240e-03 eta: 2 days, 21:38:23 time: 0.3900 data_time: 0.0147 memory: 17007 grad_norm: 4.2411 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5828 loss: 3.5828 2022/07/26 21:47:38 - mmengine - INFO - Epoch(train) [11][2320/3757] lr: 9.9240e-03 eta: 2 days, 21:38:14 time: 0.3915 data_time: 0.0166 memory: 17007 grad_norm: 4.2627 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6610 loss: 3.6610 2022/07/26 21:47:47 - mmengine - INFO - Epoch(train) [11][2340/3757] lr: 9.9240e-03 eta: 2 days, 21:38:11 time: 0.4085 data_time: 0.0157 memory: 17007 grad_norm: 4.3503 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.9561 loss: 3.9561 2022/07/26 21:47:54 - mmengine - INFO - Epoch(train) [11][2360/3757] lr: 9.9240e-03 eta: 2 days, 21:38:02 time: 0.3921 data_time: 0.0157 memory: 17007 grad_norm: 4.2302 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.5789 loss: 3.5789 2022/07/26 21:48:02 - mmengine - INFO - Epoch(train) [11][2380/3757] lr: 9.9240e-03 eta: 2 days, 21:37:58 time: 0.4033 data_time: 0.0170 memory: 17007 grad_norm: 4.3574 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.6642 loss: 3.6642 2022/07/26 21:48:10 - mmengine - INFO - Epoch(train) [11][2400/3757] lr: 9.9240e-03 eta: 2 days, 21:37:49 time: 0.3922 data_time: 0.0163 memory: 17007 grad_norm: 4.3508 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.5154 loss: 3.5154 2022/07/26 21:48:18 - mmengine - INFO - Epoch(train) [11][2420/3757] lr: 9.9240e-03 eta: 2 days, 21:37:40 time: 0.3907 data_time: 0.0164 memory: 17007 grad_norm: 4.2804 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5223 loss: 3.5223 2022/07/26 21:48:22 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 21:48:26 - mmengine - INFO - Epoch(train) [11][2440/3757] lr: 9.9240e-03 eta: 2 days, 21:37:32 time: 0.3926 data_time: 0.0162 memory: 17007 grad_norm: 4.2736 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.7661 loss: 3.7661 2022/07/26 21:48:34 - mmengine - INFO - Epoch(train) [11][2460/3757] lr: 9.9240e-03 eta: 2 days, 21:37:23 time: 0.3912 data_time: 0.0156 memory: 17007 grad_norm: 4.2276 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.6034 loss: 3.6034 2022/07/26 21:48:42 - mmengine - INFO - Epoch(train) [11][2480/3757] lr: 9.9240e-03 eta: 2 days, 21:37:16 time: 0.3962 data_time: 0.0162 memory: 17007 grad_norm: 4.1850 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4616 loss: 3.4616 2022/07/26 21:48:50 - mmengine - INFO - Epoch(train) [11][2500/3757] lr: 9.9240e-03 eta: 2 days, 21:37:07 time: 0.3904 data_time: 0.0153 memory: 17007 grad_norm: 4.3094 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.4302 loss: 3.4302 2022/07/26 21:48:57 - mmengine - INFO - Epoch(train) [11][2520/3757] lr: 9.9240e-03 eta: 2 days, 21:36:58 time: 0.3921 data_time: 0.0165 memory: 17007 grad_norm: 4.3827 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8043 loss: 3.8043 2022/07/26 21:49:05 - mmengine - INFO - Epoch(train) [11][2540/3757] lr: 9.9240e-03 eta: 2 days, 21:36:51 time: 0.3970 data_time: 0.0153 memory: 17007 grad_norm: 4.2642 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4901 loss: 3.4901 2022/07/26 21:49:13 - mmengine - INFO - Epoch(train) [11][2560/3757] lr: 9.9240e-03 eta: 2 days, 21:36:43 time: 0.3921 data_time: 0.0164 memory: 17007 grad_norm: 4.2896 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.5419 loss: 3.5419 2022/07/26 21:49:21 - mmengine - INFO - Epoch(train) [11][2580/3757] lr: 9.9240e-03 eta: 2 days, 21:36:35 time: 0.3921 data_time: 0.0159 memory: 17007 grad_norm: 4.3092 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.6562 loss: 3.6562 2022/07/26 21:49:29 - mmengine - INFO - Epoch(train) [11][2600/3757] lr: 9.9240e-03 eta: 2 days, 21:36:26 time: 0.3908 data_time: 0.0160 memory: 17007 grad_norm: 4.4565 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.6660 loss: 3.6660 2022/07/26 21:49:37 - mmengine - INFO - Epoch(train) [11][2620/3757] lr: 9.9240e-03 eta: 2 days, 21:36:30 time: 0.4323 data_time: 0.0141 memory: 17007 grad_norm: 4.3616 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4880 loss: 3.4880 2022/07/26 21:49:45 - mmengine - INFO - Epoch(train) [11][2640/3757] lr: 9.9240e-03 eta: 2 days, 21:36:21 time: 0.3919 data_time: 0.0171 memory: 17007 grad_norm: 4.2451 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5200 loss: 3.5200 2022/07/26 21:49:53 - mmengine - INFO - Epoch(train) [11][2660/3757] lr: 9.9240e-03 eta: 2 days, 21:36:13 time: 0.3909 data_time: 0.0152 memory: 17007 grad_norm: 4.3068 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5388 loss: 3.5388 2022/07/26 21:50:01 - mmengine - INFO - Epoch(train) [11][2680/3757] lr: 9.9240e-03 eta: 2 days, 21:36:05 time: 0.3960 data_time: 0.0172 memory: 17007 grad_norm: 4.3199 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7141 loss: 3.7141 2022/07/26 21:50:09 - mmengine - INFO - Epoch(train) [11][2700/3757] lr: 9.9240e-03 eta: 2 days, 21:35:56 time: 0.3905 data_time: 0.0149 memory: 17007 grad_norm: 4.3492 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.7617 loss: 3.7617 2022/07/26 21:50:17 - mmengine - INFO - Epoch(train) [11][2720/3757] lr: 9.9240e-03 eta: 2 days, 21:35:48 time: 0.3914 data_time: 0.0163 memory: 17007 grad_norm: 4.2516 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.7360 loss: 3.7360 2022/07/26 21:50:25 - mmengine - INFO - Epoch(train) [11][2740/3757] lr: 9.9240e-03 eta: 2 days, 21:35:44 time: 0.4067 data_time: 0.0151 memory: 17007 grad_norm: 4.1378 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.5131 loss: 3.5131 2022/07/26 21:50:33 - mmengine - INFO - Epoch(train) [11][2760/3757] lr: 9.9240e-03 eta: 2 days, 21:35:35 time: 0.3909 data_time: 0.0156 memory: 17007 grad_norm: 4.2657 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.7328 loss: 3.7328 2022/07/26 21:50:40 - mmengine - INFO - Epoch(train) [11][2780/3757] lr: 9.9240e-03 eta: 2 days, 21:35:27 time: 0.3934 data_time: 0.0157 memory: 17007 grad_norm: 4.3164 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.6319 loss: 3.6319 2022/07/26 21:50:48 - mmengine - INFO - Epoch(train) [11][2800/3757] lr: 9.9240e-03 eta: 2 days, 21:35:18 time: 0.3919 data_time: 0.0155 memory: 17007 grad_norm: 4.2778 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.9239 loss: 3.9239 2022/07/26 21:50:56 - mmengine - INFO - Epoch(train) [11][2820/3757] lr: 9.9240e-03 eta: 2 days, 21:35:09 time: 0.3902 data_time: 0.0137 memory: 17007 grad_norm: 4.2799 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6443 loss: 3.6443 2022/07/26 21:51:04 - mmengine - INFO - Epoch(train) [11][2840/3757] lr: 9.9240e-03 eta: 2 days, 21:35:01 time: 0.3931 data_time: 0.0173 memory: 17007 grad_norm: 4.2454 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.6596 loss: 3.6596 2022/07/26 21:51:12 - mmengine - INFO - Epoch(train) [11][2860/3757] lr: 9.9240e-03 eta: 2 days, 21:34:52 time: 0.3912 data_time: 0.0152 memory: 17007 grad_norm: 4.3745 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6344 loss: 3.6344 2022/07/26 21:51:20 - mmengine - INFO - Epoch(train) [11][2880/3757] lr: 9.9240e-03 eta: 2 days, 21:34:44 time: 0.3925 data_time: 0.0169 memory: 17007 grad_norm: 4.2541 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.7339 loss: 3.7339 2022/07/26 21:51:28 - mmengine - INFO - Epoch(train) [11][2900/3757] lr: 9.9240e-03 eta: 2 days, 21:34:36 time: 0.3943 data_time: 0.0159 memory: 17007 grad_norm: 4.1171 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.4376 loss: 3.4376 2022/07/26 21:51:35 - mmengine - INFO - Epoch(train) [11][2920/3757] lr: 9.9240e-03 eta: 2 days, 21:34:28 time: 0.3912 data_time: 0.0156 memory: 17007 grad_norm: 4.1468 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.7344 loss: 3.7344 2022/07/26 21:51:43 - mmengine - INFO - Epoch(train) [11][2940/3757] lr: 9.9240e-03 eta: 2 days, 21:34:21 time: 0.3978 data_time: 0.0162 memory: 17007 grad_norm: 4.3848 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6708 loss: 3.6708 2022/07/26 21:51:51 - mmengine - INFO - Epoch(train) [11][2960/3757] lr: 9.9240e-03 eta: 2 days, 21:34:12 time: 0.3909 data_time: 0.0158 memory: 17007 grad_norm: 4.3041 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.4878 loss: 3.4878 2022/07/26 21:51:59 - mmengine - INFO - Epoch(train) [11][2980/3757] lr: 9.9240e-03 eta: 2 days, 21:34:03 time: 0.3909 data_time: 0.0154 memory: 17007 grad_norm: 4.1562 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3157 loss: 3.3157 2022/07/26 21:52:07 - mmengine - INFO - Epoch(train) [11][3000/3757] lr: 9.9240e-03 eta: 2 days, 21:33:54 time: 0.3910 data_time: 0.0155 memory: 17007 grad_norm: 4.3099 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.7799 loss: 3.7799 2022/07/26 21:52:15 - mmengine - INFO - Epoch(train) [11][3020/3757] lr: 9.9240e-03 eta: 2 days, 21:33:47 time: 0.3954 data_time: 0.0153 memory: 17007 grad_norm: 4.2923 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.5193 loss: 3.5193 2022/07/26 21:52:23 - mmengine - INFO - Epoch(train) [11][3040/3757] lr: 9.9240e-03 eta: 2 days, 21:33:39 time: 0.3924 data_time: 0.0170 memory: 17007 grad_norm: 4.3366 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7651 loss: 3.7651 2022/07/26 21:52:31 - mmengine - INFO - Epoch(train) [11][3060/3757] lr: 9.9240e-03 eta: 2 days, 21:33:34 time: 0.4029 data_time: 0.0151 memory: 17007 grad_norm: 4.2302 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.6696 loss: 3.6696 2022/07/26 21:52:38 - mmengine - INFO - Epoch(train) [11][3080/3757] lr: 9.9240e-03 eta: 2 days, 21:33:25 time: 0.3913 data_time: 0.0163 memory: 17007 grad_norm: 4.1858 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.6205 loss: 3.6205 2022/07/26 21:52:46 - mmengine - INFO - Epoch(train) [11][3100/3757] lr: 9.9240e-03 eta: 2 days, 21:33:17 time: 0.3929 data_time: 0.0157 memory: 17007 grad_norm: 4.3614 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.7583 loss: 3.7583 2022/07/26 21:52:54 - mmengine - INFO - Epoch(train) [11][3120/3757] lr: 9.9240e-03 eta: 2 days, 21:33:08 time: 0.3911 data_time: 0.0159 memory: 17007 grad_norm: 4.4035 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6539 loss: 3.6539 2022/07/26 21:53:02 - mmengine - INFO - Epoch(train) [11][3140/3757] lr: 9.9240e-03 eta: 2 days, 21:33:02 time: 0.3992 data_time: 0.0163 memory: 17007 grad_norm: 4.2786 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3361 loss: 3.3361 2022/07/26 21:53:10 - mmengine - INFO - Epoch(train) [11][3160/3757] lr: 9.9240e-03 eta: 2 days, 21:32:53 time: 0.3911 data_time: 0.0153 memory: 17007 grad_norm: 4.1987 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.4542 loss: 3.4542 2022/07/26 21:53:18 - mmengine - INFO - Epoch(train) [11][3180/3757] lr: 9.9240e-03 eta: 2 days, 21:32:44 time: 0.3896 data_time: 0.0149 memory: 17007 grad_norm: 4.1827 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6360 loss: 3.6360 2022/07/26 21:53:26 - mmengine - INFO - Epoch(train) [11][3200/3757] lr: 9.9240e-03 eta: 2 days, 21:32:36 time: 0.3947 data_time: 0.0155 memory: 17007 grad_norm: 4.3536 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.9054 loss: 3.9054 2022/07/26 21:53:33 - mmengine - INFO - Epoch(train) [11][3220/3757] lr: 9.9240e-03 eta: 2 days, 21:32:27 time: 0.3907 data_time: 0.0151 memory: 17007 grad_norm: 4.1720 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.2646 loss: 3.2646 2022/07/26 21:53:41 - mmengine - INFO - Epoch(train) [11][3240/3757] lr: 9.9240e-03 eta: 2 days, 21:32:21 time: 0.3996 data_time: 0.0175 memory: 17007 grad_norm: 4.3249 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.6565 loss: 3.6565 2022/07/26 21:53:49 - mmengine - INFO - Epoch(train) [11][3260/3757] lr: 9.9240e-03 eta: 2 days, 21:32:13 time: 0.3925 data_time: 0.0153 memory: 17007 grad_norm: 4.2959 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.6159 loss: 3.6159 2022/07/26 21:53:57 - mmengine - INFO - Epoch(train) [11][3280/3757] lr: 9.9240e-03 eta: 2 days, 21:32:06 time: 0.3974 data_time: 0.0151 memory: 17007 grad_norm: 4.3475 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7269 loss: 3.7269 2022/07/26 21:54:05 - mmengine - INFO - Epoch(train) [11][3300/3757] lr: 9.9240e-03 eta: 2 days, 21:31:57 time: 0.3902 data_time: 0.0157 memory: 17007 grad_norm: 4.3394 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.6215 loss: 3.6215 2022/07/26 21:54:13 - mmengine - INFO - Epoch(train) [11][3320/3757] lr: 9.9240e-03 eta: 2 days, 21:31:48 time: 0.3904 data_time: 0.0158 memory: 17007 grad_norm: 4.3792 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.6086 loss: 3.6086 2022/07/26 21:54:21 - mmengine - INFO - Epoch(train) [11][3340/3757] lr: 9.9240e-03 eta: 2 days, 21:31:41 time: 0.3990 data_time: 0.0167 memory: 17007 grad_norm: 4.2090 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8618 loss: 3.8618 2022/07/26 21:54:29 - mmengine - INFO - Epoch(train) [11][3360/3757] lr: 9.9240e-03 eta: 2 days, 21:31:33 time: 0.3918 data_time: 0.0161 memory: 17007 grad_norm: 4.1789 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5128 loss: 3.5128 2022/07/26 21:54:37 - mmengine - INFO - Epoch(train) [11][3380/3757] lr: 9.9240e-03 eta: 2 days, 21:31:31 time: 0.4123 data_time: 0.0148 memory: 17007 grad_norm: 4.3495 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5165 loss: 3.5165 2022/07/26 21:54:45 - mmengine - INFO - Epoch(train) [11][3400/3757] lr: 9.9240e-03 eta: 2 days, 21:31:23 time: 0.3951 data_time: 0.0165 memory: 17007 grad_norm: 4.1896 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6441 loss: 3.6441 2022/07/26 21:54:53 - mmengine - INFO - Epoch(train) [11][3420/3757] lr: 9.9240e-03 eta: 2 days, 21:31:14 time: 0.3909 data_time: 0.0147 memory: 17007 grad_norm: 4.3720 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.5305 loss: 3.5305 2022/07/26 21:54:57 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 21:55:00 - mmengine - INFO - Epoch(train) [11][3440/3757] lr: 9.9240e-03 eta: 2 days, 21:31:06 time: 0.3923 data_time: 0.0153 memory: 17007 grad_norm: 4.2854 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5053 loss: 3.5053 2022/07/26 21:55:08 - mmengine - INFO - Epoch(train) [11][3460/3757] lr: 9.9240e-03 eta: 2 days, 21:30:58 time: 0.3923 data_time: 0.0142 memory: 17007 grad_norm: 4.2276 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.6656 loss: 3.6656 2022/07/26 21:55:16 - mmengine - INFO - Epoch(train) [11][3480/3757] lr: 9.9240e-03 eta: 2 days, 21:30:49 time: 0.3926 data_time: 0.0158 memory: 17007 grad_norm: 4.2682 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.6704 loss: 3.6704 2022/07/26 21:55:24 - mmengine - INFO - Epoch(train) [11][3500/3757] lr: 9.9240e-03 eta: 2 days, 21:30:41 time: 0.3919 data_time: 0.0160 memory: 17007 grad_norm: 4.3111 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9557 loss: 3.9557 2022/07/26 21:55:32 - mmengine - INFO - Epoch(train) [11][3520/3757] lr: 9.9240e-03 eta: 2 days, 21:30:33 time: 0.3950 data_time: 0.0169 memory: 17007 grad_norm: 4.2153 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.6146 loss: 3.6146 2022/07/26 21:55:40 - mmengine - INFO - Epoch(train) [11][3540/3757] lr: 9.9240e-03 eta: 2 days, 21:30:24 time: 0.3912 data_time: 0.0161 memory: 17007 grad_norm: 4.3143 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.3951 loss: 3.3951 2022/07/26 21:55:48 - mmengine - INFO - Epoch(train) [11][3560/3757] lr: 9.9240e-03 eta: 2 days, 21:30:17 time: 0.3957 data_time: 0.0170 memory: 17007 grad_norm: 4.1363 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4672 loss: 3.4672 2022/07/26 21:55:55 - mmengine - INFO - Epoch(train) [11][3580/3757] lr: 9.9240e-03 eta: 2 days, 21:30:08 time: 0.3905 data_time: 0.0149 memory: 17007 grad_norm: 4.2997 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2311 loss: 3.2311 2022/07/26 21:56:03 - mmengine - INFO - Epoch(train) [11][3600/3757] lr: 9.9240e-03 eta: 2 days, 21:30:00 time: 0.3928 data_time: 0.0166 memory: 17007 grad_norm: 4.3901 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.6536 loss: 3.6536 2022/07/26 21:56:11 - mmengine - INFO - Epoch(train) [11][3620/3757] lr: 9.9240e-03 eta: 2 days, 21:29:53 time: 0.3968 data_time: 0.0157 memory: 17007 grad_norm: 4.3260 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.7587 loss: 3.7587 2022/07/26 21:56:19 - mmengine - INFO - Epoch(train) [11][3640/3757] lr: 9.9240e-03 eta: 2 days, 21:29:45 time: 0.3926 data_time: 0.0161 memory: 17007 grad_norm: 4.2817 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.7421 loss: 3.7421 2022/07/26 21:56:27 - mmengine - INFO - Epoch(train) [11][3660/3757] lr: 9.9240e-03 eta: 2 days, 21:29:38 time: 0.3992 data_time: 0.0158 memory: 17007 grad_norm: 4.2982 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5499 loss: 3.5499 2022/07/26 21:56:35 - mmengine - INFO - Epoch(train) [11][3680/3757] lr: 9.9240e-03 eta: 2 days, 21:29:30 time: 0.3941 data_time: 0.0181 memory: 17007 grad_norm: 4.2555 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.7483 loss: 3.7483 2022/07/26 21:56:43 - mmengine - INFO - Epoch(train) [11][3700/3757] lr: 9.9240e-03 eta: 2 days, 21:29:22 time: 0.3924 data_time: 0.0158 memory: 17007 grad_norm: 4.3197 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.8372 loss: 3.8372 2022/07/26 21:56:51 - mmengine - INFO - Epoch(train) [11][3720/3757] lr: 9.9240e-03 eta: 2 days, 21:29:14 time: 0.3923 data_time: 0.0159 memory: 17007 grad_norm: 4.2394 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.7098 loss: 3.7098 2022/07/26 21:56:59 - mmengine - INFO - Epoch(train) [11][3740/3757] lr: 9.9240e-03 eta: 2 days, 21:29:05 time: 0.3924 data_time: 0.0146 memory: 17007 grad_norm: 4.2808 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8953 loss: 3.8953 2022/07/26 21:57:05 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 21:57:05 - mmengine - INFO - Epoch(train) [11][3757/3757] lr: 9.9240e-03 eta: 2 days, 21:29:05 time: 0.3932 data_time: 0.0179 memory: 17007 grad_norm: 4.2560 top1_acc: 0.2857 top5_acc: 0.5714 loss_cls: 3.6347 loss: 3.6347 2022/07/26 21:57:05 - mmengine - INFO - Saving checkpoint at 11 epochs 2022/07/26 21:57:16 - mmengine - INFO - Epoch(train) [12][20/3757] lr: 9.9081e-03 eta: 2 days, 21:27:23 time: 0.4426 data_time: 0.0664 memory: 17007 grad_norm: 4.2053 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3487 loss: 3.3487 2022/07/26 21:57:24 - mmengine - INFO - Epoch(train) [12][40/3757] lr: 9.9081e-03 eta: 2 days, 21:27:17 time: 0.3996 data_time: 0.0166 memory: 17007 grad_norm: 4.3102 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.9661 loss: 3.9661 2022/07/26 21:57:32 - mmengine - INFO - Epoch(train) [12][60/3757] lr: 9.9081e-03 eta: 2 days, 21:27:08 time: 0.3918 data_time: 0.0150 memory: 17007 grad_norm: 4.2509 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3454 loss: 3.3454 2022/07/26 21:57:40 - mmengine - INFO - Epoch(train) [12][80/3757] lr: 9.9081e-03 eta: 2 days, 21:26:59 time: 0.3908 data_time: 0.0149 memory: 17007 grad_norm: 4.3129 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4649 loss: 3.4649 2022/07/26 21:57:48 - mmengine - INFO - Epoch(train) [12][100/3757] lr: 9.9081e-03 eta: 2 days, 21:26:51 time: 0.3934 data_time: 0.0155 memory: 17007 grad_norm: 4.2877 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.6701 loss: 3.6701 2022/07/26 21:57:55 - mmengine - INFO - Epoch(train) [12][120/3757] lr: 9.9081e-03 eta: 2 days, 21:26:43 time: 0.3924 data_time: 0.0167 memory: 17007 grad_norm: 4.3616 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4510 loss: 3.4510 2022/07/26 21:58:03 - mmengine - INFO - Epoch(train) [12][140/3757] lr: 9.9081e-03 eta: 2 days, 21:26:35 time: 0.3938 data_time: 0.0155 memory: 17007 grad_norm: 4.2944 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5683 loss: 3.5683 2022/07/26 21:58:11 - mmengine - INFO - Epoch(train) [12][160/3757] lr: 9.9081e-03 eta: 2 days, 21:26:28 time: 0.3970 data_time: 0.0161 memory: 17007 grad_norm: 4.3147 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4516 loss: 3.4516 2022/07/26 21:58:19 - mmengine - INFO - Epoch(train) [12][180/3757] lr: 9.9081e-03 eta: 2 days, 21:26:20 time: 0.3915 data_time: 0.0150 memory: 17007 grad_norm: 4.3079 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8129 loss: 3.8129 2022/07/26 21:58:27 - mmengine - INFO - Epoch(train) [12][200/3757] lr: 9.9081e-03 eta: 2 days, 21:26:12 time: 0.3931 data_time: 0.0159 memory: 17007 grad_norm: 4.3319 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6578 loss: 3.6578 2022/07/26 21:58:35 - mmengine - INFO - Epoch(train) [12][220/3757] lr: 9.9081e-03 eta: 2 days, 21:26:03 time: 0.3911 data_time: 0.0161 memory: 17007 grad_norm: 4.3363 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8462 loss: 3.8462 2022/07/26 21:58:43 - mmengine - INFO - Epoch(train) [12][240/3757] lr: 9.9081e-03 eta: 2 days, 21:25:55 time: 0.3947 data_time: 0.0160 memory: 17007 grad_norm: 4.2670 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5321 loss: 3.5321 2022/07/26 21:58:50 - mmengine - INFO - Epoch(train) [12][260/3757] lr: 9.9081e-03 eta: 2 days, 21:25:46 time: 0.3904 data_time: 0.0155 memory: 17007 grad_norm: 4.2865 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5748 loss: 3.5748 2022/07/26 21:58:58 - mmengine - INFO - Epoch(train) [12][280/3757] lr: 9.9081e-03 eta: 2 days, 21:25:38 time: 0.3918 data_time: 0.0164 memory: 17007 grad_norm: 4.3709 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4626 loss: 3.4626 2022/07/26 21:59:06 - mmengine - INFO - Epoch(train) [12][300/3757] lr: 9.9081e-03 eta: 2 days, 21:25:30 time: 0.3950 data_time: 0.0169 memory: 17007 grad_norm: 4.2360 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.6277 loss: 3.6277 2022/07/26 21:59:14 - mmengine - INFO - Epoch(train) [12][320/3757] lr: 9.9081e-03 eta: 2 days, 21:25:22 time: 0.3926 data_time: 0.0163 memory: 17007 grad_norm: 4.1929 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.5798 loss: 3.5798 2022/07/26 21:59:22 - mmengine - INFO - Epoch(train) [12][340/3757] lr: 9.9081e-03 eta: 2 days, 21:25:14 time: 0.3920 data_time: 0.0152 memory: 17007 grad_norm: 4.3509 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2970 loss: 3.2970 2022/07/26 21:59:30 - mmengine - INFO - Epoch(train) [12][360/3757] lr: 9.9081e-03 eta: 2 days, 21:25:05 time: 0.3917 data_time: 0.0165 memory: 17007 grad_norm: 4.3222 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.7055 loss: 3.7055 2022/07/26 21:59:38 - mmengine - INFO - Epoch(train) [12][380/3757] lr: 9.9081e-03 eta: 2 days, 21:24:57 time: 0.3913 data_time: 0.0149 memory: 17007 grad_norm: 4.3355 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5839 loss: 3.5839 2022/07/26 21:59:45 - mmengine - INFO - Epoch(train) [12][400/3757] lr: 9.9081e-03 eta: 2 days, 21:24:49 time: 0.3940 data_time: 0.0163 memory: 17007 grad_norm: 4.2234 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5607 loss: 3.5607 2022/07/26 21:59:53 - mmengine - INFO - Epoch(train) [12][420/3757] lr: 9.9081e-03 eta: 2 days, 21:24:40 time: 0.3914 data_time: 0.0156 memory: 17007 grad_norm: 4.3209 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4482 loss: 3.4482 2022/07/26 22:00:01 - mmengine - INFO - Epoch(train) [12][440/3757] lr: 9.9081e-03 eta: 2 days, 21:24:32 time: 0.3936 data_time: 0.0162 memory: 17007 grad_norm: 4.3244 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.4148 loss: 3.4148 2022/07/26 22:00:09 - mmengine - INFO - Epoch(train) [12][460/3757] lr: 9.9081e-03 eta: 2 days, 21:24:23 time: 0.3905 data_time: 0.0153 memory: 17007 grad_norm: 4.3923 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8312 loss: 3.8312 2022/07/26 22:00:17 - mmengine - INFO - Epoch(train) [12][480/3757] lr: 9.9081e-03 eta: 2 days, 21:24:15 time: 0.3919 data_time: 0.0164 memory: 17007 grad_norm: 4.2997 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7131 loss: 3.7131 2022/07/26 22:00:25 - mmengine - INFO - Epoch(train) [12][500/3757] lr: 9.9081e-03 eta: 2 days, 21:24:07 time: 0.3927 data_time: 0.0168 memory: 17007 grad_norm: 4.4817 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3659 loss: 3.3659 2022/07/26 22:00:33 - mmengine - INFO - Epoch(train) [12][520/3757] lr: 9.9081e-03 eta: 2 days, 21:23:59 time: 0.3950 data_time: 0.0154 memory: 17007 grad_norm: 4.2632 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4304 loss: 3.4304 2022/07/26 22:00:40 - mmengine - INFO - Epoch(train) [12][540/3757] lr: 9.9081e-03 eta: 2 days, 21:23:50 time: 0.3891 data_time: 0.0144 memory: 17007 grad_norm: 4.3445 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.4866 loss: 3.4866 2022/07/26 22:00:48 - mmengine - INFO - Epoch(train) [12][560/3757] lr: 9.9081e-03 eta: 2 days, 21:23:46 time: 0.4060 data_time: 0.0166 memory: 17007 grad_norm: 4.2955 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5116 loss: 3.5116 2022/07/26 22:00:57 - mmengine - INFO - Epoch(train) [12][580/3757] lr: 9.9081e-03 eta: 2 days, 21:23:42 time: 0.4066 data_time: 0.0156 memory: 17007 grad_norm: 4.3686 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6049 loss: 3.6049 2022/07/26 22:01:05 - mmengine - INFO - Epoch(train) [12][600/3757] lr: 9.9081e-03 eta: 2 days, 21:23:35 time: 0.3965 data_time: 0.0158 memory: 17007 grad_norm: 4.3745 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5286 loss: 3.5286 2022/07/26 22:01:13 - mmengine - INFO - Epoch(train) [12][620/3757] lr: 9.9081e-03 eta: 2 days, 21:23:29 time: 0.4028 data_time: 0.0155 memory: 17007 grad_norm: 4.4487 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.8586 loss: 3.8586 2022/07/26 22:01:20 - mmengine - INFO - Epoch(train) [12][640/3757] lr: 9.9081e-03 eta: 2 days, 21:23:21 time: 0.3919 data_time: 0.0157 memory: 17007 grad_norm: 4.2445 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.6888 loss: 3.6888 2022/07/26 22:01:28 - mmengine - INFO - Epoch(train) [12][660/3757] lr: 9.9081e-03 eta: 2 days, 21:23:15 time: 0.4008 data_time: 0.0166 memory: 17007 grad_norm: 4.2427 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.6237 loss: 3.6237 2022/07/26 22:01:34 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 22:01:36 - mmengine - INFO - Epoch(train) [12][680/3757] lr: 9.9081e-03 eta: 2 days, 21:23:07 time: 0.3942 data_time: 0.0171 memory: 17007 grad_norm: 4.4194 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.4844 loss: 3.4844 2022/07/26 22:01:44 - mmengine - INFO - Epoch(train) [12][700/3757] lr: 9.9081e-03 eta: 2 days, 21:23:00 time: 0.3964 data_time: 0.0155 memory: 17007 grad_norm: 4.3912 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.5459 loss: 3.5459 2022/07/26 22:01:52 - mmengine - INFO - Epoch(train) [12][720/3757] lr: 9.9081e-03 eta: 2 days, 21:22:53 time: 0.3944 data_time: 0.0162 memory: 17007 grad_norm: 4.3359 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.6024 loss: 3.6024 2022/07/26 22:02:00 - mmengine - INFO - Epoch(train) [12][740/3757] lr: 9.9081e-03 eta: 2 days, 21:22:44 time: 0.3904 data_time: 0.0143 memory: 17007 grad_norm: 4.3694 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1789 loss: 3.1789 2022/07/26 22:02:08 - mmengine - INFO - Epoch(train) [12][760/3757] lr: 9.9081e-03 eta: 2 days, 21:22:36 time: 0.3933 data_time: 0.0160 memory: 17007 grad_norm: 4.4560 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5610 loss: 3.5610 2022/07/26 22:02:16 - mmengine - INFO - Epoch(train) [12][780/3757] lr: 9.9081e-03 eta: 2 days, 21:22:28 time: 0.3960 data_time: 0.0151 memory: 17007 grad_norm: 4.2896 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4381 loss: 3.4381 2022/07/26 22:02:24 - mmengine - INFO - Epoch(train) [12][800/3757] lr: 9.9081e-03 eta: 2 days, 21:22:20 time: 0.3919 data_time: 0.0155 memory: 17007 grad_norm: 4.5316 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.5141 loss: 3.5141 2022/07/26 22:02:32 - mmengine - INFO - Epoch(train) [12][820/3757] lr: 9.9081e-03 eta: 2 days, 21:22:15 time: 0.4034 data_time: 0.0142 memory: 17007 grad_norm: 4.3914 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5601 loss: 3.5601 2022/07/26 22:02:39 - mmengine - INFO - Epoch(train) [12][840/3757] lr: 9.9081e-03 eta: 2 days, 21:22:07 time: 0.3922 data_time: 0.0166 memory: 17007 grad_norm: 4.3723 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4043 loss: 3.4043 2022/07/26 22:02:47 - mmengine - INFO - Epoch(train) [12][860/3757] lr: 9.9081e-03 eta: 2 days, 21:21:58 time: 0.3919 data_time: 0.0154 memory: 17007 grad_norm: 4.3684 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4417 loss: 3.4417 2022/07/26 22:02:55 - mmengine - INFO - Epoch(train) [12][880/3757] lr: 9.9081e-03 eta: 2 days, 21:21:49 time: 0.3908 data_time: 0.0152 memory: 17007 grad_norm: 4.4204 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.9054 loss: 3.9054 2022/07/26 22:03:03 - mmengine - INFO - Epoch(train) [12][900/3757] lr: 9.9081e-03 eta: 2 days, 21:21:45 time: 0.4045 data_time: 0.0171 memory: 17007 grad_norm: 4.3928 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5245 loss: 3.5245 2022/07/26 22:03:11 - mmengine - INFO - Epoch(train) [12][920/3757] lr: 9.9081e-03 eta: 2 days, 21:21:36 time: 0.3917 data_time: 0.0163 memory: 17007 grad_norm: 4.3258 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4893 loss: 3.4893 2022/07/26 22:03:19 - mmengine - INFO - Epoch(train) [12][940/3757] lr: 9.9081e-03 eta: 2 days, 21:21:30 time: 0.4007 data_time: 0.0161 memory: 17007 grad_norm: 4.4874 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.4556 loss: 3.4556 2022/07/26 22:03:27 - mmengine - INFO - Epoch(train) [12][960/3757] lr: 9.9081e-03 eta: 2 days, 21:21:23 time: 0.3947 data_time: 0.0154 memory: 17007 grad_norm: 4.4134 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5431 loss: 3.5431 2022/07/26 22:03:35 - mmengine - INFO - Epoch(train) [12][980/3757] lr: 9.9081e-03 eta: 2 days, 21:21:19 time: 0.4067 data_time: 0.0154 memory: 17007 grad_norm: 4.3926 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.7692 loss: 3.7692 2022/07/26 22:03:43 - mmengine - INFO - Epoch(train) [12][1000/3757] lr: 9.9081e-03 eta: 2 days, 21:21:10 time: 0.3927 data_time: 0.0164 memory: 17007 grad_norm: 4.2723 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8657 loss: 3.8657 2022/07/26 22:03:51 - mmengine - INFO - Epoch(train) [12][1020/3757] lr: 9.9081e-03 eta: 2 days, 21:21:02 time: 0.3913 data_time: 0.0153 memory: 17007 grad_norm: 4.2834 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5412 loss: 3.5412 2022/07/26 22:03:59 - mmengine - INFO - Epoch(train) [12][1040/3757] lr: 9.9081e-03 eta: 2 days, 21:20:53 time: 0.3915 data_time: 0.0167 memory: 17007 grad_norm: 4.2449 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.6823 loss: 3.6823 2022/07/26 22:04:06 - mmengine - INFO - Epoch(train) [12][1060/3757] lr: 9.9081e-03 eta: 2 days, 21:20:45 time: 0.3915 data_time: 0.0157 memory: 17007 grad_norm: 4.2855 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.5204 loss: 3.5204 2022/07/26 22:04:15 - mmengine - INFO - Epoch(train) [12][1080/3757] lr: 9.9081e-03 eta: 2 days, 21:20:40 time: 0.4056 data_time: 0.0166 memory: 17007 grad_norm: 4.2394 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.5415 loss: 3.5415 2022/07/26 22:04:22 - mmengine - INFO - Epoch(train) [12][1100/3757] lr: 9.9081e-03 eta: 2 days, 21:20:32 time: 0.3919 data_time: 0.0155 memory: 17007 grad_norm: 4.2702 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5082 loss: 3.5082 2022/07/26 22:04:30 - mmengine - INFO - Epoch(train) [12][1120/3757] lr: 9.9081e-03 eta: 2 days, 21:20:24 time: 0.3924 data_time: 0.0168 memory: 17007 grad_norm: 4.2594 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.5326 loss: 3.5326 2022/07/26 22:04:38 - mmengine - INFO - Epoch(train) [12][1140/3757] lr: 9.9081e-03 eta: 2 days, 21:20:15 time: 0.3912 data_time: 0.0148 memory: 17007 grad_norm: 4.4616 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4042 loss: 3.4042 2022/07/26 22:04:46 - mmengine - INFO - Epoch(train) [12][1160/3757] lr: 9.9081e-03 eta: 2 days, 21:20:08 time: 0.3976 data_time: 0.0162 memory: 17007 grad_norm: 4.5153 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3307 loss: 3.3307 2022/07/26 22:04:54 - mmengine - INFO - Epoch(train) [12][1180/3757] lr: 9.9081e-03 eta: 2 days, 21:19:59 time: 0.3911 data_time: 0.0155 memory: 17007 grad_norm: 4.2940 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6500 loss: 3.6500 2022/07/26 22:05:02 - mmengine - INFO - Epoch(train) [12][1200/3757] lr: 9.9081e-03 eta: 2 days, 21:19:51 time: 0.3926 data_time: 0.0166 memory: 17007 grad_norm: 4.3129 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.5954 loss: 3.5954 2022/07/26 22:05:10 - mmengine - INFO - Epoch(train) [12][1220/3757] lr: 9.9081e-03 eta: 2 days, 21:19:42 time: 0.3905 data_time: 0.0154 memory: 17007 grad_norm: 4.3265 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.7821 loss: 3.7821 2022/07/26 22:05:17 - mmengine - INFO - Epoch(train) [12][1240/3757] lr: 9.9081e-03 eta: 2 days, 21:19:34 time: 0.3913 data_time: 0.0156 memory: 17007 grad_norm: 4.2681 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.7351 loss: 3.7351 2022/07/26 22:05:25 - mmengine - INFO - Epoch(train) [12][1260/3757] lr: 9.9081e-03 eta: 2 days, 21:19:27 time: 0.3993 data_time: 0.0153 memory: 17007 grad_norm: 4.3546 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3512 loss: 3.3512 2022/07/26 22:05:33 - mmengine - INFO - Epoch(train) [12][1280/3757] lr: 9.9081e-03 eta: 2 days, 21:19:19 time: 0.3917 data_time: 0.0165 memory: 17007 grad_norm: 4.2302 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.4435 loss: 3.4435 2022/07/26 22:05:41 - mmengine - INFO - Epoch(train) [12][1300/3757] lr: 9.9081e-03 eta: 2 days, 21:19:11 time: 0.3923 data_time: 0.0158 memory: 17007 grad_norm: 4.3673 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4861 loss: 3.4861 2022/07/26 22:05:49 - mmengine - INFO - Epoch(train) [12][1320/3757] lr: 9.9081e-03 eta: 2 days, 21:19:05 time: 0.4005 data_time: 0.0167 memory: 17007 grad_norm: 4.5857 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4888 loss: 3.4888 2022/07/26 22:05:57 - mmengine - INFO - Epoch(train) [12][1340/3757] lr: 9.9081e-03 eta: 2 days, 21:18:56 time: 0.3923 data_time: 0.0166 memory: 17007 grad_norm: 4.3195 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.4927 loss: 3.4927 2022/07/26 22:06:05 - mmengine - INFO - Epoch(train) [12][1360/3757] lr: 9.9081e-03 eta: 2 days, 21:18:48 time: 0.3929 data_time: 0.0164 memory: 17007 grad_norm: 4.3330 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3320 loss: 3.3320 2022/07/26 22:06:13 - mmengine - INFO - Epoch(train) [12][1380/3757] lr: 9.9081e-03 eta: 2 days, 21:18:41 time: 0.3954 data_time: 0.0160 memory: 17007 grad_norm: 4.3432 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3204 loss: 3.3204 2022/07/26 22:06:20 - mmengine - INFO - Epoch(train) [12][1400/3757] lr: 9.9081e-03 eta: 2 days, 21:18:32 time: 0.3914 data_time: 0.0160 memory: 17007 grad_norm: 4.2823 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7098 loss: 3.7098 2022/07/26 22:06:28 - mmengine - INFO - Epoch(train) [12][1420/3757] lr: 9.9081e-03 eta: 2 days, 21:18:24 time: 0.3935 data_time: 0.0153 memory: 17007 grad_norm: 4.3201 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.3305 loss: 3.3305 2022/07/26 22:06:36 - mmengine - INFO - Epoch(train) [12][1440/3757] lr: 9.9081e-03 eta: 2 days, 21:18:17 time: 0.3948 data_time: 0.0163 memory: 17007 grad_norm: 4.3475 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6411 loss: 3.6411 2022/07/26 22:06:44 - mmengine - INFO - Epoch(train) [12][1460/3757] lr: 9.9081e-03 eta: 2 days, 21:18:08 time: 0.3921 data_time: 0.0157 memory: 17007 grad_norm: 4.4178 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7313 loss: 3.7313 2022/07/26 22:06:52 - mmengine - INFO - Epoch(train) [12][1480/3757] lr: 9.9081e-03 eta: 2 days, 21:18:01 time: 0.3969 data_time: 0.0165 memory: 17007 grad_norm: 4.5530 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5951 loss: 3.5951 2022/07/26 22:07:00 - mmengine - INFO - Epoch(train) [12][1500/3757] lr: 9.9081e-03 eta: 2 days, 21:17:53 time: 0.3914 data_time: 0.0152 memory: 17007 grad_norm: 4.1481 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6127 loss: 3.6127 2022/07/26 22:07:08 - mmengine - INFO - Epoch(train) [12][1520/3757] lr: 9.9081e-03 eta: 2 days, 21:17:44 time: 0.3930 data_time: 0.0159 memory: 17007 grad_norm: 4.1758 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4421 loss: 3.4421 2022/07/26 22:07:16 - mmengine - INFO - Epoch(train) [12][1540/3757] lr: 9.9081e-03 eta: 2 days, 21:17:36 time: 0.3914 data_time: 0.0159 memory: 17007 grad_norm: 4.3736 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 3.5537 loss: 3.5537 2022/07/26 22:07:23 - mmengine - INFO - Epoch(train) [12][1560/3757] lr: 9.9081e-03 eta: 2 days, 21:17:28 time: 0.3938 data_time: 0.0169 memory: 17007 grad_norm: 4.3031 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5877 loss: 3.5877 2022/07/26 22:07:31 - mmengine - INFO - Epoch(train) [12][1580/3757] lr: 9.9081e-03 eta: 2 days, 21:17:19 time: 0.3916 data_time: 0.0157 memory: 17007 grad_norm: 4.3273 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5656 loss: 3.5656 2022/07/26 22:07:39 - mmengine - INFO - Epoch(train) [12][1600/3757] lr: 9.9081e-03 eta: 2 days, 21:17:11 time: 0.3924 data_time: 0.0163 memory: 17007 grad_norm: 4.5381 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.5444 loss: 3.5444 2022/07/26 22:07:47 - mmengine - INFO - Epoch(train) [12][1620/3757] lr: 9.9081e-03 eta: 2 days, 21:17:03 time: 0.3932 data_time: 0.0164 memory: 17007 grad_norm: 4.4281 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.4622 loss: 3.4622 2022/07/26 22:07:55 - mmengine - INFO - Epoch(train) [12][1640/3757] lr: 9.9081e-03 eta: 2 days, 21:16:59 time: 0.4080 data_time: 0.0156 memory: 17007 grad_norm: 4.3485 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.5905 loss: 3.5905 2022/07/26 22:08:03 - mmengine - INFO - Epoch(train) [12][1660/3757] lr: 9.9081e-03 eta: 2 days, 21:16:51 time: 0.3919 data_time: 0.0155 memory: 17007 grad_norm: 4.2920 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5166 loss: 3.5166 2022/07/26 22:08:08 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 22:08:11 - mmengine - INFO - Epoch(train) [12][1680/3757] lr: 9.9081e-03 eta: 2 days, 21:16:42 time: 0.3913 data_time: 0.0158 memory: 17007 grad_norm: 4.2172 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7931 loss: 3.7931 2022/07/26 22:08:19 - mmengine - INFO - Epoch(train) [12][1700/3757] lr: 9.9081e-03 eta: 2 days, 21:16:34 time: 0.3911 data_time: 0.0157 memory: 17007 grad_norm: 4.4351 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6805 loss: 3.6805 2022/07/26 22:08:26 - mmengine - INFO - Epoch(train) [12][1720/3757] lr: 9.9081e-03 eta: 2 days, 21:16:25 time: 0.3923 data_time: 0.0167 memory: 17007 grad_norm: 4.2101 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4133 loss: 3.4133 2022/07/26 22:08:34 - mmengine - INFO - Epoch(train) [12][1740/3757] lr: 9.9081e-03 eta: 2 days, 21:16:19 time: 0.3978 data_time: 0.0157 memory: 17007 grad_norm: 4.3983 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5652 loss: 3.5652 2022/07/26 22:08:42 - mmengine - INFO - Epoch(train) [12][1760/3757] lr: 9.9081e-03 eta: 2 days, 21:16:10 time: 0.3930 data_time: 0.0154 memory: 17007 grad_norm: 4.2560 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8861 loss: 3.8861 2022/07/26 22:08:50 - mmengine - INFO - Epoch(train) [12][1780/3757] lr: 9.9081e-03 eta: 2 days, 21:16:02 time: 0.3908 data_time: 0.0153 memory: 17007 grad_norm: 4.3506 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4546 loss: 3.4546 2022/07/26 22:08:58 - mmengine - INFO - Epoch(train) [12][1800/3757] lr: 9.9081e-03 eta: 2 days, 21:15:54 time: 0.3935 data_time: 0.0167 memory: 17007 grad_norm: 4.4676 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4836 loss: 3.4836 2022/07/26 22:09:06 - mmengine - INFO - Epoch(train) [12][1820/3757] lr: 9.9081e-03 eta: 2 days, 21:15:45 time: 0.3911 data_time: 0.0156 memory: 17007 grad_norm: 4.2836 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4349 loss: 3.4349 2022/07/26 22:09:14 - mmengine - INFO - Epoch(train) [12][1840/3757] lr: 9.9081e-03 eta: 2 days, 21:15:37 time: 0.3927 data_time: 0.0167 memory: 17007 grad_norm: 4.4346 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5933 loss: 3.5933 2022/07/26 22:09:21 - mmengine - INFO - Epoch(train) [12][1860/3757] lr: 9.9081e-03 eta: 2 days, 21:15:28 time: 0.3902 data_time: 0.0151 memory: 17007 grad_norm: 4.2408 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5677 loss: 3.5677 2022/07/26 22:09:29 - mmengine - INFO - Epoch(train) [12][1880/3757] lr: 9.9081e-03 eta: 2 days, 21:15:20 time: 0.3933 data_time: 0.0172 memory: 17007 grad_norm: 4.2759 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.6137 loss: 3.6137 2022/07/26 22:09:37 - mmengine - INFO - Epoch(train) [12][1900/3757] lr: 9.9081e-03 eta: 2 days, 21:15:15 time: 0.4053 data_time: 0.0172 memory: 17007 grad_norm: 4.5085 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4442 loss: 3.4442 2022/07/26 22:09:45 - mmengine - INFO - Epoch(train) [12][1920/3757] lr: 9.9081e-03 eta: 2 days, 21:15:07 time: 0.3910 data_time: 0.0158 memory: 17007 grad_norm: 4.4106 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.4853 loss: 3.4853 2022/07/26 22:09:53 - mmengine - INFO - Epoch(train) [12][1940/3757] lr: 9.9081e-03 eta: 2 days, 21:14:59 time: 0.3932 data_time: 0.0166 memory: 17007 grad_norm: 4.3380 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5152 loss: 3.5152 2022/07/26 22:10:01 - mmengine - INFO - Epoch(train) [12][1960/3757] lr: 9.9081e-03 eta: 2 days, 21:14:50 time: 0.3921 data_time: 0.0157 memory: 17007 grad_norm: 4.2683 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2921 loss: 3.2921 2022/07/26 22:10:09 - mmengine - INFO - Epoch(train) [12][1980/3757] lr: 9.9081e-03 eta: 2 days, 21:14:42 time: 0.3924 data_time: 0.0153 memory: 17007 grad_norm: 4.3579 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.5567 loss: 3.5567 2022/07/26 22:10:17 - mmengine - INFO - Epoch(train) [12][2000/3757] lr: 9.9081e-03 eta: 2 days, 21:14:34 time: 0.3945 data_time: 0.0171 memory: 17007 grad_norm: 4.3195 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.6538 loss: 3.6538 2022/07/26 22:10:25 - mmengine - INFO - Epoch(train) [12][2020/3757] lr: 9.9081e-03 eta: 2 days, 21:14:26 time: 0.3918 data_time: 0.0154 memory: 17007 grad_norm: 4.3770 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.6086 loss: 3.6086 2022/07/26 22:10:32 - mmengine - INFO - Epoch(train) [12][2040/3757] lr: 9.9081e-03 eta: 2 days, 21:14:18 time: 0.3941 data_time: 0.0170 memory: 17007 grad_norm: 4.4121 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3807 loss: 3.3807 2022/07/26 22:10:40 - mmengine - INFO - Epoch(train) [12][2060/3757] lr: 9.9081e-03 eta: 2 days, 21:14:09 time: 0.3913 data_time: 0.0147 memory: 17007 grad_norm: 4.3183 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4531 loss: 3.4531 2022/07/26 22:10:48 - mmengine - INFO - Epoch(train) [12][2080/3757] lr: 9.9081e-03 eta: 2 days, 21:14:01 time: 0.3928 data_time: 0.0159 memory: 17007 grad_norm: 4.2872 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.5587 loss: 3.5587 2022/07/26 22:10:56 - mmengine - INFO - Epoch(train) [12][2100/3757] lr: 9.9081e-03 eta: 2 days, 21:13:53 time: 0.3919 data_time: 0.0158 memory: 17007 grad_norm: 4.2677 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.5053 loss: 3.5053 2022/07/26 22:11:04 - mmengine - INFO - Epoch(train) [12][2120/3757] lr: 9.9081e-03 eta: 2 days, 21:13:48 time: 0.4063 data_time: 0.0158 memory: 17007 grad_norm: 4.3707 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5677 loss: 3.5677 2022/07/26 22:11:12 - mmengine - INFO - Epoch(train) [12][2140/3757] lr: 9.9081e-03 eta: 2 days, 21:13:40 time: 0.3909 data_time: 0.0145 memory: 17007 grad_norm: 4.3141 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.2968 loss: 3.2968 2022/07/26 22:11:20 - mmengine - INFO - Epoch(train) [12][2160/3757] lr: 9.9081e-03 eta: 2 days, 21:13:31 time: 0.3912 data_time: 0.0156 memory: 17007 grad_norm: 4.2910 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4299 loss: 3.4299 2022/07/26 22:11:28 - mmengine - INFO - Epoch(train) [12][2180/3757] lr: 9.9081e-03 eta: 2 days, 21:13:23 time: 0.3928 data_time: 0.0165 memory: 17007 grad_norm: 4.3207 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.5737 loss: 3.5737 2022/07/26 22:11:35 - mmengine - INFO - Epoch(train) [12][2200/3757] lr: 9.9081e-03 eta: 2 days, 21:13:15 time: 0.3929 data_time: 0.0160 memory: 17007 grad_norm: 4.3206 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3310 loss: 3.3310 2022/07/26 22:11:43 - mmengine - INFO - Epoch(train) [12][2220/3757] lr: 9.9081e-03 eta: 2 days, 21:13:06 time: 0.3914 data_time: 0.0154 memory: 17007 grad_norm: 4.4020 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5507 loss: 3.5507 2022/07/26 22:11:51 - mmengine - INFO - Epoch(train) [12][2240/3757] lr: 9.9081e-03 eta: 2 days, 21:12:58 time: 0.3920 data_time: 0.0164 memory: 17007 grad_norm: 4.2480 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.8701 loss: 3.8701 2022/07/26 22:11:59 - mmengine - INFO - Epoch(train) [12][2260/3757] lr: 9.9081e-03 eta: 2 days, 21:12:49 time: 0.3915 data_time: 0.0144 memory: 17007 grad_norm: 4.1992 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3975 loss: 3.3975 2022/07/26 22:12:07 - mmengine - INFO - Epoch(train) [12][2280/3757] lr: 9.9081e-03 eta: 2 days, 21:12:43 time: 0.3988 data_time: 0.0158 memory: 17007 grad_norm: 4.3505 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.8182 loss: 3.8182 2022/07/26 22:12:15 - mmengine - INFO - Epoch(train) [12][2300/3757] lr: 9.9081e-03 eta: 2 days, 21:12:34 time: 0.3914 data_time: 0.0161 memory: 17007 grad_norm: 4.3792 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 3.4835 loss: 3.4835 2022/07/26 22:12:23 - mmengine - INFO - Epoch(train) [12][2320/3757] lr: 9.9081e-03 eta: 2 days, 21:12:26 time: 0.3940 data_time: 0.0160 memory: 17007 grad_norm: 4.2565 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5245 loss: 3.5245 2022/07/26 22:12:30 - mmengine - INFO - Epoch(train) [12][2340/3757] lr: 9.9081e-03 eta: 2 days, 21:12:17 time: 0.3901 data_time: 0.0151 memory: 17007 grad_norm: 4.2591 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6813 loss: 3.6813 2022/07/26 22:12:38 - mmengine - INFO - Epoch(train) [12][2360/3757] lr: 9.9081e-03 eta: 2 days, 21:12:09 time: 0.3921 data_time: 0.0170 memory: 17007 grad_norm: 4.4186 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5597 loss: 3.5597 2022/07/26 22:12:46 - mmengine - INFO - Epoch(train) [12][2380/3757] lr: 9.9081e-03 eta: 2 days, 21:12:01 time: 0.3922 data_time: 0.0157 memory: 17007 grad_norm: 4.4421 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3923 loss: 3.3923 2022/07/26 22:12:54 - mmengine - INFO - Epoch(train) [12][2400/3757] lr: 9.9081e-03 eta: 2 days, 21:11:52 time: 0.3925 data_time: 0.0160 memory: 17007 grad_norm: 4.3820 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.5080 loss: 3.5080 2022/07/26 22:13:02 - mmengine - INFO - Epoch(train) [12][2420/3757] lr: 9.9081e-03 eta: 2 days, 21:11:43 time: 0.3901 data_time: 0.0145 memory: 17007 grad_norm: 4.4109 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1312 loss: 3.1312 2022/07/26 22:13:10 - mmengine - INFO - Epoch(train) [12][2440/3757] lr: 9.9081e-03 eta: 2 days, 21:11:35 time: 0.3935 data_time: 0.0161 memory: 17007 grad_norm: 4.3944 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2654 loss: 3.2654 2022/07/26 22:13:18 - mmengine - INFO - Epoch(train) [12][2460/3757] lr: 9.9081e-03 eta: 2 days, 21:11:27 time: 0.3922 data_time: 0.0162 memory: 17007 grad_norm: 4.2855 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4983 loss: 3.4983 2022/07/26 22:13:26 - mmengine - INFO - Epoch(train) [12][2480/3757] lr: 9.9081e-03 eta: 2 days, 21:11:22 time: 0.4031 data_time: 0.0156 memory: 17007 grad_norm: 4.3868 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.5572 loss: 3.5572 2022/07/26 22:13:33 - mmengine - INFO - Epoch(train) [12][2500/3757] lr: 9.9081e-03 eta: 2 days, 21:11:14 time: 0.3921 data_time: 0.0160 memory: 17007 grad_norm: 4.2984 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.4597 loss: 3.4597 2022/07/26 22:13:41 - mmengine - INFO - Epoch(train) [12][2520/3757] lr: 9.9081e-03 eta: 2 days, 21:11:05 time: 0.3912 data_time: 0.0159 memory: 17007 grad_norm: 4.4102 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.6027 loss: 3.6027 2022/07/26 22:13:49 - mmengine - INFO - Epoch(train) [12][2540/3757] lr: 9.9081e-03 eta: 2 days, 21:11:01 time: 0.4068 data_time: 0.0161 memory: 17007 grad_norm: 4.4167 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.5343 loss: 3.5343 2022/07/26 22:13:57 - mmengine - INFO - Epoch(train) [12][2560/3757] lr: 9.9081e-03 eta: 2 days, 21:10:53 time: 0.3931 data_time: 0.0163 memory: 17007 grad_norm: 4.3625 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.4860 loss: 3.4860 2022/07/26 22:14:05 - mmengine - INFO - Epoch(train) [12][2580/3757] lr: 9.9081e-03 eta: 2 days, 21:10:45 time: 0.3930 data_time: 0.0160 memory: 17007 grad_norm: 4.3491 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.8124 loss: 3.8124 2022/07/26 22:14:13 - mmengine - INFO - Epoch(train) [12][2600/3757] lr: 9.9081e-03 eta: 2 days, 21:10:36 time: 0.3924 data_time: 0.0166 memory: 17007 grad_norm: 4.4272 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5411 loss: 3.5411 2022/07/26 22:14:21 - mmengine - INFO - Epoch(train) [12][2620/3757] lr: 9.9081e-03 eta: 2 days, 21:10:27 time: 0.3900 data_time: 0.0152 memory: 17007 grad_norm: 4.3510 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.4264 loss: 3.4264 2022/07/26 22:14:29 - mmengine - INFO - Epoch(train) [12][2640/3757] lr: 9.9081e-03 eta: 2 days, 21:10:19 time: 0.3921 data_time: 0.0160 memory: 17007 grad_norm: 4.3645 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8903 loss: 3.8903 2022/07/26 22:14:36 - mmengine - INFO - Epoch(train) [12][2660/3757] lr: 9.9081e-03 eta: 2 days, 21:10:10 time: 0.3916 data_time: 0.0158 memory: 17007 grad_norm: 4.3145 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.5898 loss: 3.5898 2022/07/26 22:14:42 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 22:14:44 - mmengine - INFO - Epoch(train) [12][2680/3757] lr: 9.9081e-03 eta: 2 days, 21:10:04 time: 0.3994 data_time: 0.0169 memory: 17007 grad_norm: 4.3193 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.5143 loss: 3.5143 2022/07/26 22:14:52 - mmengine - INFO - Epoch(train) [12][2700/3757] lr: 9.9081e-03 eta: 2 days, 21:09:55 time: 0.3911 data_time: 0.0150 memory: 17007 grad_norm: 4.2699 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3696 loss: 3.3696 2022/07/26 22:15:00 - mmengine - INFO - Epoch(train) [12][2720/3757] lr: 9.9081e-03 eta: 2 days, 21:09:47 time: 0.3906 data_time: 0.0157 memory: 17007 grad_norm: 4.3881 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6473 loss: 3.6473 2022/07/26 22:15:08 - mmengine - INFO - Epoch(train) [12][2740/3757] lr: 9.9081e-03 eta: 2 days, 21:09:38 time: 0.3919 data_time: 0.0159 memory: 17007 grad_norm: 4.4397 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.5875 loss: 3.5875 2022/07/26 22:15:16 - mmengine - INFO - Epoch(train) [12][2760/3757] lr: 9.9081e-03 eta: 2 days, 21:09:30 time: 0.3933 data_time: 0.0170 memory: 17007 grad_norm: 4.3320 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3199 loss: 3.3199 2022/07/26 22:15:24 - mmengine - INFO - Epoch(train) [12][2780/3757] lr: 9.9081e-03 eta: 2 days, 21:09:23 time: 0.3947 data_time: 0.0163 memory: 17007 grad_norm: 4.4081 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3636 loss: 3.3636 2022/07/26 22:15:31 - mmengine - INFO - Epoch(train) [12][2800/3757] lr: 9.9081e-03 eta: 2 days, 21:09:14 time: 0.3907 data_time: 0.0167 memory: 17007 grad_norm: 4.4112 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6755 loss: 3.6755 2022/07/26 22:15:39 - mmengine - INFO - Epoch(train) [12][2820/3757] lr: 9.9081e-03 eta: 2 days, 21:09:06 time: 0.3927 data_time: 0.0158 memory: 17007 grad_norm: 4.3470 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8202 loss: 3.8202 2022/07/26 22:15:47 - mmengine - INFO - Epoch(train) [12][2840/3757] lr: 9.9081e-03 eta: 2 days, 21:08:58 time: 0.3943 data_time: 0.0172 memory: 17007 grad_norm: 4.2155 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3769 loss: 3.3769 2022/07/26 22:15:55 - mmengine - INFO - Epoch(train) [12][2860/3757] lr: 9.9081e-03 eta: 2 days, 21:08:50 time: 0.3952 data_time: 0.0160 memory: 17007 grad_norm: 4.3167 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.5165 loss: 3.5165 2022/07/26 22:16:03 - mmengine - INFO - Epoch(train) [12][2880/3757] lr: 9.9081e-03 eta: 2 days, 21:08:42 time: 0.3916 data_time: 0.0168 memory: 17007 grad_norm: 4.4247 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.7927 loss: 3.7927 2022/07/26 22:16:11 - mmengine - INFO - Epoch(train) [12][2900/3757] lr: 9.9081e-03 eta: 2 days, 21:08:33 time: 0.3919 data_time: 0.0160 memory: 17007 grad_norm: 4.3578 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5942 loss: 3.5942 2022/07/26 22:16:19 - mmengine - INFO - Epoch(train) [12][2920/3757] lr: 9.9081e-03 eta: 2 days, 21:08:25 time: 0.3927 data_time: 0.0165 memory: 17007 grad_norm: 4.3535 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.4846 loss: 3.4846 2022/07/26 22:16:26 - mmengine - INFO - Epoch(train) [12][2940/3757] lr: 9.9081e-03 eta: 2 days, 21:08:17 time: 0.3912 data_time: 0.0152 memory: 17007 grad_norm: 4.4646 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.8434 loss: 3.8434 2022/07/26 22:16:34 - mmengine - INFO - Epoch(train) [12][2960/3757] lr: 9.9081e-03 eta: 2 days, 21:08:10 time: 0.3974 data_time: 0.0176 memory: 17007 grad_norm: 4.3315 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2757 loss: 3.2757 2022/07/26 22:16:42 - mmengine - INFO - Epoch(train) [12][2980/3757] lr: 9.9081e-03 eta: 2 days, 21:08:02 time: 0.3942 data_time: 0.0159 memory: 17007 grad_norm: 4.2974 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4644 loss: 3.4644 2022/07/26 22:16:50 - mmengine - INFO - Epoch(train) [12][3000/3757] lr: 9.9081e-03 eta: 2 days, 21:07:53 time: 0.3913 data_time: 0.0166 memory: 17007 grad_norm: 4.3775 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4694 loss: 3.4694 2022/07/26 22:16:58 - mmengine - INFO - Epoch(train) [12][3020/3757] lr: 9.9081e-03 eta: 2 days, 21:07:47 time: 0.3987 data_time: 0.0160 memory: 17007 grad_norm: 4.4489 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5659 loss: 3.5659 2022/07/26 22:17:06 - mmengine - INFO - Epoch(train) [12][3040/3757] lr: 9.9081e-03 eta: 2 days, 21:07:39 time: 0.3932 data_time: 0.0168 memory: 17007 grad_norm: 4.4966 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3379 loss: 3.3379 2022/07/26 22:17:14 - mmengine - INFO - Epoch(train) [12][3060/3757] lr: 9.9081e-03 eta: 2 days, 21:07:31 time: 0.3931 data_time: 0.0165 memory: 17007 grad_norm: 4.3328 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.4212 loss: 3.4212 2022/07/26 22:17:22 - mmengine - INFO - Epoch(train) [12][3080/3757] lr: 9.9081e-03 eta: 2 days, 21:07:23 time: 0.3926 data_time: 0.0160 memory: 17007 grad_norm: 4.2501 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.4015 loss: 3.4015 2022/07/26 22:17:30 - mmengine - INFO - Epoch(train) [12][3100/3757] lr: 9.9081e-03 eta: 2 days, 21:07:14 time: 0.3916 data_time: 0.0156 memory: 17007 grad_norm: 4.3184 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6156 loss: 3.6156 2022/07/26 22:17:37 - mmengine - INFO - Epoch(train) [12][3120/3757] lr: 9.9081e-03 eta: 2 days, 21:07:06 time: 0.3932 data_time: 0.0166 memory: 17007 grad_norm: 4.4253 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.4724 loss: 3.4724 2022/07/26 22:17:45 - mmengine - INFO - Epoch(train) [12][3140/3757] lr: 9.9081e-03 eta: 2 days, 21:06:59 time: 0.3974 data_time: 0.0139 memory: 17007 grad_norm: 4.1941 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3143 loss: 3.3143 2022/07/26 22:17:53 - mmengine - INFO - Epoch(train) [12][3160/3757] lr: 9.9081e-03 eta: 2 days, 21:06:51 time: 0.3925 data_time: 0.0158 memory: 17007 grad_norm: 4.3817 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.4979 loss: 3.4979 2022/07/26 22:18:01 - mmengine - INFO - Epoch(train) [12][3180/3757] lr: 9.9081e-03 eta: 2 days, 21:06:42 time: 0.3910 data_time: 0.0153 memory: 17007 grad_norm: 4.3083 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.6117 loss: 3.6117 2022/07/26 22:18:09 - mmengine - INFO - Epoch(train) [12][3200/3757] lr: 9.9081e-03 eta: 2 days, 21:06:36 time: 0.4013 data_time: 0.0155 memory: 17007 grad_norm: 4.2727 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.2708 loss: 3.2708 2022/07/26 22:18:17 - mmengine - INFO - Epoch(train) [12][3220/3757] lr: 9.9081e-03 eta: 2 days, 21:06:28 time: 0.3915 data_time: 0.0160 memory: 17007 grad_norm: 4.3529 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3814 loss: 3.3814 2022/07/26 22:18:25 - mmengine - INFO - Epoch(train) [12][3240/3757] lr: 9.9081e-03 eta: 2 days, 21:06:20 time: 0.3936 data_time: 0.0158 memory: 17007 grad_norm: 4.3821 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5340 loss: 3.5340 2022/07/26 22:18:33 - mmengine - INFO - Epoch(train) [12][3260/3757] lr: 9.9081e-03 eta: 2 days, 21:06:11 time: 0.3900 data_time: 0.0141 memory: 17007 grad_norm: 4.2973 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3818 loss: 3.3818 2022/07/26 22:18:40 - mmengine - INFO - Epoch(train) [12][3280/3757] lr: 9.9081e-03 eta: 2 days, 21:06:03 time: 0.3928 data_time: 0.0167 memory: 17007 grad_norm: 4.3758 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3894 loss: 3.3894 2022/07/26 22:18:48 - mmengine - INFO - Epoch(train) [12][3300/3757] lr: 9.9081e-03 eta: 2 days, 21:05:55 time: 0.3949 data_time: 0.0164 memory: 17007 grad_norm: 4.2073 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.7602 loss: 3.7602 2022/07/26 22:18:56 - mmengine - INFO - Epoch(train) [12][3320/3757] lr: 9.9081e-03 eta: 2 days, 21:05:49 time: 0.3992 data_time: 0.0160 memory: 17007 grad_norm: 4.3540 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4026 loss: 3.4026 2022/07/26 22:19:04 - mmengine - INFO - Epoch(train) [12][3340/3757] lr: 9.9081e-03 eta: 2 days, 21:05:41 time: 0.3948 data_time: 0.0145 memory: 17007 grad_norm: 4.5087 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.7148 loss: 3.7148 2022/07/26 22:19:12 - mmengine - INFO - Epoch(train) [12][3360/3757] lr: 9.9081e-03 eta: 2 days, 21:05:33 time: 0.3923 data_time: 0.0153 memory: 17007 grad_norm: 4.4239 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.5546 loss: 3.5546 2022/07/26 22:19:20 - mmengine - INFO - Epoch(train) [12][3380/3757] lr: 9.9081e-03 eta: 2 days, 21:05:24 time: 0.3912 data_time: 0.0146 memory: 17007 grad_norm: 4.3388 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5786 loss: 3.5786 2022/07/26 22:19:28 - mmengine - INFO - Epoch(train) [12][3400/3757] lr: 9.9081e-03 eta: 2 days, 21:05:19 time: 0.4019 data_time: 0.0164 memory: 17007 grad_norm: 4.3511 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2951 loss: 3.2951 2022/07/26 22:19:36 - mmengine - INFO - Epoch(train) [12][3420/3757] lr: 9.9081e-03 eta: 2 days, 21:05:12 time: 0.3978 data_time: 0.0159 memory: 17007 grad_norm: 4.3987 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4885 loss: 3.4885 2022/07/26 22:19:44 - mmengine - INFO - Epoch(train) [12][3440/3757] lr: 9.9081e-03 eta: 2 days, 21:05:04 time: 0.3944 data_time: 0.0163 memory: 17007 grad_norm: 4.3690 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5437 loss: 3.5437 2022/07/26 22:19:52 - mmengine - INFO - Epoch(train) [12][3460/3757] lr: 9.9081e-03 eta: 2 days, 21:04:56 time: 0.3908 data_time: 0.0150 memory: 17007 grad_norm: 4.2924 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2540 loss: 3.2540 2022/07/26 22:20:00 - mmengine - INFO - Epoch(train) [12][3480/3757] lr: 9.9081e-03 eta: 2 days, 21:04:53 time: 0.4126 data_time: 0.0170 memory: 17007 grad_norm: 4.3338 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.5346 loss: 3.5346 2022/07/26 22:20:08 - mmengine - INFO - Epoch(train) [12][3500/3757] lr: 9.9081e-03 eta: 2 days, 21:04:44 time: 0.3906 data_time: 0.0146 memory: 17007 grad_norm: 4.3481 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5120 loss: 3.5120 2022/07/26 22:20:15 - mmengine - INFO - Epoch(train) [12][3520/3757] lr: 9.9081e-03 eta: 2 days, 21:04:36 time: 0.3925 data_time: 0.0165 memory: 17007 grad_norm: 4.3866 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6656 loss: 3.6656 2022/07/26 22:20:23 - mmengine - INFO - Epoch(train) [12][3540/3757] lr: 9.9081e-03 eta: 2 days, 21:04:27 time: 0.3916 data_time: 0.0158 memory: 17007 grad_norm: 4.4522 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5386 loss: 3.5386 2022/07/26 22:20:31 - mmengine - INFO - Epoch(train) [12][3560/3757] lr: 9.9081e-03 eta: 2 days, 21:04:19 time: 0.3910 data_time: 0.0162 memory: 17007 grad_norm: 4.4322 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.5332 loss: 3.5332 2022/07/26 22:20:39 - mmengine - INFO - Epoch(train) [12][3580/3757] lr: 9.9081e-03 eta: 2 days, 21:04:10 time: 0.3918 data_time: 0.0145 memory: 17007 grad_norm: 4.3701 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4444 loss: 3.4444 2022/07/26 22:20:47 - mmengine - INFO - Epoch(train) [12][3600/3757] lr: 9.9081e-03 eta: 2 days, 21:04:02 time: 0.3915 data_time: 0.0166 memory: 17007 grad_norm: 4.4227 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5918 loss: 3.5918 2022/07/26 22:20:55 - mmengine - INFO - Epoch(train) [12][3620/3757] lr: 9.9081e-03 eta: 2 days, 21:03:54 time: 0.3940 data_time: 0.0159 memory: 17007 grad_norm: 4.4086 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.2853 loss: 3.2853 2022/07/26 22:21:03 - mmengine - INFO - Epoch(train) [12][3640/3757] lr: 9.9081e-03 eta: 2 days, 21:03:45 time: 0.3906 data_time: 0.0155 memory: 17007 grad_norm: 4.4081 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5495 loss: 3.5495 2022/07/26 22:21:10 - mmengine - INFO - Epoch(train) [12][3660/3757] lr: 9.9081e-03 eta: 2 days, 21:03:36 time: 0.3912 data_time: 0.0147 memory: 17007 grad_norm: 4.3242 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4289 loss: 3.4289 2022/07/26 22:21:16 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 22:21:18 - mmengine - INFO - Epoch(train) [12][3680/3757] lr: 9.9081e-03 eta: 2 days, 21:03:30 time: 0.3982 data_time: 0.0163 memory: 17007 grad_norm: 4.4441 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.7539 loss: 3.7539 2022/07/26 22:21:26 - mmengine - INFO - Epoch(train) [12][3700/3757] lr: 9.9081e-03 eta: 2 days, 21:03:21 time: 0.3918 data_time: 0.0138 memory: 17007 grad_norm: 4.3007 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3571 loss: 3.3571 2022/07/26 22:21:34 - mmengine - INFO - Epoch(train) [12][3720/3757] lr: 9.9081e-03 eta: 2 days, 21:03:15 time: 0.3990 data_time: 0.0169 memory: 17007 grad_norm: 4.3577 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.3006 loss: 3.3006 2022/07/26 22:21:42 - mmengine - INFO - Epoch(train) [12][3740/3757] lr: 9.9081e-03 eta: 2 days, 21:03:06 time: 0.3910 data_time: 0.0158 memory: 17007 grad_norm: 4.4447 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.5072 loss: 3.5072 2022/07/26 22:21:49 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 22:21:49 - mmengine - INFO - Epoch(train) [12][3757/3757] lr: 9.9081e-03 eta: 2 days, 21:03:06 time: 0.3901 data_time: 0.0171 memory: 17007 grad_norm: 4.2583 top1_acc: 0.0000 top5_acc: 0.1429 loss_cls: 3.2982 loss: 3.2982 2022/07/26 22:21:49 - mmengine - INFO - Saving checkpoint at 12 epochs 2022/07/26 22:22:00 - mmengine - INFO - Epoch(train) [13][20/3757] lr: 9.8907e-03 eta: 2 days, 21:01:29 time: 0.4342 data_time: 0.0589 memory: 17007 grad_norm: 4.4200 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.4384 loss: 3.4384 2022/07/26 22:22:08 - mmengine - INFO - Epoch(train) [13][40/3757] lr: 9.8907e-03 eta: 2 days, 21:01:21 time: 0.3920 data_time: 0.0156 memory: 17007 grad_norm: 4.3693 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5374 loss: 3.5374 2022/07/26 22:22:16 - mmengine - INFO - Epoch(train) [13][60/3757] lr: 9.8907e-03 eta: 2 days, 21:01:17 time: 0.4084 data_time: 0.0156 memory: 17007 grad_norm: 4.3945 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3665 loss: 3.3665 2022/07/26 22:22:24 - mmengine - INFO - Epoch(train) [13][80/3757] lr: 9.8907e-03 eta: 2 days, 21:01:10 time: 0.3949 data_time: 0.0157 memory: 17007 grad_norm: 4.4720 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5940 loss: 3.5940 2022/07/26 22:22:32 - mmengine - INFO - Epoch(train) [13][100/3757] lr: 9.8907e-03 eta: 2 days, 21:01:01 time: 0.3904 data_time: 0.0149 memory: 17007 grad_norm: 4.3203 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.4335 loss: 3.4335 2022/07/26 22:22:40 - mmengine - INFO - Epoch(train) [13][120/3757] lr: 9.8907e-03 eta: 2 days, 21:00:53 time: 0.3936 data_time: 0.0151 memory: 17007 grad_norm: 4.3702 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.3776 loss: 3.3776 2022/07/26 22:22:48 - mmengine - INFO - Epoch(train) [13][140/3757] lr: 9.8907e-03 eta: 2 days, 21:00:46 time: 0.3979 data_time: 0.0168 memory: 17007 grad_norm: 4.5131 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.4295 loss: 3.4295 2022/07/26 22:22:56 - mmengine - INFO - Epoch(train) [13][160/3757] lr: 9.8907e-03 eta: 2 days, 21:00:41 time: 0.4034 data_time: 0.0166 memory: 17007 grad_norm: 4.3576 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.6113 loss: 3.6113 2022/07/26 22:23:03 - mmengine - INFO - Epoch(train) [13][180/3757] lr: 9.8907e-03 eta: 2 days, 21:00:33 time: 0.3933 data_time: 0.0153 memory: 17007 grad_norm: 4.3122 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3502 loss: 3.3502 2022/07/26 22:23:11 - mmengine - INFO - Epoch(train) [13][200/3757] lr: 9.8907e-03 eta: 2 days, 21:00:25 time: 0.3911 data_time: 0.0164 memory: 17007 grad_norm: 4.2762 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.5644 loss: 3.5644 2022/07/26 22:23:19 - mmengine - INFO - Epoch(train) [13][220/3757] lr: 9.8907e-03 eta: 2 days, 21:00:16 time: 0.3902 data_time: 0.0158 memory: 17007 grad_norm: 4.4728 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3043 loss: 3.3043 2022/07/26 22:23:27 - mmengine - INFO - Epoch(train) [13][240/3757] lr: 9.8907e-03 eta: 2 days, 21:00:10 time: 0.4003 data_time: 0.0166 memory: 17007 grad_norm: 4.2813 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2530 loss: 3.2530 2022/07/26 22:23:35 - mmengine - INFO - Epoch(train) [13][260/3757] lr: 9.8907e-03 eta: 2 days, 21:00:03 time: 0.3967 data_time: 0.0156 memory: 17007 grad_norm: 4.2763 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.1629 loss: 3.1629 2022/07/26 22:23:43 - mmengine - INFO - Epoch(train) [13][280/3757] lr: 9.8907e-03 eta: 2 days, 20:59:54 time: 0.3915 data_time: 0.0161 memory: 17007 grad_norm: 4.4030 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4579 loss: 3.4579 2022/07/26 22:23:51 - mmengine - INFO - Epoch(train) [13][300/3757] lr: 9.8907e-03 eta: 2 days, 20:59:46 time: 0.3937 data_time: 0.0145 memory: 17007 grad_norm: 4.2466 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.6633 loss: 3.6633 2022/07/26 22:23:59 - mmengine - INFO - Epoch(train) [13][320/3757] lr: 9.8907e-03 eta: 2 days, 20:59:41 time: 0.4044 data_time: 0.0161 memory: 17007 grad_norm: 4.3495 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3744 loss: 3.3744 2022/07/26 22:24:07 - mmengine - INFO - Epoch(train) [13][340/3757] lr: 9.8907e-03 eta: 2 days, 20:59:33 time: 0.3914 data_time: 0.0152 memory: 17007 grad_norm: 4.4411 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3222 loss: 3.3222 2022/07/26 22:24:15 - mmengine - INFO - Epoch(train) [13][360/3757] lr: 9.8907e-03 eta: 2 days, 20:59:25 time: 0.3925 data_time: 0.0170 memory: 17007 grad_norm: 4.3407 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2585 loss: 3.2585 2022/07/26 22:24:22 - mmengine - INFO - Epoch(train) [13][380/3757] lr: 9.8907e-03 eta: 2 days, 20:59:16 time: 0.3919 data_time: 0.0163 memory: 17007 grad_norm: 4.3645 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.6156 loss: 3.6156 2022/07/26 22:24:30 - mmengine - INFO - Epoch(train) [13][400/3757] lr: 9.8907e-03 eta: 2 days, 20:59:08 time: 0.3929 data_time: 0.0161 memory: 17007 grad_norm: 4.4404 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5827 loss: 3.5827 2022/07/26 22:24:38 - mmengine - INFO - Epoch(train) [13][420/3757] lr: 9.8907e-03 eta: 2 days, 20:59:00 time: 0.3912 data_time: 0.0159 memory: 17007 grad_norm: 4.3940 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6766 loss: 3.6766 2022/07/26 22:24:46 - mmengine - INFO - Epoch(train) [13][440/3757] lr: 9.8907e-03 eta: 2 days, 20:58:52 time: 0.3943 data_time: 0.0161 memory: 17007 grad_norm: 4.3721 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4000 loss: 3.4000 2022/07/26 22:24:54 - mmengine - INFO - Epoch(train) [13][460/3757] lr: 9.8907e-03 eta: 2 days, 20:58:43 time: 0.3909 data_time: 0.0151 memory: 17007 grad_norm: 4.5327 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4585 loss: 3.4585 2022/07/26 22:25:02 - mmengine - INFO - Epoch(train) [13][480/3757] lr: 9.8907e-03 eta: 2 days, 20:58:34 time: 0.3904 data_time: 0.0152 memory: 17007 grad_norm: 4.3691 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6880 loss: 3.6880 2022/07/26 22:25:10 - mmengine - INFO - Epoch(train) [13][500/3757] lr: 9.8907e-03 eta: 2 days, 20:58:32 time: 0.4132 data_time: 0.0160 memory: 17007 grad_norm: 4.5057 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5321 loss: 3.5321 2022/07/26 22:25:18 - mmengine - INFO - Epoch(train) [13][520/3757] lr: 9.8907e-03 eta: 2 days, 20:58:23 time: 0.3914 data_time: 0.0168 memory: 17007 grad_norm: 4.4896 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2933 loss: 3.2933 2022/07/26 22:25:26 - mmengine - INFO - Epoch(train) [13][540/3757] lr: 9.8907e-03 eta: 2 days, 20:58:15 time: 0.3933 data_time: 0.0165 memory: 17007 grad_norm: 4.4105 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3445 loss: 3.3445 2022/07/26 22:25:33 - mmengine - INFO - Epoch(train) [13][560/3757] lr: 9.8907e-03 eta: 2 days, 20:58:07 time: 0.3924 data_time: 0.0158 memory: 17007 grad_norm: 4.4173 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5165 loss: 3.5165 2022/07/26 22:25:41 - mmengine - INFO - Epoch(train) [13][580/3757] lr: 9.8907e-03 eta: 2 days, 20:57:59 time: 0.3912 data_time: 0.0160 memory: 17007 grad_norm: 4.4223 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.4951 loss: 3.4951 2022/07/26 22:25:49 - mmengine - INFO - Epoch(train) [13][600/3757] lr: 9.8907e-03 eta: 2 days, 20:57:51 time: 0.3963 data_time: 0.0168 memory: 17007 grad_norm: 4.4715 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5215 loss: 3.5215 2022/07/26 22:25:57 - mmengine - INFO - Epoch(train) [13][620/3757] lr: 9.8907e-03 eta: 2 days, 20:57:44 time: 0.3953 data_time: 0.0156 memory: 17007 grad_norm: 4.3861 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3921 loss: 3.3921 2022/07/26 22:26:05 - mmengine - INFO - Epoch(train) [13][640/3757] lr: 9.8907e-03 eta: 2 days, 20:57:36 time: 0.3944 data_time: 0.0163 memory: 17007 grad_norm: 4.7023 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.5235 loss: 3.5235 2022/07/26 22:26:13 - mmengine - INFO - Epoch(train) [13][660/3757] lr: 9.8907e-03 eta: 2 days, 20:57:28 time: 0.3914 data_time: 0.0153 memory: 17007 grad_norm: 4.5600 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5711 loss: 3.5711 2022/07/26 22:26:21 - mmengine - INFO - Epoch(train) [13][680/3757] lr: 9.8907e-03 eta: 2 days, 20:57:20 time: 0.3931 data_time: 0.0161 memory: 17007 grad_norm: 4.4715 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.3134 loss: 3.3134 2022/07/26 22:26:28 - mmengine - INFO - Epoch(train) [13][700/3757] lr: 9.8907e-03 eta: 2 days, 20:57:12 time: 0.3948 data_time: 0.0172 memory: 17007 grad_norm: 4.6577 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5895 loss: 3.5895 2022/07/26 22:26:36 - mmengine - INFO - Epoch(train) [13][720/3757] lr: 9.8907e-03 eta: 2 days, 20:57:04 time: 0.3937 data_time: 0.0160 memory: 17007 grad_norm: 4.3580 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3488 loss: 3.3488 2022/07/26 22:26:44 - mmengine - INFO - Epoch(train) [13][740/3757] lr: 9.8907e-03 eta: 2 days, 20:56:56 time: 0.3924 data_time: 0.0161 memory: 17007 grad_norm: 4.4790 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.6607 loss: 3.6607 2022/07/26 22:26:52 - mmengine - INFO - Epoch(train) [13][760/3757] lr: 9.8907e-03 eta: 2 days, 20:56:48 time: 0.3918 data_time: 0.0150 memory: 17007 grad_norm: 4.4552 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4652 loss: 3.4652 2022/07/26 22:27:00 - mmengine - INFO - Epoch(train) [13][780/3757] lr: 9.8907e-03 eta: 2 days, 20:56:40 time: 0.3958 data_time: 0.0155 memory: 17007 grad_norm: 4.4625 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.6779 loss: 3.6779 2022/07/26 22:27:08 - mmengine - INFO - Epoch(train) [13][800/3757] lr: 9.8907e-03 eta: 2 days, 20:56:35 time: 0.4020 data_time: 0.0167 memory: 17007 grad_norm: 4.3049 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3019 loss: 3.3019 2022/07/26 22:27:16 - mmengine - INFO - Epoch(train) [13][820/3757] lr: 9.8907e-03 eta: 2 days, 20:56:27 time: 0.3953 data_time: 0.0156 memory: 17007 grad_norm: 4.4772 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.4328 loss: 3.4328 2022/07/26 22:27:24 - mmengine - INFO - Epoch(train) [13][840/3757] lr: 9.8907e-03 eta: 2 days, 20:56:20 time: 0.3976 data_time: 0.0160 memory: 17007 grad_norm: 4.4219 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.4262 loss: 3.4262 2022/07/26 22:27:32 - mmengine - INFO - Epoch(train) [13][860/3757] lr: 9.8907e-03 eta: 2 days, 20:56:12 time: 0.3913 data_time: 0.0153 memory: 17007 grad_norm: 4.3825 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3470 loss: 3.3470 2022/07/26 22:27:40 - mmengine - INFO - Epoch(train) [13][880/3757] lr: 9.8907e-03 eta: 2 days, 20:56:04 time: 0.3949 data_time: 0.0163 memory: 17007 grad_norm: 4.4342 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.7702 loss: 3.7702 2022/07/26 22:27:47 - mmengine - INFO - Epoch(train) [13][900/3757] lr: 9.8907e-03 eta: 2 days, 20:55:56 time: 0.3930 data_time: 0.0158 memory: 17007 grad_norm: 4.2703 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9112 loss: 2.9112 2022/07/26 22:27:54 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 22:27:55 - mmengine - INFO - Epoch(train) [13][920/3757] lr: 9.8907e-03 eta: 2 days, 20:55:48 time: 0.3936 data_time: 0.0167 memory: 17007 grad_norm: 4.4305 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3962 loss: 3.3962 2022/07/26 22:28:03 - mmengine - INFO - Epoch(train) [13][940/3757] lr: 9.8907e-03 eta: 2 days, 20:55:40 time: 0.3913 data_time: 0.0156 memory: 17007 grad_norm: 4.3461 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1621 loss: 3.1621 2022/07/26 22:28:11 - mmengine - INFO - Epoch(train) [13][960/3757] lr: 9.8907e-03 eta: 2 days, 20:55:33 time: 0.3990 data_time: 0.0158 memory: 17007 grad_norm: 4.4221 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6211 loss: 3.6211 2022/07/26 22:28:19 - mmengine - INFO - Epoch(train) [13][980/3757] lr: 9.8907e-03 eta: 2 days, 20:55:25 time: 0.3930 data_time: 0.0163 memory: 17007 grad_norm: 4.4904 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.7783 loss: 3.7783 2022/07/26 22:28:27 - mmengine - INFO - Epoch(train) [13][1000/3757] lr: 9.8907e-03 eta: 2 days, 20:55:17 time: 0.3934 data_time: 0.0168 memory: 17007 grad_norm: 4.3578 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4928 loss: 3.4928 2022/07/26 22:28:35 - mmengine - INFO - Epoch(train) [13][1020/3757] lr: 9.8907e-03 eta: 2 days, 20:55:09 time: 0.3911 data_time: 0.0157 memory: 17007 grad_norm: 4.3607 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0796 loss: 3.0796 2022/07/26 22:28:43 - mmengine - INFO - Epoch(train) [13][1040/3757] lr: 9.8907e-03 eta: 2 days, 20:55:00 time: 0.3919 data_time: 0.0164 memory: 17007 grad_norm: 4.3650 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5675 loss: 3.5675 2022/07/26 22:28:50 - mmengine - INFO - Epoch(train) [13][1060/3757] lr: 9.8907e-03 eta: 2 days, 20:54:52 time: 0.3906 data_time: 0.0157 memory: 17007 grad_norm: 4.4851 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.5953 loss: 3.5953 2022/07/26 22:28:58 - mmengine - INFO - Epoch(train) [13][1080/3757] lr: 9.8907e-03 eta: 2 days, 20:54:43 time: 0.3914 data_time: 0.0167 memory: 17007 grad_norm: 4.4270 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.7258 loss: 3.7258 2022/07/26 22:29:06 - mmengine - INFO - Epoch(train) [13][1100/3757] lr: 9.8907e-03 eta: 2 days, 20:54:34 time: 0.3897 data_time: 0.0144 memory: 17007 grad_norm: 4.3715 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7444 loss: 3.7444 2022/07/26 22:29:14 - mmengine - INFO - Epoch(train) [13][1120/3757] lr: 9.8907e-03 eta: 2 days, 20:54:27 time: 0.3954 data_time: 0.0191 memory: 17007 grad_norm: 4.3135 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.6218 loss: 3.6218 2022/07/26 22:29:22 - mmengine - INFO - Epoch(train) [13][1140/3757] lr: 9.8907e-03 eta: 2 days, 20:54:18 time: 0.3902 data_time: 0.0151 memory: 17007 grad_norm: 4.4351 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4392 loss: 3.4392 2022/07/26 22:29:30 - mmengine - INFO - Epoch(train) [13][1160/3757] lr: 9.8907e-03 eta: 2 days, 20:54:10 time: 0.3934 data_time: 0.0160 memory: 17007 grad_norm: 4.4792 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3036 loss: 3.3036 2022/07/26 22:29:37 - mmengine - INFO - Epoch(train) [13][1180/3757] lr: 9.8907e-03 eta: 2 days, 20:54:02 time: 0.3920 data_time: 0.0146 memory: 17007 grad_norm: 4.2877 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2686 loss: 3.2686 2022/07/26 22:29:45 - mmengine - INFO - Epoch(train) [13][1200/3757] lr: 9.8907e-03 eta: 2 days, 20:53:53 time: 0.3923 data_time: 0.0156 memory: 17007 grad_norm: 4.3458 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9849 loss: 2.9849 2022/07/26 22:29:53 - mmengine - INFO - Epoch(train) [13][1220/3757] lr: 9.8907e-03 eta: 2 days, 20:53:45 time: 0.3912 data_time: 0.0150 memory: 17007 grad_norm: 4.4133 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1695 loss: 3.1695 2022/07/26 22:30:01 - mmengine - INFO - Epoch(train) [13][1240/3757] lr: 9.8907e-03 eta: 2 days, 20:53:37 time: 0.3928 data_time: 0.0161 memory: 17007 grad_norm: 4.4710 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.4520 loss: 3.4520 2022/07/26 22:30:09 - mmengine - INFO - Epoch(train) [13][1260/3757] lr: 9.8907e-03 eta: 2 days, 20:53:28 time: 0.3922 data_time: 0.0151 memory: 17007 grad_norm: 4.4274 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.7213 loss: 3.7213 2022/07/26 22:30:17 - mmengine - INFO - Epoch(train) [13][1280/3757] lr: 9.8907e-03 eta: 2 days, 20:53:20 time: 0.3924 data_time: 0.0165 memory: 17007 grad_norm: 4.4929 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.5805 loss: 3.5805 2022/07/26 22:30:25 - mmengine - INFO - Epoch(train) [13][1300/3757] lr: 9.8907e-03 eta: 2 days, 20:53:17 time: 0.4127 data_time: 0.0163 memory: 17007 grad_norm: 4.4931 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4014 loss: 3.4014 2022/07/26 22:30:33 - mmengine - INFO - Epoch(train) [13][1320/3757] lr: 9.8907e-03 eta: 2 days, 20:53:09 time: 0.3906 data_time: 0.0151 memory: 17007 grad_norm: 4.3445 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.2758 loss: 3.2758 2022/07/26 22:30:41 - mmengine - INFO - Epoch(train) [13][1340/3757] lr: 9.8907e-03 eta: 2 days, 20:53:00 time: 0.3919 data_time: 0.0157 memory: 17007 grad_norm: 4.4726 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8296 loss: 3.8296 2022/07/26 22:30:49 - mmengine - INFO - Epoch(train) [13][1360/3757] lr: 9.8907e-03 eta: 2 days, 20:52:59 time: 0.4165 data_time: 0.0164 memory: 17007 grad_norm: 4.3770 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.2982 loss: 3.2982 2022/07/26 22:30:57 - mmengine - INFO - Epoch(train) [13][1380/3757] lr: 9.8907e-03 eta: 2 days, 20:52:50 time: 0.3910 data_time: 0.0163 memory: 17007 grad_norm: 4.5099 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.5816 loss: 3.5816 2022/07/26 22:31:05 - mmengine - INFO - Epoch(train) [13][1400/3757] lr: 9.8907e-03 eta: 2 days, 20:52:43 time: 0.3966 data_time: 0.0163 memory: 17007 grad_norm: 4.3962 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5019 loss: 3.5019 2022/07/26 22:31:12 - mmengine - INFO - Epoch(train) [13][1420/3757] lr: 9.8907e-03 eta: 2 days, 20:52:34 time: 0.3910 data_time: 0.0153 memory: 17007 grad_norm: 4.4992 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.6763 loss: 3.6763 2022/07/26 22:31:20 - mmengine - INFO - Epoch(train) [13][1440/3757] lr: 9.8907e-03 eta: 2 days, 20:52:27 time: 0.3944 data_time: 0.0178 memory: 17007 grad_norm: 4.5676 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2458 loss: 3.2458 2022/07/26 22:31:28 - mmengine - INFO - Epoch(train) [13][1460/3757] lr: 9.8907e-03 eta: 2 days, 20:52:18 time: 0.3920 data_time: 0.0155 memory: 17007 grad_norm: 4.4392 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.6398 loss: 3.6398 2022/07/26 22:31:36 - mmengine - INFO - Epoch(train) [13][1480/3757] lr: 9.8907e-03 eta: 2 days, 20:52:11 time: 0.3944 data_time: 0.0170 memory: 17007 grad_norm: 4.6244 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6152 loss: 3.6152 2022/07/26 22:31:44 - mmengine - INFO - Epoch(train) [13][1500/3757] lr: 9.8907e-03 eta: 2 days, 20:52:05 time: 0.4006 data_time: 0.0173 memory: 17007 grad_norm: 4.2003 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2546 loss: 3.2546 2022/07/26 22:31:52 - mmengine - INFO - Epoch(train) [13][1520/3757] lr: 9.8907e-03 eta: 2 days, 20:51:56 time: 0.3913 data_time: 0.0159 memory: 17007 grad_norm: 4.3302 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.4949 loss: 3.4949 2022/07/26 22:32:00 - mmengine - INFO - Epoch(train) [13][1540/3757] lr: 9.8907e-03 eta: 2 days, 20:51:48 time: 0.3918 data_time: 0.0159 memory: 17007 grad_norm: 4.3233 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5606 loss: 3.5606 2022/07/26 22:32:08 - mmengine - INFO - Epoch(train) [13][1560/3757] lr: 9.8907e-03 eta: 2 days, 20:51:39 time: 0.3924 data_time: 0.0155 memory: 17007 grad_norm: 4.3266 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5481 loss: 3.5481 2022/07/26 22:32:15 - mmengine - INFO - Epoch(train) [13][1580/3757] lr: 9.8907e-03 eta: 2 days, 20:51:32 time: 0.3936 data_time: 0.0161 memory: 17007 grad_norm: 4.4621 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3329 loss: 3.3329 2022/07/26 22:32:23 - mmengine - INFO - Epoch(train) [13][1600/3757] lr: 9.8907e-03 eta: 2 days, 20:51:23 time: 0.3906 data_time: 0.0153 memory: 17007 grad_norm: 4.4046 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.4765 loss: 3.4765 2022/07/26 22:32:31 - mmengine - INFO - Epoch(train) [13][1620/3757] lr: 9.8907e-03 eta: 2 days, 20:51:14 time: 0.3903 data_time: 0.0153 memory: 17007 grad_norm: 4.4863 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4823 loss: 3.4823 2022/07/26 22:32:39 - mmengine - INFO - Epoch(train) [13][1640/3757] lr: 9.8907e-03 eta: 2 days, 20:51:06 time: 0.3929 data_time: 0.0170 memory: 17007 grad_norm: 4.2385 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4878 loss: 3.4878 2022/07/26 22:32:47 - mmengine - INFO - Epoch(train) [13][1660/3757] lr: 9.8907e-03 eta: 2 days, 20:50:58 time: 0.3947 data_time: 0.0169 memory: 17007 grad_norm: 4.4773 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2774 loss: 3.2774 2022/07/26 22:32:55 - mmengine - INFO - Epoch(train) [13][1680/3757] lr: 9.8907e-03 eta: 2 days, 20:50:50 time: 0.3925 data_time: 0.0164 memory: 17007 grad_norm: 4.5605 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.7340 loss: 3.7340 2022/07/26 22:33:03 - mmengine - INFO - Epoch(train) [13][1700/3757] lr: 9.8907e-03 eta: 2 days, 20:50:41 time: 0.3908 data_time: 0.0138 memory: 17007 grad_norm: 4.3424 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1981 loss: 3.1981 2022/07/26 22:33:11 - mmengine - INFO - Epoch(train) [13][1720/3757] lr: 9.8907e-03 eta: 2 days, 20:50:36 time: 0.4011 data_time: 0.0163 memory: 17007 grad_norm: 4.5949 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.8971 loss: 3.8971 2022/07/26 22:33:18 - mmengine - INFO - Epoch(train) [13][1740/3757] lr: 9.8907e-03 eta: 2 days, 20:50:27 time: 0.3907 data_time: 0.0148 memory: 17007 grad_norm: 4.2987 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.4973 loss: 3.4973 2022/07/26 22:33:26 - mmengine - INFO - Epoch(train) [13][1760/3757] lr: 9.8907e-03 eta: 2 days, 20:50:19 time: 0.3954 data_time: 0.0186 memory: 17007 grad_norm: 4.4133 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.7290 loss: 3.7290 2022/07/26 22:33:34 - mmengine - INFO - Epoch(train) [13][1780/3757] lr: 9.8907e-03 eta: 2 days, 20:50:11 time: 0.3916 data_time: 0.0155 memory: 17007 grad_norm: 4.3697 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2568 loss: 3.2568 2022/07/26 22:33:42 - mmengine - INFO - Epoch(train) [13][1800/3757] lr: 9.8907e-03 eta: 2 days, 20:50:04 time: 0.3968 data_time: 0.0160 memory: 17007 grad_norm: 4.3424 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3170 loss: 3.3170 2022/07/26 22:33:50 - mmengine - INFO - Epoch(train) [13][1820/3757] lr: 9.8907e-03 eta: 2 days, 20:49:55 time: 0.3904 data_time: 0.0154 memory: 17007 grad_norm: 4.6064 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2290 loss: 3.2290 2022/07/26 22:33:58 - mmengine - INFO - Epoch(train) [13][1840/3757] lr: 9.8907e-03 eta: 2 days, 20:49:48 time: 0.3977 data_time: 0.0158 memory: 17007 grad_norm: 4.3207 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.4441 loss: 3.4441 2022/07/26 22:34:06 - mmengine - INFO - Epoch(train) [13][1860/3757] lr: 9.8907e-03 eta: 2 days, 20:49:40 time: 0.3910 data_time: 0.0166 memory: 17007 grad_norm: 4.4089 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4783 loss: 3.4783 2022/07/26 22:34:13 - mmengine - INFO - Epoch(train) [13][1880/3757] lr: 9.8907e-03 eta: 2 days, 20:49:31 time: 0.3920 data_time: 0.0158 memory: 17007 grad_norm: 4.3975 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3465 loss: 3.3465 2022/07/26 22:34:21 - mmengine - INFO - Epoch(train) [13][1900/3757] lr: 9.8907e-03 eta: 2 days, 20:49:23 time: 0.3915 data_time: 0.0156 memory: 17007 grad_norm: 4.3836 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4913 loss: 3.4913 2022/07/26 22:34:28 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 22:34:29 - mmengine - INFO - Epoch(train) [13][1920/3757] lr: 9.8907e-03 eta: 2 days, 20:49:15 time: 0.3944 data_time: 0.0154 memory: 17007 grad_norm: 4.5397 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3979 loss: 3.3979 2022/07/26 22:34:37 - mmengine - INFO - Epoch(train) [13][1940/3757] lr: 9.8907e-03 eta: 2 days, 20:49:07 time: 0.3929 data_time: 0.0167 memory: 17007 grad_norm: 4.5107 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3277 loss: 3.3277 2022/07/26 22:34:45 - mmengine - INFO - Epoch(train) [13][1960/3757] lr: 9.8907e-03 eta: 2 days, 20:49:00 time: 0.3980 data_time: 0.0156 memory: 17007 grad_norm: 4.5853 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4251 loss: 3.4251 2022/07/26 22:34:53 - mmengine - INFO - Epoch(train) [13][1980/3757] lr: 9.8907e-03 eta: 2 days, 20:48:52 time: 0.3918 data_time: 0.0167 memory: 17007 grad_norm: 4.4541 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3650 loss: 3.3650 2022/07/26 22:35:01 - mmengine - INFO - Epoch(train) [13][2000/3757] lr: 9.8907e-03 eta: 2 days, 20:48:44 time: 0.3916 data_time: 0.0160 memory: 17007 grad_norm: 4.3619 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3332 loss: 3.3332 2022/07/26 22:35:09 - mmengine - INFO - Epoch(train) [13][2020/3757] lr: 9.8907e-03 eta: 2 days, 20:48:35 time: 0.3916 data_time: 0.0162 memory: 17007 grad_norm: 4.3739 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.7996 loss: 3.7996 2022/07/26 22:35:16 - mmengine - INFO - Epoch(train) [13][2040/3757] lr: 9.8907e-03 eta: 2 days, 20:48:27 time: 0.3934 data_time: 0.0161 memory: 17007 grad_norm: 4.4437 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.5850 loss: 3.5850 2022/07/26 22:35:24 - mmengine - INFO - Epoch(train) [13][2060/3757] lr: 9.8907e-03 eta: 2 days, 20:48:19 time: 0.3912 data_time: 0.0146 memory: 17007 grad_norm: 4.3834 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5551 loss: 3.5551 2022/07/26 22:35:32 - mmengine - INFO - Epoch(train) [13][2080/3757] lr: 9.8907e-03 eta: 2 days, 20:48:13 time: 0.4004 data_time: 0.0162 memory: 17007 grad_norm: 4.3924 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4096 loss: 3.4096 2022/07/26 22:35:40 - mmengine - INFO - Epoch(train) [13][2100/3757] lr: 9.8907e-03 eta: 2 days, 20:48:04 time: 0.3914 data_time: 0.0155 memory: 17007 grad_norm: 4.4162 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6973 loss: 3.6973 2022/07/26 22:35:48 - mmengine - INFO - Epoch(train) [13][2120/3757] lr: 9.8907e-03 eta: 2 days, 20:47:56 time: 0.3931 data_time: 0.0168 memory: 17007 grad_norm: 4.4015 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4759 loss: 3.4759 2022/07/26 22:35:56 - mmengine - INFO - Epoch(train) [13][2140/3757] lr: 9.8907e-03 eta: 2 days, 20:47:48 time: 0.3940 data_time: 0.0162 memory: 17007 grad_norm: 4.3982 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.6468 loss: 3.6468 2022/07/26 22:36:04 - mmengine - INFO - Epoch(train) [13][2160/3757] lr: 9.8907e-03 eta: 2 days, 20:47:39 time: 0.3891 data_time: 0.0151 memory: 17007 grad_norm: 4.3861 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2361 loss: 3.2361 2022/07/26 22:36:12 - mmengine - INFO - Epoch(train) [13][2180/3757] lr: 9.8907e-03 eta: 2 days, 20:47:32 time: 0.3979 data_time: 0.0166 memory: 17007 grad_norm: 4.3194 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3262 loss: 3.3262 2022/07/26 22:36:19 - mmengine - INFO - Epoch(train) [13][2200/3757] lr: 9.8907e-03 eta: 2 days, 20:47:24 time: 0.3932 data_time: 0.0155 memory: 17007 grad_norm: 4.5170 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4456 loss: 3.4456 2022/07/26 22:36:27 - mmengine - INFO - Epoch(train) [13][2220/3757] lr: 9.8907e-03 eta: 2 days, 20:47:16 time: 0.3927 data_time: 0.0160 memory: 17007 grad_norm: 4.4134 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6619 loss: 3.6619 2022/07/26 22:36:35 - mmengine - INFO - Epoch(train) [13][2240/3757] lr: 9.8907e-03 eta: 2 days, 20:47:08 time: 0.3930 data_time: 0.0157 memory: 17007 grad_norm: 4.4580 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2819 loss: 3.2819 2022/07/26 22:36:43 - mmengine - INFO - Epoch(train) [13][2260/3757] lr: 9.8907e-03 eta: 2 days, 20:47:00 time: 0.3923 data_time: 0.0145 memory: 17007 grad_norm: 4.3923 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.4070 loss: 3.4070 2022/07/26 22:36:51 - mmengine - INFO - Epoch(train) [13][2280/3757] lr: 9.8907e-03 eta: 2 days, 20:46:52 time: 0.3941 data_time: 0.0171 memory: 17007 grad_norm: 4.3954 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2945 loss: 3.2945 2022/07/26 22:36:59 - mmengine - INFO - Epoch(train) [13][2300/3757] lr: 9.8907e-03 eta: 2 days, 20:46:44 time: 0.3918 data_time: 0.0159 memory: 17007 grad_norm: 4.3784 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6966 loss: 3.6966 2022/07/26 22:37:07 - mmengine - INFO - Epoch(train) [13][2320/3757] lr: 9.8907e-03 eta: 2 days, 20:46:35 time: 0.3926 data_time: 0.0163 memory: 17007 grad_norm: 4.5146 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.5310 loss: 3.5310 2022/07/26 22:37:14 - mmengine - INFO - Epoch(train) [13][2340/3757] lr: 9.8907e-03 eta: 2 days, 20:46:27 time: 0.3917 data_time: 0.0160 memory: 17007 grad_norm: 4.4334 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.5439 loss: 3.5439 2022/07/26 22:37:22 - mmengine - INFO - Epoch(train) [13][2360/3757] lr: 9.8907e-03 eta: 2 days, 20:46:19 time: 0.3934 data_time: 0.0164 memory: 17007 grad_norm: 4.3558 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.4544 loss: 3.4544 2022/07/26 22:37:30 - mmengine - INFO - Epoch(train) [13][2380/3757] lr: 9.8907e-03 eta: 2 days, 20:46:11 time: 0.3917 data_time: 0.0154 memory: 17007 grad_norm: 4.4183 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5776 loss: 3.5776 2022/07/26 22:37:38 - mmengine - INFO - Epoch(train) [13][2400/3757] lr: 9.8907e-03 eta: 2 days, 20:46:03 time: 0.3940 data_time: 0.0158 memory: 17007 grad_norm: 4.3309 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5505 loss: 3.5505 2022/07/26 22:37:46 - mmengine - INFO - Epoch(train) [13][2420/3757] lr: 9.8907e-03 eta: 2 days, 20:45:55 time: 0.3928 data_time: 0.0155 memory: 17007 grad_norm: 4.5758 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4333 loss: 3.4333 2022/07/26 22:37:54 - mmengine - INFO - Epoch(train) [13][2440/3757] lr: 9.8907e-03 eta: 2 days, 20:45:46 time: 0.3917 data_time: 0.0158 memory: 17007 grad_norm: 4.7498 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4614 loss: 3.4614 2022/07/26 22:38:01 - mmengine - INFO - Epoch(train) [13][2460/3757] lr: 9.8907e-03 eta: 2 days, 20:45:37 time: 0.3900 data_time: 0.0133 memory: 17007 grad_norm: 4.4073 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.2688 loss: 3.2688 2022/07/26 22:38:10 - mmengine - INFO - Epoch(train) [13][2480/3757] lr: 9.8907e-03 eta: 2 days, 20:45:33 time: 0.4068 data_time: 0.0161 memory: 17007 grad_norm: 4.6589 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.7143 loss: 3.7143 2022/07/26 22:38:17 - mmengine - INFO - Epoch(train) [13][2500/3757] lr: 9.8907e-03 eta: 2 days, 20:45:25 time: 0.3924 data_time: 0.0162 memory: 17007 grad_norm: 4.6343 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2899 loss: 3.2899 2022/07/26 22:38:25 - mmengine - INFO - Epoch(train) [13][2520/3757] lr: 9.8907e-03 eta: 2 days, 20:45:17 time: 0.3920 data_time: 0.0165 memory: 17007 grad_norm: 4.4661 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.3970 loss: 3.3970 2022/07/26 22:38:33 - mmengine - INFO - Epoch(train) [13][2540/3757] lr: 9.8907e-03 eta: 2 days, 20:45:08 time: 0.3901 data_time: 0.0142 memory: 17007 grad_norm: 4.5574 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.8116 loss: 3.8116 2022/07/26 22:38:41 - mmengine - INFO - Epoch(train) [13][2560/3757] lr: 9.8907e-03 eta: 2 days, 20:44:59 time: 0.3922 data_time: 0.0166 memory: 17007 grad_norm: 4.5870 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 3.4624 loss: 3.4624 2022/07/26 22:38:49 - mmengine - INFO - Epoch(train) [13][2580/3757] lr: 9.8907e-03 eta: 2 days, 20:44:52 time: 0.3946 data_time: 0.0162 memory: 17007 grad_norm: 4.6149 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5699 loss: 3.5699 2022/07/26 22:38:57 - mmengine - INFO - Epoch(train) [13][2600/3757] lr: 9.8907e-03 eta: 2 days, 20:44:43 time: 0.3906 data_time: 0.0156 memory: 17007 grad_norm: 4.4573 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.4843 loss: 3.4843 2022/07/26 22:39:05 - mmengine - INFO - Epoch(train) [13][2620/3757] lr: 9.8907e-03 eta: 2 days, 20:44:35 time: 0.3935 data_time: 0.0162 memory: 17007 grad_norm: 4.6165 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2493 loss: 3.2493 2022/07/26 22:39:12 - mmengine - INFO - Epoch(train) [13][2640/3757] lr: 9.8907e-03 eta: 2 days, 20:44:27 time: 0.3920 data_time: 0.0166 memory: 17007 grad_norm: 4.8546 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.5829 loss: 3.5829 2022/07/26 22:39:20 - mmengine - INFO - Epoch(train) [13][2660/3757] lr: 9.8907e-03 eta: 2 days, 20:44:19 time: 0.3938 data_time: 0.0170 memory: 17007 grad_norm: 4.6937 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3602 loss: 3.3602 2022/07/26 22:39:28 - mmengine - INFO - Epoch(train) [13][2680/3757] lr: 9.8907e-03 eta: 2 days, 20:44:11 time: 0.3930 data_time: 0.0163 memory: 17007 grad_norm: 4.4585 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.4290 loss: 3.4290 2022/07/26 22:39:36 - mmengine - INFO - Epoch(train) [13][2700/3757] lr: 9.8907e-03 eta: 2 days, 20:44:03 time: 0.3927 data_time: 0.0159 memory: 17007 grad_norm: 4.8223 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5865 loss: 3.5865 2022/07/26 22:39:44 - mmengine - INFO - Epoch(train) [13][2720/3757] lr: 9.8907e-03 eta: 2 days, 20:43:54 time: 0.3908 data_time: 0.0157 memory: 17007 grad_norm: 5.0604 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3130 loss: 3.3130 2022/07/26 22:39:52 - mmengine - INFO - Epoch(train) [13][2740/3757] lr: 9.8907e-03 eta: 2 days, 20:43:46 time: 0.3929 data_time: 0.0157 memory: 17007 grad_norm: 4.4925 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1853 loss: 3.1853 2022/07/26 22:39:59 - mmengine - INFO - Epoch(train) [13][2760/3757] lr: 9.8907e-03 eta: 2 days, 20:43:38 time: 0.3933 data_time: 0.0160 memory: 17007 grad_norm: 4.4132 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.7013 loss: 3.7013 2022/07/26 22:40:07 - mmengine - INFO - Epoch(train) [13][2780/3757] lr: 9.8907e-03 eta: 2 days, 20:43:30 time: 0.3923 data_time: 0.0168 memory: 17007 grad_norm: 4.5863 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.5033 loss: 3.5033 2022/07/26 22:40:15 - mmengine - INFO - Epoch(train) [13][2800/3757] lr: 9.8907e-03 eta: 2 days, 20:43:24 time: 0.4027 data_time: 0.0156 memory: 17007 grad_norm: 4.5341 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2214 loss: 3.2214 2022/07/26 22:40:23 - mmengine - INFO - Epoch(train) [13][2820/3757] lr: 9.8907e-03 eta: 2 days, 20:43:16 time: 0.3917 data_time: 0.0142 memory: 17007 grad_norm: 4.5708 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2928 loss: 3.2928 2022/07/26 22:40:31 - mmengine - INFO - Epoch(train) [13][2840/3757] lr: 9.8907e-03 eta: 2 days, 20:43:07 time: 0.3914 data_time: 0.0158 memory: 17007 grad_norm: 4.3984 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2075 loss: 3.2075 2022/07/26 22:40:39 - mmengine - INFO - Epoch(train) [13][2860/3757] lr: 9.8907e-03 eta: 2 days, 20:43:01 time: 0.4003 data_time: 0.0166 memory: 17007 grad_norm: 4.3605 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2537 loss: 3.2537 2022/07/26 22:40:47 - mmengine - INFO - Epoch(train) [13][2880/3757] lr: 9.8907e-03 eta: 2 days, 20:42:54 time: 0.3971 data_time: 0.0165 memory: 17007 grad_norm: 4.3538 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.4601 loss: 3.4601 2022/07/26 22:40:55 - mmengine - INFO - Epoch(train) [13][2900/3757] lr: 9.8907e-03 eta: 2 days, 20:42:47 time: 0.3967 data_time: 0.0160 memory: 17007 grad_norm: 4.5698 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4344 loss: 3.4344 2022/07/26 22:41:01 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 22:41:03 - mmengine - INFO - Epoch(train) [13][2920/3757] lr: 9.8907e-03 eta: 2 days, 20:42:39 time: 0.3909 data_time: 0.0157 memory: 17007 grad_norm: 4.4750 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.6788 loss: 3.6788 2022/07/26 22:41:11 - mmengine - INFO - Epoch(train) [13][2940/3757] lr: 9.8907e-03 eta: 2 days, 20:42:31 time: 0.3940 data_time: 0.0164 memory: 17007 grad_norm: 4.4015 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3738 loss: 3.3738 2022/07/26 22:41:18 - mmengine - INFO - Epoch(train) [13][2960/3757] lr: 9.8907e-03 eta: 2 days, 20:42:22 time: 0.3915 data_time: 0.0154 memory: 17007 grad_norm: 4.4946 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4852 loss: 3.4852 2022/07/26 22:41:26 - mmengine - INFO - Epoch(train) [13][2980/3757] lr: 9.8907e-03 eta: 2 days, 20:42:15 time: 0.3951 data_time: 0.0164 memory: 17007 grad_norm: 4.4444 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4681 loss: 3.4681 2022/07/26 22:41:34 - mmengine - INFO - Epoch(train) [13][3000/3757] lr: 9.8907e-03 eta: 2 days, 20:42:06 time: 0.3912 data_time: 0.0156 memory: 17007 grad_norm: 4.9338 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5277 loss: 3.5277 2022/07/26 22:41:42 - mmengine - INFO - Epoch(train) [13][3020/3757] lr: 9.8907e-03 eta: 2 days, 20:41:57 time: 0.3899 data_time: 0.0147 memory: 17007 grad_norm: 4.6767 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5648 loss: 3.5648 2022/07/26 22:41:50 - mmengine - INFO - Epoch(train) [13][3040/3757] lr: 9.8907e-03 eta: 2 days, 20:41:50 time: 0.3953 data_time: 0.0158 memory: 17007 grad_norm: 4.6384 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4242 loss: 3.4242 2022/07/26 22:41:58 - mmengine - INFO - Epoch(train) [13][3060/3757] lr: 9.8907e-03 eta: 2 days, 20:41:41 time: 0.3897 data_time: 0.0149 memory: 17007 grad_norm: 4.6244 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5955 loss: 3.5955 2022/07/26 22:42:06 - mmengine - INFO - Epoch(train) [13][3080/3757] lr: 9.8907e-03 eta: 2 days, 20:41:33 time: 0.3950 data_time: 0.0169 memory: 17007 grad_norm: 4.6192 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4928 loss: 3.4928 2022/07/26 22:42:13 - mmengine - INFO - Epoch(train) [13][3100/3757] lr: 9.8907e-03 eta: 2 days, 20:41:25 time: 0.3916 data_time: 0.0152 memory: 17007 grad_norm: 4.6860 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.4975 loss: 3.4975 2022/07/26 22:42:21 - mmengine - INFO - Epoch(train) [13][3120/3757] lr: 9.8907e-03 eta: 2 days, 20:41:16 time: 0.3909 data_time: 0.0159 memory: 17007 grad_norm: 4.5262 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3987 loss: 3.3987 2022/07/26 22:42:29 - mmengine - INFO - Epoch(train) [13][3140/3757] lr: 9.8907e-03 eta: 2 days, 20:41:09 time: 0.3939 data_time: 0.0149 memory: 17007 grad_norm: 4.7185 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.7103 loss: 3.7103 2022/07/26 22:42:37 - mmengine - INFO - Epoch(train) [13][3160/3757] lr: 9.8907e-03 eta: 2 days, 20:41:01 time: 0.3933 data_time: 0.0168 memory: 17007 grad_norm: 4.4885 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1757 loss: 3.1757 2022/07/26 22:42:45 - mmengine - INFO - Epoch(train) [13][3180/3757] lr: 9.8907e-03 eta: 2 days, 20:40:52 time: 0.3920 data_time: 0.0158 memory: 17007 grad_norm: 4.5446 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 3.6210 loss: 3.6210 2022/07/26 22:42:53 - mmengine - INFO - Epoch(train) [13][3200/3757] lr: 9.8907e-03 eta: 2 days, 20:40:44 time: 0.3913 data_time: 0.0160 memory: 17007 grad_norm: 4.6654 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2720 loss: 3.2720 2022/07/26 22:43:01 - mmengine - INFO - Epoch(train) [13][3220/3757] lr: 9.8907e-03 eta: 2 days, 20:40:36 time: 0.3940 data_time: 0.0140 memory: 17007 grad_norm: 4.3531 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2215 loss: 3.2215 2022/07/26 22:43:08 - mmengine - INFO - Epoch(train) [13][3240/3757] lr: 9.8907e-03 eta: 2 days, 20:40:29 time: 0.3957 data_time: 0.0172 memory: 17007 grad_norm: 4.5318 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3277 loss: 3.3277 2022/07/26 22:43:16 - mmengine - INFO - Epoch(train) [13][3260/3757] lr: 9.8907e-03 eta: 2 days, 20:40:21 time: 0.3935 data_time: 0.0158 memory: 17007 grad_norm: 4.7523 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6189 loss: 3.6189 2022/07/26 22:43:24 - mmengine - INFO - Epoch(train) [13][3280/3757] lr: 9.8907e-03 eta: 2 days, 20:40:12 time: 0.3922 data_time: 0.0164 memory: 17007 grad_norm: 4.9700 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4637 loss: 3.4637 2022/07/26 22:43:32 - mmengine - INFO - Epoch(train) [13][3300/3757] lr: 9.8907e-03 eta: 2 days, 20:40:04 time: 0.3913 data_time: 0.0159 memory: 17007 grad_norm: 4.5917 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4924 loss: 3.4924 2022/07/26 22:43:40 - mmengine - INFO - Epoch(train) [13][3320/3757] lr: 9.8907e-03 eta: 2 days, 20:39:56 time: 0.3925 data_time: 0.0160 memory: 17007 grad_norm: 4.5841 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.4775 loss: 3.4775 2022/07/26 22:43:48 - mmengine - INFO - Epoch(train) [13][3340/3757] lr: 9.8907e-03 eta: 2 days, 20:39:52 time: 0.4086 data_time: 0.0166 memory: 17007 grad_norm: 4.4014 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.4066 loss: 3.4066 2022/07/26 22:43:56 - mmengine - INFO - Epoch(train) [13][3360/3757] lr: 9.8907e-03 eta: 2 days, 20:39:43 time: 0.3909 data_time: 0.0148 memory: 17007 grad_norm: 4.7520 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2726 loss: 3.2726 2022/07/26 22:44:04 - mmengine - INFO - Epoch(train) [13][3380/3757] lr: 9.8907e-03 eta: 2 days, 20:39:35 time: 0.3907 data_time: 0.0153 memory: 17007 grad_norm: 4.5415 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.7596 loss: 3.7596 2022/07/26 22:44:12 - mmengine - INFO - Epoch(train) [13][3400/3757] lr: 9.8907e-03 eta: 2 days, 20:39:27 time: 0.3937 data_time: 0.0163 memory: 17007 grad_norm: 4.7313 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.4076 loss: 3.4076 2022/07/26 22:44:19 - mmengine - INFO - Epoch(train) [13][3420/3757] lr: 9.8907e-03 eta: 2 days, 20:39:18 time: 0.3924 data_time: 0.0154 memory: 17007 grad_norm: 4.5176 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2402 loss: 3.2402 2022/07/26 22:44:27 - mmengine - INFO - Epoch(train) [13][3440/3757] lr: 9.8907e-03 eta: 2 days, 20:39:10 time: 0.3931 data_time: 0.0169 memory: 17007 grad_norm: 4.4163 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3724 loss: 3.3724 2022/07/26 22:44:35 - mmengine - INFO - Epoch(train) [13][3460/3757] lr: 9.8907e-03 eta: 2 days, 20:39:02 time: 0.3909 data_time: 0.0154 memory: 17007 grad_norm: 4.4093 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.4823 loss: 3.4823 2022/07/26 22:44:43 - mmengine - INFO - Epoch(train) [13][3480/3757] lr: 9.8907e-03 eta: 2 days, 20:38:54 time: 0.3929 data_time: 0.0169 memory: 17007 grad_norm: 4.4550 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.5596 loss: 3.5596 2022/07/26 22:44:51 - mmengine - INFO - Epoch(train) [13][3500/3757] lr: 9.8907e-03 eta: 2 days, 20:38:45 time: 0.3916 data_time: 0.0151 memory: 17007 grad_norm: 4.5161 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4927 loss: 3.4927 2022/07/26 22:44:59 - mmengine - INFO - Epoch(train) [13][3520/3757] lr: 9.8907e-03 eta: 2 days, 20:38:37 time: 0.3931 data_time: 0.0174 memory: 17007 grad_norm: 4.3253 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.6161 loss: 3.6161 2022/07/26 22:45:07 - mmengine - INFO - Epoch(train) [13][3540/3757] lr: 9.8907e-03 eta: 2 days, 20:38:29 time: 0.3924 data_time: 0.0160 memory: 17007 grad_norm: 4.4395 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 3.3976 loss: 3.3976 2022/07/26 22:45:14 - mmengine - INFO - Epoch(train) [13][3560/3757] lr: 9.8907e-03 eta: 2 days, 20:38:21 time: 0.3914 data_time: 0.0154 memory: 17007 grad_norm: 4.4474 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3154 loss: 3.3154 2022/07/26 22:45:22 - mmengine - INFO - Epoch(train) [13][3580/3757] lr: 9.8907e-03 eta: 2 days, 20:38:16 time: 0.4061 data_time: 0.0164 memory: 17007 grad_norm: 4.3833 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1121 loss: 3.1121 2022/07/26 22:45:30 - mmengine - INFO - Epoch(train) [13][3600/3757] lr: 9.8907e-03 eta: 2 days, 20:38:07 time: 0.3916 data_time: 0.0154 memory: 17007 grad_norm: 4.4559 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0502 loss: 3.0502 2022/07/26 22:45:38 - mmengine - INFO - Epoch(train) [13][3620/3757] lr: 9.8907e-03 eta: 2 days, 20:38:00 time: 0.3969 data_time: 0.0172 memory: 17007 grad_norm: 4.5357 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.4732 loss: 3.4732 2022/07/26 22:45:46 - mmengine - INFO - Epoch(train) [13][3640/3757] lr: 9.8907e-03 eta: 2 days, 20:37:53 time: 0.3939 data_time: 0.0168 memory: 17007 grad_norm: 4.3602 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5492 loss: 3.5492 2022/07/26 22:45:54 - mmengine - INFO - Epoch(train) [13][3660/3757] lr: 9.8907e-03 eta: 2 days, 20:37:44 time: 0.3904 data_time: 0.0152 memory: 17007 grad_norm: 4.4407 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4524 loss: 3.4524 2022/07/26 22:46:02 - mmengine - INFO - Epoch(train) [13][3680/3757] lr: 9.8907e-03 eta: 2 days, 20:37:36 time: 0.3947 data_time: 0.0161 memory: 17007 grad_norm: 4.2419 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 3.3435 loss: 3.3435 2022/07/26 22:46:10 - mmengine - INFO - Epoch(train) [13][3700/3757] lr: 9.8907e-03 eta: 2 days, 20:37:28 time: 0.3925 data_time: 0.0159 memory: 17007 grad_norm: 4.3396 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4637 loss: 3.4637 2022/07/26 22:46:18 - mmengine - INFO - Epoch(train) [13][3720/3757] lr: 9.8907e-03 eta: 2 days, 20:37:21 time: 0.3958 data_time: 0.0158 memory: 17007 grad_norm: 4.5736 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2700 loss: 3.2700 2022/07/26 22:46:25 - mmengine - INFO - Epoch(train) [13][3740/3757] lr: 9.8907e-03 eta: 2 days, 20:37:12 time: 0.3907 data_time: 0.0156 memory: 17007 grad_norm: 4.4305 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4458 loss: 3.4458 2022/07/26 22:46:32 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 22:46:32 - mmengine - INFO - Epoch(train) [13][3757/3757] lr: 9.8907e-03 eta: 2 days, 20:37:12 time: 0.3895 data_time: 0.0175 memory: 17007 grad_norm: 4.3995 top1_acc: 0.1429 top5_acc: 0.5714 loss_cls: 3.2916 loss: 3.2916 2022/07/26 22:46:32 - mmengine - INFO - Saving checkpoint at 13 epochs 2022/07/26 22:46:43 - mmengine - INFO - Epoch(train) [14][20/3757] lr: 9.8719e-03 eta: 2 days, 20:35:47 time: 0.4534 data_time: 0.0753 memory: 17007 grad_norm: 4.3348 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4203 loss: 3.4203 2022/07/26 22:46:51 - mmengine - INFO - Epoch(train) [14][40/3757] lr: 9.8719e-03 eta: 2 days, 20:35:38 time: 0.3913 data_time: 0.0160 memory: 17007 grad_norm: 4.5067 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.3923 loss: 3.3923 2022/07/26 22:46:59 - mmengine - INFO - Epoch(train) [14][60/3757] lr: 9.8719e-03 eta: 2 days, 20:35:30 time: 0.3927 data_time: 0.0171 memory: 17007 grad_norm: 4.4562 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.5497 loss: 3.5497 2022/07/26 22:47:07 - mmengine - INFO - Epoch(train) [14][80/3757] lr: 9.8719e-03 eta: 2 days, 20:35:23 time: 0.3945 data_time: 0.0159 memory: 17007 grad_norm: 4.4394 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4257 loss: 3.4257 2022/07/26 22:47:15 - mmengine - INFO - Epoch(train) [14][100/3757] lr: 9.8719e-03 eta: 2 days, 20:35:13 time: 0.3883 data_time: 0.0132 memory: 17007 grad_norm: 4.3122 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3372 loss: 3.3372 2022/07/26 22:47:23 - mmengine - INFO - Epoch(train) [14][120/3757] lr: 9.8719e-03 eta: 2 days, 20:35:06 time: 0.3933 data_time: 0.0174 memory: 17007 grad_norm: 4.4326 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3304 loss: 3.3304 2022/07/26 22:47:30 - mmengine - INFO - Epoch(train) [14][140/3757] lr: 9.8719e-03 eta: 2 days, 20:34:57 time: 0.3928 data_time: 0.0168 memory: 17007 grad_norm: 4.3276 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5191 loss: 3.5191 2022/07/26 22:47:38 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 22:47:38 - mmengine - INFO - Epoch(train) [14][160/3757] lr: 9.8719e-03 eta: 2 days, 20:34:49 time: 0.3902 data_time: 0.0148 memory: 17007 grad_norm: 4.3796 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1245 loss: 3.1245 2022/07/26 22:47:46 - mmengine - INFO - Epoch(train) [14][180/3757] lr: 9.8719e-03 eta: 2 days, 20:34:42 time: 0.3974 data_time: 0.0188 memory: 17007 grad_norm: 4.3536 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2113 loss: 3.2113 2022/07/26 22:47:54 - mmengine - INFO - Epoch(train) [14][200/3757] lr: 9.8719e-03 eta: 2 days, 20:34:34 time: 0.3944 data_time: 0.0161 memory: 17007 grad_norm: 4.4448 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4116 loss: 3.4116 2022/07/26 22:48:02 - mmengine - INFO - Epoch(train) [14][220/3757] lr: 9.8719e-03 eta: 2 days, 20:34:26 time: 0.3907 data_time: 0.0149 memory: 17007 grad_norm: 4.3238 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2871 loss: 3.2871 2022/07/26 22:48:10 - mmengine - INFO - Epoch(train) [14][240/3757] lr: 9.8719e-03 eta: 2 days, 20:34:18 time: 0.3934 data_time: 0.0173 memory: 17007 grad_norm: 4.4484 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4103 loss: 3.4103 2022/07/26 22:48:18 - mmengine - INFO - Epoch(train) [14][260/3757] lr: 9.8719e-03 eta: 2 days, 20:34:09 time: 0.3915 data_time: 0.0159 memory: 17007 grad_norm: 4.4727 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0069 loss: 3.0069 2022/07/26 22:48:25 - mmengine - INFO - Epoch(train) [14][280/3757] lr: 9.8719e-03 eta: 2 days, 20:34:01 time: 0.3927 data_time: 0.0162 memory: 17007 grad_norm: 4.4301 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.3395 loss: 3.3395 2022/07/26 22:48:33 - mmengine - INFO - Epoch(train) [14][300/3757] lr: 9.8719e-03 eta: 2 days, 20:33:52 time: 0.3893 data_time: 0.0142 memory: 17007 grad_norm: 4.4668 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2454 loss: 3.2454 2022/07/26 22:48:41 - mmengine - INFO - Epoch(train) [14][320/3757] lr: 9.8719e-03 eta: 2 days, 20:33:44 time: 0.3924 data_time: 0.0160 memory: 17007 grad_norm: 4.4503 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5098 loss: 3.5098 2022/07/26 22:48:49 - mmengine - INFO - Epoch(train) [14][340/3757] lr: 9.8719e-03 eta: 2 days, 20:33:37 time: 0.3960 data_time: 0.0156 memory: 17007 grad_norm: 4.4614 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.5136 loss: 3.5136 2022/07/26 22:48:57 - mmengine - INFO - Epoch(train) [14][360/3757] lr: 9.8719e-03 eta: 2 days, 20:33:28 time: 0.3908 data_time: 0.0152 memory: 17007 grad_norm: 4.3749 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2508 loss: 3.2508 2022/07/26 22:49:05 - mmengine - INFO - Epoch(train) [14][380/3757] lr: 9.8719e-03 eta: 2 days, 20:33:19 time: 0.3899 data_time: 0.0147 memory: 17007 grad_norm: 4.4114 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5272 loss: 3.5272 2022/07/26 22:49:13 - mmengine - INFO - Epoch(train) [14][400/3757] lr: 9.8719e-03 eta: 2 days, 20:33:13 time: 0.3996 data_time: 0.0165 memory: 17007 grad_norm: 4.5206 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4505 loss: 3.4505 2022/07/26 22:49:20 - mmengine - INFO - Epoch(train) [14][420/3757] lr: 9.8719e-03 eta: 2 days, 20:33:04 time: 0.3912 data_time: 0.0154 memory: 17007 grad_norm: 4.2745 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2078 loss: 3.2078 2022/07/26 22:49:28 - mmengine - INFO - Epoch(train) [14][440/3757] lr: 9.8719e-03 eta: 2 days, 20:32:59 time: 0.4017 data_time: 0.0160 memory: 17007 grad_norm: 4.3483 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4032 loss: 3.4032 2022/07/26 22:49:36 - mmengine - INFO - Epoch(train) [14][460/3757] lr: 9.8719e-03 eta: 2 days, 20:32:50 time: 0.3910 data_time: 0.0148 memory: 17007 grad_norm: 4.4021 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.4189 loss: 3.4189 2022/07/26 22:49:44 - mmengine - INFO - Epoch(train) [14][480/3757] lr: 9.8719e-03 eta: 2 days, 20:32:42 time: 0.3915 data_time: 0.0158 memory: 17007 grad_norm: 4.6561 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3556 loss: 3.3556 2022/07/26 22:49:52 - mmengine - INFO - Epoch(train) [14][500/3757] lr: 9.8719e-03 eta: 2 days, 20:32:36 time: 0.4039 data_time: 0.0164 memory: 17007 grad_norm: 4.2465 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2801 loss: 3.2801 2022/07/26 22:50:00 - mmengine - INFO - Epoch(train) [14][520/3757] lr: 9.8719e-03 eta: 2 days, 20:32:28 time: 0.3910 data_time: 0.0148 memory: 17007 grad_norm: 4.4797 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.6150 loss: 3.6150 2022/07/26 22:50:08 - mmengine - INFO - Epoch(train) [14][540/3757] lr: 9.8719e-03 eta: 2 days, 20:32:20 time: 0.3932 data_time: 0.0163 memory: 17007 grad_norm: 4.4395 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0811 loss: 3.0811 2022/07/26 22:50:16 - mmengine - INFO - Epoch(train) [14][560/3757] lr: 9.8719e-03 eta: 2 days, 20:32:13 time: 0.3967 data_time: 0.0163 memory: 17007 grad_norm: 4.4409 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2642 loss: 3.2642 2022/07/26 22:50:24 - mmengine - INFO - Epoch(train) [14][580/3757] lr: 9.8719e-03 eta: 2 days, 20:32:04 time: 0.3913 data_time: 0.0154 memory: 17007 grad_norm: 4.3325 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3704 loss: 3.3704 2022/07/26 22:50:32 - mmengine - INFO - Epoch(train) [14][600/3757] lr: 9.8719e-03 eta: 2 days, 20:31:56 time: 0.3923 data_time: 0.0168 memory: 17007 grad_norm: 4.3554 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.2853 loss: 3.2853 2022/07/26 22:50:39 - mmengine - INFO - Epoch(train) [14][620/3757] lr: 9.8719e-03 eta: 2 days, 20:31:49 time: 0.3959 data_time: 0.0150 memory: 17007 grad_norm: 4.4801 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6070 loss: 3.6070 2022/07/26 22:50:47 - mmengine - INFO - Epoch(train) [14][640/3757] lr: 9.8719e-03 eta: 2 days, 20:31:41 time: 0.3928 data_time: 0.0163 memory: 17007 grad_norm: 4.5050 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0948 loss: 3.0948 2022/07/26 22:50:55 - mmengine - INFO - Epoch(train) [14][660/3757] lr: 9.8719e-03 eta: 2 days, 20:31:32 time: 0.3910 data_time: 0.0148 memory: 17007 grad_norm: 4.3980 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2356 loss: 3.2356 2022/07/26 22:51:03 - mmengine - INFO - Epoch(train) [14][680/3757] lr: 9.8719e-03 eta: 2 days, 20:31:25 time: 0.3961 data_time: 0.0202 memory: 17007 grad_norm: 4.4901 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1967 loss: 3.1967 2022/07/26 22:51:11 - mmengine - INFO - Epoch(train) [14][700/3757] lr: 9.8719e-03 eta: 2 days, 20:31:22 time: 0.4120 data_time: 0.0174 memory: 17007 grad_norm: 4.4064 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3489 loss: 3.3489 2022/07/26 22:51:19 - mmengine - INFO - Epoch(train) [14][720/3757] lr: 9.8719e-03 eta: 2 days, 20:31:14 time: 0.3937 data_time: 0.0173 memory: 17007 grad_norm: 4.5201 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4540 loss: 3.4540 2022/07/26 22:51:28 - mmengine - INFO - Epoch(train) [14][740/3757] lr: 9.8719e-03 eta: 2 days, 20:31:13 time: 0.4193 data_time: 0.0159 memory: 17007 grad_norm: 4.5016 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3817 loss: 3.3817 2022/07/26 22:51:35 - mmengine - INFO - Epoch(train) [14][760/3757] lr: 9.8719e-03 eta: 2 days, 20:31:04 time: 0.3908 data_time: 0.0158 memory: 17007 grad_norm: 4.5472 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1049 loss: 3.1049 2022/07/26 22:51:43 - mmengine - INFO - Epoch(train) [14][780/3757] lr: 9.8719e-03 eta: 2 days, 20:30:56 time: 0.3928 data_time: 0.0152 memory: 17007 grad_norm: 4.4730 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1810 loss: 3.1810 2022/07/26 22:51:51 - mmengine - INFO - Epoch(train) [14][800/3757] lr: 9.8719e-03 eta: 2 days, 20:30:47 time: 0.3910 data_time: 0.0155 memory: 17007 grad_norm: 4.5929 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4309 loss: 3.4309 2022/07/26 22:51:59 - mmengine - INFO - Epoch(train) [14][820/3757] lr: 9.8719e-03 eta: 2 days, 20:30:40 time: 0.3951 data_time: 0.0159 memory: 17007 grad_norm: 4.4083 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4110 loss: 3.4110 2022/07/26 22:52:07 - mmengine - INFO - Epoch(train) [14][840/3757] lr: 9.8719e-03 eta: 2 days, 20:30:32 time: 0.3938 data_time: 0.0158 memory: 17007 grad_norm: 4.3907 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0810 loss: 3.0810 2022/07/26 22:52:15 - mmengine - INFO - Epoch(train) [14][860/3757] lr: 9.8719e-03 eta: 2 days, 20:30:24 time: 0.3943 data_time: 0.0157 memory: 17007 grad_norm: 4.4778 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3829 loss: 3.3829 2022/07/26 22:52:23 - mmengine - INFO - Epoch(train) [14][880/3757] lr: 9.8719e-03 eta: 2 days, 20:30:16 time: 0.3913 data_time: 0.0162 memory: 17007 grad_norm: 4.3890 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6278 loss: 3.6278 2022/07/26 22:52:30 - mmengine - INFO - Epoch(train) [14][900/3757] lr: 9.8719e-03 eta: 2 days, 20:30:09 time: 0.3966 data_time: 0.0176 memory: 17007 grad_norm: 4.4690 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2251 loss: 3.2251 2022/07/26 22:52:39 - mmengine - INFO - Epoch(train) [14][920/3757] lr: 9.8719e-03 eta: 2 days, 20:30:04 time: 0.4041 data_time: 0.0167 memory: 17007 grad_norm: 4.4383 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.4007 loss: 3.4007 2022/07/26 22:52:46 - mmengine - INFO - Epoch(train) [14][940/3757] lr: 9.8719e-03 eta: 2 days, 20:29:56 time: 0.3967 data_time: 0.0158 memory: 17007 grad_norm: 4.5871 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4626 loss: 3.4626 2022/07/26 22:52:54 - mmengine - INFO - Epoch(train) [14][960/3757] lr: 9.8719e-03 eta: 2 days, 20:29:48 time: 0.3914 data_time: 0.0159 memory: 17007 grad_norm: 4.4659 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3202 loss: 3.3202 2022/07/26 22:53:02 - mmengine - INFO - Epoch(train) [14][980/3757] lr: 9.8719e-03 eta: 2 days, 20:29:39 time: 0.3906 data_time: 0.0148 memory: 17007 grad_norm: 4.4368 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.4424 loss: 3.4424 2022/07/26 22:53:10 - mmengine - INFO - Epoch(train) [14][1000/3757] lr: 9.8719e-03 eta: 2 days, 20:29:32 time: 0.3949 data_time: 0.0183 memory: 17007 grad_norm: 4.3471 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2692 loss: 3.2692 2022/07/26 22:53:18 - mmengine - INFO - Epoch(train) [14][1020/3757] lr: 9.8719e-03 eta: 2 days, 20:29:24 time: 0.3935 data_time: 0.0139 memory: 17007 grad_norm: 4.4490 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3748 loss: 3.3748 2022/07/26 22:53:26 - mmengine - INFO - Epoch(train) [14][1040/3757] lr: 9.8719e-03 eta: 2 days, 20:29:17 time: 0.3968 data_time: 0.0173 memory: 17007 grad_norm: 4.4209 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3316 loss: 3.3316 2022/07/26 22:53:34 - mmengine - INFO - Epoch(train) [14][1060/3757] lr: 9.8719e-03 eta: 2 days, 20:29:08 time: 0.3897 data_time: 0.0143 memory: 17007 grad_norm: 4.6964 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3869 loss: 3.3869 2022/07/26 22:53:41 - mmengine - INFO - Epoch(train) [14][1080/3757] lr: 9.8719e-03 eta: 2 days, 20:29:00 time: 0.3926 data_time: 0.0172 memory: 17007 grad_norm: 4.5451 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5614 loss: 3.5614 2022/07/26 22:53:49 - mmengine - INFO - Epoch(train) [14][1100/3757] lr: 9.8719e-03 eta: 2 days, 20:28:51 time: 0.3899 data_time: 0.0151 memory: 17007 grad_norm: 4.3960 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3305 loss: 3.3305 2022/07/26 22:53:57 - mmengine - INFO - Epoch(train) [14][1120/3757] lr: 9.8719e-03 eta: 2 days, 20:28:44 time: 0.3984 data_time: 0.0170 memory: 17007 grad_norm: 4.4469 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5943 loss: 3.5943 2022/07/26 22:54:05 - mmengine - INFO - Epoch(train) [14][1140/3757] lr: 9.8719e-03 eta: 2 days, 20:28:36 time: 0.3921 data_time: 0.0157 memory: 17007 grad_norm: 4.6008 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3504 loss: 3.3504 2022/07/26 22:54:13 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 22:54:13 - mmengine - INFO - Epoch(train) [14][1160/3757] lr: 9.8719e-03 eta: 2 days, 20:28:29 time: 0.3960 data_time: 0.0167 memory: 17007 grad_norm: 4.5765 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1682 loss: 3.1682 2022/07/26 22:54:21 - mmengine - INFO - Epoch(train) [14][1180/3757] lr: 9.8719e-03 eta: 2 days, 20:28:20 time: 0.3895 data_time: 0.0137 memory: 17007 grad_norm: 4.5324 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4960 loss: 3.4960 2022/07/26 22:54:29 - mmengine - INFO - Epoch(train) [14][1200/3757] lr: 9.8719e-03 eta: 2 days, 20:28:12 time: 0.3947 data_time: 0.0164 memory: 17007 grad_norm: 4.3408 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6376 loss: 3.6376 2022/07/26 22:54:37 - mmengine - INFO - Epoch(train) [14][1220/3757] lr: 9.8719e-03 eta: 2 days, 20:28:04 time: 0.3922 data_time: 0.0155 memory: 17007 grad_norm: 4.4151 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.2758 loss: 3.2758 2022/07/26 22:54:44 - mmengine - INFO - Epoch(train) [14][1240/3757] lr: 9.8719e-03 eta: 2 days, 20:27:56 time: 0.3914 data_time: 0.0157 memory: 17007 grad_norm: 4.3271 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3794 loss: 3.3794 2022/07/26 22:54:52 - mmengine - INFO - Epoch(train) [14][1260/3757] lr: 9.8719e-03 eta: 2 days, 20:27:51 time: 0.4049 data_time: 0.0179 memory: 17007 grad_norm: 4.5047 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3432 loss: 3.3432 2022/07/26 22:55:00 - mmengine - INFO - Epoch(train) [14][1280/3757] lr: 9.8719e-03 eta: 2 days, 20:27:42 time: 0.3923 data_time: 0.0155 memory: 17007 grad_norm: 4.4616 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.3209 loss: 3.3209 2022/07/26 22:55:08 - mmengine - INFO - Epoch(train) [14][1300/3757] lr: 9.8719e-03 eta: 2 days, 20:27:35 time: 0.3968 data_time: 0.0164 memory: 17007 grad_norm: 4.4386 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.3887 loss: 3.3887 2022/07/26 22:55:16 - mmengine - INFO - Epoch(train) [14][1320/3757] lr: 9.8719e-03 eta: 2 days, 20:27:27 time: 0.3928 data_time: 0.0161 memory: 17007 grad_norm: 4.5449 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7262 loss: 3.7262 2022/07/26 22:55:24 - mmengine - INFO - Epoch(train) [14][1340/3757] lr: 9.8719e-03 eta: 2 days, 20:27:19 time: 0.3915 data_time: 0.0153 memory: 17007 grad_norm: 4.4807 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1516 loss: 3.1516 2022/07/26 22:55:32 - mmengine - INFO - Epoch(train) [14][1360/3757] lr: 9.8719e-03 eta: 2 days, 20:27:11 time: 0.3940 data_time: 0.0167 memory: 17007 grad_norm: 4.3787 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.6715 loss: 3.6715 2022/07/26 22:55:40 - mmengine - INFO - Epoch(train) [14][1380/3757] lr: 9.8719e-03 eta: 2 days, 20:27:03 time: 0.3927 data_time: 0.0157 memory: 17007 grad_norm: 4.8161 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2952 loss: 3.2952 2022/07/26 22:55:48 - mmengine - INFO - Epoch(train) [14][1400/3757] lr: 9.8719e-03 eta: 2 days, 20:26:55 time: 0.3925 data_time: 0.0154 memory: 17007 grad_norm: 4.5530 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5876 loss: 3.5876 2022/07/26 22:55:55 - mmengine - INFO - Epoch(train) [14][1420/3757] lr: 9.8719e-03 eta: 2 days, 20:26:46 time: 0.3895 data_time: 0.0146 memory: 17007 grad_norm: 4.6319 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.5787 loss: 3.5787 2022/07/26 22:56:03 - mmengine - INFO - Epoch(train) [14][1440/3757] lr: 9.8719e-03 eta: 2 days, 20:26:39 time: 0.3976 data_time: 0.0185 memory: 17007 grad_norm: 4.5591 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5288 loss: 3.5288 2022/07/26 22:56:11 - mmengine - INFO - Epoch(train) [14][1460/3757] lr: 9.8719e-03 eta: 2 days, 20:26:32 time: 0.3956 data_time: 0.0160 memory: 17007 grad_norm: 4.4725 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3399 loss: 3.3399 2022/07/26 22:56:19 - mmengine - INFO - Epoch(train) [14][1480/3757] lr: 9.8719e-03 eta: 2 days, 20:26:24 time: 0.3933 data_time: 0.0170 memory: 17007 grad_norm: 4.4483 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.5790 loss: 3.5790 2022/07/26 22:56:27 - mmengine - INFO - Epoch(train) [14][1500/3757] lr: 9.8719e-03 eta: 2 days, 20:26:18 time: 0.4005 data_time: 0.0154 memory: 17007 grad_norm: 4.4790 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4902 loss: 3.4902 2022/07/26 22:56:35 - mmengine - INFO - Epoch(train) [14][1520/3757] lr: 9.8719e-03 eta: 2 days, 20:26:09 time: 0.3908 data_time: 0.0152 memory: 17007 grad_norm: 4.4010 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.2387 loss: 3.2387 2022/07/26 22:56:43 - mmengine - INFO - Epoch(train) [14][1540/3757] lr: 9.8719e-03 eta: 2 days, 20:26:01 time: 0.3925 data_time: 0.0151 memory: 17007 grad_norm: 4.4666 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2051 loss: 3.2051 2022/07/26 22:56:51 - mmengine - INFO - Epoch(train) [14][1560/3757] lr: 9.8719e-03 eta: 2 days, 20:25:54 time: 0.3968 data_time: 0.0164 memory: 17007 grad_norm: 4.5763 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5347 loss: 3.5347 2022/07/26 22:56:59 - mmengine - INFO - Epoch(train) [14][1580/3757] lr: 9.8719e-03 eta: 2 days, 20:25:47 time: 0.3968 data_time: 0.0158 memory: 17007 grad_norm: 4.4345 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2159 loss: 3.2159 2022/07/26 22:57:06 - mmengine - INFO - Epoch(train) [14][1600/3757] lr: 9.8719e-03 eta: 2 days, 20:25:38 time: 0.3923 data_time: 0.0169 memory: 17007 grad_norm: 4.4644 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5738 loss: 3.5738 2022/07/26 22:57:14 - mmengine - INFO - Epoch(train) [14][1620/3757] lr: 9.8719e-03 eta: 2 days, 20:25:30 time: 0.3897 data_time: 0.0147 memory: 17007 grad_norm: 4.4116 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.4321 loss: 3.4321 2022/07/26 22:57:22 - mmengine - INFO - Epoch(train) [14][1640/3757] lr: 9.8719e-03 eta: 2 days, 20:25:22 time: 0.3941 data_time: 0.0150 memory: 17007 grad_norm: 4.4733 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3817 loss: 3.3817 2022/07/26 22:57:30 - mmengine - INFO - Epoch(train) [14][1660/3757] lr: 9.8719e-03 eta: 2 days, 20:25:13 time: 0.3908 data_time: 0.0157 memory: 17007 grad_norm: 4.4961 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3066 loss: 3.3066 2022/07/26 22:57:38 - mmengine - INFO - Epoch(train) [14][1680/3757] lr: 9.8719e-03 eta: 2 days, 20:25:10 time: 0.4117 data_time: 0.0166 memory: 17007 grad_norm: 4.5601 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4726 loss: 3.4726 2022/07/26 22:57:46 - mmengine - INFO - Epoch(train) [14][1700/3757] lr: 9.8719e-03 eta: 2 days, 20:25:01 time: 0.3895 data_time: 0.0146 memory: 17007 grad_norm: 4.4104 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3250 loss: 3.3250 2022/07/26 22:57:54 - mmengine - INFO - Epoch(train) [14][1720/3757] lr: 9.8719e-03 eta: 2 days, 20:24:53 time: 0.3933 data_time: 0.0166 memory: 17007 grad_norm: 4.3776 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2506 loss: 3.2506 2022/07/26 22:58:02 - mmengine - INFO - Epoch(train) [14][1740/3757] lr: 9.8719e-03 eta: 2 days, 20:24:46 time: 0.3972 data_time: 0.0159 memory: 17007 grad_norm: 4.5671 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.2895 loss: 3.2895 2022/07/26 22:58:10 - mmengine - INFO - Epoch(train) [14][1760/3757] lr: 9.8719e-03 eta: 2 days, 20:24:38 time: 0.3934 data_time: 0.0167 memory: 17007 grad_norm: 4.4870 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.4000 loss: 3.4000 2022/07/26 22:58:18 - mmengine - INFO - Epoch(train) [14][1780/3757] lr: 9.8719e-03 eta: 2 days, 20:24:31 time: 0.3964 data_time: 0.0158 memory: 17007 grad_norm: 4.3164 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4045 loss: 3.4045 2022/07/26 22:58:26 - mmengine - INFO - Epoch(train) [14][1800/3757] lr: 9.8719e-03 eta: 2 days, 20:24:24 time: 0.3968 data_time: 0.0166 memory: 17007 grad_norm: 4.5455 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4325 loss: 3.4325 2022/07/26 22:58:33 - mmengine - INFO - Epoch(train) [14][1820/3757] lr: 9.8719e-03 eta: 2 days, 20:24:15 time: 0.3909 data_time: 0.0152 memory: 17007 grad_norm: 4.6188 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4901 loss: 3.4901 2022/07/26 22:58:41 - mmengine - INFO - Epoch(train) [14][1840/3757] lr: 9.8719e-03 eta: 2 days, 20:24:08 time: 0.3974 data_time: 0.0165 memory: 17007 grad_norm: 4.3809 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2016 loss: 3.2016 2022/07/26 22:58:49 - mmengine - INFO - Epoch(train) [14][1860/3757] lr: 9.8719e-03 eta: 2 days, 20:24:00 time: 0.3915 data_time: 0.0153 memory: 17007 grad_norm: 4.4357 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5129 loss: 3.5129 2022/07/26 22:58:57 - mmengine - INFO - Epoch(train) [14][1880/3757] lr: 9.8719e-03 eta: 2 days, 20:23:52 time: 0.3916 data_time: 0.0156 memory: 17007 grad_norm: 4.3507 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1470 loss: 3.1470 2022/07/26 22:59:05 - mmengine - INFO - Epoch(train) [14][1900/3757] lr: 9.8719e-03 eta: 2 days, 20:23:43 time: 0.3902 data_time: 0.0137 memory: 17007 grad_norm: 4.5322 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1642 loss: 3.1642 2022/07/26 22:59:13 - mmengine - INFO - Epoch(train) [14][1920/3757] lr: 9.8719e-03 eta: 2 days, 20:23:36 time: 0.3973 data_time: 0.0173 memory: 17007 grad_norm: 4.5170 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2943 loss: 3.2943 2022/07/26 22:59:21 - mmengine - INFO - Epoch(train) [14][1940/3757] lr: 9.8719e-03 eta: 2 days, 20:23:28 time: 0.3921 data_time: 0.0151 memory: 17007 grad_norm: 4.3518 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.2993 loss: 3.2993 2022/07/26 22:59:29 - mmengine - INFO - Epoch(train) [14][1960/3757] lr: 9.8719e-03 eta: 2 days, 20:23:21 time: 0.3985 data_time: 0.0162 memory: 17007 grad_norm: 4.5867 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.3907 loss: 3.3907 2022/07/26 22:59:36 - mmengine - INFO - Epoch(train) [14][1980/3757] lr: 9.8719e-03 eta: 2 days, 20:23:13 time: 0.3928 data_time: 0.0147 memory: 17007 grad_norm: 4.6250 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2147 loss: 3.2147 2022/07/26 22:59:44 - mmengine - INFO - Epoch(train) [14][2000/3757] lr: 9.8719e-03 eta: 2 days, 20:23:05 time: 0.3923 data_time: 0.0159 memory: 17007 grad_norm: 4.4250 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4264 loss: 3.4264 2022/07/26 22:59:52 - mmengine - INFO - Epoch(train) [14][2020/3757] lr: 9.8719e-03 eta: 2 days, 20:22:56 time: 0.3907 data_time: 0.0142 memory: 17007 grad_norm: 4.4432 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4709 loss: 3.4709 2022/07/26 23:00:00 - mmengine - INFO - Epoch(train) [14][2040/3757] lr: 9.8719e-03 eta: 2 days, 20:22:48 time: 0.3917 data_time: 0.0174 memory: 17007 grad_norm: 4.5232 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5415 loss: 3.5415 2022/07/26 23:00:08 - mmengine - INFO - Epoch(train) [14][2060/3757] lr: 9.8719e-03 eta: 2 days, 20:22:41 time: 0.3968 data_time: 0.0163 memory: 17007 grad_norm: 4.4842 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 3.3915 loss: 3.3915 2022/07/26 23:00:16 - mmengine - INFO - Epoch(train) [14][2080/3757] lr: 9.8719e-03 eta: 2 days, 20:22:34 time: 0.3970 data_time: 0.0160 memory: 17007 grad_norm: 4.3970 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2500 loss: 3.2500 2022/07/26 23:00:24 - mmengine - INFO - Epoch(train) [14][2100/3757] lr: 9.8719e-03 eta: 2 days, 20:22:25 time: 0.3918 data_time: 0.0149 memory: 17007 grad_norm: 4.4209 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.4335 loss: 3.4335 2022/07/26 23:00:31 - mmengine - INFO - Epoch(train) [14][2120/3757] lr: 9.8719e-03 eta: 2 days, 20:22:17 time: 0.3928 data_time: 0.0166 memory: 17007 grad_norm: 4.3689 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1751 loss: 3.1751 2022/07/26 23:00:39 - mmengine - INFO - Epoch(train) [14][2140/3757] lr: 9.8719e-03 eta: 2 days, 20:22:11 time: 0.3998 data_time: 0.0153 memory: 17007 grad_norm: 4.4122 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2458 loss: 3.2458 2022/07/26 23:00:47 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 23:00:48 - mmengine - INFO - Epoch(train) [14][2160/3757] lr: 9.8719e-03 eta: 2 days, 20:22:05 time: 0.4015 data_time: 0.0170 memory: 17007 grad_norm: 4.4195 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5637 loss: 3.5637 2022/07/26 23:00:55 - mmengine - INFO - Epoch(train) [14][2180/3757] lr: 9.8719e-03 eta: 2 days, 20:21:56 time: 0.3906 data_time: 0.0140 memory: 17007 grad_norm: 4.4332 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.4433 loss: 3.4433 2022/07/26 23:01:03 - mmengine - INFO - Epoch(train) [14][2200/3757] lr: 9.8719e-03 eta: 2 days, 20:21:49 time: 0.3950 data_time: 0.0153 memory: 17007 grad_norm: 4.2577 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0068 loss: 3.0068 2022/07/26 23:01:11 - mmengine - INFO - Epoch(train) [14][2220/3757] lr: 9.8719e-03 eta: 2 days, 20:21:41 time: 0.3935 data_time: 0.0152 memory: 17007 grad_norm: 4.4763 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2602 loss: 3.2602 2022/07/26 23:01:19 - mmengine - INFO - Epoch(train) [14][2240/3757] lr: 9.8719e-03 eta: 2 days, 20:21:34 time: 0.3976 data_time: 0.0169 memory: 17007 grad_norm: 4.4441 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5178 loss: 3.5178 2022/07/26 23:01:27 - mmengine - INFO - Epoch(train) [14][2260/3757] lr: 9.8719e-03 eta: 2 days, 20:21:26 time: 0.3918 data_time: 0.0161 memory: 17007 grad_norm: 4.6150 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5630 loss: 3.5630 2022/07/26 23:01:35 - mmengine - INFO - Epoch(train) [14][2280/3757] lr: 9.8719e-03 eta: 2 days, 20:21:17 time: 0.3922 data_time: 0.0164 memory: 17007 grad_norm: 4.3681 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3275 loss: 3.3275 2022/07/26 23:01:43 - mmengine - INFO - Epoch(train) [14][2300/3757] lr: 9.8719e-03 eta: 2 days, 20:21:11 time: 0.3994 data_time: 0.0151 memory: 17007 grad_norm: 4.4018 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2746 loss: 3.2746 2022/07/26 23:01:51 - mmengine - INFO - Epoch(train) [14][2320/3757] lr: 9.8719e-03 eta: 2 days, 20:21:03 time: 0.3913 data_time: 0.0160 memory: 17007 grad_norm: 4.4359 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5392 loss: 3.5392 2022/07/26 23:01:59 - mmengine - INFO - Epoch(train) [14][2340/3757] lr: 9.8719e-03 eta: 2 days, 20:20:59 time: 0.4102 data_time: 0.0182 memory: 17007 grad_norm: 4.4910 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9466 loss: 2.9466 2022/07/26 23:02:07 - mmengine - INFO - Epoch(train) [14][2360/3757] lr: 9.8719e-03 eta: 2 days, 20:20:51 time: 0.3926 data_time: 0.0162 memory: 17007 grad_norm: 4.5958 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2909 loss: 3.2909 2022/07/26 23:02:14 - mmengine - INFO - Epoch(train) [14][2380/3757] lr: 9.8719e-03 eta: 2 days, 20:20:42 time: 0.3911 data_time: 0.0158 memory: 17007 grad_norm: 4.5004 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.4134 loss: 3.4134 2022/07/26 23:02:22 - mmengine - INFO - Epoch(train) [14][2400/3757] lr: 9.8719e-03 eta: 2 days, 20:20:34 time: 0.3919 data_time: 0.0147 memory: 17007 grad_norm: 4.6086 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2885 loss: 3.2885 2022/07/26 23:02:30 - mmengine - INFO - Epoch(train) [14][2420/3757] lr: 9.8719e-03 eta: 2 days, 20:20:26 time: 0.3919 data_time: 0.0149 memory: 17007 grad_norm: 4.4361 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3157 loss: 3.3157 2022/07/26 23:02:38 - mmengine - INFO - Epoch(train) [14][2440/3757] lr: 9.8719e-03 eta: 2 days, 20:20:18 time: 0.3956 data_time: 0.0170 memory: 17007 grad_norm: 4.4627 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.2136 loss: 3.2136 2022/07/26 23:02:46 - mmengine - INFO - Epoch(train) [14][2460/3757] lr: 9.8719e-03 eta: 2 days, 20:20:10 time: 0.3913 data_time: 0.0154 memory: 17007 grad_norm: 4.5745 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.4493 loss: 3.4493 2022/07/26 23:02:54 - mmengine - INFO - Epoch(train) [14][2480/3757] lr: 9.8719e-03 eta: 2 days, 20:20:01 time: 0.3911 data_time: 0.0160 memory: 17007 grad_norm: 4.5371 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3333 loss: 3.3333 2022/07/26 23:03:02 - mmengine - INFO - Epoch(train) [14][2500/3757] lr: 9.8719e-03 eta: 2 days, 20:19:53 time: 0.3941 data_time: 0.0157 memory: 17007 grad_norm: 4.4581 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2644 loss: 3.2644 2022/07/26 23:03:09 - mmengine - INFO - Epoch(train) [14][2520/3757] lr: 9.8719e-03 eta: 2 days, 20:19:45 time: 0.3908 data_time: 0.0157 memory: 17007 grad_norm: 4.3489 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2245 loss: 3.2245 2022/07/26 23:03:17 - mmengine - INFO - Epoch(train) [14][2540/3757] lr: 9.8719e-03 eta: 2 days, 20:19:37 time: 0.3948 data_time: 0.0167 memory: 17007 grad_norm: 4.4110 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4674 loss: 3.4674 2022/07/26 23:03:25 - mmengine - INFO - Epoch(train) [14][2560/3757] lr: 9.8719e-03 eta: 2 days, 20:19:29 time: 0.3901 data_time: 0.0159 memory: 17007 grad_norm: 4.3656 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.4599 loss: 3.4599 2022/07/26 23:03:33 - mmengine - INFO - Epoch(train) [14][2580/3757] lr: 9.8719e-03 eta: 2 days, 20:19:20 time: 0.3911 data_time: 0.0155 memory: 17007 grad_norm: 4.5588 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9595 loss: 2.9595 2022/07/26 23:03:41 - mmengine - INFO - Epoch(train) [14][2600/3757] lr: 9.8719e-03 eta: 2 days, 20:19:13 time: 0.3953 data_time: 0.0156 memory: 17007 grad_norm: 4.4489 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0169 loss: 3.0169 2022/07/26 23:03:49 - mmengine - INFO - Epoch(train) [14][2620/3757] lr: 9.8719e-03 eta: 2 days, 20:19:04 time: 0.3921 data_time: 0.0153 memory: 17007 grad_norm: 4.5077 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.9862 loss: 2.9862 2022/07/26 23:03:57 - mmengine - INFO - Epoch(train) [14][2640/3757] lr: 9.8719e-03 eta: 2 days, 20:18:56 time: 0.3913 data_time: 0.0160 memory: 17007 grad_norm: 4.4336 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1381 loss: 3.1381 2022/07/26 23:04:04 - mmengine - INFO - Epoch(train) [14][2660/3757] lr: 9.8719e-03 eta: 2 days, 20:18:48 time: 0.3927 data_time: 0.0153 memory: 17007 grad_norm: 4.5501 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5389 loss: 3.5389 2022/07/26 23:04:12 - mmengine - INFO - Epoch(train) [14][2680/3757] lr: 9.8719e-03 eta: 2 days, 20:18:40 time: 0.3925 data_time: 0.0166 memory: 17007 grad_norm: 4.5499 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3618 loss: 3.3618 2022/07/26 23:04:20 - mmengine - INFO - Epoch(train) [14][2700/3757] lr: 9.8719e-03 eta: 2 days, 20:18:32 time: 0.3933 data_time: 0.0159 memory: 17007 grad_norm: 4.4236 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4354 loss: 3.4354 2022/07/26 23:04:28 - mmengine - INFO - Epoch(train) [14][2720/3757] lr: 9.8719e-03 eta: 2 days, 20:18:24 time: 0.3927 data_time: 0.0160 memory: 17007 grad_norm: 4.6052 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.4621 loss: 3.4621 2022/07/26 23:04:36 - mmengine - INFO - Epoch(train) [14][2740/3757] lr: 9.8719e-03 eta: 2 days, 20:18:15 time: 0.3915 data_time: 0.0153 memory: 17007 grad_norm: 4.4432 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.2362 loss: 3.2362 2022/07/26 23:04:44 - mmengine - INFO - Epoch(train) [14][2760/3757] lr: 9.8719e-03 eta: 2 days, 20:18:08 time: 0.3964 data_time: 0.0155 memory: 17007 grad_norm: 4.5658 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3385 loss: 3.3385 2022/07/26 23:04:52 - mmengine - INFO - Epoch(train) [14][2780/3757] lr: 9.8719e-03 eta: 2 days, 20:18:00 time: 0.3946 data_time: 0.0152 memory: 17007 grad_norm: 4.4721 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.4582 loss: 3.4582 2022/07/26 23:04:59 - mmengine - INFO - Epoch(train) [14][2800/3757] lr: 9.8719e-03 eta: 2 days, 20:17:53 time: 0.3944 data_time: 0.0170 memory: 17007 grad_norm: 4.5737 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3261 loss: 3.3261 2022/07/26 23:05:07 - mmengine - INFO - Epoch(train) [14][2820/3757] lr: 9.8719e-03 eta: 2 days, 20:17:45 time: 0.3930 data_time: 0.0160 memory: 17007 grad_norm: 4.4949 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.2089 loss: 3.2089 2022/07/26 23:05:15 - mmengine - INFO - Epoch(train) [14][2840/3757] lr: 9.8719e-03 eta: 2 days, 20:17:36 time: 0.3915 data_time: 0.0156 memory: 17007 grad_norm: 4.4703 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.3513 loss: 3.3513 2022/07/26 23:05:23 - mmengine - INFO - Epoch(train) [14][2860/3757] lr: 9.8719e-03 eta: 2 days, 20:17:30 time: 0.4020 data_time: 0.0160 memory: 17007 grad_norm: 4.6177 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6525 loss: 3.6525 2022/07/26 23:05:31 - mmengine - INFO - Epoch(train) [14][2880/3757] lr: 9.8719e-03 eta: 2 days, 20:17:23 time: 0.3975 data_time: 0.0158 memory: 17007 grad_norm: 4.5019 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5666 loss: 3.5666 2022/07/26 23:05:39 - mmengine - INFO - Epoch(train) [14][2900/3757] lr: 9.8719e-03 eta: 2 days, 20:17:18 time: 0.4017 data_time: 0.0155 memory: 17007 grad_norm: 4.6333 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.6423 loss: 3.6423 2022/07/26 23:05:47 - mmengine - INFO - Epoch(train) [14][2920/3757] lr: 9.8719e-03 eta: 2 days, 20:17:10 time: 0.3941 data_time: 0.0168 memory: 17007 grad_norm: 4.6307 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.5197 loss: 3.5197 2022/07/26 23:05:55 - mmengine - INFO - Epoch(train) [14][2940/3757] lr: 9.8719e-03 eta: 2 days, 20:17:02 time: 0.3924 data_time: 0.0160 memory: 17007 grad_norm: 4.5855 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3915 loss: 3.3915 2022/07/26 23:06:03 - mmengine - INFO - Epoch(train) [14][2960/3757] lr: 9.8719e-03 eta: 2 days, 20:16:54 time: 0.3929 data_time: 0.0166 memory: 17007 grad_norm: 4.6490 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2236 loss: 3.2236 2022/07/26 23:06:11 - mmengine - INFO - Epoch(train) [14][2980/3757] lr: 9.8719e-03 eta: 2 days, 20:16:45 time: 0.3914 data_time: 0.0152 memory: 17007 grad_norm: 4.5701 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3541 loss: 3.3541 2022/07/26 23:06:19 - mmengine - INFO - Epoch(train) [14][3000/3757] lr: 9.8719e-03 eta: 2 days, 20:16:38 time: 0.3970 data_time: 0.0169 memory: 17007 grad_norm: 4.5274 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4102 loss: 3.4102 2022/07/26 23:06:26 - mmengine - INFO - Epoch(train) [14][3020/3757] lr: 9.8719e-03 eta: 2 days, 20:16:29 time: 0.3898 data_time: 0.0149 memory: 17007 grad_norm: 4.4695 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2617 loss: 3.2617 2022/07/26 23:06:34 - mmengine - INFO - Epoch(train) [14][3040/3757] lr: 9.8719e-03 eta: 2 days, 20:16:21 time: 0.3916 data_time: 0.0153 memory: 17007 grad_norm: 4.4762 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.5020 loss: 3.5020 2022/07/26 23:06:42 - mmengine - INFO - Epoch(train) [14][3060/3757] lr: 9.8719e-03 eta: 2 days, 20:16:13 time: 0.3929 data_time: 0.0157 memory: 17007 grad_norm: 4.4861 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.5433 loss: 3.5433 2022/07/26 23:06:50 - mmengine - INFO - Epoch(train) [14][3080/3757] lr: 9.8719e-03 eta: 2 days, 20:16:04 time: 0.3904 data_time: 0.0158 memory: 17007 grad_norm: 4.5052 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4431 loss: 3.4431 2022/07/26 23:06:58 - mmengine - INFO - Epoch(train) [14][3100/3757] lr: 9.8719e-03 eta: 2 days, 20:15:56 time: 0.3932 data_time: 0.0150 memory: 17007 grad_norm: 4.5661 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.4146 loss: 3.4146 2022/07/26 23:07:06 - mmengine - INFO - Epoch(train) [14][3120/3757] lr: 9.8719e-03 eta: 2 days, 20:15:48 time: 0.3930 data_time: 0.0173 memory: 17007 grad_norm: 4.4482 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3766 loss: 3.3766 2022/07/26 23:07:13 - mmengine - INFO - Epoch(train) [14][3140/3757] lr: 9.8719e-03 eta: 2 days, 20:15:40 time: 0.3909 data_time: 0.0152 memory: 17007 grad_norm: 4.4680 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4718 loss: 3.4718 2022/07/26 23:07:21 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 23:07:21 - mmengine - INFO - Epoch(train) [14][3160/3757] lr: 9.8719e-03 eta: 2 days, 20:15:33 time: 0.3987 data_time: 0.0182 memory: 17007 grad_norm: 4.6960 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2668 loss: 3.2668 2022/07/26 23:07:29 - mmengine - INFO - Epoch(train) [14][3180/3757] lr: 9.8719e-03 eta: 2 days, 20:15:24 time: 0.3904 data_time: 0.0147 memory: 17007 grad_norm: 4.7725 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.4924 loss: 3.4924 2022/07/26 23:07:37 - mmengine - INFO - Epoch(train) [14][3200/3757] lr: 9.8719e-03 eta: 2 days, 20:15:16 time: 0.3917 data_time: 0.0160 memory: 17007 grad_norm: 4.6189 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.1976 loss: 3.1976 2022/07/26 23:07:45 - mmengine - INFO - Epoch(train) [14][3220/3757] lr: 9.8719e-03 eta: 2 days, 20:15:08 time: 0.3917 data_time: 0.0157 memory: 17007 grad_norm: 4.3337 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.1418 loss: 3.1418 2022/07/26 23:07:53 - mmengine - INFO - Epoch(train) [14][3240/3757] lr: 9.8719e-03 eta: 2 days, 20:14:59 time: 0.3910 data_time: 0.0156 memory: 17007 grad_norm: 4.4165 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4335 loss: 3.4335 2022/07/26 23:08:01 - mmengine - INFO - Epoch(train) [14][3260/3757] lr: 9.8719e-03 eta: 2 days, 20:14:51 time: 0.3942 data_time: 0.0158 memory: 17007 grad_norm: 4.5775 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.1840 loss: 3.1840 2022/07/26 23:08:09 - mmengine - INFO - Epoch(train) [14][3280/3757] lr: 9.8719e-03 eta: 2 days, 20:14:45 time: 0.3984 data_time: 0.0157 memory: 17007 grad_norm: 4.5687 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4496 loss: 3.4496 2022/07/26 23:08:16 - mmengine - INFO - Epoch(train) [14][3300/3757] lr: 9.8719e-03 eta: 2 days, 20:14:36 time: 0.3908 data_time: 0.0147 memory: 17007 grad_norm: 4.3893 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2761 loss: 3.2761 2022/07/26 23:08:24 - mmengine - INFO - Epoch(train) [14][3320/3757] lr: 9.8719e-03 eta: 2 days, 20:14:28 time: 0.3923 data_time: 0.0163 memory: 17007 grad_norm: 4.4505 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.3736 loss: 3.3736 2022/07/26 23:08:32 - mmengine - INFO - Epoch(train) [14][3340/3757] lr: 9.8719e-03 eta: 2 days, 20:14:19 time: 0.3908 data_time: 0.0139 memory: 17007 grad_norm: 4.5488 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.3732 loss: 3.3732 2022/07/26 23:08:40 - mmengine - INFO - Epoch(train) [14][3360/3757] lr: 9.8719e-03 eta: 2 days, 20:14:12 time: 0.3937 data_time: 0.0168 memory: 17007 grad_norm: 4.4496 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3638 loss: 3.3638 2022/07/26 23:08:48 - mmengine - INFO - Epoch(train) [14][3380/3757] lr: 9.8719e-03 eta: 2 days, 20:14:04 time: 0.3935 data_time: 0.0158 memory: 17007 grad_norm: 4.4665 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5262 loss: 3.5262 2022/07/26 23:08:56 - mmengine - INFO - Epoch(train) [14][3400/3757] lr: 9.8719e-03 eta: 2 days, 20:13:56 time: 0.3946 data_time: 0.0164 memory: 17007 grad_norm: 4.6873 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4073 loss: 3.4073 2022/07/26 23:09:03 - mmengine - INFO - Epoch(train) [14][3420/3757] lr: 9.8719e-03 eta: 2 days, 20:13:47 time: 0.3900 data_time: 0.0133 memory: 17007 grad_norm: 4.4034 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2456 loss: 3.2456 2022/07/26 23:09:11 - mmengine - INFO - Epoch(train) [14][3440/3757] lr: 9.8719e-03 eta: 2 days, 20:13:39 time: 0.3938 data_time: 0.0170 memory: 17007 grad_norm: 4.5712 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.4405 loss: 3.4405 2022/07/26 23:09:19 - mmengine - INFO - Epoch(train) [14][3460/3757] lr: 9.8719e-03 eta: 2 days, 20:13:31 time: 0.3922 data_time: 0.0151 memory: 17007 grad_norm: 4.4700 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.3750 loss: 3.3750 2022/07/26 23:09:27 - mmengine - INFO - Epoch(train) [14][3480/3757] lr: 9.8719e-03 eta: 2 days, 20:13:23 time: 0.3909 data_time: 0.0153 memory: 17007 grad_norm: 4.4627 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.6198 loss: 3.6198 2022/07/26 23:09:35 - mmengine - INFO - Epoch(train) [14][3500/3757] lr: 9.8719e-03 eta: 2 days, 20:13:15 time: 0.3961 data_time: 0.0167 memory: 17007 grad_norm: 4.4763 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4302 loss: 3.4302 2022/07/26 23:09:43 - mmengine - INFO - Epoch(train) [14][3520/3757] lr: 9.8719e-03 eta: 2 days, 20:13:08 time: 0.3949 data_time: 0.0160 memory: 17007 grad_norm: 4.5072 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3937 loss: 3.3937 2022/07/26 23:09:51 - mmengine - INFO - Epoch(train) [14][3540/3757] lr: 9.8719e-03 eta: 2 days, 20:12:59 time: 0.3909 data_time: 0.0151 memory: 17007 grad_norm: 4.5036 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3483 loss: 3.3483 2022/07/26 23:09:59 - mmengine - INFO - Epoch(train) [14][3560/3757] lr: 9.8719e-03 eta: 2 days, 20:12:52 time: 0.3938 data_time: 0.0167 memory: 17007 grad_norm: 4.4434 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.3779 loss: 3.3779 2022/07/26 23:10:06 - mmengine - INFO - Epoch(train) [14][3580/3757] lr: 9.8719e-03 eta: 2 days, 20:12:42 time: 0.3889 data_time: 0.0150 memory: 17007 grad_norm: 4.4298 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6777 loss: 3.6777 2022/07/26 23:10:14 - mmengine - INFO - Epoch(train) [14][3600/3757] lr: 9.8719e-03 eta: 2 days, 20:12:35 time: 0.3933 data_time: 0.0169 memory: 17007 grad_norm: 4.5315 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.5204 loss: 3.5204 2022/07/26 23:10:22 - mmengine - INFO - Epoch(train) [14][3620/3757] lr: 9.8719e-03 eta: 2 days, 20:12:26 time: 0.3924 data_time: 0.0147 memory: 17007 grad_norm: 4.4960 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.4659 loss: 3.4659 2022/07/26 23:10:30 - mmengine - INFO - Epoch(train) [14][3640/3757] lr: 9.8719e-03 eta: 2 days, 20:12:19 time: 0.3946 data_time: 0.0175 memory: 17007 grad_norm: 4.4725 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2378 loss: 3.2378 2022/07/26 23:10:38 - mmengine - INFO - Epoch(train) [14][3660/3757] lr: 9.8719e-03 eta: 2 days, 20:12:10 time: 0.3912 data_time: 0.0152 memory: 17007 grad_norm: 4.4294 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0185 loss: 3.0185 2022/07/26 23:10:46 - mmengine - INFO - Epoch(train) [14][3680/3757] lr: 9.8719e-03 eta: 2 days, 20:12:02 time: 0.3903 data_time: 0.0151 memory: 17007 grad_norm: 4.6673 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0856 loss: 3.0856 2022/07/26 23:10:53 - mmengine - INFO - Epoch(train) [14][3700/3757] lr: 9.8719e-03 eta: 2 days, 20:11:54 time: 0.3928 data_time: 0.0155 memory: 17007 grad_norm: 4.4786 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2899 loss: 3.2899 2022/07/26 23:11:01 - mmengine - INFO - Epoch(train) [14][3720/3757] lr: 9.8719e-03 eta: 2 days, 20:11:45 time: 0.3923 data_time: 0.0160 memory: 17007 grad_norm: 4.3880 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2263 loss: 3.2263 2022/07/26 23:11:09 - mmengine - INFO - Epoch(train) [14][3740/3757] lr: 9.8719e-03 eta: 2 days, 20:11:38 time: 0.3942 data_time: 0.0150 memory: 17007 grad_norm: 4.4945 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5393 loss: 3.5393 2022/07/26 23:11:16 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 23:11:16 - mmengine - INFO - Epoch(train) [14][3757/3757] lr: 9.8719e-03 eta: 2 days, 20:11:38 time: 0.3883 data_time: 0.0164 memory: 17007 grad_norm: 4.5956 top1_acc: 0.5714 top5_acc: 0.7143 loss_cls: 3.6461 loss: 3.6461 2022/07/26 23:11:16 - mmengine - INFO - Saving checkpoint at 14 epochs 2022/07/26 23:11:27 - mmengine - INFO - Epoch(train) [15][20/3757] lr: 9.8515e-03 eta: 2 days, 20:10:18 time: 0.4534 data_time: 0.0775 memory: 17007 grad_norm: 4.6152 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.3895 loss: 3.3895 2022/07/26 23:11:35 - mmengine - INFO - Epoch(train) [15][40/3757] lr: 9.8515e-03 eta: 2 days, 20:10:11 time: 0.3984 data_time: 0.0161 memory: 17007 grad_norm: 4.5548 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3514 loss: 3.3514 2022/07/26 23:11:43 - mmengine - INFO - Epoch(train) [15][60/3757] lr: 9.8515e-03 eta: 2 days, 20:10:04 time: 0.3949 data_time: 0.0148 memory: 17007 grad_norm: 4.5299 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.6214 loss: 3.6214 2022/07/26 23:11:51 - mmengine - INFO - Epoch(train) [15][80/3757] lr: 9.8515e-03 eta: 2 days, 20:09:56 time: 0.3935 data_time: 0.0161 memory: 17007 grad_norm: 4.5172 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3520 loss: 3.3520 2022/07/26 23:11:59 - mmengine - INFO - Epoch(train) [15][100/3757] lr: 9.8515e-03 eta: 2 days, 20:09:47 time: 0.3916 data_time: 0.0151 memory: 17007 grad_norm: 4.4792 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0503 loss: 3.0503 2022/07/26 23:12:06 - mmengine - INFO - Epoch(train) [15][120/3757] lr: 9.8515e-03 eta: 2 days, 20:09:39 time: 0.3918 data_time: 0.0162 memory: 17007 grad_norm: 4.4313 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7211 loss: 3.7211 2022/07/26 23:12:14 - mmengine - INFO - Epoch(train) [15][140/3757] lr: 9.8515e-03 eta: 2 days, 20:09:31 time: 0.3927 data_time: 0.0150 memory: 17007 grad_norm: 4.4919 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4687 loss: 3.4687 2022/07/26 23:12:22 - mmengine - INFO - Epoch(train) [15][160/3757] lr: 9.8515e-03 eta: 2 days, 20:09:23 time: 0.3937 data_time: 0.0169 memory: 17007 grad_norm: 4.4929 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2475 loss: 3.2475 2022/07/26 23:12:30 - mmengine - INFO - Epoch(train) [15][180/3757] lr: 9.8515e-03 eta: 2 days, 20:09:15 time: 0.3938 data_time: 0.0161 memory: 17007 grad_norm: 4.4885 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2182 loss: 3.2182 2022/07/26 23:12:38 - mmengine - INFO - Epoch(train) [15][200/3757] lr: 9.8515e-03 eta: 2 days, 20:09:07 time: 0.3917 data_time: 0.0156 memory: 17007 grad_norm: 4.5133 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.5356 loss: 3.5356 2022/07/26 23:12:46 - mmengine - INFO - Epoch(train) [15][220/3757] lr: 9.8515e-03 eta: 2 days, 20:08:59 time: 0.3922 data_time: 0.0162 memory: 17007 grad_norm: 4.4682 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3164 loss: 3.3164 2022/07/26 23:12:54 - mmengine - INFO - Epoch(train) [15][240/3757] lr: 9.8515e-03 eta: 2 days, 20:08:51 time: 0.3918 data_time: 0.0155 memory: 17007 grad_norm: 4.3574 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3600 loss: 3.3600 2022/07/26 23:13:01 - mmengine - INFO - Epoch(train) [15][260/3757] lr: 9.8515e-03 eta: 2 days, 20:08:43 time: 0.3932 data_time: 0.0166 memory: 17007 grad_norm: 4.4398 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.4433 loss: 3.4433 2022/07/26 23:13:09 - mmengine - INFO - Epoch(train) [15][280/3757] lr: 9.8515e-03 eta: 2 days, 20:08:35 time: 0.3951 data_time: 0.0167 memory: 17007 grad_norm: 4.5297 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.0573 loss: 3.0573 2022/07/26 23:13:17 - mmengine - INFO - Epoch(train) [15][300/3757] lr: 9.8515e-03 eta: 2 days, 20:08:26 time: 0.3898 data_time: 0.0151 memory: 17007 grad_norm: 4.4267 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1246 loss: 3.1246 2022/07/26 23:13:25 - mmengine - INFO - Epoch(train) [15][320/3757] lr: 9.8515e-03 eta: 2 days, 20:08:19 time: 0.3938 data_time: 0.0171 memory: 17007 grad_norm: 4.5741 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0230 loss: 3.0230 2022/07/26 23:13:33 - mmengine - INFO - Epoch(train) [15][340/3757] lr: 9.8515e-03 eta: 2 days, 20:08:11 time: 0.3927 data_time: 0.0163 memory: 17007 grad_norm: 4.4210 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2279 loss: 3.2279 2022/07/26 23:13:41 - mmengine - INFO - Epoch(train) [15][360/3757] lr: 9.8515e-03 eta: 2 days, 20:08:03 time: 0.3932 data_time: 0.0170 memory: 17007 grad_norm: 4.5659 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0313 loss: 3.0313 2022/07/26 23:13:49 - mmengine - INFO - Epoch(train) [15][380/3757] lr: 9.8515e-03 eta: 2 days, 20:07:54 time: 0.3922 data_time: 0.0158 memory: 17007 grad_norm: 4.5000 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2846 loss: 3.2846 2022/07/26 23:13:56 - mmengine - INFO - Epoch(train) [15][400/3757] lr: 9.8515e-03 eta: 2 days, 20:07:46 time: 0.3913 data_time: 0.0170 memory: 17007 grad_norm: 4.4832 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1198 loss: 3.1198 2022/07/26 23:13:57 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 23:14:04 - mmengine - INFO - Epoch(train) [15][420/3757] lr: 9.8515e-03 eta: 2 days, 20:07:38 time: 0.3946 data_time: 0.0158 memory: 17007 grad_norm: 4.5657 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2695 loss: 3.2695 2022/07/26 23:14:12 - mmengine - INFO - Epoch(train) [15][440/3757] lr: 9.8515e-03 eta: 2 days, 20:07:30 time: 0.3925 data_time: 0.0168 memory: 17007 grad_norm: 4.4394 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4066 loss: 3.4066 2022/07/26 23:14:20 - mmengine - INFO - Epoch(train) [15][460/3757] lr: 9.8515e-03 eta: 2 days, 20:07:22 time: 0.3925 data_time: 0.0164 memory: 17007 grad_norm: 4.5618 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3351 loss: 3.3351 2022/07/26 23:14:28 - mmengine - INFO - Epoch(train) [15][480/3757] lr: 9.8515e-03 eta: 2 days, 20:07:14 time: 0.3914 data_time: 0.0157 memory: 17007 grad_norm: 4.6091 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6318 loss: 3.6318 2022/07/26 23:14:36 - mmengine - INFO - Epoch(train) [15][500/3757] lr: 9.8515e-03 eta: 2 days, 20:07:06 time: 0.3920 data_time: 0.0153 memory: 17007 grad_norm: 4.4387 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3475 loss: 3.3475 2022/07/26 23:14:43 - mmengine - INFO - Epoch(train) [15][520/3757] lr: 9.8515e-03 eta: 2 days, 20:06:57 time: 0.3922 data_time: 0.0168 memory: 17007 grad_norm: 4.6458 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4115 loss: 3.4115 2022/07/26 23:14:51 - mmengine - INFO - Epoch(train) [15][540/3757] lr: 9.8515e-03 eta: 2 days, 20:06:49 time: 0.3930 data_time: 0.0167 memory: 17007 grad_norm: 4.3635 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2570 loss: 3.2570 2022/07/26 23:14:59 - mmengine - INFO - Epoch(train) [15][560/3757] lr: 9.8515e-03 eta: 2 days, 20:06:41 time: 0.3910 data_time: 0.0159 memory: 17007 grad_norm: 4.4955 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4870 loss: 3.4870 2022/07/26 23:15:07 - mmengine - INFO - Epoch(train) [15][580/3757] lr: 9.8515e-03 eta: 2 days, 20:06:33 time: 0.3914 data_time: 0.0158 memory: 17007 grad_norm: 4.4990 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2527 loss: 3.2527 2022/07/26 23:15:15 - mmengine - INFO - Epoch(train) [15][600/3757] lr: 9.8515e-03 eta: 2 days, 20:06:24 time: 0.3921 data_time: 0.0159 memory: 17007 grad_norm: 4.5759 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.1641 loss: 3.1641 2022/07/26 23:15:23 - mmengine - INFO - Epoch(train) [15][620/3757] lr: 9.8515e-03 eta: 2 days, 20:06:16 time: 0.3916 data_time: 0.0162 memory: 17007 grad_norm: 4.5915 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4290 loss: 3.4290 2022/07/26 23:15:31 - mmengine - INFO - Epoch(train) [15][640/3757] lr: 9.8515e-03 eta: 2 days, 20:06:09 time: 0.3955 data_time: 0.0161 memory: 17007 grad_norm: 4.4791 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2719 loss: 3.2719 2022/07/26 23:15:39 - mmengine - INFO - Epoch(train) [15][660/3757] lr: 9.8515e-03 eta: 2 days, 20:06:02 time: 0.3976 data_time: 0.0160 memory: 17007 grad_norm: 4.6846 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3945 loss: 3.3945 2022/07/26 23:15:46 - mmengine - INFO - Epoch(train) [15][680/3757] lr: 9.8515e-03 eta: 2 days, 20:05:54 time: 0.3925 data_time: 0.0164 memory: 17007 grad_norm: 4.6243 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4639 loss: 3.4639 2022/07/26 23:15:54 - mmengine - INFO - Epoch(train) [15][700/3757] lr: 9.8515e-03 eta: 2 days, 20:05:46 time: 0.3923 data_time: 0.0155 memory: 17007 grad_norm: 4.5747 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.4986 loss: 3.4986 2022/07/26 23:16:02 - mmengine - INFO - Epoch(train) [15][720/3757] lr: 9.8515e-03 eta: 2 days, 20:05:38 time: 0.3933 data_time: 0.0160 memory: 17007 grad_norm: 4.4600 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4799 loss: 3.4799 2022/07/26 23:16:10 - mmengine - INFO - Epoch(train) [15][740/3757] lr: 9.8515e-03 eta: 2 days, 20:05:30 time: 0.3927 data_time: 0.0164 memory: 17007 grad_norm: 4.5299 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.2407 loss: 3.2407 2022/07/26 23:16:18 - mmengine - INFO - Epoch(train) [15][760/3757] lr: 9.8515e-03 eta: 2 days, 20:05:21 time: 0.3903 data_time: 0.0141 memory: 17007 grad_norm: 4.6271 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0456 loss: 3.0456 2022/07/26 23:16:26 - mmengine - INFO - Epoch(train) [15][780/3757] lr: 9.8515e-03 eta: 2 days, 20:05:13 time: 0.3912 data_time: 0.0162 memory: 17007 grad_norm: 4.6859 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.3721 loss: 3.3721 2022/07/26 23:16:33 - mmengine - INFO - Epoch(train) [15][800/3757] lr: 9.8515e-03 eta: 2 days, 20:05:05 time: 0.3930 data_time: 0.0165 memory: 17007 grad_norm: 4.6544 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3077 loss: 3.3077 2022/07/26 23:16:41 - mmengine - INFO - Epoch(train) [15][820/3757] lr: 9.8515e-03 eta: 2 days, 20:04:57 time: 0.3928 data_time: 0.0165 memory: 17007 grad_norm: 4.6155 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2769 loss: 3.2769 2022/07/26 23:16:49 - mmengine - INFO - Epoch(train) [15][840/3757] lr: 9.8515e-03 eta: 2 days, 20:04:48 time: 0.3904 data_time: 0.0161 memory: 17007 grad_norm: 4.7424 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4302 loss: 3.4302 2022/07/26 23:16:57 - mmengine - INFO - Epoch(train) [15][860/3757] lr: 9.8515e-03 eta: 2 days, 20:04:39 time: 0.3908 data_time: 0.0151 memory: 17007 grad_norm: 4.4615 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3539 loss: 3.3539 2022/07/26 23:17:05 - mmengine - INFO - Epoch(train) [15][880/3757] lr: 9.8515e-03 eta: 2 days, 20:04:34 time: 0.4031 data_time: 0.0170 memory: 17007 grad_norm: 4.4978 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2467 loss: 3.2467 2022/07/26 23:17:13 - mmengine - INFO - Epoch(train) [15][900/3757] lr: 9.8515e-03 eta: 2 days, 20:04:26 time: 0.3924 data_time: 0.0157 memory: 17007 grad_norm: 4.5168 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2399 loss: 3.2399 2022/07/26 23:17:21 - mmengine - INFO - Epoch(train) [15][920/3757] lr: 9.8515e-03 eta: 2 days, 20:04:19 time: 0.3992 data_time: 0.0176 memory: 17007 grad_norm: 4.7984 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2665 loss: 3.2665 2022/07/26 23:17:29 - mmengine - INFO - Epoch(train) [15][940/3757] lr: 9.8515e-03 eta: 2 days, 20:04:11 time: 0.3926 data_time: 0.0166 memory: 17007 grad_norm: 6.1309 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4500 loss: 3.4500 2022/07/26 23:17:37 - mmengine - INFO - Epoch(train) [15][960/3757] lr: 9.8515e-03 eta: 2 days, 20:04:03 time: 0.3921 data_time: 0.0161 memory: 17007 grad_norm: 4.8601 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.6970 loss: 3.6970 2022/07/26 23:17:45 - mmengine - INFO - Epoch(train) [15][980/3757] lr: 9.8515e-03 eta: 2 days, 20:03:57 time: 0.4026 data_time: 0.0164 memory: 17007 grad_norm: 4.9067 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4784 loss: 3.4784 2022/07/26 23:17:53 - mmengine - INFO - Epoch(train) [15][1000/3757] lr: 9.8515e-03 eta: 2 days, 20:03:50 time: 0.3962 data_time: 0.0171 memory: 17007 grad_norm: 4.6394 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2755 loss: 3.2755 2022/07/26 23:18:01 - mmengine - INFO - Epoch(train) [15][1020/3757] lr: 9.8515e-03 eta: 2 days, 20:03:44 time: 0.4039 data_time: 0.0165 memory: 17007 grad_norm: 4.6680 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.5064 loss: 3.5064 2022/07/26 23:18:09 - mmengine - INFO - Epoch(train) [15][1040/3757] lr: 9.8515e-03 eta: 2 days, 20:03:43 time: 0.4198 data_time: 0.0174 memory: 17007 grad_norm: 4.6068 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.6234 loss: 3.6234 2022/07/26 23:18:17 - mmengine - INFO - Epoch(train) [15][1060/3757] lr: 9.8515e-03 eta: 2 days, 20:03:34 time: 0.3895 data_time: 0.0151 memory: 17007 grad_norm: 4.5863 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2870 loss: 3.2870 2022/07/26 23:18:25 - mmengine - INFO - Epoch(train) [15][1080/3757] lr: 9.8515e-03 eta: 2 days, 20:03:27 time: 0.3981 data_time: 0.0155 memory: 17007 grad_norm: 4.7747 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5439 loss: 3.5439 2022/07/26 23:18:33 - mmengine - INFO - Epoch(train) [15][1100/3757] lr: 9.8515e-03 eta: 2 days, 20:03:19 time: 0.3936 data_time: 0.0162 memory: 17007 grad_norm: 4.8271 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0774 loss: 3.0774 2022/07/26 23:18:41 - mmengine - INFO - Epoch(train) [15][1120/3757] lr: 9.8515e-03 eta: 2 days, 20:03:14 time: 0.4061 data_time: 0.0168 memory: 17007 grad_norm: 4.7427 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3662 loss: 3.3662 2022/07/26 23:18:49 - mmengine - INFO - Epoch(train) [15][1140/3757] lr: 9.8515e-03 eta: 2 days, 20:03:06 time: 0.3923 data_time: 0.0153 memory: 17007 grad_norm: 4.6277 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3991 loss: 3.3991 2022/07/26 23:18:56 - mmengine - INFO - Epoch(train) [15][1160/3757] lr: 9.8515e-03 eta: 2 days, 20:02:58 time: 0.3925 data_time: 0.0165 memory: 17007 grad_norm: 4.5854 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3648 loss: 3.3648 2022/07/26 23:19:05 - mmengine - INFO - Epoch(train) [15][1180/3757] lr: 9.8515e-03 eta: 2 days, 20:02:53 time: 0.4074 data_time: 0.0159 memory: 17007 grad_norm: 4.6987 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5823 loss: 3.5823 2022/07/26 23:19:12 - mmengine - INFO - Epoch(train) [15][1200/3757] lr: 9.8515e-03 eta: 2 days, 20:02:45 time: 0.3926 data_time: 0.0154 memory: 17007 grad_norm: 4.6912 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2782 loss: 3.2782 2022/07/26 23:19:20 - mmengine - INFO - Epoch(train) [15][1220/3757] lr: 9.8515e-03 eta: 2 days, 20:02:37 time: 0.3939 data_time: 0.0154 memory: 17007 grad_norm: 4.6246 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1026 loss: 3.1026 2022/07/26 23:19:28 - mmengine - INFO - Epoch(train) [15][1240/3757] lr: 9.8515e-03 eta: 2 days, 20:02:29 time: 0.3924 data_time: 0.0169 memory: 17007 grad_norm: 4.4519 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3929 loss: 3.3929 2022/07/26 23:19:36 - mmengine - INFO - Epoch(train) [15][1260/3757] lr: 9.8515e-03 eta: 2 days, 20:02:21 time: 0.3915 data_time: 0.0150 memory: 17007 grad_norm: 4.5635 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.5208 loss: 3.5208 2022/07/26 23:19:44 - mmengine - INFO - Epoch(train) [15][1280/3757] lr: 9.8515e-03 eta: 2 days, 20:02:18 time: 0.4137 data_time: 0.0160 memory: 17007 grad_norm: 4.6884 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2099 loss: 3.2099 2022/07/26 23:19:52 - mmengine - INFO - Epoch(train) [15][1300/3757] lr: 9.8515e-03 eta: 2 days, 20:02:10 time: 0.3927 data_time: 0.0164 memory: 17007 grad_norm: 4.5382 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2984 loss: 3.2984 2022/07/26 23:20:00 - mmengine - INFO - Epoch(train) [15][1320/3757] lr: 9.8515e-03 eta: 2 days, 20:02:02 time: 0.3965 data_time: 0.0168 memory: 17007 grad_norm: 4.4426 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.3113 loss: 3.3113 2022/07/26 23:20:08 - mmengine - INFO - Epoch(train) [15][1340/3757] lr: 9.8515e-03 eta: 2 days, 20:01:54 time: 0.3906 data_time: 0.0149 memory: 17007 grad_norm: 4.3963 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.3767 loss: 3.3767 2022/07/26 23:20:16 - mmengine - INFO - Epoch(train) [15][1360/3757] lr: 9.8515e-03 eta: 2 days, 20:01:46 time: 0.3925 data_time: 0.0156 memory: 17007 grad_norm: 4.5623 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6865 loss: 3.6865 2022/07/26 23:20:24 - mmengine - INFO - Epoch(train) [15][1380/3757] lr: 9.8515e-03 eta: 2 days, 20:01:38 time: 0.3943 data_time: 0.0162 memory: 17007 grad_norm: 4.4641 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3294 loss: 3.3294 2022/07/26 23:20:31 - mmengine - INFO - Epoch(train) [15][1400/3757] lr: 9.8515e-03 eta: 2 days, 20:01:30 time: 0.3925 data_time: 0.0163 memory: 17007 grad_norm: 4.6847 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2853 loss: 3.2853 2022/07/26 23:20:32 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 23:20:40 - mmengine - INFO - Epoch(train) [15][1420/3757] lr: 9.8515e-03 eta: 2 days, 20:01:26 time: 0.4115 data_time: 0.0164 memory: 17007 grad_norm: 4.7907 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0611 loss: 3.0611 2022/07/26 23:20:48 - mmengine - INFO - Epoch(train) [15][1440/3757] lr: 9.8515e-03 eta: 2 days, 20:01:18 time: 0.3913 data_time: 0.0160 memory: 17007 grad_norm: 4.6034 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3140 loss: 3.3140 2022/07/26 23:20:55 - mmengine - INFO - Epoch(train) [15][1460/3757] lr: 9.8515e-03 eta: 2 days, 20:01:10 time: 0.3933 data_time: 0.0166 memory: 17007 grad_norm: 4.4947 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9926 loss: 2.9926 2022/07/26 23:21:04 - mmengine - INFO - Epoch(train) [15][1480/3757] lr: 9.8515e-03 eta: 2 days, 20:01:07 time: 0.4160 data_time: 0.0181 memory: 17007 grad_norm: 4.6334 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7891 loss: 3.7891 2022/07/26 23:21:12 - mmengine - INFO - Epoch(train) [15][1500/3757] lr: 9.8515e-03 eta: 2 days, 20:00:59 time: 0.3927 data_time: 0.0166 memory: 17007 grad_norm: 4.5452 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.5919 loss: 3.5919 2022/07/26 23:21:19 - mmengine - INFO - Epoch(train) [15][1520/3757] lr: 9.8515e-03 eta: 2 days, 20:00:51 time: 0.3925 data_time: 0.0164 memory: 17007 grad_norm: 4.5623 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4669 loss: 3.4669 2022/07/26 23:21:27 - mmengine - INFO - Epoch(train) [15][1540/3757] lr: 9.8515e-03 eta: 2 days, 20:00:42 time: 0.3900 data_time: 0.0160 memory: 17007 grad_norm: 4.7267 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.2007 loss: 3.2007 2022/07/26 23:21:35 - mmengine - INFO - Epoch(train) [15][1560/3757] lr: 9.8515e-03 eta: 2 days, 20:00:34 time: 0.3928 data_time: 0.0165 memory: 17007 grad_norm: 4.6241 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5329 loss: 3.5329 2022/07/26 23:21:43 - mmengine - INFO - Epoch(train) [15][1580/3757] lr: 9.8515e-03 eta: 2 days, 20:00:26 time: 0.3931 data_time: 0.0146 memory: 17007 grad_norm: 4.7755 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.8359 loss: 3.8359 2022/07/26 23:21:51 - mmengine - INFO - Epoch(train) [15][1600/3757] lr: 9.8515e-03 eta: 2 days, 20:00:18 time: 0.3938 data_time: 0.0165 memory: 17007 grad_norm: 4.6326 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2537 loss: 3.2537 2022/07/26 23:21:59 - mmengine - INFO - Epoch(train) [15][1620/3757] lr: 9.8515e-03 eta: 2 days, 20:00:10 time: 0.3910 data_time: 0.0152 memory: 17007 grad_norm: 4.6627 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5081 loss: 3.5081 2022/07/26 23:22:06 - mmengine - INFO - Epoch(train) [15][1640/3757] lr: 9.8515e-03 eta: 2 days, 20:00:02 time: 0.3924 data_time: 0.0161 memory: 17007 grad_norm: 4.6665 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3813 loss: 3.3813 2022/07/26 23:22:14 - mmengine - INFO - Epoch(train) [15][1660/3757] lr: 9.8515e-03 eta: 2 days, 19:59:54 time: 0.3936 data_time: 0.0161 memory: 17007 grad_norm: 4.6317 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1720 loss: 3.1720 2022/07/26 23:22:22 - mmengine - INFO - Epoch(train) [15][1680/3757] lr: 9.8515e-03 eta: 2 days, 19:59:46 time: 0.3914 data_time: 0.0157 memory: 17007 grad_norm: 4.7125 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4449 loss: 3.4449 2022/07/26 23:22:30 - mmengine - INFO - Epoch(train) [15][1700/3757] lr: 9.8515e-03 eta: 2 days, 19:59:37 time: 0.3919 data_time: 0.0153 memory: 17007 grad_norm: 4.6093 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0557 loss: 3.0557 2022/07/26 23:22:38 - mmengine - INFO - Epoch(train) [15][1720/3757] lr: 9.8515e-03 eta: 2 days, 19:59:29 time: 0.3909 data_time: 0.0157 memory: 17007 grad_norm: 4.6645 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2996 loss: 3.2996 2022/07/26 23:22:46 - mmengine - INFO - Epoch(train) [15][1740/3757] lr: 9.8515e-03 eta: 2 days, 19:59:21 time: 0.3943 data_time: 0.0159 memory: 17007 grad_norm: 4.5719 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3302 loss: 3.3302 2022/07/26 23:22:54 - mmengine - INFO - Epoch(train) [15][1760/3757] lr: 9.8515e-03 eta: 2 days, 19:59:13 time: 0.3919 data_time: 0.0160 memory: 17007 grad_norm: 4.5471 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3184 loss: 3.3184 2022/07/26 23:23:01 - mmengine - INFO - Epoch(train) [15][1780/3757] lr: 9.8515e-03 eta: 2 days, 19:59:04 time: 0.3911 data_time: 0.0149 memory: 17007 grad_norm: 4.6262 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2905 loss: 3.2905 2022/07/26 23:23:09 - mmengine - INFO - Epoch(train) [15][1800/3757] lr: 9.8515e-03 eta: 2 days, 19:58:58 time: 0.4006 data_time: 0.0164 memory: 17007 grad_norm: 4.5496 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2797 loss: 3.2797 2022/07/26 23:23:17 - mmengine - INFO - Epoch(train) [15][1820/3757] lr: 9.8515e-03 eta: 2 days, 19:58:50 time: 0.3915 data_time: 0.0156 memory: 17007 grad_norm: 4.6973 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4692 loss: 3.4692 2022/07/26 23:23:25 - mmengine - INFO - Epoch(train) [15][1840/3757] lr: 9.8515e-03 eta: 2 days, 19:58:42 time: 0.3919 data_time: 0.0153 memory: 17007 grad_norm: 4.6144 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.3440 loss: 3.3440 2022/07/26 23:23:33 - mmengine - INFO - Epoch(train) [15][1860/3757] lr: 9.8515e-03 eta: 2 days, 19:58:33 time: 0.3912 data_time: 0.0146 memory: 17007 grad_norm: 4.6485 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2013 loss: 3.2013 2022/07/26 23:23:41 - mmengine - INFO - Epoch(train) [15][1880/3757] lr: 9.8515e-03 eta: 2 days, 19:58:26 time: 0.3951 data_time: 0.0157 memory: 17007 grad_norm: 4.6653 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5809 loss: 3.5809 2022/07/26 23:23:49 - mmengine - INFO - Epoch(train) [15][1900/3757] lr: 9.8515e-03 eta: 2 days, 19:58:17 time: 0.3904 data_time: 0.0143 memory: 17007 grad_norm: 4.7505 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3294 loss: 3.3294 2022/07/26 23:23:56 - mmengine - INFO - Epoch(train) [15][1920/3757] lr: 9.8515e-03 eta: 2 days, 19:58:09 time: 0.3918 data_time: 0.0160 memory: 17007 grad_norm: 4.5538 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1139 loss: 3.1139 2022/07/26 23:24:04 - mmengine - INFO - Epoch(train) [15][1940/3757] lr: 9.8515e-03 eta: 2 days, 19:58:01 time: 0.3927 data_time: 0.0158 memory: 17007 grad_norm: 4.7910 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3109 loss: 3.3109 2022/07/26 23:24:12 - mmengine - INFO - Epoch(train) [15][1960/3757] lr: 9.8515e-03 eta: 2 days, 19:57:53 time: 0.3951 data_time: 0.0165 memory: 17007 grad_norm: 4.7081 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4785 loss: 3.4785 2022/07/26 23:24:20 - mmengine - INFO - Epoch(train) [15][1980/3757] lr: 9.8515e-03 eta: 2 days, 19:57:45 time: 0.3917 data_time: 0.0154 memory: 17007 grad_norm: 4.7284 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.3217 loss: 3.3217 2022/07/26 23:24:28 - mmengine - INFO - Epoch(train) [15][2000/3757] lr: 9.8515e-03 eta: 2 days, 19:57:36 time: 0.3908 data_time: 0.0155 memory: 17007 grad_norm: 4.7893 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.5017 loss: 3.5017 2022/07/26 23:24:36 - mmengine - INFO - Epoch(train) [15][2020/3757] lr: 9.8515e-03 eta: 2 days, 19:57:28 time: 0.3916 data_time: 0.0156 memory: 17007 grad_norm: 4.6789 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3767 loss: 3.3767 2022/07/26 23:24:44 - mmengine - INFO - Epoch(train) [15][2040/3757] lr: 9.8515e-03 eta: 2 days, 19:57:20 time: 0.3936 data_time: 0.0159 memory: 17007 grad_norm: 4.5254 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4787 loss: 3.4787 2022/07/26 23:24:51 - mmengine - INFO - Epoch(train) [15][2060/3757] lr: 9.8515e-03 eta: 2 days, 19:57:13 time: 0.3950 data_time: 0.0165 memory: 17007 grad_norm: 4.6918 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3312 loss: 3.3312 2022/07/26 23:24:59 - mmengine - INFO - Epoch(train) [15][2080/3757] lr: 9.8515e-03 eta: 2 days, 19:57:05 time: 0.3931 data_time: 0.0161 memory: 17007 grad_norm: 4.6422 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3742 loss: 3.3742 2022/07/26 23:25:07 - mmengine - INFO - Epoch(train) [15][2100/3757] lr: 9.8515e-03 eta: 2 days, 19:56:56 time: 0.3901 data_time: 0.0149 memory: 17007 grad_norm: 4.7270 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.4196 loss: 3.4196 2022/07/26 23:25:15 - mmengine - INFO - Epoch(train) [15][2120/3757] lr: 9.8515e-03 eta: 2 days, 19:56:48 time: 0.3922 data_time: 0.0164 memory: 17007 grad_norm: 4.5677 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5990 loss: 3.5990 2022/07/26 23:25:23 - mmengine - INFO - Epoch(train) [15][2140/3757] lr: 9.8515e-03 eta: 2 days, 19:56:42 time: 0.4008 data_time: 0.0158 memory: 17007 grad_norm: 4.4987 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.5469 loss: 3.5469 2022/07/26 23:25:31 - mmengine - INFO - Epoch(train) [15][2160/3757] lr: 9.8515e-03 eta: 2 days, 19:56:34 time: 0.3932 data_time: 0.0158 memory: 17007 grad_norm: 4.5881 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.2628 loss: 3.2628 2022/07/26 23:25:39 - mmengine - INFO - Epoch(train) [15][2180/3757] lr: 9.8515e-03 eta: 2 days, 19:56:25 time: 0.3913 data_time: 0.0157 memory: 17007 grad_norm: 4.7095 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.3144 loss: 3.3144 2022/07/26 23:25:47 - mmengine - INFO - Epoch(train) [15][2200/3757] lr: 9.8515e-03 eta: 2 days, 19:56:20 time: 0.4060 data_time: 0.0166 memory: 17007 grad_norm: 4.6193 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5051 loss: 3.5051 2022/07/26 23:25:55 - mmengine - INFO - Epoch(train) [15][2220/3757] lr: 9.8515e-03 eta: 2 days, 19:56:12 time: 0.3922 data_time: 0.0155 memory: 17007 grad_norm: 4.8629 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.6305 loss: 3.6305 2022/07/26 23:26:03 - mmengine - INFO - Epoch(train) [15][2240/3757] lr: 9.8515e-03 eta: 2 days, 19:56:07 time: 0.4062 data_time: 0.0160 memory: 17007 grad_norm: 4.6782 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4980 loss: 3.4980 2022/07/26 23:26:11 - mmengine - INFO - Epoch(train) [15][2260/3757] lr: 9.8515e-03 eta: 2 days, 19:56:00 time: 0.3965 data_time: 0.0157 memory: 17007 grad_norm: 4.7721 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3683 loss: 3.3683 2022/07/26 23:26:19 - mmengine - INFO - Epoch(train) [15][2280/3757] lr: 9.8515e-03 eta: 2 days, 19:55:52 time: 0.3912 data_time: 0.0155 memory: 17007 grad_norm: 4.8052 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2089 loss: 3.2089 2022/07/26 23:26:27 - mmengine - INFO - Epoch(train) [15][2300/3757] lr: 9.8515e-03 eta: 2 days, 19:55:46 time: 0.4046 data_time: 0.0156 memory: 17007 grad_norm: 4.8489 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2554 loss: 3.2554 2022/07/26 23:26:35 - mmengine - INFO - Epoch(train) [15][2320/3757] lr: 9.8515e-03 eta: 2 days, 19:55:38 time: 0.3922 data_time: 0.0160 memory: 17007 grad_norm: 4.8895 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3260 loss: 3.3260 2022/07/26 23:26:42 - mmengine - INFO - Epoch(train) [15][2340/3757] lr: 9.8515e-03 eta: 2 days, 19:55:31 time: 0.3970 data_time: 0.0157 memory: 17007 grad_norm: 4.6636 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2207 loss: 3.2207 2022/07/26 23:26:50 - mmengine - INFO - Epoch(train) [15][2360/3757] lr: 9.8515e-03 eta: 2 days, 19:55:23 time: 0.3929 data_time: 0.0164 memory: 17007 grad_norm: 4.5464 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3819 loss: 3.3819 2022/07/26 23:26:58 - mmengine - INFO - Epoch(train) [15][2380/3757] lr: 9.8515e-03 eta: 2 days, 19:55:15 time: 0.3921 data_time: 0.0156 memory: 17007 grad_norm: 4.4994 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.4010 loss: 3.4010 2022/07/26 23:27:06 - mmengine - INFO - Epoch(train) [15][2400/3757] lr: 9.8515e-03 eta: 2 days, 19:55:07 time: 0.3931 data_time: 0.0161 memory: 17007 grad_norm: 4.4841 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2653 loss: 3.2653 2022/07/26 23:27:07 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 23:27:14 - mmengine - INFO - Epoch(train) [15][2420/3757] lr: 9.8515e-03 eta: 2 days, 19:54:58 time: 0.3910 data_time: 0.0143 memory: 17007 grad_norm: 4.6686 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5227 loss: 3.5227 2022/07/26 23:27:22 - mmengine - INFO - Epoch(train) [15][2440/3757] lr: 9.8515e-03 eta: 2 days, 19:54:50 time: 0.3922 data_time: 0.0166 memory: 17007 grad_norm: 4.7206 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1175 loss: 3.1175 2022/07/26 23:27:30 - mmengine - INFO - Epoch(train) [15][2460/3757] lr: 9.8515e-03 eta: 2 days, 19:54:42 time: 0.3913 data_time: 0.0159 memory: 17007 grad_norm: 4.6273 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0546 loss: 3.0546 2022/07/26 23:27:37 - mmengine - INFO - Epoch(train) [15][2480/3757] lr: 9.8515e-03 eta: 2 days, 19:54:33 time: 0.3916 data_time: 0.0156 memory: 17007 grad_norm: 4.7782 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6867 loss: 3.6867 2022/07/26 23:27:45 - mmengine - INFO - Epoch(train) [15][2500/3757] lr: 9.8515e-03 eta: 2 days, 19:54:27 time: 0.3983 data_time: 0.0171 memory: 17007 grad_norm: 4.6688 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 3.1339 loss: 3.1339 2022/07/26 23:27:53 - mmengine - INFO - Epoch(train) [15][2520/3757] lr: 9.8515e-03 eta: 2 days, 19:54:18 time: 0.3914 data_time: 0.0158 memory: 17007 grad_norm: 4.7638 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.4969 loss: 3.4969 2022/07/26 23:28:01 - mmengine - INFO - Epoch(train) [15][2540/3757] lr: 9.8515e-03 eta: 2 days, 19:54:11 time: 0.3946 data_time: 0.0164 memory: 17007 grad_norm: 4.7603 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1984 loss: 3.1984 2022/07/26 23:28:09 - mmengine - INFO - Epoch(train) [15][2560/3757] lr: 9.8515e-03 eta: 2 days, 19:54:03 time: 0.3929 data_time: 0.0166 memory: 17007 grad_norm: 4.6795 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4358 loss: 3.4358 2022/07/26 23:28:17 - mmengine - INFO - Epoch(train) [15][2580/3757] lr: 9.8515e-03 eta: 2 days, 19:53:54 time: 0.3908 data_time: 0.0153 memory: 17007 grad_norm: 4.6133 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.5092 loss: 3.5092 2022/07/26 23:28:25 - mmengine - INFO - Epoch(train) [15][2600/3757] lr: 9.8515e-03 eta: 2 days, 19:53:46 time: 0.3915 data_time: 0.0166 memory: 17007 grad_norm: 4.5744 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2642 loss: 3.2642 2022/07/26 23:28:32 - mmengine - INFO - Epoch(train) [15][2620/3757] lr: 9.8515e-03 eta: 2 days, 19:53:37 time: 0.3907 data_time: 0.0152 memory: 17007 grad_norm: 4.6810 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2309 loss: 3.2309 2022/07/26 23:28:41 - mmengine - INFO - Epoch(train) [15][2640/3757] lr: 9.8515e-03 eta: 2 days, 19:53:33 time: 0.4100 data_time: 0.0170 memory: 17007 grad_norm: 4.5598 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4456 loss: 3.4456 2022/07/26 23:28:48 - mmengine - INFO - Epoch(train) [15][2660/3757] lr: 9.8515e-03 eta: 2 days, 19:53:24 time: 0.3902 data_time: 0.0152 memory: 17007 grad_norm: 4.4908 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4398 loss: 3.4398 2022/07/26 23:28:56 - mmengine - INFO - Epoch(train) [15][2680/3757] lr: 9.8515e-03 eta: 2 days, 19:53:17 time: 0.3943 data_time: 0.0170 memory: 17007 grad_norm: 4.5226 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.5968 loss: 3.5968 2022/07/26 23:29:04 - mmengine - INFO - Epoch(train) [15][2700/3757] lr: 9.8515e-03 eta: 2 days, 19:53:10 time: 0.3992 data_time: 0.0155 memory: 17007 grad_norm: 4.5380 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1550 loss: 3.1550 2022/07/26 23:29:12 - mmengine - INFO - Epoch(train) [15][2720/3757] lr: 9.8515e-03 eta: 2 days, 19:53:02 time: 0.3929 data_time: 0.0159 memory: 17007 grad_norm: 4.5606 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2683 loss: 3.2683 2022/07/26 23:29:20 - mmengine - INFO - Epoch(train) [15][2740/3757] lr: 9.8515e-03 eta: 2 days, 19:52:54 time: 0.3917 data_time: 0.0159 memory: 17007 grad_norm: 4.6315 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4170 loss: 3.4170 2022/07/26 23:29:28 - mmengine - INFO - Epoch(train) [15][2760/3757] lr: 9.8515e-03 eta: 2 days, 19:52:45 time: 0.3902 data_time: 0.0156 memory: 17007 grad_norm: 4.7368 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1092 loss: 3.1092 2022/07/26 23:29:36 - mmengine - INFO - Epoch(train) [15][2780/3757] lr: 9.8515e-03 eta: 2 days, 19:52:37 time: 0.3927 data_time: 0.0156 memory: 17007 grad_norm: 5.5902 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.5164 loss: 3.5164 2022/07/26 23:29:43 - mmengine - INFO - Epoch(train) [15][2800/3757] lr: 9.8515e-03 eta: 2 days, 19:52:29 time: 0.3930 data_time: 0.0161 memory: 17007 grad_norm: 4.8175 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.4743 loss: 3.4743 2022/07/26 23:29:51 - mmengine - INFO - Epoch(train) [15][2820/3757] lr: 9.8515e-03 eta: 2 days, 19:52:22 time: 0.3978 data_time: 0.0152 memory: 17007 grad_norm: 4.8422 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1108 loss: 3.1108 2022/07/26 23:29:59 - mmengine - INFO - Epoch(train) [15][2840/3757] lr: 9.8515e-03 eta: 2 days, 19:52:14 time: 0.3909 data_time: 0.0155 memory: 17007 grad_norm: 4.9894 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2445 loss: 3.2445 2022/07/26 23:30:07 - mmengine - INFO - Epoch(train) [15][2860/3757] lr: 9.8515e-03 eta: 2 days, 19:52:05 time: 0.3917 data_time: 0.0162 memory: 17007 grad_norm: 5.0040 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6347 loss: 3.6347 2022/07/26 23:30:15 - mmengine - INFO - Epoch(train) [15][2880/3757] lr: 9.8515e-03 eta: 2 days, 19:52:00 time: 0.4054 data_time: 0.0159 memory: 17007 grad_norm: 4.7142 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 3.2006 loss: 3.2006 2022/07/26 23:30:23 - mmengine - INFO - Epoch(train) [15][2900/3757] lr: 9.8515e-03 eta: 2 days, 19:51:52 time: 0.3930 data_time: 0.0159 memory: 17007 grad_norm: 4.6411 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4865 loss: 3.4865 2022/07/26 23:30:31 - mmengine - INFO - Epoch(train) [15][2920/3757] lr: 9.8515e-03 eta: 2 days, 19:51:44 time: 0.3928 data_time: 0.0164 memory: 17007 grad_norm: 4.6982 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2501 loss: 3.2501 2022/07/26 23:30:39 - mmengine - INFO - Epoch(train) [15][2940/3757] lr: 9.8515e-03 eta: 2 days, 19:51:36 time: 0.3915 data_time: 0.0152 memory: 17007 grad_norm: 4.5410 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3124 loss: 3.3124 2022/07/26 23:30:47 - mmengine - INFO - Epoch(train) [15][2960/3757] lr: 9.8515e-03 eta: 2 days, 19:51:28 time: 0.3932 data_time: 0.0166 memory: 17007 grad_norm: 4.6546 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2153 loss: 3.2153 2022/07/26 23:30:54 - mmengine - INFO - Epoch(train) [15][2980/3757] lr: 9.8515e-03 eta: 2 days, 19:51:19 time: 0.3904 data_time: 0.0151 memory: 17007 grad_norm: 4.7263 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 3.1842 loss: 3.1842 2022/07/26 23:31:02 - mmengine - INFO - Epoch(train) [15][3000/3757] lr: 9.8515e-03 eta: 2 days, 19:51:13 time: 0.3994 data_time: 0.0173 memory: 17007 grad_norm: 4.7129 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3583 loss: 3.3583 2022/07/26 23:31:10 - mmengine - INFO - Epoch(train) [15][3020/3757] lr: 9.8515e-03 eta: 2 days, 19:51:04 time: 0.3919 data_time: 0.0151 memory: 17007 grad_norm: 4.7480 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2505 loss: 3.2505 2022/07/26 23:31:18 - mmengine - INFO - Epoch(train) [15][3040/3757] lr: 9.8515e-03 eta: 2 days, 19:50:56 time: 0.3908 data_time: 0.0154 memory: 17007 grad_norm: 4.7272 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9393 loss: 2.9393 2022/07/26 23:31:26 - mmengine - INFO - Epoch(train) [15][3060/3757] lr: 9.8515e-03 eta: 2 days, 19:50:50 time: 0.4003 data_time: 0.0155 memory: 17007 grad_norm: 4.7291 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.5554 loss: 3.5554 2022/07/26 23:31:34 - mmengine - INFO - Epoch(train) [15][3080/3757] lr: 9.8515e-03 eta: 2 days, 19:50:41 time: 0.3922 data_time: 0.0158 memory: 17007 grad_norm: 4.7239 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.3972 loss: 3.3972 2022/07/26 23:31:42 - mmengine - INFO - Epoch(train) [15][3100/3757] lr: 9.8515e-03 eta: 2 days, 19:50:36 time: 0.4048 data_time: 0.0166 memory: 17007 grad_norm: 4.8868 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1320 loss: 3.1320 2022/07/26 23:31:50 - mmengine - INFO - Epoch(train) [15][3120/3757] lr: 9.8515e-03 eta: 2 days, 19:50:27 time: 0.3902 data_time: 0.0148 memory: 17007 grad_norm: 4.8108 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.7013 loss: 3.7013 2022/07/26 23:31:58 - mmengine - INFO - Epoch(train) [15][3140/3757] lr: 9.8515e-03 eta: 2 days, 19:50:19 time: 0.3909 data_time: 0.0138 memory: 17007 grad_norm: 4.5569 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2779 loss: 3.2779 2022/07/26 23:32:06 - mmengine - INFO - Epoch(train) [15][3160/3757] lr: 9.8515e-03 eta: 2 days, 19:50:11 time: 0.3950 data_time: 0.0159 memory: 17007 grad_norm: 4.5299 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.6843 loss: 3.6843 2022/07/26 23:32:13 - mmengine - INFO - Epoch(train) [15][3180/3757] lr: 9.8515e-03 eta: 2 days, 19:50:03 time: 0.3933 data_time: 0.0170 memory: 17007 grad_norm: 4.5129 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.4594 loss: 3.4594 2022/07/26 23:32:21 - mmengine - INFO - Epoch(train) [15][3200/3757] lr: 9.8515e-03 eta: 2 days, 19:49:55 time: 0.3922 data_time: 0.0158 memory: 17007 grad_norm: 4.8806 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2563 loss: 3.2563 2022/07/26 23:32:29 - mmengine - INFO - Epoch(train) [15][3220/3757] lr: 9.8515e-03 eta: 2 days, 19:49:47 time: 0.3906 data_time: 0.0153 memory: 17007 grad_norm: 4.9228 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.6487 loss: 3.6487 2022/07/26 23:32:37 - mmengine - INFO - Epoch(train) [15][3240/3757] lr: 9.8515e-03 eta: 2 days, 19:49:39 time: 0.3950 data_time: 0.0163 memory: 17007 grad_norm: 4.7446 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.9372 loss: 2.9372 2022/07/26 23:32:45 - mmengine - INFO - Epoch(train) [15][3260/3757] lr: 9.8515e-03 eta: 2 days, 19:49:31 time: 0.3928 data_time: 0.0167 memory: 17007 grad_norm: 4.8084 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4598 loss: 3.4598 2022/07/26 23:32:53 - mmengine - INFO - Epoch(train) [15][3280/3757] lr: 9.8515e-03 eta: 2 days, 19:49:24 time: 0.3947 data_time: 0.0166 memory: 17007 grad_norm: 4.6665 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1998 loss: 3.1998 2022/07/26 23:33:01 - mmengine - INFO - Epoch(train) [15][3300/3757] lr: 9.8515e-03 eta: 2 days, 19:49:16 time: 0.3949 data_time: 0.0167 memory: 17007 grad_norm: 4.6453 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1652 loss: 3.1652 2022/07/26 23:33:09 - mmengine - INFO - Epoch(train) [15][3320/3757] lr: 9.8515e-03 eta: 2 days, 19:49:09 time: 0.3957 data_time: 0.0162 memory: 17007 grad_norm: 4.6447 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4087 loss: 3.4087 2022/07/26 23:33:16 - mmengine - INFO - Epoch(train) [15][3340/3757] lr: 9.8515e-03 eta: 2 days, 19:49:00 time: 0.3918 data_time: 0.0145 memory: 17007 grad_norm: 4.8248 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2626 loss: 3.2626 2022/07/26 23:33:24 - mmengine - INFO - Epoch(train) [15][3360/3757] lr: 9.8515e-03 eta: 2 days, 19:48:52 time: 0.3920 data_time: 0.0156 memory: 17007 grad_norm: 4.6417 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2136 loss: 3.2136 2022/07/26 23:33:32 - mmengine - INFO - Epoch(train) [15][3380/3757] lr: 9.8515e-03 eta: 2 days, 19:48:44 time: 0.3913 data_time: 0.0157 memory: 17007 grad_norm: 4.5537 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1278 loss: 3.1278 2022/07/26 23:33:40 - mmengine - INFO - Epoch(train) [15][3400/3757] lr: 9.8515e-03 eta: 2 days, 19:48:37 time: 0.3969 data_time: 0.0163 memory: 17007 grad_norm: 4.8198 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4338 loss: 3.4338 2022/07/26 23:33:41 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 23:33:48 - mmengine - INFO - Epoch(train) [15][3420/3757] lr: 9.8515e-03 eta: 2 days, 19:48:28 time: 0.3917 data_time: 0.0136 memory: 17007 grad_norm: 4.6766 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6202 loss: 3.6202 2022/07/26 23:33:56 - mmengine - INFO - Epoch(train) [15][3440/3757] lr: 9.8515e-03 eta: 2 days, 19:48:20 time: 0.3916 data_time: 0.0157 memory: 17007 grad_norm: 4.7745 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0887 loss: 3.0887 2022/07/26 23:34:04 - mmengine - INFO - Epoch(train) [15][3460/3757] lr: 9.8515e-03 eta: 2 days, 19:48:13 time: 0.3969 data_time: 0.0182 memory: 17007 grad_norm: 4.8109 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3843 loss: 3.3843 2022/07/26 23:34:11 - mmengine - INFO - Epoch(train) [15][3480/3757] lr: 9.8515e-03 eta: 2 days, 19:48:05 time: 0.3949 data_time: 0.0155 memory: 17007 grad_norm: 4.6245 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3313 loss: 3.3313 2022/07/26 23:34:19 - mmengine - INFO - Epoch(train) [15][3500/3757] lr: 9.8515e-03 eta: 2 days, 19:47:57 time: 0.3907 data_time: 0.0149 memory: 17007 grad_norm: 4.7655 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1205 loss: 3.1205 2022/07/26 23:34:27 - mmengine - INFO - Epoch(train) [15][3520/3757] lr: 9.8515e-03 eta: 2 days, 19:47:52 time: 0.4055 data_time: 0.0164 memory: 17007 grad_norm: 4.6780 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5330 loss: 3.5330 2022/07/26 23:34:35 - mmengine - INFO - Epoch(train) [15][3540/3757] lr: 9.8515e-03 eta: 2 days, 19:47:43 time: 0.3921 data_time: 0.0157 memory: 17007 grad_norm: 4.5786 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5791 loss: 3.5791 2022/07/26 23:34:43 - mmengine - INFO - Epoch(train) [15][3560/3757] lr: 9.8515e-03 eta: 2 days, 19:47:36 time: 0.3951 data_time: 0.0158 memory: 17007 grad_norm: 4.6411 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4301 loss: 3.4301 2022/07/26 23:34:51 - mmengine - INFO - Epoch(train) [15][3580/3757] lr: 9.8515e-03 eta: 2 days, 19:47:28 time: 0.3937 data_time: 0.0161 memory: 17007 grad_norm: 4.7997 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4535 loss: 3.4535 2022/07/26 23:34:59 - mmengine - INFO - Epoch(train) [15][3600/3757] lr: 9.8515e-03 eta: 2 days, 19:47:20 time: 0.3922 data_time: 0.0159 memory: 17007 grad_norm: 4.6942 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5095 loss: 3.5095 2022/07/26 23:35:07 - mmengine - INFO - Epoch(train) [15][3620/3757] lr: 9.8515e-03 eta: 2 days, 19:47:12 time: 0.3923 data_time: 0.0151 memory: 17007 grad_norm: 4.6950 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4022 loss: 3.4022 2022/07/26 23:35:15 - mmengine - INFO - Epoch(train) [15][3640/3757] lr: 9.8515e-03 eta: 2 days, 19:47:04 time: 0.3946 data_time: 0.0170 memory: 17007 grad_norm: 4.6427 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2810 loss: 3.2810 2022/07/26 23:35:22 - mmengine - INFO - Epoch(train) [15][3660/3757] lr: 9.8515e-03 eta: 2 days, 19:46:55 time: 0.3904 data_time: 0.0157 memory: 17007 grad_norm: 4.5813 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3961 loss: 3.3961 2022/07/26 23:35:30 - mmengine - INFO - Epoch(train) [15][3680/3757] lr: 9.8515e-03 eta: 2 days, 19:46:48 time: 0.3962 data_time: 0.0168 memory: 17007 grad_norm: 4.7698 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.4062 loss: 3.4062 2022/07/26 23:35:38 - mmengine - INFO - Epoch(train) [15][3700/3757] lr: 9.8515e-03 eta: 2 days, 19:46:40 time: 0.3914 data_time: 0.0156 memory: 17007 grad_norm: 4.5492 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1513 loss: 3.1513 2022/07/26 23:35:46 - mmengine - INFO - Epoch(train) [15][3720/3757] lr: 9.8515e-03 eta: 2 days, 19:46:32 time: 0.3925 data_time: 0.0159 memory: 17007 grad_norm: 4.6458 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9785 loss: 2.9785 2022/07/26 23:35:54 - mmengine - INFO - Epoch(train) [15][3740/3757] lr: 9.8515e-03 eta: 2 days, 19:46:23 time: 0.3919 data_time: 0.0138 memory: 17007 grad_norm: 4.5460 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.4641 loss: 3.4641 2022/07/26 23:36:01 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 23:36:01 - mmengine - INFO - Epoch(train) [15][3757/3757] lr: 9.8515e-03 eta: 2 days, 19:46:23 time: 0.4068 data_time: 0.0180 memory: 17007 grad_norm: 4.6368 top1_acc: 0.2857 top5_acc: 0.2857 loss_cls: 3.3952 loss: 3.3952 2022/07/26 23:36:01 - mmengine - INFO - Saving checkpoint at 15 epochs 2022/07/26 23:36:12 - mmengine - INFO - Epoch(train) [16][20/3757] lr: 9.8296e-03 eta: 2 days, 19:45:07 time: 0.4456 data_time: 0.0673 memory: 17007 grad_norm: 4.5863 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4926 loss: 3.4926 2022/07/26 23:36:20 - mmengine - INFO - Epoch(train) [16][40/3757] lr: 9.8296e-03 eta: 2 days, 19:44:59 time: 0.3947 data_time: 0.0176 memory: 17007 grad_norm: 4.7859 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0441 loss: 3.0441 2022/07/26 23:36:28 - mmengine - INFO - Epoch(train) [16][60/3757] lr: 9.8296e-03 eta: 2 days, 19:44:52 time: 0.3951 data_time: 0.0152 memory: 17007 grad_norm: 4.6973 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0912 loss: 3.0912 2022/07/26 23:36:36 - mmengine - INFO - Epoch(train) [16][80/3757] lr: 9.8296e-03 eta: 2 days, 19:44:43 time: 0.3922 data_time: 0.0157 memory: 17007 grad_norm: 4.6652 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.2117 loss: 3.2117 2022/07/26 23:36:43 - mmengine - INFO - Epoch(train) [16][100/3757] lr: 9.8296e-03 eta: 2 days, 19:44:37 time: 0.3980 data_time: 0.0146 memory: 17007 grad_norm: 4.8361 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3722 loss: 3.3722 2022/07/26 23:36:51 - mmengine - INFO - Epoch(train) [16][120/3757] lr: 9.8296e-03 eta: 2 days, 19:44:28 time: 0.3915 data_time: 0.0152 memory: 17007 grad_norm: 4.7941 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.5131 loss: 3.5131 2022/07/26 23:36:59 - mmengine - INFO - Epoch(train) [16][140/3757] lr: 9.8296e-03 eta: 2 days, 19:44:20 time: 0.3911 data_time: 0.0138 memory: 17007 grad_norm: 4.6720 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3125 loss: 3.3125 2022/07/26 23:37:07 - mmengine - INFO - Epoch(train) [16][160/3757] lr: 9.8296e-03 eta: 2 days, 19:44:12 time: 0.3945 data_time: 0.0170 memory: 17007 grad_norm: 4.5392 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1094 loss: 3.1094 2022/07/26 23:37:15 - mmengine - INFO - Epoch(train) [16][180/3757] lr: 9.8296e-03 eta: 2 days, 19:44:04 time: 0.3916 data_time: 0.0149 memory: 17007 grad_norm: 4.9187 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2388 loss: 3.2388 2022/07/26 23:37:23 - mmengine - INFO - Epoch(train) [16][200/3757] lr: 9.8296e-03 eta: 2 days, 19:43:56 time: 0.3915 data_time: 0.0159 memory: 17007 grad_norm: 4.8290 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4338 loss: 3.4338 2022/07/26 23:37:31 - mmengine - INFO - Epoch(train) [16][220/3757] lr: 9.8296e-03 eta: 2 days, 19:43:48 time: 0.3924 data_time: 0.0142 memory: 17007 grad_norm: 4.7488 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1795 loss: 3.1795 2022/07/26 23:37:38 - mmengine - INFO - Epoch(train) [16][240/3757] lr: 9.8296e-03 eta: 2 days, 19:43:39 time: 0.3914 data_time: 0.0156 memory: 17007 grad_norm: 4.6251 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3758 loss: 3.3758 2022/07/26 23:37:46 - mmengine - INFO - Epoch(train) [16][260/3757] lr: 9.8296e-03 eta: 2 days, 19:43:31 time: 0.3925 data_time: 0.0154 memory: 17007 grad_norm: 4.6053 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.6192 loss: 3.6192 2022/07/26 23:37:54 - mmengine - INFO - Epoch(train) [16][280/3757] lr: 9.8296e-03 eta: 2 days, 19:43:23 time: 0.3919 data_time: 0.0159 memory: 17007 grad_norm: 4.4770 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.0831 loss: 3.0831 2022/07/26 23:38:02 - mmengine - INFO - Epoch(train) [16][300/3757] lr: 9.8296e-03 eta: 2 days, 19:43:17 time: 0.4008 data_time: 0.0162 memory: 17007 grad_norm: 4.6872 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9484 loss: 2.9484 2022/07/26 23:38:10 - mmengine - INFO - Epoch(train) [16][320/3757] lr: 9.8296e-03 eta: 2 days, 19:43:08 time: 0.3912 data_time: 0.0159 memory: 17007 grad_norm: 4.8638 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0355 loss: 3.0355 2022/07/26 23:38:18 - mmengine - INFO - Epoch(train) [16][340/3757] lr: 9.8296e-03 eta: 2 days, 19:43:00 time: 0.3907 data_time: 0.0152 memory: 17007 grad_norm: 4.6882 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2057 loss: 3.2057 2022/07/26 23:38:26 - mmengine - INFO - Epoch(train) [16][360/3757] lr: 9.8296e-03 eta: 2 days, 19:42:52 time: 0.3952 data_time: 0.0164 memory: 17007 grad_norm: 4.8093 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1650 loss: 3.1650 2022/07/26 23:38:34 - mmengine - INFO - Epoch(train) [16][380/3757] lr: 9.8296e-03 eta: 2 days, 19:42:44 time: 0.3929 data_time: 0.0163 memory: 17007 grad_norm: 4.5339 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3033 loss: 3.3033 2022/07/26 23:38:41 - mmengine - INFO - Epoch(train) [16][400/3757] lr: 9.8296e-03 eta: 2 days, 19:42:37 time: 0.3939 data_time: 0.0164 memory: 17007 grad_norm: 4.7669 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.3994 loss: 3.3994 2022/07/26 23:38:49 - mmengine - INFO - Epoch(train) [16][420/3757] lr: 9.8296e-03 eta: 2 days, 19:42:28 time: 0.3901 data_time: 0.0147 memory: 17007 grad_norm: 4.5870 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1988 loss: 3.1988 2022/07/26 23:38:57 - mmengine - INFO - Epoch(train) [16][440/3757] lr: 9.8296e-03 eta: 2 days, 19:42:20 time: 0.3951 data_time: 0.0155 memory: 17007 grad_norm: 4.8077 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.4466 loss: 3.4466 2022/07/26 23:39:05 - mmengine - INFO - Epoch(train) [16][460/3757] lr: 9.8296e-03 eta: 2 days, 19:42:12 time: 0.3917 data_time: 0.0149 memory: 17007 grad_norm: 4.7207 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2425 loss: 3.2425 2022/07/26 23:39:13 - mmengine - INFO - Epoch(train) [16][480/3757] lr: 9.8296e-03 eta: 2 days, 19:42:06 time: 0.3992 data_time: 0.0167 memory: 17007 grad_norm: 4.6402 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1071 loss: 3.1071 2022/07/26 23:39:21 - mmengine - INFO - Epoch(train) [16][500/3757] lr: 9.8296e-03 eta: 2 days, 19:41:57 time: 0.3912 data_time: 0.0154 memory: 17007 grad_norm: 4.7283 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2970 loss: 3.2970 2022/07/26 23:39:29 - mmengine - INFO - Epoch(train) [16][520/3757] lr: 9.8296e-03 eta: 2 days, 19:41:49 time: 0.3908 data_time: 0.0153 memory: 17007 grad_norm: 4.7436 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.1124 loss: 3.1124 2022/07/26 23:39:36 - mmengine - INFO - Epoch(train) [16][540/3757] lr: 9.8296e-03 eta: 2 days, 19:41:40 time: 0.3902 data_time: 0.0149 memory: 17007 grad_norm: 4.8161 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4437 loss: 3.4437 2022/07/26 23:39:44 - mmengine - INFO - Epoch(train) [16][560/3757] lr: 9.8296e-03 eta: 2 days, 19:41:33 time: 0.3945 data_time: 0.0175 memory: 17007 grad_norm: 4.7308 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 3.1286 loss: 3.1286 2022/07/26 23:39:52 - mmengine - INFO - Epoch(train) [16][580/3757] lr: 9.8296e-03 eta: 2 days, 19:41:25 time: 0.3961 data_time: 0.0141 memory: 17007 grad_norm: 4.7806 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3462 loss: 3.3462 2022/07/26 23:40:00 - mmengine - INFO - Epoch(train) [16][600/3757] lr: 9.8296e-03 eta: 2 days, 19:41:17 time: 0.3901 data_time: 0.0148 memory: 17007 grad_norm: 4.7093 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5093 loss: 3.5093 2022/07/26 23:40:08 - mmengine - INFO - Epoch(train) [16][620/3757] lr: 9.8296e-03 eta: 2 days, 19:41:09 time: 0.3931 data_time: 0.0152 memory: 17007 grad_norm: 4.5036 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.4688 loss: 3.4688 2022/07/26 23:40:16 - mmengine - INFO - Epoch(train) [16][640/3757] lr: 9.8296e-03 eta: 2 days, 19:41:01 time: 0.3921 data_time: 0.0166 memory: 17007 grad_norm: 4.7619 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3742 loss: 3.3742 2022/07/26 23:40:18 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 23:40:24 - mmengine - INFO - Epoch(train) [16][660/3757] lr: 9.8296e-03 eta: 2 days, 19:40:52 time: 0.3926 data_time: 0.0153 memory: 17007 grad_norm: 4.5077 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3661 loss: 3.3661 2022/07/26 23:40:31 - mmengine - INFO - Epoch(train) [16][680/3757] lr: 9.8296e-03 eta: 2 days, 19:40:44 time: 0.3919 data_time: 0.0169 memory: 17007 grad_norm: 4.5171 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9510 loss: 2.9510 2022/07/26 23:40:39 - mmengine - INFO - Epoch(train) [16][700/3757] lr: 9.8296e-03 eta: 2 days, 19:40:36 time: 0.3911 data_time: 0.0151 memory: 17007 grad_norm: 4.6522 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0965 loss: 3.0965 2022/07/26 23:40:47 - mmengine - INFO - Epoch(train) [16][720/3757] lr: 9.8296e-03 eta: 2 days, 19:40:28 time: 0.3937 data_time: 0.0161 memory: 17007 grad_norm: 4.7421 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2636 loss: 3.2636 2022/07/26 23:40:55 - mmengine - INFO - Epoch(train) [16][740/3757] lr: 9.8296e-03 eta: 2 days, 19:40:21 time: 0.3955 data_time: 0.0144 memory: 17007 grad_norm: 4.7430 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4772 loss: 3.4772 2022/07/26 23:41:03 - mmengine - INFO - Epoch(train) [16][760/3757] lr: 9.8296e-03 eta: 2 days, 19:40:13 time: 0.3934 data_time: 0.0161 memory: 17007 grad_norm: 4.6863 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2923 loss: 3.2923 2022/07/26 23:41:11 - mmengine - INFO - Epoch(train) [16][780/3757] lr: 9.8296e-03 eta: 2 days, 19:40:05 time: 0.3920 data_time: 0.0137 memory: 17007 grad_norm: 4.9236 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1931 loss: 3.1931 2022/07/26 23:41:19 - mmengine - INFO - Epoch(train) [16][800/3757] lr: 9.8296e-03 eta: 2 days, 19:39:56 time: 0.3915 data_time: 0.0159 memory: 17007 grad_norm: 4.7850 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4430 loss: 3.4430 2022/07/26 23:41:26 - mmengine - INFO - Epoch(train) [16][820/3757] lr: 9.8296e-03 eta: 2 days, 19:39:48 time: 0.3939 data_time: 0.0152 memory: 17007 grad_norm: 4.5621 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3924 loss: 3.3924 2022/07/26 23:41:34 - mmengine - INFO - Epoch(train) [16][840/3757] lr: 9.8296e-03 eta: 2 days, 19:39:40 time: 0.3910 data_time: 0.0159 memory: 17007 grad_norm: 4.5339 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.4365 loss: 3.4365 2022/07/26 23:41:42 - mmengine - INFO - Epoch(train) [16][860/3757] lr: 9.8296e-03 eta: 2 days, 19:39:32 time: 0.3942 data_time: 0.0153 memory: 17007 grad_norm: 4.5253 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3522 loss: 3.3522 2022/07/26 23:41:50 - mmengine - INFO - Epoch(train) [16][880/3757] lr: 9.8296e-03 eta: 2 days, 19:39:24 time: 0.3926 data_time: 0.0171 memory: 17007 grad_norm: 4.7864 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0883 loss: 3.0883 2022/07/26 23:41:58 - mmengine - INFO - Epoch(train) [16][900/3757] lr: 9.8296e-03 eta: 2 days, 19:39:19 time: 0.4043 data_time: 0.0181 memory: 17007 grad_norm: 4.5556 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.6419 loss: 3.6419 2022/07/26 23:42:06 - mmengine - INFO - Epoch(train) [16][920/3757] lr: 9.8296e-03 eta: 2 days, 19:39:11 time: 0.3928 data_time: 0.0162 memory: 17007 grad_norm: 4.7109 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0646 loss: 3.0646 2022/07/26 23:42:14 - mmengine - INFO - Epoch(train) [16][940/3757] lr: 9.8296e-03 eta: 2 days, 19:39:02 time: 0.3910 data_time: 0.0140 memory: 17007 grad_norm: 4.7663 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1208 loss: 3.1208 2022/07/26 23:42:22 - mmengine - INFO - Epoch(train) [16][960/3757] lr: 9.8296e-03 eta: 2 days, 19:38:54 time: 0.3922 data_time: 0.0157 memory: 17007 grad_norm: 4.8094 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.3066 loss: 3.3066 2022/07/26 23:42:29 - mmengine - INFO - Epoch(train) [16][980/3757] lr: 9.8296e-03 eta: 2 days, 19:38:46 time: 0.3915 data_time: 0.0152 memory: 17007 grad_norm: 4.6953 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5323 loss: 3.5323 2022/07/26 23:42:37 - mmengine - INFO - Epoch(train) [16][1000/3757] lr: 9.8296e-03 eta: 2 days, 19:38:38 time: 0.3931 data_time: 0.0161 memory: 17007 grad_norm: 4.6190 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1216 loss: 3.1216 2022/07/26 23:42:45 - mmengine - INFO - Epoch(train) [16][1020/3757] lr: 9.8296e-03 eta: 2 days, 19:38:29 time: 0.3904 data_time: 0.0152 memory: 17007 grad_norm: 4.7734 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0909 loss: 3.0909 2022/07/26 23:42:53 - mmengine - INFO - Epoch(train) [16][1040/3757] lr: 9.8296e-03 eta: 2 days, 19:38:22 time: 0.3945 data_time: 0.0173 memory: 17007 grad_norm: 4.6705 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2355 loss: 3.2355 2022/07/26 23:43:01 - mmengine - INFO - Epoch(train) [16][1060/3757] lr: 9.8296e-03 eta: 2 days, 19:38:14 time: 0.3919 data_time: 0.0143 memory: 17007 grad_norm: 4.8039 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3277 loss: 3.3277 2022/07/26 23:43:09 - mmengine - INFO - Epoch(train) [16][1080/3757] lr: 9.8296e-03 eta: 2 days, 19:38:05 time: 0.3914 data_time: 0.0155 memory: 17007 grad_norm: 4.6473 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.3230 loss: 3.3230 2022/07/26 23:43:17 - mmengine - INFO - Epoch(train) [16][1100/3757] lr: 9.8296e-03 eta: 2 days, 19:37:58 time: 0.3942 data_time: 0.0151 memory: 17007 grad_norm: 4.6837 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2801 loss: 3.2801 2022/07/26 23:43:24 - mmengine - INFO - Epoch(train) [16][1120/3757] lr: 9.8296e-03 eta: 2 days, 19:37:50 time: 0.3934 data_time: 0.0171 memory: 17007 grad_norm: 4.6273 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1073 loss: 3.1073 2022/07/26 23:43:32 - mmengine - INFO - Epoch(train) [16][1140/3757] lr: 9.8296e-03 eta: 2 days, 19:37:43 time: 0.3998 data_time: 0.0151 memory: 17007 grad_norm: 4.8074 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2670 loss: 3.2670 2022/07/26 23:43:40 - mmengine - INFO - Epoch(train) [16][1160/3757] lr: 9.8296e-03 eta: 2 days, 19:37:35 time: 0.3925 data_time: 0.0167 memory: 17007 grad_norm: 4.7949 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4373 loss: 3.4373 2022/07/26 23:43:48 - mmengine - INFO - Epoch(train) [16][1180/3757] lr: 9.8296e-03 eta: 2 days, 19:37:27 time: 0.3916 data_time: 0.0158 memory: 17007 grad_norm: 4.5740 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.4363 loss: 3.4363 2022/07/26 23:43:56 - mmengine - INFO - Epoch(train) [16][1200/3757] lr: 9.8296e-03 eta: 2 days, 19:37:19 time: 0.3946 data_time: 0.0163 memory: 17007 grad_norm: 4.6046 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4220 loss: 3.4220 2022/07/26 23:44:04 - mmengine - INFO - Epoch(train) [16][1220/3757] lr: 9.8296e-03 eta: 2 days, 19:37:11 time: 0.3934 data_time: 0.0155 memory: 17007 grad_norm: 4.5775 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 3.1185 loss: 3.1185 2022/07/26 23:44:12 - mmengine - INFO - Epoch(train) [16][1240/3757] lr: 9.8296e-03 eta: 2 days, 19:37:05 time: 0.4003 data_time: 0.0171 memory: 17007 grad_norm: 4.6697 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9995 loss: 2.9995 2022/07/26 23:44:20 - mmengine - INFO - Epoch(train) [16][1260/3757] lr: 9.8296e-03 eta: 2 days, 19:36:57 time: 0.3913 data_time: 0.0153 memory: 17007 grad_norm: 4.7339 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1606 loss: 3.1606 2022/07/26 23:44:28 - mmengine - INFO - Epoch(train) [16][1280/3757] lr: 9.8296e-03 eta: 2 days, 19:36:49 time: 0.3928 data_time: 0.0162 memory: 17007 grad_norm: 4.7669 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.2870 loss: 3.2870 2022/07/26 23:44:35 - mmengine - INFO - Epoch(train) [16][1300/3757] lr: 9.8296e-03 eta: 2 days, 19:36:41 time: 0.3937 data_time: 0.0164 memory: 17007 grad_norm: 4.6774 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3340 loss: 3.3340 2022/07/26 23:44:43 - mmengine - INFO - Epoch(train) [16][1320/3757] lr: 9.8296e-03 eta: 2 days, 19:36:33 time: 0.3939 data_time: 0.0160 memory: 17007 grad_norm: 4.8011 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2410 loss: 3.2410 2022/07/26 23:44:51 - mmengine - INFO - Epoch(train) [16][1340/3757] lr: 9.8296e-03 eta: 2 days, 19:36:27 time: 0.4018 data_time: 0.0158 memory: 17007 grad_norm: 4.8227 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2264 loss: 3.2264 2022/07/26 23:44:59 - mmengine - INFO - Epoch(train) [16][1360/3757] lr: 9.8296e-03 eta: 2 days, 19:36:18 time: 0.3907 data_time: 0.0158 memory: 17007 grad_norm: 4.6901 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0953 loss: 3.0953 2022/07/26 23:45:07 - mmengine - INFO - Epoch(train) [16][1380/3757] lr: 9.8296e-03 eta: 2 days, 19:36:10 time: 0.3921 data_time: 0.0164 memory: 17007 grad_norm: 4.7104 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4313 loss: 3.4313 2022/07/26 23:45:15 - mmengine - INFO - Epoch(train) [16][1400/3757] lr: 9.8296e-03 eta: 2 days, 19:36:02 time: 0.3919 data_time: 0.0159 memory: 17007 grad_norm: 4.6218 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0096 loss: 3.0096 2022/07/26 23:45:23 - mmengine - INFO - Epoch(train) [16][1420/3757] lr: 9.8296e-03 eta: 2 days, 19:35:54 time: 0.3932 data_time: 0.0161 memory: 17007 grad_norm: 4.7888 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0949 loss: 3.0949 2022/07/26 23:45:31 - mmengine - INFO - Epoch(train) [16][1440/3757] lr: 9.8296e-03 eta: 2 days, 19:35:45 time: 0.3896 data_time: 0.0153 memory: 17007 grad_norm: 4.6129 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.2594 loss: 3.2594 2022/07/26 23:45:38 - mmengine - INFO - Epoch(train) [16][1460/3757] lr: 9.8296e-03 eta: 2 days, 19:35:38 time: 0.3931 data_time: 0.0161 memory: 17007 grad_norm: 4.8471 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2869 loss: 3.2869 2022/07/26 23:45:46 - mmengine - INFO - Epoch(train) [16][1480/3757] lr: 9.8296e-03 eta: 2 days, 19:35:29 time: 0.3923 data_time: 0.0169 memory: 17007 grad_norm: 4.6308 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3726 loss: 3.3726 2022/07/26 23:45:54 - mmengine - INFO - Epoch(train) [16][1500/3757] lr: 9.8296e-03 eta: 2 days, 19:35:22 time: 0.3934 data_time: 0.0162 memory: 17007 grad_norm: 4.7599 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1939 loss: 3.1939 2022/07/26 23:46:02 - mmengine - INFO - Epoch(train) [16][1520/3757] lr: 9.8296e-03 eta: 2 days, 19:35:14 time: 0.3935 data_time: 0.0157 memory: 17007 grad_norm: 4.7103 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.3584 loss: 3.3584 2022/07/26 23:46:10 - mmengine - INFO - Epoch(train) [16][1540/3757] lr: 9.8296e-03 eta: 2 days, 19:35:05 time: 0.3906 data_time: 0.0151 memory: 17007 grad_norm: 4.6943 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.4903 loss: 3.4903 2022/07/26 23:46:18 - mmengine - INFO - Epoch(train) [16][1560/3757] lr: 9.8296e-03 eta: 2 days, 19:34:58 time: 0.3951 data_time: 0.0158 memory: 17007 grad_norm: 4.6821 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2171 loss: 3.2171 2022/07/26 23:46:26 - mmengine - INFO - Epoch(train) [16][1580/3757] lr: 9.8296e-03 eta: 2 days, 19:34:49 time: 0.3909 data_time: 0.0152 memory: 17007 grad_norm: 4.7646 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1965 loss: 3.1965 2022/07/26 23:46:33 - mmengine - INFO - Epoch(train) [16][1600/3757] lr: 9.8296e-03 eta: 2 days, 19:34:41 time: 0.3932 data_time: 0.0154 memory: 17007 grad_norm: 5.3251 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1198 loss: 3.1198 2022/07/26 23:46:41 - mmengine - INFO - Epoch(train) [16][1620/3757] lr: 9.8296e-03 eta: 2 days, 19:34:33 time: 0.3918 data_time: 0.0151 memory: 17007 grad_norm: 4.8423 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4731 loss: 3.4731 2022/07/26 23:46:49 - mmengine - INFO - Epoch(train) [16][1640/3757] lr: 9.8296e-03 eta: 2 days, 19:34:25 time: 0.3923 data_time: 0.0151 memory: 17007 grad_norm: 4.7130 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9857 loss: 2.9857 2022/07/26 23:46:51 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 23:46:57 - mmengine - INFO - Epoch(train) [16][1660/3757] lr: 9.8296e-03 eta: 2 days, 19:34:17 time: 0.3939 data_time: 0.0155 memory: 17007 grad_norm: 4.7707 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.6477 loss: 3.6477 2022/07/26 23:47:05 - mmengine - INFO - Epoch(train) [16][1680/3757] lr: 9.8296e-03 eta: 2 days, 19:34:09 time: 0.3930 data_time: 0.0172 memory: 17007 grad_norm: 4.6966 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3615 loss: 3.3615 2022/07/26 23:47:13 - mmengine - INFO - Epoch(train) [16][1700/3757] lr: 9.8296e-03 eta: 2 days, 19:34:02 time: 0.3985 data_time: 0.0156 memory: 17007 grad_norm: 4.6244 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0555 loss: 3.0555 2022/07/26 23:47:21 - mmengine - INFO - Epoch(train) [16][1720/3757] lr: 9.8296e-03 eta: 2 days, 19:33:54 time: 0.3906 data_time: 0.0153 memory: 17007 grad_norm: 4.7734 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3284 loss: 3.3284 2022/07/26 23:47:28 - mmengine - INFO - Epoch(train) [16][1740/3757] lr: 9.8296e-03 eta: 2 days, 19:33:46 time: 0.3929 data_time: 0.0153 memory: 17007 grad_norm: 4.6200 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2231 loss: 3.2231 2022/07/26 23:47:36 - mmengine - INFO - Epoch(train) [16][1760/3757] lr: 9.8296e-03 eta: 2 days, 19:33:38 time: 0.3934 data_time: 0.0162 memory: 17007 grad_norm: 4.6465 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8437 loss: 2.8437 2022/07/26 23:47:44 - mmengine - INFO - Epoch(train) [16][1780/3757] lr: 9.8296e-03 eta: 2 days, 19:33:30 time: 0.3937 data_time: 0.0152 memory: 17007 grad_norm: 4.6391 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 3.3148 loss: 3.3148 2022/07/26 23:47:52 - mmengine - INFO - Epoch(train) [16][1800/3757] lr: 9.8296e-03 eta: 2 days, 19:33:23 time: 0.3941 data_time: 0.0167 memory: 17007 grad_norm: 4.5168 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1635 loss: 3.1635 2022/07/26 23:48:00 - mmengine - INFO - Epoch(train) [16][1820/3757] lr: 9.8296e-03 eta: 2 days, 19:33:14 time: 0.3907 data_time: 0.0149 memory: 17007 grad_norm: 4.5352 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0798 loss: 3.0798 2022/07/26 23:48:08 - mmengine - INFO - Epoch(train) [16][1840/3757] lr: 9.8296e-03 eta: 2 days, 19:33:07 time: 0.3987 data_time: 0.0171 memory: 17007 grad_norm: 4.8064 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4198 loss: 3.4198 2022/07/26 23:48:16 - mmengine - INFO - Epoch(train) [16][1860/3757] lr: 9.8296e-03 eta: 2 days, 19:32:59 time: 0.3914 data_time: 0.0153 memory: 17007 grad_norm: 4.6260 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1132 loss: 3.1132 2022/07/26 23:48:24 - mmengine - INFO - Epoch(train) [16][1880/3757] lr: 9.8296e-03 eta: 2 days, 19:32:55 time: 0.4094 data_time: 0.0169 memory: 17007 grad_norm: 4.5494 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2038 loss: 3.2038 2022/07/26 23:48:32 - mmengine - INFO - Epoch(train) [16][1900/3757] lr: 9.8296e-03 eta: 2 days, 19:32:47 time: 0.3940 data_time: 0.0150 memory: 17007 grad_norm: 4.8713 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3643 loss: 3.3643 2022/07/26 23:48:40 - mmengine - INFO - Epoch(train) [16][1920/3757] lr: 9.8296e-03 eta: 2 days, 19:32:38 time: 0.3907 data_time: 0.0154 memory: 17007 grad_norm: 4.6802 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3121 loss: 3.3121 2022/07/26 23:48:48 - mmengine - INFO - Epoch(train) [16][1940/3757] lr: 9.8296e-03 eta: 2 days, 19:32:33 time: 0.4077 data_time: 0.0143 memory: 17007 grad_norm: 4.7303 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9554 loss: 2.9554 2022/07/26 23:48:56 - mmengine - INFO - Epoch(train) [16][1960/3757] lr: 9.8296e-03 eta: 2 days, 19:32:25 time: 0.3923 data_time: 0.0165 memory: 17007 grad_norm: 4.6988 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2075 loss: 3.2075 2022/07/26 23:49:03 - mmengine - INFO - Epoch(train) [16][1980/3757] lr: 9.8296e-03 eta: 2 days, 19:32:17 time: 0.3920 data_time: 0.0154 memory: 17007 grad_norm: 4.5781 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.3958 loss: 3.3958 2022/07/26 23:49:11 - mmengine - INFO - Epoch(train) [16][2000/3757] lr: 9.8296e-03 eta: 2 days, 19:32:09 time: 0.3898 data_time: 0.0149 memory: 17007 grad_norm: 4.5740 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1502 loss: 3.1502 2022/07/26 23:49:19 - mmengine - INFO - Epoch(train) [16][2020/3757] lr: 9.8296e-03 eta: 2 days, 19:32:00 time: 0.3902 data_time: 0.0148 memory: 17007 grad_norm: 4.5320 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1710 loss: 3.1710 2022/07/26 23:49:27 - mmengine - INFO - Epoch(train) [16][2040/3757] lr: 9.8296e-03 eta: 2 days, 19:31:53 time: 0.3975 data_time: 0.0164 memory: 17007 grad_norm: 4.8362 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.4534 loss: 3.4534 2022/07/26 23:49:35 - mmengine - INFO - Epoch(train) [16][2060/3757] lr: 9.8296e-03 eta: 2 days, 19:31:45 time: 0.3913 data_time: 0.0153 memory: 17007 grad_norm: 4.6848 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.0793 loss: 3.0793 2022/07/26 23:49:43 - mmengine - INFO - Epoch(train) [16][2080/3757] lr: 9.8296e-03 eta: 2 days, 19:31:36 time: 0.3922 data_time: 0.0159 memory: 17007 grad_norm: 4.7148 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4548 loss: 3.4548 2022/07/26 23:49:50 - mmengine - INFO - Epoch(train) [16][2100/3757] lr: 9.8296e-03 eta: 2 days, 19:31:28 time: 0.3908 data_time: 0.0155 memory: 17007 grad_norm: 4.6566 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3724 loss: 3.3724 2022/07/26 23:49:58 - mmengine - INFO - Epoch(train) [16][2120/3757] lr: 9.8296e-03 eta: 2 days, 19:31:20 time: 0.3929 data_time: 0.0160 memory: 17007 grad_norm: 4.6655 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3543 loss: 3.3543 2022/07/26 23:50:06 - mmengine - INFO - Epoch(train) [16][2140/3757] lr: 9.8296e-03 eta: 2 days, 19:31:13 time: 0.3988 data_time: 0.0156 memory: 17007 grad_norm: 4.7245 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3746 loss: 3.3746 2022/07/26 23:50:14 - mmengine - INFO - Epoch(train) [16][2160/3757] lr: 9.8296e-03 eta: 2 days, 19:31:05 time: 0.3924 data_time: 0.0162 memory: 17007 grad_norm: 4.7512 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1730 loss: 3.1730 2022/07/26 23:50:22 - mmengine - INFO - Epoch(train) [16][2180/3757] lr: 9.8296e-03 eta: 2 days, 19:30:57 time: 0.3939 data_time: 0.0156 memory: 17007 grad_norm: 4.8829 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3600 loss: 3.3600 2022/07/26 23:50:30 - mmengine - INFO - Epoch(train) [16][2200/3757] lr: 9.8296e-03 eta: 2 days, 19:30:49 time: 0.3906 data_time: 0.0160 memory: 17007 grad_norm: 4.6390 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1900 loss: 3.1900 2022/07/26 23:50:38 - mmengine - INFO - Epoch(train) [16][2220/3757] lr: 9.8296e-03 eta: 2 days, 19:30:40 time: 0.3907 data_time: 0.0156 memory: 17007 grad_norm: 4.7326 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0760 loss: 3.0760 2022/07/26 23:50:46 - mmengine - INFO - Epoch(train) [16][2240/3757] lr: 9.8296e-03 eta: 2 days, 19:30:32 time: 0.3931 data_time: 0.0165 memory: 17007 grad_norm: 4.7574 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4201 loss: 3.4201 2022/07/26 23:50:53 - mmengine - INFO - Epoch(train) [16][2260/3757] lr: 9.8296e-03 eta: 2 days, 19:30:24 time: 0.3924 data_time: 0.0160 memory: 17007 grad_norm: 4.6763 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1857 loss: 3.1857 2022/07/26 23:51:01 - mmengine - INFO - Epoch(train) [16][2280/3757] lr: 9.8296e-03 eta: 2 days, 19:30:16 time: 0.3922 data_time: 0.0165 memory: 17007 grad_norm: 4.6515 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2410 loss: 3.2410 2022/07/26 23:51:09 - mmengine - INFO - Epoch(train) [16][2300/3757] lr: 9.8296e-03 eta: 2 days, 19:30:08 time: 0.3933 data_time: 0.0155 memory: 17007 grad_norm: 4.6031 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.7304 loss: 3.7304 2022/07/26 23:51:17 - mmengine - INFO - Epoch(train) [16][2320/3757] lr: 9.8296e-03 eta: 2 days, 19:30:00 time: 0.3927 data_time: 0.0163 memory: 17007 grad_norm: 4.9479 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3941 loss: 3.3941 2022/07/26 23:51:25 - mmengine - INFO - Epoch(train) [16][2340/3757] lr: 9.8296e-03 eta: 2 days, 19:29:52 time: 0.3921 data_time: 0.0163 memory: 17007 grad_norm: 4.6128 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6626 loss: 3.6626 2022/07/26 23:51:33 - mmengine - INFO - Epoch(train) [16][2360/3757] lr: 9.8296e-03 eta: 2 days, 19:29:44 time: 0.3936 data_time: 0.0160 memory: 17007 grad_norm: 4.4820 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0072 loss: 3.0072 2022/07/26 23:51:41 - mmengine - INFO - Epoch(train) [16][2380/3757] lr: 9.8296e-03 eta: 2 days, 19:29:36 time: 0.3915 data_time: 0.0143 memory: 17007 grad_norm: 4.6490 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3715 loss: 3.3715 2022/07/26 23:51:48 - mmengine - INFO - Epoch(train) [16][2400/3757] lr: 9.8296e-03 eta: 2 days, 19:29:29 time: 0.3957 data_time: 0.0147 memory: 17007 grad_norm: 4.7203 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3777 loss: 3.3777 2022/07/26 23:51:56 - mmengine - INFO - Epoch(train) [16][2420/3757] lr: 9.8296e-03 eta: 2 days, 19:29:20 time: 0.3911 data_time: 0.0159 memory: 17007 grad_norm: 4.5937 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1108 loss: 3.1108 2022/07/26 23:52:04 - mmengine - INFO - Epoch(train) [16][2440/3757] lr: 9.8296e-03 eta: 2 days, 19:29:12 time: 0.3929 data_time: 0.0164 memory: 17007 grad_norm: 4.5836 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1928 loss: 3.1928 2022/07/26 23:52:12 - mmengine - INFO - Epoch(train) [16][2460/3757] lr: 9.8296e-03 eta: 2 days, 19:29:04 time: 0.3923 data_time: 0.0151 memory: 17007 grad_norm: 4.6218 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1194 loss: 3.1194 2022/07/26 23:52:20 - mmengine - INFO - Epoch(train) [16][2480/3757] lr: 9.8296e-03 eta: 2 days, 19:28:56 time: 0.3927 data_time: 0.0164 memory: 17007 grad_norm: 4.4672 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1218 loss: 3.1218 2022/07/26 23:52:28 - mmengine - INFO - Epoch(train) [16][2500/3757] lr: 9.8296e-03 eta: 2 days, 19:28:48 time: 0.3912 data_time: 0.0143 memory: 17007 grad_norm: 4.6866 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5564 loss: 3.5564 2022/07/26 23:52:35 - mmengine - INFO - Epoch(train) [16][2520/3757] lr: 9.8296e-03 eta: 2 days, 19:28:40 time: 0.3924 data_time: 0.0147 memory: 17007 grad_norm: 4.8215 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3685 loss: 3.3685 2022/07/26 23:52:43 - mmengine - INFO - Epoch(train) [16][2540/3757] lr: 9.8296e-03 eta: 2 days, 19:28:33 time: 0.3981 data_time: 0.0146 memory: 17007 grad_norm: 4.6825 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3744 loss: 3.3744 2022/07/26 23:52:51 - mmengine - INFO - Epoch(train) [16][2560/3757] lr: 9.8296e-03 eta: 2 days, 19:28:25 time: 0.3916 data_time: 0.0159 memory: 17007 grad_norm: 4.5554 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9496 loss: 2.9496 2022/07/26 23:52:59 - mmengine - INFO - Epoch(train) [16][2580/3757] lr: 9.8296e-03 eta: 2 days, 19:28:17 time: 0.3931 data_time: 0.0156 memory: 17007 grad_norm: 4.5740 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3142 loss: 3.3142 2022/07/26 23:53:07 - mmengine - INFO - Epoch(train) [16][2600/3757] lr: 9.8296e-03 eta: 2 days, 19:28:09 time: 0.3960 data_time: 0.0165 memory: 17007 grad_norm: 4.5131 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1829 loss: 3.1829 2022/07/26 23:53:15 - mmengine - INFO - Epoch(train) [16][2620/3757] lr: 9.8296e-03 eta: 2 days, 19:28:02 time: 0.3944 data_time: 0.0162 memory: 17007 grad_norm: 4.7394 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1580 loss: 3.1580 2022/07/26 23:53:23 - mmengine - INFO - Epoch(train) [16][2640/3757] lr: 9.8296e-03 eta: 2 days, 19:27:55 time: 0.4005 data_time: 0.0167 memory: 17007 grad_norm: 4.5345 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0707 loss: 3.0707 2022/07/26 23:53:25 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/26 23:53:31 - mmengine - INFO - Epoch(train) [16][2660/3757] lr: 9.8296e-03 eta: 2 days, 19:27:47 time: 0.3909 data_time: 0.0156 memory: 17007 grad_norm: 4.5733 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4410 loss: 3.4410 2022/07/26 23:53:39 - mmengine - INFO - Epoch(train) [16][2680/3757] lr: 9.8296e-03 eta: 2 days, 19:27:39 time: 0.3926 data_time: 0.0159 memory: 17007 grad_norm: 4.6448 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1892 loss: 3.1892 2022/07/26 23:53:46 - mmengine - INFO - Epoch(train) [16][2700/3757] lr: 9.8296e-03 eta: 2 days, 19:27:30 time: 0.3907 data_time: 0.0149 memory: 17007 grad_norm: 4.6408 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2550 loss: 3.2550 2022/07/26 23:53:54 - mmengine - INFO - Epoch(train) [16][2720/3757] lr: 9.8296e-03 eta: 2 days, 19:27:22 time: 0.3920 data_time: 0.0173 memory: 17007 grad_norm: 4.6730 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3763 loss: 3.3763 2022/07/26 23:54:02 - mmengine - INFO - Epoch(train) [16][2740/3757] lr: 9.8296e-03 eta: 2 days, 19:27:15 time: 0.3982 data_time: 0.0152 memory: 17007 grad_norm: 4.5054 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1757 loss: 3.1757 2022/07/26 23:54:10 - mmengine - INFO - Epoch(train) [16][2760/3757] lr: 9.8296e-03 eta: 2 days, 19:27:07 time: 0.3914 data_time: 0.0162 memory: 17007 grad_norm: 4.7370 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2341 loss: 3.2341 2022/07/26 23:54:18 - mmengine - INFO - Epoch(train) [16][2780/3757] lr: 9.8296e-03 eta: 2 days, 19:26:59 time: 0.3913 data_time: 0.0150 memory: 17007 grad_norm: 4.6546 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.2256 loss: 3.2256 2022/07/26 23:54:26 - mmengine - INFO - Epoch(train) [16][2800/3757] lr: 9.8296e-03 eta: 2 days, 19:26:50 time: 0.3922 data_time: 0.0179 memory: 17007 grad_norm: 4.7097 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3608 loss: 3.3608 2022/07/26 23:54:34 - mmengine - INFO - Epoch(train) [16][2820/3757] lr: 9.8296e-03 eta: 2 days, 19:26:42 time: 0.3912 data_time: 0.0142 memory: 17007 grad_norm: 4.8765 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.5183 loss: 3.5183 2022/07/26 23:54:41 - mmengine - INFO - Epoch(train) [16][2840/3757] lr: 9.8296e-03 eta: 2 days, 19:26:34 time: 0.3906 data_time: 0.0167 memory: 17007 grad_norm: 4.6659 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2332 loss: 3.2332 2022/07/26 23:54:50 - mmengine - INFO - Epoch(train) [16][2860/3757] lr: 9.8296e-03 eta: 2 days, 19:26:29 time: 0.4101 data_time: 0.0146 memory: 17007 grad_norm: 4.5478 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2005 loss: 3.2005 2022/07/26 23:54:58 - mmengine - INFO - Epoch(train) [16][2880/3757] lr: 9.8296e-03 eta: 2 days, 19:26:22 time: 0.3956 data_time: 0.0172 memory: 17007 grad_norm: 4.6203 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1745 loss: 3.1745 2022/07/26 23:55:05 - mmengine - INFO - Epoch(train) [16][2900/3757] lr: 9.8296e-03 eta: 2 days, 19:26:15 time: 0.3966 data_time: 0.0154 memory: 17007 grad_norm: 4.6776 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2752 loss: 3.2752 2022/07/26 23:55:13 - mmengine - INFO - Epoch(train) [16][2920/3757] lr: 9.8296e-03 eta: 2 days, 19:26:06 time: 0.3921 data_time: 0.0160 memory: 17007 grad_norm: 4.6648 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0951 loss: 3.0951 2022/07/26 23:55:21 - mmengine - INFO - Epoch(train) [16][2940/3757] lr: 9.8296e-03 eta: 2 days, 19:25:58 time: 0.3903 data_time: 0.0146 memory: 17007 grad_norm: 4.7102 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1582 loss: 3.1582 2022/07/26 23:55:29 - mmengine - INFO - Epoch(train) [16][2960/3757] lr: 9.8296e-03 eta: 2 days, 19:25:50 time: 0.3917 data_time: 0.0154 memory: 17007 grad_norm: 4.6657 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3041 loss: 3.3041 2022/07/26 23:55:37 - mmengine - INFO - Epoch(train) [16][2980/3757] lr: 9.8296e-03 eta: 2 days, 19:25:42 time: 0.3923 data_time: 0.0161 memory: 17007 grad_norm: 4.7209 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2703 loss: 3.2703 2022/07/26 23:55:45 - mmengine - INFO - Epoch(train) [16][3000/3757] lr: 9.8296e-03 eta: 2 days, 19:25:35 time: 0.3982 data_time: 0.0165 memory: 17007 grad_norm: 4.7134 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5134 loss: 3.5134 2022/07/26 23:55:53 - mmengine - INFO - Epoch(train) [16][3020/3757] lr: 9.8296e-03 eta: 2 days, 19:25:27 time: 0.3923 data_time: 0.0157 memory: 17007 grad_norm: 5.1270 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2303 loss: 3.2303 2022/07/26 23:56:00 - mmengine - INFO - Epoch(train) [16][3040/3757] lr: 9.8296e-03 eta: 2 days, 19:25:18 time: 0.3915 data_time: 0.0160 memory: 17007 grad_norm: 4.7475 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3800 loss: 3.3800 2022/07/26 23:56:08 - mmengine - INFO - Epoch(train) [16][3060/3757] lr: 9.8296e-03 eta: 2 days, 19:25:10 time: 0.3922 data_time: 0.0158 memory: 17007 grad_norm: 4.6309 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2057 loss: 3.2057 2022/07/26 23:56:16 - mmengine - INFO - Epoch(train) [16][3080/3757] lr: 9.8296e-03 eta: 2 days, 19:25:02 time: 0.3931 data_time: 0.0169 memory: 17007 grad_norm: 4.7113 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.2200 loss: 3.2200 2022/07/26 23:56:24 - mmengine - INFO - Epoch(train) [16][3100/3757] lr: 9.8296e-03 eta: 2 days, 19:24:54 time: 0.3920 data_time: 0.0167 memory: 17007 grad_norm: 4.4878 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2253 loss: 3.2253 2022/07/26 23:56:32 - mmengine - INFO - Epoch(train) [16][3120/3757] lr: 9.8296e-03 eta: 2 days, 19:24:45 time: 0.3901 data_time: 0.0157 memory: 17007 grad_norm: 4.6229 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.1453 loss: 3.1453 2022/07/26 23:56:40 - mmengine - INFO - Epoch(train) [16][3140/3757] lr: 9.8296e-03 eta: 2 days, 19:24:37 time: 0.3915 data_time: 0.0162 memory: 17007 grad_norm: 4.6798 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3329 loss: 3.3329 2022/07/26 23:56:48 - mmengine - INFO - Epoch(train) [16][3160/3757] lr: 9.8296e-03 eta: 2 days, 19:24:31 time: 0.3997 data_time: 0.0167 memory: 17007 grad_norm: 4.6196 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.6183 loss: 3.6183 2022/07/26 23:56:55 - mmengine - INFO - Epoch(train) [16][3180/3757] lr: 9.8296e-03 eta: 2 days, 19:24:22 time: 0.3911 data_time: 0.0152 memory: 17007 grad_norm: 4.6849 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1426 loss: 3.1426 2022/07/26 23:57:03 - mmengine - INFO - Epoch(train) [16][3200/3757] lr: 9.8296e-03 eta: 2 days, 19:24:14 time: 0.3929 data_time: 0.0161 memory: 17007 grad_norm: 4.6412 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2073 loss: 3.2073 2022/07/26 23:57:11 - mmengine - INFO - Epoch(train) [16][3220/3757] lr: 9.8296e-03 eta: 2 days, 19:24:06 time: 0.3903 data_time: 0.0147 memory: 17007 grad_norm: 4.5070 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2693 loss: 3.2693 2022/07/26 23:57:19 - mmengine - INFO - Epoch(train) [16][3240/3757] lr: 9.8296e-03 eta: 2 days, 19:23:58 time: 0.3922 data_time: 0.0161 memory: 17007 grad_norm: 4.5687 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9277 loss: 2.9277 2022/07/26 23:57:27 - mmengine - INFO - Epoch(train) [16][3260/3757] lr: 9.8296e-03 eta: 2 days, 19:23:49 time: 0.3918 data_time: 0.0158 memory: 17007 grad_norm: 4.4692 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9776 loss: 2.9776 2022/07/26 23:57:35 - mmengine - INFO - Epoch(train) [16][3280/3757] lr: 9.8296e-03 eta: 2 days, 19:23:41 time: 0.3907 data_time: 0.0152 memory: 17007 grad_norm: 4.6421 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2647 loss: 3.2647 2022/07/26 23:57:43 - mmengine - INFO - Epoch(train) [16][3300/3757] lr: 9.8296e-03 eta: 2 days, 19:23:34 time: 0.3993 data_time: 0.0162 memory: 17007 grad_norm: 4.6924 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2499 loss: 3.2499 2022/07/26 23:57:50 - mmengine - INFO - Epoch(train) [16][3320/3757] lr: 9.8296e-03 eta: 2 days, 19:23:25 time: 0.3890 data_time: 0.0174 memory: 17007 grad_norm: 4.7585 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1195 loss: 3.1195 2022/07/26 23:57:58 - mmengine - INFO - Epoch(train) [16][3340/3757] lr: 9.8296e-03 eta: 2 days, 19:23:18 time: 0.3938 data_time: 0.0159 memory: 17007 grad_norm: 4.8040 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4067 loss: 3.4067 2022/07/26 23:58:06 - mmengine - INFO - Epoch(train) [16][3360/3757] lr: 9.8296e-03 eta: 2 days, 19:23:10 time: 0.3930 data_time: 0.0175 memory: 17007 grad_norm: 4.6306 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2172 loss: 3.2172 2022/07/26 23:58:14 - mmengine - INFO - Epoch(train) [16][3380/3757] lr: 9.8296e-03 eta: 2 days, 19:23:01 time: 0.3921 data_time: 0.0150 memory: 17007 grad_norm: 4.5328 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0887 loss: 3.0887 2022/07/26 23:58:22 - mmengine - INFO - Epoch(train) [16][3400/3757] lr: 9.8296e-03 eta: 2 days, 19:22:53 time: 0.3925 data_time: 0.0166 memory: 17007 grad_norm: 4.5728 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.4037 loss: 3.4037 2022/07/26 23:58:30 - mmengine - INFO - Epoch(train) [16][3420/3757] lr: 9.8296e-03 eta: 2 days, 19:22:45 time: 0.3921 data_time: 0.0166 memory: 17007 grad_norm: 4.7072 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4223 loss: 3.4223 2022/07/26 23:58:37 - mmengine - INFO - Epoch(train) [16][3440/3757] lr: 9.8296e-03 eta: 2 days, 19:22:37 time: 0.3911 data_time: 0.0153 memory: 17007 grad_norm: 4.6223 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0671 loss: 3.0671 2022/07/26 23:58:46 - mmengine - INFO - Epoch(train) [16][3460/3757] lr: 9.8296e-03 eta: 2 days, 19:22:31 time: 0.4038 data_time: 0.0155 memory: 17007 grad_norm: 4.6907 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1060 loss: 3.1060 2022/07/26 23:58:53 - mmengine - INFO - Epoch(train) [16][3480/3757] lr: 9.8296e-03 eta: 2 days, 19:22:23 time: 0.3920 data_time: 0.0158 memory: 17007 grad_norm: 4.6240 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3656 loss: 3.3656 2022/07/26 23:59:01 - mmengine - INFO - Epoch(train) [16][3500/3757] lr: 9.8296e-03 eta: 2 days, 19:22:15 time: 0.3908 data_time: 0.0151 memory: 17007 grad_norm: 4.6396 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3374 loss: 3.3374 2022/07/26 23:59:09 - mmengine - INFO - Epoch(train) [16][3520/3757] lr: 9.8296e-03 eta: 2 days, 19:22:07 time: 0.3932 data_time: 0.0177 memory: 17007 grad_norm: 4.5947 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1388 loss: 3.1388 2022/07/26 23:59:17 - mmengine - INFO - Epoch(train) [16][3540/3757] lr: 9.8296e-03 eta: 2 days, 19:21:59 time: 0.3958 data_time: 0.0151 memory: 17007 grad_norm: 4.5615 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.0162 loss: 3.0162 2022/07/26 23:59:25 - mmengine - INFO - Epoch(train) [16][3560/3757] lr: 9.8296e-03 eta: 2 days, 19:21:51 time: 0.3919 data_time: 0.0162 memory: 17007 grad_norm: 4.5323 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1813 loss: 3.1813 2022/07/26 23:59:33 - mmengine - INFO - Epoch(train) [16][3580/3757] lr: 9.8296e-03 eta: 2 days, 19:21:47 time: 0.4124 data_time: 0.0147 memory: 17007 grad_norm: 4.5563 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0794 loss: 3.0794 2022/07/26 23:59:41 - mmengine - INFO - Epoch(train) [16][3600/3757] lr: 9.8296e-03 eta: 2 days, 19:21:39 time: 0.3910 data_time: 0.0148 memory: 17007 grad_norm: 4.6492 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.3274 loss: 3.3274 2022/07/26 23:59:49 - mmengine - INFO - Epoch(train) [16][3620/3757] lr: 9.8296e-03 eta: 2 days, 19:21:31 time: 0.3923 data_time: 0.0157 memory: 17007 grad_norm: 4.6093 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8300 loss: 2.8300 2022/07/26 23:59:57 - mmengine - INFO - Epoch(train) [16][3640/3757] lr: 9.8296e-03 eta: 2 days, 19:21:26 time: 0.4102 data_time: 0.0161 memory: 17007 grad_norm: 4.6152 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1859 loss: 3.1859 2022/07/26 23:59:59 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/27 00:00:08 - mmengine - INFO - Epoch(train) [16][3660/3757] lr: 9.8296e-03 eta: 2 days, 19:21:49 time: 0.5412 data_time: 0.0207 memory: 17007 grad_norm: 4.6388 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2600 loss: 3.2600 2022/07/27 00:00:16 - mmengine - INFO - Epoch(train) [16][3680/3757] lr: 9.8296e-03 eta: 2 days, 19:21:41 time: 0.3928 data_time: 0.0177 memory: 17007 grad_norm: 4.6910 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.4867 loss: 3.4867 2022/07/27 00:00:24 - mmengine - INFO - Epoch(train) [16][3700/3757] lr: 9.8296e-03 eta: 2 days, 19:21:35 time: 0.4065 data_time: 0.0140 memory: 17007 grad_norm: 4.7574 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.6514 loss: 3.6514 2022/07/27 00:00:32 - mmengine - INFO - Epoch(train) [16][3720/3757] lr: 9.8296e-03 eta: 2 days, 19:21:27 time: 0.3920 data_time: 0.0159 memory: 17007 grad_norm: 4.6202 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4011 loss: 3.4011 2022/07/27 00:00:39 - mmengine - INFO - Epoch(train) [16][3740/3757] lr: 9.8296e-03 eta: 2 days, 19:21:19 time: 0.3912 data_time: 0.0143 memory: 17007 grad_norm: 4.7743 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1738 loss: 3.1738 2022/07/27 00:00:46 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/27 00:00:46 - mmengine - INFO - Epoch(train) [16][3757/3757] lr: 9.8296e-03 eta: 2 days, 19:21:19 time: 0.3918 data_time: 0.0171 memory: 17007 grad_norm: 4.7849 top1_acc: 0.1429 top5_acc: 0.1429 loss_cls: 3.1496 loss: 3.1496 2022/07/27 00:00:46 - mmengine - INFO - Saving checkpoint at 16 epochs 2022/07/27 00:00:57 - mmengine - INFO - Epoch(train) [17][20/3757] lr: 9.8063e-03 eta: 2 days, 19:20:08 time: 0.4529 data_time: 0.0760 memory: 17007 grad_norm: 7.9508 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3343 loss: 3.3343 2022/07/27 00:01:05 - mmengine - INFO - Epoch(train) [17][40/3757] lr: 9.8063e-03 eta: 2 days, 19:20:03 time: 0.4064 data_time: 0.0165 memory: 17007 grad_norm: 4.9502 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3990 loss: 3.3990 2022/07/27 00:01:13 - mmengine - INFO - Epoch(train) [17][60/3757] lr: 9.8063e-03 eta: 2 days, 19:19:54 time: 0.3909 data_time: 0.0143 memory: 17007 grad_norm: 4.8987 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3191 loss: 3.3191 2022/07/27 00:01:21 - mmengine - INFO - Epoch(train) [17][80/3757] lr: 9.8063e-03 eta: 2 days, 19:19:46 time: 0.3902 data_time: 0.0158 memory: 17007 grad_norm: 4.8165 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5907 loss: 3.5907 2022/07/27 00:01:29 - mmengine - INFO - Epoch(train) [17][100/3757] lr: 9.8063e-03 eta: 2 days, 19:19:40 time: 0.4031 data_time: 0.0147 memory: 17007 grad_norm: 4.6428 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0180 loss: 3.0180 2022/07/27 00:01:37 - mmengine - INFO - Epoch(train) [17][120/3757] lr: 9.8063e-03 eta: 2 days, 19:19:32 time: 0.3925 data_time: 0.0161 memory: 17007 grad_norm: 4.7550 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.2552 loss: 3.2552 2022/07/27 00:01:45 - mmengine - INFO - Epoch(train) [17][140/3757] lr: 9.8063e-03 eta: 2 days, 19:19:27 time: 0.4093 data_time: 0.0160 memory: 17007 grad_norm: 4.7410 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8111 loss: 2.8111 2022/07/27 00:01:53 - mmengine - INFO - Epoch(train) [17][160/3757] lr: 9.8063e-03 eta: 2 days, 19:19:19 time: 0.3925 data_time: 0.0160 memory: 17007 grad_norm: 4.7129 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.2128 loss: 3.2128 2022/07/27 00:02:01 - mmengine - INFO - Epoch(train) [17][180/3757] lr: 9.8063e-03 eta: 2 days, 19:19:11 time: 0.3907 data_time: 0.0150 memory: 17007 grad_norm: 4.7499 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.0816 loss: 3.0816 2022/07/27 00:02:09 - mmengine - INFO - Epoch(train) [17][200/3757] lr: 9.8063e-03 eta: 2 days, 19:19:05 time: 0.4030 data_time: 0.0164 memory: 17007 grad_norm: 4.7138 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9955 loss: 2.9955 2022/07/27 00:02:17 - mmengine - INFO - Epoch(train) [17][220/3757] lr: 9.8063e-03 eta: 2 days, 19:18:57 time: 0.3925 data_time: 0.0155 memory: 17007 grad_norm: 4.7092 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.3979 loss: 3.3979 2022/07/27 00:02:25 - mmengine - INFO - Epoch(train) [17][240/3757] lr: 9.8063e-03 eta: 2 days, 19:18:53 time: 0.4134 data_time: 0.0160 memory: 17007 grad_norm: 4.5938 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5334 loss: 3.5334 2022/07/27 00:02:33 - mmengine - INFO - Epoch(train) [17][260/3757] lr: 9.8063e-03 eta: 2 days, 19:18:45 time: 0.3934 data_time: 0.0154 memory: 17007 grad_norm: 4.6704 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.2885 loss: 3.2885 2022/07/27 00:02:41 - mmengine - INFO - Epoch(train) [17][280/3757] lr: 9.8063e-03 eta: 2 days, 19:18:37 time: 0.3907 data_time: 0.0156 memory: 17007 grad_norm: 4.5445 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3598 loss: 3.3598 2022/07/27 00:02:48 - mmengine - INFO - Epoch(train) [17][300/3757] lr: 9.8063e-03 eta: 2 days, 19:18:28 time: 0.3919 data_time: 0.0152 memory: 17007 grad_norm: 4.5565 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1849 loss: 3.1849 2022/07/27 00:02:56 - mmengine - INFO - Epoch(train) [17][320/3757] lr: 9.8063e-03 eta: 2 days, 19:18:20 time: 0.3924 data_time: 0.0171 memory: 17007 grad_norm: 4.5872 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1918 loss: 3.1918 2022/07/27 00:03:04 - mmengine - INFO - Epoch(train) [17][340/3757] lr: 9.8063e-03 eta: 2 days, 19:18:15 time: 0.4043 data_time: 0.0156 memory: 17007 grad_norm: 4.7115 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.5264 loss: 3.5264 2022/07/27 00:03:12 - mmengine - INFO - Epoch(train) [17][360/3757] lr: 9.8063e-03 eta: 2 days, 19:18:07 time: 0.3922 data_time: 0.0163 memory: 17007 grad_norm: 4.6915 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1725 loss: 3.1725 2022/07/27 00:03:20 - mmengine - INFO - Epoch(train) [17][380/3757] lr: 9.8063e-03 eta: 2 days, 19:17:59 time: 0.3925 data_time: 0.0167 memory: 17007 grad_norm: 4.6491 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1824 loss: 3.1824 2022/07/27 00:03:28 - mmengine - INFO - Epoch(train) [17][400/3757] lr: 9.8063e-03 eta: 2 days, 19:17:54 time: 0.4089 data_time: 0.0167 memory: 17007 grad_norm: 4.5989 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0371 loss: 3.0371 2022/07/27 00:03:36 - mmengine - INFO - Epoch(train) [17][420/3757] lr: 9.8063e-03 eta: 2 days, 19:17:46 time: 0.3922 data_time: 0.0164 memory: 17007 grad_norm: 4.5156 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1633 loss: 3.1633 2022/07/27 00:03:44 - mmengine - INFO - Epoch(train) [17][440/3757] lr: 9.8063e-03 eta: 2 days, 19:17:39 time: 0.3975 data_time: 0.0160 memory: 17007 grad_norm: 4.6274 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3598 loss: 3.3598 2022/07/27 00:03:52 - mmengine - INFO - Epoch(train) [17][460/3757] lr: 9.8063e-03 eta: 2 days, 19:17:30 time: 0.3915 data_time: 0.0155 memory: 17007 grad_norm: 4.7564 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3080 loss: 3.3080 2022/07/27 00:04:00 - mmengine - INFO - Epoch(train) [17][480/3757] lr: 9.8063e-03 eta: 2 days, 19:17:22 time: 0.3915 data_time: 0.0159 memory: 17007 grad_norm: 4.6549 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1208 loss: 3.1208 2022/07/27 00:04:08 - mmengine - INFO - Epoch(train) [17][500/3757] lr: 9.8063e-03 eta: 2 days, 19:17:14 time: 0.3923 data_time: 0.0148 memory: 17007 grad_norm: 4.7420 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3604 loss: 3.3604 2022/07/27 00:04:15 - mmengine - INFO - Epoch(train) [17][520/3757] lr: 9.8063e-03 eta: 2 days, 19:17:06 time: 0.3927 data_time: 0.0163 memory: 17007 grad_norm: 4.6544 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9722 loss: 2.9722 2022/07/27 00:04:23 - mmengine - INFO - Epoch(train) [17][540/3757] lr: 9.8063e-03 eta: 2 days, 19:16:58 time: 0.3914 data_time: 0.0156 memory: 17007 grad_norm: 4.5818 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1366 loss: 3.1366 2022/07/27 00:04:31 - mmengine - INFO - Epoch(train) [17][560/3757] lr: 9.8063e-03 eta: 2 days, 19:16:49 time: 0.3912 data_time: 0.0159 memory: 17007 grad_norm: 4.5779 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2289 loss: 3.2289 2022/07/27 00:04:39 - mmengine - INFO - Epoch(train) [17][580/3757] lr: 9.8063e-03 eta: 2 days, 19:16:41 time: 0.3927 data_time: 0.0155 memory: 17007 grad_norm: 4.6274 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0427 loss: 3.0427 2022/07/27 00:04:47 - mmengine - INFO - Epoch(train) [17][600/3757] lr: 9.8063e-03 eta: 2 days, 19:16:35 time: 0.4007 data_time: 0.0155 memory: 17007 grad_norm: 4.5966 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9271 loss: 2.9271 2022/07/27 00:04:55 - mmengine - INFO - Epoch(train) [17][620/3757] lr: 9.8063e-03 eta: 2 days, 19:16:27 time: 0.3919 data_time: 0.0157 memory: 17007 grad_norm: 4.6971 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1365 loss: 3.1365 2022/07/27 00:05:03 - mmengine - INFO - Epoch(train) [17][640/3757] lr: 9.8063e-03 eta: 2 days, 19:16:19 time: 0.3942 data_time: 0.0155 memory: 17007 grad_norm: 4.7152 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0274 loss: 3.0274 2022/07/27 00:05:11 - mmengine - INFO - Epoch(train) [17][660/3757] lr: 9.8063e-03 eta: 2 days, 19:16:12 time: 0.3957 data_time: 0.0155 memory: 17007 grad_norm: 4.7199 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3610 loss: 3.3610 2022/07/27 00:05:19 - mmengine - INFO - Epoch(train) [17][680/3757] lr: 9.8063e-03 eta: 2 days, 19:16:04 time: 0.3931 data_time: 0.0166 memory: 17007 grad_norm: 4.6961 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2898 loss: 3.2898 2022/07/27 00:05:26 - mmengine - INFO - Epoch(train) [17][700/3757] lr: 9.8063e-03 eta: 2 days, 19:15:56 time: 0.3969 data_time: 0.0155 memory: 17007 grad_norm: 4.6858 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1698 loss: 3.1698 2022/07/27 00:05:34 - mmengine - INFO - Epoch(train) [17][720/3757] lr: 9.8063e-03 eta: 2 days, 19:15:50 time: 0.4021 data_time: 0.0172 memory: 17007 grad_norm: 4.5969 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3954 loss: 3.3954 2022/07/27 00:05:42 - mmengine - INFO - Epoch(train) [17][740/3757] lr: 9.8063e-03 eta: 2 days, 19:15:42 time: 0.3914 data_time: 0.0156 memory: 17007 grad_norm: 4.5298 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2712 loss: 3.2712 2022/07/27 00:05:50 - mmengine - INFO - Epoch(train) [17][760/3757] lr: 9.8063e-03 eta: 2 days, 19:15:35 time: 0.3964 data_time: 0.0176 memory: 17007 grad_norm: 4.4711 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8465 loss: 2.8465 2022/07/27 00:05:58 - mmengine - INFO - Epoch(train) [17][780/3757] lr: 9.8063e-03 eta: 2 days, 19:15:28 time: 0.3963 data_time: 0.0146 memory: 17007 grad_norm: 4.5429 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0055 loss: 3.0055 2022/07/27 00:06:06 - mmengine - INFO - Epoch(train) [17][800/3757] lr: 9.8063e-03 eta: 2 days, 19:15:22 time: 0.4034 data_time: 0.0173 memory: 17007 grad_norm: 4.7346 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2079 loss: 3.2079 2022/07/27 00:06:14 - mmengine - INFO - Epoch(train) [17][820/3757] lr: 9.8063e-03 eta: 2 days, 19:15:17 time: 0.4093 data_time: 0.0154 memory: 17007 grad_norm: 4.7308 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5091 loss: 3.5091 2022/07/27 00:06:22 - mmengine - INFO - Epoch(train) [17][840/3757] lr: 9.8063e-03 eta: 2 days, 19:15:09 time: 0.3917 data_time: 0.0160 memory: 17007 grad_norm: 4.6422 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4272 loss: 3.4272 2022/07/27 00:06:30 - mmengine - INFO - Epoch(train) [17][860/3757] lr: 9.8063e-03 eta: 2 days, 19:15:02 time: 0.3972 data_time: 0.0156 memory: 17007 grad_norm: 4.7279 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2512 loss: 3.2512 2022/07/27 00:06:38 - mmengine - INFO - Epoch(train) [17][880/3757] lr: 9.8063e-03 eta: 2 days, 19:14:54 time: 0.3928 data_time: 0.0170 memory: 17007 grad_norm: 4.8277 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.2146 loss: 3.2146 2022/07/27 00:06:41 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/27 00:06:46 - mmengine - INFO - Epoch(train) [17][900/3757] lr: 9.8063e-03 eta: 2 days, 19:14:46 time: 0.3952 data_time: 0.0159 memory: 17007 grad_norm: 4.6369 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1558 loss: 3.1558 2022/07/27 00:06:54 - mmengine - INFO - Epoch(train) [17][920/3757] lr: 9.8063e-03 eta: 2 days, 19:14:38 time: 0.3933 data_time: 0.0175 memory: 17007 grad_norm: 4.7117 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2451 loss: 3.2451 2022/07/27 00:07:02 - mmengine - INFO - Epoch(train) [17][940/3757] lr: 9.8063e-03 eta: 2 days, 19:14:30 time: 0.3906 data_time: 0.0149 memory: 17007 grad_norm: 4.7123 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0266 loss: 3.0266 2022/07/27 00:07:10 - mmengine - INFO - Epoch(train) [17][960/3757] lr: 9.8063e-03 eta: 2 days, 19:14:22 time: 0.3960 data_time: 0.0161 memory: 17007 grad_norm: 4.6856 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0918 loss: 3.0918 2022/07/27 00:07:18 - mmengine - INFO - Epoch(train) [17][980/3757] lr: 9.8063e-03 eta: 2 days, 19:14:16 time: 0.4016 data_time: 0.0159 memory: 17007 grad_norm: 4.5745 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0403 loss: 3.0403 2022/07/27 00:07:26 - mmengine - INFO - Epoch(train) [17][1000/3757] lr: 9.8063e-03 eta: 2 days, 19:14:09 time: 0.3993 data_time: 0.0167 memory: 17007 grad_norm: 4.5973 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3144 loss: 3.3144 2022/07/27 00:07:33 - mmengine - INFO - Epoch(train) [17][1020/3757] lr: 9.8063e-03 eta: 2 days, 19:14:01 time: 0.3927 data_time: 0.0155 memory: 17007 grad_norm: 4.6923 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1516 loss: 3.1516 2022/07/27 00:07:41 - mmengine - INFO - Epoch(train) [17][1040/3757] lr: 9.8063e-03 eta: 2 days, 19:13:53 time: 0.3924 data_time: 0.0160 memory: 17007 grad_norm: 4.5666 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0644 loss: 3.0644 2022/07/27 00:07:49 - mmengine - INFO - Epoch(train) [17][1060/3757] lr: 9.8063e-03 eta: 2 days, 19:13:46 time: 0.3953 data_time: 0.0167 memory: 17007 grad_norm: 4.6578 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3064 loss: 3.3064 2022/07/27 00:07:57 - mmengine - INFO - Epoch(train) [17][1080/3757] lr: 9.8063e-03 eta: 2 days, 19:13:38 time: 0.3932 data_time: 0.0164 memory: 17007 grad_norm: 4.6107 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1724 loss: 3.1724 2022/07/27 00:08:05 - mmengine - INFO - Epoch(train) [17][1100/3757] lr: 9.8063e-03 eta: 2 days, 19:13:30 time: 0.3932 data_time: 0.0163 memory: 17007 grad_norm: 4.6731 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5398 loss: 3.5398 2022/07/27 00:08:13 - mmengine - INFO - Epoch(train) [17][1120/3757] lr: 9.8063e-03 eta: 2 days, 19:13:22 time: 0.3915 data_time: 0.0157 memory: 17007 grad_norm: 4.6936 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0925 loss: 3.0925 2022/07/27 00:08:21 - mmengine - INFO - Epoch(train) [17][1140/3757] lr: 9.8063e-03 eta: 2 days, 19:13:15 time: 0.3998 data_time: 0.0159 memory: 17007 grad_norm: 4.6326 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0615 loss: 3.0615 2022/07/27 00:08:29 - mmengine - INFO - Epoch(train) [17][1160/3757] lr: 9.8063e-03 eta: 2 days, 19:13:07 time: 0.3935 data_time: 0.0161 memory: 17007 grad_norm: 4.6633 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1716 loss: 3.1716 2022/07/27 00:08:37 - mmengine - INFO - Epoch(train) [17][1180/3757] lr: 9.8063e-03 eta: 2 days, 19:12:59 time: 0.3927 data_time: 0.0161 memory: 17007 grad_norm: 4.7072 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2763 loss: 3.2763 2022/07/27 00:08:44 - mmengine - INFO - Epoch(train) [17][1200/3757] lr: 9.8063e-03 eta: 2 days, 19:12:51 time: 0.3930 data_time: 0.0163 memory: 17007 grad_norm: 4.6208 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9730 loss: 2.9730 2022/07/27 00:08:52 - mmengine - INFO - Epoch(train) [17][1220/3757] lr: 9.8063e-03 eta: 2 days, 19:12:43 time: 0.3898 data_time: 0.0144 memory: 17007 grad_norm: 4.6244 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0349 loss: 3.0349 2022/07/27 00:09:00 - mmengine - INFO - Epoch(train) [17][1240/3757] lr: 9.8063e-03 eta: 2 days, 19:12:34 time: 0.3916 data_time: 0.0159 memory: 17007 grad_norm: 4.6494 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.4492 loss: 3.4492 2022/07/27 00:09:09 - mmengine - INFO - Epoch(train) [17][1260/3757] lr: 9.8063e-03 eta: 2 days, 19:12:34 time: 0.4320 data_time: 0.0161 memory: 17007 grad_norm: 4.7269 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9930 loss: 2.9930 2022/07/27 00:09:17 - mmengine - INFO - Epoch(train) [17][1280/3757] lr: 9.8063e-03 eta: 2 days, 19:12:26 time: 0.3921 data_time: 0.0159 memory: 17007 grad_norm: 4.5892 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.2967 loss: 3.2967 2022/07/27 00:09:24 - mmengine - INFO - Epoch(train) [17][1300/3757] lr: 9.8063e-03 eta: 2 days, 19:12:19 time: 0.3959 data_time: 0.0158 memory: 17007 grad_norm: 4.6885 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.3215 loss: 3.3215 2022/07/27 00:09:32 - mmengine - INFO - Epoch(train) [17][1320/3757] lr: 9.8063e-03 eta: 2 days, 19:12:11 time: 0.3923 data_time: 0.0159 memory: 17007 grad_norm: 4.6859 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3286 loss: 3.3286 2022/07/27 00:09:40 - mmengine - INFO - Epoch(train) [17][1340/3757] lr: 9.8063e-03 eta: 2 days, 19:12:03 time: 0.3925 data_time: 0.0155 memory: 17007 grad_norm: 4.5873 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8897 loss: 2.8897 2022/07/27 00:09:48 - mmengine - INFO - Epoch(train) [17][1360/3757] lr: 9.8063e-03 eta: 2 days, 19:11:55 time: 0.3932 data_time: 0.0158 memory: 17007 grad_norm: 4.6509 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1474 loss: 3.1474 2022/07/27 00:09:56 - mmengine - INFO - Epoch(train) [17][1380/3757] lr: 9.8063e-03 eta: 2 days, 19:11:46 time: 0.3905 data_time: 0.0150 memory: 17007 grad_norm: 4.7196 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1837 loss: 3.1837 2022/07/27 00:10:04 - mmengine - INFO - Epoch(train) [17][1400/3757] lr: 9.8063e-03 eta: 2 days, 19:11:39 time: 0.3946 data_time: 0.0164 memory: 17007 grad_norm: 4.6823 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1834 loss: 3.1834 2022/07/27 00:10:12 - mmengine - INFO - Epoch(train) [17][1420/3757] lr: 9.8063e-03 eta: 2 days, 19:11:30 time: 0.3914 data_time: 0.0154 memory: 17007 grad_norm: 4.7266 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3601 loss: 3.3601 2022/07/27 00:10:19 - mmengine - INFO - Epoch(train) [17][1440/3757] lr: 9.8063e-03 eta: 2 days, 19:11:22 time: 0.3922 data_time: 0.0162 memory: 17007 grad_norm: 4.7312 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3295 loss: 3.3295 2022/07/27 00:10:27 - mmengine - INFO - Epoch(train) [17][1460/3757] lr: 9.8063e-03 eta: 2 days, 19:11:15 time: 0.3991 data_time: 0.0153 memory: 17007 grad_norm: 4.7294 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4433 loss: 3.4433 2022/07/27 00:10:35 - mmengine - INFO - Epoch(train) [17][1480/3757] lr: 9.8063e-03 eta: 2 days, 19:11:07 time: 0.3928 data_time: 0.0168 memory: 17007 grad_norm: 4.7549 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3282 loss: 3.3282 2022/07/27 00:10:43 - mmengine - INFO - Epoch(train) [17][1500/3757] lr: 9.8063e-03 eta: 2 days, 19:10:59 time: 0.3915 data_time: 0.0150 memory: 17007 grad_norm: 4.6646 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4321 loss: 3.4321 2022/07/27 00:10:51 - mmengine - INFO - Epoch(train) [17][1520/3757] lr: 9.8063e-03 eta: 2 days, 19:10:53 time: 0.4037 data_time: 0.0154 memory: 17007 grad_norm: 4.6742 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1674 loss: 3.1674 2022/07/27 00:10:59 - mmengine - INFO - Epoch(train) [17][1540/3757] lr: 9.8063e-03 eta: 2 days, 19:10:45 time: 0.3923 data_time: 0.0151 memory: 17007 grad_norm: 4.7551 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.4072 loss: 3.4072 2022/07/27 00:11:07 - mmengine - INFO - Epoch(train) [17][1560/3757] lr: 9.8063e-03 eta: 2 days, 19:10:39 time: 0.4015 data_time: 0.0164 memory: 17007 grad_norm: 4.6694 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.1912 loss: 3.1912 2022/07/27 00:11:15 - mmengine - INFO - Epoch(train) [17][1580/3757] lr: 9.8063e-03 eta: 2 days, 19:10:31 time: 0.3919 data_time: 0.0154 memory: 17007 grad_norm: 4.5767 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.8874 loss: 2.8874 2022/07/27 00:11:23 - mmengine - INFO - Epoch(train) [17][1600/3757] lr: 9.8063e-03 eta: 2 days, 19:10:22 time: 0.3910 data_time: 0.0155 memory: 17007 grad_norm: 4.7186 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.2234 loss: 3.2234 2022/07/27 00:11:31 - mmengine - INFO - Epoch(train) [17][1620/3757] lr: 9.8063e-03 eta: 2 days, 19:10:14 time: 0.3927 data_time: 0.0153 memory: 17007 grad_norm: 4.5336 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1009 loss: 3.1009 2022/07/27 00:11:39 - mmengine - INFO - Epoch(train) [17][1640/3757] lr: 9.8063e-03 eta: 2 days, 19:10:08 time: 0.4020 data_time: 0.0170 memory: 17007 grad_norm: 4.7157 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2465 loss: 3.2465 2022/07/27 00:11:46 - mmengine - INFO - Epoch(train) [17][1660/3757] lr: 9.8063e-03 eta: 2 days, 19:10:00 time: 0.3936 data_time: 0.0162 memory: 17007 grad_norm: 4.7025 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9336 loss: 2.9336 2022/07/27 00:11:54 - mmengine - INFO - Epoch(train) [17][1680/3757] lr: 9.8063e-03 eta: 2 days, 19:09:54 time: 0.4012 data_time: 0.0168 memory: 17007 grad_norm: 4.5955 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.2479 loss: 3.2479 2022/07/27 00:12:02 - mmengine - INFO - Epoch(train) [17][1700/3757] lr: 9.8063e-03 eta: 2 days, 19:09:45 time: 0.3903 data_time: 0.0139 memory: 17007 grad_norm: 4.6748 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1411 loss: 3.1411 2022/07/27 00:12:10 - mmengine - INFO - Epoch(train) [17][1720/3757] lr: 9.8063e-03 eta: 2 days, 19:09:38 time: 0.3934 data_time: 0.0160 memory: 17007 grad_norm: 4.7521 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3755 loss: 3.3755 2022/07/27 00:12:18 - mmengine - INFO - Epoch(train) [17][1740/3757] lr: 9.8063e-03 eta: 2 days, 19:09:29 time: 0.3916 data_time: 0.0150 memory: 17007 grad_norm: 4.6654 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4270 loss: 3.4270 2022/07/27 00:12:26 - mmengine - INFO - Epoch(train) [17][1760/3757] lr: 9.8063e-03 eta: 2 days, 19:09:21 time: 0.3929 data_time: 0.0168 memory: 17007 grad_norm: 4.7295 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0972 loss: 3.0972 2022/07/27 00:12:34 - mmengine - INFO - Epoch(train) [17][1780/3757] lr: 9.8063e-03 eta: 2 days, 19:09:13 time: 0.3928 data_time: 0.0153 memory: 17007 grad_norm: 4.8351 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2666 loss: 3.2666 2022/07/27 00:12:42 - mmengine - INFO - Epoch(train) [17][1800/3757] lr: 9.8063e-03 eta: 2 days, 19:09:05 time: 0.3925 data_time: 0.0148 memory: 17007 grad_norm: 4.6729 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3856 loss: 3.3856 2022/07/27 00:12:49 - mmengine - INFO - Epoch(train) [17][1820/3757] lr: 9.8063e-03 eta: 2 days, 19:08:57 time: 0.3919 data_time: 0.0146 memory: 17007 grad_norm: 4.5769 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1714 loss: 3.1714 2022/07/27 00:12:57 - mmengine - INFO - Epoch(train) [17][1840/3757] lr: 9.8063e-03 eta: 2 days, 19:08:50 time: 0.3970 data_time: 0.0168 memory: 17007 grad_norm: 4.6177 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3753 loss: 3.3753 2022/07/27 00:13:05 - mmengine - INFO - Epoch(train) [17][1860/3757] lr: 9.8063e-03 eta: 2 days, 19:08:42 time: 0.3925 data_time: 0.0161 memory: 17007 grad_norm: 4.7094 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3204 loss: 3.3204 2022/07/27 00:13:13 - mmengine - INFO - Epoch(train) [17][1880/3757] lr: 9.8063e-03 eta: 2 days, 19:08:34 time: 0.3924 data_time: 0.0163 memory: 17007 grad_norm: 4.5659 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0295 loss: 3.0295 2022/07/27 00:13:16 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/27 00:13:21 - mmengine - INFO - Epoch(train) [17][1900/3757] lr: 9.8063e-03 eta: 2 days, 19:08:26 time: 0.3923 data_time: 0.0152 memory: 17007 grad_norm: 4.7155 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3353 loss: 3.3353 2022/07/27 00:13:29 - mmengine - INFO - Epoch(train) [17][1920/3757] lr: 9.8063e-03 eta: 2 days, 19:08:18 time: 0.3934 data_time: 0.0172 memory: 17007 grad_norm: 4.5222 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.2438 loss: 3.2438 2022/07/27 00:13:37 - mmengine - INFO - Epoch(train) [17][1940/3757] lr: 9.8063e-03 eta: 2 days, 19:08:10 time: 0.3921 data_time: 0.0147 memory: 17007 grad_norm: 4.7476 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1708 loss: 3.1708 2022/07/27 00:13:44 - mmengine - INFO - Epoch(train) [17][1960/3757] lr: 9.8063e-03 eta: 2 days, 19:08:02 time: 0.3935 data_time: 0.0174 memory: 17007 grad_norm: 4.6407 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1516 loss: 3.1516 2022/07/27 00:13:52 - mmengine - INFO - Epoch(train) [17][1980/3757] lr: 9.8063e-03 eta: 2 days, 19:07:53 time: 0.3898 data_time: 0.0141 memory: 17007 grad_norm: 4.6237 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5453 loss: 3.5453 2022/07/27 00:14:00 - mmengine - INFO - Epoch(train) [17][2000/3757] lr: 9.8063e-03 eta: 2 days, 19:07:45 time: 0.3920 data_time: 0.0161 memory: 17007 grad_norm: 4.5502 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.4119 loss: 3.4119 2022/07/27 00:14:08 - mmengine - INFO - Epoch(train) [17][2020/3757] lr: 9.8063e-03 eta: 2 days, 19:07:37 time: 0.3929 data_time: 0.0156 memory: 17007 grad_norm: 4.7023 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5600 loss: 3.5600 2022/07/27 00:14:16 - mmengine - INFO - Epoch(train) [17][2040/3757] lr: 9.8063e-03 eta: 2 days, 19:07:29 time: 0.3925 data_time: 0.0169 memory: 17007 grad_norm: 4.6804 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.6551 loss: 3.6551 2022/07/27 00:14:24 - mmengine - INFO - Epoch(train) [17][2060/3757] lr: 9.8063e-03 eta: 2 days, 19:07:21 time: 0.3932 data_time: 0.0147 memory: 17007 grad_norm: 4.6517 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9508 loss: 2.9508 2022/07/27 00:14:32 - mmengine - INFO - Epoch(train) [17][2080/3757] lr: 9.8063e-03 eta: 2 days, 19:07:13 time: 0.3940 data_time: 0.0170 memory: 17007 grad_norm: 4.5632 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2304 loss: 3.2304 2022/07/27 00:14:39 - mmengine - INFO - Epoch(train) [17][2100/3757] lr: 9.8063e-03 eta: 2 days, 19:07:06 time: 0.3956 data_time: 0.0158 memory: 17007 grad_norm: 4.7318 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1113 loss: 3.1113 2022/07/27 00:14:47 - mmengine - INFO - Epoch(train) [17][2120/3757] lr: 9.8063e-03 eta: 2 days, 19:06:58 time: 0.3926 data_time: 0.0170 memory: 17007 grad_norm: 4.6557 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1673 loss: 3.1673 2022/07/27 00:14:55 - mmengine - INFO - Epoch(train) [17][2140/3757] lr: 9.8063e-03 eta: 2 days, 19:06:49 time: 0.3911 data_time: 0.0148 memory: 17007 grad_norm: 4.7175 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.2644 loss: 3.2644 2022/07/27 00:15:03 - mmengine - INFO - Epoch(train) [17][2160/3757] lr: 9.8063e-03 eta: 2 days, 19:06:41 time: 0.3911 data_time: 0.0152 memory: 17007 grad_norm: 4.6564 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.3044 loss: 3.3044 2022/07/27 00:15:11 - mmengine - INFO - Epoch(train) [17][2180/3757] lr: 9.8063e-03 eta: 2 days, 19:06:33 time: 0.3925 data_time: 0.0149 memory: 17007 grad_norm: 4.5938 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3006 loss: 3.3006 2022/07/27 00:15:19 - mmengine - INFO - Epoch(train) [17][2200/3757] lr: 9.8063e-03 eta: 2 days, 19:06:25 time: 0.3938 data_time: 0.0181 memory: 17007 grad_norm: 4.7423 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3667 loss: 3.3667 2022/07/27 00:15:27 - mmengine - INFO - Epoch(train) [17][2220/3757] lr: 9.8063e-03 eta: 2 days, 19:06:17 time: 0.3934 data_time: 0.0146 memory: 17007 grad_norm: 4.7299 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4700 loss: 3.4700 2022/07/27 00:15:34 - mmengine - INFO - Epoch(train) [17][2240/3757] lr: 9.8063e-03 eta: 2 days, 19:06:09 time: 0.3932 data_time: 0.0170 memory: 17007 grad_norm: 4.7103 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0028 loss: 3.0028 2022/07/27 00:15:42 - mmengine - INFO - Epoch(train) [17][2260/3757] lr: 9.8063e-03 eta: 2 days, 19:06:01 time: 0.3905 data_time: 0.0152 memory: 17007 grad_norm: 4.7434 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2181 loss: 3.2181 2022/07/27 00:15:50 - mmengine - INFO - Epoch(train) [17][2280/3757] lr: 9.8063e-03 eta: 2 days, 19:05:53 time: 0.3917 data_time: 0.0156 memory: 17007 grad_norm: 4.4554 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9941 loss: 2.9941 2022/07/27 00:15:58 - mmengine - INFO - Epoch(train) [17][2300/3757] lr: 9.8063e-03 eta: 2 days, 19:05:45 time: 0.3929 data_time: 0.0156 memory: 17007 grad_norm: 4.8034 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0753 loss: 3.0753 2022/07/27 00:16:06 - mmengine - INFO - Epoch(train) [17][2320/3757] lr: 9.8063e-03 eta: 2 days, 19:05:37 time: 0.3948 data_time: 0.0171 memory: 17007 grad_norm: 4.5872 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0350 loss: 3.0350 2022/07/27 00:16:14 - mmengine - INFO - Epoch(train) [17][2340/3757] lr: 9.8063e-03 eta: 2 days, 19:05:29 time: 0.3910 data_time: 0.0144 memory: 17007 grad_norm: 4.7779 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1895 loss: 3.1895 2022/07/27 00:16:22 - mmengine - INFO - Epoch(train) [17][2360/3757] lr: 9.8063e-03 eta: 2 days, 19:05:23 time: 0.4039 data_time: 0.0159 memory: 17007 grad_norm: 4.6228 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1186 loss: 3.1186 2022/07/27 00:16:30 - mmengine - INFO - Epoch(train) [17][2380/3757] lr: 9.8063e-03 eta: 2 days, 19:05:14 time: 0.3907 data_time: 0.0164 memory: 17007 grad_norm: 4.5889 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2856 loss: 3.2856 2022/07/27 00:16:37 - mmengine - INFO - Epoch(train) [17][2400/3757] lr: 9.8063e-03 eta: 2 days, 19:05:07 time: 0.3955 data_time: 0.0161 memory: 17007 grad_norm: 4.5860 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3645 loss: 3.3645 2022/07/27 00:16:45 - mmengine - INFO - Epoch(train) [17][2420/3757] lr: 9.8063e-03 eta: 2 days, 19:04:59 time: 0.3913 data_time: 0.0151 memory: 17007 grad_norm: 4.6812 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3583 loss: 3.3583 2022/07/27 00:16:53 - mmengine - INFO - Epoch(train) [17][2440/3757] lr: 9.8063e-03 eta: 2 days, 19:04:51 time: 0.3926 data_time: 0.0160 memory: 17007 grad_norm: 4.7075 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.2152 loss: 3.2152 2022/07/27 00:17:01 - mmengine - INFO - Epoch(train) [17][2460/3757] lr: 9.8063e-03 eta: 2 days, 19:04:43 time: 0.3930 data_time: 0.0155 memory: 17007 grad_norm: 4.6934 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0557 loss: 3.0557 2022/07/27 00:17:09 - mmengine - INFO - Epoch(train) [17][2480/3757] lr: 9.8063e-03 eta: 2 days, 19:04:34 time: 0.3921 data_time: 0.0149 memory: 17007 grad_norm: 4.6181 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4100 loss: 3.4100 2022/07/27 00:17:17 - mmengine - INFO - Epoch(train) [17][2500/3757] lr: 9.8063e-03 eta: 2 days, 19:04:27 time: 0.3937 data_time: 0.0160 memory: 17007 grad_norm: 4.6450 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.9530 loss: 2.9530 2022/07/27 00:17:25 - mmengine - INFO - Epoch(train) [17][2520/3757] lr: 9.8063e-03 eta: 2 days, 19:04:18 time: 0.3920 data_time: 0.0160 memory: 17007 grad_norm: 4.6139 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.0049 loss: 3.0049 2022/07/27 00:17:32 - mmengine - INFO - Epoch(train) [17][2540/3757] lr: 9.8063e-03 eta: 2 days, 19:04:10 time: 0.3915 data_time: 0.0152 memory: 17007 grad_norm: 4.7796 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1259 loss: 3.1259 2022/07/27 00:17:40 - mmengine - INFO - Epoch(train) [17][2560/3757] lr: 9.8063e-03 eta: 2 days, 19:04:02 time: 0.3935 data_time: 0.0148 memory: 17007 grad_norm: 4.7827 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1022 loss: 3.1022 2022/07/27 00:17:48 - mmengine - INFO - Epoch(train) [17][2580/3757] lr: 9.8063e-03 eta: 2 days, 19:03:54 time: 0.3931 data_time: 0.0153 memory: 17007 grad_norm: 4.6415 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.1407 loss: 3.1407 2022/07/27 00:17:56 - mmengine - INFO - Epoch(train) [17][2600/3757] lr: 9.8063e-03 eta: 2 days, 19:03:47 time: 0.3947 data_time: 0.0167 memory: 17007 grad_norm: 4.6263 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9790 loss: 2.9790 2022/07/27 00:18:04 - mmengine - INFO - Epoch(train) [17][2620/3757] lr: 9.8063e-03 eta: 2 days, 19:03:38 time: 0.3903 data_time: 0.0151 memory: 17007 grad_norm: 4.7301 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9608 loss: 2.9608 2022/07/27 00:18:12 - mmengine - INFO - Epoch(train) [17][2640/3757] lr: 9.8063e-03 eta: 2 days, 19:03:30 time: 0.3930 data_time: 0.0167 memory: 17007 grad_norm: 4.8142 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2263 loss: 3.2263 2022/07/27 00:18:20 - mmengine - INFO - Epoch(train) [17][2660/3757] lr: 9.8063e-03 eta: 2 days, 19:03:23 time: 0.3938 data_time: 0.0159 memory: 17007 grad_norm: 4.7581 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.2547 loss: 3.2547 2022/07/27 00:18:27 - mmengine - INFO - Epoch(train) [17][2680/3757] lr: 9.8063e-03 eta: 2 days, 19:03:15 time: 0.3933 data_time: 0.0158 memory: 17007 grad_norm: 4.6942 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1154 loss: 3.1154 2022/07/27 00:18:36 - mmengine - INFO - Epoch(train) [17][2700/3757] lr: 9.8063e-03 eta: 2 days, 19:03:09 time: 0.4056 data_time: 0.0164 memory: 17007 grad_norm: 4.6381 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.3571 loss: 3.3571 2022/07/27 00:18:43 - mmengine - INFO - Epoch(train) [17][2720/3757] lr: 9.8063e-03 eta: 2 days, 19:03:01 time: 0.3917 data_time: 0.0156 memory: 17007 grad_norm: 4.6866 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1799 loss: 3.1799 2022/07/27 00:18:51 - mmengine - INFO - Epoch(train) [17][2740/3757] lr: 9.8063e-03 eta: 2 days, 19:02:53 time: 0.3916 data_time: 0.0151 memory: 17007 grad_norm: 4.6418 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2292 loss: 3.2292 2022/07/27 00:18:59 - mmengine - INFO - Epoch(train) [17][2760/3757] lr: 9.8063e-03 eta: 2 days, 19:02:45 time: 0.3931 data_time: 0.0156 memory: 17007 grad_norm: 4.8016 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9672 loss: 2.9672 2022/07/27 00:19:07 - mmengine - INFO - Epoch(train) [17][2780/3757] lr: 9.8063e-03 eta: 2 days, 19:02:38 time: 0.3993 data_time: 0.0158 memory: 17007 grad_norm: 4.7188 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2693 loss: 3.2693 2022/07/27 00:19:15 - mmengine - INFO - Epoch(train) [17][2800/3757] lr: 9.8063e-03 eta: 2 days, 19:02:30 time: 0.3946 data_time: 0.0189 memory: 17007 grad_norm: 4.7210 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2635 loss: 3.2635 2022/07/27 00:19:23 - mmengine - INFO - Epoch(train) [17][2820/3757] lr: 9.8063e-03 eta: 2 days, 19:02:22 time: 0.3896 data_time: 0.0141 memory: 17007 grad_norm: 4.8753 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.4040 loss: 3.4040 2022/07/27 00:19:31 - mmengine - INFO - Epoch(train) [17][2840/3757] lr: 9.8063e-03 eta: 2 days, 19:02:14 time: 0.3920 data_time: 0.0160 memory: 17007 grad_norm: 4.6954 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0954 loss: 3.0954 2022/07/27 00:19:38 - mmengine - INFO - Epoch(train) [17][2860/3757] lr: 9.8063e-03 eta: 2 days, 19:02:05 time: 0.3917 data_time: 0.0149 memory: 17007 grad_norm: 4.6519 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1436 loss: 3.1436 2022/07/27 00:19:47 - mmengine - INFO - Epoch(train) [17][2880/3757] lr: 9.8063e-03 eta: 2 days, 19:02:01 time: 0.4105 data_time: 0.0159 memory: 17007 grad_norm: 4.6608 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3888 loss: 3.3888 2022/07/27 00:19:50 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/27 00:19:55 - mmengine - INFO - Epoch(train) [17][2900/3757] lr: 9.8063e-03 eta: 2 days, 19:01:52 time: 0.3904 data_time: 0.0143 memory: 17007 grad_norm: 4.5353 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1694 loss: 3.1694 2022/07/27 00:20:02 - mmengine - INFO - Epoch(train) [17][2920/3757] lr: 9.8063e-03 eta: 2 days, 19:01:44 time: 0.3909 data_time: 0.0161 memory: 17007 grad_norm: 4.6350 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9765 loss: 2.9765 2022/07/27 00:20:10 - mmengine - INFO - Epoch(train) [17][2940/3757] lr: 9.8063e-03 eta: 2 days, 19:01:36 time: 0.3951 data_time: 0.0158 memory: 17007 grad_norm: 4.7000 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.1126 loss: 3.1126 2022/07/27 00:20:18 - mmengine - INFO - Epoch(train) [17][2960/3757] lr: 9.8063e-03 eta: 2 days, 19:01:29 time: 0.3971 data_time: 0.0166 memory: 17007 grad_norm: 4.7509 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3726 loss: 3.3726 2022/07/27 00:20:26 - mmengine - INFO - Epoch(train) [17][2980/3757] lr: 9.8063e-03 eta: 2 days, 19:01:22 time: 0.3960 data_time: 0.0163 memory: 17007 grad_norm: 4.6154 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0795 loss: 3.0795 2022/07/27 00:20:34 - mmengine - INFO - Epoch(train) [17][3000/3757] lr: 9.8063e-03 eta: 2 days, 19:01:14 time: 0.3917 data_time: 0.0166 memory: 17007 grad_norm: 4.5996 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.3181 loss: 3.3181 2022/07/27 00:20:42 - mmengine - INFO - Epoch(train) [17][3020/3757] lr: 9.8063e-03 eta: 2 days, 19:01:06 time: 0.3948 data_time: 0.0148 memory: 17007 grad_norm: 4.6386 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1883 loss: 3.1883 2022/07/27 00:20:50 - mmengine - INFO - Epoch(train) [17][3040/3757] lr: 9.8063e-03 eta: 2 days, 19:00:58 time: 0.3935 data_time: 0.0157 memory: 17007 grad_norm: 4.6200 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1369 loss: 3.1369 2022/07/27 00:20:58 - mmengine - INFO - Epoch(train) [17][3060/3757] lr: 9.8063e-03 eta: 2 days, 19:00:50 time: 0.3932 data_time: 0.0169 memory: 17007 grad_norm: 4.7585 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3158 loss: 3.3158 2022/07/27 00:21:05 - mmengine - INFO - Epoch(train) [17][3080/3757] lr: 9.8063e-03 eta: 2 days, 19:00:43 time: 0.3958 data_time: 0.0160 memory: 17007 grad_norm: 4.6718 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 2.9579 loss: 2.9579 2022/07/27 00:21:13 - mmengine - INFO - Epoch(train) [17][3100/3757] lr: 9.8063e-03 eta: 2 days, 19:00:34 time: 0.3906 data_time: 0.0162 memory: 17007 grad_norm: 4.7354 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3829 loss: 3.3829 2022/07/27 00:21:21 - mmengine - INFO - Epoch(train) [17][3120/3757] lr: 9.8063e-03 eta: 2 days, 19:00:27 time: 0.3989 data_time: 0.0148 memory: 17007 grad_norm: 4.6493 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.2586 loss: 3.2586 2022/07/27 00:21:29 - mmengine - INFO - Epoch(train) [17][3140/3757] lr: 9.8063e-03 eta: 2 days, 19:00:21 time: 0.4003 data_time: 0.0152 memory: 17007 grad_norm: 4.6052 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2974 loss: 3.2974 2022/07/27 00:21:37 - mmengine - INFO - Epoch(train) [17][3160/3757] lr: 9.8063e-03 eta: 2 days, 19:00:13 time: 0.3954 data_time: 0.0163 memory: 17007 grad_norm: 4.7672 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.0521 loss: 3.0521 2022/07/27 00:21:45 - mmengine - INFO - Epoch(train) [17][3180/3757] lr: 9.8063e-03 eta: 2 days, 19:00:05 time: 0.3897 data_time: 0.0144 memory: 17007 grad_norm: 4.6529 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0580 loss: 3.0580 2022/07/27 00:21:53 - mmengine - INFO - Epoch(train) [17][3200/3757] lr: 9.8063e-03 eta: 2 days, 18:59:57 time: 0.3928 data_time: 0.0169 memory: 17007 grad_norm: 4.7687 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9325 loss: 2.9325 2022/07/27 00:22:01 - mmengine - INFO - Epoch(train) [17][3220/3757] lr: 9.8063e-03 eta: 2 days, 18:59:49 time: 0.3936 data_time: 0.0151 memory: 17007 grad_norm: 4.6744 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5096 loss: 3.5096 2022/07/27 00:22:09 - mmengine - INFO - Epoch(train) [17][3240/3757] lr: 9.8063e-03 eta: 2 days, 18:59:41 time: 0.3927 data_time: 0.0152 memory: 17007 grad_norm: 4.6516 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0230 loss: 3.0230 2022/07/27 00:22:17 - mmengine - INFO - Epoch(train) [17][3260/3757] lr: 9.8063e-03 eta: 2 days, 18:59:34 time: 0.3959 data_time: 0.0163 memory: 17007 grad_norm: 4.7091 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2372 loss: 3.2372 2022/07/27 00:22:24 - mmengine - INFO - Epoch(train) [17][3280/3757] lr: 9.8063e-03 eta: 2 days, 18:59:25 time: 0.3920 data_time: 0.0155 memory: 17007 grad_norm: 4.7429 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1745 loss: 3.1745 2022/07/27 00:22:32 - mmengine - INFO - Epoch(train) [17][3300/3757] lr: 9.8063e-03 eta: 2 days, 18:59:17 time: 0.3914 data_time: 0.0144 memory: 17007 grad_norm: 4.7568 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2843 loss: 3.2843 2022/07/27 00:22:40 - mmengine - INFO - Epoch(train) [17][3320/3757] lr: 9.8063e-03 eta: 2 days, 18:59:09 time: 0.3925 data_time: 0.0161 memory: 17007 grad_norm: 4.6731 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2526 loss: 3.2526 2022/07/27 00:22:48 - mmengine - INFO - Epoch(train) [17][3340/3757] lr: 9.8063e-03 eta: 2 days, 18:59:01 time: 0.3918 data_time: 0.0156 memory: 17007 grad_norm: 4.6788 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2285 loss: 3.2285 2022/07/27 00:22:56 - mmengine - INFO - Epoch(train) [17][3360/3757] lr: 9.8063e-03 eta: 2 days, 18:58:56 time: 0.4089 data_time: 0.0175 memory: 17007 grad_norm: 4.5645 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2975 loss: 3.2975 2022/07/27 00:23:04 - mmengine - INFO - Epoch(train) [17][3380/3757] lr: 9.8063e-03 eta: 2 days, 18:58:48 time: 0.3910 data_time: 0.0150 memory: 17007 grad_norm: 4.5667 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2281 loss: 3.2281 2022/07/27 00:23:12 - mmengine - INFO - Epoch(train) [17][3400/3757] lr: 9.8063e-03 eta: 2 days, 18:58:40 time: 0.3932 data_time: 0.0157 memory: 17007 grad_norm: 4.5407 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2604 loss: 3.2604 2022/07/27 00:23:20 - mmengine - INFO - Epoch(train) [17][3420/3757] lr: 9.8063e-03 eta: 2 days, 18:58:33 time: 0.3974 data_time: 0.0158 memory: 17007 grad_norm: 4.6661 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1617 loss: 3.1617 2022/07/27 00:23:28 - mmengine - INFO - Epoch(train) [17][3440/3757] lr: 9.8063e-03 eta: 2 days, 18:58:25 time: 0.3950 data_time: 0.0165 memory: 17007 grad_norm: 4.6495 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5772 loss: 3.5772 2022/07/27 00:23:35 - mmengine - INFO - Epoch(train) [17][3460/3757] lr: 9.8063e-03 eta: 2 days, 18:58:17 time: 0.3930 data_time: 0.0161 memory: 17007 grad_norm: 4.7156 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.4007 loss: 3.4007 2022/07/27 00:23:43 - mmengine - INFO - Epoch(train) [17][3480/3757] lr: 9.8063e-03 eta: 2 days, 18:58:09 time: 0.3918 data_time: 0.0167 memory: 17007 grad_norm: 4.8167 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1668 loss: 3.1668 2022/07/27 00:23:51 - mmengine - INFO - Epoch(train) [17][3500/3757] lr: 9.8063e-03 eta: 2 days, 18:58:00 time: 0.3906 data_time: 0.0140 memory: 17007 grad_norm: 4.6592 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5728 loss: 3.5728 2022/07/27 00:23:59 - mmengine - INFO - Epoch(train) [17][3520/3757] lr: 9.8063e-03 eta: 2 days, 18:57:53 time: 0.3974 data_time: 0.0175 memory: 17007 grad_norm: 4.5856 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3230 loss: 3.3230 2022/07/27 00:24:07 - mmengine - INFO - Epoch(train) [17][3540/3757] lr: 9.8063e-03 eta: 2 days, 18:57:45 time: 0.3911 data_time: 0.0149 memory: 17007 grad_norm: 4.6801 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2127 loss: 3.2127 2022/07/27 00:24:15 - mmengine - INFO - Epoch(train) [17][3560/3757] lr: 9.8063e-03 eta: 2 days, 18:57:37 time: 0.3919 data_time: 0.0162 memory: 17007 grad_norm: 4.6919 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0445 loss: 3.0445 2022/07/27 00:24:23 - mmengine - INFO - Epoch(train) [17][3580/3757] lr: 9.8063e-03 eta: 2 days, 18:57:29 time: 0.3925 data_time: 0.0143 memory: 17007 grad_norm: 4.7000 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2636 loss: 3.2636 2022/07/27 00:24:31 - mmengine - INFO - Epoch(train) [17][3600/3757] lr: 9.8063e-03 eta: 2 days, 18:57:21 time: 0.3964 data_time: 0.0158 memory: 17007 grad_norm: 4.6011 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8921 loss: 2.8921 2022/07/27 00:24:38 - mmengine - INFO - Epoch(train) [17][3620/3757] lr: 9.8063e-03 eta: 2 days, 18:57:14 time: 0.3974 data_time: 0.0165 memory: 17007 grad_norm: 4.6775 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4872 loss: 3.4872 2022/07/27 00:24:46 - mmengine - INFO - Epoch(train) [17][3640/3757] lr: 9.8063e-03 eta: 2 days, 18:57:06 time: 0.3912 data_time: 0.0156 memory: 17007 grad_norm: 4.7300 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2094 loss: 3.2094 2022/07/27 00:24:54 - mmengine - INFO - Epoch(train) [17][3660/3757] lr: 9.8063e-03 eta: 2 days, 18:56:58 time: 0.3911 data_time: 0.0152 memory: 17007 grad_norm: 4.7115 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2323 loss: 3.2323 2022/07/27 00:25:02 - mmengine - INFO - Epoch(train) [17][3680/3757] lr: 9.8063e-03 eta: 2 days, 18:56:50 time: 0.3945 data_time: 0.0169 memory: 17007 grad_norm: 4.5753 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.2036 loss: 3.2036 2022/07/27 00:25:10 - mmengine - INFO - Epoch(train) [17][3700/3757] lr: 9.8063e-03 eta: 2 days, 18:56:42 time: 0.3916 data_time: 0.0157 memory: 17007 grad_norm: 4.5079 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1375 loss: 3.1375 2022/07/27 00:25:18 - mmengine - INFO - Epoch(train) [17][3720/3757] lr: 9.8063e-03 eta: 2 days, 18:56:34 time: 0.3948 data_time: 0.0156 memory: 17007 grad_norm: 4.6008 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1438 loss: 3.1438 2022/07/27 00:25:26 - mmengine - INFO - Epoch(train) [17][3740/3757] lr: 9.8063e-03 eta: 2 days, 18:56:26 time: 0.3917 data_time: 0.0154 memory: 17007 grad_norm: 4.7160 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.5082 loss: 3.5082 2022/07/27 00:25:32 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/27 00:25:32 - mmengine - INFO - Epoch(train) [17][3757/3757] lr: 9.8063e-03 eta: 2 days, 18:56:26 time: 0.3882 data_time: 0.0163 memory: 17007 grad_norm: 4.7724 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 3.2115 loss: 3.2115 2022/07/27 00:25:32 - mmengine - INFO - Saving checkpoint at 17 epochs 2022/07/27 00:25:45 - mmengine - INFO - Epoch(train) [18][20/3757] lr: 9.7815e-03 eta: 2 days, 18:55:27 time: 0.4964 data_time: 0.1187 memory: 17007 grad_norm: 4.6158 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0323 loss: 3.0323 2022/07/27 00:25:53 - mmengine - INFO - Epoch(train) [18][40/3757] lr: 9.7815e-03 eta: 2 days, 18:55:19 time: 0.3950 data_time: 0.0193 memory: 17007 grad_norm: 4.7665 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1118 loss: 3.1118 2022/07/27 00:26:00 - mmengine - INFO - Epoch(train) [18][60/3757] lr: 9.7815e-03 eta: 2 days, 18:55:11 time: 0.3921 data_time: 0.0141 memory: 17007 grad_norm: 4.7365 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.1181 loss: 3.1181 2022/07/27 00:26:08 - mmengine - INFO - Epoch(train) [18][80/3757] lr: 9.7815e-03 eta: 2 days, 18:55:03 time: 0.3942 data_time: 0.0163 memory: 17007 grad_norm: 4.7838 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0351 loss: 3.0351 2022/07/27 00:26:16 - mmengine - INFO - Epoch(train) [18][100/3757] lr: 9.7815e-03 eta: 2 days, 18:54:55 time: 0.3928 data_time: 0.0151 memory: 17007 grad_norm: 4.6765 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1747 loss: 3.1747 2022/07/27 00:26:24 - mmengine - INFO - Epoch(train) [18][120/3757] lr: 9.7815e-03 eta: 2 days, 18:54:47 time: 0.3918 data_time: 0.0155 memory: 17007 grad_norm: 4.7792 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8954 loss: 2.8954 2022/07/27 00:26:28 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/27 00:26:32 - mmengine - INFO - Epoch(train) [18][140/3757] lr: 9.7815e-03 eta: 2 days, 18:54:40 time: 0.3962 data_time: 0.0146 memory: 17007 grad_norm: 4.7391 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2456 loss: 3.2456 2022/07/27 00:26:40 - mmengine - INFO - Epoch(train) [18][160/3757] lr: 9.7815e-03 eta: 2 days, 18:54:32 time: 0.3910 data_time: 0.0146 memory: 17007 grad_norm: 4.7249 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0755 loss: 3.0755 2022/07/27 00:26:48 - mmengine - INFO - Epoch(train) [18][180/3757] lr: 9.7815e-03 eta: 2 days, 18:54:24 time: 0.3936 data_time: 0.0139 memory: 17007 grad_norm: 4.6468 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0765 loss: 3.0765 2022/07/27 00:26:56 - mmengine - INFO - Epoch(train) [18][200/3757] lr: 9.7815e-03 eta: 2 days, 18:54:16 time: 0.3919 data_time: 0.0164 memory: 17007 grad_norm: 4.6925 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1522 loss: 3.1522 2022/07/27 00:27:03 - mmengine - INFO - Epoch(train) [18][220/3757] lr: 9.7815e-03 eta: 2 days, 18:54:07 time: 0.3907 data_time: 0.0136 memory: 17007 grad_norm: 4.5918 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3570 loss: 3.3570 2022/07/27 00:27:11 - mmengine - INFO - Epoch(train) [18][240/3757] lr: 9.7815e-03 eta: 2 days, 18:54:00 time: 0.3963 data_time: 0.0168 memory: 17007 grad_norm: 4.4999 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9937 loss: 2.9937 2022/07/27 00:27:19 - mmengine - INFO - Epoch(train) [18][260/3757] lr: 9.7815e-03 eta: 2 days, 18:53:52 time: 0.3909 data_time: 0.0151 memory: 17007 grad_norm: 4.5823 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1819 loss: 3.1819 2022/07/27 00:27:27 - mmengine - INFO - Epoch(train) [18][280/3757] lr: 9.7815e-03 eta: 2 days, 18:53:45 time: 0.3978 data_time: 0.0176 memory: 17007 grad_norm: 4.8053 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0377 loss: 3.0377 2022/07/27 00:27:35 - mmengine - INFO - Epoch(train) [18][300/3757] lr: 9.7815e-03 eta: 2 days, 18:53:36 time: 0.3916 data_time: 0.0144 memory: 17007 grad_norm: 4.5210 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0234 loss: 3.0234 2022/07/27 00:27:43 - mmengine - INFO - Epoch(train) [18][320/3757] lr: 9.7815e-03 eta: 2 days, 18:53:28 time: 0.3909 data_time: 0.0155 memory: 17007 grad_norm: 4.6197 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9292 loss: 2.9292 2022/07/27 00:27:51 - mmengine - INFO - Epoch(train) [18][340/3757] lr: 9.7815e-03 eta: 2 days, 18:53:20 time: 0.3929 data_time: 0.0136 memory: 17007 grad_norm: 4.5987 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.1640 loss: 3.1640 2022/07/27 00:27:58 - mmengine - INFO - Epoch(train) [18][360/3757] lr: 9.7815e-03 eta: 2 days, 18:53:12 time: 0.3939 data_time: 0.0167 memory: 17007 grad_norm: 4.7323 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3238 loss: 3.3238 2022/07/27 00:28:06 - mmengine - INFO - Epoch(train) [18][380/3757] lr: 9.7815e-03 eta: 2 days, 18:53:04 time: 0.3913 data_time: 0.0135 memory: 17007 grad_norm: 4.7229 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1746 loss: 3.1746 2022/07/27 00:28:14 - mmengine - INFO - Epoch(train) [18][400/3757] lr: 9.7815e-03 eta: 2 days, 18:52:56 time: 0.3910 data_time: 0.0158 memory: 17007 grad_norm: 4.7670 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0656 loss: 3.0656 2022/07/27 00:28:22 - mmengine - INFO - Epoch(train) [18][420/3757] lr: 9.7815e-03 eta: 2 days, 18:52:47 time: 0.3912 data_time: 0.0139 memory: 17007 grad_norm: 4.6807 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8334 loss: 2.8334 2022/07/27 00:28:30 - mmengine - INFO - Epoch(train) [18][440/3757] lr: 9.7815e-03 eta: 2 days, 18:52:39 time: 0.3933 data_time: 0.0160 memory: 17007 grad_norm: 4.7890 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4339 loss: 3.4339 2022/07/27 00:28:38 - mmengine - INFO - Epoch(train) [18][460/3757] lr: 9.7815e-03 eta: 2 days, 18:52:31 time: 0.3911 data_time: 0.0144 memory: 17007 grad_norm: 4.6548 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4052 loss: 3.4052 2022/07/27 00:28:45 - mmengine - INFO - Epoch(train) [18][480/3757] lr: 9.7815e-03 eta: 2 days, 18:52:23 time: 0.3939 data_time: 0.0172 memory: 17007 grad_norm: 4.6669 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2335 loss: 3.2335 2022/07/27 00:28:53 - mmengine - INFO - Epoch(train) [18][500/3757] lr: 9.7815e-03 eta: 2 days, 18:52:15 time: 0.3919 data_time: 0.0159 memory: 17007 grad_norm: 4.7387 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3525 loss: 3.3525 2022/07/27 00:29:01 - mmengine - INFO - Epoch(train) [18][520/3757] lr: 9.7815e-03 eta: 2 days, 18:52:07 time: 0.3942 data_time: 0.0178 memory: 17007 grad_norm: 4.5446 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1888 loss: 3.1888 2022/07/27 00:29:09 - mmengine - INFO - Epoch(train) [18][540/3757] lr: 9.7815e-03 eta: 2 days, 18:51:59 time: 0.3926 data_time: 0.0157 memory: 17007 grad_norm: 4.7431 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5249 loss: 3.5249 2022/07/27 00:29:17 - mmengine - INFO - Epoch(train) [18][560/3757] lr: 9.7815e-03 eta: 2 days, 18:51:52 time: 0.3934 data_time: 0.0164 memory: 17007 grad_norm: 4.7335 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.6557 loss: 3.6557 2022/07/27 00:29:25 - mmengine - INFO - Epoch(train) [18][580/3757] lr: 9.7815e-03 eta: 2 days, 18:51:43 time: 0.3909 data_time: 0.0147 memory: 17007 grad_norm: 4.6483 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1423 loss: 3.1423 2022/07/27 00:29:33 - mmengine - INFO - Epoch(train) [18][600/3757] lr: 9.7815e-03 eta: 2 days, 18:51:35 time: 0.3930 data_time: 0.0177 memory: 17007 grad_norm: 4.5803 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8996 loss: 2.8996 2022/07/27 00:29:40 - mmengine - INFO - Epoch(train) [18][620/3757] lr: 9.7815e-03 eta: 2 days, 18:51:27 time: 0.3900 data_time: 0.0138 memory: 17007 grad_norm: 4.4589 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.6635 loss: 3.6635 2022/07/27 00:29:48 - mmengine - INFO - Epoch(train) [18][640/3757] lr: 9.7815e-03 eta: 2 days, 18:51:19 time: 0.3940 data_time: 0.0167 memory: 17007 grad_norm: 4.7723 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2467 loss: 3.2467 2022/07/27 00:29:56 - mmengine - INFO - Epoch(train) [18][660/3757] lr: 9.7815e-03 eta: 2 days, 18:51:13 time: 0.4022 data_time: 0.0136 memory: 17007 grad_norm: 4.7340 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9333 loss: 2.9333 2022/07/27 00:30:04 - mmengine - INFO - Epoch(train) [18][680/3757] lr: 9.7815e-03 eta: 2 days, 18:51:04 time: 0.3913 data_time: 0.0154 memory: 17007 grad_norm: 4.7934 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2155 loss: 3.2155 2022/07/27 00:30:12 - mmengine - INFO - Epoch(train) [18][700/3757] lr: 9.7815e-03 eta: 2 days, 18:50:57 time: 0.3929 data_time: 0.0144 memory: 17007 grad_norm: 4.6549 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2755 loss: 3.2755 2022/07/27 00:30:22 - mmengine - INFO - Epoch(train) [18][720/3757] lr: 9.7815e-03 eta: 2 days, 18:51:07 time: 0.4897 data_time: 0.0184 memory: 17007 grad_norm: 4.5432 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 3.1201 loss: 3.1201 2022/07/27 00:30:33 - mmengine - INFO - Epoch(train) [18][740/3757] lr: 9.7815e-03 eta: 2 days, 18:51:33 time: 0.5714 data_time: 0.0152 memory: 17007 grad_norm: 4.8109 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0895 loss: 3.0895 2022/07/27 00:30:46 - mmengine - INFO - Epoch(train) [18][760/3757] lr: 9.7815e-03 eta: 2 days, 18:52:12 time: 0.6426 data_time: 0.0194 memory: 17007 grad_norm: 4.6065 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1783 loss: 3.1783 2022/07/27 00:30:58 - mmengine - INFO - Epoch(train) [18][780/3757] lr: 9.7815e-03 eta: 2 days, 18:52:39 time: 0.5805 data_time: 0.0193 memory: 17007 grad_norm: 4.5530 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 3.1659 loss: 3.1659 2022/07/27 00:31:09 - mmengine - INFO - Epoch(train) [18][800/3757] lr: 9.7815e-03 eta: 2 days, 18:53:00 time: 0.5460 data_time: 0.0122 memory: 17007 grad_norm: 4.7016 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0103 loss: 3.0103 2022/07/27 00:31:17 - mmengine - INFO - Epoch(train) [18][820/3757] lr: 9.7815e-03 eta: 2 days, 18:52:56 time: 0.4102 data_time: 0.0163 memory: 17007 grad_norm: 4.6784 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3296 loss: 3.3296 2022/07/27 00:31:25 - mmengine - INFO - Epoch(train) [18][840/3757] lr: 9.7815e-03 eta: 2 days, 18:52:47 time: 0.3886 data_time: 0.0136 memory: 17007 grad_norm: 4.6766 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0289 loss: 3.0289 2022/07/27 00:31:33 - mmengine - INFO - Epoch(train) [18][860/3757] lr: 9.7815e-03 eta: 2 days, 18:52:40 time: 0.3968 data_time: 0.0165 memory: 17007 grad_norm: 4.6416 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0599 loss: 3.0599 2022/07/27 00:31:41 - mmengine - INFO - Epoch(train) [18][880/3757] lr: 9.7815e-03 eta: 2 days, 18:52:34 time: 0.4047 data_time: 0.0148 memory: 17007 grad_norm: 4.9643 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3502 loss: 3.3502 2022/07/27 00:31:49 - mmengine - INFO - Epoch(train) [18][900/3757] lr: 9.7815e-03 eta: 2 days, 18:52:28 time: 0.4052 data_time: 0.0169 memory: 17007 grad_norm: 4.9276 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.4947 loss: 3.4947 2022/07/27 00:31:57 - mmengine - INFO - Epoch(train) [18][920/3757] lr: 9.7815e-03 eta: 2 days, 18:52:22 time: 0.4034 data_time: 0.0140 memory: 17007 grad_norm: 4.5833 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8574 loss: 2.8574 2022/07/27 00:32:05 - mmengine - INFO - Epoch(train) [18][940/3757] lr: 9.7815e-03 eta: 2 days, 18:52:14 time: 0.3915 data_time: 0.0170 memory: 17007 grad_norm: 4.6890 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1826 loss: 3.1826 2022/07/27 00:32:13 - mmengine - INFO - Epoch(train) [18][960/3757] lr: 9.7815e-03 eta: 2 days, 18:52:05 time: 0.3914 data_time: 0.0134 memory: 17007 grad_norm: 4.7331 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3017 loss: 3.3017 2022/07/27 00:32:20 - mmengine - INFO - Epoch(train) [18][980/3757] lr: 9.7815e-03 eta: 2 days, 18:51:58 time: 0.3943 data_time: 0.0178 memory: 17007 grad_norm: 4.7075 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2999 loss: 3.2999 2022/07/27 00:32:28 - mmengine - INFO - Epoch(train) [18][1000/3757] lr: 9.7815e-03 eta: 2 days, 18:51:49 time: 0.3918 data_time: 0.0128 memory: 17007 grad_norm: 4.6683 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1012 loss: 3.1012 2022/07/27 00:32:36 - mmengine - INFO - Epoch(train) [18][1020/3757] lr: 9.7815e-03 eta: 2 days, 18:51:41 time: 0.3924 data_time: 0.0163 memory: 17007 grad_norm: 4.7740 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1084 loss: 3.1084 2022/07/27 00:32:44 - mmengine - INFO - Epoch(train) [18][1040/3757] lr: 9.7815e-03 eta: 2 days, 18:51:33 time: 0.3903 data_time: 0.0130 memory: 17007 grad_norm: 4.9047 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.0947 loss: 3.0947 2022/07/27 00:32:52 - mmengine - INFO - Epoch(train) [18][1060/3757] lr: 9.7815e-03 eta: 2 days, 18:51:25 time: 0.3919 data_time: 0.0165 memory: 17007 grad_norm: 4.6923 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1630 loss: 3.1630 2022/07/27 00:33:00 - mmengine - INFO - Epoch(train) [18][1080/3757] lr: 9.7815e-03 eta: 2 days, 18:51:18 time: 0.3997 data_time: 0.0156 memory: 17007 grad_norm: 4.7937 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4154 loss: 3.4154 2022/07/27 00:33:08 - mmengine - INFO - Epoch(train) [18][1100/3757] lr: 9.7815e-03 eta: 2 days, 18:51:10 time: 0.3918 data_time: 0.0157 memory: 17007 grad_norm: 4.6609 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9695 loss: 2.9695 2022/07/27 00:33:15 - mmengine - INFO - Epoch(train) [18][1120/3757] lr: 9.7815e-03 eta: 2 days, 18:51:01 time: 0.3904 data_time: 0.0150 memory: 17007 grad_norm: 4.7498 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1658 loss: 3.1658 2022/07/27 00:33:20 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/27 00:33:23 - mmengine - INFO - Epoch(train) [18][1140/3757] lr: 9.7815e-03 eta: 2 days, 18:50:53 time: 0.3954 data_time: 0.0177 memory: 17007 grad_norm: 4.6170 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1906 loss: 3.1906 2022/07/27 00:33:31 - mmengine - INFO - Epoch(train) [18][1160/3757] lr: 9.7815e-03 eta: 2 days, 18:50:45 time: 0.3921 data_time: 0.0130 memory: 17007 grad_norm: 4.7014 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2140 loss: 3.2140 2022/07/27 00:33:39 - mmengine - INFO - Epoch(train) [18][1180/3757] lr: 9.7815e-03 eta: 2 days, 18:50:38 time: 0.3971 data_time: 0.0178 memory: 17007 grad_norm: 4.6894 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8575 loss: 2.8575 2022/07/27 00:33:47 - mmengine - INFO - Epoch(train) [18][1200/3757] lr: 9.7815e-03 eta: 2 days, 18:50:30 time: 0.3923 data_time: 0.0139 memory: 17007 grad_norm: 4.6964 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 3.2523 loss: 3.2523 2022/07/27 00:33:55 - mmengine - INFO - Epoch(train) [18][1220/3757] lr: 9.7815e-03 eta: 2 days, 18:50:22 time: 0.3918 data_time: 0.0158 memory: 17007 grad_norm: 4.6965 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2929 loss: 3.2929 2022/07/27 00:34:03 - mmengine - INFO - Epoch(train) [18][1240/3757] lr: 9.7815e-03 eta: 2 days, 18:50:14 time: 0.3937 data_time: 0.0134 memory: 17007 grad_norm: 4.7573 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1810 loss: 3.1810 2022/07/27 00:34:10 - mmengine - INFO - Epoch(train) [18][1260/3757] lr: 9.7815e-03 eta: 2 days, 18:50:06 time: 0.3920 data_time: 0.0154 memory: 17007 grad_norm: 4.7591 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0916 loss: 3.0916 2022/07/27 00:34:18 - mmengine - INFO - Epoch(train) [18][1280/3757] lr: 9.7815e-03 eta: 2 days, 18:49:59 time: 0.3989 data_time: 0.0144 memory: 17007 grad_norm: 4.7657 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9063 loss: 2.9063 2022/07/27 00:34:26 - mmengine - INFO - Epoch(train) [18][1300/3757] lr: 9.7815e-03 eta: 2 days, 18:49:51 time: 0.3921 data_time: 0.0155 memory: 17007 grad_norm: 4.5496 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1253 loss: 3.1253 2022/07/27 00:34:34 - mmengine - INFO - Epoch(train) [18][1320/3757] lr: 9.7815e-03 eta: 2 days, 18:49:42 time: 0.3904 data_time: 0.0148 memory: 17007 grad_norm: 4.6593 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3747 loss: 3.3747 2022/07/27 00:34:42 - mmengine - INFO - Epoch(train) [18][1340/3757] lr: 9.7815e-03 eta: 2 days, 18:49:34 time: 0.3935 data_time: 0.0163 memory: 17007 grad_norm: 4.8097 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1709 loss: 3.1709 2022/07/27 00:34:50 - mmengine - INFO - Epoch(train) [18][1360/3757] lr: 9.7815e-03 eta: 2 days, 18:49:26 time: 0.3918 data_time: 0.0133 memory: 17007 grad_norm: 4.7493 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.1044 loss: 3.1044 2022/07/27 00:34:58 - mmengine - INFO - Epoch(train) [18][1380/3757] lr: 9.7815e-03 eta: 2 days, 18:49:20 time: 0.4024 data_time: 0.0169 memory: 17007 grad_norm: 4.6814 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1864 loss: 3.1864 2022/07/27 00:35:06 - mmengine - INFO - Epoch(train) [18][1400/3757] lr: 9.7815e-03 eta: 2 days, 18:49:11 time: 0.3906 data_time: 0.0123 memory: 17007 grad_norm: 4.7314 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0783 loss: 3.0783 2022/07/27 00:35:14 - mmengine - INFO - Epoch(train) [18][1420/3757] lr: 9.7815e-03 eta: 2 days, 18:49:03 time: 0.3925 data_time: 0.0172 memory: 17007 grad_norm: 4.5746 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3947 loss: 3.3947 2022/07/27 00:35:21 - mmengine - INFO - Epoch(train) [18][1440/3757] lr: 9.7815e-03 eta: 2 days, 18:48:55 time: 0.3914 data_time: 0.0133 memory: 17007 grad_norm: 4.8090 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8682 loss: 2.8682 2022/07/27 00:35:29 - mmengine - INFO - Epoch(train) [18][1460/3757] lr: 9.7815e-03 eta: 2 days, 18:48:46 time: 0.3908 data_time: 0.0155 memory: 17007 grad_norm: 4.8042 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1256 loss: 3.1256 2022/07/27 00:35:37 - mmengine - INFO - Epoch(train) [18][1480/3757] lr: 9.7815e-03 eta: 2 days, 18:48:38 time: 0.3919 data_time: 0.0139 memory: 17007 grad_norm: 4.7046 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1188 loss: 3.1188 2022/07/27 00:35:45 - mmengine - INFO - Epoch(train) [18][1500/3757] lr: 9.7815e-03 eta: 2 days, 18:48:30 time: 0.3912 data_time: 0.0156 memory: 17007 grad_norm: 4.8319 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.2851 loss: 3.2851 2022/07/27 00:35:53 - mmengine - INFO - Epoch(train) [18][1520/3757] lr: 9.7815e-03 eta: 2 days, 18:48:21 time: 0.3909 data_time: 0.0139 memory: 17007 grad_norm: 4.7472 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9439 loss: 2.9439 2022/07/27 00:36:01 - mmengine - INFO - Epoch(train) [18][1540/3757] lr: 9.7815e-03 eta: 2 days, 18:48:13 time: 0.3923 data_time: 0.0170 memory: 17007 grad_norm: 4.6638 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0833 loss: 3.0833 2022/07/27 00:36:08 - mmengine - INFO - Epoch(train) [18][1560/3757] lr: 9.7815e-03 eta: 2 days, 18:48:05 time: 0.3898 data_time: 0.0127 memory: 17007 grad_norm: 4.7532 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0225 loss: 3.0225 2022/07/27 00:36:16 - mmengine - INFO - Epoch(train) [18][1580/3757] lr: 9.7815e-03 eta: 2 days, 18:47:57 time: 0.3951 data_time: 0.0175 memory: 17007 grad_norm: 4.6920 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0900 loss: 3.0900 2022/07/27 00:36:24 - mmengine - INFO - Epoch(train) [18][1600/3757] lr: 9.7815e-03 eta: 2 days, 18:47:48 time: 0.3891 data_time: 0.0138 memory: 17007 grad_norm: 4.7394 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8660 loss: 2.8660 2022/07/27 00:36:32 - mmengine - INFO - Epoch(train) [18][1620/3757] lr: 9.7815e-03 eta: 2 days, 18:47:40 time: 0.3932 data_time: 0.0161 memory: 17007 grad_norm: 4.6262 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.4123 loss: 3.4123 2022/07/27 00:36:40 - mmengine - INFO - Epoch(train) [18][1640/3757] lr: 9.7815e-03 eta: 2 days, 18:47:33 time: 0.3943 data_time: 0.0156 memory: 17007 grad_norm: 4.6189 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.8702 loss: 2.8702 2022/07/27 00:36:48 - mmengine - INFO - Epoch(train) [18][1660/3757] lr: 9.7815e-03 eta: 2 days, 18:47:24 time: 0.3916 data_time: 0.0153 memory: 17007 grad_norm: 4.6847 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8973 loss: 2.8973 2022/07/27 00:36:55 - mmengine - INFO - Epoch(train) [18][1680/3757] lr: 9.7815e-03 eta: 2 days, 18:47:16 time: 0.3906 data_time: 0.0148 memory: 17007 grad_norm: 4.8296 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1139 loss: 3.1139 2022/07/27 00:37:03 - mmengine - INFO - Epoch(train) [18][1700/3757] lr: 9.7815e-03 eta: 2 days, 18:47:08 time: 0.3957 data_time: 0.0177 memory: 17007 grad_norm: 4.8975 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0870 loss: 3.0870 2022/07/27 00:37:11 - mmengine - INFO - Epoch(train) [18][1720/3757] lr: 9.7815e-03 eta: 2 days, 18:47:00 time: 0.3901 data_time: 0.0132 memory: 17007 grad_norm: 4.7669 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3652 loss: 3.3652 2022/07/27 00:37:19 - mmengine - INFO - Epoch(train) [18][1740/3757] lr: 9.7815e-03 eta: 2 days, 18:46:53 time: 0.3966 data_time: 0.0183 memory: 17007 grad_norm: 4.6906 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.0704 loss: 3.0704 2022/07/27 00:37:27 - mmengine - INFO - Epoch(train) [18][1760/3757] lr: 9.7815e-03 eta: 2 days, 18:46:44 time: 0.3908 data_time: 0.0141 memory: 17007 grad_norm: 4.6842 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1526 loss: 3.1526 2022/07/27 00:37:35 - mmengine - INFO - Epoch(train) [18][1780/3757] lr: 9.7815e-03 eta: 2 days, 18:46:36 time: 0.3923 data_time: 0.0164 memory: 17007 grad_norm: 4.8358 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1182 loss: 3.1182 2022/07/27 00:37:43 - mmengine - INFO - Epoch(train) [18][1800/3757] lr: 9.7815e-03 eta: 2 days, 18:46:28 time: 0.3934 data_time: 0.0132 memory: 17007 grad_norm: 4.7817 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2295 loss: 3.2295 2022/07/27 00:37:50 - mmengine - INFO - Epoch(train) [18][1820/3757] lr: 9.7815e-03 eta: 2 days, 18:46:20 time: 0.3908 data_time: 0.0151 memory: 17007 grad_norm: 4.8549 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2704 loss: 3.2704 2022/07/27 00:37:58 - mmengine - INFO - Epoch(train) [18][1840/3757] lr: 9.7815e-03 eta: 2 days, 18:46:12 time: 0.3934 data_time: 0.0145 memory: 17007 grad_norm: 4.7240 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2515 loss: 3.2515 2022/07/27 00:38:06 - mmengine - INFO - Epoch(train) [18][1860/3757] lr: 9.7815e-03 eta: 2 days, 18:46:04 time: 0.3936 data_time: 0.0156 memory: 17007 grad_norm: 4.8039 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0183 loss: 3.0183 2022/07/27 00:38:14 - mmengine - INFO - Epoch(train) [18][1880/3757] lr: 9.7815e-03 eta: 2 days, 18:45:55 time: 0.3895 data_time: 0.0138 memory: 17007 grad_norm: 4.6770 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2991 loss: 3.2991 2022/07/27 00:38:22 - mmengine - INFO - Epoch(train) [18][1900/3757] lr: 9.7815e-03 eta: 2 days, 18:45:47 time: 0.3938 data_time: 0.0164 memory: 17007 grad_norm: 4.6896 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9830 loss: 2.9830 2022/07/27 00:38:30 - mmengine - INFO - Epoch(train) [18][1920/3757] lr: 9.7815e-03 eta: 2 days, 18:45:39 time: 0.3912 data_time: 0.0132 memory: 17007 grad_norm: 4.6278 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1308 loss: 3.1308 2022/07/27 00:38:38 - mmengine - INFO - Epoch(train) [18][1940/3757] lr: 9.7815e-03 eta: 2 days, 18:45:32 time: 0.3960 data_time: 0.0184 memory: 17007 grad_norm: 4.6867 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9932 loss: 2.9932 2022/07/27 00:38:45 - mmengine - INFO - Epoch(train) [18][1960/3757] lr: 9.7815e-03 eta: 2 days, 18:45:23 time: 0.3900 data_time: 0.0136 memory: 17007 grad_norm: 4.7562 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.3252 loss: 3.3252 2022/07/27 00:38:53 - mmengine - INFO - Epoch(train) [18][1980/3757] lr: 9.7815e-03 eta: 2 days, 18:45:16 time: 0.3971 data_time: 0.0159 memory: 17007 grad_norm: 4.7386 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0763 loss: 3.0763 2022/07/27 00:39:01 - mmengine - INFO - Epoch(train) [18][2000/3757] lr: 9.7815e-03 eta: 2 days, 18:45:07 time: 0.3906 data_time: 0.0138 memory: 17007 grad_norm: 4.7780 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2224 loss: 3.2224 2022/07/27 00:39:09 - mmengine - INFO - Epoch(train) [18][2020/3757] lr: 9.7815e-03 eta: 2 days, 18:44:59 time: 0.3916 data_time: 0.0160 memory: 17007 grad_norm: 4.6102 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3393 loss: 3.3393 2022/07/27 00:39:17 - mmengine - INFO - Epoch(train) [18][2040/3757] lr: 9.7815e-03 eta: 2 days, 18:44:51 time: 0.3926 data_time: 0.0157 memory: 17007 grad_norm: 4.6947 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0326 loss: 3.0326 2022/07/27 00:39:25 - mmengine - INFO - Epoch(train) [18][2060/3757] lr: 9.7815e-03 eta: 2 days, 18:44:43 time: 0.3909 data_time: 0.0156 memory: 17007 grad_norm: 4.7239 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8502 loss: 2.8502 2022/07/27 00:39:33 - mmengine - INFO - Epoch(train) [18][2080/3757] lr: 9.7815e-03 eta: 2 days, 18:44:35 time: 0.3929 data_time: 0.0135 memory: 17007 grad_norm: 4.7233 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2678 loss: 3.2678 2022/07/27 00:39:40 - mmengine - INFO - Epoch(train) [18][2100/3757] lr: 9.7815e-03 eta: 2 days, 18:44:27 time: 0.3946 data_time: 0.0171 memory: 17007 grad_norm: 4.6990 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6044 loss: 3.6044 2022/07/27 00:39:48 - mmengine - INFO - Epoch(train) [18][2120/3757] lr: 9.7815e-03 eta: 2 days, 18:44:19 time: 0.3961 data_time: 0.0135 memory: 17007 grad_norm: 4.6928 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1355 loss: 3.1355 2022/07/27 00:39:53 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/27 00:39:56 - mmengine - INFO - Epoch(train) [18][2140/3757] lr: 9.7815e-03 eta: 2 days, 18:44:11 time: 0.3934 data_time: 0.0160 memory: 17007 grad_norm: 4.7427 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2594 loss: 3.2594 2022/07/27 00:40:04 - mmengine - INFO - Epoch(train) [18][2160/3757] lr: 9.7815e-03 eta: 2 days, 18:44:04 time: 0.3934 data_time: 0.0133 memory: 17007 grad_norm: 4.8623 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9628 loss: 2.9628 2022/07/27 00:40:12 - mmengine - INFO - Epoch(train) [18][2180/3757] lr: 9.7815e-03 eta: 2 days, 18:43:56 time: 0.3959 data_time: 0.0160 memory: 17007 grad_norm: 4.7500 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5350 loss: 3.5350 2022/07/27 00:40:20 - mmengine - INFO - Epoch(train) [18][2200/3757] lr: 9.7815e-03 eta: 2 days, 18:43:50 time: 0.4018 data_time: 0.0148 memory: 17007 grad_norm: 4.4772 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.2359 loss: 3.2359 2022/07/27 00:40:28 - mmengine - INFO - Epoch(train) [18][2220/3757] lr: 9.7815e-03 eta: 2 days, 18:43:42 time: 0.3952 data_time: 0.0163 memory: 17007 grad_norm: 4.7083 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.4823 loss: 3.4823 2022/07/27 00:40:36 - mmengine - INFO - Epoch(train) [18][2240/3757] lr: 9.7815e-03 eta: 2 days, 18:43:34 time: 0.3919 data_time: 0.0153 memory: 17007 grad_norm: 4.7623 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1397 loss: 3.1397 2022/07/27 00:40:44 - mmengine - INFO - Epoch(train) [18][2260/3757] lr: 9.7815e-03 eta: 2 days, 18:43:28 time: 0.4022 data_time: 0.0177 memory: 17007 grad_norm: 4.8629 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.2114 loss: 3.2114 2022/07/27 00:40:52 - mmengine - INFO - Epoch(train) [18][2280/3757] lr: 9.7815e-03 eta: 2 days, 18:43:19 time: 0.3908 data_time: 0.0133 memory: 17007 grad_norm: 4.7322 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1415 loss: 3.1415 2022/07/27 00:41:00 - mmengine - INFO - Epoch(train) [18][2300/3757] lr: 9.7815e-03 eta: 2 days, 18:43:12 time: 0.3958 data_time: 0.0176 memory: 17007 grad_norm: 4.9724 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.3389 loss: 3.3389 2022/07/27 00:41:07 - mmengine - INFO - Epoch(train) [18][2320/3757] lr: 9.7815e-03 eta: 2 days, 18:43:04 time: 0.3940 data_time: 0.0131 memory: 17007 grad_norm: 4.8369 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.9747 loss: 2.9747 2022/07/27 00:41:15 - mmengine - INFO - Epoch(train) [18][2340/3757] lr: 9.7815e-03 eta: 2 days, 18:42:56 time: 0.3922 data_time: 0.0162 memory: 17007 grad_norm: 4.6987 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2664 loss: 3.2664 2022/07/27 00:41:23 - mmengine - INFO - Epoch(train) [18][2360/3757] lr: 9.7815e-03 eta: 2 days, 18:42:48 time: 0.3927 data_time: 0.0163 memory: 17007 grad_norm: 4.8103 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0545 loss: 3.0545 2022/07/27 00:41:31 - mmengine - INFO - Epoch(train) [18][2380/3757] lr: 9.7815e-03 eta: 2 days, 18:42:41 time: 0.4000 data_time: 0.0164 memory: 17007 grad_norm: 4.6675 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2420 loss: 3.2420 2022/07/27 00:41:39 - mmengine - INFO - Epoch(train) [18][2400/3757] lr: 9.7815e-03 eta: 2 days, 18:42:33 time: 0.3922 data_time: 0.0151 memory: 17007 grad_norm: 4.6379 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4585 loss: 3.4585 2022/07/27 00:41:47 - mmengine - INFO - Epoch(train) [18][2420/3757] lr: 9.7815e-03 eta: 2 days, 18:42:26 time: 0.4004 data_time: 0.0158 memory: 17007 grad_norm: 4.6642 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0092 loss: 3.0092 2022/07/27 00:41:55 - mmengine - INFO - Epoch(train) [18][2440/3757] lr: 9.7815e-03 eta: 2 days, 18:42:17 time: 0.3886 data_time: 0.0136 memory: 17007 grad_norm: 4.8454 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5226 loss: 3.5226 2022/07/27 00:42:03 - mmengine - INFO - Epoch(train) [18][2460/3757] lr: 9.7815e-03 eta: 2 days, 18:42:09 time: 0.3925 data_time: 0.0165 memory: 17007 grad_norm: 4.7713 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.2526 loss: 3.2526 2022/07/27 00:42:11 - mmengine - INFO - Epoch(train) [18][2480/3757] lr: 9.7815e-03 eta: 2 days, 18:42:02 time: 0.3942 data_time: 0.0139 memory: 17007 grad_norm: 4.7604 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0810 loss: 3.0810 2022/07/27 00:42:18 - mmengine - INFO - Epoch(train) [18][2500/3757] lr: 9.7815e-03 eta: 2 days, 18:41:54 time: 0.3930 data_time: 0.0167 memory: 17007 grad_norm: 4.6152 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 3.1039 loss: 3.1039 2022/07/27 00:42:26 - mmengine - INFO - Epoch(train) [18][2520/3757] lr: 9.7815e-03 eta: 2 days, 18:41:45 time: 0.3909 data_time: 0.0135 memory: 17007 grad_norm: 4.5519 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6687 loss: 2.6687 2022/07/27 00:42:34 - mmengine - INFO - Epoch(train) [18][2540/3757] lr: 9.7815e-03 eta: 2 days, 18:41:37 time: 0.3933 data_time: 0.0166 memory: 17007 grad_norm: 4.7559 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3410 loss: 3.3410 2022/07/27 00:42:42 - mmengine - INFO - Epoch(train) [18][2560/3757] lr: 9.7815e-03 eta: 2 days, 18:41:29 time: 0.3924 data_time: 0.0136 memory: 17007 grad_norm: 4.7650 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3433 loss: 3.3433 2022/07/27 00:42:50 - mmengine - INFO - Epoch(train) [18][2580/3757] lr: 9.7815e-03 eta: 2 days, 18:41:21 time: 0.3935 data_time: 0.0168 memory: 17007 grad_norm: 4.6465 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0048 loss: 3.0048 2022/07/27 00:42:58 - mmengine - INFO - Epoch(train) [18][2600/3757] lr: 9.7815e-03 eta: 2 days, 18:41:13 time: 0.3914 data_time: 0.0143 memory: 17007 grad_norm: 4.6956 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0294 loss: 3.0294 2022/07/27 00:43:05 - mmengine - INFO - Epoch(train) [18][2620/3757] lr: 9.7815e-03 eta: 2 days, 18:41:05 time: 0.3914 data_time: 0.0167 memory: 17007 grad_norm: 4.6264 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1980 loss: 3.1980 2022/07/27 00:43:13 - mmengine - INFO - Epoch(train) [18][2640/3757] lr: 9.7815e-03 eta: 2 days, 18:40:57 time: 0.3970 data_time: 0.0134 memory: 17007 grad_norm: 4.6221 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2717 loss: 3.2717 2022/07/27 00:43:21 - mmengine - INFO - Epoch(train) [18][2660/3757] lr: 9.7815e-03 eta: 2 days, 18:40:49 time: 0.3920 data_time: 0.0170 memory: 17007 grad_norm: 4.6500 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1182 loss: 3.1182 2022/07/27 00:43:29 - mmengine - INFO - Epoch(train) [18][2680/3757] lr: 9.7815e-03 eta: 2 days, 18:40:41 time: 0.3919 data_time: 0.0137 memory: 17007 grad_norm: 4.6651 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2172 loss: 3.2172 2022/07/27 00:43:37 - mmengine - INFO - Epoch(train) [18][2700/3757] lr: 9.7815e-03 eta: 2 days, 18:40:33 time: 0.3932 data_time: 0.0167 memory: 17007 grad_norm: 4.6887 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0663 loss: 3.0663 2022/07/27 00:43:45 - mmengine - INFO - Epoch(train) [18][2720/3757] lr: 9.7815e-03 eta: 2 days, 18:40:24 time: 0.3901 data_time: 0.0144 memory: 17007 grad_norm: 4.7452 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2872 loss: 3.2872 2022/07/27 00:43:53 - mmengine - INFO - Epoch(train) [18][2740/3757] lr: 9.7815e-03 eta: 2 days, 18:40:16 time: 0.3914 data_time: 0.0153 memory: 17007 grad_norm: 4.5765 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8989 loss: 2.8989 2022/07/27 00:44:00 - mmengine - INFO - Epoch(train) [18][2760/3757] lr: 9.7815e-03 eta: 2 days, 18:40:08 time: 0.3929 data_time: 0.0148 memory: 17007 grad_norm: 4.5800 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0916 loss: 3.0916 2022/07/27 00:44:08 - mmengine - INFO - Epoch(train) [18][2780/3757] lr: 9.7815e-03 eta: 2 days, 18:40:01 time: 0.3988 data_time: 0.0164 memory: 17007 grad_norm: 4.5855 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0032 loss: 3.0032 2022/07/27 00:44:16 - mmengine - INFO - Epoch(train) [18][2800/3757] lr: 9.7815e-03 eta: 2 days, 18:39:53 time: 0.3902 data_time: 0.0144 memory: 17007 grad_norm: 4.6132 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.2538 loss: 3.2538 2022/07/27 00:44:24 - mmengine - INFO - Epoch(train) [18][2820/3757] lr: 9.7815e-03 eta: 2 days, 18:39:45 time: 0.3942 data_time: 0.0169 memory: 17007 grad_norm: 4.7594 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.3219 loss: 3.3219 2022/07/27 00:44:32 - mmengine - INFO - Epoch(train) [18][2840/3757] lr: 9.7815e-03 eta: 2 days, 18:39:37 time: 0.3924 data_time: 0.0133 memory: 17007 grad_norm: 4.6733 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9769 loss: 2.9769 2022/07/27 00:44:40 - mmengine - INFO - Epoch(train) [18][2860/3757] lr: 9.7815e-03 eta: 2 days, 18:39:29 time: 0.3923 data_time: 0.0165 memory: 17007 grad_norm: 4.7240 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0081 loss: 3.0081 2022/07/27 00:44:48 - mmengine - INFO - Epoch(train) [18][2880/3757] lr: 9.7815e-03 eta: 2 days, 18:39:20 time: 0.3920 data_time: 0.0157 memory: 17007 grad_norm: 4.6174 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1467 loss: 3.1467 2022/07/27 00:44:55 - mmengine - INFO - Epoch(train) [18][2900/3757] lr: 9.7815e-03 eta: 2 days, 18:39:12 time: 0.3915 data_time: 0.0161 memory: 17007 grad_norm: 4.6731 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3957 loss: 3.3957 2022/07/27 00:45:03 - mmengine - INFO - Epoch(train) [18][2920/3757] lr: 9.7815e-03 eta: 2 days, 18:39:04 time: 0.3920 data_time: 0.0145 memory: 17007 grad_norm: 4.6363 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0135 loss: 3.0135 2022/07/27 00:45:11 - mmengine - INFO - Epoch(train) [18][2940/3757] lr: 9.7815e-03 eta: 2 days, 18:38:56 time: 0.3949 data_time: 0.0175 memory: 17007 grad_norm: 4.7888 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.1843 loss: 3.1843 2022/07/27 00:45:19 - mmengine - INFO - Epoch(train) [18][2960/3757] lr: 9.7815e-03 eta: 2 days, 18:38:48 time: 0.3917 data_time: 0.0136 memory: 17007 grad_norm: 4.8683 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2342 loss: 3.2342 2022/07/27 00:45:27 - mmengine - INFO - Epoch(train) [18][2980/3757] lr: 9.7815e-03 eta: 2 days, 18:38:40 time: 0.3919 data_time: 0.0157 memory: 17007 grad_norm: 4.6985 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8300 loss: 2.8300 2022/07/27 00:45:35 - mmengine - INFO - Epoch(train) [18][3000/3757] lr: 9.7815e-03 eta: 2 days, 18:38:32 time: 0.3909 data_time: 0.0145 memory: 17007 grad_norm: 4.7184 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2164 loss: 3.2164 2022/07/27 00:45:43 - mmengine - INFO - Epoch(train) [18][3020/3757] lr: 9.7815e-03 eta: 2 days, 18:38:24 time: 0.3937 data_time: 0.0165 memory: 17007 grad_norm: 4.7663 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.8715 loss: 2.8715 2022/07/27 00:45:50 - mmengine - INFO - Epoch(train) [18][3040/3757] lr: 9.7815e-03 eta: 2 days, 18:38:15 time: 0.3913 data_time: 0.0146 memory: 17007 grad_norm: 4.5676 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.4712 loss: 3.4712 2022/07/27 00:45:58 - mmengine - INFO - Epoch(train) [18][3060/3757] lr: 9.7815e-03 eta: 2 days, 18:38:08 time: 0.3942 data_time: 0.0171 memory: 17007 grad_norm: 4.8753 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2919 loss: 3.2919 2022/07/27 00:46:06 - mmengine - INFO - Epoch(train) [18][3080/3757] lr: 9.7815e-03 eta: 2 days, 18:37:59 time: 0.3885 data_time: 0.0124 memory: 17007 grad_norm: 4.7581 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2746 loss: 3.2746 2022/07/27 00:46:14 - mmengine - INFO - Epoch(train) [18][3100/3757] lr: 9.7815e-03 eta: 2 days, 18:37:52 time: 0.4002 data_time: 0.0167 memory: 17007 grad_norm: 4.7279 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1963 loss: 3.1963 2022/07/27 00:46:22 - mmengine - INFO - Epoch(train) [18][3120/3757] lr: 9.7815e-03 eta: 2 days, 18:37:44 time: 0.3911 data_time: 0.0142 memory: 17007 grad_norm: 4.7349 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.1715 loss: 3.1715 2022/07/27 00:46:26 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/27 00:46:30 - mmengine - INFO - Epoch(train) [18][3140/3757] lr: 9.7815e-03 eta: 2 days, 18:37:36 time: 0.3927 data_time: 0.0157 memory: 17007 grad_norm: 4.7942 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1164 loss: 3.1164 2022/07/27 00:46:38 - mmengine - INFO - Epoch(train) [18][3160/3757] lr: 9.7815e-03 eta: 2 days, 18:37:28 time: 0.3924 data_time: 0.0147 memory: 17007 grad_norm: 4.7312 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1705 loss: 3.1705 2022/07/27 00:46:45 - mmengine - INFO - Epoch(train) [18][3180/3757] lr: 9.7815e-03 eta: 2 days, 18:37:19 time: 0.3915 data_time: 0.0161 memory: 17007 grad_norm: 4.6952 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9303 loss: 2.9303 2022/07/27 00:46:53 - mmengine - INFO - Epoch(train) [18][3200/3757] lr: 9.7815e-03 eta: 2 days, 18:37:11 time: 0.3918 data_time: 0.0140 memory: 17007 grad_norm: 4.6579 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.1097 loss: 3.1097 2022/07/27 00:47:01 - mmengine - INFO - Epoch(train) [18][3220/3757] lr: 9.7815e-03 eta: 2 days, 18:37:03 time: 0.3926 data_time: 0.0156 memory: 17007 grad_norm: 4.9003 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3319 loss: 3.3319 2022/07/27 00:47:09 - mmengine - INFO - Epoch(train) [18][3240/3757] lr: 9.7815e-03 eta: 2 days, 18:36:55 time: 0.3926 data_time: 0.0159 memory: 17007 grad_norm: 4.6637 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1761 loss: 3.1761 2022/07/27 00:47:17 - mmengine - INFO - Epoch(train) [18][3260/3757] lr: 9.7815e-03 eta: 2 days, 18:36:47 time: 0.3915 data_time: 0.0156 memory: 17007 grad_norm: 4.6868 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3430 loss: 3.3430 2022/07/27 00:47:25 - mmengine - INFO - Epoch(train) [18][3280/3757] lr: 9.7815e-03 eta: 2 days, 18:36:38 time: 0.3908 data_time: 0.0136 memory: 17007 grad_norm: 4.6908 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0915 loss: 3.0915 2022/07/27 00:47:33 - mmengine - INFO - Epoch(train) [18][3300/3757] lr: 9.7815e-03 eta: 2 days, 18:36:32 time: 0.4013 data_time: 0.0161 memory: 17007 grad_norm: 4.8431 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1680 loss: 3.1680 2022/07/27 00:47:41 - mmengine - INFO - Epoch(train) [18][3320/3757] lr: 9.7815e-03 eta: 2 days, 18:36:23 time: 0.3912 data_time: 0.0129 memory: 17007 grad_norm: 4.5682 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.9634 loss: 2.9634 2022/07/27 00:47:48 - mmengine - INFO - Epoch(train) [18][3340/3757] lr: 9.7815e-03 eta: 2 days, 18:36:15 time: 0.3932 data_time: 0.0163 memory: 17007 grad_norm: 4.7436 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2444 loss: 3.2444 2022/07/27 00:47:56 - mmengine - INFO - Epoch(train) [18][3360/3757] lr: 9.7815e-03 eta: 2 days, 18:36:07 time: 0.3904 data_time: 0.0130 memory: 17007 grad_norm: 4.8344 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3215 loss: 3.3215 2022/07/27 00:48:04 - mmengine - INFO - Epoch(train) [18][3380/3757] lr: 9.7815e-03 eta: 2 days, 18:35:59 time: 0.3939 data_time: 0.0159 memory: 17007 grad_norm: 4.6408 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9726 loss: 2.9726 2022/07/27 00:48:12 - mmengine - INFO - Epoch(train) [18][3400/3757] lr: 9.7815e-03 eta: 2 days, 18:35:51 time: 0.3905 data_time: 0.0139 memory: 17007 grad_norm: 4.8602 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3809 loss: 3.3809 2022/07/27 00:48:20 - mmengine - INFO - Epoch(train) [18][3420/3757] lr: 9.7815e-03 eta: 2 days, 18:35:43 time: 0.3929 data_time: 0.0161 memory: 17007 grad_norm: 4.7987 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1749 loss: 3.1749 2022/07/27 00:48:28 - mmengine - INFO - Epoch(train) [18][3440/3757] lr: 9.7815e-03 eta: 2 days, 18:35:34 time: 0.3906 data_time: 0.0140 memory: 17007 grad_norm: 4.8160 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2941 loss: 3.2941 2022/07/27 00:48:35 - mmengine - INFO - Epoch(train) [18][3460/3757] lr: 9.7815e-03 eta: 2 days, 18:35:26 time: 0.3925 data_time: 0.0167 memory: 17007 grad_norm: 4.6326 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.2848 loss: 3.2848 2022/07/27 00:48:43 - mmengine - INFO - Epoch(train) [18][3480/3757] lr: 9.7815e-03 eta: 2 days, 18:35:18 time: 0.3937 data_time: 0.0127 memory: 17007 grad_norm: 4.7391 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9574 loss: 2.9574 2022/07/27 00:48:51 - mmengine - INFO - Epoch(train) [18][3500/3757] lr: 9.7815e-03 eta: 2 days, 18:35:11 time: 0.3957 data_time: 0.0160 memory: 17007 grad_norm: 4.8288 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0833 loss: 3.0833 2022/07/27 00:48:59 - mmengine - INFO - Epoch(train) [18][3520/3757] lr: 9.7815e-03 eta: 2 days, 18:35:04 time: 0.3967 data_time: 0.0153 memory: 17007 grad_norm: 4.8819 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5134 loss: 3.5134 2022/07/27 00:49:07 - mmengine - INFO - Epoch(train) [18][3540/3757] lr: 9.7815e-03 eta: 2 days, 18:34:56 time: 0.3936 data_time: 0.0159 memory: 17007 grad_norm: 4.8025 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0685 loss: 3.0685 2022/07/27 00:49:15 - mmengine - INFO - Epoch(train) [18][3560/3757] lr: 9.7815e-03 eta: 2 days, 18:34:47 time: 0.3910 data_time: 0.0132 memory: 17007 grad_norm: 4.6095 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2498 loss: 3.2498 2022/07/27 00:49:23 - mmengine - INFO - Epoch(train) [18][3580/3757] lr: 9.7815e-03 eta: 2 days, 18:34:42 time: 0.4076 data_time: 0.0188 memory: 17007 grad_norm: 4.7602 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1940 loss: 3.1940 2022/07/27 00:49:31 - mmengine - INFO - Epoch(train) [18][3600/3757] lr: 9.7815e-03 eta: 2 days, 18:34:34 time: 0.3913 data_time: 0.0156 memory: 17007 grad_norm: 4.7960 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1531 loss: 3.1531 2022/07/27 00:49:39 - mmengine - INFO - Epoch(train) [18][3620/3757] lr: 9.7815e-03 eta: 2 days, 18:34:26 time: 0.3945 data_time: 0.0169 memory: 17007 grad_norm: 4.6645 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1867 loss: 3.1867 2022/07/27 00:49:47 - mmengine - INFO - Epoch(train) [18][3640/3757] lr: 9.7815e-03 eta: 2 days, 18:34:18 time: 0.3912 data_time: 0.0144 memory: 17007 grad_norm: 4.6846 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1161 loss: 3.1161 2022/07/27 00:49:54 - mmengine - INFO - Epoch(train) [18][3660/3757] lr: 9.7815e-03 eta: 2 days, 18:34:09 time: 0.3920 data_time: 0.0163 memory: 17007 grad_norm: 4.7639 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0558 loss: 3.0558 2022/07/27 00:50:02 - mmengine - INFO - Epoch(train) [18][3680/3757] lr: 9.7815e-03 eta: 2 days, 18:34:02 time: 0.3964 data_time: 0.0159 memory: 17007 grad_norm: 4.8425 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2734 loss: 3.2734 2022/07/27 00:50:10 - mmengine - INFO - Epoch(train) [18][3700/3757] lr: 9.7815e-03 eta: 2 days, 18:33:54 time: 0.3911 data_time: 0.0161 memory: 17007 grad_norm: 4.6460 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.2505 loss: 3.2505 2022/07/27 00:50:18 - mmengine - INFO - Epoch(train) [18][3720/3757] lr: 9.7815e-03 eta: 2 days, 18:33:47 time: 0.4010 data_time: 0.0140 memory: 17007 grad_norm: 4.6252 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9671 loss: 2.9671 2022/07/27 00:50:26 - mmengine - INFO - Epoch(train) [18][3740/3757] lr: 9.7815e-03 eta: 2 days, 18:33:39 time: 0.3914 data_time: 0.0162 memory: 17007 grad_norm: 4.6220 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0076 loss: 3.0076 2022/07/27 00:50:33 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/27 00:50:33 - mmengine - INFO - Epoch(train) [18][3757/3757] lr: 9.7815e-03 eta: 2 days, 18:33:39 time: 0.3913 data_time: 0.0152 memory: 17007 grad_norm: 4.6913 top1_acc: 0.1429 top5_acc: 0.4286 loss_cls: 3.2713 loss: 3.2713 2022/07/27 00:50:33 - mmengine - INFO - Saving checkpoint at 18 epochs 2022/07/27 00:50:43 - mmengine - INFO - Epoch(train) [19][20/3757] lr: 9.7553e-03 eta: 2 days, 18:32:34 time: 0.4471 data_time: 0.0695 memory: 17007 grad_norm: 4.7662 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2124 loss: 3.2124 2022/07/27 00:50:51 - mmengine - INFO - Epoch(train) [19][40/3757] lr: 9.7553e-03 eta: 2 days, 18:32:28 time: 0.4061 data_time: 0.0166 memory: 17007 grad_norm: 4.6457 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1402 loss: 3.1402 2022/07/27 00:50:59 - mmengine - INFO - Epoch(train) [19][60/3757] lr: 9.7553e-03 eta: 2 days, 18:32:20 time: 0.3944 data_time: 0.0161 memory: 17007 grad_norm: 4.7109 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1949 loss: 3.1949 2022/07/27 00:51:07 - mmengine - INFO - Epoch(train) [19][80/3757] lr: 9.7553e-03 eta: 2 days, 18:32:12 time: 0.3934 data_time: 0.0159 memory: 17007 grad_norm: 4.7591 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1820 loss: 3.1820 2022/07/27 00:51:15 - mmengine - INFO - Epoch(train) [19][100/3757] lr: 9.7553e-03 eta: 2 days, 18:32:04 time: 0.3927 data_time: 0.0139 memory: 17007 grad_norm: 4.7431 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2109 loss: 3.2109 2022/07/27 00:51:23 - mmengine - INFO - Epoch(train) [19][120/3757] lr: 9.7553e-03 eta: 2 days, 18:31:56 time: 0.3940 data_time: 0.0159 memory: 17007 grad_norm: 4.8221 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0082 loss: 3.0082 2022/07/27 00:51:31 - mmengine - INFO - Epoch(train) [19][140/3757] lr: 9.7553e-03 eta: 2 days, 18:31:49 time: 0.3942 data_time: 0.0146 memory: 17007 grad_norm: 4.6919 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0490 loss: 3.0490 2022/07/27 00:51:39 - mmengine - INFO - Epoch(train) [19][160/3757] lr: 9.7553e-03 eta: 2 days, 18:31:41 time: 0.3936 data_time: 0.0171 memory: 17007 grad_norm: 4.8411 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0261 loss: 3.0261 2022/07/27 00:51:47 - mmengine - INFO - Epoch(train) [19][180/3757] lr: 9.7553e-03 eta: 2 days, 18:31:33 time: 0.3919 data_time: 0.0157 memory: 17007 grad_norm: 4.7461 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.0805 loss: 3.0805 2022/07/27 00:51:55 - mmengine - INFO - Epoch(train) [19][200/3757] lr: 9.7553e-03 eta: 2 days, 18:31:26 time: 0.3983 data_time: 0.0167 memory: 17007 grad_norm: 4.9335 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9239 loss: 2.9239 2022/07/27 00:52:02 - mmengine - INFO - Epoch(train) [19][220/3757] lr: 9.7553e-03 eta: 2 days, 18:31:18 time: 0.3931 data_time: 0.0149 memory: 17007 grad_norm: 4.7859 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9430 loss: 2.9430 2022/07/27 00:52:10 - mmengine - INFO - Epoch(train) [19][240/3757] lr: 9.7553e-03 eta: 2 days, 18:31:09 time: 0.3917 data_time: 0.0166 memory: 17007 grad_norm: 4.8010 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0373 loss: 3.0373 2022/07/27 00:52:18 - mmengine - INFO - Epoch(train) [19][260/3757] lr: 9.7553e-03 eta: 2 days, 18:31:02 time: 0.3938 data_time: 0.0162 memory: 17007 grad_norm: 4.7164 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0315 loss: 3.0315 2022/07/27 00:52:26 - mmengine - INFO - Epoch(train) [19][280/3757] lr: 9.7553e-03 eta: 2 days, 18:30:53 time: 0.3911 data_time: 0.0159 memory: 17007 grad_norm: 4.6909 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9872 loss: 2.9872 2022/07/27 00:52:34 - mmengine - INFO - Epoch(train) [19][300/3757] lr: 9.7553e-03 eta: 2 days, 18:30:45 time: 0.3911 data_time: 0.0155 memory: 17007 grad_norm: 4.7935 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0123 loss: 3.0123 2022/07/27 00:52:42 - mmengine - INFO - Epoch(train) [19][320/3757] lr: 9.7553e-03 eta: 2 days, 18:30:37 time: 0.3915 data_time: 0.0160 memory: 17007 grad_norm: 4.8102 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.1578 loss: 3.1578 2022/07/27 00:52:50 - mmengine - INFO - Epoch(train) [19][340/3757] lr: 9.7553e-03 eta: 2 days, 18:30:30 time: 0.3978 data_time: 0.0162 memory: 17007 grad_norm: 4.8437 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.2408 loss: 3.2408 2022/07/27 00:52:57 - mmengine - INFO - Epoch(train) [19][360/3757] lr: 9.7553e-03 eta: 2 days, 18:30:21 time: 0.3919 data_time: 0.0153 memory: 17007 grad_norm: 4.8039 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0827 loss: 3.0827 2022/07/27 00:53:03 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/27 00:53:05 - mmengine - INFO - Epoch(train) [19][380/3757] lr: 9.7553e-03 eta: 2 days, 18:30:13 time: 0.3899 data_time: 0.0145 memory: 17007 grad_norm: 4.7126 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0762 loss: 3.0762 2022/07/27 00:53:13 - mmengine - INFO - Epoch(train) [19][400/3757] lr: 9.7553e-03 eta: 2 days, 18:30:06 time: 0.4018 data_time: 0.0161 memory: 17007 grad_norm: 4.6101 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9571 loss: 2.9571 2022/07/27 00:53:21 - mmengine - INFO - Epoch(train) [19][420/3757] lr: 9.7553e-03 eta: 2 days, 18:29:58 time: 0.3920 data_time: 0.0148 memory: 17007 grad_norm: 4.7813 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1440 loss: 3.1440 2022/07/27 00:53:29 - mmengine - INFO - Epoch(train) [19][440/3757] lr: 9.7553e-03 eta: 2 days, 18:29:52 time: 0.3996 data_time: 0.0169 memory: 17007 grad_norm: 4.7982 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9265 loss: 2.9265 2022/07/27 00:53:37 - mmengine - INFO - Epoch(train) [19][460/3757] lr: 9.7553e-03 eta: 2 days, 18:29:43 time: 0.3908 data_time: 0.0147 memory: 17007 grad_norm: 4.8277 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1453 loss: 3.1453 2022/07/27 00:53:45 - mmengine - INFO - Epoch(train) [19][480/3757] lr: 9.7553e-03 eta: 2 days, 18:29:35 time: 0.3926 data_time: 0.0175 memory: 17007 grad_norm: 4.8113 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8723 loss: 2.8723 2022/07/27 00:53:53 - mmengine - INFO - Epoch(train) [19][500/3757] lr: 9.7553e-03 eta: 2 days, 18:29:27 time: 0.3927 data_time: 0.0142 memory: 17007 grad_norm: 4.8126 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0329 loss: 3.0329 2022/07/27 00:54:00 - mmengine - INFO - Epoch(train) [19][520/3757] lr: 9.7553e-03 eta: 2 days, 18:29:19 time: 0.3926 data_time: 0.0179 memory: 17007 grad_norm: 4.6293 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2151 loss: 3.2151 2022/07/27 00:54:08 - mmengine - INFO - Epoch(train) [19][540/3757] lr: 9.7553e-03 eta: 2 days, 18:29:11 time: 0.3952 data_time: 0.0153 memory: 17007 grad_norm: 4.6210 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0137 loss: 3.0137 2022/07/27 00:54:16 - mmengine - INFO - Epoch(train) [19][560/3757] lr: 9.7553e-03 eta: 2 days, 18:29:03 time: 0.3915 data_time: 0.0170 memory: 17007 grad_norm: 4.8094 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0137 loss: 3.0137 2022/07/27 00:54:24 - mmengine - INFO - Epoch(train) [19][580/3757] lr: 9.7553e-03 eta: 2 days, 18:28:55 time: 0.3902 data_time: 0.0145 memory: 17007 grad_norm: 4.8896 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9851 loss: 2.9851 2022/07/27 00:54:32 - mmengine - INFO - Epoch(train) [19][600/3757] lr: 9.7553e-03 eta: 2 days, 18:28:51 time: 0.4167 data_time: 0.0158 memory: 17007 grad_norm: 4.8605 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.3665 loss: 3.3665 2022/07/27 00:54:40 - mmengine - INFO - Epoch(train) [19][620/3757] lr: 9.7553e-03 eta: 2 days, 18:28:43 time: 0.3923 data_time: 0.0159 memory: 17007 grad_norm: 4.7380 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8999 loss: 2.8999 2022/07/27 00:54:48 - mmengine - INFO - Epoch(train) [19][640/3757] lr: 9.7553e-03 eta: 2 days, 18:28:35 time: 0.3936 data_time: 0.0160 memory: 17007 grad_norm: 4.7477 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0309 loss: 3.0309 2022/07/27 00:54:56 - mmengine - INFO - Epoch(train) [19][660/3757] lr: 9.7553e-03 eta: 2 days, 18:28:27 time: 0.3911 data_time: 0.0155 memory: 17007 grad_norm: 4.8036 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8999 loss: 2.8999 2022/07/27 00:55:04 - mmengine - INFO - Epoch(train) [19][680/3757] lr: 9.7553e-03 eta: 2 days, 18:28:18 time: 0.3921 data_time: 0.0163 memory: 17007 grad_norm: 4.7394 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3054 loss: 3.3054 2022/07/27 00:55:12 - mmengine - INFO - Epoch(train) [19][700/3757] lr: 9.7553e-03 eta: 2 days, 18:28:10 time: 0.3921 data_time: 0.0149 memory: 17007 grad_norm: 4.6813 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9893 loss: 2.9893 2022/07/27 00:55:19 - mmengine - INFO - Epoch(train) [19][720/3757] lr: 9.7553e-03 eta: 2 days, 18:28:02 time: 0.3932 data_time: 0.0167 memory: 17007 grad_norm: 4.8719 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.9614 loss: 2.9614 2022/07/27 00:55:27 - mmengine - INFO - Epoch(train) [19][740/3757] lr: 9.7553e-03 eta: 2 days, 18:27:54 time: 0.3919 data_time: 0.0159 memory: 17007 grad_norm: 4.7413 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.5101 loss: 3.5101 2022/07/27 00:55:35 - mmengine - INFO - Epoch(train) [19][760/3757] lr: 9.7553e-03 eta: 2 days, 18:27:47 time: 0.3955 data_time: 0.0165 memory: 17007 grad_norm: 4.7800 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9406 loss: 2.9406 2022/07/27 00:55:43 - mmengine - INFO - Epoch(train) [19][780/3757] lr: 9.7553e-03 eta: 2 days, 18:27:38 time: 0.3900 data_time: 0.0139 memory: 17007 grad_norm: 4.7799 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3653 loss: 3.3653 2022/07/27 00:55:51 - mmengine - INFO - Epoch(train) [19][800/3757] lr: 9.7553e-03 eta: 2 days, 18:27:31 time: 0.3954 data_time: 0.0168 memory: 17007 grad_norm: 4.6739 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0094 loss: 3.0094 2022/07/27 00:55:59 - mmengine - INFO - Epoch(train) [19][820/3757] lr: 9.7553e-03 eta: 2 days, 18:27:23 time: 0.3928 data_time: 0.0150 memory: 17007 grad_norm: 4.8767 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1384 loss: 3.1384 2022/07/27 00:56:07 - mmengine - INFO - Epoch(train) [19][840/3757] lr: 9.7553e-03 eta: 2 days, 18:27:14 time: 0.3910 data_time: 0.0159 memory: 17007 grad_norm: 4.8148 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2032 loss: 3.2032 2022/07/27 00:56:14 - mmengine - INFO - Epoch(train) [19][860/3757] lr: 9.7553e-03 eta: 2 days, 18:27:06 time: 0.3917 data_time: 0.0164 memory: 17007 grad_norm: 4.7635 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.1822 loss: 3.1822 2022/07/27 00:56:22 - mmengine - INFO - Epoch(train) [19][880/3757] lr: 9.7553e-03 eta: 2 days, 18:26:59 time: 0.4008 data_time: 0.0165 memory: 17007 grad_norm: 4.7415 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1318 loss: 3.1318 2022/07/27 00:56:30 - mmengine - INFO - Epoch(train) [19][900/3757] lr: 9.7553e-03 eta: 2 days, 18:26:51 time: 0.3908 data_time: 0.0150 memory: 17007 grad_norm: 4.6743 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0713 loss: 3.0713 2022/07/27 00:56:38 - mmengine - INFO - Epoch(train) [19][920/3757] lr: 9.7553e-03 eta: 2 days, 18:26:43 time: 0.3929 data_time: 0.0164 memory: 17007 grad_norm: 4.7795 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1955 loss: 3.1955 2022/07/27 00:56:46 - mmengine - INFO - Epoch(train) [19][940/3757] lr: 9.7553e-03 eta: 2 days, 18:26:35 time: 0.3920 data_time: 0.0160 memory: 17007 grad_norm: 4.8023 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9492 loss: 2.9492 2022/07/27 00:56:54 - mmengine - INFO - Epoch(train) [19][960/3757] lr: 9.7553e-03 eta: 2 days, 18:26:27 time: 0.3918 data_time: 0.0163 memory: 17007 grad_norm: 4.8564 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4543 loss: 3.4543 2022/07/27 00:57:02 - mmengine - INFO - Epoch(train) [19][980/3757] lr: 9.7553e-03 eta: 2 days, 18:26:21 time: 0.4030 data_time: 0.0153 memory: 17007 grad_norm: 4.8239 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8997 loss: 2.8997 2022/07/27 00:57:10 - mmengine - INFO - Epoch(train) [19][1000/3757] lr: 9.7553e-03 eta: 2 days, 18:26:13 time: 0.3929 data_time: 0.0166 memory: 17007 grad_norm: 4.8262 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.2602 loss: 3.2602 2022/07/27 00:57:18 - mmengine - INFO - Epoch(train) [19][1020/3757] lr: 9.7553e-03 eta: 2 days, 18:26:04 time: 0.3901 data_time: 0.0141 memory: 17007 grad_norm: 4.7456 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1911 loss: 3.1911 2022/07/27 00:57:25 - mmengine - INFO - Epoch(train) [19][1040/3757] lr: 9.7553e-03 eta: 2 days, 18:25:56 time: 0.3932 data_time: 0.0163 memory: 17007 grad_norm: 4.7983 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9724 loss: 2.9724 2022/07/27 00:57:33 - mmengine - INFO - Epoch(train) [19][1060/3757] lr: 9.7553e-03 eta: 2 days, 18:25:48 time: 0.3940 data_time: 0.0165 memory: 17007 grad_norm: 4.8575 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0623 loss: 3.0623 2022/07/27 00:57:41 - mmengine - INFO - Epoch(train) [19][1080/3757] lr: 9.7553e-03 eta: 2 days, 18:25:41 time: 0.3987 data_time: 0.0169 memory: 17007 grad_norm: 4.7459 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1800 loss: 3.1800 2022/07/27 00:57:49 - mmengine - INFO - Epoch(train) [19][1100/3757] lr: 9.7553e-03 eta: 2 days, 18:25:33 time: 0.3918 data_time: 0.0158 memory: 17007 grad_norm: 4.7759 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2228 loss: 3.2228 2022/07/27 00:57:57 - mmengine - INFO - Epoch(train) [19][1120/3757] lr: 9.7553e-03 eta: 2 days, 18:25:25 time: 0.3911 data_time: 0.0153 memory: 17007 grad_norm: 4.7474 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2463 loss: 3.2463 2022/07/27 00:58:05 - mmengine - INFO - Epoch(train) [19][1140/3757] lr: 9.7553e-03 eta: 2 days, 18:25:16 time: 0.3905 data_time: 0.0142 memory: 17007 grad_norm: 4.8370 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.3148 loss: 3.3148 2022/07/27 00:58:13 - mmengine - INFO - Epoch(train) [19][1160/3757] lr: 9.7553e-03 eta: 2 days, 18:25:09 time: 0.3942 data_time: 0.0164 memory: 17007 grad_norm: 4.6562 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0096 loss: 3.0096 2022/07/27 00:58:21 - mmengine - INFO - Epoch(train) [19][1180/3757] lr: 9.7553e-03 eta: 2 days, 18:25:01 time: 0.3938 data_time: 0.0156 memory: 17007 grad_norm: 4.6700 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4174 loss: 3.4174 2022/07/27 00:58:28 - mmengine - INFO - Epoch(train) [19][1200/3757] lr: 9.7553e-03 eta: 2 days, 18:24:53 time: 0.3938 data_time: 0.0152 memory: 17007 grad_norm: 4.6308 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1930 loss: 3.1930 2022/07/27 00:58:36 - mmengine - INFO - Epoch(train) [19][1220/3757] lr: 9.7553e-03 eta: 2 days, 18:24:44 time: 0.3897 data_time: 0.0143 memory: 17007 grad_norm: 4.8254 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0472 loss: 3.0472 2022/07/27 00:58:44 - mmengine - INFO - Epoch(train) [19][1240/3757] lr: 9.7553e-03 eta: 2 days, 18:24:36 time: 0.3924 data_time: 0.0153 memory: 17007 grad_norm: 4.8519 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9182 loss: 2.9182 2022/07/27 00:58:52 - mmengine - INFO - Epoch(train) [19][1260/3757] lr: 9.7553e-03 eta: 2 days, 18:24:28 time: 0.3928 data_time: 0.0150 memory: 17007 grad_norm: 4.7319 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1858 loss: 3.1858 2022/07/27 00:59:00 - mmengine - INFO - Epoch(train) [19][1280/3757] lr: 9.7553e-03 eta: 2 days, 18:24:20 time: 0.3931 data_time: 0.0159 memory: 17007 grad_norm: 4.8318 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3015 loss: 3.3015 2022/07/27 00:59:08 - mmengine - INFO - Epoch(train) [19][1300/3757] lr: 9.7553e-03 eta: 2 days, 18:24:12 time: 0.3905 data_time: 0.0149 memory: 17007 grad_norm: 4.8064 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1610 loss: 3.1610 2022/07/27 00:59:15 - mmengine - INFO - Epoch(train) [19][1320/3757] lr: 9.7553e-03 eta: 2 days, 18:24:04 time: 0.3934 data_time: 0.0158 memory: 17007 grad_norm: 4.7420 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8780 loss: 2.8780 2022/07/27 00:59:23 - mmengine - INFO - Epoch(train) [19][1340/3757] lr: 9.7553e-03 eta: 2 days, 18:23:56 time: 0.3941 data_time: 0.0149 memory: 17007 grad_norm: 4.6516 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9792 loss: 2.9792 2022/07/27 00:59:31 - mmengine - INFO - Epoch(train) [19][1360/3757] lr: 9.7553e-03 eta: 2 days, 18:23:48 time: 0.3939 data_time: 0.0168 memory: 17007 grad_norm: 4.8514 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.0886 loss: 3.0886 2022/07/27 00:59:37 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/27 00:59:39 - mmengine - INFO - Epoch(train) [19][1380/3757] lr: 9.7553e-03 eta: 2 days, 18:23:40 time: 0.3932 data_time: 0.0163 memory: 17007 grad_norm: 4.7549 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0856 loss: 3.0856 2022/07/27 00:59:47 - mmengine - INFO - Epoch(train) [19][1400/3757] lr: 9.7553e-03 eta: 2 days, 18:23:32 time: 0.3908 data_time: 0.0160 memory: 17007 grad_norm: 4.8042 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3009 loss: 3.3009 2022/07/27 00:59:55 - mmengine - INFO - Epoch(train) [19][1420/3757] lr: 9.7553e-03 eta: 2 days, 18:23:24 time: 0.3922 data_time: 0.0155 memory: 17007 grad_norm: 4.8536 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.4320 loss: 3.4320 2022/07/27 01:00:03 - mmengine - INFO - Epoch(train) [19][1440/3757] lr: 9.7553e-03 eta: 2 days, 18:23:16 time: 0.3944 data_time: 0.0173 memory: 17007 grad_norm: 4.8901 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1865 loss: 3.1865 2022/07/27 01:00:11 - mmengine - INFO - Epoch(train) [19][1460/3757] lr: 9.7553e-03 eta: 2 days, 18:23:08 time: 0.3930 data_time: 0.0155 memory: 17007 grad_norm: 4.7256 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2265 loss: 3.2265 2022/07/27 01:00:18 - mmengine - INFO - Epoch(train) [19][1480/3757] lr: 9.7553e-03 eta: 2 days, 18:23:00 time: 0.3904 data_time: 0.0157 memory: 17007 grad_norm: 4.7906 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2802 loss: 3.2802 2022/07/27 01:00:26 - mmengine - INFO - Epoch(train) [19][1500/3757] lr: 9.7553e-03 eta: 2 days, 18:22:52 time: 0.3913 data_time: 0.0138 memory: 17007 grad_norm: 4.7968 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2829 loss: 3.2829 2022/07/27 01:00:34 - mmengine - INFO - Epoch(train) [19][1520/3757] lr: 9.7553e-03 eta: 2 days, 18:22:44 time: 0.3939 data_time: 0.0166 memory: 17007 grad_norm: 4.8678 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1099 loss: 3.1099 2022/07/27 01:00:42 - mmengine - INFO - Epoch(train) [19][1540/3757] lr: 9.7553e-03 eta: 2 days, 18:22:35 time: 0.3906 data_time: 0.0150 memory: 17007 grad_norm: 4.7108 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.1436 loss: 3.1436 2022/07/27 01:00:50 - mmengine - INFO - Epoch(train) [19][1560/3757] lr: 9.7553e-03 eta: 2 days, 18:22:28 time: 0.3962 data_time: 0.0153 memory: 17007 grad_norm: 4.6531 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2337 loss: 3.2337 2022/07/27 01:00:58 - mmengine - INFO - Epoch(train) [19][1580/3757] lr: 9.7553e-03 eta: 2 days, 18:22:20 time: 0.3915 data_time: 0.0158 memory: 17007 grad_norm: 4.7815 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1241 loss: 3.1241 2022/07/27 01:01:05 - mmengine - INFO - Epoch(train) [19][1600/3757] lr: 9.7553e-03 eta: 2 days, 18:22:12 time: 0.3936 data_time: 0.0167 memory: 17007 grad_norm: 4.7016 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8529 loss: 2.8529 2022/07/27 01:01:13 - mmengine - INFO - Epoch(train) [19][1620/3757] lr: 9.7553e-03 eta: 2 days, 18:22:04 time: 0.3917 data_time: 0.0161 memory: 17007 grad_norm: 4.8076 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.2295 loss: 3.2295 2022/07/27 01:01:21 - mmengine - INFO - Epoch(train) [19][1640/3757] lr: 9.7553e-03 eta: 2 days, 18:21:56 time: 0.3931 data_time: 0.0160 memory: 17007 grad_norm: 4.7316 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9215 loss: 2.9215 2022/07/27 01:01:29 - mmengine - INFO - Epoch(train) [19][1660/3757] lr: 9.7553e-03 eta: 2 days, 18:21:48 time: 0.3930 data_time: 0.0155 memory: 17007 grad_norm: 4.7715 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1099 loss: 3.1099 2022/07/27 01:01:37 - mmengine - INFO - Epoch(train) [19][1680/3757] lr: 9.7553e-03 eta: 2 days, 18:21:39 time: 0.3912 data_time: 0.0164 memory: 17007 grad_norm: 4.6063 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9721 loss: 2.9721 2022/07/27 01:01:45 - mmengine - INFO - Epoch(train) [19][1700/3757] lr: 9.7553e-03 eta: 2 days, 18:21:31 time: 0.3911 data_time: 0.0159 memory: 17007 grad_norm: 4.7149 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2067 loss: 3.2067 2022/07/27 01:01:53 - mmengine - INFO - Epoch(train) [19][1720/3757] lr: 9.7553e-03 eta: 2 days, 18:21:23 time: 0.3916 data_time: 0.0163 memory: 17007 grad_norm: 4.7940 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 3.3177 loss: 3.3177 2022/07/27 01:02:00 - mmengine - INFO - Epoch(train) [19][1740/3757] lr: 9.7553e-03 eta: 2 days, 18:21:16 time: 0.3983 data_time: 0.0161 memory: 17007 grad_norm: 4.8467 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2782 loss: 3.2782 2022/07/27 01:02:08 - mmengine - INFO - Epoch(train) [19][1760/3757] lr: 9.7553e-03 eta: 2 days, 18:21:07 time: 0.3916 data_time: 0.0162 memory: 17007 grad_norm: 4.5836 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8145 loss: 2.8145 2022/07/27 01:02:16 - mmengine - INFO - Epoch(train) [19][1780/3757] lr: 9.7553e-03 eta: 2 days, 18:20:59 time: 0.3914 data_time: 0.0152 memory: 17007 grad_norm: 4.9244 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8118 loss: 2.8118 2022/07/27 01:02:24 - mmengine - INFO - Epoch(train) [19][1800/3757] lr: 9.7553e-03 eta: 2 days, 18:20:51 time: 0.3942 data_time: 0.0171 memory: 17007 grad_norm: 4.8535 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0319 loss: 3.0319 2022/07/27 01:02:32 - mmengine - INFO - Epoch(train) [19][1820/3757] lr: 9.7553e-03 eta: 2 days, 18:20:43 time: 0.3928 data_time: 0.0159 memory: 17007 grad_norm: 4.8959 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1080 loss: 3.1080 2022/07/27 01:02:40 - mmengine - INFO - Epoch(train) [19][1840/3757] lr: 9.7553e-03 eta: 2 days, 18:20:36 time: 0.3968 data_time: 0.0182 memory: 17007 grad_norm: 4.7954 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0018 loss: 3.0018 2022/07/27 01:02:48 - mmengine - INFO - Epoch(train) [19][1860/3757] lr: 9.7553e-03 eta: 2 days, 18:20:28 time: 0.3916 data_time: 0.0152 memory: 17007 grad_norm: 4.8426 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2049 loss: 3.2049 2022/07/27 01:02:56 - mmengine - INFO - Epoch(train) [19][1880/3757] lr: 9.7553e-03 eta: 2 days, 18:20:21 time: 0.3968 data_time: 0.0162 memory: 17007 grad_norm: 4.7033 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0806 loss: 3.0806 2022/07/27 01:03:04 - mmengine - INFO - Epoch(train) [19][1900/3757] lr: 9.7553e-03 eta: 2 days, 18:20:14 time: 0.4017 data_time: 0.0152 memory: 17007 grad_norm: 4.7554 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.4130 loss: 3.4130 2022/07/27 01:03:12 - mmengine - INFO - Epoch(train) [19][1920/3757] lr: 9.7553e-03 eta: 2 days, 18:20:06 time: 0.3935 data_time: 0.0165 memory: 17007 grad_norm: 4.7622 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1544 loss: 3.1544 2022/07/27 01:03:19 - mmengine - INFO - Epoch(train) [19][1940/3757] lr: 9.7553e-03 eta: 2 days, 18:19:58 time: 0.3940 data_time: 0.0160 memory: 17007 grad_norm: 4.7268 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7912 loss: 2.7912 2022/07/27 01:03:27 - mmengine - INFO - Epoch(train) [19][1960/3757] lr: 9.7553e-03 eta: 2 days, 18:19:51 time: 0.3933 data_time: 0.0164 memory: 17007 grad_norm: 4.8091 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9120 loss: 2.9120 2022/07/27 01:03:35 - mmengine - INFO - Epoch(train) [19][1980/3757] lr: 9.7553e-03 eta: 2 days, 18:19:42 time: 0.3913 data_time: 0.0150 memory: 17007 grad_norm: 4.8317 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0426 loss: 3.0426 2022/07/27 01:03:43 - mmengine - INFO - Epoch(train) [19][2000/3757] lr: 9.7553e-03 eta: 2 days, 18:19:34 time: 0.3930 data_time: 0.0173 memory: 17007 grad_norm: 4.7946 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9983 loss: 2.9983 2022/07/27 01:03:51 - mmengine - INFO - Epoch(train) [19][2020/3757] lr: 9.7553e-03 eta: 2 days, 18:19:26 time: 0.3931 data_time: 0.0167 memory: 17007 grad_norm: 4.7220 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.0076 loss: 3.0076 2022/07/27 01:03:59 - mmengine - INFO - Epoch(train) [19][2040/3757] lr: 9.7553e-03 eta: 2 days, 18:19:18 time: 0.3923 data_time: 0.0158 memory: 17007 grad_norm: 4.7422 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.1117 loss: 3.1117 2022/07/27 01:04:06 - mmengine - INFO - Epoch(train) [19][2060/3757] lr: 9.7553e-03 eta: 2 days, 18:19:10 time: 0.3910 data_time: 0.0150 memory: 17007 grad_norm: 4.7176 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0341 loss: 3.0341 2022/07/27 01:04:14 - mmengine - INFO - Epoch(train) [19][2080/3757] lr: 9.7553e-03 eta: 2 days, 18:19:02 time: 0.3937 data_time: 0.0174 memory: 17007 grad_norm: 4.7482 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0845 loss: 3.0845 2022/07/27 01:04:22 - mmengine - INFO - Epoch(train) [19][2100/3757] lr: 9.7553e-03 eta: 2 days, 18:18:54 time: 0.3950 data_time: 0.0148 memory: 17007 grad_norm: 4.8980 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1456 loss: 3.1456 2022/07/27 01:04:30 - mmengine - INFO - Epoch(train) [19][2120/3757] lr: 9.7553e-03 eta: 2 days, 18:18:46 time: 0.3932 data_time: 0.0158 memory: 17007 grad_norm: 4.8386 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2401 loss: 3.2401 2022/07/27 01:04:38 - mmengine - INFO - Epoch(train) [19][2140/3757] lr: 9.7553e-03 eta: 2 days, 18:18:38 time: 0.3913 data_time: 0.0151 memory: 17007 grad_norm: 4.7458 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.9645 loss: 2.9645 2022/07/27 01:04:46 - mmengine - INFO - Epoch(train) [19][2160/3757] lr: 9.7553e-03 eta: 2 days, 18:18:31 time: 0.3950 data_time: 0.0178 memory: 17007 grad_norm: 4.8010 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0275 loss: 3.0275 2022/07/27 01:04:54 - mmengine - INFO - Epoch(train) [19][2180/3757] lr: 9.7553e-03 eta: 2 days, 18:18:23 time: 0.3926 data_time: 0.0167 memory: 17007 grad_norm: 4.7742 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8080 loss: 2.8080 2022/07/27 01:05:02 - mmengine - INFO - Epoch(train) [19][2200/3757] lr: 9.7553e-03 eta: 2 days, 18:18:15 time: 0.3966 data_time: 0.0168 memory: 17007 grad_norm: 4.9249 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1362 loss: 3.1362 2022/07/27 01:05:10 - mmengine - INFO - Epoch(train) [19][2220/3757] lr: 9.7553e-03 eta: 2 days, 18:18:08 time: 0.3974 data_time: 0.0163 memory: 17007 grad_norm: 4.8718 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2666 loss: 3.2666 2022/07/27 01:05:17 - mmengine - INFO - Epoch(train) [19][2240/3757] lr: 9.7553e-03 eta: 2 days, 18:18:00 time: 0.3935 data_time: 0.0165 memory: 17007 grad_norm: 4.7295 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.9810 loss: 2.9810 2022/07/27 01:05:25 - mmengine - INFO - Epoch(train) [19][2260/3757] lr: 9.7553e-03 eta: 2 days, 18:17:52 time: 0.3908 data_time: 0.0145 memory: 17007 grad_norm: 4.7885 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.0604 loss: 3.0604 2022/07/27 01:05:33 - mmengine - INFO - Epoch(train) [19][2280/3757] lr: 9.7553e-03 eta: 2 days, 18:17:44 time: 0.3948 data_time: 0.0170 memory: 17007 grad_norm: 4.7763 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.1675 loss: 3.1675 2022/07/27 01:05:41 - mmengine - INFO - Epoch(train) [19][2300/3757] lr: 9.7553e-03 eta: 2 days, 18:17:36 time: 0.3912 data_time: 0.0150 memory: 17007 grad_norm: 4.8957 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1144 loss: 3.1144 2022/07/27 01:05:49 - mmengine - INFO - Epoch(train) [19][2320/3757] lr: 9.7553e-03 eta: 2 days, 18:17:27 time: 0.3910 data_time: 0.0149 memory: 17007 grad_norm: 4.7192 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3288 loss: 3.3288 2022/07/27 01:05:57 - mmengine - INFO - Epoch(train) [19][2340/3757] lr: 9.7553e-03 eta: 2 days, 18:17:19 time: 0.3909 data_time: 0.0149 memory: 17007 grad_norm: 4.8580 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.8799 loss: 2.8799 2022/07/27 01:06:05 - mmengine - INFO - Epoch(train) [19][2360/3757] lr: 9.7553e-03 eta: 2 days, 18:17:12 time: 0.3955 data_time: 0.0161 memory: 17007 grad_norm: 4.7119 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.0068 loss: 3.0068 2022/07/27 01:06:10 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/27 01:06:12 - mmengine - INFO - Epoch(train) [19][2380/3757] lr: 9.7553e-03 eta: 2 days, 18:17:03 time: 0.3922 data_time: 0.0157 memory: 17007 grad_norm: 4.7494 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.1123 loss: 3.1123 2022/07/27 01:06:20 - mmengine - INFO - Epoch(train) [19][2400/3757] lr: 9.7553e-03 eta: 2 days, 18:16:56 time: 0.3942 data_time: 0.0158 memory: 17007 grad_norm: 4.8606 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4957 loss: 3.4957 2022/07/27 01:06:28 - mmengine - INFO - Epoch(train) [19][2420/3757] lr: 9.7553e-03 eta: 2 days, 18:16:48 time: 0.3927 data_time: 0.0160 memory: 17007 grad_norm: 4.7471 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0712 loss: 3.0712 2022/07/27 01:06:36 - mmengine - INFO - Epoch(train) [19][2440/3757] lr: 9.7553e-03 eta: 2 days, 18:16:41 time: 0.4002 data_time: 0.0183 memory: 17007 grad_norm: 4.7892 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3309 loss: 3.3309 2022/07/27 01:06:44 - mmengine - INFO - Epoch(train) [19][2460/3757] lr: 9.7553e-03 eta: 2 days, 18:16:33 time: 0.3928 data_time: 0.0161 memory: 17007 grad_norm: 4.8890 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2427 loss: 3.2427 2022/07/27 01:06:52 - mmengine - INFO - Epoch(train) [19][2480/3757] lr: 9.7553e-03 eta: 2 days, 18:16:26 time: 0.3972 data_time: 0.0158 memory: 17007 grad_norm: 4.6783 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0865 loss: 3.0865 2022/07/27 01:07:00 - mmengine - INFO - Epoch(train) [19][2500/3757] lr: 9.7553e-03 eta: 2 days, 18:16:17 time: 0.3911 data_time: 0.0154 memory: 17007 grad_norm: 4.7334 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9523 loss: 2.9523 2022/07/27 01:07:08 - mmengine - INFO - Epoch(train) [19][2520/3757] lr: 9.7553e-03 eta: 2 days, 18:16:09 time: 0.3917 data_time: 0.0161 memory: 17007 grad_norm: 4.7115 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.3248 loss: 3.3248 2022/07/27 01:07:16 - mmengine - INFO - Epoch(train) [19][2540/3757] lr: 9.7553e-03 eta: 2 days, 18:16:01 time: 0.3947 data_time: 0.0148 memory: 17007 grad_norm: 4.7962 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.1929 loss: 3.1929 2022/07/27 01:07:23 - mmengine - INFO - Epoch(train) [19][2560/3757] lr: 9.7553e-03 eta: 2 days, 18:15:54 time: 0.3934 data_time: 0.0182 memory: 17007 grad_norm: 4.8759 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2539 loss: 3.2539 2022/07/27 01:07:31 - mmengine - INFO - Epoch(train) [19][2580/3757] lr: 9.7553e-03 eta: 2 days, 18:15:46 time: 0.3927 data_time: 0.0158 memory: 17007 grad_norm: 4.8175 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3163 loss: 3.3163 2022/07/27 01:07:39 - mmengine - INFO - Epoch(train) [19][2600/3757] lr: 9.7553e-03 eta: 2 days, 18:15:38 time: 0.3941 data_time: 0.0170 memory: 17007 grad_norm: 4.7629 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9719 loss: 2.9719 2022/07/27 01:07:47 - mmengine - INFO - Epoch(train) [19][2620/3757] lr: 9.7553e-03 eta: 2 days, 18:15:33 time: 0.4146 data_time: 0.0146 memory: 17007 grad_norm: 4.9485 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1868 loss: 3.1868 2022/07/27 01:07:55 - mmengine - INFO - Epoch(train) [19][2640/3757] lr: 9.7553e-03 eta: 2 days, 18:15:25 time: 0.3912 data_time: 0.0159 memory: 17007 grad_norm: 4.9932 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.2158 loss: 3.2158 2022/07/27 01:08:03 - mmengine - INFO - Epoch(train) [19][2660/3757] lr: 9.7553e-03 eta: 2 days, 18:15:18 time: 0.3993 data_time: 0.0168 memory: 17007 grad_norm: 4.8441 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3234 loss: 3.3234 2022/07/27 01:08:11 - mmengine - INFO - Epoch(train) [19][2680/3757] lr: 9.7553e-03 eta: 2 days, 18:15:10 time: 0.3927 data_time: 0.0163 memory: 17007 grad_norm: 4.8651 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9647 loss: 2.9647 2022/07/27 01:08:19 - mmengine - INFO - Epoch(train) [19][2700/3757] lr: 9.7553e-03 eta: 2 days, 18:15:02 time: 0.3913 data_time: 0.0140 memory: 17007 grad_norm: 4.7419 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1409 loss: 3.1409 2022/07/27 01:08:27 - mmengine - INFO - Epoch(train) [19][2720/3757] lr: 9.7553e-03 eta: 2 days, 18:14:56 time: 0.4040 data_time: 0.0168 memory: 17007 grad_norm: 4.8232 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9390 loss: 2.9390 2022/07/27 01:08:35 - mmengine - INFO - Epoch(train) [19][2740/3757] lr: 9.7553e-03 eta: 2 days, 18:14:48 time: 0.3906 data_time: 0.0149 memory: 17007 grad_norm: 4.7213 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9374 loss: 2.9374 2022/07/27 01:08:43 - mmengine - INFO - Epoch(train) [19][2760/3757] lr: 9.7553e-03 eta: 2 days, 18:14:40 time: 0.3936 data_time: 0.0161 memory: 17007 grad_norm: 4.8210 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.0965 loss: 3.0965 2022/07/27 01:08:51 - mmengine - INFO - Epoch(train) [19][2780/3757] lr: 9.7553e-03 eta: 2 days, 18:14:32 time: 0.3927 data_time: 0.0157 memory: 17007 grad_norm: 4.7112 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9153 loss: 2.9153 2022/07/27 01:08:58 - mmengine - INFO - Epoch(train) [19][2800/3757] lr: 9.7553e-03 eta: 2 days, 18:14:23 time: 0.3921 data_time: 0.0157 memory: 17007 grad_norm: 4.7763 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1982 loss: 3.1982 2022/07/27 01:09:06 - mmengine - INFO - Epoch(train) [19][2820/3757] lr: 9.7553e-03 eta: 2 days, 18:14:15 time: 0.3899 data_time: 0.0158 memory: 17007 grad_norm: 5.0587 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2204 loss: 3.2204 2022/07/27 01:09:14 - mmengine - INFO - Epoch(train) [19][2840/3757] lr: 9.7553e-03 eta: 2 days, 18:14:07 time: 0.3913 data_time: 0.0163 memory: 17007 grad_norm: 4.9179 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9766 loss: 2.9766 2022/07/27 01:09:22 - mmengine - INFO - Epoch(train) [19][2860/3757] lr: 9.7553e-03 eta: 2 days, 18:13:59 time: 0.3972 data_time: 0.0168 memory: 17007 grad_norm: 4.8053 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1144 loss: 3.1144 2022/07/27 01:09:30 - mmengine - INFO - Epoch(train) [19][2880/3757] lr: 9.7553e-03 eta: 2 days, 18:13:51 time: 0.3911 data_time: 0.0163 memory: 17007 grad_norm: 4.9066 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.2459 loss: 3.2459 2022/07/27 01:09:38 - mmengine - INFO - Epoch(train) [19][2900/3757] lr: 9.7553e-03 eta: 2 days, 18:13:43 time: 0.3904 data_time: 0.0157 memory: 17007 grad_norm: 4.7385 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2943 loss: 3.2943 2022/07/27 01:09:45 - mmengine - INFO - Epoch(train) [19][2920/3757] lr: 9.7553e-03 eta: 2 days, 18:13:35 time: 0.3928 data_time: 0.0161 memory: 17007 grad_norm: 4.7409 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1328 loss: 3.1328 2022/07/27 01:09:53 - mmengine - INFO - Epoch(train) [19][2940/3757] lr: 9.7553e-03 eta: 2 days, 18:13:27 time: 0.3919 data_time: 0.0153 memory: 17007 grad_norm: 4.7544 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4070 loss: 3.4070 2022/07/27 01:10:01 - mmengine - INFO - Epoch(train) [19][2960/3757] lr: 9.7553e-03 eta: 2 days, 18:13:20 time: 0.4033 data_time: 0.0173 memory: 17007 grad_norm: 4.6028 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3206 loss: 3.3206 2022/07/27 01:10:09 - mmengine - INFO - Epoch(train) [19][2980/3757] lr: 9.7553e-03 eta: 2 days, 18:13:12 time: 0.3936 data_time: 0.0155 memory: 17007 grad_norm: 4.6941 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9313 loss: 2.9313 2022/07/27 01:10:17 - mmengine - INFO - Epoch(train) [19][3000/3757] lr: 9.7553e-03 eta: 2 days, 18:13:04 time: 0.3925 data_time: 0.0162 memory: 17007 grad_norm: 4.8222 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.0779 loss: 3.0779 2022/07/27 01:10:25 - mmengine - INFO - Epoch(train) [19][3020/3757] lr: 9.7553e-03 eta: 2 days, 18:12:58 time: 0.4023 data_time: 0.0161 memory: 17007 grad_norm: 4.8120 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1356 loss: 3.1356 2022/07/27 01:10:33 - mmengine - INFO - Epoch(train) [19][3040/3757] lr: 9.7553e-03 eta: 2 days, 18:12:50 time: 0.3903 data_time: 0.0153 memory: 17007 grad_norm: 4.8241 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2909 loss: 3.2909 2022/07/27 01:10:41 - mmengine - INFO - Epoch(train) [19][3060/3757] lr: 9.7553e-03 eta: 2 days, 18:12:44 time: 0.4100 data_time: 0.0163 memory: 17007 grad_norm: 4.7141 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8829 loss: 2.8829 2022/07/27 01:10:49 - mmengine - INFO - Epoch(train) [19][3080/3757] lr: 9.7553e-03 eta: 2 days, 18:12:36 time: 0.3915 data_time: 0.0156 memory: 17007 grad_norm: 4.8454 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9100 loss: 2.9100 2022/07/27 01:10:57 - mmengine - INFO - Epoch(train) [19][3100/3757] lr: 9.7553e-03 eta: 2 days, 18:12:28 time: 0.3922 data_time: 0.0156 memory: 17007 grad_norm: 4.8156 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.4542 loss: 3.4542 2022/07/27 01:11:05 - mmengine - INFO - Epoch(train) [19][3120/3757] lr: 9.7553e-03 eta: 2 days, 18:12:23 time: 0.4091 data_time: 0.0165 memory: 17007 grad_norm: 4.7389 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1323 loss: 3.1323 2022/07/27 01:11:13 - mmengine - INFO - Epoch(train) [19][3140/3757] lr: 9.7553e-03 eta: 2 days, 18:12:15 time: 0.3941 data_time: 0.0155 memory: 17007 grad_norm: 4.6958 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2372 loss: 3.2372 2022/07/27 01:11:21 - mmengine - INFO - Epoch(train) [19][3160/3757] lr: 9.7553e-03 eta: 2 days, 18:12:10 time: 0.4100 data_time: 0.0180 memory: 17007 grad_norm: 4.7749 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 3.0416 loss: 3.0416 2022/07/27 01:11:29 - mmengine - INFO - Epoch(train) [19][3180/3757] lr: 9.7553e-03 eta: 2 days, 18:12:02 time: 0.3899 data_time: 0.0150 memory: 17007 grad_norm: 4.6996 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0095 loss: 3.0095 2022/07/27 01:11:37 - mmengine - INFO - Epoch(train) [19][3200/3757] lr: 9.7553e-03 eta: 2 days, 18:11:53 time: 0.3913 data_time: 0.0155 memory: 17007 grad_norm: 4.7185 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2981 loss: 3.2981 2022/07/27 01:11:45 - mmengine - INFO - Epoch(train) [19][3220/3757] lr: 9.7553e-03 eta: 2 days, 18:11:49 time: 0.4160 data_time: 0.0184 memory: 17007 grad_norm: 4.8449 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1783 loss: 3.1783 2022/07/27 01:11:53 - mmengine - INFO - Epoch(train) [19][3240/3757] lr: 9.7553e-03 eta: 2 days, 18:11:42 time: 0.3954 data_time: 0.0168 memory: 17007 grad_norm: 4.7360 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1811 loss: 3.1811 2022/07/27 01:12:01 - mmengine - INFO - Epoch(train) [19][3260/3757] lr: 9.7553e-03 eta: 2 days, 18:11:36 time: 0.4038 data_time: 0.0158 memory: 17007 grad_norm: 4.7944 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1997 loss: 3.1997 2022/07/27 01:12:09 - mmengine - INFO - Epoch(train) [19][3280/3757] lr: 9.7553e-03 eta: 2 days, 18:11:28 time: 0.3931 data_time: 0.0173 memory: 17007 grad_norm: 4.7783 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4478 loss: 3.4478 2022/07/27 01:12:17 - mmengine - INFO - Epoch(train) [19][3300/3757] lr: 9.7553e-03 eta: 2 days, 18:11:20 time: 0.3940 data_time: 0.0169 memory: 17007 grad_norm: 4.7487 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0118 loss: 3.0118 2022/07/27 01:12:26 - mmengine - INFO - Epoch(train) [19][3320/3757] lr: 9.7553e-03 eta: 2 days, 18:11:19 time: 0.4382 data_time: 0.0167 memory: 17007 grad_norm: 4.8019 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.0811 loss: 3.0811 2022/07/27 01:12:33 - mmengine - INFO - Epoch(train) [19][3340/3757] lr: 9.7553e-03 eta: 2 days, 18:11:12 time: 0.3936 data_time: 0.0171 memory: 17007 grad_norm: 4.8380 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8064 loss: 2.8064 2022/07/27 01:12:42 - mmengine - INFO - Epoch(train) [19][3360/3757] lr: 9.7553e-03 eta: 2 days, 18:11:08 time: 0.4174 data_time: 0.0161 memory: 17007 grad_norm: 4.8521 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2042 loss: 3.2042 2022/07/27 01:12:47 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/27 01:12:50 - mmengine - INFO - Epoch(train) [19][3380/3757] lr: 9.7553e-03 eta: 2 days, 18:11:00 time: 0.3920 data_time: 0.0164 memory: 17007 grad_norm: 4.7579 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9081 loss: 2.9081 2022/07/27 01:12:57 - mmengine - INFO - Epoch(train) [19][3400/3757] lr: 9.7553e-03 eta: 2 days, 18:10:52 time: 0.3928 data_time: 0.0171 memory: 17007 grad_norm: 4.7763 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1037 loss: 3.1037 2022/07/27 01:13:06 - mmengine - INFO - Epoch(train) [19][3420/3757] lr: 9.7553e-03 eta: 2 days, 18:10:52 time: 0.4428 data_time: 0.0161 memory: 17007 grad_norm: 4.6288 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0734 loss: 3.0734 2022/07/27 01:13:14 - mmengine - INFO - Epoch(train) [19][3440/3757] lr: 9.7553e-03 eta: 2 days, 18:10:44 time: 0.3921 data_time: 0.0164 memory: 17007 grad_norm: 4.6227 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0892 loss: 3.0892 2022/07/27 01:13:23 - mmengine - INFO - Epoch(train) [19][3460/3757] lr: 9.7553e-03 eta: 2 days, 18:10:42 time: 0.4272 data_time: 0.0157 memory: 17007 grad_norm: 4.9366 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0278 loss: 3.0278 2022/07/27 01:13:31 - mmengine - INFO - Epoch(train) [19][3480/3757] lr: 9.7553e-03 eta: 2 days, 18:10:34 time: 0.3933 data_time: 0.0172 memory: 17007 grad_norm: 4.7338 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2518 loss: 3.2518 2022/07/27 01:13:38 - mmengine - INFO - Epoch(train) [19][3500/3757] lr: 9.7553e-03 eta: 2 days, 18:10:26 time: 0.3920 data_time: 0.0161 memory: 17007 grad_norm: 4.6984 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0595 loss: 3.0595 2022/07/27 01:13:47 - mmengine - INFO - Epoch(train) [19][3520/3757] lr: 9.7553e-03 eta: 2 days, 18:10:25 time: 0.4381 data_time: 0.0234 memory: 17007 grad_norm: 4.7765 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.0100 loss: 3.0100 2022/07/27 01:13:55 - mmengine - INFO - Epoch(train) [19][3540/3757] lr: 9.7553e-03 eta: 2 days, 18:10:17 time: 0.3917 data_time: 0.0147 memory: 17007 grad_norm: 4.7799 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.9223 loss: 2.9223 2022/07/27 01:14:04 - mmengine - INFO - Epoch(train) [19][3560/3757] lr: 9.7553e-03 eta: 2 days, 18:10:17 time: 0.4398 data_time: 0.0173 memory: 17007 grad_norm: 4.8573 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1841 loss: 3.1841 2022/07/27 01:14:12 - mmengine - INFO - Epoch(train) [19][3580/3757] lr: 9.7553e-03 eta: 2 days, 18:10:09 time: 0.3924 data_time: 0.0149 memory: 17007 grad_norm: 4.8672 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0485 loss: 3.0485 2022/07/27 01:14:20 - mmengine - INFO - Epoch(train) [19][3600/3757] lr: 9.7553e-03 eta: 2 days, 18:10:02 time: 0.3993 data_time: 0.0163 memory: 17007 grad_norm: 4.9988 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 3.0388 loss: 3.0388 2022/07/27 01:14:28 - mmengine - INFO - Epoch(train) [19][3620/3757] lr: 9.7553e-03 eta: 2 days, 18:09:54 time: 0.3928 data_time: 0.0143 memory: 17007 grad_norm: 4.7162 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2015 loss: 3.2015 2022/07/27 01:14:36 - mmengine - INFO - Epoch(train) [19][3640/3757] lr: 9.7553e-03 eta: 2 days, 18:09:47 time: 0.3994 data_time: 0.0165 memory: 17007 grad_norm: 4.8249 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1223 loss: 3.1223 2022/07/27 01:14:44 - mmengine - INFO - Epoch(train) [19][3660/3757] lr: 9.7553e-03 eta: 2 days, 18:09:42 time: 0.4092 data_time: 0.0161 memory: 17007 grad_norm: 4.7271 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9668 loss: 2.9668 2022/07/27 01:14:52 - mmengine - INFO - Epoch(train) [19][3680/3757] lr: 9.7553e-03 eta: 2 days, 18:09:34 time: 0.3935 data_time: 0.0176 memory: 17007 grad_norm: 4.7182 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9768 loss: 2.9768 2022/07/27 01:14:59 - mmengine - INFO - Epoch(train) [19][3700/3757] lr: 9.7553e-03 eta: 2 days, 18:09:26 time: 0.3900 data_time: 0.0149 memory: 17007 grad_norm: 4.7205 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8348 loss: 2.8348 2022/07/27 01:15:08 - mmengine - INFO - Epoch(train) [19][3720/3757] lr: 9.7553e-03 eta: 2 days, 18:09:20 time: 0.4081 data_time: 0.0197 memory: 17007 grad_norm: 4.8511 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0744 loss: 3.0744 2022/07/27 01:15:15 - mmengine - INFO - Epoch(train) [19][3740/3757] lr: 9.7553e-03 eta: 2 days, 18:09:12 time: 0.3922 data_time: 0.0152 memory: 17007 grad_norm: 4.6522 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0383 loss: 3.0383 2022/07/27 01:15:23 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/27 01:15:23 - mmengine - INFO - Epoch(train) [19][3757/3757] lr: 9.7553e-03 eta: 2 days, 18:09:12 time: 0.4208 data_time: 0.0176 memory: 17007 grad_norm: 4.6110 top1_acc: 0.0000 top5_acc: 0.4286 loss_cls: 3.1050 loss: 3.1050 2022/07/27 01:15:23 - mmengine - INFO - Saving checkpoint at 19 epochs 2022/07/27 01:15:34 - mmengine - INFO - Epoch(train) [20][20/3757] lr: 9.7276e-03 eta: 2 days, 18:08:10 time: 0.4507 data_time: 0.0744 memory: 17007 grad_norm: 4.6910 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.1595 loss: 3.1595 2022/07/27 01:15:42 - mmengine - INFO - Epoch(train) [20][40/3757] lr: 9.7276e-03 eta: 2 days, 18:08:03 time: 0.3976 data_time: 0.0162 memory: 17007 grad_norm: 4.8265 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.9583 loss: 2.9583 2022/07/27 01:15:49 - mmengine - INFO - Epoch(train) [20][60/3757] lr: 9.7276e-03 eta: 2 days, 18:07:55 time: 0.3901 data_time: 0.0148 memory: 17007 grad_norm: 4.7321 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3301 loss: 3.3301 2022/07/27 01:15:57 - mmengine - INFO - Epoch(train) [20][80/3757] lr: 9.7276e-03 eta: 2 days, 18:07:47 time: 0.3933 data_time: 0.0166 memory: 17007 grad_norm: 4.7216 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.9393 loss: 2.9393 2022/07/27 01:16:05 - mmengine - INFO - Epoch(train) [20][100/3757] lr: 9.7276e-03 eta: 2 days, 18:07:39 time: 0.3914 data_time: 0.0142 memory: 17007 grad_norm: 4.8733 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2515 loss: 3.2515 2022/07/27 01:16:13 - mmengine - INFO - Epoch(train) [20][120/3757] lr: 9.7276e-03 eta: 2 days, 18:07:31 time: 0.3936 data_time: 0.0168 memory: 17007 grad_norm: 4.8050 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8632 loss: 2.8632 2022/07/27 01:16:21 - mmengine - INFO - Epoch(train) [20][140/3757] lr: 9.7276e-03 eta: 2 days, 18:07:23 time: 0.3976 data_time: 0.0162 memory: 17007 grad_norm: 4.7196 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0482 loss: 3.0482 2022/07/27 01:16:29 - mmengine - INFO - Epoch(train) [20][160/3757] lr: 9.7276e-03 eta: 2 days, 18:07:15 time: 0.3913 data_time: 0.0160 memory: 17007 grad_norm: 4.8207 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0268 loss: 3.0268 2022/07/27 01:16:37 - mmengine - INFO - Epoch(train) [20][180/3757] lr: 9.7276e-03 eta: 2 days, 18:07:07 time: 0.3921 data_time: 0.0156 memory: 17007 grad_norm: 4.7034 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1777 loss: 3.1777 2022/07/27 01:16:45 - mmengine - INFO - Epoch(train) [20][200/3757] lr: 9.7276e-03 eta: 2 days, 18:07:00 time: 0.4005 data_time: 0.0157 memory: 17007 grad_norm: 4.8642 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2616 loss: 3.2616 2022/07/27 01:16:53 - mmengine - INFO - Epoch(train) [20][220/3757] lr: 9.7276e-03 eta: 2 days, 18:06:52 time: 0.3915 data_time: 0.0154 memory: 17007 grad_norm: 4.7430 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0199 loss: 3.0199 2022/07/27 01:17:00 - mmengine - INFO - Epoch(train) [20][240/3757] lr: 9.7276e-03 eta: 2 days, 18:06:45 time: 0.3955 data_time: 0.0169 memory: 17007 grad_norm: 4.7436 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9911 loss: 2.9911 2022/07/27 01:17:08 - mmengine - INFO - Epoch(train) [20][260/3757] lr: 9.7276e-03 eta: 2 days, 18:06:36 time: 0.3909 data_time: 0.0156 memory: 17007 grad_norm: 4.8549 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2603 loss: 3.2603 2022/07/27 01:17:16 - mmengine - INFO - Epoch(train) [20][280/3757] lr: 9.7276e-03 eta: 2 days, 18:06:28 time: 0.3915 data_time: 0.0154 memory: 17007 grad_norm: 4.7020 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2213 loss: 3.2213 2022/07/27 01:17:24 - mmengine - INFO - Epoch(train) [20][300/3757] lr: 9.7276e-03 eta: 2 days, 18:06:21 time: 0.3970 data_time: 0.0160 memory: 17007 grad_norm: 4.7497 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 2.9103 loss: 2.9103 2022/07/27 01:17:32 - mmengine - INFO - Epoch(train) [20][320/3757] lr: 9.7276e-03 eta: 2 days, 18:06:13 time: 0.3953 data_time: 0.0162 memory: 17007 grad_norm: 4.6769 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2916 loss: 3.2916 2022/07/27 01:17:40 - mmengine - INFO - Epoch(train) [20][340/3757] lr: 9.7276e-03 eta: 2 days, 18:06:05 time: 0.3915 data_time: 0.0146 memory: 17007 grad_norm: 4.7584 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2156 loss: 3.2156 2022/07/27 01:17:48 - mmengine - INFO - Epoch(train) [20][360/3757] lr: 9.7276e-03 eta: 2 days, 18:05:58 time: 0.3979 data_time: 0.0186 memory: 17007 grad_norm: 4.9052 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9284 loss: 2.9284 2022/07/27 01:17:56 - mmengine - INFO - Epoch(train) [20][380/3757] lr: 9.7276e-03 eta: 2 days, 18:05:51 time: 0.4020 data_time: 0.0156 memory: 17007 grad_norm: 4.9061 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8142 loss: 2.8142 2022/07/27 01:18:04 - mmengine - INFO - Epoch(train) [20][400/3757] lr: 9.7276e-03 eta: 2 days, 18:05:45 time: 0.4016 data_time: 0.0165 memory: 17007 grad_norm: 4.7166 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3514 loss: 3.3514 2022/07/27 01:18:12 - mmengine - INFO - Epoch(train) [20][420/3757] lr: 9.7276e-03 eta: 2 days, 18:05:37 time: 0.3922 data_time: 0.0158 memory: 17007 grad_norm: 4.8046 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1666 loss: 3.1666 2022/07/27 01:18:19 - mmengine - INFO - Epoch(train) [20][440/3757] lr: 9.7276e-03 eta: 2 days, 18:05:28 time: 0.3917 data_time: 0.0153 memory: 17007 grad_norm: 4.8232 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0109 loss: 3.0109 2022/07/27 01:18:27 - mmengine - INFO - Epoch(train) [20][460/3757] lr: 9.7276e-03 eta: 2 days, 18:05:22 time: 0.3998 data_time: 0.0157 memory: 17007 grad_norm: 4.9290 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0703 loss: 3.0703 2022/07/27 01:18:35 - mmengine - INFO - Epoch(train) [20][480/3757] lr: 9.7276e-03 eta: 2 days, 18:05:14 time: 0.3937 data_time: 0.0176 memory: 17007 grad_norm: 4.8391 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8333 loss: 2.8333 2022/07/27 01:18:44 - mmengine - INFO - Epoch(train) [20][500/3757] lr: 9.7276e-03 eta: 2 days, 18:05:08 time: 0.4073 data_time: 0.0151 memory: 17007 grad_norm: 4.7355 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0252 loss: 3.0252 2022/07/27 01:18:51 - mmengine - INFO - Epoch(train) [20][520/3757] lr: 9.7276e-03 eta: 2 days, 18:05:00 time: 0.3936 data_time: 0.0167 memory: 17007 grad_norm: 4.9416 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1129 loss: 3.1129 2022/07/27 01:18:59 - mmengine - INFO - Epoch(train) [20][540/3757] lr: 9.7276e-03 eta: 2 days, 18:04:52 time: 0.3903 data_time: 0.0148 memory: 17007 grad_norm: 4.8790 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1379 loss: 3.1379 2022/07/27 01:19:07 - mmengine - INFO - Epoch(train) [20][560/3757] lr: 9.7276e-03 eta: 2 days, 18:04:45 time: 0.3999 data_time: 0.0162 memory: 17007 grad_norm: 4.8266 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9891 loss: 2.9891 2022/07/27 01:19:15 - mmengine - INFO - Epoch(train) [20][580/3757] lr: 9.7276e-03 eta: 2 days, 18:04:37 time: 0.3915 data_time: 0.0161 memory: 17007 grad_norm: 4.7961 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2574 loss: 3.2574 2022/07/27 01:19:23 - mmengine - INFO - Epoch(train) [20][600/3757] lr: 9.7276e-03 eta: 2 days, 18:04:30 time: 0.3992 data_time: 0.0161 memory: 17007 grad_norm: 4.7263 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9745 loss: 2.9745 2022/07/27 01:19:30 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/27 01:19:31 - mmengine - INFO - Epoch(train) [20][620/3757] lr: 9.7276e-03 eta: 2 days, 18:04:23 time: 0.3977 data_time: 0.0155 memory: 17007 grad_norm: 4.7885 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2999 loss: 3.2999 2022/07/27 01:19:39 - mmengine - INFO - Epoch(train) [20][640/3757] lr: 9.7276e-03 eta: 2 days, 18:04:14 time: 0.3917 data_time: 0.0163 memory: 17007 grad_norm: 4.9055 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0866 loss: 3.0866 2022/07/27 01:19:47 - mmengine - INFO - Epoch(train) [20][660/3757] lr: 9.7276e-03 eta: 2 days, 18:04:07 time: 0.3972 data_time: 0.0146 memory: 17007 grad_norm: 4.7921 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1510 loss: 3.1510 2022/07/27 01:19:55 - mmengine - INFO - Epoch(train) [20][680/3757] lr: 9.7276e-03 eta: 2 days, 18:03:59 time: 0.3926 data_time: 0.0160 memory: 17007 grad_norm: 4.6165 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9257 loss: 2.9257 2022/07/27 01:20:03 - mmengine - INFO - Epoch(train) [20][700/3757] lr: 9.7276e-03 eta: 2 days, 18:03:52 time: 0.4002 data_time: 0.0156 memory: 17007 grad_norm: 4.8241 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6665 loss: 2.6665 2022/07/27 01:20:10 - mmengine - INFO - Epoch(train) [20][720/3757] lr: 9.7276e-03 eta: 2 days, 18:03:44 time: 0.3922 data_time: 0.0168 memory: 17007 grad_norm: 4.8362 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8299 loss: 2.8299 2022/07/27 01:20:18 - mmengine - INFO - Epoch(train) [20][740/3757] lr: 9.7276e-03 eta: 2 days, 18:03:36 time: 0.3904 data_time: 0.0155 memory: 17007 grad_norm: 4.8677 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0540 loss: 3.0540 2022/07/27 01:20:26 - mmengine - INFO - Epoch(train) [20][760/3757] lr: 9.7276e-03 eta: 2 days, 18:03:29 time: 0.4029 data_time: 0.0163 memory: 17007 grad_norm: 4.8936 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1759 loss: 3.1759 2022/07/27 01:20:34 - mmengine - INFO - Epoch(train) [20][780/3757] lr: 9.7276e-03 eta: 2 days, 18:03:21 time: 0.3908 data_time: 0.0156 memory: 17007 grad_norm: 4.8581 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2415 loss: 3.2415 2022/07/27 01:20:42 - mmengine - INFO - Epoch(train) [20][800/3757] lr: 9.7276e-03 eta: 2 days, 18:03:16 time: 0.4103 data_time: 0.0163 memory: 17007 grad_norm: 4.8035 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0182 loss: 3.0182 2022/07/27 01:20:50 - mmengine - INFO - Epoch(train) [20][820/3757] lr: 9.7276e-03 eta: 2 days, 18:03:08 time: 0.3914 data_time: 0.0153 memory: 17007 grad_norm: 4.7109 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9086 loss: 2.9086 2022/07/27 01:20:58 - mmengine - INFO - Epoch(train) [20][840/3757] lr: 9.7276e-03 eta: 2 days, 18:03:00 time: 0.3927 data_time: 0.0165 memory: 17007 grad_norm: 4.8857 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1930 loss: 3.1930 2022/07/27 01:21:06 - mmengine - INFO - Epoch(train) [20][860/3757] lr: 9.7276e-03 eta: 2 days, 18:02:52 time: 0.3942 data_time: 0.0149 memory: 17007 grad_norm: 4.8847 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4003 loss: 3.4003 2022/07/27 01:21:14 - mmengine - INFO - Epoch(train) [20][880/3757] lr: 9.7276e-03 eta: 2 days, 18:02:44 time: 0.3947 data_time: 0.0169 memory: 17007 grad_norm: 4.8486 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9779 loss: 2.9779 2022/07/27 01:21:22 - mmengine - INFO - Epoch(train) [20][900/3757] lr: 9.7276e-03 eta: 2 days, 18:02:38 time: 0.4021 data_time: 0.0145 memory: 17007 grad_norm: 4.9273 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0975 loss: 3.0975 2022/07/27 01:21:30 - mmengine - INFO - Epoch(train) [20][920/3757] lr: 9.7276e-03 eta: 2 days, 18:02:30 time: 0.3921 data_time: 0.0159 memory: 17007 grad_norm: 4.8657 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0026 loss: 3.0026 2022/07/27 01:21:38 - mmengine - INFO - Epoch(train) [20][940/3757] lr: 9.7276e-03 eta: 2 days, 18:02:22 time: 0.3923 data_time: 0.0157 memory: 17007 grad_norm: 4.8204 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8494 loss: 2.8494 2022/07/27 01:21:46 - mmengine - INFO - Epoch(train) [20][960/3757] lr: 9.7276e-03 eta: 2 days, 18:02:14 time: 0.3972 data_time: 0.0149 memory: 17007 grad_norm: 4.7975 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9243 loss: 2.9243 2022/07/27 01:21:53 - mmengine - INFO - Epoch(train) [20][980/3757] lr: 9.7276e-03 eta: 2 days, 18:02:06 time: 0.3935 data_time: 0.0162 memory: 17007 grad_norm: 4.8216 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0375 loss: 3.0375 2022/07/27 01:22:01 - mmengine - INFO - Epoch(train) [20][1000/3757] lr: 9.7276e-03 eta: 2 days, 18:02:00 time: 0.4043 data_time: 0.0156 memory: 17007 grad_norm: 4.9645 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.0238 loss: 3.0238 2022/07/27 01:22:09 - mmengine - INFO - Epoch(train) [20][1020/3757] lr: 9.7276e-03 eta: 2 days, 18:01:52 time: 0.3907 data_time: 0.0156 memory: 17007 grad_norm: 4.7795 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7776 loss: 2.7776 2022/07/27 01:22:17 - mmengine - INFO - Epoch(train) [20][1040/3757] lr: 9.7276e-03 eta: 2 days, 18:01:44 time: 0.3932 data_time: 0.0162 memory: 17007 grad_norm: 4.7916 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9828 loss: 2.9828 2022/07/27 01:22:25 - mmengine - INFO - Epoch(train) [20][1060/3757] lr: 9.7276e-03 eta: 2 days, 18:01:38 time: 0.4057 data_time: 0.0164 memory: 17007 grad_norm: 4.7114 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0523 loss: 3.0523 2022/07/27 01:22:33 - mmengine - INFO - Epoch(train) [20][1080/3757] lr: 9.7276e-03 eta: 2 days, 18:01:30 time: 0.3919 data_time: 0.0164 memory: 17007 grad_norm: 4.8546 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3289 loss: 3.3289 2022/07/27 01:22:41 - mmengine - INFO - Epoch(train) [20][1100/3757] lr: 9.7276e-03 eta: 2 days, 18:01:22 time: 0.3911 data_time: 0.0153 memory: 17007 grad_norm: 4.8435 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.1487 loss: 3.1487 2022/07/27 01:22:49 - mmengine - INFO - Epoch(train) [20][1120/3757] lr: 9.7276e-03 eta: 2 days, 18:01:13 time: 0.3914 data_time: 0.0164 memory: 17007 grad_norm: 4.9536 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0284 loss: 3.0284 2022/07/27 01:22:57 - mmengine - INFO - Epoch(train) [20][1140/3757] lr: 9.7276e-03 eta: 2 days, 18:01:05 time: 0.3930 data_time: 0.0150 memory: 17007 grad_norm: 4.6714 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0943 loss: 3.0943 2022/07/27 01:23:05 - mmengine - INFO - Epoch(train) [20][1160/3757] lr: 9.7276e-03 eta: 2 days, 18:00:58 time: 0.3965 data_time: 0.0169 memory: 17007 grad_norm: 4.8481 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0971 loss: 3.0971 2022/07/27 01:23:12 - mmengine - INFO - Epoch(train) [20][1180/3757] lr: 9.7276e-03 eta: 2 days, 18:00:50 time: 0.3925 data_time: 0.0166 memory: 17007 grad_norm: 4.8740 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.9060 loss: 2.9060 2022/07/27 01:23:20 - mmengine - INFO - Epoch(train) [20][1200/3757] lr: 9.7276e-03 eta: 2 days, 18:00:42 time: 0.3921 data_time: 0.0154 memory: 17007 grad_norm: 4.8146 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9079 loss: 2.9079 2022/07/27 01:23:28 - mmengine - INFO - Epoch(train) [20][1220/3757] lr: 9.7276e-03 eta: 2 days, 18:00:34 time: 0.3926 data_time: 0.0138 memory: 17007 grad_norm: 4.8238 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4508 loss: 3.4508 2022/07/27 01:23:36 - mmengine - INFO - Epoch(train) [20][1240/3757] lr: 9.7276e-03 eta: 2 days, 18:00:26 time: 0.3927 data_time: 0.0167 memory: 17007 grad_norm: 4.7826 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9743 loss: 2.9743 2022/07/27 01:23:44 - mmengine - INFO - Epoch(train) [20][1260/3757] lr: 9.7276e-03 eta: 2 days, 18:00:18 time: 0.3944 data_time: 0.0152 memory: 17007 grad_norm: 4.6508 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7764 loss: 2.7764 2022/07/27 01:23:52 - mmengine - INFO - Epoch(train) [20][1280/3757] lr: 9.7276e-03 eta: 2 days, 18:00:10 time: 0.3929 data_time: 0.0167 memory: 17007 grad_norm: 4.9251 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8843 loss: 2.8843 2022/07/27 01:24:00 - mmengine - INFO - Epoch(train) [20][1300/3757] lr: 9.7276e-03 eta: 2 days, 18:00:02 time: 0.3911 data_time: 0.0151 memory: 17007 grad_norm: 4.7293 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7057 loss: 2.7057 2022/07/27 01:24:08 - mmengine - INFO - Epoch(train) [20][1320/3757] lr: 9.7276e-03 eta: 2 days, 17:59:55 time: 0.4024 data_time: 0.0156 memory: 17007 grad_norm: 4.8534 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7948 loss: 2.7948 2022/07/27 01:24:15 - mmengine - INFO - Epoch(train) [20][1340/3757] lr: 9.7276e-03 eta: 2 days, 17:59:47 time: 0.3916 data_time: 0.0165 memory: 17007 grad_norm: 4.9278 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1179 loss: 3.1179 2022/07/27 01:24:23 - mmengine - INFO - Epoch(train) [20][1360/3757] lr: 9.7276e-03 eta: 2 days, 17:59:39 time: 0.3925 data_time: 0.0155 memory: 17007 grad_norm: 4.8290 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9724 loss: 2.9724 2022/07/27 01:24:31 - mmengine - INFO - Epoch(train) [20][1380/3757] lr: 9.7276e-03 eta: 2 days, 17:59:31 time: 0.3920 data_time: 0.0165 memory: 17007 grad_norm: 4.8938 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1449 loss: 3.1449 2022/07/27 01:24:39 - mmengine - INFO - Epoch(train) [20][1400/3757] lr: 9.7276e-03 eta: 2 days, 17:59:22 time: 0.3903 data_time: 0.0152 memory: 17007 grad_norm: 4.9118 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 3.1775 loss: 3.1775 2022/07/27 01:24:47 - mmengine - INFO - Epoch(train) [20][1420/3757] lr: 9.7276e-03 eta: 2 days, 17:59:16 time: 0.3997 data_time: 0.0178 memory: 17007 grad_norm: 4.8046 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0172 loss: 3.0172 2022/07/27 01:24:55 - mmengine - INFO - Epoch(train) [20][1440/3757] lr: 9.7276e-03 eta: 2 days, 17:59:08 time: 0.3929 data_time: 0.0173 memory: 17007 grad_norm: 4.8778 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1750 loss: 3.1750 2022/07/27 01:25:03 - mmengine - INFO - Epoch(train) [20][1460/3757] lr: 9.7276e-03 eta: 2 days, 17:59:06 time: 0.4323 data_time: 0.0148 memory: 17007 grad_norm: 4.8119 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0671 loss: 3.0671 2022/07/27 01:25:11 - mmengine - INFO - Epoch(train) [20][1480/3757] lr: 9.7276e-03 eta: 2 days, 17:58:58 time: 0.3932 data_time: 0.0168 memory: 17007 grad_norm: 4.8393 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8913 loss: 2.8913 2022/07/27 01:25:19 - mmengine - INFO - Epoch(train) [20][1500/3757] lr: 9.7276e-03 eta: 2 days, 17:58:50 time: 0.3906 data_time: 0.0160 memory: 17007 grad_norm: 4.6593 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0470 loss: 3.0470 2022/07/27 01:25:28 - mmengine - INFO - Epoch(train) [20][1520/3757] lr: 9.7276e-03 eta: 2 days, 17:58:48 time: 0.4310 data_time: 0.0166 memory: 17007 grad_norm: 4.6467 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.7649 loss: 2.7649 2022/07/27 01:25:36 - mmengine - INFO - Epoch(train) [20][1540/3757] lr: 9.7276e-03 eta: 2 days, 17:58:40 time: 0.3943 data_time: 0.0174 memory: 17007 grad_norm: 4.7930 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9648 loss: 2.9648 2022/07/27 01:25:44 - mmengine - INFO - Epoch(train) [20][1560/3757] lr: 9.7276e-03 eta: 2 days, 17:58:34 time: 0.4018 data_time: 0.0189 memory: 17007 grad_norm: 4.8196 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1811 loss: 3.1811 2022/07/27 01:25:51 - mmengine - INFO - Epoch(train) [20][1580/3757] lr: 9.7276e-03 eta: 2 days, 17:58:26 time: 0.3912 data_time: 0.0160 memory: 17007 grad_norm: 4.8039 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1308 loss: 3.1308 2022/07/27 01:25:59 - mmengine - INFO - Epoch(train) [20][1600/3757] lr: 9.7276e-03 eta: 2 days, 17:58:17 time: 0.3918 data_time: 0.0162 memory: 17007 grad_norm: 4.8481 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9816 loss: 2.9816 2022/07/27 01:26:06 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/27 01:26:07 - mmengine - INFO - Epoch(train) [20][1620/3757] lr: 9.7276e-03 eta: 2 days, 17:58:11 time: 0.4051 data_time: 0.0163 memory: 17007 grad_norm: 4.9360 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1298 loss: 3.1298 2022/07/27 01:26:15 - mmengine - INFO - Epoch(train) [20][1640/3757] lr: 9.7276e-03 eta: 2 days, 17:58:03 time: 0.3932 data_time: 0.0171 memory: 17007 grad_norm: 4.8630 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2509 loss: 3.2509 2022/07/27 01:26:23 - mmengine - INFO - Epoch(train) [20][1660/3757] lr: 9.7276e-03 eta: 2 days, 17:57:57 time: 0.4018 data_time: 0.0186 memory: 17007 grad_norm: 4.8860 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3255 loss: 3.3255 2022/07/27 01:26:31 - mmengine - INFO - Epoch(train) [20][1680/3757] lr: 9.7276e-03 eta: 2 days, 17:57:49 time: 0.3934 data_time: 0.0165 memory: 17007 grad_norm: 4.7362 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1874 loss: 3.1874 2022/07/27 01:26:39 - mmengine - INFO - Epoch(train) [20][1700/3757] lr: 9.7276e-03 eta: 2 days, 17:57:40 time: 0.3891 data_time: 0.0150 memory: 17007 grad_norm: 4.8045 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1474 loss: 3.1474 2022/07/27 01:26:47 - mmengine - INFO - Epoch(train) [20][1720/3757] lr: 9.7276e-03 eta: 2 days, 17:57:33 time: 0.3973 data_time: 0.0158 memory: 17007 grad_norm: 4.8657 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1559 loss: 3.1559 2022/07/27 01:26:55 - mmengine - INFO - Epoch(train) [20][1740/3757] lr: 9.7276e-03 eta: 2 days, 17:57:25 time: 0.3925 data_time: 0.0166 memory: 17007 grad_norm: 4.8562 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.1380 loss: 3.1380 2022/07/27 01:27:03 - mmengine - INFO - Epoch(train) [20][1760/3757] lr: 9.7276e-03 eta: 2 days, 17:57:20 time: 0.4099 data_time: 0.0164 memory: 17007 grad_norm: 4.7370 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2940 loss: 3.2940 2022/07/27 01:27:11 - mmengine - INFO - Epoch(train) [20][1780/3757] lr: 9.7276e-03 eta: 2 days, 17:57:12 time: 0.3915 data_time: 0.0156 memory: 17007 grad_norm: 4.9724 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0194 loss: 3.0194 2022/07/27 01:27:19 - mmengine - INFO - Epoch(train) [20][1800/3757] lr: 9.7276e-03 eta: 2 days, 17:57:03 time: 0.3908 data_time: 0.0151 memory: 17007 grad_norm: 4.7085 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 3.0129 loss: 3.0129 2022/07/27 01:27:27 - mmengine - INFO - Epoch(train) [20][1820/3757] lr: 9.7276e-03 eta: 2 days, 17:56:58 time: 0.4103 data_time: 0.0162 memory: 17007 grad_norm: 4.8284 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0318 loss: 3.0318 2022/07/27 01:27:35 - mmengine - INFO - Epoch(train) [20][1840/3757] lr: 9.7276e-03 eta: 2 days, 17:56:50 time: 0.3932 data_time: 0.0164 memory: 17007 grad_norm: 4.7322 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1527 loss: 3.1527 2022/07/27 01:27:43 - mmengine - INFO - Epoch(train) [20][1860/3757] lr: 9.7276e-03 eta: 2 days, 17:56:42 time: 0.3934 data_time: 0.0158 memory: 17007 grad_norm: 5.6458 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9864 loss: 2.9864 2022/07/27 01:27:50 - mmengine - INFO - Epoch(train) [20][1880/3757] lr: 9.7276e-03 eta: 2 days, 17:56:34 time: 0.3923 data_time: 0.0160 memory: 17007 grad_norm: 4.9941 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1768 loss: 3.1768 2022/07/27 01:27:58 - mmengine - INFO - Epoch(train) [20][1900/3757] lr: 9.7276e-03 eta: 2 days, 17:56:26 time: 0.3907 data_time: 0.0158 memory: 17007 grad_norm: 5.0378 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0360 loss: 3.0360 2022/07/27 01:28:06 - mmengine - INFO - Epoch(train) [20][1920/3757] lr: 9.7276e-03 eta: 2 days, 17:56:18 time: 0.3933 data_time: 0.0153 memory: 17007 grad_norm: 4.8043 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.0783 loss: 3.0783 2022/07/27 01:28:14 - mmengine - INFO - Epoch(train) [20][1940/3757] lr: 9.7276e-03 eta: 2 days, 17:56:09 time: 0.3911 data_time: 0.0146 memory: 17007 grad_norm: 4.9295 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1251 loss: 3.1251 2022/07/27 01:28:22 - mmengine - INFO - Epoch(train) [20][1960/3757] lr: 9.7276e-03 eta: 2 days, 17:56:02 time: 0.3935 data_time: 0.0161 memory: 17007 grad_norm: 4.6568 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7626 loss: 2.7626 2022/07/27 01:28:30 - mmengine - INFO - Epoch(train) [20][1980/3757] lr: 9.7276e-03 eta: 2 days, 17:55:53 time: 0.3914 data_time: 0.0156 memory: 17007 grad_norm: 4.7809 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.1132 loss: 3.1132 2022/07/27 01:28:38 - mmengine - INFO - Epoch(train) [20][2000/3757] lr: 9.7276e-03 eta: 2 days, 17:55:46 time: 0.3957 data_time: 0.0150 memory: 17007 grad_norm: 4.9309 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9639 loss: 2.9639 2022/07/27 01:28:45 - mmengine - INFO - Epoch(train) [20][2020/3757] lr: 9.7276e-03 eta: 2 days, 17:55:38 time: 0.3924 data_time: 0.0145 memory: 17007 grad_norm: 4.8617 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8307 loss: 2.8307 2022/07/27 01:28:53 - mmengine - INFO - Epoch(train) [20][2040/3757] lr: 9.7276e-03 eta: 2 days, 17:55:31 time: 0.4019 data_time: 0.0169 memory: 17007 grad_norm: 4.8716 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9644 loss: 2.9644 2022/07/27 01:29:02 - mmengine - INFO - Epoch(train) [20][2060/3757] lr: 9.7276e-03 eta: 2 days, 17:55:25 time: 0.4049 data_time: 0.0164 memory: 17007 grad_norm: 4.9960 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1053 loss: 3.1053 2022/07/27 01:29:09 - mmengine - INFO - Epoch(train) [20][2080/3757] lr: 9.7276e-03 eta: 2 days, 17:55:17 time: 0.3925 data_time: 0.0171 memory: 17007 grad_norm: 4.9211 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8347 loss: 2.8347 2022/07/27 01:29:17 - mmengine - INFO - Epoch(train) [20][2100/3757] lr: 9.7276e-03 eta: 2 days, 17:55:09 time: 0.3915 data_time: 0.0164 memory: 17007 grad_norm: 4.7473 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.0883 loss: 3.0883 2022/07/27 01:29:26 - mmengine - INFO - Epoch(train) [20][2120/3757] lr: 9.7276e-03 eta: 2 days, 17:55:04 time: 0.4128 data_time: 0.0167 memory: 17007 grad_norm: 4.6540 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7222 loss: 2.7222 2022/07/27 01:29:33 - mmengine - INFO - Epoch(train) [20][2140/3757] lr: 9.7276e-03 eta: 2 days, 17:54:56 time: 0.3925 data_time: 0.0161 memory: 17007 grad_norm: 4.6922 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7680 loss: 2.7680 2022/07/27 01:29:41 - mmengine - INFO - Epoch(train) [20][2160/3757] lr: 9.7276e-03 eta: 2 days, 17:54:48 time: 0.3931 data_time: 0.0158 memory: 17007 grad_norm: 4.9200 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2384 loss: 3.2384 2022/07/27 01:29:49 - mmengine - INFO - Epoch(train) [20][2180/3757] lr: 9.7276e-03 eta: 2 days, 17:54:40 time: 0.3899 data_time: 0.0140 memory: 17007 grad_norm: 4.8635 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0856 loss: 3.0856 2022/07/27 01:29:57 - mmengine - INFO - Epoch(train) [20][2200/3757] lr: 9.7276e-03 eta: 2 days, 17:54:31 time: 0.3921 data_time: 0.0157 memory: 17007 grad_norm: 4.6792 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.1564 loss: 3.1564 2022/07/27 01:30:05 - mmengine - INFO - Epoch(train) [20][2220/3757] lr: 9.7276e-03 eta: 2 days, 17:54:23 time: 0.3928 data_time: 0.0153 memory: 17007 grad_norm: 4.8487 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8164 loss: 2.8164 2022/07/27 01:30:13 - mmengine - INFO - Epoch(train) [20][2240/3757] lr: 9.7276e-03 eta: 2 days, 17:54:15 time: 0.3912 data_time: 0.0162 memory: 17007 grad_norm: 4.8577 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2112 loss: 3.2112 2022/07/27 01:30:20 - mmengine - INFO - Epoch(train) [20][2260/3757] lr: 9.7276e-03 eta: 2 days, 17:54:07 time: 0.3920 data_time: 0.0155 memory: 17007 grad_norm: 4.9332 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.2631 loss: 3.2631 2022/07/27 01:30:28 - mmengine - INFO - Epoch(train) [20][2280/3757] lr: 9.7276e-03 eta: 2 days, 17:53:59 time: 0.3942 data_time: 0.0166 memory: 17007 grad_norm: 4.7495 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.8531 loss: 2.8531 2022/07/27 01:30:36 - mmengine - INFO - Epoch(train) [20][2300/3757] lr: 9.7276e-03 eta: 2 days, 17:53:51 time: 0.3902 data_time: 0.0149 memory: 17007 grad_norm: 4.6926 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1107 loss: 3.1107 2022/07/27 01:30:44 - mmengine - INFO - Epoch(train) [20][2320/3757] lr: 9.7276e-03 eta: 2 days, 17:53:44 time: 0.3985 data_time: 0.0167 memory: 17007 grad_norm: 4.7914 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1902 loss: 3.1902 2022/07/27 01:30:52 - mmengine - INFO - Epoch(train) [20][2340/3757] lr: 9.7276e-03 eta: 2 days, 17:53:35 time: 0.3911 data_time: 0.0156 memory: 17007 grad_norm: 4.8325 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.2497 loss: 3.2497 2022/07/27 01:31:00 - mmengine - INFO - Epoch(train) [20][2360/3757] lr: 9.7276e-03 eta: 2 days, 17:53:27 time: 0.3909 data_time: 0.0152 memory: 17007 grad_norm: 4.9377 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1535 loss: 3.1535 2022/07/27 01:31:08 - mmengine - INFO - Epoch(train) [20][2380/3757] lr: 9.7276e-03 eta: 2 days, 17:53:19 time: 0.3924 data_time: 0.0151 memory: 17007 grad_norm: 4.7273 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0200 loss: 3.0200 2022/07/27 01:31:15 - mmengine - INFO - Epoch(train) [20][2400/3757] lr: 9.7276e-03 eta: 2 days, 17:53:11 time: 0.3927 data_time: 0.0175 memory: 17007 grad_norm: 4.8408 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0497 loss: 3.0497 2022/07/27 01:31:23 - mmengine - INFO - Epoch(train) [20][2420/3757] lr: 9.7276e-03 eta: 2 days, 17:53:04 time: 0.3982 data_time: 0.0153 memory: 17007 grad_norm: 4.6878 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6563 loss: 2.6563 2022/07/27 01:31:31 - mmengine - INFO - Epoch(train) [20][2440/3757] lr: 9.7276e-03 eta: 2 days, 17:52:56 time: 0.3928 data_time: 0.0161 memory: 17007 grad_norm: 4.6899 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7915 loss: 2.7915 2022/07/27 01:31:39 - mmengine - INFO - Epoch(train) [20][2460/3757] lr: 9.7276e-03 eta: 2 days, 17:52:47 time: 0.3906 data_time: 0.0141 memory: 17007 grad_norm: 4.8714 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.1782 loss: 3.1782 2022/07/27 01:31:47 - mmengine - INFO - Epoch(train) [20][2480/3757] lr: 9.7276e-03 eta: 2 days, 17:52:40 time: 0.3992 data_time: 0.0165 memory: 17007 grad_norm: 4.7632 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9275 loss: 2.9275 2022/07/27 01:31:55 - mmengine - INFO - Epoch(train) [20][2500/3757] lr: 9.7276e-03 eta: 2 days, 17:52:35 time: 0.4071 data_time: 0.0159 memory: 17007 grad_norm: 4.8921 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9333 loss: 2.9333 2022/07/27 01:32:03 - mmengine - INFO - Epoch(train) [20][2520/3757] lr: 9.7276e-03 eta: 2 days, 17:52:28 time: 0.3998 data_time: 0.0179 memory: 17007 grad_norm: 4.6889 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7355 loss: 2.7355 2022/07/27 01:32:11 - mmengine - INFO - Epoch(train) [20][2540/3757] lr: 9.7276e-03 eta: 2 days, 17:52:20 time: 0.3913 data_time: 0.0158 memory: 17007 grad_norm: 4.8175 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0547 loss: 3.0547 2022/07/27 01:32:19 - mmengine - INFO - Epoch(train) [20][2560/3757] lr: 9.7276e-03 eta: 2 days, 17:52:11 time: 0.3926 data_time: 0.0171 memory: 17007 grad_norm: 4.7400 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1200 loss: 3.1200 2022/07/27 01:32:27 - mmengine - INFO - Epoch(train) [20][2580/3757] lr: 9.7276e-03 eta: 2 days, 17:52:04 time: 0.3985 data_time: 0.0161 memory: 17007 grad_norm: 4.7334 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8538 loss: 2.8538 2022/07/27 01:32:35 - mmengine - INFO - Epoch(train) [20][2600/3757] lr: 9.7276e-03 eta: 2 days, 17:51:56 time: 0.3925 data_time: 0.0165 memory: 17007 grad_norm: 4.8648 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1218 loss: 3.1218 2022/07/27 01:32:41 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/27 01:32:43 - mmengine - INFO - Epoch(train) [20][2620/3757] lr: 9.7276e-03 eta: 2 days, 17:51:49 time: 0.3944 data_time: 0.0157 memory: 17007 grad_norm: 4.8473 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1378 loss: 3.1378 2022/07/27 01:32:50 - mmengine - INFO - Epoch(train) [20][2640/3757] lr: 9.7276e-03 eta: 2 days, 17:51:40 time: 0.3919 data_time: 0.0164 memory: 17007 grad_norm: 4.9471 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9153 loss: 2.9153 2022/07/27 01:32:58 - mmengine - INFO - Epoch(train) [20][2660/3757] lr: 9.7276e-03 eta: 2 days, 17:51:32 time: 0.3906 data_time: 0.0142 memory: 17007 grad_norm: 4.9613 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9969 loss: 2.9969 2022/07/27 01:33:06 - mmengine - INFO - Epoch(train) [20][2680/3757] lr: 9.7276e-03 eta: 2 days, 17:51:27 time: 0.4109 data_time: 0.0159 memory: 17007 grad_norm: 4.8212 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7242 loss: 2.7242 2022/07/27 01:33:14 - mmengine - INFO - Epoch(train) [20][2700/3757] lr: 9.7276e-03 eta: 2 days, 17:51:19 time: 0.3913 data_time: 0.0158 memory: 17007 grad_norm: 4.9291 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2157 loss: 3.2157 2022/07/27 01:33:22 - mmengine - INFO - Epoch(train) [20][2720/3757] lr: 9.7276e-03 eta: 2 days, 17:51:11 time: 0.3924 data_time: 0.0157 memory: 17007 grad_norm: 4.7885 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 2.8166 loss: 2.8166 2022/07/27 01:33:30 - mmengine - INFO - Epoch(train) [20][2740/3757] lr: 9.7276e-03 eta: 2 days, 17:51:02 time: 0.3920 data_time: 0.0155 memory: 17007 grad_norm: 4.8628 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2353 loss: 3.2353 2022/07/27 01:33:38 - mmengine - INFO - Epoch(train) [20][2760/3757] lr: 9.7276e-03 eta: 2 days, 17:50:54 time: 0.3924 data_time: 0.0156 memory: 17007 grad_norm: 4.8287 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9669 loss: 2.9669 2022/07/27 01:33:46 - mmengine - INFO - Epoch(train) [20][2780/3757] lr: 9.7276e-03 eta: 2 days, 17:50:47 time: 0.3938 data_time: 0.0174 memory: 17007 grad_norm: 4.8949 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3514 loss: 3.3514 2022/07/27 01:33:54 - mmengine - INFO - Epoch(train) [20][2800/3757] lr: 9.7276e-03 eta: 2 days, 17:50:39 time: 0.3938 data_time: 0.0174 memory: 17007 grad_norm: 4.9408 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9443 loss: 2.9443 2022/07/27 01:34:01 - mmengine - INFO - Epoch(train) [20][2820/3757] lr: 9.7276e-03 eta: 2 days, 17:50:30 time: 0.3904 data_time: 0.0147 memory: 17007 grad_norm: 4.7410 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9742 loss: 2.9742 2022/07/27 01:34:09 - mmengine - INFO - Epoch(train) [20][2840/3757] lr: 9.7276e-03 eta: 2 days, 17:50:22 time: 0.3929 data_time: 0.0168 memory: 17007 grad_norm: 4.7034 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9928 loss: 2.9928 2022/07/27 01:34:17 - mmengine - INFO - Epoch(train) [20][2860/3757] lr: 9.7276e-03 eta: 2 days, 17:50:14 time: 0.3904 data_time: 0.0153 memory: 17007 grad_norm: 4.8567 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8987 loss: 2.8987 2022/07/27 01:34:25 - mmengine - INFO - Epoch(train) [20][2880/3757] lr: 9.7276e-03 eta: 2 days, 17:50:06 time: 0.3939 data_time: 0.0165 memory: 17007 grad_norm: 4.9946 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3314 loss: 3.3314 2022/07/27 01:34:33 - mmengine - INFO - Epoch(train) [20][2900/3757] lr: 9.7276e-03 eta: 2 days, 17:49:59 time: 0.3994 data_time: 0.0155 memory: 17007 grad_norm: 4.7278 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8162 loss: 2.8162 2022/07/27 01:34:41 - mmengine - INFO - Epoch(train) [20][2920/3757] lr: 9.7276e-03 eta: 2 days, 17:49:51 time: 0.3911 data_time: 0.0149 memory: 17007 grad_norm: 4.8390 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9006 loss: 2.9006 2022/07/27 01:34:49 - mmengine - INFO - Epoch(train) [20][2940/3757] lr: 9.7276e-03 eta: 2 days, 17:49:44 time: 0.3978 data_time: 0.0159 memory: 17007 grad_norm: 4.8722 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1533 loss: 3.1533 2022/07/27 01:34:57 - mmengine - INFO - Epoch(train) [20][2960/3757] lr: 9.7276e-03 eta: 2 days, 17:49:36 time: 0.3958 data_time: 0.0167 memory: 17007 grad_norm: 4.7974 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1426 loss: 3.1426 2022/07/27 01:35:05 - mmengine - INFO - Epoch(train) [20][2980/3757] lr: 9.7276e-03 eta: 2 days, 17:49:28 time: 0.3948 data_time: 0.0170 memory: 17007 grad_norm: 4.9243 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1449 loss: 3.1449 2022/07/27 01:35:12 - mmengine - INFO - Epoch(train) [20][3000/3757] lr: 9.7276e-03 eta: 2 days, 17:49:20 time: 0.3913 data_time: 0.0159 memory: 17007 grad_norm: 4.7031 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1351 loss: 3.1351 2022/07/27 01:35:20 - mmengine - INFO - Epoch(train) [20][3020/3757] lr: 9.7276e-03 eta: 2 days, 17:49:12 time: 0.3904 data_time: 0.0148 memory: 17007 grad_norm: 4.6683 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9192 loss: 2.9192 2022/07/27 01:35:28 - mmengine - INFO - Epoch(train) [20][3040/3757] lr: 9.7276e-03 eta: 2 days, 17:49:04 time: 0.3942 data_time: 0.0166 memory: 17007 grad_norm: 4.8949 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0099 loss: 3.0099 2022/07/27 01:35:36 - mmengine - INFO - Epoch(train) [20][3060/3757] lr: 9.7276e-03 eta: 2 days, 17:48:56 time: 0.3916 data_time: 0.0163 memory: 17007 grad_norm: 4.8193 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9505 loss: 2.9505 2022/07/27 01:35:44 - mmengine - INFO - Epoch(train) [20][3080/3757] lr: 9.7276e-03 eta: 2 days, 17:48:48 time: 0.3946 data_time: 0.0164 memory: 17007 grad_norm: 4.9269 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1511 loss: 3.1511 2022/07/27 01:35:52 - mmengine - INFO - Epoch(train) [20][3100/3757] lr: 9.7276e-03 eta: 2 days, 17:48:40 time: 0.3905 data_time: 0.0145 memory: 17007 grad_norm: 4.8129 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1329 loss: 3.1329 2022/07/27 01:36:00 - mmengine - INFO - Epoch(train) [20][3120/3757] lr: 9.7276e-03 eta: 2 days, 17:48:33 time: 0.4031 data_time: 0.0153 memory: 17007 grad_norm: 4.8646 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4254 loss: 3.4254 2022/07/27 01:36:08 - mmengine - INFO - Epoch(train) [20][3140/3757] lr: 9.7276e-03 eta: 2 days, 17:48:25 time: 0.3934 data_time: 0.0163 memory: 17007 grad_norm: 4.7479 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0572 loss: 3.0572 2022/07/27 01:36:15 - mmengine - INFO - Epoch(train) [20][3160/3757] lr: 9.7276e-03 eta: 2 days, 17:48:17 time: 0.3927 data_time: 0.0164 memory: 17007 grad_norm: 4.8870 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1884 loss: 3.1884 2022/07/27 01:36:23 - mmengine - INFO - Epoch(train) [20][3180/3757] lr: 9.7276e-03 eta: 2 days, 17:48:09 time: 0.3930 data_time: 0.0176 memory: 17007 grad_norm: 4.7743 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0017 loss: 3.0017 2022/07/27 01:36:31 - mmengine - INFO - Epoch(train) [20][3200/3757] lr: 9.7276e-03 eta: 2 days, 17:48:01 time: 0.3927 data_time: 0.0173 memory: 17007 grad_norm: 4.6270 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1667 loss: 3.1667 2022/07/27 01:36:39 - mmengine - INFO - Epoch(train) [20][3220/3757] lr: 9.7276e-03 eta: 2 days, 17:47:55 time: 0.4021 data_time: 0.0161 memory: 17007 grad_norm: 4.6348 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1965 loss: 3.1965 2022/07/27 01:36:47 - mmengine - INFO - Epoch(train) [20][3240/3757] lr: 9.7276e-03 eta: 2 days, 17:47:47 time: 0.3948 data_time: 0.0165 memory: 17007 grad_norm: 4.7852 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3335 loss: 3.3335 2022/07/27 01:36:55 - mmengine - INFO - Epoch(train) [20][3260/3757] lr: 9.7276e-03 eta: 2 days, 17:47:39 time: 0.3947 data_time: 0.0163 memory: 17007 grad_norm: 4.7931 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1279 loss: 3.1279 2022/07/27 01:37:03 - mmengine - INFO - Epoch(train) [20][3280/3757] lr: 9.7276e-03 eta: 2 days, 17:47:31 time: 0.3941 data_time: 0.0163 memory: 17007 grad_norm: 4.8000 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4020 loss: 3.4020 2022/07/27 01:37:11 - mmengine - INFO - Epoch(train) [20][3300/3757] lr: 9.7276e-03 eta: 2 days, 17:47:23 time: 0.3916 data_time: 0.0154 memory: 17007 grad_norm: 4.8324 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9640 loss: 2.9640 2022/07/27 01:37:19 - mmengine - INFO - Epoch(train) [20][3320/3757] lr: 9.7276e-03 eta: 2 days, 17:47:15 time: 0.3928 data_time: 0.0163 memory: 17007 grad_norm: 4.8363 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8514 loss: 2.8514 2022/07/27 01:37:26 - mmengine - INFO - Epoch(train) [20][3340/3757] lr: 9.7276e-03 eta: 2 days, 17:47:08 time: 0.3957 data_time: 0.0163 memory: 17007 grad_norm: 4.8517 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8430 loss: 2.8430 2022/07/27 01:37:34 - mmengine - INFO - Epoch(train) [20][3360/3757] lr: 9.7276e-03 eta: 2 days, 17:46:59 time: 0.3916 data_time: 0.0159 memory: 17007 grad_norm: 4.8090 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8398 loss: 2.8398 2022/07/27 01:37:42 - mmengine - INFO - Epoch(train) [20][3380/3757] lr: 9.7276e-03 eta: 2 days, 17:46:51 time: 0.3924 data_time: 0.0152 memory: 17007 grad_norm: 4.8237 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.0372 loss: 3.0372 2022/07/27 01:37:50 - mmengine - INFO - Epoch(train) [20][3400/3757] lr: 9.7276e-03 eta: 2 days, 17:46:43 time: 0.3910 data_time: 0.0162 memory: 17007 grad_norm: 4.8548 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2537 loss: 3.2537 2022/07/27 01:37:58 - mmengine - INFO - Epoch(train) [20][3420/3757] lr: 9.7276e-03 eta: 2 days, 17:46:35 time: 0.3912 data_time: 0.0147 memory: 17007 grad_norm: 4.7795 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6987 loss: 3.6987 2022/07/27 01:38:06 - mmengine - INFO - Epoch(train) [20][3440/3757] lr: 9.7276e-03 eta: 2 days, 17:46:27 time: 0.3945 data_time: 0.0166 memory: 17007 grad_norm: 4.7991 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0221 loss: 3.0221 2022/07/27 01:38:14 - mmengine - INFO - Epoch(train) [20][3460/3757] lr: 9.7276e-03 eta: 2 days, 17:46:19 time: 0.3912 data_time: 0.0150 memory: 17007 grad_norm: 4.8873 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0723 loss: 3.0723 2022/07/27 01:38:21 - mmengine - INFO - Epoch(train) [20][3480/3757] lr: 9.7276e-03 eta: 2 days, 17:46:11 time: 0.3913 data_time: 0.0153 memory: 17007 grad_norm: 4.8505 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.7964 loss: 2.7964 2022/07/27 01:38:29 - mmengine - INFO - Epoch(train) [20][3500/3757] lr: 9.7276e-03 eta: 2 days, 17:46:04 time: 0.4005 data_time: 0.0155 memory: 17007 grad_norm: 4.9155 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7209 loss: 2.7209 2022/07/27 01:38:37 - mmengine - INFO - Epoch(train) [20][3520/3757] lr: 9.7276e-03 eta: 2 days, 17:45:56 time: 0.3949 data_time: 0.0187 memory: 17007 grad_norm: 4.8746 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0522 loss: 3.0522 2022/07/27 01:38:45 - mmengine - INFO - Epoch(train) [20][3540/3757] lr: 9.7276e-03 eta: 2 days, 17:45:49 time: 0.3962 data_time: 0.0155 memory: 17007 grad_norm: 4.8824 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1712 loss: 3.1712 2022/07/27 01:38:53 - mmengine - INFO - Epoch(train) [20][3560/3757] lr: 9.7276e-03 eta: 2 days, 17:45:41 time: 0.3986 data_time: 0.0162 memory: 17007 grad_norm: 4.8868 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0580 loss: 3.0580 2022/07/27 01:39:01 - mmengine - INFO - Epoch(train) [20][3580/3757] lr: 9.7276e-03 eta: 2 days, 17:45:33 time: 0.3916 data_time: 0.0152 memory: 17007 grad_norm: 4.7862 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9005 loss: 2.9005 2022/07/27 01:39:09 - mmengine - INFO - Epoch(train) [20][3600/3757] lr: 9.7276e-03 eta: 2 days, 17:45:26 time: 0.3964 data_time: 0.0168 memory: 17007 grad_norm: 4.8252 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1115 loss: 3.1115 2022/07/27 01:39:16 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/27 01:39:17 - mmengine - INFO - Epoch(train) [20][3620/3757] lr: 9.7276e-03 eta: 2 days, 17:45:18 time: 0.3935 data_time: 0.0148 memory: 17007 grad_norm: 4.8378 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0588 loss: 3.0588 2022/07/27 01:39:25 - mmengine - INFO - Epoch(train) [20][3640/3757] lr: 9.7276e-03 eta: 2 days, 17:45:10 time: 0.3940 data_time: 0.0167 memory: 17007 grad_norm: 4.8025 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1996 loss: 3.1996 2022/07/27 01:39:32 - mmengine - INFO - Epoch(train) [20][3660/3757] lr: 9.7276e-03 eta: 2 days, 17:45:02 time: 0.3910 data_time: 0.0141 memory: 17007 grad_norm: 4.7485 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8442 loss: 2.8442 2022/07/27 01:39:40 - mmengine - INFO - Epoch(train) [20][3680/3757] lr: 9.7276e-03 eta: 2 days, 17:44:53 time: 0.3910 data_time: 0.0154 memory: 17007 grad_norm: 4.8450 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7961 loss: 2.7961 2022/07/27 01:39:48 - mmengine - INFO - Epoch(train) [20][3700/3757] lr: 9.7276e-03 eta: 2 days, 17:44:46 time: 0.3954 data_time: 0.0157 memory: 17007 grad_norm: 4.9512 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9746 loss: 2.9746 2022/07/27 01:39:56 - mmengine - INFO - Epoch(train) [20][3720/3757] lr: 9.7276e-03 eta: 2 days, 17:44:38 time: 0.3933 data_time: 0.0162 memory: 17007 grad_norm: 4.8864 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7987 loss: 2.7987 2022/07/27 01:40:04 - mmengine - INFO - Epoch(train) [20][3740/3757] lr: 9.7276e-03 eta: 2 days, 17:44:30 time: 0.3935 data_time: 0.0149 memory: 17007 grad_norm: 4.8770 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3001 loss: 3.3001 2022/07/27 01:40:11 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/27 01:40:11 - mmengine - INFO - Epoch(train) [20][3757/3757] lr: 9.7276e-03 eta: 2 days, 17:44:30 time: 0.3875 data_time: 0.0167 memory: 17007 grad_norm: 4.7162 top1_acc: 0.1429 top5_acc: 0.4286 loss_cls: 3.2153 loss: 3.2153 2022/07/27 01:40:11 - mmengine - INFO - Saving checkpoint at 20 epochs 2022/07/27 01:41:28 - mmengine - INFO - Epoch(val) [20][20/310] eta: 0:18:09 time: 3.7563 data_time: 3.6350 memory: 3963 2022/07/27 01:41:31 - mmengine - INFO - Epoch(val) [20][40/310] eta: 0:00:42 time: 0.1556 data_time: 0.0526 memory: 3963 2022/07/27 01:41:35 - mmengine - INFO - Epoch(val) [20][60/310] eta: 0:00:46 time: 0.1873 data_time: 0.0860 memory: 3963 2022/07/27 01:41:38 - mmengine - INFO - Epoch(val) [20][80/310] eta: 0:00:35 time: 0.1534 data_time: 0.0467 memory: 3963 2022/07/27 01:41:42 - mmengine - INFO - Epoch(val) [20][100/310] eta: 0:00:37 time: 0.1773 data_time: 0.0718 memory: 3963 2022/07/27 01:41:45 - mmengine - INFO - Epoch(val) [20][120/310] eta: 0:00:30 time: 0.1593 data_time: 0.0522 memory: 3963 2022/07/27 01:41:48 - mmengine - INFO - Epoch(val) [20][140/310] eta: 0:00:28 time: 0.1687 data_time: 0.0660 memory: 3963 2022/07/27 01:41:52 - mmengine - INFO - Epoch(val) [20][160/310] eta: 0:00:26 time: 0.1787 data_time: 0.0748 memory: 3963 2022/07/27 01:41:55 - mmengine - INFO - Epoch(val) [20][180/310] eta: 0:00:20 time: 0.1609 data_time: 0.0550 memory: 3963 2022/07/27 01:41:58 - mmengine - INFO - Epoch(val) [20][200/310] eta: 0:00:17 time: 0.1602 data_time: 0.0548 memory: 3963 2022/07/27 01:42:01 - mmengine - INFO - Epoch(val) [20][220/310] eta: 0:00:13 time: 0.1545 data_time: 0.0513 memory: 3963 2022/07/27 01:42:05 - mmengine - INFO - Epoch(val) [20][240/310] eta: 0:00:11 time: 0.1667 data_time: 0.0597 memory: 3963 2022/07/27 01:42:08 - mmengine - INFO - Epoch(val) [20][260/310] eta: 0:00:08 time: 0.1797 data_time: 0.0759 memory: 3963 2022/07/27 01:42:11 - mmengine - INFO - Epoch(val) [20][280/310] eta: 0:00:04 time: 0.1521 data_time: 0.0491 memory: 3963 2022/07/27 01:42:15 - mmengine - INFO - Epoch(val) [20][300/310] eta: 0:00:01 time: 0.1968 data_time: 0.0917 memory: 3963 2022/07/27 01:42:21 - mmengine - INFO - Epoch(val) [20][310/310] acc/top1: 0.3881 acc/top5: 0.6744 acc/mean1: 0.3879 2022/07/27 01:42:23 - mmengine - INFO - The best checkpoint with 0.3881 acc/top1 at 21 epoch is saved to best_acc/top1_epoch_21.pth. 2022/07/27 01:42:32 - mmengine - INFO - Epoch(train) [21][20/3757] lr: 9.6985e-03 eta: 2 days, 17:43:31 time: 0.4488 data_time: 0.0615 memory: 17007 grad_norm: 4.8304 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8726 loss: 2.8726 2022/07/27 01:42:39 - mmengine - INFO - Epoch(train) [21][40/3757] lr: 9.6985e-03 eta: 2 days, 17:43:23 time: 0.3929 data_time: 0.0174 memory: 17007 grad_norm: 4.8791 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1294 loss: 3.1294 2022/07/27 01:42:47 - mmengine - INFO - Epoch(train) [21][60/3757] lr: 9.6985e-03 eta: 2 days, 17:43:15 time: 0.3922 data_time: 0.0150 memory: 17007 grad_norm: 4.9041 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 3.1185 loss: 3.1185 2022/07/27 01:42:55 - mmengine - INFO - Epoch(train) [21][80/3757] lr: 9.6985e-03 eta: 2 days, 17:43:06 time: 0.3895 data_time: 0.0158 memory: 17007 grad_norm: 4.9760 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.0015 loss: 3.0015 2022/07/27 01:43:03 - mmengine - INFO - Epoch(train) [21][100/3757] lr: 9.6985e-03 eta: 2 days, 17:42:58 time: 0.3911 data_time: 0.0155 memory: 17007 grad_norm: 4.7989 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0172 loss: 3.0172 2022/07/27 01:43:11 - mmengine - INFO - Epoch(train) [21][120/3757] lr: 9.6985e-03 eta: 2 days, 17:42:49 time: 0.3902 data_time: 0.0156 memory: 17007 grad_norm: 4.9191 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2719 loss: 3.2719 2022/07/27 01:43:19 - mmengine - INFO - Epoch(train) [21][140/3757] lr: 9.6985e-03 eta: 2 days, 17:42:42 time: 0.3949 data_time: 0.0159 memory: 17007 grad_norm: 4.8016 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0487 loss: 3.0487 2022/07/27 01:43:26 - mmengine - INFO - Epoch(train) [21][160/3757] lr: 9.6985e-03 eta: 2 days, 17:42:34 time: 0.3924 data_time: 0.0160 memory: 17007 grad_norm: 4.9641 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0402 loss: 3.0402 2022/07/27 01:43:34 - mmengine - INFO - Epoch(train) [21][180/3757] lr: 9.6985e-03 eta: 2 days, 17:42:26 time: 0.3924 data_time: 0.0158 memory: 17007 grad_norm: 4.9194 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4216 loss: 3.4216 2022/07/27 01:43:42 - mmengine - INFO - Epoch(train) [21][200/3757] lr: 9.6985e-03 eta: 2 days, 17:42:17 time: 0.3913 data_time: 0.0159 memory: 17007 grad_norm: 4.9576 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9785 loss: 2.9785 2022/07/27 01:43:50 - mmengine - INFO - Epoch(train) [21][220/3757] lr: 9.6985e-03 eta: 2 days, 17:42:09 time: 0.3910 data_time: 0.0149 memory: 17007 grad_norm: 4.8117 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0086 loss: 3.0086 2022/07/27 01:43:58 - mmengine - INFO - Epoch(train) [21][240/3757] lr: 9.6985e-03 eta: 2 days, 17:42:01 time: 0.3948 data_time: 0.0159 memory: 17007 grad_norm: 4.7831 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9901 loss: 2.9901 2022/07/27 01:44:06 - mmengine - INFO - Epoch(train) [21][260/3757] lr: 9.6985e-03 eta: 2 days, 17:41:53 time: 0.3901 data_time: 0.0142 memory: 17007 grad_norm: 4.9230 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8903 loss: 2.8903 2022/07/27 01:44:14 - mmengine - INFO - Epoch(train) [21][280/3757] lr: 9.6985e-03 eta: 2 days, 17:41:46 time: 0.3978 data_time: 0.0171 memory: 17007 grad_norm: 4.9433 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9380 loss: 2.9380 2022/07/27 01:44:21 - mmengine - INFO - Epoch(train) [21][300/3757] lr: 9.6985e-03 eta: 2 days, 17:41:37 time: 0.3897 data_time: 0.0143 memory: 17007 grad_norm: 4.8846 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.8925 loss: 2.8925 2022/07/27 01:44:29 - mmengine - INFO - Epoch(train) [21][320/3757] lr: 9.6985e-03 eta: 2 days, 17:41:29 time: 0.3904 data_time: 0.0155 memory: 17007 grad_norm: 5.0629 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1478 loss: 3.1478 2022/07/27 01:44:37 - mmengine - INFO - Epoch(train) [21][340/3757] lr: 9.6985e-03 eta: 2 days, 17:41:21 time: 0.3924 data_time: 0.0151 memory: 17007 grad_norm: 4.8517 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2810 loss: 3.2810 2022/07/27 01:44:45 - mmengine - INFO - Epoch(train) [21][360/3757] lr: 9.6985e-03 eta: 2 days, 17:41:13 time: 0.3933 data_time: 0.0162 memory: 17007 grad_norm: 4.8594 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.0376 loss: 3.0376 2022/07/27 01:44:53 - mmengine - INFO - Epoch(train) [21][380/3757] lr: 9.6985e-03 eta: 2 days, 17:41:05 time: 0.3936 data_time: 0.0160 memory: 17007 grad_norm: 4.7267 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0404 loss: 3.0404 2022/07/27 01:45:01 - mmengine - INFO - Epoch(train) [21][400/3757] lr: 9.6985e-03 eta: 2 days, 17:40:57 time: 0.3925 data_time: 0.0159 memory: 17007 grad_norm: 4.8436 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9503 loss: 2.9503 2022/07/27 01:45:08 - mmengine - INFO - Epoch(train) [21][420/3757] lr: 9.6985e-03 eta: 2 days, 17:40:49 time: 0.3928 data_time: 0.0159 memory: 17007 grad_norm: 4.8302 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.8958 loss: 2.8958 2022/07/27 01:45:16 - mmengine - INFO - Epoch(train) [21][440/3757] lr: 9.6985e-03 eta: 2 days, 17:40:41 time: 0.3960 data_time: 0.0164 memory: 17007 grad_norm: 4.8192 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1195 loss: 3.1195 2022/07/27 01:45:24 - mmengine - INFO - Epoch(train) [21][460/3757] lr: 9.6985e-03 eta: 2 days, 17:40:33 time: 0.3912 data_time: 0.0152 memory: 17007 grad_norm: 4.8868 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.1060 loss: 3.1060 2022/07/27 01:45:32 - mmengine - INFO - Epoch(train) [21][480/3757] lr: 9.6985e-03 eta: 2 days, 17:40:25 time: 0.3903 data_time: 0.0155 memory: 17007 grad_norm: 4.9529 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2467 loss: 3.2467 2022/07/27 01:45:40 - mmengine - INFO - Epoch(train) [21][500/3757] lr: 9.6985e-03 eta: 2 days, 17:40:17 time: 0.3963 data_time: 0.0159 memory: 17007 grad_norm: 4.8972 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.8180 loss: 2.8180 2022/07/27 01:45:48 - mmengine - INFO - Epoch(train) [21][520/3757] lr: 9.6985e-03 eta: 2 days, 17:40:10 time: 0.3944 data_time: 0.0172 memory: 17007 grad_norm: 4.8700 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0451 loss: 3.0451 2022/07/27 01:45:56 - mmengine - INFO - Epoch(train) [21][540/3757] lr: 9.6985e-03 eta: 2 days, 17:40:01 time: 0.3917 data_time: 0.0143 memory: 17007 grad_norm: 4.8545 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0915 loss: 3.0915 2022/07/27 01:46:04 - mmengine - INFO - Epoch(train) [21][560/3757] lr: 9.6985e-03 eta: 2 days, 17:39:54 time: 0.3950 data_time: 0.0172 memory: 17007 grad_norm: 4.9472 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3078 loss: 3.3078 2022/07/27 01:46:11 - mmengine - INFO - Epoch(train) [21][580/3757] lr: 9.6985e-03 eta: 2 days, 17:39:46 time: 0.3912 data_time: 0.0155 memory: 17007 grad_norm: 4.8530 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7888 loss: 2.7888 2022/07/27 01:46:19 - mmengine - INFO - Epoch(train) [21][600/3757] lr: 9.6985e-03 eta: 2 days, 17:39:37 time: 0.3926 data_time: 0.0157 memory: 17007 grad_norm: 4.8292 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1135 loss: 3.1135 2022/07/27 01:46:27 - mmengine - INFO - Epoch(train) [21][620/3757] lr: 9.6985e-03 eta: 2 days, 17:39:29 time: 0.3911 data_time: 0.0155 memory: 17007 grad_norm: 4.8223 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2817 loss: 3.2817 2022/07/27 01:46:35 - mmengine - INFO - Epoch(train) [21][640/3757] lr: 9.6985e-03 eta: 2 days, 17:39:21 time: 0.3935 data_time: 0.0161 memory: 17007 grad_norm: 4.8432 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1202 loss: 3.1202 2022/07/27 01:46:43 - mmengine - INFO - Epoch(train) [21][660/3757] lr: 9.6985e-03 eta: 2 days, 17:39:14 time: 0.3942 data_time: 0.0157 memory: 17007 grad_norm: 4.9387 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2421 loss: 3.2421 2022/07/27 01:46:51 - mmengine - INFO - Epoch(train) [21][680/3757] lr: 9.6985e-03 eta: 2 days, 17:39:05 time: 0.3909 data_time: 0.0154 memory: 17007 grad_norm: 4.8769 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9286 loss: 2.9286 2022/07/27 01:46:59 - mmengine - INFO - Epoch(train) [21][700/3757] lr: 9.6985e-03 eta: 2 days, 17:38:57 time: 0.3932 data_time: 0.0162 memory: 17007 grad_norm: 4.7629 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2387 loss: 3.2387 2022/07/27 01:47:06 - mmengine - INFO - Epoch(train) [21][720/3757] lr: 9.6985e-03 eta: 2 days, 17:38:49 time: 0.3909 data_time: 0.0148 memory: 17007 grad_norm: 4.6644 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.8401 loss: 2.8401 2022/07/27 01:47:14 - mmengine - INFO - Epoch(train) [21][740/3757] lr: 9.6985e-03 eta: 2 days, 17:38:41 time: 0.3932 data_time: 0.0157 memory: 17007 grad_norm: 4.7743 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3596 loss: 3.3596 2022/07/27 01:47:22 - mmengine - INFO - Epoch(train) [21][760/3757] lr: 9.6985e-03 eta: 2 days, 17:38:33 time: 0.3916 data_time: 0.0158 memory: 17007 grad_norm: 4.8286 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1018 loss: 3.1018 2022/07/27 01:47:30 - mmengine - INFO - Epoch(train) [21][780/3757] lr: 9.6985e-03 eta: 2 days, 17:38:24 time: 0.3894 data_time: 0.0136 memory: 17007 grad_norm: 4.8276 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9943 loss: 2.9943 2022/07/27 01:47:38 - mmengine - INFO - Epoch(train) [21][800/3757] lr: 9.6985e-03 eta: 2 days, 17:38:17 time: 0.3972 data_time: 0.0165 memory: 17007 grad_norm: 4.8557 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8835 loss: 2.8835 2022/07/27 01:47:46 - mmengine - INFO - Epoch(train) [21][820/3757] lr: 9.6985e-03 eta: 2 days, 17:38:09 time: 0.3901 data_time: 0.0131 memory: 17007 grad_norm: 4.9634 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6869 loss: 2.6869 2022/07/27 01:47:54 - mmengine - INFO - Epoch(train) [21][840/3757] lr: 9.6985e-03 eta: 2 days, 17:38:02 time: 0.4013 data_time: 0.0163 memory: 17007 grad_norm: 4.9421 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0567 loss: 3.0567 2022/07/27 01:48:01 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/27 01:48:01 - mmengine - INFO - Epoch(train) [21][860/3757] lr: 9.6985e-03 eta: 2 days, 17:37:53 time: 0.3901 data_time: 0.0141 memory: 17007 grad_norm: 5.0242 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1270 loss: 3.1270 2022/07/27 01:48:09 - mmengine - INFO - Epoch(train) [21][880/3757] lr: 9.6985e-03 eta: 2 days, 17:37:45 time: 0.3917 data_time: 0.0148 memory: 17007 grad_norm: 5.0277 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0190 loss: 3.0190 2022/07/27 01:48:17 - mmengine - INFO - Epoch(train) [21][900/3757] lr: 9.6985e-03 eta: 2 days, 17:37:37 time: 0.3928 data_time: 0.0154 memory: 17007 grad_norm: 4.9148 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1674 loss: 3.1674 2022/07/27 01:48:25 - mmengine - INFO - Epoch(train) [21][920/3757] lr: 9.6985e-03 eta: 2 days, 17:37:29 time: 0.3921 data_time: 0.0160 memory: 17007 grad_norm: 4.6034 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.9892 loss: 2.9892 2022/07/27 01:48:33 - mmengine - INFO - Epoch(train) [21][940/3757] lr: 9.6985e-03 eta: 2 days, 17:37:21 time: 0.3935 data_time: 0.0148 memory: 17007 grad_norm: 4.8569 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9298 loss: 2.9298 2022/07/27 01:48:41 - mmengine - INFO - Epoch(train) [21][960/3757] lr: 9.6985e-03 eta: 2 days, 17:37:14 time: 0.3947 data_time: 0.0160 memory: 17007 grad_norm: 4.8394 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1337 loss: 3.1337 2022/07/27 01:48:49 - mmengine - INFO - Epoch(train) [21][980/3757] lr: 9.6985e-03 eta: 2 days, 17:37:05 time: 0.3908 data_time: 0.0148 memory: 17007 grad_norm: 4.9263 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0741 loss: 3.0741 2022/07/27 01:48:56 - mmengine - INFO - Epoch(train) [21][1000/3757] lr: 9.6985e-03 eta: 2 days, 17:36:57 time: 0.3916 data_time: 0.0155 memory: 17007 grad_norm: 5.1119 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9269 loss: 2.9269 2022/07/27 01:49:04 - mmengine - INFO - Epoch(train) [21][1020/3757] lr: 9.6985e-03 eta: 2 days, 17:36:49 time: 0.3904 data_time: 0.0159 memory: 17007 grad_norm: 4.8211 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9079 loss: 2.9079 2022/07/27 01:49:12 - mmengine - INFO - Epoch(train) [21][1040/3757] lr: 9.6985e-03 eta: 2 days, 17:36:40 time: 0.3910 data_time: 0.0156 memory: 17007 grad_norm: 4.7575 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1041 loss: 3.1041 2022/07/27 01:49:20 - mmengine - INFO - Epoch(train) [21][1060/3757] lr: 9.6985e-03 eta: 2 days, 17:36:33 time: 0.3950 data_time: 0.0177 memory: 17007 grad_norm: 4.8317 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0855 loss: 3.0855 2022/07/27 01:49:28 - mmengine - INFO - Epoch(train) [21][1080/3757] lr: 9.6985e-03 eta: 2 days, 17:36:25 time: 0.3914 data_time: 0.0161 memory: 17007 grad_norm: 4.9717 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9909 loss: 2.9909 2022/07/27 01:49:36 - mmengine - INFO - Epoch(train) [21][1100/3757] lr: 9.6985e-03 eta: 2 days, 17:36:17 time: 0.3931 data_time: 0.0155 memory: 17007 grad_norm: 4.8401 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9345 loss: 2.9345 2022/07/27 01:49:43 - mmengine - INFO - Epoch(train) [21][1120/3757] lr: 9.6985e-03 eta: 2 days, 17:36:08 time: 0.3919 data_time: 0.0155 memory: 17007 grad_norm: 4.8621 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0300 loss: 3.0300 2022/07/27 01:49:51 - mmengine - INFO - Epoch(train) [21][1140/3757] lr: 9.6985e-03 eta: 2 days, 17:36:00 time: 0.3904 data_time: 0.0145 memory: 17007 grad_norm: 4.7836 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 3.0315 loss: 3.0315 2022/07/27 01:49:59 - mmengine - INFO - Epoch(train) [21][1160/3757] lr: 9.6985e-03 eta: 2 days, 17:35:52 time: 0.3938 data_time: 0.0154 memory: 17007 grad_norm: 4.8737 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0770 loss: 3.0770 2022/07/27 01:50:07 - mmengine - INFO - Epoch(train) [21][1180/3757] lr: 9.6985e-03 eta: 2 days, 17:35:44 time: 0.3915 data_time: 0.0158 memory: 17007 grad_norm: 4.8317 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7355 loss: 2.7355 2022/07/27 01:50:15 - mmengine - INFO - Epoch(train) [21][1200/3757] lr: 9.6985e-03 eta: 2 days, 17:35:36 time: 0.3936 data_time: 0.0167 memory: 17007 grad_norm: 4.7597 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.9830 loss: 2.9830 2022/07/27 01:50:23 - mmengine - INFO - Epoch(train) [21][1220/3757] lr: 9.6985e-03 eta: 2 days, 17:35:28 time: 0.3912 data_time: 0.0160 memory: 17007 grad_norm: 4.5967 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8692 loss: 2.8692 2022/07/27 01:50:31 - mmengine - INFO - Epoch(train) [21][1240/3757] lr: 9.6985e-03 eta: 2 days, 17:35:20 time: 0.3943 data_time: 0.0168 memory: 17007 grad_norm: 4.8077 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9944 loss: 2.9944 2022/07/27 01:50:38 - mmengine - INFO - Epoch(train) [21][1260/3757] lr: 9.6985e-03 eta: 2 days, 17:35:12 time: 0.3928 data_time: 0.0154 memory: 17007 grad_norm: 4.9855 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1032 loss: 3.1032 2022/07/27 01:50:46 - mmengine - INFO - Epoch(train) [21][1280/3757] lr: 9.6985e-03 eta: 2 days, 17:35:04 time: 0.3923 data_time: 0.0171 memory: 17007 grad_norm: 4.9837 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7665 loss: 2.7665 2022/07/27 01:50:54 - mmengine - INFO - Epoch(train) [21][1300/3757] lr: 9.6985e-03 eta: 2 days, 17:34:56 time: 0.3925 data_time: 0.0158 memory: 17007 grad_norm: 4.8868 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9856 loss: 2.9856 2022/07/27 01:51:02 - mmengine - INFO - Epoch(train) [21][1320/3757] lr: 9.6985e-03 eta: 2 days, 17:34:48 time: 0.3914 data_time: 0.0157 memory: 17007 grad_norm: 4.9550 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0719 loss: 3.0719 2022/07/27 01:51:10 - mmengine - INFO - Epoch(train) [21][1340/3757] lr: 9.6985e-03 eta: 2 days, 17:34:40 time: 0.3972 data_time: 0.0164 memory: 17007 grad_norm: 5.0819 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8917 loss: 2.8917 2022/07/27 01:51:18 - mmengine - INFO - Epoch(train) [21][1360/3757] lr: 9.6985e-03 eta: 2 days, 17:34:33 time: 0.3934 data_time: 0.0157 memory: 17007 grad_norm: 4.7428 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0901 loss: 3.0901 2022/07/27 01:51:26 - mmengine - INFO - Epoch(train) [21][1380/3757] lr: 9.6985e-03 eta: 2 days, 17:34:25 time: 0.3943 data_time: 0.0166 memory: 17007 grad_norm: 5.0165 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3859 loss: 3.3859 2022/07/27 01:51:34 - mmengine - INFO - Epoch(train) [21][1400/3757] lr: 9.6985e-03 eta: 2 days, 17:34:17 time: 0.3924 data_time: 0.0165 memory: 17007 grad_norm: 4.8023 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0414 loss: 3.0414 2022/07/27 01:51:41 - mmengine - INFO - Epoch(train) [21][1420/3757] lr: 9.6985e-03 eta: 2 days, 17:34:08 time: 0.3905 data_time: 0.0147 memory: 17007 grad_norm: 4.9824 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2752 loss: 3.2752 2022/07/27 01:51:49 - mmengine - INFO - Epoch(train) [21][1440/3757] lr: 9.6985e-03 eta: 2 days, 17:34:02 time: 0.4047 data_time: 0.0168 memory: 17007 grad_norm: 4.8677 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.9799 loss: 2.9799 2022/07/27 01:51:57 - mmengine - INFO - Epoch(train) [21][1460/3757] lr: 9.6985e-03 eta: 2 days, 17:33:54 time: 0.3928 data_time: 0.0166 memory: 17007 grad_norm: 5.0268 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2358 loss: 3.2358 2022/07/27 01:52:05 - mmengine - INFO - Epoch(train) [21][1480/3757] lr: 9.6985e-03 eta: 2 days, 17:33:46 time: 0.3936 data_time: 0.0161 memory: 17007 grad_norm: 4.8751 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1067 loss: 3.1067 2022/07/27 01:52:13 - mmengine - INFO - Epoch(train) [21][1500/3757] lr: 9.6985e-03 eta: 2 days, 17:33:38 time: 0.3906 data_time: 0.0154 memory: 17007 grad_norm: 5.0614 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0000 loss: 3.0000 2022/07/27 01:52:21 - mmengine - INFO - Epoch(train) [21][1520/3757] lr: 9.6985e-03 eta: 2 days, 17:33:30 time: 0.3907 data_time: 0.0151 memory: 17007 grad_norm: 5.2213 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0785 loss: 3.0785 2022/07/27 01:52:29 - mmengine - INFO - Epoch(train) [21][1540/3757] lr: 9.6985e-03 eta: 2 days, 17:33:22 time: 0.3944 data_time: 0.0154 memory: 17007 grad_norm: 4.9484 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8343 loss: 2.8343 2022/07/27 01:52:37 - mmengine - INFO - Epoch(train) [21][1560/3757] lr: 9.6985e-03 eta: 2 days, 17:33:14 time: 0.3940 data_time: 0.0169 memory: 17007 grad_norm: 4.7408 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8698 loss: 2.8698 2022/07/27 01:52:44 - mmengine - INFO - Epoch(train) [21][1580/3757] lr: 9.6985e-03 eta: 2 days, 17:33:06 time: 0.3940 data_time: 0.0151 memory: 17007 grad_norm: 5.0640 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2106 loss: 3.2106 2022/07/27 01:52:52 - mmengine - INFO - Epoch(train) [21][1600/3757] lr: 9.6985e-03 eta: 2 days, 17:32:58 time: 0.3919 data_time: 0.0158 memory: 17007 grad_norm: 4.9364 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1157 loss: 3.1157 2022/07/27 01:53:00 - mmengine - INFO - Epoch(train) [21][1620/3757] lr: 9.6985e-03 eta: 2 days, 17:32:50 time: 0.3926 data_time: 0.0161 memory: 17007 grad_norm: 4.7010 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7405 loss: 2.7405 2022/07/27 01:53:08 - mmengine - INFO - Epoch(train) [21][1640/3757] lr: 9.6985e-03 eta: 2 days, 17:32:44 time: 0.4051 data_time: 0.0169 memory: 17007 grad_norm: 4.8441 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0467 loss: 3.0467 2022/07/27 01:53:16 - mmengine - INFO - Epoch(train) [21][1660/3757] lr: 9.6985e-03 eta: 2 days, 17:32:36 time: 0.3921 data_time: 0.0155 memory: 17007 grad_norm: 4.7732 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8469 loss: 2.8469 2022/07/27 01:53:24 - mmengine - INFO - Epoch(train) [21][1680/3757] lr: 9.6985e-03 eta: 2 days, 17:32:28 time: 0.3938 data_time: 0.0163 memory: 17007 grad_norm: 4.8147 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0291 loss: 3.0291 2022/07/27 01:53:32 - mmengine - INFO - Epoch(train) [21][1700/3757] lr: 9.6985e-03 eta: 2 days, 17:32:20 time: 0.3905 data_time: 0.0148 memory: 17007 grad_norm: 4.9137 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1442 loss: 3.1442 2022/07/27 01:53:40 - mmengine - INFO - Epoch(train) [21][1720/3757] lr: 9.6985e-03 eta: 2 days, 17:32:12 time: 0.3956 data_time: 0.0156 memory: 17007 grad_norm: 4.9325 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2352 loss: 3.2352 2022/07/27 01:53:48 - mmengine - INFO - Epoch(train) [21][1740/3757] lr: 9.6985e-03 eta: 2 days, 17:32:04 time: 0.3922 data_time: 0.0157 memory: 17007 grad_norm: 4.8667 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8696 loss: 2.8696 2022/07/27 01:53:55 - mmengine - INFO - Epoch(train) [21][1760/3757] lr: 9.6985e-03 eta: 2 days, 17:31:56 time: 0.3940 data_time: 0.0166 memory: 17007 grad_norm: 5.0481 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0036 loss: 3.0036 2022/07/27 01:54:03 - mmengine - INFO - Epoch(train) [21][1780/3757] lr: 9.6985e-03 eta: 2 days, 17:31:48 time: 0.3923 data_time: 0.0153 memory: 17007 grad_norm: 4.9699 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1308 loss: 3.1308 2022/07/27 01:54:11 - mmengine - INFO - Epoch(train) [21][1800/3757] lr: 9.6985e-03 eta: 2 days, 17:31:40 time: 0.3944 data_time: 0.0161 memory: 17007 grad_norm: 4.6851 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1463 loss: 3.1463 2022/07/27 01:54:19 - mmengine - INFO - Epoch(train) [21][1820/3757] lr: 9.6985e-03 eta: 2 days, 17:31:32 time: 0.3899 data_time: 0.0139 memory: 17007 grad_norm: 4.8624 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1853 loss: 3.1853 2022/07/27 01:54:27 - mmengine - INFO - Epoch(train) [21][1840/3757] lr: 9.6985e-03 eta: 2 days, 17:31:24 time: 0.3946 data_time: 0.0150 memory: 17007 grad_norm: 4.8106 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7630 loss: 2.7630 2022/07/27 01:54:35 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/27 01:54:35 - mmengine - INFO - Epoch(train) [21][1860/3757] lr: 9.6985e-03 eta: 2 days, 17:31:16 time: 0.3921 data_time: 0.0158 memory: 17007 grad_norm: 4.7852 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8421 loss: 2.8421 2022/07/27 01:54:43 - mmengine - INFO - Epoch(train) [21][1880/3757] lr: 9.6985e-03 eta: 2 days, 17:31:08 time: 0.3917 data_time: 0.0160 memory: 17007 grad_norm: 4.6950 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8179 loss: 2.8179 2022/07/27 01:54:50 - mmengine - INFO - Epoch(train) [21][1900/3757] lr: 9.6985e-03 eta: 2 days, 17:31:01 time: 0.3959 data_time: 0.0158 memory: 17007 grad_norm: 4.8081 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0063 loss: 3.0063 2022/07/27 01:54:58 - mmengine - INFO - Epoch(train) [21][1920/3757] lr: 9.6985e-03 eta: 2 days, 17:30:52 time: 0.3914 data_time: 0.0153 memory: 17007 grad_norm: 4.8092 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9448 loss: 2.9448 2022/07/27 01:55:06 - mmengine - INFO - Epoch(train) [21][1940/3757] lr: 9.6985e-03 eta: 2 days, 17:30:44 time: 0.3939 data_time: 0.0158 memory: 17007 grad_norm: 4.8938 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.3185 loss: 3.3185 2022/07/27 01:55:14 - mmengine - INFO - Epoch(train) [21][1960/3757] lr: 9.6985e-03 eta: 2 days, 17:30:37 time: 0.3934 data_time: 0.0169 memory: 17007 grad_norm: 4.8847 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9734 loss: 2.9734 2022/07/27 01:55:22 - mmengine - INFO - Epoch(train) [21][1980/3757] lr: 9.6985e-03 eta: 2 days, 17:30:28 time: 0.3906 data_time: 0.0151 memory: 17007 grad_norm: 4.8358 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0148 loss: 3.0148 2022/07/27 01:55:30 - mmengine - INFO - Epoch(train) [21][2000/3757] lr: 9.6985e-03 eta: 2 days, 17:30:21 time: 0.3947 data_time: 0.0157 memory: 17007 grad_norm: 4.9321 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2376 loss: 3.2376 2022/07/27 01:55:38 - mmengine - INFO - Epoch(train) [21][2020/3757] lr: 9.6985e-03 eta: 2 days, 17:30:12 time: 0.3922 data_time: 0.0156 memory: 17007 grad_norm: 4.9688 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 3.2631 loss: 3.2631 2022/07/27 01:55:46 - mmengine - INFO - Epoch(train) [21][2040/3757] lr: 9.6985e-03 eta: 2 days, 17:30:05 time: 0.3969 data_time: 0.0164 memory: 17007 grad_norm: 4.9418 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0145 loss: 3.0145 2022/07/27 01:55:53 - mmengine - INFO - Epoch(train) [21][2060/3757] lr: 9.6985e-03 eta: 2 days, 17:29:57 time: 0.3909 data_time: 0.0153 memory: 17007 grad_norm: 5.0207 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9670 loss: 2.9670 2022/07/27 01:56:01 - mmengine - INFO - Epoch(train) [21][2080/3757] lr: 9.6985e-03 eta: 2 days, 17:29:49 time: 0.3923 data_time: 0.0159 memory: 17007 grad_norm: 4.9762 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8383 loss: 2.8383 2022/07/27 01:56:09 - mmengine - INFO - Epoch(train) [21][2100/3757] lr: 9.6985e-03 eta: 2 days, 17:29:41 time: 0.3928 data_time: 0.0152 memory: 17007 grad_norm: 4.9120 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2858 loss: 3.2858 2022/07/27 01:56:17 - mmengine - INFO - Epoch(train) [21][2120/3757] lr: 9.6985e-03 eta: 2 days, 17:29:33 time: 0.3921 data_time: 0.0162 memory: 17007 grad_norm: 4.8706 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2421 loss: 3.2421 2022/07/27 01:56:25 - mmengine - INFO - Epoch(train) [21][2140/3757] lr: 9.6985e-03 eta: 2 days, 17:29:25 time: 0.3935 data_time: 0.0161 memory: 17007 grad_norm: 4.8423 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.9108 loss: 2.9108 2022/07/27 01:56:33 - mmengine - INFO - Epoch(train) [21][2160/3757] lr: 9.6985e-03 eta: 2 days, 17:29:17 time: 0.3920 data_time: 0.0157 memory: 17007 grad_norm: 4.9038 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8975 loss: 2.8975 2022/07/27 01:56:40 - mmengine - INFO - Epoch(train) [21][2180/3757] lr: 9.6985e-03 eta: 2 days, 17:29:08 time: 0.3914 data_time: 0.0155 memory: 17007 grad_norm: 4.9898 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8222 loss: 2.8222 2022/07/27 01:56:48 - mmengine - INFO - Epoch(train) [21][2200/3757] lr: 9.6985e-03 eta: 2 days, 17:29:00 time: 0.3930 data_time: 0.0164 memory: 17007 grad_norm: 4.8080 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9060 loss: 2.9060 2022/07/27 01:56:56 - mmengine - INFO - Epoch(train) [21][2220/3757] lr: 9.6985e-03 eta: 2 days, 17:28:52 time: 0.3911 data_time: 0.0148 memory: 17007 grad_norm: 4.9408 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9397 loss: 2.9397 2022/07/27 01:57:04 - mmengine - INFO - Epoch(train) [21][2240/3757] lr: 9.6985e-03 eta: 2 days, 17:28:44 time: 0.3930 data_time: 0.0161 memory: 17007 grad_norm: 4.8338 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1042 loss: 3.1042 2022/07/27 01:57:12 - mmengine - INFO - Epoch(train) [21][2260/3757] lr: 9.6985e-03 eta: 2 days, 17:28:36 time: 0.3903 data_time: 0.0142 memory: 17007 grad_norm: 4.6988 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9256 loss: 2.9256 2022/07/27 01:57:20 - mmengine - INFO - Epoch(train) [21][2280/3757] lr: 9.6985e-03 eta: 2 days, 17:28:29 time: 0.3993 data_time: 0.0146 memory: 17007 grad_norm: 4.8616 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.1735 loss: 3.1735 2022/07/27 01:57:28 - mmengine - INFO - Epoch(train) [21][2300/3757] lr: 9.6985e-03 eta: 2 days, 17:28:21 time: 0.3917 data_time: 0.0162 memory: 17007 grad_norm: 4.8875 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2147 loss: 3.2147 2022/07/27 01:57:35 - mmengine - INFO - Epoch(train) [21][2320/3757] lr: 9.6985e-03 eta: 2 days, 17:28:12 time: 0.3913 data_time: 0.0156 memory: 17007 grad_norm: 4.8797 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0583 loss: 3.0583 2022/07/27 01:57:43 - mmengine - INFO - Epoch(train) [21][2340/3757] lr: 9.6985e-03 eta: 2 days, 17:28:04 time: 0.3904 data_time: 0.0140 memory: 17007 grad_norm: 4.9669 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9713 loss: 2.9713 2022/07/27 01:57:51 - mmengine - INFO - Epoch(train) [21][2360/3757] lr: 9.6985e-03 eta: 2 days, 17:27:56 time: 0.3928 data_time: 0.0158 memory: 17007 grad_norm: 4.8394 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0436 loss: 3.0436 2022/07/27 01:57:59 - mmengine - INFO - Epoch(train) [21][2380/3757] lr: 9.6985e-03 eta: 2 days, 17:27:48 time: 0.3908 data_time: 0.0154 memory: 17007 grad_norm: 4.7193 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.2556 loss: 3.2556 2022/07/27 01:58:07 - mmengine - INFO - Epoch(train) [21][2400/3757] lr: 9.6985e-03 eta: 2 days, 17:27:40 time: 0.3953 data_time: 0.0164 memory: 17007 grad_norm: 4.8723 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0475 loss: 3.0475 2022/07/27 01:58:15 - mmengine - INFO - Epoch(train) [21][2420/3757] lr: 9.6985e-03 eta: 2 days, 17:27:32 time: 0.3909 data_time: 0.0148 memory: 17007 grad_norm: 4.9587 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9129 loss: 2.9129 2022/07/27 01:58:22 - mmengine - INFO - Epoch(train) [21][2440/3757] lr: 9.6985e-03 eta: 2 days, 17:27:24 time: 0.3909 data_time: 0.0154 memory: 17007 grad_norm: 4.9312 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9084 loss: 2.9084 2022/07/27 01:58:30 - mmengine - INFO - Epoch(train) [21][2460/3757] lr: 9.6985e-03 eta: 2 days, 17:27:16 time: 0.3956 data_time: 0.0156 memory: 17007 grad_norm: 4.8221 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.8098 loss: 2.8098 2022/07/27 01:58:38 - mmengine - INFO - Epoch(train) [21][2480/3757] lr: 9.6985e-03 eta: 2 days, 17:27:08 time: 0.3910 data_time: 0.0151 memory: 17007 grad_norm: 4.9008 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2214 loss: 3.2214 2022/07/27 01:58:46 - mmengine - INFO - Epoch(train) [21][2500/3757] lr: 9.6985e-03 eta: 2 days, 17:27:00 time: 0.3942 data_time: 0.0157 memory: 17007 grad_norm: 4.8589 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9777 loss: 2.9777 2022/07/27 01:58:54 - mmengine - INFO - Epoch(train) [21][2520/3757] lr: 9.6985e-03 eta: 2 days, 17:26:52 time: 0.3927 data_time: 0.0159 memory: 17007 grad_norm: 4.9338 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.9332 loss: 2.9332 2022/07/27 01:59:02 - mmengine - INFO - Epoch(train) [21][2540/3757] lr: 9.6985e-03 eta: 2 days, 17:26:44 time: 0.3904 data_time: 0.0150 memory: 17007 grad_norm: 4.7391 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9031 loss: 2.9031 2022/07/27 01:59:10 - mmengine - INFO - Epoch(train) [21][2560/3757] lr: 9.6985e-03 eta: 2 days, 17:26:36 time: 0.3932 data_time: 0.0163 memory: 17007 grad_norm: 4.9488 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1813 loss: 3.1813 2022/07/27 01:59:17 - mmengine - INFO - Epoch(train) [21][2580/3757] lr: 9.6985e-03 eta: 2 days, 17:26:28 time: 0.3920 data_time: 0.0154 memory: 17007 grad_norm: 4.9182 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2950 loss: 3.2950 2022/07/27 01:59:25 - mmengine - INFO - Epoch(train) [21][2600/3757] lr: 9.6985e-03 eta: 2 days, 17:26:20 time: 0.3961 data_time: 0.0161 memory: 17007 grad_norm: 4.7680 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1068 loss: 3.1068 2022/07/27 01:59:33 - mmengine - INFO - Epoch(train) [21][2620/3757] lr: 9.6985e-03 eta: 2 days, 17:26:12 time: 0.3908 data_time: 0.0151 memory: 17007 grad_norm: 5.0164 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7694 loss: 2.7694 2022/07/27 01:59:41 - mmengine - INFO - Epoch(train) [21][2640/3757] lr: 9.6985e-03 eta: 2 days, 17:26:03 time: 0.3908 data_time: 0.0146 memory: 17007 grad_norm: 4.8658 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1328 loss: 3.1328 2022/07/27 01:59:49 - mmengine - INFO - Epoch(train) [21][2660/3757] lr: 9.6985e-03 eta: 2 days, 17:25:56 time: 0.3935 data_time: 0.0150 memory: 17007 grad_norm: 4.9069 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2101 loss: 3.2101 2022/07/27 01:59:57 - mmengine - INFO - Epoch(train) [21][2680/3757] lr: 9.6985e-03 eta: 2 days, 17:25:48 time: 0.3932 data_time: 0.0154 memory: 17007 grad_norm: 4.7579 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.3024 loss: 3.3024 2022/07/27 02:00:07 - mmengine - INFO - Epoch(train) [21][2700/3757] lr: 9.6985e-03 eta: 2 days, 17:25:58 time: 0.5128 data_time: 0.0189 memory: 17007 grad_norm: 4.9017 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1601 loss: 3.1601 2022/07/27 02:00:15 - mmengine - INFO - Epoch(train) [21][2720/3757] lr: 9.6985e-03 eta: 2 days, 17:25:50 time: 0.3929 data_time: 0.0162 memory: 17007 grad_norm: 4.8973 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0478 loss: 3.0478 2022/07/27 02:00:23 - mmengine - INFO - Epoch(train) [21][2740/3757] lr: 9.6985e-03 eta: 2 days, 17:25:42 time: 0.3908 data_time: 0.0141 memory: 17007 grad_norm: 4.9344 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9057 loss: 2.9057 2022/07/27 02:00:31 - mmengine - INFO - Epoch(train) [21][2760/3757] lr: 9.6985e-03 eta: 2 days, 17:25:34 time: 0.3962 data_time: 0.0169 memory: 17007 grad_norm: 4.8860 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.7530 loss: 2.7530 2022/07/27 02:00:38 - mmengine - INFO - Epoch(train) [21][2780/3757] lr: 9.6985e-03 eta: 2 days, 17:25:26 time: 0.3914 data_time: 0.0132 memory: 17007 grad_norm: 4.9927 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1456 loss: 3.1456 2022/07/27 02:00:46 - mmengine - INFO - Epoch(train) [21][2800/3757] lr: 9.6985e-03 eta: 2 days, 17:25:18 time: 0.3949 data_time: 0.0164 memory: 17007 grad_norm: 4.7632 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1189 loss: 3.1189 2022/07/27 02:00:54 - mmengine - INFO - Epoch(train) [21][2820/3757] lr: 9.6985e-03 eta: 2 days, 17:25:10 time: 0.3900 data_time: 0.0141 memory: 17007 grad_norm: 4.7954 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0717 loss: 3.0717 2022/07/27 02:01:02 - mmengine - INFO - Epoch(train) [21][2840/3757] lr: 9.6985e-03 eta: 2 days, 17:25:02 time: 0.3927 data_time: 0.0168 memory: 17007 grad_norm: 4.8095 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0445 loss: 3.0445 2022/07/27 02:01:10 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/27 02:01:10 - mmengine - INFO - Epoch(train) [21][2860/3757] lr: 9.6985e-03 eta: 2 days, 17:24:55 time: 0.3989 data_time: 0.0129 memory: 17007 grad_norm: 4.9100 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2677 loss: 3.2677 2022/07/27 02:01:18 - mmengine - INFO - Epoch(train) [21][2880/3757] lr: 9.6985e-03 eta: 2 days, 17:24:47 time: 0.3935 data_time: 0.0162 memory: 17007 grad_norm: 4.8696 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8326 loss: 2.8326 2022/07/27 02:01:26 - mmengine - INFO - Epoch(train) [21][2900/3757] lr: 9.6985e-03 eta: 2 days, 17:24:39 time: 0.3921 data_time: 0.0146 memory: 17007 grad_norm: 4.7302 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1133 loss: 3.1133 2022/07/27 02:01:34 - mmengine - INFO - Epoch(train) [21][2920/3757] lr: 9.6985e-03 eta: 2 days, 17:24:31 time: 0.3922 data_time: 0.0162 memory: 17007 grad_norm: 4.8573 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0886 loss: 3.0886 2022/07/27 02:01:41 - mmengine - INFO - Epoch(train) [21][2940/3757] lr: 9.6985e-03 eta: 2 days, 17:24:23 time: 0.3924 data_time: 0.0134 memory: 17007 grad_norm: 4.9076 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.9506 loss: 2.9506 2022/07/27 02:01:49 - mmengine - INFO - Epoch(train) [21][2960/3757] lr: 9.6985e-03 eta: 2 days, 17:24:15 time: 0.3918 data_time: 0.0154 memory: 17007 grad_norm: 4.9110 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.0011 loss: 3.0011 2022/07/27 02:01:57 - mmengine - INFO - Epoch(train) [21][2980/3757] lr: 9.6985e-03 eta: 2 days, 17:24:07 time: 0.3927 data_time: 0.0150 memory: 17007 grad_norm: 4.8271 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0331 loss: 3.0331 2022/07/27 02:02:05 - mmengine - INFO - Epoch(train) [21][3000/3757] lr: 9.6985e-03 eta: 2 days, 17:23:59 time: 0.3924 data_time: 0.0160 memory: 17007 grad_norm: 4.9493 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0523 loss: 3.0523 2022/07/27 02:02:13 - mmengine - INFO - Epoch(train) [21][3020/3757] lr: 9.6985e-03 eta: 2 days, 17:23:50 time: 0.3920 data_time: 0.0152 memory: 17007 grad_norm: 4.9403 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0906 loss: 3.0906 2022/07/27 02:02:21 - mmengine - INFO - Epoch(train) [21][3040/3757] lr: 9.6985e-03 eta: 2 days, 17:23:43 time: 0.3951 data_time: 0.0165 memory: 17007 grad_norm: 4.7666 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9568 loss: 2.9568 2022/07/27 02:02:29 - mmengine - INFO - Epoch(train) [21][3060/3757] lr: 9.6985e-03 eta: 2 days, 17:23:35 time: 0.3942 data_time: 0.0162 memory: 17007 grad_norm: 4.7380 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8420 loss: 2.8420 2022/07/27 02:02:36 - mmengine - INFO - Epoch(train) [21][3080/3757] lr: 9.6985e-03 eta: 2 days, 17:23:27 time: 0.3932 data_time: 0.0157 memory: 17007 grad_norm: 4.7956 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1041 loss: 3.1041 2022/07/27 02:02:44 - mmengine - INFO - Epoch(train) [21][3100/3757] lr: 9.6985e-03 eta: 2 days, 17:23:19 time: 0.3928 data_time: 0.0138 memory: 17007 grad_norm: 4.8418 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2072 loss: 3.2072 2022/07/27 02:02:52 - mmengine - INFO - Epoch(train) [21][3120/3757] lr: 9.6985e-03 eta: 2 days, 17:23:11 time: 0.3918 data_time: 0.0158 memory: 17007 grad_norm: 4.9441 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0443 loss: 3.0443 2022/07/27 02:03:00 - mmengine - INFO - Epoch(train) [21][3140/3757] lr: 9.6985e-03 eta: 2 days, 17:23:03 time: 0.3958 data_time: 0.0147 memory: 17007 grad_norm: 4.8591 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.1165 loss: 3.1165 2022/07/27 02:03:08 - mmengine - INFO - Epoch(train) [21][3160/3757] lr: 9.6985e-03 eta: 2 days, 17:22:56 time: 0.3942 data_time: 0.0165 memory: 17007 grad_norm: 4.9119 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0480 loss: 3.0480 2022/07/27 02:03:16 - mmengine - INFO - Epoch(train) [21][3180/3757] lr: 9.6985e-03 eta: 2 days, 17:22:47 time: 0.3919 data_time: 0.0131 memory: 17007 grad_norm: 4.9491 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0632 loss: 3.0632 2022/07/27 02:03:24 - mmengine - INFO - Epoch(train) [21][3200/3757] lr: 9.6985e-03 eta: 2 days, 17:22:39 time: 0.3916 data_time: 0.0160 memory: 17007 grad_norm: 4.8182 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7720 loss: 2.7720 2022/07/27 02:03:31 - mmengine - INFO - Epoch(train) [21][3220/3757] lr: 9.6985e-03 eta: 2 days, 17:22:31 time: 0.3920 data_time: 0.0139 memory: 17007 grad_norm: 4.9743 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8870 loss: 2.8870 2022/07/27 02:03:39 - mmengine - INFO - Epoch(train) [21][3240/3757] lr: 9.6985e-03 eta: 2 days, 17:22:24 time: 0.3980 data_time: 0.0159 memory: 17007 grad_norm: 4.7121 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9129 loss: 2.9129 2022/07/27 02:03:47 - mmengine - INFO - Epoch(train) [21][3260/3757] lr: 9.6985e-03 eta: 2 days, 17:22:16 time: 0.3918 data_time: 0.0156 memory: 17007 grad_norm: 4.8263 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6671 loss: 2.6671 2022/07/27 02:03:55 - mmengine - INFO - Epoch(train) [21][3280/3757] lr: 9.6985e-03 eta: 2 days, 17:22:08 time: 0.3927 data_time: 0.0171 memory: 17007 grad_norm: 4.8437 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9505 loss: 2.9505 2022/07/27 02:04:03 - mmengine - INFO - Epoch(train) [21][3300/3757] lr: 9.6985e-03 eta: 2 days, 17:21:59 time: 0.3910 data_time: 0.0147 memory: 17007 grad_norm: 4.7405 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3843 loss: 3.3843 2022/07/27 02:04:11 - mmengine - INFO - Epoch(train) [21][3320/3757] lr: 9.6985e-03 eta: 2 days, 17:21:52 time: 0.3944 data_time: 0.0161 memory: 17007 grad_norm: 4.8354 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0051 loss: 3.0051 2022/07/27 02:04:19 - mmengine - INFO - Epoch(train) [21][3340/3757] lr: 9.6985e-03 eta: 2 days, 17:21:44 time: 0.3924 data_time: 0.0158 memory: 17007 grad_norm: 4.9164 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9982 loss: 2.9982 2022/07/27 02:04:27 - mmengine - INFO - Epoch(train) [21][3360/3757] lr: 9.6985e-03 eta: 2 days, 17:21:36 time: 0.3947 data_time: 0.0163 memory: 17007 grad_norm: 4.7446 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1976 loss: 3.1976 2022/07/27 02:04:34 - mmengine - INFO - Epoch(train) [21][3380/3757] lr: 9.6985e-03 eta: 2 days, 17:21:28 time: 0.3922 data_time: 0.0145 memory: 17007 grad_norm: 4.7475 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8308 loss: 2.8308 2022/07/27 02:04:42 - mmengine - INFO - Epoch(train) [21][3400/3757] lr: 9.6985e-03 eta: 2 days, 17:21:20 time: 0.3911 data_time: 0.0156 memory: 17007 grad_norm: 4.7055 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0548 loss: 3.0548 2022/07/27 02:04:50 - mmengine - INFO - Epoch(train) [21][3420/3757] lr: 9.6985e-03 eta: 2 days, 17:21:11 time: 0.3918 data_time: 0.0137 memory: 17007 grad_norm: 4.7895 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7652 loss: 2.7652 2022/07/27 02:04:58 - mmengine - INFO - Epoch(train) [21][3440/3757] lr: 9.6985e-03 eta: 2 days, 17:21:04 time: 0.3934 data_time: 0.0167 memory: 17007 grad_norm: 4.9006 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8946 loss: 2.8946 2022/07/27 02:05:06 - mmengine - INFO - Epoch(train) [21][3460/3757] lr: 9.6985e-03 eta: 2 days, 17:20:55 time: 0.3913 data_time: 0.0135 memory: 17007 grad_norm: 4.8272 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0770 loss: 3.0770 2022/07/27 02:05:14 - mmengine - INFO - Epoch(train) [21][3480/3757] lr: 9.6985e-03 eta: 2 days, 17:20:47 time: 0.3915 data_time: 0.0159 memory: 17007 grad_norm: 4.8416 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1457 loss: 3.1457 2022/07/27 02:05:22 - mmengine - INFO - Epoch(train) [21][3500/3757] lr: 9.6985e-03 eta: 2 days, 17:20:40 time: 0.4003 data_time: 0.0147 memory: 17007 grad_norm: 4.7419 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9812 loss: 2.9812 2022/07/27 02:05:30 - mmengine - INFO - Epoch(train) [21][3520/3757] lr: 9.6985e-03 eta: 2 days, 17:20:32 time: 0.3934 data_time: 0.0165 memory: 17007 grad_norm: 4.8025 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.2142 loss: 3.2142 2022/07/27 02:05:37 - mmengine - INFO - Epoch(train) [21][3540/3757] lr: 9.6985e-03 eta: 2 days, 17:20:25 time: 0.3943 data_time: 0.0128 memory: 17007 grad_norm: 5.0858 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.7716 loss: 2.7716 2022/07/27 02:05:45 - mmengine - INFO - Epoch(train) [21][3560/3757] lr: 9.6985e-03 eta: 2 days, 17:20:17 time: 0.3928 data_time: 0.0155 memory: 17007 grad_norm: 4.8465 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8249 loss: 2.8249 2022/07/27 02:05:53 - mmengine - INFO - Epoch(train) [21][3580/3757] lr: 9.6985e-03 eta: 2 days, 17:20:08 time: 0.3901 data_time: 0.0136 memory: 17007 grad_norm: 5.0647 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2519 loss: 3.2519 2022/07/27 02:06:01 - mmengine - INFO - Epoch(train) [21][3600/3757] lr: 9.6985e-03 eta: 2 days, 17:20:00 time: 0.3940 data_time: 0.0168 memory: 17007 grad_norm: 4.7998 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7820 loss: 2.7820 2022/07/27 02:06:09 - mmengine - INFO - Epoch(train) [21][3620/3757] lr: 9.6985e-03 eta: 2 days, 17:19:53 time: 0.3990 data_time: 0.0141 memory: 17007 grad_norm: 4.7694 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9490 loss: 2.9490 2022/07/27 02:06:17 - mmengine - INFO - Epoch(train) [21][3640/3757] lr: 9.6985e-03 eta: 2 days, 17:19:45 time: 0.3939 data_time: 0.0173 memory: 17007 grad_norm: 4.8286 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8749 loss: 2.8749 2022/07/27 02:06:25 - mmengine - INFO - Epoch(train) [21][3660/3757] lr: 9.6985e-03 eta: 2 days, 17:19:38 time: 0.3945 data_time: 0.0133 memory: 17007 grad_norm: 4.7371 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1149 loss: 3.1149 2022/07/27 02:06:33 - mmengine - INFO - Epoch(train) [21][3680/3757] lr: 9.6985e-03 eta: 2 days, 17:19:29 time: 0.3915 data_time: 0.0153 memory: 17007 grad_norm: 5.0038 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1236 loss: 3.1236 2022/07/27 02:06:40 - mmengine - INFO - Epoch(train) [21][3700/3757] lr: 9.6985e-03 eta: 2 days, 17:19:21 time: 0.3920 data_time: 0.0136 memory: 17007 grad_norm: 4.9578 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9497 loss: 2.9497 2022/07/27 02:06:48 - mmengine - INFO - Epoch(train) [21][3720/3757] lr: 9.6985e-03 eta: 2 days, 17:19:14 time: 0.3944 data_time: 0.0156 memory: 17007 grad_norm: 4.9460 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2177 loss: 3.2177 2022/07/27 02:06:56 - mmengine - INFO - Epoch(train) [21][3740/3757] lr: 9.6985e-03 eta: 2 days, 17:19:05 time: 0.3922 data_time: 0.0141 memory: 17007 grad_norm: 4.8911 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8700 loss: 2.8700 2022/07/27 02:07:03 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/27 02:07:03 - mmengine - INFO - Epoch(train) [21][3757/3757] lr: 9.6985e-03 eta: 2 days, 17:19:05 time: 0.3890 data_time: 0.0161 memory: 17007 grad_norm: 4.9614 top1_acc: 0.2857 top5_acc: 0.2857 loss_cls: 2.9924 loss: 2.9924 2022/07/27 02:07:03 - mmengine - INFO - Saving checkpoint at 21 epochs 2022/07/27 02:07:14 - mmengine - INFO - Epoch(train) [22][20/3757] lr: 9.6679e-03 eta: 2 days, 17:18:11 time: 0.4625 data_time: 0.0855 memory: 17007 grad_norm: 4.7275 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0025 loss: 3.0025 2022/07/27 02:07:22 - mmengine - INFO - Epoch(train) [22][40/3757] lr: 9.6679e-03 eta: 2 days, 17:18:03 time: 0.3944 data_time: 0.0165 memory: 17007 grad_norm: 4.8434 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9644 loss: 2.9644 2022/07/27 02:07:30 - mmengine - INFO - Epoch(train) [22][60/3757] lr: 9.6679e-03 eta: 2 days, 17:17:55 time: 0.3919 data_time: 0.0150 memory: 17007 grad_norm: 4.7290 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8129 loss: 2.8129 2022/07/27 02:07:37 - mmengine - INFO - Epoch(train) [22][80/3757] lr: 9.6679e-03 eta: 2 days, 17:17:47 time: 0.3917 data_time: 0.0159 memory: 17007 grad_norm: 5.0060 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8463 loss: 2.8463 2022/07/27 02:07:45 - mmengine - INFO - Epoch(train) [22][100/3757] lr: 9.6679e-03 eta: 2 days, 17:17:39 time: 0.3934 data_time: 0.0143 memory: 17007 grad_norm: 4.9045 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1832 loss: 3.1832 2022/07/27 02:07:46 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/27 02:07:53 - mmengine - INFO - Epoch(train) [22][120/3757] lr: 9.6679e-03 eta: 2 days, 17:17:32 time: 0.3978 data_time: 0.0166 memory: 17007 grad_norm: 4.9900 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0268 loss: 3.0268 2022/07/27 02:08:01 - mmengine - INFO - Epoch(train) [22][140/3757] lr: 9.6679e-03 eta: 2 days, 17:17:23 time: 0.3915 data_time: 0.0144 memory: 17007 grad_norm: 4.7705 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1992 loss: 3.1992 2022/07/27 02:08:09 - mmengine - INFO - Epoch(train) [22][160/3757] lr: 9.6679e-03 eta: 2 days, 17:17:16 time: 0.3956 data_time: 0.0168 memory: 17007 grad_norm: 4.8543 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7767 loss: 2.7767 2022/07/27 02:08:17 - mmengine - INFO - Epoch(train) [22][180/3757] lr: 9.6679e-03 eta: 2 days, 17:17:08 time: 0.3913 data_time: 0.0145 memory: 17007 grad_norm: 4.9566 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1810 loss: 3.1810 2022/07/27 02:08:25 - mmengine - INFO - Epoch(train) [22][200/3757] lr: 9.6679e-03 eta: 2 days, 17:17:00 time: 0.3922 data_time: 0.0158 memory: 17007 grad_norm: 4.8072 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0141 loss: 3.0141 2022/07/27 02:08:32 - mmengine - INFO - Epoch(train) [22][220/3757] lr: 9.6679e-03 eta: 2 days, 17:16:51 time: 0.3910 data_time: 0.0144 memory: 17007 grad_norm: 4.9249 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8048 loss: 2.8048 2022/07/27 02:08:40 - mmengine - INFO - Epoch(train) [22][240/3757] lr: 9.6679e-03 eta: 2 days, 17:16:43 time: 0.3932 data_time: 0.0157 memory: 17007 grad_norm: 4.9279 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8837 loss: 2.8837 2022/07/27 02:08:48 - mmengine - INFO - Epoch(train) [22][260/3757] lr: 9.6679e-03 eta: 2 days, 17:16:36 time: 0.3943 data_time: 0.0161 memory: 17007 grad_norm: 4.8372 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5073 loss: 3.5073 2022/07/27 02:08:56 - mmengine - INFO - Epoch(train) [22][280/3757] lr: 9.6679e-03 eta: 2 days, 17:16:27 time: 0.3916 data_time: 0.0155 memory: 17007 grad_norm: 4.9832 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.9246 loss: 2.9246 2022/07/27 02:09:04 - mmengine - INFO - Epoch(train) [22][300/3757] lr: 9.6679e-03 eta: 2 days, 17:16:19 time: 0.3922 data_time: 0.0150 memory: 17007 grad_norm: 5.0866 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1506 loss: 3.1506 2022/07/27 02:09:12 - mmengine - INFO - Epoch(train) [22][320/3757] lr: 9.6679e-03 eta: 2 days, 17:16:11 time: 0.3925 data_time: 0.0153 memory: 17007 grad_norm: 4.7817 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9763 loss: 2.9763 2022/07/27 02:09:20 - mmengine - INFO - Epoch(train) [22][340/3757] lr: 9.6679e-03 eta: 2 days, 17:16:03 time: 0.3906 data_time: 0.0135 memory: 17007 grad_norm: 4.9087 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.7023 loss: 2.7023 2022/07/27 02:09:27 - mmengine - INFO - Epoch(train) [22][360/3757] lr: 9.6679e-03 eta: 2 days, 17:15:55 time: 0.3903 data_time: 0.0161 memory: 17007 grad_norm: 4.6642 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1138 loss: 3.1138 2022/07/27 02:09:35 - mmengine - INFO - Epoch(train) [22][380/3757] lr: 9.6679e-03 eta: 2 days, 17:15:47 time: 0.3956 data_time: 0.0144 memory: 17007 grad_norm: 5.0061 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0212 loss: 3.0212 2022/07/27 02:09:43 - mmengine - INFO - Epoch(train) [22][400/3757] lr: 9.6679e-03 eta: 2 days, 17:15:39 time: 0.3908 data_time: 0.0155 memory: 17007 grad_norm: 5.0106 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3163 loss: 3.3163 2022/07/27 02:09:51 - mmengine - INFO - Epoch(train) [22][420/3757] lr: 9.6679e-03 eta: 2 days, 17:15:31 time: 0.3924 data_time: 0.0155 memory: 17007 grad_norm: 5.0396 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7895 loss: 2.7895 2022/07/27 02:09:59 - mmengine - INFO - Epoch(train) [22][440/3757] lr: 9.6679e-03 eta: 2 days, 17:15:23 time: 0.3947 data_time: 0.0164 memory: 17007 grad_norm: 5.0596 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.2436 loss: 3.2436 2022/07/27 02:10:07 - mmengine - INFO - Epoch(train) [22][460/3757] lr: 9.6679e-03 eta: 2 days, 17:15:15 time: 0.3920 data_time: 0.0163 memory: 17007 grad_norm: 4.9486 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8218 loss: 2.8218 2022/07/27 02:10:15 - mmengine - INFO - Epoch(train) [22][480/3757] lr: 9.6679e-03 eta: 2 days, 17:15:07 time: 0.3942 data_time: 0.0180 memory: 17007 grad_norm: 4.7703 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.7942 loss: 2.7942 2022/07/27 02:10:22 - mmengine - INFO - Epoch(train) [22][500/3757] lr: 9.6679e-03 eta: 2 days, 17:14:59 time: 0.3904 data_time: 0.0144 memory: 17007 grad_norm: 4.7931 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9591 loss: 2.9591 2022/07/27 02:10:30 - mmengine - INFO - Epoch(train) [22][520/3757] lr: 9.6679e-03 eta: 2 days, 17:14:51 time: 0.3932 data_time: 0.0165 memory: 17007 grad_norm: 4.8182 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9180 loss: 2.9180 2022/07/27 02:10:38 - mmengine - INFO - Epoch(train) [22][540/3757] lr: 9.6679e-03 eta: 2 days, 17:14:43 time: 0.3921 data_time: 0.0154 memory: 17007 grad_norm: 4.9023 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9298 loss: 2.9298 2022/07/27 02:10:46 - mmengine - INFO - Epoch(train) [22][560/3757] lr: 9.6679e-03 eta: 2 days, 17:14:35 time: 0.3924 data_time: 0.0163 memory: 17007 grad_norm: 4.9696 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2140 loss: 3.2140 2022/07/27 02:10:54 - mmengine - INFO - Epoch(train) [22][580/3757] lr: 9.6679e-03 eta: 2 days, 17:14:26 time: 0.3903 data_time: 0.0154 memory: 17007 grad_norm: 4.9111 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0438 loss: 3.0438 2022/07/27 02:11:02 - mmengine - INFO - Epoch(train) [22][600/3757] lr: 9.6679e-03 eta: 2 days, 17:14:19 time: 0.3992 data_time: 0.0154 memory: 17007 grad_norm: 4.8272 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9298 loss: 2.9298 2022/07/27 02:11:10 - mmengine - INFO - Epoch(train) [22][620/3757] lr: 9.6679e-03 eta: 2 days, 17:14:11 time: 0.3935 data_time: 0.0150 memory: 17007 grad_norm: 4.8270 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9567 loss: 2.9567 2022/07/27 02:11:17 - mmengine - INFO - Epoch(train) [22][640/3757] lr: 9.6679e-03 eta: 2 days, 17:14:03 time: 0.3918 data_time: 0.0159 memory: 17007 grad_norm: 4.9968 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7377 loss: 2.7377 2022/07/27 02:11:25 - mmengine - INFO - Epoch(train) [22][660/3757] lr: 9.6679e-03 eta: 2 days, 17:13:56 time: 0.3945 data_time: 0.0161 memory: 17007 grad_norm: 4.9004 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7672 loss: 2.7672 2022/07/27 02:11:33 - mmengine - INFO - Epoch(train) [22][680/3757] lr: 9.6679e-03 eta: 2 days, 17:13:48 time: 0.3918 data_time: 0.0165 memory: 17007 grad_norm: 5.0483 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8784 loss: 2.8784 2022/07/27 02:11:41 - mmengine - INFO - Epoch(train) [22][700/3757] lr: 9.6679e-03 eta: 2 days, 17:13:40 time: 0.3979 data_time: 0.0149 memory: 17007 grad_norm: 4.8529 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1053 loss: 3.1053 2022/07/27 02:11:49 - mmengine - INFO - Epoch(train) [22][720/3757] lr: 9.6679e-03 eta: 2 days, 17:13:32 time: 0.3932 data_time: 0.0160 memory: 17007 grad_norm: 4.7689 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9250 loss: 2.9250 2022/07/27 02:11:57 - mmengine - INFO - Epoch(train) [22][740/3757] lr: 9.6679e-03 eta: 2 days, 17:13:24 time: 0.3931 data_time: 0.0163 memory: 17007 grad_norm: 4.7056 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8320 loss: 2.8320 2022/07/27 02:12:05 - mmengine - INFO - Epoch(train) [22][760/3757] lr: 9.6679e-03 eta: 2 days, 17:13:16 time: 0.3910 data_time: 0.0160 memory: 17007 grad_norm: 4.8883 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2246 loss: 3.2246 2022/07/27 02:12:13 - mmengine - INFO - Epoch(train) [22][780/3757] lr: 9.6679e-03 eta: 2 days, 17:13:09 time: 0.4010 data_time: 0.0158 memory: 17007 grad_norm: 4.8072 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6139 loss: 2.6139 2022/07/27 02:12:21 - mmengine - INFO - Epoch(train) [22][800/3757] lr: 9.6679e-03 eta: 2 days, 17:13:02 time: 0.3948 data_time: 0.0168 memory: 17007 grad_norm: 4.7849 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7528 loss: 2.7528 2022/07/27 02:12:28 - mmengine - INFO - Epoch(train) [22][820/3757] lr: 9.6679e-03 eta: 2 days, 17:12:53 time: 0.3909 data_time: 0.0152 memory: 17007 grad_norm: 5.0610 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.4419 loss: 3.4419 2022/07/27 02:12:36 - mmengine - INFO - Epoch(train) [22][840/3757] lr: 9.6679e-03 eta: 2 days, 17:12:45 time: 0.3928 data_time: 0.0164 memory: 17007 grad_norm: 4.8445 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5782 loss: 2.5782 2022/07/27 02:12:44 - mmengine - INFO - Epoch(train) [22][860/3757] lr: 9.6679e-03 eta: 2 days, 17:12:37 time: 0.3912 data_time: 0.0148 memory: 17007 grad_norm: 4.7939 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8047 loss: 2.8047 2022/07/27 02:12:52 - mmengine - INFO - Epoch(train) [22][880/3757] lr: 9.6679e-03 eta: 2 days, 17:12:30 time: 0.3950 data_time: 0.0171 memory: 17007 grad_norm: 4.9490 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8525 loss: 2.8525 2022/07/27 02:13:00 - mmengine - INFO - Epoch(train) [22][900/3757] lr: 9.6679e-03 eta: 2 days, 17:12:21 time: 0.3912 data_time: 0.0151 memory: 17007 grad_norm: 5.3554 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0727 loss: 3.0727 2022/07/27 02:13:08 - mmengine - INFO - Epoch(train) [22][920/3757] lr: 9.6679e-03 eta: 2 days, 17:12:14 time: 0.3954 data_time: 0.0158 memory: 17007 grad_norm: 4.9568 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7691 loss: 2.7691 2022/07/27 02:13:16 - mmengine - INFO - Epoch(train) [22][940/3757] lr: 9.6679e-03 eta: 2 days, 17:12:06 time: 0.3916 data_time: 0.0156 memory: 17007 grad_norm: 4.9761 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8670 loss: 2.8670 2022/07/27 02:13:23 - mmengine - INFO - Epoch(train) [22][960/3757] lr: 9.6679e-03 eta: 2 days, 17:11:58 time: 0.3931 data_time: 0.0158 memory: 17007 grad_norm: 4.8632 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9885 loss: 2.9885 2022/07/27 02:13:31 - mmengine - INFO - Epoch(train) [22][980/3757] lr: 9.6679e-03 eta: 2 days, 17:11:49 time: 0.3904 data_time: 0.0142 memory: 17007 grad_norm: 4.9145 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0769 loss: 3.0769 2022/07/27 02:13:39 - mmengine - INFO - Epoch(train) [22][1000/3757] lr: 9.6679e-03 eta: 2 days, 17:11:42 time: 0.3949 data_time: 0.0164 memory: 17007 grad_norm: 4.8263 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8485 loss: 2.8485 2022/07/27 02:13:47 - mmengine - INFO - Epoch(train) [22][1020/3757] lr: 9.6679e-03 eta: 2 days, 17:11:34 time: 0.3929 data_time: 0.0157 memory: 17007 grad_norm: 4.8645 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0462 loss: 3.0462 2022/07/27 02:13:55 - mmengine - INFO - Epoch(train) [22][1040/3757] lr: 9.6679e-03 eta: 2 days, 17:11:26 time: 0.3914 data_time: 0.0160 memory: 17007 grad_norm: 4.8954 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0385 loss: 3.0385 2022/07/27 02:14:03 - mmengine - INFO - Epoch(train) [22][1060/3757] lr: 9.6679e-03 eta: 2 days, 17:11:18 time: 0.3952 data_time: 0.0165 memory: 17007 grad_norm: 4.9031 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7902 loss: 2.7902 2022/07/27 02:14:11 - mmengine - INFO - Epoch(train) [22][1080/3757] lr: 9.6679e-03 eta: 2 days, 17:11:10 time: 0.3929 data_time: 0.0169 memory: 17007 grad_norm: 4.9639 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8017 loss: 2.8017 2022/07/27 02:14:19 - mmengine - INFO - Epoch(train) [22][1100/3757] lr: 9.6679e-03 eta: 2 days, 17:11:02 time: 0.3942 data_time: 0.0155 memory: 17007 grad_norm: 4.9291 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3108 loss: 3.3108 2022/07/27 02:14:20 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/27 02:14:26 - mmengine - INFO - Epoch(train) [22][1120/3757] lr: 9.6679e-03 eta: 2 days, 17:10:54 time: 0.3934 data_time: 0.0166 memory: 17007 grad_norm: 4.9480 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0933 loss: 3.0933 2022/07/27 02:14:34 - mmengine - INFO - Epoch(train) [22][1140/3757] lr: 9.6679e-03 eta: 2 days, 17:10:46 time: 0.3921 data_time: 0.0153 memory: 17007 grad_norm: 4.9973 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9799 loss: 2.9799 2022/07/27 02:14:42 - mmengine - INFO - Epoch(train) [22][1160/3757] lr: 9.6679e-03 eta: 2 days, 17:10:39 time: 0.3984 data_time: 0.0159 memory: 17007 grad_norm: 4.9834 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1976 loss: 3.1976 2022/07/27 02:14:50 - mmengine - INFO - Epoch(train) [22][1180/3757] lr: 9.6679e-03 eta: 2 days, 17:10:31 time: 0.3958 data_time: 0.0159 memory: 17007 grad_norm: 4.7578 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9268 loss: 2.9268 2022/07/27 02:14:58 - mmengine - INFO - Epoch(train) [22][1200/3757] lr: 9.6679e-03 eta: 2 days, 17:10:24 time: 0.3992 data_time: 0.0162 memory: 17007 grad_norm: 4.9410 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1209 loss: 3.1209 2022/07/27 02:15:06 - mmengine - INFO - Epoch(train) [22][1220/3757] lr: 9.6679e-03 eta: 2 days, 17:10:17 time: 0.3936 data_time: 0.0159 memory: 17007 grad_norm: 4.8194 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3421 loss: 3.3421 2022/07/27 02:15:14 - mmengine - INFO - Epoch(train) [22][1240/3757] lr: 9.6679e-03 eta: 2 days, 17:10:08 time: 0.3910 data_time: 0.0161 memory: 17007 grad_norm: 4.8868 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1263 loss: 3.1263 2022/07/27 02:15:22 - mmengine - INFO - Epoch(train) [22][1260/3757] lr: 9.6679e-03 eta: 2 days, 17:10:00 time: 0.3919 data_time: 0.0149 memory: 17007 grad_norm: 5.0046 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0004 loss: 3.0004 2022/07/27 02:15:30 - mmengine - INFO - Epoch(train) [22][1280/3757] lr: 9.6679e-03 eta: 2 days, 17:09:53 time: 0.3952 data_time: 0.0183 memory: 17007 grad_norm: 4.8136 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1593 loss: 3.1593 2022/07/27 02:15:37 - mmengine - INFO - Epoch(train) [22][1300/3757] lr: 9.6679e-03 eta: 2 days, 17:09:45 time: 0.3944 data_time: 0.0154 memory: 17007 grad_norm: 4.8860 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7094 loss: 2.7094 2022/07/27 02:15:45 - mmengine - INFO - Epoch(train) [22][1320/3757] lr: 9.6679e-03 eta: 2 days, 17:09:37 time: 0.3920 data_time: 0.0155 memory: 17007 grad_norm: 4.9880 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8478 loss: 2.8478 2022/07/27 02:15:53 - mmengine - INFO - Epoch(train) [22][1340/3757] lr: 9.6679e-03 eta: 2 days, 17:09:29 time: 0.3917 data_time: 0.0165 memory: 17007 grad_norm: 4.9827 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9249 loss: 2.9249 2022/07/27 02:16:01 - mmengine - INFO - Epoch(train) [22][1360/3757] lr: 9.6679e-03 eta: 2 days, 17:09:22 time: 0.4025 data_time: 0.0152 memory: 17007 grad_norm: 5.0117 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1672 loss: 3.1672 2022/07/27 02:16:09 - mmengine - INFO - Epoch(train) [22][1380/3757] lr: 9.6679e-03 eta: 2 days, 17:09:14 time: 0.3926 data_time: 0.0146 memory: 17007 grad_norm: 5.1498 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8151 loss: 2.8151 2022/07/27 02:16:17 - mmengine - INFO - Epoch(train) [22][1400/3757] lr: 9.6679e-03 eta: 2 days, 17:09:06 time: 0.3931 data_time: 0.0169 memory: 17007 grad_norm: 4.8953 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1679 loss: 3.1679 2022/07/27 02:16:25 - mmengine - INFO - Epoch(train) [22][1420/3757] lr: 9.6679e-03 eta: 2 days, 17:08:58 time: 0.3917 data_time: 0.0161 memory: 17007 grad_norm: 4.7698 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0162 loss: 3.0162 2022/07/27 02:16:33 - mmengine - INFO - Epoch(train) [22][1440/3757] lr: 9.6679e-03 eta: 2 days, 17:08:50 time: 0.3935 data_time: 0.0155 memory: 17007 grad_norm: 5.0421 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2381 loss: 3.2381 2022/07/27 02:16:40 - mmengine - INFO - Epoch(train) [22][1460/3757] lr: 9.6679e-03 eta: 2 days, 17:08:43 time: 0.3958 data_time: 0.0161 memory: 17007 grad_norm: 4.9487 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7600 loss: 2.7600 2022/07/27 02:16:48 - mmengine - INFO - Epoch(train) [22][1480/3757] lr: 9.6679e-03 eta: 2 days, 17:08:35 time: 0.3938 data_time: 0.0168 memory: 17007 grad_norm: 5.0231 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1836 loss: 3.1836 2022/07/27 02:16:56 - mmengine - INFO - Epoch(train) [22][1500/3757] lr: 9.6679e-03 eta: 2 days, 17:08:27 time: 0.3969 data_time: 0.0188 memory: 17007 grad_norm: 4.9203 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.9946 loss: 2.9946 2022/07/27 02:17:04 - mmengine - INFO - Epoch(train) [22][1520/3757] lr: 9.6679e-03 eta: 2 days, 17:08:19 time: 0.3924 data_time: 0.0165 memory: 17007 grad_norm: 4.9989 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9399 loss: 2.9399 2022/07/27 02:17:12 - mmengine - INFO - Epoch(train) [22][1540/3757] lr: 9.6679e-03 eta: 2 days, 17:08:11 time: 0.3904 data_time: 0.0147 memory: 17007 grad_norm: 5.0095 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1663 loss: 3.1663 2022/07/27 02:17:20 - mmengine - INFO - Epoch(train) [22][1560/3757] lr: 9.6679e-03 eta: 2 days, 17:08:04 time: 0.4012 data_time: 0.0173 memory: 17007 grad_norm: 5.0577 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9919 loss: 2.9919 2022/07/27 02:17:28 - mmengine - INFO - Epoch(train) [22][1580/3757] lr: 9.6679e-03 eta: 2 days, 17:07:56 time: 0.3925 data_time: 0.0148 memory: 17007 grad_norm: 4.9292 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2288 loss: 3.2288 2022/07/27 02:17:36 - mmengine - INFO - Epoch(train) [22][1600/3757] lr: 9.6679e-03 eta: 2 days, 17:07:48 time: 0.3921 data_time: 0.0155 memory: 17007 grad_norm: 5.0477 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8410 loss: 2.8410 2022/07/27 02:17:44 - mmengine - INFO - Epoch(train) [22][1620/3757] lr: 9.6679e-03 eta: 2 days, 17:07:40 time: 0.3913 data_time: 0.0140 memory: 17007 grad_norm: 4.9033 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4975 loss: 2.4975 2022/07/27 02:17:51 - mmengine - INFO - Epoch(train) [22][1640/3757] lr: 9.6679e-03 eta: 2 days, 17:07:32 time: 0.3931 data_time: 0.0163 memory: 17007 grad_norm: 4.9302 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9386 loss: 2.9386 2022/07/27 02:17:59 - mmengine - INFO - Epoch(train) [22][1660/3757] lr: 9.6679e-03 eta: 2 days, 17:07:24 time: 0.3919 data_time: 0.0153 memory: 17007 grad_norm: 4.9740 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9161 loss: 2.9161 2022/07/27 02:18:07 - mmengine - INFO - Epoch(train) [22][1680/3757] lr: 9.6679e-03 eta: 2 days, 17:07:16 time: 0.3922 data_time: 0.0168 memory: 17007 grad_norm: 4.9959 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9389 loss: 2.9389 2022/07/27 02:18:15 - mmengine - INFO - Epoch(train) [22][1700/3757] lr: 9.6679e-03 eta: 2 days, 17:07:08 time: 0.3922 data_time: 0.0157 memory: 17007 grad_norm: 4.8494 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9597 loss: 2.9597 2022/07/27 02:18:23 - mmengine - INFO - Epoch(train) [22][1720/3757] lr: 9.6679e-03 eta: 2 days, 17:07:00 time: 0.3924 data_time: 0.0166 memory: 17007 grad_norm: 4.9521 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0382 loss: 3.0382 2022/07/27 02:18:31 - mmengine - INFO - Epoch(train) [22][1740/3757] lr: 9.6679e-03 eta: 2 days, 17:06:51 time: 0.3918 data_time: 0.0151 memory: 17007 grad_norm: 4.7841 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9469 loss: 2.9469 2022/07/27 02:18:38 - mmengine - INFO - Epoch(train) [22][1760/3757] lr: 9.6679e-03 eta: 2 days, 17:06:44 time: 0.3938 data_time: 0.0158 memory: 17007 grad_norm: 4.8276 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2219 loss: 3.2219 2022/07/27 02:18:46 - mmengine - INFO - Epoch(train) [22][1780/3757] lr: 9.6679e-03 eta: 2 days, 17:06:36 time: 0.3928 data_time: 0.0157 memory: 17007 grad_norm: 4.8262 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1087 loss: 3.1087 2022/07/27 02:18:54 - mmengine - INFO - Epoch(train) [22][1800/3757] lr: 9.6679e-03 eta: 2 days, 17:06:28 time: 0.3934 data_time: 0.0168 memory: 17007 grad_norm: 4.8587 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9442 loss: 2.9442 2022/07/27 02:19:02 - mmengine - INFO - Epoch(train) [22][1820/3757] lr: 9.6679e-03 eta: 2 days, 17:06:20 time: 0.3926 data_time: 0.0155 memory: 17007 grad_norm: 5.0214 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9781 loss: 2.9781 2022/07/27 02:19:10 - mmengine - INFO - Epoch(train) [22][1840/3757] lr: 9.6679e-03 eta: 2 days, 17:06:13 time: 0.3987 data_time: 0.0162 memory: 17007 grad_norm: 4.8736 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1011 loss: 3.1011 2022/07/27 02:19:18 - mmengine - INFO - Epoch(train) [22][1860/3757] lr: 9.6679e-03 eta: 2 days, 17:06:05 time: 0.3981 data_time: 0.0150 memory: 17007 grad_norm: 4.9349 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1457 loss: 3.1457 2022/07/27 02:19:26 - mmengine - INFO - Epoch(train) [22][1880/3757] lr: 9.6679e-03 eta: 2 days, 17:05:57 time: 0.3915 data_time: 0.0156 memory: 17007 grad_norm: 4.8387 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9635 loss: 2.9635 2022/07/27 02:19:34 - mmengine - INFO - Epoch(train) [22][1900/3757] lr: 9.6679e-03 eta: 2 days, 17:05:49 time: 0.3913 data_time: 0.0157 memory: 17007 grad_norm: 4.8751 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2285 loss: 3.2285 2022/07/27 02:19:42 - mmengine - INFO - Epoch(train) [22][1920/3757] lr: 9.6679e-03 eta: 2 days, 17:05:42 time: 0.3980 data_time: 0.0190 memory: 17007 grad_norm: 4.9386 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1244 loss: 3.1244 2022/07/27 02:19:49 - mmengine - INFO - Epoch(train) [22][1940/3757] lr: 9.6679e-03 eta: 2 days, 17:05:34 time: 0.3923 data_time: 0.0152 memory: 17007 grad_norm: 5.0770 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8391 loss: 2.8391 2022/07/27 02:19:57 - mmengine - INFO - Epoch(train) [22][1960/3757] lr: 9.6679e-03 eta: 2 days, 17:05:26 time: 0.3942 data_time: 0.0172 memory: 17007 grad_norm: 4.9787 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2121 loss: 3.2121 2022/07/27 02:20:05 - mmengine - INFO - Epoch(train) [22][1980/3757] lr: 9.6679e-03 eta: 2 days, 17:05:18 time: 0.3918 data_time: 0.0155 memory: 17007 grad_norm: 4.8423 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.8455 loss: 2.8455 2022/07/27 02:20:13 - mmengine - INFO - Epoch(train) [22][2000/3757] lr: 9.6679e-03 eta: 2 days, 17:05:11 time: 0.3970 data_time: 0.0174 memory: 17007 grad_norm: 4.8740 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1977 loss: 3.1977 2022/07/27 02:20:21 - mmengine - INFO - Epoch(train) [22][2020/3757] lr: 9.6679e-03 eta: 2 days, 17:05:02 time: 0.3919 data_time: 0.0143 memory: 17007 grad_norm: 4.7579 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9040 loss: 2.9040 2022/07/27 02:20:29 - mmengine - INFO - Epoch(train) [22][2040/3757] lr: 9.6679e-03 eta: 2 days, 17:04:55 time: 0.3935 data_time: 0.0164 memory: 17007 grad_norm: 4.7309 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7550 loss: 2.7550 2022/07/27 02:20:37 - mmengine - INFO - Epoch(train) [22][2060/3757] lr: 9.6679e-03 eta: 2 days, 17:04:46 time: 0.3916 data_time: 0.0149 memory: 17007 grad_norm: 5.0327 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7659 loss: 2.7659 2022/07/27 02:20:45 - mmengine - INFO - Epoch(train) [22][2080/3757] lr: 9.6679e-03 eta: 2 days, 17:04:38 time: 0.3928 data_time: 0.0167 memory: 17007 grad_norm: 4.8313 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8415 loss: 2.8415 2022/07/27 02:20:52 - mmengine - INFO - Epoch(train) [22][2100/3757] lr: 9.6679e-03 eta: 2 days, 17:04:30 time: 0.3923 data_time: 0.0152 memory: 17007 grad_norm: 4.9134 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3166 loss: 3.3166 2022/07/27 02:20:54 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/27 02:21:00 - mmengine - INFO - Epoch(train) [22][2120/3757] lr: 9.6679e-03 eta: 2 days, 17:04:23 time: 0.3944 data_time: 0.0172 memory: 17007 grad_norm: 4.7919 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9306 loss: 2.9306 2022/07/27 02:21:08 - mmengine - INFO - Epoch(train) [22][2140/3757] lr: 9.6679e-03 eta: 2 days, 17:04:14 time: 0.3918 data_time: 0.0154 memory: 17007 grad_norm: 5.0115 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7952 loss: 2.7952 2022/07/27 02:21:16 - mmengine - INFO - Epoch(train) [22][2160/3757] lr: 9.6679e-03 eta: 2 days, 17:04:06 time: 0.3928 data_time: 0.0166 memory: 17007 grad_norm: 4.8401 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8515 loss: 2.8515 2022/07/27 02:21:24 - mmengine - INFO - Epoch(train) [22][2180/3757] lr: 9.6679e-03 eta: 2 days, 17:03:58 time: 0.3905 data_time: 0.0148 memory: 17007 grad_norm: 4.8371 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8812 loss: 2.8812 2022/07/27 02:21:32 - mmengine - INFO - Epoch(train) [22][2200/3757] lr: 9.6679e-03 eta: 2 days, 17:03:50 time: 0.3936 data_time: 0.0156 memory: 17007 grad_norm: 4.8075 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.8405 loss: 2.8405 2022/07/27 02:21:40 - mmengine - INFO - Epoch(train) [22][2220/3757] lr: 9.6679e-03 eta: 2 days, 17:03:42 time: 0.3930 data_time: 0.0156 memory: 17007 grad_norm: 5.1285 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9530 loss: 2.9530 2022/07/27 02:21:47 - mmengine - INFO - Epoch(train) [22][2240/3757] lr: 9.6679e-03 eta: 2 days, 17:03:34 time: 0.3927 data_time: 0.0171 memory: 17007 grad_norm: 5.0269 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.0731 loss: 3.0731 2022/07/27 02:21:55 - mmengine - INFO - Epoch(train) [22][2260/3757] lr: 9.6679e-03 eta: 2 days, 17:03:26 time: 0.3915 data_time: 0.0149 memory: 17007 grad_norm: 4.9898 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8707 loss: 2.8707 2022/07/27 02:22:03 - mmengine - INFO - Epoch(train) [22][2280/3757] lr: 9.6679e-03 eta: 2 days, 17:03:18 time: 0.3928 data_time: 0.0164 memory: 17007 grad_norm: 4.8351 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8808 loss: 2.8808 2022/07/27 02:22:11 - mmengine - INFO - Epoch(train) [22][2300/3757] lr: 9.6679e-03 eta: 2 days, 17:03:10 time: 0.3908 data_time: 0.0155 memory: 17007 grad_norm: 4.8016 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9733 loss: 2.9733 2022/07/27 02:22:19 - mmengine - INFO - Epoch(train) [22][2320/3757] lr: 9.6679e-03 eta: 2 days, 17:03:02 time: 0.3941 data_time: 0.0170 memory: 17007 grad_norm: 4.9800 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0125 loss: 3.0125 2022/07/27 02:22:27 - mmengine - INFO - Epoch(train) [22][2340/3757] lr: 9.6679e-03 eta: 2 days, 17:02:54 time: 0.3915 data_time: 0.0150 memory: 17007 grad_norm: 5.0374 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1234 loss: 3.1234 2022/07/27 02:22:34 - mmengine - INFO - Epoch(train) [22][2360/3757] lr: 9.6679e-03 eta: 2 days, 17:02:46 time: 0.3915 data_time: 0.0160 memory: 17007 grad_norm: 4.9010 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9345 loss: 2.9345 2022/07/27 02:22:42 - mmengine - INFO - Epoch(train) [22][2380/3757] lr: 9.6679e-03 eta: 2 days, 17:02:39 time: 0.3980 data_time: 0.0152 memory: 17007 grad_norm: 4.8955 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0612 loss: 3.0612 2022/07/27 02:22:50 - mmengine - INFO - Epoch(train) [22][2400/3757] lr: 9.6679e-03 eta: 2 days, 17:02:31 time: 0.3946 data_time: 0.0168 memory: 17007 grad_norm: 4.8042 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1300 loss: 3.1300 2022/07/27 02:22:58 - mmengine - INFO - Epoch(train) [22][2420/3757] lr: 9.6679e-03 eta: 2 days, 17:02:23 time: 0.3908 data_time: 0.0144 memory: 17007 grad_norm: 4.8882 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1345 loss: 3.1345 2022/07/27 02:23:06 - mmengine - INFO - Epoch(train) [22][2440/3757] lr: 9.6679e-03 eta: 2 days, 17:02:15 time: 0.3937 data_time: 0.0174 memory: 17007 grad_norm: 4.9542 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0688 loss: 3.0688 2022/07/27 02:23:14 - mmengine - INFO - Epoch(train) [22][2460/3757] lr: 9.6679e-03 eta: 2 days, 17:02:07 time: 0.3937 data_time: 0.0143 memory: 17007 grad_norm: 4.8454 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9776 loss: 2.9776 2022/07/27 02:23:22 - mmengine - INFO - Epoch(train) [22][2480/3757] lr: 9.6679e-03 eta: 2 days, 17:01:59 time: 0.3937 data_time: 0.0164 memory: 17007 grad_norm: 4.8572 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8378 loss: 2.8378 2022/07/27 02:23:30 - mmengine - INFO - Epoch(train) [22][2500/3757] lr: 9.6679e-03 eta: 2 days, 17:01:52 time: 0.4003 data_time: 0.0162 memory: 17007 grad_norm: 4.9280 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0823 loss: 3.0823 2022/07/27 02:23:38 - mmengine - INFO - Epoch(train) [22][2520/3757] lr: 9.6679e-03 eta: 2 days, 17:01:44 time: 0.3932 data_time: 0.0159 memory: 17007 grad_norm: 5.0911 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1623 loss: 3.1623 2022/07/27 02:23:46 - mmengine - INFO - Epoch(train) [22][2540/3757] lr: 9.6679e-03 eta: 2 days, 17:01:36 time: 0.3939 data_time: 0.0170 memory: 17007 grad_norm: 4.9176 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9634 loss: 2.9634 2022/07/27 02:23:53 - mmengine - INFO - Epoch(train) [22][2560/3757] lr: 9.6679e-03 eta: 2 days, 17:01:29 time: 0.3989 data_time: 0.0153 memory: 17007 grad_norm: 5.0549 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7296 loss: 2.7296 2022/07/27 02:24:01 - mmengine - INFO - Epoch(train) [22][2580/3757] lr: 9.6679e-03 eta: 2 days, 17:01:21 time: 0.3935 data_time: 0.0159 memory: 17007 grad_norm: 4.8551 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2033 loss: 3.2033 2022/07/27 02:24:09 - mmengine - INFO - Epoch(train) [22][2600/3757] lr: 9.6679e-03 eta: 2 days, 17:01:14 time: 0.3951 data_time: 0.0165 memory: 17007 grad_norm: 4.9455 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9218 loss: 2.9218 2022/07/27 02:24:17 - mmengine - INFO - Epoch(train) [22][2620/3757] lr: 9.6679e-03 eta: 2 days, 17:01:06 time: 0.3917 data_time: 0.0153 memory: 17007 grad_norm: 4.8798 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.2117 loss: 3.2117 2022/07/27 02:24:25 - mmengine - INFO - Epoch(train) [22][2640/3757] lr: 9.6679e-03 eta: 2 days, 17:00:58 time: 0.3943 data_time: 0.0181 memory: 17007 grad_norm: 4.7560 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9386 loss: 2.9386 2022/07/27 02:24:33 - mmengine - INFO - Epoch(train) [22][2660/3757] lr: 9.6679e-03 eta: 2 days, 17:00:50 time: 0.3936 data_time: 0.0165 memory: 17007 grad_norm: 4.8096 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0119 loss: 3.0119 2022/07/27 02:24:41 - mmengine - INFO - Epoch(train) [22][2680/3757] lr: 9.6679e-03 eta: 2 days, 17:00:42 time: 0.3928 data_time: 0.0165 memory: 17007 grad_norm: 4.8738 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0779 loss: 3.0779 2022/07/27 02:24:49 - mmengine - INFO - Epoch(train) [22][2700/3757] lr: 9.6679e-03 eta: 2 days, 17:00:34 time: 0.3952 data_time: 0.0172 memory: 17007 grad_norm: 4.8984 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7892 loss: 2.7892 2022/07/27 02:24:57 - mmengine - INFO - Epoch(train) [22][2720/3757] lr: 9.6679e-03 eta: 2 days, 17:00:27 time: 0.3939 data_time: 0.0159 memory: 17007 grad_norm: 4.8813 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1395 loss: 3.1395 2022/07/27 02:25:04 - mmengine - INFO - Epoch(train) [22][2740/3757] lr: 9.6679e-03 eta: 2 days, 17:00:18 time: 0.3919 data_time: 0.0151 memory: 17007 grad_norm: 4.8607 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8533 loss: 2.8533 2022/07/27 02:25:12 - mmengine - INFO - Epoch(train) [22][2760/3757] lr: 9.6679e-03 eta: 2 days, 17:00:11 time: 0.3937 data_time: 0.0166 memory: 17007 grad_norm: 4.6926 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9499 loss: 2.9499 2022/07/27 02:25:20 - mmengine - INFO - Epoch(train) [22][2780/3757] lr: 9.6679e-03 eta: 2 days, 17:00:03 time: 0.3953 data_time: 0.0158 memory: 17007 grad_norm: 4.8508 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1175 loss: 3.1175 2022/07/27 02:25:28 - mmengine - INFO - Epoch(train) [22][2800/3757] lr: 9.6679e-03 eta: 2 days, 16:59:55 time: 0.3919 data_time: 0.0154 memory: 17007 grad_norm: 4.8086 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9554 loss: 2.9554 2022/07/27 02:25:36 - mmengine - INFO - Epoch(train) [22][2820/3757] lr: 9.6679e-03 eta: 2 days, 16:59:47 time: 0.3912 data_time: 0.0154 memory: 17007 grad_norm: 4.9651 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2643 loss: 3.2643 2022/07/27 02:25:44 - mmengine - INFO - Epoch(train) [22][2840/3757] lr: 9.6679e-03 eta: 2 days, 16:59:39 time: 0.3943 data_time: 0.0168 memory: 17007 grad_norm: 5.1603 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1733 loss: 3.1733 2022/07/27 02:25:52 - mmengine - INFO - Epoch(train) [22][2860/3757] lr: 9.6679e-03 eta: 2 days, 16:59:31 time: 0.3932 data_time: 0.0168 memory: 17007 grad_norm: 4.8763 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0253 loss: 3.0253 2022/07/27 02:25:59 - mmengine - INFO - Epoch(train) [22][2880/3757] lr: 9.6679e-03 eta: 2 days, 16:59:23 time: 0.3947 data_time: 0.0171 memory: 17007 grad_norm: 4.9537 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0608 loss: 3.0608 2022/07/27 02:26:07 - mmengine - INFO - Epoch(train) [22][2900/3757] lr: 9.6679e-03 eta: 2 days, 16:59:15 time: 0.3923 data_time: 0.0158 memory: 17007 grad_norm: 5.0117 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.7086 loss: 2.7086 2022/07/27 02:26:15 - mmengine - INFO - Epoch(train) [22][2920/3757] lr: 9.6679e-03 eta: 2 days, 16:59:07 time: 0.3939 data_time: 0.0169 memory: 17007 grad_norm: 4.8399 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8775 loss: 2.8775 2022/07/27 02:26:23 - mmengine - INFO - Epoch(train) [22][2940/3757] lr: 9.6679e-03 eta: 2 days, 16:58:59 time: 0.3934 data_time: 0.0148 memory: 17007 grad_norm: 4.9038 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.0954 loss: 3.0954 2022/07/27 02:26:31 - mmengine - INFO - Epoch(train) [22][2960/3757] lr: 9.6679e-03 eta: 2 days, 16:58:52 time: 0.3980 data_time: 0.0160 memory: 17007 grad_norm: 4.7416 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.0431 loss: 3.0431 2022/07/27 02:26:39 - mmengine - INFO - Epoch(train) [22][2980/3757] lr: 9.6679e-03 eta: 2 days, 16:58:44 time: 0.3934 data_time: 0.0163 memory: 17007 grad_norm: 4.8392 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2083 loss: 3.2083 2022/07/27 02:26:47 - mmengine - INFO - Epoch(train) [22][3000/3757] lr: 9.6679e-03 eta: 2 days, 16:58:36 time: 0.3919 data_time: 0.0157 memory: 17007 grad_norm: 5.0654 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9297 loss: 2.9297 2022/07/27 02:26:55 - mmengine - INFO - Epoch(train) [22][3020/3757] lr: 9.6679e-03 eta: 2 days, 16:58:28 time: 0.3928 data_time: 0.0154 memory: 17007 grad_norm: 4.9600 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9381 loss: 2.9381 2022/07/27 02:27:03 - mmengine - INFO - Epoch(train) [22][3040/3757] lr: 9.6679e-03 eta: 2 days, 16:58:21 time: 0.3969 data_time: 0.0163 memory: 17007 grad_norm: 4.9967 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1603 loss: 3.1603 2022/07/27 02:27:10 - mmengine - INFO - Epoch(train) [22][3060/3757] lr: 9.6679e-03 eta: 2 days, 16:58:13 time: 0.3916 data_time: 0.0146 memory: 17007 grad_norm: 4.9046 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0052 loss: 3.0052 2022/07/27 02:27:18 - mmengine - INFO - Epoch(train) [22][3080/3757] lr: 9.6679e-03 eta: 2 days, 16:58:05 time: 0.3942 data_time: 0.0171 memory: 17007 grad_norm: 5.0420 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1971 loss: 3.1971 2022/07/27 02:27:26 - mmengine - INFO - Epoch(train) [22][3100/3757] lr: 9.6679e-03 eta: 2 days, 16:57:57 time: 0.3924 data_time: 0.0142 memory: 17007 grad_norm: 4.9633 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1478 loss: 3.1478 2022/07/27 02:27:27 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/27 02:27:34 - mmengine - INFO - Epoch(train) [22][3120/3757] lr: 9.6679e-03 eta: 2 days, 16:57:49 time: 0.3919 data_time: 0.0154 memory: 17007 grad_norm: 4.9529 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5679 loss: 3.5679 2022/07/27 02:27:42 - mmengine - INFO - Epoch(train) [22][3140/3757] lr: 9.6679e-03 eta: 2 days, 16:57:41 time: 0.3970 data_time: 0.0161 memory: 17007 grad_norm: 4.9663 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9324 loss: 2.9324 2022/07/27 02:27:50 - mmengine - INFO - Epoch(train) [22][3160/3757] lr: 9.6679e-03 eta: 2 days, 16:57:36 time: 0.4089 data_time: 0.0160 memory: 17007 grad_norm: 5.2443 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0467 loss: 3.0467 2022/07/27 02:27:58 - mmengine - INFO - Epoch(train) [22][3180/3757] lr: 9.6679e-03 eta: 2 days, 16:57:28 time: 0.3963 data_time: 0.0149 memory: 17007 grad_norm: 5.0733 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8852 loss: 2.8852 2022/07/27 02:28:06 - mmengine - INFO - Epoch(train) [22][3200/3757] lr: 9.6679e-03 eta: 2 days, 16:57:20 time: 0.3912 data_time: 0.0156 memory: 17007 grad_norm: 4.9237 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0212 loss: 3.0212 2022/07/27 02:28:14 - mmengine - INFO - Epoch(train) [22][3220/3757] lr: 9.6679e-03 eta: 2 days, 16:57:12 time: 0.3930 data_time: 0.0141 memory: 17007 grad_norm: 4.8710 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.3176 loss: 3.3176 2022/07/27 02:28:22 - mmengine - INFO - Epoch(train) [22][3240/3757] lr: 9.6679e-03 eta: 2 days, 16:57:04 time: 0.3921 data_time: 0.0156 memory: 17007 grad_norm: 4.7418 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0318 loss: 3.0318 2022/07/27 02:28:29 - mmengine - INFO - Epoch(train) [22][3260/3757] lr: 9.6679e-03 eta: 2 days, 16:56:57 time: 0.3961 data_time: 0.0162 memory: 17007 grad_norm: 5.0460 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1421 loss: 3.1421 2022/07/27 02:28:37 - mmengine - INFO - Epoch(train) [22][3280/3757] lr: 9.6679e-03 eta: 2 days, 16:56:49 time: 0.3928 data_time: 0.0163 memory: 17007 grad_norm: 4.8902 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1424 loss: 3.1424 2022/07/27 02:28:45 - mmengine - INFO - Epoch(train) [22][3300/3757] lr: 9.6679e-03 eta: 2 days, 16:56:40 time: 0.3911 data_time: 0.0151 memory: 17007 grad_norm: 4.9392 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8313 loss: 2.8313 2022/07/27 02:28:53 - mmengine - INFO - Epoch(train) [22][3320/3757] lr: 9.6679e-03 eta: 2 days, 16:56:32 time: 0.3927 data_time: 0.0169 memory: 17007 grad_norm: 5.0542 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.9873 loss: 2.9873 2022/07/27 02:29:01 - mmengine - INFO - Epoch(train) [22][3340/3757] lr: 9.6679e-03 eta: 2 days, 16:56:24 time: 0.3914 data_time: 0.0153 memory: 17007 grad_norm: 4.9911 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8461 loss: 2.8461 2022/07/27 02:29:09 - mmengine - INFO - Epoch(train) [22][3360/3757] lr: 9.6679e-03 eta: 2 days, 16:56:16 time: 0.3940 data_time: 0.0167 memory: 17007 grad_norm: 4.9794 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7233 loss: 2.7233 2022/07/27 02:29:17 - mmengine - INFO - Epoch(train) [22][3380/3757] lr: 9.6679e-03 eta: 2 days, 16:56:08 time: 0.3914 data_time: 0.0146 memory: 17007 grad_norm: 4.8827 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7055 loss: 2.7055 2022/07/27 02:29:24 - mmengine - INFO - Epoch(train) [22][3400/3757] lr: 9.6679e-03 eta: 2 days, 16:56:00 time: 0.3915 data_time: 0.0149 memory: 17007 grad_norm: 4.7232 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9426 loss: 2.9426 2022/07/27 02:29:32 - mmengine - INFO - Epoch(train) [22][3420/3757] lr: 9.6679e-03 eta: 2 days, 16:55:52 time: 0.3959 data_time: 0.0164 memory: 17007 grad_norm: 5.0664 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0871 loss: 3.0871 2022/07/27 02:29:40 - mmengine - INFO - Epoch(train) [22][3440/3757] lr: 9.6679e-03 eta: 2 days, 16:55:44 time: 0.3927 data_time: 0.0162 memory: 17007 grad_norm: 4.9302 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9721 loss: 2.9721 2022/07/27 02:29:48 - mmengine - INFO - Epoch(train) [22][3460/3757] lr: 9.6679e-03 eta: 2 days, 16:55:37 time: 0.3938 data_time: 0.0157 memory: 17007 grad_norm: 4.9035 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1879 loss: 3.1879 2022/07/27 02:29:56 - mmengine - INFO - Epoch(train) [22][3480/3757] lr: 9.6679e-03 eta: 2 days, 16:55:29 time: 0.3918 data_time: 0.0167 memory: 17007 grad_norm: 4.9460 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9637 loss: 2.9637 2022/07/27 02:30:04 - mmengine - INFO - Epoch(train) [22][3500/3757] lr: 9.6679e-03 eta: 2 days, 16:55:20 time: 0.3906 data_time: 0.0148 memory: 17007 grad_norm: 5.0761 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0235 loss: 3.0235 2022/07/27 02:30:12 - mmengine - INFO - Epoch(train) [22][3520/3757] lr: 9.6679e-03 eta: 2 days, 16:55:12 time: 0.3943 data_time: 0.0167 memory: 17007 grad_norm: 5.0575 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9490 loss: 2.9490 2022/07/27 02:30:19 - mmengine - INFO - Epoch(train) [22][3540/3757] lr: 9.6679e-03 eta: 2 days, 16:55:04 time: 0.3923 data_time: 0.0165 memory: 17007 grad_norm: 5.0448 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.0830 loss: 3.0830 2022/07/27 02:30:27 - mmengine - INFO - Epoch(train) [22][3560/3757] lr: 9.6679e-03 eta: 2 days, 16:54:57 time: 0.3943 data_time: 0.0176 memory: 17007 grad_norm: 4.8696 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7706 loss: 2.7706 2022/07/27 02:30:35 - mmengine - INFO - Epoch(train) [22][3580/3757] lr: 9.6679e-03 eta: 2 days, 16:54:48 time: 0.3913 data_time: 0.0157 memory: 17007 grad_norm: 5.0080 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9160 loss: 2.9160 2022/07/27 02:30:43 - mmengine - INFO - Epoch(train) [22][3600/3757] lr: 9.6679e-03 eta: 2 days, 16:54:41 time: 0.3933 data_time: 0.0165 memory: 17007 grad_norm: 5.3319 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.6237 loss: 2.6237 2022/07/27 02:30:51 - mmengine - INFO - Epoch(train) [22][3620/3757] lr: 9.6679e-03 eta: 2 days, 16:54:33 time: 0.3925 data_time: 0.0159 memory: 17007 grad_norm: 4.9725 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8233 loss: 2.8233 2022/07/27 02:30:59 - mmengine - INFO - Epoch(train) [22][3640/3757] lr: 9.6679e-03 eta: 2 days, 16:54:25 time: 0.3946 data_time: 0.0172 memory: 17007 grad_norm: 5.0364 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7858 loss: 2.7858 2022/07/27 02:31:07 - mmengine - INFO - Epoch(train) [22][3660/3757] lr: 9.6679e-03 eta: 2 days, 16:54:17 time: 0.3928 data_time: 0.0159 memory: 17007 grad_norm: 4.9774 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0207 loss: 3.0207 2022/07/27 02:31:14 - mmengine - INFO - Epoch(train) [22][3680/3757] lr: 9.6679e-03 eta: 2 days, 16:54:09 time: 0.3931 data_time: 0.0160 memory: 17007 grad_norm: 5.0440 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0241 loss: 3.0241 2022/07/27 02:31:22 - mmengine - INFO - Epoch(train) [22][3700/3757] lr: 9.6679e-03 eta: 2 days, 16:54:01 time: 0.3923 data_time: 0.0166 memory: 17007 grad_norm: 5.0499 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1004 loss: 3.1004 2022/07/27 02:31:30 - mmengine - INFO - Epoch(train) [22][3720/3757] lr: 9.6679e-03 eta: 2 days, 16:53:53 time: 0.3936 data_time: 0.0159 memory: 17007 grad_norm: 5.0816 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3225 loss: 3.3225 2022/07/27 02:31:38 - mmengine - INFO - Epoch(train) [22][3740/3757] lr: 9.6679e-03 eta: 2 days, 16:53:45 time: 0.3929 data_time: 0.0155 memory: 17007 grad_norm: 5.0623 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9000 loss: 2.9000 2022/07/27 02:31:45 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/27 02:31:45 - mmengine - INFO - Epoch(train) [22][3757/3757] lr: 9.6679e-03 eta: 2 days, 16:53:45 time: 0.3905 data_time: 0.0167 memory: 17007 grad_norm: 5.0903 top1_acc: 0.2857 top5_acc: 0.4286 loss_cls: 3.2518 loss: 3.2518 2022/07/27 02:31:45 - mmengine - INFO - Saving checkpoint at 22 epochs 2022/07/27 02:31:56 - mmengine - INFO - Epoch(train) [23][20/3757] lr: 9.6359e-03 eta: 2 days, 16:52:53 time: 0.4651 data_time: 0.0883 memory: 17007 grad_norm: 4.8101 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9884 loss: 2.9884 2022/07/27 02:32:04 - mmengine - INFO - Epoch(train) [23][40/3757] lr: 9.6359e-03 eta: 2 days, 16:52:45 time: 0.3935 data_time: 0.0159 memory: 17007 grad_norm: 4.8157 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7725 loss: 2.7725 2022/07/27 02:32:12 - mmengine - INFO - Epoch(train) [23][60/3757] lr: 9.6359e-03 eta: 2 days, 16:52:37 time: 0.3937 data_time: 0.0169 memory: 17007 grad_norm: 4.9473 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9275 loss: 2.9275 2022/07/27 02:32:19 - mmengine - INFO - Epoch(train) [23][80/3757] lr: 9.6359e-03 eta: 2 days, 16:52:29 time: 0.3929 data_time: 0.0152 memory: 17007 grad_norm: 4.8715 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.8015 loss: 2.8015 2022/07/27 02:32:27 - mmengine - INFO - Epoch(train) [23][100/3757] lr: 9.6359e-03 eta: 2 days, 16:52:21 time: 0.3923 data_time: 0.0157 memory: 17007 grad_norm: 4.8700 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8452 loss: 2.8452 2022/07/27 02:32:35 - mmengine - INFO - Epoch(train) [23][120/3757] lr: 9.6359e-03 eta: 2 days, 16:52:13 time: 0.3915 data_time: 0.0155 memory: 17007 grad_norm: 4.9553 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8095 loss: 2.8095 2022/07/27 02:32:43 - mmengine - INFO - Epoch(train) [23][140/3757] lr: 9.6359e-03 eta: 2 days, 16:52:06 time: 0.3989 data_time: 0.0149 memory: 17007 grad_norm: 4.8925 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9417 loss: 2.9417 2022/07/27 02:32:51 - mmengine - INFO - Epoch(train) [23][160/3757] lr: 9.6359e-03 eta: 2 days, 16:51:58 time: 0.3926 data_time: 0.0165 memory: 17007 grad_norm: 4.8645 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7578 loss: 2.7578 2022/07/27 02:32:59 - mmengine - INFO - Epoch(train) [23][180/3757] lr: 9.6359e-03 eta: 2 days, 16:51:50 time: 0.3949 data_time: 0.0167 memory: 17007 grad_norm: 5.0199 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7983 loss: 2.7983 2022/07/27 02:33:07 - mmengine - INFO - Epoch(train) [23][200/3757] lr: 9.6359e-03 eta: 2 days, 16:51:42 time: 0.3921 data_time: 0.0156 memory: 17007 grad_norm: 5.0290 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2659 loss: 3.2659 2022/07/27 02:33:14 - mmengine - INFO - Epoch(train) [23][220/3757] lr: 9.6359e-03 eta: 2 days, 16:51:34 time: 0.3917 data_time: 0.0154 memory: 17007 grad_norm: 4.8963 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8844 loss: 2.8844 2022/07/27 02:33:22 - mmengine - INFO - Epoch(train) [23][240/3757] lr: 9.6359e-03 eta: 2 days, 16:51:27 time: 0.4003 data_time: 0.0155 memory: 17007 grad_norm: 4.7894 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.1928 loss: 3.1928 2022/07/27 02:33:30 - mmengine - INFO - Epoch(train) [23][260/3757] lr: 9.6359e-03 eta: 2 days, 16:51:19 time: 0.3914 data_time: 0.0152 memory: 17007 grad_norm: 4.7229 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9206 loss: 2.9206 2022/07/27 02:33:38 - mmengine - INFO - Epoch(train) [23][280/3757] lr: 9.6359e-03 eta: 2 days, 16:51:12 time: 0.4014 data_time: 0.0193 memory: 17007 grad_norm: 4.6708 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.4060 loss: 3.4060 2022/07/27 02:33:46 - mmengine - INFO - Epoch(train) [23][300/3757] lr: 9.6359e-03 eta: 2 days, 16:51:04 time: 0.3909 data_time: 0.0152 memory: 17007 grad_norm: 4.8181 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8288 loss: 2.8288 2022/07/27 02:33:54 - mmengine - INFO - Epoch(train) [23][320/3757] lr: 9.6359e-03 eta: 2 days, 16:50:56 time: 0.3915 data_time: 0.0159 memory: 17007 grad_norm: 4.9949 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9983 loss: 2.9983 2022/07/27 02:34:02 - mmengine - INFO - Epoch(train) [23][340/3757] lr: 9.6359e-03 eta: 2 days, 16:50:48 time: 0.3962 data_time: 0.0150 memory: 17007 grad_norm: 4.9653 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9868 loss: 2.9868 2022/07/27 02:34:04 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/27 02:34:10 - mmengine - INFO - Epoch(train) [23][360/3757] lr: 9.6359e-03 eta: 2 days, 16:50:40 time: 0.3918 data_time: 0.0161 memory: 17007 grad_norm: 4.8973 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0188 loss: 3.0188 2022/07/27 02:34:18 - mmengine - INFO - Epoch(train) [23][380/3757] lr: 9.6359e-03 eta: 2 days, 16:50:33 time: 0.3998 data_time: 0.0159 memory: 17007 grad_norm: 4.9181 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1668 loss: 3.1668 2022/07/27 02:34:26 - mmengine - INFO - Epoch(train) [23][400/3757] lr: 9.6359e-03 eta: 2 days, 16:50:25 time: 0.3923 data_time: 0.0155 memory: 17007 grad_norm: 4.9866 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.0025 loss: 3.0025 2022/07/27 02:34:34 - mmengine - INFO - Epoch(train) [23][420/3757] lr: 9.6359e-03 eta: 2 days, 16:50:18 time: 0.3992 data_time: 0.0164 memory: 17007 grad_norm: 4.8189 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0087 loss: 3.0087 2022/07/27 02:34:42 - mmengine - INFO - Epoch(train) [23][440/3757] lr: 9.6359e-03 eta: 2 days, 16:50:11 time: 0.3968 data_time: 0.0158 memory: 17007 grad_norm: 4.8388 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6881 loss: 2.6881 2022/07/27 02:34:49 - mmengine - INFO - Epoch(train) [23][460/3757] lr: 9.6359e-03 eta: 2 days, 16:50:03 time: 0.3937 data_time: 0.0176 memory: 17007 grad_norm: 5.0493 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8510 loss: 2.8510 2022/07/27 02:34:57 - mmengine - INFO - Epoch(train) [23][480/3757] lr: 9.6359e-03 eta: 2 days, 16:49:55 time: 0.3928 data_time: 0.0156 memory: 17007 grad_norm: 4.9676 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6019 loss: 2.6019 2022/07/27 02:35:05 - mmengine - INFO - Epoch(train) [23][500/3757] lr: 9.6359e-03 eta: 2 days, 16:49:47 time: 0.3947 data_time: 0.0144 memory: 17007 grad_norm: 5.0218 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9444 loss: 2.9444 2022/07/27 02:35:13 - mmengine - INFO - Epoch(train) [23][520/3757] lr: 9.6359e-03 eta: 2 days, 16:49:39 time: 0.3921 data_time: 0.0156 memory: 17007 grad_norm: 4.9305 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1273 loss: 3.1273 2022/07/27 02:35:21 - mmengine - INFO - Epoch(train) [23][540/3757] lr: 9.6359e-03 eta: 2 days, 16:49:31 time: 0.3942 data_time: 0.0170 memory: 17007 grad_norm: 5.0543 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0518 loss: 3.0518 2022/07/27 02:35:29 - mmengine - INFO - Epoch(train) [23][560/3757] lr: 9.6359e-03 eta: 2 days, 16:49:23 time: 0.3909 data_time: 0.0161 memory: 17007 grad_norm: 4.8876 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9341 loss: 2.9341 2022/07/27 02:35:37 - mmengine - INFO - Epoch(train) [23][580/3757] lr: 9.6359e-03 eta: 2 days, 16:49:15 time: 0.3911 data_time: 0.0154 memory: 17007 grad_norm: 5.0357 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 3.1321 loss: 3.1321 2022/07/27 02:35:44 - mmengine - INFO - Epoch(train) [23][600/3757] lr: 9.6359e-03 eta: 2 days, 16:49:07 time: 0.3944 data_time: 0.0158 memory: 17007 grad_norm: 4.9725 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9775 loss: 2.9775 2022/07/27 02:35:52 - mmengine - INFO - Epoch(train) [23][620/3757] lr: 9.6359e-03 eta: 2 days, 16:48:59 time: 0.3901 data_time: 0.0143 memory: 17007 grad_norm: 5.0417 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2851 loss: 3.2851 2022/07/27 02:36:00 - mmengine - INFO - Epoch(train) [23][640/3757] lr: 9.6359e-03 eta: 2 days, 16:48:52 time: 0.4020 data_time: 0.0167 memory: 17007 grad_norm: 4.9434 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0170 loss: 3.0170 2022/07/27 02:36:08 - mmengine - INFO - Epoch(train) [23][660/3757] lr: 9.6359e-03 eta: 2 days, 16:48:44 time: 0.3930 data_time: 0.0155 memory: 17007 grad_norm: 4.9232 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7519 loss: 2.7519 2022/07/27 02:36:16 - mmengine - INFO - Epoch(train) [23][680/3757] lr: 9.6359e-03 eta: 2 days, 16:48:36 time: 0.3920 data_time: 0.0156 memory: 17007 grad_norm: 4.9351 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5864 loss: 2.5864 2022/07/27 02:36:24 - mmengine - INFO - Epoch(train) [23][700/3757] lr: 9.6359e-03 eta: 2 days, 16:48:29 time: 0.4010 data_time: 0.0140 memory: 17007 grad_norm: 4.8152 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6011 loss: 2.6011 2022/07/27 02:36:32 - mmengine - INFO - Epoch(train) [23][720/3757] lr: 9.6359e-03 eta: 2 days, 16:48:23 time: 0.4063 data_time: 0.0180 memory: 17007 grad_norm: 4.8876 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.6728 loss: 2.6728 2022/07/27 02:36:40 - mmengine - INFO - Epoch(train) [23][740/3757] lr: 9.6359e-03 eta: 2 days, 16:48:15 time: 0.3917 data_time: 0.0152 memory: 17007 grad_norm: 5.0112 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7486 loss: 2.7486 2022/07/27 02:36:48 - mmengine - INFO - Epoch(train) [23][760/3757] lr: 9.6359e-03 eta: 2 days, 16:48:08 time: 0.3971 data_time: 0.0187 memory: 17007 grad_norm: 4.8920 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9070 loss: 2.9070 2022/07/27 02:36:56 - mmengine - INFO - Epoch(train) [23][780/3757] lr: 9.6359e-03 eta: 2 days, 16:48:00 time: 0.3929 data_time: 0.0152 memory: 17007 grad_norm: 5.0501 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9482 loss: 2.9482 2022/07/27 02:37:04 - mmengine - INFO - Epoch(train) [23][800/3757] lr: 9.6359e-03 eta: 2 days, 16:47:52 time: 0.3916 data_time: 0.0151 memory: 17007 grad_norm: 5.1129 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1074 loss: 3.1074 2022/07/27 02:37:11 - mmengine - INFO - Epoch(train) [23][820/3757] lr: 9.6359e-03 eta: 2 days, 16:47:44 time: 0.3925 data_time: 0.0171 memory: 17007 grad_norm: 5.0476 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9656 loss: 2.9656 2022/07/27 02:37:19 - mmengine - INFO - Epoch(train) [23][840/3757] lr: 9.6359e-03 eta: 2 days, 16:47:35 time: 0.3906 data_time: 0.0156 memory: 17007 grad_norm: 4.7956 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6714 loss: 2.6714 2022/07/27 02:37:27 - mmengine - INFO - Epoch(train) [23][860/3757] lr: 9.6359e-03 eta: 2 days, 16:47:27 time: 0.3925 data_time: 0.0160 memory: 17007 grad_norm: 5.0535 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8932 loss: 2.8932 2022/07/27 02:37:35 - mmengine - INFO - Epoch(train) [23][880/3757] lr: 9.6359e-03 eta: 2 days, 16:47:20 time: 0.3973 data_time: 0.0158 memory: 17007 grad_norm: 4.8663 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0654 loss: 3.0654 2022/07/27 02:37:43 - mmengine - INFO - Epoch(train) [23][900/3757] lr: 9.6359e-03 eta: 2 days, 16:47:12 time: 0.3902 data_time: 0.0150 memory: 17007 grad_norm: 5.1408 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9423 loss: 2.9423 2022/07/27 02:37:51 - mmengine - INFO - Epoch(train) [23][920/3757] lr: 9.6359e-03 eta: 2 days, 16:47:04 time: 0.3956 data_time: 0.0165 memory: 17007 grad_norm: 5.0197 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 2.7995 loss: 2.7995 2022/07/27 02:37:59 - mmengine - INFO - Epoch(train) [23][940/3757] lr: 9.6359e-03 eta: 2 days, 16:46:56 time: 0.3927 data_time: 0.0161 memory: 17007 grad_norm: 4.8749 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1650 loss: 3.1650 2022/07/27 02:38:06 - mmengine - INFO - Epoch(train) [23][960/3757] lr: 9.6359e-03 eta: 2 days, 16:46:48 time: 0.3920 data_time: 0.0162 memory: 17007 grad_norm: 4.9218 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8984 loss: 2.8984 2022/07/27 02:38:15 - mmengine - INFO - Epoch(train) [23][980/3757] lr: 9.6359e-03 eta: 2 days, 16:46:41 time: 0.4025 data_time: 0.0162 memory: 17007 grad_norm: 4.9803 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.6593 loss: 2.6593 2022/07/27 02:38:22 - mmengine - INFO - Epoch(train) [23][1000/3757] lr: 9.6359e-03 eta: 2 days, 16:46:34 time: 0.3952 data_time: 0.0154 memory: 17007 grad_norm: 4.9840 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5549 loss: 2.5549 2022/07/27 02:38:31 - mmengine - INFO - Epoch(train) [23][1020/3757] lr: 9.6359e-03 eta: 2 days, 16:46:28 time: 0.4082 data_time: 0.0184 memory: 17007 grad_norm: 5.0441 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9629 loss: 2.9629 2022/07/27 02:38:38 - mmengine - INFO - Epoch(train) [23][1040/3757] lr: 9.6359e-03 eta: 2 days, 16:46:20 time: 0.3927 data_time: 0.0172 memory: 17007 grad_norm: 4.8677 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6946 loss: 2.6946 2022/07/27 02:38:46 - mmengine - INFO - Epoch(train) [23][1060/3757] lr: 9.6359e-03 eta: 2 days, 16:46:12 time: 0.3917 data_time: 0.0161 memory: 17007 grad_norm: 5.0194 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0497 loss: 3.0497 2022/07/27 02:38:54 - mmengine - INFO - Epoch(train) [23][1080/3757] lr: 9.6359e-03 eta: 2 days, 16:46:04 time: 0.3925 data_time: 0.0158 memory: 17007 grad_norm: 4.9252 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0331 loss: 3.0331 2022/07/27 02:39:02 - mmengine - INFO - Epoch(train) [23][1100/3757] lr: 9.6359e-03 eta: 2 days, 16:45:56 time: 0.3924 data_time: 0.0167 memory: 17007 grad_norm: 4.9929 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0412 loss: 3.0412 2022/07/27 02:39:10 - mmengine - INFO - Epoch(train) [23][1120/3757] lr: 9.6359e-03 eta: 2 days, 16:45:48 time: 0.3922 data_time: 0.0163 memory: 17007 grad_norm: 4.9248 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7736 loss: 2.7736 2022/07/27 02:39:18 - mmengine - INFO - Epoch(train) [23][1140/3757] lr: 9.6359e-03 eta: 2 days, 16:45:40 time: 0.3938 data_time: 0.0154 memory: 17007 grad_norm: 4.8238 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6039 loss: 2.6039 2022/07/27 02:39:26 - mmengine - INFO - Epoch(train) [23][1160/3757] lr: 9.6359e-03 eta: 2 days, 16:45:32 time: 0.3929 data_time: 0.0156 memory: 17007 grad_norm: 4.9342 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.5668 loss: 2.5668 2022/07/27 02:39:33 - mmengine - INFO - Epoch(train) [23][1180/3757] lr: 9.6359e-03 eta: 2 days, 16:45:24 time: 0.3948 data_time: 0.0172 memory: 17007 grad_norm: 4.9985 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7455 loss: 2.7455 2022/07/27 02:39:41 - mmengine - INFO - Epoch(train) [23][1200/3757] lr: 9.6359e-03 eta: 2 days, 16:45:16 time: 0.3910 data_time: 0.0154 memory: 17007 grad_norm: 5.0645 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1864 loss: 3.1864 2022/07/27 02:39:49 - mmengine - INFO - Epoch(train) [23][1220/3757] lr: 9.6359e-03 eta: 2 days, 16:45:08 time: 0.3929 data_time: 0.0158 memory: 17007 grad_norm: 5.0202 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7941 loss: 2.7941 2022/07/27 02:39:57 - mmengine - INFO - Epoch(train) [23][1240/3757] lr: 9.6359e-03 eta: 2 days, 16:45:00 time: 0.3911 data_time: 0.0158 memory: 17007 grad_norm: 4.8874 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0071 loss: 3.0071 2022/07/27 02:40:05 - mmengine - INFO - Epoch(train) [23][1260/3757] lr: 9.6359e-03 eta: 2 days, 16:44:52 time: 0.3917 data_time: 0.0145 memory: 17007 grad_norm: 5.0133 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0145 loss: 3.0145 2022/07/27 02:40:13 - mmengine - INFO - Epoch(train) [23][1280/3757] lr: 9.6359e-03 eta: 2 days, 16:44:44 time: 0.3937 data_time: 0.0161 memory: 17007 grad_norm: 5.2111 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0831 loss: 3.0831 2022/07/27 02:40:21 - mmengine - INFO - Epoch(train) [23][1300/3757] lr: 9.6359e-03 eta: 2 days, 16:44:36 time: 0.3940 data_time: 0.0149 memory: 17007 grad_norm: 5.0472 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8645 loss: 2.8645 2022/07/27 02:40:28 - mmengine - INFO - Epoch(train) [23][1320/3757] lr: 9.6359e-03 eta: 2 days, 16:44:28 time: 0.3933 data_time: 0.0157 memory: 17007 grad_norm: 4.9120 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7646 loss: 2.7646 2022/07/27 02:40:36 - mmengine - INFO - Epoch(train) [23][1340/3757] lr: 9.6359e-03 eta: 2 days, 16:44:20 time: 0.3913 data_time: 0.0156 memory: 17007 grad_norm: 5.0107 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.9548 loss: 2.9548 2022/07/27 02:40:39 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/27 02:40:44 - mmengine - INFO - Epoch(train) [23][1360/3757] lr: 9.6359e-03 eta: 2 days, 16:44:12 time: 0.3909 data_time: 0.0149 memory: 17007 grad_norm: 4.9779 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7359 loss: 2.7359 2022/07/27 02:40:52 - mmengine - INFO - Epoch(train) [23][1380/3757] lr: 9.6359e-03 eta: 2 days, 16:44:04 time: 0.3937 data_time: 0.0169 memory: 17007 grad_norm: 4.9677 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1957 loss: 3.1957 2022/07/27 02:41:00 - mmengine - INFO - Epoch(train) [23][1400/3757] lr: 9.6359e-03 eta: 2 days, 16:43:56 time: 0.3945 data_time: 0.0152 memory: 17007 grad_norm: 4.9774 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8715 loss: 2.8715 2022/07/27 02:41:08 - mmengine - INFO - Epoch(train) [23][1420/3757] lr: 9.6359e-03 eta: 2 days, 16:43:48 time: 0.3897 data_time: 0.0137 memory: 17007 grad_norm: 4.8958 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9162 loss: 2.9162 2022/07/27 02:41:16 - mmengine - INFO - Epoch(train) [23][1440/3757] lr: 9.6359e-03 eta: 2 days, 16:43:40 time: 0.3941 data_time: 0.0173 memory: 17007 grad_norm: 4.9847 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8303 loss: 2.8303 2022/07/27 02:41:23 - mmengine - INFO - Epoch(train) [23][1460/3757] lr: 9.6359e-03 eta: 2 days, 16:43:32 time: 0.3923 data_time: 0.0154 memory: 17007 grad_norm: 4.9870 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7228 loss: 2.7228 2022/07/27 02:41:31 - mmengine - INFO - Epoch(train) [23][1480/3757] lr: 9.6359e-03 eta: 2 days, 16:43:24 time: 0.3932 data_time: 0.0159 memory: 17007 grad_norm: 5.2141 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9285 loss: 2.9285 2022/07/27 02:41:39 - mmengine - INFO - Epoch(train) [23][1500/3757] lr: 9.6359e-03 eta: 2 days, 16:43:16 time: 0.3957 data_time: 0.0168 memory: 17007 grad_norm: 7.8669 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8844 loss: 2.8844 2022/07/27 02:41:47 - mmengine - INFO - Epoch(train) [23][1520/3757] lr: 9.6359e-03 eta: 2 days, 16:43:08 time: 0.3914 data_time: 0.0156 memory: 17007 grad_norm: 5.5467 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0820 loss: 3.0820 2022/07/27 02:41:55 - mmengine - INFO - Epoch(train) [23][1540/3757] lr: 9.6359e-03 eta: 2 days, 16:43:00 time: 0.3936 data_time: 0.0153 memory: 17007 grad_norm: 5.2497 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9817 loss: 2.9817 2022/07/27 02:42:03 - mmengine - INFO - Epoch(train) [23][1560/3757] lr: 9.6359e-03 eta: 2 days, 16:42:53 time: 0.3998 data_time: 0.0159 memory: 17007 grad_norm: 5.1938 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1112 loss: 3.1112 2022/07/27 02:42:11 - mmengine - INFO - Epoch(train) [23][1580/3757] lr: 9.6359e-03 eta: 2 days, 16:42:45 time: 0.3920 data_time: 0.0165 memory: 17007 grad_norm: 5.1573 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.2694 loss: 3.2694 2022/07/27 02:42:19 - mmengine - INFO - Epoch(train) [23][1600/3757] lr: 9.6359e-03 eta: 2 days, 16:42:37 time: 0.3933 data_time: 0.0165 memory: 17007 grad_norm: 5.0362 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.4378 loss: 3.4378 2022/07/27 02:42:26 - mmengine - INFO - Epoch(train) [23][1620/3757] lr: 9.6359e-03 eta: 2 days, 16:42:29 time: 0.3909 data_time: 0.0154 memory: 17007 grad_norm: 5.1159 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8268 loss: 2.8268 2022/07/27 02:42:34 - mmengine - INFO - Epoch(train) [23][1640/3757] lr: 9.6359e-03 eta: 2 days, 16:42:21 time: 0.3943 data_time: 0.0157 memory: 17007 grad_norm: 5.1841 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0853 loss: 3.0853 2022/07/27 02:42:42 - mmengine - INFO - Epoch(train) [23][1660/3757] lr: 9.6359e-03 eta: 2 days, 16:42:13 time: 0.3922 data_time: 0.0154 memory: 17007 grad_norm: 4.8338 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.5813 loss: 2.5813 2022/07/27 02:42:50 - mmengine - INFO - Epoch(train) [23][1680/3757] lr: 9.6359e-03 eta: 2 days, 16:42:06 time: 0.3942 data_time: 0.0161 memory: 17007 grad_norm: 4.9675 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7587 loss: 2.7587 2022/07/27 02:42:58 - mmengine - INFO - Epoch(train) [23][1700/3757] lr: 9.6359e-03 eta: 2 days, 16:41:58 time: 0.3916 data_time: 0.0142 memory: 17007 grad_norm: 5.0538 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0542 loss: 3.0542 2022/07/27 02:43:06 - mmengine - INFO - Epoch(train) [23][1720/3757] lr: 9.6359e-03 eta: 2 days, 16:41:49 time: 0.3917 data_time: 0.0160 memory: 17007 grad_norm: 4.9292 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6710 loss: 2.6710 2022/07/27 02:43:14 - mmengine - INFO - Epoch(train) [23][1740/3757] lr: 9.6359e-03 eta: 2 days, 16:41:41 time: 0.3922 data_time: 0.0141 memory: 17007 grad_norm: 4.8759 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0863 loss: 3.0863 2022/07/27 02:43:21 - mmengine - INFO - Epoch(train) [23][1760/3757] lr: 9.6359e-03 eta: 2 days, 16:41:33 time: 0.3921 data_time: 0.0162 memory: 17007 grad_norm: 4.9941 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8529 loss: 2.8529 2022/07/27 02:43:29 - mmengine - INFO - Epoch(train) [23][1780/3757] lr: 9.6359e-03 eta: 2 days, 16:41:27 time: 0.4035 data_time: 0.0152 memory: 17007 grad_norm: 4.9530 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7857 loss: 2.7857 2022/07/27 02:43:37 - mmengine - INFO - Epoch(train) [23][1800/3757] lr: 9.6359e-03 eta: 2 days, 16:41:19 time: 0.3925 data_time: 0.0158 memory: 17007 grad_norm: 5.1446 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 3.0696 loss: 3.0696 2022/07/27 02:43:45 - mmengine - INFO - Epoch(train) [23][1820/3757] lr: 9.6359e-03 eta: 2 days, 16:41:11 time: 0.3913 data_time: 0.0154 memory: 17007 grad_norm: 4.9318 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.7389 loss: 2.7389 2022/07/27 02:43:53 - mmengine - INFO - Epoch(train) [23][1840/3757] lr: 9.6359e-03 eta: 2 days, 16:41:03 time: 0.3925 data_time: 0.0160 memory: 17007 grad_norm: 5.0252 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9429 loss: 2.9429 2022/07/27 02:44:01 - mmengine - INFO - Epoch(train) [23][1860/3757] lr: 9.6359e-03 eta: 2 days, 16:40:54 time: 0.3911 data_time: 0.0154 memory: 17007 grad_norm: 4.8987 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9127 loss: 2.9127 2022/07/27 02:44:09 - mmengine - INFO - Epoch(train) [23][1880/3757] lr: 9.6359e-03 eta: 2 days, 16:40:47 time: 0.3954 data_time: 0.0164 memory: 17007 grad_norm: 5.0974 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.0747 loss: 3.0747 2022/07/27 02:44:17 - mmengine - INFO - Epoch(train) [23][1900/3757] lr: 9.6359e-03 eta: 2 days, 16:40:39 time: 0.3917 data_time: 0.0152 memory: 17007 grad_norm: 4.8259 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8546 loss: 2.8546 2022/07/27 02:44:24 - mmengine - INFO - Epoch(train) [23][1920/3757] lr: 9.6359e-03 eta: 2 days, 16:40:31 time: 0.3917 data_time: 0.0155 memory: 17007 grad_norm: 5.1209 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.0271 loss: 3.0271 2022/07/27 02:44:32 - mmengine - INFO - Epoch(train) [23][1940/3757] lr: 9.6359e-03 eta: 2 days, 16:40:23 time: 0.3962 data_time: 0.0159 memory: 17007 grad_norm: 4.8790 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.6755 loss: 2.6755 2022/07/27 02:44:40 - mmengine - INFO - Epoch(train) [23][1960/3757] lr: 9.6359e-03 eta: 2 days, 16:40:15 time: 0.3921 data_time: 0.0155 memory: 17007 grad_norm: 4.9398 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8604 loss: 2.8604 2022/07/27 02:44:48 - mmengine - INFO - Epoch(train) [23][1980/3757] lr: 9.6359e-03 eta: 2 days, 16:40:07 time: 0.3922 data_time: 0.0152 memory: 17007 grad_norm: 4.7021 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6679 loss: 2.6679 2022/07/27 02:44:56 - mmengine - INFO - Epoch(train) [23][2000/3757] lr: 9.6359e-03 eta: 2 days, 16:39:59 time: 0.3920 data_time: 0.0166 memory: 17007 grad_norm: 5.0785 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1369 loss: 3.1369 2022/07/27 02:45:04 - mmengine - INFO - Epoch(train) [23][2020/3757] lr: 9.6359e-03 eta: 2 days, 16:39:51 time: 0.3913 data_time: 0.0144 memory: 17007 grad_norm: 5.0081 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8397 loss: 2.8397 2022/07/27 02:45:12 - mmengine - INFO - Epoch(train) [23][2040/3757] lr: 9.6359e-03 eta: 2 days, 16:39:43 time: 0.3938 data_time: 0.0164 memory: 17007 grad_norm: 4.8549 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0445 loss: 3.0445 2022/07/27 02:45:19 - mmengine - INFO - Epoch(train) [23][2060/3757] lr: 9.6359e-03 eta: 2 days, 16:39:35 time: 0.3939 data_time: 0.0136 memory: 17007 grad_norm: 5.0676 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0193 loss: 3.0193 2022/07/27 02:45:27 - mmengine - INFO - Epoch(train) [23][2080/3757] lr: 9.6359e-03 eta: 2 days, 16:39:27 time: 0.3920 data_time: 0.0157 memory: 17007 grad_norm: 5.0101 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6985 loss: 2.6985 2022/07/27 02:45:35 - mmengine - INFO - Epoch(train) [23][2100/3757] lr: 9.6359e-03 eta: 2 days, 16:39:19 time: 0.3919 data_time: 0.0153 memory: 17007 grad_norm: 4.8751 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.6096 loss: 2.6096 2022/07/27 02:45:43 - mmengine - INFO - Epoch(train) [23][2120/3757] lr: 9.6359e-03 eta: 2 days, 16:39:11 time: 0.3951 data_time: 0.0178 memory: 17007 grad_norm: 5.1027 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0524 loss: 3.0524 2022/07/27 02:45:51 - mmengine - INFO - Epoch(train) [23][2140/3757] lr: 9.6359e-03 eta: 2 days, 16:39:03 time: 0.3916 data_time: 0.0155 memory: 17007 grad_norm: 4.9748 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9426 loss: 2.9426 2022/07/27 02:45:59 - mmengine - INFO - Epoch(train) [23][2160/3757] lr: 9.6359e-03 eta: 2 days, 16:38:55 time: 0.3935 data_time: 0.0170 memory: 17007 grad_norm: 5.0665 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6639 loss: 2.6639 2022/07/27 02:46:07 - mmengine - INFO - Epoch(train) [23][2180/3757] lr: 9.6359e-03 eta: 2 days, 16:38:47 time: 0.3901 data_time: 0.0143 memory: 17007 grad_norm: 5.0184 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2370 loss: 3.2370 2022/07/27 02:46:14 - mmengine - INFO - Epoch(train) [23][2200/3757] lr: 9.6359e-03 eta: 2 days, 16:38:39 time: 0.3927 data_time: 0.0153 memory: 17007 grad_norm: 5.0802 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0621 loss: 3.0621 2022/07/27 02:46:22 - mmengine - INFO - Epoch(train) [23][2220/3757] lr: 9.6359e-03 eta: 2 days, 16:38:31 time: 0.3940 data_time: 0.0164 memory: 17007 grad_norm: 5.1213 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0409 loss: 3.0409 2022/07/27 02:46:30 - mmengine - INFO - Epoch(train) [23][2240/3757] lr: 9.6359e-03 eta: 2 days, 16:38:23 time: 0.3913 data_time: 0.0161 memory: 17007 grad_norm: 4.9558 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.8252 loss: 2.8252 2022/07/27 02:46:38 - mmengine - INFO - Epoch(train) [23][2260/3757] lr: 9.6359e-03 eta: 2 days, 16:38:15 time: 0.3914 data_time: 0.0152 memory: 17007 grad_norm: 5.0133 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9212 loss: 2.9212 2022/07/27 02:46:46 - mmengine - INFO - Epoch(train) [23][2280/3757] lr: 9.6359e-03 eta: 2 days, 16:38:09 time: 0.4109 data_time: 0.0158 memory: 17007 grad_norm: 4.8285 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9520 loss: 2.9520 2022/07/27 02:46:54 - mmengine - INFO - Epoch(train) [23][2300/3757] lr: 9.6359e-03 eta: 2 days, 16:38:01 time: 0.3933 data_time: 0.0160 memory: 17007 grad_norm: 4.9474 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2358 loss: 3.2358 2022/07/27 02:47:02 - mmengine - INFO - Epoch(train) [23][2320/3757] lr: 9.6359e-03 eta: 2 days, 16:37:56 time: 0.4086 data_time: 0.0173 memory: 17007 grad_norm: 5.0736 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7919 loss: 2.7919 2022/07/27 02:47:10 - mmengine - INFO - Epoch(train) [23][2340/3757] lr: 9.6359e-03 eta: 2 days, 16:37:48 time: 0.3917 data_time: 0.0159 memory: 17007 grad_norm: 4.9504 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9049 loss: 2.9049 2022/07/27 02:47:12 - mmengine - INFO - Exp name: r2plus1d_r34_32x2x1_180e_8xb8_kinetics400_rgb_20220726_172404 2022/07/27 02:47:18 - mmengine - INFO - Epoch(train) [23][2360/3757] lr: 9.6359e-03 eta: 2 days, 16:37:40 time: 0.3925 data_time: 0.0167 memory: 17007 grad_norm: 5.1093 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.1561 loss: 3.1561 2022/07/27 02:47:26 - mmengine - INFO - Epoch(train) [23][2380/3757] lr: 9.6359e-03 eta: 2 days, 16:37:32 time: 0.3925 data_time: 0.0144 memory: 17007 grad_norm: 4.9436 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6729 loss: 2.6729 2022/07/27 02:47:34 - mmengine - INFO - Epoch(train) [23][2400/3757] lr: 9.6359e-03 eta: 2 days, 16:37:24 time: 0.3938 data_time: 0.0176 memory: 17007 grad_norm: 5.0285 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.1133 loss: 3.1133 2022/07/27 02:47:42 - mmengine - INFO - Epoch(train) [23][2420/3757] lr: 9.6359e-03 eta: 2 days, 16:37:16 time: 0.3951 data_time: 0.0169 memory: 17007 grad_norm: 4.9033 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6883 loss: 2.6883 2022/07/27 02:47:49 - mmengine - INFO - Epoch(train) [23][2440/3757] lr: 9.6359e-03 eta: 2 days, 16:37:08 time: 0.3945 data_time: 0.0158 memory: 17007 grad_norm: 4.9869 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8512 loss: 2.8512 2022/07/27 02:47:57 - mmengine - INFO - Epoch(train) [23][2460/3757] lr: 9.6359e-03 eta: 2 days, 16:37:00 time: 0.3907 data_time: 0.0152 memory: 17007 grad_norm: 5.0014 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7658 loss: 2.7658 2022/07/27 02:48:05 - mmengine - INFO - Epoch(train) [23][2480/3757] lr: 9.6359e-03 eta: 2 days, 16:36:53 time: 0.3968 data_time: 0.0166 memory: 17007 grad_norm: 4.9272 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7507 loss: 2.7507 2022/07/27 02:48:13 - mmengine - INFO - Epoch(train) [23][2500/3757] lr: 9.6359e-03 eta: 2 days, 16:36:44 time: 0.3910 data_time: 0.0145 memory: 17007 grad_norm: 5.0692 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8952 loss: 2.8952 2022/07/27 02:48:21 - mmengine - INFO - Epoch(train) [23][2520/3757] lr: 9.6359e-03 eta: 2 days, 16:36:37 time: 0.3968 data_time: 0.0173 memory: 17007 grad_norm: 4.9244 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7931 loss: 2.7931 2022/07/27 02:48:29 - mmengine - INFO - Epoch(train) [23][2540/3757] lr: 9.6359e-03 eta: 2 days, 16:36:29 time: 0.3912 data_time: 0.0144 memory: 17007 grad_norm: 4.8274 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6644 loss: 2.6644 2022/07/27 02:48:37 - mmengine - INFO - Epoch(train) [23][2560/3757] lr: 9.6359e-03 eta: 2 days, 16:36:21 time: 0.3930 data_time: 0.0158 memory: 17007 grad_norm: 4.9225 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7558 loss: 2.7558 2022/07/27 02:48:45 - mmengine - INFO - Epoch(train) [23][2580/3757] lr: 9.6359e-03 eta: 2 days, 16:36:13 time: 0.3954 data_time: 0.0170 memory: 17007 grad_norm: 5.0406 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7919 loss: 2.7919 2022/07/27 02:48:52 - mmengine - INFO - Epoch(train) [23][2600/3757] lr: 9.6359e-03 eta: 2 days, 16:36:05 time: 0.3920 data_time: 0.0148 memory: 17007 grad