2022/08/10 15:02:04 - mmengine - INFO - These parameters in pretrained checkpoint are not loaded: {'fc.weight', 'fc.bias'} 2022/08/10 15:02:06 - mmengine - INFO - Checkpoints will be saved to /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb by HardDiskBackend. 2022/08/10 15:14:33 - mmengine - INFO - Epoch(train) [1][20/1879] lr: 2.0000e-03 eta: 40 days, 15:14:39 time: 37.3776 data_time: 36.4168 memory: 18413 grad_norm: 2.3448 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.9388 loss: 5.9388 2022/08/10 15:14:50 - mmengine - INFO - Epoch(train) [1][40/1879] lr: 2.0000e-03 eta: 20 days, 18:30:23 time: 0.8425 data_time: 0.0179 memory: 18413 grad_norm: 2.4291 top1_acc: 0.0625 top5_acc: 0.1875 loss_cls: 5.8571 loss: 5.8571 2022/08/10 15:15:07 - mmengine - INFO - Epoch(train) [1][60/1879] lr: 2.0000e-03 eta: 14 days, 3:34:06 time: 0.8399 data_time: 0.0177 memory: 18413 grad_norm: 2.5084 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.6279 loss: 5.6279 2022/08/10 15:15:25 - mmengine - INFO - Epoch(train) [1][80/1879] lr: 2.0000e-03 eta: 10 days, 20:17:49 time: 0.8705 data_time: 0.0324 memory: 18413 grad_norm: 2.6403 top1_acc: 0.0000 top5_acc: 0.1875 loss_cls: 5.3785 loss: 5.3785 2022/08/10 15:15:41 - mmengine - INFO - Epoch(train) [1][100/1879] lr: 2.0000e-03 eta: 8 days, 20:36:34 time: 0.8470 data_time: 0.0161 memory: 18413 grad_norm: 2.7162 top1_acc: 0.1875 top5_acc: 0.1875 loss_cls: 5.2824 loss: 5.2824 2022/08/10 15:15:59 - mmengine - INFO - Epoch(train) [1][120/1879] lr: 2.0000e-03 eta: 7 days, 12:49:59 time: 0.8509 data_time: 0.0180 memory: 18413 grad_norm: 2.8188 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.9410 loss: 4.9410 2022/08/10 15:16:16 - mmengine - INFO - Epoch(train) [1][140/1879] lr: 2.0000e-03 eta: 6 days, 14:07:49 time: 0.8498 data_time: 0.0179 memory: 18413 grad_norm: 2.9341 top1_acc: 0.0000 top5_acc: 0.0625 loss_cls: 4.8754 loss: 4.8754 2022/08/10 15:16:33 - mmengine - INFO - Epoch(train) [1][160/1879] lr: 2.0000e-03 eta: 5 days, 21:07:20 time: 0.8560 data_time: 0.0169 memory: 18413 grad_norm: 3.0358 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.7128 loss: 4.7128 2022/08/10 15:16:49 - mmengine - INFO - Epoch(train) [1][180/1879] lr: 2.0000e-03 eta: 5 days, 7:51:09 time: 0.8421 data_time: 0.0182 memory: 18413 grad_norm: 3.0915 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3841 loss: 4.3841 2022/08/10 15:17:06 - mmengine - INFO - Epoch(train) [1][200/1879] lr: 2.0000e-03 eta: 4 days, 21:14:54 time: 0.8470 data_time: 0.0194 memory: 18413 grad_norm: 3.2472 top1_acc: 0.1250 top5_acc: 0.1875 loss_cls: 4.3184 loss: 4.3184 2022/08/10 15:17:23 - mmengine - INFO - Epoch(train) [1][220/1879] lr: 2.0000e-03 eta: 4 days, 12:33:49 time: 0.8437 data_time: 0.0174 memory: 18413 grad_norm: 3.2966 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.2716 loss: 4.2716 2022/08/10 15:17:40 - mmengine - INFO - Epoch(train) [1][240/1879] lr: 2.0000e-03 eta: 4 days, 5:19:46 time: 0.8455 data_time: 0.0190 memory: 18413 grad_norm: 3.3826 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.1761 loss: 4.1761 2022/08/10 15:17:57 - mmengine - INFO - Epoch(train) [1][260/1879] lr: 2.0000e-03 eta: 3 days, 23:12:18 time: 0.8442 data_time: 0.0187 memory: 18413 grad_norm: 3.4629 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.9215 loss: 3.9215 2022/08/10 15:18:14 - mmengine - INFO - Epoch(train) [1][280/1879] lr: 2.0000e-03 eta: 3 days, 17:57:20 time: 0.8447 data_time: 0.0179 memory: 18413 grad_norm: 3.4884 top1_acc: 0.0625 top5_acc: 0.3125 loss_cls: 4.0877 loss: 4.0877 2022/08/10 15:18:31 - mmengine - INFO - Epoch(train) [1][300/1879] lr: 2.0000e-03 eta: 3 days, 13:24:28 time: 0.8459 data_time: 0.0176 memory: 18413 grad_norm: 3.6195 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9304 loss: 3.9304 2022/08/10 15:18:48 - mmengine - INFO - Epoch(train) [1][320/1879] lr: 2.0000e-03 eta: 3 days, 9:25:15 time: 0.8417 data_time: 0.0171 memory: 18413 grad_norm: 3.6007 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.9941 loss: 3.9941 2022/08/10 15:19:05 - mmengine - INFO - Epoch(train) [1][340/1879] lr: 2.0000e-03 eta: 3 days, 5:53:59 time: 0.8400 data_time: 0.0175 memory: 18413 grad_norm: 3.7038 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 3.8281 loss: 3.8281 2022/08/10 15:19:21 - mmengine - INFO - Epoch(train) [1][360/1879] lr: 2.0000e-03 eta: 3 days, 2:46:51 time: 0.8478 data_time: 0.0171 memory: 18413 grad_norm: 3.7672 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.7577 loss: 3.7577 2022/08/10 15:19:39 - mmengine - INFO - Epoch(train) [1][380/1879] lr: 2.0000e-03 eta: 2 days, 23:59:50 time: 0.8533 data_time: 0.0181 memory: 18413 grad_norm: 3.8152 top1_acc: 0.1875 top5_acc: 0.3750 loss_cls: 3.4544 loss: 3.4544 2022/08/10 15:19:56 - mmengine - INFO - Epoch(train) [1][400/1879] lr: 2.0000e-03 eta: 2 days, 21:29:18 time: 0.8510 data_time: 0.0205 memory: 18413 grad_norm: 3.8803 top1_acc: 0.1250 top5_acc: 0.5625 loss_cls: 3.7863 loss: 3.7863 2022/08/10 15:20:13 - mmengine - INFO - Epoch(train) [1][420/1879] lr: 2.0000e-03 eta: 2 days, 19:13:27 time: 0.8560 data_time: 0.0185 memory: 18413 grad_norm: 3.9444 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.5554 loss: 3.5554 2022/08/10 15:20:30 - mmengine - INFO - Epoch(train) [1][440/1879] lr: 2.0000e-03 eta: 2 days, 17:10:37 time: 0.8656 data_time: 0.0236 memory: 18413 grad_norm: 4.0073 top1_acc: 0.1250 top5_acc: 0.4375 loss_cls: 3.6029 loss: 3.6029 2022/08/10 15:20:47 - mmengine - INFO - Epoch(train) [1][460/1879] lr: 2.0000e-03 eta: 2 days, 15:17:47 time: 0.8561 data_time: 0.0172 memory: 18413 grad_norm: 4.0823 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.4538 loss: 3.4538 2022/08/10 15:21:04 - mmengine - INFO - Epoch(train) [1][480/1879] lr: 2.0000e-03 eta: 2 days, 13:34:07 time: 0.8529 data_time: 0.0172 memory: 18413 grad_norm: 4.1043 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 3.4839 loss: 3.4839 2022/08/10 15:21:21 - mmengine - INFO - Epoch(train) [1][500/1879] lr: 2.0000e-03 eta: 2 days, 11:58:43 time: 0.8526 data_time: 0.0180 memory: 18413 grad_norm: 4.1161 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 3.4127 loss: 3.4127 2022/08/10 15:21:38 - mmengine - INFO - Epoch(train) [1][520/1879] lr: 2.0000e-03 eta: 2 days, 10:30:34 time: 0.8517 data_time: 0.0186 memory: 18413 grad_norm: 4.1323 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 3.4605 loss: 3.4605 2022/08/10 15:21:55 - mmengine - INFO - Epoch(train) [1][540/1879] lr: 2.0000e-03 eta: 2 days, 9:08:38 time: 0.8464 data_time: 0.0173 memory: 18413 grad_norm: 4.2043 top1_acc: 0.2500 top5_acc: 0.3125 loss_cls: 3.2635 loss: 3.2635 2022/08/10 15:22:12 - mmengine - INFO - Epoch(train) [1][560/1879] lr: 2.0000e-03 eta: 2 days, 7:52:36 time: 0.8476 data_time: 0.0174 memory: 18413 grad_norm: 4.2383 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.2431 loss: 3.2431 2022/08/10 15:22:29 - mmengine - INFO - Epoch(train) [1][580/1879] lr: 2.0000e-03 eta: 2 days, 6:41:49 time: 0.8485 data_time: 0.0195 memory: 18413 grad_norm: 4.2762 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.5098 loss: 3.5098 2022/08/10 15:22:46 - mmengine - INFO - Epoch(train) [1][600/1879] lr: 2.0000e-03 eta: 2 days, 5:35:57 time: 0.8523 data_time: 0.0171 memory: 18413 grad_norm: 4.3777 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.2090 loss: 3.2090 2022/08/10 15:23:03 - mmengine - INFO - Epoch(train) [1][620/1879] lr: 2.0000e-03 eta: 2 days, 4:34:04 time: 0.8474 data_time: 0.0171 memory: 18413 grad_norm: 4.3757 top1_acc: 0.3750 top5_acc: 0.4375 loss_cls: 3.2797 loss: 3.2797 2022/08/10 15:23:20 - mmengine - INFO - Epoch(train) [1][640/1879] lr: 2.0000e-03 eta: 2 days, 3:36:07 time: 0.8492 data_time: 0.0160 memory: 18413 grad_norm: 4.3818 top1_acc: 0.3750 top5_acc: 0.4375 loss_cls: 3.2127 loss: 3.2127 2022/08/10 15:23:37 - mmengine - INFO - Epoch(train) [1][660/1879] lr: 2.0000e-03 eta: 2 days, 2:41:55 time: 0.8546 data_time: 0.0160 memory: 18413 grad_norm: 4.4646 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 3.0575 loss: 3.0575 2022/08/10 15:23:55 - mmengine - INFO - Epoch(train) [1][680/1879] lr: 2.0000e-03 eta: 2 days, 1:52:38 time: 0.8930 data_time: 0.0170 memory: 18413 grad_norm: 4.4828 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.9855 loss: 2.9855 2022/08/10 15:24:12 - mmengine - INFO - Epoch(train) [1][700/1879] lr: 2.0000e-03 eta: 2 days, 1:04:15 time: 0.8500 data_time: 0.0174 memory: 18413 grad_norm: 4.5868 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.1627 loss: 3.1627 2022/08/10 15:24:29 - mmengine - INFO - Epoch(train) [1][720/1879] lr: 2.0000e-03 eta: 2 days, 0:18:48 time: 0.8557 data_time: 0.0179 memory: 18413 grad_norm: 4.5258 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0487 loss: 3.0487 2022/08/10 15:24:46 - mmengine - INFO - Epoch(train) [1][740/1879] lr: 2.0000e-03 eta: 1 day, 23:35:26 time: 0.8477 data_time: 0.0164 memory: 18413 grad_norm: 4.5804 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0543 loss: 3.0543 2022/08/10 15:25:03 - mmengine - INFO - Epoch(train) [1][760/1879] lr: 2.0000e-03 eta: 1 day, 22:54:13 time: 0.8447 data_time: 0.0177 memory: 18413 grad_norm: 4.6226 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.2070 loss: 3.2070 2022/08/10 15:25:21 - mmengine - INFO - Epoch(train) [1][780/1879] lr: 2.0000e-03 eta: 1 day, 22:16:52 time: 0.8891 data_time: 0.0597 memory: 18413 grad_norm: 4.7045 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.0297 loss: 3.0297 2022/08/10 15:25:38 - mmengine - INFO - Epoch(train) [1][800/1879] lr: 2.0000e-03 eta: 1 day, 21:39:46 time: 0.8476 data_time: 0.0165 memory: 18413 grad_norm: 4.7501 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 3.2258 loss: 3.2258 2022/08/10 15:25:55 - mmengine - INFO - Epoch(train) [1][820/1879] lr: 2.0000e-03 eta: 1 day, 21:05:57 time: 0.8871 data_time: 0.0184 memory: 18413 grad_norm: 4.7137 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.1092 loss: 3.1092 2022/08/10 15:26:13 - mmengine - INFO - Epoch(train) [1][840/1879] lr: 2.0000e-03 eta: 1 day, 20:32:28 time: 0.8528 data_time: 0.0179 memory: 18413 grad_norm: 4.7757 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8850 loss: 2.8850 2022/08/10 15:26:30 - mmengine - INFO - Epoch(train) [1][860/1879] lr: 2.0000e-03 eta: 1 day, 20:00:37 time: 0.8553 data_time: 0.0166 memory: 18413 grad_norm: 4.7763 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 3.0197 loss: 3.0197 2022/08/10 15:26:47 - mmengine - INFO - Epoch(train) [1][880/1879] lr: 2.0000e-03 eta: 1 day, 19:30:12 time: 0.8554 data_time: 0.0182 memory: 18413 grad_norm: 4.8411 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.0970 loss: 3.0970 2022/08/10 15:27:09 - mmengine - INFO - Epoch(train) [1][900/1879] lr: 2.0000e-03 eta: 1 day, 19:09:37 time: 1.1019 data_time: 0.0163 memory: 18413 grad_norm: 4.8681 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.9459 loss: 2.9459 2022/08/10 15:27:26 - mmengine - INFO - Epoch(train) [1][920/1879] lr: 2.0000e-03 eta: 1 day, 18:41:18 time: 0.8459 data_time: 0.0177 memory: 18413 grad_norm: 4.8623 top1_acc: 0.1875 top5_acc: 0.6250 loss_cls: 2.9614 loss: 2.9614 2022/08/10 15:27:43 - mmengine - INFO - Epoch(train) [1][940/1879] lr: 2.0000e-03 eta: 1 day, 18:14:17 time: 0.8498 data_time: 0.0173 memory: 18413 grad_norm: 4.9323 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.0328 loss: 3.0328 2022/08/10 15:28:00 - mmengine - INFO - Epoch(train) [1][960/1879] lr: 2.0000e-03 eta: 1 day, 17:49:10 time: 0.8736 data_time: 0.0181 memory: 18413 grad_norm: 4.9563 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 3.0453 loss: 3.0453 2022/08/10 15:28:17 - mmengine - INFO - Epoch(train) [1][980/1879] lr: 2.0000e-03 eta: 1 day, 17:24:12 time: 0.8467 data_time: 0.0191 memory: 18413 grad_norm: 4.9787 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7889 loss: 2.7889 2022/08/10 15:28:34 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 15:28:34 - mmengine - INFO - Epoch(train) [1][1000/1879] lr: 2.0000e-03 eta: 1 day, 17:00:29 time: 0.8550 data_time: 0.0181 memory: 18413 grad_norm: 4.8663 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.8088 loss: 2.8088 2022/08/10 15:28:51 - mmengine - INFO - Epoch(train) [1][1020/1879] lr: 2.0000e-03 eta: 1 day, 16:37:33 time: 0.8506 data_time: 0.0164 memory: 18413 grad_norm: 5.0656 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.0075 loss: 3.0075 2022/08/10 15:29:08 - mmengine - INFO - Epoch(train) [1][1040/1879] lr: 2.0000e-03 eta: 1 day, 16:15:27 time: 0.8493 data_time: 0.0192 memory: 18413 grad_norm: 5.0261 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 3.0272 loss: 3.0272 2022/08/10 15:29:25 - mmengine - INFO - Epoch(train) [1][1060/1879] lr: 2.0000e-03 eta: 1 day, 15:54:05 time: 0.8463 data_time: 0.0154 memory: 18413 grad_norm: 5.0405 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.8947 loss: 2.8947 2022/08/10 15:29:42 - mmengine - INFO - Epoch(train) [1][1080/1879] lr: 2.0000e-03 eta: 1 day, 15:33:37 time: 0.8500 data_time: 0.0174 memory: 18413 grad_norm: 5.1142 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9583 loss: 2.9583 2022/08/10 15:29:59 - mmengine - INFO - Epoch(train) [1][1100/1879] lr: 2.0000e-03 eta: 1 day, 15:13:35 time: 0.8400 data_time: 0.0175 memory: 18413 grad_norm: 5.0367 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.0819 loss: 3.0819 2022/08/10 15:30:16 - mmengine - INFO - Epoch(train) [1][1120/1879] lr: 2.0000e-03 eta: 1 day, 14:54:24 time: 0.8448 data_time: 0.0180 memory: 18413 grad_norm: 5.1676 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.7924 loss: 2.7924 2022/08/10 15:30:33 - mmengine - INFO - Epoch(train) [1][1140/1879] lr: 2.0000e-03 eta: 1 day, 14:36:07 time: 0.8531 data_time: 0.0176 memory: 18413 grad_norm: 5.1717 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 2.9714 loss: 2.9714 2022/08/10 15:30:50 - mmengine - INFO - Epoch(train) [1][1160/1879] lr: 2.0000e-03 eta: 1 day, 14:18:23 time: 0.8511 data_time: 0.0208 memory: 18413 grad_norm: 5.1586 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6998 loss: 2.6998 2022/08/10 15:31:07 - mmengine - INFO - Epoch(train) [1][1180/1879] lr: 2.0000e-03 eta: 1 day, 14:01:26 time: 0.8581 data_time: 0.0153 memory: 18413 grad_norm: 5.1151 top1_acc: 0.3750 top5_acc: 0.9375 loss_cls: 2.6257 loss: 2.6257 2022/08/10 15:31:24 - mmengine - INFO - Epoch(train) [1][1200/1879] lr: 2.0000e-03 eta: 1 day, 13:44:38 time: 0.8426 data_time: 0.0194 memory: 18413 grad_norm: 5.1875 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6255 loss: 2.6255 2022/08/10 15:31:41 - mmengine - INFO - Epoch(train) [1][1220/1879] lr: 2.0000e-03 eta: 1 day, 13:28:28 time: 0.8464 data_time: 0.0159 memory: 18413 grad_norm: 5.2587 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.9711 loss: 2.9711 2022/08/10 15:31:58 - mmengine - INFO - Epoch(train) [1][1240/1879] lr: 2.0000e-03 eta: 1 day, 13:13:03 time: 0.8559 data_time: 0.0186 memory: 18413 grad_norm: 5.3153 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.7141 loss: 2.7141 2022/08/10 15:32:15 - mmengine - INFO - Epoch(train) [1][1260/1879] lr: 2.0000e-03 eta: 1 day, 12:57:53 time: 0.8459 data_time: 0.0160 memory: 18413 grad_norm: 5.1345 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 3.0224 loss: 3.0224 2022/08/10 15:32:32 - mmengine - INFO - Epoch(train) [1][1280/1879] lr: 2.0000e-03 eta: 1 day, 12:43:05 time: 0.8427 data_time: 0.0181 memory: 18413 grad_norm: 5.2585 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.6320 loss: 2.6320 2022/08/10 15:32:49 - mmengine - INFO - Epoch(train) [1][1300/1879] lr: 2.0000e-03 eta: 1 day, 12:28:53 time: 0.8488 data_time: 0.0172 memory: 18413 grad_norm: 5.3817 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8874 loss: 2.8874 2022/08/10 15:33:06 - mmengine - INFO - Epoch(train) [1][1320/1879] lr: 2.0000e-03 eta: 1 day, 12:14:59 time: 0.8435 data_time: 0.0189 memory: 18413 grad_norm: 5.2876 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5963 loss: 2.5963 2022/08/10 15:33:23 - mmengine - INFO - Epoch(train) [1][1340/1879] lr: 2.0000e-03 eta: 1 day, 12:01:33 time: 0.8455 data_time: 0.0158 memory: 18413 grad_norm: 5.2576 top1_acc: 0.1875 top5_acc: 0.3750 loss_cls: 2.7279 loss: 2.7279 2022/08/10 15:33:39 - mmengine - INFO - Epoch(train) [1][1360/1879] lr: 2.0000e-03 eta: 1 day, 11:48:31 time: 0.8468 data_time: 0.0173 memory: 18413 grad_norm: 5.3055 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7881 loss: 2.7881 2022/08/10 15:34:00 - mmengine - INFO - Epoch(train) [1][1380/1879] lr: 2.0000e-03 eta: 1 day, 11:40:01 time: 1.0328 data_time: 0.0175 memory: 18413 grad_norm: 5.3187 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.6378 loss: 2.6378 2022/08/10 15:34:17 - mmengine - INFO - Epoch(train) [1][1400/1879] lr: 2.0000e-03 eta: 1 day, 11:27:33 time: 0.8427 data_time: 0.0179 memory: 18413 grad_norm: 5.3734 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.7695 loss: 2.7695 2022/08/10 15:34:34 - mmengine - INFO - Epoch(train) [1][1420/1879] lr: 2.0000e-03 eta: 1 day, 11:15:33 time: 0.8482 data_time: 0.0195 memory: 18413 grad_norm: 5.3706 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.7060 loss: 2.7060 2022/08/10 15:34:51 - mmengine - INFO - Epoch(train) [1][1440/1879] lr: 2.0000e-03 eta: 1 day, 11:03:49 time: 0.8446 data_time: 0.0196 memory: 18413 grad_norm: 5.3795 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.6124 loss: 2.6124 2022/08/10 15:35:08 - mmengine - INFO - Epoch(train) [1][1460/1879] lr: 2.0000e-03 eta: 1 day, 10:52:16 time: 0.8393 data_time: 0.0170 memory: 18413 grad_norm: 5.4020 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 2.8566 loss: 2.8566 2022/08/10 15:35:26 - mmengine - INFO - Epoch(train) [1][1480/1879] lr: 2.0000e-03 eta: 1 day, 10:42:48 time: 0.9244 data_time: 0.1014 memory: 18413 grad_norm: 5.4485 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.5736 loss: 2.5736 2022/08/10 15:35:43 - mmengine - INFO - Epoch(train) [1][1500/1879] lr: 2.0000e-03 eta: 1 day, 10:31:52 time: 0.8414 data_time: 0.0169 memory: 18413 grad_norm: 5.3792 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.6223 loss: 2.6223 2022/08/10 15:36:00 - mmengine - INFO - Epoch(train) [1][1520/1879] lr: 2.0000e-03 eta: 1 day, 10:21:24 time: 0.8500 data_time: 0.0217 memory: 18413 grad_norm: 5.4205 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.5656 loss: 2.5656 2022/08/10 15:36:17 - mmengine - INFO - Epoch(train) [1][1540/1879] lr: 2.0000e-03 eta: 1 day, 10:11:10 time: 0.8494 data_time: 0.0170 memory: 18413 grad_norm: 5.4709 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.6724 loss: 2.6724 2022/08/10 15:36:34 - mmengine - INFO - Epoch(train) [1][1560/1879] lr: 2.0000e-03 eta: 1 day, 10:01:03 time: 0.8414 data_time: 0.0178 memory: 18413 grad_norm: 5.5790 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.6663 loss: 2.6663 2022/08/10 15:36:51 - mmengine - INFO - Epoch(train) [1][1580/1879] lr: 2.0000e-03 eta: 1 day, 9:51:10 time: 0.8413 data_time: 0.0179 memory: 18413 grad_norm: 5.5236 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.6816 loss: 2.6816 2022/08/10 15:37:07 - mmengine - INFO - Epoch(train) [1][1600/1879] lr: 2.0000e-03 eta: 1 day, 9:41:31 time: 0.8402 data_time: 0.0189 memory: 18413 grad_norm: 5.5670 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.6876 loss: 2.6876 2022/08/10 15:37:24 - mmengine - INFO - Epoch(train) [1][1620/1879] lr: 2.0000e-03 eta: 1 day, 9:32:14 time: 0.8477 data_time: 0.0183 memory: 18413 grad_norm: 5.5539 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.6894 loss: 2.6894 2022/08/10 15:37:41 - mmengine - INFO - Epoch(train) [1][1640/1879] lr: 2.0000e-03 eta: 1 day, 9:23:05 time: 0.8440 data_time: 0.0189 memory: 18413 grad_norm: 5.5543 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.8139 loss: 2.8139 2022/08/10 15:37:59 - mmengine - INFO - Epoch(train) [1][1660/1879] lr: 2.0000e-03 eta: 1 day, 9:14:44 time: 0.8740 data_time: 0.0185 memory: 18413 grad_norm: 5.5674 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.5314 loss: 2.5314 2022/08/10 15:38:16 - mmengine - INFO - Epoch(train) [1][1680/1879] lr: 2.0000e-03 eta: 1 day, 9:06:03 time: 0.8461 data_time: 0.0245 memory: 18413 grad_norm: 5.6745 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.3350 loss: 2.3350 2022/08/10 15:38:32 - mmengine - INFO - Epoch(train) [1][1700/1879] lr: 2.0000e-03 eta: 1 day, 8:57:26 time: 0.8392 data_time: 0.0187 memory: 18413 grad_norm: 5.6016 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.5288 loss: 2.5288 2022/08/10 15:38:49 - mmengine - INFO - Epoch(train) [1][1720/1879] lr: 2.0000e-03 eta: 1 day, 8:49:05 time: 0.8433 data_time: 0.0192 memory: 18413 grad_norm: 5.5502 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4189 loss: 2.4189 2022/08/10 15:39:06 - mmengine - INFO - Epoch(train) [1][1740/1879] lr: 2.0000e-03 eta: 1 day, 8:40:57 time: 0.8441 data_time: 0.0182 memory: 18413 grad_norm: 5.6814 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 2.5270 loss: 2.5270 2022/08/10 15:39:23 - mmengine - INFO - Epoch(train) [1][1760/1879] lr: 2.0000e-03 eta: 1 day, 8:32:56 time: 0.8417 data_time: 0.0179 memory: 18413 grad_norm: 5.6649 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.7187 loss: 2.7187 2022/08/10 15:39:40 - mmengine - INFO - Epoch(train) [1][1780/1879] lr: 2.0000e-03 eta: 1 day, 8:25:07 time: 0.8430 data_time: 0.0179 memory: 18413 grad_norm: 5.6826 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5534 loss: 2.5534 2022/08/10 15:39:57 - mmengine - INFO - Epoch(train) [1][1800/1879] lr: 2.0000e-03 eta: 1 day, 8:17:31 time: 0.8450 data_time: 0.0240 memory: 18413 grad_norm: 5.7350 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5730 loss: 2.5730 2022/08/10 15:40:14 - mmengine - INFO - Epoch(train) [1][1820/1879] lr: 2.0000e-03 eta: 1 day, 8:10:12 time: 0.8533 data_time: 0.0181 memory: 18413 grad_norm: 5.7232 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.7420 loss: 2.7420 2022/08/10 15:40:31 - mmengine - INFO - Epoch(train) [1][1840/1879] lr: 2.0000e-03 eta: 1 day, 8:02:53 time: 0.8438 data_time: 0.0179 memory: 18413 grad_norm: 5.7593 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5227 loss: 2.5227 2022/08/10 15:40:48 - mmengine - INFO - Epoch(train) [1][1860/1879] lr: 2.0000e-03 eta: 1 day, 7:55:41 time: 0.8408 data_time: 0.0166 memory: 18413 grad_norm: 5.7959 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 2.3494 loss: 2.3494 2022/08/10 15:41:03 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 15:41:03 - mmengine - INFO - Epoch(train) [1][1879/1879] lr: 2.0000e-03 eta: 1 day, 7:55:41 time: 0.8154 data_time: 0.0167 memory: 18413 grad_norm: 5.7658 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 2.4785 loss: 2.4785 2022/08/10 15:53:13 - mmengine - INFO - Epoch(val) [1][20/155] eta: 1:22:09 time: 36.5119 data_time: 36.2763 memory: 2590 2022/08/10 15:53:23 - mmengine - INFO - Epoch(val) [1][40/155] eta: 0:00:55 time: 0.4845 data_time: 0.2499 memory: 2590 2022/08/10 15:53:38 - mmengine - INFO - Epoch(val) [1][60/155] eta: 0:01:09 time: 0.7303 data_time: 0.4952 memory: 2590 2022/08/10 15:53:48 - mmengine - INFO - Epoch(val) [1][80/155] eta: 0:00:39 time: 0.5294 data_time: 0.2952 memory: 2590 2022/08/10 15:54:01 - mmengine - INFO - Epoch(val) [1][100/155] eta: 0:00:34 time: 0.6239 data_time: 0.3893 memory: 2590 2022/08/10 15:54:11 - mmengine - INFO - Epoch(val) [1][120/155] eta: 0:00:18 time: 0.5407 data_time: 0.3064 memory: 2590 2022/08/10 15:54:23 - mmengine - INFO - Epoch(val) [1][140/155] eta: 0:00:08 time: 0.5885 data_time: 0.3545 memory: 2590 2022/08/10 15:54:31 - mmengine - INFO - Epoch(val) [1][155/155] acc/top1: 0.4443 acc/top5: 0.7225 acc/mean1: 0.4439 2022/08/10 15:54:33 - mmengine - INFO - The best checkpoint with 0.4443 acc/top1 at 2 epoch is saved to best_acc/top1_epoch_2.pth. 2022/08/10 15:54:53 - mmengine - INFO - Epoch(train) [2][20/1879] lr: 6.5000e-03 eta: 1 day, 7:32:13 time: 1.0324 data_time: 0.2078 memory: 18413 grad_norm: 6.0628 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.7784 loss: 2.7784 2022/08/10 15:55:10 - mmengine - INFO - Epoch(train) [2][40/1879] lr: 6.5000e-03 eta: 1 day, 7:25:38 time: 0.8469 data_time: 0.0175 memory: 18413 grad_norm: 6.0021 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.7953 loss: 2.7953 2022/08/10 15:55:27 - mmengine - INFO - Epoch(train) [2][60/1879] lr: 6.5000e-03 eta: 1 day, 7:19:11 time: 0.8480 data_time: 0.0216 memory: 18413 grad_norm: 6.0120 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.8183 loss: 2.8183 2022/08/10 15:55:44 - mmengine - INFO - Epoch(train) [2][80/1879] lr: 6.5000e-03 eta: 1 day, 7:12:43 time: 0.8384 data_time: 0.0178 memory: 18413 grad_norm: 6.0017 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.8003 loss: 2.8003 2022/08/10 15:56:01 - mmengine - INFO - Epoch(train) [2][100/1879] lr: 6.5000e-03 eta: 1 day, 7:06:23 time: 0.8390 data_time: 0.0190 memory: 18413 grad_norm: 6.0388 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.7732 loss: 2.7732 2022/08/10 15:56:18 - mmengine - INFO - Epoch(train) [2][120/1879] lr: 6.5000e-03 eta: 1 day, 7:00:08 time: 0.8365 data_time: 0.0168 memory: 18413 grad_norm: 6.1411 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8772 loss: 2.8772 2022/08/10 15:56:19 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 15:56:34 - mmengine - INFO - Epoch(train) [2][140/1879] lr: 6.5000e-03 eta: 1 day, 6:54:04 time: 0.8404 data_time: 0.0179 memory: 18413 grad_norm: 6.0239 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.8655 loss: 2.8655 2022/08/10 15:56:51 - mmengine - INFO - Epoch(train) [2][160/1879] lr: 6.5000e-03 eta: 1 day, 6:48:04 time: 0.8377 data_time: 0.0178 memory: 18413 grad_norm: 6.0520 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.7820 loss: 2.7820 2022/08/10 15:57:08 - mmengine - INFO - Epoch(train) [2][180/1879] lr: 6.5000e-03 eta: 1 day, 6:42:13 time: 0.8401 data_time: 0.0186 memory: 18413 grad_norm: 6.0424 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.8124 loss: 2.8124 2022/08/10 15:57:25 - mmengine - INFO - Epoch(train) [2][200/1879] lr: 6.5000e-03 eta: 1 day, 6:36:32 time: 0.8435 data_time: 0.0241 memory: 18413 grad_norm: 6.0156 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.8053 loss: 2.8053 2022/08/10 15:57:42 - mmengine - INFO - Epoch(train) [2][220/1879] lr: 6.5000e-03 eta: 1 day, 6:30:52 time: 0.8385 data_time: 0.0180 memory: 18413 grad_norm: 5.9479 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7748 loss: 2.7748 2022/08/10 15:57:59 - mmengine - INFO - Epoch(train) [2][240/1879] lr: 6.5000e-03 eta: 1 day, 6:25:27 time: 0.8487 data_time: 0.0176 memory: 18413 grad_norm: 6.0905 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.8315 loss: 2.8315 2022/08/10 15:58:16 - mmengine - INFO - Epoch(train) [2][260/1879] lr: 6.5000e-03 eta: 1 day, 6:20:03 time: 0.8433 data_time: 0.0182 memory: 18413 grad_norm: 6.0658 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.6468 loss: 2.6468 2022/08/10 15:58:32 - mmengine - INFO - Epoch(train) [2][280/1879] lr: 6.5000e-03 eta: 1 day, 6:14:49 time: 0.8483 data_time: 0.0252 memory: 18413 grad_norm: 6.0597 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.9313 loss: 2.9313 2022/08/10 15:58:49 - mmengine - INFO - Epoch(train) [2][300/1879] lr: 6.5000e-03 eta: 1 day, 6:09:36 time: 0.8429 data_time: 0.0170 memory: 18413 grad_norm: 5.9973 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.6517 loss: 2.6517 2022/08/10 15:59:06 - mmengine - INFO - Epoch(train) [2][320/1879] lr: 6.5000e-03 eta: 1 day, 6:04:35 time: 0.8512 data_time: 0.0204 memory: 18413 grad_norm: 6.1563 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.6138 loss: 2.6138 2022/08/10 15:59:23 - mmengine - INFO - Epoch(train) [2][340/1879] lr: 6.5000e-03 eta: 1 day, 5:59:35 time: 0.8453 data_time: 0.0169 memory: 18413 grad_norm: 6.0748 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8130 loss: 2.8130 2022/08/10 15:59:40 - mmengine - INFO - Epoch(train) [2][360/1879] lr: 6.5000e-03 eta: 1 day, 5:54:42 time: 0.8475 data_time: 0.0179 memory: 18413 grad_norm: 6.0371 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.5606 loss: 2.5606 2022/08/10 15:59:57 - mmengine - INFO - Epoch(train) [2][380/1879] lr: 6.5000e-03 eta: 1 day, 5:49:49 time: 0.8423 data_time: 0.0175 memory: 18413 grad_norm: 6.1189 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.7980 loss: 2.7980 2022/08/10 16:00:14 - mmengine - INFO - Epoch(train) [2][400/1879] lr: 6.5000e-03 eta: 1 day, 5:45:15 time: 0.8603 data_time: 0.0186 memory: 18413 grad_norm: 6.1326 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5365 loss: 2.5365 2022/08/10 16:00:32 - mmengine - INFO - Epoch(train) [2][420/1879] lr: 6.5000e-03 eta: 1 day, 5:40:50 time: 0.8656 data_time: 0.0204 memory: 18413 grad_norm: 6.0122 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.5886 loss: 2.5886 2022/08/10 16:00:48 - mmengine - INFO - Epoch(train) [2][440/1879] lr: 6.5000e-03 eta: 1 day, 5:36:14 time: 0.8465 data_time: 0.0176 memory: 18413 grad_norm: 6.0886 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6605 loss: 2.6605 2022/08/10 16:01:05 - mmengine - INFO - Epoch(train) [2][460/1879] lr: 6.5000e-03 eta: 1 day, 5:31:41 time: 0.8438 data_time: 0.0178 memory: 18413 grad_norm: 5.8905 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5250 loss: 2.5250 2022/08/10 16:01:22 - mmengine - INFO - Epoch(train) [2][480/1879] lr: 6.5000e-03 eta: 1 day, 5:27:12 time: 0.8438 data_time: 0.0186 memory: 18413 grad_norm: 6.1312 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4549 loss: 2.4549 2022/08/10 16:01:39 - mmengine - INFO - Epoch(train) [2][500/1879] lr: 6.5000e-03 eta: 1 day, 5:22:48 time: 0.8448 data_time: 0.0173 memory: 18413 grad_norm: 6.1389 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.5828 loss: 2.5828 2022/08/10 16:01:56 - mmengine - INFO - Epoch(train) [2][520/1879] lr: 6.5000e-03 eta: 1 day, 5:18:30 time: 0.8468 data_time: 0.0188 memory: 18413 grad_norm: 6.1641 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.8317 loss: 2.8317 2022/08/10 16:02:13 - mmengine - INFO - Epoch(train) [2][540/1879] lr: 6.5000e-03 eta: 1 day, 5:14:14 time: 0.8447 data_time: 0.0160 memory: 18413 grad_norm: 6.1482 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6808 loss: 2.6808 2022/08/10 16:02:30 - mmengine - INFO - Epoch(train) [2][560/1879] lr: 6.5000e-03 eta: 1 day, 5:10:02 time: 0.8455 data_time: 0.0180 memory: 18413 grad_norm: 6.0359 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.6321 loss: 2.6321 2022/08/10 16:02:47 - mmengine - INFO - Epoch(train) [2][580/1879] lr: 6.5000e-03 eta: 1 day, 5:06:02 time: 0.8549 data_time: 0.0178 memory: 18413 grad_norm: 6.0429 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.4903 loss: 2.4903 2022/08/10 16:03:04 - mmengine - INFO - Epoch(train) [2][600/1879] lr: 6.5000e-03 eta: 1 day, 5:01:55 time: 0.8419 data_time: 0.0179 memory: 18413 grad_norm: 6.0770 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.6841 loss: 2.6841 2022/08/10 16:03:21 - mmengine - INFO - Epoch(train) [2][620/1879] lr: 6.5000e-03 eta: 1 day, 4:57:51 time: 0.8402 data_time: 0.0167 memory: 18413 grad_norm: 6.0536 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.2890 loss: 2.2890 2022/08/10 16:03:37 - mmengine - INFO - Epoch(train) [2][640/1879] lr: 6.5000e-03 eta: 1 day, 4:53:51 time: 0.8407 data_time: 0.0174 memory: 18413 grad_norm: 6.1369 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.5241 loss: 2.5241 2022/08/10 16:03:54 - mmengine - INFO - Epoch(train) [2][660/1879] lr: 6.5000e-03 eta: 1 day, 4:49:55 time: 0.8420 data_time: 0.0176 memory: 18413 grad_norm: 6.1056 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5807 loss: 2.5807 2022/08/10 16:04:11 - mmengine - INFO - Epoch(train) [2][680/1879] lr: 6.5000e-03 eta: 1 day, 4:46:06 time: 0.8463 data_time: 0.0192 memory: 18413 grad_norm: 6.1928 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.5139 loss: 2.5139 2022/08/10 16:04:28 - mmengine - INFO - Epoch(train) [2][700/1879] lr: 6.5000e-03 eta: 1 day, 4:42:20 time: 0.8473 data_time: 0.0238 memory: 18413 grad_norm: 6.0608 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.4098 loss: 2.4098 2022/08/10 16:04:45 - mmengine - INFO - Epoch(train) [2][720/1879] lr: 6.5000e-03 eta: 1 day, 4:38:33 time: 0.8393 data_time: 0.0176 memory: 18413 grad_norm: 6.0058 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 2.5004 loss: 2.5004 2022/08/10 16:05:02 - mmengine - INFO - Epoch(train) [2][740/1879] lr: 6.5000e-03 eta: 1 day, 4:34:58 time: 0.8536 data_time: 0.0285 memory: 18413 grad_norm: 6.0429 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.5199 loss: 2.5199 2022/08/10 16:05:19 - mmengine - INFO - Epoch(train) [2][760/1879] lr: 6.5000e-03 eta: 1 day, 4:31:33 time: 0.8626 data_time: 0.0292 memory: 18413 grad_norm: 6.0643 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4627 loss: 2.4627 2022/08/10 16:05:36 - mmengine - INFO - Epoch(train) [2][780/1879] lr: 6.5000e-03 eta: 1 day, 4:28:00 time: 0.8468 data_time: 0.0170 memory: 18413 grad_norm: 6.0417 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.5257 loss: 2.5257 2022/08/10 16:05:53 - mmengine - INFO - Epoch(train) [2][800/1879] lr: 6.5000e-03 eta: 1 day, 4:24:26 time: 0.8414 data_time: 0.0186 memory: 18413 grad_norm: 6.3621 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.5205 loss: 2.5205 2022/08/10 16:06:10 - mmengine - INFO - Epoch(train) [2][820/1879] lr: 6.5000e-03 eta: 1 day, 4:20:53 time: 0.8387 data_time: 0.0180 memory: 18413 grad_norm: 6.1749 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3086 loss: 2.3086 2022/08/10 16:06:27 - mmengine - INFO - Epoch(train) [2][840/1879] lr: 6.5000e-03 eta: 1 day, 4:17:27 time: 0.8458 data_time: 0.0204 memory: 18413 grad_norm: 6.1854 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.5247 loss: 2.5247 2022/08/10 16:06:44 - mmengine - INFO - Epoch(train) [2][860/1879] lr: 6.5000e-03 eta: 1 day, 4:14:03 time: 0.8433 data_time: 0.0200 memory: 18413 grad_norm: 6.0765 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7336 loss: 2.7336 2022/08/10 16:07:00 - mmengine - INFO - Epoch(train) [2][880/1879] lr: 6.5000e-03 eta: 1 day, 4:10:40 time: 0.8403 data_time: 0.0190 memory: 18413 grad_norm: 6.1439 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.4469 loss: 2.4469 2022/08/10 16:07:17 - mmengine - INFO - Epoch(train) [2][900/1879] lr: 6.5000e-03 eta: 1 day, 4:07:19 time: 0.8410 data_time: 0.0188 memory: 18413 grad_norm: 6.1816 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.6559 loss: 2.6559 2022/08/10 16:07:34 - mmengine - INFO - Epoch(train) [2][920/1879] lr: 6.5000e-03 eta: 1 day, 4:04:03 time: 0.8424 data_time: 0.0187 memory: 18413 grad_norm: 6.2625 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 2.7313 loss: 2.7313 2022/08/10 16:07:51 - mmengine - INFO - Epoch(train) [2][940/1879] lr: 6.5000e-03 eta: 1 day, 4:00:53 time: 0.8495 data_time: 0.0286 memory: 18413 grad_norm: 6.1025 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.5459 loss: 2.5459 2022/08/10 16:08:08 - mmengine - INFO - Epoch(train) [2][960/1879] lr: 6.5000e-03 eta: 1 day, 3:57:40 time: 0.8401 data_time: 0.0180 memory: 18413 grad_norm: 6.1248 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4516 loss: 2.4516 2022/08/10 16:08:25 - mmengine - INFO - Epoch(train) [2][980/1879] lr: 6.5000e-03 eta: 1 day, 3:54:31 time: 0.8438 data_time: 0.0178 memory: 18413 grad_norm: 6.1600 top1_acc: 0.3125 top5_acc: 0.8125 loss_cls: 2.4295 loss: 2.4295 2022/08/10 16:08:42 - mmengine - INFO - Epoch(train) [2][1000/1879] lr: 6.5000e-03 eta: 1 day, 3:51:32 time: 0.8544 data_time: 0.0254 memory: 18413 grad_norm: 6.1003 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.4130 loss: 2.4130 2022/08/10 16:08:59 - mmengine - INFO - Epoch(train) [2][1020/1879] lr: 6.5000e-03 eta: 1 day, 3:48:26 time: 0.8401 data_time: 0.0174 memory: 18413 grad_norm: 6.1021 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.4799 loss: 2.4799 2022/08/10 16:09:15 - mmengine - INFO - Epoch(train) [2][1040/1879] lr: 6.5000e-03 eta: 1 day, 3:45:24 time: 0.8425 data_time: 0.0177 memory: 18413 grad_norm: 6.1124 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.4680 loss: 2.4680 2022/08/10 16:09:32 - mmengine - INFO - Epoch(train) [2][1060/1879] lr: 6.5000e-03 eta: 1 day, 3:42:24 time: 0.8428 data_time: 0.0193 memory: 18413 grad_norm: 6.1286 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3066 loss: 2.3066 2022/08/10 16:09:49 - mmengine - INFO - Epoch(train) [2][1080/1879] lr: 6.5000e-03 eta: 1 day, 3:39:27 time: 0.8434 data_time: 0.0191 memory: 18413 grad_norm: 6.1607 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.3560 loss: 2.3560 2022/08/10 16:10:06 - mmengine - INFO - Epoch(train) [2][1100/1879] lr: 6.5000e-03 eta: 1 day, 3:36:30 time: 0.8412 data_time: 0.0187 memory: 18413 grad_norm: 6.1983 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.4131 loss: 2.4131 2022/08/10 16:10:24 - mmengine - INFO - Epoch(train) [2][1120/1879] lr: 6.5000e-03 eta: 1 day, 3:34:23 time: 0.9190 data_time: 0.0809 memory: 18413 grad_norm: 6.0036 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.5871 loss: 2.5871 2022/08/10 16:10:25 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 16:10:41 - mmengine - INFO - Epoch(train) [2][1140/1879] lr: 6.5000e-03 eta: 1 day, 3:31:33 time: 0.8449 data_time: 0.0187 memory: 18413 grad_norm: 6.3074 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6051 loss: 2.6051 2022/08/10 16:10:58 - mmengine - INFO - Epoch(train) [2][1160/1879] lr: 6.5000e-03 eta: 1 day, 3:28:44 time: 0.8443 data_time: 0.0188 memory: 18413 grad_norm: 6.1122 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.6242 loss: 2.6242 2022/08/10 16:11:15 - mmengine - INFO - Epoch(train) [2][1180/1879] lr: 6.5000e-03 eta: 1 day, 3:25:57 time: 0.8439 data_time: 0.0178 memory: 18413 grad_norm: 6.1212 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.4979 loss: 2.4979 2022/08/10 16:11:32 - mmengine - INFO - Epoch(train) [2][1200/1879] lr: 6.5000e-03 eta: 1 day, 3:23:12 time: 0.8432 data_time: 0.0184 memory: 18413 grad_norm: 6.0909 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6583 loss: 2.6583 2022/08/10 16:11:49 - mmengine - INFO - Epoch(train) [2][1220/1879] lr: 6.5000e-03 eta: 1 day, 3:20:27 time: 0.8405 data_time: 0.0180 memory: 18413 grad_norm: 6.1045 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.3483 loss: 2.3483 2022/08/10 16:12:06 - mmengine - INFO - Epoch(train) [2][1240/1879] lr: 6.5000e-03 eta: 1 day, 3:17:43 time: 0.8401 data_time: 0.0185 memory: 18413 grad_norm: 6.0875 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.4877 loss: 2.4877 2022/08/10 16:12:22 - mmengine - INFO - Epoch(train) [2][1260/1879] lr: 6.5000e-03 eta: 1 day, 3:15:02 time: 0.8403 data_time: 0.0179 memory: 18413 grad_norm: 5.9917 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.4352 loss: 2.4352 2022/08/10 16:12:39 - mmengine - INFO - Epoch(train) [2][1280/1879] lr: 6.5000e-03 eta: 1 day, 3:12:23 time: 0.8409 data_time: 0.0185 memory: 18413 grad_norm: 6.0704 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2858 loss: 2.2858 2022/08/10 16:12:56 - mmengine - INFO - Epoch(train) [2][1300/1879] lr: 6.5000e-03 eta: 1 day, 3:09:46 time: 0.8413 data_time: 0.0188 memory: 18413 grad_norm: 6.1328 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 2.3776 loss: 2.3776 2022/08/10 16:13:13 - mmengine - INFO - Epoch(train) [2][1320/1879] lr: 6.5000e-03 eta: 1 day, 3:07:12 time: 0.8443 data_time: 0.0189 memory: 18413 grad_norm: 6.0627 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4128 loss: 2.4128 2022/08/10 16:13:30 - mmengine - INFO - Epoch(train) [2][1340/1879] lr: 6.5000e-03 eta: 1 day, 3:04:38 time: 0.8405 data_time: 0.0182 memory: 18413 grad_norm: 6.2009 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4542 loss: 2.4542 2022/08/10 16:13:47 - mmengine - INFO - Epoch(train) [2][1360/1879] lr: 6.5000e-03 eta: 1 day, 3:02:09 time: 0.8472 data_time: 0.0176 memory: 18413 grad_norm: 6.2446 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 2.5002 loss: 2.5002 2022/08/10 16:14:04 - mmengine - INFO - Epoch(train) [2][1380/1879] lr: 6.5000e-03 eta: 1 day, 2:59:45 time: 0.8519 data_time: 0.0178 memory: 18413 grad_norm: 6.1978 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.4008 loss: 2.4008 2022/08/10 16:14:20 - mmengine - INFO - Epoch(train) [2][1400/1879] lr: 6.5000e-03 eta: 1 day, 2:57:15 time: 0.8404 data_time: 0.0168 memory: 18413 grad_norm: 6.1886 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.2523 loss: 2.2523 2022/08/10 16:14:37 - mmengine - INFO - Epoch(train) [2][1420/1879] lr: 6.5000e-03 eta: 1 day, 2:54:48 time: 0.8418 data_time: 0.0179 memory: 18413 grad_norm: 6.2020 top1_acc: 0.3125 top5_acc: 0.8125 loss_cls: 2.6578 loss: 2.6578 2022/08/10 16:14:54 - mmengine - INFO - Epoch(train) [2][1440/1879] lr: 6.5000e-03 eta: 1 day, 2:52:22 time: 0.8408 data_time: 0.0188 memory: 18413 grad_norm: 6.1429 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4222 loss: 2.4222 2022/08/10 16:15:11 - mmengine - INFO - Epoch(train) [2][1460/1879] lr: 6.5000e-03 eta: 1 day, 2:49:59 time: 0.8431 data_time: 0.0182 memory: 18413 grad_norm: 6.0405 top1_acc: 0.3125 top5_acc: 0.8125 loss_cls: 2.1566 loss: 2.1566 2022/08/10 16:15:28 - mmengine - INFO - Epoch(train) [2][1480/1879] lr: 6.5000e-03 eta: 1 day, 2:47:46 time: 0.8579 data_time: 0.0216 memory: 18413 grad_norm: 6.2169 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.4245 loss: 2.4245 2022/08/10 16:15:45 - mmengine - INFO - Epoch(train) [2][1500/1879] lr: 6.5000e-03 eta: 1 day, 2:45:23 time: 0.8391 data_time: 0.0184 memory: 18413 grad_norm: 6.1903 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.4249 loss: 2.4249 2022/08/10 16:16:02 - mmengine - INFO - Epoch(train) [2][1520/1879] lr: 6.5000e-03 eta: 1 day, 2:43:02 time: 0.8384 data_time: 0.0185 memory: 18413 grad_norm: 6.1262 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4205 loss: 2.4205 2022/08/10 16:16:18 - mmengine - INFO - Epoch(train) [2][1540/1879] lr: 6.5000e-03 eta: 1 day, 2:40:42 time: 0.8378 data_time: 0.0177 memory: 18413 grad_norm: 6.0504 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4890 loss: 2.4890 2022/08/10 16:16:35 - mmengine - INFO - Epoch(train) [2][1560/1879] lr: 6.5000e-03 eta: 1 day, 2:38:25 time: 0.8417 data_time: 0.0175 memory: 18413 grad_norm: 6.0057 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.4180 loss: 2.4180 2022/08/10 16:16:52 - mmengine - INFO - Epoch(train) [2][1580/1879] lr: 6.5000e-03 eta: 1 day, 2:36:11 time: 0.8436 data_time: 0.0186 memory: 18413 grad_norm: 6.2951 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.4807 loss: 2.4807 2022/08/10 16:17:09 - mmengine - INFO - Epoch(train) [2][1600/1879] lr: 6.5000e-03 eta: 1 day, 2:33:58 time: 0.8426 data_time: 0.0184 memory: 18413 grad_norm: 6.1254 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.4277 loss: 2.4277 2022/08/10 16:17:26 - mmengine - INFO - Epoch(train) [2][1620/1879] lr: 6.5000e-03 eta: 1 day, 2:31:47 time: 0.8452 data_time: 0.0182 memory: 18413 grad_norm: 6.0017 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.0718 loss: 2.0718 2022/08/10 16:17:43 - mmengine - INFO - Epoch(train) [2][1640/1879] lr: 6.5000e-03 eta: 1 day, 2:29:39 time: 0.8480 data_time: 0.0248 memory: 18413 grad_norm: 6.0759 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 2.6094 loss: 2.6094 2022/08/10 16:18:00 - mmengine - INFO - Epoch(train) [2][1660/1879] lr: 6.5000e-03 eta: 1 day, 2:27:41 time: 0.8654 data_time: 0.0392 memory: 18413 grad_norm: 6.0480 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.2902 loss: 2.2902 2022/08/10 16:18:17 - mmengine - INFO - Epoch(train) [2][1680/1879] lr: 6.5000e-03 eta: 1 day, 2:25:31 time: 0.8379 data_time: 0.0174 memory: 18413 grad_norm: 6.1476 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3207 loss: 2.3207 2022/08/10 16:18:34 - mmengine - INFO - Epoch(train) [2][1700/1879] lr: 6.5000e-03 eta: 1 day, 2:23:22 time: 0.8396 data_time: 0.0175 memory: 18413 grad_norm: 6.1495 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.2936 loss: 2.2936 2022/08/10 16:18:51 - mmengine - INFO - Epoch(train) [2][1720/1879] lr: 6.5000e-03 eta: 1 day, 2:21:17 time: 0.8436 data_time: 0.0179 memory: 18413 grad_norm: 6.1925 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.4935 loss: 2.4935 2022/08/10 16:19:07 - mmengine - INFO - Epoch(train) [2][1740/1879] lr: 6.5000e-03 eta: 1 day, 2:19:13 time: 0.8438 data_time: 0.0182 memory: 18413 grad_norm: 6.0220 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.1546 loss: 2.1546 2022/08/10 16:19:24 - mmengine - INFO - Epoch(train) [2][1760/1879] lr: 6.5000e-03 eta: 1 day, 2:17:10 time: 0.8446 data_time: 0.0186 memory: 18413 grad_norm: 6.0272 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 2.3220 loss: 2.3220 2022/08/10 16:19:41 - mmengine - INFO - Epoch(train) [2][1780/1879] lr: 6.5000e-03 eta: 1 day, 2:15:11 time: 0.8476 data_time: 0.0200 memory: 18413 grad_norm: 6.0410 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4004 loss: 2.4004 2022/08/10 16:19:58 - mmengine - INFO - Epoch(train) [2][1800/1879] lr: 6.5000e-03 eta: 1 day, 2:13:12 time: 0.8477 data_time: 0.0168 memory: 18413 grad_norm: 5.9566 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.2111 loss: 2.2111 2022/08/10 16:20:15 - mmengine - INFO - Epoch(train) [2][1820/1879] lr: 6.5000e-03 eta: 1 day, 2:11:15 time: 0.8478 data_time: 0.0182 memory: 18413 grad_norm: 6.0772 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3572 loss: 2.3572 2022/08/10 16:20:32 - mmengine - INFO - Epoch(train) [2][1840/1879] lr: 6.5000e-03 eta: 1 day, 2:09:15 time: 0.8411 data_time: 0.0176 memory: 18413 grad_norm: 5.9935 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.3150 loss: 2.3150 2022/08/10 16:20:49 - mmengine - INFO - Epoch(train) [2][1860/1879] lr: 6.5000e-03 eta: 1 day, 2:07:18 time: 0.8452 data_time: 0.0178 memory: 18413 grad_norm: 6.1098 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2668 loss: 2.2668 2022/08/10 16:21:04 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 16:21:05 - mmengine - INFO - Epoch(train) [2][1879/1879] lr: 6.5000e-03 eta: 1 day, 2:07:18 time: 0.8192 data_time: 0.0159 memory: 18413 grad_norm: 6.2809 top1_acc: 0.2857 top5_acc: 0.7143 loss_cls: 2.2130 loss: 2.2130 2022/08/10 16:21:18 - mmengine - INFO - Epoch(val) [2][20/155] eta: 0:01:32 time: 0.6864 data_time: 0.4470 memory: 2590 2022/08/10 16:21:27 - mmengine - INFO - Epoch(val) [2][40/155] eta: 0:00:50 time: 0.4392 data_time: 0.2003 memory: 2590 2022/08/10 16:21:38 - mmengine - INFO - Epoch(val) [2][60/155] eta: 0:00:49 time: 0.5238 data_time: 0.2874 memory: 2590 2022/08/10 16:21:46 - mmengine - INFO - Epoch(val) [2][80/155] eta: 0:00:33 time: 0.4411 data_time: 0.2048 memory: 2590 2022/08/10 16:21:57 - mmengine - INFO - Epoch(val) [2][100/155] eta: 0:00:28 time: 0.5205 data_time: 0.2829 memory: 2590 2022/08/10 16:22:05 - mmengine - INFO - Epoch(val) [2][120/155] eta: 0:00:14 time: 0.4002 data_time: 0.1630 memory: 2590 2022/08/10 16:22:17 - mmengine - INFO - Epoch(val) [2][140/155] eta: 0:00:08 time: 0.5992 data_time: 0.3617 memory: 2590 2022/08/10 16:22:44 - mmengine - INFO - Epoch(val) [2][155/155] acc/top1: 0.4867 acc/top5: 0.7592 acc/mean1: 0.4866 2022/08/10 16:22:44 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_2.pth is removed 2022/08/10 16:22:45 - mmengine - INFO - The best checkpoint with 0.4867 acc/top1 at 3 epoch is saved to best_acc/top1_epoch_3.pth. 2022/08/10 16:23:11 - mmengine - INFO - Epoch(train) [3][20/1879] lr: 1.1000e-02 eta: 1 day, 2:00:43 time: 1.2893 data_time: 0.1701 memory: 18413 grad_norm: 6.2663 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.5358 loss: 2.5358 2022/08/10 16:23:28 - mmengine - INFO - Epoch(train) [3][40/1879] lr: 1.1000e-02 eta: 1 day, 1:58:54 time: 0.8519 data_time: 0.0205 memory: 18413 grad_norm: 6.2826 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.6093 loss: 2.6093 2022/08/10 16:23:45 - mmengine - INFO - Epoch(train) [3][60/1879] lr: 1.1000e-02 eta: 1 day, 1:57:00 time: 0.8409 data_time: 0.0168 memory: 18413 grad_norm: 6.2480 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.3849 loss: 2.3849 2022/08/10 16:24:02 - mmengine - INFO - Epoch(train) [3][80/1879] lr: 1.1000e-02 eta: 1 day, 1:55:10 time: 0.8471 data_time: 0.0179 memory: 18413 grad_norm: 6.3295 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.6240 loss: 2.6240 2022/08/10 16:24:19 - mmengine - INFO - Epoch(train) [3][100/1879] lr: 1.1000e-02 eta: 1 day, 1:53:22 time: 0.8481 data_time: 0.0179 memory: 18413 grad_norm: 6.3316 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.4999 loss: 2.4999 2022/08/10 16:24:36 - mmengine - INFO - Epoch(train) [3][120/1879] lr: 1.1000e-02 eta: 1 day, 1:51:32 time: 0.8420 data_time: 0.0171 memory: 18413 grad_norm: 6.2959 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.7019 loss: 2.7019 2022/08/10 16:24:52 - mmengine - INFO - Epoch(train) [3][140/1879] lr: 1.1000e-02 eta: 1 day, 1:49:43 time: 0.8417 data_time: 0.0177 memory: 18413 grad_norm: 6.1988 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.4073 loss: 2.4073 2022/08/10 16:25:09 - mmengine - INFO - Epoch(train) [3][160/1879] lr: 1.1000e-02 eta: 1 day, 1:47:55 time: 0.8434 data_time: 0.0194 memory: 18413 grad_norm: 6.1133 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4779 loss: 2.4779 2022/08/10 16:25:26 - mmengine - INFO - Epoch(train) [3][180/1879] lr: 1.1000e-02 eta: 1 day, 1:46:15 time: 0.8580 data_time: 0.0214 memory: 18413 grad_norm: 6.2363 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4773 loss: 2.4773 2022/08/10 16:25:43 - mmengine - INFO - Epoch(train) [3][200/1879] lr: 1.1000e-02 eta: 1 day, 1:44:30 time: 0.8457 data_time: 0.0175 memory: 18413 grad_norm: 6.1854 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.5567 loss: 2.5567 2022/08/10 16:26:00 - mmengine - INFO - Epoch(train) [3][220/1879] lr: 1.1000e-02 eta: 1 day, 1:42:44 time: 0.8401 data_time: 0.0170 memory: 18413 grad_norm: 6.1939 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.3622 loss: 2.3622 2022/08/10 16:26:17 - mmengine - INFO - Epoch(train) [3][240/1879] lr: 1.1000e-02 eta: 1 day, 1:40:59 time: 0.8417 data_time: 0.0174 memory: 18413 grad_norm: 5.9610 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.4953 loss: 2.4953 2022/08/10 16:26:19 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 16:26:34 - mmengine - INFO - Epoch(train) [3][260/1879] lr: 1.1000e-02 eta: 1 day, 1:39:21 time: 0.8544 data_time: 0.0232 memory: 18413 grad_norm: 6.1068 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8235 loss: 2.8235 2022/08/10 16:26:51 - mmengine - INFO - Epoch(train) [3][280/1879] lr: 1.1000e-02 eta: 1 day, 1:37:41 time: 0.8485 data_time: 0.0187 memory: 18413 grad_norm: 5.9353 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.3165 loss: 2.3165 2022/08/10 16:27:08 - mmengine - INFO - Epoch(train) [3][300/1879] lr: 1.1000e-02 eta: 1 day, 1:36:04 time: 0.8547 data_time: 0.0175 memory: 18413 grad_norm: 6.0654 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 2.4109 loss: 2.4109 2022/08/10 16:27:25 - mmengine - INFO - Epoch(train) [3][320/1879] lr: 1.1000e-02 eta: 1 day, 1:34:26 time: 0.8488 data_time: 0.0184 memory: 18413 grad_norm: 5.9254 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.6700 loss: 2.6700 2022/08/10 16:27:42 - mmengine - INFO - Epoch(train) [3][340/1879] lr: 1.1000e-02 eta: 1 day, 1:32:47 time: 0.8440 data_time: 0.0165 memory: 18413 grad_norm: 6.0920 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.5765 loss: 2.5765 2022/08/10 16:27:59 - mmengine - INFO - Epoch(train) [3][360/1879] lr: 1.1000e-02 eta: 1 day, 1:31:19 time: 0.8692 data_time: 0.0353 memory: 18413 grad_norm: 6.1458 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.5693 loss: 2.5693 2022/08/10 16:28:16 - mmengine - INFO - Epoch(train) [3][380/1879] lr: 1.1000e-02 eta: 1 day, 1:29:41 time: 0.8453 data_time: 0.0188 memory: 18413 grad_norm: 5.9529 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 2.3272 loss: 2.3272 2022/08/10 16:28:33 - mmengine - INFO - Epoch(train) [3][400/1879] lr: 1.1000e-02 eta: 1 day, 1:28:09 time: 0.8554 data_time: 0.0249 memory: 18413 grad_norm: 6.1107 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 2.5073 loss: 2.5073 2022/08/10 16:28:50 - mmengine - INFO - Epoch(train) [3][420/1879] lr: 1.1000e-02 eta: 1 day, 1:26:33 time: 0.8449 data_time: 0.0188 memory: 18413 grad_norm: 5.9051 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 2.4992 loss: 2.4992 2022/08/10 16:29:07 - mmengine - INFO - Epoch(train) [3][440/1879] lr: 1.1000e-02 eta: 1 day, 1:24:56 time: 0.8411 data_time: 0.0180 memory: 18413 grad_norm: 5.9960 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.5077 loss: 2.5077 2022/08/10 16:29:24 - mmengine - INFO - Epoch(train) [3][460/1879] lr: 1.1000e-02 eta: 1 day, 1:23:22 time: 0.8467 data_time: 0.0182 memory: 18413 grad_norm: 5.7991 top1_acc: 0.3125 top5_acc: 0.3750 loss_cls: 2.4050 loss: 2.4050 2022/08/10 16:29:41 - mmengine - INFO - Epoch(train) [3][480/1879] lr: 1.1000e-02 eta: 1 day, 1:21:49 time: 0.8482 data_time: 0.0170 memory: 18413 grad_norm: 6.0347 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.5996 loss: 2.5996 2022/08/10 16:29:58 - mmengine - INFO - Epoch(train) [3][500/1879] lr: 1.1000e-02 eta: 1 day, 1:20:16 time: 0.8449 data_time: 0.0170 memory: 18413 grad_norm: 5.9871 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.5977 loss: 2.5977 2022/08/10 16:30:15 - mmengine - INFO - Epoch(train) [3][520/1879] lr: 1.1000e-02 eta: 1 day, 1:18:45 time: 0.8490 data_time: 0.0178 memory: 18413 grad_norm: 5.8644 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6793 loss: 2.6793 2022/08/10 16:30:32 - mmengine - INFO - Epoch(train) [3][540/1879] lr: 1.1000e-02 eta: 1 day, 1:17:17 time: 0.8531 data_time: 0.0193 memory: 18413 grad_norm: 5.8843 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4614 loss: 2.4614 2022/08/10 16:30:49 - mmengine - INFO - Epoch(train) [3][560/1879] lr: 1.1000e-02 eta: 1 day, 1:15:52 time: 0.8605 data_time: 0.0196 memory: 18413 grad_norm: 5.9086 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.4792 loss: 2.4792 2022/08/10 16:31:06 - mmengine - INFO - Epoch(train) [3][580/1879] lr: 1.1000e-02 eta: 1 day, 1:14:24 time: 0.8502 data_time: 0.0165 memory: 18413 grad_norm: 5.8743 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.4948 loss: 2.4948 2022/08/10 16:31:23 - mmengine - INFO - Epoch(train) [3][600/1879] lr: 1.1000e-02 eta: 1 day, 1:12:56 time: 0.8495 data_time: 0.0178 memory: 18413 grad_norm: 5.9834 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.4703 loss: 2.4703 2022/08/10 16:31:40 - mmengine - INFO - Epoch(train) [3][620/1879] lr: 1.1000e-02 eta: 1 day, 1:11:28 time: 0.8488 data_time: 0.0172 memory: 18413 grad_norm: 5.8587 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5008 loss: 2.5008 2022/08/10 16:31:57 - mmengine - INFO - Epoch(train) [3][640/1879] lr: 1.1000e-02 eta: 1 day, 1:10:06 time: 0.8598 data_time: 0.0188 memory: 18413 grad_norm: 5.8118 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.6057 loss: 2.6057 2022/08/10 16:32:15 - mmengine - INFO - Epoch(train) [3][660/1879] lr: 1.1000e-02 eta: 1 day, 1:08:53 time: 0.8827 data_time: 0.0166 memory: 18413 grad_norm: 5.8021 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6286 loss: 2.6286 2022/08/10 16:32:32 - mmengine - INFO - Epoch(train) [3][680/1879] lr: 1.1000e-02 eta: 1 day, 1:07:33 time: 0.8627 data_time: 0.0174 memory: 18413 grad_norm: 5.7510 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.3690 loss: 2.3690 2022/08/10 16:32:49 - mmengine - INFO - Epoch(train) [3][700/1879] lr: 1.1000e-02 eta: 1 day, 1:06:10 time: 0.8533 data_time: 0.0187 memory: 18413 grad_norm: 5.8548 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.4497 loss: 2.4497 2022/08/10 16:33:06 - mmengine - INFO - Epoch(train) [3][720/1879] lr: 1.1000e-02 eta: 1 day, 1:04:44 time: 0.8451 data_time: 0.0168 memory: 18413 grad_norm: 5.8292 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.4311 loss: 2.4311 2022/08/10 16:33:23 - mmengine - INFO - Epoch(train) [3][740/1879] lr: 1.1000e-02 eta: 1 day, 1:03:19 time: 0.8466 data_time: 0.0167 memory: 18413 grad_norm: 5.8071 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3030 loss: 2.3030 2022/08/10 16:33:40 - mmengine - INFO - Epoch(train) [3][760/1879] lr: 1.1000e-02 eta: 1 day, 1:01:59 time: 0.8558 data_time: 0.0199 memory: 18413 grad_norm: 5.9848 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.3886 loss: 2.3886 2022/08/10 16:33:57 - mmengine - INFO - Epoch(train) [3][780/1879] lr: 1.1000e-02 eta: 1 day, 1:00:39 time: 0.8555 data_time: 0.0167 memory: 18413 grad_norm: 5.8957 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 2.3565 loss: 2.3565 2022/08/10 16:34:15 - mmengine - INFO - Epoch(train) [3][800/1879] lr: 1.1000e-02 eta: 1 day, 0:59:22 time: 0.8619 data_time: 0.0177 memory: 18413 grad_norm: 5.7822 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 2.5718 loss: 2.5718 2022/08/10 16:34:32 - mmengine - INFO - Epoch(train) [3][820/1879] lr: 1.1000e-02 eta: 1 day, 0:58:02 time: 0.8551 data_time: 0.0176 memory: 18413 grad_norm: 5.8233 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.4396 loss: 2.4396 2022/08/10 16:34:50 - mmengine - INFO - Epoch(train) [3][840/1879] lr: 1.1000e-02 eta: 1 day, 0:57:11 time: 0.9263 data_time: 0.0164 memory: 18413 grad_norm: 5.6057 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4484 loss: 2.4484 2022/08/10 16:35:07 - mmengine - INFO - Epoch(train) [3][860/1879] lr: 1.1000e-02 eta: 1 day, 0:55:55 time: 0.8594 data_time: 0.0174 memory: 18413 grad_norm: 5.6054 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 2.2085 loss: 2.2085 2022/08/10 16:35:25 - mmengine - INFO - Epoch(train) [3][880/1879] lr: 1.1000e-02 eta: 1 day, 0:54:47 time: 0.8801 data_time: 0.0485 memory: 18413 grad_norm: 5.6918 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 2.2207 loss: 2.2207 2022/08/10 16:35:42 - mmengine - INFO - Epoch(train) [3][900/1879] lr: 1.1000e-02 eta: 1 day, 0:53:28 time: 0.8522 data_time: 0.0175 memory: 18413 grad_norm: 5.9331 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.3231 loss: 2.3231 2022/08/10 16:35:59 - mmengine - INFO - Epoch(train) [3][920/1879] lr: 1.1000e-02 eta: 1 day, 0:52:10 time: 0.8510 data_time: 0.0176 memory: 18413 grad_norm: 5.6322 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.5198 loss: 2.5198 2022/08/10 16:36:16 - mmengine - INFO - Epoch(train) [3][940/1879] lr: 1.1000e-02 eta: 1 day, 0:50:51 time: 0.8479 data_time: 0.0189 memory: 18413 grad_norm: 5.7540 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 2.6068 loss: 2.6068 2022/08/10 16:36:33 - mmengine - INFO - Epoch(train) [3][960/1879] lr: 1.1000e-02 eta: 1 day, 0:49:33 time: 0.8479 data_time: 0.0166 memory: 18413 grad_norm: 5.6510 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.3469 loss: 2.3469 2022/08/10 16:36:50 - mmengine - INFO - Epoch(train) [3][980/1879] lr: 1.1000e-02 eta: 1 day, 0:48:22 time: 0.8683 data_time: 0.0184 memory: 18413 grad_norm: 5.6884 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.6133 loss: 2.6133 2022/08/10 16:37:07 - mmengine - INFO - Epoch(train) [3][1000/1879] lr: 1.1000e-02 eta: 1 day, 0:47:05 time: 0.8494 data_time: 0.0189 memory: 18413 grad_norm: 5.6691 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2781 loss: 2.2781 2022/08/10 16:37:24 - mmengine - INFO - Epoch(train) [3][1020/1879] lr: 1.1000e-02 eta: 1 day, 0:45:49 time: 0.8497 data_time: 0.0168 memory: 18413 grad_norm: 5.6440 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.3233 loss: 2.3233 2022/08/10 16:37:41 - mmengine - INFO - Epoch(train) [3][1040/1879] lr: 1.1000e-02 eta: 1 day, 0:44:32 time: 0.8455 data_time: 0.0167 memory: 18413 grad_norm: 5.6214 top1_acc: 0.3750 top5_acc: 0.4375 loss_cls: 2.5194 loss: 2.5194 2022/08/10 16:38:01 - mmengine - INFO - Epoch(train) [3][1060/1879] lr: 1.1000e-02 eta: 1 day, 0:43:57 time: 0.9595 data_time: 0.0172 memory: 18413 grad_norm: 5.6642 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.6145 loss: 2.6145 2022/08/10 16:38:18 - mmengine - INFO - Epoch(train) [3][1080/1879] lr: 1.1000e-02 eta: 1 day, 0:42:50 time: 0.8697 data_time: 0.0188 memory: 18413 grad_norm: 5.7072 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 2.2988 loss: 2.2988 2022/08/10 16:38:36 - mmengine - INFO - Epoch(train) [3][1100/1879] lr: 1.1000e-02 eta: 1 day, 0:41:48 time: 0.8852 data_time: 0.0190 memory: 18413 grad_norm: 5.6339 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2718 loss: 2.2718 2022/08/10 16:38:53 - mmengine - INFO - Epoch(train) [3][1120/1879] lr: 1.1000e-02 eta: 1 day, 0:40:37 time: 0.8563 data_time: 0.0206 memory: 18413 grad_norm: 5.7240 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.3899 loss: 2.3899 2022/08/10 16:39:10 - mmengine - INFO - Epoch(train) [3][1140/1879] lr: 1.1000e-02 eta: 1 day, 0:39:29 time: 0.8658 data_time: 0.0292 memory: 18413 grad_norm: 5.6103 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.4177 loss: 2.4177 2022/08/10 16:39:27 - mmengine - INFO - Epoch(train) [3][1160/1879] lr: 1.1000e-02 eta: 1 day, 0:38:17 time: 0.8544 data_time: 0.0180 memory: 18413 grad_norm: 5.6431 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4759 loss: 2.4759 2022/08/10 16:39:44 - mmengine - INFO - Epoch(train) [3][1180/1879] lr: 1.1000e-02 eta: 1 day, 0:37:06 time: 0.8535 data_time: 0.0179 memory: 18413 grad_norm: 5.5816 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.3832 loss: 2.3832 2022/08/10 16:40:01 - mmengine - INFO - Epoch(train) [3][1200/1879] lr: 1.1000e-02 eta: 1 day, 0:35:54 time: 0.8501 data_time: 0.0163 memory: 18413 grad_norm: 5.6224 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5302 loss: 2.5302 2022/08/10 16:40:18 - mmengine - INFO - Epoch(train) [3][1220/1879] lr: 1.1000e-02 eta: 1 day, 0:34:45 time: 0.8587 data_time: 0.0191 memory: 18413 grad_norm: 5.6202 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.3025 loss: 2.3025 2022/08/10 16:40:35 - mmengine - INFO - Epoch(train) [3][1240/1879] lr: 1.1000e-02 eta: 1 day, 0:33:34 time: 0.8521 data_time: 0.0184 memory: 18413 grad_norm: 5.6503 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2402 loss: 2.2402 2022/08/10 16:40:37 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 16:40:52 - mmengine - INFO - Epoch(train) [3][1260/1879] lr: 1.1000e-02 eta: 1 day, 0:32:21 time: 0.8434 data_time: 0.0185 memory: 18413 grad_norm: 5.5922 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.3125 loss: 2.3125 2022/08/10 16:41:09 - mmengine - INFO - Epoch(train) [3][1280/1879] lr: 1.1000e-02 eta: 1 day, 0:31:12 time: 0.8541 data_time: 0.0185 memory: 18413 grad_norm: 5.5969 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.2308 loss: 2.2308 2022/08/10 16:41:26 - mmengine - INFO - Epoch(train) [3][1300/1879] lr: 1.1000e-02 eta: 1 day, 0:30:00 time: 0.8447 data_time: 0.0164 memory: 18413 grad_norm: 5.5565 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0917 loss: 2.0917 2022/08/10 16:41:43 - mmengine - INFO - Epoch(train) [3][1320/1879] lr: 1.1000e-02 eta: 1 day, 0:28:48 time: 0.8438 data_time: 0.0180 memory: 18413 grad_norm: 5.5274 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4286 loss: 2.4286 2022/08/10 16:42:00 - mmengine - INFO - Epoch(train) [3][1340/1879] lr: 1.1000e-02 eta: 1 day, 0:27:38 time: 0.8455 data_time: 0.0189 memory: 18413 grad_norm: 5.6166 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.5005 loss: 2.5005 2022/08/10 16:42:17 - mmengine - INFO - Epoch(train) [3][1360/1879] lr: 1.1000e-02 eta: 1 day, 0:26:31 time: 0.8547 data_time: 0.0193 memory: 18413 grad_norm: 5.4877 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3220 loss: 2.3220 2022/08/10 16:42:34 - mmengine - INFO - Epoch(train) [3][1380/1879] lr: 1.1000e-02 eta: 1 day, 0:25:22 time: 0.8502 data_time: 0.0234 memory: 18413 grad_norm: 5.5598 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.4429 loss: 2.4429 2022/08/10 16:42:51 - mmengine - INFO - Epoch(train) [3][1400/1879] lr: 1.1000e-02 eta: 1 day, 0:24:14 time: 0.8503 data_time: 0.0163 memory: 18413 grad_norm: 5.5928 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.2670 loss: 2.2670 2022/08/10 16:43:08 - mmengine - INFO - Epoch(train) [3][1420/1879] lr: 1.1000e-02 eta: 1 day, 0:23:08 time: 0.8533 data_time: 0.0188 memory: 18413 grad_norm: 5.5359 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.2797 loss: 2.2797 2022/08/10 16:43:25 - mmengine - INFO - Epoch(train) [3][1440/1879] lr: 1.1000e-02 eta: 1 day, 0:22:01 time: 0.8496 data_time: 0.0187 memory: 18413 grad_norm: 5.5114 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4692 loss: 2.4692 2022/08/10 16:43:42 - mmengine - INFO - Epoch(train) [3][1460/1879] lr: 1.1000e-02 eta: 1 day, 0:20:56 time: 0.8556 data_time: 0.0171 memory: 18413 grad_norm: 5.3442 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.4758 loss: 2.4758 2022/08/10 16:44:00 - mmengine - INFO - Epoch(train) [3][1480/1879] lr: 1.1000e-02 eta: 1 day, 0:19:52 time: 0.8583 data_time: 0.0235 memory: 18413 grad_norm: 5.4849 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.4184 loss: 2.4184 2022/08/10 16:44:16 - mmengine - INFO - Epoch(train) [3][1500/1879] lr: 1.1000e-02 eta: 1 day, 0:18:45 time: 0.8468 data_time: 0.0181 memory: 18413 grad_norm: 5.4812 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.3500 loss: 2.3500 2022/08/10 16:44:33 - mmengine - INFO - Epoch(train) [3][1520/1879] lr: 1.1000e-02 eta: 1 day, 0:17:38 time: 0.8477 data_time: 0.0171 memory: 18413 grad_norm: 5.4426 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 2.3972 loss: 2.3972 2022/08/10 16:44:50 - mmengine - INFO - Epoch(train) [3][1540/1879] lr: 1.1000e-02 eta: 1 day, 0:16:32 time: 0.8464 data_time: 0.0182 memory: 18413 grad_norm: 5.5724 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.6683 loss: 2.6683 2022/08/10 16:45:07 - mmengine - INFO - Epoch(train) [3][1560/1879] lr: 1.1000e-02 eta: 1 day, 0:15:28 time: 0.8547 data_time: 0.0184 memory: 18413 grad_norm: 5.4349 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.3012 loss: 2.3012 2022/08/10 16:45:25 - mmengine - INFO - Epoch(train) [3][1580/1879] lr: 1.1000e-02 eta: 1 day, 0:14:35 time: 0.8842 data_time: 0.0448 memory: 18413 grad_norm: 5.3519 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.1453 loss: 2.1453 2022/08/10 16:45:42 - mmengine - INFO - Epoch(train) [3][1600/1879] lr: 1.1000e-02 eta: 1 day, 0:13:30 time: 0.8467 data_time: 0.0180 memory: 18413 grad_norm: 5.4867 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.3737 loss: 2.3737 2022/08/10 16:45:59 - mmengine - INFO - Epoch(train) [3][1620/1879] lr: 1.1000e-02 eta: 1 day, 0:12:27 time: 0.8546 data_time: 0.0171 memory: 18413 grad_norm: 5.4020 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.4651 loss: 2.4651 2022/08/10 16:46:16 - mmengine - INFO - Epoch(train) [3][1640/1879] lr: 1.1000e-02 eta: 1 day, 0:11:24 time: 0.8529 data_time: 0.0182 memory: 18413 grad_norm: 5.4833 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.3648 loss: 2.3648 2022/08/10 16:46:33 - mmengine - INFO - Epoch(train) [3][1660/1879] lr: 1.1000e-02 eta: 1 day, 0:10:19 time: 0.8435 data_time: 0.0148 memory: 18413 grad_norm: 5.4777 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.3842 loss: 2.3842 2022/08/10 16:46:50 - mmengine - INFO - Epoch(train) [3][1680/1879] lr: 1.1000e-02 eta: 1 day, 0:09:17 time: 0.8523 data_time: 0.0193 memory: 18413 grad_norm: 5.3841 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.2783 loss: 2.2783 2022/08/10 16:47:07 - mmengine - INFO - Epoch(train) [3][1700/1879] lr: 1.1000e-02 eta: 1 day, 0:08:16 time: 0.8547 data_time: 0.0188 memory: 18413 grad_norm: 5.4554 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.4312 loss: 2.4312 2022/08/10 16:47:24 - mmengine - INFO - Epoch(train) [3][1720/1879] lr: 1.1000e-02 eta: 1 day, 0:07:14 time: 0.8499 data_time: 0.0164 memory: 18413 grad_norm: 5.4940 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 2.3320 loss: 2.3320 2022/08/10 16:47:41 - mmengine - INFO - Epoch(train) [3][1740/1879] lr: 1.1000e-02 eta: 1 day, 0:06:11 time: 0.8471 data_time: 0.0162 memory: 18413 grad_norm: 5.4317 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.2627 loss: 2.2627 2022/08/10 16:47:59 - mmengine - INFO - Epoch(train) [3][1760/1879] lr: 1.1000e-02 eta: 1 day, 0:05:17 time: 0.8763 data_time: 0.0231 memory: 18413 grad_norm: 5.3205 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.2092 loss: 2.2092 2022/08/10 16:48:16 - mmengine - INFO - Epoch(train) [3][1780/1879] lr: 1.1000e-02 eta: 1 day, 0:04:17 time: 0.8513 data_time: 0.0245 memory: 18413 grad_norm: 5.4220 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2917 loss: 2.2917 2022/08/10 16:48:33 - mmengine - INFO - Epoch(train) [3][1800/1879] lr: 1.1000e-02 eta: 1 day, 0:03:13 time: 0.8424 data_time: 0.0181 memory: 18413 grad_norm: 5.4404 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3724 loss: 2.3724 2022/08/10 16:48:49 - mmengine - INFO - Epoch(train) [3][1820/1879] lr: 1.1000e-02 eta: 1 day, 0:02:12 time: 0.8476 data_time: 0.0160 memory: 18413 grad_norm: 5.4442 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3345 loss: 2.3345 2022/08/10 16:49:07 - mmengine - INFO - Epoch(train) [3][1840/1879] lr: 1.1000e-02 eta: 1 day, 0:01:14 time: 0.8574 data_time: 0.0209 memory: 18413 grad_norm: 5.3141 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.2840 loss: 2.2840 2022/08/10 16:49:24 - mmengine - INFO - Epoch(train) [3][1860/1879] lr: 1.1000e-02 eta: 1 day, 0:00:14 time: 0.8501 data_time: 0.0163 memory: 18413 grad_norm: 5.4665 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.9782 loss: 1.9782 2022/08/10 16:49:39 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 16:49:39 - mmengine - INFO - Epoch(train) [3][1879/1879] lr: 1.1000e-02 eta: 1 day, 0:00:14 time: 0.8331 data_time: 0.0168 memory: 18413 grad_norm: 5.7050 top1_acc: 0.4286 top5_acc: 0.5714 loss_cls: 2.2731 loss: 2.2731 2022/08/10 16:49:40 - mmengine - INFO - Saving checkpoint at 3 epochs 2022/08/10 16:49:55 - mmengine - INFO - Epoch(val) [3][20/155] eta: 0:01:29 time: 0.6595 data_time: 0.4217 memory: 2590 2022/08/10 16:50:02 - mmengine - INFO - Epoch(val) [3][40/155] eta: 0:00:40 time: 0.3551 data_time: 0.1202 memory: 2590 2022/08/10 16:50:19 - mmengine - INFO - Epoch(val) [3][60/155] eta: 0:01:23 time: 0.8825 data_time: 0.6471 memory: 2590 2022/08/10 16:50:27 - mmengine - INFO - Epoch(val) [3][80/155] eta: 0:00:28 time: 0.3803 data_time: 0.1467 memory: 2590 2022/08/10 16:50:37 - mmengine - INFO - Epoch(val) [3][100/155] eta: 0:00:26 time: 0.4755 data_time: 0.2384 memory: 2590 2022/08/10 16:50:44 - mmengine - INFO - Epoch(val) [3][120/155] eta: 0:00:13 time: 0.3776 data_time: 0.1418 memory: 2590 2022/08/10 16:50:53 - mmengine - INFO - Epoch(val) [3][140/155] eta: 0:00:06 time: 0.4663 data_time: 0.2322 memory: 2590 2022/08/10 16:51:45 - mmengine - INFO - Epoch(val) [3][155/155] acc/top1: 0.4944 acc/top5: 0.7571 acc/mean1: 0.4942 2022/08/10 16:51:45 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_3.pth is removed 2022/08/10 16:51:47 - mmengine - INFO - The best checkpoint with 0.4944 acc/top1 at 4 epoch is saved to best_acc/top1_epoch_4.pth. 2022/08/10 16:52:11 - mmengine - INFO - Epoch(train) [4][20/1879] lr: 1.5500e-02 eta: 23:55:58 time: 1.2115 data_time: 0.2044 memory: 18413 grad_norm: 5.5975 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5270 loss: 2.5270 2022/08/10 16:52:28 - mmengine - INFO - Epoch(train) [4][40/1879] lr: 1.5500e-02 eta: 23:54:58 time: 0.8449 data_time: 0.0176 memory: 18413 grad_norm: 5.5237 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.2709 loss: 2.2709 2022/08/10 16:52:45 - mmengine - INFO - Epoch(train) [4][60/1879] lr: 1.5500e-02 eta: 23:53:59 time: 0.8491 data_time: 0.0178 memory: 18413 grad_norm: 5.5731 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.4939 loss: 2.4939 2022/08/10 16:53:02 - mmengine - INFO - Epoch(train) [4][80/1879] lr: 1.5500e-02 eta: 23:53:00 time: 0.8444 data_time: 0.0176 memory: 18413 grad_norm: 5.5045 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 2.5282 loss: 2.5282 2022/08/10 16:53:19 - mmengine - INFO - Epoch(train) [4][100/1879] lr: 1.5500e-02 eta: 23:52:01 time: 0.8485 data_time: 0.0162 memory: 18413 grad_norm: 5.4570 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.2625 loss: 2.2625 2022/08/10 16:53:36 - mmengine - INFO - Epoch(train) [4][120/1879] lr: 1.5500e-02 eta: 23:51:03 time: 0.8477 data_time: 0.0188 memory: 18413 grad_norm: 5.3412 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.4115 loss: 2.4115 2022/08/10 16:53:53 - mmengine - INFO - Epoch(train) [4][140/1879] lr: 1.5500e-02 eta: 23:50:06 time: 0.8501 data_time: 0.0173 memory: 18413 grad_norm: 5.3965 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.4504 loss: 2.4504 2022/08/10 16:54:10 - mmengine - INFO - Epoch(train) [4][160/1879] lr: 1.5500e-02 eta: 23:49:09 time: 0.8487 data_time: 0.0175 memory: 18413 grad_norm: 5.4298 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.4908 loss: 2.4908 2022/08/10 16:54:27 - mmengine - INFO - Epoch(train) [4][180/1879] lr: 1.5500e-02 eta: 23:48:13 time: 0.8518 data_time: 0.0182 memory: 18413 grad_norm: 5.3816 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.4876 loss: 2.4876 2022/08/10 16:54:44 - mmengine - INFO - Epoch(train) [4][200/1879] lr: 1.5500e-02 eta: 23:47:16 time: 0.8493 data_time: 0.0188 memory: 18413 grad_norm: 5.3024 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3066 loss: 2.3066 2022/08/10 16:55:01 - mmengine - INFO - Epoch(train) [4][220/1879] lr: 1.5500e-02 eta: 23:46:20 time: 0.8508 data_time: 0.0178 memory: 18413 grad_norm: 5.4351 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.5839 loss: 2.5839 2022/08/10 16:55:18 - mmengine - INFO - Epoch(train) [4][240/1879] lr: 1.5500e-02 eta: 23:45:25 time: 0.8531 data_time: 0.0201 memory: 18413 grad_norm: 5.3357 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5256 loss: 2.5256 2022/08/10 16:55:35 - mmengine - INFO - Epoch(train) [4][260/1879] lr: 1.5500e-02 eta: 23:44:32 time: 0.8568 data_time: 0.0178 memory: 18413 grad_norm: 5.4450 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.4693 loss: 2.4693 2022/08/10 16:55:52 - mmengine - INFO - Epoch(train) [4][280/1879] lr: 1.5500e-02 eta: 23:43:38 time: 0.8551 data_time: 0.0189 memory: 18413 grad_norm: 5.3655 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2711 loss: 2.2711 2022/08/10 16:56:09 - mmengine - INFO - Epoch(train) [4][300/1879] lr: 1.5500e-02 eta: 23:42:45 time: 0.8571 data_time: 0.0180 memory: 18413 grad_norm: 5.2058 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.4776 loss: 2.4776 2022/08/10 16:56:26 - mmengine - INFO - Epoch(train) [4][320/1879] lr: 1.5500e-02 eta: 23:41:50 time: 0.8496 data_time: 0.0174 memory: 18413 grad_norm: 5.0921 top1_acc: 0.3750 top5_acc: 0.4375 loss_cls: 2.3488 loss: 2.3488 2022/08/10 16:56:43 - mmengine - INFO - Epoch(train) [4][340/1879] lr: 1.5500e-02 eta: 23:40:55 time: 0.8472 data_time: 0.0169 memory: 18413 grad_norm: 5.2992 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.4573 loss: 2.4573 2022/08/10 16:57:00 - mmengine - INFO - Epoch(train) [4][360/1879] lr: 1.5500e-02 eta: 23:39:59 time: 0.8470 data_time: 0.0172 memory: 18413 grad_norm: 5.2648 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.1550 loss: 2.1550 2022/08/10 16:57:03 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 16:57:17 - mmengine - INFO - Epoch(train) [4][380/1879] lr: 1.5500e-02 eta: 23:39:08 time: 0.8575 data_time: 0.0318 memory: 18413 grad_norm: 5.1663 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.5124 loss: 2.5124 2022/08/10 16:57:34 - mmengine - INFO - Epoch(train) [4][400/1879] lr: 1.5500e-02 eta: 23:38:15 time: 0.8536 data_time: 0.0242 memory: 18413 grad_norm: 5.2131 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2618 loss: 2.2618 2022/08/10 16:57:53 - mmengine - INFO - Epoch(train) [4][420/1879] lr: 1.5500e-02 eta: 23:37:41 time: 0.9183 data_time: 0.0293 memory: 18413 grad_norm: 5.2369 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.5159 loss: 2.5159 2022/08/10 16:58:10 - mmengine - INFO - Epoch(train) [4][440/1879] lr: 1.5500e-02 eta: 23:36:46 time: 0.8442 data_time: 0.0174 memory: 18413 grad_norm: 5.1276 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.4222 loss: 2.4222 2022/08/10 16:58:27 - mmengine - INFO - Epoch(train) [4][460/1879] lr: 1.5500e-02 eta: 23:35:53 time: 0.8511 data_time: 0.0188 memory: 18413 grad_norm: 5.3747 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4212 loss: 2.4212 2022/08/10 16:58:43 - mmengine - INFO - Epoch(train) [4][480/1879] lr: 1.5500e-02 eta: 23:34:59 time: 0.8457 data_time: 0.0185 memory: 18413 grad_norm: 5.1935 top1_acc: 0.1875 top5_acc: 0.3750 loss_cls: 2.4592 loss: 2.4592 2022/08/10 16:59:00 - mmengine - INFO - Epoch(train) [4][500/1879] lr: 1.5500e-02 eta: 23:34:05 time: 0.8465 data_time: 0.0169 memory: 18413 grad_norm: 5.0249 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.2235 loss: 2.2235 2022/08/10 16:59:17 - mmengine - INFO - Epoch(train) [4][520/1879] lr: 1.5500e-02 eta: 23:33:14 time: 0.8537 data_time: 0.0178 memory: 18413 grad_norm: 5.2364 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3474 loss: 2.3474 2022/08/10 16:59:34 - mmengine - INFO - Epoch(train) [4][540/1879] lr: 1.5500e-02 eta: 23:32:21 time: 0.8492 data_time: 0.0170 memory: 18413 grad_norm: 5.2381 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 2.4704 loss: 2.4704 2022/08/10 16:59:52 - mmengine - INFO - Epoch(train) [4][560/1879] lr: 1.5500e-02 eta: 23:31:31 time: 0.8553 data_time: 0.0166 memory: 18413 grad_norm: 5.1898 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.3174 loss: 2.3174 2022/08/10 17:00:09 - mmengine - INFO - Epoch(train) [4][580/1879] lr: 1.5500e-02 eta: 23:30:39 time: 0.8505 data_time: 0.0188 memory: 18413 grad_norm: 4.9998 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.7760 loss: 2.7760 2022/08/10 17:00:26 - mmengine - INFO - Epoch(train) [4][600/1879] lr: 1.5500e-02 eta: 23:29:51 time: 0.8621 data_time: 0.0208 memory: 18413 grad_norm: 5.1305 top1_acc: 0.3125 top5_acc: 0.8125 loss_cls: 2.4134 loss: 2.4134 2022/08/10 17:00:43 - mmengine - INFO - Epoch(train) [4][620/1879] lr: 1.5500e-02 eta: 23:29:02 time: 0.8574 data_time: 0.0212 memory: 18413 grad_norm: 5.0634 top1_acc: 0.3750 top5_acc: 0.4375 loss_cls: 2.3454 loss: 2.3454 2022/08/10 17:01:00 - mmengine - INFO - Epoch(train) [4][640/1879] lr: 1.5500e-02 eta: 23:28:10 time: 0.8486 data_time: 0.0178 memory: 18413 grad_norm: 5.0200 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.3124 loss: 2.3124 2022/08/10 17:01:17 - mmengine - INFO - Epoch(train) [4][660/1879] lr: 1.5500e-02 eta: 23:27:20 time: 0.8525 data_time: 0.0167 memory: 18413 grad_norm: 4.9558 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6146 loss: 2.6146 2022/08/10 17:01:34 - mmengine - INFO - Epoch(train) [4][680/1879] lr: 1.5500e-02 eta: 23:26:31 time: 0.8557 data_time: 0.0172 memory: 18413 grad_norm: 4.9497 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.2523 loss: 2.2523 2022/08/10 17:01:51 - mmengine - INFO - Epoch(train) [4][700/1879] lr: 1.5500e-02 eta: 23:25:40 time: 0.8476 data_time: 0.0179 memory: 18413 grad_norm: 5.1278 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4007 loss: 2.4007 2022/08/10 17:02:08 - mmengine - INFO - Epoch(train) [4][720/1879] lr: 1.5500e-02 eta: 23:24:52 time: 0.8586 data_time: 0.0234 memory: 18413 grad_norm: 5.0168 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.3847 loss: 2.3847 2022/08/10 17:02:25 - mmengine - INFO - Epoch(train) [4][740/1879] lr: 1.5500e-02 eta: 23:24:03 time: 0.8550 data_time: 0.0183 memory: 18413 grad_norm: 4.9309 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.3847 loss: 2.3847 2022/08/10 17:02:42 - mmengine - INFO - Epoch(train) [4][760/1879] lr: 1.5500e-02 eta: 23:23:15 time: 0.8576 data_time: 0.0169 memory: 18413 grad_norm: 4.9900 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.3921 loss: 2.3921 2022/08/10 17:03:02 - mmengine - INFO - Epoch(train) [4][780/1879] lr: 1.5500e-02 eta: 23:23:04 time: 0.9927 data_time: 0.0164 memory: 18413 grad_norm: 5.1185 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3301 loss: 2.3301 2022/08/10 17:03:20 - mmengine - INFO - Epoch(train) [4][800/1879] lr: 1.5500e-02 eta: 23:22:21 time: 0.8718 data_time: 0.0284 memory: 18413 grad_norm: 4.9956 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.4285 loss: 2.4285 2022/08/10 17:03:37 - mmengine - INFO - Epoch(train) [4][820/1879] lr: 1.5500e-02 eta: 23:21:33 time: 0.8568 data_time: 0.0180 memory: 18413 grad_norm: 5.0342 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.2808 loss: 2.2808 2022/08/10 17:03:54 - mmengine - INFO - Epoch(train) [4][840/1879] lr: 1.5500e-02 eta: 23:20:47 time: 0.8605 data_time: 0.0176 memory: 18413 grad_norm: 5.0164 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.0954 loss: 2.0954 2022/08/10 17:04:11 - mmengine - INFO - Epoch(train) [4][860/1879] lr: 1.5500e-02 eta: 23:19:58 time: 0.8504 data_time: 0.0166 memory: 18413 grad_norm: 4.9833 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 2.3754 loss: 2.3754 2022/08/10 17:04:28 - mmengine - INFO - Epoch(train) [4][880/1879] lr: 1.5500e-02 eta: 23:19:11 time: 0.8591 data_time: 0.0178 memory: 18413 grad_norm: 5.0763 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.3884 loss: 2.3884 2022/08/10 17:04:45 - mmengine - INFO - Epoch(train) [4][900/1879] lr: 1.5500e-02 eta: 23:18:22 time: 0.8489 data_time: 0.0170 memory: 18413 grad_norm: 5.0548 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4483 loss: 2.4483 2022/08/10 17:05:02 - mmengine - INFO - Epoch(train) [4][920/1879] lr: 1.5500e-02 eta: 23:17:34 time: 0.8504 data_time: 0.0179 memory: 18413 grad_norm: 5.0507 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.4440 loss: 2.4440 2022/08/10 17:05:22 - mmengine - INFO - Epoch(train) [4][940/1879] lr: 1.5500e-02 eta: 23:17:16 time: 0.9653 data_time: 0.1179 memory: 18413 grad_norm: 4.9302 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.4242 loss: 2.4242 2022/08/10 17:05:39 - mmengine - INFO - Epoch(train) [4][960/1879] lr: 1.5500e-02 eta: 23:16:31 time: 0.8613 data_time: 0.0191 memory: 18413 grad_norm: 4.8499 top1_acc: 0.3125 top5_acc: 0.8125 loss_cls: 2.2658 loss: 2.2658 2022/08/10 17:05:56 - mmengine - INFO - Epoch(train) [4][980/1879] lr: 1.5500e-02 eta: 23:15:43 time: 0.8480 data_time: 0.0176 memory: 18413 grad_norm: 4.9639 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.4347 loss: 2.4347 2022/08/10 17:06:13 - mmengine - INFO - Epoch(train) [4][1000/1879] lr: 1.5500e-02 eta: 23:14:57 time: 0.8569 data_time: 0.0181 memory: 18413 grad_norm: 5.0619 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0467 loss: 2.0467 2022/08/10 17:06:32 - mmengine - INFO - Epoch(train) [4][1020/1879] lr: 1.5500e-02 eta: 23:14:30 time: 0.9317 data_time: 0.0956 memory: 18413 grad_norm: 4.7951 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.3744 loss: 2.3744 2022/08/10 17:06:49 - mmengine - INFO - Epoch(train) [4][1040/1879] lr: 1.5500e-02 eta: 23:13:44 time: 0.8537 data_time: 0.0187 memory: 18413 grad_norm: 5.0359 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.4722 loss: 2.4722 2022/08/10 17:07:09 - mmengine - INFO - Epoch(train) [4][1060/1879] lr: 1.5500e-02 eta: 23:13:41 time: 1.0219 data_time: 0.0183 memory: 18413 grad_norm: 4.9434 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.2977 loss: 2.2977 2022/08/10 17:07:26 - mmengine - INFO - Epoch(train) [4][1080/1879] lr: 1.5500e-02 eta: 23:12:53 time: 0.8484 data_time: 0.0177 memory: 18413 grad_norm: 4.9287 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.3231 loss: 2.3231 2022/08/10 17:07:43 - mmengine - INFO - Epoch(train) [4][1100/1879] lr: 1.5500e-02 eta: 23:12:08 time: 0.8560 data_time: 0.0175 memory: 18413 grad_norm: 4.9518 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.4662 loss: 2.4662 2022/08/10 17:08:01 - mmengine - INFO - Epoch(train) [4][1120/1879] lr: 1.5500e-02 eta: 23:11:26 time: 0.8706 data_time: 0.0227 memory: 18413 grad_norm: 4.9429 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.3765 loss: 2.3765 2022/08/10 17:08:18 - mmengine - INFO - Epoch(train) [4][1140/1879] lr: 1.5500e-02 eta: 23:10:42 time: 0.8605 data_time: 0.0171 memory: 18413 grad_norm: 4.8197 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 2.3133 loss: 2.3133 2022/08/10 17:08:35 - mmengine - INFO - Epoch(train) [4][1160/1879] lr: 1.5500e-02 eta: 23:09:58 time: 0.8586 data_time: 0.0199 memory: 18413 grad_norm: 4.9286 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.3662 loss: 2.3662 2022/08/10 17:08:52 - mmengine - INFO - Epoch(train) [4][1180/1879] lr: 1.5500e-02 eta: 23:09:11 time: 0.8484 data_time: 0.0175 memory: 18413 grad_norm: 4.8451 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1039 loss: 2.1039 2022/08/10 17:09:09 - mmengine - INFO - Epoch(train) [4][1200/1879] lr: 1.5500e-02 eta: 23:08:24 time: 0.8480 data_time: 0.0166 memory: 18413 grad_norm: 4.8767 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1875 loss: 2.1875 2022/08/10 17:09:26 - mmengine - INFO - Epoch(train) [4][1220/1879] lr: 1.5500e-02 eta: 23:07:38 time: 0.8487 data_time: 0.0189 memory: 18413 grad_norm: 4.7444 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3354 loss: 2.3354 2022/08/10 17:09:43 - mmengine - INFO - Epoch(train) [4][1240/1879] lr: 1.5500e-02 eta: 23:06:51 time: 0.8469 data_time: 0.0149 memory: 18413 grad_norm: 4.8439 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.4381 loss: 2.4381 2022/08/10 17:10:00 - mmengine - INFO - Epoch(train) [4][1260/1879] lr: 1.5500e-02 eta: 23:06:05 time: 0.8485 data_time: 0.0189 memory: 18413 grad_norm: 4.8641 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3016 loss: 2.3016 2022/08/10 17:10:17 - mmengine - INFO - Epoch(train) [4][1280/1879] lr: 1.5500e-02 eta: 23:05:19 time: 0.8515 data_time: 0.0175 memory: 18413 grad_norm: 4.7946 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.2161 loss: 2.2161 2022/08/10 17:10:34 - mmengine - INFO - Epoch(train) [4][1300/1879] lr: 1.5500e-02 eta: 23:04:40 time: 0.8759 data_time: 0.0375 memory: 18413 grad_norm: 4.7426 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 2.0101 loss: 2.0101 2022/08/10 17:10:51 - mmengine - INFO - Epoch(train) [4][1320/1879] lr: 1.5500e-02 eta: 23:03:54 time: 0.8465 data_time: 0.0175 memory: 18413 grad_norm: 4.8848 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.1996 loss: 2.1996 2022/08/10 17:11:08 - mmengine - INFO - Epoch(train) [4][1340/1879] lr: 1.5500e-02 eta: 23:03:10 time: 0.8516 data_time: 0.0181 memory: 18413 grad_norm: 4.7348 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.5039 loss: 2.5039 2022/08/10 17:11:25 - mmengine - INFO - Epoch(train) [4][1360/1879] lr: 1.5500e-02 eta: 23:02:26 time: 0.8546 data_time: 0.0184 memory: 18413 grad_norm: 4.7094 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.2110 loss: 2.2110 2022/08/10 17:11:28 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 17:11:43 - mmengine - INFO - Epoch(train) [4][1380/1879] lr: 1.5500e-02 eta: 23:01:48 time: 0.8767 data_time: 0.0154 memory: 18413 grad_norm: 4.8059 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1100 loss: 2.1100 2022/08/10 17:12:00 - mmengine - INFO - Epoch(train) [4][1400/1879] lr: 1.5500e-02 eta: 23:01:02 time: 0.8486 data_time: 0.0166 memory: 18413 grad_norm: 4.8819 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3361 loss: 2.3361 2022/08/10 17:12:23 - mmengine - INFO - Epoch(train) [4][1420/1879] lr: 1.5500e-02 eta: 23:01:28 time: 1.1357 data_time: 0.0163 memory: 18413 grad_norm: 4.7736 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 2.1753 loss: 2.1753 2022/08/10 17:12:40 - mmengine - INFO - Epoch(train) [4][1440/1879] lr: 1.5500e-02 eta: 23:00:44 time: 0.8496 data_time: 0.0185 memory: 18413 grad_norm: 4.9106 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3785 loss: 2.3785 2022/08/10 17:12:57 - mmengine - INFO - Epoch(train) [4][1460/1879] lr: 1.5500e-02 eta: 22:59:59 time: 0.8507 data_time: 0.0191 memory: 18413 grad_norm: 4.7715 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1314 loss: 2.1314 2022/08/10 17:13:14 - mmengine - INFO - Epoch(train) [4][1480/1879] lr: 1.5500e-02 eta: 22:59:15 time: 0.8494 data_time: 0.0159 memory: 18413 grad_norm: 4.7687 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.1733 loss: 2.1733 2022/08/10 17:13:31 - mmengine - INFO - Epoch(train) [4][1500/1879] lr: 1.5500e-02 eta: 22:58:32 time: 0.8567 data_time: 0.0203 memory: 18413 grad_norm: 4.8493 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 2.1870 loss: 2.1870 2022/08/10 17:13:48 - mmengine - INFO - Epoch(train) [4][1520/1879] lr: 1.5500e-02 eta: 22:57:49 time: 0.8542 data_time: 0.0158 memory: 18413 grad_norm: 4.8734 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.1569 loss: 2.1569 2022/08/10 17:14:05 - mmengine - INFO - Epoch(train) [4][1540/1879] lr: 1.5500e-02 eta: 22:57:05 time: 0.8493 data_time: 0.0186 memory: 18413 grad_norm: 4.7455 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.3509 loss: 2.3509 2022/08/10 17:14:22 - mmengine - INFO - Epoch(train) [4][1560/1879] lr: 1.5500e-02 eta: 22:56:29 time: 0.8784 data_time: 0.0499 memory: 18413 grad_norm: 4.7665 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.4202 loss: 2.4202 2022/08/10 17:14:40 - mmengine - INFO - Epoch(train) [4][1580/1879] lr: 1.5500e-02 eta: 22:55:48 time: 0.8604 data_time: 0.0225 memory: 18413 grad_norm: 4.8632 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.2239 loss: 2.2239 2022/08/10 17:15:03 - mmengine - INFO - Epoch(train) [4][1600/1879] lr: 1.5500e-02 eta: 22:56:18 time: 1.1587 data_time: 0.3222 memory: 18413 grad_norm: 4.8298 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.2376 loss: 2.2376 2022/08/10 17:15:23 - mmengine - INFO - Epoch(train) [4][1620/1879] lr: 1.5500e-02 eta: 22:56:12 time: 1.0051 data_time: 0.1519 memory: 18413 grad_norm: 4.7513 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2720 loss: 2.2720 2022/08/10 17:15:40 - mmengine - INFO - Epoch(train) [4][1640/1879] lr: 1.5500e-02 eta: 22:55:31 time: 0.8614 data_time: 0.0266 memory: 18413 grad_norm: 4.6676 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9063 loss: 1.9063 2022/08/10 17:15:57 - mmengine - INFO - Epoch(train) [4][1660/1879] lr: 1.5500e-02 eta: 22:54:47 time: 0.8485 data_time: 0.0192 memory: 18413 grad_norm: 4.8155 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 2.1946 loss: 2.1946 2022/08/10 17:16:14 - mmengine - INFO - Epoch(train) [4][1680/1879] lr: 1.5500e-02 eta: 22:54:05 time: 0.8523 data_time: 0.0169 memory: 18413 grad_norm: 4.6567 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1958 loss: 2.1958 2022/08/10 17:16:31 - mmengine - INFO - Epoch(train) [4][1700/1879] lr: 1.5500e-02 eta: 22:53:22 time: 0.8533 data_time: 0.0178 memory: 18413 grad_norm: 4.6795 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0592 loss: 2.0592 2022/08/10 17:16:48 - mmengine - INFO - Epoch(train) [4][1720/1879] lr: 1.5500e-02 eta: 22:52:41 time: 0.8554 data_time: 0.0182 memory: 18413 grad_norm: 4.8399 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.1290 loss: 2.1290 2022/08/10 17:17:05 - mmengine - INFO - Epoch(train) [4][1740/1879] lr: 1.5500e-02 eta: 22:51:58 time: 0.8491 data_time: 0.0149 memory: 18413 grad_norm: 4.6685 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.1769 loss: 2.1769 2022/08/10 17:17:23 - mmengine - INFO - Epoch(train) [4][1760/1879] lr: 1.5500e-02 eta: 22:51:18 time: 0.8640 data_time: 0.0225 memory: 18413 grad_norm: 4.8275 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.5122 loss: 2.5122 2022/08/10 17:17:40 - mmengine - INFO - Epoch(train) [4][1780/1879] lr: 1.5500e-02 eta: 22:50:37 time: 0.8543 data_time: 0.0192 memory: 18413 grad_norm: 4.6407 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1483 loss: 2.1483 2022/08/10 17:17:57 - mmengine - INFO - Epoch(train) [4][1800/1879] lr: 1.5500e-02 eta: 22:49:59 time: 0.8670 data_time: 0.0214 memory: 18413 grad_norm: 4.7344 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.3911 loss: 2.3911 2022/08/10 17:18:14 - mmengine - INFO - Epoch(train) [4][1820/1879] lr: 1.5500e-02 eta: 22:49:19 time: 0.8618 data_time: 0.0175 memory: 18413 grad_norm: 4.8581 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.1295 loss: 2.1295 2022/08/10 17:18:31 - mmengine - INFO - Epoch(train) [4][1840/1879] lr: 1.5500e-02 eta: 22:48:38 time: 0.8531 data_time: 0.0189 memory: 18413 grad_norm: 4.6777 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0419 loss: 2.0419 2022/08/10 17:18:48 - mmengine - INFO - Epoch(train) [4][1860/1879] lr: 1.5500e-02 eta: 22:47:56 time: 0.8529 data_time: 0.0195 memory: 18413 grad_norm: 4.7901 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.1003 loss: 2.1003 2022/08/10 17:19:04 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 17:19:04 - mmengine - INFO - Epoch(train) [4][1879/1879] lr: 1.5500e-02 eta: 22:47:56 time: 0.8222 data_time: 0.0149 memory: 18413 grad_norm: 4.8309 top1_acc: 0.1429 top5_acc: 0.4286 loss_cls: 2.1620 loss: 2.1620 2022/08/10 17:19:16 - mmengine - INFO - Epoch(val) [4][20/155] eta: 0:01:24 time: 0.6230 data_time: 0.3829 memory: 2590 2022/08/10 17:19:24 - mmengine - INFO - Epoch(val) [4][40/155] eta: 0:00:43 time: 0.3782 data_time: 0.1424 memory: 2590 2022/08/10 17:19:33 - mmengine - INFO - Epoch(val) [4][60/155] eta: 0:00:40 time: 0.4248 data_time: 0.1894 memory: 2590 2022/08/10 17:19:41 - mmengine - INFO - Epoch(val) [4][80/155] eta: 0:00:29 time: 0.3983 data_time: 0.1604 memory: 2590 2022/08/10 17:19:49 - mmengine - INFO - Epoch(val) [4][100/155] eta: 0:00:24 time: 0.4459 data_time: 0.2091 memory: 2590 2022/08/10 17:19:58 - mmengine - INFO - Epoch(val) [4][120/155] eta: 0:00:14 time: 0.4138 data_time: 0.1777 memory: 2590 2022/08/10 17:20:12 - mmengine - INFO - Epoch(val) [4][140/155] eta: 0:00:10 time: 0.6969 data_time: 0.4597 memory: 2590 2022/08/10 17:20:58 - mmengine - INFO - Epoch(val) [4][155/155] acc/top1: 0.4999 acc/top5: 0.7627 acc/mean1: 0.4998 2022/08/10 17:20:58 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_4.pth is removed 2022/08/10 17:21:00 - mmengine - INFO - The best checkpoint with 0.4999 acc/top1 at 5 epoch is saved to best_acc/top1_epoch_5.pth. 2022/08/10 17:21:21 - mmengine - INFO - Epoch(train) [5][20/1879] lr: 2.0000e-02 eta: 22:44:21 time: 1.0753 data_time: 0.2068 memory: 18413 grad_norm: 4.8670 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.3921 loss: 2.3921 2022/08/10 17:21:38 - mmengine - INFO - Epoch(train) [5][40/1879] lr: 2.0000e-02 eta: 22:43:39 time: 0.8444 data_time: 0.0155 memory: 18413 grad_norm: 4.8261 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 2.3495 loss: 2.3495 2022/08/10 17:21:55 - mmengine - INFO - Epoch(train) [5][60/1879] lr: 2.0000e-02 eta: 22:42:56 time: 0.8423 data_time: 0.0165 memory: 18413 grad_norm: 4.6840 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3710 loss: 2.3710 2022/08/10 17:22:12 - mmengine - INFO - Epoch(train) [5][80/1879] lr: 2.0000e-02 eta: 22:42:17 time: 0.8564 data_time: 0.0163 memory: 18413 grad_norm: 4.8332 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.4869 loss: 2.4869 2022/08/10 17:22:29 - mmengine - INFO - Epoch(train) [5][100/1879] lr: 2.0000e-02 eta: 22:41:36 time: 0.8504 data_time: 0.0182 memory: 18413 grad_norm: 4.6500 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.1561 loss: 2.1561 2022/08/10 17:22:46 - mmengine - INFO - Epoch(train) [5][120/1879] lr: 2.0000e-02 eta: 22:40:54 time: 0.8463 data_time: 0.0183 memory: 18413 grad_norm: 4.6899 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1559 loss: 2.1559 2022/08/10 17:23:03 - mmengine - INFO - Epoch(train) [5][140/1879] lr: 2.0000e-02 eta: 22:40:14 time: 0.8524 data_time: 0.0175 memory: 18413 grad_norm: 4.8394 top1_acc: 0.3750 top5_acc: 0.4375 loss_cls: 2.2895 loss: 2.2895 2022/08/10 17:23:22 - mmengine - INFO - Epoch(train) [5][160/1879] lr: 2.0000e-02 eta: 22:39:58 time: 0.9561 data_time: 0.0185 memory: 18413 grad_norm: 4.5479 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.5297 loss: 2.5297 2022/08/10 17:23:39 - mmengine - INFO - Epoch(train) [5][180/1879] lr: 2.0000e-02 eta: 22:39:17 time: 0.8481 data_time: 0.0177 memory: 18413 grad_norm: 4.6679 top1_acc: 0.3125 top5_acc: 0.8125 loss_cls: 2.0964 loss: 2.0964 2022/08/10 17:23:56 - mmengine - INFO - Epoch(train) [5][200/1879] lr: 2.0000e-02 eta: 22:38:36 time: 0.8473 data_time: 0.0183 memory: 18413 grad_norm: 4.6629 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.3362 loss: 2.3362 2022/08/10 17:24:13 - mmengine - INFO - Epoch(train) [5][220/1879] lr: 2.0000e-02 eta: 22:37:56 time: 0.8494 data_time: 0.0168 memory: 18413 grad_norm: 4.6568 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0419 loss: 2.0419 2022/08/10 17:24:30 - mmengine - INFO - Epoch(train) [5][240/1879] lr: 2.0000e-02 eta: 22:37:15 time: 0.8476 data_time: 0.0174 memory: 18413 grad_norm: 4.7544 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.1927 loss: 2.1927 2022/08/10 17:24:47 - mmengine - INFO - Epoch(train) [5][260/1879] lr: 2.0000e-02 eta: 22:36:35 time: 0.8485 data_time: 0.0182 memory: 18413 grad_norm: 4.7336 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1527 loss: 2.1527 2022/08/10 17:25:04 - mmengine - INFO - Epoch(train) [5][280/1879] lr: 2.0000e-02 eta: 22:35:56 time: 0.8549 data_time: 0.0167 memory: 18413 grad_norm: 4.6421 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.4069 loss: 2.4069 2022/08/10 17:25:22 - mmengine - INFO - Epoch(train) [5][300/1879] lr: 2.0000e-02 eta: 22:35:28 time: 0.9011 data_time: 0.0699 memory: 18413 grad_norm: 4.5029 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.2324 loss: 2.2324 2022/08/10 17:25:39 - mmengine - INFO - Epoch(train) [5][320/1879] lr: 2.0000e-02 eta: 22:34:49 time: 0.8534 data_time: 0.0174 memory: 18413 grad_norm: 4.3750 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.2521 loss: 2.2521 2022/08/10 17:25:56 - mmengine - INFO - Epoch(train) [5][340/1879] lr: 2.0000e-02 eta: 22:34:10 time: 0.8537 data_time: 0.0202 memory: 18413 grad_norm: 4.7358 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.3499 loss: 2.3499 2022/08/10 17:26:13 - mmengine - INFO - Epoch(train) [5][360/1879] lr: 2.0000e-02 eta: 22:33:32 time: 0.8569 data_time: 0.0155 memory: 18413 grad_norm: 4.5452 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.4591 loss: 2.4591 2022/08/10 17:26:31 - mmengine - INFO - Epoch(train) [5][380/1879] lr: 2.0000e-02 eta: 22:32:54 time: 0.8531 data_time: 0.0172 memory: 18413 grad_norm: 4.5169 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.3203 loss: 2.3203 2022/08/10 17:26:48 - mmengine - INFO - Epoch(train) [5][400/1879] lr: 2.0000e-02 eta: 22:32:16 time: 0.8541 data_time: 0.0179 memory: 18413 grad_norm: 4.5902 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1311 loss: 2.1311 2022/08/10 17:27:05 - mmengine - INFO - Epoch(train) [5][420/1879] lr: 2.0000e-02 eta: 22:31:39 time: 0.8598 data_time: 0.0208 memory: 18413 grad_norm: 4.6550 top1_acc: 0.1875 top5_acc: 0.6250 loss_cls: 2.2973 loss: 2.2973 2022/08/10 17:27:22 - mmengine - INFO - Epoch(train) [5][440/1879] lr: 2.0000e-02 eta: 22:31:05 time: 0.8733 data_time: 0.0158 memory: 18413 grad_norm: 4.4592 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2314 loss: 2.2314 2022/08/10 17:27:40 - mmengine - INFO - Epoch(train) [5][460/1879] lr: 2.0000e-02 eta: 22:30:29 time: 0.8635 data_time: 0.0185 memory: 18413 grad_norm: 4.4255 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.3225 loss: 2.3225 2022/08/10 17:27:57 - mmengine - INFO - Epoch(train) [5][480/1879] lr: 2.0000e-02 eta: 22:29:55 time: 0.8718 data_time: 0.0250 memory: 18413 grad_norm: 4.6479 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.2851 loss: 2.2851 2022/08/10 17:28:00 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 17:28:14 - mmengine - INFO - Epoch(train) [5][500/1879] lr: 2.0000e-02 eta: 22:29:17 time: 0.8540 data_time: 0.0169 memory: 18413 grad_norm: 4.4451 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.4375 loss: 2.4375 2022/08/10 17:28:31 - mmengine - INFO - Epoch(train) [5][520/1879] lr: 2.0000e-02 eta: 22:28:38 time: 0.8495 data_time: 0.0181 memory: 18413 grad_norm: 4.3686 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.1626 loss: 2.1626 2022/08/10 17:28:48 - mmengine - INFO - Epoch(train) [5][540/1879] lr: 2.0000e-02 eta: 22:28:00 time: 0.8481 data_time: 0.0171 memory: 18413 grad_norm: 4.6026 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.2632 loss: 2.2632 2022/08/10 17:29:05 - mmengine - INFO - Epoch(train) [5][560/1879] lr: 2.0000e-02 eta: 22:27:20 time: 0.8464 data_time: 0.0180 memory: 18413 grad_norm: 4.5756 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 2.2984 loss: 2.2984 2022/08/10 17:29:22 - mmengine - INFO - Epoch(train) [5][580/1879] lr: 2.0000e-02 eta: 22:26:43 time: 0.8526 data_time: 0.0177 memory: 18413 grad_norm: 4.4582 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.2526 loss: 2.2526 2022/08/10 17:29:39 - mmengine - INFO - Epoch(train) [5][600/1879] lr: 2.0000e-02 eta: 22:26:04 time: 0.8471 data_time: 0.0179 memory: 18413 grad_norm: 4.4429 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.2242 loss: 2.2242 2022/08/10 17:29:56 - mmengine - INFO - Epoch(train) [5][620/1879] lr: 2.0000e-02 eta: 22:25:25 time: 0.8436 data_time: 0.0166 memory: 18413 grad_norm: 4.4768 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 2.3302 loss: 2.3302 2022/08/10 17:30:13 - mmengine - INFO - Epoch(train) [5][640/1879] lr: 2.0000e-02 eta: 22:24:48 time: 0.8573 data_time: 0.0175 memory: 18413 grad_norm: 4.4962 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 2.2210 loss: 2.2210 2022/08/10 17:30:30 - mmengine - INFO - Epoch(train) [5][660/1879] lr: 2.0000e-02 eta: 22:24:10 time: 0.8486 data_time: 0.0204 memory: 18413 grad_norm: 4.4740 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.2053 loss: 2.2053 2022/08/10 17:30:47 - mmengine - INFO - Epoch(train) [5][680/1879] lr: 2.0000e-02 eta: 22:23:31 time: 0.8403 data_time: 0.0180 memory: 18413 grad_norm: 4.4317 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3279 loss: 2.3279 2022/08/10 17:31:04 - mmengine - INFO - Epoch(train) [5][700/1879] lr: 2.0000e-02 eta: 22:22:54 time: 0.8531 data_time: 0.0163 memory: 18413 grad_norm: 4.4085 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.0604 loss: 2.0604 2022/08/10 17:31:21 - mmengine - INFO - Epoch(train) [5][720/1879] lr: 2.0000e-02 eta: 22:22:16 time: 0.8491 data_time: 0.0166 memory: 18413 grad_norm: 4.4133 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.2984 loss: 2.2984 2022/08/10 17:31:38 - mmengine - INFO - Epoch(train) [5][740/1879] lr: 2.0000e-02 eta: 22:21:39 time: 0.8517 data_time: 0.0172 memory: 18413 grad_norm: 4.3667 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.3639 loss: 2.3639 2022/08/10 17:31:55 - mmengine - INFO - Epoch(train) [5][760/1879] lr: 2.0000e-02 eta: 22:21:01 time: 0.8492 data_time: 0.0171 memory: 18413 grad_norm: 4.3481 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.0526 loss: 2.0526 2022/08/10 17:32:12 - mmengine - INFO - Epoch(train) [5][780/1879] lr: 2.0000e-02 eta: 22:20:24 time: 0.8501 data_time: 0.0174 memory: 18413 grad_norm: 4.3702 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.4019 loss: 2.4019 2022/08/10 17:32:29 - mmengine - INFO - Epoch(train) [5][800/1879] lr: 2.0000e-02 eta: 22:19:47 time: 0.8504 data_time: 0.0182 memory: 18413 grad_norm: 4.4023 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.2311 loss: 2.2311 2022/08/10 17:32:46 - mmengine - INFO - Epoch(train) [5][820/1879] lr: 2.0000e-02 eta: 22:19:11 time: 0.8531 data_time: 0.0165 memory: 18413 grad_norm: 4.4646 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.3017 loss: 2.3017 2022/08/10 17:33:03 - mmengine - INFO - Epoch(train) [5][840/1879] lr: 2.0000e-02 eta: 22:18:34 time: 0.8514 data_time: 0.0172 memory: 18413 grad_norm: 4.4392 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.2088 loss: 2.2088 2022/08/10 17:33:20 - mmengine - INFO - Epoch(train) [5][860/1879] lr: 2.0000e-02 eta: 22:17:57 time: 0.8482 data_time: 0.0181 memory: 18413 grad_norm: 4.5498 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 2.2078 loss: 2.2078 2022/08/10 17:33:37 - mmengine - INFO - Epoch(train) [5][880/1879] lr: 2.0000e-02 eta: 22:17:19 time: 0.8457 data_time: 0.0177 memory: 18413 grad_norm: 4.3685 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1732 loss: 2.1732 2022/08/10 17:33:54 - mmengine - INFO - Epoch(train) [5][900/1879] lr: 2.0000e-02 eta: 22:16:42 time: 0.8457 data_time: 0.0170 memory: 18413 grad_norm: 4.3735 top1_acc: 0.1250 top5_acc: 0.3125 loss_cls: 2.3007 loss: 2.3007 2022/08/10 17:34:11 - mmengine - INFO - Epoch(train) [5][920/1879] lr: 2.0000e-02 eta: 22:16:06 time: 0.8534 data_time: 0.0172 memory: 18413 grad_norm: 4.3633 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.4233 loss: 2.4233 2022/08/10 17:34:28 - mmengine - INFO - Epoch(train) [5][940/1879] lr: 2.0000e-02 eta: 22:15:30 time: 0.8520 data_time: 0.0170 memory: 18413 grad_norm: 4.3000 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.2490 loss: 2.2490 2022/08/10 17:34:45 - mmengine - INFO - Epoch(train) [5][960/1879] lr: 2.0000e-02 eta: 22:14:53 time: 0.8448 data_time: 0.0169 memory: 18413 grad_norm: 4.2272 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.2644 loss: 2.2644 2022/08/10 17:35:02 - mmengine - INFO - Epoch(train) [5][980/1879] lr: 2.0000e-02 eta: 22:14:16 time: 0.8467 data_time: 0.0179 memory: 18413 grad_norm: 4.1630 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2394 loss: 2.2394 2022/08/10 17:35:19 - mmengine - INFO - Epoch(train) [5][1000/1879] lr: 2.0000e-02 eta: 22:13:43 time: 0.8660 data_time: 0.0381 memory: 18413 grad_norm: 4.3497 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 2.3697 loss: 2.3697 2022/08/10 17:35:36 - mmengine - INFO - Epoch(train) [5][1020/1879] lr: 2.0000e-02 eta: 22:13:06 time: 0.8477 data_time: 0.0161 memory: 18413 grad_norm: 4.4177 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.2304 loss: 2.2304 2022/08/10 17:35:53 - mmengine - INFO - Epoch(train) [5][1040/1879] lr: 2.0000e-02 eta: 22:12:30 time: 0.8460 data_time: 0.0180 memory: 18413 grad_norm: 4.3523 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.1488 loss: 2.1488 2022/08/10 17:36:10 - mmengine - INFO - Epoch(train) [5][1060/1879] lr: 2.0000e-02 eta: 22:11:51 time: 0.8381 data_time: 0.0167 memory: 18413 grad_norm: 4.4541 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.3987 loss: 2.3987 2022/08/10 17:36:26 - mmengine - INFO - Epoch(train) [5][1080/1879] lr: 2.0000e-02 eta: 22:11:14 time: 0.8403 data_time: 0.0177 memory: 18413 grad_norm: 4.4369 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 2.1289 loss: 2.1289 2022/08/10 17:36:43 - mmengine - INFO - Epoch(train) [5][1100/1879] lr: 2.0000e-02 eta: 22:10:37 time: 0.8448 data_time: 0.0172 memory: 18413 grad_norm: 4.3670 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 2.2002 loss: 2.2002 2022/08/10 17:37:00 - mmengine - INFO - Epoch(train) [5][1120/1879] lr: 2.0000e-02 eta: 22:10:01 time: 0.8507 data_time: 0.0187 memory: 18413 grad_norm: 4.4504 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.3649 loss: 2.3649 2022/08/10 17:37:17 - mmengine - INFO - Epoch(train) [5][1140/1879] lr: 2.0000e-02 eta: 22:09:26 time: 0.8523 data_time: 0.0238 memory: 18413 grad_norm: 4.2957 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.2588 loss: 2.2588 2022/08/10 17:37:34 - mmengine - INFO - Epoch(train) [5][1160/1879] lr: 2.0000e-02 eta: 22:08:50 time: 0.8477 data_time: 0.0172 memory: 18413 grad_norm: 4.3676 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.2180 loss: 2.2180 2022/08/10 17:37:53 - mmengine - INFO - Epoch(train) [5][1180/1879] lr: 2.0000e-02 eta: 22:08:29 time: 0.9205 data_time: 0.0167 memory: 18413 grad_norm: 4.2521 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 2.1227 loss: 2.1227 2022/08/10 17:38:10 - mmengine - INFO - Epoch(train) [5][1200/1879] lr: 2.0000e-02 eta: 22:07:54 time: 0.8543 data_time: 0.0167 memory: 18413 grad_norm: 4.2748 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.0466 loss: 2.0466 2022/08/10 17:38:28 - mmengine - INFO - Epoch(train) [5][1220/1879] lr: 2.0000e-02 eta: 22:07:28 time: 0.8971 data_time: 0.0162 memory: 18413 grad_norm: 4.2030 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.5217 loss: 2.5217 2022/08/10 17:38:45 - mmengine - INFO - Epoch(train) [5][1240/1879] lr: 2.0000e-02 eta: 22:06:53 time: 0.8488 data_time: 0.0187 memory: 18413 grad_norm: 4.3181 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9730 loss: 1.9730 2022/08/10 17:39:02 - mmengine - INFO - Epoch(train) [5][1260/1879] lr: 2.0000e-02 eta: 22:06:20 time: 0.8611 data_time: 0.0173 memory: 18413 grad_norm: 4.1901 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2947 loss: 2.2947 2022/08/10 17:39:19 - mmengine - INFO - Epoch(train) [5][1280/1879] lr: 2.0000e-02 eta: 22:05:45 time: 0.8489 data_time: 0.0185 memory: 18413 grad_norm: 4.2695 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.2970 loss: 2.2970 2022/08/10 17:39:36 - mmengine - INFO - Epoch(train) [5][1300/1879] lr: 2.0000e-02 eta: 22:05:08 time: 0.8413 data_time: 0.0175 memory: 18413 grad_norm: 4.1993 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3514 loss: 2.3514 2022/08/10 17:39:53 - mmengine - INFO - Epoch(train) [5][1320/1879] lr: 2.0000e-02 eta: 22:04:32 time: 0.8432 data_time: 0.0179 memory: 18413 grad_norm: 4.2579 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.1531 loss: 2.1531 2022/08/10 17:40:09 - mmengine - INFO - Epoch(train) [5][1340/1879] lr: 2.0000e-02 eta: 22:03:56 time: 0.8418 data_time: 0.0168 memory: 18413 grad_norm: 4.1938 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1455 loss: 2.1455 2022/08/10 17:40:27 - mmengine - INFO - Epoch(train) [5][1360/1879] lr: 2.0000e-02 eta: 22:03:28 time: 0.8845 data_time: 0.0228 memory: 18413 grad_norm: 4.2203 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1761 loss: 2.1761 2022/08/10 17:40:44 - mmengine - INFO - Epoch(train) [5][1380/1879] lr: 2.0000e-02 eta: 22:02:52 time: 0.8459 data_time: 0.0181 memory: 18413 grad_norm: 4.2108 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.2332 loss: 2.2332 2022/08/10 17:41:01 - mmengine - INFO - Epoch(train) [5][1400/1879] lr: 2.0000e-02 eta: 22:02:16 time: 0.8430 data_time: 0.0183 memory: 18413 grad_norm: 4.1269 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.2949 loss: 2.2949 2022/08/10 17:41:18 - mmengine - INFO - Epoch(train) [5][1420/1879] lr: 2.0000e-02 eta: 22:01:40 time: 0.8419 data_time: 0.0174 memory: 18413 grad_norm: 4.1543 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.1553 loss: 2.1553 2022/08/10 17:41:35 - mmengine - INFO - Epoch(train) [5][1440/1879] lr: 2.0000e-02 eta: 22:01:05 time: 0.8464 data_time: 0.0170 memory: 18413 grad_norm: 4.2719 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 2.2423 loss: 2.2423 2022/08/10 17:41:52 - mmengine - INFO - Epoch(train) [5][1460/1879] lr: 2.0000e-02 eta: 22:00:31 time: 0.8490 data_time: 0.0183 memory: 18413 grad_norm: 4.2929 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.1911 loss: 2.1911 2022/08/10 17:42:09 - mmengine - INFO - Epoch(train) [5][1480/1879] lr: 2.0000e-02 eta: 21:59:55 time: 0.8440 data_time: 0.0164 memory: 18413 grad_norm: 4.2584 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.2214 loss: 2.2214 2022/08/10 17:42:12 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 17:42:25 - mmengine - INFO - Epoch(train) [5][1500/1879] lr: 2.0000e-02 eta: 21:59:20 time: 0.8411 data_time: 0.0179 memory: 18413 grad_norm: 4.2985 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.1187 loss: 2.1187 2022/08/10 17:42:42 - mmengine - INFO - Epoch(train) [5][1520/1879] lr: 2.0000e-02 eta: 21:58:44 time: 0.8437 data_time: 0.0174 memory: 18413 grad_norm: 4.2192 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 2.1359 loss: 2.1359 2022/08/10 17:42:59 - mmengine - INFO - Epoch(train) [5][1540/1879] lr: 2.0000e-02 eta: 21:58:09 time: 0.8427 data_time: 0.0183 memory: 18413 grad_norm: 4.2440 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2510 loss: 2.2510 2022/08/10 17:43:16 - mmengine - INFO - Epoch(train) [5][1560/1879] lr: 2.0000e-02 eta: 21:57:34 time: 0.8417 data_time: 0.0171 memory: 18413 grad_norm: 4.3928 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 2.4263 loss: 2.4263 2022/08/10 17:43:33 - mmengine - INFO - Epoch(train) [5][1580/1879] lr: 2.0000e-02 eta: 21:56:58 time: 0.8408 data_time: 0.0188 memory: 18413 grad_norm: 4.3835 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.3371 loss: 2.3371 2022/08/10 17:43:50 - mmengine - INFO - Epoch(train) [5][1600/1879] lr: 2.0000e-02 eta: 21:56:23 time: 0.8408 data_time: 0.0178 memory: 18413 grad_norm: 4.1934 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2312 loss: 2.2312 2022/08/10 17:44:07 - mmengine - INFO - Epoch(train) [5][1620/1879] lr: 2.0000e-02 eta: 21:55:48 time: 0.8479 data_time: 0.0241 memory: 18413 grad_norm: 4.0376 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0598 loss: 2.0598 2022/08/10 17:44:23 - mmengine - INFO - Epoch(train) [5][1640/1879] lr: 2.0000e-02 eta: 21:55:14 time: 0.8425 data_time: 0.0184 memory: 18413 grad_norm: 4.1406 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.2245 loss: 2.2245 2022/08/10 17:44:40 - mmengine - INFO - Epoch(train) [5][1660/1879] lr: 2.0000e-02 eta: 21:54:39 time: 0.8424 data_time: 0.0172 memory: 18413 grad_norm: 4.2003 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.3485 loss: 2.3485 2022/08/10 17:44:57 - mmengine - INFO - Epoch(train) [5][1680/1879] lr: 2.0000e-02 eta: 21:54:03 time: 0.8408 data_time: 0.0176 memory: 18413 grad_norm: 4.1412 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.3189 loss: 2.3189 2022/08/10 17:45:14 - mmengine - INFO - Epoch(train) [5][1700/1879] lr: 2.0000e-02 eta: 21:53:31 time: 0.8527 data_time: 0.0182 memory: 18413 grad_norm: 4.0886 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.0787 loss: 2.0787 2022/08/10 17:45:31 - mmengine - INFO - Epoch(train) [5][1720/1879] lr: 2.0000e-02 eta: 21:52:57 time: 0.8483 data_time: 0.0172 memory: 18413 grad_norm: 4.1734 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.9700 loss: 1.9700 2022/08/10 17:45:48 - mmengine - INFO - Epoch(train) [5][1740/1879] lr: 2.0000e-02 eta: 21:52:22 time: 0.8412 data_time: 0.0169 memory: 18413 grad_norm: 4.1981 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.3645 loss: 2.3645 2022/08/10 17:46:05 - mmengine - INFO - Epoch(train) [5][1760/1879] lr: 2.0000e-02 eta: 21:51:49 time: 0.8500 data_time: 0.0248 memory: 18413 grad_norm: 4.1434 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0440 loss: 2.0440 2022/08/10 17:46:22 - mmengine - INFO - Epoch(train) [5][1780/1879] lr: 2.0000e-02 eta: 21:51:15 time: 0.8453 data_time: 0.0180 memory: 18413 grad_norm: 4.3566 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.1492 loss: 2.1492 2022/08/10 17:46:39 - mmengine - INFO - Epoch(train) [5][1800/1879] lr: 2.0000e-02 eta: 21:50:41 time: 0.8427 data_time: 0.0166 memory: 18413 grad_norm: 4.1931 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2145 loss: 2.2145 2022/08/10 17:46:56 - mmengine - INFO - Epoch(train) [5][1820/1879] lr: 2.0000e-02 eta: 21:50:07 time: 0.8466 data_time: 0.0179 memory: 18413 grad_norm: 4.1726 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 2.0517 loss: 2.0517 2022/08/10 17:47:12 - mmengine - INFO - Epoch(train) [5][1840/1879] lr: 2.0000e-02 eta: 21:49:33 time: 0.8432 data_time: 0.0183 memory: 18413 grad_norm: 4.1284 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.1313 loss: 2.1313 2022/08/10 17:47:29 - mmengine - INFO - Epoch(train) [5][1860/1879] lr: 2.0000e-02 eta: 21:48:59 time: 0.8443 data_time: 0.0177 memory: 18413 grad_norm: 4.1652 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1495 loss: 2.1495 2022/08/10 17:47:45 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 17:47:45 - mmengine - INFO - Epoch(train) [5][1879/1879] lr: 2.0000e-02 eta: 21:48:59 time: 0.8263 data_time: 0.0163 memory: 18413 grad_norm: 4.2310 top1_acc: 0.5714 top5_acc: 0.7143 loss_cls: 2.1045 loss: 2.1045 2022/08/10 17:47:58 - mmengine - INFO - Epoch(val) [5][20/155] eta: 0:01:29 time: 0.6604 data_time: 0.4211 memory: 2590 2022/08/10 17:48:10 - mmengine - INFO - Epoch(val) [5][40/155] eta: 0:01:07 time: 0.5879 data_time: 0.3514 memory: 2590 2022/08/10 17:48:18 - mmengine - INFO - Epoch(val) [5][60/155] eta: 0:00:36 time: 0.3824 data_time: 0.1472 memory: 2590 2022/08/10 17:48:29 - mmengine - INFO - Epoch(val) [5][80/155] eta: 0:00:40 time: 0.5387 data_time: 0.3037 memory: 2590 2022/08/10 17:48:38 - mmengine - INFO - Epoch(val) [5][100/155] eta: 0:00:25 time: 0.4626 data_time: 0.2290 memory: 2590 2022/08/10 17:48:50 - mmengine - INFO - Epoch(val) [5][120/155] eta: 0:00:21 time: 0.6250 data_time: 0.3906 memory: 2590 2022/08/10 17:49:00 - mmengine - INFO - Epoch(val) [5][140/155] eta: 0:00:07 time: 0.4842 data_time: 0.2487 memory: 2590 2022/08/10 17:49:38 - mmengine - INFO - Epoch(val) [5][155/155] acc/top1: 0.5064 acc/top5: 0.7693 acc/mean1: 0.5063 2022/08/10 17:49:38 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_5.pth is removed 2022/08/10 17:49:39 - mmengine - INFO - The best checkpoint with 0.5064 acc/top1 at 6 epoch is saved to best_acc/top1_epoch_6.pth. 2022/08/10 17:50:01 - mmengine - INFO - Epoch(train) [6][20/1879] lr: 2.0000e-02 eta: 21:46:16 time: 1.1063 data_time: 0.2153 memory: 18413 grad_norm: 4.1884 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0877 loss: 2.0877 2022/08/10 17:50:18 - mmengine - INFO - Epoch(train) [6][40/1879] lr: 2.0000e-02 eta: 21:45:44 time: 0.8493 data_time: 0.0206 memory: 18413 grad_norm: 4.2173 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 2.1608 loss: 2.1608 2022/08/10 17:50:35 - mmengine - INFO - Epoch(train) [6][60/1879] lr: 2.0000e-02 eta: 21:45:11 time: 0.8452 data_time: 0.0163 memory: 18413 grad_norm: 4.0553 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1286 loss: 2.1286 2022/08/10 17:50:52 - mmengine - INFO - Epoch(train) [6][80/1879] lr: 2.0000e-02 eta: 21:44:38 time: 0.8487 data_time: 0.0172 memory: 18413 grad_norm: 4.2483 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9072 loss: 1.9072 2022/08/10 17:51:09 - mmengine - INFO - Epoch(train) [6][100/1879] lr: 2.0000e-02 eta: 21:44:06 time: 0.8493 data_time: 0.0183 memory: 18413 grad_norm: 4.2692 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2380 loss: 2.2380 2022/08/10 17:51:26 - mmengine - INFO - Epoch(train) [6][120/1879] lr: 2.0000e-02 eta: 21:43:33 time: 0.8465 data_time: 0.0172 memory: 18413 grad_norm: 4.0748 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.0880 loss: 2.0880 2022/08/10 17:51:43 - mmengine - INFO - Epoch(train) [6][140/1879] lr: 2.0000e-02 eta: 21:43:03 time: 0.8594 data_time: 0.0246 memory: 18413 grad_norm: 4.2084 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0645 loss: 2.0645 2022/08/10 17:52:00 - mmengine - INFO - Epoch(train) [6][160/1879] lr: 2.0000e-02 eta: 21:42:30 time: 0.8469 data_time: 0.0170 memory: 18413 grad_norm: 4.1617 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.2080 loss: 2.2080 2022/08/10 17:52:17 - mmengine - INFO - Epoch(train) [6][180/1879] lr: 2.0000e-02 eta: 21:41:57 time: 0.8433 data_time: 0.0173 memory: 18413 grad_norm: 4.2373 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8564 loss: 1.8564 2022/08/10 17:52:34 - mmengine - INFO - Epoch(train) [6][200/1879] lr: 2.0000e-02 eta: 21:41:27 time: 0.8566 data_time: 0.0190 memory: 18413 grad_norm: 4.1659 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3026 loss: 2.3026 2022/08/10 17:52:51 - mmengine - INFO - Epoch(train) [6][220/1879] lr: 2.0000e-02 eta: 21:40:56 time: 0.8558 data_time: 0.0170 memory: 18413 grad_norm: 4.1965 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.8615 loss: 1.8615 2022/08/10 17:53:09 - mmengine - INFO - Epoch(train) [6][240/1879] lr: 2.0000e-02 eta: 21:40:26 time: 0.8604 data_time: 0.0171 memory: 18413 grad_norm: 4.1492 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.0835 loss: 2.0835 2022/08/10 17:53:26 - mmengine - INFO - Epoch(train) [6][260/1879] lr: 2.0000e-02 eta: 21:39:56 time: 0.8617 data_time: 0.0169 memory: 18413 grad_norm: 4.1196 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.8668 loss: 1.8668 2022/08/10 17:53:43 - mmengine - INFO - Epoch(train) [6][280/1879] lr: 2.0000e-02 eta: 21:39:25 time: 0.8528 data_time: 0.0169 memory: 18413 grad_norm: 4.1129 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1383 loss: 2.1383 2022/08/10 17:54:00 - mmengine - INFO - Epoch(train) [6][300/1879] lr: 2.0000e-02 eta: 21:38:54 time: 0.8519 data_time: 0.0171 memory: 18413 grad_norm: 4.0967 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 2.1109 loss: 2.1109 2022/08/10 17:54:17 - mmengine - INFO - Epoch(train) [6][320/1879] lr: 2.0000e-02 eta: 21:38:24 time: 0.8564 data_time: 0.0173 memory: 18413 grad_norm: 4.1470 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2113 loss: 2.2113 2022/08/10 17:54:34 - mmengine - INFO - Epoch(train) [6][340/1879] lr: 2.0000e-02 eta: 21:37:54 time: 0.8624 data_time: 0.0255 memory: 18413 grad_norm: 4.0479 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 2.0522 loss: 2.0522 2022/08/10 17:54:52 - mmengine - INFO - Epoch(train) [6][360/1879] lr: 2.0000e-02 eta: 21:37:24 time: 0.8549 data_time: 0.0168 memory: 18413 grad_norm: 4.1448 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.8319 loss: 1.8319 2022/08/10 17:55:09 - mmengine - INFO - Epoch(train) [6][380/1879] lr: 2.0000e-02 eta: 21:36:52 time: 0.8506 data_time: 0.0186 memory: 18413 grad_norm: 4.2255 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.9657 loss: 1.9657 2022/08/10 17:55:26 - mmengine - INFO - Epoch(train) [6][400/1879] lr: 2.0000e-02 eta: 21:36:21 time: 0.8502 data_time: 0.0176 memory: 18413 grad_norm: 4.1284 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9893 loss: 1.9893 2022/08/10 17:55:42 - mmengine - INFO - Epoch(train) [6][420/1879] lr: 2.0000e-02 eta: 21:35:50 time: 0.8484 data_time: 0.0184 memory: 18413 grad_norm: 4.2001 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.0919 loss: 2.0919 2022/08/10 17:55:59 - mmengine - INFO - Epoch(train) [6][440/1879] lr: 2.0000e-02 eta: 21:35:17 time: 0.8432 data_time: 0.0177 memory: 18413 grad_norm: 4.1915 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.0053 loss: 2.0053 2022/08/10 17:56:16 - mmengine - INFO - Epoch(train) [6][460/1879] lr: 2.0000e-02 eta: 21:34:46 time: 0.8474 data_time: 0.0170 memory: 18413 grad_norm: 4.1709 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.0559 loss: 2.0559 2022/08/10 17:56:34 - mmengine - INFO - Epoch(train) [6][480/1879] lr: 2.0000e-02 eta: 21:34:22 time: 0.8923 data_time: 0.0176 memory: 18413 grad_norm: 4.3094 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1200 loss: 2.1200 2022/08/10 17:56:51 - mmengine - INFO - Epoch(train) [6][500/1879] lr: 2.0000e-02 eta: 21:33:52 time: 0.8556 data_time: 0.0164 memory: 18413 grad_norm: 4.0813 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.2478 loss: 2.2478 2022/08/10 17:57:08 - mmengine - INFO - Epoch(train) [6][520/1879] lr: 2.0000e-02 eta: 21:33:22 time: 0.8540 data_time: 0.0182 memory: 18413 grad_norm: 4.1994 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 2.0107 loss: 2.0107 2022/08/10 17:57:25 - mmengine - INFO - Epoch(train) [6][540/1879] lr: 2.0000e-02 eta: 21:32:51 time: 0.8521 data_time: 0.0171 memory: 18413 grad_norm: 4.1705 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0053 loss: 2.0053 2022/08/10 17:57:42 - mmengine - INFO - Epoch(train) [6][560/1879] lr: 2.0000e-02 eta: 21:32:21 time: 0.8522 data_time: 0.0168 memory: 18413 grad_norm: 4.2302 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.1820 loss: 2.1820 2022/08/10 17:58:00 - mmengine - INFO - Epoch(train) [6][580/1879] lr: 2.0000e-02 eta: 21:31:51 time: 0.8554 data_time: 0.0171 memory: 18413 grad_norm: 4.1986 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.1416 loss: 2.1416 2022/08/10 17:58:17 - mmengine - INFO - Epoch(train) [6][600/1879] lr: 2.0000e-02 eta: 21:31:20 time: 0.8480 data_time: 0.0175 memory: 18413 grad_norm: 4.1592 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 2.0698 loss: 2.0698 2022/08/10 17:58:21 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 17:58:34 - mmengine - INFO - Epoch(train) [6][620/1879] lr: 2.0000e-02 eta: 21:30:49 time: 0.8515 data_time: 0.0182 memory: 18413 grad_norm: 4.2059 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.1112 loss: 2.1112 2022/08/10 17:58:50 - mmengine - INFO - Epoch(train) [6][640/1879] lr: 2.0000e-02 eta: 21:30:18 time: 0.8430 data_time: 0.0163 memory: 18413 grad_norm: 4.1336 top1_acc: 0.3125 top5_acc: 0.8125 loss_cls: 2.1542 loss: 2.1542 2022/08/10 17:59:08 - mmengine - INFO - Epoch(train) [6][660/1879] lr: 2.0000e-02 eta: 21:29:49 time: 0.8605 data_time: 0.0166 memory: 18413 grad_norm: 3.9766 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.2682 loss: 2.2682 2022/08/10 17:59:25 - mmengine - INFO - Epoch(train) [6][680/1879] lr: 2.0000e-02 eta: 21:29:18 time: 0.8512 data_time: 0.0172 memory: 18413 grad_norm: 4.2466 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.0821 loss: 2.0821 2022/08/10 17:59:42 - mmengine - INFO - Epoch(train) [6][700/1879] lr: 2.0000e-02 eta: 21:28:48 time: 0.8477 data_time: 0.0177 memory: 18413 grad_norm: 4.0785 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.1232 loss: 2.1232 2022/08/10 17:59:59 - mmengine - INFO - Epoch(train) [6][720/1879] lr: 2.0000e-02 eta: 21:28:17 time: 0.8506 data_time: 0.0174 memory: 18413 grad_norm: 4.1203 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.0841 loss: 2.0841 2022/08/10 18:00:16 - mmengine - INFO - Epoch(train) [6][740/1879] lr: 2.0000e-02 eta: 21:27:53 time: 0.8848 data_time: 0.0197 memory: 18413 grad_norm: 4.0940 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.2153 loss: 2.2153 2022/08/10 18:00:33 - mmengine - INFO - Epoch(train) [6][760/1879] lr: 2.0000e-02 eta: 21:27:24 time: 0.8574 data_time: 0.0180 memory: 18413 grad_norm: 4.1455 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1585 loss: 2.1585 2022/08/10 18:00:50 - mmengine - INFO - Epoch(train) [6][780/1879] lr: 2.0000e-02 eta: 21:26:53 time: 0.8506 data_time: 0.0165 memory: 18413 grad_norm: 4.1643 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.9314 loss: 1.9314 2022/08/10 18:01:08 - mmengine - INFO - Epoch(train) [6][800/1879] lr: 2.0000e-02 eta: 21:26:24 time: 0.8551 data_time: 0.0177 memory: 18413 grad_norm: 4.0843 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.2477 loss: 2.2477 2022/08/10 18:01:25 - mmengine - INFO - Epoch(train) [6][820/1879] lr: 2.0000e-02 eta: 21:25:54 time: 0.8522 data_time: 0.0182 memory: 18413 grad_norm: 3.9888 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1692 loss: 2.1692 2022/08/10 18:01:42 - mmengine - INFO - Epoch(train) [6][840/1879] lr: 2.0000e-02 eta: 21:25:25 time: 0.8535 data_time: 0.0180 memory: 18413 grad_norm: 4.1259 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.0688 loss: 2.0688 2022/08/10 18:01:59 - mmengine - INFO - Epoch(train) [6][860/1879] lr: 2.0000e-02 eta: 21:24:55 time: 0.8526 data_time: 0.0174 memory: 18413 grad_norm: 4.1293 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.0862 loss: 2.0862 2022/08/10 18:02:16 - mmengine - INFO - Epoch(train) [6][880/1879] lr: 2.0000e-02 eta: 21:24:25 time: 0.8493 data_time: 0.0180 memory: 18413 grad_norm: 4.1062 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.7516 loss: 1.7516 2022/08/10 18:02:33 - mmengine - INFO - Epoch(train) [6][900/1879] lr: 2.0000e-02 eta: 21:23:57 time: 0.8619 data_time: 0.0177 memory: 18413 grad_norm: 4.0213 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8063 loss: 1.8063 2022/08/10 18:02:50 - mmengine - INFO - Epoch(train) [6][920/1879] lr: 2.0000e-02 eta: 21:23:27 time: 0.8515 data_time: 0.0173 memory: 18413 grad_norm: 4.1271 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.9503 loss: 1.9503 2022/08/10 18:03:07 - mmengine - INFO - Epoch(train) [6][940/1879] lr: 2.0000e-02 eta: 21:22:58 time: 0.8516 data_time: 0.0175 memory: 18413 grad_norm: 4.2217 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.0861 loss: 2.0861 2022/08/10 18:03:24 - mmengine - INFO - Epoch(train) [6][960/1879] lr: 2.0000e-02 eta: 21:22:27 time: 0.8438 data_time: 0.0178 memory: 18413 grad_norm: 4.0881 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0939 loss: 2.0939 2022/08/10 18:03:41 - mmengine - INFO - Epoch(train) [6][980/1879] lr: 2.0000e-02 eta: 21:21:57 time: 0.8512 data_time: 0.0184 memory: 18413 grad_norm: 4.0935 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 2.1040 loss: 2.1040 2022/08/10 18:03:58 - mmengine - INFO - Epoch(train) [6][1000/1879] lr: 2.0000e-02 eta: 21:21:27 time: 0.8441 data_time: 0.0174 memory: 18413 grad_norm: 3.9517 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0515 loss: 2.0515 2022/08/10 18:04:15 - mmengine - INFO - Epoch(train) [6][1020/1879] lr: 2.0000e-02 eta: 21:20:57 time: 0.8473 data_time: 0.0178 memory: 18413 grad_norm: 4.1099 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0164 loss: 2.0164 2022/08/10 18:04:32 - mmengine - INFO - Epoch(train) [6][1040/1879] lr: 2.0000e-02 eta: 21:20:27 time: 0.8517 data_time: 0.0171 memory: 18413 grad_norm: 4.1426 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.9751 loss: 1.9751 2022/08/10 18:04:50 - mmengine - INFO - Epoch(train) [6][1060/1879] lr: 2.0000e-02 eta: 21:20:09 time: 0.9223 data_time: 0.0161 memory: 18413 grad_norm: 4.1428 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1703 loss: 2.1703 2022/08/10 18:05:07 - mmengine - INFO - Epoch(train) [6][1080/1879] lr: 2.0000e-02 eta: 21:19:39 time: 0.8477 data_time: 0.0168 memory: 18413 grad_norm: 4.1961 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.1373 loss: 2.1373 2022/08/10 18:05:29 - mmengine - INFO - Epoch(train) [6][1100/1879] lr: 2.0000e-02 eta: 21:19:51 time: 1.1092 data_time: 0.0222 memory: 18413 grad_norm: 4.1306 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9538 loss: 1.9538 2022/08/10 18:05:46 - mmengine - INFO - Epoch(train) [6][1120/1879] lr: 2.0000e-02 eta: 21:19:22 time: 0.8524 data_time: 0.0175 memory: 18413 grad_norm: 4.0185 top1_acc: 0.6875 top5_acc: 0.6875 loss_cls: 2.0676 loss: 2.0676 2022/08/10 18:06:04 - mmengine - INFO - Epoch(train) [6][1140/1879] lr: 2.0000e-02 eta: 21:18:52 time: 0.8492 data_time: 0.0183 memory: 18413 grad_norm: 4.0999 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.1045 loss: 2.1045 2022/08/10 18:06:21 - mmengine - INFO - Epoch(train) [6][1160/1879] lr: 2.0000e-02 eta: 21:18:24 time: 0.8603 data_time: 0.0240 memory: 18413 grad_norm: 4.0422 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0977 loss: 2.0977 2022/08/10 18:06:38 - mmengine - INFO - Epoch(train) [6][1180/1879] lr: 2.0000e-02 eta: 21:17:55 time: 0.8502 data_time: 0.0174 memory: 18413 grad_norm: 4.0189 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8336 loss: 1.8336 2022/08/10 18:06:55 - mmengine - INFO - Epoch(train) [6][1200/1879] lr: 2.0000e-02 eta: 21:17:26 time: 0.8523 data_time: 0.0175 memory: 18413 grad_norm: 4.1814 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.0241 loss: 2.0241 2022/08/10 18:07:12 - mmengine - INFO - Epoch(train) [6][1220/1879] lr: 2.0000e-02 eta: 21:16:56 time: 0.8456 data_time: 0.0176 memory: 18413 grad_norm: 4.1805 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 2.0594 loss: 2.0594 2022/08/10 18:07:28 - mmengine - INFO - Epoch(train) [6][1240/1879] lr: 2.0000e-02 eta: 21:16:26 time: 0.8429 data_time: 0.0175 memory: 18413 grad_norm: 4.0157 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.9695 loss: 1.9695 2022/08/10 18:07:45 - mmengine - INFO - Epoch(train) [6][1260/1879] lr: 2.0000e-02 eta: 21:15:56 time: 0.8473 data_time: 0.0175 memory: 18413 grad_norm: 4.0280 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.1347 loss: 2.1347 2022/08/10 18:08:03 - mmengine - INFO - Epoch(train) [6][1280/1879] lr: 2.0000e-02 eta: 21:15:29 time: 0.8659 data_time: 0.0178 memory: 18413 grad_norm: 3.9899 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.9834 loss: 1.9834 2022/08/10 18:08:20 - mmengine - INFO - Epoch(train) [6][1300/1879] lr: 2.0000e-02 eta: 21:14:59 time: 0.8442 data_time: 0.0168 memory: 18413 grad_norm: 3.9628 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.9996 loss: 1.9996 2022/08/10 18:08:37 - mmengine - INFO - Epoch(train) [6][1320/1879] lr: 2.0000e-02 eta: 21:14:30 time: 0.8503 data_time: 0.0167 memory: 18413 grad_norm: 4.0278 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.1312 loss: 2.1312 2022/08/10 18:08:54 - mmengine - INFO - Epoch(train) [6][1340/1879] lr: 2.0000e-02 eta: 21:14:02 time: 0.8535 data_time: 0.0232 memory: 18413 grad_norm: 3.9797 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.1647 loss: 2.1647 2022/08/10 18:09:11 - mmengine - INFO - Epoch(train) [6][1360/1879] lr: 2.0000e-02 eta: 21:13:32 time: 0.8425 data_time: 0.0173 memory: 18413 grad_norm: 4.0580 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.0575 loss: 2.0575 2022/08/10 18:09:28 - mmengine - INFO - Epoch(train) [6][1380/1879] lr: 2.0000e-02 eta: 21:13:02 time: 0.8477 data_time: 0.0180 memory: 18413 grad_norm: 3.9862 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0071 loss: 2.0071 2022/08/10 18:09:45 - mmengine - INFO - Epoch(train) [6][1400/1879] lr: 2.0000e-02 eta: 21:12:34 time: 0.8514 data_time: 0.0247 memory: 18413 grad_norm: 4.1474 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.2196 loss: 2.2196 2022/08/10 18:10:02 - mmengine - INFO - Epoch(train) [6][1420/1879] lr: 2.0000e-02 eta: 21:12:05 time: 0.8511 data_time: 0.0185 memory: 18413 grad_norm: 4.0062 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.0603 loss: 2.0603 2022/08/10 18:10:24 - mmengine - INFO - Epoch(train) [6][1440/1879] lr: 2.0000e-02 eta: 21:12:14 time: 1.0986 data_time: 0.0165 memory: 18413 grad_norm: 4.0428 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9895 loss: 1.9895 2022/08/10 18:10:41 - mmengine - INFO - Epoch(train) [6][1460/1879] lr: 2.0000e-02 eta: 21:11:46 time: 0.8561 data_time: 0.0168 memory: 18413 grad_norm: 4.0957 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8323 loss: 1.8323 2022/08/10 18:10:58 - mmengine - INFO - Epoch(train) [6][1480/1879] lr: 2.0000e-02 eta: 21:11:18 time: 0.8533 data_time: 0.0169 memory: 18413 grad_norm: 4.0343 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8705 loss: 1.8705 2022/08/10 18:11:15 - mmengine - INFO - Epoch(train) [6][1500/1879] lr: 2.0000e-02 eta: 21:10:51 time: 0.8589 data_time: 0.0173 memory: 18413 grad_norm: 3.9313 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 2.1381 loss: 2.1381 2022/08/10 18:11:32 - mmengine - INFO - Epoch(train) [6][1520/1879] lr: 2.0000e-02 eta: 21:10:21 time: 0.8423 data_time: 0.0170 memory: 18413 grad_norm: 4.0357 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.7754 loss: 1.7754 2022/08/10 18:11:49 - mmengine - INFO - Epoch(train) [6][1540/1879] lr: 2.0000e-02 eta: 21:09:51 time: 0.8436 data_time: 0.0169 memory: 18413 grad_norm: 3.9466 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8538 loss: 1.8538 2022/08/10 18:12:06 - mmengine - INFO - Epoch(train) [6][1560/1879] lr: 2.0000e-02 eta: 21:09:22 time: 0.8460 data_time: 0.0189 memory: 18413 grad_norm: 4.0459 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9668 loss: 1.9668 2022/08/10 18:12:22 - mmengine - INFO - Epoch(train) [6][1580/1879] lr: 2.0000e-02 eta: 21:08:53 time: 0.8449 data_time: 0.0179 memory: 18413 grad_norm: 4.0955 top1_acc: 0.4375 top5_acc: 0.9375 loss_cls: 1.9431 loss: 1.9431 2022/08/10 18:12:39 - mmengine - INFO - Epoch(train) [6][1600/1879] lr: 2.0000e-02 eta: 21:08:23 time: 0.8428 data_time: 0.0170 memory: 18413 grad_norm: 4.1616 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8829 loss: 1.8829 2022/08/10 18:12:44 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 18:12:56 - mmengine - INFO - Epoch(train) [6][1620/1879] lr: 2.0000e-02 eta: 21:07:54 time: 0.8480 data_time: 0.0181 memory: 18413 grad_norm: 3.9833 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9057 loss: 1.9057 2022/08/10 18:13:13 - mmengine - INFO - Epoch(train) [6][1640/1879] lr: 2.0000e-02 eta: 21:07:25 time: 0.8441 data_time: 0.0172 memory: 18413 grad_norm: 3.9073 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.7526 loss: 1.7526 2022/08/10 18:13:30 - mmengine - INFO - Epoch(train) [6][1660/1879] lr: 2.0000e-02 eta: 21:06:56 time: 0.8485 data_time: 0.0179 memory: 18413 grad_norm: 3.9997 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.1661 loss: 2.1661 2022/08/10 18:13:47 - mmengine - INFO - Epoch(train) [6][1680/1879] lr: 2.0000e-02 eta: 21:06:28 time: 0.8510 data_time: 0.0175 memory: 18413 grad_norm: 4.0616 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.7740 loss: 1.7740 2022/08/10 18:14:04 - mmengine - INFO - Epoch(train) [6][1700/1879] lr: 2.0000e-02 eta: 21:06:00 time: 0.8529 data_time: 0.0181 memory: 18413 grad_norm: 4.0387 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.9869 loss: 1.9869 2022/08/10 18:14:21 - mmengine - INFO - Epoch(train) [6][1720/1879] lr: 2.0000e-02 eta: 21:05:31 time: 0.8478 data_time: 0.0176 memory: 18413 grad_norm: 4.0622 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1577 loss: 2.1577 2022/08/10 18:14:38 - mmengine - INFO - Epoch(train) [6][1740/1879] lr: 2.0000e-02 eta: 21:05:04 time: 0.8561 data_time: 0.0174 memory: 18413 grad_norm: 4.0769 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.1164 loss: 2.1164 2022/08/10 18:14:55 - mmengine - INFO - Epoch(train) [6][1760/1879] lr: 2.0000e-02 eta: 21:04:35 time: 0.8454 data_time: 0.0171 memory: 18413 grad_norm: 4.0768 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8051 loss: 1.8051 2022/08/10 18:15:19 - mmengine - INFO - Epoch(train) [6][1780/1879] lr: 2.0000e-02 eta: 21:04:54 time: 1.1684 data_time: 0.0186 memory: 18413 grad_norm: 3.9505 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.9698 loss: 1.9698 2022/08/10 18:15:36 - mmengine - INFO - Epoch(train) [6][1800/1879] lr: 2.0000e-02 eta: 21:04:27 time: 0.8587 data_time: 0.0206 memory: 18413 grad_norm: 4.0787 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.0972 loss: 2.0972 2022/08/10 18:15:53 - mmengine - INFO - Epoch(train) [6][1820/1879] lr: 2.0000e-02 eta: 21:03:59 time: 0.8507 data_time: 0.0172 memory: 18413 grad_norm: 4.0129 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.0809 loss: 2.0809 2022/08/10 18:16:10 - mmengine - INFO - Epoch(train) [6][1840/1879] lr: 2.0000e-02 eta: 21:03:31 time: 0.8512 data_time: 0.0182 memory: 18413 grad_norm: 3.9488 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9323 loss: 1.9323 2022/08/10 18:16:27 - mmengine - INFO - Epoch(train) [6][1860/1879] lr: 2.0000e-02 eta: 21:03:04 time: 0.8540 data_time: 0.0163 memory: 18413 grad_norm: 3.9716 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.8836 loss: 1.8836 2022/08/10 18:16:42 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 18:16:42 - mmengine - INFO - Epoch(train) [6][1879/1879] lr: 2.0000e-02 eta: 21:03:04 time: 0.8182 data_time: 0.0152 memory: 18413 grad_norm: 4.2052 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 1.9064 loss: 1.9064 2022/08/10 18:16:42 - mmengine - INFO - Saving checkpoint at 6 epochs 2022/08/10 18:16:56 - mmengine - INFO - Epoch(val) [6][20/155] eta: 0:01:20 time: 0.5958 data_time: 0.3596 memory: 2590 2022/08/10 18:17:10 - mmengine - INFO - Epoch(val) [6][40/155] eta: 0:01:18 time: 0.6790 data_time: 0.4455 memory: 2590 2022/08/10 18:17:22 - mmengine - INFO - Epoch(val) [6][60/155] eta: 0:00:56 time: 0.5966 data_time: 0.3630 memory: 2590 2022/08/10 18:17:36 - mmengine - INFO - Epoch(val) [6][80/155] eta: 0:00:53 time: 0.7086 data_time: 0.4713 memory: 2590 2022/08/10 18:17:46 - mmengine - INFO - Epoch(val) [6][100/155] eta: 0:00:26 time: 0.4889 data_time: 0.2560 memory: 2590 2022/08/10 18:17:53 - mmengine - INFO - Epoch(val) [6][120/155] eta: 0:00:12 time: 0.3665 data_time: 0.1324 memory: 2590 2022/08/10 18:18:07 - mmengine - INFO - Epoch(val) [6][140/155] eta: 0:00:10 time: 0.6911 data_time: 0.4569 memory: 2590 2022/08/10 18:18:45 - mmengine - INFO - Epoch(val) [6][155/155] acc/top1: 0.5260 acc/top5: 0.7828 acc/mean1: 0.5260 2022/08/10 18:18:45 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_6.pth is removed 2022/08/10 18:18:46 - mmengine - INFO - The best checkpoint with 0.5260 acc/top1 at 7 epoch is saved to best_acc/top1_epoch_7.pth. 2022/08/10 18:19:13 - mmengine - INFO - Epoch(train) [7][20/1879] lr: 2.0000e-02 eta: 21:01:22 time: 1.3389 data_time: 0.3832 memory: 18413 grad_norm: 4.0822 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.0637 loss: 2.0637 2022/08/10 18:19:30 - mmengine - INFO - Epoch(train) [7][40/1879] lr: 2.0000e-02 eta: 21:00:54 time: 0.8483 data_time: 0.0149 memory: 18413 grad_norm: 3.9714 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.7853 loss: 1.7853 2022/08/10 18:19:47 - mmengine - INFO - Epoch(train) [7][60/1879] lr: 2.0000e-02 eta: 21:00:28 time: 0.8603 data_time: 0.0176 memory: 18413 grad_norm: 3.9882 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 2.0277 loss: 2.0277 2022/08/10 18:20:07 - mmengine - INFO - Epoch(train) [7][80/1879] lr: 2.0000e-02 eta: 21:00:18 time: 0.9770 data_time: 0.0167 memory: 18413 grad_norm: 4.0115 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.7799 loss: 1.7799 2022/08/10 18:20:24 - mmengine - INFO - Epoch(train) [7][100/1879] lr: 2.0000e-02 eta: 20:59:52 time: 0.8604 data_time: 0.0262 memory: 18413 grad_norm: 3.9808 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.9133 loss: 1.9133 2022/08/10 18:20:41 - mmengine - INFO - Epoch(train) [7][120/1879] lr: 2.0000e-02 eta: 20:59:24 time: 0.8473 data_time: 0.0192 memory: 18413 grad_norm: 4.0263 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8209 loss: 1.8209 2022/08/10 18:20:58 - mmengine - INFO - Epoch(train) [7][140/1879] lr: 2.0000e-02 eta: 20:58:56 time: 0.8504 data_time: 0.0154 memory: 18413 grad_norm: 4.1018 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9741 loss: 1.9741 2022/08/10 18:21:16 - mmengine - INFO - Epoch(train) [7][160/1879] lr: 2.0000e-02 eta: 20:58:32 time: 0.8744 data_time: 0.0167 memory: 18413 grad_norm: 4.0053 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.8860 loss: 1.8860 2022/08/10 18:21:33 - mmengine - INFO - Epoch(train) [7][180/1879] lr: 2.0000e-02 eta: 20:58:05 time: 0.8509 data_time: 0.0177 memory: 18413 grad_norm: 4.1386 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.0264 loss: 2.0264 2022/08/10 18:21:50 - mmengine - INFO - Epoch(train) [7][200/1879] lr: 2.0000e-02 eta: 20:57:41 time: 0.8777 data_time: 0.0203 memory: 18413 grad_norm: 3.9266 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.1553 loss: 2.1553 2022/08/10 18:22:11 - mmengine - INFO - Epoch(train) [7][220/1879] lr: 2.0000e-02 eta: 20:57:38 time: 1.0245 data_time: 0.0160 memory: 18413 grad_norm: 4.0471 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0953 loss: 2.0953 2022/08/10 18:22:33 - mmengine - INFO - Epoch(train) [7][240/1879] lr: 2.0000e-02 eta: 20:57:51 time: 1.1293 data_time: 0.0188 memory: 18413 grad_norm: 3.8665 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8964 loss: 1.8964 2022/08/10 18:22:50 - mmengine - INFO - Epoch(train) [7][260/1879] lr: 2.0000e-02 eta: 20:57:23 time: 0.8528 data_time: 0.0171 memory: 18413 grad_norm: 3.9663 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0364 loss: 2.0364 2022/08/10 18:23:08 - mmengine - INFO - Epoch(train) [7][280/1879] lr: 2.0000e-02 eta: 20:56:57 time: 0.8613 data_time: 0.0246 memory: 18413 grad_norm: 3.9741 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.8274 loss: 1.8274 2022/08/10 18:23:25 - mmengine - INFO - Epoch(train) [7][300/1879] lr: 2.0000e-02 eta: 20:56:31 time: 0.8562 data_time: 0.0183 memory: 18413 grad_norm: 3.9089 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.9402 loss: 1.9402 2022/08/10 18:23:44 - mmengine - INFO - Epoch(train) [7][320/1879] lr: 2.0000e-02 eta: 20:56:16 time: 0.9414 data_time: 0.0184 memory: 18413 grad_norm: 3.9764 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.9529 loss: 1.9529 2022/08/10 18:24:01 - mmengine - INFO - Epoch(train) [7][340/1879] lr: 2.0000e-02 eta: 20:55:50 time: 0.8580 data_time: 0.0164 memory: 18413 grad_norm: 4.1216 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9406 loss: 1.9406 2022/08/10 18:24:18 - mmengine - INFO - Epoch(train) [7][360/1879] lr: 2.0000e-02 eta: 20:55:25 time: 0.8675 data_time: 0.0189 memory: 18413 grad_norm: 4.1159 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.8642 loss: 1.8642 2022/08/10 18:24:35 - mmengine - INFO - Epoch(train) [7][380/1879] lr: 2.0000e-02 eta: 20:54:58 time: 0.8568 data_time: 0.0182 memory: 18413 grad_norm: 4.0019 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.7788 loss: 1.7788 2022/08/10 18:24:54 - mmengine - INFO - Epoch(train) [7][400/1879] lr: 2.0000e-02 eta: 20:54:45 time: 0.9506 data_time: 0.0182 memory: 18413 grad_norm: 4.1102 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9742 loss: 1.9742 2022/08/10 18:25:15 - mmengine - INFO - Epoch(train) [7][420/1879] lr: 2.0000e-02 eta: 20:54:44 time: 1.0381 data_time: 0.0205 memory: 18413 grad_norm: 3.9720 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.0044 loss: 2.0044 2022/08/10 18:25:34 - mmengine - INFO - Epoch(train) [7][440/1879] lr: 2.0000e-02 eta: 20:54:28 time: 0.9332 data_time: 0.0196 memory: 18413 grad_norm: 3.9761 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.9458 loss: 1.9458 2022/08/10 18:25:52 - mmengine - INFO - Epoch(train) [7][460/1879] lr: 2.0000e-02 eta: 20:54:11 time: 0.9219 data_time: 0.0163 memory: 18413 grad_norm: 3.9452 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 2.0640 loss: 2.0640 2022/08/10 18:26:09 - mmengine - INFO - Epoch(train) [7][480/1879] lr: 2.0000e-02 eta: 20:53:44 time: 0.8560 data_time: 0.0170 memory: 18413 grad_norm: 3.9208 top1_acc: 0.3750 top5_acc: 0.9375 loss_cls: 1.9772 loss: 1.9772 2022/08/10 18:26:26 - mmengine - INFO - Epoch(train) [7][500/1879] lr: 2.0000e-02 eta: 20:53:18 time: 0.8607 data_time: 0.0168 memory: 18413 grad_norm: 4.0184 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9705 loss: 1.9705 2022/08/10 18:26:43 - mmengine - INFO - Epoch(train) [7][520/1879] lr: 2.0000e-02 eta: 20:52:51 time: 0.8526 data_time: 0.0183 memory: 18413 grad_norm: 3.9654 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.7805 loss: 1.7805 2022/08/10 18:27:01 - mmengine - INFO - Epoch(train) [7][540/1879] lr: 2.0000e-02 eta: 20:52:27 time: 0.8740 data_time: 0.0156 memory: 18413 grad_norm: 4.1110 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0381 loss: 2.0381 2022/08/10 18:27:18 - mmengine - INFO - Epoch(train) [7][560/1879] lr: 2.0000e-02 eta: 20:52:01 time: 0.8548 data_time: 0.0171 memory: 18413 grad_norm: 3.9442 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0652 loss: 2.0652 2022/08/10 18:27:35 - mmengine - INFO - Epoch(train) [7][580/1879] lr: 2.0000e-02 eta: 20:51:34 time: 0.8553 data_time: 0.0190 memory: 18413 grad_norm: 3.9774 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0657 loss: 2.0657 2022/08/10 18:27:53 - mmengine - INFO - Epoch(train) [7][600/1879] lr: 2.0000e-02 eta: 20:51:12 time: 0.8882 data_time: 0.0200 memory: 18413 grad_norm: 4.0560 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.8640 loss: 1.8640 2022/08/10 18:28:10 - mmengine - INFO - Epoch(train) [7][620/1879] lr: 2.0000e-02 eta: 20:50:47 time: 0.8650 data_time: 0.0176 memory: 18413 grad_norm: 3.9766 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0028 loss: 2.0028 2022/08/10 18:28:28 - mmengine - INFO - Epoch(train) [7][640/1879] lr: 2.0000e-02 eta: 20:50:28 time: 0.9128 data_time: 0.0181 memory: 18413 grad_norm: 3.9381 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8587 loss: 1.8587 2022/08/10 18:28:46 - mmengine - INFO - Epoch(train) [7][660/1879] lr: 2.0000e-02 eta: 20:50:02 time: 0.8573 data_time: 0.0172 memory: 18413 grad_norm: 3.9969 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.9336 loss: 1.9336 2022/08/10 18:29:03 - mmengine - INFO - Epoch(train) [7][680/1879] lr: 2.0000e-02 eta: 20:49:39 time: 0.8787 data_time: 0.0169 memory: 18413 grad_norm: 3.8832 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 1.9489 loss: 1.9489 2022/08/10 18:29:20 - mmengine - INFO - Epoch(train) [7][700/1879] lr: 2.0000e-02 eta: 20:49:12 time: 0.8516 data_time: 0.0183 memory: 18413 grad_norm: 3.8908 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.0994 loss: 2.0994 2022/08/10 18:29:37 - mmengine - INFO - Epoch(train) [7][720/1879] lr: 2.0000e-02 eta: 20:48:46 time: 0.8600 data_time: 0.0175 memory: 18413 grad_norm: 3.9298 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 2.0876 loss: 2.0876 2022/08/10 18:29:43 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 18:29:55 - mmengine - INFO - Epoch(train) [7][740/1879] lr: 2.0000e-02 eta: 20:48:22 time: 0.8690 data_time: 0.0256 memory: 18413 grad_norm: 3.9514 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0141 loss: 2.0141 2022/08/10 18:30:17 - mmengine - INFO - Epoch(train) [7][760/1879] lr: 2.0000e-02 eta: 20:48:32 time: 1.1255 data_time: 0.2014 memory: 18413 grad_norm: 4.0110 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.9031 loss: 1.9031 2022/08/10 18:30:34 - mmengine - INFO - Epoch(train) [7][780/1879] lr: 2.0000e-02 eta: 20:48:05 time: 0.8501 data_time: 0.0158 memory: 18413 grad_norm: 4.0429 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8638 loss: 1.8638 2022/08/10 18:30:51 - mmengine - INFO - Epoch(train) [7][800/1879] lr: 2.0000e-02 eta: 20:47:38 time: 0.8490 data_time: 0.0178 memory: 18413 grad_norm: 3.8770 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.8238 loss: 1.8238 2022/08/10 18:31:12 - mmengine - INFO - Epoch(train) [7][820/1879] lr: 2.0000e-02 eta: 20:47:34 time: 1.0162 data_time: 0.0172 memory: 18413 grad_norm: 3.9421 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.0098 loss: 2.0098 2022/08/10 18:31:30 - mmengine - INFO - Epoch(train) [7][840/1879] lr: 2.0000e-02 eta: 20:47:15 time: 0.9140 data_time: 0.0156 memory: 18413 grad_norm: 4.0263 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.1706 loss: 2.1706 2022/08/10 18:31:47 - mmengine - INFO - Epoch(train) [7][860/1879] lr: 2.0000e-02 eta: 20:46:48 time: 0.8494 data_time: 0.0187 memory: 18413 grad_norm: 4.0920 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7463 loss: 1.7463 2022/08/10 18:32:11 - mmengine - INFO - Epoch(train) [7][880/1879] lr: 2.0000e-02 eta: 20:47:07 time: 1.1905 data_time: 0.0180 memory: 18413 grad_norm: 3.9849 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9516 loss: 1.9516 2022/08/10 18:32:30 - mmengine - INFO - Epoch(train) [7][900/1879] lr: 2.0000e-02 eta: 20:46:59 time: 0.9866 data_time: 0.0179 memory: 18413 grad_norm: 4.0119 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9382 loss: 1.9382 2022/08/10 18:32:48 - mmengine - INFO - Epoch(train) [7][920/1879] lr: 2.0000e-02 eta: 20:46:32 time: 0.8556 data_time: 0.0176 memory: 18413 grad_norm: 3.8657 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0195 loss: 2.0195 2022/08/10 18:33:05 - mmengine - INFO - Epoch(train) [7][940/1879] lr: 2.0000e-02 eta: 20:46:06 time: 0.8542 data_time: 0.0195 memory: 18413 grad_norm: 3.9359 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 1.9975 loss: 1.9975 2022/08/10 18:33:22 - mmengine - INFO - Epoch(train) [7][960/1879] lr: 2.0000e-02 eta: 20:45:40 time: 0.8598 data_time: 0.0166 memory: 18413 grad_norm: 3.9752 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8766 loss: 1.8766 2022/08/10 18:33:39 - mmengine - INFO - Epoch(train) [7][980/1879] lr: 2.0000e-02 eta: 20:45:14 time: 0.8522 data_time: 0.0234 memory: 18413 grad_norm: 3.9652 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0309 loss: 2.0309 2022/08/10 18:33:56 - mmengine - INFO - Epoch(train) [7][1000/1879] lr: 2.0000e-02 eta: 20:44:47 time: 0.8543 data_time: 0.0169 memory: 18413 grad_norm: 3.9244 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.0498 loss: 2.0498 2022/08/10 18:34:13 - mmengine - INFO - Epoch(train) [7][1020/1879] lr: 2.0000e-02 eta: 20:44:20 time: 0.8480 data_time: 0.0207 memory: 18413 grad_norm: 3.8803 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.9798 loss: 1.9798 2022/08/10 18:34:30 - mmengine - INFO - Epoch(train) [7][1040/1879] lr: 2.0000e-02 eta: 20:43:54 time: 0.8582 data_time: 0.0164 memory: 18413 grad_norm: 3.9770 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.7200 loss: 1.7200 2022/08/10 18:34:47 - mmengine - INFO - Epoch(train) [7][1060/1879] lr: 2.0000e-02 eta: 20:43:28 time: 0.8497 data_time: 0.0188 memory: 18413 grad_norm: 3.9156 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0442 loss: 2.0442 2022/08/10 18:35:04 - mmengine - INFO - Epoch(train) [7][1080/1879] lr: 2.0000e-02 eta: 20:43:02 time: 0.8573 data_time: 0.0171 memory: 18413 grad_norm: 3.8798 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.7325 loss: 1.7325 2022/08/10 18:35:22 - mmengine - INFO - Epoch(train) [7][1100/1879] lr: 2.0000e-02 eta: 20:42:42 time: 0.9012 data_time: 0.0593 memory: 18413 grad_norm: 3.8464 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8196 loss: 1.8196 2022/08/10 18:35:39 - mmengine - INFO - Epoch(train) [7][1120/1879] lr: 2.0000e-02 eta: 20:42:16 time: 0.8555 data_time: 0.0175 memory: 18413 grad_norm: 3.9047 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.9551 loss: 1.9551 2022/08/10 18:35:56 - mmengine - INFO - Epoch(train) [7][1140/1879] lr: 2.0000e-02 eta: 20:41:49 time: 0.8465 data_time: 0.0181 memory: 18413 grad_norm: 4.0081 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.9435 loss: 1.9435 2022/08/10 18:36:13 - mmengine - INFO - Epoch(train) [7][1160/1879] lr: 2.0000e-02 eta: 20:41:22 time: 0.8506 data_time: 0.0172 memory: 18413 grad_norm: 4.0552 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.1281 loss: 2.1281 2022/08/10 18:36:30 - mmengine - INFO - Epoch(train) [7][1180/1879] lr: 2.0000e-02 eta: 20:40:55 time: 0.8453 data_time: 0.0170 memory: 18413 grad_norm: 3.9275 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8658 loss: 1.8658 2022/08/10 18:36:47 - mmengine - INFO - Epoch(train) [7][1200/1879] lr: 2.0000e-02 eta: 20:40:29 time: 0.8552 data_time: 0.0234 memory: 18413 grad_norm: 3.8892 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.0716 loss: 2.0716 2022/08/10 18:37:04 - mmengine - INFO - Epoch(train) [7][1220/1879] lr: 2.0000e-02 eta: 20:40:03 time: 0.8568 data_time: 0.0173 memory: 18413 grad_norm: 3.9270 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8594 loss: 1.8594 2022/08/10 18:37:21 - mmengine - INFO - Epoch(train) [7][1240/1879] lr: 2.0000e-02 eta: 20:39:36 time: 0.8461 data_time: 0.0183 memory: 18413 grad_norm: 3.7634 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.7963 loss: 1.7963 2022/08/10 18:37:38 - mmengine - INFO - Epoch(train) [7][1260/1879] lr: 2.0000e-02 eta: 20:39:10 time: 0.8502 data_time: 0.0181 memory: 18413 grad_norm: 3.9027 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.8086 loss: 1.8086 2022/08/10 18:37:56 - mmengine - INFO - Epoch(train) [7][1280/1879] lr: 2.0000e-02 eta: 20:38:45 time: 0.8650 data_time: 0.0181 memory: 18413 grad_norm: 3.8716 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8603 loss: 1.8603 2022/08/10 18:38:13 - mmengine - INFO - Epoch(train) [7][1300/1879] lr: 2.0000e-02 eta: 20:38:19 time: 0.8501 data_time: 0.0182 memory: 18413 grad_norm: 4.0329 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.8244 loss: 1.8244 2022/08/10 18:38:30 - mmengine - INFO - Epoch(train) [7][1320/1879] lr: 2.0000e-02 eta: 20:37:52 time: 0.8466 data_time: 0.0190 memory: 18413 grad_norm: 3.9249 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.0097 loss: 2.0097 2022/08/10 18:38:47 - mmengine - INFO - Epoch(train) [7][1340/1879] lr: 2.0000e-02 eta: 20:37:26 time: 0.8507 data_time: 0.0178 memory: 18413 grad_norm: 3.9295 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.8539 loss: 1.8539 2022/08/10 18:39:04 - mmengine - INFO - Epoch(train) [7][1360/1879] lr: 2.0000e-02 eta: 20:36:59 time: 0.8478 data_time: 0.0177 memory: 18413 grad_norm: 4.0213 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.8757 loss: 1.8757 2022/08/10 18:39:21 - mmengine - INFO - Epoch(train) [7][1380/1879] lr: 2.0000e-02 eta: 20:36:32 time: 0.8448 data_time: 0.0187 memory: 18413 grad_norm: 3.9287 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9746 loss: 1.9746 2022/08/10 18:39:38 - mmengine - INFO - Epoch(train) [7][1400/1879] lr: 2.0000e-02 eta: 20:36:07 time: 0.8619 data_time: 0.0225 memory: 18413 grad_norm: 3.8946 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9268 loss: 1.9268 2022/08/10 18:39:55 - mmengine - INFO - Epoch(train) [7][1420/1879] lr: 2.0000e-02 eta: 20:35:41 time: 0.8514 data_time: 0.0176 memory: 18413 grad_norm: 3.9066 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9645 loss: 1.9645 2022/08/10 18:40:12 - mmengine - INFO - Epoch(train) [7][1440/1879] lr: 2.0000e-02 eta: 20:35:15 time: 0.8524 data_time: 0.0172 memory: 18413 grad_norm: 3.9610 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8269 loss: 1.8269 2022/08/10 18:40:29 - mmengine - INFO - Epoch(train) [7][1460/1879] lr: 2.0000e-02 eta: 20:34:53 time: 0.8766 data_time: 0.0192 memory: 18413 grad_norm: 3.7875 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9297 loss: 1.9297 2022/08/10 18:40:46 - mmengine - INFO - Epoch(train) [7][1480/1879] lr: 2.0000e-02 eta: 20:34:26 time: 0.8437 data_time: 0.0169 memory: 18413 grad_norm: 3.9548 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9334 loss: 1.9334 2022/08/10 18:41:03 - mmengine - INFO - Epoch(train) [7][1500/1879] lr: 2.0000e-02 eta: 20:33:59 time: 0.8424 data_time: 0.0182 memory: 18413 grad_norm: 3.9406 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.7536 loss: 1.7536 2022/08/10 18:41:20 - mmengine - INFO - Epoch(train) [7][1520/1879] lr: 2.0000e-02 eta: 20:33:32 time: 0.8457 data_time: 0.0166 memory: 18413 grad_norm: 3.9322 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.9268 loss: 1.9268 2022/08/10 18:41:37 - mmengine - INFO - Epoch(train) [7][1540/1879] lr: 2.0000e-02 eta: 20:33:05 time: 0.8439 data_time: 0.0179 memory: 18413 grad_norm: 3.8923 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.7833 loss: 1.7833 2022/08/10 18:41:54 - mmengine - INFO - Epoch(train) [7][1560/1879] lr: 2.0000e-02 eta: 20:32:38 time: 0.8410 data_time: 0.0172 memory: 18413 grad_norm: 3.7440 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.7542 loss: 1.7542 2022/08/10 18:42:11 - mmengine - INFO - Epoch(train) [7][1580/1879] lr: 2.0000e-02 eta: 20:32:11 time: 0.8452 data_time: 0.0180 memory: 18413 grad_norm: 3.8102 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 2.0211 loss: 2.0211 2022/08/10 18:42:28 - mmengine - INFO - Epoch(train) [7][1600/1879] lr: 2.0000e-02 eta: 20:31:45 time: 0.8488 data_time: 0.0179 memory: 18413 grad_norm: 3.8692 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.9292 loss: 1.9292 2022/08/10 18:42:44 - mmengine - INFO - Epoch(train) [7][1620/1879] lr: 2.0000e-02 eta: 20:31:18 time: 0.8423 data_time: 0.0163 memory: 18413 grad_norm: 3.8646 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.8564 loss: 1.8564 2022/08/10 18:43:01 - mmengine - INFO - Epoch(train) [7][1640/1879] lr: 2.0000e-02 eta: 20:30:52 time: 0.8475 data_time: 0.0170 memory: 18413 grad_norm: 3.9389 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.2001 loss: 2.2001 2022/08/10 18:43:19 - mmengine - INFO - Epoch(train) [7][1660/1879] lr: 2.0000e-02 eta: 20:30:27 time: 0.8571 data_time: 0.0178 memory: 18413 grad_norm: 3.8098 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.7867 loss: 1.7867 2022/08/10 18:43:35 - mmengine - INFO - Epoch(train) [7][1680/1879] lr: 2.0000e-02 eta: 20:30:00 time: 0.8456 data_time: 0.0176 memory: 18413 grad_norm: 3.9390 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 1.9382 loss: 1.9382 2022/08/10 18:43:52 - mmengine - INFO - Epoch(train) [7][1700/1879] lr: 2.0000e-02 eta: 20:29:34 time: 0.8472 data_time: 0.0185 memory: 18413 grad_norm: 4.0280 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9462 loss: 1.9462 2022/08/10 18:44:09 - mmengine - INFO - Epoch(train) [7][1720/1879] lr: 2.0000e-02 eta: 20:29:08 time: 0.8438 data_time: 0.0175 memory: 18413 grad_norm: 3.9387 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9987 loss: 1.9987 2022/08/10 18:44:14 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 18:44:26 - mmengine - INFO - Epoch(train) [7][1740/1879] lr: 2.0000e-02 eta: 20:28:41 time: 0.8415 data_time: 0.0168 memory: 18413 grad_norm: 3.9121 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 2.0283 loss: 2.0283 2022/08/10 18:44:43 - mmengine - INFO - Epoch(train) [7][1760/1879] lr: 2.0000e-02 eta: 20:28:14 time: 0.8408 data_time: 0.0174 memory: 18413 grad_norm: 4.0385 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 1.6905 loss: 1.6905 2022/08/10 18:45:00 - mmengine - INFO - Epoch(train) [7][1780/1879] lr: 2.0000e-02 eta: 20:27:47 time: 0.8421 data_time: 0.0179 memory: 18413 grad_norm: 3.8661 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.1272 loss: 2.1272 2022/08/10 18:45:17 - mmengine - INFO - Epoch(train) [7][1800/1879] lr: 2.0000e-02 eta: 20:27:21 time: 0.8491 data_time: 0.0192 memory: 18413 grad_norm: 3.8810 top1_acc: 0.3125 top5_acc: 0.8125 loss_cls: 2.0499 loss: 2.0499 2022/08/10 18:45:34 - mmengine - INFO - Epoch(train) [7][1820/1879] lr: 2.0000e-02 eta: 20:26:55 time: 0.8475 data_time: 0.0180 memory: 18413 grad_norm: 3.8988 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.8616 loss: 1.8616 2022/08/10 18:45:51 - mmengine - INFO - Epoch(train) [7][1840/1879] lr: 2.0000e-02 eta: 20:26:29 time: 0.8420 data_time: 0.0178 memory: 18413 grad_norm: 3.8915 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.0167 loss: 2.0167 2022/08/10 18:46:07 - mmengine - INFO - Epoch(train) [7][1860/1879] lr: 2.0000e-02 eta: 20:26:03 time: 0.8477 data_time: 0.0195 memory: 18413 grad_norm: 3.8763 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8810 loss: 1.8810 2022/08/10 18:46:23 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 18:46:23 - mmengine - INFO - Epoch(train) [7][1879/1879] lr: 2.0000e-02 eta: 20:26:03 time: 0.8171 data_time: 0.0164 memory: 18413 grad_norm: 3.8639 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 1.8176 loss: 1.8176 2022/08/10 18:46:36 - mmengine - INFO - Epoch(val) [7][20/155] eta: 0:01:25 time: 0.6370 data_time: 0.3992 memory: 2590 2022/08/10 18:46:44 - mmengine - INFO - Epoch(val) [7][40/155] eta: 0:00:44 time: 0.3880 data_time: 0.1493 memory: 2590 2022/08/10 18:46:53 - mmengine - INFO - Epoch(val) [7][60/155] eta: 0:00:46 time: 0.4905 data_time: 0.2531 memory: 2590 2022/08/10 18:47:02 - mmengine - INFO - Epoch(val) [7][80/155] eta: 0:00:32 time: 0.4272 data_time: 0.1901 memory: 2590 2022/08/10 18:47:11 - mmengine - INFO - Epoch(val) [7][100/155] eta: 0:00:26 time: 0.4773 data_time: 0.2414 memory: 2590 2022/08/10 18:47:20 - mmengine - INFO - Epoch(val) [7][120/155] eta: 0:00:14 time: 0.4110 data_time: 0.1748 memory: 2590 2022/08/10 18:47:30 - mmengine - INFO - Epoch(val) [7][140/155] eta: 0:00:07 time: 0.5149 data_time: 0.2796 memory: 2590 2022/08/10 18:48:02 - mmengine - INFO - Epoch(val) [7][155/155] acc/top1: 0.5600 acc/top5: 0.8040 acc/mean1: 0.5600 2022/08/10 18:48:02 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_7.pth is removed 2022/08/10 18:48:04 - mmengine - INFO - The best checkpoint with 0.5600 acc/top1 at 8 epoch is saved to best_acc/top1_epoch_8.pth. 2022/08/10 18:48:29 - mmengine - INFO - Epoch(train) [8][20/1879] lr: 2.0000e-02 eta: 20:24:21 time: 1.2326 data_time: 0.2110 memory: 18413 grad_norm: 3.8143 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6135 loss: 1.6135 2022/08/10 18:48:46 - mmengine - INFO - Epoch(train) [8][40/1879] lr: 2.0000e-02 eta: 20:23:55 time: 0.8502 data_time: 0.0231 memory: 18413 grad_norm: 4.0145 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 1.9285 loss: 1.9285 2022/08/10 18:49:03 - mmengine - INFO - Epoch(train) [8][60/1879] lr: 2.0000e-02 eta: 20:23:33 time: 0.8771 data_time: 0.0539 memory: 18413 grad_norm: 3.9607 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.8374 loss: 1.8374 2022/08/10 18:49:20 - mmengine - INFO - Epoch(train) [8][80/1879] lr: 2.0000e-02 eta: 20:23:07 time: 0.8470 data_time: 0.0173 memory: 18413 grad_norm: 3.9217 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 2.0474 loss: 2.0474 2022/08/10 18:49:37 - mmengine - INFO - Epoch(train) [8][100/1879] lr: 2.0000e-02 eta: 20:22:41 time: 0.8460 data_time: 0.0171 memory: 18413 grad_norm: 3.8894 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8263 loss: 1.8263 2022/08/10 18:49:54 - mmengine - INFO - Epoch(train) [8][120/1879] lr: 2.0000e-02 eta: 20:22:16 time: 0.8529 data_time: 0.0172 memory: 18413 grad_norm: 3.8528 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7854 loss: 1.7854 2022/08/10 18:50:11 - mmengine - INFO - Epoch(train) [8][140/1879] lr: 2.0000e-02 eta: 20:21:53 time: 0.8649 data_time: 0.0250 memory: 18413 grad_norm: 3.8714 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 1.8751 loss: 1.8751 2022/08/10 18:50:29 - mmengine - INFO - Epoch(train) [8][160/1879] lr: 2.0000e-02 eta: 20:21:29 time: 0.8642 data_time: 0.0210 memory: 18413 grad_norm: 3.9728 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8864 loss: 1.8864 2022/08/10 18:50:46 - mmengine - INFO - Epoch(train) [8][180/1879] lr: 2.0000e-02 eta: 20:21:04 time: 0.8539 data_time: 0.0175 memory: 18413 grad_norm: 3.9124 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.7477 loss: 1.7477 2022/08/10 18:51:03 - mmengine - INFO - Epoch(train) [8][200/1879] lr: 2.0000e-02 eta: 20:20:39 time: 0.8502 data_time: 0.0179 memory: 18413 grad_norm: 3.9424 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6365 loss: 1.6365 2022/08/10 18:51:20 - mmengine - INFO - Epoch(train) [8][220/1879] lr: 2.0000e-02 eta: 20:20:14 time: 0.8517 data_time: 0.0179 memory: 18413 grad_norm: 3.9838 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8713 loss: 1.8713 2022/08/10 18:51:37 - mmengine - INFO - Epoch(train) [8][240/1879] lr: 2.0000e-02 eta: 20:19:49 time: 0.8499 data_time: 0.0174 memory: 18413 grad_norm: 3.8615 top1_acc: 0.4375 top5_acc: 0.9375 loss_cls: 1.8651 loss: 1.8651 2022/08/10 18:51:54 - mmengine - INFO - Epoch(train) [8][260/1879] lr: 2.0000e-02 eta: 20:19:23 time: 0.8470 data_time: 0.0170 memory: 18413 grad_norm: 3.8991 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7231 loss: 1.7231 2022/08/10 18:52:11 - mmengine - INFO - Epoch(train) [8][280/1879] lr: 2.0000e-02 eta: 20:18:58 time: 0.8505 data_time: 0.0173 memory: 18413 grad_norm: 3.9617 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.0914 loss: 2.0914 2022/08/10 18:52:28 - mmengine - INFO - Epoch(train) [8][300/1879] lr: 2.0000e-02 eta: 20:18:33 time: 0.8526 data_time: 0.0245 memory: 18413 grad_norm: 3.9110 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.7665 loss: 1.7665 2022/08/10 18:52:45 - mmengine - INFO - Epoch(train) [8][320/1879] lr: 2.0000e-02 eta: 20:18:08 time: 0.8451 data_time: 0.0179 memory: 18413 grad_norm: 3.8611 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5823 loss: 1.5823 2022/08/10 18:53:02 - mmengine - INFO - Epoch(train) [8][340/1879] lr: 2.0000e-02 eta: 20:17:43 time: 0.8502 data_time: 0.0184 memory: 18413 grad_norm: 3.8477 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.0516 loss: 2.0516 2022/08/10 18:53:19 - mmengine - INFO - Epoch(train) [8][360/1879] lr: 2.0000e-02 eta: 20:17:17 time: 0.8493 data_time: 0.0164 memory: 18413 grad_norm: 3.9778 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.9713 loss: 1.9713 2022/08/10 18:53:36 - mmengine - INFO - Epoch(train) [8][380/1879] lr: 2.0000e-02 eta: 20:16:52 time: 0.8490 data_time: 0.0172 memory: 18413 grad_norm: 3.9044 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.9870 loss: 1.9870 2022/08/10 18:53:53 - mmengine - INFO - Epoch(train) [8][400/1879] lr: 2.0000e-02 eta: 20:16:27 time: 0.8501 data_time: 0.0172 memory: 18413 grad_norm: 3.9452 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9618 loss: 1.9618 2022/08/10 18:54:10 - mmengine - INFO - Epoch(train) [8][420/1879] lr: 2.0000e-02 eta: 20:16:02 time: 0.8518 data_time: 0.0171 memory: 18413 grad_norm: 3.8629 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9044 loss: 1.9044 2022/08/10 18:54:27 - mmengine - INFO - Epoch(train) [8][440/1879] lr: 2.0000e-02 eta: 20:15:36 time: 0.8415 data_time: 0.0173 memory: 18413 grad_norm: 3.8469 top1_acc: 0.4375 top5_acc: 0.9375 loss_cls: 1.7776 loss: 1.7776 2022/08/10 18:54:43 - mmengine - INFO - Epoch(train) [8][460/1879] lr: 2.0000e-02 eta: 20:15:11 time: 0.8456 data_time: 0.0184 memory: 18413 grad_norm: 3.8867 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.8813 loss: 1.8813 2022/08/10 18:55:00 - mmengine - INFO - Epoch(train) [8][480/1879] lr: 2.0000e-02 eta: 20:14:45 time: 0.8447 data_time: 0.0189 memory: 18413 grad_norm: 4.0253 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.9030 loss: 1.9030 2022/08/10 18:55:17 - mmengine - INFO - Epoch(train) [8][500/1879] lr: 2.0000e-02 eta: 20:14:20 time: 0.8453 data_time: 0.0182 memory: 18413 grad_norm: 3.8947 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 1.9448 loss: 1.9448 2022/08/10 18:55:34 - mmengine - INFO - Epoch(train) [8][520/1879] lr: 2.0000e-02 eta: 20:13:54 time: 0.8434 data_time: 0.0179 memory: 18413 grad_norm: 3.8921 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8357 loss: 1.8357 2022/08/10 18:55:51 - mmengine - INFO - Epoch(train) [8][540/1879] lr: 2.0000e-02 eta: 20:13:29 time: 0.8423 data_time: 0.0179 memory: 18413 grad_norm: 3.9176 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9544 loss: 1.9544 2022/08/10 18:56:08 - mmengine - INFO - Epoch(train) [8][560/1879] lr: 2.0000e-02 eta: 20:13:03 time: 0.8456 data_time: 0.0180 memory: 18413 grad_norm: 3.8516 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.7186 loss: 1.7186 2022/08/10 18:56:25 - mmengine - INFO - Epoch(train) [8][580/1879] lr: 2.0000e-02 eta: 20:12:37 time: 0.8404 data_time: 0.0183 memory: 18413 grad_norm: 3.8367 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.8154 loss: 1.8154 2022/08/10 18:56:41 - mmengine - INFO - Epoch(train) [8][600/1879] lr: 2.0000e-02 eta: 20:12:11 time: 0.8410 data_time: 0.0179 memory: 18413 grad_norm: 3.8780 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.8588 loss: 1.8588 2022/08/10 18:56:58 - mmengine - INFO - Epoch(train) [8][620/1879] lr: 2.0000e-02 eta: 20:11:46 time: 0.8430 data_time: 0.0184 memory: 18413 grad_norm: 3.8304 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.8696 loss: 1.8696 2022/08/10 18:57:15 - mmengine - INFO - Epoch(train) [8][640/1879] lr: 2.0000e-02 eta: 20:11:20 time: 0.8423 data_time: 0.0175 memory: 18413 grad_norm: 3.8826 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9042 loss: 1.9042 2022/08/10 18:57:32 - mmengine - INFO - Epoch(train) [8][660/1879] lr: 2.0000e-02 eta: 20:10:55 time: 0.8443 data_time: 0.0179 memory: 18413 grad_norm: 3.7122 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.7375 loss: 1.7375 2022/08/10 18:57:50 - mmengine - INFO - Epoch(train) [8][680/1879] lr: 2.0000e-02 eta: 20:10:33 time: 0.8717 data_time: 0.0322 memory: 18413 grad_norm: 3.9244 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7211 loss: 1.7211 2022/08/10 18:58:06 - mmengine - INFO - Epoch(train) [8][700/1879] lr: 2.0000e-02 eta: 20:10:08 time: 0.8473 data_time: 0.0183 memory: 18413 grad_norm: 3.8816 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.8756 loss: 1.8756 2022/08/10 18:58:23 - mmengine - INFO - Epoch(train) [8][720/1879] lr: 2.0000e-02 eta: 20:09:43 time: 0.8483 data_time: 0.0161 memory: 18413 grad_norm: 3.8698 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.0288 loss: 2.0288 2022/08/10 18:58:40 - mmengine - INFO - Epoch(train) [8][740/1879] lr: 2.0000e-02 eta: 20:09:18 time: 0.8462 data_time: 0.0200 memory: 18413 grad_norm: 3.9202 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.9915 loss: 1.9915 2022/08/10 18:58:57 - mmengine - INFO - Epoch(train) [8][760/1879] lr: 2.0000e-02 eta: 20:08:52 time: 0.8394 data_time: 0.0179 memory: 18413 grad_norm: 3.9181 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.8784 loss: 1.8784 2022/08/10 18:59:14 - mmengine - INFO - Epoch(train) [8][780/1879] lr: 2.0000e-02 eta: 20:08:26 time: 0.8427 data_time: 0.0180 memory: 18413 grad_norm: 3.9098 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.8284 loss: 1.8284 2022/08/10 18:59:31 - mmengine - INFO - Epoch(train) [8][800/1879] lr: 2.0000e-02 eta: 20:08:01 time: 0.8423 data_time: 0.0177 memory: 18413 grad_norm: 3.8084 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.6493 loss: 1.6493 2022/08/10 18:59:48 - mmengine - INFO - Epoch(train) [8][820/1879] lr: 2.0000e-02 eta: 20:07:35 time: 0.8398 data_time: 0.0172 memory: 18413 grad_norm: 3.8714 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.7905 loss: 1.7905 2022/08/10 19:00:04 - mmengine - INFO - Epoch(train) [8][840/1879] lr: 2.0000e-02 eta: 20:07:10 time: 0.8396 data_time: 0.0175 memory: 18413 grad_norm: 3.8930 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.9962 loss: 1.9962 2022/08/10 19:00:12 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 19:00:23 - mmengine - INFO - Epoch(train) [8][860/1879] lr: 2.0000e-02 eta: 20:06:54 time: 0.9313 data_time: 0.0926 memory: 18413 grad_norm: 3.8884 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.7486 loss: 1.7486 2022/08/10 19:00:40 - mmengine - INFO - Epoch(train) [8][880/1879] lr: 2.0000e-02 eta: 20:06:30 time: 0.8506 data_time: 0.0198 memory: 18413 grad_norm: 3.7891 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7593 loss: 1.7593 2022/08/10 19:00:57 - mmengine - INFO - Epoch(train) [8][900/1879] lr: 2.0000e-02 eta: 20:06:04 time: 0.8377 data_time: 0.0167 memory: 18413 grad_norm: 3.8136 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8314 loss: 1.8314 2022/08/10 19:01:14 - mmengine - INFO - Epoch(train) [8][920/1879] lr: 2.0000e-02 eta: 20:05:41 time: 0.8595 data_time: 0.0167 memory: 18413 grad_norm: 3.8783 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.8157 loss: 1.8157 2022/08/10 19:01:31 - mmengine - INFO - Epoch(train) [8][940/1879] lr: 2.0000e-02 eta: 20:05:15 time: 0.8415 data_time: 0.0170 memory: 18413 grad_norm: 3.8900 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9534 loss: 1.9534 2022/08/10 19:01:48 - mmengine - INFO - Epoch(train) [8][960/1879] lr: 2.0000e-02 eta: 20:04:50 time: 0.8438 data_time: 0.0197 memory: 18413 grad_norm: 3.8156 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.7395 loss: 1.7395 2022/08/10 19:02:05 - mmengine - INFO - Epoch(train) [8][980/1879] lr: 2.0000e-02 eta: 20:04:25 time: 0.8444 data_time: 0.0170 memory: 18413 grad_norm: 3.8384 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6879 loss: 1.6879 2022/08/10 19:02:21 - mmengine - INFO - Epoch(train) [8][1000/1879] lr: 2.0000e-02 eta: 20:04:00 time: 0.8371 data_time: 0.0177 memory: 18413 grad_norm: 3.9058 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.6497 loss: 1.6497 2022/08/10 19:02:38 - mmengine - INFO - Epoch(train) [8][1020/1879] lr: 2.0000e-02 eta: 20:03:34 time: 0.8364 data_time: 0.0170 memory: 18413 grad_norm: 3.8911 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.0553 loss: 2.0553 2022/08/10 19:02:55 - mmengine - INFO - Epoch(train) [8][1040/1879] lr: 2.0000e-02 eta: 20:03:08 time: 0.8358 data_time: 0.0169 memory: 18413 grad_norm: 3.7508 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.8268 loss: 1.8268 2022/08/10 19:03:12 - mmengine - INFO - Epoch(train) [8][1060/1879] lr: 2.0000e-02 eta: 20:02:42 time: 0.8405 data_time: 0.0171 memory: 18413 grad_norm: 3.9084 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8902 loss: 1.8902 2022/08/10 19:03:29 - mmengine - INFO - Epoch(train) [8][1080/1879] lr: 2.0000e-02 eta: 20:02:18 time: 0.8453 data_time: 0.0176 memory: 18413 grad_norm: 3.8749 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.7790 loss: 1.7790 2022/08/10 19:03:45 - mmengine - INFO - Epoch(train) [8][1100/1879] lr: 2.0000e-02 eta: 20:01:53 time: 0.8440 data_time: 0.0178 memory: 18413 grad_norm: 3.8683 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9410 loss: 1.9410 2022/08/10 19:04:02 - mmengine - INFO - Epoch(train) [8][1120/1879] lr: 2.0000e-02 eta: 20:01:28 time: 0.8466 data_time: 0.0184 memory: 18413 grad_norm: 3.8851 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6730 loss: 1.6730 2022/08/10 19:04:19 - mmengine - INFO - Epoch(train) [8][1140/1879] lr: 2.0000e-02 eta: 20:01:04 time: 0.8502 data_time: 0.0166 memory: 18413 grad_norm: 3.8481 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0356 loss: 2.0356 2022/08/10 19:04:36 - mmengine - INFO - Epoch(train) [8][1160/1879] lr: 2.0000e-02 eta: 20:00:39 time: 0.8391 data_time: 0.0173 memory: 18413 grad_norm: 3.8152 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.7510 loss: 1.7510 2022/08/10 19:04:53 - mmengine - INFO - Epoch(train) [8][1180/1879] lr: 2.0000e-02 eta: 20:00:14 time: 0.8485 data_time: 0.0176 memory: 18413 grad_norm: 3.7983 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.6424 loss: 1.6424 2022/08/10 19:05:10 - mmengine - INFO - Epoch(train) [8][1200/1879] lr: 2.0000e-02 eta: 19:59:51 time: 0.8609 data_time: 0.0171 memory: 18413 grad_norm: 3.9296 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8575 loss: 1.8575 2022/08/10 19:05:28 - mmengine - INFO - Epoch(train) [8][1220/1879] lr: 2.0000e-02 eta: 19:59:29 time: 0.8691 data_time: 0.0255 memory: 18413 grad_norm: 3.7714 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8214 loss: 1.8214 2022/08/10 19:05:45 - mmengine - INFO - Epoch(train) [8][1240/1879] lr: 2.0000e-02 eta: 19:59:06 time: 0.8541 data_time: 0.0184 memory: 18413 grad_norm: 3.8364 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8229 loss: 1.8229 2022/08/10 19:06:02 - mmengine - INFO - Epoch(train) [8][1260/1879] lr: 2.0000e-02 eta: 19:58:41 time: 0.8434 data_time: 0.0154 memory: 18413 grad_norm: 3.8364 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.8649 loss: 1.8649 2022/08/10 19:06:19 - mmengine - INFO - Epoch(train) [8][1280/1879] lr: 2.0000e-02 eta: 19:58:17 time: 0.8498 data_time: 0.0180 memory: 18413 grad_norm: 3.9142 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7836 loss: 1.7836 2022/08/10 19:06:36 - mmengine - INFO - Epoch(train) [8][1300/1879] lr: 2.0000e-02 eta: 19:57:52 time: 0.8455 data_time: 0.0183 memory: 18413 grad_norm: 3.9628 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9522 loss: 1.9522 2022/08/10 19:06:53 - mmengine - INFO - Epoch(train) [8][1320/1879] lr: 2.0000e-02 eta: 19:57:28 time: 0.8491 data_time: 0.0174 memory: 18413 grad_norm: 3.9478 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7967 loss: 1.7967 2022/08/10 19:07:09 - mmengine - INFO - Epoch(train) [8][1340/1879] lr: 2.0000e-02 eta: 19:57:03 time: 0.8416 data_time: 0.0170 memory: 18413 grad_norm: 3.7990 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8557 loss: 1.8557 2022/08/10 19:07:26 - mmengine - INFO - Epoch(train) [8][1360/1879] lr: 2.0000e-02 eta: 19:56:38 time: 0.8420 data_time: 0.0176 memory: 18413 grad_norm: 3.8735 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8877 loss: 1.8877 2022/08/10 19:07:43 - mmengine - INFO - Epoch(train) [8][1380/1879] lr: 2.0000e-02 eta: 19:56:14 time: 0.8472 data_time: 0.0166 memory: 18413 grad_norm: 3.8035 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.9289 loss: 1.9289 2022/08/10 19:08:00 - mmengine - INFO - Epoch(train) [8][1400/1879] lr: 2.0000e-02 eta: 19:55:51 time: 0.8539 data_time: 0.0171 memory: 18413 grad_norm: 3.8916 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.9287 loss: 1.9287 2022/08/10 19:08:17 - mmengine - INFO - Epoch(train) [8][1420/1879] lr: 2.0000e-02 eta: 19:55:26 time: 0.8412 data_time: 0.0168 memory: 18413 grad_norm: 3.7905 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9421 loss: 1.9421 2022/08/10 19:08:34 - mmengine - INFO - Epoch(train) [8][1440/1879] lr: 2.0000e-02 eta: 19:55:01 time: 0.8448 data_time: 0.0181 memory: 18413 grad_norm: 3.8686 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.8986 loss: 1.8986 2022/08/10 19:08:51 - mmengine - INFO - Epoch(train) [8][1460/1879] lr: 2.0000e-02 eta: 19:54:37 time: 0.8446 data_time: 0.0168 memory: 18413 grad_norm: 3.8310 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.8974 loss: 1.8974 2022/08/10 19:09:08 - mmengine - INFO - Epoch(train) [8][1480/1879] lr: 2.0000e-02 eta: 19:54:12 time: 0.8394 data_time: 0.0170 memory: 18413 grad_norm: 3.7812 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.0149 loss: 2.0149 2022/08/10 19:09:25 - mmengine - INFO - Epoch(train) [8][1500/1879] lr: 2.0000e-02 eta: 19:53:47 time: 0.8415 data_time: 0.0188 memory: 18413 grad_norm: 3.8857 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.9614 loss: 1.9614 2022/08/10 19:09:41 - mmengine - INFO - Epoch(train) [8][1520/1879] lr: 2.0000e-02 eta: 19:53:22 time: 0.8385 data_time: 0.0180 memory: 18413 grad_norm: 3.8736 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.6810 loss: 1.6810 2022/08/10 19:09:58 - mmengine - INFO - Epoch(train) [8][1540/1879] lr: 2.0000e-02 eta: 19:52:57 time: 0.8391 data_time: 0.0162 memory: 18413 grad_norm: 3.8859 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 1.7607 loss: 1.7607 2022/08/10 19:10:15 - mmengine - INFO - Epoch(train) [8][1560/1879] lr: 2.0000e-02 eta: 19:52:34 time: 0.8615 data_time: 0.0210 memory: 18413 grad_norm: 3.8666 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8112 loss: 1.8112 2022/08/10 19:10:32 - mmengine - INFO - Epoch(train) [8][1580/1879] lr: 2.0000e-02 eta: 19:52:11 time: 0.8536 data_time: 0.0191 memory: 18413 grad_norm: 3.8403 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8449 loss: 1.8449 2022/08/10 19:10:49 - mmengine - INFO - Epoch(train) [8][1600/1879] lr: 2.0000e-02 eta: 19:51:46 time: 0.8375 data_time: 0.0176 memory: 18413 grad_norm: 3.8853 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6928 loss: 1.6928 2022/08/10 19:11:06 - mmengine - INFO - Epoch(train) [8][1620/1879] lr: 2.0000e-02 eta: 19:51:21 time: 0.8382 data_time: 0.0179 memory: 18413 grad_norm: 3.8720 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9324 loss: 1.9324 2022/08/10 19:11:23 - mmengine - INFO - Epoch(train) [8][1640/1879] lr: 2.0000e-02 eta: 19:50:56 time: 0.8407 data_time: 0.0171 memory: 18413 grad_norm: 3.9377 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7187 loss: 1.7187 2022/08/10 19:11:40 - mmengine - INFO - Epoch(train) [8][1660/1879] lr: 2.0000e-02 eta: 19:50:31 time: 0.8402 data_time: 0.0176 memory: 18413 grad_norm: 3.8460 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9500 loss: 1.9500 2022/08/10 19:11:56 - mmengine - INFO - Epoch(train) [8][1680/1879] lr: 2.0000e-02 eta: 19:50:07 time: 0.8389 data_time: 0.0181 memory: 18413 grad_norm: 3.8441 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.8471 loss: 1.8471 2022/08/10 19:12:13 - mmengine - INFO - Epoch(train) [8][1700/1879] lr: 2.0000e-02 eta: 19:49:42 time: 0.8391 data_time: 0.0177 memory: 18413 grad_norm: 3.8034 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0274 loss: 2.0274 2022/08/10 19:12:30 - mmengine - INFO - Epoch(train) [8][1720/1879] lr: 2.0000e-02 eta: 19:49:17 time: 0.8411 data_time: 0.0169 memory: 18413 grad_norm: 3.8590 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9045 loss: 1.9045 2022/08/10 19:12:47 - mmengine - INFO - Epoch(train) [8][1740/1879] lr: 2.0000e-02 eta: 19:48:53 time: 0.8423 data_time: 0.0175 memory: 18413 grad_norm: 3.8931 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0192 loss: 2.0192 2022/08/10 19:13:04 - mmengine - INFO - Epoch(train) [8][1760/1879] lr: 2.0000e-02 eta: 19:48:28 time: 0.8384 data_time: 0.0168 memory: 18413 grad_norm: 3.7662 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6754 loss: 1.6754 2022/08/10 19:13:20 - mmengine - INFO - Epoch(train) [8][1780/1879] lr: 2.0000e-02 eta: 19:48:03 time: 0.8393 data_time: 0.0172 memory: 18413 grad_norm: 3.8197 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.8585 loss: 1.8585 2022/08/10 19:13:37 - mmengine - INFO - Epoch(train) [8][1800/1879] lr: 2.0000e-02 eta: 19:47:38 time: 0.8383 data_time: 0.0173 memory: 18413 grad_norm: 3.7829 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.7752 loss: 1.7752 2022/08/10 19:13:54 - mmengine - INFO - Epoch(train) [8][1820/1879] lr: 2.0000e-02 eta: 19:47:15 time: 0.8505 data_time: 0.0172 memory: 18413 grad_norm: 3.9451 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8022 loss: 1.8022 2022/08/10 19:14:11 - mmengine - INFO - Epoch(train) [8][1840/1879] lr: 2.0000e-02 eta: 19:46:51 time: 0.8466 data_time: 0.0169 memory: 18413 grad_norm: 3.8641 top1_acc: 0.1875 top5_acc: 0.6250 loss_cls: 2.0342 loss: 2.0342 2022/08/10 19:14:17 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 19:14:28 - mmengine - INFO - Epoch(train) [8][1860/1879] lr: 2.0000e-02 eta: 19:46:27 time: 0.8456 data_time: 0.0167 memory: 18413 grad_norm: 3.8829 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9195 loss: 1.9195 2022/08/10 19:14:44 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 19:14:44 - mmengine - INFO - Epoch(train) [8][1879/1879] lr: 2.0000e-02 eta: 19:46:27 time: 0.8294 data_time: 0.0147 memory: 18413 grad_norm: 3.9285 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 1.9159 loss: 1.9159 2022/08/10 19:14:57 - mmengine - INFO - Epoch(val) [8][20/155] eta: 0:01:32 time: 0.6832 data_time: 0.4439 memory: 2590 2022/08/10 19:15:11 - mmengine - INFO - Epoch(val) [8][40/155] eta: 0:01:19 time: 0.6900 data_time: 0.4530 memory: 2590 2022/08/10 19:15:23 - mmengine - INFO - Epoch(val) [8][60/155] eta: 0:00:54 time: 0.5751 data_time: 0.3365 memory: 2590 2022/08/10 19:15:32 - mmengine - INFO - Epoch(val) [8][80/155] eta: 0:00:33 time: 0.4520 data_time: 0.2161 memory: 2590 2022/08/10 19:15:43 - mmengine - INFO - Epoch(val) [8][100/155] eta: 0:00:29 time: 0.5398 data_time: 0.3045 memory: 2590 2022/08/10 19:15:55 - mmengine - INFO - Epoch(val) [8][120/155] eta: 0:00:20 time: 0.5950 data_time: 0.3591 memory: 2590 2022/08/10 19:16:05 - mmengine - INFO - Epoch(val) [8][140/155] eta: 0:00:08 time: 0.5355 data_time: 0.2996 memory: 2590 2022/08/10 19:16:22 - mmengine - INFO - Epoch(val) [8][155/155] acc/top1: 0.5715 acc/top5: 0.8194 acc/mean1: 0.5713 2022/08/10 19:16:22 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_8.pth is removed 2022/08/10 19:16:24 - mmengine - INFO - The best checkpoint with 0.5715 acc/top1 at 9 epoch is saved to best_acc/top1_epoch_9.pth. 2022/08/10 19:16:44 - mmengine - INFO - Epoch(train) [9][20/1879] lr: 2.0000e-02 eta: 19:44:35 time: 1.0282 data_time: 0.1934 memory: 18413 grad_norm: 3.9349 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8380 loss: 1.8380 2022/08/10 19:17:01 - mmengine - INFO - Epoch(train) [9][40/1879] lr: 2.0000e-02 eta: 19:44:12 time: 0.8446 data_time: 0.0172 memory: 18413 grad_norm: 3.8870 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.8647 loss: 1.8647 2022/08/10 19:17:18 - mmengine - INFO - Epoch(train) [9][60/1879] lr: 2.0000e-02 eta: 19:43:47 time: 0.8368 data_time: 0.0167 memory: 18413 grad_norm: 3.8681 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.8569 loss: 1.8569 2022/08/10 19:17:35 - mmengine - INFO - Epoch(train) [9][80/1879] lr: 2.0000e-02 eta: 19:43:22 time: 0.8393 data_time: 0.0159 memory: 18413 grad_norm: 3.7788 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.7442 loss: 1.7442 2022/08/10 19:17:52 - mmengine - INFO - Epoch(train) [9][100/1879] lr: 2.0000e-02 eta: 19:43:00 time: 0.8566 data_time: 0.0294 memory: 18413 grad_norm: 3.9891 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.8300 loss: 1.8300 2022/08/10 19:18:09 - mmengine - INFO - Epoch(train) [9][120/1879] lr: 2.0000e-02 eta: 19:42:36 time: 0.8442 data_time: 0.0166 memory: 18413 grad_norm: 3.9215 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8410 loss: 1.8410 2022/08/10 19:18:26 - mmengine - INFO - Epoch(train) [9][140/1879] lr: 2.0000e-02 eta: 19:42:12 time: 0.8413 data_time: 0.0178 memory: 18413 grad_norm: 3.9459 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6810 loss: 1.6810 2022/08/10 19:18:43 - mmengine - INFO - Epoch(train) [9][160/1879] lr: 2.0000e-02 eta: 19:41:48 time: 0.8412 data_time: 0.0177 memory: 18413 grad_norm: 3.8531 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 1.8619 loss: 1.8619 2022/08/10 19:18:59 - mmengine - INFO - Epoch(train) [9][180/1879] lr: 2.0000e-02 eta: 19:41:24 time: 0.8427 data_time: 0.0175 memory: 18413 grad_norm: 3.8561 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8635 loss: 1.8635 2022/08/10 19:19:16 - mmengine - INFO - Epoch(train) [9][200/1879] lr: 2.0000e-02 eta: 19:41:00 time: 0.8419 data_time: 0.0181 memory: 18413 grad_norm: 3.8665 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7717 loss: 1.7717 2022/08/10 19:19:33 - mmengine - INFO - Epoch(train) [9][220/1879] lr: 2.0000e-02 eta: 19:40:36 time: 0.8484 data_time: 0.0239 memory: 18413 grad_norm: 3.8776 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 1.6040 loss: 1.6040 2022/08/10 19:19:50 - mmengine - INFO - Epoch(train) [9][240/1879] lr: 2.0000e-02 eta: 19:40:13 time: 0.8466 data_time: 0.0160 memory: 18413 grad_norm: 3.7760 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6125 loss: 1.6125 2022/08/10 19:20:07 - mmengine - INFO - Epoch(train) [9][260/1879] lr: 2.0000e-02 eta: 19:39:50 time: 0.8511 data_time: 0.0243 memory: 18413 grad_norm: 3.9181 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8146 loss: 1.8146 2022/08/10 19:20:25 - mmengine - INFO - Epoch(train) [9][280/1879] lr: 2.0000e-02 eta: 19:39:30 time: 0.8817 data_time: 0.0331 memory: 18413 grad_norm: 3.7846 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.7099 loss: 1.7099 2022/08/10 19:20:42 - mmengine - INFO - Epoch(train) [9][300/1879] lr: 2.0000e-02 eta: 19:39:07 time: 0.8504 data_time: 0.0175 memory: 18413 grad_norm: 3.9115 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7868 loss: 1.7868 2022/08/10 19:20:59 - mmengine - INFO - Epoch(train) [9][320/1879] lr: 2.0000e-02 eta: 19:38:43 time: 0.8469 data_time: 0.0162 memory: 18413 grad_norm: 3.9482 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9141 loss: 1.9141 2022/08/10 19:21:16 - mmengine - INFO - Epoch(train) [9][340/1879] lr: 2.0000e-02 eta: 19:38:20 time: 0.8521 data_time: 0.0173 memory: 18413 grad_norm: 3.7957 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.6982 loss: 1.6982 2022/08/10 19:21:33 - mmengine - INFO - Epoch(train) [9][360/1879] lr: 2.0000e-02 eta: 19:37:58 time: 0.8591 data_time: 0.0242 memory: 18413 grad_norm: 3.7535 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8510 loss: 1.8510 2022/08/10 19:21:50 - mmengine - INFO - Epoch(train) [9][380/1879] lr: 2.0000e-02 eta: 19:37:35 time: 0.8450 data_time: 0.0161 memory: 18413 grad_norm: 3.9419 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.0356 loss: 2.0356 2022/08/10 19:22:07 - mmengine - INFO - Epoch(train) [9][400/1879] lr: 2.0000e-02 eta: 19:37:12 time: 0.8512 data_time: 0.0182 memory: 18413 grad_norm: 3.9406 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.7986 loss: 1.7986 2022/08/10 19:22:24 - mmengine - INFO - Epoch(train) [9][420/1879] lr: 2.0000e-02 eta: 19:36:49 time: 0.8499 data_time: 0.0170 memory: 18413 grad_norm: 3.8374 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8565 loss: 1.8565 2022/08/10 19:22:41 - mmengine - INFO - Epoch(train) [9][440/1879] lr: 2.0000e-02 eta: 19:36:25 time: 0.8414 data_time: 0.0162 memory: 18413 grad_norm: 3.9648 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0174 loss: 2.0174 2022/08/10 19:22:58 - mmengine - INFO - Epoch(train) [9][460/1879] lr: 2.0000e-02 eta: 19:36:01 time: 0.8445 data_time: 0.0165 memory: 18413 grad_norm: 3.7463 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8287 loss: 1.8287 2022/08/10 19:23:15 - mmengine - INFO - Epoch(train) [9][480/1879] lr: 2.0000e-02 eta: 19:35:38 time: 0.8498 data_time: 0.0174 memory: 18413 grad_norm: 3.7232 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 1.6646 loss: 1.6646 2022/08/10 19:23:32 - mmengine - INFO - Epoch(train) [9][500/1879] lr: 2.0000e-02 eta: 19:35:15 time: 0.8454 data_time: 0.0177 memory: 18413 grad_norm: 3.8546 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.6760 loss: 1.6760 2022/08/10 19:23:48 - mmengine - INFO - Epoch(train) [9][520/1879] lr: 2.0000e-02 eta: 19:34:51 time: 0.8451 data_time: 0.0175 memory: 18413 grad_norm: 3.9600 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8328 loss: 1.8328 2022/08/10 19:24:05 - mmengine - INFO - Epoch(train) [9][540/1879] lr: 2.0000e-02 eta: 19:34:28 time: 0.8488 data_time: 0.0174 memory: 18413 grad_norm: 3.8080 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6850 loss: 1.6850 2022/08/10 19:24:22 - mmengine - INFO - Epoch(train) [9][560/1879] lr: 2.0000e-02 eta: 19:34:05 time: 0.8450 data_time: 0.0180 memory: 18413 grad_norm: 3.8056 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.6645 loss: 1.6645 2022/08/10 19:24:39 - mmengine - INFO - Epoch(train) [9][580/1879] lr: 2.0000e-02 eta: 19:33:42 time: 0.8446 data_time: 0.0169 memory: 18413 grad_norm: 3.7934 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.9061 loss: 1.9061 2022/08/10 19:24:56 - mmengine - INFO - Epoch(train) [9][600/1879] lr: 2.0000e-02 eta: 19:33:18 time: 0.8439 data_time: 0.0166 memory: 18413 grad_norm: 3.8516 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7751 loss: 1.7751 2022/08/10 19:25:13 - mmengine - INFO - Epoch(train) [9][620/1879] lr: 2.0000e-02 eta: 19:32:55 time: 0.8441 data_time: 0.0182 memory: 18413 grad_norm: 3.9402 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.8195 loss: 1.8195 2022/08/10 19:25:30 - mmengine - INFO - Epoch(train) [9][640/1879] lr: 2.0000e-02 eta: 19:32:31 time: 0.8416 data_time: 0.0203 memory: 18413 grad_norm: 3.8738 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.6804 loss: 1.6804 2022/08/10 19:25:47 - mmengine - INFO - Epoch(train) [9][660/1879] lr: 2.0000e-02 eta: 19:32:07 time: 0.8417 data_time: 0.0167 memory: 18413 grad_norm: 3.9177 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9042 loss: 1.9042 2022/08/10 19:26:03 - mmengine - INFO - Epoch(train) [9][680/1879] lr: 2.0000e-02 eta: 19:31:43 time: 0.8390 data_time: 0.0177 memory: 18413 grad_norm: 3.8493 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.7917 loss: 1.7917 2022/08/10 19:26:20 - mmengine - INFO - Epoch(train) [9][700/1879] lr: 2.0000e-02 eta: 19:31:19 time: 0.8391 data_time: 0.0167 memory: 18413 grad_norm: 3.7230 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.8166 loss: 1.8166 2022/08/10 19:26:37 - mmengine - INFO - Epoch(train) [9][720/1879] lr: 2.0000e-02 eta: 19:30:55 time: 0.8368 data_time: 0.0168 memory: 18413 grad_norm: 3.8244 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.6200 loss: 1.6200 2022/08/10 19:26:54 - mmengine - INFO - Epoch(train) [9][740/1879] lr: 2.0000e-02 eta: 19:30:31 time: 0.8386 data_time: 0.0170 memory: 18413 grad_norm: 3.7026 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4932 loss: 1.4932 2022/08/10 19:27:11 - mmengine - INFO - Epoch(train) [9][760/1879] lr: 2.0000e-02 eta: 19:30:08 time: 0.8431 data_time: 0.0166 memory: 18413 grad_norm: 3.8347 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8343 loss: 1.8343 2022/08/10 19:27:28 - mmengine - INFO - Epoch(train) [9][780/1879] lr: 2.0000e-02 eta: 19:29:47 time: 0.8654 data_time: 0.0275 memory: 18413 grad_norm: 3.7518 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.0308 loss: 2.0308 2022/08/10 19:27:45 - mmengine - INFO - Epoch(train) [9][800/1879] lr: 2.0000e-02 eta: 19:29:23 time: 0.8398 data_time: 0.0177 memory: 18413 grad_norm: 3.7928 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5961 loss: 1.5961 2022/08/10 19:28:02 - mmengine - INFO - Epoch(train) [9][820/1879] lr: 2.0000e-02 eta: 19:29:02 time: 0.8703 data_time: 0.0175 memory: 18413 grad_norm: 3.8359 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7229 loss: 1.7229 2022/08/10 19:28:19 - mmengine - INFO - Epoch(train) [9][840/1879] lr: 2.0000e-02 eta: 19:28:39 time: 0.8393 data_time: 0.0175 memory: 18413 grad_norm: 3.9035 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.7807 loss: 1.7807 2022/08/10 19:28:36 - mmengine - INFO - Epoch(train) [9][860/1879] lr: 2.0000e-02 eta: 19:28:15 time: 0.8394 data_time: 0.0178 memory: 18413 grad_norm: 3.8061 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6370 loss: 1.6370 2022/08/10 19:28:53 - mmengine - INFO - Epoch(train) [9][880/1879] lr: 2.0000e-02 eta: 19:27:51 time: 0.8425 data_time: 0.0168 memory: 18413 grad_norm: 3.8197 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8078 loss: 1.8078 2022/08/10 19:29:09 - mmengine - INFO - Epoch(train) [9][900/1879] lr: 2.0000e-02 eta: 19:27:28 time: 0.8412 data_time: 0.0170 memory: 18413 grad_norm: 3.8315 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.8961 loss: 1.8961 2022/08/10 19:29:26 - mmengine - INFO - Epoch(train) [9][920/1879] lr: 2.0000e-02 eta: 19:27:05 time: 0.8466 data_time: 0.0182 memory: 18413 grad_norm: 3.7250 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.7150 loss: 1.7150 2022/08/10 19:29:43 - mmengine - INFO - Epoch(train) [9][940/1879] lr: 2.0000e-02 eta: 19:26:41 time: 0.8390 data_time: 0.0182 memory: 18413 grad_norm: 3.9515 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7292 loss: 1.7292 2022/08/10 19:30:00 - mmengine - INFO - Epoch(train) [9][960/1879] lr: 2.0000e-02 eta: 19:26:18 time: 0.8419 data_time: 0.0178 memory: 18413 grad_norm: 3.7833 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.7337 loss: 1.7337 2022/08/10 19:30:07 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 19:30:17 - mmengine - INFO - Epoch(train) [9][980/1879] lr: 2.0000e-02 eta: 19:25:55 time: 0.8494 data_time: 0.0207 memory: 18413 grad_norm: 3.8100 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.7392 loss: 1.7392 2022/08/10 19:30:34 - mmengine - INFO - Epoch(train) [9][1000/1879] lr: 2.0000e-02 eta: 19:25:34 time: 0.8662 data_time: 0.0306 memory: 18413 grad_norm: 3.8822 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.9798 loss: 1.9798 2022/08/10 19:30:51 - mmengine - INFO - Epoch(train) [9][1020/1879] lr: 2.0000e-02 eta: 19:25:11 time: 0.8434 data_time: 0.0164 memory: 18413 grad_norm: 3.8437 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7447 loss: 1.7447 2022/08/10 19:31:08 - mmengine - INFO - Epoch(train) [9][1040/1879] lr: 2.0000e-02 eta: 19:24:48 time: 0.8452 data_time: 0.0167 memory: 18413 grad_norm: 3.8646 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6490 loss: 1.6490 2022/08/10 19:31:25 - mmengine - INFO - Epoch(train) [9][1060/1879] lr: 2.0000e-02 eta: 19:24:26 time: 0.8512 data_time: 0.0158 memory: 18413 grad_norm: 3.8614 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.8741 loss: 1.8741 2022/08/10 19:31:42 - mmengine - INFO - Epoch(train) [9][1080/1879] lr: 2.0000e-02 eta: 19:24:02 time: 0.8427 data_time: 0.0179 memory: 18413 grad_norm: 3.7933 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8073 loss: 1.8073 2022/08/10 19:31:59 - mmengine - INFO - Epoch(train) [9][1100/1879] lr: 2.0000e-02 eta: 19:23:39 time: 0.8376 data_time: 0.0182 memory: 18413 grad_norm: 3.8706 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.7899 loss: 1.7899 2022/08/10 19:32:16 - mmengine - INFO - Epoch(train) [9][1120/1879] lr: 2.0000e-02 eta: 19:23:16 time: 0.8462 data_time: 0.0180 memory: 18413 grad_norm: 3.7698 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.6355 loss: 1.6355 2022/08/10 19:32:32 - mmengine - INFO - Epoch(train) [9][1140/1879] lr: 2.0000e-02 eta: 19:22:53 time: 0.8450 data_time: 0.0187 memory: 18413 grad_norm: 3.9480 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5185 loss: 1.5185 2022/08/10 19:32:49 - mmengine - INFO - Epoch(train) [9][1160/1879] lr: 2.0000e-02 eta: 19:22:29 time: 0.8366 data_time: 0.0178 memory: 18413 grad_norm: 3.8249 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8558 loss: 1.8558 2022/08/10 19:33:06 - mmengine - INFO - Epoch(train) [9][1180/1879] lr: 2.0000e-02 eta: 19:22:05 time: 0.8374 data_time: 0.0180 memory: 18413 grad_norm: 3.7871 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.7450 loss: 1.7450 2022/08/10 19:33:23 - mmengine - INFO - Epoch(train) [9][1200/1879] lr: 2.0000e-02 eta: 19:21:42 time: 0.8397 data_time: 0.0179 memory: 18413 grad_norm: 3.7209 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6374 loss: 1.6374 2022/08/10 19:33:40 - mmengine - INFO - Epoch(train) [9][1220/1879] lr: 2.0000e-02 eta: 19:21:19 time: 0.8433 data_time: 0.0173 memory: 18413 grad_norm: 3.8683 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.8443 loss: 1.8443 2022/08/10 19:33:57 - mmengine - INFO - Epoch(train) [9][1240/1879] lr: 2.0000e-02 eta: 19:20:56 time: 0.8445 data_time: 0.0155 memory: 18413 grad_norm: 3.8959 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.8719 loss: 1.8719 2022/08/10 19:34:13 - mmengine - INFO - Epoch(train) [9][1260/1879] lr: 2.0000e-02 eta: 19:20:33 time: 0.8467 data_time: 0.0181 memory: 18413 grad_norm: 3.7532 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.6752 loss: 1.6752 2022/08/10 19:34:30 - mmengine - INFO - Epoch(train) [9][1280/1879] lr: 2.0000e-02 eta: 19:20:10 time: 0.8440 data_time: 0.0165 memory: 18413 grad_norm: 3.9384 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.8443 loss: 1.8443 2022/08/10 19:34:47 - mmengine - INFO - Epoch(train) [9][1300/1879] lr: 2.0000e-02 eta: 19:19:48 time: 0.8460 data_time: 0.0193 memory: 18413 grad_norm: 3.8325 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7911 loss: 1.7911 2022/08/10 19:35:04 - mmengine - INFO - Epoch(train) [9][1320/1879] lr: 2.0000e-02 eta: 19:19:25 time: 0.8458 data_time: 0.0144 memory: 18413 grad_norm: 3.7509 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 1.8906 loss: 1.8906 2022/08/10 19:35:22 - mmengine - INFO - Epoch(train) [9][1340/1879] lr: 2.0000e-02 eta: 19:19:04 time: 0.8682 data_time: 0.0455 memory: 18413 grad_norm: 3.8709 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9697 loss: 1.9697 2022/08/10 19:35:38 - mmengine - INFO - Epoch(train) [9][1360/1879] lr: 2.0000e-02 eta: 19:18:41 time: 0.8414 data_time: 0.0171 memory: 18413 grad_norm: 3.8420 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.7909 loss: 1.7909 2022/08/10 19:35:55 - mmengine - INFO - Epoch(train) [9][1380/1879] lr: 2.0000e-02 eta: 19:18:18 time: 0.8423 data_time: 0.0182 memory: 18413 grad_norm: 3.8441 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.7292 loss: 1.7292 2022/08/10 19:36:12 - mmengine - INFO - Epoch(train) [9][1400/1879] lr: 2.0000e-02 eta: 19:17:55 time: 0.8391 data_time: 0.0165 memory: 18413 grad_norm: 3.7263 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.6353 loss: 1.6353 2022/08/10 19:36:29 - mmengine - INFO - Epoch(train) [9][1420/1879] lr: 2.0000e-02 eta: 19:17:32 time: 0.8432 data_time: 0.0192 memory: 18413 grad_norm: 3.8328 top1_acc: 0.3125 top5_acc: 0.8125 loss_cls: 1.7551 loss: 1.7551 2022/08/10 19:36:46 - mmengine - INFO - Epoch(train) [9][1440/1879] lr: 2.0000e-02 eta: 19:17:09 time: 0.8455 data_time: 0.0171 memory: 18413 grad_norm: 3.8403 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.7467 loss: 1.7467 2022/08/10 19:37:03 - mmengine - INFO - Epoch(train) [9][1460/1879] lr: 2.0000e-02 eta: 19:16:46 time: 0.8446 data_time: 0.0175 memory: 18413 grad_norm: 3.8730 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.7990 loss: 1.7990 2022/08/10 19:37:19 - mmengine - INFO - Epoch(train) [9][1480/1879] lr: 2.0000e-02 eta: 19:16:23 time: 0.8407 data_time: 0.0171 memory: 18413 grad_norm: 3.7289 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.7469 loss: 1.7469 2022/08/10 19:37:36 - mmengine - INFO - Epoch(train) [9][1500/1879] lr: 2.0000e-02 eta: 19:16:01 time: 0.8484 data_time: 0.0174 memory: 18413 grad_norm: 3.7559 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.8213 loss: 1.8213 2022/08/10 19:37:54 - mmengine - INFO - Epoch(train) [9][1520/1879] lr: 2.0000e-02 eta: 19:15:40 time: 0.8599 data_time: 0.0295 memory: 18413 grad_norm: 3.8656 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9361 loss: 1.9361 2022/08/10 19:38:10 - mmengine - INFO - Epoch(train) [9][1540/1879] lr: 2.0000e-02 eta: 19:15:16 time: 0.8387 data_time: 0.0167 memory: 18413 grad_norm: 3.7732 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.7012 loss: 1.7012 2022/08/10 19:38:27 - mmengine - INFO - Epoch(train) [9][1560/1879] lr: 2.0000e-02 eta: 19:14:53 time: 0.8418 data_time: 0.0170 memory: 18413 grad_norm: 3.8436 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8299 loss: 1.8299 2022/08/10 19:38:44 - mmengine - INFO - Epoch(train) [9][1580/1879] lr: 2.0000e-02 eta: 19:14:32 time: 0.8579 data_time: 0.0286 memory: 18413 grad_norm: 3.7550 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.7462 loss: 1.7462 2022/08/10 19:39:01 - mmengine - INFO - Epoch(train) [9][1600/1879] lr: 2.0000e-02 eta: 19:14:09 time: 0.8431 data_time: 0.0175 memory: 18413 grad_norm: 3.7677 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9346 loss: 1.9346 2022/08/10 19:39:18 - mmengine - INFO - Epoch(train) [9][1620/1879] lr: 2.0000e-02 eta: 19:13:46 time: 0.8400 data_time: 0.0191 memory: 18413 grad_norm: 3.7897 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.9151 loss: 1.9151 2022/08/10 19:39:35 - mmengine - INFO - Epoch(train) [9][1640/1879] lr: 2.0000e-02 eta: 19:13:23 time: 0.8400 data_time: 0.0169 memory: 18413 grad_norm: 3.8309 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.7412 loss: 1.7412 2022/08/10 19:39:52 - mmengine - INFO - Epoch(train) [9][1660/1879] lr: 2.0000e-02 eta: 19:13:01 time: 0.8477 data_time: 0.0183 memory: 18413 grad_norm: 3.7775 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9326 loss: 1.9326 2022/08/10 19:40:09 - mmengine - INFO - Epoch(train) [9][1680/1879] lr: 2.0000e-02 eta: 19:12:38 time: 0.8479 data_time: 0.0165 memory: 18413 grad_norm: 3.7742 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.7783 loss: 1.7783 2022/08/10 19:40:26 - mmengine - INFO - Epoch(train) [9][1700/1879] lr: 2.0000e-02 eta: 19:12:16 time: 0.8455 data_time: 0.0199 memory: 18413 grad_norm: 3.8276 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.7892 loss: 1.7892 2022/08/10 19:40:43 - mmengine - INFO - Epoch(train) [9][1720/1879] lr: 2.0000e-02 eta: 19:11:53 time: 0.8432 data_time: 0.0161 memory: 18413 grad_norm: 3.7792 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.7376 loss: 1.7376 2022/08/10 19:40:59 - mmengine - INFO - Epoch(train) [9][1740/1879] lr: 2.0000e-02 eta: 19:11:30 time: 0.8380 data_time: 0.0172 memory: 18413 grad_norm: 3.9011 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8549 loss: 1.8549 2022/08/10 19:41:16 - mmengine - INFO - Epoch(train) [9][1760/1879] lr: 2.0000e-02 eta: 19:11:07 time: 0.8417 data_time: 0.0163 memory: 18413 grad_norm: 3.9166 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.8879 loss: 1.8879 2022/08/10 19:41:33 - mmengine - INFO - Epoch(train) [9][1780/1879] lr: 2.0000e-02 eta: 19:10:45 time: 0.8439 data_time: 0.0177 memory: 18413 grad_norm: 3.8371 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7526 loss: 1.7526 2022/08/10 19:41:50 - mmengine - INFO - Epoch(train) [9][1800/1879] lr: 2.0000e-02 eta: 19:10:22 time: 0.8433 data_time: 0.0170 memory: 18413 grad_norm: 3.8482 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7777 loss: 1.7777 2022/08/10 19:42:07 - mmengine - INFO - Epoch(train) [9][1820/1879] lr: 2.0000e-02 eta: 19:09:59 time: 0.8451 data_time: 0.0170 memory: 18413 grad_norm: 3.7661 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6669 loss: 1.6669 2022/08/10 19:42:24 - mmengine - INFO - Epoch(train) [9][1840/1879] lr: 2.0000e-02 eta: 19:09:37 time: 0.8491 data_time: 0.0166 memory: 18413 grad_norm: 3.7736 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.7629 loss: 1.7629 2022/08/10 19:42:41 - mmengine - INFO - Epoch(train) [9][1860/1879] lr: 2.0000e-02 eta: 19:09:15 time: 0.8500 data_time: 0.0165 memory: 18413 grad_norm: 3.7661 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8090 loss: 1.8090 2022/08/10 19:42:56 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 19:42:56 - mmengine - INFO - Epoch(train) [9][1879/1879] lr: 2.0000e-02 eta: 19:09:15 time: 0.8154 data_time: 0.0148 memory: 18413 grad_norm: 4.0224 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 1.7867 loss: 1.7867 2022/08/10 19:42:56 - mmengine - INFO - Saving checkpoint at 9 epochs 2022/08/10 19:43:11 - mmengine - INFO - Epoch(val) [9][20/155] eta: 0:01:27 time: 0.6495 data_time: 0.4114 memory: 2590 2022/08/10 19:43:20 - mmengine - INFO - Epoch(val) [9][40/155] eta: 0:00:46 time: 0.4027 data_time: 0.1643 memory: 2590 2022/08/10 19:43:29 - mmengine - INFO - Epoch(val) [9][60/155] eta: 0:00:43 time: 0.4591 data_time: 0.2229 memory: 2590 2022/08/10 19:43:36 - mmengine - INFO - Epoch(val) [9][80/155] eta: 0:00:25 time: 0.3439 data_time: 0.1089 memory: 2590 2022/08/10 19:43:44 - mmengine - INFO - Epoch(val) [9][100/155] eta: 0:00:22 time: 0.4177 data_time: 0.1837 memory: 2590 2022/08/10 19:43:52 - mmengine - INFO - Epoch(val) [9][120/155] eta: 0:00:14 time: 0.4127 data_time: 0.1780 memory: 2590 2022/08/10 19:44:01 - mmengine - INFO - Epoch(val) [9][140/155] eta: 0:00:06 time: 0.4387 data_time: 0.2058 memory: 2590 2022/08/10 19:44:54 - mmengine - INFO - Epoch(val) [9][155/155] acc/top1: 0.5706 acc/top5: 0.8123 acc/mean1: 0.5704 2022/08/10 19:45:23 - mmengine - INFO - Epoch(train) [10][20/1879] lr: 2.0000e-02 eta: 19:08:13 time: 1.4470 data_time: 0.2779 memory: 18413 grad_norm: 3.8053 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.6837 loss: 1.6837 2022/08/10 19:45:40 - mmengine - INFO - Epoch(train) [10][40/1879] lr: 2.0000e-02 eta: 19:07:51 time: 0.8488 data_time: 0.0163 memory: 18413 grad_norm: 3.6804 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8475 loss: 1.8475 2022/08/10 19:45:57 - mmengine - INFO - Epoch(train) [10][60/1879] lr: 2.0000e-02 eta: 19:07:29 time: 0.8468 data_time: 0.0205 memory: 18413 grad_norm: 3.8479 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6368 loss: 1.6368 2022/08/10 19:46:14 - mmengine - INFO - Epoch(train) [10][80/1879] lr: 2.0000e-02 eta: 19:07:07 time: 0.8463 data_time: 0.0154 memory: 18413 grad_norm: 3.7856 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.7836 loss: 1.7836 2022/08/10 19:46:21 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 19:46:31 - mmengine - INFO - Epoch(train) [10][100/1879] lr: 2.0000e-02 eta: 19:06:44 time: 0.8437 data_time: 0.0195 memory: 18413 grad_norm: 3.7500 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.5704 loss: 1.5704 2022/08/10 19:46:48 - mmengine - INFO - Epoch(train) [10][120/1879] lr: 2.0000e-02 eta: 19:06:23 time: 0.8513 data_time: 0.0143 memory: 18413 grad_norm: 3.7907 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7677 loss: 1.7677 2022/08/10 19:47:05 - mmengine - INFO - Epoch(train) [10][140/1879] lr: 2.0000e-02 eta: 19:06:01 time: 0.8546 data_time: 0.0187 memory: 18413 grad_norm: 3.8956 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.8191 loss: 1.8191 2022/08/10 19:47:22 - mmengine - INFO - Epoch(train) [10][160/1879] lr: 2.0000e-02 eta: 19:05:39 time: 0.8518 data_time: 0.0171 memory: 18413 grad_norm: 3.8908 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8530 loss: 1.8530 2022/08/10 19:47:39 - mmengine - INFO - Epoch(train) [10][180/1879] lr: 2.0000e-02 eta: 19:05:18 time: 0.8573 data_time: 0.0170 memory: 18413 grad_norm: 3.8177 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6830 loss: 1.6830 2022/08/10 19:47:56 - mmengine - INFO - Epoch(train) [10][200/1879] lr: 2.0000e-02 eta: 19:04:59 time: 0.8735 data_time: 0.0303 memory: 18413 grad_norm: 3.6792 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7624 loss: 1.7624 2022/08/10 19:48:14 - mmengine - INFO - Epoch(train) [10][220/1879] lr: 2.0000e-02 eta: 19:04:38 time: 0.8619 data_time: 0.0237 memory: 18413 grad_norm: 3.7035 top1_acc: 0.3125 top5_acc: 0.8750 loss_cls: 1.7609 loss: 1.7609 2022/08/10 19:48:31 - mmengine - INFO - Epoch(train) [10][240/1879] lr: 2.0000e-02 eta: 19:04:17 time: 0.8579 data_time: 0.0173 memory: 18413 grad_norm: 3.8874 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.6862 loss: 1.6862 2022/08/10 19:48:48 - mmengine - INFO - Epoch(train) [10][260/1879] lr: 2.0000e-02 eta: 19:03:55 time: 0.8499 data_time: 0.0179 memory: 18413 grad_norm: 3.9004 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.8423 loss: 1.8423 2022/08/10 19:49:05 - mmengine - INFO - Epoch(train) [10][280/1879] lr: 2.0000e-02 eta: 19:03:33 time: 0.8542 data_time: 0.0175 memory: 18413 grad_norm: 3.8497 top1_acc: 0.4375 top5_acc: 0.9375 loss_cls: 1.6697 loss: 1.6697 2022/08/10 19:49:22 - mmengine - INFO - Epoch(train) [10][300/1879] lr: 2.0000e-02 eta: 19:03:11 time: 0.8464 data_time: 0.0165 memory: 18413 grad_norm: 3.8286 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.6959 loss: 1.6959 2022/08/10 19:49:39 - mmengine - INFO - Epoch(train) [10][320/1879] lr: 2.0000e-02 eta: 19:02:50 time: 0.8532 data_time: 0.0182 memory: 18413 grad_norm: 3.8314 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.4926 loss: 1.4926 2022/08/10 19:49:56 - mmengine - INFO - Epoch(train) [10][340/1879] lr: 2.0000e-02 eta: 19:02:29 time: 0.8590 data_time: 0.0194 memory: 18413 grad_norm: 3.9210 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.8119 loss: 1.8119 2022/08/10 19:50:13 - mmengine - INFO - Epoch(train) [10][360/1879] lr: 2.0000e-02 eta: 19:02:08 time: 0.8569 data_time: 0.0191 memory: 18413 grad_norm: 3.8147 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6147 loss: 1.6147 2022/08/10 19:50:30 - mmengine - INFO - Epoch(train) [10][380/1879] lr: 2.0000e-02 eta: 19:01:46 time: 0.8500 data_time: 0.0181 memory: 18413 grad_norm: 3.7496 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8110 loss: 1.8110 2022/08/10 19:50:47 - mmengine - INFO - Epoch(train) [10][400/1879] lr: 2.0000e-02 eta: 19:01:24 time: 0.8511 data_time: 0.0152 memory: 18413 grad_norm: 3.8050 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.7023 loss: 1.7023 2022/08/10 19:51:04 - mmengine - INFO - Epoch(train) [10][420/1879] lr: 2.0000e-02 eta: 19:01:04 time: 0.8619 data_time: 0.0174 memory: 18413 grad_norm: 3.8212 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7356 loss: 1.7356 2022/08/10 19:51:22 - mmengine - INFO - Epoch(train) [10][440/1879] lr: 2.0000e-02 eta: 19:00:42 time: 0.8553 data_time: 0.0159 memory: 18413 grad_norm: 3.8219 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8626 loss: 1.8626 2022/08/10 19:51:39 - mmengine - INFO - Epoch(train) [10][460/1879] lr: 2.0000e-02 eta: 19:00:21 time: 0.8540 data_time: 0.0191 memory: 18413 grad_norm: 3.8308 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8365 loss: 1.8365 2022/08/10 19:52:00 - mmengine - INFO - Epoch(train) [10][480/1879] lr: 2.0000e-02 eta: 19:00:18 time: 1.0636 data_time: 0.0140 memory: 18413 grad_norm: 3.7540 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8051 loss: 1.8051 2022/08/10 19:52:17 - mmengine - INFO - Epoch(train) [10][500/1879] lr: 2.0000e-02 eta: 18:59:57 time: 0.8546 data_time: 0.0185 memory: 18413 grad_norm: 3.8079 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.7504 loss: 1.7504 2022/08/10 19:52:36 - mmengine - INFO - Epoch(train) [10][520/1879] lr: 2.0000e-02 eta: 18:59:44 time: 0.9534 data_time: 0.0164 memory: 18413 grad_norm: 3.8521 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.6765 loss: 1.6765 2022/08/10 19:52:53 - mmengine - INFO - Epoch(train) [10][540/1879] lr: 2.0000e-02 eta: 18:59:22 time: 0.8465 data_time: 0.0167 memory: 18413 grad_norm: 3.7777 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8176 loss: 1.8176 2022/08/10 19:53:10 - mmengine - INFO - Epoch(train) [10][560/1879] lr: 2.0000e-02 eta: 18:59:00 time: 0.8424 data_time: 0.0167 memory: 18413 grad_norm: 3.8456 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6446 loss: 1.6446 2022/08/10 19:53:27 - mmengine - INFO - Epoch(train) [10][580/1879] lr: 2.0000e-02 eta: 18:58:39 time: 0.8564 data_time: 0.0183 memory: 18413 grad_norm: 3.7925 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.5862 loss: 1.5862 2022/08/10 19:53:44 - mmengine - INFO - Epoch(train) [10][600/1879] lr: 2.0000e-02 eta: 18:58:17 time: 0.8470 data_time: 0.0152 memory: 18413 grad_norm: 3.7977 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 1.4758 loss: 1.4758 2022/08/10 19:54:01 - mmengine - INFO - Epoch(train) [10][620/1879] lr: 2.0000e-02 eta: 18:57:56 time: 0.8595 data_time: 0.0245 memory: 18413 grad_norm: 3.8611 top1_acc: 0.3125 top5_acc: 0.8125 loss_cls: 1.6659 loss: 1.6659 2022/08/10 19:54:18 - mmengine - INFO - Epoch(train) [10][640/1879] lr: 2.0000e-02 eta: 18:57:34 time: 0.8435 data_time: 0.0154 memory: 18413 grad_norm: 3.8767 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.7255 loss: 1.7255 2022/08/10 19:54:35 - mmengine - INFO - Epoch(train) [10][660/1879] lr: 2.0000e-02 eta: 18:57:13 time: 0.8585 data_time: 0.0180 memory: 18413 grad_norm: 3.7531 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5594 loss: 1.5594 2022/08/10 19:54:52 - mmengine - INFO - Epoch(train) [10][680/1879] lr: 2.0000e-02 eta: 18:56:51 time: 0.8483 data_time: 0.0161 memory: 18413 grad_norm: 3.7870 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.6376 loss: 1.6376 2022/08/10 19:55:09 - mmengine - INFO - Epoch(train) [10][700/1879] lr: 2.0000e-02 eta: 18:56:29 time: 0.8470 data_time: 0.0165 memory: 18413 grad_norm: 3.7373 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.9188 loss: 1.9188 2022/08/10 19:55:32 - mmengine - INFO - Epoch(train) [10][720/1879] lr: 2.0000e-02 eta: 18:56:32 time: 1.1350 data_time: 0.0180 memory: 18413 grad_norm: 3.7405 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8210 loss: 1.8210 2022/08/10 19:55:49 - mmengine - INFO - Epoch(train) [10][740/1879] lr: 2.0000e-02 eta: 18:56:11 time: 0.8541 data_time: 0.0168 memory: 18413 grad_norm: 3.7481 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.9152 loss: 1.9152 2022/08/10 19:56:07 - mmengine - INFO - Epoch(train) [10][760/1879] lr: 2.0000e-02 eta: 18:55:54 time: 0.9011 data_time: 0.0179 memory: 18413 grad_norm: 3.9029 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6563 loss: 1.6563 2022/08/10 19:56:27 - mmengine - INFO - Epoch(train) [10][780/1879] lr: 2.0000e-02 eta: 18:55:47 time: 1.0213 data_time: 0.0168 memory: 18413 grad_norm: 3.8435 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7242 loss: 1.7242 2022/08/10 19:56:44 - mmengine - INFO - Epoch(train) [10][800/1879] lr: 2.0000e-02 eta: 18:55:26 time: 0.8593 data_time: 0.0218 memory: 18413 grad_norm: 3.7843 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.7592 loss: 1.7592 2022/08/10 19:57:06 - mmengine - INFO - Epoch(train) [10][820/1879] lr: 2.0000e-02 eta: 18:55:22 time: 1.0581 data_time: 0.0187 memory: 18413 grad_norm: 3.7304 top1_acc: 0.3125 top5_acc: 0.8750 loss_cls: 1.7726 loss: 1.7726 2022/08/10 19:57:25 - mmengine - INFO - Epoch(train) [10][840/1879] lr: 2.0000e-02 eta: 18:55:10 time: 0.9554 data_time: 0.0163 memory: 18413 grad_norm: 3.7971 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.7674 loss: 1.7674 2022/08/10 19:57:42 - mmengine - INFO - Epoch(train) [10][860/1879] lr: 2.0000e-02 eta: 18:54:48 time: 0.8515 data_time: 0.0150 memory: 18413 grad_norm: 3.7477 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8283 loss: 1.8283 2022/08/10 19:58:02 - mmengine - INFO - Epoch(train) [10][880/1879] lr: 2.0000e-02 eta: 18:54:42 time: 1.0351 data_time: 0.0174 memory: 18413 grad_norm: 3.8140 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8538 loss: 1.8538 2022/08/10 19:58:19 - mmengine - INFO - Epoch(train) [10][900/1879] lr: 2.0000e-02 eta: 18:54:20 time: 0.8429 data_time: 0.0184 memory: 18413 grad_norm: 3.8337 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7864 loss: 1.7864 2022/08/10 19:58:36 - mmengine - INFO - Epoch(train) [10][920/1879] lr: 2.0000e-02 eta: 18:53:59 time: 0.8564 data_time: 0.0178 memory: 18413 grad_norm: 3.6874 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6794 loss: 1.6794 2022/08/10 19:58:53 - mmengine - INFO - Epoch(train) [10][940/1879] lr: 2.0000e-02 eta: 18:53:38 time: 0.8503 data_time: 0.0180 memory: 18413 grad_norm: 3.6921 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8107 loss: 1.8107 2022/08/10 19:59:16 - mmengine - INFO - Epoch(train) [10][960/1879] lr: 2.0000e-02 eta: 18:53:39 time: 1.1150 data_time: 0.2795 memory: 18413 grad_norm: 3.7599 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5473 loss: 1.5473 2022/08/10 19:59:33 - mmengine - INFO - Epoch(train) [10][980/1879] lr: 2.0000e-02 eta: 18:53:16 time: 0.8426 data_time: 0.0134 memory: 18413 grad_norm: 3.7960 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.6656 loss: 1.6656 2022/08/10 19:59:50 - mmengine - INFO - Epoch(train) [10][1000/1879] lr: 2.0000e-02 eta: 18:52:55 time: 0.8556 data_time: 0.0175 memory: 18413 grad_norm: 3.7146 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.7054 loss: 1.7054 2022/08/10 20:00:07 - mmengine - INFO - Epoch(train) [10][1020/1879] lr: 2.0000e-02 eta: 18:52:35 time: 0.8688 data_time: 0.0223 memory: 18413 grad_norm: 3.7422 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7124 loss: 1.7124 2022/08/10 20:00:27 - mmengine - INFO - Epoch(train) [10][1040/1879] lr: 2.0000e-02 eta: 18:52:25 time: 0.9857 data_time: 0.0283 memory: 18413 grad_norm: 3.8849 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 1.6138 loss: 1.6138 2022/08/10 20:00:44 - mmengine - INFO - Epoch(train) [10][1060/1879] lr: 2.0000e-02 eta: 18:52:03 time: 0.8507 data_time: 0.0182 memory: 18413 grad_norm: 3.8362 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.9797 loss: 1.9797 2022/08/10 20:01:01 - mmengine - INFO - Epoch(train) [10][1080/1879] lr: 2.0000e-02 eta: 18:51:41 time: 0.8448 data_time: 0.0161 memory: 18413 grad_norm: 3.8154 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6930 loss: 1.6930 2022/08/10 20:01:08 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 20:01:18 - mmengine - INFO - Epoch(train) [10][1100/1879] lr: 2.0000e-02 eta: 18:51:20 time: 0.8506 data_time: 0.0165 memory: 18413 grad_norm: 3.8263 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.7961 loss: 1.7961 2022/08/10 20:01:35 - mmengine - INFO - Epoch(train) [10][1120/1879] lr: 2.0000e-02 eta: 18:50:58 time: 0.8434 data_time: 0.0193 memory: 18413 grad_norm: 3.8212 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7712 loss: 1.7712 2022/08/10 20:01:52 - mmengine - INFO - Epoch(train) [10][1140/1879] lr: 2.0000e-02 eta: 18:50:36 time: 0.8436 data_time: 0.0191 memory: 18413 grad_norm: 3.7937 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.8495 loss: 1.8495 2022/08/10 20:02:09 - mmengine - INFO - Epoch(train) [10][1160/1879] lr: 2.0000e-02 eta: 18:50:15 time: 0.8586 data_time: 0.0163 memory: 18413 grad_norm: 3.8514 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.9212 loss: 1.9212 2022/08/10 20:02:26 - mmengine - INFO - Epoch(train) [10][1180/1879] lr: 2.0000e-02 eta: 18:49:53 time: 0.8472 data_time: 0.0191 memory: 18413 grad_norm: 3.7961 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.9523 loss: 1.9523 2022/08/10 20:02:43 - mmengine - INFO - Epoch(train) [10][1200/1879] lr: 2.0000e-02 eta: 18:49:31 time: 0.8490 data_time: 0.0246 memory: 18413 grad_norm: 3.8501 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.7368 loss: 1.7368 2022/08/10 20:03:00 - mmengine - INFO - Epoch(train) [10][1220/1879] lr: 2.0000e-02 eta: 18:49:10 time: 0.8457 data_time: 0.0179 memory: 18413 grad_norm: 3.8394 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.9023 loss: 1.9023 2022/08/10 20:03:16 - mmengine - INFO - Epoch(train) [10][1240/1879] lr: 2.0000e-02 eta: 18:48:48 time: 0.8443 data_time: 0.0187 memory: 18413 grad_norm: 3.6410 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.6600 loss: 1.6600 2022/08/10 20:03:33 - mmengine - INFO - Epoch(train) [10][1260/1879] lr: 2.0000e-02 eta: 18:48:26 time: 0.8472 data_time: 0.0166 memory: 18413 grad_norm: 3.8034 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7106 loss: 1.7106 2022/08/10 20:03:50 - mmengine - INFO - Epoch(train) [10][1280/1879] lr: 2.0000e-02 eta: 18:48:05 time: 0.8545 data_time: 0.0193 memory: 18413 grad_norm: 3.8055 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.8605 loss: 1.8605 2022/08/10 20:04:07 - mmengine - INFO - Epoch(train) [10][1300/1879] lr: 2.0000e-02 eta: 18:47:43 time: 0.8443 data_time: 0.0181 memory: 18413 grad_norm: 3.8052 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8088 loss: 1.8088 2022/08/10 20:04:24 - mmengine - INFO - Epoch(train) [10][1320/1879] lr: 2.0000e-02 eta: 18:47:21 time: 0.8496 data_time: 0.0184 memory: 18413 grad_norm: 3.7862 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.6911 loss: 1.6911 2022/08/10 20:04:41 - mmengine - INFO - Epoch(train) [10][1340/1879] lr: 2.0000e-02 eta: 18:47:00 time: 0.8504 data_time: 0.0173 memory: 18413 grad_norm: 3.7773 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9096 loss: 1.9096 2022/08/10 20:04:58 - mmengine - INFO - Epoch(train) [10][1360/1879] lr: 2.0000e-02 eta: 18:46:38 time: 0.8443 data_time: 0.0161 memory: 18413 grad_norm: 3.8128 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9335 loss: 1.9335 2022/08/10 20:05:15 - mmengine - INFO - Epoch(train) [10][1380/1879] lr: 2.0000e-02 eta: 18:46:17 time: 0.8508 data_time: 0.0193 memory: 18413 grad_norm: 3.8154 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.6830 loss: 1.6830 2022/08/10 20:05:32 - mmengine - INFO - Epoch(train) [10][1400/1879] lr: 2.0000e-02 eta: 18:45:55 time: 0.8435 data_time: 0.0174 memory: 18413 grad_norm: 3.7158 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6885 loss: 1.6885 2022/08/10 20:05:49 - mmengine - INFO - Epoch(train) [10][1420/1879] lr: 2.0000e-02 eta: 18:45:33 time: 0.8425 data_time: 0.0184 memory: 18413 grad_norm: 3.7761 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8480 loss: 1.8480 2022/08/10 20:06:06 - mmengine - INFO - Epoch(train) [10][1440/1879] lr: 2.0000e-02 eta: 18:45:11 time: 0.8445 data_time: 0.0182 memory: 18413 grad_norm: 3.7223 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6327 loss: 1.6327 2022/08/10 20:06:23 - mmengine - INFO - Epoch(train) [10][1460/1879] lr: 2.0000e-02 eta: 18:44:50 time: 0.8582 data_time: 0.0189 memory: 18413 grad_norm: 3.7852 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7281 loss: 1.7281 2022/08/10 20:06:40 - mmengine - INFO - Epoch(train) [10][1480/1879] lr: 2.0000e-02 eta: 18:44:28 time: 0.8460 data_time: 0.0154 memory: 18413 grad_norm: 3.7797 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.7199 loss: 1.7199 2022/08/10 20:06:57 - mmengine - INFO - Epoch(train) [10][1500/1879] lr: 2.0000e-02 eta: 18:44:06 time: 0.8419 data_time: 0.0168 memory: 18413 grad_norm: 3.7522 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8336 loss: 1.8336 2022/08/10 20:07:14 - mmengine - INFO - Epoch(train) [10][1520/1879] lr: 2.0000e-02 eta: 18:43:45 time: 0.8516 data_time: 0.0176 memory: 18413 grad_norm: 3.6694 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.5909 loss: 1.5909 2022/08/10 20:07:31 - mmengine - INFO - Epoch(train) [10][1540/1879] lr: 2.0000e-02 eta: 18:43:23 time: 0.8463 data_time: 0.0234 memory: 18413 grad_norm: 3.7385 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6204 loss: 1.6204 2022/08/10 20:07:48 - mmengine - INFO - Epoch(train) [10][1560/1879] lr: 2.0000e-02 eta: 18:43:02 time: 0.8497 data_time: 0.0175 memory: 18413 grad_norm: 3.6616 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7603 loss: 1.7603 2022/08/10 20:08:05 - mmengine - INFO - Epoch(train) [10][1580/1879] lr: 2.0000e-02 eta: 18:42:41 time: 0.8499 data_time: 0.0186 memory: 18413 grad_norm: 3.7411 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8784 loss: 1.8784 2022/08/10 20:08:22 - mmengine - INFO - Epoch(train) [10][1600/1879] lr: 2.0000e-02 eta: 18:42:19 time: 0.8445 data_time: 0.0166 memory: 18413 grad_norm: 3.8007 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8286 loss: 1.8286 2022/08/10 20:08:39 - mmengine - INFO - Epoch(train) [10][1620/1879] lr: 2.0000e-02 eta: 18:41:57 time: 0.8456 data_time: 0.0181 memory: 18413 grad_norm: 3.7835 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.7973 loss: 1.7973 2022/08/10 20:08:56 - mmengine - INFO - Epoch(train) [10][1640/1879] lr: 2.0000e-02 eta: 18:41:36 time: 0.8487 data_time: 0.0185 memory: 18413 grad_norm: 3.6705 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8801 loss: 1.8801 2022/08/10 20:09:13 - mmengine - INFO - Epoch(train) [10][1660/1879] lr: 2.0000e-02 eta: 18:41:14 time: 0.8481 data_time: 0.0180 memory: 18413 grad_norm: 3.7153 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5903 loss: 1.5903 2022/08/10 20:09:29 - mmengine - INFO - Epoch(train) [10][1680/1879] lr: 2.0000e-02 eta: 18:40:52 time: 0.8432 data_time: 0.0170 memory: 18413 grad_norm: 3.8665 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.7945 loss: 1.7945 2022/08/10 20:09:46 - mmengine - INFO - Epoch(train) [10][1700/1879] lr: 2.0000e-02 eta: 18:40:30 time: 0.8426 data_time: 0.0195 memory: 18413 grad_norm: 3.7765 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8910 loss: 1.8910 2022/08/10 20:10:03 - mmengine - INFO - Epoch(train) [10][1720/1879] lr: 2.0000e-02 eta: 18:40:09 time: 0.8420 data_time: 0.0176 memory: 18413 grad_norm: 3.7995 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8826 loss: 1.8826 2022/08/10 20:10:22 - mmengine - INFO - Epoch(train) [10][1740/1879] lr: 2.0000e-02 eta: 18:39:54 time: 0.9343 data_time: 0.1088 memory: 18413 grad_norm: 3.7076 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.6342 loss: 1.6342 2022/08/10 20:10:39 - mmengine - INFO - Epoch(train) [10][1760/1879] lr: 2.0000e-02 eta: 18:39:32 time: 0.8422 data_time: 0.0169 memory: 18413 grad_norm: 3.6562 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8339 loss: 1.8339 2022/08/10 20:10:55 - mmengine - INFO - Epoch(train) [10][1780/1879] lr: 2.0000e-02 eta: 18:39:10 time: 0.8404 data_time: 0.0190 memory: 18413 grad_norm: 3.7781 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7581 loss: 1.7581 2022/08/10 20:11:12 - mmengine - INFO - Epoch(train) [10][1800/1879] lr: 2.0000e-02 eta: 18:38:49 time: 0.8523 data_time: 0.0169 memory: 18413 grad_norm: 3.8086 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.6783 loss: 1.6783 2022/08/10 20:11:29 - mmengine - INFO - Epoch(train) [10][1820/1879] lr: 2.0000e-02 eta: 18:38:27 time: 0.8430 data_time: 0.0182 memory: 18413 grad_norm: 3.7859 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.6479 loss: 1.6479 2022/08/10 20:11:46 - mmengine - INFO - Epoch(train) [10][1840/1879] lr: 2.0000e-02 eta: 18:38:06 time: 0.8460 data_time: 0.0170 memory: 18413 grad_norm: 3.8810 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.7189 loss: 1.7189 2022/08/10 20:12:03 - mmengine - INFO - Epoch(train) [10][1860/1879] lr: 2.0000e-02 eta: 18:37:45 time: 0.8492 data_time: 0.0184 memory: 18413 grad_norm: 3.7986 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.6593 loss: 1.6593 2022/08/10 20:12:19 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 20:12:19 - mmengine - INFO - Epoch(train) [10][1879/1879] lr: 2.0000e-02 eta: 18:37:45 time: 0.8310 data_time: 0.0184 memory: 18413 grad_norm: 3.8916 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 1.6498 loss: 1.6498 2022/08/10 20:12:32 - mmengine - INFO - Epoch(val) [10][20/155] eta: 0:01:28 time: 0.6549 data_time: 0.4163 memory: 2590 2022/08/10 20:12:41 - mmengine - INFO - Epoch(val) [10][40/155] eta: 0:00:50 time: 0.4351 data_time: 0.1983 memory: 2590 2022/08/10 20:12:51 - mmengine - INFO - Epoch(val) [10][60/155] eta: 0:00:45 time: 0.4837 data_time: 0.2486 memory: 2590 2022/08/10 20:12:59 - mmengine - INFO - Epoch(val) [10][80/155] eta: 0:00:30 time: 0.4021 data_time: 0.1645 memory: 2590 2022/08/10 20:13:09 - mmengine - INFO - Epoch(val) [10][100/155] eta: 0:00:27 time: 0.5011 data_time: 0.2640 memory: 2590 2022/08/10 20:13:19 - mmengine - INFO - Epoch(val) [10][120/155] eta: 0:00:18 time: 0.5189 data_time: 0.2838 memory: 2590 2022/08/10 20:13:31 - mmengine - INFO - Epoch(val) [10][140/155] eta: 0:00:08 time: 0.5751 data_time: 0.3404 memory: 2590 2022/08/10 20:14:07 - mmengine - INFO - Epoch(val) [10][155/155] acc/top1: 0.5912 acc/top5: 0.8310 acc/mean1: 0.5911 2022/08/10 20:14:07 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_9.pth is removed 2022/08/10 20:14:08 - mmengine - INFO - The best checkpoint with 0.5912 acc/top1 at 11 epoch is saved to best_acc/top1_epoch_11.pth. 2022/08/10 20:14:32 - mmengine - INFO - Epoch(train) [11][20/1879] lr: 2.0000e-02 eta: 18:36:27 time: 1.2018 data_time: 0.2823 memory: 18413 grad_norm: 3.6990 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.6163 loss: 1.6163 2022/08/10 20:14:49 - mmengine - INFO - Epoch(train) [11][40/1879] lr: 2.0000e-02 eta: 18:36:06 time: 0.8498 data_time: 0.0149 memory: 18413 grad_norm: 3.6396 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.7080 loss: 1.7080 2022/08/10 20:15:06 - mmengine - INFO - Epoch(train) [11][60/1879] lr: 2.0000e-02 eta: 18:35:44 time: 0.8493 data_time: 0.0193 memory: 18413 grad_norm: 3.7067 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.6348 loss: 1.6348 2022/08/10 20:15:24 - mmengine - INFO - Epoch(train) [11][80/1879] lr: 2.0000e-02 eta: 18:35:27 time: 0.8995 data_time: 0.0723 memory: 18413 grad_norm: 3.8193 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5925 loss: 1.5925 2022/08/10 20:15:44 - mmengine - INFO - Epoch(train) [11][100/1879] lr: 2.0000e-02 eta: 18:35:18 time: 1.0018 data_time: 0.0190 memory: 18413 grad_norm: 3.7728 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4992 loss: 1.4992 2022/08/10 20:16:03 - mmengine - INFO - Epoch(train) [11][120/1879] lr: 2.0000e-02 eta: 18:35:04 time: 0.9318 data_time: 0.0151 memory: 18413 grad_norm: 3.8406 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.6815 loss: 1.6815 2022/08/10 20:16:20 - mmengine - INFO - Epoch(train) [11][140/1879] lr: 2.0000e-02 eta: 18:34:42 time: 0.8439 data_time: 0.0179 memory: 18413 grad_norm: 3.8194 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.6435 loss: 1.6435 2022/08/10 20:16:37 - mmengine - INFO - Epoch(train) [11][160/1879] lr: 2.0000e-02 eta: 18:34:21 time: 0.8462 data_time: 0.0180 memory: 18413 grad_norm: 3.9400 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6978 loss: 1.6978 2022/08/10 20:16:54 - mmengine - INFO - Epoch(train) [11][180/1879] lr: 2.0000e-02 eta: 18:34:00 time: 0.8532 data_time: 0.0196 memory: 18413 grad_norm: 3.6399 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.4617 loss: 1.4617 2022/08/10 20:17:11 - mmengine - INFO - Epoch(train) [11][200/1879] lr: 2.0000e-02 eta: 18:33:39 time: 0.8519 data_time: 0.0171 memory: 18413 grad_norm: 3.7459 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8808 loss: 1.8808 2022/08/10 20:17:20 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 20:17:28 - mmengine - INFO - Epoch(train) [11][220/1879] lr: 2.0000e-02 eta: 18:33:18 time: 0.8545 data_time: 0.0179 memory: 18413 grad_norm: 3.7674 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.8183 loss: 1.8183 2022/08/10 20:17:45 - mmengine - INFO - Epoch(train) [11][240/1879] lr: 2.0000e-02 eta: 18:32:57 time: 0.8479 data_time: 0.0161 memory: 18413 grad_norm: 3.7954 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.7415 loss: 1.7415 2022/08/10 20:18:02 - mmengine - INFO - Epoch(train) [11][260/1879] lr: 2.0000e-02 eta: 18:32:36 time: 0.8558 data_time: 0.0184 memory: 18413 grad_norm: 3.7128 top1_acc: 0.4375 top5_acc: 0.9375 loss_cls: 1.5811 loss: 1.5811 2022/08/10 20:18:19 - mmengine - INFO - Epoch(train) [11][280/1879] lr: 2.0000e-02 eta: 18:32:15 time: 0.8525 data_time: 0.0161 memory: 18413 grad_norm: 3.7851 top1_acc: 0.5625 top5_acc: 1.0000 loss_cls: 1.6711 loss: 1.6711 2022/08/10 20:18:36 - mmengine - INFO - Epoch(train) [11][300/1879] lr: 2.0000e-02 eta: 18:31:54 time: 0.8515 data_time: 0.0172 memory: 18413 grad_norm: 3.7727 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.6188 loss: 1.6188 2022/08/10 20:18:53 - mmengine - INFO - Epoch(train) [11][320/1879] lr: 2.0000e-02 eta: 18:31:33 time: 0.8510 data_time: 0.0170 memory: 18413 grad_norm: 3.7207 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.6158 loss: 1.6158 2022/08/10 20:19:10 - mmengine - INFO - Epoch(train) [11][340/1879] lr: 2.0000e-02 eta: 18:31:13 time: 0.8534 data_time: 0.0183 memory: 18413 grad_norm: 3.8890 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.7129 loss: 1.7129 2022/08/10 20:19:28 - mmengine - INFO - Epoch(train) [11][360/1879] lr: 2.0000e-02 eta: 18:30:52 time: 0.8576 data_time: 0.0186 memory: 18413 grad_norm: 3.7508 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.6880 loss: 1.6880 2022/08/10 20:19:45 - mmengine - INFO - Epoch(train) [11][380/1879] lr: 2.0000e-02 eta: 18:30:32 time: 0.8560 data_time: 0.0182 memory: 18413 grad_norm: 3.7269 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.6135 loss: 1.6135 2022/08/10 20:20:02 - mmengine - INFO - Epoch(train) [11][400/1879] lr: 2.0000e-02 eta: 18:30:11 time: 0.8568 data_time: 0.0184 memory: 18413 grad_norm: 3.8046 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.6864 loss: 1.6864 2022/08/10 20:20:19 - mmengine - INFO - Epoch(train) [11][420/1879] lr: 2.0000e-02 eta: 18:29:50 time: 0.8546 data_time: 0.0255 memory: 18413 grad_norm: 3.7683 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.6551 loss: 1.6551 2022/08/10 20:20:36 - mmengine - INFO - Epoch(train) [11][440/1879] lr: 2.0000e-02 eta: 18:29:30 time: 0.8527 data_time: 0.0177 memory: 18413 grad_norm: 3.7281 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7198 loss: 1.7198 2022/08/10 20:20:53 - mmengine - INFO - Epoch(train) [11][460/1879] lr: 2.0000e-02 eta: 18:29:08 time: 0.8434 data_time: 0.0195 memory: 18413 grad_norm: 3.6929 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.6296 loss: 1.6296 2022/08/10 20:21:10 - mmengine - INFO - Epoch(train) [11][480/1879] lr: 2.0000e-02 eta: 18:28:47 time: 0.8478 data_time: 0.0157 memory: 18413 grad_norm: 3.7953 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.7418 loss: 1.7418 2022/08/10 20:21:27 - mmengine - INFO - Epoch(train) [11][500/1879] lr: 2.0000e-02 eta: 18:28:27 time: 0.8588 data_time: 0.0171 memory: 18413 grad_norm: 3.8167 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8247 loss: 1.8247 2022/08/10 20:21:44 - mmengine - INFO - Epoch(train) [11][520/1879] lr: 2.0000e-02 eta: 18:28:05 time: 0.8437 data_time: 0.0190 memory: 18413 grad_norm: 3.8073 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 2.1420 loss: 2.1420 2022/08/10 20:22:01 - mmengine - INFO - Epoch(train) [11][540/1879] lr: 2.0000e-02 eta: 18:27:44 time: 0.8454 data_time: 0.0167 memory: 18413 grad_norm: 3.7803 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.6841 loss: 1.6841 2022/08/10 20:22:18 - mmengine - INFO - Epoch(train) [11][560/1879] lr: 2.0000e-02 eta: 18:27:23 time: 0.8456 data_time: 0.0184 memory: 18413 grad_norm: 3.8174 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5919 loss: 1.5919 2022/08/10 20:22:35 - mmengine - INFO - Epoch(train) [11][580/1879] lr: 2.0000e-02 eta: 18:27:01 time: 0.8469 data_time: 0.0192 memory: 18413 grad_norm: 3.7953 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.5609 loss: 1.5609 2022/08/10 20:22:52 - mmengine - INFO - Epoch(train) [11][600/1879] lr: 2.0000e-02 eta: 18:26:40 time: 0.8467 data_time: 0.0150 memory: 18413 grad_norm: 3.6734 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5856 loss: 1.5856 2022/08/10 20:23:08 - mmengine - INFO - Epoch(train) [11][620/1879] lr: 2.0000e-02 eta: 18:26:19 time: 0.8444 data_time: 0.0187 memory: 18413 grad_norm: 3.8825 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8111 loss: 1.8111 2022/08/10 20:23:26 - mmengine - INFO - Epoch(train) [11][640/1879] lr: 2.0000e-02 eta: 18:25:59 time: 0.8578 data_time: 0.0143 memory: 18413 grad_norm: 3.8437 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 1.7194 loss: 1.7194 2022/08/10 20:23:43 - mmengine - INFO - Epoch(train) [11][660/1879] lr: 2.0000e-02 eta: 18:25:38 time: 0.8559 data_time: 0.0221 memory: 18413 grad_norm: 3.7494 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6632 loss: 1.6632 2022/08/10 20:24:00 - mmengine - INFO - Epoch(train) [11][680/1879] lr: 2.0000e-02 eta: 18:25:17 time: 0.8445 data_time: 0.0151 memory: 18413 grad_norm: 3.7257 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5131 loss: 1.5131 2022/08/10 20:24:17 - mmengine - INFO - Epoch(train) [11][700/1879] lr: 2.0000e-02 eta: 18:24:56 time: 0.8460 data_time: 0.0188 memory: 18413 grad_norm: 3.7496 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8105 loss: 1.8105 2022/08/10 20:24:33 - mmengine - INFO - Epoch(train) [11][720/1879] lr: 2.0000e-02 eta: 18:24:34 time: 0.8454 data_time: 0.0168 memory: 18413 grad_norm: 3.8398 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.5816 loss: 1.5816 2022/08/10 20:24:50 - mmengine - INFO - Epoch(train) [11][740/1879] lr: 2.0000e-02 eta: 18:24:13 time: 0.8474 data_time: 0.0188 memory: 18413 grad_norm: 3.7602 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7676 loss: 1.7676 2022/08/10 20:25:07 - mmengine - INFO - Epoch(train) [11][760/1879] lr: 2.0000e-02 eta: 18:23:52 time: 0.8464 data_time: 0.0168 memory: 18413 grad_norm: 3.7337 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8410 loss: 1.8410 2022/08/10 20:25:24 - mmengine - INFO - Epoch(train) [11][780/1879] lr: 2.0000e-02 eta: 18:23:30 time: 0.8396 data_time: 0.0176 memory: 18413 grad_norm: 3.7297 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5956 loss: 1.5956 2022/08/10 20:25:41 - mmengine - INFO - Epoch(train) [11][800/1879] lr: 2.0000e-02 eta: 18:23:09 time: 0.8456 data_time: 0.0179 memory: 18413 grad_norm: 3.7429 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7185 loss: 1.7185 2022/08/10 20:25:58 - mmengine - INFO - Epoch(train) [11][820/1879] lr: 2.0000e-02 eta: 18:22:49 time: 0.8539 data_time: 0.0200 memory: 18413 grad_norm: 3.7941 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.7469 loss: 1.7469 2022/08/10 20:26:15 - mmengine - INFO - Epoch(train) [11][840/1879] lr: 2.0000e-02 eta: 18:22:28 time: 0.8497 data_time: 0.0140 memory: 18413 grad_norm: 3.7353 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.8387 loss: 1.8387 2022/08/10 20:26:32 - mmengine - INFO - Epoch(train) [11][860/1879] lr: 2.0000e-02 eta: 18:22:07 time: 0.8459 data_time: 0.0186 memory: 18413 grad_norm: 3.8240 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.6013 loss: 1.6013 2022/08/10 20:26:49 - mmengine - INFO - Epoch(train) [11][880/1879] lr: 2.0000e-02 eta: 18:21:46 time: 0.8532 data_time: 0.0167 memory: 18413 grad_norm: 3.8086 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.6453 loss: 1.6453 2022/08/10 20:27:06 - mmengine - INFO - Epoch(train) [11][900/1879] lr: 2.0000e-02 eta: 18:21:27 time: 0.8704 data_time: 0.0175 memory: 18413 grad_norm: 3.7854 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 1.7654 loss: 1.7654 2022/08/10 20:27:24 - mmengine - INFO - Epoch(train) [11][920/1879] lr: 2.0000e-02 eta: 18:21:06 time: 0.8520 data_time: 0.0172 memory: 18413 grad_norm: 3.7081 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6414 loss: 1.6414 2022/08/10 20:27:41 - mmengine - INFO - Epoch(train) [11][940/1879] lr: 2.0000e-02 eta: 18:20:46 time: 0.8599 data_time: 0.0197 memory: 18413 grad_norm: 3.6704 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.6244 loss: 1.6244 2022/08/10 20:27:59 - mmengine - INFO - Epoch(train) [11][960/1879] lr: 2.0000e-02 eta: 18:20:29 time: 0.9026 data_time: 0.0223 memory: 18413 grad_norm: 3.8276 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.6318 loss: 1.6318 2022/08/10 20:28:16 - mmengine - INFO - Epoch(train) [11][980/1879] lr: 2.0000e-02 eta: 18:20:09 time: 0.8501 data_time: 0.0220 memory: 18413 grad_norm: 3.7939 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.6671 loss: 1.6671 2022/08/10 20:28:33 - mmengine - INFO - Epoch(train) [11][1000/1879] lr: 2.0000e-02 eta: 18:19:47 time: 0.8452 data_time: 0.0174 memory: 18413 grad_norm: 3.8094 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.6259 loss: 1.6259 2022/08/10 20:28:50 - mmengine - INFO - Epoch(train) [11][1020/1879] lr: 2.0000e-02 eta: 18:19:26 time: 0.8464 data_time: 0.0188 memory: 18413 grad_norm: 3.7863 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.6090 loss: 1.6090 2022/08/10 20:29:06 - mmengine - INFO - Epoch(train) [11][1040/1879] lr: 2.0000e-02 eta: 18:19:05 time: 0.8420 data_time: 0.0149 memory: 18413 grad_norm: 3.7511 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8093 loss: 1.8093 2022/08/10 20:29:23 - mmengine - INFO - Epoch(train) [11][1060/1879] lr: 2.0000e-02 eta: 18:18:44 time: 0.8460 data_time: 0.0177 memory: 18413 grad_norm: 3.8610 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.8604 loss: 1.8604 2022/08/10 20:29:40 - mmengine - INFO - Epoch(train) [11][1080/1879] lr: 2.0000e-02 eta: 18:18:23 time: 0.8460 data_time: 0.0178 memory: 18413 grad_norm: 3.6700 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8313 loss: 1.8313 2022/08/10 20:29:57 - mmengine - INFO - Epoch(train) [11][1100/1879] lr: 2.0000e-02 eta: 18:18:03 time: 0.8585 data_time: 0.0275 memory: 18413 grad_norm: 3.6691 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.7670 loss: 1.7670 2022/08/10 20:30:14 - mmengine - INFO - Epoch(train) [11][1120/1879] lr: 2.0000e-02 eta: 18:17:42 time: 0.8501 data_time: 0.0165 memory: 18413 grad_norm: 3.7704 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.7813 loss: 1.7813 2022/08/10 20:30:31 - mmengine - INFO - Epoch(train) [11][1140/1879] lr: 2.0000e-02 eta: 18:17:21 time: 0.8487 data_time: 0.0178 memory: 18413 grad_norm: 3.7791 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.5848 loss: 1.5848 2022/08/10 20:30:50 - mmengine - INFO - Epoch(train) [11][1160/1879] lr: 2.0000e-02 eta: 18:17:06 time: 0.9253 data_time: 0.0167 memory: 18413 grad_norm: 3.7393 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9366 loss: 1.9366 2022/08/10 20:31:07 - mmengine - INFO - Epoch(train) [11][1180/1879] lr: 2.0000e-02 eta: 18:16:45 time: 0.8448 data_time: 0.0183 memory: 18413 grad_norm: 3.7224 top1_acc: 0.5625 top5_acc: 0.5625 loss_cls: 1.7187 loss: 1.7187 2022/08/10 20:31:24 - mmengine - INFO - Epoch(train) [11][1200/1879] lr: 2.0000e-02 eta: 18:16:25 time: 0.8561 data_time: 0.0166 memory: 18413 grad_norm: 3.7965 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.5841 loss: 1.5841 2022/08/10 20:31:33 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 20:31:41 - mmengine - INFO - Epoch(train) [11][1220/1879] lr: 2.0000e-02 eta: 18:16:04 time: 0.8479 data_time: 0.0187 memory: 18413 grad_norm: 3.9538 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.7375 loss: 1.7375 2022/08/10 20:31:58 - mmengine - INFO - Epoch(train) [11][1240/1879] lr: 2.0000e-02 eta: 18:15:43 time: 0.8485 data_time: 0.0228 memory: 18413 grad_norm: 3.8307 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 1.9310 loss: 1.9310 2022/08/10 20:32:15 - mmengine - INFO - Epoch(train) [11][1260/1879] lr: 2.0000e-02 eta: 18:15:22 time: 0.8466 data_time: 0.0194 memory: 18413 grad_norm: 3.7301 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.7297 loss: 1.7297 2022/08/10 20:32:32 - mmengine - INFO - Epoch(train) [11][1280/1879] lr: 2.0000e-02 eta: 18:15:01 time: 0.8446 data_time: 0.0153 memory: 18413 grad_norm: 3.7323 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5360 loss: 1.5360 2022/08/10 20:32:49 - mmengine - INFO - Epoch(train) [11][1300/1879] lr: 2.0000e-02 eta: 18:14:41 time: 0.8551 data_time: 0.0187 memory: 18413 grad_norm: 3.8446 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9618 loss: 1.9618 2022/08/10 20:33:06 - mmengine - INFO - Epoch(train) [11][1320/1879] lr: 2.0000e-02 eta: 18:14:21 time: 0.8598 data_time: 0.0167 memory: 18413 grad_norm: 3.7851 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.7087 loss: 1.7087 2022/08/10 20:33:23 - mmengine - INFO - Epoch(train) [11][1340/1879] lr: 2.0000e-02 eta: 18:14:00 time: 0.8497 data_time: 0.0160 memory: 18413 grad_norm: 3.8735 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8114 loss: 1.8114 2022/08/10 20:33:41 - mmengine - INFO - Epoch(train) [11][1360/1879] lr: 2.0000e-02 eta: 18:13:42 time: 0.8832 data_time: 0.0188 memory: 18413 grad_norm: 3.8330 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6835 loss: 1.6835 2022/08/10 20:33:58 - mmengine - INFO - Epoch(train) [11][1380/1879] lr: 2.0000e-02 eta: 18:13:21 time: 0.8493 data_time: 0.0187 memory: 18413 grad_norm: 3.7965 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.6236 loss: 1.6236 2022/08/10 20:34:17 - mmengine - INFO - Epoch(train) [11][1400/1879] lr: 2.0000e-02 eta: 18:13:09 time: 0.9659 data_time: 0.0178 memory: 18413 grad_norm: 3.7519 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.6633 loss: 1.6633 2022/08/10 20:34:34 - mmengine - INFO - Epoch(train) [11][1420/1879] lr: 2.0000e-02 eta: 18:12:48 time: 0.8521 data_time: 0.0176 memory: 18413 grad_norm: 3.7135 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.6211 loss: 1.6211 2022/08/10 20:34:51 - mmengine - INFO - Epoch(train) [11][1440/1879] lr: 2.0000e-02 eta: 18:12:27 time: 0.8441 data_time: 0.0132 memory: 18413 grad_norm: 3.6824 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6863 loss: 1.6863 2022/08/10 20:35:08 - mmengine - INFO - Epoch(train) [11][1460/1879] lr: 2.0000e-02 eta: 18:12:08 time: 0.8718 data_time: 0.0239 memory: 18413 grad_norm: 3.7859 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8501 loss: 1.8501 2022/08/10 20:35:26 - mmengine - INFO - Epoch(train) [11][1480/1879] lr: 2.0000e-02 eta: 18:11:49 time: 0.8700 data_time: 0.0353 memory: 18413 grad_norm: 3.8477 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5179 loss: 1.5179 2022/08/10 20:35:43 - mmengine - INFO - Epoch(train) [11][1500/1879] lr: 2.0000e-02 eta: 18:11:29 time: 0.8543 data_time: 0.0243 memory: 18413 grad_norm: 3.7136 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8224 loss: 1.8224 2022/08/10 20:36:00 - mmengine - INFO - Epoch(train) [11][1520/1879] lr: 2.0000e-02 eta: 18:11:08 time: 0.8488 data_time: 0.0192 memory: 18413 grad_norm: 3.8541 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8123 loss: 1.8123 2022/08/10 20:36:17 - mmengine - INFO - Epoch(train) [11][1540/1879] lr: 2.0000e-02 eta: 18:10:47 time: 0.8457 data_time: 0.0185 memory: 18413 grad_norm: 3.7198 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.6051 loss: 1.6051 2022/08/10 20:36:34 - mmengine - INFO - Epoch(train) [11][1560/1879] lr: 2.0000e-02 eta: 18:10:26 time: 0.8439 data_time: 0.0187 memory: 18413 grad_norm: 3.7045 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6209 loss: 1.6209 2022/08/10 20:36:50 - mmengine - INFO - Epoch(train) [11][1580/1879] lr: 2.0000e-02 eta: 18:10:05 time: 0.8403 data_time: 0.0164 memory: 18413 grad_norm: 3.7658 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.7270 loss: 1.7270 2022/08/10 20:37:07 - mmengine - INFO - Epoch(train) [11][1600/1879] lr: 2.0000e-02 eta: 18:09:44 time: 0.8473 data_time: 0.0169 memory: 18413 grad_norm: 3.7452 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.5003 loss: 1.5003 2022/08/10 20:37:24 - mmengine - INFO - Epoch(train) [11][1620/1879] lr: 2.0000e-02 eta: 18:09:23 time: 0.8434 data_time: 0.0167 memory: 18413 grad_norm: 3.8419 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.8914 loss: 1.8914 2022/08/10 20:37:41 - mmengine - INFO - Epoch(train) [11][1640/1879] lr: 2.0000e-02 eta: 18:09:02 time: 0.8495 data_time: 0.0171 memory: 18413 grad_norm: 3.8220 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.8367 loss: 1.8367 2022/08/10 20:37:59 - mmengine - INFO - Epoch(train) [11][1660/1879] lr: 2.0000e-02 eta: 18:08:44 time: 0.8765 data_time: 0.0434 memory: 18413 grad_norm: 3.7445 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6811 loss: 1.6811 2022/08/10 20:38:16 - mmengine - INFO - Epoch(train) [11][1680/1879] lr: 2.0000e-02 eta: 18:08:24 time: 0.8591 data_time: 0.0152 memory: 18413 grad_norm: 3.7366 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5726 loss: 1.5726 2022/08/10 20:38:33 - mmengine - INFO - Epoch(train) [11][1700/1879] lr: 2.0000e-02 eta: 18:08:04 time: 0.8545 data_time: 0.0178 memory: 18413 grad_norm: 3.7104 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.6227 loss: 1.6227 2022/08/10 20:38:50 - mmengine - INFO - Epoch(train) [11][1720/1879] lr: 2.0000e-02 eta: 18:07:43 time: 0.8506 data_time: 0.0156 memory: 18413 grad_norm: 3.6866 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6839 loss: 1.6839 2022/08/10 20:39:07 - mmengine - INFO - Epoch(train) [11][1740/1879] lr: 2.0000e-02 eta: 18:07:23 time: 0.8516 data_time: 0.0207 memory: 18413 grad_norm: 3.7761 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8753 loss: 1.8753 2022/08/10 20:39:24 - mmengine - INFO - Epoch(train) [11][1760/1879] lr: 2.0000e-02 eta: 18:07:02 time: 0.8504 data_time: 0.0151 memory: 18413 grad_norm: 3.7699 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.7269 loss: 1.7269 2022/08/10 20:39:41 - mmengine - INFO - Epoch(train) [11][1780/1879] lr: 2.0000e-02 eta: 18:06:42 time: 0.8496 data_time: 0.0144 memory: 18413 grad_norm: 3.6984 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9013 loss: 1.9013 2022/08/10 20:39:58 - mmengine - INFO - Epoch(train) [11][1800/1879] lr: 2.0000e-02 eta: 18:06:21 time: 0.8474 data_time: 0.0178 memory: 18413 grad_norm: 3.6840 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8233 loss: 1.8233 2022/08/10 20:40:15 - mmengine - INFO - Epoch(train) [11][1820/1879] lr: 2.0000e-02 eta: 18:06:00 time: 0.8497 data_time: 0.0191 memory: 18413 grad_norm: 3.8004 top1_acc: 0.4375 top5_acc: 0.9375 loss_cls: 1.7488 loss: 1.7488 2022/08/10 20:40:32 - mmengine - INFO - Epoch(train) [11][1840/1879] lr: 2.0000e-02 eta: 18:05:40 time: 0.8525 data_time: 0.0191 memory: 18413 grad_norm: 3.7175 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.7918 loss: 1.7918 2022/08/10 20:40:49 - mmengine - INFO - Epoch(train) [11][1860/1879] lr: 2.0000e-02 eta: 18:05:19 time: 0.8452 data_time: 0.0174 memory: 18413 grad_norm: 3.7729 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8369 loss: 1.8369 2022/08/10 20:41:05 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 20:41:05 - mmengine - INFO - Epoch(train) [11][1879/1879] lr: 2.0000e-02 eta: 18:05:19 time: 0.8151 data_time: 0.0157 memory: 18413 grad_norm: 3.8779 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 1.7271 loss: 1.7271 2022/08/10 20:41:23 - mmengine - INFO - Epoch(val) [11][20/155] eta: 0:02:03 time: 0.9147 data_time: 0.6784 memory: 2590 2022/08/10 20:41:31 - mmengine - INFO - Epoch(val) [11][40/155] eta: 0:00:48 time: 0.4232 data_time: 0.1854 memory: 2590 2022/08/10 20:41:47 - mmengine - INFO - Epoch(val) [11][60/155] eta: 0:01:14 time: 0.7870 data_time: 0.5525 memory: 2590 2022/08/10 20:42:01 - mmengine - INFO - Epoch(val) [11][80/155] eta: 0:00:52 time: 0.6961 data_time: 0.4598 memory: 2590 2022/08/10 20:42:11 - mmengine - INFO - Epoch(val) [11][100/155] eta: 0:00:26 time: 0.4774 data_time: 0.2439 memory: 2590 2022/08/10 20:42:30 - mmengine - INFO - Epoch(val) [11][120/155] eta: 0:00:33 time: 0.9618 data_time: 0.7277 memory: 2590 2022/08/10 20:42:38 - mmengine - INFO - Epoch(val) [11][140/155] eta: 0:00:05 time: 0.3870 data_time: 0.1537 memory: 2590 2022/08/10 20:42:52 - mmengine - INFO - Epoch(val) [11][155/155] acc/top1: 0.5926 acc/top5: 0.8272 acc/mean1: 0.5926 2022/08/10 20:42:52 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_11.pth is removed 2022/08/10 20:42:53 - mmengine - INFO - The best checkpoint with 0.5926 acc/top1 at 12 epoch is saved to best_acc/top1_epoch_12.pth. 2022/08/10 20:43:15 - mmengine - INFO - Epoch(train) [12][20/1879] lr: 2.0000e-02 eta: 18:04:00 time: 1.1064 data_time: 0.2191 memory: 18413 grad_norm: 3.6756 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6855 loss: 1.6855 2022/08/10 20:43:32 - mmengine - INFO - Epoch(train) [12][40/1879] lr: 2.0000e-02 eta: 18:03:40 time: 0.8488 data_time: 0.0174 memory: 18413 grad_norm: 3.8034 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.4907 loss: 1.4907 2022/08/10 20:43:49 - mmengine - INFO - Epoch(train) [12][60/1879] lr: 2.0000e-02 eta: 18:03:19 time: 0.8418 data_time: 0.0163 memory: 18413 grad_norm: 3.7739 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.4668 loss: 1.4668 2022/08/10 20:44:06 - mmengine - INFO - Epoch(train) [12][80/1879] lr: 2.0000e-02 eta: 18:02:58 time: 0.8471 data_time: 0.0187 memory: 18413 grad_norm: 3.7714 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.6483 loss: 1.6483 2022/08/10 20:44:23 - mmengine - INFO - Epoch(train) [12][100/1879] lr: 2.0000e-02 eta: 18:02:37 time: 0.8415 data_time: 0.0144 memory: 18413 grad_norm: 3.8983 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5318 loss: 1.5318 2022/08/10 20:44:40 - mmengine - INFO - Epoch(train) [12][120/1879] lr: 2.0000e-02 eta: 18:02:18 time: 0.8628 data_time: 0.0264 memory: 18413 grad_norm: 3.7473 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.8375 loss: 1.8375 2022/08/10 20:44:57 - mmengine - INFO - Epoch(train) [12][140/1879] lr: 2.0000e-02 eta: 18:01:57 time: 0.8421 data_time: 0.0167 memory: 18413 grad_norm: 3.7676 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.7603 loss: 1.7603 2022/08/10 20:45:15 - mmengine - INFO - Epoch(train) [12][160/1879] lr: 2.0000e-02 eta: 18:01:38 time: 0.8773 data_time: 0.0180 memory: 18413 grad_norm: 3.7701 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.5448 loss: 1.5448 2022/08/10 20:45:32 - mmengine - INFO - Epoch(train) [12][180/1879] lr: 2.0000e-02 eta: 18:01:19 time: 0.8596 data_time: 0.0201 memory: 18413 grad_norm: 3.7380 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7697 loss: 1.7697 2022/08/10 20:45:49 - mmengine - INFO - Epoch(train) [12][200/1879] lr: 2.0000e-02 eta: 18:00:58 time: 0.8450 data_time: 0.0187 memory: 18413 grad_norm: 3.7344 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 1.5437 loss: 1.5437 2022/08/10 20:46:06 - mmengine - INFO - Epoch(train) [12][220/1879] lr: 2.0000e-02 eta: 18:00:38 time: 0.8515 data_time: 0.0161 memory: 18413 grad_norm: 3.8303 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7941 loss: 1.7941 2022/08/10 20:46:23 - mmengine - INFO - Epoch(train) [12][240/1879] lr: 2.0000e-02 eta: 18:00:17 time: 0.8548 data_time: 0.0203 memory: 18413 grad_norm: 3.8567 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5154 loss: 1.5154 2022/08/10 20:46:40 - mmengine - INFO - Epoch(train) [12][260/1879] lr: 2.0000e-02 eta: 17:59:57 time: 0.8487 data_time: 0.0172 memory: 18413 grad_norm: 3.7329 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7976 loss: 1.7976 2022/08/10 20:46:57 - mmengine - INFO - Epoch(train) [12][280/1879] lr: 2.0000e-02 eta: 17:59:38 time: 0.8660 data_time: 0.0232 memory: 18413 grad_norm: 3.6645 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8197 loss: 1.8197 2022/08/10 20:47:14 - mmengine - INFO - Epoch(train) [12][300/1879] lr: 2.0000e-02 eta: 17:59:18 time: 0.8520 data_time: 0.0164 memory: 18413 grad_norm: 3.7068 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.7831 loss: 1.7831 2022/08/10 20:47:31 - mmengine - INFO - Epoch(train) [12][320/1879] lr: 2.0000e-02 eta: 17:58:58 time: 0.8555 data_time: 0.0191 memory: 18413 grad_norm: 3.6810 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4488 loss: 1.4488 2022/08/10 20:47:41 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 20:47:48 - mmengine - INFO - Epoch(train) [12][340/1879] lr: 2.0000e-02 eta: 17:58:38 time: 0.8577 data_time: 0.0223 memory: 18413 grad_norm: 3.6972 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4941 loss: 1.4941 2022/08/10 20:48:05 - mmengine - INFO - Epoch(train) [12][360/1879] lr: 2.0000e-02 eta: 17:58:17 time: 0.8478 data_time: 0.0170 memory: 18413 grad_norm: 3.8564 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7034 loss: 1.7034 2022/08/10 20:48:22 - mmengine - INFO - Epoch(train) [12][380/1879] lr: 2.0000e-02 eta: 17:57:57 time: 0.8516 data_time: 0.0224 memory: 18413 grad_norm: 3.8742 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9030 loss: 1.9030 2022/08/10 20:48:40 - mmengine - INFO - Epoch(train) [12][400/1879] lr: 2.0000e-02 eta: 17:57:37 time: 0.8512 data_time: 0.0188 memory: 18413 grad_norm: 3.7470 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.6674 loss: 1.6674 2022/08/10 20:48:57 - mmengine - INFO - Epoch(train) [12][420/1879] lr: 2.0000e-02 eta: 17:57:17 time: 0.8516 data_time: 0.0182 memory: 18413 grad_norm: 3.7990 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5549 loss: 1.5549 2022/08/10 20:49:14 - mmengine - INFO - Epoch(train) [12][440/1879] lr: 2.0000e-02 eta: 17:56:57 time: 0.8541 data_time: 0.0171 memory: 18413 grad_norm: 3.8084 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4755 loss: 1.4755 2022/08/10 20:49:31 - mmengine - INFO - Epoch(train) [12][460/1879] lr: 2.0000e-02 eta: 17:56:36 time: 0.8501 data_time: 0.0163 memory: 18413 grad_norm: 3.8918 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8403 loss: 1.8403 2022/08/10 20:49:48 - mmengine - INFO - Epoch(train) [12][480/1879] lr: 2.0000e-02 eta: 17:56:16 time: 0.8466 data_time: 0.0176 memory: 18413 grad_norm: 3.7481 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8809 loss: 1.8809 2022/08/10 20:50:05 - mmengine - INFO - Epoch(train) [12][500/1879] lr: 2.0000e-02 eta: 17:55:56 time: 0.8534 data_time: 0.0157 memory: 18413 grad_norm: 3.7433 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.6595 loss: 1.6595 2022/08/10 20:50:23 - mmengine - INFO - Epoch(train) [12][520/1879] lr: 2.0000e-02 eta: 17:55:39 time: 0.8966 data_time: 0.0579 memory: 18413 grad_norm: 3.6507 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.6375 loss: 1.6375 2022/08/10 20:50:40 - mmengine - INFO - Epoch(train) [12][540/1879] lr: 2.0000e-02 eta: 17:55:19 time: 0.8514 data_time: 0.0168 memory: 18413 grad_norm: 3.7778 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7721 loss: 1.7721 2022/08/10 20:50:57 - mmengine - INFO - Epoch(train) [12][560/1879] lr: 2.0000e-02 eta: 17:54:58 time: 0.8491 data_time: 0.0169 memory: 18413 grad_norm: 3.7035 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.7751 loss: 1.7751 2022/08/10 20:51:14 - mmengine - INFO - Epoch(train) [12][580/1879] lr: 2.0000e-02 eta: 17:54:38 time: 0.8470 data_time: 0.0153 memory: 18413 grad_norm: 3.7943 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6996 loss: 1.6996 2022/08/10 20:51:31 - mmengine - INFO - Epoch(train) [12][600/1879] lr: 2.0000e-02 eta: 17:54:18 time: 0.8546 data_time: 0.0179 memory: 18413 grad_norm: 3.7107 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.7263 loss: 1.7263 2022/08/10 20:51:48 - mmengine - INFO - Epoch(train) [12][620/1879] lr: 2.0000e-02 eta: 17:53:58 time: 0.8523 data_time: 0.0172 memory: 18413 grad_norm: 3.9439 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7864 loss: 1.7864 2022/08/10 20:52:05 - mmengine - INFO - Epoch(train) [12][640/1879] lr: 2.0000e-02 eta: 17:53:37 time: 0.8507 data_time: 0.0179 memory: 18413 grad_norm: 3.8798 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8577 loss: 1.8577 2022/08/10 20:52:22 - mmengine - INFO - Epoch(train) [12][660/1879] lr: 2.0000e-02 eta: 17:53:18 time: 0.8602 data_time: 0.0167 memory: 18413 grad_norm: 3.7176 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.5027 loss: 1.5027 2022/08/10 20:52:39 - mmengine - INFO - Epoch(train) [12][680/1879] lr: 2.0000e-02 eta: 17:52:58 time: 0.8509 data_time: 0.0192 memory: 18413 grad_norm: 3.6728 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.6811 loss: 1.6811 2022/08/10 20:52:56 - mmengine - INFO - Epoch(train) [12][700/1879] lr: 2.0000e-02 eta: 17:52:38 time: 0.8499 data_time: 0.0162 memory: 18413 grad_norm: 3.7493 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8357 loss: 1.8357 2022/08/10 20:53:13 - mmengine - INFO - Epoch(train) [12][720/1879] lr: 2.0000e-02 eta: 17:52:17 time: 0.8472 data_time: 0.0174 memory: 18413 grad_norm: 3.7380 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5640 loss: 1.5640 2022/08/10 20:53:30 - mmengine - INFO - Epoch(train) [12][740/1879] lr: 2.0000e-02 eta: 17:51:57 time: 0.8513 data_time: 0.0171 memory: 18413 grad_norm: 3.7270 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.6231 loss: 1.6231 2022/08/10 20:53:47 - mmengine - INFO - Epoch(train) [12][760/1879] lr: 2.0000e-02 eta: 17:51:37 time: 0.8524 data_time: 0.0167 memory: 18413 grad_norm: 3.8297 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6364 loss: 1.6364 2022/08/10 20:54:04 - mmengine - INFO - Epoch(train) [12][780/1879] lr: 2.0000e-02 eta: 17:51:16 time: 0.8439 data_time: 0.0173 memory: 18413 grad_norm: 3.7467 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7178 loss: 1.7178 2022/08/10 20:54:21 - mmengine - INFO - Epoch(train) [12][800/1879] lr: 2.0000e-02 eta: 17:50:56 time: 0.8479 data_time: 0.0184 memory: 18413 grad_norm: 3.8324 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.5750 loss: 1.5750 2022/08/10 20:54:38 - mmengine - INFO - Epoch(train) [12][820/1879] lr: 2.0000e-02 eta: 17:50:36 time: 0.8501 data_time: 0.0165 memory: 18413 grad_norm: 3.7123 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7427 loss: 1.7427 2022/08/10 20:54:55 - mmengine - INFO - Epoch(train) [12][840/1879] lr: 2.0000e-02 eta: 17:50:16 time: 0.8506 data_time: 0.0174 memory: 18413 grad_norm: 3.8387 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.7461 loss: 1.7461 2022/08/10 20:55:12 - mmengine - INFO - Epoch(train) [12][860/1879] lr: 2.0000e-02 eta: 17:49:56 time: 0.8560 data_time: 0.0181 memory: 18413 grad_norm: 3.7350 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6306 loss: 1.6306 2022/08/10 20:55:29 - mmengine - INFO - Epoch(train) [12][880/1879] lr: 2.0000e-02 eta: 17:49:36 time: 0.8496 data_time: 0.0186 memory: 18413 grad_norm: 3.6895 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7059 loss: 1.7059 2022/08/10 20:55:46 - mmengine - INFO - Epoch(train) [12][900/1879] lr: 2.0000e-02 eta: 17:49:15 time: 0.8468 data_time: 0.0154 memory: 18413 grad_norm: 3.7674 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6910 loss: 1.6910 2022/08/10 20:56:03 - mmengine - INFO - Epoch(train) [12][920/1879] lr: 2.0000e-02 eta: 17:48:55 time: 0.8438 data_time: 0.0187 memory: 18413 grad_norm: 3.7583 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8244 loss: 1.8244 2022/08/10 20:56:20 - mmengine - INFO - Epoch(train) [12][940/1879] lr: 2.0000e-02 eta: 17:48:34 time: 0.8445 data_time: 0.0173 memory: 18413 grad_norm: 3.7637 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6813 loss: 1.6813 2022/08/10 20:56:37 - mmengine - INFO - Epoch(train) [12][960/1879] lr: 2.0000e-02 eta: 17:48:14 time: 0.8489 data_time: 0.0168 memory: 18413 grad_norm: 3.7441 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5795 loss: 1.5795 2022/08/10 20:56:54 - mmengine - INFO - Epoch(train) [12][980/1879] lr: 2.0000e-02 eta: 17:47:54 time: 0.8479 data_time: 0.0168 memory: 18413 grad_norm: 3.8121 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.2849 loss: 1.2849 2022/08/10 20:57:11 - mmengine - INFO - Epoch(train) [12][1000/1879] lr: 2.0000e-02 eta: 17:47:33 time: 0.8481 data_time: 0.0173 memory: 18413 grad_norm: 3.7328 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5080 loss: 1.5080 2022/08/10 20:57:27 - mmengine - INFO - Epoch(train) [12][1020/1879] lr: 2.0000e-02 eta: 17:47:13 time: 0.8441 data_time: 0.0165 memory: 18413 grad_norm: 3.7163 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5963 loss: 1.5963 2022/08/10 20:57:44 - mmengine - INFO - Epoch(train) [12][1040/1879] lr: 2.0000e-02 eta: 17:46:53 time: 0.8521 data_time: 0.0174 memory: 18413 grad_norm: 3.7548 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.6910 loss: 1.6910 2022/08/10 20:58:02 - mmengine - INFO - Epoch(train) [12][1060/1879] lr: 2.0000e-02 eta: 17:46:34 time: 0.8696 data_time: 0.0167 memory: 18413 grad_norm: 3.8155 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 1.7252 loss: 1.7252 2022/08/10 20:58:19 - mmengine - INFO - Epoch(train) [12][1080/1879] lr: 2.0000e-02 eta: 17:46:14 time: 0.8448 data_time: 0.0170 memory: 18413 grad_norm: 3.7694 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.7662 loss: 1.7662 2022/08/10 20:58:36 - mmengine - INFO - Epoch(train) [12][1100/1879] lr: 2.0000e-02 eta: 17:45:53 time: 0.8455 data_time: 0.0187 memory: 18413 grad_norm: 3.8091 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.5197 loss: 1.5197 2022/08/10 20:58:53 - mmengine - INFO - Epoch(train) [12][1120/1879] lr: 2.0000e-02 eta: 17:45:33 time: 0.8495 data_time: 0.0169 memory: 18413 grad_norm: 3.6203 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.6095 loss: 1.6095 2022/08/10 20:59:10 - mmengine - INFO - Epoch(train) [12][1140/1879] lr: 2.0000e-02 eta: 17:45:13 time: 0.8532 data_time: 0.0183 memory: 18413 grad_norm: 3.8146 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 1.5540 loss: 1.5540 2022/08/10 20:59:27 - mmengine - INFO - Epoch(train) [12][1160/1879] lr: 2.0000e-02 eta: 17:44:53 time: 0.8502 data_time: 0.0183 memory: 18413 grad_norm: 3.8855 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7388 loss: 1.7388 2022/08/10 20:59:44 - mmengine - INFO - Epoch(train) [12][1180/1879] lr: 2.0000e-02 eta: 17:44:33 time: 0.8495 data_time: 0.0175 memory: 18413 grad_norm: 3.6545 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5910 loss: 1.5910 2022/08/10 21:00:01 - mmengine - INFO - Epoch(train) [12][1200/1879] lr: 2.0000e-02 eta: 17:44:13 time: 0.8568 data_time: 0.0182 memory: 18413 grad_norm: 3.6844 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7355 loss: 1.7355 2022/08/10 21:00:18 - mmengine - INFO - Epoch(train) [12][1220/1879] lr: 2.0000e-02 eta: 17:43:53 time: 0.8462 data_time: 0.0166 memory: 18413 grad_norm: 3.7518 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 1.7342 loss: 1.7342 2022/08/10 21:00:35 - mmengine - INFO - Epoch(train) [12][1240/1879] lr: 2.0000e-02 eta: 17:43:34 time: 0.8647 data_time: 0.0179 memory: 18413 grad_norm: 3.7537 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.7032 loss: 1.7032 2022/08/10 21:00:52 - mmengine - INFO - Epoch(train) [12][1260/1879] lr: 2.0000e-02 eta: 17:43:14 time: 0.8469 data_time: 0.0170 memory: 18413 grad_norm: 3.6690 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7729 loss: 1.7729 2022/08/10 21:01:09 - mmengine - INFO - Epoch(train) [12][1280/1879] lr: 2.0000e-02 eta: 17:42:53 time: 0.8492 data_time: 0.0172 memory: 18413 grad_norm: 3.6394 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.7124 loss: 1.7124 2022/08/10 21:01:26 - mmengine - INFO - Epoch(train) [12][1300/1879] lr: 2.0000e-02 eta: 17:42:33 time: 0.8464 data_time: 0.0167 memory: 18413 grad_norm: 3.7793 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5801 loss: 1.5801 2022/08/10 21:01:43 - mmengine - INFO - Epoch(train) [12][1320/1879] lr: 2.0000e-02 eta: 17:42:13 time: 0.8432 data_time: 0.0169 memory: 18413 grad_norm: 3.7367 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7041 loss: 1.7041 2022/08/10 21:01:52 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 21:02:00 - mmengine - INFO - Epoch(train) [12][1340/1879] lr: 2.0000e-02 eta: 17:41:53 time: 0.8538 data_time: 0.0166 memory: 18413 grad_norm: 3.7979 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.4925 loss: 1.4925 2022/08/10 21:02:17 - mmengine - INFO - Epoch(train) [12][1360/1879] lr: 2.0000e-02 eta: 17:41:33 time: 0.8535 data_time: 0.0181 memory: 18413 grad_norm: 3.8638 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.4794 loss: 1.4794 2022/08/10 21:02:34 - mmengine - INFO - Epoch(train) [12][1380/1879] lr: 2.0000e-02 eta: 17:41:13 time: 0.8495 data_time: 0.0169 memory: 18413 grad_norm: 3.8235 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.6363 loss: 1.6363 2022/08/10 21:02:51 - mmengine - INFO - Epoch(train) [12][1400/1879] lr: 2.0000e-02 eta: 17:40:53 time: 0.8535 data_time: 0.0168 memory: 18413 grad_norm: 3.7865 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.7203 loss: 1.7203 2022/08/10 21:03:08 - mmengine - INFO - Epoch(train) [12][1420/1879] lr: 2.0000e-02 eta: 17:40:33 time: 0.8431 data_time: 0.0170 memory: 18413 grad_norm: 3.8064 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.7665 loss: 1.7665 2022/08/10 21:03:25 - mmengine - INFO - Epoch(train) [12][1440/1879] lr: 2.0000e-02 eta: 17:40:13 time: 0.8537 data_time: 0.0172 memory: 18413 grad_norm: 3.8400 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.6815 loss: 1.6815 2022/08/10 21:03:42 - mmengine - INFO - Epoch(train) [12][1460/1879] lr: 2.0000e-02 eta: 17:39:53 time: 0.8505 data_time: 0.0174 memory: 18413 grad_norm: 3.8429 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7109 loss: 1.7109 2022/08/10 21:03:59 - mmengine - INFO - Epoch(train) [12][1480/1879] lr: 2.0000e-02 eta: 17:39:33 time: 0.8496 data_time: 0.0169 memory: 18413 grad_norm: 3.7365 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7466 loss: 1.7466 2022/08/10 21:04:16 - mmengine - INFO - Epoch(train) [12][1500/1879] lr: 2.0000e-02 eta: 17:39:13 time: 0.8472 data_time: 0.0165 memory: 18413 grad_norm: 3.6847 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6499 loss: 1.6499 2022/08/10 21:04:33 - mmengine - INFO - Epoch(train) [12][1520/1879] lr: 2.0000e-02 eta: 17:38:52 time: 0.8452 data_time: 0.0183 memory: 18413 grad_norm: 3.7173 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.5576 loss: 1.5576 2022/08/10 21:04:50 - mmengine - INFO - Epoch(train) [12][1540/1879] lr: 2.0000e-02 eta: 17:38:32 time: 0.8463 data_time: 0.0170 memory: 18413 grad_norm: 3.6963 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5505 loss: 1.5505 2022/08/10 21:05:07 - mmengine - INFO - Epoch(train) [12][1560/1879] lr: 2.0000e-02 eta: 17:38:13 time: 0.8568 data_time: 0.0180 memory: 18413 grad_norm: 3.6994 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.6191 loss: 1.6191 2022/08/10 21:05:25 - mmengine - INFO - Epoch(train) [12][1580/1879] lr: 2.0000e-02 eta: 17:37:55 time: 0.8909 data_time: 0.0626 memory: 18413 grad_norm: 3.6991 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7590 loss: 1.7590 2022/08/10 21:05:42 - mmengine - INFO - Epoch(train) [12][1600/1879] lr: 2.0000e-02 eta: 17:37:35 time: 0.8432 data_time: 0.0171 memory: 18413 grad_norm: 3.6734 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.7209 loss: 1.7209 2022/08/10 21:05:59 - mmengine - INFO - Epoch(train) [12][1620/1879] lr: 2.0000e-02 eta: 17:37:15 time: 0.8452 data_time: 0.0168 memory: 18413 grad_norm: 3.7518 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7057 loss: 1.7057 2022/08/10 21:06:16 - mmengine - INFO - Epoch(train) [12][1640/1879] lr: 2.0000e-02 eta: 17:36:55 time: 0.8524 data_time: 0.0167 memory: 18413 grad_norm: 3.6700 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5109 loss: 1.5109 2022/08/10 21:06:33 - mmengine - INFO - Epoch(train) [12][1660/1879] lr: 2.0000e-02 eta: 17:36:35 time: 0.8521 data_time: 0.0183 memory: 18413 grad_norm: 3.8124 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.7360 loss: 1.7360 2022/08/10 21:06:50 - mmengine - INFO - Epoch(train) [12][1680/1879] lr: 2.0000e-02 eta: 17:36:15 time: 0.8498 data_time: 0.0170 memory: 18413 grad_norm: 3.7736 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.4328 loss: 1.4328 2022/08/10 21:07:07 - mmengine - INFO - Epoch(train) [12][1700/1879] lr: 2.0000e-02 eta: 17:35:55 time: 0.8542 data_time: 0.0190 memory: 18413 grad_norm: 3.7542 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6624 loss: 1.6624 2022/08/10 21:07:24 - mmengine - INFO - Epoch(train) [12][1720/1879] lr: 2.0000e-02 eta: 17:35:35 time: 0.8479 data_time: 0.0161 memory: 18413 grad_norm: 3.7750 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.6659 loss: 1.6659 2022/08/10 21:07:41 - mmengine - INFO - Epoch(train) [12][1740/1879] lr: 2.0000e-02 eta: 17:35:15 time: 0.8500 data_time: 0.0181 memory: 18413 grad_norm: 3.6737 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.6449 loss: 1.6449 2022/08/10 21:07:58 - mmengine - INFO - Epoch(train) [12][1760/1879] lr: 2.0000e-02 eta: 17:34:56 time: 0.8584 data_time: 0.0165 memory: 18413 grad_norm: 3.6615 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.7050 loss: 1.7050 2022/08/10 21:08:16 - mmengine - INFO - Epoch(train) [12][1780/1879] lr: 2.0000e-02 eta: 17:34:40 time: 0.9121 data_time: 0.0176 memory: 18413 grad_norm: 3.7626 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.6449 loss: 1.6449 2022/08/10 21:08:33 - mmengine - INFO - Epoch(train) [12][1800/1879] lr: 2.0000e-02 eta: 17:34:20 time: 0.8552 data_time: 0.0166 memory: 18413 grad_norm: 3.8303 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.6869 loss: 1.6869 2022/08/10 21:08:50 - mmengine - INFO - Epoch(train) [12][1820/1879] lr: 2.0000e-02 eta: 17:34:01 time: 0.8514 data_time: 0.0172 memory: 18413 grad_norm: 3.7301 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5301 loss: 1.5301 2022/08/10 21:09:13 - mmengine - INFO - Epoch(train) [12][1840/1879] lr: 2.0000e-02 eta: 17:33:58 time: 1.1168 data_time: 0.0165 memory: 18413 grad_norm: 3.8087 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6325 loss: 1.6325 2022/08/10 21:09:30 - mmengine - INFO - Epoch(train) [12][1860/1879] lr: 2.0000e-02 eta: 17:33:38 time: 0.8550 data_time: 0.0166 memory: 18413 grad_norm: 3.7086 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9992 loss: 1.9992 2022/08/10 21:09:46 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 21:09:46 - mmengine - INFO - Epoch(train) [12][1879/1879] lr: 2.0000e-02 eta: 17:33:38 time: 0.8835 data_time: 0.0156 memory: 18413 grad_norm: 3.8383 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 1.6498 loss: 1.6498 2022/08/10 21:09:47 - mmengine - INFO - Saving checkpoint at 12 epochs 2022/08/10 21:10:06 - mmengine - INFO - Epoch(val) [12][20/155] eta: 0:01:54 time: 0.8495 data_time: 0.6116 memory: 2590 2022/08/10 21:10:15 - mmengine - INFO - Epoch(val) [12][40/155] eta: 0:00:50 time: 0.4394 data_time: 0.2030 memory: 2590 2022/08/10 21:10:28 - mmengine - INFO - Epoch(val) [12][60/155] eta: 0:01:05 time: 0.6944 data_time: 0.4616 memory: 2590 2022/08/10 21:10:41 - mmengine - INFO - Epoch(val) [12][80/155] eta: 0:00:47 time: 0.6363 data_time: 0.4023 memory: 2590 2022/08/10 21:10:53 - mmengine - INFO - Epoch(val) [12][100/155] eta: 0:00:33 time: 0.6079 data_time: 0.3752 memory: 2590 2022/08/10 21:11:01 - mmengine - INFO - Epoch(val) [12][120/155] eta: 0:00:12 time: 0.3697 data_time: 0.1350 memory: 2590 2022/08/10 21:11:11 - mmengine - INFO - Epoch(val) [12][140/155] eta: 0:00:07 time: 0.5065 data_time: 0.2731 memory: 2590 2022/08/10 21:12:03 - mmengine - INFO - Epoch(val) [12][155/155] acc/top1: 0.5823 acc/top5: 0.8249 acc/mean1: 0.5822 2022/08/10 21:12:32 - mmengine - INFO - Epoch(train) [13][20/1879] lr: 2.0000e-02 eta: 17:32:44 time: 1.4251 data_time: 0.1832 memory: 18413 grad_norm: 3.6525 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5460 loss: 1.5460 2022/08/10 21:12:50 - mmengine - INFO - Epoch(train) [13][40/1879] lr: 2.0000e-02 eta: 17:32:30 time: 0.9309 data_time: 0.0205 memory: 18413 grad_norm: 3.7086 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6750 loss: 1.6750 2022/08/10 21:13:11 - mmengine - INFO - Epoch(train) [13][60/1879] lr: 2.0000e-02 eta: 17:32:22 time: 1.0494 data_time: 0.0188 memory: 18413 grad_norm: 3.6269 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.4782 loss: 1.4782 2022/08/10 21:13:29 - mmengine - INFO - Epoch(train) [13][80/1879] lr: 2.0000e-02 eta: 17:32:03 time: 0.8643 data_time: 0.0182 memory: 18413 grad_norm: 3.7658 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.6960 loss: 1.6960 2022/08/10 21:13:46 - mmengine - INFO - Epoch(train) [13][100/1879] lr: 2.0000e-02 eta: 17:31:44 time: 0.8565 data_time: 0.0166 memory: 18413 grad_norm: 3.7765 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.5390 loss: 1.5390 2022/08/10 21:14:03 - mmengine - INFO - Epoch(train) [13][120/1879] lr: 2.0000e-02 eta: 17:31:24 time: 0.8528 data_time: 0.0179 memory: 18413 grad_norm: 3.7360 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.6039 loss: 1.6039 2022/08/10 21:14:20 - mmengine - INFO - Epoch(train) [13][140/1879] lr: 2.0000e-02 eta: 17:31:04 time: 0.8548 data_time: 0.0208 memory: 18413 grad_norm: 3.8688 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.7344 loss: 1.7344 2022/08/10 21:14:37 - mmengine - INFO - Epoch(train) [13][160/1879] lr: 2.0000e-02 eta: 17:30:45 time: 0.8564 data_time: 0.0178 memory: 18413 grad_norm: 3.6744 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.6032 loss: 1.6032 2022/08/10 21:14:54 - mmengine - INFO - Epoch(train) [13][180/1879] lr: 2.0000e-02 eta: 17:30:26 time: 0.8607 data_time: 0.0183 memory: 18413 grad_norm: 3.8949 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 1.7782 loss: 1.7782 2022/08/10 21:15:12 - mmengine - INFO - Epoch(train) [13][200/1879] lr: 2.0000e-02 eta: 17:30:07 time: 0.8609 data_time: 0.0173 memory: 18413 grad_norm: 3.8154 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.4391 loss: 1.4391 2022/08/10 21:15:29 - mmengine - INFO - Epoch(train) [13][220/1879] lr: 2.0000e-02 eta: 17:29:47 time: 0.8524 data_time: 0.0179 memory: 18413 grad_norm: 3.7142 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4836 loss: 1.4836 2022/08/10 21:15:46 - mmengine - INFO - Epoch(train) [13][240/1879] lr: 2.0000e-02 eta: 17:29:28 time: 0.8647 data_time: 0.0193 memory: 18413 grad_norm: 3.7677 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.6115 loss: 1.6115 2022/08/10 21:16:03 - mmengine - INFO - Epoch(train) [13][260/1879] lr: 2.0000e-02 eta: 17:29:09 time: 0.8625 data_time: 0.0183 memory: 18413 grad_norm: 3.7851 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.6210 loss: 1.6210 2022/08/10 21:16:20 - mmengine - INFO - Epoch(train) [13][280/1879] lr: 2.0000e-02 eta: 17:28:50 time: 0.8636 data_time: 0.0185 memory: 18413 grad_norm: 3.7263 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5487 loss: 1.5487 2022/08/10 21:16:40 - mmengine - INFO - Epoch(train) [13][300/1879] lr: 2.0000e-02 eta: 17:28:38 time: 0.9840 data_time: 0.0175 memory: 18413 grad_norm: 3.7310 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4988 loss: 1.4988 2022/08/10 21:16:57 - mmengine - INFO - Epoch(train) [13][320/1879] lr: 2.0000e-02 eta: 17:28:19 time: 0.8555 data_time: 0.0179 memory: 18413 grad_norm: 3.8319 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.6031 loss: 1.6031 2022/08/10 21:17:14 - mmengine - INFO - Epoch(train) [13][340/1879] lr: 2.0000e-02 eta: 17:27:59 time: 0.8593 data_time: 0.0182 memory: 18413 grad_norm: 3.6847 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6832 loss: 1.6832 2022/08/10 21:17:33 - mmengine - INFO - Epoch(train) [13][360/1879] lr: 2.0000e-02 eta: 17:27:44 time: 0.9218 data_time: 0.0182 memory: 18413 grad_norm: 3.6880 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.6863 loss: 1.6863 2022/08/10 21:17:51 - mmengine - INFO - Epoch(train) [13][380/1879] lr: 2.0000e-02 eta: 17:27:27 time: 0.8954 data_time: 0.0167 memory: 18413 grad_norm: 3.6882 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.6297 loss: 1.6297 2022/08/10 21:18:11 - mmengine - INFO - Epoch(train) [13][400/1879] lr: 2.0000e-02 eta: 17:27:17 time: 1.0094 data_time: 0.0182 memory: 18413 grad_norm: 3.7849 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6010 loss: 1.6010 2022/08/10 21:18:28 - mmengine - INFO - Epoch(train) [13][420/1879] lr: 2.0000e-02 eta: 17:26:57 time: 0.8501 data_time: 0.0179 memory: 18413 grad_norm: 3.8019 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5444 loss: 1.5444 2022/08/10 21:18:47 - mmengine - INFO - Epoch(train) [13][440/1879] lr: 2.0000e-02 eta: 17:26:43 time: 0.9488 data_time: 0.0182 memory: 18413 grad_norm: 3.7604 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.6502 loss: 1.6502 2022/08/10 21:18:57 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 21:19:04 - mmengine - INFO - Epoch(train) [13][460/1879] lr: 2.0000e-02 eta: 17:26:24 time: 0.8551 data_time: 0.0173 memory: 18413 grad_norm: 3.7964 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7214 loss: 1.7214 2022/08/10 21:19:21 - mmengine - INFO - Epoch(train) [13][480/1879] lr: 2.0000e-02 eta: 17:26:04 time: 0.8540 data_time: 0.0185 memory: 18413 grad_norm: 3.8202 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.6203 loss: 1.6203 2022/08/10 21:19:38 - mmengine - INFO - Epoch(train) [13][500/1879] lr: 2.0000e-02 eta: 17:25:45 time: 0.8575 data_time: 0.0235 memory: 18413 grad_norm: 3.7904 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 1.4671 loss: 1.4671 2022/08/10 21:19:56 - mmengine - INFO - Epoch(train) [13][520/1879] lr: 2.0000e-02 eta: 17:25:27 time: 0.8892 data_time: 0.0188 memory: 18413 grad_norm: 3.6583 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.6732 loss: 1.6732 2022/08/10 21:20:13 - mmengine - INFO - Epoch(train) [13][540/1879] lr: 2.0000e-02 eta: 17:25:08 time: 0.8587 data_time: 0.0178 memory: 18413 grad_norm: 3.7085 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.7722 loss: 1.7722 2022/08/10 21:20:36 - mmengine - INFO - Epoch(train) [13][560/1879] lr: 2.0000e-02 eta: 17:25:05 time: 1.1273 data_time: 0.0197 memory: 18413 grad_norm: 3.7571 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.7844 loss: 1.7844 2022/08/10 21:20:53 - mmengine - INFO - Epoch(train) [13][580/1879] lr: 2.0000e-02 eta: 17:24:46 time: 0.8539 data_time: 0.0168 memory: 18413 grad_norm: 3.7787 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.4629 loss: 1.4629 2022/08/10 21:21:16 - mmengine - INFO - Epoch(train) [13][600/1879] lr: 2.0000e-02 eta: 17:24:44 time: 1.1443 data_time: 0.1408 memory: 18413 grad_norm: 3.7641 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.7907 loss: 1.7907 2022/08/10 21:21:33 - mmengine - INFO - Epoch(train) [13][620/1879] lr: 2.0000e-02 eta: 17:24:24 time: 0.8554 data_time: 0.0167 memory: 18413 grad_norm: 3.7745 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6414 loss: 1.6414 2022/08/10 21:21:51 - mmengine - INFO - Epoch(train) [13][640/1879] lr: 2.0000e-02 eta: 17:24:06 time: 0.8820 data_time: 0.0169 memory: 18413 grad_norm: 3.8062 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.6857 loss: 1.6857 2022/08/10 21:22:08 - mmengine - INFO - Epoch(train) [13][660/1879] lr: 2.0000e-02 eta: 17:23:47 time: 0.8607 data_time: 0.0180 memory: 18413 grad_norm: 3.6864 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.5774 loss: 1.5774 2022/08/10 21:22:25 - mmengine - INFO - Epoch(train) [13][680/1879] lr: 2.0000e-02 eta: 17:23:28 time: 0.8670 data_time: 0.0231 memory: 18413 grad_norm: 3.8215 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6175 loss: 1.6175 2022/08/10 21:22:44 - mmengine - INFO - Epoch(train) [13][700/1879] lr: 2.0000e-02 eta: 17:23:13 time: 0.9202 data_time: 0.0262 memory: 18413 grad_norm: 3.7801 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.6371 loss: 1.6371 2022/08/10 21:23:01 - mmengine - INFO - Epoch(train) [13][720/1879] lr: 2.0000e-02 eta: 17:22:53 time: 0.8596 data_time: 0.0238 memory: 18413 grad_norm: 3.7310 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7937 loss: 1.7937 2022/08/10 21:23:18 - mmengine - INFO - Epoch(train) [13][740/1879] lr: 2.0000e-02 eta: 17:22:34 time: 0.8540 data_time: 0.0180 memory: 18413 grad_norm: 3.6475 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5476 loss: 1.5476 2022/08/10 21:23:35 - mmengine - INFO - Epoch(train) [13][760/1879] lr: 2.0000e-02 eta: 17:22:14 time: 0.8552 data_time: 0.0185 memory: 18413 grad_norm: 3.7808 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6728 loss: 1.6728 2022/08/10 21:23:52 - mmengine - INFO - Epoch(train) [13][780/1879] lr: 2.0000e-02 eta: 17:21:56 time: 0.8682 data_time: 0.0190 memory: 18413 grad_norm: 3.8847 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.6613 loss: 1.6613 2022/08/10 21:24:10 - mmengine - INFO - Epoch(train) [13][800/1879] lr: 2.0000e-02 eta: 17:21:39 time: 0.9003 data_time: 0.0180 memory: 18413 grad_norm: 3.7139 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.5835 loss: 1.5835 2022/08/10 21:24:27 - mmengine - INFO - Epoch(train) [13][820/1879] lr: 2.0000e-02 eta: 17:21:19 time: 0.8538 data_time: 0.0183 memory: 18413 grad_norm: 3.7643 top1_acc: 0.4375 top5_acc: 0.9375 loss_cls: 1.7508 loss: 1.7508 2022/08/10 21:24:44 - mmengine - INFO - Epoch(train) [13][840/1879] lr: 2.0000e-02 eta: 17:20:59 time: 0.8505 data_time: 0.0189 memory: 18413 grad_norm: 3.7428 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.5907 loss: 1.5907 2022/08/10 21:25:02 - mmengine - INFO - Epoch(train) [13][860/1879] lr: 2.0000e-02 eta: 17:20:40 time: 0.8601 data_time: 0.0166 memory: 18413 grad_norm: 3.7747 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 1.6395 loss: 1.6395 2022/08/10 21:25:19 - mmengine - INFO - Epoch(train) [13][880/1879] lr: 2.0000e-02 eta: 17:20:23 time: 0.8884 data_time: 0.0511 memory: 18413 grad_norm: 3.7664 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.7232 loss: 1.7232 2022/08/10 21:25:36 - mmengine - INFO - Epoch(train) [13][900/1879] lr: 2.0000e-02 eta: 17:20:03 time: 0.8539 data_time: 0.0184 memory: 18413 grad_norm: 3.7169 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5498 loss: 1.5498 2022/08/10 21:25:56 - mmengine - INFO - Epoch(train) [13][920/1879] lr: 2.0000e-02 eta: 17:19:51 time: 0.9735 data_time: 0.0188 memory: 18413 grad_norm: 3.7940 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.5933 loss: 1.5933 2022/08/10 21:26:13 - mmengine - INFO - Epoch(train) [13][940/1879] lr: 2.0000e-02 eta: 17:19:31 time: 0.8468 data_time: 0.0171 memory: 18413 grad_norm: 3.8617 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.7304 loss: 1.7304 2022/08/10 21:26:30 - mmengine - INFO - Epoch(train) [13][960/1879] lr: 2.0000e-02 eta: 17:19:11 time: 0.8594 data_time: 0.0207 memory: 18413 grad_norm: 3.7558 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.6020 loss: 1.6020 2022/08/10 21:26:47 - mmengine - INFO - Epoch(train) [13][980/1879] lr: 2.0000e-02 eta: 17:18:52 time: 0.8500 data_time: 0.0150 memory: 18413 grad_norm: 3.7965 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.6368 loss: 1.6368 2022/08/10 21:27:04 - mmengine - INFO - Epoch(train) [13][1000/1879] lr: 2.0000e-02 eta: 17:18:32 time: 0.8618 data_time: 0.0199 memory: 18413 grad_norm: 3.7697 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5573 loss: 1.5573 2022/08/10 21:27:21 - mmengine - INFO - Epoch(train) [13][1020/1879] lr: 2.0000e-02 eta: 17:18:13 time: 0.8526 data_time: 0.0184 memory: 18413 grad_norm: 3.8364 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.6539 loss: 1.6539 2022/08/10 21:27:39 - mmengine - INFO - Epoch(train) [13][1040/1879] lr: 2.0000e-02 eta: 17:17:54 time: 0.8632 data_time: 0.0249 memory: 18413 grad_norm: 3.8398 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.6059 loss: 1.6059 2022/08/10 21:27:56 - mmengine - INFO - Epoch(train) [13][1060/1879] lr: 2.0000e-02 eta: 17:17:35 time: 0.8738 data_time: 0.0175 memory: 18413 grad_norm: 3.6819 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.6637 loss: 1.6637 2022/08/10 21:28:13 - mmengine - INFO - Epoch(train) [13][1080/1879] lr: 2.0000e-02 eta: 17:17:17 time: 0.8704 data_time: 0.0186 memory: 18413 grad_norm: 3.7481 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6245 loss: 1.6245 2022/08/10 21:28:30 - mmengine - INFO - Epoch(train) [13][1100/1879] lr: 2.0000e-02 eta: 17:16:57 time: 0.8470 data_time: 0.0172 memory: 18413 grad_norm: 3.8220 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.7266 loss: 1.7266 2022/08/10 21:28:47 - mmengine - INFO - Epoch(train) [13][1120/1879] lr: 2.0000e-02 eta: 17:16:37 time: 0.8521 data_time: 0.0197 memory: 18413 grad_norm: 3.7644 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5512 loss: 1.5512 2022/08/10 21:29:05 - mmengine - INFO - Epoch(train) [13][1140/1879] lr: 2.0000e-02 eta: 17:16:18 time: 0.8583 data_time: 0.0170 memory: 18413 grad_norm: 3.8154 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.8120 loss: 1.8120 2022/08/10 21:29:22 - mmengine - INFO - Epoch(train) [13][1160/1879] lr: 2.0000e-02 eta: 17:15:58 time: 0.8465 data_time: 0.0169 memory: 18413 grad_norm: 3.7741 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.7038 loss: 1.7038 2022/08/10 21:29:39 - mmengine - INFO - Epoch(train) [13][1180/1879] lr: 2.0000e-02 eta: 17:15:38 time: 0.8488 data_time: 0.0158 memory: 18413 grad_norm: 3.8178 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7372 loss: 1.7372 2022/08/10 21:29:56 - mmengine - INFO - Epoch(train) [13][1200/1879] lr: 2.0000e-02 eta: 17:15:19 time: 0.8534 data_time: 0.0250 memory: 18413 grad_norm: 3.8092 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6191 loss: 1.6191 2022/08/10 21:30:13 - mmengine - INFO - Epoch(train) [13][1220/1879] lr: 2.0000e-02 eta: 17:14:59 time: 0.8587 data_time: 0.0198 memory: 18413 grad_norm: 3.7882 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4755 loss: 1.4755 2022/08/10 21:30:30 - mmengine - INFO - Epoch(train) [13][1240/1879] lr: 2.0000e-02 eta: 17:14:40 time: 0.8622 data_time: 0.0296 memory: 18413 grad_norm: 3.7752 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.6074 loss: 1.6074 2022/08/10 21:30:47 - mmengine - INFO - Epoch(train) [13][1260/1879] lr: 2.0000e-02 eta: 17:14:21 time: 0.8486 data_time: 0.0167 memory: 18413 grad_norm: 3.7946 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8299 loss: 1.8299 2022/08/10 21:31:04 - mmengine - INFO - Epoch(train) [13][1280/1879] lr: 2.0000e-02 eta: 17:14:01 time: 0.8562 data_time: 0.0193 memory: 18413 grad_norm: 3.8190 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.7799 loss: 1.7799 2022/08/10 21:31:21 - mmengine - INFO - Epoch(train) [13][1300/1879] lr: 2.0000e-02 eta: 17:13:41 time: 0.8513 data_time: 0.0177 memory: 18413 grad_norm: 3.7277 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.5106 loss: 1.5106 2022/08/10 21:31:38 - mmengine - INFO - Epoch(train) [13][1320/1879] lr: 2.0000e-02 eta: 17:13:22 time: 0.8509 data_time: 0.0182 memory: 18413 grad_norm: 3.7421 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.6829 loss: 1.6829 2022/08/10 21:31:55 - mmengine - INFO - Epoch(train) [13][1340/1879] lr: 2.0000e-02 eta: 17:13:02 time: 0.8487 data_time: 0.0181 memory: 18413 grad_norm: 3.7350 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.7934 loss: 1.7934 2022/08/10 21:32:12 - mmengine - INFO - Epoch(train) [13][1360/1879] lr: 2.0000e-02 eta: 17:12:42 time: 0.8491 data_time: 0.0168 memory: 18413 grad_norm: 3.7290 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.6570 loss: 1.6570 2022/08/10 21:32:29 - mmengine - INFO - Epoch(train) [13][1380/1879] lr: 2.0000e-02 eta: 17:12:22 time: 0.8483 data_time: 0.0199 memory: 18413 grad_norm: 3.6867 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.7326 loss: 1.7326 2022/08/10 21:32:46 - mmengine - INFO - Epoch(train) [13][1400/1879] lr: 2.0000e-02 eta: 17:12:03 time: 0.8476 data_time: 0.0162 memory: 18413 grad_norm: 3.8064 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6304 loss: 1.6304 2022/08/10 21:33:03 - mmengine - INFO - Epoch(train) [13][1420/1879] lr: 2.0000e-02 eta: 17:11:43 time: 0.8469 data_time: 0.0186 memory: 18413 grad_norm: 3.6960 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5814 loss: 1.5814 2022/08/10 21:33:20 - mmengine - INFO - Epoch(train) [13][1440/1879] lr: 2.0000e-02 eta: 17:11:22 time: 0.8421 data_time: 0.0191 memory: 18413 grad_norm: 3.6675 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.6047 loss: 1.6047 2022/08/10 21:33:30 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 21:33:37 - mmengine - INFO - Epoch(train) [13][1460/1879] lr: 2.0000e-02 eta: 17:11:02 time: 0.8403 data_time: 0.0186 memory: 18413 grad_norm: 3.6711 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5734 loss: 1.5734 2022/08/10 21:33:54 - mmengine - INFO - Epoch(train) [13][1480/1879] lr: 2.0000e-02 eta: 17:10:42 time: 0.8491 data_time: 0.0189 memory: 18413 grad_norm: 3.7326 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5781 loss: 1.5781 2022/08/10 21:34:11 - mmengine - INFO - Epoch(train) [13][1500/1879] lr: 2.0000e-02 eta: 17:10:23 time: 0.8463 data_time: 0.0178 memory: 18413 grad_norm: 3.8123 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.5610 loss: 1.5610 2022/08/10 21:34:28 - mmengine - INFO - Epoch(train) [13][1520/1879] lr: 2.0000e-02 eta: 17:10:03 time: 0.8481 data_time: 0.0186 memory: 18413 grad_norm: 3.7102 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7212 loss: 1.7212 2022/08/10 21:34:44 - mmengine - INFO - Epoch(train) [13][1540/1879] lr: 2.0000e-02 eta: 17:09:43 time: 0.8468 data_time: 0.0193 memory: 18413 grad_norm: 3.7741 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5940 loss: 1.5940 2022/08/10 21:35:01 - mmengine - INFO - Epoch(train) [13][1560/1879] lr: 2.0000e-02 eta: 17:09:23 time: 0.8458 data_time: 0.0186 memory: 18413 grad_norm: 3.8025 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.6794 loss: 1.6794 2022/08/10 21:35:19 - mmengine - INFO - Epoch(train) [13][1580/1879] lr: 2.0000e-02 eta: 17:09:04 time: 0.8591 data_time: 0.0287 memory: 18413 grad_norm: 3.6345 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.6309 loss: 1.6309 2022/08/10 21:35:36 - mmengine - INFO - Epoch(train) [13][1600/1879] lr: 2.0000e-02 eta: 17:08:44 time: 0.8484 data_time: 0.0202 memory: 18413 grad_norm: 3.8303 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.8189 loss: 1.8189 2022/08/10 21:35:53 - mmengine - INFO - Epoch(train) [13][1620/1879] lr: 2.0000e-02 eta: 17:08:24 time: 0.8488 data_time: 0.0184 memory: 18413 grad_norm: 3.6939 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.4965 loss: 1.4965 2022/08/10 21:36:09 - mmengine - INFO - Epoch(train) [13][1640/1879] lr: 2.0000e-02 eta: 17:08:04 time: 0.8454 data_time: 0.0184 memory: 18413 grad_norm: 3.7857 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 1.6809 loss: 1.6809 2022/08/10 21:36:26 - mmengine - INFO - Epoch(train) [13][1660/1879] lr: 2.0000e-02 eta: 17:07:45 time: 0.8502 data_time: 0.0188 memory: 18413 grad_norm: 3.7602 top1_acc: 0.3125 top5_acc: 0.8125 loss_cls: 1.5725 loss: 1.5725 2022/08/10 21:36:43 - mmengine - INFO - Epoch(train) [13][1680/1879] lr: 2.0000e-02 eta: 17:07:25 time: 0.8491 data_time: 0.0203 memory: 18413 grad_norm: 3.7759 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6238 loss: 1.6238 2022/08/10 21:37:00 - mmengine - INFO - Epoch(train) [13][1700/1879] lr: 2.0000e-02 eta: 17:07:05 time: 0.8437 data_time: 0.0182 memory: 18413 grad_norm: 3.7635 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.6495 loss: 1.6495 2022/08/10 21:37:17 - mmengine - INFO - Epoch(train) [13][1720/1879] lr: 2.0000e-02 eta: 17:06:45 time: 0.8452 data_time: 0.0181 memory: 18413 grad_norm: 3.6393 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5490 loss: 1.5490 2022/08/10 21:37:34 - mmengine - INFO - Epoch(train) [13][1740/1879] lr: 2.0000e-02 eta: 17:06:25 time: 0.8477 data_time: 0.0184 memory: 18413 grad_norm: 3.7222 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8628 loss: 1.8628 2022/08/10 21:37:51 - mmengine - INFO - Epoch(train) [13][1760/1879] lr: 2.0000e-02 eta: 17:06:06 time: 0.8509 data_time: 0.0192 memory: 18413 grad_norm: 3.7784 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.6236 loss: 1.6236 2022/08/10 21:38:08 - mmengine - INFO - Epoch(train) [13][1780/1879] lr: 2.0000e-02 eta: 17:05:46 time: 0.8553 data_time: 0.0188 memory: 18413 grad_norm: 3.8782 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5492 loss: 1.5492 2022/08/10 21:38:25 - mmengine - INFO - Epoch(train) [13][1800/1879] lr: 2.0000e-02 eta: 17:05:27 time: 0.8522 data_time: 0.0188 memory: 18413 grad_norm: 3.7512 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5720 loss: 1.5720 2022/08/10 21:38:42 - mmengine - INFO - Epoch(train) [13][1820/1879] lr: 2.0000e-02 eta: 17:05:07 time: 0.8485 data_time: 0.0186 memory: 18413 grad_norm: 3.7333 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.6882 loss: 1.6882 2022/08/10 21:38:59 - mmengine - INFO - Epoch(train) [13][1840/1879] lr: 2.0000e-02 eta: 17:04:48 time: 0.8514 data_time: 0.0187 memory: 18413 grad_norm: 3.7330 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.6511 loss: 1.6511 2022/08/10 21:39:16 - mmengine - INFO - Epoch(train) [13][1860/1879] lr: 2.0000e-02 eta: 17:04:28 time: 0.8521 data_time: 0.0188 memory: 18413 grad_norm: 3.6682 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7398 loss: 1.7398 2022/08/10 21:39:32 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 21:39:32 - mmengine - INFO - Epoch(train) [13][1879/1879] lr: 2.0000e-02 eta: 17:04:28 time: 0.8192 data_time: 0.0159 memory: 18413 grad_norm: 3.7293 top1_acc: 0.2857 top5_acc: 0.7143 loss_cls: 1.6344 loss: 1.6344 2022/08/10 21:39:45 - mmengine - INFO - Epoch(val) [13][20/155] eta: 0:01:30 time: 0.6683 data_time: 0.4287 memory: 2590 2022/08/10 21:40:00 - mmengine - INFO - Epoch(val) [13][40/155] eta: 0:01:21 time: 0.7082 data_time: 0.4709 memory: 2590 2022/08/10 21:40:17 - mmengine - INFO - Epoch(val) [13][60/155] eta: 0:01:20 time: 0.8473 data_time: 0.6101 memory: 2590 2022/08/10 21:40:31 - mmengine - INFO - Epoch(val) [13][80/155] eta: 0:00:54 time: 0.7253 data_time: 0.4880 memory: 2590 2022/08/10 21:40:43 - mmengine - INFO - Epoch(val) [13][100/155] eta: 0:00:32 time: 0.5829 data_time: 0.3468 memory: 2590 2022/08/10 21:40:57 - mmengine - INFO - Epoch(val) [13][120/155] eta: 0:00:25 time: 0.7249 data_time: 0.4895 memory: 2590 2022/08/10 21:41:10 - mmengine - INFO - Epoch(val) [13][140/155] eta: 0:00:09 time: 0.6258 data_time: 0.3922 memory: 2590 2022/08/10 21:41:27 - mmengine - INFO - Epoch(val) [13][155/155] acc/top1: 0.6003 acc/top5: 0.8351 acc/mean1: 0.6001 2022/08/10 21:41:27 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_12.pth is removed 2022/08/10 21:41:29 - mmengine - INFO - The best checkpoint with 0.6003 acc/top1 at 14 epoch is saved to best_acc/top1_epoch_14.pth. 2022/08/10 21:41:55 - mmengine - INFO - Epoch(train) [14][20/1879] lr: 2.0000e-02 eta: 17:03:29 time: 1.2879 data_time: 0.1967 memory: 18413 grad_norm: 3.6544 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 1.6765 loss: 1.6765 2022/08/10 21:42:12 - mmengine - INFO - Epoch(train) [14][40/1879] lr: 2.0000e-02 eta: 17:03:09 time: 0.8452 data_time: 0.0197 memory: 18413 grad_norm: 3.7617 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.5990 loss: 1.5990 2022/08/10 21:42:29 - mmengine - INFO - Epoch(train) [14][60/1879] lr: 2.0000e-02 eta: 17:02:49 time: 0.8460 data_time: 0.0197 memory: 18413 grad_norm: 3.6924 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.4143 loss: 1.4143 2022/08/10 21:42:46 - mmengine - INFO - Epoch(train) [14][80/1879] lr: 2.0000e-02 eta: 17:02:31 time: 0.8722 data_time: 0.0168 memory: 18413 grad_norm: 3.7055 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5700 loss: 1.5700 2022/08/10 21:43:03 - mmengine - INFO - Epoch(train) [14][100/1879] lr: 2.0000e-02 eta: 17:02:11 time: 0.8513 data_time: 0.0192 memory: 18413 grad_norm: 3.7708 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.7459 loss: 1.7459 2022/08/10 21:43:20 - mmengine - INFO - Epoch(train) [14][120/1879] lr: 2.0000e-02 eta: 17:01:52 time: 0.8506 data_time: 0.0179 memory: 18413 grad_norm: 3.6744 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4415 loss: 1.4415 2022/08/10 21:43:37 - mmengine - INFO - Epoch(train) [14][140/1879] lr: 2.0000e-02 eta: 17:01:32 time: 0.8471 data_time: 0.0182 memory: 18413 grad_norm: 3.6849 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.5583 loss: 1.5583 2022/08/10 21:43:54 - mmengine - INFO - Epoch(train) [14][160/1879] lr: 2.0000e-02 eta: 17:01:13 time: 0.8539 data_time: 0.0190 memory: 18413 grad_norm: 3.7422 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.7597 loss: 1.7597 2022/08/10 21:44:11 - mmengine - INFO - Epoch(train) [14][180/1879] lr: 2.0000e-02 eta: 17:00:53 time: 0.8438 data_time: 0.0183 memory: 18413 grad_norm: 3.7354 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.6034 loss: 1.6034 2022/08/10 21:44:28 - mmengine - INFO - Epoch(train) [14][200/1879] lr: 2.0000e-02 eta: 17:00:33 time: 0.8454 data_time: 0.0184 memory: 18413 grad_norm: 3.7508 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.5801 loss: 1.5801 2022/08/10 21:44:45 - mmengine - INFO - Epoch(train) [14][220/1879] lr: 2.0000e-02 eta: 17:00:14 time: 0.8487 data_time: 0.0182 memory: 18413 grad_norm: 3.7242 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.6004 loss: 1.6004 2022/08/10 21:45:02 - mmengine - INFO - Epoch(train) [14][240/1879] lr: 2.0000e-02 eta: 16:59:54 time: 0.8520 data_time: 0.0187 memory: 18413 grad_norm: 3.8285 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.6435 loss: 1.6435 2022/08/10 21:45:20 - mmengine - INFO - Epoch(train) [14][260/1879] lr: 2.0000e-02 eta: 16:59:38 time: 0.9106 data_time: 0.0680 memory: 18413 grad_norm: 3.6756 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.6669 loss: 1.6669 2022/08/10 21:45:37 - mmengine - INFO - Epoch(train) [14][280/1879] lr: 2.0000e-02 eta: 16:59:19 time: 0.8643 data_time: 0.0173 memory: 18413 grad_norm: 3.8156 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6645 loss: 1.6645 2022/08/10 21:45:54 - mmengine - INFO - Epoch(train) [14][300/1879] lr: 2.0000e-02 eta: 16:59:00 time: 0.8556 data_time: 0.0192 memory: 18413 grad_norm: 3.7830 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4811 loss: 1.4811 2022/08/10 21:46:12 - mmengine - INFO - Epoch(train) [14][320/1879] lr: 2.0000e-02 eta: 16:58:41 time: 0.8598 data_time: 0.0180 memory: 18413 grad_norm: 3.6168 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.5186 loss: 1.5186 2022/08/10 21:46:29 - mmengine - INFO - Epoch(train) [14][340/1879] lr: 2.0000e-02 eta: 16:58:22 time: 0.8566 data_time: 0.0188 memory: 18413 grad_norm: 3.7337 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.3774 loss: 1.3774 2022/08/10 21:46:46 - mmengine - INFO - Epoch(train) [14][360/1879] lr: 2.0000e-02 eta: 16:58:03 time: 0.8542 data_time: 0.0182 memory: 18413 grad_norm: 3.8173 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5663 loss: 1.5663 2022/08/10 21:47:03 - mmengine - INFO - Epoch(train) [14][380/1879] lr: 2.0000e-02 eta: 16:57:43 time: 0.8535 data_time: 0.0175 memory: 18413 grad_norm: 3.7606 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.5639 loss: 1.5639 2022/08/10 21:47:20 - mmengine - INFO - Epoch(train) [14][400/1879] lr: 2.0000e-02 eta: 16:57:24 time: 0.8515 data_time: 0.0187 memory: 18413 grad_norm: 3.7852 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.6408 loss: 1.6408 2022/08/10 21:47:37 - mmengine - INFO - Epoch(train) [14][420/1879] lr: 2.0000e-02 eta: 16:57:04 time: 0.8508 data_time: 0.0178 memory: 18413 grad_norm: 3.8478 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.7142 loss: 1.7142 2022/08/10 21:47:55 - mmengine - INFO - Epoch(train) [14][440/1879] lr: 2.0000e-02 eta: 16:56:46 time: 0.8747 data_time: 0.0184 memory: 18413 grad_norm: 3.7727 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.6423 loss: 1.6423 2022/08/10 21:48:12 - mmengine - INFO - Epoch(train) [14][460/1879] lr: 2.0000e-02 eta: 16:56:27 time: 0.8495 data_time: 0.0199 memory: 18413 grad_norm: 3.6494 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.5797 loss: 1.5797 2022/08/10 21:48:28 - mmengine - INFO - Epoch(train) [14][480/1879] lr: 2.0000e-02 eta: 16:56:07 time: 0.8485 data_time: 0.0191 memory: 18413 grad_norm: 3.7209 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.4643 loss: 1.4643 2022/08/10 21:48:45 - mmengine - INFO - Epoch(train) [14][500/1879] lr: 2.0000e-02 eta: 16:55:48 time: 0.8499 data_time: 0.0188 memory: 18413 grad_norm: 3.8711 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.7347 loss: 1.7347 2022/08/10 21:49:02 - mmengine - INFO - Epoch(train) [14][520/1879] lr: 2.0000e-02 eta: 16:55:28 time: 0.8491 data_time: 0.0181 memory: 18413 grad_norm: 3.7568 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.7976 loss: 1.7976 2022/08/10 21:49:20 - mmengine - INFO - Epoch(train) [14][540/1879] lr: 2.0000e-02 eta: 16:55:09 time: 0.8603 data_time: 0.0191 memory: 18413 grad_norm: 3.6821 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.6858 loss: 1.6858 2022/08/10 21:49:37 - mmengine - INFO - Epoch(train) [14][560/1879] lr: 2.0000e-02 eta: 16:54:50 time: 0.8499 data_time: 0.0199 memory: 18413 grad_norm: 3.6176 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4416 loss: 1.4416 2022/08/10 21:49:48 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 21:49:54 - mmengine - INFO - Epoch(train) [14][580/1879] lr: 2.0000e-02 eta: 16:54:30 time: 0.8516 data_time: 0.0191 memory: 18413 grad_norm: 3.7040 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5478 loss: 1.5478 2022/08/10 21:50:11 - mmengine - INFO - Epoch(train) [14][600/1879] lr: 2.0000e-02 eta: 16:54:12 time: 0.8626 data_time: 0.0179 memory: 18413 grad_norm: 3.7265 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.4065 loss: 1.4065 2022/08/10 21:50:29 - mmengine - INFO - Epoch(train) [14][620/1879] lr: 2.0000e-02 eta: 16:53:56 time: 0.9146 data_time: 0.0217 memory: 18413 grad_norm: 3.7617 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.6991 loss: 1.6991 2022/08/10 21:50:46 - mmengine - INFO - Epoch(train) [14][640/1879] lr: 2.0000e-02 eta: 16:53:36 time: 0.8537 data_time: 0.0184 memory: 18413 grad_norm: 3.8026 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 1.5958 loss: 1.5958 2022/08/10 21:51:03 - mmengine - INFO - Epoch(train) [14][660/1879] lr: 2.0000e-02 eta: 16:53:17 time: 0.8485 data_time: 0.0177 memory: 18413 grad_norm: 3.7909 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.5586 loss: 1.5586 2022/08/10 21:51:20 - mmengine - INFO - Epoch(train) [14][680/1879] lr: 2.0000e-02 eta: 16:52:57 time: 0.8477 data_time: 0.0181 memory: 18413 grad_norm: 3.7231 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5630 loss: 1.5630 2022/08/10 21:51:37 - mmengine - INFO - Epoch(train) [14][700/1879] lr: 2.0000e-02 eta: 16:52:38 time: 0.8536 data_time: 0.0190 memory: 18413 grad_norm: 3.7644 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5853 loss: 1.5853 2022/08/10 21:51:54 - mmengine - INFO - Epoch(train) [14][720/1879] lr: 2.0000e-02 eta: 16:52:18 time: 0.8452 data_time: 0.0176 memory: 18413 grad_norm: 3.6636 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.5630 loss: 1.5630 2022/08/10 21:52:11 - mmengine - INFO - Epoch(train) [14][740/1879] lr: 2.0000e-02 eta: 16:51:59 time: 0.8497 data_time: 0.0197 memory: 18413 grad_norm: 3.7934 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.6354 loss: 1.6354 2022/08/10 21:52:28 - mmengine - INFO - Epoch(train) [14][760/1879] lr: 2.0000e-02 eta: 16:51:40 time: 0.8515 data_time: 0.0197 memory: 18413 grad_norm: 3.6367 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.5710 loss: 1.5710 2022/08/10 21:52:45 - mmengine - INFO - Epoch(train) [14][780/1879] lr: 2.0000e-02 eta: 16:51:20 time: 0.8468 data_time: 0.0199 memory: 18413 grad_norm: 3.7843 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5945 loss: 1.5945 2022/08/10 21:53:02 - mmengine - INFO - Epoch(train) [14][800/1879] lr: 2.0000e-02 eta: 16:51:01 time: 0.8566 data_time: 0.0177 memory: 18413 grad_norm: 3.8355 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.7698 loss: 1.7698 2022/08/10 21:53:19 - mmengine - INFO - Epoch(train) [14][820/1879] lr: 2.0000e-02 eta: 16:50:41 time: 0.8512 data_time: 0.0181 memory: 18413 grad_norm: 3.7363 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.6512 loss: 1.6512 2022/08/10 21:53:36 - mmengine - INFO - Epoch(train) [14][840/1879] lr: 2.0000e-02 eta: 16:50:22 time: 0.8537 data_time: 0.0171 memory: 18413 grad_norm: 3.7357 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.5774 loss: 1.5774 2022/08/10 21:53:54 - mmengine - INFO - Epoch(train) [14][860/1879] lr: 2.0000e-02 eta: 16:50:03 time: 0.8600 data_time: 0.0174 memory: 18413 grad_norm: 3.7620 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 1.7438 loss: 1.7438 2022/08/10 21:54:11 - mmengine - INFO - Epoch(train) [14][880/1879] lr: 2.0000e-02 eta: 16:49:44 time: 0.8529 data_time: 0.0184 memory: 18413 grad_norm: 3.7835 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.5786 loss: 1.5786 2022/08/10 21:54:28 - mmengine - INFO - Epoch(train) [14][900/1879] lr: 2.0000e-02 eta: 16:49:25 time: 0.8558 data_time: 0.0190 memory: 18413 grad_norm: 3.6916 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.4696 loss: 1.4696 2022/08/10 21:54:45 - mmengine - INFO - Epoch(train) [14][920/1879] lr: 2.0000e-02 eta: 16:49:05 time: 0.8469 data_time: 0.0171 memory: 18413 grad_norm: 3.7335 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6771 loss: 1.6771 2022/08/10 21:55:02 - mmengine - INFO - Epoch(train) [14][940/1879] lr: 2.0000e-02 eta: 16:48:46 time: 0.8450 data_time: 0.0178 memory: 18413 grad_norm: 3.6806 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5263 loss: 1.5263 2022/08/10 21:55:19 - mmengine - INFO - Epoch(train) [14][960/1879] lr: 2.0000e-02 eta: 16:48:28 time: 0.8796 data_time: 0.0249 memory: 18413 grad_norm: 3.6838 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.5455 loss: 1.5455 2022/08/10 21:55:36 - mmengine - INFO - Epoch(train) [14][980/1879] lr: 2.0000e-02 eta: 16:48:09 time: 0.8559 data_time: 0.0189 memory: 18413 grad_norm: 3.7341 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 1.4600 loss: 1.4600 2022/08/10 21:55:53 - mmengine - INFO - Epoch(train) [14][1000/1879] lr: 2.0000e-02 eta: 16:47:49 time: 0.8492 data_time: 0.0185 memory: 18413 grad_norm: 3.8115 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.4710 loss: 1.4710 2022/08/10 21:56:10 - mmengine - INFO - Epoch(train) [14][1020/1879] lr: 2.0000e-02 eta: 16:47:30 time: 0.8502 data_time: 0.0186 memory: 18413 grad_norm: 3.7359 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5397 loss: 1.5397 2022/08/10 21:56:27 - mmengine - INFO - Epoch(train) [14][1040/1879] lr: 2.0000e-02 eta: 16:47:11 time: 0.8484 data_time: 0.0199 memory: 18413 grad_norm: 3.7912 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.6123 loss: 1.6123 2022/08/10 21:56:44 - mmengine - INFO - Epoch(train) [14][1060/1879] lr: 2.0000e-02 eta: 16:46:51 time: 0.8492 data_time: 0.0175 memory: 18413 grad_norm: 3.7508 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.6030 loss: 1.6030 2022/08/10 21:57:01 - mmengine - INFO - Epoch(train) [14][1080/1879] lr: 2.0000e-02 eta: 16:46:32 time: 0.8481 data_time: 0.0188 memory: 18413 grad_norm: 3.8312 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5067 loss: 1.5067 2022/08/10 21:57:18 - mmengine - INFO - Epoch(train) [14][1100/1879] lr: 2.0000e-02 eta: 16:46:12 time: 0.8484 data_time: 0.0197 memory: 18413 grad_norm: 3.6957 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3929 loss: 1.3929 2022/08/10 21:57:35 - mmengine - INFO - Epoch(train) [14][1120/1879] lr: 2.0000e-02 eta: 16:45:53 time: 0.8506 data_time: 0.0173 memory: 18413 grad_norm: 3.7133 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6701 loss: 1.6701 2022/08/10 21:57:53 - mmengine - INFO - Epoch(train) [14][1140/1879] lr: 2.0000e-02 eta: 16:45:35 time: 0.8748 data_time: 0.0253 memory: 18413 grad_norm: 3.6879 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.6280 loss: 1.6280 2022/08/10 21:58:10 - mmengine - INFO - Epoch(train) [14][1160/1879] lr: 2.0000e-02 eta: 16:45:15 time: 0.8469 data_time: 0.0193 memory: 18413 grad_norm: 3.6030 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.5756 loss: 1.5756 2022/08/10 21:58:27 - mmengine - INFO - Epoch(train) [14][1180/1879] lr: 2.0000e-02 eta: 16:44:56 time: 0.8474 data_time: 0.0193 memory: 18413 grad_norm: 3.8122 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5831 loss: 1.5831 2022/08/10 21:58:44 - mmengine - INFO - Epoch(train) [14][1200/1879] lr: 2.0000e-02 eta: 16:44:36 time: 0.8500 data_time: 0.0191 memory: 18413 grad_norm: 3.7283 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.3680 loss: 1.3680 2022/08/10 21:59:01 - mmengine - INFO - Epoch(train) [14][1220/1879] lr: 2.0000e-02 eta: 16:44:17 time: 0.8493 data_time: 0.0193 memory: 18413 grad_norm: 3.6964 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 1.5775 loss: 1.5775 2022/08/10 21:59:18 - mmengine - INFO - Epoch(train) [14][1240/1879] lr: 2.0000e-02 eta: 16:43:57 time: 0.8479 data_time: 0.0172 memory: 18413 grad_norm: 3.6576 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5196 loss: 1.5196 2022/08/10 21:59:35 - mmengine - INFO - Epoch(train) [14][1260/1879] lr: 2.0000e-02 eta: 16:43:38 time: 0.8518 data_time: 0.0210 memory: 18413 grad_norm: 3.8129 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6973 loss: 1.6973 2022/08/10 21:59:52 - mmengine - INFO - Epoch(train) [14][1280/1879] lr: 2.0000e-02 eta: 16:43:19 time: 0.8504 data_time: 0.0152 memory: 18413 grad_norm: 3.8056 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.4379 loss: 1.4379 2022/08/10 22:00:12 - mmengine - INFO - Epoch(train) [14][1300/1879] lr: 2.0000e-02 eta: 16:43:07 time: 0.9988 data_time: 0.0176 memory: 18413 grad_norm: 3.7167 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.6444 loss: 1.6444 2022/08/10 22:00:35 - mmengine - INFO - Epoch(train) [14][1320/1879] lr: 2.0000e-02 eta: 16:43:05 time: 1.1695 data_time: 0.0176 memory: 18413 grad_norm: 3.7729 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.6103 loss: 1.6103 2022/08/10 22:00:52 - mmengine - INFO - Epoch(train) [14][1340/1879] lr: 2.0000e-02 eta: 16:42:46 time: 0.8510 data_time: 0.0199 memory: 18413 grad_norm: 3.6561 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.5522 loss: 1.5522 2022/08/10 22:01:09 - mmengine - INFO - Epoch(train) [14][1360/1879] lr: 2.0000e-02 eta: 16:42:27 time: 0.8536 data_time: 0.0180 memory: 18413 grad_norm: 3.8037 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4754 loss: 1.4754 2022/08/10 22:01:26 - mmengine - INFO - Epoch(train) [14][1380/1879] lr: 2.0000e-02 eta: 16:42:07 time: 0.8562 data_time: 0.0191 memory: 18413 grad_norm: 3.6558 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.5187 loss: 1.5187 2022/08/10 22:01:44 - mmengine - INFO - Epoch(train) [14][1400/1879] lr: 2.0000e-02 eta: 16:41:49 time: 0.8680 data_time: 0.0223 memory: 18413 grad_norm: 3.7234 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5818 loss: 1.5818 2022/08/10 22:02:01 - mmengine - INFO - Epoch(train) [14][1420/1879] lr: 2.0000e-02 eta: 16:41:30 time: 0.8555 data_time: 0.0178 memory: 18413 grad_norm: 3.7011 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6641 loss: 1.6641 2022/08/10 22:02:18 - mmengine - INFO - Epoch(train) [14][1440/1879] lr: 2.0000e-02 eta: 16:41:11 time: 0.8513 data_time: 0.0175 memory: 18413 grad_norm: 3.7932 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5454 loss: 1.5454 2022/08/10 22:02:35 - mmengine - INFO - Epoch(train) [14][1460/1879] lr: 2.0000e-02 eta: 16:40:51 time: 0.8503 data_time: 0.0184 memory: 18413 grad_norm: 3.7191 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5925 loss: 1.5925 2022/08/10 22:02:52 - mmengine - INFO - Epoch(train) [14][1480/1879] lr: 2.0000e-02 eta: 16:40:32 time: 0.8505 data_time: 0.0185 memory: 18413 grad_norm: 3.8060 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7228 loss: 1.7228 2022/08/10 22:03:09 - mmengine - INFO - Epoch(train) [14][1500/1879] lr: 2.0000e-02 eta: 16:40:13 time: 0.8502 data_time: 0.0185 memory: 18413 grad_norm: 3.6437 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5829 loss: 1.5829 2022/08/10 22:03:26 - mmengine - INFO - Epoch(train) [14][1520/1879] lr: 2.0000e-02 eta: 16:39:53 time: 0.8515 data_time: 0.0183 memory: 18413 grad_norm: 3.8089 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5671 loss: 1.5671 2022/08/10 22:03:43 - mmengine - INFO - Epoch(train) [14][1540/1879] lr: 2.0000e-02 eta: 16:39:34 time: 0.8528 data_time: 0.0198 memory: 18413 grad_norm: 3.7266 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6782 loss: 1.6782 2022/08/10 22:04:00 - mmengine - INFO - Epoch(train) [14][1560/1879] lr: 2.0000e-02 eta: 16:39:15 time: 0.8518 data_time: 0.0174 memory: 18413 grad_norm: 3.6249 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.6449 loss: 1.6449 2022/08/10 22:04:11 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 22:04:17 - mmengine - INFO - Epoch(train) [14][1580/1879] lr: 2.0000e-02 eta: 16:38:56 time: 0.8572 data_time: 0.0198 memory: 18413 grad_norm: 3.7261 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.5265 loss: 1.5265 2022/08/10 22:04:34 - mmengine - INFO - Epoch(train) [14][1600/1879] lr: 2.0000e-02 eta: 16:38:37 time: 0.8608 data_time: 0.0192 memory: 18413 grad_norm: 3.7773 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4824 loss: 1.4824 2022/08/10 22:04:52 - mmengine - INFO - Epoch(train) [14][1620/1879] lr: 2.0000e-02 eta: 16:38:19 time: 0.8596 data_time: 0.0185 memory: 18413 grad_norm: 3.7772 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4018 loss: 1.4018 2022/08/10 22:05:09 - mmengine - INFO - Epoch(train) [14][1640/1879] lr: 2.0000e-02 eta: 16:38:00 time: 0.8598 data_time: 0.0190 memory: 18413 grad_norm: 3.7074 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4501 loss: 1.4501 2022/08/10 22:05:26 - mmengine - INFO - Epoch(train) [14][1660/1879] lr: 2.0000e-02 eta: 16:37:41 time: 0.8629 data_time: 0.0298 memory: 18413 grad_norm: 3.6284 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.6257 loss: 1.6257 2022/08/10 22:05:43 - mmengine - INFO - Epoch(train) [14][1680/1879] lr: 2.0000e-02 eta: 16:37:22 time: 0.8574 data_time: 0.0265 memory: 18413 grad_norm: 3.7203 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.7377 loss: 1.7377 2022/08/10 22:06:00 - mmengine - INFO - Epoch(train) [14][1700/1879] lr: 2.0000e-02 eta: 16:37:03 time: 0.8530 data_time: 0.0189 memory: 18413 grad_norm: 3.6387 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.6444 loss: 1.6444 2022/08/10 22:06:17 - mmengine - INFO - Epoch(train) [14][1720/1879] lr: 2.0000e-02 eta: 16:36:44 time: 0.8492 data_time: 0.0175 memory: 18413 grad_norm: 3.7540 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.6702 loss: 1.6702 2022/08/10 22:06:35 - mmengine - INFO - Epoch(train) [14][1740/1879] lr: 2.0000e-02 eta: 16:36:25 time: 0.8697 data_time: 0.0278 memory: 18413 grad_norm: 3.7566 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.7070 loss: 1.7070 2022/08/10 22:06:52 - mmengine - INFO - Epoch(train) [14][1760/1879] lr: 2.0000e-02 eta: 16:36:06 time: 0.8568 data_time: 0.0211 memory: 18413 grad_norm: 3.7113 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.6938 loss: 1.6938 2022/08/10 22:07:09 - mmengine - INFO - Epoch(train) [14][1780/1879] lr: 2.0000e-02 eta: 16:35:48 time: 0.8579 data_time: 0.0167 memory: 18413 grad_norm: 3.7931 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5946 loss: 1.5946 2022/08/10 22:07:26 - mmengine - INFO - Epoch(train) [14][1800/1879] lr: 2.0000e-02 eta: 16:35:29 time: 0.8547 data_time: 0.0187 memory: 18413 grad_norm: 3.6589 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4641 loss: 1.4641 2022/08/10 22:07:43 - mmengine - INFO - Epoch(train) [14][1820/1879] lr: 2.0000e-02 eta: 16:35:09 time: 0.8514 data_time: 0.0249 memory: 18413 grad_norm: 3.6844 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7553 loss: 1.7553 2022/08/10 22:08:00 - mmengine - INFO - Epoch(train) [14][1840/1879] lr: 2.0000e-02 eta: 16:34:51 time: 0.8702 data_time: 0.0281 memory: 18413 grad_norm: 3.8102 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6360 loss: 1.6360 2022/08/10 22:08:18 - mmengine - INFO - Epoch(train) [14][1860/1879] lr: 2.0000e-02 eta: 16:34:32 time: 0.8532 data_time: 0.0169 memory: 18413 grad_norm: 3.7523 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4865 loss: 1.4865 2022/08/10 22:08:33 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 22:08:33 - mmengine - INFO - Epoch(train) [14][1879/1879] lr: 2.0000e-02 eta: 16:34:32 time: 0.8231 data_time: 0.0164 memory: 18413 grad_norm: 3.7415 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 1.5929 loss: 1.5929 2022/08/10 22:08:48 - mmengine - INFO - Epoch(val) [14][20/155] eta: 0:01:37 time: 0.7213 data_time: 0.4689 memory: 2590 2022/08/10 22:08:58 - mmengine - INFO - Epoch(val) [14][40/155] eta: 0:00:58 time: 0.5055 data_time: 0.2688 memory: 2590 2022/08/10 22:09:10 - mmengine - INFO - Epoch(val) [14][60/155] eta: 0:00:56 time: 0.5921 data_time: 0.3559 memory: 2590 2022/08/10 22:09:24 - mmengine - INFO - Epoch(val) [14][80/155] eta: 0:00:55 time: 0.7423 data_time: 0.5064 memory: 2590 2022/08/10 22:09:35 - mmengine - INFO - Epoch(val) [14][100/155] eta: 0:00:27 time: 0.5090 data_time: 0.2749 memory: 2590 2022/08/10 22:09:41 - mmengine - INFO - Epoch(val) [14][120/155] eta: 0:00:10 time: 0.3082 data_time: 0.0728 memory: 2590 2022/08/10 22:09:52 - mmengine - INFO - Epoch(val) [14][140/155] eta: 0:00:08 time: 0.5491 data_time: 0.3132 memory: 2590 2022/08/10 22:10:26 - mmengine - INFO - Epoch(val) [14][155/155] acc/top1: 0.6107 acc/top5: 0.8389 acc/mean1: 0.6106 2022/08/10 22:10:26 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_14.pth is removed 2022/08/10 22:10:27 - mmengine - INFO - The best checkpoint with 0.6107 acc/top1 at 15 epoch is saved to best_acc/top1_epoch_15.pth. 2022/08/10 22:10:50 - mmengine - INFO - Epoch(train) [15][20/1879] lr: 2.0000e-02 eta: 16:33:27 time: 1.1290 data_time: 0.3016 memory: 18413 grad_norm: 3.6554 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4221 loss: 1.4221 2022/08/10 22:11:07 - mmengine - INFO - Epoch(train) [15][40/1879] lr: 2.0000e-02 eta: 16:33:08 time: 0.8462 data_time: 0.0174 memory: 18413 grad_norm: 3.7495 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7379 loss: 1.7379 2022/08/10 22:11:24 - mmengine - INFO - Epoch(train) [15][60/1879] lr: 2.0000e-02 eta: 16:32:48 time: 0.8459 data_time: 0.0183 memory: 18413 grad_norm: 3.6987 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.5581 loss: 1.5581 2022/08/10 22:11:41 - mmengine - INFO - Epoch(train) [15][80/1879] lr: 2.0000e-02 eta: 16:32:29 time: 0.8478 data_time: 0.0180 memory: 18413 grad_norm: 3.6613 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.3780 loss: 1.3780 2022/08/10 22:11:58 - mmengine - INFO - Epoch(train) [15][100/1879] lr: 2.0000e-02 eta: 16:32:10 time: 0.8484 data_time: 0.0191 memory: 18413 grad_norm: 3.6221 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4882 loss: 1.4882 2022/08/10 22:12:15 - mmengine - INFO - Epoch(train) [15][120/1879] lr: 2.0000e-02 eta: 16:31:50 time: 0.8499 data_time: 0.0191 memory: 18413 grad_norm: 3.8597 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.7330 loss: 1.7330 2022/08/10 22:12:32 - mmengine - INFO - Epoch(train) [15][140/1879] lr: 2.0000e-02 eta: 16:31:32 time: 0.8590 data_time: 0.0186 memory: 18413 grad_norm: 3.7284 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.7093 loss: 1.7093 2022/08/10 22:12:49 - mmengine - INFO - Epoch(train) [15][160/1879] lr: 2.0000e-02 eta: 16:31:12 time: 0.8506 data_time: 0.0180 memory: 18413 grad_norm: 3.8455 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5409 loss: 1.5409 2022/08/10 22:13:06 - mmengine - INFO - Epoch(train) [15][180/1879] lr: 2.0000e-02 eta: 16:30:53 time: 0.8528 data_time: 0.0188 memory: 18413 grad_norm: 3.7536 top1_acc: 0.5625 top5_acc: 1.0000 loss_cls: 1.5328 loss: 1.5328 2022/08/10 22:13:23 - mmengine - INFO - Epoch(train) [15][200/1879] lr: 2.0000e-02 eta: 16:30:34 time: 0.8523 data_time: 0.0186 memory: 18413 grad_norm: 3.6720 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.6210 loss: 1.6210 2022/08/10 22:13:40 - mmengine - INFO - Epoch(train) [15][220/1879] lr: 2.0000e-02 eta: 16:30:15 time: 0.8517 data_time: 0.0169 memory: 18413 grad_norm: 3.6730 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.5824 loss: 1.5824 2022/08/10 22:13:57 - mmengine - INFO - Epoch(train) [15][240/1879] lr: 2.0000e-02 eta: 16:29:56 time: 0.8525 data_time: 0.0176 memory: 18413 grad_norm: 3.7802 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6555 loss: 1.6555 2022/08/10 22:14:14 - mmengine - INFO - Epoch(train) [15][260/1879] lr: 2.0000e-02 eta: 16:29:37 time: 0.8621 data_time: 0.0212 memory: 18413 grad_norm: 3.7134 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.4365 loss: 1.4365 2022/08/10 22:14:31 - mmengine - INFO - Epoch(train) [15][280/1879] lr: 2.0000e-02 eta: 16:29:18 time: 0.8533 data_time: 0.0171 memory: 18413 grad_norm: 3.7096 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5748 loss: 1.5748 2022/08/10 22:14:49 - mmengine - INFO - Epoch(train) [15][300/1879] lr: 2.0000e-02 eta: 16:29:00 time: 0.8638 data_time: 0.0225 memory: 18413 grad_norm: 3.7144 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5529 loss: 1.5529 2022/08/10 22:15:06 - mmengine - INFO - Epoch(train) [15][320/1879] lr: 2.0000e-02 eta: 16:28:41 time: 0.8518 data_time: 0.0191 memory: 18413 grad_norm: 3.7627 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.5444 loss: 1.5444 2022/08/10 22:15:24 - mmengine - INFO - Epoch(train) [15][340/1879] lr: 2.0000e-02 eta: 16:28:24 time: 0.9065 data_time: 0.0752 memory: 18413 grad_norm: 3.6753 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.6485 loss: 1.6485 2022/08/10 22:15:41 - mmengine - INFO - Epoch(train) [15][360/1879] lr: 2.0000e-02 eta: 16:28:05 time: 0.8514 data_time: 0.0252 memory: 18413 grad_norm: 3.6397 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3973 loss: 1.3973 2022/08/10 22:15:58 - mmengine - INFO - Epoch(train) [15][380/1879] lr: 2.0000e-02 eta: 16:27:46 time: 0.8471 data_time: 0.0184 memory: 18413 grad_norm: 3.8107 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.6814 loss: 1.6814 2022/08/10 22:16:15 - mmengine - INFO - Epoch(train) [15][400/1879] lr: 2.0000e-02 eta: 16:27:27 time: 0.8484 data_time: 0.0202 memory: 18413 grad_norm: 3.7791 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6214 loss: 1.6214 2022/08/10 22:16:32 - mmengine - INFO - Epoch(train) [15][420/1879] lr: 2.0000e-02 eta: 16:27:08 time: 0.8490 data_time: 0.0195 memory: 18413 grad_norm: 3.8082 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.6236 loss: 1.6236 2022/08/10 22:16:49 - mmengine - INFO - Epoch(train) [15][440/1879] lr: 2.0000e-02 eta: 16:26:49 time: 0.8558 data_time: 0.0170 memory: 18413 grad_norm: 3.7231 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4086 loss: 1.4086 2022/08/10 22:17:06 - mmengine - INFO - Epoch(train) [15][460/1879] lr: 2.0000e-02 eta: 16:26:29 time: 0.8445 data_time: 0.0193 memory: 18413 grad_norm: 3.7868 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.5288 loss: 1.5288 2022/08/10 22:17:23 - mmengine - INFO - Epoch(train) [15][480/1879] lr: 2.0000e-02 eta: 16:26:10 time: 0.8541 data_time: 0.0201 memory: 18413 grad_norm: 3.8433 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5765 loss: 1.5765 2022/08/10 22:17:40 - mmengine - INFO - Epoch(train) [15][500/1879] lr: 2.0000e-02 eta: 16:25:51 time: 0.8525 data_time: 0.0184 memory: 18413 grad_norm: 3.6771 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.5245 loss: 1.5245 2022/08/10 22:17:57 - mmengine - INFO - Epoch(train) [15][520/1879] lr: 2.0000e-02 eta: 16:25:32 time: 0.8555 data_time: 0.0250 memory: 18413 grad_norm: 3.8215 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6675 loss: 1.6675 2022/08/10 22:18:14 - mmengine - INFO - Epoch(train) [15][540/1879] lr: 2.0000e-02 eta: 16:25:13 time: 0.8457 data_time: 0.0193 memory: 18413 grad_norm: 3.7710 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.5268 loss: 1.5268 2022/08/10 22:18:31 - mmengine - INFO - Epoch(train) [15][560/1879] lr: 2.0000e-02 eta: 16:24:53 time: 0.8421 data_time: 0.0188 memory: 18413 grad_norm: 3.8304 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6575 loss: 1.6575 2022/08/10 22:18:48 - mmengine - INFO - Epoch(train) [15][580/1879] lr: 2.0000e-02 eta: 16:24:34 time: 0.8470 data_time: 0.0189 memory: 18413 grad_norm: 3.8305 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 1.6340 loss: 1.6340 2022/08/10 22:19:05 - mmengine - INFO - Epoch(train) [15][600/1879] lr: 2.0000e-02 eta: 16:24:15 time: 0.8437 data_time: 0.0180 memory: 18413 grad_norm: 3.8245 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5989 loss: 1.5989 2022/08/10 22:19:22 - mmengine - INFO - Epoch(train) [15][620/1879] lr: 2.0000e-02 eta: 16:23:55 time: 0.8464 data_time: 0.0182 memory: 18413 grad_norm: 3.6480 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5619 loss: 1.5619 2022/08/10 22:19:39 - mmengine - INFO - Epoch(train) [15][640/1879] lr: 2.0000e-02 eta: 16:23:36 time: 0.8453 data_time: 0.0182 memory: 18413 grad_norm: 3.7353 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.6823 loss: 1.6823 2022/08/10 22:19:55 - mmengine - INFO - Epoch(train) [15][660/1879] lr: 2.0000e-02 eta: 16:23:16 time: 0.8423 data_time: 0.0180 memory: 18413 grad_norm: 3.7294 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.5502 loss: 1.5502 2022/08/10 22:20:13 - mmengine - INFO - Epoch(train) [15][680/1879] lr: 2.0000e-02 eta: 16:22:58 time: 0.8633 data_time: 0.0211 memory: 18413 grad_norm: 3.7536 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5488 loss: 1.5488 2022/08/10 22:20:25 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 22:20:30 - mmengine - INFO - Epoch(train) [15][700/1879] lr: 2.0000e-02 eta: 16:22:39 time: 0.8503 data_time: 0.0211 memory: 18413 grad_norm: 3.8017 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.6569 loss: 1.6569 2022/08/10 22:20:47 - mmengine - INFO - Epoch(train) [15][720/1879] lr: 2.0000e-02 eta: 16:22:19 time: 0.8453 data_time: 0.0171 memory: 18413 grad_norm: 3.6890 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5220 loss: 1.5220 2022/08/10 22:21:04 - mmengine - INFO - Epoch(train) [15][740/1879] lr: 2.0000e-02 eta: 16:22:00 time: 0.8493 data_time: 0.0179 memory: 18413 grad_norm: 3.5715 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.5379 loss: 1.5379 2022/08/10 22:21:20 - mmengine - INFO - Epoch(train) [15][760/1879] lr: 2.0000e-02 eta: 16:21:41 time: 0.8456 data_time: 0.0188 memory: 18413 grad_norm: 3.8450 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.7863 loss: 1.7863 2022/08/10 22:21:38 - mmengine - INFO - Epoch(train) [15][780/1879] lr: 2.0000e-02 eta: 16:21:22 time: 0.8527 data_time: 0.0183 memory: 18413 grad_norm: 3.6890 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6195 loss: 1.6195 2022/08/10 22:21:55 - mmengine - INFO - Epoch(train) [15][800/1879] lr: 2.0000e-02 eta: 16:21:03 time: 0.8503 data_time: 0.0179 memory: 18413 grad_norm: 3.7627 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.6565 loss: 1.6565 2022/08/10 22:22:11 - mmengine - INFO - Epoch(train) [15][820/1879] lr: 2.0000e-02 eta: 16:20:43 time: 0.8471 data_time: 0.0189 memory: 18413 grad_norm: 3.6913 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5214 loss: 1.5214 2022/08/10 22:22:28 - mmengine - INFO - Epoch(train) [15][840/1879] lr: 2.0000e-02 eta: 16:20:24 time: 0.8471 data_time: 0.0185 memory: 18413 grad_norm: 3.6989 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.6418 loss: 1.6418 2022/08/10 22:24:19 - mmengine - INFO - Epoch(train) [15][860/1879] lr: 2.0000e-02 eta: 16:23:55 time: 5.5337 data_time: 4.6925 memory: 18413 grad_norm: 3.7900 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.4520 loss: 1.4520 2022/08/10 22:24:36 - mmengine - INFO - Epoch(train) [15][880/1879] lr: 2.0000e-02 eta: 16:23:36 time: 0.8516 data_time: 0.0211 memory: 18413 grad_norm: 3.6912 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.4921 loss: 1.4921 2022/08/10 22:24:53 - mmengine - INFO - Epoch(train) [15][900/1879] lr: 2.0000e-02 eta: 16:23:17 time: 0.8504 data_time: 0.0170 memory: 18413 grad_norm: 3.6823 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.4946 loss: 1.4946 2022/08/10 22:25:10 - mmengine - INFO - Epoch(train) [15][920/1879] lr: 2.0000e-02 eta: 16:22:57 time: 0.8496 data_time: 0.0179 memory: 18413 grad_norm: 3.8159 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5179 loss: 1.5179 2022/08/10 22:25:28 - mmengine - INFO - Epoch(train) [15][940/1879] lr: 2.0000e-02 eta: 16:22:39 time: 0.8778 data_time: 0.0216 memory: 18413 grad_norm: 3.7637 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6297 loss: 1.6297 2022/08/10 22:25:45 - mmengine - INFO - Epoch(train) [15][960/1879] lr: 2.0000e-02 eta: 16:22:20 time: 0.8432 data_time: 0.0188 memory: 18413 grad_norm: 3.7362 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6510 loss: 1.6510 2022/08/10 22:26:01 - mmengine - INFO - Epoch(train) [15][980/1879] lr: 2.0000e-02 eta: 16:22:00 time: 0.8440 data_time: 0.0190 memory: 18413 grad_norm: 3.7192 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.3483 loss: 1.3483 2022/08/10 22:26:18 - mmengine - INFO - Epoch(train) [15][1000/1879] lr: 2.0000e-02 eta: 16:21:40 time: 0.8409 data_time: 0.0186 memory: 18413 grad_norm: 3.6723 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.6341 loss: 1.6341 2022/08/10 22:26:35 - mmengine - INFO - Epoch(train) [15][1020/1879] lr: 2.0000e-02 eta: 16:21:21 time: 0.8438 data_time: 0.0183 memory: 18413 grad_norm: 3.7778 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5467 loss: 1.5467 2022/08/10 22:26:52 - mmengine - INFO - Epoch(train) [15][1040/1879] lr: 2.0000e-02 eta: 16:21:02 time: 0.8548 data_time: 0.0163 memory: 18413 grad_norm: 3.8075 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5664 loss: 1.5664 2022/08/10 22:27:09 - mmengine - INFO - Epoch(train) [15][1060/1879] lr: 2.0000e-02 eta: 16:20:43 time: 0.8549 data_time: 0.0219 memory: 18413 grad_norm: 3.8283 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.6076 loss: 1.6076 2022/08/10 22:27:27 - mmengine - INFO - Epoch(train) [15][1080/1879] lr: 2.0000e-02 eta: 16:20:24 time: 0.8639 data_time: 0.0159 memory: 18413 grad_norm: 3.8294 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5533 loss: 1.5533 2022/08/10 22:27:44 - mmengine - INFO - Epoch(train) [15][1100/1879] lr: 2.0000e-02 eta: 16:20:05 time: 0.8548 data_time: 0.0205 memory: 18413 grad_norm: 3.7534 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6566 loss: 1.6566 2022/08/10 22:28:05 - mmengine - INFO - Epoch(train) [15][1120/1879] lr: 2.0000e-02 eta: 16:19:57 time: 1.0825 data_time: 0.2251 memory: 18413 grad_norm: 3.7674 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.5695 loss: 1.5695 2022/08/10 22:28:23 - mmengine - INFO - Epoch(train) [15][1140/1879] lr: 2.0000e-02 eta: 16:19:38 time: 0.8620 data_time: 0.0186 memory: 18413 grad_norm: 3.7996 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7439 loss: 1.7439 2022/08/10 22:28:40 - mmengine - INFO - Epoch(train) [15][1160/1879] lr: 2.0000e-02 eta: 16:19:19 time: 0.8588 data_time: 0.0200 memory: 18413 grad_norm: 3.7987 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.5481 loss: 1.5481 2022/08/10 22:28:57 - mmengine - INFO - Epoch(train) [15][1180/1879] lr: 2.0000e-02 eta: 16:19:00 time: 0.8562 data_time: 0.0193 memory: 18413 grad_norm: 3.7215 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.5882 loss: 1.5882 2022/08/10 22:29:18 - mmengine - INFO - Epoch(train) [15][1200/1879] lr: 2.0000e-02 eta: 16:18:50 time: 1.0374 data_time: 0.0185 memory: 18413 grad_norm: 3.7630 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5851 loss: 1.5851 2022/08/10 22:29:35 - mmengine - INFO - Epoch(train) [15][1220/1879] lr: 2.0000e-02 eta: 16:18:31 time: 0.8528 data_time: 0.0188 memory: 18413 grad_norm: 3.8108 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.6137 loss: 1.6137 2022/08/10 22:29:52 - mmengine - INFO - Epoch(train) [15][1240/1879] lr: 2.0000e-02 eta: 16:18:12 time: 0.8572 data_time: 0.0176 memory: 18413 grad_norm: 3.6614 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.4549 loss: 1.4549 2022/08/10 22:30:09 - mmengine - INFO - Epoch(train) [15][1260/1879] lr: 2.0000e-02 eta: 16:17:53 time: 0.8539 data_time: 0.0190 memory: 18413 grad_norm: 3.7252 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3218 loss: 1.3218 2022/08/10 22:30:26 - mmengine - INFO - Epoch(train) [15][1280/1879] lr: 2.0000e-02 eta: 16:17:34 time: 0.8647 data_time: 0.0218 memory: 18413 grad_norm: 3.6468 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6118 loss: 1.6118 2022/08/10 22:30:43 - mmengine - INFO - Epoch(train) [15][1300/1879] lr: 2.0000e-02 eta: 16:17:15 time: 0.8546 data_time: 0.0190 memory: 18413 grad_norm: 3.6810 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.4352 loss: 1.4352 2022/08/10 22:31:01 - mmengine - INFO - Epoch(train) [15][1320/1879] lr: 2.0000e-02 eta: 16:16:56 time: 0.8562 data_time: 0.0179 memory: 18413 grad_norm: 3.7477 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.6712 loss: 1.6712 2022/08/10 22:31:18 - mmengine - INFO - Epoch(train) [15][1340/1879] lr: 2.0000e-02 eta: 16:16:37 time: 0.8545 data_time: 0.0179 memory: 18413 grad_norm: 3.7068 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6096 loss: 1.6096 2022/08/10 22:31:35 - mmengine - INFO - Epoch(train) [15][1360/1879] lr: 2.0000e-02 eta: 16:16:18 time: 0.8675 data_time: 0.0187 memory: 18413 grad_norm: 3.8094 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.7233 loss: 1.7233 2022/08/10 22:31:52 - mmengine - INFO - Epoch(train) [15][1380/1879] lr: 2.0000e-02 eta: 16:16:00 time: 0.8582 data_time: 0.0206 memory: 18413 grad_norm: 3.8334 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.5403 loss: 1.5403 2022/08/10 22:32:09 - mmengine - INFO - Epoch(train) [15][1400/1879] lr: 2.0000e-02 eta: 16:15:40 time: 0.8535 data_time: 0.0184 memory: 18413 grad_norm: 3.7115 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 1.7213 loss: 1.7213 2022/08/10 22:32:26 - mmengine - INFO - Epoch(train) [15][1420/1879] lr: 2.0000e-02 eta: 16:15:21 time: 0.8529 data_time: 0.0185 memory: 18413 grad_norm: 3.6314 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.7283 loss: 1.7283 2022/08/10 22:32:43 - mmengine - INFO - Epoch(train) [15][1440/1879] lr: 2.0000e-02 eta: 16:15:02 time: 0.8538 data_time: 0.0186 memory: 18413 grad_norm: 3.7107 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5956 loss: 1.5956 2022/08/10 22:33:00 - mmengine - INFO - Epoch(train) [15][1460/1879] lr: 2.0000e-02 eta: 16:14:43 time: 0.8560 data_time: 0.0182 memory: 18413 grad_norm: 3.8051 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.5520 loss: 1.5520 2022/08/10 22:33:18 - mmengine - INFO - Epoch(train) [15][1480/1879] lr: 2.0000e-02 eta: 16:14:24 time: 0.8533 data_time: 0.0175 memory: 18413 grad_norm: 3.8291 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5532 loss: 1.5532 2022/08/10 22:33:35 - mmengine - INFO - Epoch(train) [15][1500/1879] lr: 2.0000e-02 eta: 16:14:05 time: 0.8526 data_time: 0.0198 memory: 18413 grad_norm: 3.7822 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7232 loss: 1.7232 2022/08/10 22:33:52 - mmengine - INFO - Epoch(train) [15][1520/1879] lr: 2.0000e-02 eta: 16:13:46 time: 0.8549 data_time: 0.0169 memory: 18413 grad_norm: 3.8660 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6727 loss: 1.6727 2022/08/10 22:34:09 - mmengine - INFO - Epoch(train) [15][1540/1879] lr: 2.0000e-02 eta: 16:13:26 time: 0.8466 data_time: 0.0179 memory: 18413 grad_norm: 3.8240 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6289 loss: 1.6289 2022/08/10 22:34:26 - mmengine - INFO - Epoch(train) [15][1560/1879] lr: 2.0000e-02 eta: 16:13:07 time: 0.8480 data_time: 0.0186 memory: 18413 grad_norm: 3.7112 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.5620 loss: 1.5620 2022/08/10 22:34:43 - mmengine - INFO - Epoch(train) [15][1580/1879] lr: 2.0000e-02 eta: 16:12:48 time: 0.8489 data_time: 0.0198 memory: 18413 grad_norm: 3.7374 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.4641 loss: 1.4641 2022/08/10 22:35:00 - mmengine - INFO - Epoch(train) [15][1600/1879] lr: 2.0000e-02 eta: 16:12:28 time: 0.8478 data_time: 0.0191 memory: 18413 grad_norm: 3.8124 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6426 loss: 1.6426 2022/08/10 22:35:17 - mmengine - INFO - Epoch(train) [15][1620/1879] lr: 2.0000e-02 eta: 16:12:11 time: 0.8791 data_time: 0.0193 memory: 18413 grad_norm: 3.8009 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5842 loss: 1.5842 2022/08/10 22:35:35 - mmengine - INFO - Epoch(train) [15][1640/1879] lr: 2.0000e-02 eta: 16:11:54 time: 0.9160 data_time: 0.0192 memory: 18413 grad_norm: 3.7483 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.6640 loss: 1.6640 2022/08/10 22:35:53 - mmengine - INFO - Epoch(train) [15][1660/1879] lr: 2.0000e-02 eta: 16:11:35 time: 0.8570 data_time: 0.0192 memory: 18413 grad_norm: 3.6738 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.6670 loss: 1.6670 2022/08/10 22:36:11 - mmengine - INFO - Epoch(train) [15][1680/1879] lr: 2.0000e-02 eta: 16:11:19 time: 0.8987 data_time: 0.0167 memory: 18413 grad_norm: 3.8359 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5762 loss: 1.5762 2022/08/10 22:36:23 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 22:36:28 - mmengine - INFO - Epoch(train) [15][1700/1879] lr: 2.0000e-02 eta: 16:10:59 time: 0.8532 data_time: 0.0186 memory: 18413 grad_norm: 3.8222 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.5760 loss: 1.5760 2022/08/10 22:36:45 - mmengine - INFO - Epoch(train) [15][1720/1879] lr: 2.0000e-02 eta: 16:10:41 time: 0.8706 data_time: 0.0187 memory: 18413 grad_norm: 3.7383 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.6085 loss: 1.6085 2022/08/10 22:37:08 - mmengine - INFO - Epoch(train) [15][1740/1879] lr: 2.0000e-02 eta: 16:10:35 time: 1.1377 data_time: 0.0175 memory: 18413 grad_norm: 3.7174 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.5583 loss: 1.5583 2022/08/10 22:37:25 - mmengine - INFO - Epoch(train) [15][1760/1879] lr: 2.0000e-02 eta: 16:10:17 time: 0.8609 data_time: 0.0237 memory: 18413 grad_norm: 3.6314 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5381 loss: 1.5381 2022/08/10 22:37:47 - mmengine - INFO - Epoch(train) [15][1780/1879] lr: 2.0000e-02 eta: 16:10:09 time: 1.0890 data_time: 0.0188 memory: 18413 grad_norm: 3.7259 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6195 loss: 1.6195 2022/08/10 22:38:04 - mmengine - INFO - Epoch(train) [15][1800/1879] lr: 2.0000e-02 eta: 16:09:50 time: 0.8573 data_time: 0.0213 memory: 18413 grad_norm: 3.6546 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4900 loss: 1.4900 2022/08/10 22:38:22 - mmengine - INFO - Epoch(train) [15][1820/1879] lr: 2.0000e-02 eta: 16:09:33 time: 0.9116 data_time: 0.0338 memory: 18413 grad_norm: 3.7394 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.7362 loss: 1.7362 2022/08/10 22:38:42 - mmengine - INFO - Epoch(train) [15][1840/1879] lr: 2.0000e-02 eta: 16:09:20 time: 0.9697 data_time: 0.0162 memory: 18413 grad_norm: 3.8771 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7031 loss: 1.7031 2022/08/10 22:39:01 - mmengine - INFO - Epoch(train) [15][1860/1879] lr: 2.0000e-02 eta: 16:09:06 time: 0.9650 data_time: 0.1321 memory: 18413 grad_norm: 3.7569 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.6668 loss: 1.6668 2022/08/10 22:39:17 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 22:39:17 - mmengine - INFO - Epoch(train) [15][1879/1879] lr: 2.0000e-02 eta: 16:09:06 time: 0.8224 data_time: 0.0126 memory: 18413 grad_norm: 3.7834 top1_acc: 0.2857 top5_acc: 0.5714 loss_cls: 1.7807 loss: 1.7807 2022/08/10 22:39:17 - mmengine - INFO - Saving checkpoint at 15 epochs 2022/08/10 22:39:33 - mmengine - INFO - Epoch(val) [15][20/155] eta: 0:01:38 time: 0.7277 data_time: 0.4875 memory: 2590 2022/08/10 22:39:43 - mmengine - INFO - Epoch(val) [15][40/155] eta: 0:00:58 time: 0.5077 data_time: 0.2708 memory: 2590 2022/08/10 22:39:53 - mmengine - INFO - Epoch(val) [15][60/155] eta: 0:00:48 time: 0.5081 data_time: 0.2712 memory: 2590 2022/08/10 22:40:05 - mmengine - INFO - Epoch(val) [15][80/155] eta: 0:00:45 time: 0.6003 data_time: 0.3633 memory: 2590 2022/08/10 22:40:16 - mmengine - INFO - Epoch(val) [15][100/155] eta: 0:00:29 time: 0.5359 data_time: 0.3009 memory: 2590 2022/08/10 22:40:31 - mmengine - INFO - Epoch(val) [15][120/155] eta: 0:00:26 time: 0.7512 data_time: 0.5170 memory: 2590 2022/08/10 22:40:44 - mmengine - INFO - Epoch(val) [15][140/155] eta: 0:00:09 time: 0.6264 data_time: 0.3914 memory: 2590 2022/08/10 22:41:21 - mmengine - INFO - Epoch(val) [15][155/155] acc/top1: 0.6037 acc/top5: 0.8391 acc/mean1: 0.6036 2022/08/10 22:41:50 - mmengine - INFO - Epoch(train) [16][20/1879] lr: 2.0000e-02 eta: 16:08:17 time: 1.4160 data_time: 0.2223 memory: 18413 grad_norm: 3.7579 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.5844 loss: 1.5844 2022/08/10 22:42:07 - mmengine - INFO - Epoch(train) [16][40/1879] lr: 2.0000e-02 eta: 16:07:58 time: 0.8455 data_time: 0.0165 memory: 18413 grad_norm: 3.7781 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.5299 loss: 1.5299 2022/08/10 22:42:24 - mmengine - INFO - Epoch(train) [16][60/1879] lr: 2.0000e-02 eta: 16:07:38 time: 0.8514 data_time: 0.0178 memory: 18413 grad_norm: 3.7386 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.6377 loss: 1.6377 2022/08/10 22:42:41 - mmengine - INFO - Epoch(train) [16][80/1879] lr: 2.0000e-02 eta: 16:07:19 time: 0.8537 data_time: 0.0169 memory: 18413 grad_norm: 3.6304 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6142 loss: 1.6142 2022/08/10 22:42:59 - mmengine - INFO - Epoch(train) [16][100/1879] lr: 2.0000e-02 eta: 16:07:04 time: 0.9361 data_time: 0.0982 memory: 18413 grad_norm: 3.5683 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.3315 loss: 1.3315 2022/08/10 22:43:17 - mmengine - INFO - Epoch(train) [16][120/1879] lr: 2.0000e-02 eta: 16:06:45 time: 0.8577 data_time: 0.0167 memory: 18413 grad_norm: 3.6243 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.2539 loss: 1.2539 2022/08/10 22:43:34 - mmengine - INFO - Epoch(train) [16][140/1879] lr: 2.0000e-02 eta: 16:06:26 time: 0.8504 data_time: 0.0175 memory: 18413 grad_norm: 3.8340 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.5512 loss: 1.5512 2022/08/10 22:43:51 - mmengine - INFO - Epoch(train) [16][160/1879] lr: 2.0000e-02 eta: 16:06:08 time: 0.8660 data_time: 0.0218 memory: 18413 grad_norm: 3.7757 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.7313 loss: 1.7313 2022/08/10 22:44:08 - mmengine - INFO - Epoch(train) [16][180/1879] lr: 2.0000e-02 eta: 16:05:49 time: 0.8547 data_time: 0.0172 memory: 18413 grad_norm: 3.8538 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6187 loss: 1.6187 2022/08/10 22:44:28 - mmengine - INFO - Epoch(train) [16][200/1879] lr: 2.0000e-02 eta: 16:05:37 time: 1.0183 data_time: 0.0179 memory: 18413 grad_norm: 3.8427 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.5874 loss: 1.5874 2022/08/10 22:44:45 - mmengine - INFO - Epoch(train) [16][220/1879] lr: 2.0000e-02 eta: 16:05:18 time: 0.8504 data_time: 0.0176 memory: 18413 grad_norm: 3.6882 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.4602 loss: 1.4602 2022/08/10 22:45:03 - mmengine - INFO - Epoch(train) [16][240/1879] lr: 2.0000e-02 eta: 16:04:59 time: 0.8624 data_time: 0.0200 memory: 18413 grad_norm: 3.7269 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4241 loss: 1.4241 2022/08/10 22:45:20 - mmengine - INFO - Epoch(train) [16][260/1879] lr: 2.0000e-02 eta: 16:04:41 time: 0.8737 data_time: 0.0348 memory: 18413 grad_norm: 3.6971 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 1.2921 loss: 1.2921 2022/08/10 22:45:37 - mmengine - INFO - Epoch(train) [16][280/1879] lr: 2.0000e-02 eta: 16:04:22 time: 0.8618 data_time: 0.0206 memory: 18413 grad_norm: 3.7289 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8079 loss: 1.8079 2022/08/10 22:45:57 - mmengine - INFO - Epoch(train) [16][300/1879] lr: 2.0000e-02 eta: 16:04:09 time: 0.9788 data_time: 0.0155 memory: 18413 grad_norm: 3.7019 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4984 loss: 1.4984 2022/08/10 22:46:17 - mmengine - INFO - Epoch(train) [16][320/1879] lr: 2.0000e-02 eta: 16:03:57 time: 0.9970 data_time: 0.1212 memory: 18413 grad_norm: 3.7693 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.3713 loss: 1.3713 2022/08/10 22:46:34 - mmengine - INFO - Epoch(train) [16][340/1879] lr: 2.0000e-02 eta: 16:03:38 time: 0.8607 data_time: 0.0190 memory: 18413 grad_norm: 3.7752 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.3024 loss: 1.3024 2022/08/10 22:46:52 - mmengine - INFO - Epoch(train) [16][360/1879] lr: 2.0000e-02 eta: 16:03:19 time: 0.8671 data_time: 0.0177 memory: 18413 grad_norm: 3.7918 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.6119 loss: 1.6119 2022/08/10 22:47:09 - mmengine - INFO - Epoch(train) [16][380/1879] lr: 2.0000e-02 eta: 16:03:00 time: 0.8543 data_time: 0.0177 memory: 18413 grad_norm: 3.6543 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5502 loss: 1.5502 2022/08/10 22:47:26 - mmengine - INFO - Epoch(train) [16][400/1879] lr: 2.0000e-02 eta: 16:02:41 time: 0.8530 data_time: 0.0175 memory: 18413 grad_norm: 3.7307 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.5482 loss: 1.5482 2022/08/10 22:47:43 - mmengine - INFO - Epoch(train) [16][420/1879] lr: 2.0000e-02 eta: 16:02:23 time: 0.8633 data_time: 0.0184 memory: 18413 grad_norm: 3.6467 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.6597 loss: 1.6597 2022/08/10 22:48:00 - mmengine - INFO - Epoch(train) [16][440/1879] lr: 2.0000e-02 eta: 16:02:05 time: 0.8743 data_time: 0.0194 memory: 18413 grad_norm: 3.7517 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.3331 loss: 1.3331 2022/08/10 22:48:18 - mmengine - INFO - Epoch(train) [16][460/1879] lr: 2.0000e-02 eta: 16:01:46 time: 0.8654 data_time: 0.0223 memory: 18413 grad_norm: 3.8281 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4278 loss: 1.4278 2022/08/10 22:48:38 - mmengine - INFO - Epoch(train) [16][480/1879] lr: 2.0000e-02 eta: 16:01:33 time: 0.9896 data_time: 0.0153 memory: 18413 grad_norm: 3.8486 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4165 loss: 1.4165 2022/08/10 22:48:55 - mmengine - INFO - Epoch(train) [16][500/1879] lr: 2.0000e-02 eta: 16:01:14 time: 0.8553 data_time: 0.0187 memory: 18413 grad_norm: 3.8727 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6290 loss: 1.6290 2022/08/10 22:49:13 - mmengine - INFO - Epoch(train) [16][520/1879] lr: 2.0000e-02 eta: 16:00:58 time: 0.9104 data_time: 0.0188 memory: 18413 grad_norm: 3.7866 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 1.3211 loss: 1.3211 2022/08/10 22:49:30 - mmengine - INFO - Epoch(train) [16][540/1879] lr: 2.0000e-02 eta: 16:00:39 time: 0.8559 data_time: 0.0173 memory: 18413 grad_norm: 3.7367 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4173 loss: 1.4173 2022/08/10 22:49:48 - mmengine - INFO - Epoch(train) [16][560/1879] lr: 2.0000e-02 eta: 16:00:22 time: 0.9031 data_time: 0.0661 memory: 18413 grad_norm: 3.7439 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7025 loss: 1.7025 2022/08/10 22:50:07 - mmengine - INFO - Epoch(train) [16][580/1879] lr: 2.0000e-02 eta: 16:00:08 time: 0.9525 data_time: 0.1088 memory: 18413 grad_norm: 3.8220 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.7124 loss: 1.7124 2022/08/10 22:50:25 - mmengine - INFO - Epoch(train) [16][600/1879] lr: 2.0000e-02 eta: 15:59:50 time: 0.8761 data_time: 0.0400 memory: 18413 grad_norm: 3.7793 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.5583 loss: 1.5583 2022/08/10 22:50:42 - mmengine - INFO - Epoch(train) [16][620/1879] lr: 2.0000e-02 eta: 15:59:30 time: 0.8524 data_time: 0.0186 memory: 18413 grad_norm: 3.7042 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6344 loss: 1.6344 2022/08/10 22:50:59 - mmengine - INFO - Epoch(train) [16][640/1879] lr: 2.0000e-02 eta: 15:59:11 time: 0.8527 data_time: 0.0200 memory: 18413 grad_norm: 3.6855 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.5848 loss: 1.5848 2022/08/10 22:51:16 - mmengine - INFO - Epoch(train) [16][660/1879] lr: 2.0000e-02 eta: 15:58:52 time: 0.8553 data_time: 0.0169 memory: 18413 grad_norm: 3.8042 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5956 loss: 1.5956 2022/08/10 22:51:33 - mmengine - INFO - Epoch(train) [16][680/1879] lr: 2.0000e-02 eta: 15:58:33 time: 0.8536 data_time: 0.0210 memory: 18413 grad_norm: 3.7763 top1_acc: 0.4375 top5_acc: 0.9375 loss_cls: 1.5685 loss: 1.5685 2022/08/10 22:51:50 - mmengine - INFO - Epoch(train) [16][700/1879] lr: 2.0000e-02 eta: 15:58:15 time: 0.8571 data_time: 0.0187 memory: 18413 grad_norm: 3.7848 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5852 loss: 1.5852 2022/08/10 22:52:07 - mmengine - INFO - Epoch(train) [16][720/1879] lr: 2.0000e-02 eta: 15:57:56 time: 0.8559 data_time: 0.0184 memory: 18413 grad_norm: 3.7322 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.6317 loss: 1.6317 2022/08/10 22:52:25 - mmengine - INFO - Epoch(train) [16][740/1879] lr: 2.0000e-02 eta: 15:57:37 time: 0.8679 data_time: 0.0354 memory: 18413 grad_norm: 3.7268 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.6004 loss: 1.6004 2022/08/10 22:52:42 - mmengine - INFO - Epoch(train) [16][760/1879] lr: 2.0000e-02 eta: 15:57:18 time: 0.8538 data_time: 0.0160 memory: 18413 grad_norm: 3.6987 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5635 loss: 1.5635 2022/08/10 22:52:59 - mmengine - INFO - Epoch(train) [16][780/1879] lr: 2.0000e-02 eta: 15:56:59 time: 0.8532 data_time: 0.0201 memory: 18413 grad_norm: 3.6670 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.5893 loss: 1.5893 2022/08/10 22:53:16 - mmengine - INFO - Epoch(train) [16][800/1879] lr: 2.0000e-02 eta: 15:56:40 time: 0.8589 data_time: 0.0166 memory: 18413 grad_norm: 3.7037 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.5588 loss: 1.5588 2022/08/10 22:53:29 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 22:53:33 - mmengine - INFO - Epoch(train) [16][820/1879] lr: 2.0000e-02 eta: 15:56:21 time: 0.8535 data_time: 0.0181 memory: 18413 grad_norm: 3.8534 top1_acc: 0.4375 top5_acc: 1.0000 loss_cls: 1.5940 loss: 1.5940 2022/08/10 22:53:51 - mmengine - INFO - Epoch(train) [16][840/1879] lr: 2.0000e-02 eta: 15:56:04 time: 0.8949 data_time: 0.0187 memory: 18413 grad_norm: 3.6844 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5873 loss: 1.5873 2022/08/10 22:54:14 - mmengine - INFO - Epoch(train) [16][860/1879] lr: 2.0000e-02 eta: 15:55:58 time: 1.1407 data_time: 0.0174 memory: 18413 grad_norm: 3.8660 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.6403 loss: 1.6403 2022/08/10 22:54:31 - mmengine - INFO - Epoch(train) [16][880/1879] lr: 2.0000e-02 eta: 15:55:39 time: 0.8554 data_time: 0.0191 memory: 18413 grad_norm: 3.8102 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8470 loss: 1.8470 2022/08/10 22:54:48 - mmengine - INFO - Epoch(train) [16][900/1879] lr: 2.0000e-02 eta: 15:55:21 time: 0.8641 data_time: 0.0193 memory: 18413 grad_norm: 3.8205 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 1.5914 loss: 1.5914 2022/08/10 22:55:05 - mmengine - INFO - Epoch(train) [16][920/1879] lr: 2.0000e-02 eta: 15:55:02 time: 0.8561 data_time: 0.0212 memory: 18413 grad_norm: 3.6629 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.6257 loss: 1.6257 2022/08/10 22:55:23 - mmengine - INFO - Epoch(train) [16][940/1879] lr: 2.0000e-02 eta: 15:54:45 time: 0.9124 data_time: 0.0793 memory: 18413 grad_norm: 3.8184 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7066 loss: 1.7066 2022/08/10 22:55:41 - mmengine - INFO - Epoch(train) [16][960/1879] lr: 2.0000e-02 eta: 15:54:26 time: 0.8538 data_time: 0.0196 memory: 18413 grad_norm: 3.6933 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.6821 loss: 1.6821 2022/08/10 22:55:58 - mmengine - INFO - Epoch(train) [16][980/1879] lr: 2.0000e-02 eta: 15:54:07 time: 0.8514 data_time: 0.0175 memory: 18413 grad_norm: 3.6539 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.6778 loss: 1.6778 2022/08/10 22:56:15 - mmengine - INFO - Epoch(train) [16][1000/1879] lr: 2.0000e-02 eta: 15:53:48 time: 0.8610 data_time: 0.0172 memory: 18413 grad_norm: 3.7273 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.6851 loss: 1.6851 2022/08/10 22:56:32 - mmengine - INFO - Epoch(train) [16][1020/1879] lr: 2.0000e-02 eta: 15:53:29 time: 0.8449 data_time: 0.0184 memory: 18413 grad_norm: 3.8118 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.4970 loss: 1.4970 2022/08/10 22:56:49 - mmengine - INFO - Epoch(train) [16][1040/1879] lr: 2.0000e-02 eta: 15:53:10 time: 0.8543 data_time: 0.0176 memory: 18413 grad_norm: 3.7781 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.5147 loss: 1.5147 2022/08/10 22:57:06 - mmengine - INFO - Epoch(train) [16][1060/1879] lr: 2.0000e-02 eta: 15:52:51 time: 0.8536 data_time: 0.0186 memory: 18413 grad_norm: 3.7662 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5035 loss: 1.5035 2022/08/10 22:57:23 - mmengine - INFO - Epoch(train) [16][1080/1879] lr: 2.0000e-02 eta: 15:52:32 time: 0.8584 data_time: 0.0202 memory: 18413 grad_norm: 3.8205 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.4542 loss: 1.4542 2022/08/10 22:57:40 - mmengine - INFO - Epoch(train) [16][1100/1879] lr: 2.0000e-02 eta: 15:52:13 time: 0.8499 data_time: 0.0194 memory: 18413 grad_norm: 3.7797 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6913 loss: 1.6913 2022/08/10 22:57:57 - mmengine - INFO - Epoch(train) [16][1120/1879] lr: 2.0000e-02 eta: 15:51:54 time: 0.8536 data_time: 0.0187 memory: 18413 grad_norm: 3.7409 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5530 loss: 1.5530 2022/08/10 22:58:15 - mmengine - INFO - Epoch(train) [16][1140/1879] lr: 2.0000e-02 eta: 15:51:36 time: 0.8827 data_time: 0.0167 memory: 18413 grad_norm: 3.7152 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.4119 loss: 1.4119 2022/08/10 22:58:32 - mmengine - INFO - Epoch(train) [16][1160/1879] lr: 2.0000e-02 eta: 15:51:19 time: 0.8860 data_time: 0.0205 memory: 18413 grad_norm: 3.6832 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.4053 loss: 1.4053 2022/08/10 22:58:49 - mmengine - INFO - Epoch(train) [16][1180/1879] lr: 2.0000e-02 eta: 15:50:59 time: 0.8415 data_time: 0.0182 memory: 18413 grad_norm: 3.8000 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5934 loss: 1.5934 2022/08/10 22:59:06 - mmengine - INFO - Epoch(train) [16][1200/1879] lr: 2.0000e-02 eta: 15:50:40 time: 0.8533 data_time: 0.0191 memory: 18413 grad_norm: 3.7227 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5596 loss: 1.5596 2022/08/10 22:59:23 - mmengine - INFO - Epoch(train) [16][1220/1879] lr: 2.0000e-02 eta: 15:50:21 time: 0.8484 data_time: 0.0191 memory: 18413 grad_norm: 3.8183 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.7427 loss: 1.7427 2022/08/10 22:59:40 - mmengine - INFO - Epoch(train) [16][1240/1879] lr: 2.0000e-02 eta: 15:50:02 time: 0.8448 data_time: 0.0182 memory: 18413 grad_norm: 3.7962 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5617 loss: 1.5617 2022/08/10 22:59:57 - mmengine - INFO - Epoch(train) [16][1260/1879] lr: 2.0000e-02 eta: 15:49:43 time: 0.8460 data_time: 0.0187 memory: 18413 grad_norm: 3.8525 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5388 loss: 1.5388 2022/08/10 23:00:15 - mmengine - INFO - Epoch(train) [16][1280/1879] lr: 2.0000e-02 eta: 15:49:25 time: 0.8864 data_time: 0.0187 memory: 18413 grad_norm: 3.7002 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6639 loss: 1.6639 2022/08/10 23:00:32 - mmengine - INFO - Epoch(train) [16][1300/1879] lr: 2.0000e-02 eta: 15:49:06 time: 0.8543 data_time: 0.0184 memory: 18413 grad_norm: 3.5861 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.4273 loss: 1.4273 2022/08/10 23:00:49 - mmengine - INFO - Epoch(train) [16][1320/1879] lr: 2.0000e-02 eta: 15:48:47 time: 0.8463 data_time: 0.0191 memory: 18413 grad_norm: 3.7757 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6104 loss: 1.6104 2022/08/10 23:01:06 - mmengine - INFO - Epoch(train) [16][1340/1879] lr: 2.0000e-02 eta: 15:48:28 time: 0.8487 data_time: 0.0184 memory: 18413 grad_norm: 3.9067 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 1.4271 loss: 1.4271 2022/08/10 23:01:23 - mmengine - INFO - Epoch(train) [16][1360/1879] lr: 2.0000e-02 eta: 15:48:08 time: 0.8496 data_time: 0.0171 memory: 18413 grad_norm: 3.8525 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.6216 loss: 1.6216 2022/08/10 23:01:40 - mmengine - INFO - Epoch(train) [16][1380/1879] lr: 2.0000e-02 eta: 15:47:49 time: 0.8511 data_time: 0.0195 memory: 18413 grad_norm: 3.7502 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.5675 loss: 1.5675 2022/08/10 23:01:57 - mmengine - INFO - Epoch(train) [16][1400/1879] lr: 2.0000e-02 eta: 15:47:31 time: 0.8634 data_time: 0.0176 memory: 18413 grad_norm: 3.6267 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.4811 loss: 1.4811 2022/08/10 23:02:14 - mmengine - INFO - Epoch(train) [16][1420/1879] lr: 2.0000e-02 eta: 15:47:12 time: 0.8533 data_time: 0.0191 memory: 18413 grad_norm: 3.7345 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.6673 loss: 1.6673 2022/08/10 23:02:32 - mmengine - INFO - Epoch(train) [16][1440/1879] lr: 2.0000e-02 eta: 15:46:53 time: 0.8625 data_time: 0.0318 memory: 18413 grad_norm: 3.8033 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6258 loss: 1.6258 2022/08/10 23:02:49 - mmengine - INFO - Epoch(train) [16][1460/1879] lr: 2.0000e-02 eta: 15:46:34 time: 0.8544 data_time: 0.0233 memory: 18413 grad_norm: 3.7806 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4671 loss: 1.4671 2022/08/10 23:03:06 - mmengine - INFO - Epoch(train) [16][1480/1879] lr: 2.0000e-02 eta: 15:46:15 time: 0.8497 data_time: 0.0198 memory: 18413 grad_norm: 3.6398 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.5438 loss: 1.5438 2022/08/10 23:03:23 - mmengine - INFO - Epoch(train) [16][1500/1879] lr: 2.0000e-02 eta: 15:45:56 time: 0.8497 data_time: 0.0173 memory: 18413 grad_norm: 3.7364 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.4931 loss: 1.4931 2022/08/10 23:03:40 - mmengine - INFO - Epoch(train) [16][1520/1879] lr: 2.0000e-02 eta: 15:45:37 time: 0.8579 data_time: 0.0291 memory: 18413 grad_norm: 3.8280 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6960 loss: 1.6960 2022/08/10 23:03:57 - mmengine - INFO - Epoch(train) [16][1540/1879] lr: 2.0000e-02 eta: 15:45:18 time: 0.8464 data_time: 0.0170 memory: 18413 grad_norm: 3.7135 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6341 loss: 1.6341 2022/08/10 23:04:14 - mmengine - INFO - Epoch(train) [16][1560/1879] lr: 2.0000e-02 eta: 15:44:59 time: 0.8514 data_time: 0.0182 memory: 18413 grad_norm: 3.6829 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6866 loss: 1.6866 2022/08/10 23:04:31 - mmengine - INFO - Epoch(train) [16][1580/1879] lr: 2.0000e-02 eta: 15:44:40 time: 0.8438 data_time: 0.0198 memory: 18413 grad_norm: 3.7162 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2446 loss: 1.2446 2022/08/10 23:04:48 - mmengine - INFO - Epoch(train) [16][1600/1879] lr: 2.0000e-02 eta: 15:44:21 time: 0.8517 data_time: 0.0174 memory: 18413 grad_norm: 3.8168 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.6710 loss: 1.6710 2022/08/10 23:05:05 - mmengine - INFO - Epoch(train) [16][1620/1879] lr: 2.0000e-02 eta: 15:44:02 time: 0.8551 data_time: 0.0190 memory: 18413 grad_norm: 3.6818 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5250 loss: 1.5250 2022/08/10 23:05:25 - mmengine - INFO - Epoch(train) [16][1640/1879] lr: 2.0000e-02 eta: 15:43:49 time: 0.9930 data_time: 0.0801 memory: 18413 grad_norm: 3.6829 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.6114 loss: 1.6114 2022/08/10 23:05:42 - mmengine - INFO - Epoch(train) [16][1660/1879] lr: 2.0000e-02 eta: 15:43:30 time: 0.8477 data_time: 0.0177 memory: 18413 grad_norm: 3.8354 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4411 loss: 1.4411 2022/08/10 23:05:59 - mmengine - INFO - Epoch(train) [16][1680/1879] lr: 2.0000e-02 eta: 15:43:11 time: 0.8490 data_time: 0.0182 memory: 18413 grad_norm: 3.7749 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4288 loss: 1.4288 2022/08/10 23:06:15 - mmengine - INFO - Epoch(train) [16][1700/1879] lr: 2.0000e-02 eta: 15:42:51 time: 0.8446 data_time: 0.0164 memory: 18413 grad_norm: 3.6636 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5303 loss: 1.5303 2022/08/10 23:06:32 - mmengine - INFO - Epoch(train) [16][1720/1879] lr: 2.0000e-02 eta: 15:42:32 time: 0.8442 data_time: 0.0190 memory: 18413 grad_norm: 3.7412 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.6777 loss: 1.6777 2022/08/10 23:06:49 - mmengine - INFO - Epoch(train) [16][1740/1879] lr: 2.0000e-02 eta: 15:42:13 time: 0.8455 data_time: 0.0168 memory: 18413 grad_norm: 3.6946 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.4363 loss: 1.4363 2022/08/10 23:07:06 - mmengine - INFO - Epoch(train) [16][1760/1879] lr: 2.0000e-02 eta: 15:41:54 time: 0.8580 data_time: 0.0216 memory: 18413 grad_norm: 3.6693 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4278 loss: 1.4278 2022/08/10 23:07:23 - mmengine - INFO - Epoch(train) [16][1780/1879] lr: 2.0000e-02 eta: 15:41:35 time: 0.8433 data_time: 0.0154 memory: 18413 grad_norm: 3.7288 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6800 loss: 1.6800 2022/08/10 23:07:40 - mmengine - INFO - Epoch(train) [16][1800/1879] lr: 2.0000e-02 eta: 15:41:16 time: 0.8489 data_time: 0.0195 memory: 18413 grad_norm: 3.6883 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.5328 loss: 1.5328 2022/08/10 23:07:53 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 23:07:58 - mmengine - INFO - Epoch(train) [16][1820/1879] lr: 2.0000e-02 eta: 15:40:57 time: 0.8609 data_time: 0.0187 memory: 18413 grad_norm: 3.6801 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5201 loss: 1.5201 2022/08/10 23:08:15 - mmengine - INFO - Epoch(train) [16][1840/1879] lr: 2.0000e-02 eta: 15:40:38 time: 0.8543 data_time: 0.0163 memory: 18413 grad_norm: 3.7600 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5531 loss: 1.5531 2022/08/10 23:08:32 - mmengine - INFO - Epoch(train) [16][1860/1879] lr: 2.0000e-02 eta: 15:40:19 time: 0.8510 data_time: 0.0184 memory: 18413 grad_norm: 3.8368 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4989 loss: 1.4989 2022/08/10 23:08:47 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 23:08:47 - mmengine - INFO - Epoch(train) [16][1879/1879] lr: 2.0000e-02 eta: 15:40:19 time: 0.8220 data_time: 0.0181 memory: 18413 grad_norm: 3.7916 top1_acc: 0.5714 top5_acc: 1.0000 loss_cls: 1.5286 loss: 1.5286 2022/08/10 23:09:01 - mmengine - INFO - Epoch(val) [16][20/155] eta: 0:01:29 time: 0.6656 data_time: 0.4240 memory: 2590 2022/08/10 23:09:10 - mmengine - INFO - Epoch(val) [16][40/155] eta: 0:00:51 time: 0.4516 data_time: 0.2125 memory: 2590 2022/08/10 23:09:21 - mmengine - INFO - Epoch(val) [16][60/155] eta: 0:00:52 time: 0.5483 data_time: 0.3086 memory: 2590 2022/08/10 23:09:29 - mmengine - INFO - Epoch(val) [16][80/155] eta: 0:00:31 time: 0.4235 data_time: 0.1863 memory: 2590 2022/08/10 23:09:39 - mmengine - INFO - Epoch(val) [16][100/155] eta: 0:00:28 time: 0.5176 data_time: 0.2796 memory: 2590 2022/08/10 23:09:48 - mmengine - INFO - Epoch(val) [16][120/155] eta: 0:00:14 time: 0.4189 data_time: 0.1824 memory: 2590 2022/08/10 23:10:00 - mmengine - INFO - Epoch(val) [16][140/155] eta: 0:00:09 time: 0.6153 data_time: 0.3753 memory: 2590 2022/08/10 23:10:33 - mmengine - INFO - Epoch(val) [16][155/155] acc/top1: 0.6182 acc/top5: 0.8467 acc/mean1: 0.6181 2022/08/10 23:10:34 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_15.pth is removed 2022/08/10 23:10:35 - mmengine - INFO - The best checkpoint with 0.6182 acc/top1 at 17 epoch is saved to best_acc/top1_epoch_17.pth. 2022/08/10 23:10:57 - mmengine - INFO - Epoch(train) [17][20/1879] lr: 2.0000e-02 eta: 15:39:17 time: 1.0728 data_time: 0.1725 memory: 18413 grad_norm: 3.6381 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2885 loss: 1.2885 2022/08/10 23:11:14 - mmengine - INFO - Epoch(train) [17][40/1879] lr: 2.0000e-02 eta: 15:38:58 time: 0.8540 data_time: 0.0180 memory: 18413 grad_norm: 3.6237 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 1.5827 loss: 1.5827 2022/08/10 23:11:31 - mmengine - INFO - Epoch(train) [17][60/1879] lr: 2.0000e-02 eta: 15:38:39 time: 0.8529 data_time: 0.0183 memory: 18413 grad_norm: 3.6425 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4921 loss: 1.4921 2022/08/10 23:11:48 - mmengine - INFO - Epoch(train) [17][80/1879] lr: 2.0000e-02 eta: 15:38:20 time: 0.8497 data_time: 0.0188 memory: 18413 grad_norm: 3.7009 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.3984 loss: 1.3984 2022/08/10 23:12:05 - mmengine - INFO - Epoch(train) [17][100/1879] lr: 2.0000e-02 eta: 15:38:01 time: 0.8534 data_time: 0.0188 memory: 18413 grad_norm: 3.8672 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.6596 loss: 1.6596 2022/08/10 23:12:22 - mmengine - INFO - Epoch(train) [17][120/1879] lr: 2.0000e-02 eta: 15:37:42 time: 0.8500 data_time: 0.0178 memory: 18413 grad_norm: 3.7869 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.4073 loss: 1.4073 2022/08/10 23:12:39 - mmengine - INFO - Epoch(train) [17][140/1879] lr: 2.0000e-02 eta: 15:37:23 time: 0.8471 data_time: 0.0187 memory: 18413 grad_norm: 3.6076 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.3767 loss: 1.3767 2022/08/10 23:12:56 - mmengine - INFO - Epoch(train) [17][160/1879] lr: 2.0000e-02 eta: 15:37:04 time: 0.8510 data_time: 0.0209 memory: 18413 grad_norm: 3.6013 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.3312 loss: 1.3312 2022/08/10 23:13:13 - mmengine - INFO - Epoch(train) [17][180/1879] lr: 2.0000e-02 eta: 15:36:45 time: 0.8492 data_time: 0.0185 memory: 18413 grad_norm: 3.6330 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5973 loss: 1.5973 2022/08/10 23:13:30 - mmengine - INFO - Epoch(train) [17][200/1879] lr: 2.0000e-02 eta: 15:36:26 time: 0.8504 data_time: 0.0194 memory: 18413 grad_norm: 3.8737 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.5133 loss: 1.5133 2022/08/10 23:13:47 - mmengine - INFO - Epoch(train) [17][220/1879] lr: 2.0000e-02 eta: 15:36:07 time: 0.8530 data_time: 0.0197 memory: 18413 grad_norm: 3.7114 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.4819 loss: 1.4819 2022/08/10 23:14:04 - mmengine - INFO - Epoch(train) [17][240/1879] lr: 2.0000e-02 eta: 15:35:48 time: 0.8495 data_time: 0.0181 memory: 18413 grad_norm: 3.5921 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4368 loss: 1.4368 2022/08/10 23:14:21 - mmengine - INFO - Epoch(train) [17][260/1879] lr: 2.0000e-02 eta: 15:35:30 time: 0.8545 data_time: 0.0184 memory: 18413 grad_norm: 3.6761 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6127 loss: 1.6127 2022/08/10 23:14:38 - mmengine - INFO - Epoch(train) [17][280/1879] lr: 2.0000e-02 eta: 15:35:11 time: 0.8586 data_time: 0.0192 memory: 18413 grad_norm: 3.7676 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.5279 loss: 1.5279 2022/08/10 23:14:55 - mmengine - INFO - Epoch(train) [17][300/1879] lr: 2.0000e-02 eta: 15:34:52 time: 0.8563 data_time: 0.0187 memory: 18413 grad_norm: 3.7002 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.5337 loss: 1.5337 2022/08/10 23:15:13 - mmengine - INFO - Epoch(train) [17][320/1879] lr: 2.0000e-02 eta: 15:34:33 time: 0.8538 data_time: 0.0178 memory: 18413 grad_norm: 3.7422 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.4580 loss: 1.4580 2022/08/10 23:15:30 - mmengine - INFO - Epoch(train) [17][340/1879] lr: 2.0000e-02 eta: 15:34:15 time: 0.8517 data_time: 0.0208 memory: 18413 grad_norm: 3.8003 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4698 loss: 1.4698 2022/08/10 23:15:47 - mmengine - INFO - Epoch(train) [17][360/1879] lr: 2.0000e-02 eta: 15:33:56 time: 0.8523 data_time: 0.0145 memory: 18413 grad_norm: 3.6706 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.6320 loss: 1.6320 2022/08/10 23:16:04 - mmengine - INFO - Epoch(train) [17][380/1879] lr: 2.0000e-02 eta: 15:33:37 time: 0.8545 data_time: 0.0245 memory: 18413 grad_norm: 3.7859 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.4289 loss: 1.4289 2022/08/10 23:16:21 - mmengine - INFO - Epoch(train) [17][400/1879] lr: 2.0000e-02 eta: 15:33:18 time: 0.8497 data_time: 0.0184 memory: 18413 grad_norm: 3.7104 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.5028 loss: 1.5028 2022/08/10 23:16:38 - mmengine - INFO - Epoch(train) [17][420/1879] lr: 2.0000e-02 eta: 15:32:59 time: 0.8495 data_time: 0.0168 memory: 18413 grad_norm: 3.8028 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6769 loss: 1.6769 2022/08/10 23:16:55 - mmengine - INFO - Epoch(train) [17][440/1879] lr: 2.0000e-02 eta: 15:32:40 time: 0.8572 data_time: 0.0201 memory: 18413 grad_norm: 3.7345 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4398 loss: 1.4398 2022/08/10 23:17:12 - mmengine - INFO - Epoch(train) [17][460/1879] lr: 2.0000e-02 eta: 15:32:21 time: 0.8441 data_time: 0.0168 memory: 18413 grad_norm: 3.7112 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4026 loss: 1.4026 2022/08/10 23:17:29 - mmengine - INFO - Epoch(train) [17][480/1879] lr: 2.0000e-02 eta: 15:32:02 time: 0.8463 data_time: 0.0174 memory: 18413 grad_norm: 3.7573 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.4709 loss: 1.4709 2022/08/10 23:17:46 - mmengine - INFO - Epoch(train) [17][500/1879] lr: 2.0000e-02 eta: 15:31:43 time: 0.8573 data_time: 0.0196 memory: 18413 grad_norm: 3.7214 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3273 loss: 1.3273 2022/08/10 23:18:03 - mmengine - INFO - Epoch(train) [17][520/1879] lr: 2.0000e-02 eta: 15:31:24 time: 0.8519 data_time: 0.0242 memory: 18413 grad_norm: 3.8353 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5208 loss: 1.5208 2022/08/10 23:18:20 - mmengine - INFO - Epoch(train) [17][540/1879] lr: 2.0000e-02 eta: 15:31:05 time: 0.8474 data_time: 0.0189 memory: 18413 grad_norm: 3.9470 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.4788 loss: 1.4788 2022/08/10 23:18:37 - mmengine - INFO - Epoch(train) [17][560/1879] lr: 2.0000e-02 eta: 15:30:46 time: 0.8540 data_time: 0.0174 memory: 18413 grad_norm: 3.8376 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.5142 loss: 1.5142 2022/08/10 23:18:54 - mmengine - INFO - Epoch(train) [17][580/1879] lr: 2.0000e-02 eta: 15:30:28 time: 0.8545 data_time: 0.0178 memory: 18413 grad_norm: 3.7886 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.7203 loss: 1.7203 2022/08/10 23:19:11 - mmengine - INFO - Epoch(train) [17][600/1879] lr: 2.0000e-02 eta: 15:30:09 time: 0.8494 data_time: 0.0183 memory: 18413 grad_norm: 3.7653 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7434 loss: 1.7434 2022/08/10 23:19:28 - mmengine - INFO - Epoch(train) [17][620/1879] lr: 2.0000e-02 eta: 15:29:50 time: 0.8514 data_time: 0.0198 memory: 18413 grad_norm: 3.7520 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5456 loss: 1.5456 2022/08/10 23:19:45 - mmengine - INFO - Epoch(train) [17][640/1879] lr: 2.0000e-02 eta: 15:29:31 time: 0.8540 data_time: 0.0176 memory: 18413 grad_norm: 3.7941 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.5030 loss: 1.5030 2022/08/10 23:20:02 - mmengine - INFO - Epoch(train) [17][660/1879] lr: 2.0000e-02 eta: 15:29:12 time: 0.8479 data_time: 0.0180 memory: 18413 grad_norm: 3.8289 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.4584 loss: 1.4584 2022/08/10 23:20:20 - mmengine - INFO - Epoch(train) [17][680/1879] lr: 2.0000e-02 eta: 15:28:54 time: 0.8688 data_time: 0.0377 memory: 18413 grad_norm: 3.7110 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.5848 loss: 1.5848 2022/08/10 23:20:36 - mmengine - INFO - Epoch(train) [17][700/1879] lr: 2.0000e-02 eta: 15:28:35 time: 0.8517 data_time: 0.0252 memory: 18413 grad_norm: 3.7388 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5357 loss: 1.5357 2022/08/10 23:20:54 - mmengine - INFO - Epoch(train) [17][720/1879] lr: 2.0000e-02 eta: 15:28:16 time: 0.8603 data_time: 0.0204 memory: 18413 grad_norm: 3.7511 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.5719 loss: 1.5719 2022/08/10 23:21:11 - mmengine - INFO - Epoch(train) [17][740/1879] lr: 2.0000e-02 eta: 15:27:58 time: 0.8531 data_time: 0.0249 memory: 18413 grad_norm: 3.7300 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6027 loss: 1.6027 2022/08/10 23:21:28 - mmengine - INFO - Epoch(train) [17][760/1879] lr: 2.0000e-02 eta: 15:27:39 time: 0.8493 data_time: 0.0200 memory: 18413 grad_norm: 3.7057 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.4679 loss: 1.4679 2022/08/10 23:21:45 - mmengine - INFO - Epoch(train) [17][780/1879] lr: 2.0000e-02 eta: 15:27:19 time: 0.8449 data_time: 0.0190 memory: 18413 grad_norm: 3.6280 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.4951 loss: 1.4951 2022/08/10 23:22:01 - mmengine - INFO - Epoch(train) [17][800/1879] lr: 2.0000e-02 eta: 15:27:00 time: 0.8430 data_time: 0.0173 memory: 18413 grad_norm: 3.6259 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.6297 loss: 1.6297 2022/08/10 23:22:18 - mmengine - INFO - Epoch(train) [17][820/1879] lr: 2.0000e-02 eta: 15:26:41 time: 0.8466 data_time: 0.0184 memory: 18413 grad_norm: 3.6655 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.5655 loss: 1.5655 2022/08/10 23:22:35 - mmengine - INFO - Epoch(train) [17][840/1879] lr: 2.0000e-02 eta: 15:26:22 time: 0.8525 data_time: 0.0200 memory: 18413 grad_norm: 3.7111 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.5402 loss: 1.5402 2022/08/10 23:22:52 - mmengine - INFO - Epoch(train) [17][860/1879] lr: 2.0000e-02 eta: 15:26:03 time: 0.8486 data_time: 0.0184 memory: 18413 grad_norm: 3.8468 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.5278 loss: 1.5278 2022/08/10 23:23:09 - mmengine - INFO - Epoch(train) [17][880/1879] lr: 2.0000e-02 eta: 15:25:44 time: 0.8463 data_time: 0.0185 memory: 18413 grad_norm: 3.6925 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3511 loss: 1.3511 2022/08/10 23:23:26 - mmengine - INFO - Epoch(train) [17][900/1879] lr: 2.0000e-02 eta: 15:25:25 time: 0.8457 data_time: 0.0191 memory: 18413 grad_norm: 3.6473 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.5949 loss: 1.5949 2022/08/10 23:23:43 - mmengine - INFO - Epoch(train) [17][920/1879] lr: 2.0000e-02 eta: 15:25:06 time: 0.8426 data_time: 0.0177 memory: 18413 grad_norm: 3.6944 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.3401 loss: 1.3401 2022/08/10 23:23:57 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 23:24:00 - mmengine - INFO - Epoch(train) [17][940/1879] lr: 2.0000e-02 eta: 15:24:47 time: 0.8421 data_time: 0.0179 memory: 18413 grad_norm: 3.7948 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6972 loss: 1.6972 2022/08/10 23:24:17 - mmengine - INFO - Epoch(train) [17][960/1879] lr: 2.0000e-02 eta: 15:24:28 time: 0.8429 data_time: 0.0200 memory: 18413 grad_norm: 3.9305 top1_acc: 0.5625 top5_acc: 1.0000 loss_cls: 1.5920 loss: 1.5920 2022/08/10 23:24:34 - mmengine - INFO - Epoch(train) [17][980/1879] lr: 2.0000e-02 eta: 15:24:08 time: 0.8446 data_time: 0.0176 memory: 18413 grad_norm: 3.8364 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.6170 loss: 1.6170 2022/08/10 23:24:51 - mmengine - INFO - Epoch(train) [17][1000/1879] lr: 2.0000e-02 eta: 15:23:49 time: 0.8480 data_time: 0.0187 memory: 18413 grad_norm: 3.6287 top1_acc: 0.6875 top5_acc: 0.6875 loss_cls: 1.3449 loss: 1.3449 2022/08/10 23:25:08 - mmengine - INFO - Epoch(train) [17][1020/1879] lr: 2.0000e-02 eta: 15:23:30 time: 0.8438 data_time: 0.0193 memory: 18413 grad_norm: 3.7740 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.4003 loss: 1.4003 2022/08/10 23:25:25 - mmengine - INFO - Epoch(train) [17][1040/1879] lr: 2.0000e-02 eta: 15:23:12 time: 0.8544 data_time: 0.0271 memory: 18413 grad_norm: 3.7440 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5727 loss: 1.5727 2022/08/10 23:25:42 - mmengine - INFO - Epoch(train) [17][1060/1879] lr: 2.0000e-02 eta: 15:22:52 time: 0.8438 data_time: 0.0190 memory: 18413 grad_norm: 3.7427 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6165 loss: 1.6165 2022/08/10 23:25:58 - mmengine - INFO - Epoch(train) [17][1080/1879] lr: 2.0000e-02 eta: 15:22:33 time: 0.8441 data_time: 0.0182 memory: 18413 grad_norm: 3.8007 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.5844 loss: 1.5844 2022/08/10 23:26:15 - mmengine - INFO - Epoch(train) [17][1100/1879] lr: 2.0000e-02 eta: 15:22:14 time: 0.8430 data_time: 0.0188 memory: 18413 grad_norm: 3.8322 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.6236 loss: 1.6236 2022/08/10 23:26:32 - mmengine - INFO - Epoch(train) [17][1120/1879] lr: 2.0000e-02 eta: 15:21:55 time: 0.8430 data_time: 0.0181 memory: 18413 grad_norm: 3.6903 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.5418 loss: 1.5418 2022/08/10 23:26:49 - mmengine - INFO - Epoch(train) [17][1140/1879] lr: 2.0000e-02 eta: 15:21:36 time: 0.8467 data_time: 0.0191 memory: 18413 grad_norm: 3.7264 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5741 loss: 1.5741 2022/08/10 23:27:06 - mmengine - INFO - Epoch(train) [17][1160/1879] lr: 2.0000e-02 eta: 15:21:17 time: 0.8514 data_time: 0.0190 memory: 18413 grad_norm: 3.6961 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.6008 loss: 1.6008 2022/08/10 23:27:23 - mmengine - INFO - Epoch(train) [17][1180/1879] lr: 2.0000e-02 eta: 15:20:58 time: 0.8434 data_time: 0.0190 memory: 18413 grad_norm: 3.7376 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6554 loss: 1.6554 2022/08/10 23:27:40 - mmengine - INFO - Epoch(train) [17][1200/1879] lr: 2.0000e-02 eta: 15:20:39 time: 0.8436 data_time: 0.0175 memory: 18413 grad_norm: 3.7344 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.6956 loss: 1.6956 2022/08/10 23:27:57 - mmengine - INFO - Epoch(train) [17][1220/1879] lr: 2.0000e-02 eta: 15:20:20 time: 0.8513 data_time: 0.0236 memory: 18413 grad_norm: 3.7742 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.5648 loss: 1.5648 2022/08/10 23:28:14 - mmengine - INFO - Epoch(train) [17][1240/1879] lr: 2.0000e-02 eta: 15:20:01 time: 0.8425 data_time: 0.0176 memory: 18413 grad_norm: 3.7164 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 1.6397 loss: 1.6397 2022/08/10 23:28:31 - mmengine - INFO - Epoch(train) [17][1260/1879] lr: 2.0000e-02 eta: 15:19:42 time: 0.8455 data_time: 0.0176 memory: 18413 grad_norm: 3.6734 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.3914 loss: 1.3914 2022/08/10 23:28:48 - mmengine - INFO - Epoch(train) [17][1280/1879] lr: 2.0000e-02 eta: 15:19:23 time: 0.8444 data_time: 0.0186 memory: 18413 grad_norm: 3.8119 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.3608 loss: 1.3608 2022/08/10 23:29:05 - mmengine - INFO - Epoch(train) [17][1300/1879] lr: 2.0000e-02 eta: 15:19:04 time: 0.8456 data_time: 0.0197 memory: 18413 grad_norm: 3.7775 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.6132 loss: 1.6132 2022/08/10 23:29:21 - mmengine - INFO - Epoch(train) [17][1320/1879] lr: 2.0000e-02 eta: 15:18:45 time: 0.8436 data_time: 0.0200 memory: 18413 grad_norm: 3.7248 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.6699 loss: 1.6699 2022/08/10 23:29:38 - mmengine - INFO - Epoch(train) [17][1340/1879] lr: 2.0000e-02 eta: 15:18:26 time: 0.8473 data_time: 0.0189 memory: 18413 grad_norm: 3.7199 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4769 loss: 1.4769 2022/08/10 23:29:55 - mmengine - INFO - Epoch(train) [17][1360/1879] lr: 2.0000e-02 eta: 15:18:07 time: 0.8466 data_time: 0.0194 memory: 18413 grad_norm: 3.7461 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3862 loss: 1.3862 2022/08/10 23:30:12 - mmengine - INFO - Epoch(train) [17][1380/1879] lr: 2.0000e-02 eta: 15:17:47 time: 0.8417 data_time: 0.0190 memory: 18413 grad_norm: 3.7607 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.3573 loss: 1.3573 2022/08/10 23:30:29 - mmengine - INFO - Epoch(train) [17][1400/1879] lr: 2.0000e-02 eta: 15:17:28 time: 0.8439 data_time: 0.0197 memory: 18413 grad_norm: 3.7064 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.5537 loss: 1.5537 2022/08/10 23:30:46 - mmengine - INFO - Epoch(train) [17][1420/1879] lr: 2.0000e-02 eta: 15:17:09 time: 0.8440 data_time: 0.0188 memory: 18413 grad_norm: 3.7702 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.5473 loss: 1.5473 2022/08/10 23:31:03 - mmengine - INFO - Epoch(train) [17][1440/1879] lr: 2.0000e-02 eta: 15:16:50 time: 0.8423 data_time: 0.0199 memory: 18413 grad_norm: 3.7427 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5280 loss: 1.5280 2022/08/10 23:31:20 - mmengine - INFO - Epoch(train) [17][1460/1879] lr: 2.0000e-02 eta: 15:16:31 time: 0.8532 data_time: 0.0191 memory: 18413 grad_norm: 3.7457 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.6117 loss: 1.6117 2022/08/10 23:31:37 - mmengine - INFO - Epoch(train) [17][1480/1879] lr: 2.0000e-02 eta: 15:16:12 time: 0.8473 data_time: 0.0195 memory: 18413 grad_norm: 3.6107 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.5253 loss: 1.5253 2022/08/10 23:31:54 - mmengine - INFO - Epoch(train) [17][1500/1879] lr: 2.0000e-02 eta: 15:15:54 time: 0.8524 data_time: 0.0174 memory: 18413 grad_norm: 3.6450 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6103 loss: 1.6103 2022/08/10 23:32:11 - mmengine - INFO - Epoch(train) [17][1520/1879] lr: 2.0000e-02 eta: 15:15:35 time: 0.8442 data_time: 0.0198 memory: 18413 grad_norm: 3.6874 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7356 loss: 1.7356 2022/08/10 23:32:28 - mmengine - INFO - Epoch(train) [17][1540/1879] lr: 2.0000e-02 eta: 15:15:16 time: 0.8519 data_time: 0.0180 memory: 18413 grad_norm: 3.7418 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.6410 loss: 1.6410 2022/08/10 23:32:45 - mmengine - INFO - Epoch(train) [17][1560/1879] lr: 2.0000e-02 eta: 15:14:57 time: 0.8509 data_time: 0.0204 memory: 18413 grad_norm: 3.6745 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6034 loss: 1.6034 2022/08/10 23:33:02 - mmengine - INFO - Epoch(train) [17][1580/1879] lr: 2.0000e-02 eta: 15:14:39 time: 0.8573 data_time: 0.0278 memory: 18413 grad_norm: 3.6366 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.6309 loss: 1.6309 2022/08/10 23:33:19 - mmengine - INFO - Epoch(train) [17][1600/1879] lr: 2.0000e-02 eta: 15:14:20 time: 0.8454 data_time: 0.0184 memory: 18413 grad_norm: 3.7218 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.6906 loss: 1.6906 2022/08/10 23:33:36 - mmengine - INFO - Epoch(train) [17][1620/1879] lr: 2.0000e-02 eta: 15:14:01 time: 0.8598 data_time: 0.0185 memory: 18413 grad_norm: 3.8557 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5812 loss: 1.5812 2022/08/10 23:33:53 - mmengine - INFO - Epoch(train) [17][1640/1879] lr: 2.0000e-02 eta: 15:13:42 time: 0.8488 data_time: 0.0186 memory: 18413 grad_norm: 3.8194 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.5432 loss: 1.5432 2022/08/10 23:34:10 - mmengine - INFO - Epoch(train) [17][1660/1879] lr: 2.0000e-02 eta: 15:13:23 time: 0.8481 data_time: 0.0170 memory: 18413 grad_norm: 3.7940 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.5111 loss: 1.5111 2022/08/10 23:34:27 - mmengine - INFO - Epoch(train) [17][1680/1879] lr: 2.0000e-02 eta: 15:13:04 time: 0.8490 data_time: 0.0216 memory: 18413 grad_norm: 3.6727 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.4090 loss: 1.4090 2022/08/10 23:34:44 - mmengine - INFO - Epoch(train) [17][1700/1879] lr: 2.0000e-02 eta: 15:12:45 time: 0.8452 data_time: 0.0171 memory: 18413 grad_norm: 3.7885 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4694 loss: 1.4694 2022/08/10 23:35:01 - mmengine - INFO - Epoch(train) [17][1720/1879] lr: 2.0000e-02 eta: 15:12:27 time: 0.8566 data_time: 0.0194 memory: 18413 grad_norm: 3.7361 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.4652 loss: 1.4652 2022/08/10 23:35:19 - mmengine - INFO - Epoch(train) [17][1740/1879] lr: 2.0000e-02 eta: 15:12:09 time: 0.8780 data_time: 0.0208 memory: 18413 grad_norm: 3.7047 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.6096 loss: 1.6096 2022/08/10 23:35:36 - mmengine - INFO - Epoch(train) [17][1760/1879] lr: 2.0000e-02 eta: 15:11:51 time: 0.8636 data_time: 0.0203 memory: 18413 grad_norm: 3.7017 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3407 loss: 1.3407 2022/08/10 23:35:53 - mmengine - INFO - Epoch(train) [17][1780/1879] lr: 2.0000e-02 eta: 15:11:32 time: 0.8482 data_time: 0.0188 memory: 18413 grad_norm: 3.7123 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6537 loss: 1.6537 2022/08/10 23:36:10 - mmengine - INFO - Epoch(train) [17][1800/1879] lr: 2.0000e-02 eta: 15:11:13 time: 0.8510 data_time: 0.0252 memory: 18413 grad_norm: 3.8399 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.4731 loss: 1.4731 2022/08/10 23:36:27 - mmengine - INFO - Epoch(train) [17][1820/1879] lr: 2.0000e-02 eta: 15:10:55 time: 0.8519 data_time: 0.0192 memory: 18413 grad_norm: 3.9079 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.5164 loss: 1.5164 2022/08/10 23:36:44 - mmengine - INFO - Epoch(train) [17][1840/1879] lr: 2.0000e-02 eta: 15:10:36 time: 0.8484 data_time: 0.0185 memory: 18413 grad_norm: 3.6842 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6155 loss: 1.6155 2022/08/10 23:37:01 - mmengine - INFO - Epoch(train) [17][1860/1879] lr: 2.0000e-02 eta: 15:10:17 time: 0.8468 data_time: 0.0186 memory: 18413 grad_norm: 3.7394 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.3124 loss: 1.3124 2022/08/10 23:37:17 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 23:37:17 - mmengine - INFO - Epoch(train) [17][1879/1879] lr: 2.0000e-02 eta: 15:10:17 time: 0.8326 data_time: 0.0178 memory: 18413 grad_norm: 3.7950 top1_acc: 0.4286 top5_acc: 0.5714 loss_cls: 1.6564 loss: 1.6564 2022/08/10 23:37:33 - mmengine - INFO - Epoch(val) [17][20/155] eta: 0:01:49 time: 0.8122 data_time: 0.5723 memory: 2590 2022/08/10 23:37:42 - mmengine - INFO - Epoch(val) [17][40/155] eta: 0:00:52 time: 0.4594 data_time: 0.2220 memory: 2590 2022/08/10 23:37:57 - mmengine - INFO - Epoch(val) [17][60/155] eta: 0:01:10 time: 0.7465 data_time: 0.5089 memory: 2590 2022/08/10 23:38:07 - mmengine - INFO - Epoch(val) [17][80/155] eta: 0:00:35 time: 0.4779 data_time: 0.2421 memory: 2590 2022/08/10 23:38:22 - mmengine - INFO - Epoch(val) [17][100/155] eta: 0:00:41 time: 0.7615 data_time: 0.5247 memory: 2590 2022/08/10 23:38:34 - mmengine - INFO - Epoch(val) [17][120/155] eta: 0:00:21 time: 0.6225 data_time: 0.3866 memory: 2590 2022/08/10 23:38:52 - mmengine - INFO - Epoch(val) [17][140/155] eta: 0:00:13 time: 0.8845 data_time: 0.6500 memory: 2590 2022/08/10 23:39:08 - mmengine - INFO - Epoch(val) [17][155/155] acc/top1: 0.6133 acc/top5: 0.8443 acc/mean1: 0.6131 2022/08/10 23:39:32 - mmengine - INFO - Epoch(train) [18][20/1879] lr: 2.0000e-02 eta: 15:09:23 time: 1.2113 data_time: 0.2036 memory: 18413 grad_norm: 3.7436 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.5586 loss: 1.5586 2022/08/10 23:39:49 - mmengine - INFO - Epoch(train) [18][40/1879] lr: 2.0000e-02 eta: 15:09:04 time: 0.8493 data_time: 0.0201 memory: 18413 grad_norm: 3.7269 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3771 loss: 1.3771 2022/08/10 23:40:03 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 23:40:06 - mmengine - INFO - Epoch(train) [18][60/1879] lr: 2.0000e-02 eta: 15:08:46 time: 0.8603 data_time: 0.0352 memory: 18413 grad_norm: 3.6994 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.3731 loss: 1.3731 2022/08/10 23:40:26 - mmengine - INFO - Epoch(train) [18][80/1879] lr: 2.0000e-02 eta: 15:08:32 time: 0.9942 data_time: 0.0607 memory: 18413 grad_norm: 3.6577 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3775 loss: 1.3775 2022/08/10 23:40:44 - mmengine - INFO - Epoch(train) [18][100/1879] lr: 2.0000e-02 eta: 15:08:15 time: 0.8877 data_time: 0.0181 memory: 18413 grad_norm: 3.7553 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.5435 loss: 1.5435 2022/08/10 23:41:01 - mmengine - INFO - Epoch(train) [18][120/1879] lr: 2.0000e-02 eta: 15:07:56 time: 0.8506 data_time: 0.0192 memory: 18413 grad_norm: 3.7845 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.3574 loss: 1.3574 2022/08/10 23:41:18 - mmengine - INFO - Epoch(train) [18][140/1879] lr: 2.0000e-02 eta: 15:07:38 time: 0.8515 data_time: 0.0190 memory: 18413 grad_norm: 3.8738 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.2712 loss: 1.2712 2022/08/10 23:41:35 - mmengine - INFO - Epoch(train) [18][160/1879] lr: 2.0000e-02 eta: 15:07:19 time: 0.8627 data_time: 0.0184 memory: 18413 grad_norm: 3.7973 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.4660 loss: 1.4660 2022/08/10 23:41:52 - mmengine - INFO - Epoch(train) [18][180/1879] lr: 2.0000e-02 eta: 15:07:01 time: 0.8539 data_time: 0.0181 memory: 18413 grad_norm: 3.8005 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.4433 loss: 1.4433 2022/08/10 23:42:09 - mmengine - INFO - Epoch(train) [18][200/1879] lr: 2.0000e-02 eta: 15:06:42 time: 0.8590 data_time: 0.0180 memory: 18413 grad_norm: 3.8273 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.5496 loss: 1.5496 2022/08/10 23:42:27 - mmengine - INFO - Epoch(train) [18][220/1879] lr: 2.0000e-02 eta: 15:06:24 time: 0.8609 data_time: 0.0241 memory: 18413 grad_norm: 3.8254 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6278 loss: 1.6278 2022/08/10 23:42:44 - mmengine - INFO - Epoch(train) [18][240/1879] lr: 2.0000e-02 eta: 15:06:06 time: 0.8603 data_time: 0.0191 memory: 18413 grad_norm: 3.7853 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6489 loss: 1.6489 2022/08/10 23:43:01 - mmengine - INFO - Epoch(train) [18][260/1879] lr: 2.0000e-02 eta: 15:05:47 time: 0.8569 data_time: 0.0185 memory: 18413 grad_norm: 3.6746 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.2945 loss: 1.2945 2022/08/10 23:43:18 - mmengine - INFO - Epoch(train) [18][280/1879] lr: 2.0000e-02 eta: 15:05:29 time: 0.8619 data_time: 0.0182 memory: 18413 grad_norm: 3.6767 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.4609 loss: 1.4609 2022/08/10 23:43:35 - mmengine - INFO - Epoch(train) [18][300/1879] lr: 2.0000e-02 eta: 15:05:10 time: 0.8600 data_time: 0.0186 memory: 18413 grad_norm: 3.6848 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 1.4844 loss: 1.4844 2022/08/10 23:43:52 - mmengine - INFO - Epoch(train) [18][320/1879] lr: 2.0000e-02 eta: 15:04:52 time: 0.8587 data_time: 0.0201 memory: 18413 grad_norm: 3.7424 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4107 loss: 1.4107 2022/08/10 23:44:10 - mmengine - INFO - Epoch(train) [18][340/1879] lr: 2.0000e-02 eta: 15:04:34 time: 0.8594 data_time: 0.0183 memory: 18413 grad_norm: 3.8328 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4872 loss: 1.4872 2022/08/10 23:44:27 - mmengine - INFO - Epoch(train) [18][360/1879] lr: 2.0000e-02 eta: 15:04:15 time: 0.8581 data_time: 0.0193 memory: 18413 grad_norm: 3.6038 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4159 loss: 1.4159 2022/08/10 23:44:44 - mmengine - INFO - Epoch(train) [18][380/1879] lr: 2.0000e-02 eta: 15:03:56 time: 0.8496 data_time: 0.0183 memory: 18413 grad_norm: 3.7510 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3814 loss: 1.3814 2022/08/10 23:45:01 - mmengine - INFO - Epoch(train) [18][400/1879] lr: 2.0000e-02 eta: 15:03:38 time: 0.8531 data_time: 0.0197 memory: 18413 grad_norm: 3.7626 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3678 loss: 1.3678 2022/08/10 23:45:18 - mmengine - INFO - Epoch(train) [18][420/1879] lr: 2.0000e-02 eta: 15:03:19 time: 0.8576 data_time: 0.0205 memory: 18413 grad_norm: 3.8998 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6679 loss: 1.6679 2022/08/10 23:45:35 - mmengine - INFO - Epoch(train) [18][440/1879] lr: 2.0000e-02 eta: 15:03:01 time: 0.8538 data_time: 0.0193 memory: 18413 grad_norm: 3.6680 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.3394 loss: 1.3394 2022/08/10 23:45:52 - mmengine - INFO - Epoch(train) [18][460/1879] lr: 2.0000e-02 eta: 15:02:42 time: 0.8533 data_time: 0.0183 memory: 18413 grad_norm: 3.6795 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3246 loss: 1.3246 2022/08/10 23:46:09 - mmengine - INFO - Epoch(train) [18][480/1879] lr: 2.0000e-02 eta: 15:02:23 time: 0.8511 data_time: 0.0192 memory: 18413 grad_norm: 3.8838 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.6221 loss: 1.6221 2022/08/10 23:46:26 - mmengine - INFO - Epoch(train) [18][500/1879] lr: 2.0000e-02 eta: 15:02:05 time: 0.8507 data_time: 0.0194 memory: 18413 grad_norm: 3.7601 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.6038 loss: 1.6038 2022/08/10 23:46:43 - mmengine - INFO - Epoch(train) [18][520/1879] lr: 2.0000e-02 eta: 15:01:46 time: 0.8549 data_time: 0.0209 memory: 18413 grad_norm: 3.7603 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5493 loss: 1.5493 2022/08/10 23:47:01 - mmengine - INFO - Epoch(train) [18][540/1879] lr: 2.0000e-02 eta: 15:01:29 time: 0.8920 data_time: 0.0166 memory: 18413 grad_norm: 3.8324 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.5023 loss: 1.5023 2022/08/10 23:47:19 - mmengine - INFO - Epoch(train) [18][560/1879] lr: 2.0000e-02 eta: 15:01:11 time: 0.8758 data_time: 0.0189 memory: 18413 grad_norm: 3.6699 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.4158 loss: 1.4158 2022/08/10 23:47:37 - mmengine - INFO - Epoch(train) [18][580/1879] lr: 2.0000e-02 eta: 15:00:54 time: 0.8990 data_time: 0.0194 memory: 18413 grad_norm: 3.6145 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.3260 loss: 1.3260 2022/08/10 23:47:54 - mmengine - INFO - Epoch(train) [18][600/1879] lr: 2.0000e-02 eta: 15:00:36 time: 0.8676 data_time: 0.0176 memory: 18413 grad_norm: 3.6445 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.5439 loss: 1.5439 2022/08/10 23:48:11 - mmengine - INFO - Epoch(train) [18][620/1879] lr: 2.0000e-02 eta: 15:00:18 time: 0.8553 data_time: 0.0197 memory: 18413 grad_norm: 3.7525 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4171 loss: 1.4171 2022/08/10 23:48:28 - mmengine - INFO - Epoch(train) [18][640/1879] lr: 2.0000e-02 eta: 14:59:59 time: 0.8585 data_time: 0.0190 memory: 18413 grad_norm: 3.7256 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.5654 loss: 1.5654 2022/08/10 23:48:47 - mmengine - INFO - Epoch(train) [18][660/1879] lr: 2.0000e-02 eta: 14:59:43 time: 0.9129 data_time: 0.0188 memory: 18413 grad_norm: 3.7207 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.4809 loss: 1.4809 2022/08/10 23:49:04 - mmengine - INFO - Epoch(train) [18][680/1879] lr: 2.0000e-02 eta: 14:59:25 time: 0.8584 data_time: 0.0201 memory: 18413 grad_norm: 3.7437 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.4803 loss: 1.4803 2022/08/10 23:49:21 - mmengine - INFO - Epoch(train) [18][700/1879] lr: 2.0000e-02 eta: 14:59:06 time: 0.8577 data_time: 0.0177 memory: 18413 grad_norm: 3.7717 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.5485 loss: 1.5485 2022/08/10 23:49:39 - mmengine - INFO - Epoch(train) [18][720/1879] lr: 2.0000e-02 eta: 14:58:49 time: 0.8862 data_time: 0.0181 memory: 18413 grad_norm: 3.6952 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.6337 loss: 1.6337 2022/08/10 23:49:56 - mmengine - INFO - Epoch(train) [18][740/1879] lr: 2.0000e-02 eta: 14:58:30 time: 0.8579 data_time: 0.0181 memory: 18413 grad_norm: 3.7522 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.6266 loss: 1.6266 2022/08/10 23:50:13 - mmengine - INFO - Epoch(train) [18][760/1879] lr: 2.0000e-02 eta: 14:58:12 time: 0.8729 data_time: 0.0193 memory: 18413 grad_norm: 3.6868 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5407 loss: 1.5407 2022/08/10 23:50:31 - mmengine - INFO - Epoch(train) [18][780/1879] lr: 2.0000e-02 eta: 14:57:54 time: 0.8626 data_time: 0.0212 memory: 18413 grad_norm: 3.7756 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2336 loss: 1.2336 2022/08/10 23:50:48 - mmengine - INFO - Epoch(train) [18][800/1879] lr: 2.0000e-02 eta: 14:57:36 time: 0.8517 data_time: 0.0195 memory: 18413 grad_norm: 3.6997 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.3319 loss: 1.3319 2022/08/10 23:51:05 - mmengine - INFO - Epoch(train) [18][820/1879] lr: 2.0000e-02 eta: 14:57:17 time: 0.8491 data_time: 0.0180 memory: 18413 grad_norm: 3.7872 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.4430 loss: 1.4430 2022/08/10 23:51:22 - mmengine - INFO - Epoch(train) [18][840/1879] lr: 2.0000e-02 eta: 14:56:58 time: 0.8547 data_time: 0.0180 memory: 18413 grad_norm: 3.6811 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.7352 loss: 1.7352 2022/08/10 23:51:39 - mmengine - INFO - Epoch(train) [18][860/1879] lr: 2.0000e-02 eta: 14:56:40 time: 0.8539 data_time: 0.0189 memory: 18413 grad_norm: 3.6152 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.2941 loss: 1.2941 2022/08/10 23:51:56 - mmengine - INFO - Epoch(train) [18][880/1879] lr: 2.0000e-02 eta: 14:56:21 time: 0.8531 data_time: 0.0188 memory: 18413 grad_norm: 3.6867 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5484 loss: 1.5484 2022/08/10 23:52:13 - mmengine - INFO - Epoch(train) [18][900/1879] lr: 2.0000e-02 eta: 14:56:03 time: 0.8526 data_time: 0.0182 memory: 18413 grad_norm: 3.7977 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7550 loss: 1.7550 2022/08/10 23:52:30 - mmengine - INFO - Epoch(train) [18][920/1879] lr: 2.0000e-02 eta: 14:55:44 time: 0.8604 data_time: 0.0195 memory: 18413 grad_norm: 3.7448 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5157 loss: 1.5157 2022/08/10 23:52:47 - mmengine - INFO - Epoch(train) [18][940/1879] lr: 2.0000e-02 eta: 14:55:26 time: 0.8538 data_time: 0.0194 memory: 18413 grad_norm: 3.6946 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4742 loss: 1.4742 2022/08/10 23:53:04 - mmengine - INFO - Epoch(train) [18][960/1879] lr: 2.0000e-02 eta: 14:55:07 time: 0.8571 data_time: 0.0187 memory: 18413 grad_norm: 3.7214 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5714 loss: 1.5714 2022/08/10 23:53:21 - mmengine - INFO - Epoch(train) [18][980/1879] lr: 2.0000e-02 eta: 14:54:48 time: 0.8451 data_time: 0.0184 memory: 18413 grad_norm: 3.6806 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5813 loss: 1.5813 2022/08/10 23:53:38 - mmengine - INFO - Epoch(train) [18][1000/1879] lr: 2.0000e-02 eta: 14:54:30 time: 0.8571 data_time: 0.0195 memory: 18413 grad_norm: 3.8548 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6304 loss: 1.6304 2022/08/10 23:53:55 - mmengine - INFO - Epoch(train) [18][1020/1879] lr: 2.0000e-02 eta: 14:54:11 time: 0.8565 data_time: 0.0179 memory: 18413 grad_norm: 3.7265 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.4872 loss: 1.4872 2022/08/10 23:54:13 - mmengine - INFO - Epoch(train) [18][1040/1879] lr: 2.0000e-02 eta: 14:53:53 time: 0.8521 data_time: 0.0192 memory: 18413 grad_norm: 3.7785 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.6251 loss: 1.6251 2022/08/10 23:54:27 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/10 23:54:30 - mmengine - INFO - Epoch(train) [18][1060/1879] lr: 2.0000e-02 eta: 14:53:34 time: 0.8544 data_time: 0.0195 memory: 18413 grad_norm: 3.7985 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.6685 loss: 1.6685 2022/08/10 23:54:47 - mmengine - INFO - Epoch(train) [18][1080/1879] lr: 2.0000e-02 eta: 14:53:16 time: 0.8496 data_time: 0.0190 memory: 18413 grad_norm: 3.6219 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4306 loss: 1.4306 2022/08/10 23:55:04 - mmengine - INFO - Epoch(train) [18][1100/1879] lr: 2.0000e-02 eta: 14:52:57 time: 0.8529 data_time: 0.0192 memory: 18413 grad_norm: 3.6170 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5353 loss: 1.5353 2022/08/10 23:55:25 - mmengine - INFO - Epoch(train) [18][1120/1879] lr: 2.0000e-02 eta: 14:52:46 time: 1.0684 data_time: 0.0695 memory: 18413 grad_norm: 3.7208 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4320 loss: 1.4320 2022/08/10 23:55:42 - mmengine - INFO - Epoch(train) [18][1140/1879] lr: 2.0000e-02 eta: 14:52:28 time: 0.8553 data_time: 0.0194 memory: 18413 grad_norm: 3.7437 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4664 loss: 1.4664 2022/08/10 23:55:59 - mmengine - INFO - Epoch(train) [18][1160/1879] lr: 2.0000e-02 eta: 14:52:09 time: 0.8521 data_time: 0.0189 memory: 18413 grad_norm: 3.8140 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7135 loss: 1.7135 2022/08/10 23:56:16 - mmengine - INFO - Epoch(train) [18][1180/1879] lr: 2.0000e-02 eta: 14:51:51 time: 0.8511 data_time: 0.0198 memory: 18413 grad_norm: 3.7355 top1_acc: 0.3125 top5_acc: 0.8125 loss_cls: 1.7117 loss: 1.7117 2022/08/10 23:56:33 - mmengine - INFO - Epoch(train) [18][1200/1879] lr: 2.0000e-02 eta: 14:51:32 time: 0.8522 data_time: 0.0192 memory: 18413 grad_norm: 3.6114 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3361 loss: 1.3361 2022/08/10 23:56:50 - mmengine - INFO - Epoch(train) [18][1220/1879] lr: 2.0000e-02 eta: 14:51:13 time: 0.8523 data_time: 0.0183 memory: 18413 grad_norm: 3.7934 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6383 loss: 1.6383 2022/08/10 23:57:07 - mmengine - INFO - Epoch(train) [18][1240/1879] lr: 2.0000e-02 eta: 14:50:55 time: 0.8496 data_time: 0.0189 memory: 18413 grad_norm: 3.8132 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6350 loss: 1.6350 2022/08/10 23:57:25 - mmengine - INFO - Epoch(train) [18][1260/1879] lr: 2.0000e-02 eta: 14:50:37 time: 0.8638 data_time: 0.0274 memory: 18413 grad_norm: 3.9376 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5450 loss: 1.5450 2022/08/10 23:57:42 - mmengine - INFO - Epoch(train) [18][1280/1879] lr: 2.0000e-02 eta: 14:50:18 time: 0.8468 data_time: 0.0190 memory: 18413 grad_norm: 3.7342 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.6272 loss: 1.6272 2022/08/10 23:57:59 - mmengine - INFO - Epoch(train) [18][1300/1879] lr: 2.0000e-02 eta: 14:49:59 time: 0.8599 data_time: 0.0290 memory: 18413 grad_norm: 3.7486 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.6156 loss: 1.6156 2022/08/10 23:58:16 - mmengine - INFO - Epoch(train) [18][1320/1879] lr: 2.0000e-02 eta: 14:49:41 time: 0.8501 data_time: 0.0190 memory: 18413 grad_norm: 3.7612 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.4866 loss: 1.4866 2022/08/10 23:58:33 - mmengine - INFO - Epoch(train) [18][1340/1879] lr: 2.0000e-02 eta: 14:49:22 time: 0.8519 data_time: 0.0195 memory: 18413 grad_norm: 3.7201 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.4042 loss: 1.4042 2022/08/10 23:58:50 - mmengine - INFO - Epoch(train) [18][1360/1879] lr: 2.0000e-02 eta: 14:49:04 time: 0.8588 data_time: 0.0188 memory: 18413 grad_norm: 3.7803 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.6767 loss: 1.6767 2022/08/10 23:59:07 - mmengine - INFO - Epoch(train) [18][1380/1879] lr: 2.0000e-02 eta: 14:48:45 time: 0.8469 data_time: 0.0185 memory: 18413 grad_norm: 3.7111 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5376 loss: 1.5376 2022/08/10 23:59:24 - mmengine - INFO - Epoch(train) [18][1400/1879] lr: 2.0000e-02 eta: 14:48:26 time: 0.8532 data_time: 0.0183 memory: 18413 grad_norm: 3.6409 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5131 loss: 1.5131 2022/08/10 23:59:41 - mmengine - INFO - Epoch(train) [18][1420/1879] lr: 2.0000e-02 eta: 14:48:08 time: 0.8501 data_time: 0.0185 memory: 18413 grad_norm: 3.6698 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.5644 loss: 1.5644 2022/08/10 23:59:58 - mmengine - INFO - Epoch(train) [18][1440/1879] lr: 2.0000e-02 eta: 14:47:49 time: 0.8526 data_time: 0.0194 memory: 18413 grad_norm: 3.7430 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4619 loss: 1.4619 2022/08/11 00:00:16 - mmengine - INFO - Epoch(train) [18][1460/1879] lr: 2.0000e-02 eta: 14:47:33 time: 0.9194 data_time: 0.0207 memory: 18413 grad_norm: 3.8038 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6428 loss: 1.6428 2022/08/11 00:00:33 - mmengine - INFO - Epoch(train) [18][1480/1879] lr: 2.0000e-02 eta: 14:47:14 time: 0.8484 data_time: 0.0186 memory: 18413 grad_norm: 3.7123 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.5743 loss: 1.5743 2022/08/11 00:00:51 - mmengine - INFO - Epoch(train) [18][1500/1879] lr: 2.0000e-02 eta: 14:46:56 time: 0.8588 data_time: 0.0176 memory: 18413 grad_norm: 3.7360 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4570 loss: 1.4570 2022/08/11 00:01:08 - mmengine - INFO - Epoch(train) [18][1520/1879] lr: 2.0000e-02 eta: 14:46:38 time: 0.8549 data_time: 0.0199 memory: 18413 grad_norm: 3.7414 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.6552 loss: 1.6552 2022/08/11 00:01:25 - mmengine - INFO - Epoch(train) [18][1540/1879] lr: 2.0000e-02 eta: 14:46:19 time: 0.8559 data_time: 0.0186 memory: 18413 grad_norm: 3.7892 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5759 loss: 1.5759 2022/08/11 00:01:42 - mmengine - INFO - Epoch(train) [18][1560/1879] lr: 2.0000e-02 eta: 14:46:01 time: 0.8609 data_time: 0.0193 memory: 18413 grad_norm: 3.7520 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7309 loss: 1.7309 2022/08/11 00:01:59 - mmengine - INFO - Epoch(train) [18][1580/1879] lr: 2.0000e-02 eta: 14:45:42 time: 0.8520 data_time: 0.0184 memory: 18413 grad_norm: 3.7162 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5547 loss: 1.5547 2022/08/11 00:02:16 - mmengine - INFO - Epoch(train) [18][1600/1879] lr: 2.0000e-02 eta: 14:45:24 time: 0.8529 data_time: 0.0191 memory: 18413 grad_norm: 3.8195 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4541 loss: 1.4541 2022/08/11 00:02:33 - mmengine - INFO - Epoch(train) [18][1620/1879] lr: 2.0000e-02 eta: 14:45:05 time: 0.8532 data_time: 0.0179 memory: 18413 grad_norm: 3.6935 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.5070 loss: 1.5070 2022/08/11 00:02:50 - mmengine - INFO - Epoch(train) [18][1640/1879] lr: 2.0000e-02 eta: 14:44:46 time: 0.8478 data_time: 0.0181 memory: 18413 grad_norm: 3.6996 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.4470 loss: 1.4470 2022/08/11 00:03:07 - mmengine - INFO - Epoch(train) [18][1660/1879] lr: 2.0000e-02 eta: 14:44:28 time: 0.8468 data_time: 0.0186 memory: 18413 grad_norm: 3.8483 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.6652 loss: 1.6652 2022/08/11 00:03:24 - mmengine - INFO - Epoch(train) [18][1680/1879] lr: 2.0000e-02 eta: 14:44:09 time: 0.8583 data_time: 0.0176 memory: 18413 grad_norm: 3.7686 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.4035 loss: 1.4035 2022/08/11 00:03:41 - mmengine - INFO - Epoch(train) [18][1700/1879] lr: 2.0000e-02 eta: 14:43:51 time: 0.8517 data_time: 0.0176 memory: 18413 grad_norm: 3.8463 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.6594 loss: 1.6594 2022/08/11 00:03:59 - mmengine - INFO - Epoch(train) [18][1720/1879] lr: 2.0000e-02 eta: 14:43:33 time: 0.8636 data_time: 0.0200 memory: 18413 grad_norm: 3.7412 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 1.7505 loss: 1.7505 2022/08/11 00:04:17 - mmengine - INFO - Epoch(train) [18][1740/1879] lr: 2.0000e-02 eta: 14:43:17 time: 0.9360 data_time: 0.0193 memory: 18413 grad_norm: 3.7741 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7538 loss: 1.7538 2022/08/11 00:04:35 - mmengine - INFO - Epoch(train) [18][1760/1879] lr: 2.0000e-02 eta: 14:43:00 time: 0.8999 data_time: 0.0197 memory: 18413 grad_norm: 3.7463 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.4709 loss: 1.4709 2022/08/11 00:04:55 - mmengine - INFO - Epoch(train) [18][1780/1879] lr: 2.0000e-02 eta: 14:42:46 time: 0.9674 data_time: 0.0167 memory: 18413 grad_norm: 3.7376 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5590 loss: 1.5590 2022/08/11 00:05:21 - mmengine - INFO - Epoch(train) [18][1800/1879] lr: 2.0000e-02 eta: 14:42:43 time: 1.2938 data_time: 0.0244 memory: 18413 grad_norm: 3.6556 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5256 loss: 1.5256 2022/08/11 00:05:38 - mmengine - INFO - Epoch(train) [18][1820/1879] lr: 2.0000e-02 eta: 14:42:26 time: 0.8933 data_time: 0.0198 memory: 18413 grad_norm: 3.7838 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 1.5569 loss: 1.5569 2022/08/11 00:05:55 - mmengine - INFO - Epoch(train) [18][1840/1879] lr: 2.0000e-02 eta: 14:42:07 time: 0.8521 data_time: 0.0188 memory: 18413 grad_norm: 3.7115 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4582 loss: 1.4582 2022/08/11 00:06:14 - mmengine - INFO - Epoch(train) [18][1860/1879] lr: 2.0000e-02 eta: 14:41:52 time: 0.9319 data_time: 0.0185 memory: 18413 grad_norm: 3.7028 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.5859 loss: 1.5859 2022/08/11 00:06:31 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 00:06:31 - mmengine - INFO - Epoch(train) [18][1879/1879] lr: 2.0000e-02 eta: 14:41:52 time: 0.8812 data_time: 0.0173 memory: 18413 grad_norm: 3.8007 top1_acc: 0.8571 top5_acc: 0.8571 loss_cls: 1.4575 loss: 1.4575 2022/08/11 00:06:31 - mmengine - INFO - Saving checkpoint at 18 epochs 2022/08/11 00:06:46 - mmengine - INFO - Epoch(val) [18][20/155] eta: 0:01:27 time: 0.6496 data_time: 0.4105 memory: 2590 2022/08/11 00:06:54 - mmengine - INFO - Epoch(val) [18][40/155] eta: 0:00:42 time: 0.3730 data_time: 0.1358 memory: 2590 2022/08/11 00:07:03 - mmengine - INFO - Epoch(val) [18][60/155] eta: 0:00:42 time: 0.4491 data_time: 0.2132 memory: 2590 2022/08/11 00:07:11 - mmengine - INFO - Epoch(val) [18][80/155] eta: 0:00:32 time: 0.4356 data_time: 0.1990 memory: 2590 2022/08/11 00:07:19 - mmengine - INFO - Epoch(val) [18][100/155] eta: 0:00:21 time: 0.3952 data_time: 0.1591 memory: 2590 2022/08/11 00:07:31 - mmengine - INFO - Epoch(val) [18][120/155] eta: 0:00:20 time: 0.5893 data_time: 0.3530 memory: 2590 2022/08/11 00:07:41 - mmengine - INFO - Epoch(val) [18][140/155] eta: 0:00:07 time: 0.5117 data_time: 0.2759 memory: 2590 2022/08/11 00:08:42 - mmengine - INFO - Epoch(val) [18][155/155] acc/top1: 0.6179 acc/top5: 0.8439 acc/mean1: 0.6178 2022/08/11 00:09:09 - mmengine - INFO - Epoch(train) [19][20/1879] lr: 2.0000e-02 eta: 14:41:04 time: 1.3405 data_time: 0.2164 memory: 18413 grad_norm: 3.8074 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.4948 loss: 1.4948 2022/08/11 00:09:26 - mmengine - INFO - Epoch(train) [19][40/1879] lr: 2.0000e-02 eta: 14:40:45 time: 0.8468 data_time: 0.0184 memory: 18413 grad_norm: 3.6384 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5822 loss: 1.5822 2022/08/11 00:09:43 - mmengine - INFO - Epoch(train) [19][60/1879] lr: 2.0000e-02 eta: 14:40:27 time: 0.8501 data_time: 0.0184 memory: 18413 grad_norm: 3.6873 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3850 loss: 1.3850 2022/08/11 00:10:00 - mmengine - INFO - Epoch(train) [19][80/1879] lr: 2.0000e-02 eta: 14:40:08 time: 0.8557 data_time: 0.0178 memory: 18413 grad_norm: 3.6461 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.5016 loss: 1.5016 2022/08/11 00:10:18 - mmengine - INFO - Epoch(train) [19][100/1879] lr: 2.0000e-02 eta: 14:39:51 time: 0.8887 data_time: 0.0187 memory: 18413 grad_norm: 3.6659 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.5689 loss: 1.5689 2022/08/11 00:10:39 - mmengine - INFO - Epoch(train) [19][120/1879] lr: 2.0000e-02 eta: 14:39:38 time: 1.0240 data_time: 0.0179 memory: 18413 grad_norm: 3.7595 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5293 loss: 1.5293 2022/08/11 00:10:56 - mmengine - INFO - Epoch(train) [19][140/1879] lr: 2.0000e-02 eta: 14:39:20 time: 0.8632 data_time: 0.0183 memory: 18413 grad_norm: 3.7821 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3553 loss: 1.3553 2022/08/11 00:11:13 - mmengine - INFO - Epoch(train) [19][160/1879] lr: 2.0000e-02 eta: 14:39:02 time: 0.8567 data_time: 0.0185 memory: 18413 grad_norm: 3.6868 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3585 loss: 1.3585 2022/08/11 00:11:28 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 00:11:30 - mmengine - INFO - Epoch(train) [19][180/1879] lr: 2.0000e-02 eta: 14:38:44 time: 0.8623 data_time: 0.0188 memory: 18413 grad_norm: 3.8961 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5006 loss: 1.5006 2022/08/11 00:11:52 - mmengine - INFO - Epoch(train) [19][200/1879] lr: 2.0000e-02 eta: 14:38:33 time: 1.0772 data_time: 0.0181 memory: 18413 grad_norm: 3.7928 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3769 loss: 1.3769 2022/08/11 00:12:10 - mmengine - INFO - Epoch(train) [19][220/1879] lr: 2.0000e-02 eta: 14:38:16 time: 0.8965 data_time: 0.0179 memory: 18413 grad_norm: 3.8702 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6966 loss: 1.6966 2022/08/11 00:12:27 - mmengine - INFO - Epoch(train) [19][240/1879] lr: 2.0000e-02 eta: 14:37:58 time: 0.8558 data_time: 0.0177 memory: 18413 grad_norm: 3.6255 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.2247 loss: 1.2247 2022/08/11 00:12:44 - mmengine - INFO - Epoch(train) [19][260/1879] lr: 2.0000e-02 eta: 14:37:39 time: 0.8620 data_time: 0.0193 memory: 18413 grad_norm: 3.8093 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.4596 loss: 1.4596 2022/08/11 00:13:01 - mmengine - INFO - Epoch(train) [19][280/1879] lr: 2.0000e-02 eta: 14:37:21 time: 0.8588 data_time: 0.0193 memory: 18413 grad_norm: 3.8228 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.6024 loss: 1.6024 2022/08/11 00:13:21 - mmengine - INFO - Epoch(train) [19][300/1879] lr: 2.0000e-02 eta: 14:37:07 time: 0.9919 data_time: 0.0195 memory: 18413 grad_norm: 3.8152 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.4016 loss: 1.4016 2022/08/11 00:13:42 - mmengine - INFO - Epoch(train) [19][320/1879] lr: 2.0000e-02 eta: 14:36:56 time: 1.0682 data_time: 0.0182 memory: 18413 grad_norm: 3.7148 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.4941 loss: 1.4941 2022/08/11 00:14:01 - mmengine - INFO - Epoch(train) [19][340/1879] lr: 2.0000e-02 eta: 14:36:40 time: 0.9080 data_time: 0.0184 memory: 18413 grad_norm: 3.6791 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5166 loss: 1.5166 2022/08/11 00:14:20 - mmengine - INFO - Epoch(train) [19][360/1879] lr: 2.0000e-02 eta: 14:36:26 time: 0.9899 data_time: 0.0172 memory: 18413 grad_norm: 3.7717 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.3844 loss: 1.3844 2022/08/11 00:14:38 - mmengine - INFO - Epoch(train) [19][380/1879] lr: 2.0000e-02 eta: 14:36:08 time: 0.8624 data_time: 0.0181 memory: 18413 grad_norm: 3.8728 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4042 loss: 1.4042 2022/08/11 00:14:56 - mmengine - INFO - Epoch(train) [19][400/1879] lr: 2.0000e-02 eta: 14:35:51 time: 0.9045 data_time: 0.0182 memory: 18413 grad_norm: 3.7553 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3820 loss: 1.3820 2022/08/11 00:15:18 - mmengine - INFO - Epoch(train) [19][420/1879] lr: 2.0000e-02 eta: 14:35:42 time: 1.1274 data_time: 0.0202 memory: 18413 grad_norm: 3.6916 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.4724 loss: 1.4724 2022/08/11 00:15:36 - mmengine - INFO - Epoch(train) [19][440/1879] lr: 2.0000e-02 eta: 14:35:25 time: 0.8833 data_time: 0.0178 memory: 18413 grad_norm: 3.7744 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3848 loss: 1.3848 2022/08/11 00:15:53 - mmengine - INFO - Epoch(train) [19][460/1879] lr: 2.0000e-02 eta: 14:35:06 time: 0.8601 data_time: 0.0181 memory: 18413 grad_norm: 3.7464 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.4726 loss: 1.4726 2022/08/11 00:16:10 - mmengine - INFO - Epoch(train) [19][480/1879] lr: 2.0000e-02 eta: 14:34:48 time: 0.8553 data_time: 0.0184 memory: 18413 grad_norm: 3.7537 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2675 loss: 1.2675 2022/08/11 00:16:27 - mmengine - INFO - Epoch(train) [19][500/1879] lr: 2.0000e-02 eta: 14:34:29 time: 0.8563 data_time: 0.0192 memory: 18413 grad_norm: 3.8398 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.5522 loss: 1.5522 2022/08/11 00:16:44 - mmengine - INFO - Epoch(train) [19][520/1879] lr: 2.0000e-02 eta: 14:34:11 time: 0.8544 data_time: 0.0183 memory: 18413 grad_norm: 3.7433 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5153 loss: 1.5153 2022/08/11 00:17:02 - mmengine - INFO - Epoch(train) [19][540/1879] lr: 2.0000e-02 eta: 14:33:53 time: 0.8687 data_time: 0.0184 memory: 18413 grad_norm: 3.6544 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4510 loss: 1.4510 2022/08/11 00:17:22 - mmengine - INFO - Epoch(train) [19][560/1879] lr: 2.0000e-02 eta: 14:33:40 time: 1.0153 data_time: 0.0181 memory: 18413 grad_norm: 3.6697 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.3197 loss: 1.3197 2022/08/11 00:17:39 - mmengine - INFO - Epoch(train) [19][580/1879] lr: 2.0000e-02 eta: 14:33:22 time: 0.8571 data_time: 0.0189 memory: 18413 grad_norm: 3.8425 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.4322 loss: 1.4322 2022/08/11 00:17:57 - mmengine - INFO - Epoch(train) [19][600/1879] lr: 2.0000e-02 eta: 14:33:04 time: 0.8724 data_time: 0.0188 memory: 18413 grad_norm: 3.7954 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5089 loss: 1.5089 2022/08/11 00:18:16 - mmengine - INFO - Epoch(train) [19][620/1879] lr: 2.0000e-02 eta: 14:32:48 time: 0.9400 data_time: 0.0174 memory: 18413 grad_norm: 3.7140 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4717 loss: 1.4717 2022/08/11 00:18:33 - mmengine - INFO - Epoch(train) [19][640/1879] lr: 2.0000e-02 eta: 14:32:30 time: 0.8709 data_time: 0.0191 memory: 18413 grad_norm: 3.8412 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.5182 loss: 1.5182 2022/08/11 00:18:50 - mmengine - INFO - Epoch(train) [19][660/1879] lr: 2.0000e-02 eta: 14:32:12 time: 0.8595 data_time: 0.0188 memory: 18413 grad_norm: 3.7131 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4665 loss: 1.4665 2022/08/11 00:19:10 - mmengine - INFO - Epoch(train) [19][680/1879] lr: 2.0000e-02 eta: 14:31:59 time: 1.0003 data_time: 0.0178 memory: 18413 grad_norm: 3.8704 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3905 loss: 1.3905 2022/08/11 00:19:32 - mmengine - INFO - Epoch(train) [19][700/1879] lr: 2.0000e-02 eta: 14:31:49 time: 1.1086 data_time: 0.0175 memory: 18413 grad_norm: 3.7600 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5680 loss: 1.5680 2022/08/11 00:19:49 - mmengine - INFO - Epoch(train) [19][720/1879] lr: 2.0000e-02 eta: 14:31:30 time: 0.8556 data_time: 0.0188 memory: 18413 grad_norm: 3.6808 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5150 loss: 1.5150 2022/08/11 00:20:07 - mmengine - INFO - Epoch(train) [19][740/1879] lr: 2.0000e-02 eta: 14:31:12 time: 0.8677 data_time: 0.0166 memory: 18413 grad_norm: 3.7503 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.4981 loss: 1.4981 2022/08/11 00:20:25 - mmengine - INFO - Epoch(train) [19][760/1879] lr: 2.0000e-02 eta: 14:30:56 time: 0.9122 data_time: 0.0527 memory: 18413 grad_norm: 3.8021 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.3940 loss: 1.3940 2022/08/11 00:20:43 - mmengine - INFO - Epoch(train) [19][780/1879] lr: 2.0000e-02 eta: 14:30:38 time: 0.8703 data_time: 0.0180 memory: 18413 grad_norm: 3.8455 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5924 loss: 1.5924 2022/08/11 00:21:00 - mmengine - INFO - Epoch(train) [19][800/1879] lr: 2.0000e-02 eta: 14:30:21 time: 0.8860 data_time: 0.0186 memory: 18413 grad_norm: 3.7378 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5652 loss: 1.5652 2022/08/11 00:21:24 - mmengine - INFO - Epoch(train) [19][820/1879] lr: 2.0000e-02 eta: 14:30:14 time: 1.2000 data_time: 0.0189 memory: 18413 grad_norm: 3.7917 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.5254 loss: 1.5254 2022/08/11 00:21:41 - mmengine - INFO - Epoch(train) [19][840/1879] lr: 2.0000e-02 eta: 14:29:56 time: 0.8616 data_time: 0.0196 memory: 18413 grad_norm: 3.7627 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.3909 loss: 1.3909 2022/08/11 00:21:59 - mmengine - INFO - Epoch(train) [19][860/1879] lr: 2.0000e-02 eta: 14:29:37 time: 0.8631 data_time: 0.0202 memory: 18413 grad_norm: 3.8337 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.4894 loss: 1.4894 2022/08/11 00:22:17 - mmengine - INFO - Epoch(train) [19][880/1879] lr: 2.0000e-02 eta: 14:29:21 time: 0.9167 data_time: 0.0187 memory: 18413 grad_norm: 3.8749 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4634 loss: 1.4634 2022/08/11 00:22:36 - mmengine - INFO - Epoch(train) [19][900/1879] lr: 2.0000e-02 eta: 14:29:06 time: 0.9488 data_time: 0.0178 memory: 18413 grad_norm: 3.7648 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4399 loss: 1.4399 2022/08/11 00:22:53 - mmengine - INFO - Epoch(train) [19][920/1879] lr: 2.0000e-02 eta: 14:28:47 time: 0.8489 data_time: 0.0183 memory: 18413 grad_norm: 3.6456 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3853 loss: 1.3853 2022/08/11 00:23:10 - mmengine - INFO - Epoch(train) [19][940/1879] lr: 2.0000e-02 eta: 14:28:29 time: 0.8535 data_time: 0.0179 memory: 18413 grad_norm: 3.6994 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.3599 loss: 1.3599 2022/08/11 00:23:27 - mmengine - INFO - Epoch(train) [19][960/1879] lr: 2.0000e-02 eta: 14:28:10 time: 0.8543 data_time: 0.0179 memory: 18413 grad_norm: 3.8378 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.5942 loss: 1.5942 2022/08/11 00:23:44 - mmengine - INFO - Epoch(train) [19][980/1879] lr: 2.0000e-02 eta: 14:27:51 time: 0.8492 data_time: 0.0196 memory: 18413 grad_norm: 3.6304 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4469 loss: 1.4469 2022/08/11 00:24:01 - mmengine - INFO - Epoch(train) [19][1000/1879] lr: 2.0000e-02 eta: 14:27:33 time: 0.8625 data_time: 0.0203 memory: 18413 grad_norm: 3.7323 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.4613 loss: 1.4613 2022/08/11 00:24:19 - mmengine - INFO - Epoch(train) [19][1020/1879] lr: 2.0000e-02 eta: 14:27:16 time: 0.8870 data_time: 0.0189 memory: 18413 grad_norm: 3.7596 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4870 loss: 1.4870 2022/08/11 00:24:36 - mmengine - INFO - Epoch(train) [19][1040/1879] lr: 2.0000e-02 eta: 14:26:57 time: 0.8515 data_time: 0.0192 memory: 18413 grad_norm: 3.7829 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5127 loss: 1.5127 2022/08/11 00:24:53 - mmengine - INFO - Epoch(train) [19][1060/1879] lr: 2.0000e-02 eta: 14:26:39 time: 0.8621 data_time: 0.0175 memory: 18413 grad_norm: 3.7650 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.6286 loss: 1.6286 2022/08/11 00:25:11 - mmengine - INFO - Epoch(train) [19][1080/1879] lr: 2.0000e-02 eta: 14:26:22 time: 0.8875 data_time: 0.0185 memory: 18413 grad_norm: 3.6701 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.4668 loss: 1.4668 2022/08/11 00:25:28 - mmengine - INFO - Epoch(train) [19][1100/1879] lr: 2.0000e-02 eta: 14:26:03 time: 0.8538 data_time: 0.0188 memory: 18413 grad_norm: 3.7807 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5451 loss: 1.5451 2022/08/11 00:25:45 - mmengine - INFO - Epoch(train) [19][1120/1879] lr: 2.0000e-02 eta: 14:25:45 time: 0.8570 data_time: 0.0165 memory: 18413 grad_norm: 3.6957 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4234 loss: 1.4234 2022/08/11 00:26:02 - mmengine - INFO - Epoch(train) [19][1140/1879] lr: 2.0000e-02 eta: 14:25:26 time: 0.8516 data_time: 0.0193 memory: 18413 grad_norm: 3.7567 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5290 loss: 1.5290 2022/08/11 00:26:19 - mmengine - INFO - Epoch(train) [19][1160/1879] lr: 2.0000e-02 eta: 14:25:07 time: 0.8473 data_time: 0.0182 memory: 18413 grad_norm: 3.8464 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.3356 loss: 1.3356 2022/08/11 00:26:35 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 00:26:36 - mmengine - INFO - Epoch(train) [19][1180/1879] lr: 2.0000e-02 eta: 14:24:49 time: 0.8416 data_time: 0.0181 memory: 18413 grad_norm: 3.7695 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4540 loss: 1.4540 2022/08/11 00:26:53 - mmengine - INFO - Epoch(train) [19][1200/1879] lr: 2.0000e-02 eta: 14:24:30 time: 0.8485 data_time: 0.0183 memory: 18413 grad_norm: 3.8611 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5257 loss: 1.5257 2022/08/11 00:27:10 - mmengine - INFO - Epoch(train) [19][1220/1879] lr: 2.0000e-02 eta: 14:24:11 time: 0.8533 data_time: 0.0235 memory: 18413 grad_norm: 3.7595 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4573 loss: 1.4573 2022/08/11 00:27:27 - mmengine - INFO - Epoch(train) [19][1240/1879] lr: 2.0000e-02 eta: 14:23:53 time: 0.8481 data_time: 0.0201 memory: 18413 grad_norm: 3.7039 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4775 loss: 1.4775 2022/08/11 00:27:44 - mmengine - INFO - Epoch(train) [19][1260/1879] lr: 2.0000e-02 eta: 14:23:34 time: 0.8479 data_time: 0.0184 memory: 18413 grad_norm: 3.7276 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4837 loss: 1.4837 2022/08/11 00:28:01 - mmengine - INFO - Epoch(train) [19][1280/1879] lr: 2.0000e-02 eta: 14:23:15 time: 0.8530 data_time: 0.0184 memory: 18413 grad_norm: 3.6567 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6137 loss: 1.6137 2022/08/11 00:28:18 - mmengine - INFO - Epoch(train) [19][1300/1879] lr: 2.0000e-02 eta: 14:22:57 time: 0.8496 data_time: 0.0181 memory: 18413 grad_norm: 3.7680 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5493 loss: 1.5493 2022/08/11 00:28:35 - mmengine - INFO - Epoch(train) [19][1320/1879] lr: 2.0000e-02 eta: 14:22:38 time: 0.8532 data_time: 0.0182 memory: 18413 grad_norm: 3.6831 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 1.5270 loss: 1.5270 2022/08/11 00:28:53 - mmengine - INFO - Epoch(train) [19][1340/1879] lr: 2.0000e-02 eta: 14:22:20 time: 0.8565 data_time: 0.0204 memory: 18413 grad_norm: 3.6192 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.5187 loss: 1.5187 2022/08/11 00:29:10 - mmengine - INFO - Epoch(train) [19][1360/1879] lr: 2.0000e-02 eta: 14:22:01 time: 0.8506 data_time: 0.0185 memory: 18413 grad_norm: 3.6708 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.5478 loss: 1.5478 2022/08/11 00:29:27 - mmengine - INFO - Epoch(train) [19][1380/1879] lr: 2.0000e-02 eta: 14:21:43 time: 0.8529 data_time: 0.0188 memory: 18413 grad_norm: 3.7957 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.4940 loss: 1.4940 2022/08/11 00:29:44 - mmengine - INFO - Epoch(train) [19][1400/1879] lr: 2.0000e-02 eta: 14:21:24 time: 0.8502 data_time: 0.0189 memory: 18413 grad_norm: 3.8996 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4985 loss: 1.4985 2022/08/11 00:30:01 - mmengine - INFO - Epoch(train) [19][1420/1879] lr: 2.0000e-02 eta: 14:21:06 time: 0.8473 data_time: 0.0176 memory: 18413 grad_norm: 3.7327 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.5534 loss: 1.5534 2022/08/11 00:30:18 - mmengine - INFO - Epoch(train) [19][1440/1879] lr: 2.0000e-02 eta: 14:20:47 time: 0.8640 data_time: 0.0187 memory: 18413 grad_norm: 3.7212 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4731 loss: 1.4731 2022/08/11 00:30:35 - mmengine - INFO - Epoch(train) [19][1460/1879] lr: 2.0000e-02 eta: 14:20:29 time: 0.8536 data_time: 0.0186 memory: 18413 grad_norm: 3.8115 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.6196 loss: 1.6196 2022/08/11 00:30:52 - mmengine - INFO - Epoch(train) [19][1480/1879] lr: 2.0000e-02 eta: 14:20:10 time: 0.8526 data_time: 0.0191 memory: 18413 grad_norm: 3.8106 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6245 loss: 1.6245 2022/08/11 00:31:09 - mmengine - INFO - Epoch(train) [19][1500/1879] lr: 2.0000e-02 eta: 14:19:52 time: 0.8575 data_time: 0.0251 memory: 18413 grad_norm: 3.8066 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.4451 loss: 1.4451 2022/08/11 00:31:26 - mmengine - INFO - Epoch(train) [19][1520/1879] lr: 2.0000e-02 eta: 14:19:34 time: 0.8535 data_time: 0.0185 memory: 18413 grad_norm: 3.7869 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5650 loss: 1.5650 2022/08/11 00:31:43 - mmengine - INFO - Epoch(train) [19][1540/1879] lr: 2.0000e-02 eta: 14:19:15 time: 0.8498 data_time: 0.0196 memory: 18413 grad_norm: 3.7224 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.5631 loss: 1.5631 2022/08/11 00:32:00 - mmengine - INFO - Epoch(train) [19][1560/1879] lr: 2.0000e-02 eta: 14:18:57 time: 0.8556 data_time: 0.0208 memory: 18413 grad_norm: 3.6926 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4247 loss: 1.4247 2022/08/11 00:32:17 - mmengine - INFO - Epoch(train) [19][1580/1879] lr: 2.0000e-02 eta: 14:18:38 time: 0.8525 data_time: 0.0189 memory: 18413 grad_norm: 3.5712 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.6814 loss: 1.6814 2022/08/11 00:32:35 - mmengine - INFO - Epoch(train) [19][1600/1879] lr: 2.0000e-02 eta: 14:18:20 time: 0.8573 data_time: 0.0176 memory: 18413 grad_norm: 3.7416 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 1.4734 loss: 1.4734 2022/08/11 00:32:51 - mmengine - INFO - Epoch(train) [19][1620/1879] lr: 2.0000e-02 eta: 14:18:01 time: 0.8486 data_time: 0.0187 memory: 18413 grad_norm: 3.8441 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4293 loss: 1.4293 2022/08/11 00:33:09 - mmengine - INFO - Epoch(train) [19][1640/1879] lr: 2.0000e-02 eta: 14:17:43 time: 0.8530 data_time: 0.0179 memory: 18413 grad_norm: 3.7234 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.5178 loss: 1.5178 2022/08/11 00:33:26 - mmengine - INFO - Epoch(train) [19][1660/1879] lr: 2.0000e-02 eta: 14:17:24 time: 0.8551 data_time: 0.0191 memory: 18413 grad_norm: 3.6652 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5568 loss: 1.5568 2022/08/11 00:33:43 - mmengine - INFO - Epoch(train) [19][1680/1879] lr: 2.0000e-02 eta: 14:17:06 time: 0.8619 data_time: 0.0210 memory: 18413 grad_norm: 3.6759 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5011 loss: 1.5011 2022/08/11 00:34:00 - mmengine - INFO - Epoch(train) [19][1700/1879] lr: 2.0000e-02 eta: 14:16:48 time: 0.8538 data_time: 0.0191 memory: 18413 grad_norm: 3.6909 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4623 loss: 1.4623 2022/08/11 00:34:17 - mmengine - INFO - Epoch(train) [19][1720/1879] lr: 2.0000e-02 eta: 14:16:29 time: 0.8549 data_time: 0.0201 memory: 18413 grad_norm: 3.7522 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4828 loss: 1.4828 2022/08/11 00:34:34 - mmengine - INFO - Epoch(train) [19][1740/1879] lr: 2.0000e-02 eta: 14:16:11 time: 0.8579 data_time: 0.0182 memory: 18413 grad_norm: 3.7546 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.5673 loss: 1.5673 2022/08/11 00:34:51 - mmengine - INFO - Epoch(train) [19][1760/1879] lr: 2.0000e-02 eta: 14:15:52 time: 0.8551 data_time: 0.0195 memory: 18413 grad_norm: 3.8245 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.5029 loss: 1.5029 2022/08/11 00:35:09 - mmengine - INFO - Epoch(train) [19][1780/1879] lr: 2.0000e-02 eta: 14:15:34 time: 0.8596 data_time: 0.0177 memory: 18413 grad_norm: 3.6947 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3823 loss: 1.3823 2022/08/11 00:35:26 - mmengine - INFO - Epoch(train) [19][1800/1879] lr: 2.0000e-02 eta: 14:15:16 time: 0.8518 data_time: 0.0209 memory: 18413 grad_norm: 3.7536 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.3879 loss: 1.3879 2022/08/11 00:35:45 - mmengine - INFO - Epoch(train) [19][1820/1879] lr: 2.0000e-02 eta: 14:15:01 time: 0.9564 data_time: 0.0178 memory: 18413 grad_norm: 3.8111 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4828 loss: 1.4828 2022/08/11 00:36:02 - mmengine - INFO - Epoch(train) [19][1840/1879] lr: 2.0000e-02 eta: 14:14:42 time: 0.8536 data_time: 0.0185 memory: 18413 grad_norm: 3.7727 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.4170 loss: 1.4170 2022/08/11 00:36:19 - mmengine - INFO - Epoch(train) [19][1860/1879] lr: 2.0000e-02 eta: 14:14:24 time: 0.8552 data_time: 0.0181 memory: 18413 grad_norm: 3.7256 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.4814 loss: 1.4814 2022/08/11 00:36:35 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 00:36:35 - mmengine - INFO - Epoch(train) [19][1879/1879] lr: 2.0000e-02 eta: 14:14:24 time: 0.8346 data_time: 0.0169 memory: 18413 grad_norm: 3.8206 top1_acc: 0.5714 top5_acc: 0.5714 loss_cls: 1.3209 loss: 1.3209 2022/08/11 00:36:48 - mmengine - INFO - Epoch(val) [19][20/155] eta: 0:01:27 time: 0.6491 data_time: 0.4060 memory: 2590 2022/08/11 00:36:57 - mmengine - INFO - Epoch(val) [19][40/155] eta: 0:00:52 time: 0.4537 data_time: 0.2146 memory: 2590 2022/08/11 00:37:06 - mmengine - INFO - Epoch(val) [19][60/155] eta: 0:00:44 time: 0.4680 data_time: 0.2286 memory: 2590 2022/08/11 00:37:15 - mmengine - INFO - Epoch(val) [19][80/155] eta: 0:00:32 time: 0.4384 data_time: 0.2008 memory: 2590 2022/08/11 00:37:25 - mmengine - INFO - Epoch(val) [19][100/155] eta: 0:00:27 time: 0.5047 data_time: 0.2663 memory: 2590 2022/08/11 00:37:34 - mmengine - INFO - Epoch(val) [19][120/155] eta: 0:00:15 time: 0.4311 data_time: 0.1922 memory: 2590 2022/08/11 00:37:43 - mmengine - INFO - Epoch(val) [19][140/155] eta: 0:00:06 time: 0.4459 data_time: 0.2086 memory: 2590 2022/08/11 00:38:21 - mmengine - INFO - Epoch(val) [19][155/155] acc/top1: 0.6195 acc/top5: 0.8501 acc/mean1: 0.6195 2022/08/11 00:38:21 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_17.pth is removed 2022/08/11 00:38:23 - mmengine - INFO - The best checkpoint with 0.6195 acc/top1 at 20 epoch is saved to best_acc/top1_epoch_20.pth. 2022/08/11 00:38:46 - mmengine - INFO - Epoch(train) [20][20/1879] lr: 2.0000e-02 eta: 14:13:31 time: 1.1590 data_time: 0.1819 memory: 18413 grad_norm: 3.6989 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.4958 loss: 1.4958 2022/08/11 00:39:03 - mmengine - INFO - Epoch(train) [20][40/1879] lr: 2.0000e-02 eta: 14:13:13 time: 0.8494 data_time: 0.0193 memory: 18413 grad_norm: 3.6115 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.4116 loss: 1.4116 2022/08/11 00:39:20 - mmengine - INFO - Epoch(train) [20][60/1879] lr: 2.0000e-02 eta: 14:12:54 time: 0.8458 data_time: 0.0180 memory: 18413 grad_norm: 3.7409 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.3603 loss: 1.3603 2022/08/11 00:39:37 - mmengine - INFO - Epoch(train) [20][80/1879] lr: 2.0000e-02 eta: 14:12:35 time: 0.8468 data_time: 0.0186 memory: 18413 grad_norm: 3.7352 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.6268 loss: 1.6268 2022/08/11 00:39:54 - mmengine - INFO - Epoch(train) [20][100/1879] lr: 2.0000e-02 eta: 14:12:17 time: 0.8466 data_time: 0.0180 memory: 18413 grad_norm: 3.7318 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5138 loss: 1.5138 2022/08/11 00:40:11 - mmengine - INFO - Epoch(train) [20][120/1879] lr: 2.0000e-02 eta: 14:11:59 time: 0.8607 data_time: 0.0186 memory: 18413 grad_norm: 3.7310 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4013 loss: 1.4013 2022/08/11 00:40:29 - mmengine - INFO - Epoch(train) [20][140/1879] lr: 2.0000e-02 eta: 14:11:40 time: 0.8581 data_time: 0.0304 memory: 18413 grad_norm: 3.8088 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.4142 loss: 1.4142 2022/08/11 00:40:46 - mmengine - INFO - Epoch(train) [20][160/1879] lr: 2.0000e-02 eta: 14:11:22 time: 0.8555 data_time: 0.0190 memory: 18413 grad_norm: 3.6561 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3796 loss: 1.3796 2022/08/11 00:41:03 - mmengine - INFO - Epoch(train) [20][180/1879] lr: 2.0000e-02 eta: 14:11:04 time: 0.8581 data_time: 0.0190 memory: 18413 grad_norm: 3.7698 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3946 loss: 1.3946 2022/08/11 00:41:20 - mmengine - INFO - Epoch(train) [20][200/1879] lr: 2.0000e-02 eta: 14:10:45 time: 0.8492 data_time: 0.0180 memory: 18413 grad_norm: 3.8149 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4152 loss: 1.4152 2022/08/11 00:41:37 - mmengine - INFO - Epoch(train) [20][220/1879] lr: 2.0000e-02 eta: 14:10:27 time: 0.8543 data_time: 0.0185 memory: 18413 grad_norm: 3.7092 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1870 loss: 1.1870 2022/08/11 00:41:54 - mmengine - INFO - Epoch(train) [20][240/1879] lr: 2.0000e-02 eta: 14:10:08 time: 0.8514 data_time: 0.0186 memory: 18413 grad_norm: 3.8292 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4773 loss: 1.4773 2022/08/11 00:42:11 - mmengine - INFO - Epoch(train) [20][260/1879] lr: 2.0000e-02 eta: 14:09:50 time: 0.8487 data_time: 0.0183 memory: 18413 grad_norm: 3.7045 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.5730 loss: 1.5730 2022/08/11 00:42:28 - mmengine - INFO - Epoch(train) [20][280/1879] lr: 2.0000e-02 eta: 14:09:31 time: 0.8544 data_time: 0.0182 memory: 18413 grad_norm: 3.7090 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5438 loss: 1.5438 2022/08/11 00:42:44 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 00:42:45 - mmengine - INFO - Epoch(train) [20][300/1879] lr: 2.0000e-02 eta: 14:09:13 time: 0.8549 data_time: 0.0183 memory: 18413 grad_norm: 3.7454 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.5350 loss: 1.5350 2022/08/11 00:43:02 - mmengine - INFO - Epoch(train) [20][320/1879] lr: 2.0000e-02 eta: 14:08:55 time: 0.8607 data_time: 0.0204 memory: 18413 grad_norm: 3.7287 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.4291 loss: 1.4291 2022/08/11 00:43:19 - mmengine - INFO - Epoch(train) [20][340/1879] lr: 2.0000e-02 eta: 14:08:36 time: 0.8525 data_time: 0.0177 memory: 18413 grad_norm: 3.7866 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3798 loss: 1.3798 2022/08/11 00:43:37 - mmengine - INFO - Epoch(train) [20][360/1879] lr: 2.0000e-02 eta: 14:08:18 time: 0.8559 data_time: 0.0182 memory: 18413 grad_norm: 3.7989 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5080 loss: 1.5080 2022/08/11 00:43:54 - mmengine - INFO - Epoch(train) [20][380/1879] lr: 2.0000e-02 eta: 14:08:00 time: 0.8674 data_time: 0.0183 memory: 18413 grad_norm: 3.8301 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6320 loss: 1.6320 2022/08/11 00:44:11 - mmengine - INFO - Epoch(train) [20][400/1879] lr: 2.0000e-02 eta: 14:07:42 time: 0.8545 data_time: 0.0189 memory: 18413 grad_norm: 3.7384 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.5109 loss: 1.5109 2022/08/11 00:44:28 - mmengine - INFO - Epoch(train) [20][420/1879] lr: 2.0000e-02 eta: 14:07:23 time: 0.8648 data_time: 0.0173 memory: 18413 grad_norm: 3.6859 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.3482 loss: 1.3482 2022/08/11 00:44:46 - mmengine - INFO - Epoch(train) [20][440/1879] lr: 2.0000e-02 eta: 14:07:05 time: 0.8627 data_time: 0.0183 memory: 18413 grad_norm: 3.7044 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4630 loss: 1.4630 2022/08/11 00:45:03 - mmengine - INFO - Epoch(train) [20][460/1879] lr: 2.0000e-02 eta: 14:06:47 time: 0.8628 data_time: 0.0177 memory: 18413 grad_norm: 3.8454 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3543 loss: 1.3543 2022/08/11 00:45:21 - mmengine - INFO - Epoch(train) [20][480/1879] lr: 2.0000e-02 eta: 14:06:31 time: 0.9134 data_time: 0.0832 memory: 18413 grad_norm: 3.8056 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.6158 loss: 1.6158 2022/08/11 00:45:38 - mmengine - INFO - Epoch(train) [20][500/1879] lr: 2.0000e-02 eta: 14:06:12 time: 0.8513 data_time: 0.0188 memory: 18413 grad_norm: 3.8090 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.4582 loss: 1.4582 2022/08/11 00:45:55 - mmengine - INFO - Epoch(train) [20][520/1879] lr: 2.0000e-02 eta: 14:05:54 time: 0.8521 data_time: 0.0192 memory: 18413 grad_norm: 3.7114 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4852 loss: 1.4852 2022/08/11 00:46:12 - mmengine - INFO - Epoch(train) [20][540/1879] lr: 2.0000e-02 eta: 14:05:35 time: 0.8499 data_time: 0.0190 memory: 18413 grad_norm: 3.6952 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.3579 loss: 1.3579 2022/08/11 00:46:29 - mmengine - INFO - Epoch(train) [20][560/1879] lr: 2.0000e-02 eta: 14:05:17 time: 0.8495 data_time: 0.0176 memory: 18413 grad_norm: 3.7580 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 1.5322 loss: 1.5322 2022/08/11 00:46:46 - mmengine - INFO - Epoch(train) [20][580/1879] lr: 2.0000e-02 eta: 14:04:58 time: 0.8489 data_time: 0.0181 memory: 18413 grad_norm: 3.6566 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3682 loss: 1.3682 2022/08/11 00:47:03 - mmengine - INFO - Epoch(train) [20][600/1879] lr: 2.0000e-02 eta: 14:04:40 time: 0.8508 data_time: 0.0181 memory: 18413 grad_norm: 3.8587 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.3245 loss: 1.3245 2022/08/11 00:47:20 - mmengine - INFO - Epoch(train) [20][620/1879] lr: 2.0000e-02 eta: 14:04:21 time: 0.8493 data_time: 0.0190 memory: 18413 grad_norm: 3.7998 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.4623 loss: 1.4623 2022/08/11 00:47:37 - mmengine - INFO - Epoch(train) [20][640/1879] lr: 2.0000e-02 eta: 14:04:03 time: 0.8520 data_time: 0.0187 memory: 18413 grad_norm: 3.7441 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3527 loss: 1.3527 2022/08/11 00:47:55 - mmengine - INFO - Epoch(train) [20][660/1879] lr: 2.0000e-02 eta: 14:03:46 time: 0.8942 data_time: 0.0239 memory: 18413 grad_norm: 3.7917 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3893 loss: 1.3893 2022/08/11 00:48:12 - mmengine - INFO - Epoch(train) [20][680/1879] lr: 2.0000e-02 eta: 14:03:27 time: 0.8576 data_time: 0.0183 memory: 18413 grad_norm: 3.6445 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.5566 loss: 1.5566 2022/08/11 00:48:29 - mmengine - INFO - Epoch(train) [20][700/1879] lr: 2.0000e-02 eta: 14:03:09 time: 0.8530 data_time: 0.0180 memory: 18413 grad_norm: 3.7894 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.5698 loss: 1.5698 2022/08/11 00:48:46 - mmengine - INFO - Epoch(train) [20][720/1879] lr: 2.0000e-02 eta: 14:02:51 time: 0.8571 data_time: 0.0189 memory: 18413 grad_norm: 3.6986 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.4735 loss: 1.4735 2022/08/11 00:49:04 - mmengine - INFO - Epoch(train) [20][740/1879] lr: 2.0000e-02 eta: 14:02:32 time: 0.8554 data_time: 0.0180 memory: 18413 grad_norm: 3.7089 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5352 loss: 1.5352 2022/08/11 00:49:21 - mmengine - INFO - Epoch(train) [20][760/1879] lr: 2.0000e-02 eta: 14:02:14 time: 0.8492 data_time: 0.0186 memory: 18413 grad_norm: 3.7561 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5041 loss: 1.5041 2022/08/11 00:49:38 - mmengine - INFO - Epoch(train) [20][780/1879] lr: 2.0000e-02 eta: 14:01:55 time: 0.8500 data_time: 0.0186 memory: 18413 grad_norm: 3.6143 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3024 loss: 1.3024 2022/08/11 00:49:54 - mmengine - INFO - Epoch(train) [20][800/1879] lr: 2.0000e-02 eta: 14:01:37 time: 0.8455 data_time: 0.0181 memory: 18413 grad_norm: 3.9062 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3859 loss: 1.3859 2022/08/11 00:50:11 - mmengine - INFO - Epoch(train) [20][820/1879] lr: 2.0000e-02 eta: 14:01:18 time: 0.8475 data_time: 0.0183 memory: 18413 grad_norm: 3.6860 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5219 loss: 1.5219 2022/08/11 00:50:28 - mmengine - INFO - Epoch(train) [20][840/1879] lr: 2.0000e-02 eta: 14:01:00 time: 0.8482 data_time: 0.0202 memory: 18413 grad_norm: 3.7899 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.5431 loss: 1.5431 2022/08/11 00:50:46 - mmengine - INFO - Epoch(train) [20][860/1879] lr: 2.0000e-02 eta: 14:00:41 time: 0.8520 data_time: 0.0177 memory: 18413 grad_norm: 3.7451 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5187 loss: 1.5187 2022/08/11 00:51:03 - mmengine - INFO - Epoch(train) [20][880/1879] lr: 2.0000e-02 eta: 14:00:23 time: 0.8546 data_time: 0.0258 memory: 18413 grad_norm: 3.7996 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3257 loss: 1.3257 2022/08/11 00:51:20 - mmengine - INFO - Epoch(train) [20][900/1879] lr: 2.0000e-02 eta: 14:00:05 time: 0.8564 data_time: 0.0187 memory: 18413 grad_norm: 3.8772 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.5323 loss: 1.5323 2022/08/11 00:51:37 - mmengine - INFO - Epoch(train) [20][920/1879] lr: 2.0000e-02 eta: 13:59:46 time: 0.8477 data_time: 0.0179 memory: 18413 grad_norm: 3.7610 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.4639 loss: 1.4639 2022/08/11 00:51:54 - mmengine - INFO - Epoch(train) [20][940/1879] lr: 2.0000e-02 eta: 13:59:28 time: 0.8484 data_time: 0.0193 memory: 18413 grad_norm: 3.7300 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.5901 loss: 1.5901 2022/08/11 00:52:11 - mmengine - INFO - Epoch(train) [20][960/1879] lr: 2.0000e-02 eta: 13:59:09 time: 0.8527 data_time: 0.0181 memory: 18413 grad_norm: 3.6790 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5510 loss: 1.5510 2022/08/11 00:52:28 - mmengine - INFO - Epoch(train) [20][980/1879] lr: 2.0000e-02 eta: 13:58:51 time: 0.8606 data_time: 0.0182 memory: 18413 grad_norm: 3.7129 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.6219 loss: 1.6219 2022/08/11 00:52:45 - mmengine - INFO - Epoch(train) [20][1000/1879] lr: 2.0000e-02 eta: 13:58:33 time: 0.8518 data_time: 0.0204 memory: 18413 grad_norm: 3.6384 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.3783 loss: 1.3783 2022/08/11 00:53:02 - mmengine - INFO - Epoch(train) [20][1020/1879] lr: 2.0000e-02 eta: 13:58:14 time: 0.8501 data_time: 0.0240 memory: 18413 grad_norm: 3.6723 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.5351 loss: 1.5351 2022/08/11 00:53:19 - mmengine - INFO - Epoch(train) [20][1040/1879] lr: 2.0000e-02 eta: 13:57:56 time: 0.8503 data_time: 0.0192 memory: 18413 grad_norm: 3.7056 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.6188 loss: 1.6188 2022/08/11 00:53:36 - mmengine - INFO - Epoch(train) [20][1060/1879] lr: 2.0000e-02 eta: 13:57:37 time: 0.8465 data_time: 0.0185 memory: 18413 grad_norm: 3.7284 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4334 loss: 1.4334 2022/08/11 00:53:53 - mmengine - INFO - Epoch(train) [20][1080/1879] lr: 2.0000e-02 eta: 13:57:18 time: 0.8473 data_time: 0.0184 memory: 18413 grad_norm: 3.8587 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 1.5868 loss: 1.5868 2022/08/11 00:54:10 - mmengine - INFO - Epoch(train) [20][1100/1879] lr: 2.0000e-02 eta: 13:57:00 time: 0.8497 data_time: 0.0177 memory: 18413 grad_norm: 3.7644 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.5767 loss: 1.5767 2022/08/11 00:54:27 - mmengine - INFO - Epoch(train) [20][1120/1879] lr: 2.0000e-02 eta: 13:56:42 time: 0.8534 data_time: 0.0210 memory: 18413 grad_norm: 3.6957 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.4097 loss: 1.4097 2022/08/11 00:54:44 - mmengine - INFO - Epoch(train) [20][1140/1879] lr: 2.0000e-02 eta: 13:56:23 time: 0.8478 data_time: 0.0192 memory: 18413 grad_norm: 3.8282 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.5624 loss: 1.5624 2022/08/11 00:55:01 - mmengine - INFO - Epoch(train) [20][1160/1879] lr: 2.0000e-02 eta: 13:56:05 time: 0.8513 data_time: 0.0190 memory: 18413 grad_norm: 3.6982 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5210 loss: 1.5210 2022/08/11 00:55:18 - mmengine - INFO - Epoch(train) [20][1180/1879] lr: 2.0000e-02 eta: 13:55:46 time: 0.8511 data_time: 0.0195 memory: 18413 grad_norm: 3.8130 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4507 loss: 1.4507 2022/08/11 00:55:35 - mmengine - INFO - Epoch(train) [20][1200/1879] lr: 2.0000e-02 eta: 13:55:28 time: 0.8459 data_time: 0.0210 memory: 18413 grad_norm: 3.8409 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.7668 loss: 1.7668 2022/08/11 00:55:52 - mmengine - INFO - Epoch(train) [20][1220/1879] lr: 2.0000e-02 eta: 13:55:09 time: 0.8522 data_time: 0.0184 memory: 18413 grad_norm: 3.7117 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5674 loss: 1.5674 2022/08/11 00:56:09 - mmengine - INFO - Epoch(train) [20][1240/1879] lr: 2.0000e-02 eta: 13:54:51 time: 0.8570 data_time: 0.0177 memory: 18413 grad_norm: 3.8229 top1_acc: 0.4375 top5_acc: 0.9375 loss_cls: 1.6767 loss: 1.6767 2022/08/11 00:56:26 - mmengine - INFO - Epoch(train) [20][1260/1879] lr: 2.0000e-02 eta: 13:54:33 time: 0.8526 data_time: 0.0185 memory: 18413 grad_norm: 3.8075 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4969 loss: 1.4969 2022/08/11 00:56:43 - mmengine - INFO - Epoch(train) [20][1280/1879] lr: 2.0000e-02 eta: 13:54:14 time: 0.8503 data_time: 0.0192 memory: 18413 grad_norm: 3.7804 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.5339 loss: 1.5339 2022/08/11 00:56:59 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 00:57:00 - mmengine - INFO - Epoch(train) [20][1300/1879] lr: 2.0000e-02 eta: 13:53:56 time: 0.8475 data_time: 0.0181 memory: 18413 grad_norm: 3.8245 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5433 loss: 1.5433 2022/08/11 00:57:17 - mmengine - INFO - Epoch(train) [20][1320/1879] lr: 2.0000e-02 eta: 13:53:37 time: 0.8482 data_time: 0.0181 memory: 18413 grad_norm: 3.7323 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.4064 loss: 1.4064 2022/08/11 00:57:34 - mmengine - INFO - Epoch(train) [20][1340/1879] lr: 2.0000e-02 eta: 13:53:19 time: 0.8495 data_time: 0.0188 memory: 18413 grad_norm: 3.6580 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4923 loss: 1.4923 2022/08/11 00:57:51 - mmengine - INFO - Epoch(train) [20][1360/1879] lr: 2.0000e-02 eta: 13:53:00 time: 0.8482 data_time: 0.0200 memory: 18413 grad_norm: 3.8611 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3041 loss: 1.3041 2022/08/11 00:58:08 - mmengine - INFO - Epoch(train) [20][1380/1879] lr: 2.0000e-02 eta: 13:52:42 time: 0.8486 data_time: 0.0184 memory: 18413 grad_norm: 3.8554 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.2972 loss: 1.2972 2022/08/11 00:58:25 - mmengine - INFO - Epoch(train) [20][1400/1879] lr: 2.0000e-02 eta: 13:52:23 time: 0.8523 data_time: 0.0264 memory: 18413 grad_norm: 3.6866 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.3533 loss: 1.3533 2022/08/11 00:58:42 - mmengine - INFO - Epoch(train) [20][1420/1879] lr: 2.0000e-02 eta: 13:52:05 time: 0.8517 data_time: 0.0186 memory: 18413 grad_norm: 3.6944 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.4785 loss: 1.4785 2022/08/11 00:58:59 - mmengine - INFO - Epoch(train) [20][1440/1879] lr: 2.0000e-02 eta: 13:51:47 time: 0.8566 data_time: 0.0188 memory: 18413 grad_norm: 3.7779 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.4876 loss: 1.4876 2022/08/11 00:59:16 - mmengine - INFO - Epoch(train) [20][1460/1879] lr: 2.0000e-02 eta: 13:51:29 time: 0.8628 data_time: 0.0176 memory: 18413 grad_norm: 3.7514 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5402 loss: 1.5402 2022/08/11 00:59:33 - mmengine - INFO - Epoch(train) [20][1480/1879] lr: 2.0000e-02 eta: 13:51:10 time: 0.8479 data_time: 0.0205 memory: 18413 grad_norm: 3.7936 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5788 loss: 1.5788 2022/08/11 00:59:50 - mmengine - INFO - Epoch(train) [20][1500/1879] lr: 2.0000e-02 eta: 13:50:52 time: 0.8516 data_time: 0.0193 memory: 18413 grad_norm: 3.7954 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.6315 loss: 1.6315 2022/08/11 01:00:08 - mmengine - INFO - Epoch(train) [20][1520/1879] lr: 2.0000e-02 eta: 13:50:33 time: 0.8557 data_time: 0.0197 memory: 18413 grad_norm: 3.7493 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5330 loss: 1.5330 2022/08/11 01:00:25 - mmengine - INFO - Epoch(train) [20][1540/1879] lr: 2.0000e-02 eta: 13:50:15 time: 0.8601 data_time: 0.0280 memory: 18413 grad_norm: 3.6858 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5276 loss: 1.5276 2022/08/11 01:00:42 - mmengine - INFO - Epoch(train) [20][1560/1879] lr: 2.0000e-02 eta: 13:49:57 time: 0.8609 data_time: 0.0250 memory: 18413 grad_norm: 3.7442 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4485 loss: 1.4485 2022/08/11 01:00:59 - mmengine - INFO - Epoch(train) [20][1580/1879] lr: 2.0000e-02 eta: 13:49:39 time: 0.8519 data_time: 0.0177 memory: 18413 grad_norm: 3.7653 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.4892 loss: 1.4892 2022/08/11 01:01:16 - mmengine - INFO - Epoch(train) [20][1600/1879] lr: 2.0000e-02 eta: 13:49:20 time: 0.8499 data_time: 0.0202 memory: 18413 grad_norm: 3.7978 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.5155 loss: 1.5155 2022/08/11 01:01:33 - mmengine - INFO - Epoch(train) [20][1620/1879] lr: 2.0000e-02 eta: 13:49:02 time: 0.8579 data_time: 0.0201 memory: 18413 grad_norm: 3.7072 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4019 loss: 1.4019 2022/08/11 01:01:50 - mmengine - INFO - Epoch(train) [20][1640/1879] lr: 2.0000e-02 eta: 13:48:44 time: 0.8528 data_time: 0.0178 memory: 18413 grad_norm: 3.6581 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4196 loss: 1.4196 2022/08/11 01:02:07 - mmengine - INFO - Epoch(train) [20][1660/1879] lr: 2.0000e-02 eta: 13:48:26 time: 0.8528 data_time: 0.0173 memory: 18413 grad_norm: 3.7856 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.3183 loss: 1.3183 2022/08/11 01:02:24 - mmengine - INFO - Epoch(train) [20][1680/1879] lr: 2.0000e-02 eta: 13:48:07 time: 0.8558 data_time: 0.0180 memory: 18413 grad_norm: 3.7259 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4862 loss: 1.4862 2022/08/11 01:02:44 - mmengine - INFO - Epoch(train) [20][1700/1879] lr: 2.0000e-02 eta: 13:47:53 time: 0.9773 data_time: 0.0185 memory: 18413 grad_norm: 3.8659 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.5514 loss: 1.5514 2022/08/11 01:03:01 - mmengine - INFO - Epoch(train) [20][1720/1879] lr: 2.0000e-02 eta: 13:47:35 time: 0.8587 data_time: 0.0183 memory: 18413 grad_norm: 3.7784 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 1.2152 loss: 1.2152 2022/08/11 01:03:18 - mmengine - INFO - Epoch(train) [20][1740/1879] lr: 2.0000e-02 eta: 13:47:16 time: 0.8521 data_time: 0.0191 memory: 18413 grad_norm: 3.7736 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.5292 loss: 1.5292 2022/08/11 01:03:39 - mmengine - INFO - Epoch(train) [20][1760/1879] lr: 2.0000e-02 eta: 13:47:04 time: 1.0639 data_time: 0.0175 memory: 18413 grad_norm: 3.8013 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6932 loss: 1.6932 2022/08/11 01:03:57 - mmengine - INFO - Epoch(train) [20][1780/1879] lr: 2.0000e-02 eta: 13:46:46 time: 0.8586 data_time: 0.0178 memory: 18413 grad_norm: 3.7735 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.5042 loss: 1.5042 2022/08/11 01:04:14 - mmengine - INFO - Epoch(train) [20][1800/1879] lr: 2.0000e-02 eta: 13:46:28 time: 0.8536 data_time: 0.0194 memory: 18413 grad_norm: 3.8546 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.3422 loss: 1.3422 2022/08/11 01:04:31 - mmengine - INFO - Epoch(train) [20][1820/1879] lr: 2.0000e-02 eta: 13:46:09 time: 0.8510 data_time: 0.0204 memory: 18413 grad_norm: 3.8493 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.2932 loss: 1.2932 2022/08/11 01:04:48 - mmengine - INFO - Epoch(train) [20][1840/1879] lr: 2.0000e-02 eta: 13:45:51 time: 0.8555 data_time: 0.0181 memory: 18413 grad_norm: 3.7414 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5412 loss: 1.5412 2022/08/11 01:05:05 - mmengine - INFO - Epoch(train) [20][1860/1879] lr: 2.0000e-02 eta: 13:45:33 time: 0.8617 data_time: 0.0189 memory: 18413 grad_norm: 3.8250 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6176 loss: 1.6176 2022/08/11 01:05:22 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 01:05:22 - mmengine - INFO - Epoch(train) [20][1879/1879] lr: 2.0000e-02 eta: 13:45:33 time: 0.8890 data_time: 0.0826 memory: 18413 grad_norm: 3.7372 top1_acc: 0.7143 top5_acc: 1.0000 loss_cls: 1.4857 loss: 1.4857 2022/08/11 01:05:36 - mmengine - INFO - Epoch(val) [20][20/155] eta: 0:01:32 time: 0.6846 data_time: 0.4431 memory: 2590 2022/08/11 01:05:48 - mmengine - INFO - Epoch(val) [20][40/155] eta: 0:01:12 time: 0.6342 data_time: 0.3972 memory: 2590 2022/08/11 01:05:56 - mmengine - INFO - Epoch(val) [20][60/155] eta: 0:00:35 time: 0.3725 data_time: 0.1369 memory: 2590 2022/08/11 01:06:11 - mmengine - INFO - Epoch(val) [20][80/155] eta: 0:00:57 time: 0.7646 data_time: 0.5289 memory: 2590 2022/08/11 01:06:25 - mmengine - INFO - Epoch(val) [20][100/155] eta: 0:00:38 time: 0.6912 data_time: 0.4568 memory: 2590 2022/08/11 01:06:39 - mmengine - INFO - Epoch(val) [20][120/155] eta: 0:00:24 time: 0.7019 data_time: 0.4669 memory: 2590 2022/08/11 01:06:47 - mmengine - INFO - Epoch(val) [20][140/155] eta: 0:00:05 time: 0.3883 data_time: 0.1529 memory: 2590 2022/08/11 01:07:16 - mmengine - INFO - Epoch(val) [20][155/155] acc/top1: 0.6272 acc/top5: 0.8543 acc/mean1: 0.6268 2022/08/11 01:07:16 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_20.pth is removed 2022/08/11 01:07:17 - mmengine - INFO - The best checkpoint with 0.6272 acc/top1 at 21 epoch is saved to best_acc/top1_epoch_21.pth. 2022/08/11 01:07:44 - mmengine - INFO - Epoch(train) [21][20/1879] lr: 2.0000e-02 eta: 13:44:47 time: 1.3260 data_time: 0.1990 memory: 18413 grad_norm: 3.6664 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.2508 loss: 1.2508 2022/08/11 01:08:01 - mmengine - INFO - Epoch(train) [21][40/1879] lr: 2.0000e-02 eta: 13:44:29 time: 0.8636 data_time: 0.0269 memory: 18413 grad_norm: 3.7647 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.4352 loss: 1.4352 2022/08/11 01:08:18 - mmengine - INFO - Epoch(train) [21][60/1879] lr: 2.0000e-02 eta: 13:44:11 time: 0.8521 data_time: 0.0188 memory: 18413 grad_norm: 3.7055 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.3358 loss: 1.3358 2022/08/11 01:08:36 - mmengine - INFO - Epoch(train) [21][80/1879] lr: 2.0000e-02 eta: 13:43:53 time: 0.8689 data_time: 0.0211 memory: 18413 grad_norm: 3.7463 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3295 loss: 1.3295 2022/08/11 01:09:02 - mmengine - INFO - Epoch(train) [21][100/1879] lr: 2.0000e-02 eta: 13:43:48 time: 1.2949 data_time: 0.0182 memory: 18413 grad_norm: 3.7493 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.3814 loss: 1.3814 2022/08/11 01:09:19 - mmengine - INFO - Epoch(train) [21][120/1879] lr: 2.0000e-02 eta: 13:43:29 time: 0.8492 data_time: 0.0163 memory: 18413 grad_norm: 3.7367 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.5762 loss: 1.5762 2022/08/11 01:09:39 - mmengine - INFO - Epoch(train) [21][140/1879] lr: 2.0000e-02 eta: 13:43:16 time: 1.0324 data_time: 0.0179 memory: 18413 grad_norm: 3.7048 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5640 loss: 1.5640 2022/08/11 01:09:57 - mmengine - INFO - Epoch(train) [21][160/1879] lr: 2.0000e-02 eta: 13:43:00 time: 0.9062 data_time: 0.0271 memory: 18413 grad_norm: 3.8882 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3807 loss: 1.3807 2022/08/11 01:10:19 - mmengine - INFO - Epoch(train) [21][180/1879] lr: 2.0000e-02 eta: 13:42:48 time: 1.0639 data_time: 0.0187 memory: 18413 grad_norm: 3.8570 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4996 loss: 1.4996 2022/08/11 01:10:36 - mmengine - INFO - Epoch(train) [21][200/1879] lr: 2.0000e-02 eta: 13:42:30 time: 0.8658 data_time: 0.0191 memory: 18413 grad_norm: 3.7922 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.4847 loss: 1.4847 2022/08/11 01:10:53 - mmengine - INFO - Epoch(train) [21][220/1879] lr: 2.0000e-02 eta: 13:42:11 time: 0.8557 data_time: 0.0180 memory: 18413 grad_norm: 3.7342 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4059 loss: 1.4059 2022/08/11 01:11:13 - mmengine - INFO - Epoch(train) [21][240/1879] lr: 2.0000e-02 eta: 13:41:57 time: 0.9752 data_time: 0.0184 memory: 18413 grad_norm: 3.8057 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.4560 loss: 1.4560 2022/08/11 01:11:30 - mmengine - INFO - Epoch(train) [21][260/1879] lr: 2.0000e-02 eta: 13:41:38 time: 0.8516 data_time: 0.0192 memory: 18413 grad_norm: 3.8646 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.4727 loss: 1.4727 2022/08/11 01:11:47 - mmengine - INFO - Epoch(train) [21][280/1879] lr: 2.0000e-02 eta: 13:41:20 time: 0.8609 data_time: 0.0203 memory: 18413 grad_norm: 3.8682 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5059 loss: 1.5059 2022/08/11 01:12:04 - mmengine - INFO - Epoch(train) [21][300/1879] lr: 2.0000e-02 eta: 13:41:02 time: 0.8652 data_time: 0.0183 memory: 18413 grad_norm: 3.7061 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4277 loss: 1.4277 2022/08/11 01:12:21 - mmengine - INFO - Epoch(train) [21][320/1879] lr: 2.0000e-02 eta: 13:40:44 time: 0.8627 data_time: 0.0179 memory: 18413 grad_norm: 3.7813 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.5386 loss: 1.5386 2022/08/11 01:12:40 - mmengine - INFO - Epoch(train) [21][340/1879] lr: 2.0000e-02 eta: 13:40:28 time: 0.9228 data_time: 0.0170 memory: 18413 grad_norm: 3.7868 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.4986 loss: 1.4986 2022/08/11 01:12:58 - mmengine - INFO - Epoch(train) [21][360/1879] lr: 2.0000e-02 eta: 13:40:11 time: 0.9130 data_time: 0.0191 memory: 18413 grad_norm: 3.9020 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5712 loss: 1.5712 2022/08/11 01:13:17 - mmengine - INFO - Epoch(train) [21][380/1879] lr: 2.0000e-02 eta: 13:39:56 time: 0.9417 data_time: 0.0180 memory: 18413 grad_norm: 3.8172 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4452 loss: 1.4452 2022/08/11 01:13:35 - mmengine - INFO - Epoch(train) [21][400/1879] lr: 2.0000e-02 eta: 13:39:39 time: 0.9025 data_time: 0.0190 memory: 18413 grad_norm: 3.7443 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4969 loss: 1.4969 2022/08/11 01:13:53 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 01:13:53 - mmengine - INFO - Epoch(train) [21][420/1879] lr: 2.0000e-02 eta: 13:39:22 time: 0.9122 data_time: 0.0182 memory: 18413 grad_norm: 3.6409 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.2427 loss: 1.2427 2022/08/11 01:14:10 - mmengine - INFO - Epoch(train) [21][440/1879] lr: 2.0000e-02 eta: 13:39:04 time: 0.8528 data_time: 0.0187 memory: 18413 grad_norm: 3.7788 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.2898 loss: 1.2898 2022/08/11 01:14:28 - mmengine - INFO - Epoch(train) [21][460/1879] lr: 2.0000e-02 eta: 13:38:46 time: 0.8595 data_time: 0.0203 memory: 18413 grad_norm: 3.8714 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5920 loss: 1.5920 2022/08/11 01:14:45 - mmengine - INFO - Epoch(train) [21][480/1879] lr: 2.0000e-02 eta: 13:38:28 time: 0.8597 data_time: 0.0197 memory: 18413 grad_norm: 3.7497 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.2022 loss: 1.2022 2022/08/11 01:15:02 - mmengine - INFO - Epoch(train) [21][500/1879] lr: 2.0000e-02 eta: 13:38:10 time: 0.8590 data_time: 0.0199 memory: 18413 grad_norm: 3.6909 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4037 loss: 1.4037 2022/08/11 01:15:20 - mmengine - INFO - Epoch(train) [21][520/1879] lr: 2.0000e-02 eta: 13:37:52 time: 0.8926 data_time: 0.0243 memory: 18413 grad_norm: 3.7654 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.2937 loss: 1.2937 2022/08/11 01:15:39 - mmengine - INFO - Epoch(train) [21][540/1879] lr: 2.0000e-02 eta: 13:37:37 time: 0.9430 data_time: 0.0175 memory: 18413 grad_norm: 3.8148 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.3714 loss: 1.3714 2022/08/11 01:15:56 - mmengine - INFO - Epoch(train) [21][560/1879] lr: 2.0000e-02 eta: 13:37:18 time: 0.8500 data_time: 0.0186 memory: 18413 grad_norm: 3.7780 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2922 loss: 1.2922 2022/08/11 01:16:13 - mmengine - INFO - Epoch(train) [21][580/1879] lr: 2.0000e-02 eta: 13:37:00 time: 0.8478 data_time: 0.0182 memory: 18413 grad_norm: 3.7547 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.4454 loss: 1.4454 2022/08/11 01:16:30 - mmengine - INFO - Epoch(train) [21][600/1879] lr: 2.0000e-02 eta: 13:36:42 time: 0.8562 data_time: 0.0180 memory: 18413 grad_norm: 3.7824 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4884 loss: 1.4884 2022/08/11 01:16:47 - mmengine - INFO - Epoch(train) [21][620/1879] lr: 2.0000e-02 eta: 13:36:24 time: 0.8677 data_time: 0.0202 memory: 18413 grad_norm: 3.8232 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.5764 loss: 1.5764 2022/08/11 01:17:05 - mmengine - INFO - Epoch(train) [21][640/1879] lr: 2.0000e-02 eta: 13:36:06 time: 0.8865 data_time: 0.0195 memory: 18413 grad_norm: 3.8238 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.5040 loss: 1.5040 2022/08/11 01:17:22 - mmengine - INFO - Epoch(train) [21][660/1879] lr: 2.0000e-02 eta: 13:35:48 time: 0.8499 data_time: 0.0192 memory: 18413 grad_norm: 3.7504 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.3566 loss: 1.3566 2022/08/11 01:17:39 - mmengine - INFO - Epoch(train) [21][680/1879] lr: 2.0000e-02 eta: 13:35:30 time: 0.8529 data_time: 0.0185 memory: 18413 grad_norm: 3.7940 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.3831 loss: 1.3831 2022/08/11 01:17:56 - mmengine - INFO - Epoch(train) [21][700/1879] lr: 2.0000e-02 eta: 13:35:11 time: 0.8567 data_time: 0.0185 memory: 18413 grad_norm: 3.8244 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4008 loss: 1.4008 2022/08/11 01:18:13 - mmengine - INFO - Epoch(train) [21][720/1879] lr: 2.0000e-02 eta: 13:34:53 time: 0.8501 data_time: 0.0192 memory: 18413 grad_norm: 3.8321 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.4823 loss: 1.4823 2022/08/11 01:18:30 - mmengine - INFO - Epoch(train) [21][740/1879] lr: 2.0000e-02 eta: 13:34:35 time: 0.8560 data_time: 0.0180 memory: 18413 grad_norm: 3.6947 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.4711 loss: 1.4711 2022/08/11 01:18:47 - mmengine - INFO - Epoch(train) [21][760/1879] lr: 2.0000e-02 eta: 13:34:16 time: 0.8552 data_time: 0.0191 memory: 18413 grad_norm: 3.7018 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.5685 loss: 1.5685 2022/08/11 01:19:04 - mmengine - INFO - Epoch(train) [21][780/1879] lr: 2.0000e-02 eta: 13:33:58 time: 0.8507 data_time: 0.0183 memory: 18413 grad_norm: 3.8081 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.3313 loss: 1.3313 2022/08/11 01:19:21 - mmengine - INFO - Epoch(train) [21][800/1879] lr: 2.0000e-02 eta: 13:33:40 time: 0.8452 data_time: 0.0183 memory: 18413 grad_norm: 3.8651 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.3922 loss: 1.3922 2022/08/11 01:19:38 - mmengine - INFO - Epoch(train) [21][820/1879] lr: 2.0000e-02 eta: 13:33:21 time: 0.8523 data_time: 0.0199 memory: 18413 grad_norm: 3.8517 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.5054 loss: 1.5054 2022/08/11 01:19:55 - mmengine - INFO - Epoch(train) [21][840/1879] lr: 2.0000e-02 eta: 13:33:03 time: 0.8469 data_time: 0.0208 memory: 18413 grad_norm: 3.7478 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.4904 loss: 1.4904 2022/08/11 01:20:12 - mmengine - INFO - Epoch(train) [21][860/1879] lr: 2.0000e-02 eta: 13:32:44 time: 0.8459 data_time: 0.0179 memory: 18413 grad_norm: 3.7474 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4382 loss: 1.4382 2022/08/11 01:20:29 - mmengine - INFO - Epoch(train) [21][880/1879] lr: 2.0000e-02 eta: 13:32:26 time: 0.8549 data_time: 0.0197 memory: 18413 grad_norm: 3.6390 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.2773 loss: 1.2773 2022/08/11 01:20:46 - mmengine - INFO - Epoch(train) [21][900/1879] lr: 2.0000e-02 eta: 13:32:08 time: 0.8532 data_time: 0.0183 memory: 18413 grad_norm: 3.7698 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3855 loss: 1.3855 2022/08/11 01:21:03 - mmengine - INFO - Epoch(train) [21][920/1879] lr: 2.0000e-02 eta: 13:31:49 time: 0.8546 data_time: 0.0183 memory: 18413 grad_norm: 3.8830 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.5018 loss: 1.5018 2022/08/11 01:21:21 - mmengine - INFO - Epoch(train) [21][940/1879] lr: 2.0000e-02 eta: 13:31:32 time: 0.8939 data_time: 0.0174 memory: 18413 grad_norm: 3.7292 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4947 loss: 1.4947 2022/08/11 01:21:39 - mmengine - INFO - Epoch(train) [21][960/1879] lr: 2.0000e-02 eta: 13:31:14 time: 0.8647 data_time: 0.0193 memory: 18413 grad_norm: 3.8445 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.6295 loss: 1.6295 2022/08/11 01:21:56 - mmengine - INFO - Epoch(train) [21][980/1879] lr: 2.0000e-02 eta: 13:30:56 time: 0.8643 data_time: 0.0192 memory: 18413 grad_norm: 3.7431 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.5756 loss: 1.5756 2022/08/11 01:22:13 - mmengine - INFO - Epoch(train) [21][1000/1879] lr: 2.0000e-02 eta: 13:30:38 time: 0.8572 data_time: 0.0198 memory: 18413 grad_norm: 3.7737 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.4315 loss: 1.4315 2022/08/11 01:22:30 - mmengine - INFO - Epoch(train) [21][1020/1879] lr: 2.0000e-02 eta: 13:30:20 time: 0.8438 data_time: 0.0191 memory: 18413 grad_norm: 3.8180 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.4005 loss: 1.4005 2022/08/11 01:22:47 - mmengine - INFO - Epoch(train) [21][1040/1879] lr: 2.0000e-02 eta: 13:30:01 time: 0.8527 data_time: 0.0198 memory: 18413 grad_norm: 3.7123 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.4699 loss: 1.4699 2022/08/11 01:23:04 - mmengine - INFO - Epoch(train) [21][1060/1879] lr: 2.0000e-02 eta: 13:29:43 time: 0.8554 data_time: 0.0192 memory: 18413 grad_norm: 3.7243 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2013 loss: 1.2013 2022/08/11 01:23:21 - mmengine - INFO - Epoch(train) [21][1080/1879] lr: 2.0000e-02 eta: 13:29:25 time: 0.8495 data_time: 0.0186 memory: 18413 grad_norm: 3.7980 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3105 loss: 1.3105 2022/08/11 01:23:38 - mmengine - INFO - Epoch(train) [21][1100/1879] lr: 2.0000e-02 eta: 13:29:06 time: 0.8449 data_time: 0.0189 memory: 18413 grad_norm: 3.7327 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4762 loss: 1.4762 2022/08/11 01:23:55 - mmengine - INFO - Epoch(train) [21][1120/1879] lr: 2.0000e-02 eta: 13:28:48 time: 0.8453 data_time: 0.0185 memory: 18413 grad_norm: 3.7154 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.4977 loss: 1.4977 2022/08/11 01:24:12 - mmengine - INFO - Epoch(train) [21][1140/1879] lr: 2.0000e-02 eta: 13:28:29 time: 0.8500 data_time: 0.0182 memory: 18413 grad_norm: 3.8240 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.5420 loss: 1.5420 2022/08/11 01:24:29 - mmengine - INFO - Epoch(train) [21][1160/1879] lr: 2.0000e-02 eta: 13:28:11 time: 0.8500 data_time: 0.0191 memory: 18413 grad_norm: 3.8394 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3692 loss: 1.3692 2022/08/11 01:24:46 - mmengine - INFO - Epoch(train) [21][1180/1879] lr: 2.0000e-02 eta: 13:27:52 time: 0.8447 data_time: 0.0175 memory: 18413 grad_norm: 3.7882 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3798 loss: 1.3798 2022/08/11 01:25:03 - mmengine - INFO - Epoch(train) [21][1200/1879] lr: 2.0000e-02 eta: 13:27:35 time: 0.8725 data_time: 0.0186 memory: 18413 grad_norm: 3.7459 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5608 loss: 1.5608 2022/08/11 01:25:21 - mmengine - INFO - Epoch(train) [21][1220/1879] lr: 2.0000e-02 eta: 13:27:18 time: 0.9121 data_time: 0.0775 memory: 18413 grad_norm: 3.7961 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3140 loss: 1.3140 2022/08/11 01:25:39 - mmengine - INFO - Epoch(train) [21][1240/1879] lr: 2.0000e-02 eta: 13:27:00 time: 0.8633 data_time: 0.0187 memory: 18413 grad_norm: 3.7236 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.5878 loss: 1.5878 2022/08/11 01:25:56 - mmengine - INFO - Epoch(train) [21][1260/1879] lr: 2.0000e-02 eta: 13:26:42 time: 0.8481 data_time: 0.0185 memory: 18413 grad_norm: 3.6332 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.4331 loss: 1.4331 2022/08/11 01:26:13 - mmengine - INFO - Epoch(train) [21][1280/1879] lr: 2.0000e-02 eta: 13:26:23 time: 0.8498 data_time: 0.0185 memory: 18413 grad_norm: 3.6987 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5514 loss: 1.5514 2022/08/11 01:26:30 - mmengine - INFO - Epoch(train) [21][1300/1879] lr: 2.0000e-02 eta: 13:26:05 time: 0.8539 data_time: 0.0187 memory: 18413 grad_norm: 3.7476 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5160 loss: 1.5160 2022/08/11 01:26:47 - mmengine - INFO - Epoch(train) [21][1320/1879] lr: 2.0000e-02 eta: 13:25:47 time: 0.8458 data_time: 0.0181 memory: 18413 grad_norm: 3.8202 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4290 loss: 1.4290 2022/08/11 01:27:04 - mmengine - INFO - Epoch(train) [21][1340/1879] lr: 2.0000e-02 eta: 13:25:28 time: 0.8434 data_time: 0.0190 memory: 18413 grad_norm: 3.8329 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3401 loss: 1.3401 2022/08/11 01:27:21 - mmengine - INFO - Epoch(train) [21][1360/1879] lr: 2.0000e-02 eta: 13:25:10 time: 0.8496 data_time: 0.0194 memory: 18413 grad_norm: 3.7992 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6114 loss: 1.6114 2022/08/11 01:27:38 - mmengine - INFO - Epoch(train) [21][1380/1879] lr: 2.0000e-02 eta: 13:24:51 time: 0.8469 data_time: 0.0186 memory: 18413 grad_norm: 3.6858 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.6490 loss: 1.6490 2022/08/11 01:27:55 - mmengine - INFO - Epoch(train) [21][1400/1879] lr: 2.0000e-02 eta: 13:24:33 time: 0.8531 data_time: 0.0214 memory: 18413 grad_norm: 3.8120 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.2203 loss: 1.2203 2022/08/11 01:28:12 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 01:28:12 - mmengine - INFO - Epoch(train) [21][1420/1879] lr: 2.0000e-02 eta: 13:24:14 time: 0.8470 data_time: 0.0184 memory: 18413 grad_norm: 3.6737 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.3480 loss: 1.3480 2022/08/11 01:28:29 - mmengine - INFO - Epoch(train) [21][1440/1879] lr: 2.0000e-02 eta: 13:23:56 time: 0.8518 data_time: 0.0183 memory: 18413 grad_norm: 3.7666 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.3678 loss: 1.3678 2022/08/11 01:28:46 - mmengine - INFO - Epoch(train) [21][1460/1879] lr: 2.0000e-02 eta: 13:23:38 time: 0.8525 data_time: 0.0194 memory: 18413 grad_norm: 3.8439 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.5823 loss: 1.5823 2022/08/11 01:29:03 - mmengine - INFO - Epoch(train) [21][1480/1879] lr: 2.0000e-02 eta: 13:23:20 time: 0.8537 data_time: 0.0184 memory: 18413 grad_norm: 3.8437 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4416 loss: 1.4416 2022/08/11 01:29:20 - mmengine - INFO - Epoch(train) [21][1500/1879] lr: 2.0000e-02 eta: 13:23:01 time: 0.8477 data_time: 0.0190 memory: 18413 grad_norm: 3.7838 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.3832 loss: 1.3832 2022/08/11 01:29:37 - mmengine - INFO - Epoch(train) [21][1520/1879] lr: 2.0000e-02 eta: 13:22:43 time: 0.8565 data_time: 0.0226 memory: 18413 grad_norm: 3.8871 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7324 loss: 1.7324 2022/08/11 01:29:54 - mmengine - INFO - Epoch(train) [21][1540/1879] lr: 2.0000e-02 eta: 13:22:25 time: 0.8652 data_time: 0.0180 memory: 18413 grad_norm: 3.8924 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.7047 loss: 1.7047 2022/08/11 01:30:11 - mmengine - INFO - Epoch(train) [21][1560/1879] lr: 2.0000e-02 eta: 13:22:07 time: 0.8605 data_time: 0.0187 memory: 18413 grad_norm: 3.8108 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3953 loss: 1.3953 2022/08/11 01:30:29 - mmengine - INFO - Epoch(train) [21][1580/1879] lr: 2.0000e-02 eta: 13:21:49 time: 0.8628 data_time: 0.0210 memory: 18413 grad_norm: 3.7675 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5318 loss: 1.5318 2022/08/11 01:30:46 - mmengine - INFO - Epoch(train) [21][1600/1879] lr: 2.0000e-02 eta: 13:21:31 time: 0.8680 data_time: 0.0186 memory: 18413 grad_norm: 3.8385 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3683 loss: 1.3683 2022/08/11 01:31:03 - mmengine - INFO - Epoch(train) [21][1620/1879] lr: 2.0000e-02 eta: 13:21:13 time: 0.8480 data_time: 0.0187 memory: 18413 grad_norm: 3.7549 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.4335 loss: 1.4335 2022/08/11 01:31:20 - mmengine - INFO - Epoch(train) [21][1640/1879] lr: 2.0000e-02 eta: 13:20:54 time: 0.8499 data_time: 0.0184 memory: 18413 grad_norm: 3.8285 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4440 loss: 1.4440 2022/08/11 01:31:37 - mmengine - INFO - Epoch(train) [21][1660/1879] lr: 2.0000e-02 eta: 13:20:36 time: 0.8524 data_time: 0.0188 memory: 18413 grad_norm: 3.7752 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.3156 loss: 1.3156 2022/08/11 01:31:54 - mmengine - INFO - Epoch(train) [21][1680/1879] lr: 2.0000e-02 eta: 13:20:18 time: 0.8464 data_time: 0.0181 memory: 18413 grad_norm: 3.7751 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4348 loss: 1.4348 2022/08/11 01:32:11 - mmengine - INFO - Epoch(train) [21][1700/1879] lr: 2.0000e-02 eta: 13:19:59 time: 0.8524 data_time: 0.0189 memory: 18413 grad_norm: 3.7288 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.6453 loss: 1.6453 2022/08/11 01:32:28 - mmengine - INFO - Epoch(train) [21][1720/1879] lr: 2.0000e-02 eta: 13:19:41 time: 0.8565 data_time: 0.0186 memory: 18413 grad_norm: 3.6993 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.5137 loss: 1.5137 2022/08/11 01:32:45 - mmengine - INFO - Epoch(train) [21][1740/1879] lr: 2.0000e-02 eta: 13:19:23 time: 0.8507 data_time: 0.0179 memory: 18413 grad_norm: 3.8223 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5608 loss: 1.5608 2022/08/11 01:33:02 - mmengine - INFO - Epoch(train) [21][1760/1879] lr: 2.0000e-02 eta: 13:19:05 time: 0.8599 data_time: 0.0229 memory: 18413 grad_norm: 3.8211 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 1.3200 loss: 1.3200 2022/08/11 01:33:22 - mmengine - INFO - Epoch(train) [21][1780/1879] lr: 2.0000e-02 eta: 13:18:51 time: 0.9956 data_time: 0.0191 memory: 18413 grad_norm: 3.7752 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.5009 loss: 1.5009 2022/08/11 01:33:39 - mmengine - INFO - Epoch(train) [21][1800/1879] lr: 2.0000e-02 eta: 13:18:33 time: 0.8598 data_time: 0.0246 memory: 18413 grad_norm: 3.7812 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 1.4500 loss: 1.4500 2022/08/11 01:33:57 - mmengine - INFO - Epoch(train) [21][1820/1879] lr: 2.0000e-02 eta: 13:18:15 time: 0.8622 data_time: 0.0188 memory: 18413 grad_norm: 3.8137 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3695 loss: 1.3695 2022/08/11 01:34:14 - mmengine - INFO - Epoch(train) [21][1840/1879] lr: 2.0000e-02 eta: 13:17:56 time: 0.8545 data_time: 0.0183 memory: 18413 grad_norm: 3.7964 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4581 loss: 1.4581 2022/08/11 01:34:34 - mmengine - INFO - Epoch(train) [21][1860/1879] lr: 2.0000e-02 eta: 13:17:42 time: 1.0105 data_time: 0.0185 memory: 18413 grad_norm: 3.7500 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.2579 loss: 1.2579 2022/08/11 01:34:50 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 01:34:50 - mmengine - INFO - Epoch(train) [21][1879/1879] lr: 2.0000e-02 eta: 13:17:42 time: 0.8226 data_time: 0.0176 memory: 18413 grad_norm: 3.9732 top1_acc: 0.4286 top5_acc: 0.5714 loss_cls: 1.5904 loss: 1.5904 2022/08/11 01:34:50 - mmengine - INFO - Saving checkpoint at 21 epochs 2022/08/11 01:35:05 - mmengine - INFO - Epoch(val) [21][20/155] eta: 0:01:31 time: 0.6789 data_time: 0.4419 memory: 2590 2022/08/11 01:35:12 - mmengine - INFO - Epoch(val) [21][40/155] eta: 0:00:40 time: 0.3508 data_time: 0.1147 memory: 2590 2022/08/11 01:35:21 - mmengine - INFO - Epoch(val) [21][60/155] eta: 0:00:42 time: 0.4434 data_time: 0.2080 memory: 2590 2022/08/11 01:35:28 - mmengine - INFO - Epoch(val) [21][80/155] eta: 0:00:27 time: 0.3610 data_time: 0.1268 memory: 2590 2022/08/11 01:35:38 - mmengine - INFO - Epoch(val) [21][100/155] eta: 0:00:25 time: 0.4615 data_time: 0.2250 memory: 2590 2022/08/11 01:35:45 - mmengine - INFO - Epoch(val) [21][120/155] eta: 0:00:13 time: 0.3771 data_time: 0.1413 memory: 2590 2022/08/11 01:35:54 - mmengine - INFO - Epoch(val) [21][140/155] eta: 0:00:06 time: 0.4597 data_time: 0.2236 memory: 2590 2022/08/11 01:36:55 - mmengine - INFO - Epoch(val) [21][155/155] acc/top1: 0.6190 acc/top5: 0.8477 acc/mean1: 0.6187 2022/08/11 01:37:23 - mmengine - INFO - Epoch(train) [22][20/1879] lr: 2.0000e-02 eta: 13:16:59 time: 1.3785 data_time: 0.2044 memory: 18413 grad_norm: 3.6904 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.3278 loss: 1.3278 2022/08/11 01:37:41 - mmengine - INFO - Epoch(train) [22][40/1879] lr: 2.0000e-02 eta: 13:16:42 time: 0.8964 data_time: 0.0187 memory: 18413 grad_norm: 3.7438 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5327 loss: 1.5327 2022/08/11 01:38:00 - mmengine - INFO - Epoch(train) [22][60/1879] lr: 2.0000e-02 eta: 13:16:27 time: 0.9650 data_time: 0.0186 memory: 18413 grad_norm: 3.7608 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4479 loss: 1.4479 2022/08/11 01:38:18 - mmengine - INFO - Epoch(train) [22][80/1879] lr: 2.0000e-02 eta: 13:16:09 time: 0.8634 data_time: 0.0186 memory: 18413 grad_norm: 3.6135 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3814 loss: 1.3814 2022/08/11 01:38:36 - mmengine - INFO - Epoch(train) [22][100/1879] lr: 2.0000e-02 eta: 13:15:53 time: 0.9441 data_time: 0.0179 memory: 18413 grad_norm: 3.7664 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4865 loss: 1.4865 2022/08/11 01:38:55 - mmengine - INFO - Epoch(train) [22][120/1879] lr: 2.0000e-02 eta: 13:15:37 time: 0.9204 data_time: 0.0180 memory: 18413 grad_norm: 3.6654 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.3980 loss: 1.3980 2022/08/11 01:39:12 - mmengine - INFO - Epoch(train) [22][140/1879] lr: 2.0000e-02 eta: 13:15:19 time: 0.8576 data_time: 0.0183 memory: 18413 grad_norm: 3.7617 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.5423 loss: 1.5423 2022/08/11 01:39:29 - mmengine - INFO - Epoch(train) [22][160/1879] lr: 2.0000e-02 eta: 13:15:00 time: 0.8539 data_time: 0.0194 memory: 18413 grad_norm: 3.6890 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2597 loss: 1.2597 2022/08/11 01:39:46 - mmengine - INFO - Epoch(train) [22][180/1879] lr: 2.0000e-02 eta: 13:14:42 time: 0.8486 data_time: 0.0183 memory: 18413 grad_norm: 3.6358 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.3156 loss: 1.3156 2022/08/11 01:40:03 - mmengine - INFO - Epoch(train) [22][200/1879] lr: 2.0000e-02 eta: 13:14:24 time: 0.8604 data_time: 0.0249 memory: 18413 grad_norm: 3.7555 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.1180 loss: 1.1180 2022/08/11 01:40:23 - mmengine - INFO - Epoch(train) [22][220/1879] lr: 2.0000e-02 eta: 13:14:09 time: 0.9737 data_time: 0.0796 memory: 18413 grad_norm: 3.8278 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.4962 loss: 1.4962 2022/08/11 01:40:42 - mmengine - INFO - Epoch(train) [22][240/1879] lr: 2.0000e-02 eta: 13:13:54 time: 0.9552 data_time: 0.0187 memory: 18413 grad_norm: 3.8258 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5370 loss: 1.5370 2022/08/11 01:40:59 - mmengine - INFO - Epoch(train) [22][260/1879] lr: 2.0000e-02 eta: 13:13:35 time: 0.8526 data_time: 0.0186 memory: 18413 grad_norm: 3.7701 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2541 loss: 1.2541 2022/08/11 01:41:16 - mmengine - INFO - Epoch(train) [22][280/1879] lr: 2.0000e-02 eta: 13:13:17 time: 0.8648 data_time: 0.0257 memory: 18413 grad_norm: 3.8187 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 1.3409 loss: 1.3409 2022/08/11 01:41:33 - mmengine - INFO - Epoch(train) [22][300/1879] lr: 2.0000e-02 eta: 13:12:59 time: 0.8600 data_time: 0.0189 memory: 18413 grad_norm: 3.7554 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5474 loss: 1.5474 2022/08/11 01:41:52 - mmengine - INFO - Epoch(train) [22][320/1879] lr: 2.0000e-02 eta: 13:12:43 time: 0.9338 data_time: 0.0171 memory: 18413 grad_norm: 3.7720 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.4198 loss: 1.4198 2022/08/11 01:42:09 - mmengine - INFO - Epoch(train) [22][340/1879] lr: 2.0000e-02 eta: 13:12:25 time: 0.8535 data_time: 0.0190 memory: 18413 grad_norm: 3.7797 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3169 loss: 1.3169 2022/08/11 01:42:26 - mmengine - INFO - Epoch(train) [22][360/1879] lr: 2.0000e-02 eta: 13:12:07 time: 0.8582 data_time: 0.0175 memory: 18413 grad_norm: 3.7272 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.3926 loss: 1.3926 2022/08/11 01:42:43 - mmengine - INFO - Epoch(train) [22][380/1879] lr: 2.0000e-02 eta: 13:11:49 time: 0.8513 data_time: 0.0175 memory: 18413 grad_norm: 3.8050 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4300 loss: 1.4300 2022/08/11 01:43:01 - mmengine - INFO - Epoch(train) [22][400/1879] lr: 2.0000e-02 eta: 13:11:31 time: 0.8568 data_time: 0.0175 memory: 18413 grad_norm: 3.7980 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5818 loss: 1.5818 2022/08/11 01:43:18 - mmengine - INFO - Epoch(train) [22][420/1879] lr: 2.0000e-02 eta: 13:11:12 time: 0.8540 data_time: 0.0187 memory: 18413 grad_norm: 3.8242 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.3536 loss: 1.3536 2022/08/11 01:43:35 - mmengine - INFO - Epoch(train) [22][440/1879] lr: 2.0000e-02 eta: 13:10:54 time: 0.8549 data_time: 0.0192 memory: 18413 grad_norm: 3.7556 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6001 loss: 1.6001 2022/08/11 01:43:52 - mmengine - INFO - Epoch(train) [22][460/1879] lr: 2.0000e-02 eta: 13:10:36 time: 0.8508 data_time: 0.0194 memory: 18413 grad_norm: 3.7240 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.4471 loss: 1.4471 2022/08/11 01:44:09 - mmengine - INFO - Epoch(train) [22][480/1879] lr: 2.0000e-02 eta: 13:10:18 time: 0.8538 data_time: 0.0196 memory: 18413 grad_norm: 3.7481 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.3990 loss: 1.3990 2022/08/11 01:44:26 - mmengine - INFO - Epoch(train) [22][500/1879] lr: 2.0000e-02 eta: 13:09:59 time: 0.8470 data_time: 0.0166 memory: 18413 grad_norm: 3.7859 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7340 loss: 1.7340 2022/08/11 01:44:43 - mmengine - INFO - Epoch(train) [22][520/1879] lr: 2.0000e-02 eta: 13:09:41 time: 0.8472 data_time: 0.0167 memory: 18413 grad_norm: 3.7906 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.4386 loss: 1.4386 2022/08/11 01:45:00 - mmengine - INFO - Epoch(train) [22][540/1879] lr: 2.0000e-02 eta: 13:09:23 time: 0.8506 data_time: 0.0181 memory: 18413 grad_norm: 3.7293 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3644 loss: 1.3644 2022/08/11 01:45:01 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 01:45:17 - mmengine - INFO - Epoch(train) [22][560/1879] lr: 2.0000e-02 eta: 13:09:05 time: 0.8584 data_time: 0.0222 memory: 18413 grad_norm: 3.8569 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.4668 loss: 1.4668 2022/08/11 01:45:34 - mmengine - INFO - Epoch(train) [22][580/1879] lr: 2.0000e-02 eta: 13:08:46 time: 0.8566 data_time: 0.0195 memory: 18413 grad_norm: 3.8401 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.6361 loss: 1.6361 2022/08/11 01:45:52 - mmengine - INFO - Epoch(train) [22][600/1879] lr: 2.0000e-02 eta: 13:08:29 time: 0.8887 data_time: 0.0173 memory: 18413 grad_norm: 3.7691 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3151 loss: 1.3151 2022/08/11 01:46:09 - mmengine - INFO - Epoch(train) [22][620/1879] lr: 2.0000e-02 eta: 13:08:11 time: 0.8559 data_time: 0.0179 memory: 18413 grad_norm: 3.7431 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.3868 loss: 1.3868 2022/08/11 01:46:26 - mmengine - INFO - Epoch(train) [22][640/1879] lr: 2.0000e-02 eta: 13:07:53 time: 0.8587 data_time: 0.0195 memory: 18413 grad_norm: 3.8013 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.4093 loss: 1.4093 2022/08/11 01:46:43 - mmengine - INFO - Epoch(train) [22][660/1879] lr: 2.0000e-02 eta: 13:07:35 time: 0.8556 data_time: 0.0171 memory: 18413 grad_norm: 3.8720 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.3735 loss: 1.3735 2022/08/11 01:47:05 - mmengine - INFO - Epoch(train) [22][680/1879] lr: 2.0000e-02 eta: 13:07:22 time: 1.0753 data_time: 0.2016 memory: 18413 grad_norm: 3.7142 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.4213 loss: 1.4213 2022/08/11 01:47:24 - mmengine - INFO - Epoch(train) [22][700/1879] lr: 2.0000e-02 eta: 13:07:07 time: 0.9698 data_time: 0.1258 memory: 18413 grad_norm: 3.7921 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.3935 loss: 1.3935 2022/08/11 01:47:41 - mmengine - INFO - Epoch(train) [22][720/1879] lr: 2.0000e-02 eta: 13:06:49 time: 0.8575 data_time: 0.0205 memory: 18413 grad_norm: 3.7774 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3791 loss: 1.3791 2022/08/11 01:47:59 - mmengine - INFO - Epoch(train) [22][740/1879] lr: 2.0000e-02 eta: 13:06:32 time: 0.8721 data_time: 0.0167 memory: 18413 grad_norm: 3.7350 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4044 loss: 1.4044 2022/08/11 01:48:16 - mmengine - INFO - Epoch(train) [22][760/1879] lr: 2.0000e-02 eta: 13:06:13 time: 0.8546 data_time: 0.0189 memory: 18413 grad_norm: 3.7860 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4394 loss: 1.4394 2022/08/11 01:48:35 - mmengine - INFO - Epoch(train) [22][780/1879] lr: 2.0000e-02 eta: 13:05:57 time: 0.9396 data_time: 0.0183 memory: 18413 grad_norm: 3.7018 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.4841 loss: 1.4841 2022/08/11 01:48:52 - mmengine - INFO - Epoch(train) [22][800/1879] lr: 2.0000e-02 eta: 13:05:39 time: 0.8630 data_time: 0.0204 memory: 18413 grad_norm: 3.7554 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.4335 loss: 1.4335 2022/08/11 01:49:09 - mmengine - INFO - Epoch(train) [22][820/1879] lr: 2.0000e-02 eta: 13:05:21 time: 0.8515 data_time: 0.0186 memory: 18413 grad_norm: 3.7713 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.2948 loss: 1.2948 2022/08/11 01:49:26 - mmengine - INFO - Epoch(train) [22][840/1879] lr: 2.0000e-02 eta: 13:05:03 time: 0.8608 data_time: 0.0189 memory: 18413 grad_norm: 3.7678 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4054 loss: 1.4054 2022/08/11 01:49:45 - mmengine - INFO - Epoch(train) [22][860/1879] lr: 2.0000e-02 eta: 13:04:47 time: 0.9320 data_time: 0.0167 memory: 18413 grad_norm: 3.8864 top1_acc: 0.4375 top5_acc: 0.9375 loss_cls: 1.6932 loss: 1.6932 2022/08/11 01:50:02 - mmengine - INFO - Epoch(train) [22][880/1879] lr: 2.0000e-02 eta: 13:04:30 time: 0.8787 data_time: 0.0200 memory: 18413 grad_norm: 3.7519 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.3606 loss: 1.3606 2022/08/11 01:50:25 - mmengine - INFO - Epoch(train) [22][900/1879] lr: 2.0000e-02 eta: 13:04:19 time: 1.1416 data_time: 0.0251 memory: 18413 grad_norm: 3.8111 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.3061 loss: 1.3061 2022/08/11 01:50:45 - mmengine - INFO - Epoch(train) [22][920/1879] lr: 2.0000e-02 eta: 13:04:04 time: 0.9739 data_time: 0.1392 memory: 18413 grad_norm: 3.7668 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4127 loss: 1.4127 2022/08/11 01:51:02 - mmengine - INFO - Epoch(train) [22][940/1879] lr: 2.0000e-02 eta: 13:03:47 time: 0.8867 data_time: 0.0142 memory: 18413 grad_norm: 3.8623 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3362 loss: 1.3362 2022/08/11 01:51:22 - mmengine - INFO - Epoch(train) [22][960/1879] lr: 2.0000e-02 eta: 13:03:31 time: 0.9590 data_time: 0.0177 memory: 18413 grad_norm: 3.7704 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.6055 loss: 1.6055 2022/08/11 01:51:43 - mmengine - INFO - Epoch(train) [22][980/1879] lr: 2.0000e-02 eta: 13:03:19 time: 1.0823 data_time: 0.0192 memory: 18413 grad_norm: 3.8100 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.3596 loss: 1.3596 2022/08/11 01:52:01 - mmengine - INFO - Epoch(train) [22][1000/1879] lr: 2.0000e-02 eta: 13:03:01 time: 0.8650 data_time: 0.0200 memory: 18413 grad_norm: 3.7347 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.5500 loss: 1.5500 2022/08/11 01:52:20 - mmengine - INFO - Epoch(train) [22][1020/1879] lr: 2.0000e-02 eta: 13:02:46 time: 0.9645 data_time: 0.0185 memory: 18413 grad_norm: 3.8879 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3954 loss: 1.3954 2022/08/11 01:52:41 - mmengine - INFO - Epoch(train) [22][1040/1879] lr: 2.0000e-02 eta: 13:02:33 time: 1.0551 data_time: 0.0267 memory: 18413 grad_norm: 3.7493 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.4813 loss: 1.4813 2022/08/11 01:52:58 - mmengine - INFO - Epoch(train) [22][1060/1879] lr: 2.0000e-02 eta: 13:02:15 time: 0.8550 data_time: 0.0222 memory: 18413 grad_norm: 3.8172 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4245 loss: 1.4245 2022/08/11 01:53:20 - mmengine - INFO - Epoch(train) [22][1080/1879] lr: 2.0000e-02 eta: 13:02:03 time: 1.1034 data_time: 0.0160 memory: 18413 grad_norm: 3.7419 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.5727 loss: 1.5727 2022/08/11 01:53:37 - mmengine - INFO - Epoch(train) [22][1100/1879] lr: 2.0000e-02 eta: 13:01:45 time: 0.8541 data_time: 0.0175 memory: 18413 grad_norm: 3.6860 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3297 loss: 1.3297 2022/08/11 01:53:54 - mmengine - INFO - Epoch(train) [22][1120/1879] lr: 2.0000e-02 eta: 13:01:27 time: 0.8577 data_time: 0.0216 memory: 18413 grad_norm: 3.6625 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.4490 loss: 1.4490 2022/08/11 01:54:14 - mmengine - INFO - Epoch(train) [22][1140/1879] lr: 2.0000e-02 eta: 13:01:12 time: 0.9853 data_time: 0.1523 memory: 18413 grad_norm: 3.6978 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6817 loss: 1.6817 2022/08/11 01:54:31 - mmengine - INFO - Epoch(train) [22][1160/1879] lr: 2.0000e-02 eta: 13:00:54 time: 0.8531 data_time: 0.0146 memory: 18413 grad_norm: 3.8191 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4125 loss: 1.4125 2022/08/11 01:54:48 - mmengine - INFO - Epoch(train) [22][1180/1879] lr: 2.0000e-02 eta: 13:00:36 time: 0.8601 data_time: 0.0181 memory: 18413 grad_norm: 3.6964 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4682 loss: 1.4682 2022/08/11 01:55:07 - mmengine - INFO - Epoch(train) [22][1200/1879] lr: 2.0000e-02 eta: 13:00:20 time: 0.9326 data_time: 0.0936 memory: 18413 grad_norm: 3.8554 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.2623 loss: 1.2623 2022/08/11 01:55:25 - mmengine - INFO - Epoch(train) [22][1220/1879] lr: 2.0000e-02 eta: 13:00:02 time: 0.8918 data_time: 0.0449 memory: 18413 grad_norm: 3.8983 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.4170 loss: 1.4170 2022/08/11 01:55:43 - mmengine - INFO - Epoch(train) [22][1240/1879] lr: 2.0000e-02 eta: 12:59:45 time: 0.9020 data_time: 0.0199 memory: 18413 grad_norm: 3.8890 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6996 loss: 1.6996 2022/08/11 01:56:03 - mmengine - INFO - Epoch(train) [22][1260/1879] lr: 2.0000e-02 eta: 12:59:31 time: 0.9930 data_time: 0.0185 memory: 18413 grad_norm: 3.8517 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.6721 loss: 1.6721 2022/08/11 01:56:20 - mmengine - INFO - Epoch(train) [22][1280/1879] lr: 2.0000e-02 eta: 12:59:13 time: 0.8667 data_time: 0.0203 memory: 18413 grad_norm: 3.8165 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.6407 loss: 1.6407 2022/08/11 01:56:44 - mmengine - INFO - Epoch(train) [22][1300/1879] lr: 2.0000e-02 eta: 12:59:04 time: 1.2043 data_time: 0.3532 memory: 18413 grad_norm: 3.6859 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4642 loss: 1.4642 2022/08/11 01:57:01 - mmengine - INFO - Epoch(train) [22][1320/1879] lr: 2.0000e-02 eta: 12:58:46 time: 0.8585 data_time: 0.0156 memory: 18413 grad_norm: 3.7987 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5884 loss: 1.5884 2022/08/11 01:57:21 - mmengine - INFO - Epoch(train) [22][1340/1879] lr: 2.0000e-02 eta: 12:58:31 time: 0.9691 data_time: 0.0212 memory: 18413 grad_norm: 3.7193 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4488 loss: 1.4488 2022/08/11 01:57:39 - mmengine - INFO - Epoch(train) [22][1360/1879] lr: 2.0000e-02 eta: 12:58:14 time: 0.9217 data_time: 0.0170 memory: 18413 grad_norm: 3.8534 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.3505 loss: 1.3505 2022/08/11 01:57:57 - mmengine - INFO - Epoch(train) [22][1380/1879] lr: 2.0000e-02 eta: 12:57:57 time: 0.9088 data_time: 0.0397 memory: 18413 grad_norm: 3.9006 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.5298 loss: 1.5298 2022/08/11 01:58:17 - mmengine - INFO - Epoch(train) [22][1400/1879] lr: 2.0000e-02 eta: 12:57:42 time: 0.9872 data_time: 0.1460 memory: 18413 grad_norm: 3.7742 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.6024 loss: 1.6024 2022/08/11 01:58:34 - mmengine - INFO - Epoch(train) [22][1420/1879] lr: 2.0000e-02 eta: 12:57:24 time: 0.8521 data_time: 0.0180 memory: 18413 grad_norm: 3.7273 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.4958 loss: 1.4958 2022/08/11 01:58:51 - mmengine - INFO - Epoch(train) [22][1440/1879] lr: 2.0000e-02 eta: 12:57:06 time: 0.8558 data_time: 0.0183 memory: 18413 grad_norm: 3.7454 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5308 loss: 1.5308 2022/08/11 01:59:14 - mmengine - INFO - Epoch(train) [22][1460/1879] lr: 2.0000e-02 eta: 12:56:55 time: 1.1350 data_time: 0.2937 memory: 18413 grad_norm: 3.7291 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5469 loss: 1.5469 2022/08/11 01:59:34 - mmengine - INFO - Epoch(train) [22][1480/1879] lr: 2.0000e-02 eta: 12:56:40 time: 0.9929 data_time: 0.1524 memory: 18413 grad_norm: 3.7960 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5134 loss: 1.5134 2022/08/11 01:59:52 - mmengine - INFO - Epoch(train) [22][1500/1879] lr: 2.0000e-02 eta: 12:56:23 time: 0.9024 data_time: 0.0207 memory: 18413 grad_norm: 3.6558 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3047 loss: 1.3047 2022/08/11 02:00:14 - mmengine - INFO - Epoch(train) [22][1520/1879] lr: 2.0000e-02 eta: 12:56:11 time: 1.0907 data_time: 0.1003 memory: 18413 grad_norm: 3.8487 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.5966 loss: 1.5966 2022/08/11 02:00:32 - mmengine - INFO - Epoch(train) [22][1540/1879] lr: 2.0000e-02 eta: 12:55:54 time: 0.8939 data_time: 0.0496 memory: 18413 grad_norm: 3.8654 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4450 loss: 1.4450 2022/08/11 02:00:33 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 02:00:53 - mmengine - INFO - Epoch(train) [22][1560/1879] lr: 2.0000e-02 eta: 12:55:42 time: 1.0780 data_time: 0.2303 memory: 18413 grad_norm: 3.7436 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.4512 loss: 1.4512 2022/08/11 02:01:15 - mmengine - INFO - Epoch(train) [22][1580/1879] lr: 2.0000e-02 eta: 12:55:29 time: 1.0861 data_time: 0.0145 memory: 18413 grad_norm: 3.6490 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3058 loss: 1.3058 2022/08/11 02:01:36 - mmengine - INFO - Epoch(train) [22][1600/1879] lr: 2.0000e-02 eta: 12:55:17 time: 1.0616 data_time: 0.0182 memory: 18413 grad_norm: 3.8932 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.3921 loss: 1.3921 2022/08/11 02:01:58 - mmengine - INFO - Epoch(train) [22][1620/1879] lr: 2.0000e-02 eta: 12:55:04 time: 1.0808 data_time: 0.0192 memory: 18413 grad_norm: 3.7471 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4544 loss: 1.4544 2022/08/11 02:02:21 - mmengine - INFO - Epoch(train) [22][1640/1879] lr: 2.0000e-02 eta: 12:54:53 time: 1.1479 data_time: 0.0521 memory: 18413 grad_norm: 3.8347 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1290 loss: 1.1290 2022/08/11 02:02:40 - mmengine - INFO - Epoch(train) [22][1660/1879] lr: 2.0000e-02 eta: 12:54:38 time: 0.9697 data_time: 0.1312 memory: 18413 grad_norm: 3.8525 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3396 loss: 1.3396 2022/08/11 02:02:57 - mmengine - INFO - Epoch(train) [22][1680/1879] lr: 2.0000e-02 eta: 12:54:20 time: 0.8570 data_time: 0.0169 memory: 18413 grad_norm: 3.7494 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.4190 loss: 1.4190 2022/08/11 02:03:15 - mmengine - INFO - Epoch(train) [22][1700/1879] lr: 2.0000e-02 eta: 12:54:03 time: 0.8914 data_time: 0.0493 memory: 18413 grad_norm: 3.8798 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.3481 loss: 1.3481 2022/08/11 02:03:32 - mmengine - INFO - Epoch(train) [22][1720/1879] lr: 2.0000e-02 eta: 12:53:44 time: 0.8544 data_time: 0.0183 memory: 18413 grad_norm: 3.8125 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4117 loss: 1.4117 2022/08/11 02:03:49 - mmengine - INFO - Epoch(train) [22][1740/1879] lr: 2.0000e-02 eta: 12:53:26 time: 0.8602 data_time: 0.0189 memory: 18413 grad_norm: 3.8555 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5859 loss: 1.5859 2022/08/11 02:04:07 - mmengine - INFO - Epoch(train) [22][1760/1879] lr: 2.0000e-02 eta: 12:53:08 time: 0.8624 data_time: 0.0197 memory: 18413 grad_norm: 3.7513 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4410 loss: 1.4410 2022/08/11 02:04:26 - mmengine - INFO - Epoch(train) [22][1780/1879] lr: 2.0000e-02 eta: 12:52:52 time: 0.9421 data_time: 0.1081 memory: 18413 grad_norm: 3.7654 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.5142 loss: 1.5142 2022/08/11 02:04:44 - mmengine - INFO - Epoch(train) [22][1800/1879] lr: 2.0000e-02 eta: 12:52:36 time: 0.9274 data_time: 0.0845 memory: 18413 grad_norm: 3.7278 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.5559 loss: 1.5559 2022/08/11 02:05:01 - mmengine - INFO - Epoch(train) [22][1820/1879] lr: 2.0000e-02 eta: 12:52:18 time: 0.8526 data_time: 0.0195 memory: 18413 grad_norm: 3.7363 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.6154 loss: 1.6154 2022/08/11 02:05:18 - mmengine - INFO - Epoch(train) [22][1840/1879] lr: 2.0000e-02 eta: 12:52:00 time: 0.8586 data_time: 0.0174 memory: 18413 grad_norm: 3.8544 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4544 loss: 1.4544 2022/08/11 02:05:35 - mmengine - INFO - Epoch(train) [22][1860/1879] lr: 2.0000e-02 eta: 12:51:41 time: 0.8529 data_time: 0.0194 memory: 18413 grad_norm: 3.8021 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.5615 loss: 1.5615 2022/08/11 02:05:51 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 02:05:51 - mmengine - INFO - Epoch(train) [22][1879/1879] lr: 2.0000e-02 eta: 12:51:41 time: 0.8469 data_time: 0.0171 memory: 18413 grad_norm: 3.8540 top1_acc: 0.1429 top5_acc: 1.0000 loss_cls: 1.6251 loss: 1.6251 2022/08/11 02:06:08 - mmengine - INFO - Epoch(val) [22][20/155] eta: 0:01:49 time: 0.8145 data_time: 0.5755 memory: 2590 2022/08/11 02:06:18 - mmengine - INFO - Epoch(val) [22][40/155] eta: 0:00:56 time: 0.4900 data_time: 0.2533 memory: 2590 2022/08/11 02:06:35 - mmengine - INFO - Epoch(val) [22][60/155] eta: 0:01:20 time: 0.8521 data_time: 0.6161 memory: 2590 2022/08/11 02:06:50 - mmengine - INFO - Epoch(val) [22][80/155] eta: 0:00:59 time: 0.7878 data_time: 0.5518 memory: 2590 2022/08/11 02:07:05 - mmengine - INFO - Epoch(val) [22][100/155] eta: 0:00:39 time: 0.7264 data_time: 0.4915 memory: 2590 2022/08/11 02:07:11 - mmengine - INFO - Epoch(val) [22][120/155] eta: 0:00:11 time: 0.3211 data_time: 0.0820 memory: 2590 2022/08/11 02:07:23 - mmengine - INFO - Epoch(val) [22][140/155] eta: 0:00:08 time: 0.5731 data_time: 0.3388 memory: 2590 2022/08/11 02:07:50 - mmengine - INFO - Epoch(val) [22][155/155] acc/top1: 0.6202 acc/top5: 0.8488 acc/mean1: 0.6200 2022/08/11 02:08:15 - mmengine - INFO - Epoch(train) [23][20/1879] lr: 2.0000e-02 eta: 12:50:55 time: 1.2462 data_time: 0.2957 memory: 18413 grad_norm: 3.7035 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.4278 loss: 1.4278 2022/08/11 02:08:32 - mmengine - INFO - Epoch(train) [23][40/1879] lr: 2.0000e-02 eta: 12:50:37 time: 0.8475 data_time: 0.0178 memory: 18413 grad_norm: 3.6221 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.3375 loss: 1.3375 2022/08/11 02:08:49 - mmengine - INFO - Epoch(train) [23][60/1879] lr: 2.0000e-02 eta: 12:50:18 time: 0.8422 data_time: 0.0192 memory: 18413 grad_norm: 3.6537 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.3130 loss: 1.3130 2022/08/11 02:09:06 - mmengine - INFO - Epoch(train) [23][80/1879] lr: 2.0000e-02 eta: 12:50:00 time: 0.8483 data_time: 0.0173 memory: 18413 grad_norm: 3.7633 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3115 loss: 1.3115 2022/08/11 02:09:22 - mmengine - INFO - Epoch(train) [23][100/1879] lr: 2.0000e-02 eta: 12:49:41 time: 0.8464 data_time: 0.0191 memory: 18413 grad_norm: 3.7288 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1838 loss: 1.1838 2022/08/11 02:09:40 - mmengine - INFO - Epoch(train) [23][120/1879] lr: 2.0000e-02 eta: 12:49:23 time: 0.8613 data_time: 0.0292 memory: 18413 grad_norm: 3.7979 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5103 loss: 1.5103 2022/08/11 02:09:57 - mmengine - INFO - Epoch(train) [23][140/1879] lr: 2.0000e-02 eta: 12:49:05 time: 0.8487 data_time: 0.0189 memory: 18413 grad_norm: 3.7873 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.4390 loss: 1.4390 2022/08/11 02:10:14 - mmengine - INFO - Epoch(train) [23][160/1879] lr: 2.0000e-02 eta: 12:48:47 time: 0.8656 data_time: 0.0188 memory: 18413 grad_norm: 3.8155 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4473 loss: 1.4473 2022/08/11 02:10:32 - mmengine - INFO - Epoch(train) [23][180/1879] lr: 2.0000e-02 eta: 12:48:29 time: 0.8769 data_time: 0.0240 memory: 18413 grad_norm: 3.7187 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.3868 loss: 1.3868 2022/08/11 02:10:49 - mmengine - INFO - Epoch(train) [23][200/1879] lr: 2.0000e-02 eta: 12:48:11 time: 0.8516 data_time: 0.0168 memory: 18413 grad_norm: 3.7617 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.2129 loss: 1.2129 2022/08/11 02:11:06 - mmengine - INFO - Epoch(train) [23][220/1879] lr: 2.0000e-02 eta: 12:47:53 time: 0.8548 data_time: 0.0204 memory: 18413 grad_norm: 3.7983 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.4873 loss: 1.4873 2022/08/11 02:11:23 - mmengine - INFO - Epoch(train) [23][240/1879] lr: 2.0000e-02 eta: 12:47:35 time: 0.8602 data_time: 0.0204 memory: 18413 grad_norm: 3.8438 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.6038 loss: 1.6038 2022/08/11 02:11:40 - mmengine - INFO - Epoch(train) [23][260/1879] lr: 2.0000e-02 eta: 12:47:17 time: 0.8574 data_time: 0.0177 memory: 18413 grad_norm: 3.6960 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.6273 loss: 1.6273 2022/08/11 02:11:57 - mmengine - INFO - Epoch(train) [23][280/1879] lr: 2.0000e-02 eta: 12:46:58 time: 0.8581 data_time: 0.0182 memory: 18413 grad_norm: 3.8432 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5064 loss: 1.5064 2022/08/11 02:12:15 - mmengine - INFO - Epoch(train) [23][300/1879] lr: 2.0000e-02 eta: 12:46:41 time: 0.8665 data_time: 0.0171 memory: 18413 grad_norm: 3.8052 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.5813 loss: 1.5813 2022/08/11 02:12:32 - mmengine - INFO - Epoch(train) [23][320/1879] lr: 2.0000e-02 eta: 12:46:22 time: 0.8562 data_time: 0.0201 memory: 18413 grad_norm: 3.7105 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4248 loss: 1.4248 2022/08/11 02:12:49 - mmengine - INFO - Epoch(train) [23][340/1879] lr: 2.0000e-02 eta: 12:46:04 time: 0.8516 data_time: 0.0173 memory: 18413 grad_norm: 3.7244 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2840 loss: 1.2840 2022/08/11 02:13:06 - mmengine - INFO - Epoch(train) [23][360/1879] lr: 2.0000e-02 eta: 12:45:46 time: 0.8544 data_time: 0.0184 memory: 18413 grad_norm: 3.7560 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5065 loss: 1.5065 2022/08/11 02:13:23 - mmengine - INFO - Epoch(train) [23][380/1879] lr: 2.0000e-02 eta: 12:45:28 time: 0.8558 data_time: 0.0202 memory: 18413 grad_norm: 3.7237 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.2093 loss: 1.2093 2022/08/11 02:13:40 - mmengine - INFO - Epoch(train) [23][400/1879] lr: 2.0000e-02 eta: 12:45:10 time: 0.8577 data_time: 0.0170 memory: 18413 grad_norm: 3.7802 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.3045 loss: 1.3045 2022/08/11 02:13:57 - mmengine - INFO - Epoch(train) [23][420/1879] lr: 2.0000e-02 eta: 12:44:51 time: 0.8564 data_time: 0.0185 memory: 18413 grad_norm: 3.8235 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.4597 loss: 1.4597 2022/08/11 02:14:14 - mmengine - INFO - Epoch(train) [23][440/1879] lr: 2.0000e-02 eta: 12:44:33 time: 0.8642 data_time: 0.0184 memory: 18413 grad_norm: 3.9177 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.6161 loss: 1.6161 2022/08/11 02:14:32 - mmengine - INFO - Epoch(train) [23][460/1879] lr: 2.0000e-02 eta: 12:44:15 time: 0.8531 data_time: 0.0190 memory: 18413 grad_norm: 3.8741 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4737 loss: 1.4737 2022/08/11 02:14:49 - mmengine - INFO - Epoch(train) [23][480/1879] lr: 2.0000e-02 eta: 12:43:57 time: 0.8521 data_time: 0.0190 memory: 18413 grad_norm: 3.8401 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.4423 loss: 1.4423 2022/08/11 02:15:08 - mmengine - INFO - Epoch(train) [23][500/1879] lr: 2.0000e-02 eta: 12:43:42 time: 0.9753 data_time: 0.0195 memory: 18413 grad_norm: 3.9534 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.3319 loss: 1.3319 2022/08/11 02:15:25 - mmengine - INFO - Epoch(train) [23][520/1879] lr: 2.0000e-02 eta: 12:43:24 time: 0.8639 data_time: 0.0234 memory: 18413 grad_norm: 3.9956 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.4433 loss: 1.4433 2022/08/11 02:15:42 - mmengine - INFO - Epoch(train) [23][540/1879] lr: 2.0000e-02 eta: 12:43:06 time: 0.8526 data_time: 0.0197 memory: 18413 grad_norm: 3.6814 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.3769 loss: 1.3769 2022/08/11 02:16:00 - mmengine - INFO - Epoch(train) [23][560/1879] lr: 2.0000e-02 eta: 12:42:47 time: 0.8532 data_time: 0.0173 memory: 18413 grad_norm: 3.8731 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 1.5415 loss: 1.5415 2022/08/11 02:16:17 - mmengine - INFO - Epoch(train) [23][580/1879] lr: 2.0000e-02 eta: 12:42:29 time: 0.8532 data_time: 0.0232 memory: 18413 grad_norm: 3.8893 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.4033 loss: 1.4033 2022/08/11 02:16:34 - mmengine - INFO - Epoch(train) [23][600/1879] lr: 2.0000e-02 eta: 12:42:11 time: 0.8511 data_time: 0.0181 memory: 18413 grad_norm: 3.8727 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.3557 loss: 1.3557 2022/08/11 02:16:51 - mmengine - INFO - Epoch(train) [23][620/1879] lr: 2.0000e-02 eta: 12:41:52 time: 0.8500 data_time: 0.0193 memory: 18413 grad_norm: 3.6519 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.4122 loss: 1.4122 2022/08/11 02:17:08 - mmengine - INFO - Epoch(train) [23][640/1879] lr: 2.0000e-02 eta: 12:41:34 time: 0.8449 data_time: 0.0177 memory: 18413 grad_norm: 3.8195 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.4593 loss: 1.4593 2022/08/11 02:17:25 - mmengine - INFO - Epoch(train) [23][660/1879] lr: 2.0000e-02 eta: 12:41:16 time: 0.8539 data_time: 0.0179 memory: 18413 grad_norm: 3.7974 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4268 loss: 1.4268 2022/08/11 02:17:26 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 02:17:42 - mmengine - INFO - Epoch(train) [23][680/1879] lr: 2.0000e-02 eta: 12:40:58 time: 0.8553 data_time: 0.0252 memory: 18413 grad_norm: 3.6992 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3534 loss: 1.3534 2022/08/11 02:17:59 - mmengine - INFO - Epoch(train) [23][700/1879] lr: 2.0000e-02 eta: 12:40:40 time: 0.8573 data_time: 0.0248 memory: 18413 grad_norm: 3.8947 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.4969 loss: 1.4969 2022/08/11 02:18:16 - mmengine - INFO - Epoch(train) [23][720/1879] lr: 2.0000e-02 eta: 12:40:21 time: 0.8497 data_time: 0.0196 memory: 18413 grad_norm: 3.8676 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.2902 loss: 1.2902 2022/08/11 02:18:33 - mmengine - INFO - Epoch(train) [23][740/1879] lr: 2.0000e-02 eta: 12:40:03 time: 0.8597 data_time: 0.0189 memory: 18413 grad_norm: 3.7878 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3845 loss: 1.3845 2022/08/11 02:18:50 - mmengine - INFO - Epoch(train) [23][760/1879] lr: 2.0000e-02 eta: 12:39:45 time: 0.8550 data_time: 0.0195 memory: 18413 grad_norm: 3.8066 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.4093 loss: 1.4093 2022/08/11 02:19:07 - mmengine - INFO - Epoch(train) [23][780/1879] lr: 2.0000e-02 eta: 12:39:27 time: 0.8607 data_time: 0.0178 memory: 18413 grad_norm: 3.8534 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3472 loss: 1.3472 2022/08/11 02:19:24 - mmengine - INFO - Epoch(train) [23][800/1879] lr: 2.0000e-02 eta: 12:39:09 time: 0.8531 data_time: 0.0193 memory: 18413 grad_norm: 3.7523 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4820 loss: 1.4820 2022/08/11 02:19:42 - mmengine - INFO - Epoch(train) [23][820/1879] lr: 2.0000e-02 eta: 12:38:52 time: 0.8988 data_time: 0.0204 memory: 18413 grad_norm: 3.9324 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4817 loss: 1.4817 2022/08/11 02:19:59 - mmengine - INFO - Epoch(train) [23][840/1879] lr: 2.0000e-02 eta: 12:38:33 time: 0.8523 data_time: 0.0161 memory: 18413 grad_norm: 3.8197 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2883 loss: 1.2883 2022/08/11 02:20:19 - mmengine - INFO - Epoch(train) [23][860/1879] lr: 2.0000e-02 eta: 12:38:18 time: 0.9861 data_time: 0.0196 memory: 18413 grad_norm: 3.7488 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.2404 loss: 1.2404 2022/08/11 02:20:37 - mmengine - INFO - Epoch(train) [23][880/1879] lr: 2.0000e-02 eta: 12:38:01 time: 0.8738 data_time: 0.0195 memory: 18413 grad_norm: 3.8799 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5402 loss: 1.5402 2022/08/11 02:20:54 - mmengine - INFO - Epoch(train) [23][900/1879] lr: 2.0000e-02 eta: 12:37:42 time: 0.8545 data_time: 0.0226 memory: 18413 grad_norm: 3.8020 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.4254 loss: 1.4254 2022/08/11 02:21:11 - mmengine - INFO - Epoch(train) [23][920/1879] lr: 2.0000e-02 eta: 12:37:24 time: 0.8479 data_time: 0.0173 memory: 18413 grad_norm: 3.7582 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.4861 loss: 1.4861 2022/08/11 02:21:28 - mmengine - INFO - Epoch(train) [23][940/1879] lr: 2.0000e-02 eta: 12:37:06 time: 0.8488 data_time: 0.0197 memory: 18413 grad_norm: 3.7570 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.4972 loss: 1.4972 2022/08/11 02:21:45 - mmengine - INFO - Epoch(train) [23][960/1879] lr: 2.0000e-02 eta: 12:36:47 time: 0.8482 data_time: 0.0174 memory: 18413 grad_norm: 3.7726 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.4480 loss: 1.4480 2022/08/11 02:22:02 - mmengine - INFO - Epoch(train) [23][980/1879] lr: 2.0000e-02 eta: 12:36:29 time: 0.8524 data_time: 0.0185 memory: 18413 grad_norm: 3.8629 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.2958 loss: 1.2958 2022/08/11 02:22:19 - mmengine - INFO - Epoch(train) [23][1000/1879] lr: 2.0000e-02 eta: 12:36:11 time: 0.8435 data_time: 0.0173 memory: 18413 grad_norm: 3.8108 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.2974 loss: 1.2974 2022/08/11 02:22:36 - mmengine - INFO - Epoch(train) [23][1020/1879] lr: 2.0000e-02 eta: 12:35:52 time: 0.8447 data_time: 0.0183 memory: 18413 grad_norm: 3.6911 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.3908 loss: 1.3908 2022/08/11 02:22:53 - mmengine - INFO - Epoch(train) [23][1040/1879] lr: 2.0000e-02 eta: 12:35:34 time: 0.8491 data_time: 0.0194 memory: 18413 grad_norm: 3.7517 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.1969 loss: 1.1969 2022/08/11 02:23:10 - mmengine - INFO - Epoch(train) [23][1060/1879] lr: 2.0000e-02 eta: 12:35:16 time: 0.8501 data_time: 0.0180 memory: 18413 grad_norm: 3.8543 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.4636 loss: 1.4636 2022/08/11 02:23:27 - mmengine - INFO - Epoch(train) [23][1080/1879] lr: 2.0000e-02 eta: 12:34:58 time: 0.8511 data_time: 0.0195 memory: 18413 grad_norm: 3.7882 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.6113 loss: 1.6113 2022/08/11 02:23:44 - mmengine - INFO - Epoch(train) [23][1100/1879] lr: 2.0000e-02 eta: 12:34:39 time: 0.8597 data_time: 0.0256 memory: 18413 grad_norm: 3.7525 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.3011 loss: 1.3011 2022/08/11 02:24:01 - mmengine - INFO - Epoch(train) [23][1120/1879] lr: 2.0000e-02 eta: 12:34:21 time: 0.8531 data_time: 0.0197 memory: 18413 grad_norm: 3.7652 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5285 loss: 1.5285 2022/08/11 02:24:18 - mmengine - INFO - Epoch(train) [23][1140/1879] lr: 2.0000e-02 eta: 12:34:03 time: 0.8642 data_time: 0.0182 memory: 18413 grad_norm: 3.7748 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4563 loss: 1.4563 2022/08/11 02:24:35 - mmengine - INFO - Epoch(train) [23][1160/1879] lr: 2.0000e-02 eta: 12:33:45 time: 0.8550 data_time: 0.0187 memory: 18413 grad_norm: 3.7850 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4014 loss: 1.4014 2022/08/11 02:24:52 - mmengine - INFO - Epoch(train) [23][1180/1879] lr: 2.0000e-02 eta: 12:33:27 time: 0.8488 data_time: 0.0190 memory: 18413 grad_norm: 3.6796 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5454 loss: 1.5454 2022/08/11 02:25:09 - mmengine - INFO - Epoch(train) [23][1200/1879] lr: 2.0000e-02 eta: 12:33:09 time: 0.8532 data_time: 0.0180 memory: 18413 grad_norm: 3.7582 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.5552 loss: 1.5552 2022/08/11 02:25:26 - mmengine - INFO - Epoch(train) [23][1220/1879] lr: 2.0000e-02 eta: 12:32:51 time: 0.8578 data_time: 0.0194 memory: 18413 grad_norm: 3.7704 top1_acc: 0.6875 top5_acc: 0.6875 loss_cls: 1.3807 loss: 1.3807 2022/08/11 02:25:43 - mmengine - INFO - Epoch(train) [23][1240/1879] lr: 2.0000e-02 eta: 12:32:32 time: 0.8468 data_time: 0.0177 memory: 18413 grad_norm: 3.7819 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.7015 loss: 1.7015 2022/08/11 02:26:01 - mmengine - INFO - Epoch(train) [23][1260/1879] lr: 2.0000e-02 eta: 12:32:14 time: 0.8576 data_time: 0.0196 memory: 18413 grad_norm: 3.7091 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.3201 loss: 1.3201 2022/08/11 02:26:18 - mmengine - INFO - Epoch(train) [23][1280/1879] lr: 2.0000e-02 eta: 12:31:56 time: 0.8548 data_time: 0.0186 memory: 18413 grad_norm: 3.7480 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3804 loss: 1.3804 2022/08/11 02:26:35 - mmengine - INFO - Epoch(train) [23][1300/1879] lr: 2.0000e-02 eta: 12:31:38 time: 0.8497 data_time: 0.0184 memory: 18413 grad_norm: 3.7327 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4523 loss: 1.4523 2022/08/11 02:26:53 - mmengine - INFO - Epoch(train) [23][1320/1879] lr: 2.0000e-02 eta: 12:31:21 time: 0.9279 data_time: 0.0894 memory: 18413 grad_norm: 3.8078 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.3667 loss: 1.3667 2022/08/11 02:27:10 - mmengine - INFO - Epoch(train) [23][1340/1879] lr: 2.0000e-02 eta: 12:31:03 time: 0.8541 data_time: 0.0206 memory: 18413 grad_norm: 3.6980 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3120 loss: 1.3120 2022/08/11 02:27:27 - mmengine - INFO - Epoch(train) [23][1360/1879] lr: 2.0000e-02 eta: 12:30:45 time: 0.8554 data_time: 0.0187 memory: 18413 grad_norm: 3.8402 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4111 loss: 1.4111 2022/08/11 02:27:44 - mmengine - INFO - Epoch(train) [23][1380/1879] lr: 2.0000e-02 eta: 12:30:27 time: 0.8540 data_time: 0.0186 memory: 18413 grad_norm: 3.6942 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.3646 loss: 1.3646 2022/08/11 02:28:02 - mmengine - INFO - Epoch(train) [23][1400/1879] lr: 2.0000e-02 eta: 12:30:09 time: 0.8767 data_time: 0.0199 memory: 18413 grad_norm: 3.6418 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4265 loss: 1.4265 2022/08/11 02:28:19 - mmengine - INFO - Epoch(train) [23][1420/1879] lr: 2.0000e-02 eta: 12:29:51 time: 0.8520 data_time: 0.0177 memory: 18413 grad_norm: 3.8160 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.2482 loss: 1.2482 2022/08/11 02:28:36 - mmengine - INFO - Epoch(train) [23][1440/1879] lr: 2.0000e-02 eta: 12:29:33 time: 0.8513 data_time: 0.0183 memory: 18413 grad_norm: 3.7344 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.4504 loss: 1.4504 2022/08/11 02:28:53 - mmengine - INFO - Epoch(train) [23][1460/1879] lr: 2.0000e-02 eta: 12:29:14 time: 0.8506 data_time: 0.0201 memory: 18413 grad_norm: 3.7461 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4029 loss: 1.4029 2022/08/11 02:29:10 - mmengine - INFO - Epoch(train) [23][1480/1879] lr: 2.0000e-02 eta: 12:28:56 time: 0.8495 data_time: 0.0185 memory: 18413 grad_norm: 3.6918 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.4026 loss: 1.4026 2022/08/11 02:29:27 - mmengine - INFO - Epoch(train) [23][1500/1879] lr: 2.0000e-02 eta: 12:28:38 time: 0.8477 data_time: 0.0184 memory: 18413 grad_norm: 3.8071 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5019 loss: 1.5019 2022/08/11 02:29:44 - mmengine - INFO - Epoch(train) [23][1520/1879] lr: 2.0000e-02 eta: 12:28:20 time: 0.8539 data_time: 0.0193 memory: 18413 grad_norm: 3.7994 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4258 loss: 1.4258 2022/08/11 02:30:01 - mmengine - INFO - Epoch(train) [23][1540/1879] lr: 2.0000e-02 eta: 12:28:01 time: 0.8464 data_time: 0.0190 memory: 18413 grad_norm: 3.7559 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3944 loss: 1.3944 2022/08/11 02:30:18 - mmengine - INFO - Epoch(train) [23][1560/1879] lr: 2.0000e-02 eta: 12:27:43 time: 0.8524 data_time: 0.0199 memory: 18413 grad_norm: 3.6809 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5324 loss: 1.5324 2022/08/11 02:30:35 - mmengine - INFO - Epoch(train) [23][1580/1879] lr: 2.0000e-02 eta: 12:27:25 time: 0.8460 data_time: 0.0187 memory: 18413 grad_norm: 3.6935 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5105 loss: 1.5105 2022/08/11 02:30:52 - mmengine - INFO - Epoch(train) [23][1600/1879] lr: 2.0000e-02 eta: 12:27:06 time: 0.8495 data_time: 0.0199 memory: 18413 grad_norm: 3.7657 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3535 loss: 1.3535 2022/08/11 02:31:09 - mmengine - INFO - Epoch(train) [23][1620/1879] lr: 2.0000e-02 eta: 12:26:48 time: 0.8449 data_time: 0.0175 memory: 18413 grad_norm: 3.8584 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.4658 loss: 1.4658 2022/08/11 02:31:26 - mmengine - INFO - Epoch(train) [23][1640/1879] lr: 2.0000e-02 eta: 12:26:30 time: 0.8501 data_time: 0.0190 memory: 18413 grad_norm: 3.8576 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5368 loss: 1.5368 2022/08/11 02:31:43 - mmengine - INFO - Epoch(train) [23][1660/1879] lr: 2.0000e-02 eta: 12:26:12 time: 0.8489 data_time: 0.0198 memory: 18413 grad_norm: 3.8260 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3079 loss: 1.3079 2022/08/11 02:31:45 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 02:32:00 - mmengine - INFO - Epoch(train) [23][1680/1879] lr: 2.0000e-02 eta: 12:25:53 time: 0.8552 data_time: 0.0186 memory: 18413 grad_norm: 3.7846 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.4123 loss: 1.4123 2022/08/11 02:32:17 - mmengine - INFO - Epoch(train) [23][1700/1879] lr: 2.0000e-02 eta: 12:25:35 time: 0.8561 data_time: 0.0205 memory: 18413 grad_norm: 3.6615 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4279 loss: 1.4279 2022/08/11 02:32:34 - mmengine - INFO - Epoch(train) [23][1720/1879] lr: 2.0000e-02 eta: 12:25:17 time: 0.8545 data_time: 0.0195 memory: 18413 grad_norm: 3.8218 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4890 loss: 1.4890 2022/08/11 02:32:51 - mmengine - INFO - Epoch(train) [23][1740/1879] lr: 2.0000e-02 eta: 12:24:59 time: 0.8441 data_time: 0.0186 memory: 18413 grad_norm: 3.7398 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3402 loss: 1.3402 2022/08/11 02:33:08 - mmengine - INFO - Epoch(train) [23][1760/1879] lr: 2.0000e-02 eta: 12:24:40 time: 0.8471 data_time: 0.0192 memory: 18413 grad_norm: 3.7782 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.4870 loss: 1.4870 2022/08/11 02:33:25 - mmengine - INFO - Epoch(train) [23][1780/1879] lr: 2.0000e-02 eta: 12:24:22 time: 0.8469 data_time: 0.0179 memory: 18413 grad_norm: 3.6864 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.4444 loss: 1.4444 2022/08/11 02:33:42 - mmengine - INFO - Epoch(train) [23][1800/1879] lr: 2.0000e-02 eta: 12:24:04 time: 0.8488 data_time: 0.0194 memory: 18413 grad_norm: 3.7357 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6048 loss: 1.6048 2022/08/11 02:33:59 - mmengine - INFO - Epoch(train) [23][1820/1879] lr: 2.0000e-02 eta: 12:23:46 time: 0.8505 data_time: 0.0173 memory: 18413 grad_norm: 3.8025 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3904 loss: 1.3904 2022/08/11 02:34:16 - mmengine - INFO - Epoch(train) [23][1840/1879] lr: 2.0000e-02 eta: 12:23:27 time: 0.8481 data_time: 0.0188 memory: 18413 grad_norm: 3.7185 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4915 loss: 1.4915 2022/08/11 02:34:33 - mmengine - INFO - Epoch(train) [23][1860/1879] lr: 2.0000e-02 eta: 12:23:09 time: 0.8496 data_time: 0.0176 memory: 18413 grad_norm: 3.7099 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4228 loss: 1.4228 2022/08/11 02:34:49 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 02:34:49 - mmengine - INFO - Epoch(train) [23][1879/1879] lr: 2.0000e-02 eta: 12:23:09 time: 0.8196 data_time: 0.0164 memory: 18413 grad_norm: 3.8295 top1_acc: 0.7143 top5_acc: 0.7143 loss_cls: 1.3462 loss: 1.3462 2022/08/11 02:35:07 - mmengine - INFO - Epoch(val) [23][20/155] eta: 0:02:02 time: 0.9068 data_time: 0.6679 memory: 2590 2022/08/11 02:35:22 - mmengine - INFO - Epoch(val) [23][40/155] eta: 0:01:24 time: 0.7373 data_time: 0.4989 memory: 2590 2022/08/11 02:35:33 - mmengine - INFO - Epoch(val) [23][60/155] eta: 0:00:55 time: 0.5840 data_time: 0.3481 memory: 2590 2022/08/11 02:35:46 - mmengine - INFO - Epoch(val) [23][80/155] eta: 0:00:47 time: 0.6365 data_time: 0.3986 memory: 2590 2022/08/11 02:35:57 - mmengine - INFO - Epoch(val) [23][100/155] eta: 0:00:30 time: 0.5628 data_time: 0.3261 memory: 2590 2022/08/11 02:36:13 - mmengine - INFO - Epoch(val) [23][120/155] eta: 0:00:28 time: 0.8068 data_time: 0.5724 memory: 2590 2022/08/11 02:36:26 - mmengine - INFO - Epoch(val) [23][140/155] eta: 0:00:09 time: 0.6355 data_time: 0.4022 memory: 2590 2022/08/11 02:36:37 - mmengine - INFO - Epoch(val) [23][155/155] acc/top1: 0.6274 acc/top5: 0.8495 acc/mean1: 0.6272 2022/08/11 02:36:38 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_21.pth is removed 2022/08/11 02:36:40 - mmengine - INFO - The best checkpoint with 0.6274 acc/top1 at 24 epoch is saved to best_acc/top1_epoch_24.pth. 2022/08/11 02:37:01 - mmengine - INFO - Epoch(train) [24][20/1879] lr: 2.0000e-02 eta: 12:22:20 time: 1.0845 data_time: 0.2442 memory: 18413 grad_norm: 3.6846 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3093 loss: 1.3093 2022/08/11 02:37:18 - mmengine - INFO - Epoch(train) [24][40/1879] lr: 2.0000e-02 eta: 12:22:02 time: 0.8504 data_time: 0.0176 memory: 18413 grad_norm: 3.7392 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.3906 loss: 1.3906 2022/08/11 02:37:35 - mmengine - INFO - Epoch(train) [24][60/1879] lr: 2.0000e-02 eta: 12:21:44 time: 0.8547 data_time: 0.0189 memory: 18413 grad_norm: 3.7803 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3137 loss: 1.3137 2022/08/11 02:37:54 - mmengine - INFO - Epoch(train) [24][80/1879] lr: 2.0000e-02 eta: 12:21:27 time: 0.9241 data_time: 0.0173 memory: 18413 grad_norm: 3.7306 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2404 loss: 1.2404 2022/08/11 02:38:14 - mmengine - INFO - Epoch(train) [24][100/1879] lr: 2.0000e-02 eta: 12:21:12 time: 0.9975 data_time: 0.0179 memory: 18413 grad_norm: 3.7299 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.2536 loss: 1.2536 2022/08/11 02:38:31 - mmengine - INFO - Epoch(train) [24][120/1879] lr: 2.0000e-02 eta: 12:20:54 time: 0.8492 data_time: 0.0177 memory: 18413 grad_norm: 3.8495 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.4777 loss: 1.4777 2022/08/11 02:38:49 - mmengine - INFO - Epoch(train) [24][140/1879] lr: 2.0000e-02 eta: 12:20:37 time: 0.8921 data_time: 0.0180 memory: 18413 grad_norm: 3.8372 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.4609 loss: 1.4609 2022/08/11 02:39:10 - mmengine - INFO - Epoch(train) [24][160/1879] lr: 2.0000e-02 eta: 12:20:24 time: 1.0799 data_time: 0.0210 memory: 18413 grad_norm: 3.7530 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3894 loss: 1.3894 2022/08/11 02:39:30 - mmengine - INFO - Epoch(train) [24][180/1879] lr: 2.0000e-02 eta: 12:20:09 time: 1.0020 data_time: 0.0168 memory: 18413 grad_norm: 3.7076 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5523 loss: 1.5523 2022/08/11 02:39:49 - mmengine - INFO - Epoch(train) [24][200/1879] lr: 2.0000e-02 eta: 12:19:53 time: 0.9271 data_time: 0.0181 memory: 18413 grad_norm: 3.8215 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3454 loss: 1.3454 2022/08/11 02:40:06 - mmengine - INFO - Epoch(train) [24][220/1879] lr: 2.0000e-02 eta: 12:19:35 time: 0.8666 data_time: 0.0187 memory: 18413 grad_norm: 3.9266 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4677 loss: 1.4677 2022/08/11 02:40:25 - mmengine - INFO - Epoch(train) [24][240/1879] lr: 2.0000e-02 eta: 12:19:19 time: 0.9330 data_time: 0.0809 memory: 18413 grad_norm: 3.7139 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2151 loss: 1.2151 2022/08/11 02:40:42 - mmengine - INFO - Epoch(train) [24][260/1879] lr: 2.0000e-02 eta: 12:19:01 time: 0.8591 data_time: 0.0185 memory: 18413 grad_norm: 3.8607 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.3679 loss: 1.3679 2022/08/11 02:40:59 - mmengine - INFO - Epoch(train) [24][280/1879] lr: 2.0000e-02 eta: 12:18:43 time: 0.8578 data_time: 0.0181 memory: 18413 grad_norm: 3.6667 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3344 loss: 1.3344 2022/08/11 02:41:16 - mmengine - INFO - Epoch(train) [24][300/1879] lr: 2.0000e-02 eta: 12:18:25 time: 0.8625 data_time: 0.0188 memory: 18413 grad_norm: 3.7515 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.4058 loss: 1.4058 2022/08/11 02:41:34 - mmengine - INFO - Epoch(train) [24][320/1879] lr: 2.0000e-02 eta: 12:18:07 time: 0.8586 data_time: 0.0192 memory: 18413 grad_norm: 3.8423 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.5825 loss: 1.5825 2022/08/11 02:41:51 - mmengine - INFO - Epoch(train) [24][340/1879] lr: 2.0000e-02 eta: 12:17:49 time: 0.8551 data_time: 0.0203 memory: 18413 grad_norm: 3.7558 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.2670 loss: 1.2670 2022/08/11 02:42:08 - mmengine - INFO - Epoch(train) [24][360/1879] lr: 2.0000e-02 eta: 12:17:31 time: 0.8751 data_time: 0.0188 memory: 18413 grad_norm: 3.7995 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.5111 loss: 1.5111 2022/08/11 02:42:25 - mmengine - INFO - Epoch(train) [24][380/1879] lr: 2.0000e-02 eta: 12:17:13 time: 0.8566 data_time: 0.0182 memory: 18413 grad_norm: 3.7683 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.4406 loss: 1.4406 2022/08/11 02:42:42 - mmengine - INFO - Epoch(train) [24][400/1879] lr: 2.0000e-02 eta: 12:16:55 time: 0.8486 data_time: 0.0179 memory: 18413 grad_norm: 3.8282 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 1.6154 loss: 1.6154 2022/08/11 02:42:59 - mmengine - INFO - Epoch(train) [24][420/1879] lr: 2.0000e-02 eta: 12:16:37 time: 0.8517 data_time: 0.0179 memory: 18413 grad_norm: 3.8017 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5206 loss: 1.5206 2022/08/11 02:43:16 - mmengine - INFO - Epoch(train) [24][440/1879] lr: 2.0000e-02 eta: 12:16:18 time: 0.8536 data_time: 0.0176 memory: 18413 grad_norm: 3.7493 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.3505 loss: 1.3505 2022/08/11 02:43:34 - mmengine - INFO - Epoch(train) [24][460/1879] lr: 2.0000e-02 eta: 12:16:00 time: 0.8620 data_time: 0.0255 memory: 18413 grad_norm: 3.7044 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.6578 loss: 1.6578 2022/08/11 02:43:51 - mmengine - INFO - Epoch(train) [24][480/1879] lr: 2.0000e-02 eta: 12:15:42 time: 0.8516 data_time: 0.0175 memory: 18413 grad_norm: 3.7297 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.4151 loss: 1.4151 2022/08/11 02:44:08 - mmengine - INFO - Epoch(train) [24][500/1879] lr: 2.0000e-02 eta: 12:15:24 time: 0.8613 data_time: 0.0259 memory: 18413 grad_norm: 3.7588 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3353 loss: 1.3353 2022/08/11 02:44:28 - mmengine - INFO - Epoch(train) [24][520/1879] lr: 2.0000e-02 eta: 12:15:09 time: 0.9816 data_time: 0.0180 memory: 18413 grad_norm: 3.7913 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.3824 loss: 1.3824 2022/08/11 02:44:45 - mmengine - INFO - Epoch(train) [24][540/1879] lr: 2.0000e-02 eta: 12:14:51 time: 0.8554 data_time: 0.0195 memory: 18413 grad_norm: 3.7901 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.4359 loss: 1.4359 2022/08/11 02:45:02 - mmengine - INFO - Epoch(train) [24][560/1879] lr: 2.0000e-02 eta: 12:14:33 time: 0.8770 data_time: 0.0185 memory: 18413 grad_norm: 3.9160 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.3819 loss: 1.3819 2022/08/11 02:45:20 - mmengine - INFO - Epoch(train) [24][580/1879] lr: 2.0000e-02 eta: 12:14:16 time: 0.8693 data_time: 0.0377 memory: 18413 grad_norm: 3.7746 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.3615 loss: 1.3615 2022/08/11 02:45:37 - mmengine - INFO - Epoch(train) [24][600/1879] lr: 2.0000e-02 eta: 12:13:57 time: 0.8511 data_time: 0.0186 memory: 18413 grad_norm: 3.8105 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5063 loss: 1.5063 2022/08/11 02:45:54 - mmengine - INFO - Epoch(train) [24][620/1879] lr: 2.0000e-02 eta: 12:13:39 time: 0.8514 data_time: 0.0212 memory: 18413 grad_norm: 3.8087 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.2421 loss: 1.2421 2022/08/11 02:46:11 - mmengine - INFO - Epoch(train) [24][640/1879] lr: 2.0000e-02 eta: 12:13:21 time: 0.8579 data_time: 0.0175 memory: 18413 grad_norm: 3.7590 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.3115 loss: 1.3115 2022/08/11 02:46:28 - mmengine - INFO - Epoch(train) [24][660/1879] lr: 2.0000e-02 eta: 12:13:03 time: 0.8606 data_time: 0.0187 memory: 18413 grad_norm: 3.6922 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.4729 loss: 1.4729 2022/08/11 02:46:46 - mmengine - INFO - Epoch(train) [24][680/1879] lr: 2.0000e-02 eta: 12:12:46 time: 0.9075 data_time: 0.0179 memory: 18413 grad_norm: 3.8198 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.5289 loss: 1.5289 2022/08/11 02:47:03 - mmengine - INFO - Epoch(train) [24][700/1879] lr: 2.0000e-02 eta: 12:12:28 time: 0.8492 data_time: 0.0195 memory: 18413 grad_norm: 3.7972 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.4731 loss: 1.4731 2022/08/11 02:47:20 - mmengine - INFO - Epoch(train) [24][720/1879] lr: 2.0000e-02 eta: 12:12:10 time: 0.8452 data_time: 0.0190 memory: 18413 grad_norm: 3.7322 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6114 loss: 1.6114 2022/08/11 02:47:39 - mmengine - INFO - Epoch(train) [24][740/1879] lr: 2.0000e-02 eta: 12:11:54 time: 0.9674 data_time: 0.0196 memory: 18413 grad_norm: 3.9022 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4920 loss: 1.4920 2022/08/11 02:47:58 - mmengine - INFO - Epoch(train) [24][760/1879] lr: 2.0000e-02 eta: 12:11:38 time: 0.9159 data_time: 0.0229 memory: 18413 grad_norm: 3.7882 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.1566 loss: 1.1566 2022/08/11 02:48:15 - mmengine - INFO - Epoch(train) [24][780/1879] lr: 2.0000e-02 eta: 12:11:19 time: 0.8589 data_time: 0.0184 memory: 18413 grad_norm: 3.8018 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.3606 loss: 1.3606 2022/08/11 02:48:18 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 02:48:32 - mmengine - INFO - Epoch(train) [24][800/1879] lr: 2.0000e-02 eta: 12:11:01 time: 0.8497 data_time: 0.0184 memory: 18413 grad_norm: 3.7544 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4541 loss: 1.4541 2022/08/11 02:48:49 - mmengine - INFO - Epoch(train) [24][820/1879] lr: 2.0000e-02 eta: 12:10:43 time: 0.8438 data_time: 0.0183 memory: 18413 grad_norm: 3.7934 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4077 loss: 1.4077 2022/08/11 02:49:06 - mmengine - INFO - Epoch(train) [24][840/1879] lr: 2.0000e-02 eta: 12:10:25 time: 0.8480 data_time: 0.0190 memory: 18413 grad_norm: 3.7179 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4517 loss: 1.4517 2022/08/11 02:49:23 - mmengine - INFO - Epoch(train) [24][860/1879] lr: 2.0000e-02 eta: 12:10:06 time: 0.8485 data_time: 0.0180 memory: 18413 grad_norm: 3.8347 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3168 loss: 1.3168 2022/08/11 02:49:40 - mmengine - INFO - Epoch(train) [24][880/1879] lr: 2.0000e-02 eta: 12:09:48 time: 0.8522 data_time: 0.0198 memory: 18413 grad_norm: 3.7913 top1_acc: 0.5625 top5_acc: 1.0000 loss_cls: 1.4787 loss: 1.4787 2022/08/11 02:49:57 - mmengine - INFO - Epoch(train) [24][900/1879] lr: 2.0000e-02 eta: 12:09:30 time: 0.8639 data_time: 0.0195 memory: 18413 grad_norm: 3.8592 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5366 loss: 1.5366 2022/08/11 02:50:18 - mmengine - INFO - Epoch(train) [24][920/1879] lr: 2.0000e-02 eta: 12:09:16 time: 1.0321 data_time: 0.0249 memory: 18413 grad_norm: 3.7360 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.3645 loss: 1.3645 2022/08/11 02:50:35 - mmengine - INFO - Epoch(train) [24][940/1879] lr: 2.0000e-02 eta: 12:08:58 time: 0.8522 data_time: 0.0198 memory: 18413 grad_norm: 3.7951 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.3475 loss: 1.3475 2022/08/11 02:50:52 - mmengine - INFO - Epoch(train) [24][960/1879] lr: 2.0000e-02 eta: 12:08:40 time: 0.8501 data_time: 0.0200 memory: 18413 grad_norm: 3.7213 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.5126 loss: 1.5126 2022/08/11 02:51:09 - mmengine - INFO - Epoch(train) [24][980/1879] lr: 2.0000e-02 eta: 12:08:22 time: 0.8492 data_time: 0.0196 memory: 18413 grad_norm: 3.7530 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.2517 loss: 1.2517 2022/08/11 02:51:26 - mmengine - INFO - Epoch(train) [24][1000/1879] lr: 2.0000e-02 eta: 12:08:03 time: 0.8413 data_time: 0.0188 memory: 18413 grad_norm: 3.7944 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3350 loss: 1.3350 2022/08/11 02:51:43 - mmengine - INFO - Epoch(train) [24][1020/1879] lr: 2.0000e-02 eta: 12:07:45 time: 0.8424 data_time: 0.0180 memory: 18413 grad_norm: 3.7609 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.4829 loss: 1.4829 2022/08/11 02:52:00 - mmengine - INFO - Epoch(train) [24][1040/1879] lr: 2.0000e-02 eta: 12:07:27 time: 0.8487 data_time: 0.0188 memory: 18413 grad_norm: 3.7817 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.4721 loss: 1.4721 2022/08/11 02:52:17 - mmengine - INFO - Epoch(train) [24][1060/1879] lr: 2.0000e-02 eta: 12:07:09 time: 0.8536 data_time: 0.0192 memory: 18413 grad_norm: 3.8788 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.3692 loss: 1.3692 2022/08/11 02:52:34 - mmengine - INFO - Epoch(train) [24][1080/1879] lr: 2.0000e-02 eta: 12:06:50 time: 0.8537 data_time: 0.0201 memory: 18413 grad_norm: 3.9058 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.3052 loss: 1.3052 2022/08/11 02:52:51 - mmengine - INFO - Epoch(train) [24][1100/1879] lr: 2.0000e-02 eta: 12:06:32 time: 0.8491 data_time: 0.0174 memory: 18413 grad_norm: 3.8440 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.4060 loss: 1.4060 2022/08/11 02:53:08 - mmengine - INFO - Epoch(train) [24][1120/1879] lr: 2.0000e-02 eta: 12:06:14 time: 0.8522 data_time: 0.0171 memory: 18413 grad_norm: 3.8668 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4823 loss: 1.4823 2022/08/11 02:53:25 - mmengine - INFO - Epoch(train) [24][1140/1879] lr: 2.0000e-02 eta: 12:05:56 time: 0.8527 data_time: 0.0183 memory: 18413 grad_norm: 3.7633 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.4267 loss: 1.4267 2022/08/11 02:53:42 - mmengine - INFO - Epoch(train) [24][1160/1879] lr: 2.0000e-02 eta: 12:05:38 time: 0.8504 data_time: 0.0179 memory: 18413 grad_norm: 3.8558 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5601 loss: 1.5601 2022/08/11 02:53:59 - mmengine - INFO - Epoch(train) [24][1180/1879] lr: 2.0000e-02 eta: 12:05:19 time: 0.8431 data_time: 0.0185 memory: 18413 grad_norm: 3.8244 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4739 loss: 1.4739 2022/08/11 02:54:16 - mmengine - INFO - Epoch(train) [24][1200/1879] lr: 2.0000e-02 eta: 12:05:01 time: 0.8484 data_time: 0.0185 memory: 18413 grad_norm: 3.8097 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4324 loss: 1.4324 2022/08/11 02:54:33 - mmengine - INFO - Epoch(train) [24][1220/1879] lr: 2.0000e-02 eta: 12:04:43 time: 0.8519 data_time: 0.0247 memory: 18413 grad_norm: 3.8302 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5621 loss: 1.5621 2022/08/11 02:54:50 - mmengine - INFO - Epoch(train) [24][1240/1879] lr: 2.0000e-02 eta: 12:04:25 time: 0.8422 data_time: 0.0191 memory: 18413 grad_norm: 3.8794 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.4581 loss: 1.4581 2022/08/11 02:55:10 - mmengine - INFO - Epoch(train) [24][1260/1879] lr: 2.0000e-02 eta: 12:04:11 time: 1.0374 data_time: 0.0177 memory: 18413 grad_norm: 3.8016 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.3627 loss: 1.3627 2022/08/11 02:55:27 - mmengine - INFO - Epoch(train) [24][1280/1879] lr: 2.0000e-02 eta: 12:03:52 time: 0.8490 data_time: 0.0189 memory: 18413 grad_norm: 3.8472 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.4322 loss: 1.4322 2022/08/11 02:55:44 - mmengine - INFO - Epoch(train) [24][1300/1879] lr: 2.0000e-02 eta: 12:03:34 time: 0.8560 data_time: 0.0212 memory: 18413 grad_norm: 3.7289 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.4056 loss: 1.4056 2022/08/11 02:56:01 - mmengine - INFO - Epoch(train) [24][1320/1879] lr: 2.0000e-02 eta: 12:03:16 time: 0.8492 data_time: 0.0175 memory: 18413 grad_norm: 3.7521 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5584 loss: 1.5584 2022/08/11 02:56:19 - mmengine - INFO - Epoch(train) [24][1340/1879] lr: 2.0000e-02 eta: 12:02:58 time: 0.8600 data_time: 0.0192 memory: 18413 grad_norm: 3.7841 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5318 loss: 1.5318 2022/08/11 02:56:36 - mmengine - INFO - Epoch(train) [24][1360/1879] lr: 2.0000e-02 eta: 12:02:40 time: 0.8540 data_time: 0.0197 memory: 18413 grad_norm: 3.8355 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.4848 loss: 1.4848 2022/08/11 02:56:53 - mmengine - INFO - Epoch(train) [24][1380/1879] lr: 2.0000e-02 eta: 12:02:22 time: 0.8526 data_time: 0.0183 memory: 18413 grad_norm: 3.7758 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5275 loss: 1.5275 2022/08/11 02:57:10 - mmengine - INFO - Epoch(train) [24][1400/1879] lr: 2.0000e-02 eta: 12:02:04 time: 0.8437 data_time: 0.0194 memory: 18413 grad_norm: 3.7288 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.2171 loss: 1.2171 2022/08/11 02:57:28 - mmengine - INFO - Epoch(train) [24][1420/1879] lr: 2.0000e-02 eta: 12:01:47 time: 0.9095 data_time: 0.0190 memory: 18413 grad_norm: 3.7631 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.4837 loss: 1.4837 2022/08/11 02:57:45 - mmengine - INFO - Epoch(train) [24][1440/1879] lr: 2.0000e-02 eta: 12:01:29 time: 0.8495 data_time: 0.0184 memory: 18413 grad_norm: 3.7704 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.3638 loss: 1.3638 2022/08/11 02:58:02 - mmengine - INFO - Epoch(train) [24][1460/1879] lr: 2.0000e-02 eta: 12:01:11 time: 0.8706 data_time: 0.0272 memory: 18413 grad_norm: 3.8270 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.3125 loss: 1.3125 2022/08/11 02:58:21 - mmengine - INFO - Epoch(train) [24][1480/1879] lr: 2.0000e-02 eta: 12:00:54 time: 0.9198 data_time: 0.0177 memory: 18413 grad_norm: 3.7167 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.2597 loss: 1.2597 2022/08/11 02:58:38 - mmengine - INFO - Epoch(train) [24][1500/1879] lr: 2.0000e-02 eta: 12:00:36 time: 0.8586 data_time: 0.0199 memory: 18413 grad_norm: 3.7201 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.3493 loss: 1.3493 2022/08/11 02:58:55 - mmengine - INFO - Epoch(train) [24][1520/1879] lr: 2.0000e-02 eta: 12:00:18 time: 0.8520 data_time: 0.0191 memory: 18413 grad_norm: 3.8119 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.5021 loss: 1.5021 2022/08/11 02:59:12 - mmengine - INFO - Epoch(train) [24][1540/1879] lr: 2.0000e-02 eta: 12:00:00 time: 0.8619 data_time: 0.0213 memory: 18413 grad_norm: 3.8907 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 1.2099 loss: 1.2099 2022/08/11 02:59:29 - mmengine - INFO - Epoch(train) [24][1560/1879] lr: 2.0000e-02 eta: 11:59:42 time: 0.8508 data_time: 0.0163 memory: 18413 grad_norm: 3.8779 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.4531 loss: 1.4531 2022/08/11 02:59:47 - mmengine - INFO - Epoch(train) [24][1580/1879] lr: 2.0000e-02 eta: 11:59:25 time: 0.9190 data_time: 0.0175 memory: 18413 grad_norm: 3.8570 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4212 loss: 1.4212 2022/08/11 03:00:04 - mmengine - INFO - Epoch(train) [24][1600/1879] lr: 2.0000e-02 eta: 11:59:07 time: 0.8467 data_time: 0.0193 memory: 18413 grad_norm: 3.8817 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3356 loss: 1.3356 2022/08/11 03:00:22 - mmengine - INFO - Epoch(train) [24][1620/1879] lr: 2.0000e-02 eta: 11:58:50 time: 0.8861 data_time: 0.0502 memory: 18413 grad_norm: 3.7989 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.3270 loss: 1.3270 2022/08/11 03:00:39 - mmengine - INFO - Epoch(train) [24][1640/1879] lr: 2.0000e-02 eta: 11:58:32 time: 0.8640 data_time: 0.0183 memory: 18413 grad_norm: 3.8275 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.3952 loss: 1.3952 2022/08/11 03:00:56 - mmengine - INFO - Epoch(train) [24][1660/1879] lr: 2.0000e-02 eta: 11:58:14 time: 0.8502 data_time: 0.0187 memory: 18413 grad_norm: 3.8114 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5968 loss: 1.5968 2022/08/11 03:01:14 - mmengine - INFO - Epoch(train) [24][1680/1879] lr: 2.0000e-02 eta: 11:57:55 time: 0.8541 data_time: 0.0188 memory: 18413 grad_norm: 3.6980 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5343 loss: 1.5343 2022/08/11 03:01:30 - mmengine - INFO - Epoch(train) [24][1700/1879] lr: 2.0000e-02 eta: 11:57:37 time: 0.8468 data_time: 0.0184 memory: 18413 grad_norm: 3.8080 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.4122 loss: 1.4122 2022/08/11 03:01:48 - mmengine - INFO - Epoch(train) [24][1720/1879] lr: 2.0000e-02 eta: 11:57:19 time: 0.8528 data_time: 0.0193 memory: 18413 grad_norm: 3.7363 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5754 loss: 1.5754 2022/08/11 03:02:06 - mmengine - INFO - Epoch(train) [24][1740/1879] lr: 2.0000e-02 eta: 11:57:02 time: 0.9098 data_time: 0.0199 memory: 18413 grad_norm: 3.7312 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.4660 loss: 1.4660 2022/08/11 03:02:23 - mmengine - INFO - Epoch(train) [24][1760/1879] lr: 2.0000e-02 eta: 11:56:44 time: 0.8453 data_time: 0.0187 memory: 18413 grad_norm: 3.7989 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6081 loss: 1.6081 2022/08/11 03:02:40 - mmengine - INFO - Epoch(train) [24][1780/1879] lr: 2.0000e-02 eta: 11:56:26 time: 0.8523 data_time: 0.0188 memory: 18413 grad_norm: 3.8556 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.3608 loss: 1.3608 2022/08/11 03:02:42 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 03:02:57 - mmengine - INFO - Epoch(train) [24][1800/1879] lr: 2.0000e-02 eta: 11:56:08 time: 0.8516 data_time: 0.0192 memory: 18413 grad_norm: 3.8280 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5326 loss: 1.5326 2022/08/11 03:03:14 - mmengine - INFO - Epoch(train) [24][1820/1879] lr: 2.0000e-02 eta: 11:55:50 time: 0.8835 data_time: 0.0200 memory: 18413 grad_norm: 3.6898 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.1759 loss: 1.1759 2022/08/11 03:03:32 - mmengine - INFO - Epoch(train) [24][1840/1879] lr: 2.0000e-02 eta: 11:55:33 time: 0.8718 data_time: 0.0440 memory: 18413 grad_norm: 3.9375 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6524 loss: 1.6524 2022/08/11 03:03:49 - mmengine - INFO - Epoch(train) [24][1860/1879] lr: 2.0000e-02 eta: 11:55:14 time: 0.8469 data_time: 0.0180 memory: 18413 grad_norm: 3.8142 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5181 loss: 1.5181 2022/08/11 03:04:05 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 03:04:05 - mmengine - INFO - Epoch(train) [24][1879/1879] lr: 2.0000e-02 eta: 11:55:14 time: 0.8480 data_time: 0.0181 memory: 18413 grad_norm: 3.8028 top1_acc: 0.8571 top5_acc: 1.0000 loss_cls: 1.4416 loss: 1.4416 2022/08/11 03:04:05 - mmengine - INFO - Saving checkpoint at 24 epochs 2022/08/11 03:04:21 - mmengine - INFO - Epoch(val) [24][20/155] eta: 0:01:31 time: 0.6787 data_time: 0.4365 memory: 2590 2022/08/11 03:04:29 - mmengine - INFO - Epoch(val) [24][40/155] eta: 0:00:49 time: 0.4272 data_time: 0.1829 memory: 2590 2022/08/11 03:04:40 - mmengine - INFO - Epoch(val) [24][60/155] eta: 0:00:51 time: 0.5390 data_time: 0.3017 memory: 2590 2022/08/11 03:04:49 - mmengine - INFO - Epoch(val) [24][80/155] eta: 0:00:32 time: 0.4296 data_time: 0.1901 memory: 2590 2022/08/11 03:04:59 - mmengine - INFO - Epoch(val) [24][100/155] eta: 0:00:28 time: 0.5170 data_time: 0.2782 memory: 2590 2022/08/11 03:05:13 - mmengine - INFO - Epoch(val) [24][120/155] eta: 0:00:24 time: 0.6992 data_time: 0.4608 memory: 2590 2022/08/11 03:05:26 - mmengine - INFO - Epoch(val) [24][140/155] eta: 0:00:10 time: 0.6677 data_time: 0.4316 memory: 2590 2022/08/11 03:06:06 - mmengine - INFO - Epoch(val) [24][155/155] acc/top1: 0.6405 acc/top5: 0.8572 acc/mean1: 0.6404 2022/08/11 03:06:06 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_24.pth is removed 2022/08/11 03:06:08 - mmengine - INFO - The best checkpoint with 0.6405 acc/top1 at 25 epoch is saved to best_acc/top1_epoch_25.pth. 2022/08/11 03:06:31 - mmengine - INFO - Epoch(train) [25][20/1879] lr: 2.0000e-02 eta: 11:54:28 time: 1.1779 data_time: 0.1996 memory: 18413 grad_norm: 3.7471 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3536 loss: 1.3536 2022/08/11 03:06:48 - mmengine - INFO - Epoch(train) [25][40/1879] lr: 2.0000e-02 eta: 11:54:10 time: 0.8379 data_time: 0.0189 memory: 18413 grad_norm: 3.7402 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4093 loss: 1.4093 2022/08/11 03:07:05 - mmengine - INFO - Epoch(train) [25][60/1879] lr: 2.0000e-02 eta: 11:53:52 time: 0.8456 data_time: 0.0181 memory: 18413 grad_norm: 3.6563 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.1456 loss: 1.1456 2022/08/11 03:07:22 - mmengine - INFO - Epoch(train) [25][80/1879] lr: 2.0000e-02 eta: 11:53:34 time: 0.8451 data_time: 0.0175 memory: 18413 grad_norm: 3.7232 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3977 loss: 1.3977 2022/08/11 03:07:39 - mmengine - INFO - Epoch(train) [25][100/1879] lr: 2.0000e-02 eta: 11:53:15 time: 0.8462 data_time: 0.0184 memory: 18413 grad_norm: 3.6312 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2441 loss: 1.2441 2022/08/11 03:07:56 - mmengine - INFO - Epoch(train) [25][120/1879] lr: 2.0000e-02 eta: 11:52:58 time: 0.8683 data_time: 0.0292 memory: 18413 grad_norm: 3.7007 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3508 loss: 1.3508 2022/08/11 03:08:13 - mmengine - INFO - Epoch(train) [25][140/1879] lr: 2.0000e-02 eta: 11:52:39 time: 0.8535 data_time: 0.0188 memory: 18413 grad_norm: 3.7518 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.3466 loss: 1.3466 2022/08/11 03:08:32 - mmengine - INFO - Epoch(train) [25][160/1879] lr: 2.0000e-02 eta: 11:52:23 time: 0.9245 data_time: 0.0186 memory: 18413 grad_norm: 3.8053 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4109 loss: 1.4109 2022/08/11 03:08:51 - mmengine - INFO - Epoch(train) [25][180/1879] lr: 2.0000e-02 eta: 11:52:07 time: 0.9742 data_time: 0.0198 memory: 18413 grad_norm: 3.7426 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.4438 loss: 1.4438 2022/08/11 03:09:08 - mmengine - INFO - Epoch(train) [25][200/1879] lr: 2.0000e-02 eta: 11:51:49 time: 0.8537 data_time: 0.0197 memory: 18413 grad_norm: 3.7320 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.1648 loss: 1.1648 2022/08/11 03:09:25 - mmengine - INFO - Epoch(train) [25][220/1879] lr: 2.0000e-02 eta: 11:51:31 time: 0.8544 data_time: 0.0186 memory: 18413 grad_norm: 3.8062 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.3434 loss: 1.3434 2022/08/11 03:09:43 - mmengine - INFO - Epoch(train) [25][240/1879] lr: 2.0000e-02 eta: 11:51:13 time: 0.8602 data_time: 0.0194 memory: 18413 grad_norm: 3.7239 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.3232 loss: 1.3232 2022/08/11 03:10:00 - mmengine - INFO - Epoch(train) [25][260/1879] lr: 2.0000e-02 eta: 11:50:55 time: 0.8542 data_time: 0.0176 memory: 18413 grad_norm: 3.7587 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.4727 loss: 1.4727 2022/08/11 03:10:17 - mmengine - INFO - Epoch(train) [25][280/1879] lr: 2.0000e-02 eta: 11:50:37 time: 0.8631 data_time: 0.0209 memory: 18413 grad_norm: 3.7623 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.3997 loss: 1.3997 2022/08/11 03:10:34 - mmengine - INFO - Epoch(train) [25][300/1879] lr: 2.0000e-02 eta: 11:50:19 time: 0.8570 data_time: 0.0191 memory: 18413 grad_norm: 3.9999 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.4847 loss: 1.4847 2022/08/11 03:10:51 - mmengine - INFO - Epoch(train) [25][320/1879] lr: 2.0000e-02 eta: 11:50:01 time: 0.8526 data_time: 0.0181 memory: 18413 grad_norm: 3.8727 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3564 loss: 1.3564 2022/08/11 03:11:09 - mmengine - INFO - Epoch(train) [25][340/1879] lr: 2.0000e-02 eta: 11:49:43 time: 0.8617 data_time: 0.0181 memory: 18413 grad_norm: 3.8194 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4812 loss: 1.4812 2022/08/11 03:11:26 - mmengine - INFO - Epoch(train) [25][360/1879] lr: 2.0000e-02 eta: 11:49:26 time: 0.8622 data_time: 0.0242 memory: 18413 grad_norm: 3.7434 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.4036 loss: 1.4036 2022/08/11 03:11:45 - mmengine - INFO - Epoch(train) [25][380/1879] lr: 2.0000e-02 eta: 11:49:10 time: 0.9562 data_time: 0.0175 memory: 18413 grad_norm: 3.7327 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2242 loss: 1.2242 2022/08/11 03:12:02 - mmengine - INFO - Epoch(train) [25][400/1879] lr: 2.0000e-02 eta: 11:48:52 time: 0.8561 data_time: 0.0193 memory: 18413 grad_norm: 3.7535 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.3086 loss: 1.3086 2022/08/11 03:12:19 - mmengine - INFO - Epoch(train) [25][420/1879] lr: 2.0000e-02 eta: 11:48:34 time: 0.8498 data_time: 0.0179 memory: 18413 grad_norm: 3.8063 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4175 loss: 1.4175 2022/08/11 03:12:36 - mmengine - INFO - Epoch(train) [25][440/1879] lr: 2.0000e-02 eta: 11:48:15 time: 0.8505 data_time: 0.0262 memory: 18413 grad_norm: 3.8319 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.2549 loss: 1.2549 2022/08/11 03:12:53 - mmengine - INFO - Epoch(train) [25][460/1879] lr: 2.0000e-02 eta: 11:47:57 time: 0.8455 data_time: 0.0192 memory: 18413 grad_norm: 3.8205 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.2528 loss: 1.2528 2022/08/11 03:13:11 - mmengine - INFO - Epoch(train) [25][480/1879] lr: 2.0000e-02 eta: 11:47:40 time: 0.9061 data_time: 0.0193 memory: 18413 grad_norm: 3.7765 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.3419 loss: 1.3419 2022/08/11 03:13:28 - mmengine - INFO - Epoch(train) [25][500/1879] lr: 2.0000e-02 eta: 11:47:22 time: 0.8457 data_time: 0.0183 memory: 18413 grad_norm: 3.8008 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.4575 loss: 1.4575 2022/08/11 03:13:45 - mmengine - INFO - Epoch(train) [25][520/1879] lr: 2.0000e-02 eta: 11:47:04 time: 0.8546 data_time: 0.0207 memory: 18413 grad_norm: 3.7938 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.3578 loss: 1.3578 2022/08/11 03:14:02 - mmengine - INFO - Epoch(train) [25][540/1879] lr: 2.0000e-02 eta: 11:46:46 time: 0.8612 data_time: 0.0185 memory: 18413 grad_norm: 3.7576 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2961 loss: 1.2961 2022/08/11 03:14:19 - mmengine - INFO - Epoch(train) [25][560/1879] lr: 2.0000e-02 eta: 11:46:28 time: 0.8576 data_time: 0.0179 memory: 18413 grad_norm: 3.8551 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.4290 loss: 1.4290 2022/08/11 03:14:36 - mmengine - INFO - Epoch(train) [25][580/1879] lr: 2.0000e-02 eta: 11:46:10 time: 0.8481 data_time: 0.0176 memory: 18413 grad_norm: 3.8583 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.3292 loss: 1.3292 2022/08/11 03:14:53 - mmengine - INFO - Epoch(train) [25][600/1879] lr: 2.0000e-02 eta: 11:45:52 time: 0.8500 data_time: 0.0179 memory: 18413 grad_norm: 3.8363 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3365 loss: 1.3365 2022/08/11 03:15:11 - mmengine - INFO - Epoch(train) [25][620/1879] lr: 2.0000e-02 eta: 11:45:34 time: 0.8729 data_time: 0.0401 memory: 18413 grad_norm: 3.7073 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4714 loss: 1.4714 2022/08/11 03:15:28 - mmengine - INFO - Epoch(train) [25][640/1879] lr: 2.0000e-02 eta: 11:45:16 time: 0.8663 data_time: 0.0244 memory: 18413 grad_norm: 3.9217 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.4436 loss: 1.4436 2022/08/11 03:15:46 - mmengine - INFO - Epoch(train) [25][660/1879] lr: 2.0000e-02 eta: 11:44:59 time: 0.8714 data_time: 0.0202 memory: 18413 grad_norm: 3.8738 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3953 loss: 1.3953 2022/08/11 03:16:03 - mmengine - INFO - Epoch(train) [25][680/1879] lr: 2.0000e-02 eta: 11:44:41 time: 0.8769 data_time: 0.0180 memory: 18413 grad_norm: 3.7722 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3836 loss: 1.3836 2022/08/11 03:16:21 - mmengine - INFO - Epoch(train) [25][700/1879] lr: 2.0000e-02 eta: 11:44:23 time: 0.8621 data_time: 0.0204 memory: 18413 grad_norm: 3.8070 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.4958 loss: 1.4958 2022/08/11 03:16:38 - mmengine - INFO - Epoch(train) [25][720/1879] lr: 2.0000e-02 eta: 11:44:05 time: 0.8653 data_time: 0.0249 memory: 18413 grad_norm: 3.7477 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.3283 loss: 1.3283 2022/08/11 03:16:56 - mmengine - INFO - Epoch(train) [25][740/1879] lr: 2.0000e-02 eta: 11:43:49 time: 0.9275 data_time: 0.0164 memory: 18413 grad_norm: 3.8065 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.4887 loss: 1.4887 2022/08/11 03:17:14 - mmengine - INFO - Epoch(train) [25][760/1879] lr: 2.0000e-02 eta: 11:43:32 time: 0.9075 data_time: 0.0189 memory: 18413 grad_norm: 3.7543 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3989 loss: 1.3989 2022/08/11 03:17:37 - mmengine - INFO - Epoch(train) [25][780/1879] lr: 2.0000e-02 eta: 11:43:20 time: 1.1499 data_time: 0.0159 memory: 18413 grad_norm: 3.8553 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4695 loss: 1.4695 2022/08/11 03:17:56 - mmengine - INFO - Epoch(train) [25][800/1879] lr: 2.0000e-02 eta: 11:43:04 time: 0.9400 data_time: 0.0177 memory: 18413 grad_norm: 3.8845 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5345 loss: 1.5345 2022/08/11 03:18:17 - mmengine - INFO - Epoch(train) [25][820/1879] lr: 2.0000e-02 eta: 11:42:49 time: 1.0351 data_time: 0.0177 memory: 18413 grad_norm: 3.6181 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.2846 loss: 1.2846 2022/08/11 03:18:36 - mmengine - INFO - Epoch(train) [25][840/1879] lr: 2.0000e-02 eta: 11:42:33 time: 0.9356 data_time: 0.0998 memory: 18413 grad_norm: 3.8008 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.5517 loss: 1.5517 2022/08/11 03:18:55 - mmengine - INFO - Epoch(train) [25][860/1879] lr: 2.0000e-02 eta: 11:42:18 time: 0.9859 data_time: 0.1555 memory: 18413 grad_norm: 3.9178 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 1.4068 loss: 1.4068 2022/08/11 03:19:22 - mmengine - INFO - Epoch(train) [25][880/1879] lr: 2.0000e-02 eta: 11:42:10 time: 1.3453 data_time: 0.5094 memory: 18413 grad_norm: 3.8076 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.2777 loss: 1.2777 2022/08/11 03:19:43 - mmengine - INFO - Epoch(train) [25][900/1879] lr: 2.0000e-02 eta: 11:41:56 time: 1.0297 data_time: 0.0225 memory: 18413 grad_norm: 3.8605 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.3905 loss: 1.3905 2022/08/11 03:19:46 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 03:20:00 - mmengine - INFO - Epoch(train) [25][920/1879] lr: 2.0000e-02 eta: 11:41:38 time: 0.8522 data_time: 0.0161 memory: 18413 grad_norm: 3.7733 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.3623 loss: 1.3623 2022/08/11 03:20:18 - mmengine - INFO - Epoch(train) [25][940/1879] lr: 2.0000e-02 eta: 11:41:20 time: 0.8945 data_time: 0.0195 memory: 18413 grad_norm: 3.7687 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.3440 loss: 1.3440 2022/08/11 03:20:39 - mmengine - INFO - Epoch(train) [25][960/1879] lr: 2.0000e-02 eta: 11:41:07 time: 1.0652 data_time: 0.0208 memory: 18413 grad_norm: 3.8980 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3559 loss: 1.3559 2022/08/11 03:20:57 - mmengine - INFO - Epoch(train) [25][980/1879] lr: 2.0000e-02 eta: 11:40:49 time: 0.8945 data_time: 0.0186 memory: 18413 grad_norm: 3.8037 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4574 loss: 1.4574 2022/08/11 03:21:17 - mmengine - INFO - Epoch(train) [25][1000/1879] lr: 2.0000e-02 eta: 11:40:35 time: 1.0095 data_time: 0.0278 memory: 18413 grad_norm: 3.7724 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1338 loss: 1.1338 2022/08/11 03:21:36 - mmengine - INFO - Epoch(train) [25][1020/1879] lr: 2.0000e-02 eta: 11:40:18 time: 0.9354 data_time: 0.0166 memory: 18413 grad_norm: 3.8357 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.3314 loss: 1.3314 2022/08/11 03:22:03 - mmengine - INFO - Epoch(train) [25][1040/1879] lr: 2.0000e-02 eta: 11:40:11 time: 1.3700 data_time: 0.0179 memory: 18413 grad_norm: 3.7823 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 1.2623 loss: 1.2623 2022/08/11 03:22:22 - mmengine - INFO - Epoch(train) [25][1060/1879] lr: 2.0000e-02 eta: 11:39:55 time: 0.9479 data_time: 0.0188 memory: 18413 grad_norm: 3.8689 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.3360 loss: 1.3360 2022/08/11 03:22:43 - mmengine - INFO - Epoch(train) [25][1080/1879] lr: 2.0000e-02 eta: 11:39:40 time: 1.0206 data_time: 0.0192 memory: 18413 grad_norm: 3.8210 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4004 loss: 1.4004 2022/08/11 03:23:06 - mmengine - INFO - Epoch(train) [25][1100/1879] lr: 2.0000e-02 eta: 11:39:28 time: 1.1473 data_time: 0.0194 memory: 18413 grad_norm: 3.7039 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.6447 loss: 1.6447 2022/08/11 03:23:26 - mmengine - INFO - Epoch(train) [25][1120/1879] lr: 2.0000e-02 eta: 11:39:13 time: 1.0024 data_time: 0.0182 memory: 18413 grad_norm: 3.7146 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.3651 loss: 1.3651 2022/08/11 03:23:43 - mmengine - INFO - Epoch(train) [25][1140/1879] lr: 2.0000e-02 eta: 11:38:55 time: 0.8681 data_time: 0.0290 memory: 18413 grad_norm: 3.8472 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5298 loss: 1.5298 2022/08/11 03:24:09 - mmengine - INFO - Epoch(train) [25][1160/1879] lr: 2.0000e-02 eta: 11:38:46 time: 1.3010 data_time: 0.0184 memory: 18413 grad_norm: 3.7223 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.2374 loss: 1.2374 2022/08/11 03:24:26 - mmengine - INFO - Epoch(train) [25][1180/1879] lr: 2.0000e-02 eta: 11:38:28 time: 0.8577 data_time: 0.0271 memory: 18413 grad_norm: 3.8371 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.4337 loss: 1.4337 2022/08/11 03:24:43 - mmengine - INFO - Epoch(train) [25][1200/1879] lr: 2.0000e-02 eta: 11:38:10 time: 0.8576 data_time: 0.0184 memory: 18413 grad_norm: 3.7928 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3826 loss: 1.3826 2022/08/11 03:25:01 - mmengine - INFO - Epoch(train) [25][1220/1879] lr: 2.0000e-02 eta: 11:37:53 time: 0.8795 data_time: 0.0405 memory: 18413 grad_norm: 3.8174 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4864 loss: 1.4864 2022/08/11 03:25:19 - mmengine - INFO - Epoch(train) [25][1240/1879] lr: 2.0000e-02 eta: 11:37:36 time: 0.9040 data_time: 0.0195 memory: 18413 grad_norm: 3.8137 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.4773 loss: 1.4773 2022/08/11 03:25:40 - mmengine - INFO - Epoch(train) [25][1260/1879] lr: 2.0000e-02 eta: 11:37:21 time: 1.0484 data_time: 0.0292 memory: 18413 grad_norm: 3.8099 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4213 loss: 1.4213 2022/08/11 03:25:57 - mmengine - INFO - Epoch(train) [25][1280/1879] lr: 2.0000e-02 eta: 11:37:03 time: 0.8565 data_time: 0.0186 memory: 18413 grad_norm: 3.7373 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.4536 loss: 1.4536 2022/08/11 03:26:14 - mmengine - INFO - Epoch(train) [25][1300/1879] lr: 2.0000e-02 eta: 11:36:45 time: 0.8545 data_time: 0.0168 memory: 18413 grad_norm: 3.7648 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4773 loss: 1.4773 2022/08/11 03:26:34 - mmengine - INFO - Epoch(train) [25][1320/1879] lr: 2.0000e-02 eta: 11:36:29 time: 0.9611 data_time: 0.0196 memory: 18413 grad_norm: 3.7532 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3540 loss: 1.3540 2022/08/11 03:26:54 - mmengine - INFO - Epoch(train) [25][1340/1879] lr: 2.0000e-02 eta: 11:36:15 time: 1.0380 data_time: 0.0177 memory: 18413 grad_norm: 3.8174 top1_acc: 0.5625 top5_acc: 1.0000 loss_cls: 1.4004 loss: 1.4004 2022/08/11 03:27:11 - mmengine - INFO - Epoch(train) [25][1360/1879] lr: 2.0000e-02 eta: 11:35:57 time: 0.8556 data_time: 0.0186 memory: 18413 grad_norm: 3.8012 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.4432 loss: 1.4432 2022/08/11 03:27:30 - mmengine - INFO - Epoch(train) [25][1380/1879] lr: 2.0000e-02 eta: 11:35:41 time: 0.9445 data_time: 0.0165 memory: 18413 grad_norm: 3.8155 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5971 loss: 1.5971 2022/08/11 03:27:51 - mmengine - INFO - Epoch(train) [25][1400/1879] lr: 2.0000e-02 eta: 11:35:27 time: 1.0538 data_time: 0.0181 memory: 18413 grad_norm: 3.6904 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3314 loss: 1.3314 2022/08/11 03:28:11 - mmengine - INFO - Epoch(train) [25][1420/1879] lr: 2.0000e-02 eta: 11:35:12 time: 0.9955 data_time: 0.0182 memory: 18413 grad_norm: 3.7997 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.3984 loss: 1.3984 2022/08/11 03:28:29 - mmengine - INFO - Epoch(train) [25][1440/1879] lr: 2.0000e-02 eta: 11:34:53 time: 0.8559 data_time: 0.0205 memory: 18413 grad_norm: 3.6907 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.3467 loss: 1.3467 2022/08/11 03:28:46 - mmengine - INFO - Epoch(train) [25][1460/1879] lr: 2.0000e-02 eta: 11:34:36 time: 0.8777 data_time: 0.0182 memory: 18413 grad_norm: 3.7519 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4412 loss: 1.4412 2022/08/11 03:29:04 - mmengine - INFO - Epoch(train) [25][1480/1879] lr: 2.0000e-02 eta: 11:34:18 time: 0.8826 data_time: 0.0293 memory: 18413 grad_norm: 3.8270 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.3992 loss: 1.3992 2022/08/11 03:29:22 - mmengine - INFO - Epoch(train) [25][1500/1879] lr: 2.0000e-02 eta: 11:34:01 time: 0.9088 data_time: 0.0236 memory: 18413 grad_norm: 3.9112 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.5123 loss: 1.5123 2022/08/11 03:29:42 - mmengine - INFO - Epoch(train) [25][1520/1879] lr: 2.0000e-02 eta: 11:33:46 time: 0.9979 data_time: 0.0171 memory: 18413 grad_norm: 3.8729 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 1.4521 loss: 1.4521 2022/08/11 03:29:59 - mmengine - INFO - Epoch(train) [25][1540/1879] lr: 2.0000e-02 eta: 11:33:28 time: 0.8725 data_time: 0.0190 memory: 18413 grad_norm: 3.8124 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3167 loss: 1.3167 2022/08/11 03:30:20 - mmengine - INFO - Epoch(train) [25][1560/1879] lr: 2.0000e-02 eta: 11:33:14 time: 1.0378 data_time: 0.0201 memory: 18413 grad_norm: 3.8220 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5357 loss: 1.5357 2022/08/11 03:30:38 - mmengine - INFO - Epoch(train) [25][1580/1879] lr: 2.0000e-02 eta: 11:32:57 time: 0.9040 data_time: 0.0198 memory: 18413 grad_norm: 3.7443 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2092 loss: 1.2092 2022/08/11 03:31:00 - mmengine - INFO - Epoch(train) [25][1600/1879] lr: 2.0000e-02 eta: 11:32:43 time: 1.0788 data_time: 0.0165 memory: 18413 grad_norm: 3.7388 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.4405 loss: 1.4405 2022/08/11 03:31:17 - mmengine - INFO - Epoch(train) [25][1620/1879] lr: 2.0000e-02 eta: 11:32:26 time: 0.8698 data_time: 0.0189 memory: 18413 grad_norm: 3.7894 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6402 loss: 1.6402 2022/08/11 03:31:40 - mmengine - INFO - Epoch(train) [25][1640/1879] lr: 2.0000e-02 eta: 11:32:14 time: 1.1549 data_time: 0.3191 memory: 18413 grad_norm: 3.8354 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.2788 loss: 1.2788 2022/08/11 03:32:00 - mmengine - INFO - Epoch(train) [25][1660/1879] lr: 2.0000e-02 eta: 11:31:58 time: 0.9878 data_time: 0.1489 memory: 18413 grad_norm: 3.7918 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.3327 loss: 1.3327 2022/08/11 03:32:18 - mmengine - INFO - Epoch(train) [25][1680/1879] lr: 2.0000e-02 eta: 11:31:41 time: 0.8880 data_time: 0.0432 memory: 18413 grad_norm: 3.7406 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6139 loss: 1.6139 2022/08/11 03:32:36 - mmengine - INFO - Epoch(train) [25][1700/1879] lr: 2.0000e-02 eta: 11:31:24 time: 0.9223 data_time: 0.0838 memory: 18413 grad_norm: 3.9342 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.4306 loss: 1.4306 2022/08/11 03:32:56 - mmengine - INFO - Epoch(train) [25][1720/1879] lr: 2.0000e-02 eta: 11:31:09 time: 1.0039 data_time: 0.0165 memory: 18413 grad_norm: 3.8157 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.4916 loss: 1.4916 2022/08/11 03:33:14 - mmengine - INFO - Epoch(train) [25][1740/1879] lr: 2.0000e-02 eta: 11:30:51 time: 0.8699 data_time: 0.0192 memory: 18413 grad_norm: 3.7798 top1_acc: 0.5625 top5_acc: 1.0000 loss_cls: 1.3911 loss: 1.3911 2022/08/11 03:33:35 - mmengine - INFO - Epoch(train) [25][1760/1879] lr: 2.0000e-02 eta: 11:30:37 time: 1.0717 data_time: 0.0199 memory: 18413 grad_norm: 3.8015 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.4870 loss: 1.4870 2022/08/11 03:33:58 - mmengine - INFO - Epoch(train) [25][1780/1879] lr: 2.0000e-02 eta: 11:30:25 time: 1.1232 data_time: 0.2884 memory: 18413 grad_norm: 3.7474 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.6053 loss: 1.6053 2022/08/11 03:34:15 - mmengine - INFO - Epoch(train) [25][1800/1879] lr: 2.0000e-02 eta: 11:30:06 time: 0.8489 data_time: 0.0138 memory: 18413 grad_norm: 3.7798 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3322 loss: 1.3322 2022/08/11 03:34:32 - mmengine - INFO - Epoch(train) [25][1820/1879] lr: 2.0000e-02 eta: 11:29:48 time: 0.8507 data_time: 0.0183 memory: 18413 grad_norm: 3.8461 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2799 loss: 1.2799 2022/08/11 03:34:50 - mmengine - INFO - Epoch(train) [25][1840/1879] lr: 2.0000e-02 eta: 11:29:31 time: 0.9179 data_time: 0.0179 memory: 18413 grad_norm: 3.7521 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5092 loss: 1.5092 2022/08/11 03:35:15 - mmengine - INFO - Epoch(train) [25][1860/1879] lr: 2.0000e-02 eta: 11:29:21 time: 1.2417 data_time: 0.0186 memory: 18413 grad_norm: 3.8204 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.5677 loss: 1.5677 2022/08/11 03:35:30 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 03:35:30 - mmengine - INFO - Epoch(train) [25][1879/1879] lr: 2.0000e-02 eta: 11:29:21 time: 0.8189 data_time: 0.0170 memory: 18413 grad_norm: 3.8789 top1_acc: 0.5714 top5_acc: 0.5714 loss_cls: 1.5978 loss: 1.5978 2022/08/11 03:35:46 - mmengine - INFO - Epoch(val) [25][20/155] eta: 0:01:42 time: 0.7626 data_time: 0.5239 memory: 2590 2022/08/11 03:35:53 - mmengine - INFO - Epoch(val) [25][40/155] eta: 0:00:42 time: 0.3659 data_time: 0.1312 memory: 2590 2022/08/11 03:36:03 - mmengine - INFO - Epoch(val) [25][60/155] eta: 0:00:45 time: 0.4779 data_time: 0.2305 memory: 2590 2022/08/11 03:36:10 - mmengine - INFO - Epoch(val) [25][80/155] eta: 0:00:26 time: 0.3567 data_time: 0.1218 memory: 2590 2022/08/11 03:36:19 - mmengine - INFO - Epoch(val) [25][100/155] eta: 0:00:24 time: 0.4383 data_time: 0.2044 memory: 2590 2022/08/11 03:36:28 - mmengine - INFO - Epoch(val) [25][120/155] eta: 0:00:16 time: 0.4770 data_time: 0.2416 memory: 2590 2022/08/11 03:36:42 - mmengine - INFO - Epoch(val) [25][140/155] eta: 0:00:10 time: 0.6892 data_time: 0.4553 memory: 2590 2022/08/11 03:37:39 - mmengine - INFO - Epoch(val) [25][155/155] acc/top1: 0.6388 acc/top5: 0.8609 acc/mean1: 0.6387 2022/08/11 03:38:02 - mmengine - INFO - Epoch(train) [26][20/1879] lr: 2.0000e-03 eta: 11:28:36 time: 1.1622 data_time: 0.2526 memory: 18413 grad_norm: 3.6650 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.2101 loss: 1.2101 2022/08/11 03:38:07 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 03:38:19 - mmengine - INFO - Epoch(train) [26][40/1879] lr: 2.0000e-03 eta: 11:28:18 time: 0.8541 data_time: 0.0142 memory: 18413 grad_norm: 3.4449 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.1601 loss: 1.1601 2022/08/11 03:38:40 - mmengine - INFO - Epoch(train) [26][60/1879] lr: 2.0000e-03 eta: 11:28:03 time: 1.0231 data_time: 0.0802 memory: 18413 grad_norm: 3.4426 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.2989 loss: 1.2989 2022/08/11 03:38:57 - mmengine - INFO - Epoch(train) [26][80/1879] lr: 2.0000e-03 eta: 11:27:45 time: 0.8534 data_time: 0.0219 memory: 18413 grad_norm: 3.4055 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.1488 loss: 1.1488 2022/08/11 03:39:14 - mmengine - INFO - Epoch(train) [26][100/1879] lr: 2.0000e-03 eta: 11:27:27 time: 0.8536 data_time: 0.0170 memory: 18413 grad_norm: 3.4585 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.2336 loss: 1.2336 2022/08/11 03:39:31 - mmengine - INFO - Epoch(train) [26][120/1879] lr: 2.0000e-03 eta: 11:27:08 time: 0.8556 data_time: 0.0167 memory: 18413 grad_norm: 3.3088 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2523 loss: 1.2523 2022/08/11 03:39:48 - mmengine - INFO - Epoch(train) [26][140/1879] lr: 2.0000e-03 eta: 11:26:50 time: 0.8511 data_time: 0.0210 memory: 18413 grad_norm: 3.4090 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1527 loss: 1.1527 2022/08/11 03:40:05 - mmengine - INFO - Epoch(train) [26][160/1879] lr: 2.0000e-03 eta: 11:26:32 time: 0.8489 data_time: 0.0175 memory: 18413 grad_norm: 3.4214 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.2237 loss: 1.2237 2022/08/11 03:40:24 - mmengine - INFO - Epoch(train) [26][180/1879] lr: 2.0000e-03 eta: 11:26:16 time: 0.9385 data_time: 0.1042 memory: 18413 grad_norm: 3.3984 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.0925 loss: 1.0925 2022/08/11 03:40:42 - mmengine - INFO - Epoch(train) [26][200/1879] lr: 2.0000e-03 eta: 11:25:59 time: 0.9100 data_time: 0.0177 memory: 18413 grad_norm: 3.5317 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.1852 loss: 1.1852 2022/08/11 03:41:01 - mmengine - INFO - Epoch(train) [26][220/1879] lr: 2.0000e-03 eta: 11:25:42 time: 0.9151 data_time: 0.0178 memory: 18413 grad_norm: 3.4195 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.1172 loss: 1.1172 2022/08/11 03:41:18 - mmengine - INFO - Epoch(train) [26][240/1879] lr: 2.0000e-03 eta: 11:25:24 time: 0.8539 data_time: 0.0181 memory: 18413 grad_norm: 3.5447 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1760 loss: 1.1760 2022/08/11 03:41:35 - mmengine - INFO - Epoch(train) [26][260/1879] lr: 2.0000e-03 eta: 11:25:05 time: 0.8512 data_time: 0.0190 memory: 18413 grad_norm: 3.4229 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.2036 loss: 1.2036 2022/08/11 03:41:53 - mmengine - INFO - Epoch(train) [26][280/1879] lr: 2.0000e-03 eta: 11:24:49 time: 0.9426 data_time: 0.0184 memory: 18413 grad_norm: 3.4555 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.1850 loss: 1.1850 2022/08/11 03:42:11 - mmengine - INFO - Epoch(train) [26][300/1879] lr: 2.0000e-03 eta: 11:24:31 time: 0.8512 data_time: 0.0185 memory: 18413 grad_norm: 3.4304 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0943 loss: 1.0943 2022/08/11 03:42:27 - mmengine - INFO - Epoch(train) [26][320/1879] lr: 2.0000e-03 eta: 11:24:13 time: 0.8473 data_time: 0.0184 memory: 18413 grad_norm: 3.4767 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.2275 loss: 1.2275 2022/08/11 03:42:45 - mmengine - INFO - Epoch(train) [26][340/1879] lr: 2.0000e-03 eta: 11:23:55 time: 0.8528 data_time: 0.0200 memory: 18413 grad_norm: 3.5629 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.0511 loss: 1.0511 2022/08/11 03:43:01 - mmengine - INFO - Epoch(train) [26][360/1879] lr: 2.0000e-03 eta: 11:23:36 time: 0.8476 data_time: 0.0176 memory: 18413 grad_norm: 3.4148 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1034 loss: 1.1034 2022/08/11 03:43:18 - mmengine - INFO - Epoch(train) [26][380/1879] lr: 2.0000e-03 eta: 11:23:18 time: 0.8485 data_time: 0.0191 memory: 18413 grad_norm: 3.4894 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.0640 loss: 1.0640 2022/08/11 03:43:35 - mmengine - INFO - Epoch(train) [26][400/1879] lr: 2.0000e-03 eta: 11:23:00 time: 0.8485 data_time: 0.0175 memory: 18413 grad_norm: 3.4793 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.0828 loss: 1.0828 2022/08/11 03:43:52 - mmengine - INFO - Epoch(train) [26][420/1879] lr: 2.0000e-03 eta: 11:22:42 time: 0.8492 data_time: 0.0186 memory: 18413 grad_norm: 3.3680 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1142 loss: 1.1142 2022/08/11 03:44:09 - mmengine - INFO - Epoch(train) [26][440/1879] lr: 2.0000e-03 eta: 11:22:24 time: 0.8514 data_time: 0.0188 memory: 18413 grad_norm: 3.5213 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.1764 loss: 1.1764 2022/08/11 03:44:27 - mmengine - INFO - Epoch(train) [26][460/1879] lr: 2.0000e-03 eta: 11:22:05 time: 0.8540 data_time: 0.0263 memory: 18413 grad_norm: 3.4029 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 1.0492 loss: 1.0492 2022/08/11 03:44:44 - mmengine - INFO - Epoch(train) [26][480/1879] lr: 2.0000e-03 eta: 11:21:47 time: 0.8506 data_time: 0.0178 memory: 18413 grad_norm: 3.4306 top1_acc: 0.4375 top5_acc: 0.9375 loss_cls: 1.0041 loss: 1.0041 2022/08/11 03:45:01 - mmengine - INFO - Epoch(train) [26][500/1879] lr: 2.0000e-03 eta: 11:21:29 time: 0.8540 data_time: 0.0207 memory: 18413 grad_norm: 3.4192 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.1243 loss: 1.1243 2022/08/11 03:45:18 - mmengine - INFO - Epoch(train) [26][520/1879] lr: 2.0000e-03 eta: 11:21:11 time: 0.8541 data_time: 0.0175 memory: 18413 grad_norm: 3.4035 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2150 loss: 1.2150 2022/08/11 03:45:35 - mmengine - INFO - Epoch(train) [26][540/1879] lr: 2.0000e-03 eta: 11:20:53 time: 0.8517 data_time: 0.0183 memory: 18413 grad_norm: 3.4748 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.1891 loss: 1.1891 2022/08/11 03:45:52 - mmengine - INFO - Epoch(train) [26][560/1879] lr: 2.0000e-03 eta: 11:20:35 time: 0.8532 data_time: 0.0186 memory: 18413 grad_norm: 3.3923 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.1197 loss: 1.1197 2022/08/11 03:46:09 - mmengine - INFO - Epoch(train) [26][580/1879] lr: 2.0000e-03 eta: 11:20:17 time: 0.8501 data_time: 0.0187 memory: 18413 grad_norm: 3.4938 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.0701 loss: 1.0701 2022/08/11 03:46:26 - mmengine - INFO - Epoch(train) [26][600/1879] lr: 2.0000e-03 eta: 11:19:58 time: 0.8501 data_time: 0.0175 memory: 18413 grad_norm: 3.4336 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 1.1712 loss: 1.1712 2022/08/11 03:46:43 - mmengine - INFO - Epoch(train) [26][620/1879] lr: 2.0000e-03 eta: 11:19:40 time: 0.8454 data_time: 0.0196 memory: 18413 grad_norm: 3.3842 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1892 loss: 1.1892 2022/08/11 03:47:00 - mmengine - INFO - Epoch(train) [26][640/1879] lr: 2.0000e-03 eta: 11:19:22 time: 0.8456 data_time: 0.0193 memory: 18413 grad_norm: 3.4241 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9531 loss: 0.9531 2022/08/11 03:47:17 - mmengine - INFO - Epoch(train) [26][660/1879] lr: 2.0000e-03 eta: 11:19:04 time: 0.8486 data_time: 0.0199 memory: 18413 grad_norm: 3.4497 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.0765 loss: 1.0765 2022/08/11 03:47:34 - mmengine - INFO - Epoch(train) [26][680/1879] lr: 2.0000e-03 eta: 11:18:46 time: 0.8482 data_time: 0.0185 memory: 18413 grad_norm: 3.3785 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1598 loss: 1.1598 2022/08/11 03:47:51 - mmengine - INFO - Epoch(train) [26][700/1879] lr: 2.0000e-03 eta: 11:18:28 time: 0.8664 data_time: 0.0178 memory: 18413 grad_norm: 3.4821 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.1410 loss: 1.1410 2022/08/11 03:48:11 - mmengine - INFO - Epoch(train) [26][720/1879] lr: 2.0000e-03 eta: 11:18:12 time: 1.0028 data_time: 0.1670 memory: 18413 grad_norm: 3.5347 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0892 loss: 1.0892 2022/08/11 03:48:28 - mmengine - INFO - Epoch(train) [26][740/1879] lr: 2.0000e-03 eta: 11:17:54 time: 0.8470 data_time: 0.0191 memory: 18413 grad_norm: 3.4070 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9745 loss: 0.9745 2022/08/11 03:48:45 - mmengine - INFO - Epoch(train) [26][760/1879] lr: 2.0000e-03 eta: 11:17:36 time: 0.8460 data_time: 0.0180 memory: 18413 grad_norm: 3.5749 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.2697 loss: 1.2697 2022/08/11 03:49:02 - mmengine - INFO - Epoch(train) [26][780/1879] lr: 2.0000e-03 eta: 11:17:18 time: 0.8518 data_time: 0.0191 memory: 18413 grad_norm: 3.4582 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9881 loss: 0.9881 2022/08/11 03:49:19 - mmengine - INFO - Epoch(train) [26][800/1879] lr: 2.0000e-03 eta: 11:17:00 time: 0.8495 data_time: 0.0164 memory: 18413 grad_norm: 3.5347 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.1400 loss: 1.1400 2022/08/11 03:49:36 - mmengine - INFO - Epoch(train) [26][820/1879] lr: 2.0000e-03 eta: 11:16:42 time: 0.8530 data_time: 0.0179 memory: 18413 grad_norm: 3.4444 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.0656 loss: 1.0656 2022/08/11 03:49:53 - mmengine - INFO - Epoch(train) [26][840/1879] lr: 2.0000e-03 eta: 11:16:24 time: 0.8614 data_time: 0.0198 memory: 18413 grad_norm: 3.4663 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.0149 loss: 1.0149 2022/08/11 03:50:10 - mmengine - INFO - Epoch(train) [26][860/1879] lr: 2.0000e-03 eta: 11:16:06 time: 0.8570 data_time: 0.0187 memory: 18413 grad_norm: 3.4282 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.9558 loss: 0.9558 2022/08/11 03:50:27 - mmengine - INFO - Epoch(train) [26][880/1879] lr: 2.0000e-03 eta: 11:15:48 time: 0.8544 data_time: 0.0188 memory: 18413 grad_norm: 3.4813 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.1459 loss: 1.1459 2022/08/11 03:50:44 - mmengine - INFO - Epoch(train) [26][900/1879] lr: 2.0000e-03 eta: 11:15:29 time: 0.8467 data_time: 0.0192 memory: 18413 grad_norm: 3.6686 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.0693 loss: 1.0693 2022/08/11 03:51:02 - mmengine - INFO - Epoch(train) [26][920/1879] lr: 2.0000e-03 eta: 11:15:11 time: 0.8575 data_time: 0.0172 memory: 18413 grad_norm: 3.4855 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.0753 loss: 1.0753 2022/08/11 03:51:19 - mmengine - INFO - Epoch(train) [26][940/1879] lr: 2.0000e-03 eta: 11:14:53 time: 0.8499 data_time: 0.0198 memory: 18413 grad_norm: 3.4860 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0814 loss: 1.0814 2022/08/11 03:51:36 - mmengine - INFO - Epoch(train) [26][960/1879] lr: 2.0000e-03 eta: 11:14:35 time: 0.8468 data_time: 0.0171 memory: 18413 grad_norm: 3.5240 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.0624 loss: 1.0624 2022/08/11 03:51:52 - mmengine - INFO - Epoch(train) [26][980/1879] lr: 2.0000e-03 eta: 11:14:17 time: 0.8434 data_time: 0.0190 memory: 18413 grad_norm: 3.5012 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.0315 loss: 1.0315 2022/08/11 03:52:09 - mmengine - INFO - Epoch(train) [26][1000/1879] lr: 2.0000e-03 eta: 11:13:58 time: 0.8469 data_time: 0.0197 memory: 18413 grad_norm: 3.4859 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1049 loss: 1.1049 2022/08/11 03:52:26 - mmengine - INFO - Epoch(train) [26][1020/1879] lr: 2.0000e-03 eta: 11:13:40 time: 0.8503 data_time: 0.0179 memory: 18413 grad_norm: 3.4704 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.0349 loss: 1.0349 2022/08/11 03:52:31 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 03:52:43 - mmengine - INFO - Epoch(train) [26][1040/1879] lr: 2.0000e-03 eta: 11:13:22 time: 0.8528 data_time: 0.0179 memory: 18413 grad_norm: 3.5752 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.0679 loss: 1.0679 2022/08/11 03:53:00 - mmengine - INFO - Epoch(train) [26][1060/1879] lr: 2.0000e-03 eta: 11:13:04 time: 0.8481 data_time: 0.0190 memory: 18413 grad_norm: 3.4618 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.1077 loss: 1.1077 2022/08/11 03:53:17 - mmengine - INFO - Epoch(train) [26][1080/1879] lr: 2.0000e-03 eta: 11:12:46 time: 0.8495 data_time: 0.0188 memory: 18413 grad_norm: 3.5338 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.1138 loss: 1.1138 2022/08/11 03:53:35 - mmengine - INFO - Epoch(train) [26][1100/1879] lr: 2.0000e-03 eta: 11:12:28 time: 0.8559 data_time: 0.0188 memory: 18413 grad_norm: 3.5800 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.1145 loss: 1.1145 2022/08/11 03:53:52 - mmengine - INFO - Epoch(train) [26][1120/1879] lr: 2.0000e-03 eta: 11:12:10 time: 0.8561 data_time: 0.0200 memory: 18413 grad_norm: 3.4563 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.9665 loss: 0.9665 2022/08/11 03:54:09 - mmengine - INFO - Epoch(train) [26][1140/1879] lr: 2.0000e-03 eta: 11:11:52 time: 0.8534 data_time: 0.0211 memory: 18413 grad_norm: 3.4091 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.0729 loss: 1.0729 2022/08/11 03:54:26 - mmengine - INFO - Epoch(train) [26][1160/1879] lr: 2.0000e-03 eta: 11:11:34 time: 0.8553 data_time: 0.0164 memory: 18413 grad_norm: 3.4835 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.9905 loss: 0.9905 2022/08/11 03:54:43 - mmengine - INFO - Epoch(train) [26][1180/1879] lr: 2.0000e-03 eta: 11:11:16 time: 0.8657 data_time: 0.0332 memory: 18413 grad_norm: 3.5038 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.9212 loss: 0.9212 2022/08/11 03:55:01 - mmengine - INFO - Epoch(train) [26][1200/1879] lr: 2.0000e-03 eta: 11:10:58 time: 0.8765 data_time: 0.0328 memory: 18413 grad_norm: 3.4999 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.1057 loss: 1.1057 2022/08/11 03:55:18 - mmengine - INFO - Epoch(train) [26][1220/1879] lr: 2.0000e-03 eta: 11:10:40 time: 0.8557 data_time: 0.0223 memory: 18413 grad_norm: 3.6939 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.0846 loss: 1.0846 2022/08/11 03:55:35 - mmengine - INFO - Epoch(train) [26][1240/1879] lr: 2.0000e-03 eta: 11:10:22 time: 0.8621 data_time: 0.0152 memory: 18413 grad_norm: 3.6807 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.1116 loss: 1.1116 2022/08/11 03:55:52 - mmengine - INFO - Epoch(train) [26][1260/1879] lr: 2.0000e-03 eta: 11:10:04 time: 0.8460 data_time: 0.0197 memory: 18413 grad_norm: 3.5416 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.0992 loss: 1.0992 2022/08/11 03:56:09 - mmengine - INFO - Epoch(train) [26][1280/1879] lr: 2.0000e-03 eta: 11:09:46 time: 0.8634 data_time: 0.0184 memory: 18413 grad_norm: 3.6088 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.1217 loss: 1.1217 2022/08/11 03:56:26 - mmengine - INFO - Epoch(train) [26][1300/1879] lr: 2.0000e-03 eta: 11:09:28 time: 0.8458 data_time: 0.0198 memory: 18413 grad_norm: 3.5419 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.1331 loss: 1.1331 2022/08/11 03:56:43 - mmengine - INFO - Epoch(train) [26][1320/1879] lr: 2.0000e-03 eta: 11:09:09 time: 0.8449 data_time: 0.0168 memory: 18413 grad_norm: 3.5759 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1088 loss: 1.1088 2022/08/11 03:57:00 - mmengine - INFO - Epoch(train) [26][1340/1879] lr: 2.0000e-03 eta: 11:08:51 time: 0.8509 data_time: 0.0216 memory: 18413 grad_norm: 3.5557 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1757 loss: 1.1757 2022/08/11 03:57:18 - mmengine - INFO - Epoch(train) [26][1360/1879] lr: 2.0000e-03 eta: 11:08:34 time: 0.9010 data_time: 0.0157 memory: 18413 grad_norm: 3.5512 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9663 loss: 0.9663 2022/08/11 03:57:35 - mmengine - INFO - Epoch(train) [26][1380/1879] lr: 2.0000e-03 eta: 11:08:16 time: 0.8490 data_time: 0.0187 memory: 18413 grad_norm: 3.6281 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.2701 loss: 1.2701 2022/08/11 03:57:53 - mmengine - INFO - Epoch(train) [26][1400/1879] lr: 2.0000e-03 eta: 11:07:59 time: 0.8864 data_time: 0.0473 memory: 18413 grad_norm: 3.4990 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.1224 loss: 1.1224 2022/08/11 03:58:10 - mmengine - INFO - Epoch(train) [26][1420/1879] lr: 2.0000e-03 eta: 11:07:41 time: 0.8625 data_time: 0.0266 memory: 18413 grad_norm: 3.5557 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1554 loss: 1.1554 2022/08/11 03:58:27 - mmengine - INFO - Epoch(train) [26][1440/1879] lr: 2.0000e-03 eta: 11:07:23 time: 0.8615 data_time: 0.0206 memory: 18413 grad_norm: 3.5582 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.0651 loss: 1.0651 2022/08/11 03:58:46 - mmengine - INFO - Epoch(train) [26][1460/1879] lr: 2.0000e-03 eta: 11:07:06 time: 0.9207 data_time: 0.0835 memory: 18413 grad_norm: 3.5802 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9401 loss: 0.9401 2022/08/11 03:59:03 - mmengine - INFO - Epoch(train) [26][1480/1879] lr: 2.0000e-03 eta: 11:06:48 time: 0.8548 data_time: 0.0157 memory: 18413 grad_norm: 3.5741 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8951 loss: 0.8951 2022/08/11 03:59:20 - mmengine - INFO - Epoch(train) [26][1500/1879] lr: 2.0000e-03 eta: 11:06:30 time: 0.8573 data_time: 0.0198 memory: 18413 grad_norm: 3.5447 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0499 loss: 1.0499 2022/08/11 03:59:39 - mmengine - INFO - Epoch(train) [26][1520/1879] lr: 2.0000e-03 eta: 11:06:13 time: 0.9376 data_time: 0.0152 memory: 18413 grad_norm: 3.5879 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.0834 loss: 1.0834 2022/08/11 03:59:56 - mmengine - INFO - Epoch(train) [26][1540/1879] lr: 2.0000e-03 eta: 11:05:55 time: 0.8483 data_time: 0.0196 memory: 18413 grad_norm: 3.6292 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1424 loss: 1.1424 2022/08/11 04:00:13 - mmengine - INFO - Epoch(train) [26][1560/1879] lr: 2.0000e-03 eta: 11:05:37 time: 0.8561 data_time: 0.0178 memory: 18413 grad_norm: 3.6238 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.0688 loss: 1.0688 2022/08/11 04:00:30 - mmengine - INFO - Epoch(train) [26][1580/1879] lr: 2.0000e-03 eta: 11:05:19 time: 0.8459 data_time: 0.0192 memory: 18413 grad_norm: 3.4972 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.9150 loss: 0.9150 2022/08/11 04:00:47 - mmengine - INFO - Epoch(train) [26][1600/1879] lr: 2.0000e-03 eta: 11:05:01 time: 0.8485 data_time: 0.0204 memory: 18413 grad_norm: 3.5808 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.1138 loss: 1.1138 2022/08/11 04:01:04 - mmengine - INFO - Epoch(train) [26][1620/1879] lr: 2.0000e-03 eta: 11:04:43 time: 0.8507 data_time: 0.0175 memory: 18413 grad_norm: 3.5483 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.9986 loss: 0.9986 2022/08/11 04:01:21 - mmengine - INFO - Epoch(train) [26][1640/1879] lr: 2.0000e-03 eta: 11:04:24 time: 0.8468 data_time: 0.0182 memory: 18413 grad_norm: 3.5617 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.9311 loss: 0.9311 2022/08/11 04:01:38 - mmengine - INFO - Epoch(train) [26][1660/1879] lr: 2.0000e-03 eta: 11:04:06 time: 0.8538 data_time: 0.0208 memory: 18413 grad_norm: 3.6381 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.1342 loss: 1.1342 2022/08/11 04:01:55 - mmengine - INFO - Epoch(train) [26][1680/1879] lr: 2.0000e-03 eta: 11:03:48 time: 0.8500 data_time: 0.0175 memory: 18413 grad_norm: 3.7309 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.0544 loss: 1.0544 2022/08/11 04:02:12 - mmengine - INFO - Epoch(train) [26][1700/1879] lr: 2.0000e-03 eta: 11:03:30 time: 0.8497 data_time: 0.0177 memory: 18413 grad_norm: 3.5632 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.0454 loss: 1.0454 2022/08/11 04:02:29 - mmengine - INFO - Epoch(train) [26][1720/1879] lr: 2.0000e-03 eta: 11:03:12 time: 0.8503 data_time: 0.0181 memory: 18413 grad_norm: 3.5700 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.9392 loss: 0.9392 2022/08/11 04:02:46 - mmengine - INFO - Epoch(train) [26][1740/1879] lr: 2.0000e-03 eta: 11:02:54 time: 0.8518 data_time: 0.0205 memory: 18413 grad_norm: 3.4982 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.9861 loss: 0.9861 2022/08/11 04:03:03 - mmengine - INFO - Epoch(train) [26][1760/1879] lr: 2.0000e-03 eta: 11:02:36 time: 0.8554 data_time: 0.0173 memory: 18413 grad_norm: 3.4778 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 0.9932 loss: 0.9932 2022/08/11 04:03:20 - mmengine - INFO - Epoch(train) [26][1780/1879] lr: 2.0000e-03 eta: 11:02:18 time: 0.8531 data_time: 0.0203 memory: 18413 grad_norm: 3.5693 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.0111 loss: 1.0111 2022/08/11 04:03:39 - mmengine - INFO - Epoch(train) [26][1800/1879] lr: 2.0000e-03 eta: 11:02:01 time: 0.9367 data_time: 0.0168 memory: 18413 grad_norm: 3.5705 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.0596 loss: 1.0596 2022/08/11 04:03:56 - mmengine - INFO - Epoch(train) [26][1820/1879] lr: 2.0000e-03 eta: 11:01:43 time: 0.8513 data_time: 0.0171 memory: 18413 grad_norm: 3.6010 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.1214 loss: 1.1214 2022/08/11 04:04:13 - mmengine - INFO - Epoch(train) [26][1840/1879] lr: 2.0000e-03 eta: 11:01:25 time: 0.8707 data_time: 0.0197 memory: 18413 grad_norm: 3.5641 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.0535 loss: 1.0535 2022/08/11 04:04:30 - mmengine - INFO - Epoch(train) [26][1860/1879] lr: 2.0000e-03 eta: 11:01:07 time: 0.8492 data_time: 0.0210 memory: 18413 grad_norm: 3.5648 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.0990 loss: 1.0990 2022/08/11 04:04:46 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 04:04:46 - mmengine - INFO - Epoch(train) [26][1879/1879] lr: 2.0000e-03 eta: 11:01:07 time: 0.8337 data_time: 0.0174 memory: 18413 grad_norm: 3.6859 top1_acc: 0.8571 top5_acc: 1.0000 loss_cls: 1.0973 loss: 1.0973 2022/08/11 04:04:59 - mmengine - INFO - Epoch(val) [26][20/155] eta: 0:01:28 time: 0.6569 data_time: 0.4162 memory: 2590 2022/08/11 04:05:12 - mmengine - INFO - Epoch(val) [26][40/155] eta: 0:01:14 time: 0.6472 data_time: 0.4097 memory: 2590 2022/08/11 04:05:23 - mmengine - INFO - Epoch(val) [26][60/155] eta: 0:00:52 time: 0.5562 data_time: 0.3191 memory: 2590 2022/08/11 04:05:32 - mmengine - INFO - Epoch(val) [26][80/155] eta: 0:00:31 time: 0.4242 data_time: 0.1881 memory: 2590 2022/08/11 04:05:43 - mmengine - INFO - Epoch(val) [26][100/155] eta: 0:00:29 time: 0.5321 data_time: 0.2967 memory: 2590 2022/08/11 04:05:56 - mmengine - INFO - Epoch(val) [26][120/155] eta: 0:00:23 time: 0.6794 data_time: 0.4425 memory: 2590 2022/08/11 04:06:10 - mmengine - INFO - Epoch(val) [26][140/155] eta: 0:00:10 time: 0.7166 data_time: 0.4806 memory: 2590 2022/08/11 04:06:41 - mmengine - INFO - Epoch(val) [26][155/155] acc/top1: 0.7082 acc/top5: 0.8959 acc/mean1: 0.7081 2022/08/11 04:06:41 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_25.pth is removed 2022/08/11 04:06:43 - mmengine - INFO - The best checkpoint with 0.7082 acc/top1 at 27 epoch is saved to best_acc/top1_epoch_27.pth. 2022/08/11 04:07:07 - mmengine - INFO - Epoch(train) [27][20/1879] lr: 2.0000e-03 eta: 11:00:24 time: 1.2098 data_time: 0.3813 memory: 18413 grad_norm: 3.5365 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.9510 loss: 0.9510 2022/08/11 04:07:25 - mmengine - INFO - Epoch(train) [27][40/1879] lr: 2.0000e-03 eta: 11:00:06 time: 0.8767 data_time: 0.0187 memory: 18413 grad_norm: 3.4997 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.9906 loss: 0.9906 2022/08/11 04:07:42 - mmengine - INFO - Epoch(train) [27][60/1879] lr: 2.0000e-03 eta: 10:59:48 time: 0.8540 data_time: 0.0196 memory: 18413 grad_norm: 3.4949 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.0777 loss: 1.0777 2022/08/11 04:07:59 - mmengine - INFO - Epoch(train) [27][80/1879] lr: 2.0000e-03 eta: 10:59:30 time: 0.8498 data_time: 0.0176 memory: 18413 grad_norm: 3.5630 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 1.0866 loss: 1.0866 2022/08/11 04:08:16 - mmengine - INFO - Epoch(train) [27][100/1879] lr: 2.0000e-03 eta: 10:59:12 time: 0.8527 data_time: 0.0177 memory: 18413 grad_norm: 3.5644 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.1099 loss: 1.1099 2022/08/11 04:08:33 - mmengine - INFO - Epoch(train) [27][120/1879] lr: 2.0000e-03 eta: 10:58:54 time: 0.8450 data_time: 0.0204 memory: 18413 grad_norm: 3.5677 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.9296 loss: 0.9296 2022/08/11 04:08:50 - mmengine - INFO - Epoch(train) [27][140/1879] lr: 2.0000e-03 eta: 10:58:36 time: 0.8499 data_time: 0.0204 memory: 18413 grad_norm: 3.4820 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.0494 loss: 1.0494 2022/08/11 04:08:55 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 04:09:07 - mmengine - INFO - Epoch(train) [27][160/1879] lr: 2.0000e-03 eta: 10:58:17 time: 0.8495 data_time: 0.0166 memory: 18413 grad_norm: 3.4657 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.0535 loss: 1.0535 2022/08/11 04:09:24 - mmengine - INFO - Epoch(train) [27][180/1879] lr: 2.0000e-03 eta: 10:57:59 time: 0.8489 data_time: 0.0216 memory: 18413 grad_norm: 3.5577 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.0068 loss: 1.0068 2022/08/11 04:09:41 - mmengine - INFO - Epoch(train) [27][200/1879] lr: 2.0000e-03 eta: 10:57:41 time: 0.8470 data_time: 0.0180 memory: 18413 grad_norm: 3.4662 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.8637 loss: 0.8637 2022/08/11 04:09:58 - mmengine - INFO - Epoch(train) [27][220/1879] lr: 2.0000e-03 eta: 10:57:23 time: 0.8501 data_time: 0.0192 memory: 18413 grad_norm: 3.6028 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.0965 loss: 1.0965 2022/08/11 04:10:15 - mmengine - INFO - Epoch(train) [27][240/1879] lr: 2.0000e-03 eta: 10:57:05 time: 0.8588 data_time: 0.0169 memory: 18413 grad_norm: 3.3992 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 0.8979 loss: 0.8979 2022/08/11 04:10:32 - mmengine - INFO - Epoch(train) [27][260/1879] lr: 2.0000e-03 eta: 10:56:47 time: 0.8584 data_time: 0.0219 memory: 18413 grad_norm: 3.4549 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9241 loss: 0.9241 2022/08/11 04:10:49 - mmengine - INFO - Epoch(train) [27][280/1879] lr: 2.0000e-03 eta: 10:56:29 time: 0.8613 data_time: 0.0197 memory: 18413 grad_norm: 3.5756 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.0058 loss: 1.0058 2022/08/11 04:11:08 - mmengine - INFO - Epoch(train) [27][300/1879] lr: 2.0000e-03 eta: 10:56:13 time: 0.9408 data_time: 0.0190 memory: 18413 grad_norm: 3.5488 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8464 loss: 0.8464 2022/08/11 04:11:25 - mmengine - INFO - Epoch(train) [27][320/1879] lr: 2.0000e-03 eta: 10:55:55 time: 0.8614 data_time: 0.0249 memory: 18413 grad_norm: 3.5086 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.1177 loss: 1.1177 2022/08/11 04:11:43 - mmengine - INFO - Epoch(train) [27][340/1879] lr: 2.0000e-03 eta: 10:55:37 time: 0.8611 data_time: 0.0183 memory: 18413 grad_norm: 3.5957 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9701 loss: 0.9701 2022/08/11 04:12:00 - mmengine - INFO - Epoch(train) [27][360/1879] lr: 2.0000e-03 eta: 10:55:19 time: 0.8633 data_time: 0.0193 memory: 18413 grad_norm: 3.5544 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 0.9615 loss: 0.9615 2022/08/11 04:12:17 - mmengine - INFO - Epoch(train) [27][380/1879] lr: 2.0000e-03 eta: 10:55:01 time: 0.8541 data_time: 0.0190 memory: 18413 grad_norm: 3.5318 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.0874 loss: 1.0874 2022/08/11 04:12:34 - mmengine - INFO - Epoch(train) [27][400/1879] lr: 2.0000e-03 eta: 10:54:43 time: 0.8558 data_time: 0.0174 memory: 18413 grad_norm: 3.5073 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.9989 loss: 0.9989 2022/08/11 04:12:51 - mmengine - INFO - Epoch(train) [27][420/1879] lr: 2.0000e-03 eta: 10:54:25 time: 0.8637 data_time: 0.0245 memory: 18413 grad_norm: 3.6775 top1_acc: 0.5625 top5_acc: 1.0000 loss_cls: 1.0636 loss: 1.0636 2022/08/11 04:13:12 - mmengine - INFO - Epoch(train) [27][440/1879] lr: 2.0000e-03 eta: 10:54:10 time: 1.0155 data_time: 0.0187 memory: 18413 grad_norm: 3.5751 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 1.0215 loss: 1.0215 2022/08/11 04:13:29 - mmengine - INFO - Epoch(train) [27][460/1879] lr: 2.0000e-03 eta: 10:53:52 time: 0.8518 data_time: 0.0174 memory: 18413 grad_norm: 3.6060 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 1.0223 loss: 1.0223 2022/08/11 04:13:46 - mmengine - INFO - Epoch(train) [27][480/1879] lr: 2.0000e-03 eta: 10:53:34 time: 0.8547 data_time: 0.0185 memory: 18413 grad_norm: 3.4886 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8991 loss: 0.8991 2022/08/11 04:14:03 - mmengine - INFO - Epoch(train) [27][500/1879] lr: 2.0000e-03 eta: 10:53:16 time: 0.8490 data_time: 0.0172 memory: 18413 grad_norm: 3.5160 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.0503 loss: 1.0503 2022/08/11 04:14:20 - mmengine - INFO - Epoch(train) [27][520/1879] lr: 2.0000e-03 eta: 10:52:58 time: 0.8529 data_time: 0.0187 memory: 18413 grad_norm: 3.5475 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0346 loss: 1.0346 2022/08/11 04:14:37 - mmengine - INFO - Epoch(train) [27][540/1879] lr: 2.0000e-03 eta: 10:52:40 time: 0.8512 data_time: 0.0190 memory: 18413 grad_norm: 3.6112 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.0123 loss: 1.0123 2022/08/11 04:14:54 - mmengine - INFO - Epoch(train) [27][560/1879] lr: 2.0000e-03 eta: 10:52:22 time: 0.8561 data_time: 0.0192 memory: 18413 grad_norm: 3.6061 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 1.0621 loss: 1.0621 2022/08/11 04:15:11 - mmengine - INFO - Epoch(train) [27][580/1879] lr: 2.0000e-03 eta: 10:52:04 time: 0.8716 data_time: 0.0321 memory: 18413 grad_norm: 3.5080 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9746 loss: 0.9746 2022/08/11 04:15:29 - mmengine - INFO - Epoch(train) [27][600/1879] lr: 2.0000e-03 eta: 10:51:46 time: 0.8552 data_time: 0.0181 memory: 18413 grad_norm: 3.4432 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9389 loss: 0.9389 2022/08/11 04:15:46 - mmengine - INFO - Epoch(train) [27][620/1879] lr: 2.0000e-03 eta: 10:51:28 time: 0.8559 data_time: 0.0198 memory: 18413 grad_norm: 3.4576 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.9106 loss: 0.9106 2022/08/11 04:16:03 - mmengine - INFO - Epoch(train) [27][640/1879] lr: 2.0000e-03 eta: 10:51:10 time: 0.8692 data_time: 0.0177 memory: 18413 grad_norm: 3.5074 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 1.0333 loss: 1.0333 2022/08/11 04:16:20 - mmengine - INFO - Epoch(train) [27][660/1879] lr: 2.0000e-03 eta: 10:50:52 time: 0.8532 data_time: 0.0192 memory: 18413 grad_norm: 3.6611 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1078 loss: 1.1078 2022/08/11 04:16:37 - mmengine - INFO - Epoch(train) [27][680/1879] lr: 2.0000e-03 eta: 10:50:34 time: 0.8521 data_time: 0.0168 memory: 18413 grad_norm: 3.6001 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8687 loss: 0.8687 2022/08/11 04:16:54 - mmengine - INFO - Epoch(train) [27][700/1879] lr: 2.0000e-03 eta: 10:50:16 time: 0.8551 data_time: 0.0184 memory: 18413 grad_norm: 3.6676 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 0.9227 loss: 0.9227 2022/08/11 04:17:11 - mmengine - INFO - Epoch(train) [27][720/1879] lr: 2.0000e-03 eta: 10:49:58 time: 0.8505 data_time: 0.0176 memory: 18413 grad_norm: 3.4661 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8706 loss: 0.8706 2022/08/11 04:17:28 - mmengine - INFO - Epoch(train) [27][740/1879] lr: 2.0000e-03 eta: 10:49:40 time: 0.8524 data_time: 0.0176 memory: 18413 grad_norm: 3.7464 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.0155 loss: 1.0155 2022/08/11 04:17:45 - mmengine - INFO - Epoch(train) [27][760/1879] lr: 2.0000e-03 eta: 10:49:22 time: 0.8541 data_time: 0.0178 memory: 18413 grad_norm: 3.6053 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9847 loss: 0.9847 2022/08/11 04:18:03 - mmengine - INFO - Epoch(train) [27][780/1879] lr: 2.0000e-03 eta: 10:49:04 time: 0.8771 data_time: 0.0200 memory: 18413 grad_norm: 3.5811 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.1632 loss: 1.1632 2022/08/11 04:18:20 - mmengine - INFO - Epoch(train) [27][800/1879] lr: 2.0000e-03 eta: 10:48:46 time: 0.8469 data_time: 0.0189 memory: 18413 grad_norm: 3.6015 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8736 loss: 0.8736 2022/08/11 04:18:37 - mmengine - INFO - Epoch(train) [27][820/1879] lr: 2.0000e-03 eta: 10:48:28 time: 0.8571 data_time: 0.0202 memory: 18413 grad_norm: 3.5402 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9767 loss: 0.9767 2022/08/11 04:18:54 - mmengine - INFO - Epoch(train) [27][840/1879] lr: 2.0000e-03 eta: 10:48:10 time: 0.8552 data_time: 0.0176 memory: 18413 grad_norm: 3.5322 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8276 loss: 0.8276 2022/08/11 04:19:12 - mmengine - INFO - Epoch(train) [27][860/1879] lr: 2.0000e-03 eta: 10:47:53 time: 0.9072 data_time: 0.0208 memory: 18413 grad_norm: 3.6635 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 1.1066 loss: 1.1066 2022/08/11 04:19:34 - mmengine - INFO - Epoch(train) [27][880/1879] lr: 2.0000e-03 eta: 10:47:40 time: 1.0944 data_time: 0.0165 memory: 18413 grad_norm: 3.6485 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.0477 loss: 1.0477 2022/08/11 04:19:51 - mmengine - INFO - Epoch(train) [27][900/1879] lr: 2.0000e-03 eta: 10:47:22 time: 0.8530 data_time: 0.0207 memory: 18413 grad_norm: 3.6673 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9607 loss: 0.9607 2022/08/11 04:20:08 - mmengine - INFO - Epoch(train) [27][920/1879] lr: 2.0000e-03 eta: 10:47:04 time: 0.8546 data_time: 0.0166 memory: 18413 grad_norm: 3.5556 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.1121 loss: 1.1121 2022/08/11 04:20:26 - mmengine - INFO - Epoch(train) [27][940/1879] lr: 2.0000e-03 eta: 10:46:46 time: 0.8537 data_time: 0.0198 memory: 18413 grad_norm: 3.6239 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.1412 loss: 1.1412 2022/08/11 04:20:43 - mmengine - INFO - Epoch(train) [27][960/1879] lr: 2.0000e-03 eta: 10:46:27 time: 0.8540 data_time: 0.0192 memory: 18413 grad_norm: 3.6131 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.8627 loss: 0.8627 2022/08/11 04:20:59 - mmengine - INFO - Epoch(train) [27][980/1879] lr: 2.0000e-03 eta: 10:46:09 time: 0.8445 data_time: 0.0180 memory: 18413 grad_norm: 3.5356 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9267 loss: 0.9267 2022/08/11 04:21:16 - mmengine - INFO - Epoch(train) [27][1000/1879] lr: 2.0000e-03 eta: 10:45:51 time: 0.8488 data_time: 0.0164 memory: 18413 grad_norm: 3.5517 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.0264 loss: 1.0264 2022/08/11 04:21:34 - mmengine - INFO - Epoch(train) [27][1020/1879] lr: 2.0000e-03 eta: 10:45:33 time: 0.8529 data_time: 0.0285 memory: 18413 grad_norm: 3.6815 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.2074 loss: 1.2074 2022/08/11 04:21:50 - mmengine - INFO - Epoch(train) [27][1040/1879] lr: 2.0000e-03 eta: 10:45:15 time: 0.8474 data_time: 0.0175 memory: 18413 grad_norm: 3.6855 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 0.9485 loss: 0.9485 2022/08/11 04:22:08 - mmengine - INFO - Epoch(train) [27][1060/1879] lr: 2.0000e-03 eta: 10:44:57 time: 0.8525 data_time: 0.0188 memory: 18413 grad_norm: 3.6000 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0963 loss: 1.0963 2022/08/11 04:22:25 - mmengine - INFO - Epoch(train) [27][1080/1879] lr: 2.0000e-03 eta: 10:44:39 time: 0.8523 data_time: 0.0179 memory: 18413 grad_norm: 3.5650 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.9326 loss: 0.9326 2022/08/11 04:22:42 - mmengine - INFO - Epoch(train) [27][1100/1879] lr: 2.0000e-03 eta: 10:44:21 time: 0.8554 data_time: 0.0194 memory: 18413 grad_norm: 3.5909 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.0962 loss: 1.0962 2022/08/11 04:22:59 - mmengine - INFO - Epoch(train) [27][1120/1879] lr: 2.0000e-03 eta: 10:44:03 time: 0.8452 data_time: 0.0163 memory: 18413 grad_norm: 3.5549 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.9411 loss: 0.9411 2022/08/11 04:23:16 - mmengine - INFO - Epoch(train) [27][1140/1879] lr: 2.0000e-03 eta: 10:43:45 time: 0.8573 data_time: 0.0215 memory: 18413 grad_norm: 3.5548 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9587 loss: 0.9587 2022/08/11 04:23:21 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 04:23:33 - mmengine - INFO - Epoch(train) [27][1160/1879] lr: 2.0000e-03 eta: 10:43:27 time: 0.8484 data_time: 0.0177 memory: 18413 grad_norm: 3.4988 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.8267 loss: 0.8267 2022/08/11 04:23:50 - mmengine - INFO - Epoch(train) [27][1180/1879] lr: 2.0000e-03 eta: 10:43:09 time: 0.8566 data_time: 0.0209 memory: 18413 grad_norm: 3.5968 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8976 loss: 0.8976 2022/08/11 04:24:07 - mmengine - INFO - Epoch(train) [27][1200/1879] lr: 2.0000e-03 eta: 10:42:51 time: 0.8537 data_time: 0.0167 memory: 18413 grad_norm: 3.5955 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9957 loss: 0.9957 2022/08/11 04:24:24 - mmengine - INFO - Epoch(train) [27][1220/1879] lr: 2.0000e-03 eta: 10:42:33 time: 0.8591 data_time: 0.0178 memory: 18413 grad_norm: 3.6513 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.1362 loss: 1.1362 2022/08/11 04:24:41 - mmengine - INFO - Epoch(train) [27][1240/1879] lr: 2.0000e-03 eta: 10:42:15 time: 0.8461 data_time: 0.0179 memory: 18413 grad_norm: 3.5373 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.9986 loss: 0.9986 2022/08/11 04:24:58 - mmengine - INFO - Epoch(train) [27][1260/1879] lr: 2.0000e-03 eta: 10:41:57 time: 0.8515 data_time: 0.0181 memory: 18413 grad_norm: 3.5806 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9702 loss: 0.9702 2022/08/11 04:25:15 - mmengine - INFO - Epoch(train) [27][1280/1879] lr: 2.0000e-03 eta: 10:41:39 time: 0.8567 data_time: 0.0203 memory: 18413 grad_norm: 3.5434 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9332 loss: 0.9332 2022/08/11 04:25:32 - mmengine - INFO - Epoch(train) [27][1300/1879] lr: 2.0000e-03 eta: 10:41:21 time: 0.8517 data_time: 0.0204 memory: 18413 grad_norm: 3.5685 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.0081 loss: 1.0081 2022/08/11 04:25:49 - mmengine - INFO - Epoch(train) [27][1320/1879] lr: 2.0000e-03 eta: 10:41:03 time: 0.8493 data_time: 0.0178 memory: 18413 grad_norm: 3.5904 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 0.9973 loss: 0.9973 2022/08/11 04:26:06 - mmengine - INFO - Epoch(train) [27][1340/1879] lr: 2.0000e-03 eta: 10:40:44 time: 0.8495 data_time: 0.0204 memory: 18413 grad_norm: 3.5324 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.9919 loss: 0.9919 2022/08/11 04:26:23 - mmengine - INFO - Epoch(train) [27][1360/1879] lr: 2.0000e-03 eta: 10:40:26 time: 0.8428 data_time: 0.0200 memory: 18413 grad_norm: 3.5735 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8755 loss: 0.8755 2022/08/11 04:26:40 - mmengine - INFO - Epoch(train) [27][1380/1879] lr: 2.0000e-03 eta: 10:40:08 time: 0.8496 data_time: 0.0188 memory: 18413 grad_norm: 3.6376 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8840 loss: 0.8840 2022/08/11 04:26:57 - mmengine - INFO - Epoch(train) [27][1400/1879] lr: 2.0000e-03 eta: 10:39:50 time: 0.8442 data_time: 0.0186 memory: 18413 grad_norm: 3.6659 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.0020 loss: 1.0020 2022/08/11 04:27:14 - mmengine - INFO - Epoch(train) [27][1420/1879] lr: 2.0000e-03 eta: 10:39:32 time: 0.8452 data_time: 0.0192 memory: 18413 grad_norm: 3.5012 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.8433 loss: 0.8433 2022/08/11 04:27:31 - mmengine - INFO - Epoch(train) [27][1440/1879] lr: 2.0000e-03 eta: 10:39:14 time: 0.8455 data_time: 0.0200 memory: 18413 grad_norm: 3.6693 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 1.0286 loss: 1.0286 2022/08/11 04:27:48 - mmengine - INFO - Epoch(train) [27][1460/1879] lr: 2.0000e-03 eta: 10:38:56 time: 0.8446 data_time: 0.0181 memory: 18413 grad_norm: 3.4842 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8738 loss: 0.8738 2022/08/11 04:28:05 - mmengine - INFO - Epoch(train) [27][1480/1879] lr: 2.0000e-03 eta: 10:38:38 time: 0.8491 data_time: 0.0190 memory: 18413 grad_norm: 3.6804 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.1119 loss: 1.1119 2022/08/11 04:28:22 - mmengine - INFO - Epoch(train) [27][1500/1879] lr: 2.0000e-03 eta: 10:38:19 time: 0.8456 data_time: 0.0203 memory: 18413 grad_norm: 3.5219 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.0045 loss: 1.0045 2022/08/11 04:28:39 - mmengine - INFO - Epoch(train) [27][1520/1879] lr: 2.0000e-03 eta: 10:38:01 time: 0.8499 data_time: 0.0158 memory: 18413 grad_norm: 3.7122 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.0937 loss: 1.0937 2022/08/11 04:28:56 - mmengine - INFO - Epoch(train) [27][1540/1879] lr: 2.0000e-03 eta: 10:37:43 time: 0.8455 data_time: 0.0197 memory: 18413 grad_norm: 3.6487 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.0565 loss: 1.0565 2022/08/11 04:29:12 - mmengine - INFO - Epoch(train) [27][1560/1879] lr: 2.0000e-03 eta: 10:37:25 time: 0.8437 data_time: 0.0179 memory: 18413 grad_norm: 3.5757 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.9646 loss: 0.9646 2022/08/11 04:29:29 - mmengine - INFO - Epoch(train) [27][1580/1879] lr: 2.0000e-03 eta: 10:37:07 time: 0.8432 data_time: 0.0184 memory: 18413 grad_norm: 3.6682 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9189 loss: 0.9189 2022/08/11 04:29:46 - mmengine - INFO - Epoch(train) [27][1600/1879] lr: 2.0000e-03 eta: 10:36:49 time: 0.8408 data_time: 0.0192 memory: 18413 grad_norm: 3.6266 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.0062 loss: 1.0062 2022/08/11 04:30:03 - mmengine - INFO - Epoch(train) [27][1620/1879] lr: 2.0000e-03 eta: 10:36:30 time: 0.8450 data_time: 0.0200 memory: 18413 grad_norm: 3.6636 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.8305 loss: 0.8305 2022/08/11 04:30:21 - mmengine - INFO - Epoch(train) [27][1640/1879] lr: 2.0000e-03 eta: 10:36:13 time: 0.8764 data_time: 0.0406 memory: 18413 grad_norm: 3.7805 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.9966 loss: 0.9966 2022/08/11 04:30:38 - mmengine - INFO - Epoch(train) [27][1660/1879] lr: 2.0000e-03 eta: 10:35:55 time: 0.8569 data_time: 0.0209 memory: 18413 grad_norm: 3.6350 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.0212 loss: 1.0212 2022/08/11 04:30:55 - mmengine - INFO - Epoch(train) [27][1680/1879] lr: 2.0000e-03 eta: 10:35:37 time: 0.8455 data_time: 0.0188 memory: 18413 grad_norm: 3.6380 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.1536 loss: 1.1536 2022/08/11 04:31:12 - mmengine - INFO - Epoch(train) [27][1700/1879] lr: 2.0000e-03 eta: 10:35:19 time: 0.8503 data_time: 0.0207 memory: 18413 grad_norm: 3.5654 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8937 loss: 0.8937 2022/08/11 04:31:29 - mmengine - INFO - Epoch(train) [27][1720/1879] lr: 2.0000e-03 eta: 10:35:01 time: 0.8478 data_time: 0.0171 memory: 18413 grad_norm: 3.4729 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1793 loss: 1.1793 2022/08/11 04:31:46 - mmengine - INFO - Epoch(train) [27][1740/1879] lr: 2.0000e-03 eta: 10:34:43 time: 0.8518 data_time: 0.0210 memory: 18413 grad_norm: 3.5651 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8200 loss: 0.8200 2022/08/11 04:32:03 - mmengine - INFO - Epoch(train) [27][1760/1879] lr: 2.0000e-03 eta: 10:34:25 time: 0.8520 data_time: 0.0165 memory: 18413 grad_norm: 3.7440 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1767 loss: 1.1767 2022/08/11 04:32:20 - mmengine - INFO - Epoch(train) [27][1780/1879] lr: 2.0000e-03 eta: 10:34:06 time: 0.8477 data_time: 0.0192 memory: 18413 grad_norm: 3.6081 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 0.9941 loss: 0.9941 2022/08/11 04:32:37 - mmengine - INFO - Epoch(train) [27][1800/1879] lr: 2.0000e-03 eta: 10:33:48 time: 0.8531 data_time: 0.0183 memory: 18413 grad_norm: 3.5734 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9257 loss: 0.9257 2022/08/11 04:32:54 - mmengine - INFO - Epoch(train) [27][1820/1879] lr: 2.0000e-03 eta: 10:33:30 time: 0.8462 data_time: 0.0183 memory: 18413 grad_norm: 3.7081 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9420 loss: 0.9420 2022/08/11 04:33:11 - mmengine - INFO - Epoch(train) [27][1840/1879] lr: 2.0000e-03 eta: 10:33:12 time: 0.8543 data_time: 0.0190 memory: 18413 grad_norm: 3.6314 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.9353 loss: 0.9353 2022/08/11 04:33:28 - mmengine - INFO - Epoch(train) [27][1860/1879] lr: 2.0000e-03 eta: 10:32:54 time: 0.8567 data_time: 0.0212 memory: 18413 grad_norm: 3.5284 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0136 loss: 1.0136 2022/08/11 04:33:44 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 04:33:44 - mmengine - INFO - Epoch(train) [27][1879/1879] lr: 2.0000e-03 eta: 10:32:54 time: 0.8538 data_time: 0.0177 memory: 18413 grad_norm: 3.7026 top1_acc: 0.5714 top5_acc: 0.7143 loss_cls: 1.1058 loss: 1.1058 2022/08/11 04:33:44 - mmengine - INFO - Saving checkpoint at 27 epochs 2022/08/11 04:33:59 - mmengine - INFO - Epoch(val) [27][20/155] eta: 0:01:29 time: 0.6615 data_time: 0.4225 memory: 2590 2022/08/11 04:34:14 - mmengine - INFO - Epoch(val) [27][40/155] eta: 0:01:25 time: 0.7410 data_time: 0.5048 memory: 2590 2022/08/11 04:34:30 - mmengine - INFO - Epoch(val) [27][60/155] eta: 0:01:13 time: 0.7759 data_time: 0.5404 memory: 2590 2022/08/11 04:34:41 - mmengine - INFO - Epoch(val) [27][80/155] eta: 0:00:40 time: 0.5427 data_time: 0.3071 memory: 2590 2022/08/11 04:34:55 - mmengine - INFO - Epoch(val) [27][100/155] eta: 0:00:40 time: 0.7365 data_time: 0.5020 memory: 2590 2022/08/11 04:35:08 - mmengine - INFO - Epoch(val) [27][120/155] eta: 0:00:22 time: 0.6483 data_time: 0.4137 memory: 2590 2022/08/11 04:35:19 - mmengine - INFO - Epoch(val) [27][140/155] eta: 0:00:07 time: 0.5241 data_time: 0.2913 memory: 2590 2022/08/11 04:35:34 - mmengine - INFO - Epoch(val) [27][155/155] acc/top1: 0.7134 acc/top5: 0.8991 acc/mean1: 0.7132 2022/08/11 04:35:34 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_27.pth is removed 2022/08/11 04:35:35 - mmengine - INFO - The best checkpoint with 0.7134 acc/top1 at 28 epoch is saved to best_acc/top1_epoch_28.pth. 2022/08/11 04:35:57 - mmengine - INFO - Epoch(train) [28][20/1879] lr: 2.0000e-03 eta: 10:32:10 time: 1.1023 data_time: 0.2081 memory: 18413 grad_norm: 3.5452 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8459 loss: 0.8459 2022/08/11 04:36:15 - mmengine - INFO - Epoch(train) [28][40/1879] lr: 2.0000e-03 eta: 10:31:52 time: 0.8744 data_time: 0.0182 memory: 18413 grad_norm: 3.5320 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 0.9843 loss: 0.9843 2022/08/11 04:36:32 - mmengine - INFO - Epoch(train) [28][60/1879] lr: 2.0000e-03 eta: 10:31:34 time: 0.8507 data_time: 0.0196 memory: 18413 grad_norm: 3.5574 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 0.9963 loss: 0.9963 2022/08/11 04:36:49 - mmengine - INFO - Epoch(train) [28][80/1879] lr: 2.0000e-03 eta: 10:31:16 time: 0.8540 data_time: 0.0183 memory: 18413 grad_norm: 3.5855 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.8775 loss: 0.8775 2022/08/11 04:37:06 - mmengine - INFO - Epoch(train) [28][100/1879] lr: 2.0000e-03 eta: 10:30:58 time: 0.8515 data_time: 0.0211 memory: 18413 grad_norm: 3.5423 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.9471 loss: 0.9471 2022/08/11 04:37:23 - mmengine - INFO - Epoch(train) [28][120/1879] lr: 2.0000e-03 eta: 10:30:40 time: 0.8517 data_time: 0.0159 memory: 18413 grad_norm: 3.6628 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.0400 loss: 1.0400 2022/08/11 04:37:40 - mmengine - INFO - Epoch(train) [28][140/1879] lr: 2.0000e-03 eta: 10:30:22 time: 0.8442 data_time: 0.0178 memory: 18413 grad_norm: 3.6712 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9626 loss: 0.9626 2022/08/11 04:37:57 - mmengine - INFO - Epoch(train) [28][160/1879] lr: 2.0000e-03 eta: 10:30:04 time: 0.8571 data_time: 0.0313 memory: 18413 grad_norm: 3.6041 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.0122 loss: 1.0122 2022/08/11 04:38:14 - mmengine - INFO - Epoch(train) [28][180/1879] lr: 2.0000e-03 eta: 10:29:46 time: 0.8531 data_time: 0.0185 memory: 18413 grad_norm: 3.6520 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.9687 loss: 0.9687 2022/08/11 04:38:31 - mmengine - INFO - Epoch(train) [28][200/1879] lr: 2.0000e-03 eta: 10:29:28 time: 0.8439 data_time: 0.0178 memory: 18413 grad_norm: 3.5471 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9133 loss: 0.9133 2022/08/11 04:38:48 - mmengine - INFO - Epoch(train) [28][220/1879] lr: 2.0000e-03 eta: 10:29:10 time: 0.8479 data_time: 0.0194 memory: 18413 grad_norm: 3.6925 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 0.9215 loss: 0.9215 2022/08/11 04:39:05 - mmengine - INFO - Epoch(train) [28][240/1879] lr: 2.0000e-03 eta: 10:28:52 time: 0.8558 data_time: 0.0199 memory: 18413 grad_norm: 3.6159 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.9556 loss: 0.9556 2022/08/11 04:39:22 - mmengine - INFO - Epoch(train) [28][260/1879] lr: 2.0000e-03 eta: 10:28:34 time: 0.8571 data_time: 0.0220 memory: 18413 grad_norm: 3.6531 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.0434 loss: 1.0434 2022/08/11 04:39:28 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 04:39:39 - mmengine - INFO - Epoch(train) [28][280/1879] lr: 2.0000e-03 eta: 10:28:16 time: 0.8539 data_time: 0.0155 memory: 18413 grad_norm: 3.7104 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.0899 loss: 1.0899 2022/08/11 04:39:57 - mmengine - INFO - Epoch(train) [28][300/1879] lr: 2.0000e-03 eta: 10:27:58 time: 0.8615 data_time: 0.0180 memory: 18413 grad_norm: 3.6394 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7690 loss: 0.7690 2022/08/11 04:40:15 - mmengine - INFO - Epoch(train) [28][320/1879] lr: 2.0000e-03 eta: 10:27:41 time: 0.9010 data_time: 0.0205 memory: 18413 grad_norm: 3.5727 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.9084 loss: 0.9084 2022/08/11 04:40:36 - mmengine - INFO - Epoch(train) [28][340/1879] lr: 2.0000e-03 eta: 10:27:27 time: 1.0602 data_time: 0.0258 memory: 18413 grad_norm: 3.6069 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.0795 loss: 1.0795 2022/08/11 04:40:53 - mmengine - INFO - Epoch(train) [28][360/1879] lr: 2.0000e-03 eta: 10:27:09 time: 0.8517 data_time: 0.0163 memory: 18413 grad_norm: 3.6187 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 0.9958 loss: 0.9958 2022/08/11 04:41:10 - mmengine - INFO - Epoch(train) [28][380/1879] lr: 2.0000e-03 eta: 10:26:51 time: 0.8583 data_time: 0.0190 memory: 18413 grad_norm: 3.5861 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.9278 loss: 0.9278 2022/08/11 04:41:29 - mmengine - INFO - Epoch(train) [28][400/1879] lr: 2.0000e-03 eta: 10:26:35 time: 0.9666 data_time: 0.0186 memory: 18413 grad_norm: 3.6460 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.0483 loss: 1.0483 2022/08/11 04:41:46 - mmengine - INFO - Epoch(train) [28][420/1879] lr: 2.0000e-03 eta: 10:26:17 time: 0.8571 data_time: 0.0195 memory: 18413 grad_norm: 3.5227 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9661 loss: 0.9661 2022/08/11 04:42:04 - mmengine - INFO - Epoch(train) [28][440/1879] lr: 2.0000e-03 eta: 10:25:59 time: 0.8516 data_time: 0.0190 memory: 18413 grad_norm: 3.5996 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9963 loss: 0.9963 2022/08/11 04:42:21 - mmengine - INFO - Epoch(train) [28][460/1879] lr: 2.0000e-03 eta: 10:25:41 time: 0.8523 data_time: 0.0206 memory: 18413 grad_norm: 3.6293 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.0777 loss: 1.0777 2022/08/11 04:42:38 - mmengine - INFO - Epoch(train) [28][480/1879] lr: 2.0000e-03 eta: 10:25:23 time: 0.8536 data_time: 0.0149 memory: 18413 grad_norm: 3.5253 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.8467 loss: 0.8467 2022/08/11 04:42:55 - mmengine - INFO - Epoch(train) [28][500/1879] lr: 2.0000e-03 eta: 10:25:05 time: 0.8483 data_time: 0.0194 memory: 18413 grad_norm: 3.6558 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.9696 loss: 0.9696 2022/08/11 04:43:16 - mmengine - INFO - Epoch(train) [28][520/1879] lr: 2.0000e-03 eta: 10:24:50 time: 1.0668 data_time: 0.0178 memory: 18413 grad_norm: 3.7280 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0468 loss: 1.0468 2022/08/11 04:43:33 - mmengine - INFO - Epoch(train) [28][540/1879] lr: 2.0000e-03 eta: 10:24:32 time: 0.8446 data_time: 0.0195 memory: 18413 grad_norm: 3.6515 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 0.9673 loss: 0.9673 2022/08/11 04:43:50 - mmengine - INFO - Epoch(train) [28][560/1879] lr: 2.0000e-03 eta: 10:24:14 time: 0.8592 data_time: 0.0193 memory: 18413 grad_norm: 3.6376 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8756 loss: 0.8756 2022/08/11 04:44:07 - mmengine - INFO - Epoch(train) [28][580/1879] lr: 2.0000e-03 eta: 10:23:56 time: 0.8547 data_time: 0.0175 memory: 18413 grad_norm: 3.5650 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8953 loss: 0.8953 2022/08/11 04:44:24 - mmengine - INFO - Epoch(train) [28][600/1879] lr: 2.0000e-03 eta: 10:23:38 time: 0.8591 data_time: 0.0183 memory: 18413 grad_norm: 3.6263 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0304 loss: 1.0304 2022/08/11 04:44:42 - mmengine - INFO - Epoch(train) [28][620/1879] lr: 2.0000e-03 eta: 10:23:21 time: 0.8601 data_time: 0.0193 memory: 18413 grad_norm: 3.6747 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.8289 loss: 0.8289 2022/08/11 04:44:59 - mmengine - INFO - Epoch(train) [28][640/1879] lr: 2.0000e-03 eta: 10:23:03 time: 0.8595 data_time: 0.0186 memory: 18413 grad_norm: 3.6008 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.8985 loss: 0.8985 2022/08/11 04:45:21 - mmengine - INFO - Epoch(train) [28][660/1879] lr: 2.0000e-03 eta: 10:22:49 time: 1.0971 data_time: 0.0200 memory: 18413 grad_norm: 3.6141 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8470 loss: 0.8470 2022/08/11 04:45:38 - mmengine - INFO - Epoch(train) [28][680/1879] lr: 2.0000e-03 eta: 10:22:31 time: 0.8633 data_time: 0.0265 memory: 18413 grad_norm: 3.6369 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.0796 loss: 1.0796 2022/08/11 04:45:55 - mmengine - INFO - Epoch(train) [28][700/1879] lr: 2.0000e-03 eta: 10:22:13 time: 0.8637 data_time: 0.0289 memory: 18413 grad_norm: 3.6086 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.9436 loss: 0.9436 2022/08/11 04:46:12 - mmengine - INFO - Epoch(train) [28][720/1879] lr: 2.0000e-03 eta: 10:21:55 time: 0.8560 data_time: 0.0152 memory: 18413 grad_norm: 3.5039 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.9195 loss: 0.9195 2022/08/11 04:46:30 - mmengine - INFO - Epoch(train) [28][740/1879] lr: 2.0000e-03 eta: 10:21:37 time: 0.8597 data_time: 0.0219 memory: 18413 grad_norm: 3.6268 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 1.0396 loss: 1.0396 2022/08/11 04:46:47 - mmengine - INFO - Epoch(train) [28][760/1879] lr: 2.0000e-03 eta: 10:21:20 time: 0.8606 data_time: 0.0171 memory: 18413 grad_norm: 3.5934 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9682 loss: 0.9682 2022/08/11 04:47:04 - mmengine - INFO - Epoch(train) [28][780/1879] lr: 2.0000e-03 eta: 10:21:02 time: 0.8559 data_time: 0.0209 memory: 18413 grad_norm: 3.5037 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9740 loss: 0.9740 2022/08/11 04:47:21 - mmengine - INFO - Epoch(train) [28][800/1879] lr: 2.0000e-03 eta: 10:20:44 time: 0.8548 data_time: 0.0167 memory: 18413 grad_norm: 3.4987 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9106 loss: 0.9106 2022/08/11 04:47:39 - mmengine - INFO - Epoch(train) [28][820/1879] lr: 2.0000e-03 eta: 10:20:26 time: 0.8951 data_time: 0.0571 memory: 18413 grad_norm: 3.6237 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.0086 loss: 1.0086 2022/08/11 04:47:56 - mmengine - INFO - Epoch(train) [28][840/1879] lr: 2.0000e-03 eta: 10:20:09 time: 0.8580 data_time: 0.0184 memory: 18413 grad_norm: 3.6086 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8063 loss: 0.8063 2022/08/11 04:48:13 - mmengine - INFO - Epoch(train) [28][860/1879] lr: 2.0000e-03 eta: 10:19:51 time: 0.8503 data_time: 0.0192 memory: 18413 grad_norm: 3.6321 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 0.9831 loss: 0.9831 2022/08/11 04:48:30 - mmengine - INFO - Epoch(train) [28][880/1879] lr: 2.0000e-03 eta: 10:19:32 time: 0.8470 data_time: 0.0185 memory: 18413 grad_norm: 3.6053 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.0145 loss: 1.0145 2022/08/11 04:48:47 - mmengine - INFO - Epoch(train) [28][900/1879] lr: 2.0000e-03 eta: 10:19:14 time: 0.8514 data_time: 0.0193 memory: 18413 grad_norm: 3.5707 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.9937 loss: 0.9937 2022/08/11 04:49:07 - mmengine - INFO - Epoch(train) [28][920/1879] lr: 2.0000e-03 eta: 10:18:59 time: 0.9950 data_time: 0.0178 memory: 18413 grad_norm: 3.6265 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9438 loss: 0.9438 2022/08/11 04:49:30 - mmengine - INFO - Epoch(train) [28][940/1879] lr: 2.0000e-03 eta: 10:18:46 time: 1.1516 data_time: 0.0275 memory: 18413 grad_norm: 3.6491 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 0.9360 loss: 0.9360 2022/08/11 04:49:49 - mmengine - INFO - Epoch(train) [28][960/1879] lr: 2.0000e-03 eta: 10:18:29 time: 0.9286 data_time: 0.0193 memory: 18413 grad_norm: 3.5923 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8712 loss: 0.8712 2022/08/11 04:50:06 - mmengine - INFO - Epoch(train) [28][980/1879] lr: 2.0000e-03 eta: 10:18:11 time: 0.8533 data_time: 0.0190 memory: 18413 grad_norm: 3.5949 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.8942 loss: 0.8942 2022/08/11 04:50:24 - mmengine - INFO - Epoch(train) [28][1000/1879] lr: 2.0000e-03 eta: 10:17:54 time: 0.9201 data_time: 0.0785 memory: 18413 grad_norm: 3.6361 top1_acc: 0.6875 top5_acc: 0.6875 loss_cls: 0.9694 loss: 0.9694 2022/08/11 04:50:41 - mmengine - INFO - Epoch(train) [28][1020/1879] lr: 2.0000e-03 eta: 10:17:36 time: 0.8617 data_time: 0.0194 memory: 18413 grad_norm: 3.5815 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.9471 loss: 0.9471 2022/08/11 04:50:58 - mmengine - INFO - Epoch(train) [28][1040/1879] lr: 2.0000e-03 eta: 10:17:18 time: 0.8499 data_time: 0.0188 memory: 18413 grad_norm: 3.7116 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9685 loss: 0.9685 2022/08/11 04:51:15 - mmengine - INFO - Epoch(train) [28][1060/1879] lr: 2.0000e-03 eta: 10:17:00 time: 0.8543 data_time: 0.0250 memory: 18413 grad_norm: 3.6906 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.9664 loss: 0.9664 2022/08/11 04:51:32 - mmengine - INFO - Epoch(train) [28][1080/1879] lr: 2.0000e-03 eta: 10:16:42 time: 0.8505 data_time: 0.0191 memory: 18413 grad_norm: 3.6285 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.8758 loss: 0.8758 2022/08/11 04:51:49 - mmengine - INFO - Epoch(train) [28][1100/1879] lr: 2.0000e-03 eta: 10:16:24 time: 0.8499 data_time: 0.0191 memory: 18413 grad_norm: 3.6175 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8576 loss: 0.8576 2022/08/11 04:52:06 - mmengine - INFO - Epoch(train) [28][1120/1879] lr: 2.0000e-03 eta: 10:16:06 time: 0.8492 data_time: 0.0198 memory: 18413 grad_norm: 3.7150 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.0912 loss: 1.0912 2022/08/11 04:52:23 - mmengine - INFO - Epoch(train) [28][1140/1879] lr: 2.0000e-03 eta: 10:15:48 time: 0.8487 data_time: 0.0175 memory: 18413 grad_norm: 3.6633 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.9717 loss: 0.9717 2022/08/11 04:52:41 - mmengine - INFO - Epoch(train) [28][1160/1879] lr: 2.0000e-03 eta: 10:15:30 time: 0.8558 data_time: 0.0191 memory: 18413 grad_norm: 3.6717 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.0170 loss: 1.0170 2022/08/11 04:52:58 - mmengine - INFO - Epoch(train) [28][1180/1879] lr: 2.0000e-03 eta: 10:15:12 time: 0.8483 data_time: 0.0199 memory: 18413 grad_norm: 3.5759 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.0251 loss: 1.0251 2022/08/11 04:53:15 - mmengine - INFO - Epoch(train) [28][1200/1879] lr: 2.0000e-03 eta: 10:14:54 time: 0.8533 data_time: 0.0182 memory: 18413 grad_norm: 3.6297 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.8982 loss: 0.8982 2022/08/11 04:53:32 - mmengine - INFO - Epoch(train) [28][1220/1879] lr: 2.0000e-03 eta: 10:14:36 time: 0.8498 data_time: 0.0194 memory: 18413 grad_norm: 3.5918 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9672 loss: 0.9672 2022/08/11 04:53:49 - mmengine - INFO - Epoch(train) [28][1240/1879] lr: 2.0000e-03 eta: 10:14:18 time: 0.8599 data_time: 0.0208 memory: 18413 grad_norm: 3.5945 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.0322 loss: 1.0322 2022/08/11 04:54:06 - mmengine - INFO - Epoch(train) [28][1260/1879] lr: 2.0000e-03 eta: 10:14:00 time: 0.8512 data_time: 0.0180 memory: 18413 grad_norm: 3.5877 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.7759 loss: 0.7759 2022/08/11 04:54:12 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 04:54:23 - mmengine - INFO - Epoch(train) [28][1280/1879] lr: 2.0000e-03 eta: 10:13:42 time: 0.8536 data_time: 0.0193 memory: 18413 grad_norm: 3.6448 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.9495 loss: 0.9495 2022/08/11 04:54:40 - mmengine - INFO - Epoch(train) [28][1300/1879] lr: 2.0000e-03 eta: 10:13:25 time: 0.8671 data_time: 0.0277 memory: 18413 grad_norm: 3.7203 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.9773 loss: 0.9773 2022/08/11 04:54:57 - mmengine - INFO - Epoch(train) [28][1320/1879] lr: 2.0000e-03 eta: 10:13:07 time: 0.8584 data_time: 0.0193 memory: 18413 grad_norm: 3.6399 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8296 loss: 0.8296 2022/08/11 04:55:17 - mmengine - INFO - Epoch(train) [28][1340/1879] lr: 2.0000e-03 eta: 10:12:51 time: 0.9677 data_time: 0.0203 memory: 18413 grad_norm: 3.6534 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 0.9102 loss: 0.9102 2022/08/11 04:55:34 - mmengine - INFO - Epoch(train) [28][1360/1879] lr: 2.0000e-03 eta: 10:12:33 time: 0.8573 data_time: 0.0172 memory: 18413 grad_norm: 3.6710 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.0746 loss: 1.0746 2022/08/11 04:55:52 - mmengine - INFO - Epoch(train) [28][1380/1879] lr: 2.0000e-03 eta: 10:12:16 time: 0.8938 data_time: 0.0616 memory: 18413 grad_norm: 3.6016 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.0049 loss: 1.0049 2022/08/11 04:56:09 - mmengine - INFO - Epoch(train) [28][1400/1879] lr: 2.0000e-03 eta: 10:11:58 time: 0.8683 data_time: 0.0340 memory: 18413 grad_norm: 3.5870 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7913 loss: 0.7913 2022/08/11 04:56:26 - mmengine - INFO - Epoch(train) [28][1420/1879] lr: 2.0000e-03 eta: 10:11:40 time: 0.8591 data_time: 0.0198 memory: 18413 grad_norm: 3.6665 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.0077 loss: 1.0077 2022/08/11 04:56:44 - mmengine - INFO - Epoch(train) [28][1440/1879] lr: 2.0000e-03 eta: 10:11:22 time: 0.8572 data_time: 0.0172 memory: 18413 grad_norm: 3.7730 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 0.9660 loss: 0.9660 2022/08/11 04:57:01 - mmengine - INFO - Epoch(train) [28][1460/1879] lr: 2.0000e-03 eta: 10:11:04 time: 0.8545 data_time: 0.0187 memory: 18413 grad_norm: 3.7026 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1795 loss: 1.1795 2022/08/11 04:57:18 - mmengine - INFO - Epoch(train) [28][1480/1879] lr: 2.0000e-03 eta: 10:10:46 time: 0.8496 data_time: 0.0205 memory: 18413 grad_norm: 3.5758 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8299 loss: 0.8299 2022/08/11 04:57:35 - mmengine - INFO - Epoch(train) [28][1500/1879] lr: 2.0000e-03 eta: 10:10:28 time: 0.8526 data_time: 0.0202 memory: 18413 grad_norm: 3.6014 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9594 loss: 0.9594 2022/08/11 04:57:52 - mmengine - INFO - Epoch(train) [28][1520/1879] lr: 2.0000e-03 eta: 10:10:10 time: 0.8617 data_time: 0.0222 memory: 18413 grad_norm: 3.7128 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.9559 loss: 0.9559 2022/08/11 04:58:09 - mmengine - INFO - Epoch(train) [28][1540/1879] lr: 2.0000e-03 eta: 10:09:52 time: 0.8592 data_time: 0.0185 memory: 18413 grad_norm: 3.6574 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1035 loss: 1.1035 2022/08/11 04:58:26 - mmengine - INFO - Epoch(train) [28][1560/1879] lr: 2.0000e-03 eta: 10:09:35 time: 0.8597 data_time: 0.0158 memory: 18413 grad_norm: 3.7049 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.8988 loss: 0.8988 2022/08/11 04:58:43 - mmengine - INFO - Epoch(train) [28][1580/1879] lr: 2.0000e-03 eta: 10:09:17 time: 0.8553 data_time: 0.0197 memory: 18413 grad_norm: 3.7017 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9537 loss: 0.9537 2022/08/11 04:59:01 - mmengine - INFO - Epoch(train) [28][1600/1879] lr: 2.0000e-03 eta: 10:08:59 time: 0.8574 data_time: 0.0210 memory: 18413 grad_norm: 3.7299 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.9655 loss: 0.9655 2022/08/11 04:59:19 - mmengine - INFO - Epoch(train) [28][1620/1879] lr: 2.0000e-03 eta: 10:08:42 time: 0.9223 data_time: 0.0166 memory: 18413 grad_norm: 3.6794 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.0810 loss: 1.0810 2022/08/11 04:59:36 - mmengine - INFO - Epoch(train) [28][1640/1879] lr: 2.0000e-03 eta: 10:08:24 time: 0.8477 data_time: 0.0184 memory: 18413 grad_norm: 3.7175 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.9002 loss: 0.9002 2022/08/11 04:59:53 - mmengine - INFO - Epoch(train) [28][1660/1879] lr: 2.0000e-03 eta: 10:08:06 time: 0.8586 data_time: 0.0262 memory: 18413 grad_norm: 3.6973 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.9304 loss: 0.9304 2022/08/11 05:00:10 - mmengine - INFO - Epoch(train) [28][1680/1879] lr: 2.0000e-03 eta: 10:07:48 time: 0.8637 data_time: 0.0185 memory: 18413 grad_norm: 3.6563 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.0024 loss: 1.0024 2022/08/11 05:00:31 - mmengine - INFO - Epoch(train) [28][1700/1879] lr: 2.0000e-03 eta: 10:07:33 time: 1.0054 data_time: 0.0207 memory: 18413 grad_norm: 3.6637 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.9257 loss: 0.9257 2022/08/11 05:00:48 - mmengine - INFO - Epoch(train) [28][1720/1879] lr: 2.0000e-03 eta: 10:07:15 time: 0.8567 data_time: 0.0179 memory: 18413 grad_norm: 3.6150 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8896 loss: 0.8896 2022/08/11 05:01:05 - mmengine - INFO - Epoch(train) [28][1740/1879] lr: 2.0000e-03 eta: 10:06:57 time: 0.8463 data_time: 0.0183 memory: 18413 grad_norm: 3.6294 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.9360 loss: 0.9360 2022/08/11 05:01:22 - mmengine - INFO - Epoch(train) [28][1760/1879] lr: 2.0000e-03 eta: 10:06:39 time: 0.8472 data_time: 0.0182 memory: 18413 grad_norm: 3.7207 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9475 loss: 0.9475 2022/08/11 05:01:39 - mmengine - INFO - Epoch(train) [28][1780/1879] lr: 2.0000e-03 eta: 10:06:21 time: 0.8479 data_time: 0.0189 memory: 18413 grad_norm: 3.6112 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.1067 loss: 1.1067 2022/08/11 05:01:56 - mmengine - INFO - Epoch(train) [28][1800/1879] lr: 2.0000e-03 eta: 10:06:03 time: 0.8497 data_time: 0.0195 memory: 18413 grad_norm: 3.7764 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.9262 loss: 0.9262 2022/08/11 05:02:13 - mmengine - INFO - Epoch(train) [28][1820/1879] lr: 2.0000e-03 eta: 10:05:45 time: 0.8469 data_time: 0.0185 memory: 18413 grad_norm: 3.7427 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9525 loss: 0.9525 2022/08/11 05:02:30 - mmengine - INFO - Epoch(train) [28][1840/1879] lr: 2.0000e-03 eta: 10:05:27 time: 0.8517 data_time: 0.0216 memory: 18413 grad_norm: 3.6990 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1072 loss: 1.1072 2022/08/11 05:02:46 - mmengine - INFO - Epoch(train) [28][1860/1879] lr: 2.0000e-03 eta: 10:05:09 time: 0.8473 data_time: 0.0176 memory: 18413 grad_norm: 3.7501 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8533 loss: 0.8533 2022/08/11 05:03:02 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 05:03:02 - mmengine - INFO - Epoch(train) [28][1879/1879] lr: 2.0000e-03 eta: 10:05:09 time: 0.8203 data_time: 0.0157 memory: 18413 grad_norm: 3.7182 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9969 loss: 0.9969 2022/08/11 05:03:22 - mmengine - INFO - Epoch(val) [28][20/155] eta: 0:02:17 time: 1.0170 data_time: 0.7776 memory: 2590 2022/08/11 05:03:31 - mmengine - INFO - Epoch(val) [28][40/155] eta: 0:00:48 time: 0.4190 data_time: 0.1782 memory: 2590 2022/08/11 05:03:45 - mmengine - INFO - Epoch(val) [28][60/155] eta: 0:01:05 time: 0.6879 data_time: 0.4516 memory: 2590 2022/08/11 05:04:00 - mmengine - INFO - Epoch(val) [28][80/155] eta: 0:00:57 time: 0.7611 data_time: 0.5230 memory: 2590 2022/08/11 05:04:12 - mmengine - INFO - Epoch(val) [28][100/155] eta: 0:00:34 time: 0.6263 data_time: 0.3895 memory: 2590 2022/08/11 05:04:21 - mmengine - INFO - Epoch(val) [28][120/155] eta: 0:00:14 time: 0.4261 data_time: 0.1897 memory: 2590 2022/08/11 05:04:33 - mmengine - INFO - Epoch(val) [28][140/155] eta: 0:00:09 time: 0.6239 data_time: 0.3894 memory: 2590 2022/08/11 05:04:45 - mmengine - INFO - Epoch(val) [28][155/155] acc/top1: 0.7140 acc/top5: 0.8999 acc/mean1: 0.7139 2022/08/11 05:04:46 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_28.pth is removed 2022/08/11 05:04:47 - mmengine - INFO - The best checkpoint with 0.7140 acc/top1 at 29 epoch is saved to best_acc/top1_epoch_29.pth. 2022/08/11 05:05:10 - mmengine - INFO - Epoch(train) [29][20/1879] lr: 2.0000e-03 eta: 10:04:25 time: 1.1347 data_time: 0.2955 memory: 18413 grad_norm: 3.6793 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.9052 loss: 0.9052 2022/08/11 05:05:27 - mmengine - INFO - Epoch(train) [29][40/1879] lr: 2.0000e-03 eta: 10:04:07 time: 0.8467 data_time: 0.0206 memory: 18413 grad_norm: 3.6267 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9047 loss: 0.9047 2022/08/11 05:05:44 - mmengine - INFO - Epoch(train) [29][60/1879] lr: 2.0000e-03 eta: 10:03:49 time: 0.8387 data_time: 0.0189 memory: 18413 grad_norm: 3.6203 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.9482 loss: 0.9482 2022/08/11 05:06:01 - mmengine - INFO - Epoch(train) [29][80/1879] lr: 2.0000e-03 eta: 10:03:31 time: 0.8429 data_time: 0.0216 memory: 18413 grad_norm: 3.6028 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.1725 loss: 1.1725 2022/08/11 05:06:17 - mmengine - INFO - Epoch(train) [29][100/1879] lr: 2.0000e-03 eta: 10:03:13 time: 0.8439 data_time: 0.0172 memory: 18413 grad_norm: 3.6042 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7925 loss: 0.7925 2022/08/11 05:06:34 - mmengine - INFO - Epoch(train) [29][120/1879] lr: 2.0000e-03 eta: 10:02:55 time: 0.8487 data_time: 0.0189 memory: 18413 grad_norm: 3.6413 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.9446 loss: 0.9446 2022/08/11 05:06:51 - mmengine - INFO - Epoch(train) [29][140/1879] lr: 2.0000e-03 eta: 10:02:37 time: 0.8482 data_time: 0.0190 memory: 18413 grad_norm: 3.7419 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.0517 loss: 1.0517 2022/08/11 05:07:08 - mmengine - INFO - Epoch(train) [29][160/1879] lr: 2.0000e-03 eta: 10:02:19 time: 0.8494 data_time: 0.0206 memory: 18413 grad_norm: 3.7447 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8942 loss: 0.8942 2022/08/11 05:07:25 - mmengine - INFO - Epoch(train) [29][180/1879] lr: 2.0000e-03 eta: 10:02:01 time: 0.8497 data_time: 0.0178 memory: 18413 grad_norm: 3.6665 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.7948 loss: 0.7948 2022/08/11 05:07:42 - mmengine - INFO - Epoch(train) [29][200/1879] lr: 2.0000e-03 eta: 10:01:43 time: 0.8469 data_time: 0.0179 memory: 18413 grad_norm: 3.6273 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.8080 loss: 0.8080 2022/08/11 05:08:00 - mmengine - INFO - Epoch(train) [29][220/1879] lr: 2.0000e-03 eta: 10:01:25 time: 0.8615 data_time: 0.0218 memory: 18413 grad_norm: 3.6528 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8703 loss: 0.8703 2022/08/11 05:08:17 - mmengine - INFO - Epoch(train) [29][240/1879] lr: 2.0000e-03 eta: 10:01:07 time: 0.8573 data_time: 0.0189 memory: 18413 grad_norm: 3.4984 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 0.9387 loss: 0.9387 2022/08/11 05:08:34 - mmengine - INFO - Epoch(train) [29][260/1879] lr: 2.0000e-03 eta: 10:00:49 time: 0.8461 data_time: 0.0182 memory: 18413 grad_norm: 3.6558 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.9000 loss: 0.9000 2022/08/11 05:08:51 - mmengine - INFO - Epoch(train) [29][280/1879] lr: 2.0000e-03 eta: 10:00:31 time: 0.8477 data_time: 0.0181 memory: 18413 grad_norm: 3.7758 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9704 loss: 0.9704 2022/08/11 05:09:08 - mmengine - INFO - Epoch(train) [29][300/1879] lr: 2.0000e-03 eta: 10:00:13 time: 0.8487 data_time: 0.0203 memory: 18413 grad_norm: 3.6273 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8515 loss: 0.8515 2022/08/11 05:09:25 - mmengine - INFO - Epoch(train) [29][320/1879] lr: 2.0000e-03 eta: 9:59:55 time: 0.8545 data_time: 0.0209 memory: 18413 grad_norm: 3.6217 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 0.8192 loss: 0.8192 2022/08/11 05:09:42 - mmengine - INFO - Epoch(train) [29][340/1879] lr: 2.0000e-03 eta: 9:59:37 time: 0.8470 data_time: 0.0195 memory: 18413 grad_norm: 3.6688 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 0.8430 loss: 0.8430 2022/08/11 05:09:59 - mmengine - INFO - Epoch(train) [29][360/1879] lr: 2.0000e-03 eta: 9:59:19 time: 0.8567 data_time: 0.0168 memory: 18413 grad_norm: 3.6056 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 1.0504 loss: 1.0504 2022/08/11 05:10:16 - mmengine - INFO - Epoch(train) [29][380/1879] lr: 2.0000e-03 eta: 9:59:01 time: 0.8542 data_time: 0.0198 memory: 18413 grad_norm: 3.6943 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8652 loss: 0.8652 2022/08/11 05:10:23 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 05:10:33 - mmengine - INFO - Epoch(train) [29][400/1879] lr: 2.0000e-03 eta: 9:58:44 time: 0.8736 data_time: 0.0225 memory: 18413 grad_norm: 3.5958 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.9829 loss: 0.9829 2022/08/11 05:10:50 - mmengine - INFO - Epoch(train) [29][420/1879] lr: 2.0000e-03 eta: 9:58:26 time: 0.8526 data_time: 0.0193 memory: 18413 grad_norm: 3.6146 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.1330 loss: 1.1330 2022/08/11 05:11:07 - mmengine - INFO - Epoch(train) [29][440/1879] lr: 2.0000e-03 eta: 9:58:08 time: 0.8466 data_time: 0.0189 memory: 18413 grad_norm: 3.6400 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9743 loss: 0.9743 2022/08/11 05:11:24 - mmengine - INFO - Epoch(train) [29][460/1879] lr: 2.0000e-03 eta: 9:57:50 time: 0.8429 data_time: 0.0181 memory: 18413 grad_norm: 3.6633 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8330 loss: 0.8330 2022/08/11 05:11:41 - mmengine - INFO - Epoch(train) [29][480/1879] lr: 2.0000e-03 eta: 9:57:32 time: 0.8432 data_time: 0.0190 memory: 18413 grad_norm: 3.6575 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9199 loss: 0.9199 2022/08/11 05:11:58 - mmengine - INFO - Epoch(train) [29][500/1879] lr: 2.0000e-03 eta: 9:57:14 time: 0.8485 data_time: 0.0199 memory: 18413 grad_norm: 3.6143 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0070 loss: 1.0070 2022/08/11 05:12:15 - mmengine - INFO - Epoch(train) [29][520/1879] lr: 2.0000e-03 eta: 9:56:56 time: 0.8437 data_time: 0.0196 memory: 18413 grad_norm: 3.6688 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.0082 loss: 1.0082 2022/08/11 05:12:32 - mmengine - INFO - Epoch(train) [29][540/1879] lr: 2.0000e-03 eta: 9:56:37 time: 0.8406 data_time: 0.0196 memory: 18413 grad_norm: 3.6726 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8999 loss: 0.8999 2022/08/11 05:12:49 - mmengine - INFO - Epoch(train) [29][560/1879] lr: 2.0000e-03 eta: 9:56:19 time: 0.8426 data_time: 0.0196 memory: 18413 grad_norm: 3.5129 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8667 loss: 0.8667 2022/08/11 05:13:05 - mmengine - INFO - Epoch(train) [29][580/1879] lr: 2.0000e-03 eta: 9:56:01 time: 0.8407 data_time: 0.0187 memory: 18413 grad_norm: 3.7403 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.0532 loss: 1.0532 2022/08/11 05:13:22 - mmengine - INFO - Epoch(train) [29][600/1879] lr: 2.0000e-03 eta: 9:55:43 time: 0.8465 data_time: 0.0184 memory: 18413 grad_norm: 3.6285 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7081 loss: 0.7081 2022/08/11 05:13:39 - mmengine - INFO - Epoch(train) [29][620/1879] lr: 2.0000e-03 eta: 9:55:25 time: 0.8474 data_time: 0.0195 memory: 18413 grad_norm: 3.8085 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 0.9403 loss: 0.9403 2022/08/11 05:13:56 - mmengine - INFO - Epoch(train) [29][640/1879] lr: 2.0000e-03 eta: 9:55:07 time: 0.8414 data_time: 0.0196 memory: 18413 grad_norm: 3.5999 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 0.7843 loss: 0.7843 2022/08/11 05:14:13 - mmengine - INFO - Epoch(train) [29][660/1879] lr: 2.0000e-03 eta: 9:54:49 time: 0.8424 data_time: 0.0194 memory: 18413 grad_norm: 3.7845 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9420 loss: 0.9420 2022/08/11 05:14:30 - mmengine - INFO - Epoch(train) [29][680/1879] lr: 2.0000e-03 eta: 9:54:31 time: 0.8428 data_time: 0.0179 memory: 18413 grad_norm: 3.6581 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9309 loss: 0.9309 2022/08/11 05:14:47 - mmengine - INFO - Epoch(train) [29][700/1879] lr: 2.0000e-03 eta: 9:54:13 time: 0.8438 data_time: 0.0190 memory: 18413 grad_norm: 3.6562 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.9086 loss: 0.9086 2022/08/11 05:15:04 - mmengine - INFO - Epoch(train) [29][720/1879] lr: 2.0000e-03 eta: 9:53:55 time: 0.8401 data_time: 0.0185 memory: 18413 grad_norm: 3.6989 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.8548 loss: 0.8548 2022/08/11 05:15:22 - mmengine - INFO - Epoch(train) [29][740/1879] lr: 2.0000e-03 eta: 9:53:38 time: 0.9134 data_time: 0.0748 memory: 18413 grad_norm: 3.7054 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.0195 loss: 1.0195 2022/08/11 05:15:39 - mmengine - INFO - Epoch(train) [29][760/1879] lr: 2.0000e-03 eta: 9:53:20 time: 0.8458 data_time: 0.0201 memory: 18413 grad_norm: 3.7539 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.9158 loss: 0.9158 2022/08/11 05:15:56 - mmengine - INFO - Epoch(train) [29][780/1879] lr: 2.0000e-03 eta: 9:53:02 time: 0.8488 data_time: 0.0183 memory: 18413 grad_norm: 3.6631 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.0611 loss: 1.0611 2022/08/11 05:16:13 - mmengine - INFO - Epoch(train) [29][800/1879] lr: 2.0000e-03 eta: 9:52:44 time: 0.8541 data_time: 0.0187 memory: 18413 grad_norm: 3.6472 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.9679 loss: 0.9679 2022/08/11 05:16:30 - mmengine - INFO - Epoch(train) [29][820/1879] lr: 2.0000e-03 eta: 9:52:26 time: 0.8462 data_time: 0.0172 memory: 18413 grad_norm: 3.5689 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7998 loss: 0.7998 2022/08/11 05:16:47 - mmengine - INFO - Epoch(train) [29][840/1879] lr: 2.0000e-03 eta: 9:52:08 time: 0.8457 data_time: 0.0188 memory: 18413 grad_norm: 3.5909 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 0.8983 loss: 0.8983 2022/08/11 05:17:04 - mmengine - INFO - Epoch(train) [29][860/1879] lr: 2.0000e-03 eta: 9:51:50 time: 0.8534 data_time: 0.0200 memory: 18413 grad_norm: 3.7437 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0086 loss: 1.0086 2022/08/11 05:17:21 - mmengine - INFO - Epoch(train) [29][880/1879] lr: 2.0000e-03 eta: 9:51:32 time: 0.8529 data_time: 0.0192 memory: 18413 grad_norm: 3.8137 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 0.9095 loss: 0.9095 2022/08/11 05:17:38 - mmengine - INFO - Epoch(train) [29][900/1879] lr: 2.0000e-03 eta: 9:51:14 time: 0.8551 data_time: 0.0186 memory: 18413 grad_norm: 3.7773 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9152 loss: 0.9152 2022/08/11 05:17:55 - mmengine - INFO - Epoch(train) [29][920/1879] lr: 2.0000e-03 eta: 9:50:57 time: 0.8677 data_time: 0.0352 memory: 18413 grad_norm: 3.8103 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.9397 loss: 0.9397 2022/08/11 05:18:12 - mmengine - INFO - Epoch(train) [29][940/1879] lr: 2.0000e-03 eta: 9:50:39 time: 0.8515 data_time: 0.0173 memory: 18413 grad_norm: 3.6121 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8072 loss: 0.8072 2022/08/11 05:18:29 - mmengine - INFO - Epoch(train) [29][960/1879] lr: 2.0000e-03 eta: 9:50:21 time: 0.8546 data_time: 0.0189 memory: 18413 grad_norm: 3.8071 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.0250 loss: 1.0250 2022/08/11 05:18:46 - mmengine - INFO - Epoch(train) [29][980/1879] lr: 2.0000e-03 eta: 9:50:03 time: 0.8553 data_time: 0.0180 memory: 18413 grad_norm: 3.7096 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.9407 loss: 0.9407 2022/08/11 05:19:04 - mmengine - INFO - Epoch(train) [29][1000/1879] lr: 2.0000e-03 eta: 9:49:45 time: 0.8612 data_time: 0.0185 memory: 18413 grad_norm: 3.8065 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.8010 loss: 0.8010 2022/08/11 05:19:21 - mmengine - INFO - Epoch(train) [29][1020/1879] lr: 2.0000e-03 eta: 9:49:27 time: 0.8526 data_time: 0.0191 memory: 18413 grad_norm: 3.6286 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.8914 loss: 0.8914 2022/08/11 05:19:38 - mmengine - INFO - Epoch(train) [29][1040/1879] lr: 2.0000e-03 eta: 9:49:09 time: 0.8518 data_time: 0.0184 memory: 18413 grad_norm: 3.5942 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7364 loss: 0.7364 2022/08/11 05:19:55 - mmengine - INFO - Epoch(train) [29][1060/1879] lr: 2.0000e-03 eta: 9:48:51 time: 0.8554 data_time: 0.0189 memory: 18413 grad_norm: 3.7494 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.0441 loss: 1.0441 2022/08/11 05:20:12 - mmengine - INFO - Epoch(train) [29][1080/1879] lr: 2.0000e-03 eta: 9:48:33 time: 0.8551 data_time: 0.0192 memory: 18413 grad_norm: 3.6355 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.9597 loss: 0.9597 2022/08/11 05:20:29 - mmengine - INFO - Epoch(train) [29][1100/1879] lr: 2.0000e-03 eta: 9:48:15 time: 0.8510 data_time: 0.0178 memory: 18413 grad_norm: 3.7149 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8731 loss: 0.8731 2022/08/11 05:20:46 - mmengine - INFO - Epoch(train) [29][1120/1879] lr: 2.0000e-03 eta: 9:47:57 time: 0.8460 data_time: 0.0188 memory: 18413 grad_norm: 3.7596 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.9371 loss: 0.9371 2022/08/11 05:21:03 - mmengine - INFO - Epoch(train) [29][1140/1879] lr: 2.0000e-03 eta: 9:47:39 time: 0.8465 data_time: 0.0181 memory: 18413 grad_norm: 3.6663 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 0.8550 loss: 0.8550 2022/08/11 05:21:20 - mmengine - INFO - Epoch(train) [29][1160/1879] lr: 2.0000e-03 eta: 9:47:22 time: 0.8521 data_time: 0.0192 memory: 18413 grad_norm: 3.6589 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8907 loss: 0.8907 2022/08/11 05:21:37 - mmengine - INFO - Epoch(train) [29][1180/1879] lr: 2.0000e-03 eta: 9:47:04 time: 0.8465 data_time: 0.0174 memory: 18413 grad_norm: 3.6701 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9886 loss: 0.9886 2022/08/11 05:21:54 - mmengine - INFO - Epoch(train) [29][1200/1879] lr: 2.0000e-03 eta: 9:46:46 time: 0.8502 data_time: 0.0186 memory: 18413 grad_norm: 3.6850 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.9376 loss: 0.9376 2022/08/11 05:22:11 - mmengine - INFO - Epoch(train) [29][1220/1879] lr: 2.0000e-03 eta: 9:46:28 time: 0.8459 data_time: 0.0178 memory: 18413 grad_norm: 3.7045 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9987 loss: 0.9987 2022/08/11 05:22:28 - mmengine - INFO - Epoch(train) [29][1240/1879] lr: 2.0000e-03 eta: 9:46:10 time: 0.8511 data_time: 0.0175 memory: 18413 grad_norm: 3.6623 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.9516 loss: 0.9516 2022/08/11 05:22:45 - mmengine - INFO - Epoch(train) [29][1260/1879] lr: 2.0000e-03 eta: 9:45:52 time: 0.8497 data_time: 0.0201 memory: 18413 grad_norm: 3.7319 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8961 loss: 0.8961 2022/08/11 05:23:02 - mmengine - INFO - Epoch(train) [29][1280/1879] lr: 2.0000e-03 eta: 9:45:34 time: 0.8458 data_time: 0.0184 memory: 18413 grad_norm: 3.5883 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8457 loss: 0.8457 2022/08/11 05:23:19 - mmengine - INFO - Epoch(train) [29][1300/1879] lr: 2.0000e-03 eta: 9:45:16 time: 0.8472 data_time: 0.0197 memory: 18413 grad_norm: 3.7824 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0570 loss: 1.0570 2022/08/11 05:23:36 - mmengine - INFO - Epoch(train) [29][1320/1879] lr: 2.0000e-03 eta: 9:44:58 time: 0.8521 data_time: 0.0171 memory: 18413 grad_norm: 3.5998 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.8720 loss: 0.8720 2022/08/11 05:23:53 - mmengine - INFO - Epoch(train) [29][1340/1879] lr: 2.0000e-03 eta: 9:44:40 time: 0.8574 data_time: 0.0204 memory: 18413 grad_norm: 3.7582 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 0.9784 loss: 0.9784 2022/08/11 05:24:10 - mmengine - INFO - Epoch(train) [29][1360/1879] lr: 2.0000e-03 eta: 9:44:22 time: 0.8517 data_time: 0.0175 memory: 18413 grad_norm: 3.7750 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.1124 loss: 1.1124 2022/08/11 05:24:27 - mmengine - INFO - Epoch(train) [29][1380/1879] lr: 2.0000e-03 eta: 9:44:04 time: 0.8498 data_time: 0.0201 memory: 18413 grad_norm: 3.7271 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0793 loss: 1.0793 2022/08/11 05:24:34 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 05:24:44 - mmengine - INFO - Epoch(train) [29][1400/1879] lr: 2.0000e-03 eta: 9:43:46 time: 0.8474 data_time: 0.0166 memory: 18413 grad_norm: 3.7215 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.0136 loss: 1.0136 2022/08/11 05:25:01 - mmengine - INFO - Epoch(train) [29][1420/1879] lr: 2.0000e-03 eta: 9:43:28 time: 0.8550 data_time: 0.0176 memory: 18413 grad_norm: 3.7813 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.9115 loss: 0.9115 2022/08/11 05:25:18 - mmengine - INFO - Epoch(train) [29][1440/1879] lr: 2.0000e-03 eta: 9:43:10 time: 0.8598 data_time: 0.0197 memory: 18413 grad_norm: 3.6338 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.0909 loss: 1.0909 2022/08/11 05:25:35 - mmengine - INFO - Epoch(train) [29][1460/1879] lr: 2.0000e-03 eta: 9:42:52 time: 0.8456 data_time: 0.0183 memory: 18413 grad_norm: 3.6241 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.9612 loss: 0.9612 2022/08/11 05:25:52 - mmengine - INFO - Epoch(train) [29][1480/1879] lr: 2.0000e-03 eta: 9:42:35 time: 0.8556 data_time: 0.0196 memory: 18413 grad_norm: 3.8205 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9517 loss: 0.9517 2022/08/11 05:26:09 - mmengine - INFO - Epoch(train) [29][1500/1879] lr: 2.0000e-03 eta: 9:42:17 time: 0.8561 data_time: 0.0241 memory: 18413 grad_norm: 3.6782 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.9832 loss: 0.9832 2022/08/11 05:26:26 - mmengine - INFO - Epoch(train) [29][1520/1879] lr: 2.0000e-03 eta: 9:41:59 time: 0.8480 data_time: 0.0184 memory: 18413 grad_norm: 3.6430 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9808 loss: 0.9808 2022/08/11 05:26:43 - mmengine - INFO - Epoch(train) [29][1540/1879] lr: 2.0000e-03 eta: 9:41:41 time: 0.8530 data_time: 0.0181 memory: 18413 grad_norm: 3.6170 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.9367 loss: 0.9367 2022/08/11 05:27:00 - mmengine - INFO - Epoch(train) [29][1560/1879] lr: 2.0000e-03 eta: 9:41:23 time: 0.8490 data_time: 0.0185 memory: 18413 grad_norm: 3.6686 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8500 loss: 0.8500 2022/08/11 05:27:17 - mmengine - INFO - Epoch(train) [29][1580/1879] lr: 2.0000e-03 eta: 9:41:05 time: 0.8462 data_time: 0.0171 memory: 18413 grad_norm: 3.7803 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0720 loss: 1.0720 2022/08/11 05:27:34 - mmengine - INFO - Epoch(train) [29][1600/1879] lr: 2.0000e-03 eta: 9:40:47 time: 0.8541 data_time: 0.0171 memory: 18413 grad_norm: 3.6336 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9393 loss: 0.9393 2022/08/11 05:27:52 - mmengine - INFO - Epoch(train) [29][1620/1879] lr: 2.0000e-03 eta: 9:40:30 time: 0.8752 data_time: 0.0194 memory: 18413 grad_norm: 3.6166 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9153 loss: 0.9153 2022/08/11 05:28:09 - mmengine - INFO - Epoch(train) [29][1640/1879] lr: 2.0000e-03 eta: 9:40:12 time: 0.8518 data_time: 0.0202 memory: 18413 grad_norm: 3.7548 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.1048 loss: 1.1048 2022/08/11 05:28:26 - mmengine - INFO - Epoch(train) [29][1660/1879] lr: 2.0000e-03 eta: 9:39:54 time: 0.8497 data_time: 0.0175 memory: 18413 grad_norm: 3.7115 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9650 loss: 0.9650 2022/08/11 05:28:43 - mmengine - INFO - Epoch(train) [29][1680/1879] lr: 2.0000e-03 eta: 9:39:36 time: 0.8541 data_time: 0.0185 memory: 18413 grad_norm: 3.6830 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.0176 loss: 1.0176 2022/08/11 05:29:00 - mmengine - INFO - Epoch(train) [29][1700/1879] lr: 2.0000e-03 eta: 9:39:18 time: 0.8467 data_time: 0.0188 memory: 18413 grad_norm: 3.8063 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9129 loss: 0.9129 2022/08/11 05:29:17 - mmengine - INFO - Epoch(train) [29][1720/1879] lr: 2.0000e-03 eta: 9:39:00 time: 0.8514 data_time: 0.0195 memory: 18413 grad_norm: 3.7516 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9924 loss: 0.9924 2022/08/11 05:29:34 - mmengine - INFO - Epoch(train) [29][1740/1879] lr: 2.0000e-03 eta: 9:38:42 time: 0.8504 data_time: 0.0177 memory: 18413 grad_norm: 3.6875 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9546 loss: 0.9546 2022/08/11 05:29:51 - mmengine - INFO - Epoch(train) [29][1760/1879] lr: 2.0000e-03 eta: 9:38:24 time: 0.8442 data_time: 0.0195 memory: 18413 grad_norm: 3.6972 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9071 loss: 0.9071 2022/08/11 05:30:08 - mmengine - INFO - Epoch(train) [29][1780/1879] lr: 2.0000e-03 eta: 9:38:06 time: 0.8492 data_time: 0.0196 memory: 18413 grad_norm: 3.7346 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9892 loss: 0.9892 2022/08/11 05:30:25 - mmengine - INFO - Epoch(train) [29][1800/1879] lr: 2.0000e-03 eta: 9:37:48 time: 0.8495 data_time: 0.0212 memory: 18413 grad_norm: 3.7468 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.9267 loss: 0.9267 2022/08/11 05:30:42 - mmengine - INFO - Epoch(train) [29][1820/1879] lr: 2.0000e-03 eta: 9:37:30 time: 0.8419 data_time: 0.0192 memory: 18413 grad_norm: 3.7797 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.8142 loss: 0.8142 2022/08/11 05:30:59 - mmengine - INFO - Epoch(train) [29][1840/1879] lr: 2.0000e-03 eta: 9:37:12 time: 0.8472 data_time: 0.0191 memory: 18413 grad_norm: 3.6731 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8551 loss: 0.8551 2022/08/11 05:31:16 - mmengine - INFO - Epoch(train) [29][1860/1879] lr: 2.0000e-03 eta: 9:36:54 time: 0.8464 data_time: 0.0196 memory: 18413 grad_norm: 3.5546 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.0447 loss: 1.0447 2022/08/11 05:31:31 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 05:31:31 - mmengine - INFO - Epoch(train) [29][1879/1879] lr: 2.0000e-03 eta: 9:36:54 time: 0.8319 data_time: 0.0157 memory: 18413 grad_norm: 3.7819 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 0.8880 loss: 0.8880 2022/08/11 05:31:46 - mmengine - INFO - Epoch(val) [29][20/155] eta: 0:01:35 time: 0.7039 data_time: 0.4649 memory: 2590 2022/08/11 05:32:00 - mmengine - INFO - Epoch(val) [29][40/155] eta: 0:01:23 time: 0.7250 data_time: 0.4874 memory: 2590 2022/08/11 05:32:09 - mmengine - INFO - Epoch(val) [29][60/155] eta: 0:00:39 time: 0.4203 data_time: 0.1795 memory: 2590 2022/08/11 05:32:25 - mmengine - INFO - Epoch(val) [29][80/155] eta: 0:00:59 time: 0.8000 data_time: 0.5647 memory: 2590 2022/08/11 05:32:40 - mmengine - INFO - Epoch(val) [29][100/155] eta: 0:00:42 time: 0.7745 data_time: 0.5389 memory: 2590 2022/08/11 05:32:53 - mmengine - INFO - Epoch(val) [29][120/155] eta: 0:00:22 time: 0.6382 data_time: 0.4008 memory: 2590 2022/08/11 05:33:02 - mmengine - INFO - Epoch(val) [29][140/155] eta: 0:00:06 time: 0.4457 data_time: 0.2078 memory: 2590 2022/08/11 05:33:13 - mmengine - INFO - Epoch(val) [29][155/155] acc/top1: 0.7169 acc/top5: 0.9012 acc/mean1: 0.7168 2022/08/11 05:33:14 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_29.pth is removed 2022/08/11 05:33:15 - mmengine - INFO - The best checkpoint with 0.7169 acc/top1 at 30 epoch is saved to best_acc/top1_epoch_30.pth. 2022/08/11 05:33:37 - mmengine - INFO - Epoch(train) [30][20/1879] lr: 2.0000e-03 eta: 9:36:11 time: 1.0797 data_time: 0.2474 memory: 18413 grad_norm: 3.7085 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8278 loss: 0.8278 2022/08/11 05:33:54 - mmengine - INFO - Epoch(train) [30][40/1879] lr: 2.0000e-03 eta: 9:35:53 time: 0.8481 data_time: 0.0189 memory: 18413 grad_norm: 3.5962 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 0.9970 loss: 0.9970 2022/08/11 05:34:11 - mmengine - INFO - Epoch(train) [30][60/1879] lr: 2.0000e-03 eta: 9:35:35 time: 0.8529 data_time: 0.0184 memory: 18413 grad_norm: 3.7636 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.0603 loss: 1.0603 2022/08/11 05:34:28 - mmengine - INFO - Epoch(train) [30][80/1879] lr: 2.0000e-03 eta: 9:35:17 time: 0.8551 data_time: 0.0192 memory: 18413 grad_norm: 3.6614 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8231 loss: 0.8231 2022/08/11 05:34:45 - mmengine - INFO - Epoch(train) [30][100/1879] lr: 2.0000e-03 eta: 9:34:59 time: 0.8483 data_time: 0.0197 memory: 18413 grad_norm: 3.6686 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.9404 loss: 0.9404 2022/08/11 05:35:02 - mmengine - INFO - Epoch(train) [30][120/1879] lr: 2.0000e-03 eta: 9:34:41 time: 0.8503 data_time: 0.0176 memory: 18413 grad_norm: 3.6559 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8940 loss: 0.8940 2022/08/11 05:35:21 - mmengine - INFO - Epoch(train) [30][140/1879] lr: 2.0000e-03 eta: 9:34:25 time: 0.9279 data_time: 0.1021 memory: 18413 grad_norm: 3.7993 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.8496 loss: 0.8496 2022/08/11 05:35:38 - mmengine - INFO - Epoch(train) [30][160/1879] lr: 2.0000e-03 eta: 9:34:07 time: 0.8548 data_time: 0.0224 memory: 18413 grad_norm: 3.7358 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8217 loss: 0.8217 2022/08/11 05:35:55 - mmengine - INFO - Epoch(train) [30][180/1879] lr: 2.0000e-03 eta: 9:33:49 time: 0.8534 data_time: 0.0164 memory: 18413 grad_norm: 3.7341 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 0.9580 loss: 0.9580 2022/08/11 05:36:12 - mmengine - INFO - Epoch(train) [30][200/1879] lr: 2.0000e-03 eta: 9:33:31 time: 0.8555 data_time: 0.0198 memory: 18413 grad_norm: 3.6166 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 0.8428 loss: 0.8428 2022/08/11 05:36:29 - mmengine - INFO - Epoch(train) [30][220/1879] lr: 2.0000e-03 eta: 9:33:13 time: 0.8588 data_time: 0.0183 memory: 18413 grad_norm: 3.7180 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.9888 loss: 0.9888 2022/08/11 05:36:46 - mmengine - INFO - Epoch(train) [30][240/1879] lr: 2.0000e-03 eta: 9:32:55 time: 0.8563 data_time: 0.0167 memory: 18413 grad_norm: 3.6889 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 0.9616 loss: 0.9616 2022/08/11 05:37:04 - mmengine - INFO - Epoch(train) [30][260/1879] lr: 2.0000e-03 eta: 9:32:38 time: 0.8601 data_time: 0.0197 memory: 18413 grad_norm: 3.6604 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 0.8538 loss: 0.8538 2022/08/11 05:37:21 - mmengine - INFO - Epoch(train) [30][280/1879] lr: 2.0000e-03 eta: 9:32:20 time: 0.8588 data_time: 0.0190 memory: 18413 grad_norm: 3.7029 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.0309 loss: 1.0309 2022/08/11 05:37:38 - mmengine - INFO - Epoch(train) [30][300/1879] lr: 2.0000e-03 eta: 9:32:02 time: 0.8660 data_time: 0.0205 memory: 18413 grad_norm: 3.7493 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 0.9495 loss: 0.9495 2022/08/11 05:37:55 - mmengine - INFO - Epoch(train) [30][320/1879] lr: 2.0000e-03 eta: 9:31:44 time: 0.8659 data_time: 0.0280 memory: 18413 grad_norm: 3.7376 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8329 loss: 0.8329 2022/08/11 05:38:13 - mmengine - INFO - Epoch(train) [30][340/1879] lr: 2.0000e-03 eta: 9:31:27 time: 0.8621 data_time: 0.0190 memory: 18413 grad_norm: 3.7270 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8432 loss: 0.8432 2022/08/11 05:38:30 - mmengine - INFO - Epoch(train) [30][360/1879] lr: 2.0000e-03 eta: 9:31:09 time: 0.8549 data_time: 0.0185 memory: 18413 grad_norm: 3.7624 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.0048 loss: 1.0048 2022/08/11 05:38:49 - mmengine - INFO - Epoch(train) [30][380/1879] lr: 2.0000e-03 eta: 9:30:52 time: 0.9412 data_time: 0.0171 memory: 18413 grad_norm: 3.6156 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.9326 loss: 0.9326 2022/08/11 05:39:06 - mmengine - INFO - Epoch(train) [30][400/1879] lr: 2.0000e-03 eta: 9:30:34 time: 0.8553 data_time: 0.0202 memory: 18413 grad_norm: 3.7452 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9046 loss: 0.9046 2022/08/11 05:39:23 - mmengine - INFO - Epoch(train) [30][420/1879] lr: 2.0000e-03 eta: 9:30:17 time: 0.8524 data_time: 0.0209 memory: 18413 grad_norm: 3.8279 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.0627 loss: 1.0627 2022/08/11 05:39:40 - mmengine - INFO - Epoch(train) [30][440/1879] lr: 2.0000e-03 eta: 9:29:59 time: 0.8521 data_time: 0.0181 memory: 18413 grad_norm: 3.7458 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9356 loss: 0.9356 2022/08/11 05:39:57 - mmengine - INFO - Epoch(train) [30][460/1879] lr: 2.0000e-03 eta: 9:29:41 time: 0.8506 data_time: 0.0170 memory: 18413 grad_norm: 3.7177 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.9468 loss: 0.9468 2022/08/11 05:40:14 - mmengine - INFO - Epoch(train) [30][480/1879] lr: 2.0000e-03 eta: 9:29:23 time: 0.8674 data_time: 0.0195 memory: 18413 grad_norm: 3.7337 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.0127 loss: 1.0127 2022/08/11 05:40:31 - mmengine - INFO - Epoch(train) [30][500/1879] lr: 2.0000e-03 eta: 9:29:05 time: 0.8554 data_time: 0.0213 memory: 18413 grad_norm: 3.8607 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 0.9792 loss: 0.9792 2022/08/11 05:40:39 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 05:40:48 - mmengine - INFO - Epoch(train) [30][520/1879] lr: 2.0000e-03 eta: 9:28:47 time: 0.8511 data_time: 0.0187 memory: 18413 grad_norm: 3.7939 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.1124 loss: 1.1124 2022/08/11 05:41:05 - mmengine - INFO - Epoch(train) [30][540/1879] lr: 2.0000e-03 eta: 9:28:30 time: 0.8561 data_time: 0.0206 memory: 18413 grad_norm: 3.7459 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.8150 loss: 0.8150 2022/08/11 05:41:22 - mmengine - INFO - Epoch(train) [30][560/1879] lr: 2.0000e-03 eta: 9:28:12 time: 0.8507 data_time: 0.0156 memory: 18413 grad_norm: 3.5834 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7797 loss: 0.7797 2022/08/11 05:41:40 - mmengine - INFO - Epoch(train) [30][580/1879] lr: 2.0000e-03 eta: 9:27:54 time: 0.8531 data_time: 0.0219 memory: 18413 grad_norm: 3.7442 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9508 loss: 0.9508 2022/08/11 05:41:57 - mmengine - INFO - Epoch(train) [30][600/1879] lr: 2.0000e-03 eta: 9:27:36 time: 0.8535 data_time: 0.0198 memory: 18413 grad_norm: 3.8617 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9285 loss: 0.9285 2022/08/11 05:42:14 - mmengine - INFO - Epoch(train) [30][620/1879] lr: 2.0000e-03 eta: 9:27:18 time: 0.8740 data_time: 0.0178 memory: 18413 grad_norm: 3.6978 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 0.8449 loss: 0.8449 2022/08/11 05:42:31 - mmengine - INFO - Epoch(train) [30][640/1879] lr: 2.0000e-03 eta: 9:27:01 time: 0.8579 data_time: 0.0252 memory: 18413 grad_norm: 3.6690 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.9725 loss: 0.9725 2022/08/11 05:42:48 - mmengine - INFO - Epoch(train) [30][660/1879] lr: 2.0000e-03 eta: 9:26:43 time: 0.8557 data_time: 0.0204 memory: 18413 grad_norm: 3.6764 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.8623 loss: 0.8623 2022/08/11 05:43:06 - mmengine - INFO - Epoch(train) [30][680/1879] lr: 2.0000e-03 eta: 9:26:25 time: 0.8577 data_time: 0.0169 memory: 18413 grad_norm: 3.6368 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9664 loss: 0.9664 2022/08/11 05:43:23 - mmengine - INFO - Epoch(train) [30][700/1879] lr: 2.0000e-03 eta: 9:26:07 time: 0.8578 data_time: 0.0192 memory: 18413 grad_norm: 3.7219 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7877 loss: 0.7877 2022/08/11 05:43:40 - mmengine - INFO - Epoch(train) [30][720/1879] lr: 2.0000e-03 eta: 9:25:49 time: 0.8486 data_time: 0.0178 memory: 18413 grad_norm: 3.6901 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.8954 loss: 0.8954 2022/08/11 05:43:57 - mmengine - INFO - Epoch(train) [30][740/1879] lr: 2.0000e-03 eta: 9:25:32 time: 0.8529 data_time: 0.0193 memory: 18413 grad_norm: 3.7381 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.9611 loss: 0.9611 2022/08/11 05:44:14 - mmengine - INFO - Epoch(train) [30][760/1879] lr: 2.0000e-03 eta: 9:25:14 time: 0.8504 data_time: 0.0191 memory: 18413 grad_norm: 3.7611 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8017 loss: 0.8017 2022/08/11 05:44:31 - mmengine - INFO - Epoch(train) [30][780/1879] lr: 2.0000e-03 eta: 9:24:56 time: 0.8505 data_time: 0.0204 memory: 18413 grad_norm: 3.7640 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0034 loss: 1.0034 2022/08/11 05:44:48 - mmengine - INFO - Epoch(train) [30][800/1879] lr: 2.0000e-03 eta: 9:24:38 time: 0.8530 data_time: 0.0182 memory: 18413 grad_norm: 3.7762 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.8781 loss: 0.8781 2022/08/11 05:45:05 - mmengine - INFO - Epoch(train) [30][820/1879] lr: 2.0000e-03 eta: 9:24:20 time: 0.8501 data_time: 0.0194 memory: 18413 grad_norm: 3.8501 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.9387 loss: 0.9387 2022/08/11 05:45:23 - mmengine - INFO - Epoch(train) [30][840/1879] lr: 2.0000e-03 eta: 9:24:03 time: 0.9086 data_time: 0.0829 memory: 18413 grad_norm: 3.7834 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0105 loss: 1.0105 2022/08/11 05:45:40 - mmengine - INFO - Epoch(train) [30][860/1879] lr: 2.0000e-03 eta: 9:23:45 time: 0.8457 data_time: 0.0170 memory: 18413 grad_norm: 3.7229 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8649 loss: 0.8649 2022/08/11 05:45:57 - mmengine - INFO - Epoch(train) [30][880/1879] lr: 2.0000e-03 eta: 9:23:27 time: 0.8525 data_time: 0.0174 memory: 18413 grad_norm: 3.7011 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8263 loss: 0.8263 2022/08/11 05:46:14 - mmengine - INFO - Epoch(train) [30][900/1879] lr: 2.0000e-03 eta: 9:23:09 time: 0.8614 data_time: 0.0172 memory: 18413 grad_norm: 3.7071 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.9875 loss: 0.9875 2022/08/11 05:46:31 - mmengine - INFO - Epoch(train) [30][920/1879] lr: 2.0000e-03 eta: 9:22:52 time: 0.8535 data_time: 0.0199 memory: 18413 grad_norm: 3.6026 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 0.8542 loss: 0.8542 2022/08/11 05:46:48 - mmengine - INFO - Epoch(train) [30][940/1879] lr: 2.0000e-03 eta: 9:22:34 time: 0.8538 data_time: 0.0194 memory: 18413 grad_norm: 3.6949 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.0459 loss: 1.0459 2022/08/11 05:47:06 - mmengine - INFO - Epoch(train) [30][960/1879] lr: 2.0000e-03 eta: 9:22:16 time: 0.8604 data_time: 0.0219 memory: 18413 grad_norm: 3.7308 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8293 loss: 0.8293 2022/08/11 05:47:23 - mmengine - INFO - Epoch(train) [30][980/1879] lr: 2.0000e-03 eta: 9:21:58 time: 0.8452 data_time: 0.0159 memory: 18413 grad_norm: 3.6753 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.8027 loss: 0.8027 2022/08/11 05:47:40 - mmengine - INFO - Epoch(train) [30][1000/1879] lr: 2.0000e-03 eta: 9:21:40 time: 0.8609 data_time: 0.0204 memory: 18413 grad_norm: 3.8276 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9646 loss: 0.9646 2022/08/11 05:47:57 - mmengine - INFO - Epoch(train) [30][1020/1879] lr: 2.0000e-03 eta: 9:21:23 time: 0.8663 data_time: 0.0187 memory: 18413 grad_norm: 3.6729 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.8719 loss: 0.8719 2022/08/11 05:48:14 - mmengine - INFO - Epoch(train) [30][1040/1879] lr: 2.0000e-03 eta: 9:21:05 time: 0.8488 data_time: 0.0166 memory: 18413 grad_norm: 3.8127 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 0.9404 loss: 0.9404 2022/08/11 05:48:31 - mmengine - INFO - Epoch(train) [30][1060/1879] lr: 2.0000e-03 eta: 9:20:47 time: 0.8485 data_time: 0.0197 memory: 18413 grad_norm: 3.7066 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8510 loss: 0.8510 2022/08/11 05:48:48 - mmengine - INFO - Epoch(train) [30][1080/1879] lr: 2.0000e-03 eta: 9:20:29 time: 0.8583 data_time: 0.0168 memory: 18413 grad_norm: 3.6717 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9704 loss: 0.9704 2022/08/11 05:49:05 - mmengine - INFO - Epoch(train) [30][1100/1879] lr: 2.0000e-03 eta: 9:20:11 time: 0.8527 data_time: 0.0193 memory: 18413 grad_norm: 3.6773 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9032 loss: 0.9032 2022/08/11 05:49:22 - mmengine - INFO - Epoch(train) [30][1120/1879] lr: 2.0000e-03 eta: 9:19:53 time: 0.8588 data_time: 0.0207 memory: 18413 grad_norm: 3.7562 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.9365 loss: 0.9365 2022/08/11 05:49:39 - mmengine - INFO - Epoch(train) [30][1140/1879] lr: 2.0000e-03 eta: 9:19:35 time: 0.8475 data_time: 0.0179 memory: 18413 grad_norm: 3.6324 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 0.8555 loss: 0.8555 2022/08/11 05:49:56 - mmengine - INFO - Epoch(train) [30][1160/1879] lr: 2.0000e-03 eta: 9:19:18 time: 0.8495 data_time: 0.0167 memory: 18413 grad_norm: 3.6088 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 0.7935 loss: 0.7935 2022/08/11 05:50:14 - mmengine - INFO - Epoch(train) [30][1180/1879] lr: 2.0000e-03 eta: 9:19:00 time: 0.8559 data_time: 0.0208 memory: 18413 grad_norm: 3.9623 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8086 loss: 0.8086 2022/08/11 05:50:31 - mmengine - INFO - Epoch(train) [30][1200/1879] lr: 2.0000e-03 eta: 9:18:42 time: 0.8487 data_time: 0.0180 memory: 18413 grad_norm: 3.6541 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.8293 loss: 0.8293 2022/08/11 05:50:48 - mmengine - INFO - Epoch(train) [30][1220/1879] lr: 2.0000e-03 eta: 9:18:24 time: 0.8543 data_time: 0.0181 memory: 18413 grad_norm: 3.6591 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7557 loss: 0.7557 2022/08/11 05:51:05 - mmengine - INFO - Epoch(train) [30][1240/1879] lr: 2.0000e-03 eta: 9:18:06 time: 0.8476 data_time: 0.0183 memory: 18413 grad_norm: 3.6729 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9995 loss: 0.9995 2022/08/11 05:51:22 - mmengine - INFO - Epoch(train) [30][1260/1879] lr: 2.0000e-03 eta: 9:17:48 time: 0.8491 data_time: 0.0193 memory: 18413 grad_norm: 3.7505 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9379 loss: 0.9379 2022/08/11 05:51:38 - mmengine - INFO - Epoch(train) [30][1280/1879] lr: 2.0000e-03 eta: 9:17:30 time: 0.8431 data_time: 0.0180 memory: 18413 grad_norm: 3.8816 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.9820 loss: 0.9820 2022/08/11 05:51:55 - mmengine - INFO - Epoch(train) [30][1300/1879] lr: 2.0000e-03 eta: 9:17:12 time: 0.8463 data_time: 0.0180 memory: 18413 grad_norm: 3.7798 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.9465 loss: 0.9465 2022/08/11 05:52:12 - mmengine - INFO - Epoch(train) [30][1320/1879] lr: 2.0000e-03 eta: 9:16:54 time: 0.8455 data_time: 0.0167 memory: 18413 grad_norm: 3.6130 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.9756 loss: 0.9756 2022/08/11 05:52:29 - mmengine - INFO - Epoch(train) [30][1340/1879] lr: 2.0000e-03 eta: 9:16:36 time: 0.8499 data_time: 0.0197 memory: 18413 grad_norm: 3.7484 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.9508 loss: 0.9508 2022/08/11 05:52:46 - mmengine - INFO - Epoch(train) [30][1360/1879] lr: 2.0000e-03 eta: 9:16:19 time: 0.8461 data_time: 0.0163 memory: 18413 grad_norm: 3.8612 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 0.9153 loss: 0.9153 2022/08/11 05:53:03 - mmengine - INFO - Epoch(train) [30][1380/1879] lr: 2.0000e-03 eta: 9:16:01 time: 0.8468 data_time: 0.0195 memory: 18413 grad_norm: 3.7780 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9472 loss: 0.9472 2022/08/11 05:53:20 - mmengine - INFO - Epoch(train) [30][1400/1879] lr: 2.0000e-03 eta: 9:15:43 time: 0.8452 data_time: 0.0169 memory: 18413 grad_norm: 3.6936 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.0941 loss: 1.0941 2022/08/11 05:53:37 - mmengine - INFO - Epoch(train) [30][1420/1879] lr: 2.0000e-03 eta: 9:15:25 time: 0.8494 data_time: 0.0183 memory: 18413 grad_norm: 3.7364 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.9417 loss: 0.9417 2022/08/11 05:53:54 - mmengine - INFO - Epoch(train) [30][1440/1879] lr: 2.0000e-03 eta: 9:15:07 time: 0.8467 data_time: 0.0199 memory: 18413 grad_norm: 3.8107 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8744 loss: 0.8744 2022/08/11 05:54:11 - mmengine - INFO - Epoch(train) [30][1460/1879] lr: 2.0000e-03 eta: 9:14:49 time: 0.8443 data_time: 0.0185 memory: 18413 grad_norm: 3.6667 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.0629 loss: 1.0629 2022/08/11 05:54:28 - mmengine - INFO - Epoch(train) [30][1480/1879] lr: 2.0000e-03 eta: 9:14:31 time: 0.8494 data_time: 0.0204 memory: 18413 grad_norm: 3.5935 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.9315 loss: 0.9315 2022/08/11 05:54:45 - mmengine - INFO - Epoch(train) [30][1500/1879] lr: 2.0000e-03 eta: 9:14:13 time: 0.8443 data_time: 0.0180 memory: 18413 grad_norm: 3.6428 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.8721 loss: 0.8721 2022/08/11 05:54:52 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 05:55:02 - mmengine - INFO - Epoch(train) [30][1520/1879] lr: 2.0000e-03 eta: 9:13:55 time: 0.8446 data_time: 0.0192 memory: 18413 grad_norm: 3.6096 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7933 loss: 0.7933 2022/08/11 05:55:20 - mmengine - INFO - Epoch(train) [30][1540/1879] lr: 2.0000e-03 eta: 9:13:38 time: 0.9342 data_time: 0.0221 memory: 18413 grad_norm: 3.7196 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.9795 loss: 0.9795 2022/08/11 05:55:37 - mmengine - INFO - Epoch(train) [30][1560/1879] lr: 2.0000e-03 eta: 9:13:20 time: 0.8442 data_time: 0.0186 memory: 18413 grad_norm: 3.7214 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8397 loss: 0.8397 2022/08/11 05:55:54 - mmengine - INFO - Epoch(train) [30][1580/1879] lr: 2.0000e-03 eta: 9:13:03 time: 0.8460 data_time: 0.0183 memory: 18413 grad_norm: 3.7887 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9354 loss: 0.9354 2022/08/11 05:56:11 - mmengine - INFO - Epoch(train) [30][1600/1879] lr: 2.0000e-03 eta: 9:12:45 time: 0.8606 data_time: 0.0187 memory: 18413 grad_norm: 3.7755 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.2131 loss: 1.2131 2022/08/11 05:56:29 - mmengine - INFO - Epoch(train) [30][1620/1879] lr: 2.0000e-03 eta: 9:12:27 time: 0.8560 data_time: 0.0210 memory: 18413 grad_norm: 3.7384 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8897 loss: 0.8897 2022/08/11 05:56:46 - mmengine - INFO - Epoch(train) [30][1640/1879] lr: 2.0000e-03 eta: 9:12:09 time: 0.8565 data_time: 0.0164 memory: 18413 grad_norm: 3.8467 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.0194 loss: 1.0194 2022/08/11 05:57:03 - mmengine - INFO - Epoch(train) [30][1660/1879] lr: 2.0000e-03 eta: 9:11:51 time: 0.8526 data_time: 0.0191 memory: 18413 grad_norm: 3.8087 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8324 loss: 0.8324 2022/08/11 05:57:20 - mmengine - INFO - Epoch(train) [30][1680/1879] lr: 2.0000e-03 eta: 9:11:34 time: 0.8554 data_time: 0.0190 memory: 18413 grad_norm: 3.6640 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.9466 loss: 0.9466 2022/08/11 05:57:37 - mmengine - INFO - Epoch(train) [30][1700/1879] lr: 2.0000e-03 eta: 9:11:16 time: 0.8525 data_time: 0.0226 memory: 18413 grad_norm: 3.7146 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.9709 loss: 0.9709 2022/08/11 05:57:55 - mmengine - INFO - Epoch(train) [30][1720/1879] lr: 2.0000e-03 eta: 9:10:58 time: 0.8866 data_time: 0.0199 memory: 18413 grad_norm: 3.8943 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.0694 loss: 1.0694 2022/08/11 05:58:12 - mmengine - INFO - Epoch(train) [30][1740/1879] lr: 2.0000e-03 eta: 9:10:41 time: 0.8545 data_time: 0.0181 memory: 18413 grad_norm: 3.6667 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.9088 loss: 0.9088 2022/08/11 05:58:29 - mmengine - INFO - Epoch(train) [30][1760/1879] lr: 2.0000e-03 eta: 9:10:23 time: 0.8501 data_time: 0.0199 memory: 18413 grad_norm: 3.7780 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1088 loss: 1.1088 2022/08/11 05:58:46 - mmengine - INFO - Epoch(train) [30][1780/1879] lr: 2.0000e-03 eta: 9:10:05 time: 0.8547 data_time: 0.0180 memory: 18413 grad_norm: 3.7814 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9595 loss: 0.9595 2022/08/11 05:59:03 - mmengine - INFO - Epoch(train) [30][1800/1879] lr: 2.0000e-03 eta: 9:09:47 time: 0.8552 data_time: 0.0197 memory: 18413 grad_norm: 3.7826 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.9399 loss: 0.9399 2022/08/11 05:59:20 - mmengine - INFO - Epoch(train) [30][1820/1879] lr: 2.0000e-03 eta: 9:09:29 time: 0.8513 data_time: 0.0188 memory: 18413 grad_norm: 3.7628 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7968 loss: 0.7968 2022/08/11 05:59:37 - mmengine - INFO - Epoch(train) [30][1840/1879] lr: 2.0000e-03 eta: 9:09:11 time: 0.8546 data_time: 0.0201 memory: 18413 grad_norm: 3.7360 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.8440 loss: 0.8440 2022/08/11 05:59:54 - mmengine - INFO - Epoch(train) [30][1860/1879] lr: 2.0000e-03 eta: 9:08:54 time: 0.8456 data_time: 0.0177 memory: 18413 grad_norm: 3.8703 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 0.9695 loss: 0.9695 2022/08/11 06:00:10 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 06:00:10 - mmengine - INFO - Epoch(train) [30][1879/1879] lr: 2.0000e-03 eta: 9:08:54 time: 0.8438 data_time: 0.0174 memory: 18413 grad_norm: 3.9226 top1_acc: 0.5714 top5_acc: 0.5714 loss_cls: 0.8977 loss: 0.8977 2022/08/11 06:00:10 - mmengine - INFO - Saving checkpoint at 30 epochs 2022/08/11 06:00:28 - mmengine - INFO - Epoch(val) [30][20/155] eta: 0:01:47 time: 0.7992 data_time: 0.5615 memory: 2590 2022/08/11 06:00:39 - mmengine - INFO - Epoch(val) [30][40/155] eta: 0:01:01 time: 0.5371 data_time: 0.3025 memory: 2590 2022/08/11 06:00:51 - mmengine - INFO - Epoch(val) [30][60/155] eta: 0:00:55 time: 0.5858 data_time: 0.3489 memory: 2590 2022/08/11 06:01:02 - mmengine - INFO - Epoch(val) [30][80/155] eta: 0:00:43 time: 0.5802 data_time: 0.3445 memory: 2590 2022/08/11 06:01:14 - mmengine - INFO - Epoch(val) [30][100/155] eta: 0:00:32 time: 0.5863 data_time: 0.3519 memory: 2590 2022/08/11 06:01:21 - mmengine - INFO - Epoch(val) [30][120/155] eta: 0:00:13 time: 0.3724 data_time: 0.1365 memory: 2590 2022/08/11 06:01:34 - mmengine - INFO - Epoch(val) [30][140/155] eta: 0:00:09 time: 0.6387 data_time: 0.4037 memory: 2590 2022/08/11 06:01:57 - mmengine - INFO - Epoch(val) [30][155/155] acc/top1: 0.7184 acc/top5: 0.9035 acc/mean1: 0.7183 2022/08/11 06:01:58 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_30.pth is removed 2022/08/11 06:01:59 - mmengine - INFO - The best checkpoint with 0.7184 acc/top1 at 31 epoch is saved to best_acc/top1_epoch_31.pth. 2022/08/11 06:02:23 - mmengine - INFO - Epoch(train) [31][20/1879] lr: 2.0000e-03 eta: 9:08:13 time: 1.1929 data_time: 0.3648 memory: 18413 grad_norm: 3.6805 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8737 loss: 0.8737 2022/08/11 06:02:40 - mmengine - INFO - Epoch(train) [31][40/1879] lr: 2.0000e-03 eta: 9:07:55 time: 0.8554 data_time: 0.0217 memory: 18413 grad_norm: 3.6476 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8580 loss: 0.8580 2022/08/11 06:02:57 - mmengine - INFO - Epoch(train) [31][60/1879] lr: 2.0000e-03 eta: 9:07:37 time: 0.8462 data_time: 0.0180 memory: 18413 grad_norm: 3.6027 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8355 loss: 0.8355 2022/08/11 06:03:14 - mmengine - INFO - Epoch(train) [31][80/1879] lr: 2.0000e-03 eta: 9:07:19 time: 0.8571 data_time: 0.0209 memory: 18413 grad_norm: 3.7981 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.8678 loss: 0.8678 2022/08/11 06:03:31 - mmengine - INFO - Epoch(train) [31][100/1879] lr: 2.0000e-03 eta: 9:07:01 time: 0.8551 data_time: 0.0258 memory: 18413 grad_norm: 3.7806 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.8958 loss: 0.8958 2022/08/11 06:03:48 - mmengine - INFO - Epoch(train) [31][120/1879] lr: 2.0000e-03 eta: 9:06:43 time: 0.8536 data_time: 0.0168 memory: 18413 grad_norm: 3.7153 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.9152 loss: 0.9152 2022/08/11 06:04:05 - mmengine - INFO - Epoch(train) [31][140/1879] lr: 2.0000e-03 eta: 9:06:26 time: 0.8572 data_time: 0.0186 memory: 18413 grad_norm: 3.6307 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.8551 loss: 0.8551 2022/08/11 06:04:22 - mmengine - INFO - Epoch(train) [31][160/1879] lr: 2.0000e-03 eta: 9:06:08 time: 0.8538 data_time: 0.0184 memory: 18413 grad_norm: 3.6920 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.9200 loss: 0.9200 2022/08/11 06:04:40 - mmengine - INFO - Epoch(train) [31][180/1879] lr: 2.0000e-03 eta: 9:05:50 time: 0.8533 data_time: 0.0184 memory: 18413 grad_norm: 3.6803 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8927 loss: 0.8927 2022/08/11 06:04:57 - mmengine - INFO - Epoch(train) [31][200/1879] lr: 2.0000e-03 eta: 9:05:32 time: 0.8515 data_time: 0.0194 memory: 18413 grad_norm: 3.6617 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.9753 loss: 0.9753 2022/08/11 06:05:19 - mmengine - INFO - Epoch(train) [31][220/1879] lr: 2.0000e-03 eta: 9:05:18 time: 1.1304 data_time: 0.0190 memory: 18413 grad_norm: 3.6474 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0278 loss: 1.0278 2022/08/11 06:05:38 - mmengine - INFO - Epoch(train) [31][240/1879] lr: 2.0000e-03 eta: 9:05:01 time: 0.9346 data_time: 0.0188 memory: 18413 grad_norm: 3.6141 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.7798 loss: 0.7798 2022/08/11 06:05:58 - mmengine - INFO - Epoch(train) [31][260/1879] lr: 2.0000e-03 eta: 9:04:46 time: 1.0169 data_time: 0.0209 memory: 18413 grad_norm: 3.6689 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 0.9701 loss: 0.9701 2022/08/11 06:06:16 - mmengine - INFO - Epoch(train) [31][280/1879] lr: 2.0000e-03 eta: 9:04:28 time: 0.8723 data_time: 0.0175 memory: 18413 grad_norm: 3.7382 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9694 loss: 0.9694 2022/08/11 06:06:33 - mmengine - INFO - Epoch(train) [31][300/1879] lr: 2.0000e-03 eta: 9:04:10 time: 0.8583 data_time: 0.0231 memory: 18413 grad_norm: 3.8623 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.0707 loss: 1.0707 2022/08/11 06:06:50 - mmengine - INFO - Epoch(train) [31][320/1879] lr: 2.0000e-03 eta: 9:03:53 time: 0.8552 data_time: 0.0194 memory: 18413 grad_norm: 3.8638 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9541 loss: 0.9541 2022/08/11 06:07:07 - mmengine - INFO - Epoch(train) [31][340/1879] lr: 2.0000e-03 eta: 9:03:35 time: 0.8615 data_time: 0.0199 memory: 18413 grad_norm: 3.7703 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.0564 loss: 1.0564 2022/08/11 06:07:24 - mmengine - INFO - Epoch(train) [31][360/1879] lr: 2.0000e-03 eta: 9:03:17 time: 0.8582 data_time: 0.0175 memory: 18413 grad_norm: 3.6594 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 0.8465 loss: 0.8465 2022/08/11 06:07:41 - mmengine - INFO - Epoch(train) [31][380/1879] lr: 2.0000e-03 eta: 9:02:59 time: 0.8524 data_time: 0.0185 memory: 18413 grad_norm: 3.7637 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.9930 loss: 0.9930 2022/08/11 06:08:01 - mmengine - INFO - Epoch(train) [31][400/1879] lr: 2.0000e-03 eta: 9:02:43 time: 0.9964 data_time: 0.0213 memory: 18413 grad_norm: 3.6906 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8818 loss: 0.8818 2022/08/11 06:08:19 - mmengine - INFO - Epoch(train) [31][420/1879] lr: 2.0000e-03 eta: 9:02:26 time: 0.8657 data_time: 0.0246 memory: 18413 grad_norm: 3.8149 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.0888 loss: 1.0888 2022/08/11 06:08:36 - mmengine - INFO - Epoch(train) [31][440/1879] lr: 2.0000e-03 eta: 9:02:08 time: 0.8599 data_time: 0.0193 memory: 18413 grad_norm: 3.6485 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.8860 loss: 0.8860 2022/08/11 06:08:53 - mmengine - INFO - Epoch(train) [31][460/1879] lr: 2.0000e-03 eta: 9:01:50 time: 0.8638 data_time: 0.0186 memory: 18413 grad_norm: 3.7765 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8343 loss: 0.8343 2022/08/11 06:09:10 - mmengine - INFO - Epoch(train) [31][480/1879] lr: 2.0000e-03 eta: 9:01:33 time: 0.8594 data_time: 0.0193 memory: 18413 grad_norm: 3.6906 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9129 loss: 0.9129 2022/08/11 06:09:28 - mmengine - INFO - Epoch(train) [31][500/1879] lr: 2.0000e-03 eta: 9:01:15 time: 0.8613 data_time: 0.0175 memory: 18413 grad_norm: 3.8037 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.9615 loss: 0.9615 2022/08/11 06:09:45 - mmengine - INFO - Epoch(train) [31][520/1879] lr: 2.0000e-03 eta: 9:00:57 time: 0.8741 data_time: 0.0300 memory: 18413 grad_norm: 3.6377 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9298 loss: 0.9298 2022/08/11 06:10:03 - mmengine - INFO - Epoch(train) [31][540/1879] lr: 2.0000e-03 eta: 9:00:40 time: 0.9071 data_time: 0.0703 memory: 18413 grad_norm: 3.7523 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.9745 loss: 0.9745 2022/08/11 06:10:25 - mmengine - INFO - Epoch(train) [31][560/1879] lr: 2.0000e-03 eta: 9:00:25 time: 1.0716 data_time: 0.1584 memory: 18413 grad_norm: 3.6487 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.8951 loss: 0.8951 2022/08/11 06:10:46 - mmengine - INFO - Epoch(train) [31][580/1879] lr: 2.0000e-03 eta: 9:00:10 time: 1.0561 data_time: 0.0166 memory: 18413 grad_norm: 3.6610 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.8622 loss: 0.8622 2022/08/11 06:11:06 - mmengine - INFO - Epoch(train) [31][600/1879] lr: 2.0000e-03 eta: 8:59:54 time: 1.0200 data_time: 0.0192 memory: 18413 grad_norm: 3.7559 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.9856 loss: 0.9856 2022/08/11 06:11:23 - mmengine - INFO - Epoch(train) [31][620/1879] lr: 2.0000e-03 eta: 8:59:37 time: 0.8495 data_time: 0.0201 memory: 18413 grad_norm: 3.8085 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8893 loss: 0.8893 2022/08/11 06:11:32 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 06:11:40 - mmengine - INFO - Epoch(train) [31][640/1879] lr: 2.0000e-03 eta: 8:59:19 time: 0.8587 data_time: 0.0204 memory: 18413 grad_norm: 3.8030 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7949 loss: 0.7949 2022/08/11 06:11:57 - mmengine - INFO - Epoch(train) [31][660/1879] lr: 2.0000e-03 eta: 8:59:01 time: 0.8530 data_time: 0.0187 memory: 18413 grad_norm: 3.8547 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 0.9763 loss: 0.9763 2022/08/11 06:12:15 - mmengine - INFO - Epoch(train) [31][680/1879] lr: 2.0000e-03 eta: 8:58:44 time: 0.8939 data_time: 0.0163 memory: 18413 grad_norm: 3.7886 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8340 loss: 0.8340 2022/08/11 06:12:33 - mmengine - INFO - Epoch(train) [31][700/1879] lr: 2.0000e-03 eta: 8:58:26 time: 0.8581 data_time: 0.0188 memory: 18413 grad_norm: 3.7115 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7399 loss: 0.7399 2022/08/11 06:12:50 - mmengine - INFO - Epoch(train) [31][720/1879] lr: 2.0000e-03 eta: 8:58:08 time: 0.8675 data_time: 0.0194 memory: 18413 grad_norm: 3.7164 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.0762 loss: 1.0762 2022/08/11 06:13:07 - mmengine - INFO - Epoch(train) [31][740/1879] lr: 2.0000e-03 eta: 8:57:51 time: 0.8541 data_time: 0.0191 memory: 18413 grad_norm: 3.8283 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.8222 loss: 0.8222 2022/08/11 06:13:24 - mmengine - INFO - Epoch(train) [31][760/1879] lr: 2.0000e-03 eta: 8:57:33 time: 0.8577 data_time: 0.0188 memory: 18413 grad_norm: 3.8734 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1066 loss: 1.1066 2022/08/11 06:13:41 - mmengine - INFO - Epoch(train) [31][780/1879] lr: 2.0000e-03 eta: 8:57:15 time: 0.8587 data_time: 0.0206 memory: 18413 grad_norm: 3.7955 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.8845 loss: 0.8845 2022/08/11 06:13:59 - mmengine - INFO - Epoch(train) [31][800/1879] lr: 2.0000e-03 eta: 8:56:57 time: 0.8611 data_time: 0.0183 memory: 18413 grad_norm: 3.8615 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9419 loss: 0.9419 2022/08/11 06:14:16 - mmengine - INFO - Epoch(train) [31][820/1879] lr: 2.0000e-03 eta: 8:56:40 time: 0.8670 data_time: 0.0259 memory: 18413 grad_norm: 3.7118 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7794 loss: 0.7794 2022/08/11 06:14:33 - mmengine - INFO - Epoch(train) [31][840/1879] lr: 2.0000e-03 eta: 8:56:22 time: 0.8518 data_time: 0.0189 memory: 18413 grad_norm: 3.7334 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9472 loss: 0.9472 2022/08/11 06:14:50 - mmengine - INFO - Epoch(train) [31][860/1879] lr: 2.0000e-03 eta: 8:56:04 time: 0.8569 data_time: 0.0197 memory: 18413 grad_norm: 3.8150 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 0.9907 loss: 0.9907 2022/08/11 06:15:07 - mmengine - INFO - Epoch(train) [31][880/1879] lr: 2.0000e-03 eta: 8:55:46 time: 0.8553 data_time: 0.0167 memory: 18413 grad_norm: 3.7394 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.7892 loss: 0.7892 2022/08/11 06:15:25 - mmengine - INFO - Epoch(train) [31][900/1879] lr: 2.0000e-03 eta: 8:55:29 time: 0.8837 data_time: 0.0529 memory: 18413 grad_norm: 3.7765 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.9015 loss: 0.9015 2022/08/11 06:15:42 - mmengine - INFO - Epoch(train) [31][920/1879] lr: 2.0000e-03 eta: 8:55:11 time: 0.8534 data_time: 0.0185 memory: 18413 grad_norm: 3.8029 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.8718 loss: 0.8718 2022/08/11 06:15:59 - mmengine - INFO - Epoch(train) [31][940/1879] lr: 2.0000e-03 eta: 8:54:53 time: 0.8494 data_time: 0.0167 memory: 18413 grad_norm: 3.6982 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.9298 loss: 0.9298 2022/08/11 06:16:16 - mmengine - INFO - Epoch(train) [31][960/1879] lr: 2.0000e-03 eta: 8:54:35 time: 0.8525 data_time: 0.0181 memory: 18413 grad_norm: 3.8496 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.0460 loss: 1.0460 2022/08/11 06:16:33 - mmengine - INFO - Epoch(train) [31][980/1879] lr: 2.0000e-03 eta: 8:54:18 time: 0.8563 data_time: 0.0214 memory: 18413 grad_norm: 3.8263 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8575 loss: 0.8575 2022/08/11 06:16:50 - mmengine - INFO - Epoch(train) [31][1000/1879] lr: 2.0000e-03 eta: 8:54:00 time: 0.8480 data_time: 0.0155 memory: 18413 grad_norm: 3.7055 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.0225 loss: 1.0225 2022/08/11 06:17:07 - mmengine - INFO - Epoch(train) [31][1020/1879] lr: 2.0000e-03 eta: 8:53:42 time: 0.8516 data_time: 0.0212 memory: 18413 grad_norm: 3.6975 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8066 loss: 0.8066 2022/08/11 06:17:24 - mmengine - INFO - Epoch(train) [31][1040/1879] lr: 2.0000e-03 eta: 8:53:24 time: 0.8540 data_time: 0.0173 memory: 18413 grad_norm: 3.7887 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.0704 loss: 1.0704 2022/08/11 06:17:41 - mmengine - INFO - Epoch(train) [31][1060/1879] lr: 2.0000e-03 eta: 8:53:06 time: 0.8469 data_time: 0.0171 memory: 18413 grad_norm: 3.8543 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8400 loss: 0.8400 2022/08/11 06:17:58 - mmengine - INFO - Epoch(train) [31][1080/1879] lr: 2.0000e-03 eta: 8:52:49 time: 0.8622 data_time: 0.0195 memory: 18413 grad_norm: 3.7394 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.9243 loss: 0.9243 2022/08/11 06:18:16 - mmengine - INFO - Epoch(train) [31][1100/1879] lr: 2.0000e-03 eta: 8:52:31 time: 0.8562 data_time: 0.0181 memory: 18413 grad_norm: 3.7056 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 0.7801 loss: 0.7801 2022/08/11 06:18:33 - mmengine - INFO - Epoch(train) [31][1120/1879] lr: 2.0000e-03 eta: 8:52:13 time: 0.8542 data_time: 0.0175 memory: 18413 grad_norm: 3.7763 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 0.8809 loss: 0.8809 2022/08/11 06:18:56 - mmengine - INFO - Epoch(train) [31][1140/1879] lr: 2.0000e-03 eta: 8:51:59 time: 1.1746 data_time: 0.0175 memory: 18413 grad_norm: 3.7008 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7137 loss: 0.7137 2022/08/11 06:19:13 - mmengine - INFO - Epoch(train) [31][1160/1879] lr: 2.0000e-03 eta: 8:51:41 time: 0.8516 data_time: 0.0192 memory: 18413 grad_norm: 3.8717 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0198 loss: 1.0198 2022/08/11 06:19:30 - mmengine - INFO - Epoch(train) [31][1180/1879] lr: 2.0000e-03 eta: 8:51:24 time: 0.8621 data_time: 0.0191 memory: 18413 grad_norm: 3.9052 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9783 loss: 0.9783 2022/08/11 06:19:47 - mmengine - INFO - Epoch(train) [31][1200/1879] lr: 2.0000e-03 eta: 8:51:06 time: 0.8537 data_time: 0.0184 memory: 18413 grad_norm: 3.7440 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7611 loss: 0.7611 2022/08/11 06:20:05 - mmengine - INFO - Epoch(train) [31][1220/1879] lr: 2.0000e-03 eta: 8:50:48 time: 0.8606 data_time: 0.0175 memory: 18413 grad_norm: 3.7383 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9458 loss: 0.9458 2022/08/11 06:20:24 - mmengine - INFO - Epoch(train) [31][1240/1879] lr: 2.0000e-03 eta: 8:50:32 time: 0.9409 data_time: 0.0838 memory: 18413 grad_norm: 3.7323 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.0399 loss: 1.0399 2022/08/11 06:20:41 - mmengine - INFO - Epoch(train) [31][1260/1879] lr: 2.0000e-03 eta: 8:50:14 time: 0.8540 data_time: 0.0194 memory: 18413 grad_norm: 3.7472 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 0.8908 loss: 0.8908 2022/08/11 06:20:58 - mmengine - INFO - Epoch(train) [31][1280/1879] lr: 2.0000e-03 eta: 8:49:56 time: 0.8527 data_time: 0.0168 memory: 18413 grad_norm: 3.8352 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 0.9850 loss: 0.9850 2022/08/11 06:21:15 - mmengine - INFO - Epoch(train) [31][1300/1879] lr: 2.0000e-03 eta: 8:49:38 time: 0.8668 data_time: 0.0194 memory: 18413 grad_norm: 3.8085 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8791 loss: 0.8791 2022/08/11 06:21:32 - mmengine - INFO - Epoch(train) [31][1320/1879] lr: 2.0000e-03 eta: 8:49:21 time: 0.8575 data_time: 0.0179 memory: 18413 grad_norm: 3.7137 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8349 loss: 0.8349 2022/08/11 06:21:49 - mmengine - INFO - Epoch(train) [31][1340/1879] lr: 2.0000e-03 eta: 8:49:03 time: 0.8508 data_time: 0.0192 memory: 18413 grad_norm: 3.9088 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.9251 loss: 0.9251 2022/08/11 06:22:06 - mmengine - INFO - Epoch(train) [31][1360/1879] lr: 2.0000e-03 eta: 8:48:45 time: 0.8580 data_time: 0.0221 memory: 18413 grad_norm: 3.7437 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.9644 loss: 0.9644 2022/08/11 06:22:23 - mmengine - INFO - Epoch(train) [31][1380/1879] lr: 2.0000e-03 eta: 8:48:27 time: 0.8543 data_time: 0.0152 memory: 18413 grad_norm: 3.6680 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.9059 loss: 0.9059 2022/08/11 06:22:40 - mmengine - INFO - Epoch(train) [31][1400/1879] lr: 2.0000e-03 eta: 8:48:09 time: 0.8517 data_time: 0.0190 memory: 18413 grad_norm: 3.8508 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.8571 loss: 0.8571 2022/08/11 06:22:58 - mmengine - INFO - Epoch(train) [31][1420/1879] lr: 2.0000e-03 eta: 8:47:52 time: 0.8549 data_time: 0.0211 memory: 18413 grad_norm: 3.8073 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9157 loss: 0.9157 2022/08/11 06:23:15 - mmengine - INFO - Epoch(train) [31][1440/1879] lr: 2.0000e-03 eta: 8:47:34 time: 0.8597 data_time: 0.0168 memory: 18413 grad_norm: 3.8340 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.0329 loss: 1.0329 2022/08/11 06:23:32 - mmengine - INFO - Epoch(train) [31][1460/1879] lr: 2.0000e-03 eta: 8:47:16 time: 0.8513 data_time: 0.0189 memory: 18413 grad_norm: 3.8538 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.9731 loss: 0.9731 2022/08/11 06:23:49 - mmengine - INFO - Epoch(train) [31][1480/1879] lr: 2.0000e-03 eta: 8:46:58 time: 0.8452 data_time: 0.0179 memory: 18413 grad_norm: 3.7932 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.9212 loss: 0.9212 2022/08/11 06:24:06 - mmengine - INFO - Epoch(train) [31][1500/1879] lr: 2.0000e-03 eta: 8:46:40 time: 0.8511 data_time: 0.0191 memory: 18413 grad_norm: 3.8982 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 0.9776 loss: 0.9776 2022/08/11 06:24:23 - mmengine - INFO - Epoch(train) [31][1520/1879] lr: 2.0000e-03 eta: 8:46:23 time: 0.8539 data_time: 0.0183 memory: 18413 grad_norm: 3.8072 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.9388 loss: 0.9388 2022/08/11 06:24:40 - mmengine - INFO - Epoch(train) [31][1540/1879] lr: 2.0000e-03 eta: 8:46:05 time: 0.8517 data_time: 0.0192 memory: 18413 grad_norm: 3.8879 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8567 loss: 0.8567 2022/08/11 06:24:57 - mmengine - INFO - Epoch(train) [31][1560/1879] lr: 2.0000e-03 eta: 8:45:47 time: 0.8505 data_time: 0.0171 memory: 18413 grad_norm: 3.7651 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.8222 loss: 0.8222 2022/08/11 06:25:14 - mmengine - INFO - Epoch(train) [31][1580/1879] lr: 2.0000e-03 eta: 8:45:29 time: 0.8763 data_time: 0.0229 memory: 18413 grad_norm: 3.6837 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.9078 loss: 0.9078 2022/08/11 06:25:32 - mmengine - INFO - Epoch(train) [31][1600/1879] lr: 2.0000e-03 eta: 8:45:12 time: 0.8598 data_time: 0.0209 memory: 18413 grad_norm: 3.7459 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.9935 loss: 0.9935 2022/08/11 06:25:49 - mmengine - INFO - Epoch(train) [31][1620/1879] lr: 2.0000e-03 eta: 8:44:54 time: 0.8573 data_time: 0.0166 memory: 18413 grad_norm: 3.7445 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9190 loss: 0.9190 2022/08/11 06:25:57 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 06:26:06 - mmengine - INFO - Epoch(train) [31][1640/1879] lr: 2.0000e-03 eta: 8:44:36 time: 0.8504 data_time: 0.0181 memory: 18413 grad_norm: 3.7588 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.8859 loss: 0.8859 2022/08/11 06:26:23 - mmengine - INFO - Epoch(train) [31][1660/1879] lr: 2.0000e-03 eta: 8:44:18 time: 0.8471 data_time: 0.0172 memory: 18413 grad_norm: 3.7828 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8730 loss: 0.8730 2022/08/11 06:26:40 - mmengine - INFO - Epoch(train) [31][1680/1879] lr: 2.0000e-03 eta: 8:44:00 time: 0.8549 data_time: 0.0193 memory: 18413 grad_norm: 3.8885 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8989 loss: 0.8989 2022/08/11 06:26:57 - mmengine - INFO - Epoch(train) [31][1700/1879] lr: 2.0000e-03 eta: 8:43:43 time: 0.8536 data_time: 0.0190 memory: 18413 grad_norm: 3.8486 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.0298 loss: 1.0298 2022/08/11 06:27:14 - mmengine - INFO - Epoch(train) [31][1720/1879] lr: 2.0000e-03 eta: 8:43:25 time: 0.8592 data_time: 0.0294 memory: 18413 grad_norm: 3.8413 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7896 loss: 0.7896 2022/08/11 06:27:31 - mmengine - INFO - Epoch(train) [31][1740/1879] lr: 2.0000e-03 eta: 8:43:07 time: 0.8557 data_time: 0.0178 memory: 18413 grad_norm: 3.8409 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8954 loss: 0.8954 2022/08/11 06:27:48 - mmengine - INFO - Epoch(train) [31][1760/1879] lr: 2.0000e-03 eta: 8:42:49 time: 0.8474 data_time: 0.0187 memory: 18413 grad_norm: 3.8965 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0200 loss: 1.0200 2022/08/11 06:28:06 - mmengine - INFO - Epoch(train) [31][1780/1879] lr: 2.0000e-03 eta: 8:42:32 time: 0.8692 data_time: 0.0234 memory: 18413 grad_norm: 3.7762 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8235 loss: 0.8235 2022/08/11 06:28:23 - mmengine - INFO - Epoch(train) [31][1800/1879] lr: 2.0000e-03 eta: 8:42:14 time: 0.8575 data_time: 0.0160 memory: 18413 grad_norm: 3.7403 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.8052 loss: 0.8052 2022/08/11 06:28:40 - mmengine - INFO - Epoch(train) [31][1820/1879] lr: 2.0000e-03 eta: 8:41:56 time: 0.8532 data_time: 0.0198 memory: 18413 grad_norm: 3.8528 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0301 loss: 1.0301 2022/08/11 06:28:57 - mmengine - INFO - Epoch(train) [31][1840/1879] lr: 2.0000e-03 eta: 8:41:38 time: 0.8509 data_time: 0.0171 memory: 18413 grad_norm: 3.9169 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.0149 loss: 1.0149 2022/08/11 06:29:14 - mmengine - INFO - Epoch(train) [31][1860/1879] lr: 2.0000e-03 eta: 8:41:21 time: 0.8535 data_time: 0.0174 memory: 18413 grad_norm: 3.8637 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.0292 loss: 1.0292 2022/08/11 06:29:30 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 06:29:30 - mmengine - INFO - Epoch(train) [31][1879/1879] lr: 2.0000e-03 eta: 8:41:21 time: 0.8201 data_time: 0.0164 memory: 18413 grad_norm: 3.9821 top1_acc: 0.8571 top5_acc: 1.0000 loss_cls: 0.9782 loss: 0.9782 2022/08/11 06:29:44 - mmengine - INFO - Epoch(val) [31][20/155] eta: 0:01:34 time: 0.7011 data_time: 0.4606 memory: 2590 2022/08/11 06:29:53 - mmengine - INFO - Epoch(val) [31][40/155] eta: 0:00:55 time: 0.4831 data_time: 0.2439 memory: 2590 2022/08/11 06:30:04 - mmengine - INFO - Epoch(val) [31][60/155] eta: 0:00:48 time: 0.5145 data_time: 0.2781 memory: 2590 2022/08/11 06:30:17 - mmengine - INFO - Epoch(val) [31][80/155] eta: 0:00:49 time: 0.6616 data_time: 0.4260 memory: 2590 2022/08/11 06:30:27 - mmengine - INFO - Epoch(val) [31][100/155] eta: 0:00:28 time: 0.5256 data_time: 0.2853 memory: 2590 2022/08/11 06:30:36 - mmengine - INFO - Epoch(val) [31][120/155] eta: 0:00:15 time: 0.4487 data_time: 0.2123 memory: 2590 2022/08/11 06:30:48 - mmengine - INFO - Epoch(val) [31][140/155] eta: 0:00:08 time: 0.5605 data_time: 0.3251 memory: 2590 2022/08/11 06:31:27 - mmengine - INFO - Epoch(val) [31][155/155] acc/top1: 0.7184 acc/top5: 0.9017 acc/mean1: 0.7183 2022/08/11 06:31:51 - mmengine - INFO - Epoch(train) [32][20/1879] lr: 2.0000e-03 eta: 8:40:40 time: 1.2106 data_time: 0.1798 memory: 18413 grad_norm: 3.7675 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9186 loss: 0.9186 2022/08/11 06:32:09 - mmengine - INFO - Epoch(train) [32][40/1879] lr: 2.0000e-03 eta: 8:40:23 time: 0.8788 data_time: 0.0190 memory: 18413 grad_norm: 3.7925 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7855 loss: 0.7855 2022/08/11 06:32:26 - mmengine - INFO - Epoch(train) [32][60/1879] lr: 2.0000e-03 eta: 8:40:05 time: 0.8697 data_time: 0.0203 memory: 18413 grad_norm: 3.7741 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 0.8568 loss: 0.8568 2022/08/11 06:32:44 - mmengine - INFO - Epoch(train) [32][80/1879] lr: 2.0000e-03 eta: 8:39:48 time: 0.8883 data_time: 0.0175 memory: 18413 grad_norm: 3.8379 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9385 loss: 0.9385 2022/08/11 06:33:05 - mmengine - INFO - Epoch(train) [32][100/1879] lr: 2.0000e-03 eta: 8:39:33 time: 1.0537 data_time: 0.0195 memory: 18413 grad_norm: 3.7678 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8779 loss: 0.8779 2022/08/11 06:33:22 - mmengine - INFO - Epoch(train) [32][120/1879] lr: 2.0000e-03 eta: 8:39:15 time: 0.8534 data_time: 0.0186 memory: 18413 grad_norm: 3.7273 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7829 loss: 0.7829 2022/08/11 06:33:39 - mmengine - INFO - Epoch(train) [32][140/1879] lr: 2.0000e-03 eta: 8:38:57 time: 0.8549 data_time: 0.0203 memory: 18413 grad_norm: 3.7749 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8855 loss: 0.8855 2022/08/11 06:33:56 - mmengine - INFO - Epoch(train) [32][160/1879] lr: 2.0000e-03 eta: 8:38:39 time: 0.8577 data_time: 0.0182 memory: 18413 grad_norm: 3.6592 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8365 loss: 0.8365 2022/08/11 06:34:13 - mmengine - INFO - Epoch(train) [32][180/1879] lr: 2.0000e-03 eta: 8:38:22 time: 0.8574 data_time: 0.0178 memory: 18413 grad_norm: 3.8230 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.0267 loss: 1.0267 2022/08/11 06:34:31 - mmengine - INFO - Epoch(train) [32][200/1879] lr: 2.0000e-03 eta: 8:38:04 time: 0.8532 data_time: 0.0188 memory: 18413 grad_norm: 3.8190 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.8411 loss: 0.8411 2022/08/11 06:34:50 - mmengine - INFO - Epoch(train) [32][220/1879] lr: 2.0000e-03 eta: 8:37:47 time: 0.9606 data_time: 0.0175 memory: 18413 grad_norm: 3.7388 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.0872 loss: 1.0872 2022/08/11 06:35:10 - mmengine - INFO - Epoch(train) [32][240/1879] lr: 2.0000e-03 eta: 8:37:31 time: 1.0076 data_time: 0.0178 memory: 18413 grad_norm: 3.8689 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8183 loss: 0.8183 2022/08/11 06:35:33 - mmengine - INFO - Epoch(train) [32][260/1879] lr: 2.0000e-03 eta: 8:37:17 time: 1.1424 data_time: 0.0214 memory: 18413 grad_norm: 3.8801 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9214 loss: 0.9214 2022/08/11 06:35:50 - mmengine - INFO - Epoch(train) [32][280/1879] lr: 2.0000e-03 eta: 8:36:59 time: 0.8627 data_time: 0.0216 memory: 18413 grad_norm: 3.8661 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.7440 loss: 0.7440 2022/08/11 06:36:07 - mmengine - INFO - Epoch(train) [32][300/1879] lr: 2.0000e-03 eta: 8:36:42 time: 0.8690 data_time: 0.0166 memory: 18413 grad_norm: 3.7813 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.8156 loss: 0.8156 2022/08/11 06:36:26 - mmengine - INFO - Epoch(train) [32][320/1879] lr: 2.0000e-03 eta: 8:36:25 time: 0.9241 data_time: 0.0183 memory: 18413 grad_norm: 3.7956 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.8554 loss: 0.8554 2022/08/11 06:36:46 - mmengine - INFO - Epoch(train) [32][340/1879] lr: 2.0000e-03 eta: 8:36:09 time: 0.9780 data_time: 0.0166 memory: 18413 grad_norm: 3.7581 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.8655 loss: 0.8655 2022/08/11 06:37:03 - mmengine - INFO - Epoch(train) [32][360/1879] lr: 2.0000e-03 eta: 8:35:51 time: 0.8607 data_time: 0.0196 memory: 18413 grad_norm: 3.9073 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.8215 loss: 0.8215 2022/08/11 06:37:20 - mmengine - INFO - Epoch(train) [32][380/1879] lr: 2.0000e-03 eta: 8:35:33 time: 0.8606 data_time: 0.0176 memory: 18413 grad_norm: 3.8356 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 0.8261 loss: 0.8261 2022/08/11 06:37:37 - mmengine - INFO - Epoch(train) [32][400/1879] lr: 2.0000e-03 eta: 8:35:16 time: 0.8572 data_time: 0.0209 memory: 18413 grad_norm: 3.7940 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8120 loss: 0.8120 2022/08/11 06:37:54 - mmengine - INFO - Epoch(train) [32][420/1879] lr: 2.0000e-03 eta: 8:34:58 time: 0.8650 data_time: 0.0181 memory: 18413 grad_norm: 3.7217 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.8895 loss: 0.8895 2022/08/11 06:38:12 - mmengine - INFO - Epoch(train) [32][440/1879] lr: 2.0000e-03 eta: 8:34:40 time: 0.8563 data_time: 0.0190 memory: 18413 grad_norm: 3.7085 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9298 loss: 0.9298 2022/08/11 06:38:29 - mmengine - INFO - Epoch(train) [32][460/1879] lr: 2.0000e-03 eta: 8:34:22 time: 0.8609 data_time: 0.0184 memory: 18413 grad_norm: 3.8514 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.8953 loss: 0.8953 2022/08/11 06:38:46 - mmengine - INFO - Epoch(train) [32][480/1879] lr: 2.0000e-03 eta: 8:34:05 time: 0.8483 data_time: 0.0184 memory: 18413 grad_norm: 3.8650 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.9168 loss: 0.9168 2022/08/11 06:39:03 - mmengine - INFO - Epoch(train) [32][500/1879] lr: 2.0000e-03 eta: 8:33:47 time: 0.8472 data_time: 0.0175 memory: 18413 grad_norm: 3.8348 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.8588 loss: 0.8588 2022/08/11 06:39:20 - mmengine - INFO - Epoch(train) [32][520/1879] lr: 2.0000e-03 eta: 8:33:29 time: 0.8538 data_time: 0.0172 memory: 18413 grad_norm: 3.7841 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 0.9077 loss: 0.9077 2022/08/11 06:39:37 - mmengine - INFO - Epoch(train) [32][540/1879] lr: 2.0000e-03 eta: 8:33:11 time: 0.8482 data_time: 0.0192 memory: 18413 grad_norm: 3.7402 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8333 loss: 0.8333 2022/08/11 06:39:54 - mmengine - INFO - Epoch(train) [32][560/1879] lr: 2.0000e-03 eta: 8:32:53 time: 0.8538 data_time: 0.0205 memory: 18413 grad_norm: 3.8944 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 0.8222 loss: 0.8222 2022/08/11 06:40:12 - mmengine - INFO - Epoch(train) [32][580/1879] lr: 2.0000e-03 eta: 8:32:36 time: 0.9049 data_time: 0.0179 memory: 18413 grad_norm: 3.7883 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8492 loss: 0.8492 2022/08/11 06:40:30 - mmengine - INFO - Epoch(train) [32][600/1879] lr: 2.0000e-03 eta: 8:32:19 time: 0.9236 data_time: 0.0401 memory: 18413 grad_norm: 3.7875 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.0106 loss: 1.0106 2022/08/11 06:40:47 - mmengine - INFO - Epoch(train) [32][620/1879] lr: 2.0000e-03 eta: 8:32:01 time: 0.8512 data_time: 0.0162 memory: 18413 grad_norm: 3.8704 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9846 loss: 0.9846 2022/08/11 06:41:04 - mmengine - INFO - Epoch(train) [32][640/1879] lr: 2.0000e-03 eta: 8:31:44 time: 0.8479 data_time: 0.0198 memory: 18413 grad_norm: 3.9034 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.8812 loss: 0.8812 2022/08/11 06:41:21 - mmengine - INFO - Epoch(train) [32][660/1879] lr: 2.0000e-03 eta: 8:31:26 time: 0.8493 data_time: 0.0170 memory: 18413 grad_norm: 3.8679 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 0.9373 loss: 0.9373 2022/08/11 06:41:38 - mmengine - INFO - Epoch(train) [32][680/1879] lr: 2.0000e-03 eta: 8:31:08 time: 0.8525 data_time: 0.0197 memory: 18413 grad_norm: 3.8355 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9559 loss: 0.9559 2022/08/11 06:41:55 - mmengine - INFO - Epoch(train) [32][700/1879] lr: 2.0000e-03 eta: 8:30:50 time: 0.8459 data_time: 0.0187 memory: 18413 grad_norm: 3.7171 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 0.9595 loss: 0.9595 2022/08/11 06:42:12 - mmengine - INFO - Epoch(train) [32][720/1879] lr: 2.0000e-03 eta: 8:30:32 time: 0.8506 data_time: 0.0170 memory: 18413 grad_norm: 3.9433 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9232 loss: 0.9232 2022/08/11 06:42:29 - mmengine - INFO - Epoch(train) [32][740/1879] lr: 2.0000e-03 eta: 8:30:14 time: 0.8486 data_time: 0.0178 memory: 18413 grad_norm: 3.8840 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9941 loss: 0.9941 2022/08/11 06:42:39 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 06:42:46 - mmengine - INFO - Epoch(train) [32][760/1879] lr: 2.0000e-03 eta: 8:29:57 time: 0.8517 data_time: 0.0208 memory: 18413 grad_norm: 4.0069 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9851 loss: 0.9851 2022/08/11 06:43:03 - mmengine - INFO - Epoch(train) [32][780/1879] lr: 2.0000e-03 eta: 8:29:39 time: 0.8442 data_time: 0.0168 memory: 18413 grad_norm: 3.8351 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8616 loss: 0.8616 2022/08/11 06:43:20 - mmengine - INFO - Epoch(train) [32][800/1879] lr: 2.0000e-03 eta: 8:29:21 time: 0.8468 data_time: 0.0183 memory: 18413 grad_norm: 3.8727 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.9650 loss: 0.9650 2022/08/11 06:43:37 - mmengine - INFO - Epoch(train) [32][820/1879] lr: 2.0000e-03 eta: 8:29:03 time: 0.8463 data_time: 0.0189 memory: 18413 grad_norm: 3.9092 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9245 loss: 0.9245 2022/08/11 06:43:54 - mmengine - INFO - Epoch(train) [32][840/1879] lr: 2.0000e-03 eta: 8:28:45 time: 0.8512 data_time: 0.0188 memory: 18413 grad_norm: 3.8369 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9758 loss: 0.9758 2022/08/11 06:44:11 - mmengine - INFO - Epoch(train) [32][860/1879] lr: 2.0000e-03 eta: 8:28:27 time: 0.8497 data_time: 0.0189 memory: 18413 grad_norm: 3.8875 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9996 loss: 0.9996 2022/08/11 06:44:28 - mmengine - INFO - Epoch(train) [32][880/1879] lr: 2.0000e-03 eta: 8:28:10 time: 0.8509 data_time: 0.0187 memory: 18413 grad_norm: 3.8354 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8863 loss: 0.8863 2022/08/11 06:44:45 - mmengine - INFO - Epoch(train) [32][900/1879] lr: 2.0000e-03 eta: 8:27:52 time: 0.8498 data_time: 0.0178 memory: 18413 grad_norm: 3.8632 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.9918 loss: 0.9918 2022/08/11 06:45:02 - mmengine - INFO - Epoch(train) [32][920/1879] lr: 2.0000e-03 eta: 8:27:34 time: 0.8508 data_time: 0.0192 memory: 18413 grad_norm: 3.9322 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0346 loss: 1.0346 2022/08/11 06:45:20 - mmengine - INFO - Epoch(train) [32][940/1879] lr: 2.0000e-03 eta: 8:27:17 time: 0.8881 data_time: 0.0405 memory: 18413 grad_norm: 3.7430 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7767 loss: 0.7767 2022/08/11 06:45:37 - mmengine - INFO - Epoch(train) [32][960/1879] lr: 2.0000e-03 eta: 8:26:59 time: 0.8670 data_time: 0.0289 memory: 18413 grad_norm: 3.8091 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8268 loss: 0.8268 2022/08/11 06:45:55 - mmengine - INFO - Epoch(train) [32][980/1879] lr: 2.0000e-03 eta: 8:26:41 time: 0.8564 data_time: 0.0197 memory: 18413 grad_norm: 3.8805 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8081 loss: 0.8081 2022/08/11 06:46:12 - mmengine - INFO - Epoch(train) [32][1000/1879] lr: 2.0000e-03 eta: 8:26:23 time: 0.8496 data_time: 0.0184 memory: 18413 grad_norm: 3.8493 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7921 loss: 0.7921 2022/08/11 06:46:29 - mmengine - INFO - Epoch(train) [32][1020/1879] lr: 2.0000e-03 eta: 8:26:06 time: 0.8575 data_time: 0.0164 memory: 18413 grad_norm: 3.8604 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 0.9229 loss: 0.9229 2022/08/11 06:46:46 - mmengine - INFO - Epoch(train) [32][1040/1879] lr: 2.0000e-03 eta: 8:25:48 time: 0.8535 data_time: 0.0183 memory: 18413 grad_norm: 3.7194 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8901 loss: 0.8901 2022/08/11 06:47:03 - mmengine - INFO - Epoch(train) [32][1060/1879] lr: 2.0000e-03 eta: 8:25:30 time: 0.8476 data_time: 0.0183 memory: 18413 grad_norm: 3.7896 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9061 loss: 0.9061 2022/08/11 06:47:20 - mmengine - INFO - Epoch(train) [32][1080/1879] lr: 2.0000e-03 eta: 8:25:12 time: 0.8540 data_time: 0.0193 memory: 18413 grad_norm: 3.8446 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.9138 loss: 0.9138 2022/08/11 06:47:37 - mmengine - INFO - Epoch(train) [32][1100/1879] lr: 2.0000e-03 eta: 8:24:55 time: 0.8524 data_time: 0.0177 memory: 18413 grad_norm: 3.8423 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.0224 loss: 1.0224 2022/08/11 06:47:54 - mmengine - INFO - Epoch(train) [32][1120/1879] lr: 2.0000e-03 eta: 8:24:37 time: 0.8677 data_time: 0.0203 memory: 18413 grad_norm: 3.8295 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.9161 loss: 0.9161 2022/08/11 06:48:11 - mmengine - INFO - Epoch(train) [32][1140/1879] lr: 2.0000e-03 eta: 8:24:19 time: 0.8575 data_time: 0.0191 memory: 18413 grad_norm: 3.8902 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.9047 loss: 0.9047 2022/08/11 06:48:28 - mmengine - INFO - Epoch(train) [32][1160/1879] lr: 2.0000e-03 eta: 8:24:01 time: 0.8470 data_time: 0.0178 memory: 18413 grad_norm: 3.7307 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8461 loss: 0.8461 2022/08/11 06:48:45 - mmengine - INFO - Epoch(train) [32][1180/1879] lr: 2.0000e-03 eta: 8:23:44 time: 0.8473 data_time: 0.0188 memory: 18413 grad_norm: 3.8418 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.8343 loss: 0.8343 2022/08/11 06:49:03 - mmengine - INFO - Epoch(train) [32][1200/1879] lr: 2.0000e-03 eta: 8:23:26 time: 0.8618 data_time: 0.0176 memory: 18413 grad_norm: 3.8486 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8621 loss: 0.8621 2022/08/11 06:49:20 - mmengine - INFO - Epoch(train) [32][1220/1879] lr: 2.0000e-03 eta: 8:23:08 time: 0.8509 data_time: 0.0195 memory: 18413 grad_norm: 3.7525 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 0.8376 loss: 0.8376 2022/08/11 06:49:37 - mmengine - INFO - Epoch(train) [32][1240/1879] lr: 2.0000e-03 eta: 8:22:50 time: 0.8630 data_time: 0.0163 memory: 18413 grad_norm: 3.7071 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7600 loss: 0.7600 2022/08/11 06:49:54 - mmengine - INFO - Epoch(train) [32][1260/1879] lr: 2.0000e-03 eta: 8:22:33 time: 0.8498 data_time: 0.0189 memory: 18413 grad_norm: 3.8847 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.1897 loss: 1.1897 2022/08/11 06:50:11 - mmengine - INFO - Epoch(train) [32][1280/1879] lr: 2.0000e-03 eta: 8:22:15 time: 0.8560 data_time: 0.0182 memory: 18413 grad_norm: 3.8009 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.0406 loss: 1.0406 2022/08/11 06:50:28 - mmengine - INFO - Epoch(train) [32][1300/1879] lr: 2.0000e-03 eta: 8:21:57 time: 0.8759 data_time: 0.0287 memory: 18413 grad_norm: 3.7306 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7708 loss: 0.7708 2022/08/11 06:50:45 - mmengine - INFO - Epoch(train) [32][1320/1879] lr: 2.0000e-03 eta: 8:21:40 time: 0.8444 data_time: 0.0175 memory: 18413 grad_norm: 3.8810 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.9299 loss: 0.9299 2022/08/11 06:51:02 - mmengine - INFO - Epoch(train) [32][1340/1879] lr: 2.0000e-03 eta: 8:21:22 time: 0.8490 data_time: 0.0169 memory: 18413 grad_norm: 3.7993 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.9547 loss: 0.9547 2022/08/11 06:51:20 - mmengine - INFO - Epoch(train) [32][1360/1879] lr: 2.0000e-03 eta: 8:21:04 time: 0.8581 data_time: 0.0193 memory: 18413 grad_norm: 3.8230 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.9818 loss: 0.9818 2022/08/11 06:51:37 - mmengine - INFO - Epoch(train) [32][1380/1879] lr: 2.0000e-03 eta: 8:20:46 time: 0.8549 data_time: 0.0173 memory: 18413 grad_norm: 3.8675 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.9203 loss: 0.9203 2022/08/11 06:51:54 - mmengine - INFO - Epoch(train) [32][1400/1879] lr: 2.0000e-03 eta: 8:20:28 time: 0.8498 data_time: 0.0200 memory: 18413 grad_norm: 3.9904 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.0154 loss: 1.0154 2022/08/11 06:52:11 - mmengine - INFO - Epoch(train) [32][1420/1879] lr: 2.0000e-03 eta: 8:20:11 time: 0.8548 data_time: 0.0183 memory: 18413 grad_norm: 3.7857 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.9688 loss: 0.9688 2022/08/11 06:52:28 - mmengine - INFO - Epoch(train) [32][1440/1879] lr: 2.0000e-03 eta: 8:19:53 time: 0.8485 data_time: 0.0173 memory: 18413 grad_norm: 3.7962 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6975 loss: 0.6975 2022/08/11 06:52:45 - mmengine - INFO - Epoch(train) [32][1460/1879] lr: 2.0000e-03 eta: 8:19:35 time: 0.8588 data_time: 0.0246 memory: 18413 grad_norm: 3.9552 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8548 loss: 0.8548 2022/08/11 06:53:02 - mmengine - INFO - Epoch(train) [32][1480/1879] lr: 2.0000e-03 eta: 8:19:17 time: 0.8526 data_time: 0.0185 memory: 18413 grad_norm: 3.8578 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7702 loss: 0.7702 2022/08/11 06:53:19 - mmengine - INFO - Epoch(train) [32][1500/1879] lr: 2.0000e-03 eta: 8:19:00 time: 0.8529 data_time: 0.0181 memory: 18413 grad_norm: 3.7799 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8420 loss: 0.8420 2022/08/11 06:53:36 - mmengine - INFO - Epoch(train) [32][1520/1879] lr: 2.0000e-03 eta: 8:18:42 time: 0.8575 data_time: 0.0173 memory: 18413 grad_norm: 3.7765 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8277 loss: 0.8277 2022/08/11 06:53:53 - mmengine - INFO - Epoch(train) [32][1540/1879] lr: 2.0000e-03 eta: 8:18:24 time: 0.8513 data_time: 0.0190 memory: 18413 grad_norm: 3.8055 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 0.9470 loss: 0.9470 2022/08/11 06:54:10 - mmengine - INFO - Epoch(train) [32][1560/1879] lr: 2.0000e-03 eta: 8:18:06 time: 0.8549 data_time: 0.0164 memory: 18413 grad_norm: 3.7952 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.8878 loss: 0.8878 2022/08/11 06:54:27 - mmengine - INFO - Epoch(train) [32][1580/1879] lr: 2.0000e-03 eta: 8:17:49 time: 0.8513 data_time: 0.0200 memory: 18413 grad_norm: 3.7792 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9672 loss: 0.9672 2022/08/11 06:54:44 - mmengine - INFO - Epoch(train) [32][1600/1879] lr: 2.0000e-03 eta: 8:17:31 time: 0.8540 data_time: 0.0188 memory: 18413 grad_norm: 3.7921 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.9806 loss: 0.9806 2022/08/11 06:55:02 - mmengine - INFO - Epoch(train) [32][1620/1879] lr: 2.0000e-03 eta: 8:17:13 time: 0.8576 data_time: 0.0193 memory: 18413 grad_norm: 3.7641 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.8032 loss: 0.8032 2022/08/11 06:55:20 - mmengine - INFO - Epoch(train) [32][1640/1879] lr: 2.0000e-03 eta: 8:16:56 time: 0.9042 data_time: 0.0730 memory: 18413 grad_norm: 3.8218 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9581 loss: 0.9581 2022/08/11 06:55:37 - mmengine - INFO - Epoch(train) [32][1660/1879] lr: 2.0000e-03 eta: 8:16:38 time: 0.8495 data_time: 0.0182 memory: 18413 grad_norm: 3.8340 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.9892 loss: 0.9892 2022/08/11 06:55:54 - mmengine - INFO - Epoch(train) [32][1680/1879] lr: 2.0000e-03 eta: 8:16:20 time: 0.8503 data_time: 0.0183 memory: 18413 grad_norm: 3.9577 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.9468 loss: 0.9468 2022/08/11 06:56:12 - mmengine - INFO - Epoch(train) [32][1700/1879] lr: 2.0000e-03 eta: 8:16:03 time: 0.9284 data_time: 0.0177 memory: 18413 grad_norm: 3.7115 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.8265 loss: 0.8265 2022/08/11 06:56:29 - mmengine - INFO - Epoch(train) [32][1720/1879] lr: 2.0000e-03 eta: 8:15:46 time: 0.8553 data_time: 0.0258 memory: 18413 grad_norm: 3.9248 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9845 loss: 0.9845 2022/08/11 06:56:46 - mmengine - INFO - Epoch(train) [32][1740/1879] lr: 2.0000e-03 eta: 8:15:28 time: 0.8526 data_time: 0.0185 memory: 18413 grad_norm: 3.8947 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.8526 loss: 0.8526 2022/08/11 06:56:56 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 06:57:04 - mmengine - INFO - Epoch(train) [32][1760/1879] lr: 2.0000e-03 eta: 8:15:10 time: 0.8561 data_time: 0.0185 memory: 18413 grad_norm: 3.9100 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 0.8868 loss: 0.8868 2022/08/11 06:57:23 - mmengine - INFO - Epoch(train) [32][1780/1879] lr: 2.0000e-03 eta: 8:14:54 time: 0.9626 data_time: 0.0176 memory: 18413 grad_norm: 3.7320 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7512 loss: 0.7512 2022/08/11 06:57:40 - mmengine - INFO - Epoch(train) [32][1800/1879] lr: 2.0000e-03 eta: 8:14:36 time: 0.8538 data_time: 0.0178 memory: 18413 grad_norm: 3.8408 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.1067 loss: 1.1067 2022/08/11 06:57:57 - mmengine - INFO - Epoch(train) [32][1820/1879] lr: 2.0000e-03 eta: 8:14:18 time: 0.8587 data_time: 0.0225 memory: 18413 grad_norm: 3.9422 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.9977 loss: 0.9977 2022/08/11 06:58:14 - mmengine - INFO - Epoch(train) [32][1840/1879] lr: 2.0000e-03 eta: 8:14:00 time: 0.8467 data_time: 0.0213 memory: 18413 grad_norm: 3.8354 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9833 loss: 0.9833 2022/08/11 06:58:31 - mmengine - INFO - Epoch(train) [32][1860/1879] lr: 2.0000e-03 eta: 8:13:43 time: 0.8448 data_time: 0.0154 memory: 18413 grad_norm: 3.8524 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7841 loss: 0.7841 2022/08/11 06:58:47 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 06:58:47 - mmengine - INFO - Epoch(train) [32][1879/1879] lr: 2.0000e-03 eta: 8:13:43 time: 0.8278 data_time: 0.0171 memory: 18413 grad_norm: 3.8969 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 0.8810 loss: 0.8810 2022/08/11 06:59:01 - mmengine - INFO - Epoch(val) [32][20/155] eta: 0:01:34 time: 0.7006 data_time: 0.4597 memory: 2590 2022/08/11 06:59:10 - mmengine - INFO - Epoch(val) [32][40/155] eta: 0:00:55 time: 0.4792 data_time: 0.2404 memory: 2590 2022/08/11 06:59:21 - mmengine - INFO - Epoch(val) [32][60/155] eta: 0:00:52 time: 0.5475 data_time: 0.3094 memory: 2590 2022/08/11 06:59:30 - mmengine - INFO - Epoch(val) [32][80/155] eta: 0:00:32 time: 0.4337 data_time: 0.1959 memory: 2590 2022/08/11 06:59:40 - mmengine - INFO - Epoch(val) [32][100/155] eta: 0:00:28 time: 0.5163 data_time: 0.2708 memory: 2590 2022/08/11 06:59:49 - mmengine - INFO - Epoch(val) [32][120/155] eta: 0:00:15 time: 0.4373 data_time: 0.2009 memory: 2590 2022/08/11 07:00:02 - mmengine - INFO - Epoch(val) [32][140/155] eta: 0:00:09 time: 0.6299 data_time: 0.3911 memory: 2590 2022/08/11 07:00:32 - mmengine - INFO - Epoch(val) [32][155/155] acc/top1: 0.7190 acc/top5: 0.9036 acc/mean1: 0.7189 2022/08/11 07:00:32 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_31.pth is removed 2022/08/11 07:00:34 - mmengine - INFO - The best checkpoint with 0.7190 acc/top1 at 33 epoch is saved to best_acc/top1_epoch_33.pth. 2022/08/11 07:00:58 - mmengine - INFO - Epoch(train) [33][20/1879] lr: 2.0000e-03 eta: 8:13:03 time: 1.2183 data_time: 0.3822 memory: 18413 grad_norm: 3.8733 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8129 loss: 0.8129 2022/08/11 07:01:15 - mmengine - INFO - Epoch(train) [33][40/1879] lr: 2.0000e-03 eta: 8:12:45 time: 0.8488 data_time: 0.0187 memory: 18413 grad_norm: 3.7377 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 0.8972 loss: 0.8972 2022/08/11 07:01:32 - mmengine - INFO - Epoch(train) [33][60/1879] lr: 2.0000e-03 eta: 8:12:27 time: 0.8446 data_time: 0.0176 memory: 18413 grad_norm: 3.7329 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8971 loss: 0.8971 2022/08/11 07:01:49 - mmengine - INFO - Epoch(train) [33][80/1879] lr: 2.0000e-03 eta: 8:12:10 time: 0.8489 data_time: 0.0190 memory: 18413 grad_norm: 3.8368 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0919 loss: 1.0919 2022/08/11 07:02:06 - mmengine - INFO - Epoch(train) [33][100/1879] lr: 2.0000e-03 eta: 8:11:52 time: 0.8502 data_time: 0.0161 memory: 18413 grad_norm: 3.6923 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.9187 loss: 0.9187 2022/08/11 07:02:23 - mmengine - INFO - Epoch(train) [33][120/1879] lr: 2.0000e-03 eta: 8:11:34 time: 0.8521 data_time: 0.0189 memory: 18413 grad_norm: 3.6747 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.0600 loss: 1.0600 2022/08/11 07:02:40 - mmengine - INFO - Epoch(train) [33][140/1879] lr: 2.0000e-03 eta: 8:11:16 time: 0.8438 data_time: 0.0165 memory: 18413 grad_norm: 3.8690 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8603 loss: 0.8603 2022/08/11 07:02:57 - mmengine - INFO - Epoch(train) [33][160/1879] lr: 2.0000e-03 eta: 8:10:58 time: 0.8529 data_time: 0.0196 memory: 18413 grad_norm: 3.7126 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 0.8389 loss: 0.8389 2022/08/11 07:03:14 - mmengine - INFO - Epoch(train) [33][180/1879] lr: 2.0000e-03 eta: 8:10:41 time: 0.8529 data_time: 0.0176 memory: 18413 grad_norm: 3.8791 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.0840 loss: 1.0840 2022/08/11 07:03:31 - mmengine - INFO - Epoch(train) [33][200/1879] lr: 2.0000e-03 eta: 8:10:23 time: 0.8542 data_time: 0.0182 memory: 18413 grad_norm: 3.7634 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.8419 loss: 0.8419 2022/08/11 07:03:50 - mmengine - INFO - Epoch(train) [33][220/1879] lr: 2.0000e-03 eta: 8:10:06 time: 0.9473 data_time: 0.0178 memory: 18413 grad_norm: 3.8088 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.9694 loss: 0.9694 2022/08/11 07:04:07 - mmengine - INFO - Epoch(train) [33][240/1879] lr: 2.0000e-03 eta: 8:09:49 time: 0.8656 data_time: 0.0201 memory: 18413 grad_norm: 3.7729 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8075 loss: 0.8075 2022/08/11 07:04:24 - mmengine - INFO - Epoch(train) [33][260/1879] lr: 2.0000e-03 eta: 8:09:31 time: 0.8497 data_time: 0.0161 memory: 18413 grad_norm: 3.8860 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.0138 loss: 1.0138 2022/08/11 07:04:41 - mmengine - INFO - Epoch(train) [33][280/1879] lr: 2.0000e-03 eta: 8:09:13 time: 0.8562 data_time: 0.0188 memory: 18413 grad_norm: 3.8423 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9177 loss: 0.9177 2022/08/11 07:04:59 - mmengine - INFO - Epoch(train) [33][300/1879] lr: 2.0000e-03 eta: 8:08:55 time: 0.8627 data_time: 0.0187 memory: 18413 grad_norm: 3.8349 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.7673 loss: 0.7673 2022/08/11 07:05:16 - mmengine - INFO - Epoch(train) [33][320/1879] lr: 2.0000e-03 eta: 8:08:38 time: 0.8728 data_time: 0.0198 memory: 18413 grad_norm: 3.7925 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8294 loss: 0.8294 2022/08/11 07:05:35 - mmengine - INFO - Epoch(train) [33][340/1879] lr: 2.0000e-03 eta: 8:08:21 time: 0.9582 data_time: 0.1115 memory: 18413 grad_norm: 3.8816 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9132 loss: 0.9132 2022/08/11 07:05:52 - mmengine - INFO - Epoch(train) [33][360/1879] lr: 2.0000e-03 eta: 8:08:04 time: 0.8514 data_time: 0.0189 memory: 18413 grad_norm: 3.8365 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.8812 loss: 0.8812 2022/08/11 07:06:09 - mmengine - INFO - Epoch(train) [33][380/1879] lr: 2.0000e-03 eta: 8:07:46 time: 0.8537 data_time: 0.0190 memory: 18413 grad_norm: 3.7917 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7036 loss: 0.7036 2022/08/11 07:06:26 - mmengine - INFO - Epoch(train) [33][400/1879] lr: 2.0000e-03 eta: 8:07:28 time: 0.8560 data_time: 0.0175 memory: 18413 grad_norm: 3.9366 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 1.0131 loss: 1.0131 2022/08/11 07:06:43 - mmengine - INFO - Epoch(train) [33][420/1879] lr: 2.0000e-03 eta: 8:07:10 time: 0.8483 data_time: 0.0182 memory: 18413 grad_norm: 3.7992 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9659 loss: 0.9659 2022/08/11 07:07:01 - mmengine - INFO - Epoch(train) [33][440/1879] lr: 2.0000e-03 eta: 8:06:53 time: 0.8522 data_time: 0.0205 memory: 18413 grad_norm: 3.9662 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8856 loss: 0.8856 2022/08/11 07:07:18 - mmengine - INFO - Epoch(train) [33][460/1879] lr: 2.0000e-03 eta: 8:06:35 time: 0.8516 data_time: 0.0187 memory: 18413 grad_norm: 3.7457 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.9046 loss: 0.9046 2022/08/11 07:07:34 - mmengine - INFO - Epoch(train) [33][480/1879] lr: 2.0000e-03 eta: 8:06:17 time: 0.8467 data_time: 0.0186 memory: 18413 grad_norm: 3.9592 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7702 loss: 0.7702 2022/08/11 07:07:52 - mmengine - INFO - Epoch(train) [33][500/1879] lr: 2.0000e-03 eta: 8:06:00 time: 0.8762 data_time: 0.0176 memory: 18413 grad_norm: 3.9024 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8879 loss: 0.8879 2022/08/11 07:08:09 - mmengine - INFO - Epoch(train) [33][520/1879] lr: 2.0000e-03 eta: 8:05:42 time: 0.8519 data_time: 0.0174 memory: 18413 grad_norm: 3.8544 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8234 loss: 0.8234 2022/08/11 07:08:26 - mmengine - INFO - Epoch(train) [33][540/1879] lr: 2.0000e-03 eta: 8:05:24 time: 0.8511 data_time: 0.0195 memory: 18413 grad_norm: 3.7969 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9343 loss: 0.9343 2022/08/11 07:08:43 - mmengine - INFO - Epoch(train) [33][560/1879] lr: 2.0000e-03 eta: 8:05:06 time: 0.8508 data_time: 0.0192 memory: 18413 grad_norm: 3.7524 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8049 loss: 0.8049 2022/08/11 07:09:00 - mmengine - INFO - Epoch(train) [33][580/1879] lr: 2.0000e-03 eta: 8:04:48 time: 0.8481 data_time: 0.0170 memory: 18413 grad_norm: 3.8595 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8241 loss: 0.8241 2022/08/11 07:09:17 - mmengine - INFO - Epoch(train) [33][600/1879] lr: 2.0000e-03 eta: 8:04:31 time: 0.8500 data_time: 0.0179 memory: 18413 grad_norm: 3.9020 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 0.8919 loss: 0.8919 2022/08/11 07:09:34 - mmengine - INFO - Epoch(train) [33][620/1879] lr: 2.0000e-03 eta: 8:04:13 time: 0.8603 data_time: 0.0198 memory: 18413 grad_norm: 3.9162 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.9629 loss: 0.9629 2022/08/11 07:09:51 - mmengine - INFO - Epoch(train) [33][640/1879] lr: 2.0000e-03 eta: 8:03:55 time: 0.8530 data_time: 0.0195 memory: 18413 grad_norm: 3.9715 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9318 loss: 0.9318 2022/08/11 07:10:09 - mmengine - INFO - Epoch(train) [33][660/1879] lr: 2.0000e-03 eta: 8:03:38 time: 0.8665 data_time: 0.0189 memory: 18413 grad_norm: 3.8872 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 0.9486 loss: 0.9486 2022/08/11 07:10:26 - mmengine - INFO - Epoch(train) [33][680/1879] lr: 2.0000e-03 eta: 8:03:20 time: 0.8798 data_time: 0.0397 memory: 18413 grad_norm: 3.8260 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8318 loss: 0.8318 2022/08/11 07:10:43 - mmengine - INFO - Epoch(train) [33][700/1879] lr: 2.0000e-03 eta: 8:03:02 time: 0.8478 data_time: 0.0183 memory: 18413 grad_norm: 3.9069 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.9037 loss: 0.9037 2022/08/11 07:11:00 - mmengine - INFO - Epoch(train) [33][720/1879] lr: 2.0000e-03 eta: 8:02:45 time: 0.8561 data_time: 0.0198 memory: 18413 grad_norm: 3.9451 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.9112 loss: 0.9112 2022/08/11 07:11:17 - mmengine - INFO - Epoch(train) [33][740/1879] lr: 2.0000e-03 eta: 8:02:27 time: 0.8517 data_time: 0.0176 memory: 18413 grad_norm: 3.9288 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.9632 loss: 0.9632 2022/08/11 07:11:34 - mmengine - INFO - Epoch(train) [33][760/1879] lr: 2.0000e-03 eta: 8:02:09 time: 0.8454 data_time: 0.0177 memory: 18413 grad_norm: 3.8127 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.8641 loss: 0.8641 2022/08/11 07:11:51 - mmengine - INFO - Epoch(train) [33][780/1879] lr: 2.0000e-03 eta: 8:01:51 time: 0.8498 data_time: 0.0193 memory: 18413 grad_norm: 3.7445 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8747 loss: 0.8747 2022/08/11 07:12:08 - mmengine - INFO - Epoch(train) [33][800/1879] lr: 2.0000e-03 eta: 8:01:34 time: 0.8538 data_time: 0.0184 memory: 18413 grad_norm: 3.9563 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.9680 loss: 0.9680 2022/08/11 07:12:25 - mmengine - INFO - Epoch(train) [33][820/1879] lr: 2.0000e-03 eta: 8:01:16 time: 0.8508 data_time: 0.0185 memory: 18413 grad_norm: 3.8695 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 0.8649 loss: 0.8649 2022/08/11 07:12:42 - mmengine - INFO - Epoch(train) [33][840/1879] lr: 2.0000e-03 eta: 8:00:58 time: 0.8497 data_time: 0.0196 memory: 18413 grad_norm: 3.7965 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7937 loss: 0.7937 2022/08/11 07:13:00 - mmengine - INFO - Epoch(train) [33][860/1879] lr: 2.0000e-03 eta: 8:00:40 time: 0.8575 data_time: 0.0169 memory: 18413 grad_norm: 3.8651 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8975 loss: 0.8975 2022/08/11 07:13:10 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 07:13:17 - mmengine - INFO - Epoch(train) [33][880/1879] lr: 2.0000e-03 eta: 8:00:23 time: 0.8442 data_time: 0.0185 memory: 18413 grad_norm: 3.9940 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 0.8958 loss: 0.8958 2022/08/11 07:13:33 - mmengine - INFO - Epoch(train) [33][900/1879] lr: 2.0000e-03 eta: 8:00:05 time: 0.8463 data_time: 0.0201 memory: 18413 grad_norm: 3.9138 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8729 loss: 0.8729 2022/08/11 07:13:50 - mmengine - INFO - Epoch(train) [33][920/1879] lr: 2.0000e-03 eta: 7:59:47 time: 0.8518 data_time: 0.0177 memory: 18413 grad_norm: 3.8998 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8352 loss: 0.8352 2022/08/11 07:14:07 - mmengine - INFO - Epoch(train) [33][940/1879] lr: 2.0000e-03 eta: 7:59:29 time: 0.8484 data_time: 0.0177 memory: 18413 grad_norm: 3.8455 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 0.8840 loss: 0.8840 2022/08/11 07:14:24 - mmengine - INFO - Epoch(train) [33][960/1879] lr: 2.0000e-03 eta: 7:59:11 time: 0.8472 data_time: 0.0190 memory: 18413 grad_norm: 3.7830 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.9475 loss: 0.9475 2022/08/11 07:14:41 - mmengine - INFO - Epoch(train) [33][980/1879] lr: 2.0000e-03 eta: 7:58:54 time: 0.8489 data_time: 0.0198 memory: 18413 grad_norm: 3.8168 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7446 loss: 0.7446 2022/08/11 07:14:58 - mmengine - INFO - Epoch(train) [33][1000/1879] lr: 2.0000e-03 eta: 7:58:36 time: 0.8495 data_time: 0.0179 memory: 18413 grad_norm: 3.8728 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9474 loss: 0.9474 2022/08/11 07:15:16 - mmengine - INFO - Epoch(train) [33][1020/1879] lr: 2.0000e-03 eta: 7:58:18 time: 0.8550 data_time: 0.0188 memory: 18413 grad_norm: 3.8956 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8648 loss: 0.8648 2022/08/11 07:15:32 - mmengine - INFO - Epoch(train) [33][1040/1879] lr: 2.0000e-03 eta: 7:58:00 time: 0.8472 data_time: 0.0194 memory: 18413 grad_norm: 3.9443 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.7364 loss: 0.7364 2022/08/11 07:15:49 - mmengine - INFO - Epoch(train) [33][1060/1879] lr: 2.0000e-03 eta: 7:57:43 time: 0.8492 data_time: 0.0184 memory: 18413 grad_norm: 3.8146 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8007 loss: 0.8007 2022/08/11 07:16:06 - mmengine - INFO - Epoch(train) [33][1080/1879] lr: 2.0000e-03 eta: 7:57:25 time: 0.8491 data_time: 0.0208 memory: 18413 grad_norm: 3.7904 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8883 loss: 0.8883 2022/08/11 07:16:24 - mmengine - INFO - Epoch(train) [33][1100/1879] lr: 2.0000e-03 eta: 7:57:07 time: 0.8640 data_time: 0.0186 memory: 18413 grad_norm: 3.9456 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8790 loss: 0.8790 2022/08/11 07:16:41 - mmengine - INFO - Epoch(train) [33][1120/1879] lr: 2.0000e-03 eta: 7:56:49 time: 0.8457 data_time: 0.0186 memory: 18413 grad_norm: 3.8281 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9248 loss: 0.9248 2022/08/11 07:16:57 - mmengine - INFO - Epoch(train) [33][1140/1879] lr: 2.0000e-03 eta: 7:56:32 time: 0.8421 data_time: 0.0173 memory: 18413 grad_norm: 3.8906 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 0.8951 loss: 0.8951 2022/08/11 07:17:14 - mmengine - INFO - Epoch(train) [33][1160/1879] lr: 2.0000e-03 eta: 7:56:14 time: 0.8451 data_time: 0.0196 memory: 18413 grad_norm: 3.9132 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.8047 loss: 0.8047 2022/08/11 07:17:31 - mmengine - INFO - Epoch(train) [33][1180/1879] lr: 2.0000e-03 eta: 7:55:56 time: 0.8463 data_time: 0.0189 memory: 18413 grad_norm: 3.9328 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9271 loss: 0.9271 2022/08/11 07:17:49 - mmengine - INFO - Epoch(train) [33][1200/1879] lr: 2.0000e-03 eta: 7:55:38 time: 0.8654 data_time: 0.0401 memory: 18413 grad_norm: 3.8327 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.7988 loss: 0.7988 2022/08/11 07:18:05 - mmengine - INFO - Epoch(train) [33][1220/1879] lr: 2.0000e-03 eta: 7:55:20 time: 0.8408 data_time: 0.0199 memory: 18413 grad_norm: 3.9190 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8792 loss: 0.8792 2022/08/11 07:18:22 - mmengine - INFO - Epoch(train) [33][1240/1879] lr: 2.0000e-03 eta: 7:55:03 time: 0.8401 data_time: 0.0190 memory: 18413 grad_norm: 3.9345 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.7364 loss: 0.7364 2022/08/11 07:18:39 - mmengine - INFO - Epoch(train) [33][1260/1879] lr: 2.0000e-03 eta: 7:54:45 time: 0.8390 data_time: 0.0194 memory: 18413 grad_norm: 4.0191 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.9193 loss: 0.9193 2022/08/11 07:18:56 - mmengine - INFO - Epoch(train) [33][1280/1879] lr: 2.0000e-03 eta: 7:54:27 time: 0.8452 data_time: 0.0196 memory: 18413 grad_norm: 3.9752 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 0.9264 loss: 0.9264 2022/08/11 07:19:13 - mmengine - INFO - Epoch(train) [33][1300/1879] lr: 2.0000e-03 eta: 7:54:09 time: 0.8528 data_time: 0.0181 memory: 18413 grad_norm: 3.9605 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9171 loss: 0.9171 2022/08/11 07:19:30 - mmengine - INFO - Epoch(train) [33][1320/1879] lr: 2.0000e-03 eta: 7:53:51 time: 0.8477 data_time: 0.0182 memory: 18413 grad_norm: 3.9495 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.8677 loss: 0.8677 2022/08/11 07:19:47 - mmengine - INFO - Epoch(train) [33][1340/1879] lr: 2.0000e-03 eta: 7:53:34 time: 0.8462 data_time: 0.0200 memory: 18413 grad_norm: 3.9033 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8680 loss: 0.8680 2022/08/11 07:20:04 - mmengine - INFO - Epoch(train) [33][1360/1879] lr: 2.0000e-03 eta: 7:53:16 time: 0.8481 data_time: 0.0181 memory: 18413 grad_norm: 3.8725 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8487 loss: 0.8487 2022/08/11 07:20:21 - mmengine - INFO - Epoch(train) [33][1380/1879] lr: 2.0000e-03 eta: 7:52:58 time: 0.8764 data_time: 0.0504 memory: 18413 grad_norm: 3.8731 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 0.9116 loss: 0.9116 2022/08/11 07:20:38 - mmengine - INFO - Epoch(train) [33][1400/1879] lr: 2.0000e-03 eta: 7:52:41 time: 0.8424 data_time: 0.0190 memory: 18413 grad_norm: 3.9170 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9988 loss: 0.9988 2022/08/11 07:20:55 - mmengine - INFO - Epoch(train) [33][1420/1879] lr: 2.0000e-03 eta: 7:52:23 time: 0.8431 data_time: 0.0185 memory: 18413 grad_norm: 3.8269 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 0.9800 loss: 0.9800 2022/08/11 07:21:12 - mmengine - INFO - Epoch(train) [33][1440/1879] lr: 2.0000e-03 eta: 7:52:05 time: 0.8492 data_time: 0.0227 memory: 18413 grad_norm: 3.9242 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9643 loss: 0.9643 2022/08/11 07:21:29 - mmengine - INFO - Epoch(train) [33][1460/1879] lr: 2.0000e-03 eta: 7:51:47 time: 0.8501 data_time: 0.0257 memory: 18413 grad_norm: 3.8334 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.8932 loss: 0.8932 2022/08/11 07:21:46 - mmengine - INFO - Epoch(train) [33][1480/1879] lr: 2.0000e-03 eta: 7:51:29 time: 0.8472 data_time: 0.0201 memory: 18413 grad_norm: 3.8231 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8893 loss: 0.8893 2022/08/11 07:22:03 - mmengine - INFO - Epoch(train) [33][1500/1879] lr: 2.0000e-03 eta: 7:51:12 time: 0.8447 data_time: 0.0185 memory: 18413 grad_norm: 3.8114 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 0.9077 loss: 0.9077 2022/08/11 07:22:20 - mmengine - INFO - Epoch(train) [33][1520/1879] lr: 2.0000e-03 eta: 7:50:54 time: 0.8486 data_time: 0.0191 memory: 18413 grad_norm: 3.8715 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.9057 loss: 0.9057 2022/08/11 07:22:37 - mmengine - INFO - Epoch(train) [33][1540/1879] lr: 2.0000e-03 eta: 7:50:36 time: 0.8454 data_time: 0.0182 memory: 18413 grad_norm: 3.9552 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8144 loss: 0.8144 2022/08/11 07:22:54 - mmengine - INFO - Epoch(train) [33][1560/1879] lr: 2.0000e-03 eta: 7:50:18 time: 0.8448 data_time: 0.0204 memory: 18413 grad_norm: 3.8904 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 0.9700 loss: 0.9700 2022/08/11 07:23:11 - mmengine - INFO - Epoch(train) [33][1580/1879] lr: 2.0000e-03 eta: 7:50:00 time: 0.8511 data_time: 0.0178 memory: 18413 grad_norm: 3.7528 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.7589 loss: 0.7589 2022/08/11 07:23:28 - mmengine - INFO - Epoch(train) [33][1600/1879] lr: 2.0000e-03 eta: 7:49:43 time: 0.8403 data_time: 0.0184 memory: 18413 grad_norm: 3.8608 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8382 loss: 0.8382 2022/08/11 07:23:45 - mmengine - INFO - Epoch(train) [33][1620/1879] lr: 2.0000e-03 eta: 7:49:25 time: 0.8468 data_time: 0.0209 memory: 18413 grad_norm: 3.8929 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8440 loss: 0.8440 2022/08/11 07:24:02 - mmengine - INFO - Epoch(train) [33][1640/1879] lr: 2.0000e-03 eta: 7:49:07 time: 0.8478 data_time: 0.0186 memory: 18413 grad_norm: 3.9728 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.9013 loss: 0.9013 2022/08/11 07:24:19 - mmengine - INFO - Epoch(train) [33][1660/1879] lr: 2.0000e-03 eta: 7:48:49 time: 0.8470 data_time: 0.0186 memory: 18413 grad_norm: 3.9612 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 0.9093 loss: 0.9093 2022/08/11 07:24:35 - mmengine - INFO - Epoch(train) [33][1680/1879] lr: 2.0000e-03 eta: 7:48:31 time: 0.8417 data_time: 0.0186 memory: 18413 grad_norm: 3.7297 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 0.7937 loss: 0.7937 2022/08/11 07:24:52 - mmengine - INFO - Epoch(train) [33][1700/1879] lr: 2.0000e-03 eta: 7:48:14 time: 0.8461 data_time: 0.0193 memory: 18413 grad_norm: 3.8559 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7108 loss: 0.7108 2022/08/11 07:25:09 - mmengine - INFO - Epoch(train) [33][1720/1879] lr: 2.0000e-03 eta: 7:47:56 time: 0.8500 data_time: 0.0200 memory: 18413 grad_norm: 3.9575 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8818 loss: 0.8818 2022/08/11 07:25:26 - mmengine - INFO - Epoch(train) [33][1740/1879] lr: 2.0000e-03 eta: 7:47:38 time: 0.8574 data_time: 0.0303 memory: 18413 grad_norm: 3.8078 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 0.8455 loss: 0.8455 2022/08/11 07:25:43 - mmengine - INFO - Epoch(train) [33][1760/1879] lr: 2.0000e-03 eta: 7:47:20 time: 0.8470 data_time: 0.0174 memory: 18413 grad_norm: 3.9136 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.9140 loss: 0.9140 2022/08/11 07:26:00 - mmengine - INFO - Epoch(train) [33][1780/1879] lr: 2.0000e-03 eta: 7:47:03 time: 0.8495 data_time: 0.0180 memory: 18413 grad_norm: 3.9159 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.9547 loss: 0.9547 2022/08/11 07:26:17 - mmengine - INFO - Epoch(train) [33][1800/1879] lr: 2.0000e-03 eta: 7:46:45 time: 0.8424 data_time: 0.0199 memory: 18413 grad_norm: 3.9260 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.7929 loss: 0.7929 2022/08/11 07:26:34 - mmengine - INFO - Epoch(train) [33][1820/1879] lr: 2.0000e-03 eta: 7:46:27 time: 0.8473 data_time: 0.0180 memory: 18413 grad_norm: 3.9659 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9017 loss: 0.9017 2022/08/11 07:26:51 - mmengine - INFO - Epoch(train) [33][1840/1879] lr: 2.0000e-03 eta: 7:46:09 time: 0.8460 data_time: 0.0197 memory: 18413 grad_norm: 3.8901 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.8561 loss: 0.8561 2022/08/11 07:27:08 - mmengine - INFO - Epoch(train) [33][1860/1879] lr: 2.0000e-03 eta: 7:45:52 time: 0.8452 data_time: 0.0178 memory: 18413 grad_norm: 4.1093 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9442 loss: 0.9442 2022/08/11 07:27:18 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 07:27:24 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 07:27:24 - mmengine - INFO - Epoch(train) [33][1879/1879] lr: 2.0000e-03 eta: 7:45:52 time: 0.8193 data_time: 0.0185 memory: 18413 grad_norm: 3.9537 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 0.8891 loss: 0.8891 2022/08/11 07:27:24 - mmengine - INFO - Saving checkpoint at 33 epochs 2022/08/11 07:27:42 - mmengine - INFO - Epoch(val) [33][20/155] eta: 0:01:48 time: 0.8053 data_time: 0.5658 memory: 2590 2022/08/11 07:27:52 - mmengine - INFO - Epoch(val) [33][40/155] eta: 0:00:59 time: 0.5168 data_time: 0.2798 memory: 2590 2022/08/11 07:28:07 - mmengine - INFO - Epoch(val) [33][60/155] eta: 0:01:10 time: 0.7456 data_time: 0.5088 memory: 2590 2022/08/11 07:28:18 - mmengine - INFO - Epoch(val) [33][80/155] eta: 0:00:41 time: 0.5474 data_time: 0.3106 memory: 2590 2022/08/11 07:28:32 - mmengine - INFO - Epoch(val) [33][100/155] eta: 0:00:37 time: 0.6870 data_time: 0.4513 memory: 2590 2022/08/11 07:28:45 - mmengine - INFO - Epoch(val) [33][120/155] eta: 0:00:22 time: 0.6399 data_time: 0.4051 memory: 2590 2022/08/11 07:28:59 - mmengine - INFO - Epoch(val) [33][140/155] eta: 0:00:10 time: 0.7199 data_time: 0.4860 memory: 2590 2022/08/11 07:29:12 - mmengine - INFO - Epoch(val) [33][155/155] acc/top1: 0.7193 acc/top5: 0.9027 acc/mean1: 0.7192 2022/08/11 07:29:12 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_33.pth is removed 2022/08/11 07:29:14 - mmengine - INFO - The best checkpoint with 0.7193 acc/top1 at 34 epoch is saved to best_acc/top1_epoch_34.pth. 2022/08/11 07:29:35 - mmengine - INFO - Epoch(train) [34][20/1879] lr: 2.0000e-03 eta: 7:45:11 time: 1.0671 data_time: 0.2143 memory: 18413 grad_norm: 3.7911 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8332 loss: 0.8332 2022/08/11 07:29:52 - mmengine - INFO - Epoch(train) [34][40/1879] lr: 2.0000e-03 eta: 7:44:53 time: 0.8436 data_time: 0.0174 memory: 18413 grad_norm: 3.8409 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 0.8760 loss: 0.8760 2022/08/11 07:30:10 - mmengine - INFO - Epoch(train) [34][60/1879] lr: 2.0000e-03 eta: 7:44:36 time: 0.9152 data_time: 0.0175 memory: 18413 grad_norm: 3.8309 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8712 loss: 0.8712 2022/08/11 07:30:27 - mmengine - INFO - Epoch(train) [34][80/1879] lr: 2.0000e-03 eta: 7:44:18 time: 0.8452 data_time: 0.0227 memory: 18413 grad_norm: 3.8479 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7896 loss: 0.7896 2022/08/11 07:30:44 - mmengine - INFO - Epoch(train) [34][100/1879] lr: 2.0000e-03 eta: 7:44:00 time: 0.8455 data_time: 0.0164 memory: 18413 grad_norm: 3.8173 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.0503 loss: 1.0503 2022/08/11 07:31:01 - mmengine - INFO - Epoch(train) [34][120/1879] lr: 2.0000e-03 eta: 7:43:43 time: 0.8517 data_time: 0.0227 memory: 18413 grad_norm: 3.8338 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7256 loss: 0.7256 2022/08/11 07:31:18 - mmengine - INFO - Epoch(train) [34][140/1879] lr: 2.0000e-03 eta: 7:43:25 time: 0.8593 data_time: 0.0162 memory: 18413 grad_norm: 3.8092 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8587 loss: 0.8587 2022/08/11 07:31:35 - mmengine - INFO - Epoch(train) [34][160/1879] lr: 2.0000e-03 eta: 7:43:07 time: 0.8509 data_time: 0.0190 memory: 18413 grad_norm: 3.8905 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9411 loss: 0.9411 2022/08/11 07:31:53 - mmengine - INFO - Epoch(train) [34][180/1879] lr: 2.0000e-03 eta: 7:42:50 time: 0.8652 data_time: 0.0304 memory: 18413 grad_norm: 3.8787 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 0.7802 loss: 0.7802 2022/08/11 07:32:10 - mmengine - INFO - Epoch(train) [34][200/1879] lr: 2.0000e-03 eta: 7:42:32 time: 0.8581 data_time: 0.0201 memory: 18413 grad_norm: 3.8387 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.0314 loss: 1.0314 2022/08/11 07:32:27 - mmengine - INFO - Epoch(train) [34][220/1879] lr: 2.0000e-03 eta: 7:42:14 time: 0.8540 data_time: 0.0167 memory: 18413 grad_norm: 3.8150 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7579 loss: 0.7579 2022/08/11 07:32:44 - mmengine - INFO - Epoch(train) [34][240/1879] lr: 2.0000e-03 eta: 7:41:57 time: 0.8503 data_time: 0.0192 memory: 18413 grad_norm: 3.8578 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7975 loss: 0.7975 2022/08/11 07:33:01 - mmengine - INFO - Epoch(train) [34][260/1879] lr: 2.0000e-03 eta: 7:41:39 time: 0.8571 data_time: 0.0190 memory: 18413 grad_norm: 4.0390 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.0105 loss: 1.0105 2022/08/11 07:33:18 - mmengine - INFO - Epoch(train) [34][280/1879] lr: 2.0000e-03 eta: 7:41:21 time: 0.8651 data_time: 0.0268 memory: 18413 grad_norm: 3.9440 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.9312 loss: 0.9312 2022/08/11 07:33:35 - mmengine - INFO - Epoch(train) [34][300/1879] lr: 2.0000e-03 eta: 7:41:04 time: 0.8542 data_time: 0.0150 memory: 18413 grad_norm: 3.9436 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9132 loss: 0.9132 2022/08/11 07:33:52 - mmengine - INFO - Epoch(train) [34][320/1879] lr: 2.0000e-03 eta: 7:40:46 time: 0.8530 data_time: 0.0174 memory: 18413 grad_norm: 3.9554 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8040 loss: 0.8040 2022/08/11 07:34:11 - mmengine - INFO - Epoch(train) [34][340/1879] lr: 2.0000e-03 eta: 7:40:29 time: 0.9279 data_time: 0.0201 memory: 18413 grad_norm: 3.9533 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.8380 loss: 0.8380 2022/08/11 07:34:28 - mmengine - INFO - Epoch(train) [34][360/1879] lr: 2.0000e-03 eta: 7:40:12 time: 0.8656 data_time: 0.0185 memory: 18413 grad_norm: 3.8737 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8896 loss: 0.8896 2022/08/11 07:34:49 - mmengine - INFO - Epoch(train) [34][380/1879] lr: 2.0000e-03 eta: 7:39:56 time: 1.0484 data_time: 0.0170 memory: 18413 grad_norm: 3.8396 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.6732 loss: 0.6732 2022/08/11 07:35:07 - mmengine - INFO - Epoch(train) [34][400/1879] lr: 2.0000e-03 eta: 7:39:38 time: 0.8784 data_time: 0.0214 memory: 18413 grad_norm: 3.9034 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7465 loss: 0.7465 2022/08/11 07:35:25 - mmengine - INFO - Epoch(train) [34][420/1879] lr: 2.0000e-03 eta: 7:39:21 time: 0.8890 data_time: 0.0603 memory: 18413 grad_norm: 4.0200 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.9749 loss: 0.9749 2022/08/11 07:35:42 - mmengine - INFO - Epoch(train) [34][440/1879] lr: 2.0000e-03 eta: 7:39:03 time: 0.8493 data_time: 0.0201 memory: 18413 grad_norm: 3.8858 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7349 loss: 0.7349 2022/08/11 07:35:58 - mmengine - INFO - Epoch(train) [34][460/1879] lr: 2.0000e-03 eta: 7:38:46 time: 0.8449 data_time: 0.0173 memory: 18413 grad_norm: 3.8285 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.9081 loss: 0.9081 2022/08/11 07:36:16 - mmengine - INFO - Epoch(train) [34][480/1879] lr: 2.0000e-03 eta: 7:38:28 time: 0.8507 data_time: 0.0194 memory: 18413 grad_norm: 3.7546 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 0.9695 loss: 0.9695 2022/08/11 07:36:32 - mmengine - INFO - Epoch(train) [34][500/1879] lr: 2.0000e-03 eta: 7:38:10 time: 0.8474 data_time: 0.0198 memory: 18413 grad_norm: 3.9023 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.9575 loss: 0.9575 2022/08/11 07:36:49 - mmengine - INFO - Epoch(train) [34][520/1879] lr: 2.0000e-03 eta: 7:37:52 time: 0.8507 data_time: 0.0205 memory: 18413 grad_norm: 3.8398 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8928 loss: 0.8928 2022/08/11 07:37:06 - mmengine - INFO - Epoch(train) [34][540/1879] lr: 2.0000e-03 eta: 7:37:35 time: 0.8474 data_time: 0.0177 memory: 18413 grad_norm: 3.9870 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.8801 loss: 0.8801 2022/08/11 07:37:23 - mmengine - INFO - Epoch(train) [34][560/1879] lr: 2.0000e-03 eta: 7:37:17 time: 0.8473 data_time: 0.0198 memory: 18413 grad_norm: 4.0296 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8983 loss: 0.8983 2022/08/11 07:37:40 - mmengine - INFO - Epoch(train) [34][580/1879] lr: 2.0000e-03 eta: 7:36:59 time: 0.8465 data_time: 0.0179 memory: 18413 grad_norm: 3.8974 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7737 loss: 0.7737 2022/08/11 07:37:58 - mmengine - INFO - Epoch(train) [34][600/1879] lr: 2.0000e-03 eta: 7:36:41 time: 0.8679 data_time: 0.0194 memory: 18413 grad_norm: 3.7983 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9247 loss: 0.9247 2022/08/11 07:38:15 - mmengine - INFO - Epoch(train) [34][620/1879] lr: 2.0000e-03 eta: 7:36:24 time: 0.8534 data_time: 0.0190 memory: 18413 grad_norm: 3.8106 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9122 loss: 0.9122 2022/08/11 07:38:32 - mmengine - INFO - Epoch(train) [34][640/1879] lr: 2.0000e-03 eta: 7:36:06 time: 0.8577 data_time: 0.0212 memory: 18413 grad_norm: 3.8191 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7943 loss: 0.7943 2022/08/11 07:38:49 - mmengine - INFO - Epoch(train) [34][660/1879] lr: 2.0000e-03 eta: 7:35:48 time: 0.8546 data_time: 0.0186 memory: 18413 grad_norm: 3.9830 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7996 loss: 0.7996 2022/08/11 07:39:06 - mmengine - INFO - Epoch(train) [34][680/1879] lr: 2.0000e-03 eta: 7:35:31 time: 0.8635 data_time: 0.0204 memory: 18413 grad_norm: 3.7626 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7848 loss: 0.7848 2022/08/11 07:39:23 - mmengine - INFO - Epoch(train) [34][700/1879] lr: 2.0000e-03 eta: 7:35:13 time: 0.8573 data_time: 0.0170 memory: 18413 grad_norm: 3.8945 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 0.8274 loss: 0.8274 2022/08/11 07:39:41 - mmengine - INFO - Epoch(train) [34][720/1879] lr: 2.0000e-03 eta: 7:34:56 time: 0.8526 data_time: 0.0206 memory: 18413 grad_norm: 3.7808 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9255 loss: 0.9255 2022/08/11 07:39:58 - mmengine - INFO - Epoch(train) [34][740/1879] lr: 2.0000e-03 eta: 7:34:38 time: 0.8501 data_time: 0.0150 memory: 18413 grad_norm: 4.0035 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9796 loss: 0.9796 2022/08/11 07:40:15 - mmengine - INFO - Epoch(train) [34][760/1879] lr: 2.0000e-03 eta: 7:34:20 time: 0.8505 data_time: 0.0197 memory: 18413 grad_norm: 3.7490 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.9302 loss: 0.9302 2022/08/11 07:40:32 - mmengine - INFO - Epoch(train) [34][780/1879] lr: 2.0000e-03 eta: 7:34:02 time: 0.8562 data_time: 0.0190 memory: 18413 grad_norm: 3.9065 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.0117 loss: 1.0117 2022/08/11 07:40:49 - mmengine - INFO - Epoch(train) [34][800/1879] lr: 2.0000e-03 eta: 7:33:45 time: 0.8440 data_time: 0.0180 memory: 18413 grad_norm: 3.9351 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8335 loss: 0.8335 2022/08/11 07:41:05 - mmengine - INFO - Epoch(train) [34][820/1879] lr: 2.0000e-03 eta: 7:33:27 time: 0.8437 data_time: 0.0198 memory: 18413 grad_norm: 3.9472 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8136 loss: 0.8136 2022/08/11 07:41:23 - mmengine - INFO - Epoch(train) [34][840/1879] lr: 2.0000e-03 eta: 7:33:09 time: 0.8530 data_time: 0.0192 memory: 18413 grad_norm: 3.9335 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8041 loss: 0.8041 2022/08/11 07:41:39 - mmengine - INFO - Epoch(train) [34][860/1879] lr: 2.0000e-03 eta: 7:32:51 time: 0.8469 data_time: 0.0181 memory: 18413 grad_norm: 3.7309 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 0.8323 loss: 0.8323 2022/08/11 07:41:57 - mmengine - INFO - Epoch(train) [34][880/1879] lr: 2.0000e-03 eta: 7:32:34 time: 0.8538 data_time: 0.0198 memory: 18413 grad_norm: 4.0493 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.9000 loss: 0.9000 2022/08/11 07:42:14 - mmengine - INFO - Epoch(train) [34][900/1879] lr: 2.0000e-03 eta: 7:32:16 time: 0.8510 data_time: 0.0175 memory: 18413 grad_norm: 3.8885 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.7811 loss: 0.7811 2022/08/11 07:42:31 - mmengine - INFO - Epoch(train) [34][920/1879] lr: 2.0000e-03 eta: 7:31:58 time: 0.8555 data_time: 0.0186 memory: 18413 grad_norm: 3.9358 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 0.8868 loss: 0.8868 2022/08/11 07:42:49 - mmengine - INFO - Epoch(train) [34][940/1879] lr: 2.0000e-03 eta: 7:31:41 time: 0.9112 data_time: 0.0181 memory: 18413 grad_norm: 3.9037 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8669 loss: 0.8669 2022/08/11 07:43:09 - mmengine - INFO - Epoch(train) [34][960/1879] lr: 2.0000e-03 eta: 7:31:25 time: 0.9982 data_time: 0.0206 memory: 18413 grad_norm: 3.8718 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8868 loss: 0.8868 2022/08/11 07:43:26 - mmengine - INFO - Epoch(train) [34][980/1879] lr: 2.0000e-03 eta: 7:31:07 time: 0.8697 data_time: 0.0193 memory: 18413 grad_norm: 3.9903 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.9321 loss: 0.9321 2022/08/11 07:43:37 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 07:43:45 - mmengine - INFO - Epoch(train) [34][1000/1879] lr: 2.0000e-03 eta: 7:30:50 time: 0.9314 data_time: 0.0178 memory: 18413 grad_norm: 3.8068 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.8771 loss: 0.8771 2022/08/11 07:44:02 - mmengine - INFO - Epoch(train) [34][1020/1879] lr: 2.0000e-03 eta: 7:30:33 time: 0.8658 data_time: 0.0193 memory: 18413 grad_norm: 4.0606 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7634 loss: 0.7634 2022/08/11 07:44:23 - mmengine - INFO - Epoch(train) [34][1040/1879] lr: 2.0000e-03 eta: 7:30:17 time: 1.0163 data_time: 0.0170 memory: 18413 grad_norm: 3.8928 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 0.9588 loss: 0.9588 2022/08/11 07:44:40 - mmengine - INFO - Epoch(train) [34][1060/1879] lr: 2.0000e-03 eta: 7:29:59 time: 0.8553 data_time: 0.0177 memory: 18413 grad_norm: 3.9383 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.8741 loss: 0.8741 2022/08/11 07:45:02 - mmengine - INFO - Epoch(train) [34][1080/1879] lr: 2.0000e-03 eta: 7:29:44 time: 1.1202 data_time: 0.0179 memory: 18413 grad_norm: 4.0805 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8314 loss: 0.8314 2022/08/11 07:45:19 - mmengine - INFO - Epoch(train) [34][1100/1879] lr: 2.0000e-03 eta: 7:29:27 time: 0.8673 data_time: 0.0288 memory: 18413 grad_norm: 3.9160 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8557 loss: 0.8557 2022/08/11 07:45:37 - mmengine - INFO - Epoch(train) [34][1120/1879] lr: 2.0000e-03 eta: 7:29:09 time: 0.8696 data_time: 0.0189 memory: 18413 grad_norm: 3.7580 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8423 loss: 0.8423 2022/08/11 07:45:55 - mmengine - INFO - Epoch(train) [34][1140/1879] lr: 2.0000e-03 eta: 7:28:52 time: 0.9251 data_time: 0.0490 memory: 18413 grad_norm: 3.9525 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9600 loss: 0.9600 2022/08/11 07:46:13 - mmengine - INFO - Epoch(train) [34][1160/1879] lr: 2.0000e-03 eta: 7:28:34 time: 0.8581 data_time: 0.0190 memory: 18413 grad_norm: 3.9600 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9279 loss: 0.9279 2022/08/11 07:46:30 - mmengine - INFO - Epoch(train) [34][1180/1879] lr: 2.0000e-03 eta: 7:28:17 time: 0.8595 data_time: 0.0163 memory: 18413 grad_norm: 3.9666 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9008 loss: 0.9008 2022/08/11 07:46:47 - mmengine - INFO - Epoch(train) [34][1200/1879] lr: 2.0000e-03 eta: 7:27:59 time: 0.8550 data_time: 0.0198 memory: 18413 grad_norm: 3.9378 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8722 loss: 0.8722 2022/08/11 07:47:04 - mmengine - INFO - Epoch(train) [34][1220/1879] lr: 2.0000e-03 eta: 7:27:42 time: 0.8727 data_time: 0.0246 memory: 18413 grad_norm: 3.8275 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7600 loss: 0.7600 2022/08/11 07:47:25 - mmengine - INFO - Epoch(train) [34][1240/1879] lr: 2.0000e-03 eta: 7:27:26 time: 1.0369 data_time: 0.0175 memory: 18413 grad_norm: 3.8757 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8281 loss: 0.8281 2022/08/11 07:47:43 - mmengine - INFO - Epoch(train) [34][1260/1879] lr: 2.0000e-03 eta: 7:27:09 time: 0.9108 data_time: 0.0190 memory: 18413 grad_norm: 3.9175 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.9046 loss: 0.9046 2022/08/11 07:48:00 - mmengine - INFO - Epoch(train) [34][1280/1879] lr: 2.0000e-03 eta: 7:26:51 time: 0.8536 data_time: 0.0194 memory: 18413 grad_norm: 3.9692 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8134 loss: 0.8134 2022/08/11 07:48:17 - mmengine - INFO - Epoch(train) [34][1300/1879] lr: 2.0000e-03 eta: 7:26:33 time: 0.8502 data_time: 0.0186 memory: 18413 grad_norm: 3.9499 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8425 loss: 0.8425 2022/08/11 07:48:34 - mmengine - INFO - Epoch(train) [34][1320/1879] lr: 2.0000e-03 eta: 7:26:15 time: 0.8497 data_time: 0.0181 memory: 18413 grad_norm: 3.8947 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8382 loss: 0.8382 2022/08/11 07:48:52 - mmengine - INFO - Epoch(train) [34][1340/1879] lr: 2.0000e-03 eta: 7:25:58 time: 0.8583 data_time: 0.0196 memory: 18413 grad_norm: 3.8044 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.7888 loss: 0.7888 2022/08/11 07:49:09 - mmengine - INFO - Epoch(train) [34][1360/1879] lr: 2.0000e-03 eta: 7:25:40 time: 0.8542 data_time: 0.0191 memory: 18413 grad_norm: 3.9028 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.9250 loss: 0.9250 2022/08/11 07:49:26 - mmengine - INFO - Epoch(train) [34][1380/1879] lr: 2.0000e-03 eta: 7:25:22 time: 0.8516 data_time: 0.0171 memory: 18413 grad_norm: 3.8297 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 0.8769 loss: 0.8769 2022/08/11 07:49:43 - mmengine - INFO - Epoch(train) [34][1400/1879] lr: 2.0000e-03 eta: 7:25:05 time: 0.8566 data_time: 0.0208 memory: 18413 grad_norm: 3.8833 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.9384 loss: 0.9384 2022/08/11 07:50:00 - mmengine - INFO - Epoch(train) [34][1420/1879] lr: 2.0000e-03 eta: 7:24:47 time: 0.8492 data_time: 0.0183 memory: 18413 grad_norm: 3.7830 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8176 loss: 0.8176 2022/08/11 07:50:17 - mmengine - INFO - Epoch(train) [34][1440/1879] lr: 2.0000e-03 eta: 7:24:29 time: 0.8617 data_time: 0.0194 memory: 18413 grad_norm: 4.0686 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8911 loss: 0.8911 2022/08/11 07:50:34 - mmengine - INFO - Epoch(train) [34][1460/1879] lr: 2.0000e-03 eta: 7:24:12 time: 0.8659 data_time: 0.0180 memory: 18413 grad_norm: 3.8320 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7844 loss: 0.7844 2022/08/11 07:50:51 - mmengine - INFO - Epoch(train) [34][1480/1879] lr: 2.0000e-03 eta: 7:23:54 time: 0.8513 data_time: 0.0191 memory: 18413 grad_norm: 4.0019 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7371 loss: 0.7371 2022/08/11 07:51:09 - mmengine - INFO - Epoch(train) [34][1500/1879] lr: 2.0000e-03 eta: 7:23:36 time: 0.8572 data_time: 0.0196 memory: 18413 grad_norm: 4.1126 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0332 loss: 1.0332 2022/08/11 07:51:26 - mmengine - INFO - Epoch(train) [34][1520/1879] lr: 2.0000e-03 eta: 7:23:19 time: 0.8522 data_time: 0.0200 memory: 18413 grad_norm: 4.1345 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9277 loss: 0.9277 2022/08/11 07:51:43 - mmengine - INFO - Epoch(train) [34][1540/1879] lr: 2.0000e-03 eta: 7:23:01 time: 0.8527 data_time: 0.0183 memory: 18413 grad_norm: 3.8759 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8328 loss: 0.8328 2022/08/11 07:52:00 - mmengine - INFO - Epoch(train) [34][1560/1879] lr: 2.0000e-03 eta: 7:22:43 time: 0.8479 data_time: 0.0154 memory: 18413 grad_norm: 3.9538 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.7572 loss: 0.7572 2022/08/11 07:52:17 - mmengine - INFO - Epoch(train) [34][1580/1879] lr: 2.0000e-03 eta: 7:22:26 time: 0.8518 data_time: 0.0188 memory: 18413 grad_norm: 3.9199 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8617 loss: 0.8617 2022/08/11 07:52:34 - mmengine - INFO - Epoch(train) [34][1600/1879] lr: 2.0000e-03 eta: 7:22:08 time: 0.8514 data_time: 0.0189 memory: 18413 grad_norm: 3.9761 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.8874 loss: 0.8874 2022/08/11 07:52:51 - mmengine - INFO - Epoch(train) [34][1620/1879] lr: 2.0000e-03 eta: 7:21:50 time: 0.8530 data_time: 0.0211 memory: 18413 grad_norm: 3.9215 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.9325 loss: 0.9325 2022/08/11 07:53:08 - mmengine - INFO - Epoch(train) [34][1640/1879] lr: 2.0000e-03 eta: 7:21:33 time: 0.8559 data_time: 0.0179 memory: 18413 grad_norm: 3.8636 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.9269 loss: 0.9269 2022/08/11 07:53:25 - mmengine - INFO - Epoch(train) [34][1660/1879] lr: 2.0000e-03 eta: 7:21:15 time: 0.8578 data_time: 0.0189 memory: 18413 grad_norm: 3.8959 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.9510 loss: 0.9510 2022/08/11 07:53:42 - mmengine - INFO - Epoch(train) [34][1680/1879] lr: 2.0000e-03 eta: 7:20:57 time: 0.8501 data_time: 0.0175 memory: 18413 grad_norm: 3.8944 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.9337 loss: 0.9337 2022/08/11 07:53:59 - mmengine - INFO - Epoch(train) [34][1700/1879] lr: 2.0000e-03 eta: 7:20:39 time: 0.8513 data_time: 0.0209 memory: 18413 grad_norm: 3.9672 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0337 loss: 1.0337 2022/08/11 07:54:16 - mmengine - INFO - Epoch(train) [34][1720/1879] lr: 2.0000e-03 eta: 7:20:22 time: 0.8509 data_time: 0.0166 memory: 18413 grad_norm: 4.1055 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9654 loss: 0.9654 2022/08/11 07:54:33 - mmengine - INFO - Epoch(train) [34][1740/1879] lr: 2.0000e-03 eta: 7:20:04 time: 0.8560 data_time: 0.0206 memory: 18413 grad_norm: 3.8873 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7960 loss: 0.7960 2022/08/11 07:54:50 - mmengine - INFO - Epoch(train) [34][1760/1879] lr: 2.0000e-03 eta: 7:19:46 time: 0.8526 data_time: 0.0206 memory: 18413 grad_norm: 3.9463 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8796 loss: 0.8796 2022/08/11 07:55:08 - mmengine - INFO - Epoch(train) [34][1780/1879] lr: 2.0000e-03 eta: 7:19:29 time: 0.8587 data_time: 0.0185 memory: 18413 grad_norm: 3.9977 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7948 loss: 0.7948 2022/08/11 07:55:25 - mmengine - INFO - Epoch(train) [34][1800/1879] lr: 2.0000e-03 eta: 7:19:11 time: 0.8643 data_time: 0.0301 memory: 18413 grad_norm: 3.9012 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.9278 loss: 0.9278 2022/08/11 07:55:42 - mmengine - INFO - Epoch(train) [34][1820/1879] lr: 2.0000e-03 eta: 7:18:54 time: 0.8567 data_time: 0.0254 memory: 18413 grad_norm: 3.9427 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9092 loss: 0.9092 2022/08/11 07:55:59 - mmengine - INFO - Epoch(train) [34][1840/1879] lr: 2.0000e-03 eta: 7:18:36 time: 0.8555 data_time: 0.0249 memory: 18413 grad_norm: 3.9925 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.8782 loss: 0.8782 2022/08/11 07:56:16 - mmengine - INFO - Epoch(train) [34][1860/1879] lr: 2.0000e-03 eta: 7:18:18 time: 0.8595 data_time: 0.0203 memory: 18413 grad_norm: 4.0154 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.9358 loss: 0.9358 2022/08/11 07:56:32 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 07:56:32 - mmengine - INFO - Epoch(train) [34][1879/1879] lr: 2.0000e-03 eta: 7:18:18 time: 0.8264 data_time: 0.0182 memory: 18413 grad_norm: 4.1132 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8509 loss: 0.8509 2022/08/11 07:56:49 - mmengine - INFO - Epoch(val) [34][20/155] eta: 0:01:58 time: 0.8742 data_time: 0.6355 memory: 2590 2022/08/11 07:56:56 - mmengine - INFO - Epoch(val) [34][40/155] eta: 0:00:39 time: 0.3478 data_time: 0.1107 memory: 2590 2022/08/11 07:57:10 - mmengine - INFO - Epoch(val) [34][60/155] eta: 0:01:06 time: 0.7023 data_time: 0.4659 memory: 2590 2022/08/11 07:57:24 - mmengine - INFO - Epoch(val) [34][80/155] eta: 0:00:51 time: 0.6905 data_time: 0.4544 memory: 2590 2022/08/11 07:57:34 - mmengine - INFO - Epoch(val) [34][100/155] eta: 0:00:25 time: 0.4648 data_time: 0.2282 memory: 2590 2022/08/11 07:57:48 - mmengine - INFO - Epoch(val) [34][120/155] eta: 0:00:25 time: 0.7322 data_time: 0.4961 memory: 2590 2022/08/11 07:57:57 - mmengine - INFO - Epoch(val) [34][140/155] eta: 0:00:06 time: 0.4204 data_time: 0.1847 memory: 2590 2022/08/11 07:58:10 - mmengine - INFO - Epoch(val) [34][155/155] acc/top1: 0.7191 acc/top5: 0.9022 acc/mean1: 0.7189 2022/08/11 07:58:34 - mmengine - INFO - Epoch(train) [35][20/1879] lr: 2.0000e-03 eta: 7:17:39 time: 1.2015 data_time: 0.2818 memory: 18413 grad_norm: 3.8975 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7223 loss: 0.7223 2022/08/11 07:58:51 - mmengine - INFO - Epoch(train) [35][40/1879] lr: 2.0000e-03 eta: 7:17:22 time: 0.8524 data_time: 0.0187 memory: 18413 grad_norm: 3.9306 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7384 loss: 0.7384 2022/08/11 07:59:08 - mmengine - INFO - Epoch(train) [35][60/1879] lr: 2.0000e-03 eta: 7:17:04 time: 0.8506 data_time: 0.0178 memory: 18413 grad_norm: 3.9862 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8724 loss: 0.8724 2022/08/11 07:59:25 - mmengine - INFO - Epoch(train) [35][80/1879] lr: 2.0000e-03 eta: 7:16:46 time: 0.8473 data_time: 0.0174 memory: 18413 grad_norm: 3.9154 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7791 loss: 0.7791 2022/08/11 07:59:42 - mmengine - INFO - Epoch(train) [35][100/1879] lr: 2.0000e-03 eta: 7:16:29 time: 0.8516 data_time: 0.0184 memory: 18413 grad_norm: 3.9994 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.8220 loss: 0.8220 2022/08/11 07:59:54 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 08:00:00 - mmengine - INFO - Epoch(train) [35][120/1879] lr: 2.0000e-03 eta: 7:16:11 time: 0.8512 data_time: 0.0184 memory: 18413 grad_norm: 3.9112 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 0.8287 loss: 0.8287 2022/08/11 08:00:17 - mmengine - INFO - Epoch(train) [35][140/1879] lr: 2.0000e-03 eta: 7:15:53 time: 0.8687 data_time: 0.0280 memory: 18413 grad_norm: 4.0209 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7609 loss: 0.7609 2022/08/11 08:00:34 - mmengine - INFO - Epoch(train) [35][160/1879] lr: 2.0000e-03 eta: 7:15:36 time: 0.8697 data_time: 0.0299 memory: 18413 grad_norm: 3.9014 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1021 loss: 1.1021 2022/08/11 08:00:51 - mmengine - INFO - Epoch(train) [35][180/1879] lr: 2.0000e-03 eta: 7:15:18 time: 0.8594 data_time: 0.0171 memory: 18413 grad_norm: 3.9419 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7279 loss: 0.7279 2022/08/11 08:01:08 - mmengine - INFO - Epoch(train) [35][200/1879] lr: 2.0000e-03 eta: 7:15:01 time: 0.8504 data_time: 0.0171 memory: 18413 grad_norm: 3.8847 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7920 loss: 0.7920 2022/08/11 08:01:26 - mmengine - INFO - Epoch(train) [35][220/1879] lr: 2.0000e-03 eta: 7:14:43 time: 0.8568 data_time: 0.0211 memory: 18413 grad_norm: 3.9413 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8580 loss: 0.8580 2022/08/11 08:01:43 - mmengine - INFO - Epoch(train) [35][240/1879] lr: 2.0000e-03 eta: 7:14:25 time: 0.8479 data_time: 0.0184 memory: 18413 grad_norm: 3.9622 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 0.8399 loss: 0.8399 2022/08/11 08:02:00 - mmengine - INFO - Epoch(train) [35][260/1879] lr: 2.0000e-03 eta: 7:14:08 time: 0.8524 data_time: 0.0194 memory: 18413 grad_norm: 4.0105 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.9334 loss: 0.9334 2022/08/11 08:02:17 - mmengine - INFO - Epoch(train) [35][280/1879] lr: 2.0000e-03 eta: 7:13:50 time: 0.8513 data_time: 0.0187 memory: 18413 grad_norm: 3.9232 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.6785 loss: 0.6785 2022/08/11 08:02:34 - mmengine - INFO - Epoch(train) [35][300/1879] lr: 2.0000e-03 eta: 7:13:32 time: 0.8507 data_time: 0.0183 memory: 18413 grad_norm: 3.9413 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.8133 loss: 0.8133 2022/08/11 08:02:51 - mmengine - INFO - Epoch(train) [35][320/1879] lr: 2.0000e-03 eta: 7:13:14 time: 0.8507 data_time: 0.0181 memory: 18413 grad_norm: 4.0169 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.9016 loss: 0.9016 2022/08/11 08:03:08 - mmengine - INFO - Epoch(train) [35][340/1879] lr: 2.0000e-03 eta: 7:12:57 time: 0.8516 data_time: 0.0179 memory: 18413 grad_norm: 3.9494 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9494 loss: 0.9494 2022/08/11 08:03:25 - mmengine - INFO - Epoch(train) [35][360/1879] lr: 2.0000e-03 eta: 7:12:39 time: 0.8555 data_time: 0.0198 memory: 18413 grad_norm: 4.0078 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9156 loss: 0.9156 2022/08/11 08:03:42 - mmengine - INFO - Epoch(train) [35][380/1879] lr: 2.0000e-03 eta: 7:12:21 time: 0.8496 data_time: 0.0180 memory: 18413 grad_norm: 3.8881 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7310 loss: 0.7310 2022/08/11 08:03:59 - mmengine - INFO - Epoch(train) [35][400/1879] lr: 2.0000e-03 eta: 7:12:04 time: 0.8518 data_time: 0.0196 memory: 18413 grad_norm: 3.9241 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8063 loss: 0.8063 2022/08/11 08:04:16 - mmengine - INFO - Epoch(train) [35][420/1879] lr: 2.0000e-03 eta: 7:11:46 time: 0.8486 data_time: 0.0176 memory: 18413 grad_norm: 3.9287 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8923 loss: 0.8923 2022/08/11 08:04:33 - mmengine - INFO - Epoch(train) [35][440/1879] lr: 2.0000e-03 eta: 7:11:28 time: 0.8542 data_time: 0.0178 memory: 18413 grad_norm: 3.9468 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.9730 loss: 0.9730 2022/08/11 08:04:50 - mmengine - INFO - Epoch(train) [35][460/1879] lr: 2.0000e-03 eta: 7:11:11 time: 0.8639 data_time: 0.0280 memory: 18413 grad_norm: 4.0399 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1205 loss: 1.1205 2022/08/11 08:05:07 - mmengine - INFO - Epoch(train) [35][480/1879] lr: 2.0000e-03 eta: 7:10:53 time: 0.8470 data_time: 0.0186 memory: 18413 grad_norm: 3.9216 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8640 loss: 0.8640 2022/08/11 08:05:26 - mmengine - INFO - Epoch(train) [35][500/1879] lr: 2.0000e-03 eta: 7:10:36 time: 0.9334 data_time: 0.0929 memory: 18413 grad_norm: 3.9843 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7937 loss: 0.7937 2022/08/11 08:05:43 - mmengine - INFO - Epoch(train) [35][520/1879] lr: 2.0000e-03 eta: 7:10:18 time: 0.8478 data_time: 0.0190 memory: 18413 grad_norm: 4.0473 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 0.9846 loss: 0.9846 2022/08/11 08:06:00 - mmengine - INFO - Epoch(train) [35][540/1879] lr: 2.0000e-03 eta: 7:10:01 time: 0.8492 data_time: 0.0189 memory: 18413 grad_norm: 4.0107 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.9136 loss: 0.9136 2022/08/11 08:06:17 - mmengine - INFO - Epoch(train) [35][560/1879] lr: 2.0000e-03 eta: 7:09:43 time: 0.8526 data_time: 0.0187 memory: 18413 grad_norm: 3.9645 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.8301 loss: 0.8301 2022/08/11 08:06:34 - mmengine - INFO - Epoch(train) [35][580/1879] lr: 2.0000e-03 eta: 7:09:25 time: 0.8481 data_time: 0.0178 memory: 18413 grad_norm: 3.8400 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7057 loss: 0.7057 2022/08/11 08:06:51 - mmengine - INFO - Epoch(train) [35][600/1879] lr: 2.0000e-03 eta: 7:09:08 time: 0.8500 data_time: 0.0194 memory: 18413 grad_norm: 3.9172 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7967 loss: 0.7967 2022/08/11 08:07:08 - mmengine - INFO - Epoch(train) [35][620/1879] lr: 2.0000e-03 eta: 7:08:50 time: 0.8520 data_time: 0.0178 memory: 18413 grad_norm: 3.8431 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8363 loss: 0.8363 2022/08/11 08:07:25 - mmengine - INFO - Epoch(train) [35][640/1879] lr: 2.0000e-03 eta: 7:08:32 time: 0.8554 data_time: 0.0223 memory: 18413 grad_norm: 3.9155 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.8910 loss: 0.8910 2022/08/11 08:07:42 - mmengine - INFO - Epoch(train) [35][660/1879] lr: 2.0000e-03 eta: 7:08:15 time: 0.8529 data_time: 0.0177 memory: 18413 grad_norm: 3.9772 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6188 loss: 0.6188 2022/08/11 08:08:00 - mmengine - INFO - Epoch(train) [35][680/1879] lr: 2.0000e-03 eta: 7:07:57 time: 0.8798 data_time: 0.0386 memory: 18413 grad_norm: 3.9556 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7808 loss: 0.7808 2022/08/11 08:08:17 - mmengine - INFO - Epoch(train) [35][700/1879] lr: 2.0000e-03 eta: 7:07:40 time: 0.8523 data_time: 0.0195 memory: 18413 grad_norm: 3.9162 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7885 loss: 0.7885 2022/08/11 08:08:34 - mmengine - INFO - Epoch(train) [35][720/1879] lr: 2.0000e-03 eta: 7:07:22 time: 0.8481 data_time: 0.0188 memory: 18413 grad_norm: 3.9259 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8100 loss: 0.8100 2022/08/11 08:08:51 - mmengine - INFO - Epoch(train) [35][740/1879] lr: 2.0000e-03 eta: 7:07:04 time: 0.8574 data_time: 0.0185 memory: 18413 grad_norm: 3.9989 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8785 loss: 0.8785 2022/08/11 08:09:08 - mmengine - INFO - Epoch(train) [35][760/1879] lr: 2.0000e-03 eta: 7:06:47 time: 0.8489 data_time: 0.0189 memory: 18413 grad_norm: 3.8795 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.8752 loss: 0.8752 2022/08/11 08:09:25 - mmengine - INFO - Epoch(train) [35][780/1879] lr: 2.0000e-03 eta: 7:06:29 time: 0.8456 data_time: 0.0185 memory: 18413 grad_norm: 3.9214 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.8832 loss: 0.8832 2022/08/11 08:09:42 - mmengine - INFO - Epoch(train) [35][800/1879] lr: 2.0000e-03 eta: 7:06:11 time: 0.8492 data_time: 0.0183 memory: 18413 grad_norm: 4.0035 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.0637 loss: 1.0637 2022/08/11 08:09:59 - mmengine - INFO - Epoch(train) [35][820/1879] lr: 2.0000e-03 eta: 7:05:53 time: 0.8507 data_time: 0.0177 memory: 18413 grad_norm: 3.8260 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.8466 loss: 0.8466 2022/08/11 08:10:16 - mmengine - INFO - Epoch(train) [35][840/1879] lr: 2.0000e-03 eta: 7:05:36 time: 0.8574 data_time: 0.0193 memory: 18413 grad_norm: 3.9856 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.8657 loss: 0.8657 2022/08/11 08:10:33 - mmengine - INFO - Epoch(train) [35][860/1879] lr: 2.0000e-03 eta: 7:05:18 time: 0.8585 data_time: 0.0200 memory: 18413 grad_norm: 3.9869 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7472 loss: 0.7472 2022/08/11 08:10:50 - mmengine - INFO - Epoch(train) [35][880/1879] lr: 2.0000e-03 eta: 7:05:00 time: 0.8512 data_time: 0.0181 memory: 18413 grad_norm: 3.9043 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.9407 loss: 0.9407 2022/08/11 08:11:07 - mmengine - INFO - Epoch(train) [35][900/1879] lr: 2.0000e-03 eta: 7:04:43 time: 0.8568 data_time: 0.0209 memory: 18413 grad_norm: 3.9642 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9860 loss: 0.9860 2022/08/11 08:11:24 - mmengine - INFO - Epoch(train) [35][920/1879] lr: 2.0000e-03 eta: 7:04:25 time: 0.8590 data_time: 0.0188 memory: 18413 grad_norm: 3.9961 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.9238 loss: 0.9238 2022/08/11 08:11:41 - mmengine - INFO - Epoch(train) [35][940/1879] lr: 2.0000e-03 eta: 7:04:08 time: 0.8497 data_time: 0.0194 memory: 18413 grad_norm: 3.9860 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 0.9234 loss: 0.9234 2022/08/11 08:11:59 - mmengine - INFO - Epoch(train) [35][960/1879] lr: 2.0000e-03 eta: 7:03:50 time: 0.8579 data_time: 0.0192 memory: 18413 grad_norm: 4.0698 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 0.7970 loss: 0.7970 2022/08/11 08:12:16 - mmengine - INFO - Epoch(train) [35][980/1879] lr: 2.0000e-03 eta: 7:03:32 time: 0.8583 data_time: 0.0191 memory: 18413 grad_norm: 4.0748 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9460 loss: 0.9460 2022/08/11 08:12:33 - mmengine - INFO - Epoch(train) [35][1000/1879] lr: 2.0000e-03 eta: 7:03:15 time: 0.8448 data_time: 0.0174 memory: 18413 grad_norm: 4.0706 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 0.9457 loss: 0.9457 2022/08/11 08:12:50 - mmengine - INFO - Epoch(train) [35][1020/1879] lr: 2.0000e-03 eta: 7:02:57 time: 0.8522 data_time: 0.0180 memory: 18413 grad_norm: 4.1038 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8523 loss: 0.8523 2022/08/11 08:13:07 - mmengine - INFO - Epoch(train) [35][1040/1879] lr: 2.0000e-03 eta: 7:02:39 time: 0.8472 data_time: 0.0185 memory: 18413 grad_norm: 3.9595 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7608 loss: 0.7608 2022/08/11 08:13:24 - mmengine - INFO - Epoch(train) [35][1060/1879] lr: 2.0000e-03 eta: 7:02:22 time: 0.8505 data_time: 0.0191 memory: 18413 grad_norm: 4.0559 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.0174 loss: 1.0174 2022/08/11 08:13:41 - mmengine - INFO - Epoch(train) [35][1080/1879] lr: 2.0000e-03 eta: 7:02:04 time: 0.8504 data_time: 0.0183 memory: 18413 grad_norm: 3.9708 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.8736 loss: 0.8736 2022/08/11 08:13:58 - mmengine - INFO - Epoch(train) [35][1100/1879] lr: 2.0000e-03 eta: 7:01:46 time: 0.8540 data_time: 0.0203 memory: 18413 grad_norm: 3.8900 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.8663 loss: 0.8663 2022/08/11 08:14:10 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 08:14:15 - mmengine - INFO - Epoch(train) [35][1120/1879] lr: 2.0000e-03 eta: 7:01:28 time: 0.8476 data_time: 0.0193 memory: 18413 grad_norm: 4.0351 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.9419 loss: 0.9419 2022/08/11 08:14:32 - mmengine - INFO - Epoch(train) [35][1140/1879] lr: 2.0000e-03 eta: 7:01:11 time: 0.8474 data_time: 0.0164 memory: 18413 grad_norm: 4.0376 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9238 loss: 0.9238 2022/08/11 08:14:49 - mmengine - INFO - Epoch(train) [35][1160/1879] lr: 2.0000e-03 eta: 7:00:53 time: 0.8531 data_time: 0.0186 memory: 18413 grad_norm: 3.9254 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.9888 loss: 0.9888 2022/08/11 08:15:06 - mmengine - INFO - Epoch(train) [35][1180/1879] lr: 2.0000e-03 eta: 7:00:35 time: 0.8564 data_time: 0.0212 memory: 18413 grad_norm: 4.0315 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.7857 loss: 0.7857 2022/08/11 08:15:25 - mmengine - INFO - Epoch(train) [35][1200/1879] lr: 2.0000e-03 eta: 7:00:19 time: 0.9591 data_time: 0.1089 memory: 18413 grad_norm: 3.7826 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.8788 loss: 0.8788 2022/08/11 08:15:42 - mmengine - INFO - Epoch(train) [35][1220/1879] lr: 2.0000e-03 eta: 7:00:01 time: 0.8523 data_time: 0.0147 memory: 18413 grad_norm: 4.0720 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7845 loss: 0.7845 2022/08/11 08:15:59 - mmengine - INFO - Epoch(train) [35][1240/1879] lr: 2.0000e-03 eta: 6:59:43 time: 0.8520 data_time: 0.0189 memory: 18413 grad_norm: 4.0577 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 0.8166 loss: 0.8166 2022/08/11 08:16:16 - mmengine - INFO - Epoch(train) [35][1260/1879] lr: 2.0000e-03 eta: 6:59:26 time: 0.8498 data_time: 0.0209 memory: 18413 grad_norm: 3.7462 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8997 loss: 0.8997 2022/08/11 08:16:33 - mmengine - INFO - Epoch(train) [35][1280/1879] lr: 2.0000e-03 eta: 6:59:08 time: 0.8499 data_time: 0.0166 memory: 18413 grad_norm: 3.9496 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8878 loss: 0.8878 2022/08/11 08:16:50 - mmengine - INFO - Epoch(train) [35][1300/1879] lr: 2.0000e-03 eta: 6:58:50 time: 0.8531 data_time: 0.0205 memory: 18413 grad_norm: 3.9421 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.7760 loss: 0.7760 2022/08/11 08:17:07 - mmengine - INFO - Epoch(train) [35][1320/1879] lr: 2.0000e-03 eta: 6:58:33 time: 0.8536 data_time: 0.0201 memory: 18413 grad_norm: 4.0647 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.9515 loss: 0.9515 2022/08/11 08:17:24 - mmengine - INFO - Epoch(train) [35][1340/1879] lr: 2.0000e-03 eta: 6:58:15 time: 0.8493 data_time: 0.0182 memory: 18413 grad_norm: 4.0022 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.8514 loss: 0.8514 2022/08/11 08:17:41 - mmengine - INFO - Epoch(train) [35][1360/1879] lr: 2.0000e-03 eta: 6:57:57 time: 0.8451 data_time: 0.0177 memory: 18413 grad_norm: 3.9610 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.8306 loss: 0.8306 2022/08/11 08:17:59 - mmengine - INFO - Epoch(train) [35][1380/1879] lr: 2.0000e-03 eta: 6:57:40 time: 0.8694 data_time: 0.0408 memory: 18413 grad_norm: 3.8867 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.7949 loss: 0.7949 2022/08/11 08:18:16 - mmengine - INFO - Epoch(train) [35][1400/1879] lr: 2.0000e-03 eta: 6:57:22 time: 0.8548 data_time: 0.0266 memory: 18413 grad_norm: 3.9676 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8470 loss: 0.8470 2022/08/11 08:18:33 - mmengine - INFO - Epoch(train) [35][1420/1879] lr: 2.0000e-03 eta: 6:57:05 time: 0.8512 data_time: 0.0193 memory: 18413 grad_norm: 3.9728 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7866 loss: 0.7866 2022/08/11 08:18:50 - mmengine - INFO - Epoch(train) [35][1440/1879] lr: 2.0000e-03 eta: 6:56:47 time: 0.8467 data_time: 0.0203 memory: 18413 grad_norm: 4.0994 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.8229 loss: 0.8229 2022/08/11 08:19:07 - mmengine - INFO - Epoch(train) [35][1460/1879] lr: 2.0000e-03 eta: 6:56:29 time: 0.8490 data_time: 0.0189 memory: 18413 grad_norm: 3.9410 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8721 loss: 0.8721 2022/08/11 08:19:24 - mmengine - INFO - Epoch(train) [35][1480/1879] lr: 2.0000e-03 eta: 6:56:11 time: 0.8491 data_time: 0.0178 memory: 18413 grad_norm: 4.0649 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7360 loss: 0.7360 2022/08/11 08:19:41 - mmengine - INFO - Epoch(train) [35][1500/1879] lr: 2.0000e-03 eta: 6:55:54 time: 0.8533 data_time: 0.0189 memory: 18413 grad_norm: 4.0851 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 0.9087 loss: 0.9087 2022/08/11 08:19:58 - mmengine - INFO - Epoch(train) [35][1520/1879] lr: 2.0000e-03 eta: 6:55:36 time: 0.8468 data_time: 0.0189 memory: 18413 grad_norm: 3.9507 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7102 loss: 0.7102 2022/08/11 08:20:15 - mmengine - INFO - Epoch(train) [35][1540/1879] lr: 2.0000e-03 eta: 6:55:19 time: 0.8823 data_time: 0.0204 memory: 18413 grad_norm: 3.9457 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9422 loss: 0.9422 2022/08/11 08:20:33 - mmengine - INFO - Epoch(train) [35][1560/1879] lr: 2.0000e-03 eta: 6:55:01 time: 0.8607 data_time: 0.0206 memory: 18413 grad_norm: 4.0443 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.9764 loss: 0.9764 2022/08/11 08:20:50 - mmengine - INFO - Epoch(train) [35][1580/1879] lr: 2.0000e-03 eta: 6:54:43 time: 0.8512 data_time: 0.0200 memory: 18413 grad_norm: 4.0176 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9195 loss: 0.9195 2022/08/11 08:21:07 - mmengine - INFO - Epoch(train) [35][1600/1879] lr: 2.0000e-03 eta: 6:54:26 time: 0.8474 data_time: 0.0188 memory: 18413 grad_norm: 4.1462 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9455 loss: 0.9455 2022/08/11 08:21:24 - mmengine - INFO - Epoch(train) [35][1620/1879] lr: 2.0000e-03 eta: 6:54:08 time: 0.8443 data_time: 0.0184 memory: 18413 grad_norm: 4.0055 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.0252 loss: 1.0252 2022/08/11 08:21:41 - mmengine - INFO - Epoch(train) [35][1640/1879] lr: 2.0000e-03 eta: 6:53:50 time: 0.8499 data_time: 0.0180 memory: 18413 grad_norm: 3.9269 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8690 loss: 0.8690 2022/08/11 08:21:58 - mmengine - INFO - Epoch(train) [35][1660/1879] lr: 2.0000e-03 eta: 6:53:33 time: 0.8492 data_time: 0.0183 memory: 18413 grad_norm: 3.9594 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8839 loss: 0.8839 2022/08/11 08:22:15 - mmengine - INFO - Epoch(train) [35][1680/1879] lr: 2.0000e-03 eta: 6:53:15 time: 0.8490 data_time: 0.0199 memory: 18413 grad_norm: 3.9669 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8906 loss: 0.8906 2022/08/11 08:22:31 - mmengine - INFO - Epoch(train) [35][1700/1879] lr: 2.0000e-03 eta: 6:52:57 time: 0.8484 data_time: 0.0193 memory: 18413 grad_norm: 4.0025 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8547 loss: 0.8547 2022/08/11 08:22:48 - mmengine - INFO - Epoch(train) [35][1720/1879] lr: 2.0000e-03 eta: 6:52:40 time: 0.8475 data_time: 0.0188 memory: 18413 grad_norm: 4.0266 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8852 loss: 0.8852 2022/08/11 08:23:05 - mmengine - INFO - Epoch(train) [35][1740/1879] lr: 2.0000e-03 eta: 6:52:22 time: 0.8472 data_time: 0.0181 memory: 18413 grad_norm: 4.0674 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.9038 loss: 0.9038 2022/08/11 08:23:22 - mmengine - INFO - Epoch(train) [35][1760/1879] lr: 2.0000e-03 eta: 6:52:04 time: 0.8495 data_time: 0.0182 memory: 18413 grad_norm: 3.9759 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9818 loss: 0.9818 2022/08/11 08:23:39 - mmengine - INFO - Epoch(train) [35][1780/1879] lr: 2.0000e-03 eta: 6:51:47 time: 0.8502 data_time: 0.0175 memory: 18413 grad_norm: 4.1090 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9313 loss: 0.9313 2022/08/11 08:23:56 - mmengine - INFO - Epoch(train) [35][1800/1879] lr: 2.0000e-03 eta: 6:51:29 time: 0.8530 data_time: 0.0198 memory: 18413 grad_norm: 3.9882 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8443 loss: 0.8443 2022/08/11 08:24:14 - mmengine - INFO - Epoch(train) [35][1820/1879] lr: 2.0000e-03 eta: 6:51:11 time: 0.8550 data_time: 0.0209 memory: 18413 grad_norm: 4.0502 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 0.8307 loss: 0.8307 2022/08/11 08:24:31 - mmengine - INFO - Epoch(train) [35][1840/1879] lr: 2.0000e-03 eta: 6:50:54 time: 0.8588 data_time: 0.0177 memory: 18413 grad_norm: 4.0166 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8418 loss: 0.8418 2022/08/11 08:24:48 - mmengine - INFO - Epoch(train) [35][1860/1879] lr: 2.0000e-03 eta: 6:50:36 time: 0.8510 data_time: 0.0198 memory: 18413 grad_norm: 4.1220 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 0.9519 loss: 0.9519 2022/08/11 08:25:04 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 08:25:04 - mmengine - INFO - Epoch(train) [35][1879/1879] lr: 2.0000e-03 eta: 6:50:36 time: 0.8457 data_time: 0.0253 memory: 18413 grad_norm: 4.0584 top1_acc: 0.4286 top5_acc: 0.4286 loss_cls: 1.0627 loss: 1.0627 2022/08/11 08:25:23 - mmengine - INFO - Epoch(val) [35][20/155] eta: 0:02:06 time: 0.9339 data_time: 0.6959 memory: 2590 2022/08/11 08:25:36 - mmengine - INFO - Epoch(val) [35][40/155] eta: 0:01:16 time: 0.6654 data_time: 0.4276 memory: 2590 2022/08/11 08:25:45 - mmengine - INFO - Epoch(val) [35][60/155] eta: 0:00:43 time: 0.4553 data_time: 0.2178 memory: 2590 2022/08/11 08:26:00 - mmengine - INFO - Epoch(val) [35][80/155] eta: 0:00:55 time: 0.7380 data_time: 0.4988 memory: 2590 2022/08/11 08:26:12 - mmengine - INFO - Epoch(val) [35][100/155] eta: 0:00:33 time: 0.6011 data_time: 0.3668 memory: 2590 2022/08/11 08:26:25 - mmengine - INFO - Epoch(val) [35][120/155] eta: 0:00:22 time: 0.6505 data_time: 0.4150 memory: 2590 2022/08/11 08:26:34 - mmengine - INFO - Epoch(val) [35][140/155] eta: 0:00:07 time: 0.4722 data_time: 0.2390 memory: 2590 2022/08/11 08:27:00 - mmengine - INFO - Epoch(val) [35][155/155] acc/top1: 0.7196 acc/top5: 0.9029 acc/mean1: 0.7196 2022/08/11 08:27:00 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_34.pth is removed 2022/08/11 08:27:02 - mmengine - INFO - The best checkpoint with 0.7196 acc/top1 at 36 epoch is saved to best_acc/top1_epoch_36.pth. 2022/08/11 08:27:27 - mmengine - INFO - Epoch(train) [36][20/1879] lr: 2.0000e-03 eta: 6:49:58 time: 1.2469 data_time: 0.2361 memory: 18413 grad_norm: 3.7788 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.6699 loss: 0.6699 2022/08/11 08:27:44 - mmengine - INFO - Epoch(train) [36][40/1879] lr: 2.0000e-03 eta: 6:49:40 time: 0.8499 data_time: 0.0186 memory: 18413 grad_norm: 3.9834 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8799 loss: 0.8799 2022/08/11 08:28:01 - mmengine - INFO - Epoch(train) [36][60/1879] lr: 2.0000e-03 eta: 6:49:23 time: 0.8536 data_time: 0.0184 memory: 18413 grad_norm: 3.9234 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.9334 loss: 0.9334 2022/08/11 08:28:18 - mmengine - INFO - Epoch(train) [36][80/1879] lr: 2.0000e-03 eta: 6:49:05 time: 0.8535 data_time: 0.0189 memory: 18413 grad_norm: 4.0200 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.9594 loss: 0.9594 2022/08/11 08:28:35 - mmengine - INFO - Epoch(train) [36][100/1879] lr: 2.0000e-03 eta: 6:48:47 time: 0.8603 data_time: 0.0323 memory: 18413 grad_norm: 3.9590 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.8076 loss: 0.8076 2022/08/11 08:28:52 - mmengine - INFO - Epoch(train) [36][120/1879] lr: 2.0000e-03 eta: 6:48:30 time: 0.8508 data_time: 0.0198 memory: 18413 grad_norm: 4.0636 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9814 loss: 0.9814 2022/08/11 08:29:09 - mmengine - INFO - Epoch(train) [36][140/1879] lr: 2.0000e-03 eta: 6:48:12 time: 0.8487 data_time: 0.0200 memory: 18413 grad_norm: 3.9010 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7879 loss: 0.7879 2022/08/11 08:29:26 - mmengine - INFO - Epoch(train) [36][160/1879] lr: 2.0000e-03 eta: 6:47:54 time: 0.8501 data_time: 0.0189 memory: 18413 grad_norm: 4.0840 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.9404 loss: 0.9404 2022/08/11 08:29:43 - mmengine - INFO - Epoch(train) [36][180/1879] lr: 2.0000e-03 eta: 6:47:37 time: 0.8572 data_time: 0.0178 memory: 18413 grad_norm: 3.9904 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8179 loss: 0.8179 2022/08/11 08:30:00 - mmengine - INFO - Epoch(train) [36][200/1879] lr: 2.0000e-03 eta: 6:47:19 time: 0.8610 data_time: 0.0184 memory: 18413 grad_norm: 4.0480 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.0501 loss: 1.0501 2022/08/11 08:30:18 - mmengine - INFO - Epoch(train) [36][220/1879] lr: 2.0000e-03 eta: 6:47:02 time: 0.8706 data_time: 0.0265 memory: 18413 grad_norm: 4.0046 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 0.8892 loss: 0.8892 2022/08/11 08:30:31 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 08:30:35 - mmengine - INFO - Epoch(train) [36][240/1879] lr: 2.0000e-03 eta: 6:46:44 time: 0.8706 data_time: 0.0248 memory: 18413 grad_norm: 3.9162 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.8455 loss: 0.8455 2022/08/11 08:30:52 - mmengine - INFO - Epoch(train) [36][260/1879] lr: 2.0000e-03 eta: 6:46:27 time: 0.8559 data_time: 0.0196 memory: 18413 grad_norm: 4.0434 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 0.9615 loss: 0.9615 2022/08/11 08:31:09 - mmengine - INFO - Epoch(train) [36][280/1879] lr: 2.0000e-03 eta: 6:46:09 time: 0.8517 data_time: 0.0189 memory: 18413 grad_norm: 4.0903 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8466 loss: 0.8466 2022/08/11 08:31:27 - mmengine - INFO - Epoch(train) [36][300/1879] lr: 2.0000e-03 eta: 6:45:51 time: 0.8583 data_time: 0.0233 memory: 18413 grad_norm: 3.9632 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9016 loss: 0.9016 2022/08/11 08:31:44 - mmengine - INFO - Epoch(train) [36][320/1879] lr: 2.0000e-03 eta: 6:45:34 time: 0.8651 data_time: 0.0201 memory: 18413 grad_norm: 4.0354 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.9309 loss: 0.9309 2022/08/11 08:32:01 - mmengine - INFO - Epoch(train) [36][340/1879] lr: 2.0000e-03 eta: 6:45:16 time: 0.8554 data_time: 0.0190 memory: 18413 grad_norm: 4.0205 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.9112 loss: 0.9112 2022/08/11 08:32:18 - mmengine - INFO - Epoch(train) [36][360/1879] lr: 2.0000e-03 eta: 6:44:59 time: 0.8548 data_time: 0.0184 memory: 18413 grad_norm: 3.9827 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9628 loss: 0.9628 2022/08/11 08:32:35 - mmengine - INFO - Epoch(train) [36][380/1879] lr: 2.0000e-03 eta: 6:44:41 time: 0.8515 data_time: 0.0196 memory: 18413 grad_norm: 4.0667 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8529 loss: 0.8529 2022/08/11 08:32:52 - mmengine - INFO - Epoch(train) [36][400/1879] lr: 2.0000e-03 eta: 6:44:23 time: 0.8480 data_time: 0.0185 memory: 18413 grad_norm: 3.9649 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9263 loss: 0.9263 2022/08/11 08:33:09 - mmengine - INFO - Epoch(train) [36][420/1879] lr: 2.0000e-03 eta: 6:44:06 time: 0.8541 data_time: 0.0202 memory: 18413 grad_norm: 3.9533 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.8928 loss: 0.8928 2022/08/11 08:33:26 - mmengine - INFO - Epoch(train) [36][440/1879] lr: 2.0000e-03 eta: 6:43:48 time: 0.8521 data_time: 0.0211 memory: 18413 grad_norm: 4.0524 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 0.9027 loss: 0.9027 2022/08/11 08:33:43 - mmengine - INFO - Epoch(train) [36][460/1879] lr: 2.0000e-03 eta: 6:43:30 time: 0.8494 data_time: 0.0195 memory: 18413 grad_norm: 4.0366 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8259 loss: 0.8259 2022/08/11 08:34:00 - mmengine - INFO - Epoch(train) [36][480/1879] lr: 2.0000e-03 eta: 6:43:13 time: 0.8538 data_time: 0.0190 memory: 18413 grad_norm: 4.0314 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8996 loss: 0.8996 2022/08/11 08:34:17 - mmengine - INFO - Epoch(train) [36][500/1879] lr: 2.0000e-03 eta: 6:42:55 time: 0.8519 data_time: 0.0189 memory: 18413 grad_norm: 4.0208 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8005 loss: 0.8005 2022/08/11 08:34:34 - mmengine - INFO - Epoch(train) [36][520/1879] lr: 2.0000e-03 eta: 6:42:38 time: 0.8550 data_time: 0.0279 memory: 18413 grad_norm: 3.9881 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9479 loss: 0.9479 2022/08/11 08:34:52 - mmengine - INFO - Epoch(train) [36][540/1879] lr: 2.0000e-03 eta: 6:42:20 time: 0.8499 data_time: 0.0189 memory: 18413 grad_norm: 4.0682 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 0.7573 loss: 0.7573 2022/08/11 08:35:09 - mmengine - INFO - Epoch(train) [36][560/1879] lr: 2.0000e-03 eta: 6:42:02 time: 0.8531 data_time: 0.0188 memory: 18413 grad_norm: 4.0886 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 0.8599 loss: 0.8599 2022/08/11 08:35:30 - mmengine - INFO - Epoch(train) [36][580/1879] lr: 2.0000e-03 eta: 6:41:46 time: 1.0575 data_time: 0.0306 memory: 18413 grad_norm: 3.9710 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7654 loss: 0.7654 2022/08/11 08:35:47 - mmengine - INFO - Epoch(train) [36][600/1879] lr: 2.0000e-03 eta: 6:41:29 time: 0.8514 data_time: 0.0198 memory: 18413 grad_norm: 4.1845 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8393 loss: 0.8393 2022/08/11 08:36:04 - mmengine - INFO - Epoch(train) [36][620/1879] lr: 2.0000e-03 eta: 6:41:11 time: 0.8478 data_time: 0.0196 memory: 18413 grad_norm: 4.0311 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 0.8825 loss: 0.8825 2022/08/11 08:36:21 - mmengine - INFO - Epoch(train) [36][640/1879] lr: 2.0000e-03 eta: 6:40:53 time: 0.8464 data_time: 0.0181 memory: 18413 grad_norm: 4.0737 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.8595 loss: 0.8595 2022/08/11 08:36:38 - mmengine - INFO - Epoch(train) [36][660/1879] lr: 2.0000e-03 eta: 6:40:36 time: 0.8590 data_time: 0.0256 memory: 18413 grad_norm: 3.9713 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7856 loss: 0.7856 2022/08/11 08:36:55 - mmengine - INFO - Epoch(train) [36][680/1879] lr: 2.0000e-03 eta: 6:40:18 time: 0.8531 data_time: 0.0255 memory: 18413 grad_norm: 4.1433 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.9117 loss: 0.9117 2022/08/11 08:37:12 - mmengine - INFO - Epoch(train) [36][700/1879] lr: 2.0000e-03 eta: 6:40:00 time: 0.8492 data_time: 0.0189 memory: 18413 grad_norm: 3.9973 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8971 loss: 0.8971 2022/08/11 08:37:29 - mmengine - INFO - Epoch(train) [36][720/1879] lr: 2.0000e-03 eta: 6:39:43 time: 0.8497 data_time: 0.0192 memory: 18413 grad_norm: 4.0882 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7784 loss: 0.7784 2022/08/11 08:37:46 - mmengine - INFO - Epoch(train) [36][740/1879] lr: 2.0000e-03 eta: 6:39:25 time: 0.8455 data_time: 0.0187 memory: 18413 grad_norm: 3.8494 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9148 loss: 0.9148 2022/08/11 08:38:03 - mmengine - INFO - Epoch(train) [36][760/1879] lr: 2.0000e-03 eta: 6:39:08 time: 0.8602 data_time: 0.0254 memory: 18413 grad_norm: 4.0313 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.7524 loss: 0.7524 2022/08/11 08:38:20 - mmengine - INFO - Epoch(train) [36][780/1879] lr: 2.0000e-03 eta: 6:38:50 time: 0.8493 data_time: 0.0199 memory: 18413 grad_norm: 4.0847 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.8206 loss: 0.8206 2022/08/11 08:38:37 - mmengine - INFO - Epoch(train) [36][800/1879] lr: 2.0000e-03 eta: 6:38:32 time: 0.8578 data_time: 0.0256 memory: 18413 grad_norm: 4.0267 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 0.7694 loss: 0.7694 2022/08/11 08:38:54 - mmengine - INFO - Epoch(train) [36][820/1879] lr: 2.0000e-03 eta: 6:38:15 time: 0.8534 data_time: 0.0250 memory: 18413 grad_norm: 4.0482 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7684 loss: 0.7684 2022/08/11 08:39:11 - mmengine - INFO - Epoch(train) [36][840/1879] lr: 2.0000e-03 eta: 6:37:57 time: 0.8466 data_time: 0.0189 memory: 18413 grad_norm: 4.0762 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.9794 loss: 0.9794 2022/08/11 08:39:28 - mmengine - INFO - Epoch(train) [36][860/1879] lr: 2.0000e-03 eta: 6:37:39 time: 0.8495 data_time: 0.0195 memory: 18413 grad_norm: 3.9687 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8336 loss: 0.8336 2022/08/11 08:39:45 - mmengine - INFO - Epoch(train) [36][880/1879] lr: 2.0000e-03 eta: 6:37:22 time: 0.8465 data_time: 0.0186 memory: 18413 grad_norm: 3.9592 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 0.9486 loss: 0.9486 2022/08/11 08:40:02 - mmengine - INFO - Epoch(train) [36][900/1879] lr: 2.0000e-03 eta: 6:37:04 time: 0.8471 data_time: 0.0190 memory: 18413 grad_norm: 3.9873 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8554 loss: 0.8554 2022/08/11 08:40:22 - mmengine - INFO - Epoch(train) [36][920/1879] lr: 2.0000e-03 eta: 6:36:47 time: 0.9792 data_time: 0.1382 memory: 18413 grad_norm: 4.0547 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8925 loss: 0.8925 2022/08/11 08:40:39 - mmengine - INFO - Epoch(train) [36][940/1879] lr: 2.0000e-03 eta: 6:36:30 time: 0.8590 data_time: 0.0245 memory: 18413 grad_norm: 4.0040 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.9093 loss: 0.9093 2022/08/11 08:40:56 - mmengine - INFO - Epoch(train) [36][960/1879] lr: 2.0000e-03 eta: 6:36:12 time: 0.8460 data_time: 0.0192 memory: 18413 grad_norm: 4.1201 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7749 loss: 0.7749 2022/08/11 08:41:13 - mmengine - INFO - Epoch(train) [36][980/1879] lr: 2.0000e-03 eta: 6:35:54 time: 0.8438 data_time: 0.0197 memory: 18413 grad_norm: 4.0158 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8987 loss: 0.8987 2022/08/11 08:41:30 - mmengine - INFO - Epoch(train) [36][1000/1879] lr: 2.0000e-03 eta: 6:35:37 time: 0.8531 data_time: 0.0187 memory: 18413 grad_norm: 4.0211 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7833 loss: 0.7833 2022/08/11 08:41:47 - mmengine - INFO - Epoch(train) [36][1020/1879] lr: 2.0000e-03 eta: 6:35:19 time: 0.8471 data_time: 0.0213 memory: 18413 grad_norm: 4.0074 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.8410 loss: 0.8410 2022/08/11 08:42:04 - mmengine - INFO - Epoch(train) [36][1040/1879] lr: 2.0000e-03 eta: 6:35:01 time: 0.8423 data_time: 0.0198 memory: 18413 grad_norm: 3.9855 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8453 loss: 0.8453 2022/08/11 08:42:20 - mmengine - INFO - Epoch(train) [36][1060/1879] lr: 2.0000e-03 eta: 6:34:44 time: 0.8441 data_time: 0.0198 memory: 18413 grad_norm: 4.0593 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9174 loss: 0.9174 2022/08/11 08:42:38 - mmengine - INFO - Epoch(train) [36][1080/1879] lr: 2.0000e-03 eta: 6:34:26 time: 0.8594 data_time: 0.0191 memory: 18413 grad_norm: 4.1024 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9059 loss: 0.9059 2022/08/11 08:42:55 - mmengine - INFO - Epoch(train) [36][1100/1879] lr: 2.0000e-03 eta: 6:34:08 time: 0.8455 data_time: 0.0184 memory: 18413 grad_norm: 4.0249 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0036 loss: 1.0036 2022/08/11 08:43:11 - mmengine - INFO - Epoch(train) [36][1120/1879] lr: 2.0000e-03 eta: 6:33:51 time: 0.8452 data_time: 0.0187 memory: 18413 grad_norm: 3.9693 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7873 loss: 0.7873 2022/08/11 08:43:28 - mmengine - INFO - Epoch(train) [36][1140/1879] lr: 2.0000e-03 eta: 6:33:33 time: 0.8501 data_time: 0.0186 memory: 18413 grad_norm: 3.9871 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6885 loss: 0.6885 2022/08/11 08:43:45 - mmengine - INFO - Epoch(train) [36][1160/1879] lr: 2.0000e-03 eta: 6:33:15 time: 0.8452 data_time: 0.0189 memory: 18413 grad_norm: 3.9858 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7757 loss: 0.7757 2022/08/11 08:44:02 - mmengine - INFO - Epoch(train) [36][1180/1879] lr: 2.0000e-03 eta: 6:32:58 time: 0.8469 data_time: 0.0189 memory: 18413 grad_norm: 4.0363 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8081 loss: 0.8081 2022/08/11 08:44:19 - mmengine - INFO - Epoch(train) [36][1200/1879] lr: 2.0000e-03 eta: 6:32:40 time: 0.8494 data_time: 0.0189 memory: 18413 grad_norm: 4.0426 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.9905 loss: 0.9905 2022/08/11 08:44:36 - mmengine - INFO - Epoch(train) [36][1220/1879] lr: 2.0000e-03 eta: 6:32:22 time: 0.8506 data_time: 0.0185 memory: 18413 grad_norm: 3.9635 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.6667 loss: 0.6667 2022/08/11 08:44:49 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 08:44:54 - mmengine - INFO - Epoch(train) [36][1240/1879] lr: 2.0000e-03 eta: 6:32:05 time: 0.8514 data_time: 0.0198 memory: 18413 grad_norm: 4.0041 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.9022 loss: 0.9022 2022/08/11 08:45:11 - mmengine - INFO - Epoch(train) [36][1260/1879] lr: 2.0000e-03 eta: 6:31:47 time: 0.8639 data_time: 0.0267 memory: 18413 grad_norm: 3.9841 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 0.9165 loss: 0.9165 2022/08/11 08:45:28 - mmengine - INFO - Epoch(train) [36][1280/1879] lr: 2.0000e-03 eta: 6:31:30 time: 0.8607 data_time: 0.0196 memory: 18413 grad_norm: 4.0610 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7848 loss: 0.7848 2022/08/11 08:45:45 - mmengine - INFO - Epoch(train) [36][1300/1879] lr: 2.0000e-03 eta: 6:31:12 time: 0.8494 data_time: 0.0180 memory: 18413 grad_norm: 4.0552 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.7686 loss: 0.7686 2022/08/11 08:46:02 - mmengine - INFO - Epoch(train) [36][1320/1879] lr: 2.0000e-03 eta: 6:30:54 time: 0.8447 data_time: 0.0209 memory: 18413 grad_norm: 4.0586 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.6828 loss: 0.6828 2022/08/11 08:46:19 - mmengine - INFO - Epoch(train) [36][1340/1879] lr: 2.0000e-03 eta: 6:30:37 time: 0.8493 data_time: 0.0205 memory: 18413 grad_norm: 3.9864 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9613 loss: 0.9613 2022/08/11 08:46:36 - mmengine - INFO - Epoch(train) [36][1360/1879] lr: 2.0000e-03 eta: 6:30:19 time: 0.8460 data_time: 0.0198 memory: 18413 grad_norm: 3.9991 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.9510 loss: 0.9510 2022/08/11 08:46:53 - mmengine - INFO - Epoch(train) [36][1380/1879] lr: 2.0000e-03 eta: 6:30:01 time: 0.8497 data_time: 0.0220 memory: 18413 grad_norm: 4.0305 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.8865 loss: 0.8865 2022/08/11 08:47:10 - mmengine - INFO - Epoch(train) [36][1400/1879] lr: 2.0000e-03 eta: 6:29:44 time: 0.8446 data_time: 0.0198 memory: 18413 grad_norm: 4.0674 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 0.7255 loss: 0.7255 2022/08/11 08:47:27 - mmengine - INFO - Epoch(train) [36][1420/1879] lr: 2.0000e-03 eta: 6:29:26 time: 0.8486 data_time: 0.0220 memory: 18413 grad_norm: 4.0726 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.9156 loss: 0.9156 2022/08/11 08:47:44 - mmengine - INFO - Epoch(train) [36][1440/1879] lr: 2.0000e-03 eta: 6:29:08 time: 0.8462 data_time: 0.0188 memory: 18413 grad_norm: 4.0510 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7870 loss: 0.7870 2022/08/11 08:48:01 - mmengine - INFO - Epoch(train) [36][1460/1879] lr: 2.0000e-03 eta: 6:28:51 time: 0.8905 data_time: 0.0420 memory: 18413 grad_norm: 4.0293 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8867 loss: 0.8867 2022/08/11 08:48:18 - mmengine - INFO - Epoch(train) [36][1480/1879] lr: 2.0000e-03 eta: 6:28:33 time: 0.8515 data_time: 0.0208 memory: 18413 grad_norm: 4.0973 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 0.9576 loss: 0.9576 2022/08/11 08:48:35 - mmengine - INFO - Epoch(train) [36][1500/1879] lr: 2.0000e-03 eta: 6:28:16 time: 0.8531 data_time: 0.0193 memory: 18413 grad_norm: 3.9043 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.8229 loss: 0.8229 2022/08/11 08:48:53 - mmengine - INFO - Epoch(train) [36][1520/1879] lr: 2.0000e-03 eta: 6:27:58 time: 0.8562 data_time: 0.0196 memory: 18413 grad_norm: 4.1110 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.8991 loss: 0.8991 2022/08/11 08:49:10 - mmengine - INFO - Epoch(train) [36][1540/1879] lr: 2.0000e-03 eta: 6:27:41 time: 0.8520 data_time: 0.0252 memory: 18413 grad_norm: 4.1107 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9213 loss: 0.9213 2022/08/11 08:49:27 - mmengine - INFO - Epoch(train) [36][1560/1879] lr: 2.0000e-03 eta: 6:27:23 time: 0.8569 data_time: 0.0269 memory: 18413 grad_norm: 4.0420 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9340 loss: 0.9340 2022/08/11 08:49:44 - mmengine - INFO - Epoch(train) [36][1580/1879] lr: 2.0000e-03 eta: 6:27:05 time: 0.8583 data_time: 0.0297 memory: 18413 grad_norm: 3.8985 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8338 loss: 0.8338 2022/08/11 08:50:01 - mmengine - INFO - Epoch(train) [36][1600/1879] lr: 2.0000e-03 eta: 6:26:48 time: 0.8529 data_time: 0.0201 memory: 18413 grad_norm: 3.9670 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8702 loss: 0.8702 2022/08/11 08:50:19 - mmengine - INFO - Epoch(train) [36][1620/1879] lr: 2.0000e-03 eta: 6:26:30 time: 0.8934 data_time: 0.0223 memory: 18413 grad_norm: 3.9677 top1_acc: 0.5625 top5_acc: 1.0000 loss_cls: 0.9283 loss: 0.9283 2022/08/11 08:50:36 - mmengine - INFO - Epoch(train) [36][1640/1879] lr: 2.0000e-03 eta: 6:26:13 time: 0.8653 data_time: 0.0202 memory: 18413 grad_norm: 3.9960 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.8818 loss: 0.8818 2022/08/11 08:50:53 - mmengine - INFO - Epoch(train) [36][1660/1879] lr: 2.0000e-03 eta: 6:25:55 time: 0.8515 data_time: 0.0248 memory: 18413 grad_norm: 4.0454 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8228 loss: 0.8228 2022/08/11 08:51:10 - mmengine - INFO - Epoch(train) [36][1680/1879] lr: 2.0000e-03 eta: 6:25:38 time: 0.8473 data_time: 0.0185 memory: 18413 grad_norm: 4.0355 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8005 loss: 0.8005 2022/08/11 08:51:27 - mmengine - INFO - Epoch(train) [36][1700/1879] lr: 2.0000e-03 eta: 6:25:20 time: 0.8442 data_time: 0.0181 memory: 18413 grad_norm: 4.1179 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.9011 loss: 0.9011 2022/08/11 08:51:44 - mmengine - INFO - Epoch(train) [36][1720/1879] lr: 2.0000e-03 eta: 6:25:02 time: 0.8451 data_time: 0.0192 memory: 18413 grad_norm: 4.0850 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.8277 loss: 0.8277 2022/08/11 08:52:01 - mmengine - INFO - Epoch(train) [36][1740/1879] lr: 2.0000e-03 eta: 6:24:45 time: 0.8538 data_time: 0.0206 memory: 18413 grad_norm: 4.2404 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.8330 loss: 0.8330 2022/08/11 08:52:18 - mmengine - INFO - Epoch(train) [36][1760/1879] lr: 2.0000e-03 eta: 6:24:27 time: 0.8447 data_time: 0.0206 memory: 18413 grad_norm: 4.0822 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.0571 loss: 1.0571 2022/08/11 08:52:35 - mmengine - INFO - Epoch(train) [36][1780/1879] lr: 2.0000e-03 eta: 6:24:09 time: 0.8453 data_time: 0.0205 memory: 18413 grad_norm: 4.0183 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8704 loss: 0.8704 2022/08/11 08:52:52 - mmengine - INFO - Epoch(train) [36][1800/1879] lr: 2.0000e-03 eta: 6:23:52 time: 0.8495 data_time: 0.0195 memory: 18413 grad_norm: 4.0057 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.8350 loss: 0.8350 2022/08/11 08:53:09 - mmengine - INFO - Epoch(train) [36][1820/1879] lr: 2.0000e-03 eta: 6:23:34 time: 0.8545 data_time: 0.0294 memory: 18413 grad_norm: 4.0858 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8124 loss: 0.8124 2022/08/11 08:53:26 - mmengine - INFO - Epoch(train) [36][1840/1879] lr: 2.0000e-03 eta: 6:23:16 time: 0.8499 data_time: 0.0194 memory: 18413 grad_norm: 3.9768 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.9414 loss: 0.9414 2022/08/11 08:53:43 - mmengine - INFO - Epoch(train) [36][1860/1879] lr: 2.0000e-03 eta: 6:22:59 time: 0.8471 data_time: 0.0188 memory: 18413 grad_norm: 3.9685 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9800 loss: 0.9800 2022/08/11 08:53:59 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 08:53:59 - mmengine - INFO - Epoch(train) [36][1879/1879] lr: 2.0000e-03 eta: 6:22:59 time: 0.8222 data_time: 0.0171 memory: 18413 grad_norm: 4.0338 top1_acc: 0.7143 top5_acc: 1.0000 loss_cls: 0.7777 loss: 0.7777 2022/08/11 08:53:59 - mmengine - INFO - Saving checkpoint at 36 epochs 2022/08/11 08:54:15 - mmengine - INFO - Epoch(val) [36][20/155] eta: 0:01:32 time: 0.6848 data_time: 0.4451 memory: 2590 2022/08/11 08:54:22 - mmengine - INFO - Epoch(val) [36][40/155] eta: 0:00:44 time: 0.3849 data_time: 0.1456 memory: 2590 2022/08/11 08:54:32 - mmengine - INFO - Epoch(val) [36][60/155] eta: 0:00:45 time: 0.4814 data_time: 0.2456 memory: 2590 2022/08/11 08:54:40 - mmengine - INFO - Epoch(val) [36][80/155] eta: 0:00:30 time: 0.4029 data_time: 0.1674 memory: 2590 2022/08/11 08:54:50 - mmengine - INFO - Epoch(val) [36][100/155] eta: 0:00:26 time: 0.4848 data_time: 0.2486 memory: 2590 2022/08/11 08:54:57 - mmengine - INFO - Epoch(val) [36][120/155] eta: 0:00:12 time: 0.3595 data_time: 0.1246 memory: 2590 2022/08/11 08:55:09 - mmengine - INFO - Epoch(val) [36][140/155] eta: 0:00:08 time: 0.5882 data_time: 0.3533 memory: 2590 2022/08/11 08:55:51 - mmengine - INFO - Epoch(val) [36][155/155] acc/top1: 0.7187 acc/top5: 0.9025 acc/mean1: 0.7185 2022/08/11 08:56:16 - mmengine - INFO - Epoch(train) [37][20/1879] lr: 2.0000e-03 eta: 6:22:21 time: 1.2561 data_time: 0.1919 memory: 18413 grad_norm: 4.0370 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8614 loss: 0.8614 2022/08/11 08:56:34 - mmengine - INFO - Epoch(train) [37][40/1879] lr: 2.0000e-03 eta: 6:22:04 time: 0.8750 data_time: 0.0173 memory: 18413 grad_norm: 4.0807 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8515 loss: 0.8515 2022/08/11 08:56:51 - mmengine - INFO - Epoch(train) [37][60/1879] lr: 2.0000e-03 eta: 6:21:46 time: 0.8520 data_time: 0.0183 memory: 18413 grad_norm: 4.0402 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.8524 loss: 0.8524 2022/08/11 08:57:08 - mmengine - INFO - Epoch(train) [37][80/1879] lr: 2.0000e-03 eta: 6:21:29 time: 0.8474 data_time: 0.0183 memory: 18413 grad_norm: 4.0334 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8815 loss: 0.8815 2022/08/11 08:57:25 - mmengine - INFO - Epoch(train) [37][100/1879] lr: 2.0000e-03 eta: 6:21:11 time: 0.8485 data_time: 0.0182 memory: 18413 grad_norm: 4.0829 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6722 loss: 0.6722 2022/08/11 08:57:42 - mmengine - INFO - Epoch(train) [37][120/1879] lr: 2.0000e-03 eta: 6:20:53 time: 0.8602 data_time: 0.0265 memory: 18413 grad_norm: 3.9136 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8060 loss: 0.8060 2022/08/11 08:57:59 - mmengine - INFO - Epoch(train) [37][140/1879] lr: 2.0000e-03 eta: 6:20:36 time: 0.8757 data_time: 0.0248 memory: 18413 grad_norm: 4.0334 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.8486 loss: 0.8486 2022/08/11 08:58:17 - mmengine - INFO - Epoch(train) [37][160/1879] lr: 2.0000e-03 eta: 6:20:18 time: 0.8622 data_time: 0.0271 memory: 18413 grad_norm: 3.9972 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.6521 loss: 0.6521 2022/08/11 08:58:34 - mmengine - INFO - Epoch(train) [37][180/1879] lr: 2.0000e-03 eta: 6:20:01 time: 0.8597 data_time: 0.0175 memory: 18413 grad_norm: 3.9277 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.9484 loss: 0.9484 2022/08/11 08:58:51 - mmengine - INFO - Epoch(train) [37][200/1879] lr: 2.0000e-03 eta: 6:19:43 time: 0.8627 data_time: 0.0176 memory: 18413 grad_norm: 4.0768 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7418 loss: 0.7418 2022/08/11 08:59:08 - mmengine - INFO - Epoch(train) [37][220/1879] lr: 2.0000e-03 eta: 6:19:26 time: 0.8613 data_time: 0.0189 memory: 18413 grad_norm: 4.0842 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8104 loss: 0.8104 2022/08/11 08:59:26 - mmengine - INFO - Epoch(train) [37][240/1879] lr: 2.0000e-03 eta: 6:19:08 time: 0.8594 data_time: 0.0176 memory: 18413 grad_norm: 4.1226 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9131 loss: 0.9131 2022/08/11 08:59:43 - mmengine - INFO - Epoch(train) [37][260/1879] lr: 2.0000e-03 eta: 6:18:51 time: 0.8639 data_time: 0.0198 memory: 18413 grad_norm: 4.0033 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.8221 loss: 0.8221 2022/08/11 09:00:00 - mmengine - INFO - Epoch(train) [37][280/1879] lr: 2.0000e-03 eta: 6:18:33 time: 0.8592 data_time: 0.0179 memory: 18413 grad_norm: 3.8785 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8641 loss: 0.8641 2022/08/11 09:00:18 - mmengine - INFO - Epoch(train) [37][300/1879] lr: 2.0000e-03 eta: 6:18:16 time: 0.8858 data_time: 0.0205 memory: 18413 grad_norm: 4.2099 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8964 loss: 0.8964 2022/08/11 09:00:36 - mmengine - INFO - Epoch(train) [37][320/1879] lr: 2.0000e-03 eta: 6:17:58 time: 0.8892 data_time: 0.0199 memory: 18413 grad_norm: 4.0072 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7893 loss: 0.7893 2022/08/11 09:00:53 - mmengine - INFO - Epoch(train) [37][340/1879] lr: 2.0000e-03 eta: 6:17:41 time: 0.8535 data_time: 0.0180 memory: 18413 grad_norm: 4.0896 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8481 loss: 0.8481 2022/08/11 09:01:06 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 09:01:10 - mmengine - INFO - Epoch(train) [37][360/1879] lr: 2.0000e-03 eta: 6:17:23 time: 0.8550 data_time: 0.0185 memory: 18413 grad_norm: 4.0646 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 0.9441 loss: 0.9441 2022/08/11 09:01:27 - mmengine - INFO - Epoch(train) [37][380/1879] lr: 2.0000e-03 eta: 6:17:06 time: 0.8544 data_time: 0.0191 memory: 18413 grad_norm: 4.1236 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9593 loss: 0.9593 2022/08/11 09:01:44 - mmengine - INFO - Epoch(train) [37][400/1879] lr: 2.0000e-03 eta: 6:16:48 time: 0.8576 data_time: 0.0165 memory: 18413 grad_norm: 4.1199 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7812 loss: 0.7812 2022/08/11 09:02:05 - mmengine - INFO - Epoch(train) [37][420/1879] lr: 2.0000e-03 eta: 6:16:32 time: 1.0256 data_time: 0.0255 memory: 18413 grad_norm: 3.8694 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.9242 loss: 0.9242 2022/08/11 09:02:22 - mmengine - INFO - Epoch(train) [37][440/1879] lr: 2.0000e-03 eta: 6:16:14 time: 0.8584 data_time: 0.0188 memory: 18413 grad_norm: 4.0505 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 0.9098 loss: 0.9098 2022/08/11 09:02:39 - mmengine - INFO - Epoch(train) [37][460/1879] lr: 2.0000e-03 eta: 6:15:57 time: 0.8648 data_time: 0.0281 memory: 18413 grad_norm: 4.1699 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7318 loss: 0.7318 2022/08/11 09:02:56 - mmengine - INFO - Epoch(train) [37][480/1879] lr: 2.0000e-03 eta: 6:15:39 time: 0.8618 data_time: 0.0268 memory: 18413 grad_norm: 4.0215 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7475 loss: 0.7475 2022/08/11 09:03:13 - mmengine - INFO - Epoch(train) [37][500/1879] lr: 2.0000e-03 eta: 6:15:22 time: 0.8544 data_time: 0.0192 memory: 18413 grad_norm: 4.1597 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.8581 loss: 0.8581 2022/08/11 09:03:31 - mmengine - INFO - Epoch(train) [37][520/1879] lr: 2.0000e-03 eta: 6:15:04 time: 0.8624 data_time: 0.0295 memory: 18413 grad_norm: 4.0389 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.8221 loss: 0.8221 2022/08/11 09:03:48 - mmengine - INFO - Epoch(train) [37][540/1879] lr: 2.0000e-03 eta: 6:14:46 time: 0.8483 data_time: 0.0186 memory: 18413 grad_norm: 3.9695 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 0.9440 loss: 0.9440 2022/08/11 09:04:05 - mmengine - INFO - Epoch(train) [37][560/1879] lr: 2.0000e-03 eta: 6:14:29 time: 0.8607 data_time: 0.0174 memory: 18413 grad_norm: 4.0406 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.8944 loss: 0.8944 2022/08/11 09:04:22 - mmengine - INFO - Epoch(train) [37][580/1879] lr: 2.0000e-03 eta: 6:14:11 time: 0.8508 data_time: 0.0206 memory: 18413 grad_norm: 4.1205 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8639 loss: 0.8639 2022/08/11 09:04:39 - mmengine - INFO - Epoch(train) [37][600/1879] lr: 2.0000e-03 eta: 6:13:54 time: 0.8551 data_time: 0.0188 memory: 18413 grad_norm: 4.0867 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.7565 loss: 0.7565 2022/08/11 09:04:56 - mmengine - INFO - Epoch(train) [37][620/1879] lr: 2.0000e-03 eta: 6:13:36 time: 0.8532 data_time: 0.0194 memory: 18413 grad_norm: 4.0399 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8345 loss: 0.8345 2022/08/11 09:05:13 - mmengine - INFO - Epoch(train) [37][640/1879] lr: 2.0000e-03 eta: 6:13:19 time: 0.8625 data_time: 0.0172 memory: 18413 grad_norm: 3.9772 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7253 loss: 0.7253 2022/08/11 09:05:30 - mmengine - INFO - Epoch(train) [37][660/1879] lr: 2.0000e-03 eta: 6:13:01 time: 0.8563 data_time: 0.0186 memory: 18413 grad_norm: 3.9433 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7417 loss: 0.7417 2022/08/11 09:05:48 - mmengine - INFO - Epoch(train) [37][680/1879] lr: 2.0000e-03 eta: 6:12:43 time: 0.8598 data_time: 0.0183 memory: 18413 grad_norm: 4.2036 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7909 loss: 0.7909 2022/08/11 09:06:05 - mmengine - INFO - Epoch(train) [37][700/1879] lr: 2.0000e-03 eta: 6:12:26 time: 0.8611 data_time: 0.0188 memory: 18413 grad_norm: 4.1644 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 0.7844 loss: 0.7844 2022/08/11 09:06:22 - mmengine - INFO - Epoch(train) [37][720/1879] lr: 2.0000e-03 eta: 6:12:08 time: 0.8567 data_time: 0.0177 memory: 18413 grad_norm: 4.0457 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8978 loss: 0.8978 2022/08/11 09:06:39 - mmengine - INFO - Epoch(train) [37][740/1879] lr: 2.0000e-03 eta: 6:11:51 time: 0.8589 data_time: 0.0189 memory: 18413 grad_norm: 4.0786 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 0.9313 loss: 0.9313 2022/08/11 09:06:56 - mmengine - INFO - Epoch(train) [37][760/1879] lr: 2.0000e-03 eta: 6:11:33 time: 0.8516 data_time: 0.0176 memory: 18413 grad_norm: 4.1837 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9257 loss: 0.9257 2022/08/11 09:07:13 - mmengine - INFO - Epoch(train) [37][780/1879] lr: 2.0000e-03 eta: 6:11:16 time: 0.8594 data_time: 0.0180 memory: 18413 grad_norm: 3.9593 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8645 loss: 0.8645 2022/08/11 09:07:30 - mmengine - INFO - Epoch(train) [37][800/1879] lr: 2.0000e-03 eta: 6:10:58 time: 0.8501 data_time: 0.0176 memory: 18413 grad_norm: 3.9996 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7282 loss: 0.7282 2022/08/11 09:07:48 - mmengine - INFO - Epoch(train) [37][820/1879] lr: 2.0000e-03 eta: 6:10:40 time: 0.8510 data_time: 0.0183 memory: 18413 grad_norm: 4.1796 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.9237 loss: 0.9237 2022/08/11 09:08:05 - mmengine - INFO - Epoch(train) [37][840/1879] lr: 2.0000e-03 eta: 6:10:23 time: 0.8641 data_time: 0.0285 memory: 18413 grad_norm: 3.9579 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.8463 loss: 0.8463 2022/08/11 09:08:22 - mmengine - INFO - Epoch(train) [37][860/1879] lr: 2.0000e-03 eta: 6:10:05 time: 0.8503 data_time: 0.0183 memory: 18413 grad_norm: 3.9909 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7333 loss: 0.7333 2022/08/11 09:08:39 - mmengine - INFO - Epoch(train) [37][880/1879] lr: 2.0000e-03 eta: 6:09:48 time: 0.8434 data_time: 0.0195 memory: 18413 grad_norm: 4.2280 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.8472 loss: 0.8472 2022/08/11 09:08:56 - mmengine - INFO - Epoch(train) [37][900/1879] lr: 2.0000e-03 eta: 6:09:30 time: 0.8471 data_time: 0.0187 memory: 18413 grad_norm: 4.0682 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 0.7457 loss: 0.7457 2022/08/11 09:09:12 - mmengine - INFO - Epoch(train) [37][920/1879] lr: 2.0000e-03 eta: 6:09:12 time: 0.8441 data_time: 0.0191 memory: 18413 grad_norm: 3.9976 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7632 loss: 0.7632 2022/08/11 09:09:30 - mmengine - INFO - Epoch(train) [37][940/1879] lr: 2.0000e-03 eta: 6:08:55 time: 0.8608 data_time: 0.0270 memory: 18413 grad_norm: 4.0508 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.8152 loss: 0.8152 2022/08/11 09:09:47 - mmengine - INFO - Epoch(train) [37][960/1879] lr: 2.0000e-03 eta: 6:08:37 time: 0.8518 data_time: 0.0188 memory: 18413 grad_norm: 4.0106 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 0.8945 loss: 0.8945 2022/08/11 09:10:04 - mmengine - INFO - Epoch(train) [37][980/1879] lr: 2.0000e-03 eta: 6:08:19 time: 0.8535 data_time: 0.0219 memory: 18413 grad_norm: 4.0808 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9267 loss: 0.9267 2022/08/11 09:10:21 - mmengine - INFO - Epoch(train) [37][1000/1879] lr: 2.0000e-03 eta: 6:08:02 time: 0.8749 data_time: 0.0424 memory: 18413 grad_norm: 4.2156 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7052 loss: 0.7052 2022/08/11 09:10:38 - mmengine - INFO - Epoch(train) [37][1020/1879] lr: 2.0000e-03 eta: 6:07:44 time: 0.8431 data_time: 0.0188 memory: 18413 grad_norm: 4.0370 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.8861 loss: 0.8861 2022/08/11 09:10:55 - mmengine - INFO - Epoch(train) [37][1040/1879] lr: 2.0000e-03 eta: 6:07:27 time: 0.8511 data_time: 0.0195 memory: 18413 grad_norm: 4.0204 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.8723 loss: 0.8723 2022/08/11 09:11:12 - mmengine - INFO - Epoch(train) [37][1060/1879] lr: 2.0000e-03 eta: 6:07:09 time: 0.8484 data_time: 0.0188 memory: 18413 grad_norm: 4.1698 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8817 loss: 0.8817 2022/08/11 09:11:29 - mmengine - INFO - Epoch(train) [37][1080/1879] lr: 2.0000e-03 eta: 6:06:52 time: 0.8551 data_time: 0.0297 memory: 18413 grad_norm: 4.1167 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.8439 loss: 0.8439 2022/08/11 09:11:46 - mmengine - INFO - Epoch(train) [37][1100/1879] lr: 2.0000e-03 eta: 6:06:34 time: 0.8457 data_time: 0.0199 memory: 18413 grad_norm: 4.0595 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.0222 loss: 1.0222 2022/08/11 09:12:03 - mmengine - INFO - Epoch(train) [37][1120/1879] lr: 2.0000e-03 eta: 6:06:16 time: 0.8452 data_time: 0.0197 memory: 18413 grad_norm: 4.0637 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.8129 loss: 0.8129 2022/08/11 09:12:20 - mmengine - INFO - Epoch(train) [37][1140/1879] lr: 2.0000e-03 eta: 6:05:59 time: 0.8446 data_time: 0.0192 memory: 18413 grad_norm: 4.0804 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8433 loss: 0.8433 2022/08/11 09:12:37 - mmengine - INFO - Epoch(train) [37][1160/1879] lr: 2.0000e-03 eta: 6:05:41 time: 0.8463 data_time: 0.0205 memory: 18413 grad_norm: 4.1486 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.9330 loss: 0.9330 2022/08/11 09:12:54 - mmengine - INFO - Epoch(train) [37][1180/1879] lr: 2.0000e-03 eta: 6:05:23 time: 0.8459 data_time: 0.0204 memory: 18413 grad_norm: 4.0990 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7916 loss: 0.7916 2022/08/11 09:13:11 - mmengine - INFO - Epoch(train) [37][1200/1879] lr: 2.0000e-03 eta: 6:05:06 time: 0.8435 data_time: 0.0178 memory: 18413 grad_norm: 4.0484 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7840 loss: 0.7840 2022/08/11 09:13:28 - mmengine - INFO - Epoch(train) [37][1220/1879] lr: 2.0000e-03 eta: 6:04:48 time: 0.8434 data_time: 0.0179 memory: 18413 grad_norm: 4.0313 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 0.7959 loss: 0.7959 2022/08/11 09:13:45 - mmengine - INFO - Epoch(train) [37][1240/1879] lr: 2.0000e-03 eta: 6:04:30 time: 0.8527 data_time: 0.0189 memory: 18413 grad_norm: 4.0569 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.7880 loss: 0.7880 2022/08/11 09:14:02 - mmengine - INFO - Epoch(train) [37][1260/1879] lr: 2.0000e-03 eta: 6:04:13 time: 0.8476 data_time: 0.0205 memory: 18413 grad_norm: 3.9447 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 0.8402 loss: 0.8402 2022/08/11 09:14:19 - mmengine - INFO - Epoch(train) [37][1280/1879] lr: 2.0000e-03 eta: 6:03:55 time: 0.8444 data_time: 0.0195 memory: 18413 grad_norm: 4.1011 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8446 loss: 0.8446 2022/08/11 09:14:36 - mmengine - INFO - Epoch(train) [37][1300/1879] lr: 2.0000e-03 eta: 6:03:37 time: 0.8487 data_time: 0.0184 memory: 18413 grad_norm: 4.1903 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.9509 loss: 0.9509 2022/08/11 09:14:52 - mmengine - INFO - Epoch(train) [37][1320/1879] lr: 2.0000e-03 eta: 6:03:20 time: 0.8468 data_time: 0.0209 memory: 18413 grad_norm: 4.0298 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.8900 loss: 0.8900 2022/08/11 09:15:09 - mmengine - INFO - Epoch(train) [37][1340/1879] lr: 2.0000e-03 eta: 6:03:02 time: 0.8452 data_time: 0.0184 memory: 18413 grad_norm: 4.1082 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.0465 loss: 1.0465 2022/08/11 09:15:23 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 09:15:26 - mmengine - INFO - Epoch(train) [37][1360/1879] lr: 2.0000e-03 eta: 6:02:45 time: 0.8480 data_time: 0.0207 memory: 18413 grad_norm: 4.0693 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7604 loss: 0.7604 2022/08/11 09:15:43 - mmengine - INFO - Epoch(train) [37][1380/1879] lr: 2.0000e-03 eta: 6:02:27 time: 0.8536 data_time: 0.0208 memory: 18413 grad_norm: 4.0167 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7827 loss: 0.7827 2022/08/11 09:16:00 - mmengine - INFO - Epoch(train) [37][1400/1879] lr: 2.0000e-03 eta: 6:02:09 time: 0.8463 data_time: 0.0195 memory: 18413 grad_norm: 4.1542 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9134 loss: 0.9134 2022/08/11 09:16:17 - mmengine - INFO - Epoch(train) [37][1420/1879] lr: 2.0000e-03 eta: 6:01:52 time: 0.8472 data_time: 0.0180 memory: 18413 grad_norm: 4.0631 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8570 loss: 0.8570 2022/08/11 09:16:34 - mmengine - INFO - Epoch(train) [37][1440/1879] lr: 2.0000e-03 eta: 6:01:34 time: 0.8470 data_time: 0.0188 memory: 18413 grad_norm: 3.9644 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.6817 loss: 0.6817 2022/08/11 09:16:51 - mmengine - INFO - Epoch(train) [37][1460/1879] lr: 2.0000e-03 eta: 6:01:16 time: 0.8430 data_time: 0.0188 memory: 18413 grad_norm: 4.2170 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9154 loss: 0.9154 2022/08/11 09:17:08 - mmengine - INFO - Epoch(train) [37][1480/1879] lr: 2.0000e-03 eta: 6:00:59 time: 0.8458 data_time: 0.0189 memory: 18413 grad_norm: 4.1051 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.7341 loss: 0.7341 2022/08/11 09:17:25 - mmengine - INFO - Epoch(train) [37][1500/1879] lr: 2.0000e-03 eta: 6:00:41 time: 0.8437 data_time: 0.0203 memory: 18413 grad_norm: 4.0582 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 0.7374 loss: 0.7374 2022/08/11 09:17:42 - mmengine - INFO - Epoch(train) [37][1520/1879] lr: 2.0000e-03 eta: 6:00:23 time: 0.8474 data_time: 0.0196 memory: 18413 grad_norm: 4.1325 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7989 loss: 0.7989 2022/08/11 09:17:59 - mmengine - INFO - Epoch(train) [37][1540/1879] lr: 2.0000e-03 eta: 6:00:06 time: 0.8473 data_time: 0.0194 memory: 18413 grad_norm: 4.0766 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.8641 loss: 0.8641 2022/08/11 09:18:16 - mmengine - INFO - Epoch(train) [37][1560/1879] lr: 2.0000e-03 eta: 5:59:48 time: 0.8661 data_time: 0.0403 memory: 18413 grad_norm: 4.0350 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.7436 loss: 0.7436 2022/08/11 09:18:33 - mmengine - INFO - Epoch(train) [37][1580/1879] lr: 2.0000e-03 eta: 5:59:31 time: 0.8442 data_time: 0.0211 memory: 18413 grad_norm: 4.0061 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 0.8579 loss: 0.8579 2022/08/11 09:18:50 - mmengine - INFO - Epoch(train) [37][1600/1879] lr: 2.0000e-03 eta: 5:59:13 time: 0.8478 data_time: 0.0195 memory: 18413 grad_norm: 4.1123 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.8724 loss: 0.8724 2022/08/11 09:19:07 - mmengine - INFO - Epoch(train) [37][1620/1879] lr: 2.0000e-03 eta: 5:58:55 time: 0.8470 data_time: 0.0202 memory: 18413 grad_norm: 3.9828 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8775 loss: 0.8775 2022/08/11 09:19:24 - mmengine - INFO - Epoch(train) [37][1640/1879] lr: 2.0000e-03 eta: 5:58:38 time: 0.8488 data_time: 0.0253 memory: 18413 grad_norm: 4.2212 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8882 loss: 0.8882 2022/08/11 09:19:41 - mmengine - INFO - Epoch(train) [37][1660/1879] lr: 2.0000e-03 eta: 5:58:20 time: 0.8463 data_time: 0.0188 memory: 18413 grad_norm: 4.0562 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.8378 loss: 0.8378 2022/08/11 09:19:58 - mmengine - INFO - Epoch(train) [37][1680/1879] lr: 2.0000e-03 eta: 5:58:03 time: 0.8470 data_time: 0.0193 memory: 18413 grad_norm: 4.0524 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7820 loss: 0.7820 2022/08/11 09:20:15 - mmengine - INFO - Epoch(train) [37][1700/1879] lr: 2.0000e-03 eta: 5:57:45 time: 0.8484 data_time: 0.0182 memory: 18413 grad_norm: 4.0640 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7714 loss: 0.7714 2022/08/11 09:20:32 - mmengine - INFO - Epoch(train) [37][1720/1879] lr: 2.0000e-03 eta: 5:57:27 time: 0.8423 data_time: 0.0189 memory: 18413 grad_norm: 3.9897 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.9055 loss: 0.9055 2022/08/11 09:20:49 - mmengine - INFO - Epoch(train) [37][1740/1879] lr: 2.0000e-03 eta: 5:57:10 time: 0.8487 data_time: 0.0198 memory: 18413 grad_norm: 4.2048 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.9194 loss: 0.9194 2022/08/11 09:21:06 - mmengine - INFO - Epoch(train) [37][1760/1879] lr: 2.0000e-03 eta: 5:56:52 time: 0.8517 data_time: 0.0176 memory: 18413 grad_norm: 4.0158 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8663 loss: 0.8663 2022/08/11 09:21:23 - mmengine - INFO - Epoch(train) [37][1780/1879] lr: 2.0000e-03 eta: 5:56:35 time: 0.8525 data_time: 0.0222 memory: 18413 grad_norm: 4.1005 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8913 loss: 0.8913 2022/08/11 09:21:40 - mmengine - INFO - Epoch(train) [37][1800/1879] lr: 2.0000e-03 eta: 5:56:17 time: 0.8506 data_time: 0.0167 memory: 18413 grad_norm: 4.0836 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8858 loss: 0.8858 2022/08/11 09:21:57 - mmengine - INFO - Epoch(train) [37][1820/1879] lr: 2.0000e-03 eta: 5:55:59 time: 0.8526 data_time: 0.0200 memory: 18413 grad_norm: 4.1730 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.8969 loss: 0.8969 2022/08/11 09:22:14 - mmengine - INFO - Epoch(train) [37][1840/1879] lr: 2.0000e-03 eta: 5:55:42 time: 0.8531 data_time: 0.0187 memory: 18413 grad_norm: 4.0819 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.6201 loss: 0.6201 2022/08/11 09:22:31 - mmengine - INFO - Epoch(train) [37][1860/1879] lr: 2.0000e-03 eta: 5:55:24 time: 0.8497 data_time: 0.0189 memory: 18413 grad_norm: 4.0493 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.6806 loss: 0.6806 2022/08/11 09:22:46 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 09:22:46 - mmengine - INFO - Epoch(train) [37][1879/1879] lr: 2.0000e-03 eta: 5:55:24 time: 0.8206 data_time: 0.0170 memory: 18413 grad_norm: 4.2698 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 0.9083 loss: 0.9083 2022/08/11 09:23:00 - mmengine - INFO - Epoch(val) [37][20/155] eta: 0:01:34 time: 0.6989 data_time: 0.4604 memory: 2590 2022/08/11 09:23:15 - mmengine - INFO - Epoch(val) [37][40/155] eta: 0:01:22 time: 0.7166 data_time: 0.4799 memory: 2590 2022/08/11 09:23:27 - mmengine - INFO - Epoch(val) [37][60/155] eta: 0:00:57 time: 0.6081 data_time: 0.3698 memory: 2590 2022/08/11 09:23:41 - mmengine - INFO - Epoch(val) [37][80/155] eta: 0:00:54 time: 0.7223 data_time: 0.4854 memory: 2590 2022/08/11 09:23:50 - mmengine - INFO - Epoch(val) [37][100/155] eta: 0:00:24 time: 0.4372 data_time: 0.2026 memory: 2590 2022/08/11 09:24:06 - mmengine - INFO - Epoch(val) [37][120/155] eta: 0:00:28 time: 0.8093 data_time: 0.5756 memory: 2590 2022/08/11 09:24:18 - mmengine - INFO - Epoch(val) [37][140/155] eta: 0:00:08 time: 0.5657 data_time: 0.3324 memory: 2590 2022/08/11 09:24:34 - mmengine - INFO - Epoch(val) [37][155/155] acc/top1: 0.7208 acc/top5: 0.9028 acc/mean1: 0.7207 2022/08/11 09:24:34 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_36.pth is removed 2022/08/11 09:24:36 - mmengine - INFO - The best checkpoint with 0.7208 acc/top1 at 38 epoch is saved to best_acc/top1_epoch_38.pth. 2022/08/11 09:25:00 - mmengine - INFO - Epoch(train) [38][20/1879] lr: 2.0000e-03 eta: 5:54:46 time: 1.1746 data_time: 0.3476 memory: 18413 grad_norm: 4.0180 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.8634 loss: 0.8634 2022/08/11 09:25:17 - mmengine - INFO - Epoch(train) [38][40/1879] lr: 2.0000e-03 eta: 5:54:29 time: 0.8614 data_time: 0.0192 memory: 18413 grad_norm: 4.0896 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.8971 loss: 0.8971 2022/08/11 09:25:34 - mmengine - INFO - Epoch(train) [38][60/1879] lr: 2.0000e-03 eta: 5:54:11 time: 0.8496 data_time: 0.0196 memory: 18413 grad_norm: 4.0307 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8512 loss: 0.8512 2022/08/11 09:25:51 - mmengine - INFO - Epoch(train) [38][80/1879] lr: 2.0000e-03 eta: 5:53:54 time: 0.8557 data_time: 0.0173 memory: 18413 grad_norm: 4.2134 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8365 loss: 0.8365 2022/08/11 09:26:08 - mmengine - INFO - Epoch(train) [38][100/1879] lr: 2.0000e-03 eta: 5:53:36 time: 0.8457 data_time: 0.0181 memory: 18413 grad_norm: 4.0673 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7841 loss: 0.7841 2022/08/11 09:26:25 - mmengine - INFO - Epoch(train) [38][120/1879] lr: 2.0000e-03 eta: 5:53:19 time: 0.8522 data_time: 0.0189 memory: 18413 grad_norm: 4.0542 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.6680 loss: 0.6680 2022/08/11 09:26:42 - mmengine - INFO - Epoch(train) [38][140/1879] lr: 2.0000e-03 eta: 5:53:01 time: 0.8572 data_time: 0.0191 memory: 18413 grad_norm: 4.1178 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8936 loss: 0.8936 2022/08/11 09:26:59 - mmengine - INFO - Epoch(train) [38][160/1879] lr: 2.0000e-03 eta: 5:52:43 time: 0.8583 data_time: 0.0194 memory: 18413 grad_norm: 4.0170 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 0.6502 loss: 0.6502 2022/08/11 09:27:16 - mmengine - INFO - Epoch(train) [38][180/1879] lr: 2.0000e-03 eta: 5:52:26 time: 0.8551 data_time: 0.0178 memory: 18413 grad_norm: 4.0307 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7480 loss: 0.7480 2022/08/11 09:27:34 - mmengine - INFO - Epoch(train) [38][200/1879] lr: 2.0000e-03 eta: 5:52:08 time: 0.8598 data_time: 0.0190 memory: 18413 grad_norm: 4.1178 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8534 loss: 0.8534 2022/08/11 09:27:51 - mmengine - INFO - Epoch(train) [38][220/1879] lr: 2.0000e-03 eta: 5:51:51 time: 0.8756 data_time: 0.0390 memory: 18413 grad_norm: 4.1203 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8944 loss: 0.8944 2022/08/11 09:28:08 - mmengine - INFO - Epoch(train) [38][240/1879] lr: 2.0000e-03 eta: 5:51:33 time: 0.8535 data_time: 0.0197 memory: 18413 grad_norm: 4.2498 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8636 loss: 0.8636 2022/08/11 09:28:25 - mmengine - INFO - Epoch(train) [38][260/1879] lr: 2.0000e-03 eta: 5:51:16 time: 0.8636 data_time: 0.0201 memory: 18413 grad_norm: 4.0499 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8478 loss: 0.8478 2022/08/11 09:28:43 - mmengine - INFO - Epoch(train) [38][280/1879] lr: 2.0000e-03 eta: 5:50:58 time: 0.8576 data_time: 0.0198 memory: 18413 grad_norm: 4.0293 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8410 loss: 0.8410 2022/08/11 09:29:00 - mmengine - INFO - Epoch(train) [38][300/1879] lr: 2.0000e-03 eta: 5:50:41 time: 0.8508 data_time: 0.0194 memory: 18413 grad_norm: 4.0545 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8176 loss: 0.8176 2022/08/11 09:29:17 - mmengine - INFO - Epoch(train) [38][320/1879] lr: 2.0000e-03 eta: 5:50:23 time: 0.8534 data_time: 0.0184 memory: 18413 grad_norm: 4.1478 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7385 loss: 0.7385 2022/08/11 09:29:34 - mmengine - INFO - Epoch(train) [38][340/1879] lr: 2.0000e-03 eta: 5:50:06 time: 0.8524 data_time: 0.0199 memory: 18413 grad_norm: 4.1097 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7631 loss: 0.7631 2022/08/11 09:29:51 - mmengine - INFO - Epoch(train) [38][360/1879] lr: 2.0000e-03 eta: 5:49:48 time: 0.8520 data_time: 0.0200 memory: 18413 grad_norm: 4.2060 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.8234 loss: 0.8234 2022/08/11 09:30:08 - mmengine - INFO - Epoch(train) [38][380/1879] lr: 2.0000e-03 eta: 5:49:30 time: 0.8553 data_time: 0.0176 memory: 18413 grad_norm: 3.8778 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.6821 loss: 0.6821 2022/08/11 09:30:25 - mmengine - INFO - Epoch(train) [38][400/1879] lr: 2.0000e-03 eta: 5:49:13 time: 0.8724 data_time: 0.0419 memory: 18413 grad_norm: 4.0691 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.8330 loss: 0.8330 2022/08/11 09:30:42 - mmengine - INFO - Epoch(train) [38][420/1879] lr: 2.0000e-03 eta: 5:48:55 time: 0.8496 data_time: 0.0194 memory: 18413 grad_norm: 4.0258 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.8396 loss: 0.8396 2022/08/11 09:31:00 - mmengine - INFO - Epoch(train) [38][440/1879] lr: 2.0000e-03 eta: 5:48:38 time: 0.8666 data_time: 0.0353 memory: 18413 grad_norm: 4.1377 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.8529 loss: 0.8529 2022/08/11 09:31:17 - mmengine - INFO - Epoch(train) [38][460/1879] lr: 2.0000e-03 eta: 5:48:20 time: 0.8466 data_time: 0.0208 memory: 18413 grad_norm: 3.9552 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8151 loss: 0.8151 2022/08/11 09:31:31 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 09:31:34 - mmengine - INFO - Epoch(train) [38][480/1879] lr: 2.0000e-03 eta: 5:48:03 time: 0.8477 data_time: 0.0164 memory: 18413 grad_norm: 4.1833 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 0.9215 loss: 0.9215 2022/08/11 09:31:51 - mmengine - INFO - Epoch(train) [38][500/1879] lr: 2.0000e-03 eta: 5:47:45 time: 0.8506 data_time: 0.0177 memory: 18413 grad_norm: 4.1298 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.8666 loss: 0.8666 2022/08/11 09:32:08 - mmengine - INFO - Epoch(train) [38][520/1879] lr: 2.0000e-03 eta: 5:47:28 time: 0.8481 data_time: 0.0176 memory: 18413 grad_norm: 4.0667 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8389 loss: 0.8389 2022/08/11 09:32:25 - mmengine - INFO - Epoch(train) [38][540/1879] lr: 2.0000e-03 eta: 5:47:10 time: 0.8625 data_time: 0.0340 memory: 18413 grad_norm: 3.9449 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.8161 loss: 0.8161 2022/08/11 09:32:42 - mmengine - INFO - Epoch(train) [38][560/1879] lr: 2.0000e-03 eta: 5:46:52 time: 0.8528 data_time: 0.0187 memory: 18413 grad_norm: 4.0032 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8750 loss: 0.8750 2022/08/11 09:32:59 - mmengine - INFO - Epoch(train) [38][580/1879] lr: 2.0000e-03 eta: 5:46:35 time: 0.8574 data_time: 0.0190 memory: 18413 grad_norm: 4.0863 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8642 loss: 0.8642 2022/08/11 09:33:16 - mmengine - INFO - Epoch(train) [38][600/1879] lr: 2.0000e-03 eta: 5:46:17 time: 0.8447 data_time: 0.0191 memory: 18413 grad_norm: 4.0270 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8839 loss: 0.8839 2022/08/11 09:33:33 - mmengine - INFO - Epoch(train) [38][620/1879] lr: 2.0000e-03 eta: 5:46:00 time: 0.8444 data_time: 0.0193 memory: 18413 grad_norm: 4.0542 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7843 loss: 0.7843 2022/08/11 09:33:50 - mmengine - INFO - Epoch(train) [38][640/1879] lr: 2.0000e-03 eta: 5:45:42 time: 0.8466 data_time: 0.0184 memory: 18413 grad_norm: 4.1891 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7843 loss: 0.7843 2022/08/11 09:34:07 - mmengine - INFO - Epoch(train) [38][660/1879] lr: 2.0000e-03 eta: 5:45:24 time: 0.8550 data_time: 0.0242 memory: 18413 grad_norm: 4.2115 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.9084 loss: 0.9084 2022/08/11 09:34:24 - mmengine - INFO - Epoch(train) [38][680/1879] lr: 2.0000e-03 eta: 5:45:07 time: 0.8564 data_time: 0.0243 memory: 18413 grad_norm: 4.2040 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8290 loss: 0.8290 2022/08/11 09:34:41 - mmengine - INFO - Epoch(train) [38][700/1879] lr: 2.0000e-03 eta: 5:44:49 time: 0.8595 data_time: 0.0316 memory: 18413 grad_norm: 4.1131 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.9085 loss: 0.9085 2022/08/11 09:34:58 - mmengine - INFO - Epoch(train) [38][720/1879] lr: 2.0000e-03 eta: 5:44:32 time: 0.8474 data_time: 0.0191 memory: 18413 grad_norm: 4.2224 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8679 loss: 0.8679 2022/08/11 09:35:15 - mmengine - INFO - Epoch(train) [38][740/1879] lr: 2.0000e-03 eta: 5:44:14 time: 0.8551 data_time: 0.0205 memory: 18413 grad_norm: 3.9893 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7177 loss: 0.7177 2022/08/11 09:35:32 - mmengine - INFO - Epoch(train) [38][760/1879] lr: 2.0000e-03 eta: 5:43:57 time: 0.8474 data_time: 0.0193 memory: 18413 grad_norm: 4.0659 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8937 loss: 0.8937 2022/08/11 09:35:49 - mmengine - INFO - Epoch(train) [38][780/1879] lr: 2.0000e-03 eta: 5:43:39 time: 0.8535 data_time: 0.0214 memory: 18413 grad_norm: 4.0104 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.8991 loss: 0.8991 2022/08/11 09:36:06 - mmengine - INFO - Epoch(train) [38][800/1879] lr: 2.0000e-03 eta: 5:43:22 time: 0.8548 data_time: 0.0180 memory: 18413 grad_norm: 4.2128 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.8505 loss: 0.8505 2022/08/11 09:36:23 - mmengine - INFO - Epoch(train) [38][820/1879] lr: 2.0000e-03 eta: 5:43:04 time: 0.8493 data_time: 0.0190 memory: 18413 grad_norm: 4.2173 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8939 loss: 0.8939 2022/08/11 09:36:40 - mmengine - INFO - Epoch(train) [38][840/1879] lr: 2.0000e-03 eta: 5:42:46 time: 0.8478 data_time: 0.0188 memory: 18413 grad_norm: 4.2643 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 0.8172 loss: 0.8172 2022/08/11 09:36:57 - mmengine - INFO - Epoch(train) [38][860/1879] lr: 2.0000e-03 eta: 5:42:29 time: 0.8493 data_time: 0.0195 memory: 18413 grad_norm: 4.1982 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7997 loss: 0.7997 2022/08/11 09:37:14 - mmengine - INFO - Epoch(train) [38][880/1879] lr: 2.0000e-03 eta: 5:42:11 time: 0.8519 data_time: 0.0198 memory: 18413 grad_norm: 4.0725 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7624 loss: 0.7624 2022/08/11 09:37:31 - mmengine - INFO - Epoch(train) [38][900/1879] lr: 2.0000e-03 eta: 5:41:54 time: 0.8465 data_time: 0.0196 memory: 18413 grad_norm: 4.2455 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9149 loss: 0.9149 2022/08/11 09:37:48 - mmengine - INFO - Epoch(train) [38][920/1879] lr: 2.0000e-03 eta: 5:41:36 time: 0.8544 data_time: 0.0209 memory: 18413 grad_norm: 4.2245 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.9656 loss: 0.9656 2022/08/11 09:38:05 - mmengine - INFO - Epoch(train) [38][940/1879] lr: 2.0000e-03 eta: 5:41:18 time: 0.8512 data_time: 0.0199 memory: 18413 grad_norm: 4.0607 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 0.7064 loss: 0.7064 2022/08/11 09:38:22 - mmengine - INFO - Epoch(train) [38][960/1879] lr: 2.0000e-03 eta: 5:41:01 time: 0.8467 data_time: 0.0210 memory: 18413 grad_norm: 4.2947 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8806 loss: 0.8806 2022/08/11 09:38:39 - mmengine - INFO - Epoch(train) [38][980/1879] lr: 2.0000e-03 eta: 5:40:43 time: 0.8459 data_time: 0.0191 memory: 18413 grad_norm: 4.0882 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.9447 loss: 0.9447 2022/08/11 09:38:56 - mmengine - INFO - Epoch(train) [38][1000/1879] lr: 2.0000e-03 eta: 5:40:26 time: 0.8462 data_time: 0.0189 memory: 18413 grad_norm: 4.0447 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8631 loss: 0.8631 2022/08/11 09:39:13 - mmengine - INFO - Epoch(train) [38][1020/1879] lr: 2.0000e-03 eta: 5:40:08 time: 0.8484 data_time: 0.0201 memory: 18413 grad_norm: 4.0219 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8152 loss: 0.8152 2022/08/11 09:39:30 - mmengine - INFO - Epoch(train) [38][1040/1879] lr: 2.0000e-03 eta: 5:39:50 time: 0.8478 data_time: 0.0186 memory: 18413 grad_norm: 4.1872 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.8623 loss: 0.8623 2022/08/11 09:39:48 - mmengine - INFO - Epoch(train) [38][1060/1879] lr: 2.0000e-03 eta: 5:39:33 time: 0.8638 data_time: 0.0354 memory: 18413 grad_norm: 4.1216 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.8756 loss: 0.8756 2022/08/11 09:40:04 - mmengine - INFO - Epoch(train) [38][1080/1879] lr: 2.0000e-03 eta: 5:39:15 time: 0.8445 data_time: 0.0190 memory: 18413 grad_norm: 4.0166 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.0471 loss: 1.0471 2022/08/11 09:40:23 - mmengine - INFO - Epoch(train) [38][1100/1879] lr: 2.0000e-03 eta: 5:38:58 time: 0.9075 data_time: 0.0667 memory: 18413 grad_norm: 4.0498 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.9527 loss: 0.9527 2022/08/11 09:40:40 - mmengine - INFO - Epoch(train) [38][1120/1879] lr: 2.0000e-03 eta: 5:38:41 time: 0.8626 data_time: 0.0205 memory: 18413 grad_norm: 4.1408 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7718 loss: 0.7718 2022/08/11 09:40:57 - mmengine - INFO - Epoch(train) [38][1140/1879] lr: 2.0000e-03 eta: 5:38:23 time: 0.8479 data_time: 0.0202 memory: 18413 grad_norm: 4.1268 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8168 loss: 0.8168 2022/08/11 09:41:14 - mmengine - INFO - Epoch(train) [38][1160/1879] lr: 2.0000e-03 eta: 5:38:05 time: 0.8507 data_time: 0.0176 memory: 18413 grad_norm: 4.1539 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7990 loss: 0.7990 2022/08/11 09:41:31 - mmengine - INFO - Epoch(train) [38][1180/1879] lr: 2.0000e-03 eta: 5:37:48 time: 0.8521 data_time: 0.0182 memory: 18413 grad_norm: 4.1713 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9039 loss: 0.9039 2022/08/11 09:41:48 - mmengine - INFO - Epoch(train) [38][1200/1879] lr: 2.0000e-03 eta: 5:37:30 time: 0.8456 data_time: 0.0179 memory: 18413 grad_norm: 4.0520 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7173 loss: 0.7173 2022/08/11 09:42:05 - mmengine - INFO - Epoch(train) [38][1220/1879] lr: 2.0000e-03 eta: 5:37:13 time: 0.8520 data_time: 0.0195 memory: 18413 grad_norm: 4.0613 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7771 loss: 0.7771 2022/08/11 09:42:22 - mmengine - INFO - Epoch(train) [38][1240/1879] lr: 2.0000e-03 eta: 5:36:55 time: 0.8503 data_time: 0.0196 memory: 18413 grad_norm: 4.0766 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.6885 loss: 0.6885 2022/08/11 09:42:39 - mmengine - INFO - Epoch(train) [38][1260/1879] lr: 2.0000e-03 eta: 5:36:37 time: 0.8461 data_time: 0.0192 memory: 18413 grad_norm: 4.0747 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.7851 loss: 0.7851 2022/08/11 09:42:56 - mmengine - INFO - Epoch(train) [38][1280/1879] lr: 2.0000e-03 eta: 5:36:20 time: 0.8486 data_time: 0.0166 memory: 18413 grad_norm: 4.0873 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 0.8793 loss: 0.8793 2022/08/11 09:43:13 - mmengine - INFO - Epoch(train) [38][1300/1879] lr: 2.0000e-03 eta: 5:36:02 time: 0.8571 data_time: 0.0203 memory: 18413 grad_norm: 4.1430 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8709 loss: 0.8709 2022/08/11 09:43:30 - mmengine - INFO - Epoch(train) [38][1320/1879] lr: 2.0000e-03 eta: 5:35:45 time: 0.8566 data_time: 0.0166 memory: 18413 grad_norm: 4.1833 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.9175 loss: 0.9175 2022/08/11 09:43:47 - mmengine - INFO - Epoch(train) [38][1340/1879] lr: 2.0000e-03 eta: 5:35:27 time: 0.8488 data_time: 0.0178 memory: 18413 grad_norm: 4.1827 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7535 loss: 0.7535 2022/08/11 09:44:04 - mmengine - INFO - Epoch(train) [38][1360/1879] lr: 2.0000e-03 eta: 5:35:10 time: 0.8581 data_time: 0.0203 memory: 18413 grad_norm: 4.1762 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9502 loss: 0.9502 2022/08/11 09:44:21 - mmengine - INFO - Epoch(train) [38][1380/1879] lr: 2.0000e-03 eta: 5:34:52 time: 0.8480 data_time: 0.0195 memory: 18413 grad_norm: 4.1526 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.8924 loss: 0.8924 2022/08/11 09:44:38 - mmengine - INFO - Epoch(train) [38][1400/1879] lr: 2.0000e-03 eta: 5:34:35 time: 0.8481 data_time: 0.0167 memory: 18413 grad_norm: 4.0043 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7870 loss: 0.7870 2022/08/11 09:44:55 - mmengine - INFO - Epoch(train) [38][1420/1879] lr: 2.0000e-03 eta: 5:34:17 time: 0.8562 data_time: 0.0186 memory: 18413 grad_norm: 4.1497 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 0.8568 loss: 0.8568 2022/08/11 09:45:12 - mmengine - INFO - Epoch(train) [38][1440/1879] lr: 2.0000e-03 eta: 5:33:59 time: 0.8579 data_time: 0.0222 memory: 18413 grad_norm: 4.0899 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.6705 loss: 0.6705 2022/08/11 09:45:29 - mmengine - INFO - Epoch(train) [38][1460/1879] lr: 2.0000e-03 eta: 5:33:42 time: 0.8517 data_time: 0.0190 memory: 18413 grad_norm: 4.1103 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.9176 loss: 0.9176 2022/08/11 09:45:44 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 09:45:46 - mmengine - INFO - Epoch(train) [38][1480/1879] lr: 2.0000e-03 eta: 5:33:24 time: 0.8459 data_time: 0.0198 memory: 18413 grad_norm: 4.2631 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0304 loss: 1.0304 2022/08/11 09:46:03 - mmengine - INFO - Epoch(train) [38][1500/1879] lr: 2.0000e-03 eta: 5:33:07 time: 0.8525 data_time: 0.0187 memory: 18413 grad_norm: 4.1509 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.7426 loss: 0.7426 2022/08/11 09:46:20 - mmengine - INFO - Epoch(train) [38][1520/1879] lr: 2.0000e-03 eta: 5:32:49 time: 0.8443 data_time: 0.0166 memory: 18413 grad_norm: 3.9886 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 0.7914 loss: 0.7914 2022/08/11 09:46:37 - mmengine - INFO - Epoch(train) [38][1540/1879] lr: 2.0000e-03 eta: 5:32:32 time: 0.8429 data_time: 0.0187 memory: 18413 grad_norm: 4.1236 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7710 loss: 0.7710 2022/08/11 09:46:54 - mmengine - INFO - Epoch(train) [38][1560/1879] lr: 2.0000e-03 eta: 5:32:14 time: 0.8549 data_time: 0.0231 memory: 18413 grad_norm: 4.0294 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7734 loss: 0.7734 2022/08/11 09:47:11 - mmengine - INFO - Epoch(train) [38][1580/1879] lr: 2.0000e-03 eta: 5:31:56 time: 0.8451 data_time: 0.0198 memory: 18413 grad_norm: 4.1454 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.9741 loss: 0.9741 2022/08/11 09:47:28 - mmengine - INFO - Epoch(train) [38][1600/1879] lr: 2.0000e-03 eta: 5:31:39 time: 0.8446 data_time: 0.0197 memory: 18413 grad_norm: 4.1929 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7652 loss: 0.7652 2022/08/11 09:47:45 - mmengine - INFO - Epoch(train) [38][1620/1879] lr: 2.0000e-03 eta: 5:31:21 time: 0.8493 data_time: 0.0215 memory: 18413 grad_norm: 4.3409 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.8507 loss: 0.8507 2022/08/11 09:48:02 - mmengine - INFO - Epoch(train) [38][1640/1879] lr: 2.0000e-03 eta: 5:31:04 time: 0.8478 data_time: 0.0182 memory: 18413 grad_norm: 4.2698 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.9383 loss: 0.9383 2022/08/11 09:48:19 - mmengine - INFO - Epoch(train) [38][1660/1879] lr: 2.0000e-03 eta: 5:30:46 time: 0.8473 data_time: 0.0206 memory: 18413 grad_norm: 4.2079 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6868 loss: 0.6868 2022/08/11 09:48:36 - mmengine - INFO - Epoch(train) [38][1680/1879] lr: 2.0000e-03 eta: 5:30:28 time: 0.8468 data_time: 0.0189 memory: 18413 grad_norm: 4.0686 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8505 loss: 0.8505 2022/08/11 09:48:53 - mmengine - INFO - Epoch(train) [38][1700/1879] lr: 2.0000e-03 eta: 5:30:11 time: 0.8444 data_time: 0.0199 memory: 18413 grad_norm: 4.1196 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8709 loss: 0.8709 2022/08/11 09:49:10 - mmengine - INFO - Epoch(train) [38][1720/1879] lr: 2.0000e-03 eta: 5:29:53 time: 0.8535 data_time: 0.0211 memory: 18413 grad_norm: 4.2479 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.9432 loss: 0.9432 2022/08/11 09:49:27 - mmengine - INFO - Epoch(train) [38][1740/1879] lr: 2.0000e-03 eta: 5:29:36 time: 0.8537 data_time: 0.0188 memory: 18413 grad_norm: 4.2007 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8099 loss: 0.8099 2022/08/11 09:49:44 - mmengine - INFO - Epoch(train) [38][1760/1879] lr: 2.0000e-03 eta: 5:29:18 time: 0.8550 data_time: 0.0256 memory: 18413 grad_norm: 4.2870 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8573 loss: 0.8573 2022/08/11 09:50:01 - mmengine - INFO - Epoch(train) [38][1780/1879] lr: 2.0000e-03 eta: 5:29:01 time: 0.8544 data_time: 0.0280 memory: 18413 grad_norm: 4.0432 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6898 loss: 0.6898 2022/08/11 09:50:18 - mmengine - INFO - Epoch(train) [38][1800/1879] lr: 2.0000e-03 eta: 5:28:43 time: 0.8555 data_time: 0.0216 memory: 18413 grad_norm: 4.1943 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8749 loss: 0.8749 2022/08/11 09:50:35 - mmengine - INFO - Epoch(train) [38][1820/1879] lr: 2.0000e-03 eta: 5:28:25 time: 0.8437 data_time: 0.0177 memory: 18413 grad_norm: 4.2230 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 0.9650 loss: 0.9650 2022/08/11 09:50:52 - mmengine - INFO - Epoch(train) [38][1840/1879] lr: 2.0000e-03 eta: 5:28:08 time: 0.8471 data_time: 0.0191 memory: 18413 grad_norm: 4.1637 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7890 loss: 0.7890 2022/08/11 09:51:09 - mmengine - INFO - Epoch(train) [38][1860/1879] lr: 2.0000e-03 eta: 5:27:50 time: 0.8534 data_time: 0.0205 memory: 18413 grad_norm: 4.0821 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7906 loss: 0.7906 2022/08/11 09:51:25 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 09:51:25 - mmengine - INFO - Epoch(train) [38][1879/1879] lr: 2.0000e-03 eta: 5:27:50 time: 0.8187 data_time: 0.0195 memory: 18413 grad_norm: 4.2368 top1_acc: 0.8571 top5_acc: 0.8571 loss_cls: 0.7496 loss: 0.7496 2022/08/11 09:51:39 - mmengine - INFO - Epoch(val) [38][20/155] eta: 0:01:34 time: 0.6974 data_time: 0.4467 memory: 2590 2022/08/11 09:51:48 - mmengine - INFO - Epoch(val) [38][40/155] eta: 0:00:52 time: 0.4603 data_time: 0.2233 memory: 2590 2022/08/11 09:52:01 - mmengine - INFO - Epoch(val) [38][60/155] eta: 0:01:03 time: 0.6670 data_time: 0.4297 memory: 2590 2022/08/11 09:52:19 - mmengine - INFO - Epoch(val) [38][80/155] eta: 0:01:04 time: 0.8579 data_time: 0.6215 memory: 2590 2022/08/11 09:52:34 - mmengine - INFO - Epoch(val) [38][100/155] eta: 0:00:41 time: 0.7502 data_time: 0.5138 memory: 2590 2022/08/11 09:52:41 - mmengine - INFO - Epoch(val) [38][120/155] eta: 0:00:12 time: 0.3523 data_time: 0.1158 memory: 2590 2022/08/11 09:52:53 - mmengine - INFO - Epoch(val) [38][140/155] eta: 0:00:09 time: 0.6112 data_time: 0.3782 memory: 2590 2022/08/11 09:53:12 - mmengine - INFO - Epoch(val) [38][155/155] acc/top1: 0.7195 acc/top5: 0.9041 acc/mean1: 0.7193 2022/08/11 09:53:41 - mmengine - INFO - Epoch(train) [39][20/1879] lr: 2.0000e-03 eta: 5:27:15 time: 1.4513 data_time: 0.2344 memory: 18413 grad_norm: 3.9806 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7053 loss: 0.7053 2022/08/11 09:53:58 - mmengine - INFO - Epoch(train) [39][40/1879] lr: 2.0000e-03 eta: 5:26:57 time: 0.8440 data_time: 0.0183 memory: 18413 grad_norm: 4.1708 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9310 loss: 0.9310 2022/08/11 09:54:15 - mmengine - INFO - Epoch(train) [39][60/1879] lr: 2.0000e-03 eta: 5:26:40 time: 0.8397 data_time: 0.0202 memory: 18413 grad_norm: 4.2213 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.9095 loss: 0.9095 2022/08/11 09:54:31 - mmengine - INFO - Epoch(train) [39][80/1879] lr: 2.0000e-03 eta: 5:26:22 time: 0.8404 data_time: 0.0199 memory: 18413 grad_norm: 4.1866 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8001 loss: 0.8001 2022/08/11 09:54:48 - mmengine - INFO - Epoch(train) [39][100/1879] lr: 2.0000e-03 eta: 5:26:04 time: 0.8405 data_time: 0.0191 memory: 18413 grad_norm: 4.0952 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.7065 loss: 0.7065 2022/08/11 09:55:05 - mmengine - INFO - Epoch(train) [39][120/1879] lr: 2.0000e-03 eta: 5:25:47 time: 0.8436 data_time: 0.0208 memory: 18413 grad_norm: 4.1700 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.7843 loss: 0.7843 2022/08/11 09:55:24 - mmengine - INFO - Epoch(train) [39][140/1879] lr: 2.0000e-03 eta: 5:25:30 time: 0.9339 data_time: 0.1066 memory: 18413 grad_norm: 3.9190 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7196 loss: 0.7196 2022/08/11 09:55:41 - mmengine - INFO - Epoch(train) [39][160/1879] lr: 2.0000e-03 eta: 5:25:12 time: 0.8445 data_time: 0.0181 memory: 18413 grad_norm: 4.1206 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8128 loss: 0.8128 2022/08/11 09:55:58 - mmengine - INFO - Epoch(train) [39][180/1879] lr: 2.0000e-03 eta: 5:24:54 time: 0.8482 data_time: 0.0190 memory: 18413 grad_norm: 4.2244 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.8098 loss: 0.8098 2022/08/11 09:56:15 - mmengine - INFO - Epoch(train) [39][200/1879] lr: 2.0000e-03 eta: 5:24:37 time: 0.8474 data_time: 0.0200 memory: 18413 grad_norm: 4.0715 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.7530 loss: 0.7530 2022/08/11 09:56:32 - mmengine - INFO - Epoch(train) [39][220/1879] lr: 2.0000e-03 eta: 5:24:19 time: 0.8498 data_time: 0.0189 memory: 18413 grad_norm: 4.3202 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7565 loss: 0.7565 2022/08/11 09:56:49 - mmengine - INFO - Epoch(train) [39][240/1879] lr: 2.0000e-03 eta: 5:24:02 time: 0.8474 data_time: 0.0195 memory: 18413 grad_norm: 4.1562 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.5993 loss: 0.5993 2022/08/11 09:57:06 - mmengine - INFO - Epoch(train) [39][260/1879] lr: 2.0000e-03 eta: 5:23:44 time: 0.8469 data_time: 0.0196 memory: 18413 grad_norm: 4.0774 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.7256 loss: 0.7256 2022/08/11 09:57:23 - mmengine - INFO - Epoch(train) [39][280/1879] lr: 2.0000e-03 eta: 5:23:27 time: 0.8500 data_time: 0.0200 memory: 18413 grad_norm: 4.3283 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8957 loss: 0.8957 2022/08/11 09:57:40 - mmengine - INFO - Epoch(train) [39][300/1879] lr: 2.0000e-03 eta: 5:23:09 time: 0.8509 data_time: 0.0193 memory: 18413 grad_norm: 4.2932 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9600 loss: 0.9600 2022/08/11 09:57:57 - mmengine - INFO - Epoch(train) [39][320/1879] lr: 2.0000e-03 eta: 5:22:52 time: 0.8660 data_time: 0.0203 memory: 18413 grad_norm: 4.2683 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.7771 loss: 0.7771 2022/08/11 09:58:14 - mmengine - INFO - Epoch(train) [39][340/1879] lr: 2.0000e-03 eta: 5:22:34 time: 0.8456 data_time: 0.0183 memory: 18413 grad_norm: 4.0400 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 0.8080 loss: 0.8080 2022/08/11 09:58:31 - mmengine - INFO - Epoch(train) [39][360/1879] lr: 2.0000e-03 eta: 5:22:16 time: 0.8480 data_time: 0.0191 memory: 18413 grad_norm: 4.0377 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.8878 loss: 0.8878 2022/08/11 09:58:48 - mmengine - INFO - Epoch(train) [39][380/1879] lr: 2.0000e-03 eta: 5:21:59 time: 0.8495 data_time: 0.0205 memory: 18413 grad_norm: 4.0389 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7833 loss: 0.7833 2022/08/11 09:59:05 - mmengine - INFO - Epoch(train) [39][400/1879] lr: 2.0000e-03 eta: 5:21:41 time: 0.8556 data_time: 0.0192 memory: 18413 grad_norm: 4.1910 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 0.7260 loss: 0.7260 2022/08/11 09:59:22 - mmengine - INFO - Epoch(train) [39][420/1879] lr: 2.0000e-03 eta: 5:21:24 time: 0.8466 data_time: 0.0193 memory: 18413 grad_norm: 4.3310 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8494 loss: 0.8494 2022/08/11 09:59:39 - mmengine - INFO - Epoch(train) [39][440/1879] lr: 2.0000e-03 eta: 5:21:06 time: 0.8517 data_time: 0.0191 memory: 18413 grad_norm: 4.2032 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.8938 loss: 0.8938 2022/08/11 09:59:56 - mmengine - INFO - Epoch(train) [39][460/1879] lr: 2.0000e-03 eta: 5:20:49 time: 0.8494 data_time: 0.0187 memory: 18413 grad_norm: 4.0875 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.9262 loss: 0.9262 2022/08/11 10:00:13 - mmengine - INFO - Epoch(train) [39][480/1879] lr: 2.0000e-03 eta: 5:20:31 time: 0.8516 data_time: 0.0189 memory: 18413 grad_norm: 4.2790 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.7657 loss: 0.7657 2022/08/11 10:00:30 - mmengine - INFO - Epoch(train) [39][500/1879] lr: 2.0000e-03 eta: 5:20:13 time: 0.8514 data_time: 0.0210 memory: 18413 grad_norm: 4.1312 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 0.9065 loss: 0.9065 2022/08/11 10:00:47 - mmengine - INFO - Epoch(train) [39][520/1879] lr: 2.0000e-03 eta: 5:19:56 time: 0.8466 data_time: 0.0185 memory: 18413 grad_norm: 4.1176 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7918 loss: 0.7918 2022/08/11 10:01:04 - mmengine - INFO - Epoch(train) [39][540/1879] lr: 2.0000e-03 eta: 5:19:38 time: 0.8452 data_time: 0.0198 memory: 18413 grad_norm: 4.0825 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7304 loss: 0.7304 2022/08/11 10:01:21 - mmengine - INFO - Epoch(train) [39][560/1879] lr: 2.0000e-03 eta: 5:19:21 time: 0.8472 data_time: 0.0189 memory: 18413 grad_norm: 3.9898 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6184 loss: 0.6184 2022/08/11 10:01:38 - mmengine - INFO - Epoch(train) [39][580/1879] lr: 2.0000e-03 eta: 5:19:03 time: 0.8514 data_time: 0.0237 memory: 18413 grad_norm: 4.1655 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 0.8177 loss: 0.8177 2022/08/11 10:01:53 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 10:01:55 - mmengine - INFO - Epoch(train) [39][600/1879] lr: 2.0000e-03 eta: 5:18:46 time: 0.8454 data_time: 0.0182 memory: 18413 grad_norm: 4.1802 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.9042 loss: 0.9042 2022/08/11 10:02:12 - mmengine - INFO - Epoch(train) [39][620/1879] lr: 2.0000e-03 eta: 5:18:28 time: 0.8444 data_time: 0.0186 memory: 18413 grad_norm: 4.1260 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 0.8116 loss: 0.8116 2022/08/11 10:02:29 - mmengine - INFO - Epoch(train) [39][640/1879] lr: 2.0000e-03 eta: 5:18:10 time: 0.8547 data_time: 0.0194 memory: 18413 grad_norm: 4.0607 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7572 loss: 0.7572 2022/08/11 10:02:46 - mmengine - INFO - Epoch(train) [39][660/1879] lr: 2.0000e-03 eta: 5:17:53 time: 0.8560 data_time: 0.0177 memory: 18413 grad_norm: 4.0856 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.7982 loss: 0.7982 2022/08/11 10:03:03 - mmengine - INFO - Epoch(train) [39][680/1879] lr: 2.0000e-03 eta: 5:17:35 time: 0.8508 data_time: 0.0175 memory: 18413 grad_norm: 4.2214 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8872 loss: 0.8872 2022/08/11 10:03:20 - mmengine - INFO - Epoch(train) [39][700/1879] lr: 2.0000e-03 eta: 5:17:18 time: 0.8471 data_time: 0.0182 memory: 18413 grad_norm: 4.1557 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.9917 loss: 0.9917 2022/08/11 10:03:37 - mmengine - INFO - Epoch(train) [39][720/1879] lr: 2.0000e-03 eta: 5:17:00 time: 0.8512 data_time: 0.0176 memory: 18413 grad_norm: 4.1916 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.8289 loss: 0.8289 2022/08/11 10:03:54 - mmengine - INFO - Epoch(train) [39][740/1879] lr: 2.0000e-03 eta: 5:16:43 time: 0.8463 data_time: 0.0179 memory: 18413 grad_norm: 4.1889 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7658 loss: 0.7658 2022/08/11 10:04:11 - mmengine - INFO - Epoch(train) [39][760/1879] lr: 2.0000e-03 eta: 5:16:25 time: 0.8476 data_time: 0.0184 memory: 18413 grad_norm: 4.3424 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.0069 loss: 1.0069 2022/08/11 10:04:28 - mmengine - INFO - Epoch(train) [39][780/1879] lr: 2.0000e-03 eta: 5:16:08 time: 0.8518 data_time: 0.0203 memory: 18413 grad_norm: 4.2604 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8953 loss: 0.8953 2022/08/11 10:04:45 - mmengine - INFO - Epoch(train) [39][800/1879] lr: 2.0000e-03 eta: 5:15:50 time: 0.8484 data_time: 0.0207 memory: 18413 grad_norm: 4.2094 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.8168 loss: 0.8168 2022/08/11 10:05:02 - mmengine - INFO - Epoch(train) [39][820/1879] lr: 2.0000e-03 eta: 5:15:32 time: 0.8495 data_time: 0.0204 memory: 18413 grad_norm: 4.0398 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.8677 loss: 0.8677 2022/08/11 10:05:20 - mmengine - INFO - Epoch(train) [39][840/1879] lr: 2.0000e-03 eta: 5:15:15 time: 0.8888 data_time: 0.0416 memory: 18413 grad_norm: 4.1217 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.8854 loss: 0.8854 2022/08/11 10:05:37 - mmengine - INFO - Epoch(train) [39][860/1879] lr: 2.0000e-03 eta: 5:14:58 time: 0.8545 data_time: 0.0189 memory: 18413 grad_norm: 4.1326 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9260 loss: 0.9260 2022/08/11 10:05:54 - mmengine - INFO - Epoch(train) [39][880/1879] lr: 2.0000e-03 eta: 5:14:40 time: 0.8480 data_time: 0.0177 memory: 18413 grad_norm: 4.0929 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.9188 loss: 0.9188 2022/08/11 10:06:11 - mmengine - INFO - Epoch(train) [39][900/1879] lr: 2.0000e-03 eta: 5:14:23 time: 0.8611 data_time: 0.0328 memory: 18413 grad_norm: 4.0336 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.8334 loss: 0.8334 2022/08/11 10:06:28 - mmengine - INFO - Epoch(train) [39][920/1879] lr: 2.0000e-03 eta: 5:14:05 time: 0.8489 data_time: 0.0198 memory: 18413 grad_norm: 4.1130 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 0.9025 loss: 0.9025 2022/08/11 10:06:45 - mmengine - INFO - Epoch(train) [39][940/1879] lr: 2.0000e-03 eta: 5:13:47 time: 0.8487 data_time: 0.0191 memory: 18413 grad_norm: 4.1581 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.9002 loss: 0.9002 2022/08/11 10:07:02 - mmengine - INFO - Epoch(train) [39][960/1879] lr: 2.0000e-03 eta: 5:13:30 time: 0.8505 data_time: 0.0191 memory: 18413 grad_norm: 4.1642 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7805 loss: 0.7805 2022/08/11 10:07:19 - mmengine - INFO - Epoch(train) [39][980/1879] lr: 2.0000e-03 eta: 5:13:12 time: 0.8534 data_time: 0.0184 memory: 18413 grad_norm: 4.1742 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7496 loss: 0.7496 2022/08/11 10:07:36 - mmengine - INFO - Epoch(train) [39][1000/1879] lr: 2.0000e-03 eta: 5:12:55 time: 0.8464 data_time: 0.0200 memory: 18413 grad_norm: 4.2067 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7937 loss: 0.7937 2022/08/11 10:07:53 - mmengine - INFO - Epoch(train) [39][1020/1879] lr: 2.0000e-03 eta: 5:12:37 time: 0.8466 data_time: 0.0209 memory: 18413 grad_norm: 4.1360 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.7072 loss: 0.7072 2022/08/11 10:08:10 - mmengine - INFO - Epoch(train) [39][1040/1879] lr: 2.0000e-03 eta: 5:12:20 time: 0.8534 data_time: 0.0191 memory: 18413 grad_norm: 4.0970 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8137 loss: 0.8137 2022/08/11 10:08:27 - mmengine - INFO - Epoch(train) [39][1060/1879] lr: 2.0000e-03 eta: 5:12:02 time: 0.8560 data_time: 0.0245 memory: 18413 grad_norm: 4.0541 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.0262 loss: 1.0262 2022/08/11 10:08:44 - mmengine - INFO - Epoch(train) [39][1080/1879] lr: 2.0000e-03 eta: 5:11:45 time: 0.8508 data_time: 0.0194 memory: 18413 grad_norm: 4.1488 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.8812 loss: 0.8812 2022/08/11 10:09:01 - mmengine - INFO - Epoch(train) [39][1100/1879] lr: 2.0000e-03 eta: 5:11:27 time: 0.8547 data_time: 0.0191 memory: 18413 grad_norm: 4.1605 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.0012 loss: 1.0012 2022/08/11 10:09:18 - mmengine - INFO - Epoch(train) [39][1120/1879] lr: 2.0000e-03 eta: 5:11:10 time: 0.8518 data_time: 0.0177 memory: 18413 grad_norm: 4.1451 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.7700 loss: 0.7700 2022/08/11 10:09:35 - mmengine - INFO - Epoch(train) [39][1140/1879] lr: 2.0000e-03 eta: 5:10:52 time: 0.8475 data_time: 0.0188 memory: 18413 grad_norm: 4.2007 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7899 loss: 0.7899 2022/08/11 10:09:52 - mmengine - INFO - Epoch(train) [39][1160/1879] lr: 2.0000e-03 eta: 5:10:34 time: 0.8512 data_time: 0.0185 memory: 18413 grad_norm: 4.1479 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 0.8371 loss: 0.8371 2022/08/11 10:10:09 - mmengine - INFO - Epoch(train) [39][1180/1879] lr: 2.0000e-03 eta: 5:10:17 time: 0.8561 data_time: 0.0178 memory: 18413 grad_norm: 4.1828 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7078 loss: 0.7078 2022/08/11 10:10:27 - mmengine - INFO - Epoch(train) [39][1200/1879] lr: 2.0000e-03 eta: 5:10:00 time: 0.8837 data_time: 0.0413 memory: 18413 grad_norm: 4.2216 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8602 loss: 0.8602 2022/08/11 10:10:44 - mmengine - INFO - Epoch(train) [39][1220/1879] lr: 2.0000e-03 eta: 5:09:42 time: 0.8448 data_time: 0.0200 memory: 18413 grad_norm: 4.1696 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.8087 loss: 0.8087 2022/08/11 10:11:01 - mmengine - INFO - Epoch(train) [39][1240/1879] lr: 2.0000e-03 eta: 5:09:24 time: 0.8449 data_time: 0.0189 memory: 18413 grad_norm: 4.1397 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8016 loss: 0.8016 2022/08/11 10:11:18 - mmengine - INFO - Epoch(train) [39][1260/1879] lr: 2.0000e-03 eta: 5:09:07 time: 0.8492 data_time: 0.0190 memory: 18413 grad_norm: 4.2912 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9676 loss: 0.9676 2022/08/11 10:11:35 - mmengine - INFO - Epoch(train) [39][1280/1879] lr: 2.0000e-03 eta: 5:08:49 time: 0.8415 data_time: 0.0194 memory: 18413 grad_norm: 4.2196 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7037 loss: 0.7037 2022/08/11 10:11:52 - mmengine - INFO - Epoch(train) [39][1300/1879] lr: 2.0000e-03 eta: 5:08:32 time: 0.8428 data_time: 0.0198 memory: 18413 grad_norm: 4.1350 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.8483 loss: 0.8483 2022/08/11 10:12:09 - mmengine - INFO - Epoch(train) [39][1320/1879] lr: 2.0000e-03 eta: 5:08:14 time: 0.8661 data_time: 0.0207 memory: 18413 grad_norm: 4.0386 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9096 loss: 0.9096 2022/08/11 10:12:26 - mmengine - INFO - Epoch(train) [39][1340/1879] lr: 2.0000e-03 eta: 5:07:57 time: 0.8471 data_time: 0.0186 memory: 18413 grad_norm: 4.1635 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6663 loss: 0.6663 2022/08/11 10:12:43 - mmengine - INFO - Epoch(train) [39][1360/1879] lr: 2.0000e-03 eta: 5:07:39 time: 0.8470 data_time: 0.0188 memory: 18413 grad_norm: 4.3875 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7927 loss: 0.7927 2022/08/11 10:13:00 - mmengine - INFO - Epoch(train) [39][1380/1879] lr: 2.0000e-03 eta: 5:07:21 time: 0.8488 data_time: 0.0186 memory: 18413 grad_norm: 4.3004 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.9614 loss: 0.9614 2022/08/11 10:13:17 - mmengine - INFO - Epoch(train) [39][1400/1879] lr: 2.0000e-03 eta: 5:07:04 time: 0.8489 data_time: 0.0187 memory: 18413 grad_norm: 3.9901 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.8081 loss: 0.8081 2022/08/11 10:13:34 - mmengine - INFO - Epoch(train) [39][1420/1879] lr: 2.0000e-03 eta: 5:06:46 time: 0.8488 data_time: 0.0183 memory: 18413 grad_norm: 4.1802 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7283 loss: 0.7283 2022/08/11 10:13:51 - mmengine - INFO - Epoch(train) [39][1440/1879] lr: 2.0000e-03 eta: 5:06:29 time: 0.8485 data_time: 0.0193 memory: 18413 grad_norm: 4.2066 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8324 loss: 0.8324 2022/08/11 10:14:07 - mmengine - INFO - Epoch(train) [39][1460/1879] lr: 2.0000e-03 eta: 5:06:11 time: 0.8419 data_time: 0.0196 memory: 18413 grad_norm: 4.2550 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7751 loss: 0.7751 2022/08/11 10:14:24 - mmengine - INFO - Epoch(train) [39][1480/1879] lr: 2.0000e-03 eta: 5:05:54 time: 0.8454 data_time: 0.0183 memory: 18413 grad_norm: 4.1622 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8329 loss: 0.8329 2022/08/11 10:14:41 - mmengine - INFO - Epoch(train) [39][1500/1879] lr: 2.0000e-03 eta: 5:05:36 time: 0.8508 data_time: 0.0191 memory: 18413 grad_norm: 4.2210 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.8313 loss: 0.8313 2022/08/11 10:14:58 - mmengine - INFO - Epoch(train) [39][1520/1879] lr: 2.0000e-03 eta: 5:05:19 time: 0.8476 data_time: 0.0187 memory: 18413 grad_norm: 4.2022 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.7936 loss: 0.7936 2022/08/11 10:15:15 - mmengine - INFO - Epoch(train) [39][1540/1879] lr: 2.0000e-03 eta: 5:05:01 time: 0.8517 data_time: 0.0195 memory: 18413 grad_norm: 4.2818 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9534 loss: 0.9534 2022/08/11 10:15:32 - mmengine - INFO - Epoch(train) [39][1560/1879] lr: 2.0000e-03 eta: 5:04:43 time: 0.8463 data_time: 0.0177 memory: 18413 grad_norm: 4.0694 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.7129 loss: 0.7129 2022/08/11 10:15:49 - mmengine - INFO - Epoch(train) [39][1580/1879] lr: 2.0000e-03 eta: 5:04:26 time: 0.8502 data_time: 0.0205 memory: 18413 grad_norm: 4.1447 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.7926 loss: 0.7926 2022/08/11 10:16:05 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 10:16:06 - mmengine - INFO - Epoch(train) [39][1600/1879] lr: 2.0000e-03 eta: 5:04:08 time: 0.8487 data_time: 0.0190 memory: 18413 grad_norm: 4.1305 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8798 loss: 0.8798 2022/08/11 10:16:24 - mmengine - INFO - Epoch(train) [39][1620/1879] lr: 2.0000e-03 eta: 5:03:51 time: 0.8572 data_time: 0.0276 memory: 18413 grad_norm: 4.3043 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7489 loss: 0.7489 2022/08/11 10:16:41 - mmengine - INFO - Epoch(train) [39][1640/1879] lr: 2.0000e-03 eta: 5:03:33 time: 0.8491 data_time: 0.0189 memory: 18413 grad_norm: 4.1020 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7736 loss: 0.7736 2022/08/11 10:16:58 - mmengine - INFO - Epoch(train) [39][1660/1879] lr: 2.0000e-03 eta: 5:03:16 time: 0.8511 data_time: 0.0185 memory: 18413 grad_norm: 4.2059 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.6994 loss: 0.6994 2022/08/11 10:17:14 - mmengine - INFO - Epoch(train) [39][1680/1879] lr: 2.0000e-03 eta: 5:02:58 time: 0.8453 data_time: 0.0186 memory: 18413 grad_norm: 4.1467 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7807 loss: 0.7807 2022/08/11 10:17:32 - mmengine - INFO - Epoch(train) [39][1700/1879] lr: 2.0000e-03 eta: 5:02:41 time: 0.8586 data_time: 0.0178 memory: 18413 grad_norm: 4.1899 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8659 loss: 0.8659 2022/08/11 10:17:49 - mmengine - INFO - Epoch(train) [39][1720/1879] lr: 2.0000e-03 eta: 5:02:23 time: 0.8793 data_time: 0.0196 memory: 18413 grad_norm: 4.1463 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8526 loss: 0.8526 2022/08/11 10:18:09 - mmengine - INFO - Epoch(train) [39][1740/1879] lr: 2.0000e-03 eta: 5:02:06 time: 0.9728 data_time: 0.0187 memory: 18413 grad_norm: 4.2836 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 0.7729 loss: 0.7729 2022/08/11 10:18:26 - mmengine - INFO - Epoch(train) [39][1760/1879] lr: 2.0000e-03 eta: 5:01:49 time: 0.8497 data_time: 0.0182 memory: 18413 grad_norm: 4.1460 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.7767 loss: 0.7767 2022/08/11 10:18:43 - mmengine - INFO - Epoch(train) [39][1780/1879] lr: 2.0000e-03 eta: 5:01:31 time: 0.8560 data_time: 0.0180 memory: 18413 grad_norm: 4.1775 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8259 loss: 0.8259 2022/08/11 10:19:00 - mmengine - INFO - Epoch(train) [39][1800/1879] lr: 2.0000e-03 eta: 5:01:14 time: 0.8551 data_time: 0.0189 memory: 18413 grad_norm: 4.1652 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9135 loss: 0.9135 2022/08/11 10:19:19 - mmengine - INFO - Epoch(train) [39][1820/1879] lr: 2.0000e-03 eta: 5:00:57 time: 0.9754 data_time: 0.0243 memory: 18413 grad_norm: 4.1198 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.9002 loss: 0.9002 2022/08/11 10:19:36 - mmengine - INFO - Epoch(train) [39][1840/1879] lr: 2.0000e-03 eta: 5:00:40 time: 0.8489 data_time: 0.0194 memory: 18413 grad_norm: 4.1653 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 0.8855 loss: 0.8855 2022/08/11 10:19:54 - mmengine - INFO - Epoch(train) [39][1860/1879] lr: 2.0000e-03 eta: 5:00:22 time: 0.8991 data_time: 0.0210 memory: 18413 grad_norm: 4.2205 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7380 loss: 0.7380 2022/08/11 10:20:10 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 10:20:10 - mmengine - INFO - Epoch(train) [39][1879/1879] lr: 2.0000e-03 eta: 5:00:22 time: 0.8330 data_time: 0.0235 memory: 18413 grad_norm: 4.1703 top1_acc: 0.8571 top5_acc: 1.0000 loss_cls: 0.8360 loss: 0.8360 2022/08/11 10:20:10 - mmengine - INFO - Saving checkpoint at 39 epochs 2022/08/11 10:20:29 - mmengine - INFO - Epoch(val) [39][20/155] eta: 0:01:49 time: 0.8106 data_time: 0.5736 memory: 2590 2022/08/11 10:20:37 - mmengine - INFO - Epoch(val) [39][40/155] eta: 0:00:42 time: 0.3656 data_time: 0.1309 memory: 2590 2022/08/11 10:20:46 - mmengine - INFO - Epoch(val) [39][60/155] eta: 0:00:43 time: 0.4615 data_time: 0.2263 memory: 2590 2022/08/11 10:20:53 - mmengine - INFO - Epoch(val) [39][80/155] eta: 0:00:27 time: 0.3685 data_time: 0.1325 memory: 2590 2022/08/11 10:21:01 - mmengine - INFO - Epoch(val) [39][100/155] eta: 0:00:22 time: 0.4118 data_time: 0.1768 memory: 2590 2022/08/11 10:21:09 - mmengine - INFO - Epoch(val) [39][120/155] eta: 0:00:14 time: 0.4029 data_time: 0.1668 memory: 2590 2022/08/11 10:21:18 - mmengine - INFO - Epoch(val) [39][140/155] eta: 0:00:06 time: 0.4323 data_time: 0.1979 memory: 2590 2022/08/11 10:22:12 - mmengine - INFO - Epoch(val) [39][155/155] acc/top1: 0.7220 acc/top5: 0.9039 acc/mean1: 0.7219 2022/08/11 10:22:12 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_38.pth is removed 2022/08/11 10:22:14 - mmengine - INFO - The best checkpoint with 0.7220 acc/top1 at 40 epoch is saved to best_acc/top1_epoch_40.pth. 2022/08/11 10:22:42 - mmengine - INFO - Epoch(train) [40][20/1879] lr: 2.0000e-03 eta: 4:59:47 time: 1.4035 data_time: 0.2066 memory: 18413 grad_norm: 4.1428 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.6778 loss: 0.6778 2022/08/11 10:22:59 - mmengine - INFO - Epoch(train) [40][40/1879] lr: 2.0000e-03 eta: 4:59:29 time: 0.8497 data_time: 0.0189 memory: 18413 grad_norm: 4.1262 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 0.6977 loss: 0.6977 2022/08/11 10:23:16 - mmengine - INFO - Epoch(train) [40][60/1879] lr: 2.0000e-03 eta: 4:59:12 time: 0.8574 data_time: 0.0177 memory: 18413 grad_norm: 4.0769 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.7734 loss: 0.7734 2022/08/11 10:23:33 - mmengine - INFO - Epoch(train) [40][80/1879] lr: 2.0000e-03 eta: 4:58:54 time: 0.8541 data_time: 0.0183 memory: 18413 grad_norm: 4.1304 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9947 loss: 0.9947 2022/08/11 10:23:51 - mmengine - INFO - Epoch(train) [40][100/1879] lr: 2.0000e-03 eta: 4:58:37 time: 0.8531 data_time: 0.0189 memory: 18413 grad_norm: 4.1917 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8022 loss: 0.8022 2022/08/11 10:24:08 - mmengine - INFO - Epoch(train) [40][120/1879] lr: 2.0000e-03 eta: 4:58:19 time: 0.8507 data_time: 0.0186 memory: 18413 grad_norm: 4.2162 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.7157 loss: 0.7157 2022/08/11 10:24:25 - mmengine - INFO - Epoch(train) [40][140/1879] lr: 2.0000e-03 eta: 4:58:02 time: 0.8550 data_time: 0.0186 memory: 18413 grad_norm: 4.0670 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8840 loss: 0.8840 2022/08/11 10:24:45 - mmengine - INFO - Epoch(train) [40][160/1879] lr: 2.0000e-03 eta: 4:57:45 time: 1.0297 data_time: 0.0178 memory: 18413 grad_norm: 4.0976 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8442 loss: 0.8442 2022/08/11 10:25:06 - mmengine - INFO - Epoch(train) [40][180/1879] lr: 2.0000e-03 eta: 4:57:28 time: 1.0158 data_time: 0.0181 memory: 18413 grad_norm: 4.1276 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7538 loss: 0.7538 2022/08/11 10:25:23 - mmengine - INFO - Epoch(train) [40][200/1879] lr: 2.0000e-03 eta: 4:57:11 time: 0.8781 data_time: 0.0425 memory: 18413 grad_norm: 4.2072 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8005 loss: 0.8005 2022/08/11 10:25:41 - mmengine - INFO - Epoch(train) [40][220/1879] lr: 2.0000e-03 eta: 4:56:54 time: 0.8712 data_time: 0.0197 memory: 18413 grad_norm: 4.2138 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8682 loss: 0.8682 2022/08/11 10:26:01 - mmengine - INFO - Epoch(train) [40][240/1879] lr: 2.0000e-03 eta: 4:56:37 time: 1.0298 data_time: 0.0183 memory: 18413 grad_norm: 3.9851 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7704 loss: 0.7704 2022/08/11 10:26:20 - mmengine - INFO - Epoch(train) [40][260/1879] lr: 2.0000e-03 eta: 4:56:20 time: 0.9592 data_time: 0.0200 memory: 18413 grad_norm: 4.2036 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8926 loss: 0.8926 2022/08/11 10:26:38 - mmengine - INFO - Epoch(train) [40][280/1879] lr: 2.0000e-03 eta: 4:56:03 time: 0.8834 data_time: 0.0192 memory: 18413 grad_norm: 4.1313 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 0.9019 loss: 0.9019 2022/08/11 10:26:56 - mmengine - INFO - Epoch(train) [40][300/1879] lr: 2.0000e-03 eta: 4:55:45 time: 0.8750 data_time: 0.0179 memory: 18413 grad_norm: 4.2424 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7138 loss: 0.7138 2022/08/11 10:27:13 - mmengine - INFO - Epoch(train) [40][320/1879] lr: 2.0000e-03 eta: 4:55:28 time: 0.8558 data_time: 0.0176 memory: 18413 grad_norm: 4.1550 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8095 loss: 0.8095 2022/08/11 10:27:30 - mmengine - INFO - Epoch(train) [40][340/1879] lr: 2.0000e-03 eta: 4:55:10 time: 0.8585 data_time: 0.0191 memory: 18413 grad_norm: 4.0959 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8659 loss: 0.8659 2022/08/11 10:27:47 - mmengine - INFO - Epoch(train) [40][360/1879] lr: 2.0000e-03 eta: 4:54:53 time: 0.8600 data_time: 0.0191 memory: 18413 grad_norm: 4.0515 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.6685 loss: 0.6685 2022/08/11 10:28:04 - mmengine - INFO - Epoch(train) [40][380/1879] lr: 2.0000e-03 eta: 4:54:35 time: 0.8664 data_time: 0.0192 memory: 18413 grad_norm: 4.2026 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9681 loss: 0.9681 2022/08/11 10:28:22 - mmengine - INFO - Epoch(train) [40][400/1879] lr: 2.0000e-03 eta: 4:54:18 time: 0.8791 data_time: 0.0190 memory: 18413 grad_norm: 4.0850 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7646 loss: 0.7646 2022/08/11 10:28:39 - mmengine - INFO - Epoch(train) [40][420/1879] lr: 2.0000e-03 eta: 4:54:01 time: 0.8586 data_time: 0.0192 memory: 18413 grad_norm: 4.1473 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8358 loss: 0.8358 2022/08/11 10:28:56 - mmengine - INFO - Epoch(train) [40][440/1879] lr: 2.0000e-03 eta: 4:53:43 time: 0.8600 data_time: 0.0188 memory: 18413 grad_norm: 4.2983 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9096 loss: 0.9096 2022/08/11 10:29:16 - mmengine - INFO - Epoch(train) [40][460/1879] lr: 2.0000e-03 eta: 4:53:26 time: 1.0052 data_time: 0.0193 memory: 18413 grad_norm: 4.1892 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.0054 loss: 1.0054 2022/08/11 10:29:36 - mmengine - INFO - Epoch(train) [40][480/1879] lr: 2.0000e-03 eta: 4:53:10 time: 0.9946 data_time: 0.0188 memory: 18413 grad_norm: 4.1162 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.0065 loss: 1.0065 2022/08/11 10:29:53 - mmengine - INFO - Epoch(train) [40][500/1879] lr: 2.0000e-03 eta: 4:52:52 time: 0.8530 data_time: 0.0188 memory: 18413 grad_norm: 4.1746 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.6647 loss: 0.6647 2022/08/11 10:30:11 - mmengine - INFO - Epoch(train) [40][520/1879] lr: 2.0000e-03 eta: 4:52:35 time: 0.8748 data_time: 0.0250 memory: 18413 grad_norm: 4.0842 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.6772 loss: 0.6772 2022/08/11 10:30:28 - mmengine - INFO - Epoch(train) [40][540/1879] lr: 2.0000e-03 eta: 4:52:17 time: 0.8656 data_time: 0.0207 memory: 18413 grad_norm: 4.2779 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.8576 loss: 0.8576 2022/08/11 10:30:46 - mmengine - INFO - Epoch(train) [40][560/1879] lr: 2.0000e-03 eta: 4:52:00 time: 0.8936 data_time: 0.0184 memory: 18413 grad_norm: 4.0950 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8053 loss: 0.8053 2022/08/11 10:31:03 - mmengine - INFO - Epoch(train) [40][580/1879] lr: 2.0000e-03 eta: 4:51:42 time: 0.8518 data_time: 0.0182 memory: 18413 grad_norm: 4.1830 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7177 loss: 0.7177 2022/08/11 10:31:25 - mmengine - INFO - Epoch(train) [40][600/1879] lr: 2.0000e-03 eta: 4:51:26 time: 1.1099 data_time: 0.0240 memory: 18413 grad_norm: 4.2138 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8258 loss: 0.8258 2022/08/11 10:31:43 - mmengine - INFO - Epoch(train) [40][620/1879] lr: 2.0000e-03 eta: 4:51:09 time: 0.8609 data_time: 0.0187 memory: 18413 grad_norm: 4.3740 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 0.9408 loss: 0.9408 2022/08/11 10:32:03 - mmengine - INFO - Epoch(train) [40][640/1879] lr: 2.0000e-03 eta: 4:50:52 time: 1.0179 data_time: 0.0186 memory: 18413 grad_norm: 4.2879 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.9219 loss: 0.9219 2022/08/11 10:32:27 - mmengine - INFO - Epoch(train) [40][660/1879] lr: 2.0000e-03 eta: 4:50:36 time: 1.2046 data_time: 0.0184 memory: 18413 grad_norm: 4.3102 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 1.0195 loss: 1.0195 2022/08/11 10:32:50 - mmengine - INFO - Epoch(train) [40][680/1879] lr: 2.0000e-03 eta: 4:50:21 time: 1.1450 data_time: 0.0187 memory: 18413 grad_norm: 4.1392 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8882 loss: 0.8882 2022/08/11 10:33:07 - mmengine - INFO - Epoch(train) [40][700/1879] lr: 2.0000e-03 eta: 4:50:03 time: 0.8482 data_time: 0.0192 memory: 18413 grad_norm: 4.2233 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.6486 loss: 0.6486 2022/08/11 10:33:23 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 10:33:24 - mmengine - INFO - Epoch(train) [40][720/1879] lr: 2.0000e-03 eta: 4:49:45 time: 0.8511 data_time: 0.0166 memory: 18413 grad_norm: 4.2331 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.8690 loss: 0.8690 2022/08/11 10:33:41 - mmengine - INFO - Epoch(train) [40][740/1879] lr: 2.0000e-03 eta: 4:49:28 time: 0.8660 data_time: 0.0196 memory: 18413 grad_norm: 4.3421 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.9368 loss: 0.9368 2022/08/11 10:33:59 - mmengine - INFO - Epoch(train) [40][760/1879] lr: 2.0000e-03 eta: 4:49:11 time: 0.8630 data_time: 0.0186 memory: 18413 grad_norm: 4.2620 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8435 loss: 0.8435 2022/08/11 10:34:18 - mmengine - INFO - Epoch(train) [40][780/1879] lr: 2.0000e-03 eta: 4:48:54 time: 0.9538 data_time: 0.0199 memory: 18413 grad_norm: 4.0352 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 0.5593 loss: 0.5593 2022/08/11 10:34:35 - mmengine - INFO - Epoch(train) [40][800/1879] lr: 2.0000e-03 eta: 4:48:36 time: 0.8629 data_time: 0.0243 memory: 18413 grad_norm: 4.1967 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7998 loss: 0.7998 2022/08/11 10:34:58 - mmengine - INFO - Epoch(train) [40][820/1879] lr: 2.0000e-03 eta: 4:48:20 time: 1.1404 data_time: 0.0180 memory: 18413 grad_norm: 4.1914 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7353 loss: 0.7353 2022/08/11 10:35:15 - mmengine - INFO - Epoch(train) [40][840/1879] lr: 2.0000e-03 eta: 4:48:03 time: 0.8621 data_time: 0.0200 memory: 18413 grad_norm: 4.1703 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.6908 loss: 0.6908 2022/08/11 10:35:32 - mmengine - INFO - Epoch(train) [40][860/1879] lr: 2.0000e-03 eta: 4:47:45 time: 0.8502 data_time: 0.0178 memory: 18413 grad_norm: 4.1802 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8036 loss: 0.8036 2022/08/11 10:35:57 - mmengine - INFO - Epoch(train) [40][880/1879] lr: 2.0000e-03 eta: 4:47:30 time: 1.2396 data_time: 0.0189 memory: 18413 grad_norm: 4.0350 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7331 loss: 0.7331 2022/08/11 10:36:14 - mmengine - INFO - Epoch(train) [40][900/1879] lr: 2.0000e-03 eta: 4:47:12 time: 0.8559 data_time: 0.0179 memory: 18413 grad_norm: 4.0993 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7258 loss: 0.7258 2022/08/11 10:36:31 - mmengine - INFO - Epoch(train) [40][920/1879] lr: 2.0000e-03 eta: 4:46:55 time: 0.8567 data_time: 0.0194 memory: 18413 grad_norm: 4.2784 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9110 loss: 0.9110 2022/08/11 10:36:48 - mmengine - INFO - Epoch(train) [40][940/1879] lr: 2.0000e-03 eta: 4:46:37 time: 0.8545 data_time: 0.0259 memory: 18413 grad_norm: 4.2196 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8725 loss: 0.8725 2022/08/11 10:37:05 - mmengine - INFO - Epoch(train) [40][960/1879] lr: 2.0000e-03 eta: 4:46:19 time: 0.8491 data_time: 0.0187 memory: 18413 grad_norm: 4.1966 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 0.8763 loss: 0.8763 2022/08/11 10:37:22 - mmengine - INFO - Epoch(train) [40][980/1879] lr: 2.0000e-03 eta: 4:46:02 time: 0.8466 data_time: 0.0183 memory: 18413 grad_norm: 4.1873 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8855 loss: 0.8855 2022/08/11 10:37:39 - mmengine - INFO - Epoch(train) [40][1000/1879] lr: 2.0000e-03 eta: 4:45:44 time: 0.8567 data_time: 0.0260 memory: 18413 grad_norm: 4.3138 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7394 loss: 0.7394 2022/08/11 10:37:57 - mmengine - INFO - Epoch(train) [40][1020/1879] lr: 2.0000e-03 eta: 4:45:27 time: 0.8695 data_time: 0.0188 memory: 18413 grad_norm: 4.1185 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7868 loss: 0.7868 2022/08/11 10:38:14 - mmengine - INFO - Epoch(train) [40][1040/1879] lr: 2.0000e-03 eta: 4:45:09 time: 0.8511 data_time: 0.0192 memory: 18413 grad_norm: 4.2058 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.6971 loss: 0.6971 2022/08/11 10:38:31 - mmengine - INFO - Epoch(train) [40][1060/1879] lr: 2.0000e-03 eta: 4:44:52 time: 0.8553 data_time: 0.0194 memory: 18413 grad_norm: 4.2846 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.9185 loss: 0.9185 2022/08/11 10:38:48 - mmengine - INFO - Epoch(train) [40][1080/1879] lr: 2.0000e-03 eta: 4:44:34 time: 0.8576 data_time: 0.0190 memory: 18413 grad_norm: 4.3482 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7721 loss: 0.7721 2022/08/11 10:39:07 - mmengine - INFO - Epoch(train) [40][1100/1879] lr: 2.0000e-03 eta: 4:44:17 time: 0.9598 data_time: 0.0179 memory: 18413 grad_norm: 4.2392 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7571 loss: 0.7571 2022/08/11 10:39:24 - mmengine - INFO - Epoch(train) [40][1120/1879] lr: 2.0000e-03 eta: 4:44:00 time: 0.8598 data_time: 0.0177 memory: 18413 grad_norm: 4.2352 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.7703 loss: 0.7703 2022/08/11 10:39:41 - mmengine - INFO - Epoch(train) [40][1140/1879] lr: 2.0000e-03 eta: 4:43:42 time: 0.8542 data_time: 0.0213 memory: 18413 grad_norm: 4.1830 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7932 loss: 0.7932 2022/08/11 10:39:59 - mmengine - INFO - Epoch(train) [40][1160/1879] lr: 2.0000e-03 eta: 4:43:25 time: 0.8582 data_time: 0.0198 memory: 18413 grad_norm: 4.2165 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7259 loss: 0.7259 2022/08/11 10:40:16 - mmengine - INFO - Epoch(train) [40][1180/1879] lr: 2.0000e-03 eta: 4:43:07 time: 0.8776 data_time: 0.0218 memory: 18413 grad_norm: 3.9880 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7373 loss: 0.7373 2022/08/11 10:40:35 - mmengine - INFO - Epoch(train) [40][1200/1879] lr: 2.0000e-03 eta: 4:42:50 time: 0.9513 data_time: 0.0209 memory: 18413 grad_norm: 4.1272 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8155 loss: 0.8155 2022/08/11 10:40:53 - mmengine - INFO - Epoch(train) [40][1220/1879] lr: 2.0000e-03 eta: 4:42:33 time: 0.9001 data_time: 0.0169 memory: 18413 grad_norm: 4.2834 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 0.8917 loss: 0.8917 2022/08/11 10:41:10 - mmengine - INFO - Epoch(train) [40][1240/1879] lr: 2.0000e-03 eta: 4:42:16 time: 0.8626 data_time: 0.0192 memory: 18413 grad_norm: 4.2581 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7760 loss: 0.7760 2022/08/11 10:41:28 - mmengine - INFO - Epoch(train) [40][1260/1879] lr: 2.0000e-03 eta: 4:41:58 time: 0.8507 data_time: 0.0187 memory: 18413 grad_norm: 4.2340 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.7733 loss: 0.7733 2022/08/11 10:41:45 - mmengine - INFO - Epoch(train) [40][1280/1879] lr: 2.0000e-03 eta: 4:41:41 time: 0.8490 data_time: 0.0196 memory: 18413 grad_norm: 4.2630 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.7328 loss: 0.7328 2022/08/11 10:42:02 - mmengine - INFO - Epoch(train) [40][1300/1879] lr: 2.0000e-03 eta: 4:41:23 time: 0.8592 data_time: 0.0186 memory: 18413 grad_norm: 4.1383 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7847 loss: 0.7847 2022/08/11 10:42:19 - mmengine - INFO - Epoch(train) [40][1320/1879] lr: 2.0000e-03 eta: 4:41:06 time: 0.8563 data_time: 0.0201 memory: 18413 grad_norm: 4.2297 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 0.9199 loss: 0.9199 2022/08/11 10:42:36 - mmengine - INFO - Epoch(train) [40][1340/1879] lr: 2.0000e-03 eta: 4:40:48 time: 0.8580 data_time: 0.0190 memory: 18413 grad_norm: 4.2293 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8060 loss: 0.8060 2022/08/11 10:42:53 - mmengine - INFO - Epoch(train) [40][1360/1879] lr: 2.0000e-03 eta: 4:40:31 time: 0.8583 data_time: 0.0192 memory: 18413 grad_norm: 4.2967 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.9351 loss: 0.9351 2022/08/11 10:43:10 - mmengine - INFO - Epoch(train) [40][1380/1879] lr: 2.0000e-03 eta: 4:40:13 time: 0.8629 data_time: 0.0204 memory: 18413 grad_norm: 4.1304 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7413 loss: 0.7413 2022/08/11 10:43:27 - mmengine - INFO - Epoch(train) [40][1400/1879] lr: 2.0000e-03 eta: 4:39:56 time: 0.8507 data_time: 0.0178 memory: 18413 grad_norm: 4.1777 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.6881 loss: 0.6881 2022/08/11 10:43:45 - mmengine - INFO - Epoch(train) [40][1420/1879] lr: 2.0000e-03 eta: 4:39:38 time: 0.8608 data_time: 0.0212 memory: 18413 grad_norm: 4.2815 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 0.8209 loss: 0.8209 2022/08/11 10:44:02 - mmengine - INFO - Epoch(train) [40][1440/1879] lr: 2.0000e-03 eta: 4:39:21 time: 0.8579 data_time: 0.0198 memory: 18413 grad_norm: 4.3690 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8836 loss: 0.8836 2022/08/11 10:44:19 - mmengine - INFO - Epoch(train) [40][1460/1879] lr: 2.0000e-03 eta: 4:39:03 time: 0.8574 data_time: 0.0179 memory: 18413 grad_norm: 4.1536 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.6901 loss: 0.6901 2022/08/11 10:44:36 - mmengine - INFO - Epoch(train) [40][1480/1879] lr: 2.0000e-03 eta: 4:38:46 time: 0.8608 data_time: 0.0204 memory: 18413 grad_norm: 4.3392 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.8861 loss: 0.8861 2022/08/11 10:44:53 - mmengine - INFO - Epoch(train) [40][1500/1879] lr: 2.0000e-03 eta: 4:38:28 time: 0.8604 data_time: 0.0185 memory: 18413 grad_norm: 4.2955 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 0.9656 loss: 0.9656 2022/08/11 10:45:10 - mmengine - INFO - Epoch(train) [40][1520/1879] lr: 2.0000e-03 eta: 4:38:11 time: 0.8504 data_time: 0.0193 memory: 18413 grad_norm: 4.1850 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 0.8186 loss: 0.8186 2022/08/11 10:45:31 - mmengine - INFO - Epoch(train) [40][1540/1879] lr: 2.0000e-03 eta: 4:37:54 time: 1.0266 data_time: 0.0193 memory: 18413 grad_norm: 4.2773 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.8182 loss: 0.8182 2022/08/11 10:45:48 - mmengine - INFO - Epoch(train) [40][1560/1879] lr: 2.0000e-03 eta: 4:37:36 time: 0.8484 data_time: 0.0183 memory: 18413 grad_norm: 4.3353 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.6878 loss: 0.6878 2022/08/11 10:46:05 - mmengine - INFO - Epoch(train) [40][1580/1879] lr: 2.0000e-03 eta: 4:37:19 time: 0.8583 data_time: 0.0186 memory: 18413 grad_norm: 4.1848 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.7863 loss: 0.7863 2022/08/11 10:46:22 - mmengine - INFO - Epoch(train) [40][1600/1879] lr: 2.0000e-03 eta: 4:37:01 time: 0.8568 data_time: 0.0238 memory: 18413 grad_norm: 4.2279 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7776 loss: 0.7776 2022/08/11 10:46:39 - mmengine - INFO - Epoch(train) [40][1620/1879] lr: 2.0000e-03 eta: 4:36:44 time: 0.8532 data_time: 0.0201 memory: 18413 grad_norm: 4.1664 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7500 loss: 0.7500 2022/08/11 10:46:57 - mmengine - INFO - Epoch(train) [40][1640/1879] lr: 2.0000e-03 eta: 4:36:26 time: 0.8579 data_time: 0.0263 memory: 18413 grad_norm: 4.2447 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7795 loss: 0.7795 2022/08/11 10:47:14 - mmengine - INFO - Epoch(train) [40][1660/1879] lr: 2.0000e-03 eta: 4:36:09 time: 0.8559 data_time: 0.0183 memory: 18413 grad_norm: 4.0758 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.6935 loss: 0.6935 2022/08/11 10:47:31 - mmengine - INFO - Epoch(train) [40][1680/1879] lr: 2.0000e-03 eta: 4:35:51 time: 0.8527 data_time: 0.0209 memory: 18413 grad_norm: 4.1168 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7317 loss: 0.7317 2022/08/11 10:47:48 - mmengine - INFO - Epoch(train) [40][1700/1879] lr: 2.0000e-03 eta: 4:35:34 time: 0.8717 data_time: 0.0191 memory: 18413 grad_norm: 4.2744 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8860 loss: 0.8860 2022/08/11 10:48:04 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 10:48:05 - mmengine - INFO - Epoch(train) [40][1720/1879] lr: 2.0000e-03 eta: 4:35:16 time: 0.8557 data_time: 0.0197 memory: 18413 grad_norm: 4.1532 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 0.9605 loss: 0.9605 2022/08/11 10:48:23 - mmengine - INFO - Epoch(train) [40][1740/1879] lr: 2.0000e-03 eta: 4:34:59 time: 0.8576 data_time: 0.0203 memory: 18413 grad_norm: 4.1987 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8042 loss: 0.8042 2022/08/11 10:48:40 - mmengine - INFO - Epoch(train) [40][1760/1879] lr: 2.0000e-03 eta: 4:34:41 time: 0.8628 data_time: 0.0259 memory: 18413 grad_norm: 4.2849 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.8158 loss: 0.8158 2022/08/11 10:48:57 - mmengine - INFO - Epoch(train) [40][1780/1879] lr: 2.0000e-03 eta: 4:34:24 time: 0.8527 data_time: 0.0254 memory: 18413 grad_norm: 4.4121 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 0.8660 loss: 0.8660 2022/08/11 10:49:14 - mmengine - INFO - Epoch(train) [40][1800/1879] lr: 2.0000e-03 eta: 4:34:06 time: 0.8490 data_time: 0.0192 memory: 18413 grad_norm: 4.1309 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7411 loss: 0.7411 2022/08/11 10:49:31 - mmengine - INFO - Epoch(train) [40][1820/1879] lr: 2.0000e-03 eta: 4:33:49 time: 0.8532 data_time: 0.0223 memory: 18413 grad_norm: 4.2459 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.8639 loss: 0.8639 2022/08/11 10:49:48 - mmengine - INFO - Epoch(train) [40][1840/1879] lr: 2.0000e-03 eta: 4:33:31 time: 0.8468 data_time: 0.0198 memory: 18413 grad_norm: 4.4353 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.8725 loss: 0.8725 2022/08/11 10:50:05 - mmengine - INFO - Epoch(train) [40][1860/1879] lr: 2.0000e-03 eta: 4:33:14 time: 0.8566 data_time: 0.0185 memory: 18413 grad_norm: 4.3406 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 0.8565 loss: 0.8565 2022/08/11 10:50:23 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 10:50:23 - mmengine - INFO - Epoch(train) [40][1879/1879] lr: 2.0000e-03 eta: 4:33:14 time: 0.9283 data_time: 0.1125 memory: 18413 grad_norm: 4.5822 top1_acc: 0.2857 top5_acc: 0.7143 loss_cls: 0.7986 loss: 0.7986 2022/08/11 10:50:36 - mmengine - INFO - Epoch(val) [40][20/155] eta: 0:01:26 time: 0.6442 data_time: 0.4047 memory: 2590 2022/08/11 10:50:48 - mmengine - INFO - Epoch(val) [40][40/155] eta: 0:01:08 time: 0.5933 data_time: 0.3540 memory: 2590 2022/08/11 10:51:02 - mmengine - INFO - Epoch(val) [40][60/155] eta: 0:01:06 time: 0.7015 data_time: 0.4666 memory: 2590 2022/08/11 10:51:18 - mmengine - INFO - Epoch(val) [40][80/155] eta: 0:01:00 time: 0.8055 data_time: 0.5709 memory: 2590 2022/08/11 10:51:27 - mmengine - INFO - Epoch(val) [40][100/155] eta: 0:00:26 time: 0.4793 data_time: 0.2462 memory: 2590 2022/08/11 10:51:44 - mmengine - INFO - Epoch(val) [40][120/155] eta: 0:00:29 time: 0.8331 data_time: 0.5978 memory: 2590 2022/08/11 10:51:52 - mmengine - INFO - Epoch(val) [40][140/155] eta: 0:00:06 time: 0.4213 data_time: 0.1869 memory: 2590 2022/08/11 10:52:14 - mmengine - INFO - Epoch(val) [40][155/155] acc/top1: 0.7201 acc/top5: 0.9050 acc/mean1: 0.7200 2022/08/11 10:52:40 - mmengine - INFO - Epoch(train) [41][20/1879] lr: 2.0000e-03 eta: 4:32:38 time: 1.2862 data_time: 0.1468 memory: 18413 grad_norm: 4.1185 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.8308 loss: 0.8308 2022/08/11 10:52:57 - mmengine - INFO - Epoch(train) [41][40/1879] lr: 2.0000e-03 eta: 4:32:20 time: 0.8525 data_time: 0.0202 memory: 18413 grad_norm: 4.1981 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7352 loss: 0.7352 2022/08/11 10:53:15 - mmengine - INFO - Epoch(train) [41][60/1879] lr: 2.0000e-03 eta: 4:32:03 time: 0.8493 data_time: 0.0184 memory: 18413 grad_norm: 4.2872 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9108 loss: 0.9108 2022/08/11 10:53:32 - mmengine - INFO - Epoch(train) [41][80/1879] lr: 2.0000e-03 eta: 4:31:45 time: 0.8580 data_time: 0.0262 memory: 18413 grad_norm: 4.3204 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 0.8835 loss: 0.8835 2022/08/11 10:53:49 - mmengine - INFO - Epoch(train) [41][100/1879] lr: 2.0000e-03 eta: 4:31:28 time: 0.8611 data_time: 0.0194 memory: 18413 grad_norm: 4.1937 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7990 loss: 0.7990 2022/08/11 10:54:06 - mmengine - INFO - Epoch(train) [41][120/1879] lr: 2.0000e-03 eta: 4:31:10 time: 0.8559 data_time: 0.0179 memory: 18413 grad_norm: 4.3177 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7107 loss: 0.7107 2022/08/11 10:54:23 - mmengine - INFO - Epoch(train) [41][140/1879] lr: 2.0000e-03 eta: 4:30:53 time: 0.8536 data_time: 0.0190 memory: 18413 grad_norm: 4.2666 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.6942 loss: 0.6942 2022/08/11 10:54:40 - mmengine - INFO - Epoch(train) [41][160/1879] lr: 2.0000e-03 eta: 4:30:35 time: 0.8541 data_time: 0.0189 memory: 18413 grad_norm: 4.3178 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.8728 loss: 0.8728 2022/08/11 10:54:57 - mmengine - INFO - Epoch(train) [41][180/1879] lr: 2.0000e-03 eta: 4:30:18 time: 0.8572 data_time: 0.0189 memory: 18413 grad_norm: 4.1698 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7866 loss: 0.7866 2022/08/11 10:55:14 - mmengine - INFO - Epoch(train) [41][200/1879] lr: 2.0000e-03 eta: 4:30:00 time: 0.8589 data_time: 0.0189 memory: 18413 grad_norm: 4.2834 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7904 loss: 0.7904 2022/08/11 10:55:32 - mmengine - INFO - Epoch(train) [41][220/1879] lr: 2.0000e-03 eta: 4:29:43 time: 0.8567 data_time: 0.0210 memory: 18413 grad_norm: 4.2284 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.8263 loss: 0.8263 2022/08/11 10:55:49 - mmengine - INFO - Epoch(train) [41][240/1879] lr: 2.0000e-03 eta: 4:29:25 time: 0.8542 data_time: 0.0197 memory: 18413 grad_norm: 4.2471 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.8934 loss: 0.8934 2022/08/11 10:56:06 - mmengine - INFO - Epoch(train) [41][260/1879] lr: 2.0000e-03 eta: 4:29:08 time: 0.8584 data_time: 0.0199 memory: 18413 grad_norm: 4.1964 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7693 loss: 0.7693 2022/08/11 10:56:23 - mmengine - INFO - Epoch(train) [41][280/1879] lr: 2.0000e-03 eta: 4:28:50 time: 0.8560 data_time: 0.0169 memory: 18413 grad_norm: 4.2218 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8227 loss: 0.8227 2022/08/11 10:56:40 - mmengine - INFO - Epoch(train) [41][300/1879] lr: 2.0000e-03 eta: 4:28:33 time: 0.8578 data_time: 0.0180 memory: 18413 grad_norm: 4.1454 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7630 loss: 0.7630 2022/08/11 10:56:57 - mmengine - INFO - Epoch(train) [41][320/1879] lr: 2.0000e-03 eta: 4:28:15 time: 0.8565 data_time: 0.0182 memory: 18413 grad_norm: 4.2310 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.8814 loss: 0.8814 2022/08/11 10:57:14 - mmengine - INFO - Epoch(train) [41][340/1879] lr: 2.0000e-03 eta: 4:27:57 time: 0.8541 data_time: 0.0190 memory: 18413 grad_norm: 4.1284 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.8631 loss: 0.8631 2022/08/11 10:57:31 - mmengine - INFO - Epoch(train) [41][360/1879] lr: 2.0000e-03 eta: 4:27:40 time: 0.8547 data_time: 0.0178 memory: 18413 grad_norm: 4.2126 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6666 loss: 0.6666 2022/08/11 10:57:48 - mmengine - INFO - Epoch(train) [41][380/1879] lr: 2.0000e-03 eta: 4:27:22 time: 0.8510 data_time: 0.0196 memory: 18413 grad_norm: 4.2552 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8745 loss: 0.8745 2022/08/11 10:58:06 - mmengine - INFO - Epoch(train) [41][400/1879] lr: 2.0000e-03 eta: 4:27:05 time: 0.8567 data_time: 0.0182 memory: 18413 grad_norm: 4.1595 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7312 loss: 0.7312 2022/08/11 10:58:23 - mmengine - INFO - Epoch(train) [41][420/1879] lr: 2.0000e-03 eta: 4:26:47 time: 0.8507 data_time: 0.0194 memory: 18413 grad_norm: 4.1486 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 0.7737 loss: 0.7737 2022/08/11 10:58:40 - mmengine - INFO - Epoch(train) [41][440/1879] lr: 2.0000e-03 eta: 4:26:30 time: 0.8508 data_time: 0.0204 memory: 18413 grad_norm: 4.2517 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7884 loss: 0.7884 2022/08/11 10:58:57 - mmengine - INFO - Epoch(train) [41][460/1879] lr: 2.0000e-03 eta: 4:26:12 time: 0.8533 data_time: 0.0164 memory: 18413 grad_norm: 4.2142 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.7816 loss: 0.7816 2022/08/11 10:59:14 - mmengine - INFO - Epoch(train) [41][480/1879] lr: 2.0000e-03 eta: 4:25:55 time: 0.8557 data_time: 0.0189 memory: 18413 grad_norm: 4.1391 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7629 loss: 0.7629 2022/08/11 10:59:31 - mmengine - INFO - Epoch(train) [41][500/1879] lr: 2.0000e-03 eta: 4:25:37 time: 0.8497 data_time: 0.0174 memory: 18413 grad_norm: 4.1292 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8884 loss: 0.8884 2022/08/11 10:59:48 - mmengine - INFO - Epoch(train) [41][520/1879] lr: 2.0000e-03 eta: 4:25:20 time: 0.8555 data_time: 0.0183 memory: 18413 grad_norm: 4.3211 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7643 loss: 0.7643 2022/08/11 11:00:05 - mmengine - INFO - Epoch(train) [41][540/1879] lr: 2.0000e-03 eta: 4:25:02 time: 0.8533 data_time: 0.0209 memory: 18413 grad_norm: 4.1797 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.9333 loss: 0.9333 2022/08/11 11:00:24 - mmengine - INFO - Epoch(train) [41][560/1879] lr: 2.0000e-03 eta: 4:24:45 time: 0.9465 data_time: 0.0816 memory: 18413 grad_norm: 4.3115 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9031 loss: 0.9031 2022/08/11 11:00:41 - mmengine - INFO - Epoch(train) [41][580/1879] lr: 2.0000e-03 eta: 4:24:28 time: 0.8531 data_time: 0.0228 memory: 18413 grad_norm: 4.3073 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7301 loss: 0.7301 2022/08/11 11:00:58 - mmengine - INFO - Epoch(train) [41][600/1879] lr: 2.0000e-03 eta: 4:24:10 time: 0.8573 data_time: 0.0200 memory: 18413 grad_norm: 4.3381 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8070 loss: 0.8070 2022/08/11 11:01:15 - mmengine - INFO - Epoch(train) [41][620/1879] lr: 2.0000e-03 eta: 4:23:53 time: 0.8509 data_time: 0.0173 memory: 18413 grad_norm: 4.2978 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.6861 loss: 0.6861 2022/08/11 11:01:32 - mmengine - INFO - Epoch(train) [41][640/1879] lr: 2.0000e-03 eta: 4:23:35 time: 0.8571 data_time: 0.0216 memory: 18413 grad_norm: 4.3043 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8285 loss: 0.8285 2022/08/11 11:01:49 - mmengine - INFO - Epoch(train) [41][660/1879] lr: 2.0000e-03 eta: 4:23:18 time: 0.8504 data_time: 0.0174 memory: 18413 grad_norm: 4.3384 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.9584 loss: 0.9584 2022/08/11 11:02:07 - mmengine - INFO - Epoch(train) [41][680/1879] lr: 2.0000e-03 eta: 4:23:00 time: 0.8548 data_time: 0.0182 memory: 18413 grad_norm: 4.2420 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 0.8387 loss: 0.8387 2022/08/11 11:02:24 - mmengine - INFO - Epoch(train) [41][700/1879] lr: 2.0000e-03 eta: 4:22:43 time: 0.8545 data_time: 0.0180 memory: 18413 grad_norm: 4.2638 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.8821 loss: 0.8821 2022/08/11 11:02:41 - mmengine - INFO - Epoch(train) [41][720/1879] lr: 2.0000e-03 eta: 4:22:25 time: 0.8658 data_time: 0.0266 memory: 18413 grad_norm: 4.1268 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8152 loss: 0.8152 2022/08/11 11:02:58 - mmengine - INFO - Epoch(train) [41][740/1879] lr: 2.0000e-03 eta: 4:22:08 time: 0.8530 data_time: 0.0187 memory: 18413 grad_norm: 4.2883 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9080 loss: 0.9080 2022/08/11 11:03:15 - mmengine - INFO - Epoch(train) [41][760/1879] lr: 2.0000e-03 eta: 4:21:50 time: 0.8552 data_time: 0.0186 memory: 18413 grad_norm: 4.3831 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7511 loss: 0.7511 2022/08/11 11:03:32 - mmengine - INFO - Epoch(train) [41][780/1879] lr: 2.0000e-03 eta: 4:21:33 time: 0.8595 data_time: 0.0186 memory: 18413 grad_norm: 4.1282 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7768 loss: 0.7768 2022/08/11 11:03:50 - mmengine - INFO - Epoch(train) [41][800/1879] lr: 2.0000e-03 eta: 4:21:15 time: 0.8601 data_time: 0.0199 memory: 18413 grad_norm: 4.3699 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7462 loss: 0.7462 2022/08/11 11:04:07 - mmengine - INFO - Epoch(train) [41][820/1879] lr: 2.0000e-03 eta: 4:20:58 time: 0.8544 data_time: 0.0191 memory: 18413 grad_norm: 4.3009 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.6671 loss: 0.6671 2022/08/11 11:04:24 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 11:04:24 - mmengine - INFO - Epoch(train) [41][840/1879] lr: 2.0000e-03 eta: 4:20:40 time: 0.8686 data_time: 0.0263 memory: 18413 grad_norm: 4.1674 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7590 loss: 0.7590 2022/08/11 11:04:44 - mmengine - INFO - Epoch(train) [41][860/1879] lr: 2.0000e-03 eta: 4:20:24 time: 1.0089 data_time: 0.1672 memory: 18413 grad_norm: 4.3154 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.8383 loss: 0.8383 2022/08/11 11:05:01 - mmengine - INFO - Epoch(train) [41][880/1879] lr: 2.0000e-03 eta: 4:20:06 time: 0.8629 data_time: 0.0206 memory: 18413 grad_norm: 4.2530 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8109 loss: 0.8109 2022/08/11 11:05:22 - mmengine - INFO - Epoch(train) [41][900/1879] lr: 2.0000e-03 eta: 4:19:49 time: 1.0299 data_time: 0.1902 memory: 18413 grad_norm: 4.1197 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7705 loss: 0.7705 2022/08/11 11:05:39 - mmengine - INFO - Epoch(train) [41][920/1879] lr: 2.0000e-03 eta: 4:19:32 time: 0.8684 data_time: 0.0186 memory: 18413 grad_norm: 4.3745 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 0.9148 loss: 0.9148 2022/08/11 11:05:57 - mmengine - INFO - Epoch(train) [41][940/1879] lr: 2.0000e-03 eta: 4:19:14 time: 0.8562 data_time: 0.0183 memory: 18413 grad_norm: 4.3681 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9514 loss: 0.9514 2022/08/11 11:06:14 - mmengine - INFO - Epoch(train) [41][960/1879] lr: 2.0000e-03 eta: 4:18:57 time: 0.8666 data_time: 0.0189 memory: 18413 grad_norm: 4.2485 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.9028 loss: 0.9028 2022/08/11 11:06:31 - mmengine - INFO - Epoch(train) [41][980/1879] lr: 2.0000e-03 eta: 4:18:39 time: 0.8458 data_time: 0.0179 memory: 18413 grad_norm: 4.2779 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8463 loss: 0.8463 2022/08/11 11:06:48 - mmengine - INFO - Epoch(train) [41][1000/1879] lr: 2.0000e-03 eta: 4:18:22 time: 0.8529 data_time: 0.0200 memory: 18413 grad_norm: 4.2616 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8214 loss: 0.8214 2022/08/11 11:07:05 - mmengine - INFO - Epoch(train) [41][1020/1879] lr: 2.0000e-03 eta: 4:18:04 time: 0.8504 data_time: 0.0183 memory: 18413 grad_norm: 4.2542 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9094 loss: 0.9094 2022/08/11 11:07:22 - mmengine - INFO - Epoch(train) [41][1040/1879] lr: 2.0000e-03 eta: 4:17:47 time: 0.8574 data_time: 0.0182 memory: 18413 grad_norm: 4.2421 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.8530 loss: 0.8530 2022/08/11 11:07:39 - mmengine - INFO - Epoch(train) [41][1060/1879] lr: 2.0000e-03 eta: 4:17:29 time: 0.8556 data_time: 0.0204 memory: 18413 grad_norm: 4.2839 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7939 loss: 0.7939 2022/08/11 11:07:57 - mmengine - INFO - Epoch(train) [41][1080/1879] lr: 2.0000e-03 eta: 4:17:12 time: 0.8714 data_time: 0.0229 memory: 18413 grad_norm: 4.2652 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7786 loss: 0.7786 2022/08/11 11:08:14 - mmengine - INFO - Epoch(train) [41][1100/1879] lr: 2.0000e-03 eta: 4:16:54 time: 0.8612 data_time: 0.0213 memory: 18413 grad_norm: 4.2024 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7828 loss: 0.7828 2022/08/11 11:08:31 - mmengine - INFO - Epoch(train) [41][1120/1879] lr: 2.0000e-03 eta: 4:16:37 time: 0.8552 data_time: 0.0177 memory: 18413 grad_norm: 4.1723 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7883 loss: 0.7883 2022/08/11 11:08:48 - mmengine - INFO - Epoch(train) [41][1140/1879] lr: 2.0000e-03 eta: 4:16:20 time: 0.8630 data_time: 0.0174 memory: 18413 grad_norm: 4.2999 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.5775 loss: 0.5775 2022/08/11 11:09:05 - mmengine - INFO - Epoch(train) [41][1160/1879] lr: 2.0000e-03 eta: 4:16:02 time: 0.8531 data_time: 0.0211 memory: 18413 grad_norm: 4.2895 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.9061 loss: 0.9061 2022/08/11 11:09:23 - mmengine - INFO - Epoch(train) [41][1180/1879] lr: 2.0000e-03 eta: 4:15:45 time: 0.8591 data_time: 0.0177 memory: 18413 grad_norm: 4.3495 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 0.8710 loss: 0.8710 2022/08/11 11:09:40 - mmengine - INFO - Epoch(train) [41][1200/1879] lr: 2.0000e-03 eta: 4:15:27 time: 0.8581 data_time: 0.0254 memory: 18413 grad_norm: 4.2342 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7205 loss: 0.7205 2022/08/11 11:09:57 - mmengine - INFO - Epoch(train) [41][1220/1879] lr: 2.0000e-03 eta: 4:15:10 time: 0.8599 data_time: 0.0212 memory: 18413 grad_norm: 4.2336 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 0.8531 loss: 0.8531 2022/08/11 11:10:14 - mmengine - INFO - Epoch(train) [41][1240/1879] lr: 2.0000e-03 eta: 4:14:52 time: 0.8655 data_time: 0.0181 memory: 18413 grad_norm: 4.2461 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8901 loss: 0.8901 2022/08/11 11:10:32 - mmengine - INFO - Epoch(train) [41][1260/1879] lr: 2.0000e-03 eta: 4:14:35 time: 0.8898 data_time: 0.0513 memory: 18413 grad_norm: 4.3387 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.8394 loss: 0.8394 2022/08/11 11:10:49 - mmengine - INFO - Epoch(train) [41][1280/1879] lr: 2.0000e-03 eta: 4:14:17 time: 0.8545 data_time: 0.0199 memory: 18413 grad_norm: 4.2483 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6586 loss: 0.6586 2022/08/11 11:11:06 - mmengine - INFO - Epoch(train) [41][1300/1879] lr: 2.0000e-03 eta: 4:14:00 time: 0.8594 data_time: 0.0199 memory: 18413 grad_norm: 4.3920 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7425 loss: 0.7425 2022/08/11 11:11:23 - mmengine - INFO - Epoch(train) [41][1320/1879] lr: 2.0000e-03 eta: 4:13:42 time: 0.8529 data_time: 0.0196 memory: 18413 grad_norm: 4.2504 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 0.8029 loss: 0.8029 2022/08/11 11:11:41 - mmengine - INFO - Epoch(train) [41][1340/1879] lr: 2.0000e-03 eta: 4:13:25 time: 0.8624 data_time: 0.0252 memory: 18413 grad_norm: 4.3089 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.8102 loss: 0.8102 2022/08/11 11:11:58 - mmengine - INFO - Epoch(train) [41][1360/1879] lr: 2.0000e-03 eta: 4:13:07 time: 0.8531 data_time: 0.0165 memory: 18413 grad_norm: 4.3607 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7325 loss: 0.7325 2022/08/11 11:12:15 - mmengine - INFO - Epoch(train) [41][1380/1879] lr: 2.0000e-03 eta: 4:12:50 time: 0.8483 data_time: 0.0180 memory: 18413 grad_norm: 4.2562 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 0.8215 loss: 0.8215 2022/08/11 11:12:32 - mmengine - INFO - Epoch(train) [41][1400/1879] lr: 2.0000e-03 eta: 4:12:32 time: 0.8569 data_time: 0.0188 memory: 18413 grad_norm: 4.2389 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6631 loss: 0.6631 2022/08/11 11:12:49 - mmengine - INFO - Epoch(train) [41][1420/1879] lr: 2.0000e-03 eta: 4:12:15 time: 0.8540 data_time: 0.0182 memory: 18413 grad_norm: 4.3895 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8803 loss: 0.8803 2022/08/11 11:13:06 - mmengine - INFO - Epoch(train) [41][1440/1879] lr: 2.0000e-03 eta: 4:11:57 time: 0.8505 data_time: 0.0183 memory: 18413 grad_norm: 4.3597 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8792 loss: 0.8792 2022/08/11 11:13:23 - mmengine - INFO - Epoch(train) [41][1460/1879] lr: 2.0000e-03 eta: 4:11:40 time: 0.8495 data_time: 0.0180 memory: 18413 grad_norm: 4.3858 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.9777 loss: 0.9777 2022/08/11 11:13:40 - mmengine - INFO - Epoch(train) [41][1480/1879] lr: 2.0000e-03 eta: 4:11:22 time: 0.8473 data_time: 0.0181 memory: 18413 grad_norm: 4.3423 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7851 loss: 0.7851 2022/08/11 11:13:58 - mmengine - INFO - Epoch(train) [41][1500/1879] lr: 2.0000e-03 eta: 4:11:05 time: 0.8800 data_time: 0.0432 memory: 18413 grad_norm: 4.3607 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.9517 loss: 0.9517 2022/08/11 11:14:15 - mmengine - INFO - Epoch(train) [41][1520/1879] lr: 2.0000e-03 eta: 4:10:47 time: 0.8562 data_time: 0.0194 memory: 18413 grad_norm: 4.1304 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7888 loss: 0.7888 2022/08/11 11:14:32 - mmengine - INFO - Epoch(train) [41][1540/1879] lr: 2.0000e-03 eta: 4:10:30 time: 0.8517 data_time: 0.0203 memory: 18413 grad_norm: 4.2127 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.6038 loss: 0.6038 2022/08/11 11:14:49 - mmengine - INFO - Epoch(train) [41][1560/1879] lr: 2.0000e-03 eta: 4:10:12 time: 0.8507 data_time: 0.0192 memory: 18413 grad_norm: 4.3978 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8854 loss: 0.8854 2022/08/11 11:15:06 - mmengine - INFO - Epoch(train) [41][1580/1879] lr: 2.0000e-03 eta: 4:09:55 time: 0.8610 data_time: 0.0196 memory: 18413 grad_norm: 4.4400 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0123 loss: 1.0123 2022/08/11 11:15:24 - mmengine - INFO - Epoch(train) [41][1600/1879] lr: 2.0000e-03 eta: 4:09:37 time: 0.9066 data_time: 0.0759 memory: 18413 grad_norm: 4.3897 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8768 loss: 0.8768 2022/08/11 11:15:41 - mmengine - INFO - Epoch(train) [41][1620/1879] lr: 2.0000e-03 eta: 4:09:20 time: 0.8604 data_time: 0.0214 memory: 18413 grad_norm: 4.5536 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.8679 loss: 0.8679 2022/08/11 11:15:58 - mmengine - INFO - Epoch(train) [41][1640/1879] lr: 2.0000e-03 eta: 4:09:03 time: 0.8525 data_time: 0.0188 memory: 18413 grad_norm: 4.3233 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.8715 loss: 0.8715 2022/08/11 11:16:15 - mmengine - INFO - Epoch(train) [41][1660/1879] lr: 2.0000e-03 eta: 4:08:45 time: 0.8562 data_time: 0.0184 memory: 18413 grad_norm: 4.2546 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7549 loss: 0.7549 2022/08/11 11:16:33 - mmengine - INFO - Epoch(train) [41][1680/1879] lr: 2.0000e-03 eta: 4:08:28 time: 0.8663 data_time: 0.0280 memory: 18413 grad_norm: 4.2729 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7091 loss: 0.7091 2022/08/11 11:16:50 - mmengine - INFO - Epoch(train) [41][1700/1879] lr: 2.0000e-03 eta: 4:08:10 time: 0.8557 data_time: 0.0185 memory: 18413 grad_norm: 4.3420 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 0.7436 loss: 0.7436 2022/08/11 11:17:07 - mmengine - INFO - Epoch(train) [41][1720/1879] lr: 2.0000e-03 eta: 4:07:53 time: 0.8494 data_time: 0.0197 memory: 18413 grad_norm: 4.2896 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8486 loss: 0.8486 2022/08/11 11:17:24 - mmengine - INFO - Epoch(train) [41][1740/1879] lr: 2.0000e-03 eta: 4:07:35 time: 0.8514 data_time: 0.0181 memory: 18413 grad_norm: 4.4085 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7062 loss: 0.7062 2022/08/11 11:17:41 - mmengine - INFO - Epoch(train) [41][1760/1879] lr: 2.0000e-03 eta: 4:07:18 time: 0.8483 data_time: 0.0180 memory: 18413 grad_norm: 4.2490 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7217 loss: 0.7217 2022/08/11 11:17:58 - mmengine - INFO - Epoch(train) [41][1780/1879] lr: 2.0000e-03 eta: 4:07:00 time: 0.8468 data_time: 0.0219 memory: 18413 grad_norm: 4.2363 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7618 loss: 0.7618 2022/08/11 11:18:15 - mmengine - INFO - Epoch(train) [41][1800/1879] lr: 2.0000e-03 eta: 4:06:42 time: 0.8499 data_time: 0.0189 memory: 18413 grad_norm: 4.2922 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.8527 loss: 0.8527 2022/08/11 11:18:32 - mmengine - INFO - Epoch(train) [41][1820/1879] lr: 2.0000e-03 eta: 4:06:25 time: 0.8517 data_time: 0.0189 memory: 18413 grad_norm: 4.2787 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8424 loss: 0.8424 2022/08/11 11:18:49 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 11:18:49 - mmengine - INFO - Epoch(train) [41][1840/1879] lr: 2.0000e-03 eta: 4:06:07 time: 0.8483 data_time: 0.0188 memory: 18413 grad_norm: 4.3519 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 0.7526 loss: 0.7526 2022/08/11 11:19:06 - mmengine - INFO - Epoch(train) [41][1860/1879] lr: 2.0000e-03 eta: 4:05:50 time: 0.8624 data_time: 0.0298 memory: 18413 grad_norm: 4.4265 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8224 loss: 0.8224 2022/08/11 11:19:22 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 11:19:22 - mmengine - INFO - Epoch(train) [41][1879/1879] lr: 2.0000e-03 eta: 4:05:50 time: 0.8247 data_time: 0.0171 memory: 18413 grad_norm: 4.5222 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 0.7298 loss: 0.7298 2022/08/11 11:19:38 - mmengine - INFO - Epoch(val) [41][20/155] eta: 0:01:48 time: 0.8040 data_time: 0.5651 memory: 2590 2022/08/11 11:19:47 - mmengine - INFO - Epoch(val) [41][40/155] eta: 0:00:51 time: 0.4510 data_time: 0.2137 memory: 2590 2022/08/11 11:19:59 - mmengine - INFO - Epoch(val) [41][60/155] eta: 0:00:56 time: 0.5945 data_time: 0.3581 memory: 2590 2022/08/11 11:20:14 - mmengine - INFO - Epoch(val) [41][80/155] eta: 0:00:55 time: 0.7339 data_time: 0.4985 memory: 2590 2022/08/11 11:20:26 - mmengine - INFO - Epoch(val) [41][100/155] eta: 0:00:35 time: 0.6370 data_time: 0.4006 memory: 2590 2022/08/11 11:20:38 - mmengine - INFO - Epoch(val) [41][120/155] eta: 0:00:20 time: 0.5754 data_time: 0.3379 memory: 2590 2022/08/11 11:20:54 - mmengine - INFO - Epoch(val) [41][140/155] eta: 0:00:12 time: 0.8270 data_time: 0.5914 memory: 2590 2022/08/11 11:21:08 - mmengine - INFO - Epoch(val) [41][155/155] acc/top1: 0.7209 acc/top5: 0.9000 acc/mean1: 0.7208 2022/08/11 11:21:33 - mmengine - INFO - Epoch(train) [42][20/1879] lr: 2.0000e-03 eta: 4:05:14 time: 1.2275 data_time: 0.3993 memory: 18413 grad_norm: 4.2063 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 0.8002 loss: 0.8002 2022/08/11 11:21:50 - mmengine - INFO - Epoch(train) [42][40/1879] lr: 2.0000e-03 eta: 4:04:56 time: 0.8539 data_time: 0.0175 memory: 18413 grad_norm: 4.2349 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.8531 loss: 0.8531 2022/08/11 11:22:07 - mmengine - INFO - Epoch(train) [42][60/1879] lr: 2.0000e-03 eta: 4:04:39 time: 0.8576 data_time: 0.0174 memory: 18413 grad_norm: 4.3178 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.9555 loss: 0.9555 2022/08/11 11:22:25 - mmengine - INFO - Epoch(train) [42][80/1879] lr: 2.0000e-03 eta: 4:04:21 time: 0.8529 data_time: 0.0188 memory: 18413 grad_norm: 4.2727 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.6430 loss: 0.6430 2022/08/11 11:22:42 - mmengine - INFO - Epoch(train) [42][100/1879] lr: 2.0000e-03 eta: 4:04:04 time: 0.8550 data_time: 0.0186 memory: 18413 grad_norm: 4.2658 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8726 loss: 0.8726 2022/08/11 11:22:59 - mmengine - INFO - Epoch(train) [42][120/1879] lr: 2.0000e-03 eta: 4:03:46 time: 0.8523 data_time: 0.0196 memory: 18413 grad_norm: 4.1981 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.6798 loss: 0.6798 2022/08/11 11:23:16 - mmengine - INFO - Epoch(train) [42][140/1879] lr: 2.0000e-03 eta: 4:03:29 time: 0.8512 data_time: 0.0184 memory: 18413 grad_norm: 4.1860 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.6654 loss: 0.6654 2022/08/11 11:23:33 - mmengine - INFO - Epoch(train) [42][160/1879] lr: 2.0000e-03 eta: 4:03:11 time: 0.8575 data_time: 0.0179 memory: 18413 grad_norm: 4.3472 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 0.8151 loss: 0.8151 2022/08/11 11:23:50 - mmengine - INFO - Epoch(train) [42][180/1879] lr: 2.0000e-03 eta: 4:02:54 time: 0.8506 data_time: 0.0207 memory: 18413 grad_norm: 4.1921 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8285 loss: 0.8285 2022/08/11 11:24:07 - mmengine - INFO - Epoch(train) [42][200/1879] lr: 2.0000e-03 eta: 4:02:36 time: 0.8466 data_time: 0.0155 memory: 18413 grad_norm: 4.2662 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.7045 loss: 0.7045 2022/08/11 11:24:24 - mmengine - INFO - Epoch(train) [42][220/1879] lr: 2.0000e-03 eta: 4:02:19 time: 0.8522 data_time: 0.0201 memory: 18413 grad_norm: 4.2384 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9029 loss: 0.9029 2022/08/11 11:24:41 - mmengine - INFO - Epoch(train) [42][240/1879] lr: 2.0000e-03 eta: 4:02:01 time: 0.8504 data_time: 0.0183 memory: 18413 grad_norm: 4.2960 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.7515 loss: 0.7515 2022/08/11 11:24:58 - mmengine - INFO - Epoch(train) [42][260/1879] lr: 2.0000e-03 eta: 4:01:44 time: 0.8540 data_time: 0.0181 memory: 18413 grad_norm: 4.3849 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8318 loss: 0.8318 2022/08/11 11:25:21 - mmengine - INFO - Epoch(train) [42][280/1879] lr: 2.0000e-03 eta: 4:01:28 time: 1.1749 data_time: 0.0221 memory: 18413 grad_norm: 4.2808 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.9431 loss: 0.9431 2022/08/11 11:25:39 - mmengine - INFO - Epoch(train) [42][300/1879] lr: 2.0000e-03 eta: 4:01:10 time: 0.8529 data_time: 0.0199 memory: 18413 grad_norm: 4.4071 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.8040 loss: 0.8040 2022/08/11 11:25:56 - mmengine - INFO - Epoch(train) [42][320/1879] lr: 2.0000e-03 eta: 4:00:53 time: 0.8646 data_time: 0.0186 memory: 18413 grad_norm: 4.3067 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.6543 loss: 0.6543 2022/08/11 11:26:13 - mmengine - INFO - Epoch(train) [42][340/1879] lr: 2.0000e-03 eta: 4:00:35 time: 0.8544 data_time: 0.0184 memory: 18413 grad_norm: 4.3262 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8093 loss: 0.8093 2022/08/11 11:26:30 - mmengine - INFO - Epoch(train) [42][360/1879] lr: 2.0000e-03 eta: 4:00:18 time: 0.8576 data_time: 0.0202 memory: 18413 grad_norm: 4.2634 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7880 loss: 0.7880 2022/08/11 11:26:47 - mmengine - INFO - Epoch(train) [42][380/1879] lr: 2.0000e-03 eta: 4:00:00 time: 0.8537 data_time: 0.0197 memory: 18413 grad_norm: 4.2390 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8294 loss: 0.8294 2022/08/11 11:27:04 - mmengine - INFO - Epoch(train) [42][400/1879] lr: 2.0000e-03 eta: 3:59:43 time: 0.8597 data_time: 0.0233 memory: 18413 grad_norm: 4.2596 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8397 loss: 0.8397 2022/08/11 11:27:21 - mmengine - INFO - Epoch(train) [42][420/1879] lr: 2.0000e-03 eta: 3:59:25 time: 0.8466 data_time: 0.0165 memory: 18413 grad_norm: 4.3482 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6754 loss: 0.6754 2022/08/11 11:27:39 - mmengine - INFO - Epoch(train) [42][440/1879] lr: 2.0000e-03 eta: 3:59:08 time: 0.8615 data_time: 0.0282 memory: 18413 grad_norm: 4.2344 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.8433 loss: 0.8433 2022/08/11 11:27:56 - mmengine - INFO - Epoch(train) [42][460/1879] lr: 2.0000e-03 eta: 3:58:50 time: 0.8570 data_time: 0.0202 memory: 18413 grad_norm: 4.3503 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.8922 loss: 0.8922 2022/08/11 11:28:13 - mmengine - INFO - Epoch(train) [42][480/1879] lr: 2.0000e-03 eta: 3:58:33 time: 0.8515 data_time: 0.0178 memory: 18413 grad_norm: 4.2625 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.8813 loss: 0.8813 2022/08/11 11:28:30 - mmengine - INFO - Epoch(train) [42][500/1879] lr: 2.0000e-03 eta: 3:58:15 time: 0.8474 data_time: 0.0180 memory: 18413 grad_norm: 4.1548 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 0.8769 loss: 0.8769 2022/08/11 11:28:47 - mmengine - INFO - Epoch(train) [42][520/1879] lr: 2.0000e-03 eta: 3:57:58 time: 0.8499 data_time: 0.0188 memory: 18413 grad_norm: 4.2854 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 0.7555 loss: 0.7555 2022/08/11 11:29:04 - mmengine - INFO - Epoch(train) [42][540/1879] lr: 2.0000e-03 eta: 3:57:40 time: 0.8465 data_time: 0.0188 memory: 18413 grad_norm: 4.2999 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7126 loss: 0.7126 2022/08/11 11:29:21 - mmengine - INFO - Epoch(train) [42][560/1879] lr: 2.0000e-03 eta: 3:57:23 time: 0.8480 data_time: 0.0179 memory: 18413 grad_norm: 4.2524 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 0.8561 loss: 0.8561 2022/08/11 11:29:38 - mmengine - INFO - Epoch(train) [42][580/1879] lr: 2.0000e-03 eta: 3:57:05 time: 0.8580 data_time: 0.0215 memory: 18413 grad_norm: 4.1846 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.6880 loss: 0.6880 2022/08/11 11:29:55 - mmengine - INFO - Epoch(train) [42][600/1879] lr: 2.0000e-03 eta: 3:56:48 time: 0.8495 data_time: 0.0182 memory: 18413 grad_norm: 4.2485 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7349 loss: 0.7349 2022/08/11 11:30:13 - mmengine - INFO - Epoch(train) [42][620/1879] lr: 2.0000e-03 eta: 3:56:31 time: 0.9335 data_time: 0.0942 memory: 18413 grad_norm: 4.3366 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.8588 loss: 0.8588 2022/08/11 11:30:32 - mmengine - INFO - Epoch(train) [42][640/1879] lr: 2.0000e-03 eta: 3:56:13 time: 0.9019 data_time: 0.0187 memory: 18413 grad_norm: 4.2299 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.6870 loss: 0.6870 2022/08/11 11:30:50 - mmengine - INFO - Epoch(train) [42][660/1879] lr: 2.0000e-03 eta: 3:55:56 time: 0.9101 data_time: 0.0191 memory: 18413 grad_norm: 4.1219 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.7869 loss: 0.7869 2022/08/11 11:31:07 - mmengine - INFO - Epoch(train) [42][680/1879] lr: 2.0000e-03 eta: 3:55:39 time: 0.8480 data_time: 0.0206 memory: 18413 grad_norm: 4.3141 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.8851 loss: 0.8851 2022/08/11 11:31:24 - mmengine - INFO - Epoch(train) [42][700/1879] lr: 2.0000e-03 eta: 3:55:21 time: 0.8462 data_time: 0.0181 memory: 18413 grad_norm: 4.2463 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7879 loss: 0.7879 2022/08/11 11:31:41 - mmengine - INFO - Epoch(train) [42][720/1879] lr: 2.0000e-03 eta: 3:55:04 time: 0.8531 data_time: 0.0189 memory: 18413 grad_norm: 4.2519 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9593 loss: 0.9593 2022/08/11 11:31:58 - mmengine - INFO - Epoch(train) [42][740/1879] lr: 2.0000e-03 eta: 3:54:46 time: 0.8502 data_time: 0.0217 memory: 18413 grad_norm: 4.4242 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8432 loss: 0.8432 2022/08/11 11:32:15 - mmengine - INFO - Epoch(train) [42][760/1879] lr: 2.0000e-03 eta: 3:54:29 time: 0.8559 data_time: 0.0167 memory: 18413 grad_norm: 4.4008 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8353 loss: 0.8353 2022/08/11 11:32:32 - mmengine - INFO - Epoch(train) [42][780/1879] lr: 2.0000e-03 eta: 3:54:11 time: 0.8496 data_time: 0.0179 memory: 18413 grad_norm: 4.2191 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8224 loss: 0.8224 2022/08/11 11:32:49 - mmengine - INFO - Epoch(train) [42][800/1879] lr: 2.0000e-03 eta: 3:53:54 time: 0.8577 data_time: 0.0227 memory: 18413 grad_norm: 4.3850 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9002 loss: 0.9002 2022/08/11 11:33:06 - mmengine - INFO - Epoch(train) [42][820/1879] lr: 2.0000e-03 eta: 3:53:36 time: 0.8493 data_time: 0.0173 memory: 18413 grad_norm: 4.2551 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 0.8986 loss: 0.8986 2022/08/11 11:33:23 - mmengine - INFO - Epoch(train) [42][840/1879] lr: 2.0000e-03 eta: 3:53:19 time: 0.8518 data_time: 0.0184 memory: 18413 grad_norm: 4.3141 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 0.7391 loss: 0.7391 2022/08/11 11:33:40 - mmengine - INFO - Epoch(train) [42][860/1879] lr: 2.0000e-03 eta: 3:53:01 time: 0.8483 data_time: 0.0196 memory: 18413 grad_norm: 4.1487 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7129 loss: 0.7129 2022/08/11 11:33:57 - mmengine - INFO - Epoch(train) [42][880/1879] lr: 2.0000e-03 eta: 3:52:44 time: 0.8520 data_time: 0.0200 memory: 18413 grad_norm: 4.3127 top1_acc: 0.5625 top5_acc: 1.0000 loss_cls: 0.7747 loss: 0.7747 2022/08/11 11:34:14 - mmengine - INFO - Epoch(train) [42][900/1879] lr: 2.0000e-03 eta: 3:52:26 time: 0.8536 data_time: 0.0197 memory: 18413 grad_norm: 4.3120 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7444 loss: 0.7444 2022/08/11 11:34:31 - mmengine - INFO - Epoch(train) [42][920/1879] lr: 2.0000e-03 eta: 3:52:09 time: 0.8497 data_time: 0.0179 memory: 18413 grad_norm: 4.3437 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7627 loss: 0.7627 2022/08/11 11:34:48 - mmengine - INFO - Epoch(train) [42][940/1879] lr: 2.0000e-03 eta: 3:51:51 time: 0.8528 data_time: 0.0182 memory: 18413 grad_norm: 4.3357 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7111 loss: 0.7111 2022/08/11 11:35:05 - mmengine - INFO - Epoch(train) [42][960/1879] lr: 2.0000e-03 eta: 3:51:34 time: 0.8565 data_time: 0.0186 memory: 18413 grad_norm: 4.2951 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.8818 loss: 0.8818 2022/08/11 11:35:08 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 11:35:24 - mmengine - INFO - Epoch(train) [42][980/1879] lr: 2.0000e-03 eta: 3:51:16 time: 0.9521 data_time: 0.1168 memory: 18413 grad_norm: 4.2268 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8108 loss: 0.8108 2022/08/11 11:35:41 - mmengine - INFO - Epoch(train) [42][1000/1879] lr: 2.0000e-03 eta: 3:50:59 time: 0.8530 data_time: 0.0189 memory: 18413 grad_norm: 4.3529 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7943 loss: 0.7943 2022/08/11 11:35:59 - mmengine - INFO - Epoch(train) [42][1020/1879] lr: 2.0000e-03 eta: 3:50:41 time: 0.8521 data_time: 0.0197 memory: 18413 grad_norm: 4.2883 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7100 loss: 0.7100 2022/08/11 11:36:16 - mmengine - INFO - Epoch(train) [42][1040/1879] lr: 2.0000e-03 eta: 3:50:24 time: 0.8523 data_time: 0.0195 memory: 18413 grad_norm: 4.1765 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7616 loss: 0.7616 2022/08/11 11:36:33 - mmengine - INFO - Epoch(train) [42][1060/1879] lr: 2.0000e-03 eta: 3:50:06 time: 0.8503 data_time: 0.0180 memory: 18413 grad_norm: 4.4140 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8460 loss: 0.8460 2022/08/11 11:36:50 - mmengine - INFO - Epoch(train) [42][1080/1879] lr: 2.0000e-03 eta: 3:49:49 time: 0.8474 data_time: 0.0203 memory: 18413 grad_norm: 4.4449 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.6905 loss: 0.6905 2022/08/11 11:37:06 - mmengine - INFO - Epoch(train) [42][1100/1879] lr: 2.0000e-03 eta: 3:49:31 time: 0.8410 data_time: 0.0194 memory: 18413 grad_norm: 4.2046 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6101 loss: 0.6101 2022/08/11 11:37:23 - mmengine - INFO - Epoch(train) [42][1120/1879] lr: 2.0000e-03 eta: 3:49:14 time: 0.8497 data_time: 0.0208 memory: 18413 grad_norm: 4.3569 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7491 loss: 0.7491 2022/08/11 11:37:40 - mmengine - INFO - Epoch(train) [42][1140/1879] lr: 2.0000e-03 eta: 3:48:56 time: 0.8466 data_time: 0.0184 memory: 18413 grad_norm: 4.3219 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.7416 loss: 0.7416 2022/08/11 11:37:57 - mmengine - INFO - Epoch(train) [42][1160/1879] lr: 2.0000e-03 eta: 3:48:39 time: 0.8430 data_time: 0.0185 memory: 18413 grad_norm: 4.4182 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7630 loss: 0.7630 2022/08/11 11:38:14 - mmengine - INFO - Epoch(train) [42][1180/1879] lr: 2.0000e-03 eta: 3:48:21 time: 0.8477 data_time: 0.0179 memory: 18413 grad_norm: 4.3775 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7067 loss: 0.7067 2022/08/11 11:38:31 - mmengine - INFO - Epoch(train) [42][1200/1879] lr: 2.0000e-03 eta: 3:48:04 time: 0.8456 data_time: 0.0185 memory: 18413 grad_norm: 4.4410 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7565 loss: 0.7565 2022/08/11 11:38:48 - mmengine - INFO - Epoch(train) [42][1220/1879] lr: 2.0000e-03 eta: 3:47:46 time: 0.8459 data_time: 0.0185 memory: 18413 grad_norm: 4.3158 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7386 loss: 0.7386 2022/08/11 11:39:05 - mmengine - INFO - Epoch(train) [42][1240/1879] lr: 2.0000e-03 eta: 3:47:29 time: 0.8551 data_time: 0.0257 memory: 18413 grad_norm: 4.5004 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8965 loss: 0.8965 2022/08/11 11:39:22 - mmengine - INFO - Epoch(train) [42][1260/1879] lr: 2.0000e-03 eta: 3:47:11 time: 0.8483 data_time: 0.0196 memory: 18413 grad_norm: 4.2791 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 0.9924 loss: 0.9924 2022/08/11 11:39:39 - mmengine - INFO - Epoch(train) [42][1280/1879] lr: 2.0000e-03 eta: 3:46:54 time: 0.8473 data_time: 0.0197 memory: 18413 grad_norm: 4.2655 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.9229 loss: 0.9229 2022/08/11 11:39:56 - mmengine - INFO - Epoch(train) [42][1300/1879] lr: 2.0000e-03 eta: 3:46:36 time: 0.8519 data_time: 0.0199 memory: 18413 grad_norm: 4.3521 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.9247 loss: 0.9247 2022/08/11 11:40:13 - mmengine - INFO - Epoch(train) [42][1320/1879] lr: 2.0000e-03 eta: 3:46:19 time: 0.8539 data_time: 0.0203 memory: 18413 grad_norm: 4.5537 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8538 loss: 0.8538 2022/08/11 11:40:30 - mmengine - INFO - Epoch(train) [42][1340/1879] lr: 2.0000e-03 eta: 3:46:01 time: 0.8446 data_time: 0.0168 memory: 18413 grad_norm: 4.3989 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.0414 loss: 1.0414 2022/08/11 11:40:47 - mmengine - INFO - Epoch(train) [42][1360/1879] lr: 2.0000e-03 eta: 3:45:44 time: 0.8561 data_time: 0.0195 memory: 18413 grad_norm: 4.2858 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.6461 loss: 0.6461 2022/08/11 11:41:04 - mmengine - INFO - Epoch(train) [42][1380/1879] lr: 2.0000e-03 eta: 3:45:26 time: 0.8548 data_time: 0.0195 memory: 18413 grad_norm: 4.3381 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8392 loss: 0.8392 2022/08/11 11:41:21 - mmengine - INFO - Epoch(train) [42][1400/1879] lr: 2.0000e-03 eta: 3:45:09 time: 0.8555 data_time: 0.0199 memory: 18413 grad_norm: 4.3781 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 0.7749 loss: 0.7749 2022/08/11 11:41:38 - mmengine - INFO - Epoch(train) [42][1420/1879] lr: 2.0000e-03 eta: 3:44:51 time: 0.8505 data_time: 0.0183 memory: 18413 grad_norm: 4.3847 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7896 loss: 0.7896 2022/08/11 11:41:56 - mmengine - INFO - Epoch(train) [42][1440/1879] lr: 2.0000e-03 eta: 3:44:34 time: 0.8666 data_time: 0.0201 memory: 18413 grad_norm: 4.1998 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 0.8604 loss: 0.8604 2022/08/11 11:42:13 - mmengine - INFO - Epoch(train) [42][1460/1879] lr: 2.0000e-03 eta: 3:44:16 time: 0.8530 data_time: 0.0177 memory: 18413 grad_norm: 4.4127 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 0.6197 loss: 0.6197 2022/08/11 11:42:30 - mmengine - INFO - Epoch(train) [42][1480/1879] lr: 2.0000e-03 eta: 3:43:59 time: 0.8580 data_time: 0.0166 memory: 18413 grad_norm: 4.3448 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 0.8265 loss: 0.8265 2022/08/11 11:42:47 - mmengine - INFO - Epoch(train) [42][1500/1879] lr: 2.0000e-03 eta: 3:43:41 time: 0.8578 data_time: 0.0194 memory: 18413 grad_norm: 4.4296 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 0.8462 loss: 0.8462 2022/08/11 11:43:04 - mmengine - INFO - Epoch(train) [42][1520/1879] lr: 2.0000e-03 eta: 3:43:24 time: 0.8626 data_time: 0.0251 memory: 18413 grad_norm: 4.3163 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8898 loss: 0.8898 2022/08/11 11:43:21 - mmengine - INFO - Epoch(train) [42][1540/1879] lr: 2.0000e-03 eta: 3:43:07 time: 0.8519 data_time: 0.0185 memory: 18413 grad_norm: 4.2743 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.6858 loss: 0.6858 2022/08/11 11:43:41 - mmengine - INFO - Epoch(train) [42][1560/1879] lr: 2.0000e-03 eta: 3:42:50 time: 0.9881 data_time: 0.0181 memory: 18413 grad_norm: 4.4108 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9059 loss: 0.9059 2022/08/11 11:43:59 - mmengine - INFO - Epoch(train) [42][1580/1879] lr: 2.0000e-03 eta: 3:42:32 time: 0.8662 data_time: 0.0201 memory: 18413 grad_norm: 4.3324 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7435 loss: 0.7435 2022/08/11 11:44:16 - mmengine - INFO - Epoch(train) [42][1600/1879] lr: 2.0000e-03 eta: 3:42:15 time: 0.8529 data_time: 0.0165 memory: 18413 grad_norm: 4.4578 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9159 loss: 0.9159 2022/08/11 11:44:33 - mmengine - INFO - Epoch(train) [42][1620/1879] lr: 2.0000e-03 eta: 3:41:57 time: 0.8540 data_time: 0.0199 memory: 18413 grad_norm: 4.3905 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7859 loss: 0.7859 2022/08/11 11:44:50 - mmengine - INFO - Epoch(train) [42][1640/1879] lr: 2.0000e-03 eta: 3:41:40 time: 0.8656 data_time: 0.0194 memory: 18413 grad_norm: 4.2514 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5879 loss: 0.5879 2022/08/11 11:45:19 - mmengine - INFO - Epoch(train) [42][1660/1879] lr: 2.0000e-03 eta: 3:41:25 time: 1.4452 data_time: 0.0242 memory: 18413 grad_norm: 4.2499 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.6275 loss: 0.6275 2022/08/11 11:45:36 - mmengine - INFO - Epoch(train) [42][1680/1879] lr: 2.0000e-03 eta: 3:41:07 time: 0.8568 data_time: 0.0197 memory: 18413 grad_norm: 4.4660 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9879 loss: 0.9879 2022/08/11 11:45:54 - mmengine - INFO - Epoch(train) [42][1700/1879] lr: 2.0000e-03 eta: 3:40:50 time: 0.8896 data_time: 0.0179 memory: 18413 grad_norm: 4.3678 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7775 loss: 0.7775 2022/08/11 11:46:16 - mmengine - INFO - Epoch(train) [42][1720/1879] lr: 2.0000e-03 eta: 3:40:33 time: 1.0831 data_time: 0.0197 memory: 18413 grad_norm: 4.5347 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.8968 loss: 0.8968 2022/08/11 11:46:33 - mmengine - INFO - Epoch(train) [42][1740/1879] lr: 2.0000e-03 eta: 3:40:16 time: 0.8899 data_time: 0.0209 memory: 18413 grad_norm: 4.3183 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.7884 loss: 0.7884 2022/08/11 11:46:55 - mmengine - INFO - Epoch(train) [42][1760/1879] lr: 2.0000e-03 eta: 3:39:59 time: 1.0913 data_time: 0.0160 memory: 18413 grad_norm: 4.3969 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9625 loss: 0.9625 2022/08/11 11:47:19 - mmengine - INFO - Epoch(train) [42][1780/1879] lr: 2.0000e-03 eta: 3:39:43 time: 1.1658 data_time: 0.0193 memory: 18413 grad_norm: 4.2568 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.6496 loss: 0.6496 2022/08/11 11:47:39 - mmengine - INFO - Epoch(train) [42][1800/1879] lr: 2.0000e-03 eta: 3:39:26 time: 1.0098 data_time: 0.0181 memory: 18413 grad_norm: 4.4188 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.9239 loss: 0.9239 2022/08/11 11:47:56 - mmengine - INFO - Epoch(train) [42][1820/1879] lr: 2.0000e-03 eta: 3:39:09 time: 0.8662 data_time: 0.0204 memory: 18413 grad_norm: 4.4271 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7825 loss: 0.7825 2022/08/11 11:48:23 - mmengine - INFO - Epoch(train) [42][1840/1879] lr: 2.0000e-03 eta: 3:38:53 time: 1.3369 data_time: 0.0186 memory: 18413 grad_norm: 4.3652 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7986 loss: 0.7986 2022/08/11 11:48:40 - mmengine - INFO - Epoch(train) [42][1860/1879] lr: 2.0000e-03 eta: 3:38:35 time: 0.8548 data_time: 0.0193 memory: 18413 grad_norm: 4.3058 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8948 loss: 0.8948 2022/08/11 11:48:56 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 11:48:56 - mmengine - INFO - Epoch(train) [42][1879/1879] lr: 2.0000e-03 eta: 3:38:35 time: 0.8515 data_time: 0.0165 memory: 18413 grad_norm: 4.4783 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 0.9492 loss: 0.9492 2022/08/11 11:48:56 - mmengine - INFO - Saving checkpoint at 42 epochs 2022/08/11 11:49:12 - mmengine - INFO - Epoch(val) [42][20/155] eta: 0:01:25 time: 0.6305 data_time: 0.3930 memory: 2590 2022/08/11 11:49:19 - mmengine - INFO - Epoch(val) [42][40/155] eta: 0:00:39 time: 0.3451 data_time: 0.1082 memory: 2590 2022/08/11 11:49:27 - mmengine - INFO - Epoch(val) [42][60/155] eta: 0:00:40 time: 0.4236 data_time: 0.1895 memory: 2590 2022/08/11 11:49:37 - mmengine - INFO - Epoch(val) [42][80/155] eta: 0:00:36 time: 0.4843 data_time: 0.2485 memory: 2590 2022/08/11 11:49:45 - mmengine - INFO - Epoch(val) [42][100/155] eta: 0:00:22 time: 0.4007 data_time: 0.1646 memory: 2590 2022/08/11 11:49:56 - mmengine - INFO - Epoch(val) [42][120/155] eta: 0:00:18 time: 0.5209 data_time: 0.2873 memory: 2590 2022/08/11 11:50:03 - mmengine - INFO - Epoch(val) [42][140/155] eta: 0:00:05 time: 0.3612 data_time: 0.1274 memory: 2590 2022/08/11 11:50:59 - mmengine - INFO - Epoch(val) [42][155/155] acc/top1: 0.7216 acc/top5: 0.9027 acc/mean1: 0.7215 2022/08/11 11:51:29 - mmengine - INFO - Epoch(train) [43][20/1879] lr: 2.0000e-03 eta: 3:38:01 time: 1.4908 data_time: 0.3086 memory: 18413 grad_norm: 4.3270 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7442 loss: 0.7442 2022/08/11 11:51:48 - mmengine - INFO - Epoch(train) [43][40/1879] lr: 2.0000e-03 eta: 3:37:43 time: 0.9358 data_time: 0.0162 memory: 18413 grad_norm: 4.3130 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8909 loss: 0.8909 2022/08/11 11:52:05 - mmengine - INFO - Epoch(train) [43][60/1879] lr: 2.0000e-03 eta: 3:37:26 time: 0.8498 data_time: 0.0172 memory: 18413 grad_norm: 4.4087 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7129 loss: 0.7129 2022/08/11 11:52:22 - mmengine - INFO - Epoch(train) [43][80/1879] lr: 2.0000e-03 eta: 3:37:08 time: 0.8463 data_time: 0.0182 memory: 18413 grad_norm: 4.3044 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.8175 loss: 0.8175 2022/08/11 11:52:24 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 11:52:39 - mmengine - INFO - Epoch(train) [43][100/1879] lr: 2.0000e-03 eta: 3:36:51 time: 0.8585 data_time: 0.0182 memory: 18413 grad_norm: 4.3053 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.7235 loss: 0.7235 2022/08/11 11:52:58 - mmengine - INFO - Epoch(train) [43][120/1879] lr: 2.0000e-03 eta: 3:36:34 time: 0.9270 data_time: 0.0190 memory: 18413 grad_norm: 4.1007 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.9489 loss: 0.9489 2022/08/11 11:53:15 - mmengine - INFO - Epoch(train) [43][140/1879] lr: 2.0000e-03 eta: 3:36:16 time: 0.8630 data_time: 0.0270 memory: 18413 grad_norm: 4.3925 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6988 loss: 0.6988 2022/08/11 11:53:38 - mmengine - INFO - Epoch(train) [43][160/1879] lr: 2.0000e-03 eta: 3:36:00 time: 1.1771 data_time: 0.0165 memory: 18413 grad_norm: 4.4050 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7674 loss: 0.7674 2022/08/11 11:53:55 - mmengine - INFO - Epoch(train) [43][180/1879] lr: 2.0000e-03 eta: 3:35:42 time: 0.8475 data_time: 0.0188 memory: 18413 grad_norm: 4.3852 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8426 loss: 0.8426 2022/08/11 11:54:13 - mmengine - INFO - Epoch(train) [43][200/1879] lr: 2.0000e-03 eta: 3:35:25 time: 0.9070 data_time: 0.0194 memory: 18413 grad_norm: 4.3161 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 0.8223 loss: 0.8223 2022/08/11 11:54:31 - mmengine - INFO - Epoch(train) [43][220/1879] lr: 2.0000e-03 eta: 3:35:08 time: 0.8514 data_time: 0.0210 memory: 18413 grad_norm: 4.2149 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 0.7712 loss: 0.7712 2022/08/11 11:54:49 - mmengine - INFO - Epoch(train) [43][240/1879] lr: 2.0000e-03 eta: 3:34:50 time: 0.9321 data_time: 0.0172 memory: 18413 grad_norm: 4.3325 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7067 loss: 0.7067 2022/08/11 11:55:11 - mmengine - INFO - Epoch(train) [43][260/1879] lr: 2.0000e-03 eta: 3:34:34 time: 1.0742 data_time: 0.0171 memory: 18413 grad_norm: 4.4639 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.7205 loss: 0.7205 2022/08/11 11:55:28 - mmengine - INFO - Epoch(train) [43][280/1879] lr: 2.0000e-03 eta: 3:34:16 time: 0.8559 data_time: 0.0254 memory: 18413 grad_norm: 4.3927 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8917 loss: 0.8917 2022/08/11 11:55:45 - mmengine - INFO - Epoch(train) [43][300/1879] lr: 2.0000e-03 eta: 3:33:59 time: 0.8582 data_time: 0.0193 memory: 18413 grad_norm: 4.2823 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8605 loss: 0.8605 2022/08/11 11:56:04 - mmengine - INFO - Epoch(train) [43][320/1879] lr: 2.0000e-03 eta: 3:33:42 time: 0.9269 data_time: 0.0161 memory: 18413 grad_norm: 4.3012 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7873 loss: 0.7873 2022/08/11 11:56:24 - mmengine - INFO - Epoch(train) [43][340/1879] lr: 2.0000e-03 eta: 3:33:25 time: 1.0133 data_time: 0.0271 memory: 18413 grad_norm: 4.3475 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 0.7444 loss: 0.7444 2022/08/11 11:56:45 - mmengine - INFO - Epoch(train) [43][360/1879] lr: 2.0000e-03 eta: 3:33:08 time: 1.0455 data_time: 0.1783 memory: 18413 grad_norm: 4.2998 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 0.8114 loss: 0.8114 2022/08/11 11:57:02 - mmengine - INFO - Epoch(train) [43][380/1879] lr: 2.0000e-03 eta: 3:32:50 time: 0.8623 data_time: 0.0155 memory: 18413 grad_norm: 4.3107 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8283 loss: 0.8283 2022/08/11 11:57:21 - mmengine - INFO - Epoch(train) [43][400/1879] lr: 2.0000e-03 eta: 3:32:33 time: 0.9732 data_time: 0.0182 memory: 18413 grad_norm: 4.3769 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.6810 loss: 0.6810 2022/08/11 11:57:39 - mmengine - INFO - Epoch(train) [43][420/1879] lr: 2.0000e-03 eta: 3:32:16 time: 0.8603 data_time: 0.0177 memory: 18413 grad_norm: 4.3098 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7474 loss: 0.7474 2022/08/11 11:57:56 - mmengine - INFO - Epoch(train) [43][440/1879] lr: 2.0000e-03 eta: 3:31:59 time: 0.8888 data_time: 0.0203 memory: 18413 grad_norm: 4.4045 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.7507 loss: 0.7507 2022/08/11 11:58:21 - mmengine - INFO - Epoch(train) [43][460/1879] lr: 2.0000e-03 eta: 3:31:42 time: 1.2490 data_time: 0.0186 memory: 18413 grad_norm: 4.3002 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.7058 loss: 0.7058 2022/08/11 11:58:39 - mmengine - INFO - Epoch(train) [43][480/1879] lr: 2.0000e-03 eta: 3:31:25 time: 0.9022 data_time: 0.0184 memory: 18413 grad_norm: 4.3328 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7970 loss: 0.7970 2022/08/11 11:58:57 - mmengine - INFO - Epoch(train) [43][500/1879] lr: 2.0000e-03 eta: 3:31:08 time: 0.8982 data_time: 0.0191 memory: 18413 grad_norm: 4.4276 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7702 loss: 0.7702 2022/08/11 11:59:15 - mmengine - INFO - Epoch(train) [43][520/1879] lr: 2.0000e-03 eta: 3:30:50 time: 0.8697 data_time: 0.0177 memory: 18413 grad_norm: 4.3073 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 0.9648 loss: 0.9648 2022/08/11 11:59:32 - mmengine - INFO - Epoch(train) [43][540/1879] lr: 2.0000e-03 eta: 3:30:33 time: 0.8471 data_time: 0.0184 memory: 18413 grad_norm: 4.3667 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.8112 loss: 0.8112 2022/08/11 11:59:49 - mmengine - INFO - Epoch(train) [43][560/1879] lr: 2.0000e-03 eta: 3:30:15 time: 0.8629 data_time: 0.0201 memory: 18413 grad_norm: 4.3258 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7914 loss: 0.7914 2022/08/11 12:00:07 - mmengine - INFO - Epoch(train) [43][580/1879] lr: 2.0000e-03 eta: 3:29:58 time: 0.9123 data_time: 0.0190 memory: 18413 grad_norm: 4.3430 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8296 loss: 0.8296 2022/08/11 12:00:25 - mmengine - INFO - Epoch(train) [43][600/1879] lr: 2.0000e-03 eta: 3:29:41 time: 0.9030 data_time: 0.0607 memory: 18413 grad_norm: 4.3040 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7509 loss: 0.7509 2022/08/11 12:00:43 - mmengine - INFO - Epoch(train) [43][620/1879] lr: 2.0000e-03 eta: 3:29:23 time: 0.8578 data_time: 0.0208 memory: 18413 grad_norm: 4.3103 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7616 loss: 0.7616 2022/08/11 12:01:00 - mmengine - INFO - Epoch(train) [43][640/1879] lr: 2.0000e-03 eta: 3:29:06 time: 0.8607 data_time: 0.0187 memory: 18413 grad_norm: 4.4361 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.7728 loss: 0.7728 2022/08/11 12:01:17 - mmengine - INFO - Epoch(train) [43][660/1879] lr: 2.0000e-03 eta: 3:28:48 time: 0.8617 data_time: 0.0197 memory: 18413 grad_norm: 4.4134 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7406 loss: 0.7406 2022/08/11 12:01:42 - mmengine - INFO - Epoch(train) [43][680/1879] lr: 2.0000e-03 eta: 3:28:32 time: 1.2740 data_time: 0.0179 memory: 18413 grad_norm: 4.4577 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9041 loss: 0.9041 2022/08/11 12:02:01 - mmengine - INFO - Epoch(train) [43][700/1879] lr: 2.0000e-03 eta: 3:28:15 time: 0.9011 data_time: 0.0214 memory: 18413 grad_norm: 4.2451 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.7211 loss: 0.7211 2022/08/11 12:02:21 - mmengine - INFO - Epoch(train) [43][720/1879] lr: 2.0000e-03 eta: 3:27:58 time: 1.0480 data_time: 0.0162 memory: 18413 grad_norm: 4.2767 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.7852 loss: 0.7852 2022/08/11 12:02:39 - mmengine - INFO - Epoch(train) [43][740/1879] lr: 2.0000e-03 eta: 3:27:41 time: 0.8818 data_time: 0.0216 memory: 18413 grad_norm: 4.2389 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 0.6961 loss: 0.6961 2022/08/11 12:02:59 - mmengine - INFO - Epoch(train) [43][760/1879] lr: 2.0000e-03 eta: 3:27:24 time: 0.9832 data_time: 0.0166 memory: 18413 grad_norm: 4.3380 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8020 loss: 0.8020 2022/08/11 12:03:18 - mmengine - INFO - Epoch(train) [43][780/1879] lr: 2.0000e-03 eta: 3:27:07 time: 0.9415 data_time: 0.0209 memory: 18413 grad_norm: 4.5227 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7755 loss: 0.7755 2022/08/11 12:03:40 - mmengine - INFO - Epoch(train) [43][800/1879] lr: 2.0000e-03 eta: 3:26:50 time: 1.1359 data_time: 0.0166 memory: 18413 grad_norm: 4.4082 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8475 loss: 0.8475 2022/08/11 12:03:58 - mmengine - INFO - Epoch(train) [43][820/1879] lr: 2.0000e-03 eta: 3:26:33 time: 0.8559 data_time: 0.0195 memory: 18413 grad_norm: 4.3651 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.9157 loss: 0.9157 2022/08/11 12:04:15 - mmengine - INFO - Epoch(train) [43][840/1879] lr: 2.0000e-03 eta: 3:26:15 time: 0.8535 data_time: 0.0235 memory: 18413 grad_norm: 4.4436 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9333 loss: 0.9333 2022/08/11 12:04:32 - mmengine - INFO - Epoch(train) [43][860/1879] lr: 2.0000e-03 eta: 3:25:58 time: 0.8511 data_time: 0.0192 memory: 18413 grad_norm: 4.2214 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7846 loss: 0.7846 2022/08/11 12:04:49 - mmengine - INFO - Epoch(train) [43][880/1879] lr: 2.0000e-03 eta: 3:25:40 time: 0.8543 data_time: 0.0182 memory: 18413 grad_norm: 4.5146 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.9047 loss: 0.9047 2022/08/11 12:05:06 - mmengine - INFO - Epoch(train) [43][900/1879] lr: 2.0000e-03 eta: 3:25:23 time: 0.8502 data_time: 0.0198 memory: 18413 grad_norm: 4.2922 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6014 loss: 0.6014 2022/08/11 12:05:24 - mmengine - INFO - Epoch(train) [43][920/1879] lr: 2.0000e-03 eta: 3:25:05 time: 0.9134 data_time: 0.0770 memory: 18413 grad_norm: 4.3743 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7129 loss: 0.7129 2022/08/11 12:05:41 - mmengine - INFO - Epoch(train) [43][940/1879] lr: 2.0000e-03 eta: 3:24:48 time: 0.8542 data_time: 0.0188 memory: 18413 grad_norm: 4.2904 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.7107 loss: 0.7107 2022/08/11 12:05:58 - mmengine - INFO - Epoch(train) [43][960/1879] lr: 2.0000e-03 eta: 3:24:30 time: 0.8581 data_time: 0.0189 memory: 18413 grad_norm: 4.4048 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7860 loss: 0.7860 2022/08/11 12:06:15 - mmengine - INFO - Epoch(train) [43][980/1879] lr: 2.0000e-03 eta: 3:24:13 time: 0.8565 data_time: 0.0205 memory: 18413 grad_norm: 4.3342 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7510 loss: 0.7510 2022/08/11 12:06:32 - mmengine - INFO - Epoch(train) [43][1000/1879] lr: 2.0000e-03 eta: 3:23:55 time: 0.8509 data_time: 0.0169 memory: 18413 grad_norm: 4.4263 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.8938 loss: 0.8938 2022/08/11 12:06:50 - mmengine - INFO - Epoch(train) [43][1020/1879] lr: 2.0000e-03 eta: 3:23:38 time: 0.8546 data_time: 0.0208 memory: 18413 grad_norm: 4.3709 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8928 loss: 0.8928 2022/08/11 12:07:07 - mmengine - INFO - Epoch(train) [43][1040/1879] lr: 2.0000e-03 eta: 3:23:20 time: 0.8703 data_time: 0.0163 memory: 18413 grad_norm: 4.2519 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7505 loss: 0.7505 2022/08/11 12:07:26 - mmengine - INFO - Epoch(train) [43][1060/1879] lr: 2.0000e-03 eta: 3:23:03 time: 0.9418 data_time: 0.0183 memory: 18413 grad_norm: 4.4097 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7649 loss: 0.7649 2022/08/11 12:07:43 - mmengine - INFO - Epoch(train) [43][1080/1879] lr: 2.0000e-03 eta: 3:22:46 time: 0.8500 data_time: 0.0181 memory: 18413 grad_norm: 4.2038 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.7863 loss: 0.7863 2022/08/11 12:07:45 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 12:08:00 - mmengine - INFO - Epoch(train) [43][1100/1879] lr: 2.0000e-03 eta: 3:22:28 time: 0.8535 data_time: 0.0214 memory: 18413 grad_norm: 4.3906 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.8587 loss: 0.8587 2022/08/11 12:08:17 - mmengine - INFO - Epoch(train) [43][1120/1879] lr: 2.0000e-03 eta: 3:22:11 time: 0.8493 data_time: 0.0168 memory: 18413 grad_norm: 4.3020 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.7927 loss: 0.7927 2022/08/11 12:08:34 - mmengine - INFO - Epoch(train) [43][1140/1879] lr: 2.0000e-03 eta: 3:21:53 time: 0.8529 data_time: 0.0190 memory: 18413 grad_norm: 4.4780 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 0.7897 loss: 0.7897 2022/08/11 12:08:51 - mmengine - INFO - Epoch(train) [43][1160/1879] lr: 2.0000e-03 eta: 3:21:36 time: 0.8560 data_time: 0.0190 memory: 18413 grad_norm: 4.3850 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.8401 loss: 0.8401 2022/08/11 12:09:08 - mmengine - INFO - Epoch(train) [43][1180/1879] lr: 2.0000e-03 eta: 3:21:18 time: 0.8534 data_time: 0.0182 memory: 18413 grad_norm: 4.3575 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.6112 loss: 0.6112 2022/08/11 12:09:25 - mmengine - INFO - Epoch(train) [43][1200/1879] lr: 2.0000e-03 eta: 3:21:01 time: 0.8524 data_time: 0.0189 memory: 18413 grad_norm: 4.2469 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7414 loss: 0.7414 2022/08/11 12:09:42 - mmengine - INFO - Epoch(train) [43][1220/1879] lr: 2.0000e-03 eta: 3:20:43 time: 0.8523 data_time: 0.0191 memory: 18413 grad_norm: 4.4664 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.8695 loss: 0.8695 2022/08/11 12:09:59 - mmengine - INFO - Epoch(train) [43][1240/1879] lr: 2.0000e-03 eta: 3:20:26 time: 0.8588 data_time: 0.0178 memory: 18413 grad_norm: 4.2970 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.6901 loss: 0.6901 2022/08/11 12:10:17 - mmengine - INFO - Epoch(train) [43][1260/1879] lr: 2.0000e-03 eta: 3:20:08 time: 0.8844 data_time: 0.0197 memory: 18413 grad_norm: 4.4034 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7546 loss: 0.7546 2022/08/11 12:10:34 - mmengine - INFO - Epoch(train) [43][1280/1879] lr: 2.0000e-03 eta: 3:19:51 time: 0.8673 data_time: 0.0238 memory: 18413 grad_norm: 4.4132 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8729 loss: 0.8729 2022/08/11 12:10:52 - mmengine - INFO - Epoch(train) [43][1300/1879] lr: 2.0000e-03 eta: 3:19:33 time: 0.8583 data_time: 0.0192 memory: 18413 grad_norm: 4.3684 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 0.7330 loss: 0.7330 2022/08/11 12:11:10 - mmengine - INFO - Epoch(train) [43][1320/1879] lr: 2.0000e-03 eta: 3:19:16 time: 0.9107 data_time: 0.0205 memory: 18413 grad_norm: 4.3369 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.8452 loss: 0.8452 2022/08/11 12:11:27 - mmengine - INFO - Epoch(train) [43][1340/1879] lr: 2.0000e-03 eta: 3:18:58 time: 0.8578 data_time: 0.0204 memory: 18413 grad_norm: 4.5879 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8406 loss: 0.8406 2022/08/11 12:11:44 - mmengine - INFO - Epoch(train) [43][1360/1879] lr: 2.0000e-03 eta: 3:18:41 time: 0.8638 data_time: 0.0163 memory: 18413 grad_norm: 4.4760 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.6442 loss: 0.6442 2022/08/11 12:12:05 - mmengine - INFO - Epoch(train) [43][1380/1879] lr: 2.0000e-03 eta: 3:18:24 time: 1.0480 data_time: 0.0213 memory: 18413 grad_norm: 4.3494 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 0.9254 loss: 0.9254 2022/08/11 12:12:22 - mmengine - INFO - Epoch(train) [43][1400/1879] lr: 2.0000e-03 eta: 3:18:07 time: 0.8580 data_time: 0.0193 memory: 18413 grad_norm: 4.3112 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 0.7285 loss: 0.7285 2022/08/11 12:12:40 - mmengine - INFO - Epoch(train) [43][1420/1879] lr: 2.0000e-03 eta: 3:17:49 time: 0.8536 data_time: 0.0182 memory: 18413 grad_norm: 4.4571 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 0.9043 loss: 0.9043 2022/08/11 12:12:57 - mmengine - INFO - Epoch(train) [43][1440/1879] lr: 2.0000e-03 eta: 3:17:32 time: 0.8521 data_time: 0.0195 memory: 18413 grad_norm: 4.4287 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7884 loss: 0.7884 2022/08/11 12:13:14 - mmengine - INFO - Epoch(train) [43][1460/1879] lr: 2.0000e-03 eta: 3:17:14 time: 0.8512 data_time: 0.0218 memory: 18413 grad_norm: 4.3917 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8158 loss: 0.8158 2022/08/11 12:13:31 - mmengine - INFO - Epoch(train) [43][1480/1879] lr: 2.0000e-03 eta: 3:16:57 time: 0.8576 data_time: 0.0175 memory: 18413 grad_norm: 4.5149 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8595 loss: 0.8595 2022/08/11 12:13:48 - mmengine - INFO - Epoch(train) [43][1500/1879] lr: 2.0000e-03 eta: 3:16:39 time: 0.8538 data_time: 0.0202 memory: 18413 grad_norm: 4.4407 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8138 loss: 0.8138 2022/08/11 12:14:05 - mmengine - INFO - Epoch(train) [43][1520/1879] lr: 2.0000e-03 eta: 3:16:22 time: 0.8607 data_time: 0.0166 memory: 18413 grad_norm: 4.4405 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9434 loss: 0.9434 2022/08/11 12:14:22 - mmengine - INFO - Epoch(train) [43][1540/1879] lr: 2.0000e-03 eta: 3:16:04 time: 0.8580 data_time: 0.0182 memory: 18413 grad_norm: 4.5426 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7909 loss: 0.7909 2022/08/11 12:14:39 - mmengine - INFO - Epoch(train) [43][1560/1879] lr: 2.0000e-03 eta: 3:15:47 time: 0.8596 data_time: 0.0184 memory: 18413 grad_norm: 4.2606 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7188 loss: 0.7188 2022/08/11 12:14:57 - mmengine - INFO - Epoch(train) [43][1580/1879] lr: 2.0000e-03 eta: 3:15:29 time: 0.8694 data_time: 0.0198 memory: 18413 grad_norm: 4.4549 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.7310 loss: 0.7310 2022/08/11 12:15:14 - mmengine - INFO - Epoch(train) [43][1600/1879] lr: 2.0000e-03 eta: 3:15:12 time: 0.8695 data_time: 0.0205 memory: 18413 grad_norm: 4.3375 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.7790 loss: 0.7790 2022/08/11 12:15:31 - mmengine - INFO - Epoch(train) [43][1620/1879] lr: 2.0000e-03 eta: 3:14:54 time: 0.8598 data_time: 0.0198 memory: 18413 grad_norm: 4.3604 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7318 loss: 0.7318 2022/08/11 12:15:49 - mmengine - INFO - Epoch(train) [43][1640/1879] lr: 2.0000e-03 eta: 3:14:37 time: 0.8572 data_time: 0.0180 memory: 18413 grad_norm: 4.5983 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8369 loss: 0.8369 2022/08/11 12:16:06 - mmengine - INFO - Epoch(train) [43][1660/1879] lr: 2.0000e-03 eta: 3:14:19 time: 0.8739 data_time: 0.0280 memory: 18413 grad_norm: 4.4928 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.7798 loss: 0.7798 2022/08/11 12:16:23 - mmengine - INFO - Epoch(train) [43][1680/1879] lr: 2.0000e-03 eta: 3:14:02 time: 0.8687 data_time: 0.0237 memory: 18413 grad_norm: 4.3298 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7022 loss: 0.7022 2022/08/11 12:16:43 - mmengine - INFO - Epoch(train) [43][1700/1879] lr: 2.0000e-03 eta: 3:13:45 time: 0.9712 data_time: 0.1308 memory: 18413 grad_norm: 4.4818 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7375 loss: 0.7375 2022/08/11 12:17:00 - mmengine - INFO - Epoch(train) [43][1720/1879] lr: 2.0000e-03 eta: 3:13:27 time: 0.8616 data_time: 0.0186 memory: 18413 grad_norm: 4.3208 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7145 loss: 0.7145 2022/08/11 12:17:17 - mmengine - INFO - Epoch(train) [43][1740/1879] lr: 2.0000e-03 eta: 3:13:10 time: 0.8567 data_time: 0.0180 memory: 18413 grad_norm: 4.4246 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 0.7108 loss: 0.7108 2022/08/11 12:17:34 - mmengine - INFO - Epoch(train) [43][1760/1879] lr: 2.0000e-03 eta: 3:12:52 time: 0.8576 data_time: 0.0191 memory: 18413 grad_norm: 4.4231 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.8881 loss: 0.8881 2022/08/11 12:17:52 - mmengine - INFO - Epoch(train) [43][1780/1879] lr: 2.0000e-03 eta: 3:12:35 time: 0.8832 data_time: 0.0261 memory: 18413 grad_norm: 4.4058 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.8332 loss: 0.8332 2022/08/11 12:18:09 - mmengine - INFO - Epoch(train) [43][1800/1879] lr: 2.0000e-03 eta: 3:12:17 time: 0.8537 data_time: 0.0169 memory: 18413 grad_norm: 4.3436 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7679 loss: 0.7679 2022/08/11 12:18:26 - mmengine - INFO - Epoch(train) [43][1820/1879] lr: 2.0000e-03 eta: 3:12:00 time: 0.8586 data_time: 0.0194 memory: 18413 grad_norm: 4.4115 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.7975 loss: 0.7975 2022/08/11 12:18:44 - mmengine - INFO - Epoch(train) [43][1840/1879] lr: 2.0000e-03 eta: 3:11:43 time: 0.8600 data_time: 0.0170 memory: 18413 grad_norm: 4.4469 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 0.7120 loss: 0.7120 2022/08/11 12:19:01 - mmengine - INFO - Epoch(train) [43][1860/1879] lr: 2.0000e-03 eta: 3:11:25 time: 0.8595 data_time: 0.0233 memory: 18413 grad_norm: 4.4504 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7322 loss: 0.7322 2022/08/11 12:19:16 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 12:19:16 - mmengine - INFO - Epoch(train) [43][1879/1879] lr: 2.0000e-03 eta: 3:11:25 time: 0.8227 data_time: 0.0150 memory: 18413 grad_norm: 4.6355 top1_acc: 0.8571 top5_acc: 0.8571 loss_cls: 0.8703 loss: 0.8703 2022/08/11 12:19:28 - mmengine - INFO - Epoch(val) [43][20/155] eta: 0:01:18 time: 0.5819 data_time: 0.3423 memory: 2590 2022/08/11 12:19:43 - mmengine - INFO - Epoch(val) [43][40/155] eta: 0:01:27 time: 0.7636 data_time: 0.5282 memory: 2590 2022/08/11 12:19:55 - mmengine - INFO - Epoch(val) [43][60/155] eta: 0:00:53 time: 0.5681 data_time: 0.3336 memory: 2590 2022/08/11 12:20:12 - mmengine - INFO - Epoch(val) [43][80/155] eta: 0:01:05 time: 0.8682 data_time: 0.6321 memory: 2590 2022/08/11 12:20:30 - mmengine - INFO - Epoch(val) [43][100/155] eta: 0:00:50 time: 0.9159 data_time: 0.6792 memory: 2590 2022/08/11 12:20:49 - mmengine - INFO - Epoch(val) [43][120/155] eta: 0:00:31 time: 0.9124 data_time: 0.6781 memory: 2590 2022/08/11 12:20:57 - mmengine - INFO - Epoch(val) [43][140/155] eta: 0:00:05 time: 0.3909 data_time: 0.1570 memory: 2590 2022/08/11 12:21:14 - mmengine - INFO - Epoch(val) [43][155/155] acc/top1: 0.7210 acc/top5: 0.9032 acc/mean1: 0.7208 2022/08/11 12:21:40 - mmengine - INFO - Epoch(train) [44][20/1879] lr: 2.0000e-03 eta: 3:10:50 time: 1.2679 data_time: 0.2356 memory: 18413 grad_norm: 4.3183 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7979 loss: 0.7979 2022/08/11 12:21:57 - mmengine - INFO - Epoch(train) [44][40/1879] lr: 2.0000e-03 eta: 3:10:32 time: 0.8514 data_time: 0.0158 memory: 18413 grad_norm: 4.4746 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 0.8022 loss: 0.8022 2022/08/11 12:22:14 - mmengine - INFO - Epoch(train) [44][60/1879] lr: 2.0000e-03 eta: 3:10:15 time: 0.8525 data_time: 0.0187 memory: 18413 grad_norm: 4.3611 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7690 loss: 0.7690 2022/08/11 12:22:31 - mmengine - INFO - Epoch(train) [44][80/1879] lr: 2.0000e-03 eta: 3:09:57 time: 0.8544 data_time: 0.0191 memory: 18413 grad_norm: 4.3303 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7527 loss: 0.7527 2022/08/11 12:22:48 - mmengine - INFO - Epoch(train) [44][100/1879] lr: 2.0000e-03 eta: 3:09:40 time: 0.8487 data_time: 0.0182 memory: 18413 grad_norm: 4.2885 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8406 loss: 0.8406 2022/08/11 12:23:05 - mmengine - INFO - Epoch(train) [44][120/1879] lr: 2.0000e-03 eta: 3:09:22 time: 0.8442 data_time: 0.0189 memory: 18413 grad_norm: 4.4250 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8407 loss: 0.8407 2022/08/11 12:23:22 - mmengine - INFO - Epoch(train) [44][140/1879] lr: 2.0000e-03 eta: 3:09:05 time: 0.8614 data_time: 0.0186 memory: 18413 grad_norm: 4.2826 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7952 loss: 0.7952 2022/08/11 12:23:39 - mmengine - INFO - Epoch(train) [44][160/1879] lr: 2.0000e-03 eta: 3:08:47 time: 0.8644 data_time: 0.0233 memory: 18413 grad_norm: 4.3791 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 0.8642 loss: 0.8642 2022/08/11 12:23:56 - mmengine - INFO - Epoch(train) [44][180/1879] lr: 2.0000e-03 eta: 3:08:30 time: 0.8530 data_time: 0.0202 memory: 18413 grad_norm: 4.3721 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.7266 loss: 0.7266 2022/08/11 12:24:15 - mmengine - INFO - Epoch(train) [44][200/1879] lr: 2.0000e-03 eta: 3:08:12 time: 0.9445 data_time: 0.0168 memory: 18413 grad_norm: 4.4432 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7549 loss: 0.7549 2022/08/11 12:24:18 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 12:24:33 - mmengine - INFO - Epoch(train) [44][220/1879] lr: 2.0000e-03 eta: 3:07:55 time: 0.8618 data_time: 0.0195 memory: 18413 grad_norm: 4.4003 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7896 loss: 0.7896 2022/08/11 12:24:50 - mmengine - INFO - Epoch(train) [44][240/1879] lr: 2.0000e-03 eta: 3:07:38 time: 0.8681 data_time: 0.0176 memory: 18413 grad_norm: 4.3329 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.7552 loss: 0.7552 2022/08/11 12:25:07 - mmengine - INFO - Epoch(train) [44][260/1879] lr: 2.0000e-03 eta: 3:07:20 time: 0.8580 data_time: 0.0195 memory: 18413 grad_norm: 4.4401 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7189 loss: 0.7189 2022/08/11 12:25:26 - mmengine - INFO - Epoch(train) [44][280/1879] lr: 2.0000e-03 eta: 3:07:03 time: 0.9387 data_time: 0.0931 memory: 18413 grad_norm: 4.4929 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7489 loss: 0.7489 2022/08/11 12:25:43 - mmengine - INFO - Epoch(train) [44][300/1879] lr: 2.0000e-03 eta: 3:06:45 time: 0.8722 data_time: 0.0216 memory: 18413 grad_norm: 4.4493 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7937 loss: 0.7937 2022/08/11 12:26:01 - mmengine - INFO - Epoch(train) [44][320/1879] lr: 2.0000e-03 eta: 3:06:28 time: 0.8574 data_time: 0.0180 memory: 18413 grad_norm: 4.4157 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7535 loss: 0.7535 2022/08/11 12:26:18 - mmengine - INFO - Epoch(train) [44][340/1879] lr: 2.0000e-03 eta: 3:06:10 time: 0.8553 data_time: 0.0203 memory: 18413 grad_norm: 4.3965 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8821 loss: 0.8821 2022/08/11 12:26:35 - mmengine - INFO - Epoch(train) [44][360/1879] lr: 2.0000e-03 eta: 3:05:53 time: 0.8684 data_time: 0.0175 memory: 18413 grad_norm: 4.2254 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7938 loss: 0.7938 2022/08/11 12:26:52 - mmengine - INFO - Epoch(train) [44][380/1879] lr: 2.0000e-03 eta: 3:05:36 time: 0.8632 data_time: 0.0214 memory: 18413 grad_norm: 4.3724 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.6970 loss: 0.6970 2022/08/11 12:27:09 - mmengine - INFO - Epoch(train) [44][400/1879] lr: 2.0000e-03 eta: 3:05:18 time: 0.8598 data_time: 0.0266 memory: 18413 grad_norm: 4.3658 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.7769 loss: 0.7769 2022/08/11 12:27:27 - mmengine - INFO - Epoch(train) [44][420/1879] lr: 2.0000e-03 eta: 3:05:01 time: 0.8536 data_time: 0.0200 memory: 18413 grad_norm: 4.4485 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8499 loss: 0.8499 2022/08/11 12:27:44 - mmengine - INFO - Epoch(train) [44][440/1879] lr: 2.0000e-03 eta: 3:04:43 time: 0.8480 data_time: 0.0185 memory: 18413 grad_norm: 4.4279 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.8392 loss: 0.8392 2022/08/11 12:28:01 - mmengine - INFO - Epoch(train) [44][460/1879] lr: 2.0000e-03 eta: 3:04:26 time: 0.8636 data_time: 0.0251 memory: 18413 grad_norm: 4.4275 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7807 loss: 0.7807 2022/08/11 12:28:18 - mmengine - INFO - Epoch(train) [44][480/1879] lr: 2.0000e-03 eta: 3:04:08 time: 0.8630 data_time: 0.0188 memory: 18413 grad_norm: 4.3825 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7667 loss: 0.7667 2022/08/11 12:28:35 - mmengine - INFO - Epoch(train) [44][500/1879] lr: 2.0000e-03 eta: 3:03:51 time: 0.8476 data_time: 0.0190 memory: 18413 grad_norm: 4.4407 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7666 loss: 0.7666 2022/08/11 12:28:52 - mmengine - INFO - Epoch(train) [44][520/1879] lr: 2.0000e-03 eta: 3:03:33 time: 0.8527 data_time: 0.0195 memory: 18413 grad_norm: 4.1180 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7246 loss: 0.7246 2022/08/11 12:29:09 - mmengine - INFO - Epoch(train) [44][540/1879] lr: 2.0000e-03 eta: 3:03:16 time: 0.8535 data_time: 0.0186 memory: 18413 grad_norm: 4.3675 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.7663 loss: 0.7663 2022/08/11 12:29:26 - mmengine - INFO - Epoch(train) [44][560/1879] lr: 2.0000e-03 eta: 3:02:58 time: 0.8452 data_time: 0.0184 memory: 18413 grad_norm: 4.4087 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 0.8878 loss: 0.8878 2022/08/11 12:29:43 - mmengine - INFO - Epoch(train) [44][580/1879] lr: 2.0000e-03 eta: 3:02:41 time: 0.8516 data_time: 0.0196 memory: 18413 grad_norm: 4.4639 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7684 loss: 0.7684 2022/08/11 12:30:00 - mmengine - INFO - Epoch(train) [44][600/1879] lr: 2.0000e-03 eta: 3:02:23 time: 0.8504 data_time: 0.0185 memory: 18413 grad_norm: 4.3973 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7598 loss: 0.7598 2022/08/11 12:30:17 - mmengine - INFO - Epoch(train) [44][620/1879] lr: 2.0000e-03 eta: 3:02:06 time: 0.8498 data_time: 0.0183 memory: 18413 grad_norm: 4.2255 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.6930 loss: 0.6930 2022/08/11 12:30:34 - mmengine - INFO - Epoch(train) [44][640/1879] lr: 2.0000e-03 eta: 3:01:48 time: 0.8459 data_time: 0.0174 memory: 18413 grad_norm: 4.4056 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7764 loss: 0.7764 2022/08/11 12:30:51 - mmengine - INFO - Epoch(train) [44][660/1879] lr: 2.0000e-03 eta: 3:01:31 time: 0.8494 data_time: 0.0188 memory: 18413 grad_norm: 4.1597 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.6588 loss: 0.6588 2022/08/11 12:31:08 - mmengine - INFO - Epoch(train) [44][680/1879] lr: 2.0000e-03 eta: 3:01:13 time: 0.8491 data_time: 0.0181 memory: 18413 grad_norm: 4.3573 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8292 loss: 0.8292 2022/08/11 12:31:25 - mmengine - INFO - Epoch(train) [44][700/1879] lr: 2.0000e-03 eta: 3:00:56 time: 0.8475 data_time: 0.0185 memory: 18413 grad_norm: 4.3326 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7314 loss: 0.7314 2022/08/11 12:31:42 - mmengine - INFO - Epoch(train) [44][720/1879] lr: 2.0000e-03 eta: 3:00:38 time: 0.8458 data_time: 0.0182 memory: 18413 grad_norm: 4.3805 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9139 loss: 0.9139 2022/08/11 12:31:59 - mmengine - INFO - Epoch(train) [44][740/1879] lr: 2.0000e-03 eta: 3:00:21 time: 0.8511 data_time: 0.0202 memory: 18413 grad_norm: 4.5179 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8178 loss: 0.8178 2022/08/11 12:32:16 - mmengine - INFO - Epoch(train) [44][760/1879] lr: 2.0000e-03 eta: 3:00:03 time: 0.8535 data_time: 0.0186 memory: 18413 grad_norm: 4.4212 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.8704 loss: 0.8704 2022/08/11 12:32:33 - mmengine - INFO - Epoch(train) [44][780/1879] lr: 2.0000e-03 eta: 2:59:46 time: 0.8615 data_time: 0.0187 memory: 18413 grad_norm: 4.4889 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.6991 loss: 0.6991 2022/08/11 12:32:51 - mmengine - INFO - Epoch(train) [44][800/1879] lr: 2.0000e-03 eta: 2:59:28 time: 0.8690 data_time: 0.0212 memory: 18413 grad_norm: 4.4775 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.7818 loss: 0.7818 2022/08/11 12:33:08 - mmengine - INFO - Epoch(train) [44][820/1879] lr: 2.0000e-03 eta: 2:59:11 time: 0.8565 data_time: 0.0196 memory: 18413 grad_norm: 4.2880 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6685 loss: 0.6685 2022/08/11 12:33:25 - mmengine - INFO - Epoch(train) [44][840/1879] lr: 2.0000e-03 eta: 2:58:53 time: 0.8588 data_time: 0.0197 memory: 18413 grad_norm: 4.3680 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7710 loss: 0.7710 2022/08/11 12:33:42 - mmengine - INFO - Epoch(train) [44][860/1879] lr: 2.0000e-03 eta: 2:58:36 time: 0.8721 data_time: 0.0171 memory: 18413 grad_norm: 4.4055 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7055 loss: 0.7055 2022/08/11 12:34:00 - mmengine - INFO - Epoch(train) [44][880/1879] lr: 2.0000e-03 eta: 2:58:18 time: 0.8551 data_time: 0.0188 memory: 18413 grad_norm: 4.3767 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7879 loss: 0.7879 2022/08/11 12:34:17 - mmengine - INFO - Epoch(train) [44][900/1879] lr: 2.0000e-03 eta: 2:58:01 time: 0.8552 data_time: 0.0186 memory: 18413 grad_norm: 4.5016 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7145 loss: 0.7145 2022/08/11 12:34:34 - mmengine - INFO - Epoch(train) [44][920/1879] lr: 2.0000e-03 eta: 2:57:43 time: 0.8561 data_time: 0.0171 memory: 18413 grad_norm: 4.4156 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8024 loss: 0.8024 2022/08/11 12:34:51 - mmengine - INFO - Epoch(train) [44][940/1879] lr: 2.0000e-03 eta: 2:57:26 time: 0.8563 data_time: 0.0210 memory: 18413 grad_norm: 4.4093 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.8580 loss: 0.8580 2022/08/11 12:35:08 - mmengine - INFO - Epoch(train) [44][960/1879] lr: 2.0000e-03 eta: 2:57:08 time: 0.8603 data_time: 0.0168 memory: 18413 grad_norm: 4.4083 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7771 loss: 0.7771 2022/08/11 12:35:26 - mmengine - INFO - Epoch(train) [44][980/1879] lr: 2.0000e-03 eta: 2:56:51 time: 0.8877 data_time: 0.0427 memory: 18413 grad_norm: 4.3702 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7699 loss: 0.7699 2022/08/11 12:35:43 - mmengine - INFO - Epoch(train) [44][1000/1879] lr: 2.0000e-03 eta: 2:56:34 time: 0.8593 data_time: 0.0217 memory: 18413 grad_norm: 4.5868 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7641 loss: 0.7641 2022/08/11 12:36:00 - mmengine - INFO - Epoch(train) [44][1020/1879] lr: 2.0000e-03 eta: 2:56:16 time: 0.8573 data_time: 0.0206 memory: 18413 grad_norm: 4.4762 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 0.8789 loss: 0.8789 2022/08/11 12:36:18 - mmengine - INFO - Epoch(train) [44][1040/1879] lr: 2.0000e-03 eta: 2:55:59 time: 0.8750 data_time: 0.0173 memory: 18413 grad_norm: 4.5393 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7918 loss: 0.7918 2022/08/11 12:36:35 - mmengine - INFO - Epoch(train) [44][1060/1879] lr: 2.0000e-03 eta: 2:55:41 time: 0.8624 data_time: 0.0192 memory: 18413 grad_norm: 4.4222 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7448 loss: 0.7448 2022/08/11 12:36:53 - mmengine - INFO - Epoch(train) [44][1080/1879] lr: 2.0000e-03 eta: 2:55:24 time: 0.8885 data_time: 0.0187 memory: 18413 grad_norm: 4.5099 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7786 loss: 0.7786 2022/08/11 12:37:11 - mmengine - INFO - Epoch(train) [44][1100/1879] lr: 2.0000e-03 eta: 2:55:06 time: 0.9174 data_time: 0.0606 memory: 18413 grad_norm: 4.1932 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8474 loss: 0.8474 2022/08/11 12:37:30 - mmengine - INFO - Epoch(train) [44][1120/1879] lr: 2.0000e-03 eta: 2:54:49 time: 0.9450 data_time: 0.0196 memory: 18413 grad_norm: 4.3676 top1_acc: 0.6875 top5_acc: 0.6875 loss_cls: 0.8372 loss: 0.8372 2022/08/11 12:37:47 - mmengine - INFO - Epoch(train) [44][1140/1879] lr: 2.0000e-03 eta: 2:54:32 time: 0.8539 data_time: 0.0171 memory: 18413 grad_norm: 4.2857 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7313 loss: 0.7313 2022/08/11 12:38:05 - mmengine - INFO - Epoch(train) [44][1160/1879] lr: 2.0000e-03 eta: 2:54:14 time: 0.8834 data_time: 0.0481 memory: 18413 grad_norm: 4.4296 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7098 loss: 0.7098 2022/08/11 12:38:23 - mmengine - INFO - Epoch(train) [44][1180/1879] lr: 2.0000e-03 eta: 2:53:57 time: 0.9295 data_time: 0.0217 memory: 18413 grad_norm: 4.4928 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6881 loss: 0.6881 2022/08/11 12:38:41 - mmengine - INFO - Epoch(train) [44][1200/1879] lr: 2.0000e-03 eta: 2:53:40 time: 0.8566 data_time: 0.0173 memory: 18413 grad_norm: 4.3715 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7643 loss: 0.7643 2022/08/11 12:38:43 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 12:38:58 - mmengine - INFO - Epoch(train) [44][1220/1879] lr: 2.0000e-03 eta: 2:53:22 time: 0.8616 data_time: 0.0200 memory: 18413 grad_norm: 4.5231 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8745 loss: 0.8745 2022/08/11 12:39:15 - mmengine - INFO - Epoch(train) [44][1240/1879] lr: 2.0000e-03 eta: 2:53:05 time: 0.8639 data_time: 0.0175 memory: 18413 grad_norm: 4.4241 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.6807 loss: 0.6807 2022/08/11 12:39:32 - mmengine - INFO - Epoch(train) [44][1260/1879] lr: 2.0000e-03 eta: 2:52:47 time: 0.8557 data_time: 0.0190 memory: 18413 grad_norm: 4.4834 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 0.8733 loss: 0.8733 2022/08/11 12:39:49 - mmengine - INFO - Epoch(train) [44][1280/1879] lr: 2.0000e-03 eta: 2:52:30 time: 0.8573 data_time: 0.0203 memory: 18413 grad_norm: 4.3782 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 0.7892 loss: 0.7892 2022/08/11 12:40:07 - mmengine - INFO - Epoch(train) [44][1300/1879] lr: 2.0000e-03 eta: 2:52:12 time: 0.8651 data_time: 0.0193 memory: 18413 grad_norm: 4.3992 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8152 loss: 0.8152 2022/08/11 12:40:25 - mmengine - INFO - Epoch(train) [44][1320/1879] lr: 2.0000e-03 eta: 2:51:55 time: 0.9166 data_time: 0.0775 memory: 18413 grad_norm: 4.5299 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 0.8997 loss: 0.8997 2022/08/11 12:40:42 - mmengine - INFO - Epoch(train) [44][1340/1879] lr: 2.0000e-03 eta: 2:51:37 time: 0.8562 data_time: 0.0198 memory: 18413 grad_norm: 4.4835 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.7524 loss: 0.7524 2022/08/11 12:41:00 - mmengine - INFO - Epoch(train) [44][1360/1879] lr: 2.0000e-03 eta: 2:51:20 time: 0.8723 data_time: 0.0183 memory: 18413 grad_norm: 4.6431 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.8883 loss: 0.8883 2022/08/11 12:41:17 - mmengine - INFO - Epoch(train) [44][1380/1879] lr: 2.0000e-03 eta: 2:51:03 time: 0.8575 data_time: 0.0185 memory: 18413 grad_norm: 4.4055 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7071 loss: 0.7071 2022/08/11 12:41:34 - mmengine - INFO - Epoch(train) [44][1400/1879] lr: 2.0000e-03 eta: 2:50:45 time: 0.8551 data_time: 0.0193 memory: 18413 grad_norm: 4.4397 top1_acc: 0.4375 top5_acc: 1.0000 loss_cls: 0.7966 loss: 0.7966 2022/08/11 12:41:51 - mmengine - INFO - Epoch(train) [44][1420/1879] lr: 2.0000e-03 eta: 2:50:28 time: 0.8613 data_time: 0.0198 memory: 18413 grad_norm: 4.3683 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 0.8282 loss: 0.8282 2022/08/11 12:42:08 - mmengine - INFO - Epoch(train) [44][1440/1879] lr: 2.0000e-03 eta: 2:50:10 time: 0.8535 data_time: 0.0188 memory: 18413 grad_norm: 4.5839 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7703 loss: 0.7703 2022/08/11 12:42:25 - mmengine - INFO - Epoch(train) [44][1460/1879] lr: 2.0000e-03 eta: 2:49:53 time: 0.8508 data_time: 0.0174 memory: 18413 grad_norm: 4.4756 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9018 loss: 0.9018 2022/08/11 12:42:43 - mmengine - INFO - Epoch(train) [44][1480/1879] lr: 2.0000e-03 eta: 2:49:35 time: 0.8638 data_time: 0.0246 memory: 18413 grad_norm: 4.2900 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7938 loss: 0.7938 2022/08/11 12:43:00 - mmengine - INFO - Epoch(train) [44][1500/1879] lr: 2.0000e-03 eta: 2:49:18 time: 0.8520 data_time: 0.0186 memory: 18413 grad_norm: 4.3128 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7809 loss: 0.7809 2022/08/11 12:43:17 - mmengine - INFO - Epoch(train) [44][1520/1879] lr: 2.0000e-03 eta: 2:49:00 time: 0.8573 data_time: 0.0197 memory: 18413 grad_norm: 4.2597 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.6979 loss: 0.6979 2022/08/11 12:43:34 - mmengine - INFO - Epoch(train) [44][1540/1879] lr: 2.0000e-03 eta: 2:48:43 time: 0.8541 data_time: 0.0188 memory: 18413 grad_norm: 4.3877 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7633 loss: 0.7633 2022/08/11 12:43:51 - mmengine - INFO - Epoch(train) [44][1560/1879] lr: 2.0000e-03 eta: 2:48:25 time: 0.8523 data_time: 0.0180 memory: 18413 grad_norm: 4.4148 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7669 loss: 0.7669 2022/08/11 12:44:08 - mmengine - INFO - Epoch(train) [44][1580/1879] lr: 2.0000e-03 eta: 2:48:08 time: 0.8544 data_time: 0.0185 memory: 18413 grad_norm: 4.4416 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.7401 loss: 0.7401 2022/08/11 12:44:25 - mmengine - INFO - Epoch(train) [44][1600/1879] lr: 2.0000e-03 eta: 2:47:50 time: 0.8509 data_time: 0.0188 memory: 18413 grad_norm: 4.4190 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7576 loss: 0.7576 2022/08/11 12:44:42 - mmengine - INFO - Epoch(train) [44][1620/1879] lr: 2.0000e-03 eta: 2:47:33 time: 0.8570 data_time: 0.0183 memory: 18413 grad_norm: 4.3250 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.8408 loss: 0.8408 2022/08/11 12:44:59 - mmengine - INFO - Epoch(train) [44][1640/1879] lr: 2.0000e-03 eta: 2:47:15 time: 0.8597 data_time: 0.0183 memory: 18413 grad_norm: 4.5097 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7892 loss: 0.7892 2022/08/11 12:45:17 - mmengine - INFO - Epoch(train) [44][1660/1879] lr: 2.0000e-03 eta: 2:46:58 time: 0.8694 data_time: 0.0187 memory: 18413 grad_norm: 4.4220 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 0.7866 loss: 0.7866 2022/08/11 12:45:34 - mmengine - INFO - Epoch(train) [44][1680/1879] lr: 2.0000e-03 eta: 2:46:40 time: 0.8635 data_time: 0.0190 memory: 18413 grad_norm: 4.5054 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7433 loss: 0.7433 2022/08/11 12:45:51 - mmengine - INFO - Epoch(train) [44][1700/1879] lr: 2.0000e-03 eta: 2:46:23 time: 0.8556 data_time: 0.0212 memory: 18413 grad_norm: 4.4117 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 0.6789 loss: 0.6789 2022/08/11 12:46:08 - mmengine - INFO - Epoch(train) [44][1720/1879] lr: 2.0000e-03 eta: 2:46:05 time: 0.8518 data_time: 0.0171 memory: 18413 grad_norm: 4.5628 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7839 loss: 0.7839 2022/08/11 12:46:25 - mmengine - INFO - Epoch(train) [44][1740/1879] lr: 2.0000e-03 eta: 2:45:48 time: 0.8521 data_time: 0.0188 memory: 18413 grad_norm: 4.4136 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7883 loss: 0.7883 2022/08/11 12:46:42 - mmengine - INFO - Epoch(train) [44][1760/1879] lr: 2.0000e-03 eta: 2:45:30 time: 0.8532 data_time: 0.0180 memory: 18413 grad_norm: 4.3857 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.8324 loss: 0.8324 2022/08/11 12:46:59 - mmengine - INFO - Epoch(train) [44][1780/1879] lr: 2.0000e-03 eta: 2:45:13 time: 0.8578 data_time: 0.0223 memory: 18413 grad_norm: 4.5330 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.8217 loss: 0.8217 2022/08/11 12:47:16 - mmengine - INFO - Epoch(train) [44][1800/1879] lr: 2.0000e-03 eta: 2:44:56 time: 0.8497 data_time: 0.0186 memory: 18413 grad_norm: 4.5386 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.8843 loss: 0.8843 2022/08/11 12:47:34 - mmengine - INFO - Epoch(train) [44][1820/1879] lr: 2.0000e-03 eta: 2:44:38 time: 0.8584 data_time: 0.0206 memory: 18413 grad_norm: 4.3039 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7991 loss: 0.7991 2022/08/11 12:47:51 - mmengine - INFO - Epoch(train) [44][1840/1879] lr: 2.0000e-03 eta: 2:44:21 time: 0.8561 data_time: 0.0184 memory: 18413 grad_norm: 4.4189 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.6433 loss: 0.6433 2022/08/11 12:48:08 - mmengine - INFO - Epoch(train) [44][1860/1879] lr: 2.0000e-03 eta: 2:44:03 time: 0.8556 data_time: 0.0197 memory: 18413 grad_norm: 4.5311 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7023 loss: 0.7023 2022/08/11 12:48:24 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 12:48:24 - mmengine - INFO - Epoch(train) [44][1879/1879] lr: 2.0000e-03 eta: 2:44:03 time: 0.8214 data_time: 0.0158 memory: 18413 grad_norm: 4.5527 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6530 loss: 0.6530 2022/08/11 12:48:37 - mmengine - INFO - Epoch(val) [44][20/155] eta: 0:01:31 time: 0.6807 data_time: 0.4411 memory: 2590 2022/08/11 12:48:45 - mmengine - INFO - Epoch(val) [44][40/155] eta: 0:00:45 time: 0.3929 data_time: 0.1544 memory: 2590 2022/08/11 12:48:55 - mmengine - INFO - Epoch(val) [44][60/155] eta: 0:00:45 time: 0.4822 data_time: 0.2451 memory: 2590 2022/08/11 12:49:02 - mmengine - INFO - Epoch(val) [44][80/155] eta: 0:00:27 time: 0.3667 data_time: 0.1295 memory: 2590 2022/08/11 12:49:11 - mmengine - INFO - Epoch(val) [44][100/155] eta: 0:00:23 time: 0.4328 data_time: 0.1971 memory: 2590 2022/08/11 12:49:21 - mmengine - INFO - Epoch(val) [44][120/155] eta: 0:00:17 time: 0.4896 data_time: 0.2523 memory: 2590 2022/08/11 12:49:31 - mmengine - INFO - Epoch(val) [44][140/155] eta: 0:00:08 time: 0.5395 data_time: 0.2994 memory: 2590 2022/08/11 12:50:12 - mmengine - INFO - Epoch(val) [44][155/155] acc/top1: 0.7199 acc/top5: 0.9017 acc/mean1: 0.7198 2022/08/11 12:50:35 - mmengine - INFO - Epoch(train) [45][20/1879] lr: 2.0000e-03 eta: 2:43:28 time: 1.1245 data_time: 0.2627 memory: 18413 grad_norm: 4.3263 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7343 loss: 0.7343 2022/08/11 12:50:52 - mmengine - INFO - Epoch(train) [45][40/1879] lr: 2.0000e-03 eta: 2:43:10 time: 0.8510 data_time: 0.0194 memory: 18413 grad_norm: 4.4009 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7291 loss: 0.7291 2022/08/11 12:51:09 - mmengine - INFO - Epoch(train) [45][60/1879] lr: 2.0000e-03 eta: 2:42:53 time: 0.8492 data_time: 0.0159 memory: 18413 grad_norm: 4.3789 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7832 loss: 0.7832 2022/08/11 12:51:26 - mmengine - INFO - Epoch(train) [45][80/1879] lr: 2.0000e-03 eta: 2:42:35 time: 0.8427 data_time: 0.0177 memory: 18413 grad_norm: 4.3830 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8053 loss: 0.8053 2022/08/11 12:51:43 - mmengine - INFO - Epoch(train) [45][100/1879] lr: 2.0000e-03 eta: 2:42:18 time: 0.8571 data_time: 0.0281 memory: 18413 grad_norm: 4.3503 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6872 loss: 0.6872 2022/08/11 12:52:00 - mmengine - INFO - Epoch(train) [45][120/1879] lr: 2.0000e-03 eta: 2:42:00 time: 0.8511 data_time: 0.0184 memory: 18413 grad_norm: 4.4812 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8394 loss: 0.8394 2022/08/11 12:52:17 - mmengine - INFO - Epoch(train) [45][140/1879] lr: 2.0000e-03 eta: 2:41:43 time: 0.8469 data_time: 0.0184 memory: 18413 grad_norm: 4.5252 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.8100 loss: 0.8100 2022/08/11 12:52:34 - mmengine - INFO - Epoch(train) [45][160/1879] lr: 2.0000e-03 eta: 2:41:25 time: 0.8558 data_time: 0.0194 memory: 18413 grad_norm: 4.4307 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.8353 loss: 0.8353 2022/08/11 12:52:51 - mmengine - INFO - Epoch(train) [45][180/1879] lr: 2.0000e-03 eta: 2:41:08 time: 0.8447 data_time: 0.0182 memory: 18413 grad_norm: 4.3408 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7822 loss: 0.7822 2022/08/11 12:53:08 - mmengine - INFO - Epoch(train) [45][200/1879] lr: 2.0000e-03 eta: 2:40:50 time: 0.8489 data_time: 0.0184 memory: 18413 grad_norm: 4.3873 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7587 loss: 0.7587 2022/08/11 12:53:25 - mmengine - INFO - Epoch(train) [45][220/1879] lr: 2.0000e-03 eta: 2:40:33 time: 0.8605 data_time: 0.0250 memory: 18413 grad_norm: 4.4193 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7260 loss: 0.7260 2022/08/11 12:53:42 - mmengine - INFO - Epoch(train) [45][240/1879] lr: 2.0000e-03 eta: 2:40:15 time: 0.8586 data_time: 0.0189 memory: 18413 grad_norm: 4.3683 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8807 loss: 0.8807 2022/08/11 12:54:00 - mmengine - INFO - Epoch(train) [45][260/1879] lr: 2.0000e-03 eta: 2:39:58 time: 0.8584 data_time: 0.0208 memory: 18413 grad_norm: 4.5294 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7790 loss: 0.7790 2022/08/11 12:54:17 - mmengine - INFO - Epoch(train) [45][280/1879] lr: 2.0000e-03 eta: 2:39:40 time: 0.8607 data_time: 0.0173 memory: 18413 grad_norm: 4.4620 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 0.6999 loss: 0.6999 2022/08/11 12:54:34 - mmengine - INFO - Epoch(train) [45][300/1879] lr: 2.0000e-03 eta: 2:39:23 time: 0.8552 data_time: 0.0191 memory: 18413 grad_norm: 4.3754 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7327 loss: 0.7327 2022/08/11 12:54:51 - mmengine - INFO - Epoch(train) [45][320/1879] lr: 2.0000e-03 eta: 2:39:05 time: 0.8569 data_time: 0.0191 memory: 18413 grad_norm: 4.5478 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.9364 loss: 0.9364 2022/08/11 12:54:55 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 12:55:08 - mmengine - INFO - Epoch(train) [45][340/1879] lr: 2.0000e-03 eta: 2:38:48 time: 0.8565 data_time: 0.0197 memory: 18413 grad_norm: 4.3974 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.8395 loss: 0.8395 2022/08/11 12:55:26 - mmengine - INFO - Epoch(train) [45][360/1879] lr: 2.0000e-03 eta: 2:38:30 time: 0.8665 data_time: 0.0291 memory: 18413 grad_norm: 4.3722 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.6636 loss: 0.6636 2022/08/11 12:55:43 - mmengine - INFO - Epoch(train) [45][380/1879] lr: 2.0000e-03 eta: 2:38:13 time: 0.8711 data_time: 0.0214 memory: 18413 grad_norm: 4.3547 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7340 loss: 0.7340 2022/08/11 12:56:00 - mmengine - INFO - Epoch(train) [45][400/1879] lr: 2.0000e-03 eta: 2:37:56 time: 0.8531 data_time: 0.0167 memory: 18413 grad_norm: 4.2810 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7391 loss: 0.7391 2022/08/11 12:56:17 - mmengine - INFO - Epoch(train) [45][420/1879] lr: 2.0000e-03 eta: 2:37:38 time: 0.8491 data_time: 0.0194 memory: 18413 grad_norm: 4.3477 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7855 loss: 0.7855 2022/08/11 12:56:34 - mmengine - INFO - Epoch(train) [45][440/1879] lr: 2.0000e-03 eta: 2:37:21 time: 0.8617 data_time: 0.0193 memory: 18413 grad_norm: 4.5519 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 0.7595 loss: 0.7595 2022/08/11 12:56:52 - mmengine - INFO - Epoch(train) [45][460/1879] lr: 2.0000e-03 eta: 2:37:03 time: 0.8627 data_time: 0.0198 memory: 18413 grad_norm: 4.3736 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.6229 loss: 0.6229 2022/08/11 12:57:09 - mmengine - INFO - Epoch(train) [45][480/1879] lr: 2.0000e-03 eta: 2:36:46 time: 0.8631 data_time: 0.0190 memory: 18413 grad_norm: 4.3575 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.6861 loss: 0.6861 2022/08/11 12:57:26 - mmengine - INFO - Epoch(train) [45][500/1879] lr: 2.0000e-03 eta: 2:36:28 time: 0.8558 data_time: 0.0192 memory: 18413 grad_norm: 4.2363 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 0.7625 loss: 0.7625 2022/08/11 12:57:43 - mmengine - INFO - Epoch(train) [45][520/1879] lr: 2.0000e-03 eta: 2:36:11 time: 0.8703 data_time: 0.0270 memory: 18413 grad_norm: 4.5020 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7003 loss: 0.7003 2022/08/11 12:58:01 - mmengine - INFO - Epoch(train) [45][540/1879] lr: 2.0000e-03 eta: 2:35:53 time: 0.8742 data_time: 0.0212 memory: 18413 grad_norm: 4.3939 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8159 loss: 0.8159 2022/08/11 12:58:18 - mmengine - INFO - Epoch(train) [45][560/1879] lr: 2.0000e-03 eta: 2:35:36 time: 0.8604 data_time: 0.0222 memory: 18413 grad_norm: 4.2318 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.7811 loss: 0.7811 2022/08/11 12:58:35 - mmengine - INFO - Epoch(train) [45][580/1879] lr: 2.0000e-03 eta: 2:35:18 time: 0.8529 data_time: 0.0163 memory: 18413 grad_norm: 4.4999 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7307 loss: 0.7307 2022/08/11 12:58:52 - mmengine - INFO - Epoch(train) [45][600/1879] lr: 2.0000e-03 eta: 2:35:01 time: 0.8514 data_time: 0.0191 memory: 18413 grad_norm: 4.5656 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7780 loss: 0.7780 2022/08/11 12:59:09 - mmengine - INFO - Epoch(train) [45][620/1879] lr: 2.0000e-03 eta: 2:34:43 time: 0.8502 data_time: 0.0172 memory: 18413 grad_norm: 4.5811 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7179 loss: 0.7179 2022/08/11 12:59:26 - mmengine - INFO - Epoch(train) [45][640/1879] lr: 2.0000e-03 eta: 2:34:26 time: 0.8565 data_time: 0.0181 memory: 18413 grad_norm: 4.3458 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8773 loss: 0.8773 2022/08/11 12:59:43 - mmengine - INFO - Epoch(train) [45][660/1879] lr: 2.0000e-03 eta: 2:34:09 time: 0.8580 data_time: 0.0185 memory: 18413 grad_norm: 4.3377 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 0.8120 loss: 0.8120 2022/08/11 13:00:00 - mmengine - INFO - Epoch(train) [45][680/1879] lr: 2.0000e-03 eta: 2:33:51 time: 0.8493 data_time: 0.0183 memory: 18413 grad_norm: 4.4358 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8033 loss: 0.8033 2022/08/11 13:00:18 - mmengine - INFO - Epoch(train) [45][700/1879] lr: 2.0000e-03 eta: 2:33:34 time: 0.8632 data_time: 0.0195 memory: 18413 grad_norm: 4.3644 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7873 loss: 0.7873 2022/08/11 13:00:35 - mmengine - INFO - Epoch(train) [45][720/1879] lr: 2.0000e-03 eta: 2:33:16 time: 0.8502 data_time: 0.0187 memory: 18413 grad_norm: 4.3352 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6901 loss: 0.6901 2022/08/11 13:00:52 - mmengine - INFO - Epoch(train) [45][740/1879] lr: 2.0000e-03 eta: 2:32:59 time: 0.8451 data_time: 0.0166 memory: 18413 grad_norm: 4.5362 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.6787 loss: 0.6787 2022/08/11 13:01:09 - mmengine - INFO - Epoch(train) [45][760/1879] lr: 2.0000e-03 eta: 2:32:41 time: 0.8557 data_time: 0.0211 memory: 18413 grad_norm: 4.3615 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 0.7695 loss: 0.7695 2022/08/11 13:01:26 - mmengine - INFO - Epoch(train) [45][780/1879] lr: 2.0000e-03 eta: 2:32:24 time: 0.8586 data_time: 0.0178 memory: 18413 grad_norm: 4.3943 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7937 loss: 0.7937 2022/08/11 13:01:43 - mmengine - INFO - Epoch(train) [45][800/1879] lr: 2.0000e-03 eta: 2:32:06 time: 0.8614 data_time: 0.0202 memory: 18413 grad_norm: 4.4519 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7767 loss: 0.7767 2022/08/11 13:02:00 - mmengine - INFO - Epoch(train) [45][820/1879] lr: 2.0000e-03 eta: 2:31:49 time: 0.8528 data_time: 0.0194 memory: 18413 grad_norm: 4.5551 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8373 loss: 0.8373 2022/08/11 13:02:17 - mmengine - INFO - Epoch(train) [45][840/1879] lr: 2.0000e-03 eta: 2:31:31 time: 0.8556 data_time: 0.0182 memory: 18413 grad_norm: 4.6102 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.8086 loss: 0.8086 2022/08/11 13:02:35 - mmengine - INFO - Epoch(train) [45][860/1879] lr: 2.0000e-03 eta: 2:31:14 time: 0.8495 data_time: 0.0176 memory: 18413 grad_norm: 4.6583 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7977 loss: 0.7977 2022/08/11 13:02:52 - mmengine - INFO - Epoch(train) [45][880/1879] lr: 2.0000e-03 eta: 2:30:56 time: 0.8561 data_time: 0.0239 memory: 18413 grad_norm: 4.5012 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 0.8745 loss: 0.8745 2022/08/11 13:03:09 - mmengine - INFO - Epoch(train) [45][900/1879] lr: 2.0000e-03 eta: 2:30:39 time: 0.8515 data_time: 0.0188 memory: 18413 grad_norm: 4.3910 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7622 loss: 0.7622 2022/08/11 13:03:26 - mmengine - INFO - Epoch(train) [45][920/1879] lr: 2.0000e-03 eta: 2:30:21 time: 0.8624 data_time: 0.0184 memory: 18413 grad_norm: 4.5386 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7979 loss: 0.7979 2022/08/11 13:03:43 - mmengine - INFO - Epoch(train) [45][940/1879] lr: 2.0000e-03 eta: 2:30:04 time: 0.8516 data_time: 0.0186 memory: 18413 grad_norm: 4.4714 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7992 loss: 0.7992 2022/08/11 13:04:00 - mmengine - INFO - Epoch(train) [45][960/1879] lr: 2.0000e-03 eta: 2:29:47 time: 0.8536 data_time: 0.0186 memory: 18413 grad_norm: 4.6005 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.9078 loss: 0.9078 2022/08/11 13:04:17 - mmengine - INFO - Epoch(train) [45][980/1879] lr: 2.0000e-03 eta: 2:29:29 time: 0.8532 data_time: 0.0184 memory: 18413 grad_norm: 4.4635 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 0.8407 loss: 0.8407 2022/08/11 13:04:34 - mmengine - INFO - Epoch(train) [45][1000/1879] lr: 2.0000e-03 eta: 2:29:12 time: 0.8480 data_time: 0.0184 memory: 18413 grad_norm: 4.4519 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7749 loss: 0.7749 2022/08/11 13:04:51 - mmengine - INFO - Epoch(train) [45][1020/1879] lr: 2.0000e-03 eta: 2:28:54 time: 0.8514 data_time: 0.0203 memory: 18413 grad_norm: 4.3522 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.5895 loss: 0.5895 2022/08/11 13:05:08 - mmengine - INFO - Epoch(train) [45][1040/1879] lr: 2.0000e-03 eta: 2:28:37 time: 0.8580 data_time: 0.0177 memory: 18413 grad_norm: 4.3828 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.6798 loss: 0.6798 2022/08/11 13:05:26 - mmengine - INFO - Epoch(train) [45][1060/1879] lr: 2.0000e-03 eta: 2:28:19 time: 0.8684 data_time: 0.0338 memory: 18413 grad_norm: 4.4931 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8708 loss: 0.8708 2022/08/11 13:05:43 - mmengine - INFO - Epoch(train) [45][1080/1879] lr: 2.0000e-03 eta: 2:28:02 time: 0.8532 data_time: 0.0199 memory: 18413 grad_norm: 4.4127 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.8233 loss: 0.8233 2022/08/11 13:06:00 - mmengine - INFO - Epoch(train) [45][1100/1879] lr: 2.0000e-03 eta: 2:27:44 time: 0.8567 data_time: 0.0187 memory: 18413 grad_norm: 4.4837 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8635 loss: 0.8635 2022/08/11 13:06:17 - mmengine - INFO - Epoch(train) [45][1120/1879] lr: 2.0000e-03 eta: 2:27:27 time: 0.8504 data_time: 0.0185 memory: 18413 grad_norm: 4.6090 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7991 loss: 0.7991 2022/08/11 13:06:36 - mmengine - INFO - Epoch(train) [45][1140/1879] lr: 2.0000e-03 eta: 2:27:10 time: 0.9436 data_time: 0.0200 memory: 18413 grad_norm: 4.3489 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6832 loss: 0.6832 2022/08/11 13:06:53 - mmengine - INFO - Epoch(train) [45][1160/1879] lr: 2.0000e-03 eta: 2:26:52 time: 0.8478 data_time: 0.0186 memory: 18413 grad_norm: 4.3918 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6347 loss: 0.6347 2022/08/11 13:07:10 - mmengine - INFO - Epoch(train) [45][1180/1879] lr: 2.0000e-03 eta: 2:26:35 time: 0.8565 data_time: 0.0269 memory: 18413 grad_norm: 4.5677 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.6969 loss: 0.6969 2022/08/11 13:07:27 - mmengine - INFO - Epoch(train) [45][1200/1879] lr: 2.0000e-03 eta: 2:26:17 time: 0.8498 data_time: 0.0188 memory: 18413 grad_norm: 4.5030 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6815 loss: 0.6815 2022/08/11 13:07:44 - mmengine - INFO - Epoch(train) [45][1220/1879] lr: 2.0000e-03 eta: 2:26:00 time: 0.8511 data_time: 0.0187 memory: 18413 grad_norm: 4.6706 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8034 loss: 0.8034 2022/08/11 13:08:01 - mmengine - INFO - Epoch(train) [45][1240/1879] lr: 2.0000e-03 eta: 2:25:42 time: 0.8686 data_time: 0.0187 memory: 18413 grad_norm: 4.5810 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8609 loss: 0.8609 2022/08/11 13:08:18 - mmengine - INFO - Epoch(train) [45][1260/1879] lr: 2.0000e-03 eta: 2:25:25 time: 0.8566 data_time: 0.0215 memory: 18413 grad_norm: 4.5873 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9429 loss: 0.9429 2022/08/11 13:08:35 - mmengine - INFO - Epoch(train) [45][1280/1879] lr: 2.0000e-03 eta: 2:25:07 time: 0.8510 data_time: 0.0183 memory: 18413 grad_norm: 4.5859 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.8952 loss: 0.8952 2022/08/11 13:08:52 - mmengine - INFO - Epoch(train) [45][1300/1879] lr: 2.0000e-03 eta: 2:24:50 time: 0.8495 data_time: 0.0175 memory: 18413 grad_norm: 4.5089 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.7118 loss: 0.7118 2022/08/11 13:09:09 - mmengine - INFO - Epoch(train) [45][1320/1879] lr: 2.0000e-03 eta: 2:24:32 time: 0.8516 data_time: 0.0188 memory: 18413 grad_norm: 4.4441 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.8153 loss: 0.8153 2022/08/11 13:09:13 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 13:09:27 - mmengine - INFO - Epoch(train) [45][1340/1879] lr: 2.0000e-03 eta: 2:24:15 time: 0.8544 data_time: 0.0246 memory: 18413 grad_norm: 4.4798 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7232 loss: 0.7232 2022/08/11 13:09:44 - mmengine - INFO - Epoch(train) [45][1360/1879] lr: 2.0000e-03 eta: 2:23:57 time: 0.8524 data_time: 0.0206 memory: 18413 grad_norm: 4.4817 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7581 loss: 0.7581 2022/08/11 13:10:01 - mmengine - INFO - Epoch(train) [45][1380/1879] lr: 2.0000e-03 eta: 2:23:40 time: 0.8501 data_time: 0.0162 memory: 18413 grad_norm: 4.4107 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.8644 loss: 0.8644 2022/08/11 13:10:18 - mmengine - INFO - Epoch(train) [45][1400/1879] lr: 2.0000e-03 eta: 2:23:22 time: 0.8667 data_time: 0.0193 memory: 18413 grad_norm: 4.7027 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8676 loss: 0.8676 2022/08/11 13:10:35 - mmengine - INFO - Epoch(train) [45][1420/1879] lr: 2.0000e-03 eta: 2:23:05 time: 0.8491 data_time: 0.0173 memory: 18413 grad_norm: 4.4321 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6672 loss: 0.6672 2022/08/11 13:10:53 - mmengine - INFO - Epoch(train) [45][1440/1879] lr: 2.0000e-03 eta: 2:22:48 time: 0.9259 data_time: 0.0984 memory: 18413 grad_norm: 4.4151 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8435 loss: 0.8435 2022/08/11 13:11:10 - mmengine - INFO - Epoch(train) [45][1460/1879] lr: 2.0000e-03 eta: 2:22:30 time: 0.8452 data_time: 0.0182 memory: 18413 grad_norm: 4.6105 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8101 loss: 0.8101 2022/08/11 13:11:27 - mmengine - INFO - Epoch(train) [45][1480/1879] lr: 2.0000e-03 eta: 2:22:13 time: 0.8518 data_time: 0.0181 memory: 18413 grad_norm: 4.5570 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7400 loss: 0.7400 2022/08/11 13:11:44 - mmengine - INFO - Epoch(train) [45][1500/1879] lr: 2.0000e-03 eta: 2:21:55 time: 0.8548 data_time: 0.0256 memory: 18413 grad_norm: 4.3941 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7134 loss: 0.7134 2022/08/11 13:12:02 - mmengine - INFO - Epoch(train) [45][1520/1879] lr: 2.0000e-03 eta: 2:21:38 time: 0.8525 data_time: 0.0177 memory: 18413 grad_norm: 4.3589 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.5951 loss: 0.5951 2022/08/11 13:12:19 - mmengine - INFO - Epoch(train) [45][1540/1879] lr: 2.0000e-03 eta: 2:21:20 time: 0.8608 data_time: 0.0199 memory: 18413 grad_norm: 4.6230 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.8476 loss: 0.8476 2022/08/11 13:12:36 - mmengine - INFO - Epoch(train) [45][1560/1879] lr: 2.0000e-03 eta: 2:21:03 time: 0.8667 data_time: 0.0201 memory: 18413 grad_norm: 4.4057 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7309 loss: 0.7309 2022/08/11 13:12:55 - mmengine - INFO - Epoch(train) [45][1580/1879] lr: 2.0000e-03 eta: 2:20:46 time: 0.9540 data_time: 0.1118 memory: 18413 grad_norm: 4.4649 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.6748 loss: 0.6748 2022/08/11 13:13:12 - mmengine - INFO - Epoch(train) [45][1600/1879] lr: 2.0000e-03 eta: 2:20:28 time: 0.8576 data_time: 0.0161 memory: 18413 grad_norm: 4.5633 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 0.9166 loss: 0.9166 2022/08/11 13:13:30 - mmengine - INFO - Epoch(train) [45][1620/1879] lr: 2.0000e-03 eta: 2:20:11 time: 0.8601 data_time: 0.0254 memory: 18413 grad_norm: 4.4057 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7072 loss: 0.7072 2022/08/11 13:13:49 - mmengine - INFO - Epoch(train) [45][1640/1879] lr: 2.0000e-03 eta: 2:19:54 time: 0.9562 data_time: 0.0208 memory: 18413 grad_norm: 4.5476 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.9541 loss: 0.9541 2022/08/11 13:14:06 - mmengine - INFO - Epoch(train) [45][1660/1879] lr: 2.0000e-03 eta: 2:19:36 time: 0.8571 data_time: 0.0167 memory: 18413 grad_norm: 4.4644 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.8454 loss: 0.8454 2022/08/11 13:14:23 - mmengine - INFO - Epoch(train) [45][1680/1879] lr: 2.0000e-03 eta: 2:19:19 time: 0.8572 data_time: 0.0184 memory: 18413 grad_norm: 4.5148 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7905 loss: 0.7905 2022/08/11 13:14:40 - mmengine - INFO - Epoch(train) [45][1700/1879] lr: 2.0000e-03 eta: 2:19:01 time: 0.8566 data_time: 0.0176 memory: 18413 grad_norm: 4.5256 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7281 loss: 0.7281 2022/08/11 13:14:57 - mmengine - INFO - Epoch(train) [45][1720/1879] lr: 2.0000e-03 eta: 2:18:44 time: 0.8529 data_time: 0.0173 memory: 18413 grad_norm: 4.4746 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7535 loss: 0.7535 2022/08/11 13:15:15 - mmengine - INFO - Epoch(train) [45][1740/1879] lr: 2.0000e-03 eta: 2:18:26 time: 0.8723 data_time: 0.0189 memory: 18413 grad_norm: 4.4769 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.8584 loss: 0.8584 2022/08/11 13:15:35 - mmengine - INFO - Epoch(train) [45][1760/1879] lr: 2.0000e-03 eta: 2:18:09 time: 1.0229 data_time: 0.1879 memory: 18413 grad_norm: 4.5604 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 0.7975 loss: 0.7975 2022/08/11 13:15:54 - mmengine - INFO - Epoch(train) [45][1780/1879] lr: 2.0000e-03 eta: 2:17:52 time: 0.9361 data_time: 0.0201 memory: 18413 grad_norm: 4.5679 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.8297 loss: 0.8297 2022/08/11 13:16:12 - mmengine - INFO - Epoch(train) [45][1800/1879] lr: 2.0000e-03 eta: 2:17:35 time: 0.9181 data_time: 0.0184 memory: 18413 grad_norm: 4.5111 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.8143 loss: 0.8143 2022/08/11 13:16:31 - mmengine - INFO - Epoch(train) [45][1820/1879] lr: 2.0000e-03 eta: 2:17:17 time: 0.9171 data_time: 0.0765 memory: 18413 grad_norm: 4.5682 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8396 loss: 0.8396 2022/08/11 13:16:50 - mmengine - INFO - Epoch(train) [45][1840/1879] lr: 2.0000e-03 eta: 2:17:00 time: 0.9932 data_time: 0.1574 memory: 18413 grad_norm: 4.3458 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7153 loss: 0.7153 2022/08/11 13:17:08 - mmengine - INFO - Epoch(train) [45][1860/1879] lr: 2.0000e-03 eta: 2:16:43 time: 0.8985 data_time: 0.0471 memory: 18413 grad_norm: 4.5211 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8141 loss: 0.8141 2022/08/11 13:17:25 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 13:17:25 - mmengine - INFO - Epoch(train) [45][1879/1879] lr: 2.0000e-03 eta: 2:16:43 time: 0.8655 data_time: 0.0347 memory: 18413 grad_norm: 4.6208 top1_acc: 0.4286 top5_acc: 0.8571 loss_cls: 0.7595 loss: 0.7595 2022/08/11 13:17:25 - mmengine - INFO - Saving checkpoint at 45 epochs 2022/08/11 13:17:38 - mmengine - INFO - Epoch(val) [45][20/155] eta: 0:01:12 time: 0.5351 data_time: 0.2990 memory: 2590 2022/08/11 13:17:56 - mmengine - INFO - Epoch(val) [45][40/155] eta: 0:01:41 time: 0.8807 data_time: 0.6444 memory: 2590 2022/08/11 13:18:07 - mmengine - INFO - Epoch(val) [45][60/155] eta: 0:00:53 time: 0.5679 data_time: 0.3337 memory: 2590 2022/08/11 13:18:19 - mmengine - INFO - Epoch(val) [45][80/155] eta: 0:00:43 time: 0.5809 data_time: 0.3472 memory: 2590 2022/08/11 13:18:30 - mmengine - INFO - Epoch(val) [45][100/155] eta: 0:00:31 time: 0.5687 data_time: 0.3341 memory: 2590 2022/08/11 13:18:43 - mmengine - INFO - Epoch(val) [45][120/155] eta: 0:00:22 time: 0.6338 data_time: 0.3994 memory: 2590 2022/08/11 13:18:53 - mmengine - INFO - Epoch(val) [45][140/155] eta: 0:00:07 time: 0.5081 data_time: 0.2750 memory: 2590 2022/08/11 13:19:42 - mmengine - INFO - Epoch(val) [45][155/155] acc/top1: 0.7205 acc/top5: 0.9019 acc/mean1: 0.7204 2022/08/11 13:20:16 - mmengine - INFO - Epoch(train) [46][20/1879] lr: 2.0000e-04 eta: 2:16:09 time: 1.6976 data_time: 0.1890 memory: 18413 grad_norm: 4.4027 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.7289 loss: 0.7289 2022/08/11 13:20:33 - mmengine - INFO - Epoch(train) [46][40/1879] lr: 2.0000e-04 eta: 2:15:51 time: 0.8630 data_time: 0.0224 memory: 18413 grad_norm: 4.4221 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8302 loss: 0.8302 2022/08/11 13:20:51 - mmengine - INFO - Epoch(train) [46][60/1879] lr: 2.0000e-04 eta: 2:15:34 time: 0.8923 data_time: 0.0182 memory: 18413 grad_norm: 4.3494 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7437 loss: 0.7437 2022/08/11 13:21:09 - mmengine - INFO - Epoch(train) [46][80/1879] lr: 2.0000e-04 eta: 2:15:16 time: 0.8678 data_time: 0.0186 memory: 18413 grad_norm: 4.4458 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7014 loss: 0.7014 2022/08/11 13:21:33 - mmengine - INFO - Epoch(train) [46][100/1879] lr: 2.0000e-04 eta: 2:15:00 time: 1.2011 data_time: 0.0243 memory: 18413 grad_norm: 4.5481 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 0.7111 loss: 0.7111 2022/08/11 13:21:52 - mmengine - INFO - Epoch(train) [46][120/1879] lr: 2.0000e-04 eta: 2:14:43 time: 0.9509 data_time: 0.0205 memory: 18413 grad_norm: 4.4523 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8059 loss: 0.8059 2022/08/11 13:22:09 - mmengine - INFO - Epoch(train) [46][140/1879] lr: 2.0000e-04 eta: 2:14:25 time: 0.8501 data_time: 0.0160 memory: 18413 grad_norm: 4.2497 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6610 loss: 0.6610 2022/08/11 13:22:30 - mmengine - INFO - Epoch(train) [46][160/1879] lr: 2.0000e-04 eta: 2:14:08 time: 1.0697 data_time: 0.0180 memory: 18413 grad_norm: 4.5986 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8093 loss: 0.8093 2022/08/11 13:22:51 - mmengine - INFO - Epoch(train) [46][180/1879] lr: 2.0000e-04 eta: 2:13:51 time: 1.0629 data_time: 0.0200 memory: 18413 grad_norm: 4.5247 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.8418 loss: 0.8418 2022/08/11 13:23:11 - mmengine - INFO - Epoch(train) [46][200/1879] lr: 2.0000e-04 eta: 2:13:34 time: 0.9866 data_time: 0.0170 memory: 18413 grad_norm: 4.3351 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7634 loss: 0.7634 2022/08/11 13:23:32 - mmengine - INFO - Epoch(train) [46][220/1879] lr: 2.0000e-04 eta: 2:13:17 time: 1.0187 data_time: 0.0200 memory: 18413 grad_norm: 4.2831 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6773 loss: 0.6773 2022/08/11 13:23:49 - mmengine - INFO - Epoch(train) [46][240/1879] lr: 2.0000e-04 eta: 2:12:59 time: 0.8715 data_time: 0.0224 memory: 18413 grad_norm: 4.2700 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.7744 loss: 0.7744 2022/08/11 13:24:10 - mmengine - INFO - Epoch(train) [46][260/1879] lr: 2.0000e-04 eta: 2:12:42 time: 1.0403 data_time: 0.0155 memory: 18413 grad_norm: 4.2479 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7707 loss: 0.7707 2022/08/11 13:24:27 - mmengine - INFO - Epoch(train) [46][280/1879] lr: 2.0000e-04 eta: 2:12:25 time: 0.8596 data_time: 0.0177 memory: 18413 grad_norm: 4.3734 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.7630 loss: 0.7630 2022/08/11 13:24:44 - mmengine - INFO - Epoch(train) [46][300/1879] lr: 2.0000e-04 eta: 2:12:07 time: 0.8603 data_time: 0.0173 memory: 18413 grad_norm: 4.3733 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8392 loss: 0.8392 2022/08/11 13:25:05 - mmengine - INFO - Epoch(train) [46][320/1879] lr: 2.0000e-04 eta: 2:11:50 time: 1.0311 data_time: 0.0180 memory: 18413 grad_norm: 4.4256 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 0.7122 loss: 0.7122 2022/08/11 13:25:23 - mmengine - INFO - Epoch(train) [46][340/1879] lr: 2.0000e-04 eta: 2:11:33 time: 0.9056 data_time: 0.0627 memory: 18413 grad_norm: 4.3120 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.7208 loss: 0.7208 2022/08/11 13:25:40 - mmengine - INFO - Epoch(train) [46][360/1879] lr: 2.0000e-04 eta: 2:11:15 time: 0.8573 data_time: 0.0192 memory: 18413 grad_norm: 4.4214 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.7694 loss: 0.7694 2022/08/11 13:25:58 - mmengine - INFO - Epoch(train) [46][380/1879] lr: 2.0000e-04 eta: 2:10:58 time: 0.9070 data_time: 0.0207 memory: 18413 grad_norm: 4.2083 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7476 loss: 0.7476 2022/08/11 13:26:16 - mmengine - INFO - Epoch(train) [46][400/1879] lr: 2.0000e-04 eta: 2:10:41 time: 0.8625 data_time: 0.0196 memory: 18413 grad_norm: 4.5911 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.8383 loss: 0.8383 2022/08/11 13:26:39 - mmengine - INFO - Epoch(train) [46][420/1879] lr: 2.0000e-04 eta: 2:10:24 time: 1.1795 data_time: 0.0186 memory: 18413 grad_norm: 4.2995 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7965 loss: 0.7965 2022/08/11 13:27:10 - mmengine - INFO - Epoch(train) [46][440/1879] lr: 2.0000e-04 eta: 2:10:08 time: 1.5582 data_time: 0.0186 memory: 18413 grad_norm: 4.1758 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6735 loss: 0.6735 2022/08/11 13:27:15 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 13:27:27 - mmengine - INFO - Epoch(train) [46][460/1879] lr: 2.0000e-04 eta: 2:09:50 time: 0.8561 data_time: 0.0181 memory: 18413 grad_norm: 4.3599 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7449 loss: 0.7449 2022/08/11 13:27:46 - mmengine - INFO - Epoch(train) [46][480/1879] lr: 2.0000e-04 eta: 2:09:33 time: 0.9089 data_time: 0.0195 memory: 18413 grad_norm: 4.3951 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 0.7337 loss: 0.7337 2022/08/11 13:28:03 - mmengine - INFO - Epoch(train) [46][500/1879] lr: 2.0000e-04 eta: 2:09:16 time: 0.8727 data_time: 0.0160 memory: 18413 grad_norm: 4.5398 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8296 loss: 0.8296 2022/08/11 13:28:20 - mmengine - INFO - Epoch(train) [46][520/1879] lr: 2.0000e-04 eta: 2:08:58 time: 0.8577 data_time: 0.0168 memory: 18413 grad_norm: 4.4181 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8521 loss: 0.8521 2022/08/11 13:28:37 - mmengine - INFO - Epoch(train) [46][540/1879] lr: 2.0000e-04 eta: 2:08:41 time: 0.8585 data_time: 0.0184 memory: 18413 grad_norm: 4.2043 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.6716 loss: 0.6716 2022/08/11 13:28:55 - mmengine - INFO - Epoch(train) [46][560/1879] lr: 2.0000e-04 eta: 2:08:23 time: 0.8677 data_time: 0.0177 memory: 18413 grad_norm: 4.3153 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.8089 loss: 0.8089 2022/08/11 13:29:12 - mmengine - INFO - Epoch(train) [46][580/1879] lr: 2.0000e-04 eta: 2:08:06 time: 0.8737 data_time: 0.0181 memory: 18413 grad_norm: 4.2556 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 0.6144 loss: 0.6144 2022/08/11 13:29:29 - mmengine - INFO - Epoch(train) [46][600/1879] lr: 2.0000e-04 eta: 2:07:48 time: 0.8560 data_time: 0.0207 memory: 18413 grad_norm: 4.4107 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7909 loss: 0.7909 2022/08/11 13:29:53 - mmengine - INFO - Epoch(train) [46][620/1879] lr: 2.0000e-04 eta: 2:07:31 time: 1.1646 data_time: 0.0152 memory: 18413 grad_norm: 4.5496 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8078 loss: 0.8078 2022/08/11 13:30:12 - mmengine - INFO - Epoch(train) [46][640/1879] lr: 2.0000e-04 eta: 2:07:14 time: 0.9881 data_time: 0.0194 memory: 18413 grad_norm: 4.4411 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.6878 loss: 0.6878 2022/08/11 13:30:30 - mmengine - INFO - Epoch(train) [46][660/1879] lr: 2.0000e-04 eta: 2:06:57 time: 0.8630 data_time: 0.0207 memory: 18413 grad_norm: 4.4651 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.7709 loss: 0.7709 2022/08/11 13:30:50 - mmengine - INFO - Epoch(train) [46][680/1879] lr: 2.0000e-04 eta: 2:06:40 time: 0.9971 data_time: 0.0179 memory: 18413 grad_norm: 4.2912 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7691 loss: 0.7691 2022/08/11 13:31:12 - mmengine - INFO - Epoch(train) [46][700/1879] lr: 2.0000e-04 eta: 2:06:23 time: 1.1215 data_time: 0.0199 memory: 18413 grad_norm: 4.2141 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6329 loss: 0.6329 2022/08/11 13:31:33 - mmengine - INFO - Epoch(train) [46][720/1879] lr: 2.0000e-04 eta: 2:06:06 time: 1.0293 data_time: 0.0179 memory: 18413 grad_norm: 4.3767 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7996 loss: 0.7996 2022/08/11 13:31:52 - mmengine - INFO - Epoch(train) [46][740/1879] lr: 2.0000e-04 eta: 2:05:48 time: 0.9490 data_time: 0.0172 memory: 18413 grad_norm: 4.3470 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6486 loss: 0.6486 2022/08/11 13:32:09 - mmengine - INFO - Epoch(train) [46][760/1879] lr: 2.0000e-04 eta: 2:05:31 time: 0.8518 data_time: 0.0182 memory: 18413 grad_norm: 4.5705 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8043 loss: 0.8043 2022/08/11 13:32:37 - mmengine - INFO - Epoch(train) [46][780/1879] lr: 2.0000e-04 eta: 2:05:14 time: 1.4305 data_time: 0.0190 memory: 18413 grad_norm: 4.3483 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.6301 loss: 0.6301 2022/08/11 13:32:54 - mmengine - INFO - Epoch(train) [46][800/1879] lr: 2.0000e-04 eta: 2:04:57 time: 0.8514 data_time: 0.0184 memory: 18413 grad_norm: 4.4057 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.6709 loss: 0.6709 2022/08/11 13:33:13 - mmengine - INFO - Epoch(train) [46][820/1879] lr: 2.0000e-04 eta: 2:04:40 time: 0.9400 data_time: 0.0162 memory: 18413 grad_norm: 4.3243 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7438 loss: 0.7438 2022/08/11 13:33:40 - mmengine - INFO - Epoch(train) [46][840/1879] lr: 2.0000e-04 eta: 2:04:23 time: 1.3478 data_time: 0.5044 memory: 18413 grad_norm: 4.2174 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6574 loss: 0.6574 2022/08/11 13:33:57 - mmengine - INFO - Epoch(train) [46][860/1879] lr: 2.0000e-04 eta: 2:04:06 time: 0.8547 data_time: 0.0146 memory: 18413 grad_norm: 4.3427 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6500 loss: 0.6500 2022/08/11 13:34:14 - mmengine - INFO - Epoch(train) [46][880/1879] lr: 2.0000e-04 eta: 2:03:48 time: 0.8564 data_time: 0.0181 memory: 18413 grad_norm: 4.3436 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7356 loss: 0.7356 2022/08/11 13:34:31 - mmengine - INFO - Epoch(train) [46][900/1879] lr: 2.0000e-04 eta: 2:03:31 time: 0.8508 data_time: 0.0171 memory: 18413 grad_norm: 4.3674 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7048 loss: 0.7048 2022/08/11 13:34:49 - mmengine - INFO - Epoch(train) [46][920/1879] lr: 2.0000e-04 eta: 2:03:13 time: 0.8567 data_time: 0.0184 memory: 18413 grad_norm: 4.5400 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.8111 loss: 0.8111 2022/08/11 13:35:06 - mmengine - INFO - Epoch(train) [46][940/1879] lr: 2.0000e-04 eta: 2:02:56 time: 0.8611 data_time: 0.0169 memory: 18413 grad_norm: 4.3235 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6347 loss: 0.6347 2022/08/11 13:35:24 - mmengine - INFO - Epoch(train) [46][960/1879] lr: 2.0000e-04 eta: 2:02:38 time: 0.9129 data_time: 0.0697 memory: 18413 grad_norm: 4.3807 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7345 loss: 0.7345 2022/08/11 13:35:43 - mmengine - INFO - Epoch(train) [46][980/1879] lr: 2.0000e-04 eta: 2:02:21 time: 0.9672 data_time: 0.0166 memory: 18413 grad_norm: 4.2896 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7088 loss: 0.7088 2022/08/11 13:36:02 - mmengine - INFO - Epoch(train) [46][1000/1879] lr: 2.0000e-04 eta: 2:02:04 time: 0.9256 data_time: 0.0183 memory: 18413 grad_norm: 4.3070 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.7476 loss: 0.7476 2022/08/11 13:36:19 - mmengine - INFO - Epoch(train) [46][1020/1879] lr: 2.0000e-04 eta: 2:01:46 time: 0.8584 data_time: 0.0192 memory: 18413 grad_norm: 4.3699 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.6281 loss: 0.6281 2022/08/11 13:36:40 - mmengine - INFO - Epoch(train) [46][1040/1879] lr: 2.0000e-04 eta: 2:01:29 time: 1.0420 data_time: 0.0264 memory: 18413 grad_norm: 4.2966 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7387 loss: 0.7387 2022/08/11 13:36:57 - mmengine - INFO - Epoch(train) [46][1060/1879] lr: 2.0000e-04 eta: 2:01:12 time: 0.8533 data_time: 0.0182 memory: 18413 grad_norm: 4.3905 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.6751 loss: 0.6751 2022/08/11 13:37:17 - mmengine - INFO - Epoch(train) [46][1080/1879] lr: 2.0000e-04 eta: 2:00:54 time: 0.9852 data_time: 0.0191 memory: 18413 grad_norm: 4.4172 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7703 loss: 0.7703 2022/08/11 13:37:35 - mmengine - INFO - Epoch(train) [46][1100/1879] lr: 2.0000e-04 eta: 2:00:37 time: 0.9314 data_time: 0.0177 memory: 18413 grad_norm: 4.3172 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.6401 loss: 0.6401 2022/08/11 13:37:54 - mmengine - INFO - Epoch(train) [46][1120/1879] lr: 2.0000e-04 eta: 2:00:20 time: 0.9381 data_time: 0.0259 memory: 18413 grad_norm: 4.3920 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.6302 loss: 0.6302 2022/08/11 13:38:13 - mmengine - INFO - Epoch(train) [46][1140/1879] lr: 2.0000e-04 eta: 2:00:03 time: 0.9635 data_time: 0.0179 memory: 18413 grad_norm: 4.5167 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7208 loss: 0.7208 2022/08/11 13:38:30 - mmengine - INFO - Epoch(train) [46][1160/1879] lr: 2.0000e-04 eta: 1:59:45 time: 0.8530 data_time: 0.0200 memory: 18413 grad_norm: 4.4431 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7397 loss: 0.7397 2022/08/11 13:38:48 - mmengine - INFO - Epoch(train) [46][1180/1879] lr: 2.0000e-04 eta: 1:59:28 time: 0.8523 data_time: 0.0183 memory: 18413 grad_norm: 4.3712 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 0.7208 loss: 0.7208 2022/08/11 13:39:05 - mmengine - INFO - Epoch(train) [46][1200/1879] lr: 2.0000e-04 eta: 1:59:10 time: 0.8508 data_time: 0.0181 memory: 18413 grad_norm: 4.4381 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6821 loss: 0.6821 2022/08/11 13:39:22 - mmengine - INFO - Epoch(train) [46][1220/1879] lr: 2.0000e-04 eta: 1:58:53 time: 0.8520 data_time: 0.0194 memory: 18413 grad_norm: 4.3557 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.6630 loss: 0.6630 2022/08/11 13:39:39 - mmengine - INFO - Epoch(train) [46][1240/1879] lr: 2.0000e-04 eta: 1:58:35 time: 0.8514 data_time: 0.0187 memory: 18413 grad_norm: 4.3929 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7471 loss: 0.7471 2022/08/11 13:39:56 - mmengine - INFO - Epoch(train) [46][1260/1879] lr: 2.0000e-04 eta: 1:58:18 time: 0.8541 data_time: 0.0181 memory: 18413 grad_norm: 4.3782 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7433 loss: 0.7433 2022/08/11 13:40:13 - mmengine - INFO - Epoch(train) [46][1280/1879] lr: 2.0000e-04 eta: 1:58:00 time: 0.8752 data_time: 0.0378 memory: 18413 grad_norm: 4.3897 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.6633 loss: 0.6633 2022/08/11 13:40:31 - mmengine - INFO - Epoch(train) [46][1300/1879] lr: 2.0000e-04 eta: 1:57:43 time: 0.8943 data_time: 0.0210 memory: 18413 grad_norm: 4.5324 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6994 loss: 0.6994 2022/08/11 13:40:48 - mmengine - INFO - Epoch(train) [46][1320/1879] lr: 2.0000e-04 eta: 1:57:25 time: 0.8620 data_time: 0.0186 memory: 18413 grad_norm: 4.2806 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.8377 loss: 0.8377 2022/08/11 13:41:06 - mmengine - INFO - Epoch(train) [46][1340/1879] lr: 2.0000e-04 eta: 1:57:08 time: 0.8623 data_time: 0.0153 memory: 18413 grad_norm: 4.5180 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6713 loss: 0.6713 2022/08/11 13:41:23 - mmengine - INFO - Epoch(train) [46][1360/1879] lr: 2.0000e-04 eta: 1:56:50 time: 0.8533 data_time: 0.0179 memory: 18413 grad_norm: 4.4729 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7661 loss: 0.7661 2022/08/11 13:41:40 - mmengine - INFO - Epoch(train) [46][1380/1879] lr: 2.0000e-04 eta: 1:56:33 time: 0.8479 data_time: 0.0177 memory: 18413 grad_norm: 4.3365 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.7664 loss: 0.7664 2022/08/11 13:41:57 - mmengine - INFO - Epoch(train) [46][1400/1879] lr: 2.0000e-04 eta: 1:56:15 time: 0.8444 data_time: 0.0176 memory: 18413 grad_norm: 4.2619 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 0.7540 loss: 0.7540 2022/08/11 13:42:14 - mmengine - INFO - Epoch(train) [46][1420/1879] lr: 2.0000e-04 eta: 1:55:58 time: 0.8473 data_time: 0.0180 memory: 18413 grad_norm: 4.3507 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.6369 loss: 0.6369 2022/08/11 13:42:31 - mmengine - INFO - Epoch(train) [46][1440/1879] lr: 2.0000e-04 eta: 1:55:40 time: 0.8501 data_time: 0.0201 memory: 18413 grad_norm: 4.4674 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.8270 loss: 0.8270 2022/08/11 13:42:35 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 13:42:48 - mmengine - INFO - Epoch(train) [46][1460/1879] lr: 2.0000e-04 eta: 1:55:23 time: 0.8477 data_time: 0.0194 memory: 18413 grad_norm: 4.2934 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.6842 loss: 0.6842 2022/08/11 13:43:04 - mmengine - INFO - Epoch(train) [46][1480/1879] lr: 2.0000e-04 eta: 1:55:05 time: 0.8458 data_time: 0.0186 memory: 18413 grad_norm: 4.2790 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.6765 loss: 0.6765 2022/08/11 13:43:22 - mmengine - INFO - Epoch(train) [46][1500/1879] lr: 2.0000e-04 eta: 1:54:48 time: 0.8558 data_time: 0.0182 memory: 18413 grad_norm: 4.4510 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7378 loss: 0.7378 2022/08/11 13:43:39 - mmengine - INFO - Epoch(train) [46][1520/1879] lr: 2.0000e-04 eta: 1:54:30 time: 0.8551 data_time: 0.0213 memory: 18413 grad_norm: 4.4340 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.6588 loss: 0.6588 2022/08/11 13:43:56 - mmengine - INFO - Epoch(train) [46][1540/1879] lr: 2.0000e-04 eta: 1:54:13 time: 0.8529 data_time: 0.0171 memory: 18413 grad_norm: 4.4396 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6882 loss: 0.6882 2022/08/11 13:44:13 - mmengine - INFO - Epoch(train) [46][1560/1879] lr: 2.0000e-04 eta: 1:53:55 time: 0.8553 data_time: 0.0194 memory: 18413 grad_norm: 4.3053 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.6235 loss: 0.6235 2022/08/11 13:44:30 - mmengine - INFO - Epoch(train) [46][1580/1879] lr: 2.0000e-04 eta: 1:53:38 time: 0.8576 data_time: 0.0174 memory: 18413 grad_norm: 4.4642 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.8192 loss: 0.8192 2022/08/11 13:44:49 - mmengine - INFO - Epoch(train) [46][1600/1879] lr: 2.0000e-04 eta: 1:53:21 time: 0.9278 data_time: 0.0179 memory: 18413 grad_norm: 4.3574 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.7099 loss: 0.7099 2022/08/11 13:45:06 - mmengine - INFO - Epoch(train) [46][1620/1879] lr: 2.0000e-04 eta: 1:53:03 time: 0.8564 data_time: 0.0189 memory: 18413 grad_norm: 4.5816 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7911 loss: 0.7911 2022/08/11 13:45:26 - mmengine - INFO - Epoch(train) [46][1640/1879] lr: 2.0000e-04 eta: 1:52:46 time: 0.9917 data_time: 0.1556 memory: 18413 grad_norm: 4.4490 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8744 loss: 0.8744 2022/08/11 13:45:43 - mmengine - INFO - Epoch(train) [46][1660/1879] lr: 2.0000e-04 eta: 1:52:28 time: 0.8562 data_time: 0.0192 memory: 18413 grad_norm: 4.2956 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7026 loss: 0.7026 2022/08/11 13:46:00 - mmengine - INFO - Epoch(train) [46][1680/1879] lr: 2.0000e-04 eta: 1:52:11 time: 0.8450 data_time: 0.0184 memory: 18413 grad_norm: 4.3987 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7852 loss: 0.7852 2022/08/11 13:46:17 - mmengine - INFO - Epoch(train) [46][1700/1879] lr: 2.0000e-04 eta: 1:51:53 time: 0.8562 data_time: 0.0187 memory: 18413 grad_norm: 4.2835 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.8098 loss: 0.8098 2022/08/11 13:46:34 - mmengine - INFO - Epoch(train) [46][1720/1879] lr: 2.0000e-04 eta: 1:51:36 time: 0.8477 data_time: 0.0192 memory: 18413 grad_norm: 4.2981 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8268 loss: 0.8268 2022/08/11 13:46:51 - mmengine - INFO - Epoch(train) [46][1740/1879] lr: 2.0000e-04 eta: 1:51:18 time: 0.8523 data_time: 0.0179 memory: 18413 grad_norm: 4.4971 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.6562 loss: 0.6562 2022/08/11 13:47:08 - mmengine - INFO - Epoch(train) [46][1760/1879] lr: 2.0000e-04 eta: 1:51:01 time: 0.8488 data_time: 0.0200 memory: 18413 grad_norm: 4.3095 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8149 loss: 0.8149 2022/08/11 13:47:25 - mmengine - INFO - Epoch(train) [46][1780/1879] lr: 2.0000e-04 eta: 1:50:43 time: 0.8495 data_time: 0.0176 memory: 18413 grad_norm: 4.5455 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8139 loss: 0.8139 2022/08/11 13:47:42 - mmengine - INFO - Epoch(train) [46][1800/1879] lr: 2.0000e-04 eta: 1:50:26 time: 0.8625 data_time: 0.0211 memory: 18413 grad_norm: 4.5347 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.7886 loss: 0.7886 2022/08/11 13:48:00 - mmengine - INFO - Epoch(train) [46][1820/1879] lr: 2.0000e-04 eta: 1:50:09 time: 0.8797 data_time: 0.0471 memory: 18413 grad_norm: 4.2887 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7193 loss: 0.7193 2022/08/11 13:48:17 - mmengine - INFO - Epoch(train) [46][1840/1879] lr: 2.0000e-04 eta: 1:49:51 time: 0.8615 data_time: 0.0185 memory: 18413 grad_norm: 4.2711 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 0.7295 loss: 0.7295 2022/08/11 13:48:34 - mmengine - INFO - Epoch(train) [46][1860/1879] lr: 2.0000e-04 eta: 1:49:34 time: 0.8555 data_time: 0.0185 memory: 18413 grad_norm: 4.4007 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.6502 loss: 0.6502 2022/08/11 13:48:50 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 13:48:50 - mmengine - INFO - Epoch(train) [46][1879/1879] lr: 2.0000e-04 eta: 1:49:34 time: 0.8294 data_time: 0.0162 memory: 18413 grad_norm: 4.6601 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 0.6351 loss: 0.6351 2022/08/11 13:49:02 - mmengine - INFO - Epoch(val) [46][20/155] eta: 0:01:24 time: 0.6271 data_time: 0.3876 memory: 2590 2022/08/11 13:49:10 - mmengine - INFO - Epoch(val) [46][40/155] eta: 0:00:46 time: 0.4025 data_time: 0.1651 memory: 2590 2022/08/11 13:49:21 - mmengine - INFO - Epoch(val) [46][60/155] eta: 0:00:48 time: 0.5118 data_time: 0.2729 memory: 2590 2022/08/11 13:49:29 - mmengine - INFO - Epoch(val) [46][80/155] eta: 0:00:33 time: 0.4433 data_time: 0.2058 memory: 2590 2022/08/11 13:49:40 - mmengine - INFO - Epoch(val) [46][100/155] eta: 0:00:28 time: 0.5215 data_time: 0.2821 memory: 2590 2022/08/11 13:49:47 - mmengine - INFO - Epoch(val) [46][120/155] eta: 0:00:12 time: 0.3540 data_time: 0.1162 memory: 2590 2022/08/11 13:49:58 - mmengine - INFO - Epoch(val) [46][140/155] eta: 0:00:07 time: 0.5277 data_time: 0.2910 memory: 2590 2022/08/11 13:50:42 - mmengine - INFO - Epoch(val) [46][155/155] acc/top1: 0.7254 acc/top5: 0.9050 acc/mean1: 0.7253 2022/08/11 13:50:42 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_40.pth is removed 2022/08/11 13:50:45 - mmengine - INFO - The best checkpoint with 0.7254 acc/top1 at 47 epoch is saved to best_acc/top1_epoch_47.pth. 2022/08/11 13:51:06 - mmengine - INFO - Epoch(train) [47][20/1879] lr: 2.0000e-04 eta: 1:48:58 time: 1.0667 data_time: 0.1893 memory: 18413 grad_norm: 4.2614 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 0.6464 loss: 0.6464 2022/08/11 13:51:23 - mmengine - INFO - Epoch(train) [47][40/1879] lr: 2.0000e-04 eta: 1:48:41 time: 0.8500 data_time: 0.0187 memory: 18413 grad_norm: 4.5405 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.6429 loss: 0.6429 2022/08/11 13:51:40 - mmengine - INFO - Epoch(train) [47][60/1879] lr: 2.0000e-04 eta: 1:48:23 time: 0.8516 data_time: 0.0179 memory: 18413 grad_norm: 4.3263 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 0.7918 loss: 0.7918 2022/08/11 13:51:57 - mmengine - INFO - Epoch(train) [47][80/1879] lr: 2.0000e-04 eta: 1:48:06 time: 0.8485 data_time: 0.0189 memory: 18413 grad_norm: 4.4795 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.6771 loss: 0.6771 2022/08/11 13:52:14 - mmengine - INFO - Epoch(train) [47][100/1879] lr: 2.0000e-04 eta: 1:47:48 time: 0.8473 data_time: 0.0169 memory: 18413 grad_norm: 4.3629 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7645 loss: 0.7645 2022/08/11 13:52:31 - mmengine - INFO - Epoch(train) [47][120/1879] lr: 2.0000e-04 eta: 1:47:31 time: 0.8570 data_time: 0.0202 memory: 18413 grad_norm: 4.2920 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.6370 loss: 0.6370 2022/08/11 13:52:48 - mmengine - INFO - Epoch(train) [47][140/1879] lr: 2.0000e-04 eta: 1:47:14 time: 0.8508 data_time: 0.0193 memory: 18413 grad_norm: 4.2617 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6402 loss: 0.6402 2022/08/11 13:53:05 - mmengine - INFO - Epoch(train) [47][160/1879] lr: 2.0000e-04 eta: 1:46:56 time: 0.8521 data_time: 0.0198 memory: 18413 grad_norm: 4.3748 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7886 loss: 0.7886 2022/08/11 13:53:22 - mmengine - INFO - Epoch(train) [47][180/1879] lr: 2.0000e-04 eta: 1:46:39 time: 0.8518 data_time: 0.0181 memory: 18413 grad_norm: 4.5393 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6974 loss: 0.6974 2022/08/11 13:53:39 - mmengine - INFO - Epoch(train) [47][200/1879] lr: 2.0000e-04 eta: 1:46:21 time: 0.8524 data_time: 0.0221 memory: 18413 grad_norm: 4.3766 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7780 loss: 0.7780 2022/08/11 13:53:56 - mmengine - INFO - Epoch(train) [47][220/1879] lr: 2.0000e-04 eta: 1:46:04 time: 0.8477 data_time: 0.0188 memory: 18413 grad_norm: 4.4243 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 0.8214 loss: 0.8214 2022/08/11 13:54:13 - mmengine - INFO - Epoch(train) [47][240/1879] lr: 2.0000e-04 eta: 1:45:46 time: 0.8493 data_time: 0.0196 memory: 18413 grad_norm: 4.3578 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.8023 loss: 0.8023 2022/08/11 13:54:30 - mmengine - INFO - Epoch(train) [47][260/1879] lr: 2.0000e-04 eta: 1:45:29 time: 0.8625 data_time: 0.0206 memory: 18413 grad_norm: 4.4521 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.8991 loss: 0.8991 2022/08/11 13:54:48 - mmengine - INFO - Epoch(train) [47][280/1879] lr: 2.0000e-04 eta: 1:45:11 time: 0.8619 data_time: 0.0200 memory: 18413 grad_norm: 4.2564 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7351 loss: 0.7351 2022/08/11 13:55:05 - mmengine - INFO - Epoch(train) [47][300/1879] lr: 2.0000e-04 eta: 1:44:54 time: 0.8528 data_time: 0.0187 memory: 18413 grad_norm: 4.4853 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7759 loss: 0.7759 2022/08/11 13:55:23 - mmengine - INFO - Epoch(train) [47][320/1879] lr: 2.0000e-04 eta: 1:44:36 time: 0.9227 data_time: 0.0901 memory: 18413 grad_norm: 4.3078 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7268 loss: 0.7268 2022/08/11 13:55:40 - mmengine - INFO - Epoch(train) [47][340/1879] lr: 2.0000e-04 eta: 1:44:19 time: 0.8535 data_time: 0.0193 memory: 18413 grad_norm: 4.5094 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7410 loss: 0.7410 2022/08/11 13:55:57 - mmengine - INFO - Epoch(train) [47][360/1879] lr: 2.0000e-04 eta: 1:44:01 time: 0.8520 data_time: 0.0193 memory: 18413 grad_norm: 4.3715 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.6733 loss: 0.6733 2022/08/11 13:56:14 - mmengine - INFO - Epoch(train) [47][380/1879] lr: 2.0000e-04 eta: 1:43:44 time: 0.8438 data_time: 0.0184 memory: 18413 grad_norm: 4.3641 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.6825 loss: 0.6825 2022/08/11 13:56:31 - mmengine - INFO - Epoch(train) [47][400/1879] lr: 2.0000e-04 eta: 1:43:26 time: 0.8456 data_time: 0.0203 memory: 18413 grad_norm: 4.4132 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7938 loss: 0.7938 2022/08/11 13:56:48 - mmengine - INFO - Epoch(train) [47][420/1879] lr: 2.0000e-04 eta: 1:43:09 time: 0.8449 data_time: 0.0192 memory: 18413 grad_norm: 4.3646 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7851 loss: 0.7851 2022/08/11 13:57:05 - mmengine - INFO - Epoch(train) [47][440/1879] lr: 2.0000e-04 eta: 1:42:51 time: 0.8443 data_time: 0.0191 memory: 18413 grad_norm: 4.3188 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7166 loss: 0.7166 2022/08/11 13:57:22 - mmengine - INFO - Epoch(train) [47][460/1879] lr: 2.0000e-04 eta: 1:42:34 time: 0.8471 data_time: 0.0175 memory: 18413 grad_norm: 4.2521 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.6923 loss: 0.6923 2022/08/11 13:57:39 - mmengine - INFO - Epoch(train) [47][480/1879] lr: 2.0000e-04 eta: 1:42:16 time: 0.8486 data_time: 0.0228 memory: 18413 grad_norm: 4.4154 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7144 loss: 0.7144 2022/08/11 13:57:56 - mmengine - INFO - Epoch(train) [47][500/1879] lr: 2.0000e-04 eta: 1:41:59 time: 0.8589 data_time: 0.0276 memory: 18413 grad_norm: 4.3376 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7167 loss: 0.7167 2022/08/11 13:58:13 - mmengine - INFO - Epoch(train) [47][520/1879] lr: 2.0000e-04 eta: 1:41:42 time: 0.8488 data_time: 0.0213 memory: 18413 grad_norm: 4.3997 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.7325 loss: 0.7325 2022/08/11 13:58:30 - mmengine - INFO - Epoch(train) [47][540/1879] lr: 2.0000e-04 eta: 1:41:24 time: 0.8503 data_time: 0.0186 memory: 18413 grad_norm: 4.2759 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7030 loss: 0.7030 2022/08/11 13:58:47 - mmengine - INFO - Epoch(train) [47][560/1879] lr: 2.0000e-04 eta: 1:41:07 time: 0.8535 data_time: 0.0202 memory: 18413 grad_norm: 4.4812 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.6662 loss: 0.6662 2022/08/11 13:58:52 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 13:59:04 - mmengine - INFO - Epoch(train) [47][580/1879] lr: 2.0000e-04 eta: 1:40:49 time: 0.8459 data_time: 0.0193 memory: 18413 grad_norm: 4.3461 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6843 loss: 0.6843 2022/08/11 13:59:21 - mmengine - INFO - Epoch(train) [47][600/1879] lr: 2.0000e-04 eta: 1:40:32 time: 0.8482 data_time: 0.0178 memory: 18413 grad_norm: 4.2844 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8136 loss: 0.8136 2022/08/11 13:59:38 - mmengine - INFO - Epoch(train) [47][620/1879] lr: 2.0000e-04 eta: 1:40:14 time: 0.8464 data_time: 0.0199 memory: 18413 grad_norm: 4.2436 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.8233 loss: 0.8233 2022/08/11 13:59:55 - mmengine - INFO - Epoch(train) [47][640/1879] lr: 2.0000e-04 eta: 1:39:57 time: 0.8435 data_time: 0.0193 memory: 18413 grad_norm: 4.3440 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6633 loss: 0.6633 2022/08/11 14:00:12 - mmengine - INFO - Epoch(train) [47][660/1879] lr: 2.0000e-04 eta: 1:39:39 time: 0.8492 data_time: 0.0178 memory: 18413 grad_norm: 4.2298 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7119 loss: 0.7119 2022/08/11 14:00:29 - mmengine - INFO - Epoch(train) [47][680/1879] lr: 2.0000e-04 eta: 1:39:22 time: 0.8534 data_time: 0.0196 memory: 18413 grad_norm: 4.2667 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.6289 loss: 0.6289 2022/08/11 14:00:46 - mmengine - INFO - Epoch(train) [47][700/1879] lr: 2.0000e-04 eta: 1:39:04 time: 0.8415 data_time: 0.0172 memory: 18413 grad_norm: 4.4331 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7679 loss: 0.7679 2022/08/11 14:01:03 - mmengine - INFO - Epoch(train) [47][720/1879] lr: 2.0000e-04 eta: 1:38:47 time: 0.8440 data_time: 0.0184 memory: 18413 grad_norm: 4.2901 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.7779 loss: 0.7779 2022/08/11 14:01:20 - mmengine - INFO - Epoch(train) [47][740/1879] lr: 2.0000e-04 eta: 1:38:29 time: 0.8529 data_time: 0.0194 memory: 18413 grad_norm: 4.3282 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6891 loss: 0.6891 2022/08/11 14:01:37 - mmengine - INFO - Epoch(train) [47][760/1879] lr: 2.0000e-04 eta: 1:38:12 time: 0.8506 data_time: 0.0212 memory: 18413 grad_norm: 4.4325 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.6424 loss: 0.6424 2022/08/11 14:01:54 - mmengine - INFO - Epoch(train) [47][780/1879] lr: 2.0000e-04 eta: 1:37:54 time: 0.8416 data_time: 0.0172 memory: 18413 grad_norm: 4.4034 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7036 loss: 0.7036 2022/08/11 14:02:11 - mmengine - INFO - Epoch(train) [47][800/1879] lr: 2.0000e-04 eta: 1:37:37 time: 0.8570 data_time: 0.0250 memory: 18413 grad_norm: 4.4297 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.6844 loss: 0.6844 2022/08/11 14:02:28 - mmengine - INFO - Epoch(train) [47][820/1879] lr: 2.0000e-04 eta: 1:37:19 time: 0.8457 data_time: 0.0189 memory: 18413 grad_norm: 4.4123 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.6965 loss: 0.6965 2022/08/11 14:02:45 - mmengine - INFO - Epoch(train) [47][840/1879] lr: 2.0000e-04 eta: 1:37:02 time: 0.8506 data_time: 0.0194 memory: 18413 grad_norm: 4.4576 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.7667 loss: 0.7667 2022/08/11 14:03:02 - mmengine - INFO - Epoch(train) [47][860/1879] lr: 2.0000e-04 eta: 1:36:44 time: 0.8479 data_time: 0.0179 memory: 18413 grad_norm: 4.4461 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7978 loss: 0.7978 2022/08/11 14:03:19 - mmengine - INFO - Epoch(train) [47][880/1879] lr: 2.0000e-04 eta: 1:36:27 time: 0.8460 data_time: 0.0196 memory: 18413 grad_norm: 4.4486 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8448 loss: 0.8448 2022/08/11 14:03:35 - mmengine - INFO - Epoch(train) [47][900/1879] lr: 2.0000e-04 eta: 1:36:09 time: 0.8447 data_time: 0.0181 memory: 18413 grad_norm: 4.3789 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6842 loss: 0.6842 2022/08/11 14:03:52 - mmengine - INFO - Epoch(train) [47][920/1879] lr: 2.0000e-04 eta: 1:35:52 time: 0.8483 data_time: 0.0196 memory: 18413 grad_norm: 4.3184 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7833 loss: 0.7833 2022/08/11 14:04:09 - mmengine - INFO - Epoch(train) [47][940/1879] lr: 2.0000e-04 eta: 1:35:34 time: 0.8474 data_time: 0.0188 memory: 18413 grad_norm: 4.3597 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.7480 loss: 0.7480 2022/08/11 14:04:26 - mmengine - INFO - Epoch(train) [47][960/1879] lr: 2.0000e-04 eta: 1:35:17 time: 0.8527 data_time: 0.0191 memory: 18413 grad_norm: 4.4910 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.7720 loss: 0.7720 2022/08/11 14:04:44 - mmengine - INFO - Epoch(train) [47][980/1879] lr: 2.0000e-04 eta: 1:34:59 time: 0.8534 data_time: 0.0183 memory: 18413 grad_norm: 4.3651 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.6274 loss: 0.6274 2022/08/11 14:05:01 - mmengine - INFO - Epoch(train) [47][1000/1879] lr: 2.0000e-04 eta: 1:34:42 time: 0.8542 data_time: 0.0203 memory: 18413 grad_norm: 4.4471 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.6722 loss: 0.6722 2022/08/11 14:05:18 - mmengine - INFO - Epoch(train) [47][1020/1879] lr: 2.0000e-04 eta: 1:34:25 time: 0.8721 data_time: 0.0195 memory: 18413 grad_norm: 4.4723 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7910 loss: 0.7910 2022/08/11 14:05:35 - mmengine - INFO - Epoch(train) [47][1040/1879] lr: 2.0000e-04 eta: 1:34:07 time: 0.8511 data_time: 0.0173 memory: 18413 grad_norm: 4.3580 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.8558 loss: 0.8558 2022/08/11 14:05:52 - mmengine - INFO - Epoch(train) [47][1060/1879] lr: 2.0000e-04 eta: 1:33:50 time: 0.8580 data_time: 0.0172 memory: 18413 grad_norm: 4.3923 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7161 loss: 0.7161 2022/08/11 14:06:09 - mmengine - INFO - Epoch(train) [47][1080/1879] lr: 2.0000e-04 eta: 1:33:32 time: 0.8602 data_time: 0.0245 memory: 18413 grad_norm: 4.4114 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.6921 loss: 0.6921 2022/08/11 14:06:27 - mmengine - INFO - Epoch(train) [47][1100/1879] lr: 2.0000e-04 eta: 1:33:15 time: 0.8586 data_time: 0.0175 memory: 18413 grad_norm: 4.4478 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6361 loss: 0.6361 2022/08/11 14:06:44 - mmengine - INFO - Epoch(train) [47][1120/1879] lr: 2.0000e-04 eta: 1:32:57 time: 0.8582 data_time: 0.0186 memory: 18413 grad_norm: 4.4165 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.6295 loss: 0.6295 2022/08/11 14:07:01 - mmengine - INFO - Epoch(train) [47][1140/1879] lr: 2.0000e-04 eta: 1:32:40 time: 0.8508 data_time: 0.0172 memory: 18413 grad_norm: 4.3122 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.6617 loss: 0.6617 2022/08/11 14:07:18 - mmengine - INFO - Epoch(train) [47][1160/1879] lr: 2.0000e-04 eta: 1:32:22 time: 0.8507 data_time: 0.0183 memory: 18413 grad_norm: 4.3136 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7093 loss: 0.7093 2022/08/11 14:07:35 - mmengine - INFO - Epoch(train) [47][1180/1879] lr: 2.0000e-04 eta: 1:32:05 time: 0.8527 data_time: 0.0170 memory: 18413 grad_norm: 4.4112 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.7978 loss: 0.7978 2022/08/11 14:07:52 - mmengine - INFO - Epoch(train) [47][1200/1879] lr: 2.0000e-04 eta: 1:31:47 time: 0.8706 data_time: 0.0185 memory: 18413 grad_norm: 4.4032 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.6727 loss: 0.6727 2022/08/11 14:08:09 - mmengine - INFO - Epoch(train) [47][1220/1879] lr: 2.0000e-04 eta: 1:31:30 time: 0.8494 data_time: 0.0182 memory: 18413 grad_norm: 4.3817 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.6846 loss: 0.6846 2022/08/11 14:08:26 - mmengine - INFO - Epoch(train) [47][1240/1879] lr: 2.0000e-04 eta: 1:31:12 time: 0.8479 data_time: 0.0196 memory: 18413 grad_norm: 4.3962 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8771 loss: 0.8771 2022/08/11 14:08:43 - mmengine - INFO - Epoch(train) [47][1260/1879] lr: 2.0000e-04 eta: 1:30:55 time: 0.8470 data_time: 0.0165 memory: 18413 grad_norm: 4.2952 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.7244 loss: 0.7244 2022/08/11 14:09:00 - mmengine - INFO - Epoch(train) [47][1280/1879] lr: 2.0000e-04 eta: 1:30:38 time: 0.8531 data_time: 0.0204 memory: 18413 grad_norm: 4.3613 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6816 loss: 0.6816 2022/08/11 14:09:17 - mmengine - INFO - Epoch(train) [47][1300/1879] lr: 2.0000e-04 eta: 1:30:20 time: 0.8462 data_time: 0.0171 memory: 18413 grad_norm: 4.3242 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.8402 loss: 0.8402 2022/08/11 14:09:34 - mmengine - INFO - Epoch(train) [47][1320/1879] lr: 2.0000e-04 eta: 1:30:03 time: 0.8451 data_time: 0.0205 memory: 18413 grad_norm: 4.4138 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7553 loss: 0.7553 2022/08/11 14:09:51 - mmengine - INFO - Epoch(train) [47][1340/1879] lr: 2.0000e-04 eta: 1:29:45 time: 0.8452 data_time: 0.0173 memory: 18413 grad_norm: 4.6145 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 0.8721 loss: 0.8721 2022/08/11 14:10:08 - mmengine - INFO - Epoch(train) [47][1360/1879] lr: 2.0000e-04 eta: 1:29:28 time: 0.8513 data_time: 0.0199 memory: 18413 grad_norm: 4.2809 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7409 loss: 0.7409 2022/08/11 14:10:26 - mmengine - INFO - Epoch(train) [47][1380/1879] lr: 2.0000e-04 eta: 1:29:10 time: 0.8790 data_time: 0.0503 memory: 18413 grad_norm: 4.3137 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.6534 loss: 0.6534 2022/08/11 14:10:43 - mmengine - INFO - Epoch(train) [47][1400/1879] lr: 2.0000e-04 eta: 1:28:53 time: 0.8444 data_time: 0.0194 memory: 18413 grad_norm: 4.3505 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.6056 loss: 0.6056 2022/08/11 14:11:00 - mmengine - INFO - Epoch(train) [47][1420/1879] lr: 2.0000e-04 eta: 1:28:35 time: 0.8476 data_time: 0.0177 memory: 18413 grad_norm: 4.4269 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7078 loss: 0.7078 2022/08/11 14:11:17 - mmengine - INFO - Epoch(train) [47][1440/1879] lr: 2.0000e-04 eta: 1:28:18 time: 0.8504 data_time: 0.0196 memory: 18413 grad_norm: 4.2915 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.6315 loss: 0.6315 2022/08/11 14:11:33 - mmengine - INFO - Epoch(train) [47][1460/1879] lr: 2.0000e-04 eta: 1:28:00 time: 0.8411 data_time: 0.0178 memory: 18413 grad_norm: 4.1830 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.6545 loss: 0.6545 2022/08/11 14:11:50 - mmengine - INFO - Epoch(train) [47][1480/1879] lr: 2.0000e-04 eta: 1:27:43 time: 0.8467 data_time: 0.0188 memory: 18413 grad_norm: 4.3876 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.8174 loss: 0.8174 2022/08/11 14:12:07 - mmengine - INFO - Epoch(train) [47][1500/1879] lr: 2.0000e-04 eta: 1:27:25 time: 0.8459 data_time: 0.0178 memory: 18413 grad_norm: 4.3436 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.7441 loss: 0.7441 2022/08/11 14:12:24 - mmengine - INFO - Epoch(train) [47][1520/1879] lr: 2.0000e-04 eta: 1:27:08 time: 0.8515 data_time: 0.0175 memory: 18413 grad_norm: 4.5535 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.6893 loss: 0.6893 2022/08/11 14:12:41 - mmengine - INFO - Epoch(train) [47][1540/1879] lr: 2.0000e-04 eta: 1:26:50 time: 0.8557 data_time: 0.0197 memory: 18413 grad_norm: 4.3392 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8206 loss: 0.8206 2022/08/11 14:12:58 - mmengine - INFO - Epoch(train) [47][1560/1879] lr: 2.0000e-04 eta: 1:26:33 time: 0.8451 data_time: 0.0193 memory: 18413 grad_norm: 4.4363 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7152 loss: 0.7152 2022/08/11 14:13:04 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 14:13:15 - mmengine - INFO - Epoch(train) [47][1580/1879] lr: 2.0000e-04 eta: 1:26:15 time: 0.8475 data_time: 0.0169 memory: 18413 grad_norm: 4.3892 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7547 loss: 0.7547 2022/08/11 14:13:32 - mmengine - INFO - Epoch(train) [47][1600/1879] lr: 2.0000e-04 eta: 1:25:58 time: 0.8412 data_time: 0.0181 memory: 18413 grad_norm: 4.6162 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8038 loss: 0.8038 2022/08/11 14:13:49 - mmengine - INFO - Epoch(train) [47][1620/1879] lr: 2.0000e-04 eta: 1:25:41 time: 0.8494 data_time: 0.0190 memory: 18413 grad_norm: 4.4605 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.6844 loss: 0.6844 2022/08/11 14:14:06 - mmengine - INFO - Epoch(train) [47][1640/1879] lr: 2.0000e-04 eta: 1:25:23 time: 0.8480 data_time: 0.0251 memory: 18413 grad_norm: 4.4458 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7383 loss: 0.7383 2022/08/11 14:14:23 - mmengine - INFO - Epoch(train) [47][1660/1879] lr: 2.0000e-04 eta: 1:25:06 time: 0.8423 data_time: 0.0185 memory: 18413 grad_norm: 4.4219 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6841 loss: 0.6841 2022/08/11 14:14:40 - mmengine - INFO - Epoch(train) [47][1680/1879] lr: 2.0000e-04 eta: 1:24:48 time: 0.8438 data_time: 0.0192 memory: 18413 grad_norm: 4.5041 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.5967 loss: 0.5967 2022/08/11 14:14:57 - mmengine - INFO - Epoch(train) [47][1700/1879] lr: 2.0000e-04 eta: 1:24:31 time: 0.8455 data_time: 0.0184 memory: 18413 grad_norm: 4.4142 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 0.8230 loss: 0.8230 2022/08/11 14:15:14 - mmengine - INFO - Epoch(train) [47][1720/1879] lr: 2.0000e-04 eta: 1:24:13 time: 0.8515 data_time: 0.0189 memory: 18413 grad_norm: 4.4597 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.6755 loss: 0.6755 2022/08/11 14:15:31 - mmengine - INFO - Epoch(train) [47][1740/1879] lr: 2.0000e-04 eta: 1:23:56 time: 0.8429 data_time: 0.0178 memory: 18413 grad_norm: 4.3954 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7266 loss: 0.7266 2022/08/11 14:15:48 - mmengine - INFO - Epoch(train) [47][1760/1879] lr: 2.0000e-04 eta: 1:23:38 time: 0.8531 data_time: 0.0242 memory: 18413 grad_norm: 4.2836 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.6215 loss: 0.6215 2022/08/11 14:16:05 - mmengine - INFO - Epoch(train) [47][1780/1879] lr: 2.0000e-04 eta: 1:23:21 time: 0.8554 data_time: 0.0196 memory: 18413 grad_norm: 4.4563 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8129 loss: 0.8129 2022/08/11 14:16:22 - mmengine - INFO - Epoch(train) [47][1800/1879] lr: 2.0000e-04 eta: 1:23:03 time: 0.8502 data_time: 0.0181 memory: 18413 grad_norm: 4.3511 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7364 loss: 0.7364 2022/08/11 14:16:39 - mmengine - INFO - Epoch(train) [47][1820/1879] lr: 2.0000e-04 eta: 1:22:46 time: 0.8494 data_time: 0.0189 memory: 18413 grad_norm: 4.4360 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6064 loss: 0.6064 2022/08/11 14:16:56 - mmengine - INFO - Epoch(train) [47][1840/1879] lr: 2.0000e-04 eta: 1:22:28 time: 0.8471 data_time: 0.0188 memory: 18413 grad_norm: 4.2283 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.6435 loss: 0.6435 2022/08/11 14:17:13 - mmengine - INFO - Epoch(train) [47][1860/1879] lr: 2.0000e-04 eta: 1:22:11 time: 0.8482 data_time: 0.0172 memory: 18413 grad_norm: 4.3962 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.6764 loss: 0.6764 2022/08/11 14:17:29 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 14:17:29 - mmengine - INFO - Epoch(train) [47][1879/1879] lr: 2.0000e-04 eta: 1:22:11 time: 0.8392 data_time: 0.0192 memory: 18413 grad_norm: 4.5419 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7082 loss: 0.7082 2022/08/11 14:17:43 - mmengine - INFO - Epoch(val) [47][20/155] eta: 0:01:32 time: 0.6876 data_time: 0.4475 memory: 2590 2022/08/11 14:17:52 - mmengine - INFO - Epoch(val) [47][40/155] eta: 0:00:51 time: 0.4444 data_time: 0.2063 memory: 2590 2022/08/11 14:18:02 - mmengine - INFO - Epoch(val) [47][60/155] eta: 0:00:49 time: 0.5209 data_time: 0.2841 memory: 2590 2022/08/11 14:18:10 - mmengine - INFO - Epoch(val) [47][80/155] eta: 0:00:31 time: 0.4189 data_time: 0.1829 memory: 2590 2022/08/11 14:18:21 - mmengine - INFO - Epoch(val) [47][100/155] eta: 0:00:29 time: 0.5282 data_time: 0.2910 memory: 2590 2022/08/11 14:18:29 - mmengine - INFO - Epoch(val) [47][120/155] eta: 0:00:14 time: 0.4145 data_time: 0.1787 memory: 2590 2022/08/11 14:18:41 - mmengine - INFO - Epoch(val) [47][140/155] eta: 0:00:08 time: 0.5662 data_time: 0.3293 memory: 2590 2022/08/11 14:19:08 - mmengine - INFO - Epoch(val) [47][155/155] acc/top1: 0.7258 acc/top5: 0.9057 acc/mean1: 0.7257 2022/08/11 14:19:08 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_47.pth is removed 2022/08/11 14:19:10 - mmengine - INFO - The best checkpoint with 0.7258 acc/top1 at 48 epoch is saved to best_acc/top1_epoch_48.pth. 2022/08/11 14:19:33 - mmengine - INFO - Epoch(train) [48][20/1879] lr: 2.0000e-04 eta: 1:21:36 time: 1.1441 data_time: 0.2561 memory: 18413 grad_norm: 4.3235 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7479 loss: 0.7479 2022/08/11 14:19:50 - mmengine - INFO - Epoch(train) [48][40/1879] lr: 2.0000e-04 eta: 1:21:19 time: 0.8527 data_time: 0.0192 memory: 18413 grad_norm: 4.4244 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8176 loss: 0.8176 2022/08/11 14:20:07 - mmengine - INFO - Epoch(train) [48][60/1879] lr: 2.0000e-04 eta: 1:21:01 time: 0.8475 data_time: 0.0179 memory: 18413 grad_norm: 4.4367 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6909 loss: 0.6909 2022/08/11 14:20:24 - mmengine - INFO - Epoch(train) [48][80/1879] lr: 2.0000e-04 eta: 1:20:44 time: 0.8499 data_time: 0.0198 memory: 18413 grad_norm: 4.4106 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6739 loss: 0.6739 2022/08/11 14:20:41 - mmengine - INFO - Epoch(train) [48][100/1879] lr: 2.0000e-04 eta: 1:20:26 time: 0.8479 data_time: 0.0179 memory: 18413 grad_norm: 4.3963 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.7356 loss: 0.7356 2022/08/11 14:20:58 - mmengine - INFO - Epoch(train) [48][120/1879] lr: 2.0000e-04 eta: 1:20:09 time: 0.8470 data_time: 0.0215 memory: 18413 grad_norm: 4.4800 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7956 loss: 0.7956 2022/08/11 14:21:15 - mmengine - INFO - Epoch(train) [48][140/1879] lr: 2.0000e-04 eta: 1:19:51 time: 0.8500 data_time: 0.0180 memory: 18413 grad_norm: 4.4486 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7080 loss: 0.7080 2022/08/11 14:21:32 - mmengine - INFO - Epoch(train) [48][160/1879] lr: 2.0000e-04 eta: 1:19:34 time: 0.8581 data_time: 0.0266 memory: 18413 grad_norm: 4.1988 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6896 loss: 0.6896 2022/08/11 14:21:49 - mmengine - INFO - Epoch(train) [48][180/1879] lr: 2.0000e-04 eta: 1:19:16 time: 0.8491 data_time: 0.0205 memory: 18413 grad_norm: 4.2523 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.7052 loss: 0.7052 2022/08/11 14:22:06 - mmengine - INFO - Epoch(train) [48][200/1879] lr: 2.0000e-04 eta: 1:18:59 time: 0.8526 data_time: 0.0185 memory: 18413 grad_norm: 4.4229 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7034 loss: 0.7034 2022/08/11 14:22:23 - mmengine - INFO - Epoch(train) [48][220/1879] lr: 2.0000e-04 eta: 1:18:42 time: 0.8483 data_time: 0.0194 memory: 18413 grad_norm: 4.4104 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7493 loss: 0.7493 2022/08/11 14:22:40 - mmengine - INFO - Epoch(train) [48][240/1879] lr: 2.0000e-04 eta: 1:18:24 time: 0.8517 data_time: 0.0176 memory: 18413 grad_norm: 4.2127 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.6000 loss: 0.6000 2022/08/11 14:22:58 - mmengine - INFO - Epoch(train) [48][260/1879] lr: 2.0000e-04 eta: 1:18:07 time: 0.8667 data_time: 0.0362 memory: 18413 grad_norm: 4.3886 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7031 loss: 0.7031 2022/08/11 14:23:15 - mmengine - INFO - Epoch(train) [48][280/1879] lr: 2.0000e-04 eta: 1:17:49 time: 0.8591 data_time: 0.0185 memory: 18413 grad_norm: 4.5436 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.7829 loss: 0.7829 2022/08/11 14:23:32 - mmengine - INFO - Epoch(train) [48][300/1879] lr: 2.0000e-04 eta: 1:17:32 time: 0.8652 data_time: 0.0241 memory: 18413 grad_norm: 4.4711 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8495 loss: 0.8495 2022/08/11 14:23:49 - mmengine - INFO - Epoch(train) [48][320/1879] lr: 2.0000e-04 eta: 1:17:14 time: 0.8503 data_time: 0.0173 memory: 18413 grad_norm: 4.4398 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.6656 loss: 0.6656 2022/08/11 14:24:06 - mmengine - INFO - Epoch(train) [48][340/1879] lr: 2.0000e-04 eta: 1:16:57 time: 0.8505 data_time: 0.0176 memory: 18413 grad_norm: 4.4305 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.8261 loss: 0.8261 2022/08/11 14:24:23 - mmengine - INFO - Epoch(train) [48][360/1879] lr: 2.0000e-04 eta: 1:16:39 time: 0.8557 data_time: 0.0216 memory: 18413 grad_norm: 4.2854 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.6339 loss: 0.6339 2022/08/11 14:24:40 - mmengine - INFO - Epoch(train) [48][380/1879] lr: 2.0000e-04 eta: 1:16:22 time: 0.8540 data_time: 0.0204 memory: 18413 grad_norm: 4.2320 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7137 loss: 0.7137 2022/08/11 14:24:57 - mmengine - INFO - Epoch(train) [48][400/1879] lr: 2.0000e-04 eta: 1:16:04 time: 0.8511 data_time: 0.0193 memory: 18413 grad_norm: 4.4955 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7650 loss: 0.7650 2022/08/11 14:25:14 - mmengine - INFO - Epoch(train) [48][420/1879] lr: 2.0000e-04 eta: 1:15:47 time: 0.8460 data_time: 0.0175 memory: 18413 grad_norm: 4.4287 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7016 loss: 0.7016 2022/08/11 14:25:31 - mmengine - INFO - Epoch(train) [48][440/1879] lr: 2.0000e-04 eta: 1:15:30 time: 0.8498 data_time: 0.0222 memory: 18413 grad_norm: 4.4294 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7382 loss: 0.7382 2022/08/11 14:25:48 - mmengine - INFO - Epoch(train) [48][460/1879] lr: 2.0000e-04 eta: 1:15:12 time: 0.8544 data_time: 0.0175 memory: 18413 grad_norm: 4.3535 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7934 loss: 0.7934 2022/08/11 14:26:05 - mmengine - INFO - Epoch(train) [48][480/1879] lr: 2.0000e-04 eta: 1:14:55 time: 0.8543 data_time: 0.0182 memory: 18413 grad_norm: 4.3950 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.6726 loss: 0.6726 2022/08/11 14:26:22 - mmengine - INFO - Epoch(train) [48][500/1879] lr: 2.0000e-04 eta: 1:14:37 time: 0.8495 data_time: 0.0179 memory: 18413 grad_norm: 4.4349 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.5978 loss: 0.5978 2022/08/11 14:26:39 - mmengine - INFO - Epoch(train) [48][520/1879] lr: 2.0000e-04 eta: 1:14:20 time: 0.8508 data_time: 0.0193 memory: 18413 grad_norm: 4.1458 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.5053 loss: 0.5053 2022/08/11 14:26:56 - mmengine - INFO - Epoch(train) [48][540/1879] lr: 2.0000e-04 eta: 1:14:02 time: 0.8514 data_time: 0.0176 memory: 18413 grad_norm: 4.4649 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7494 loss: 0.7494 2022/08/11 14:27:14 - mmengine - INFO - Epoch(train) [48][560/1879] lr: 2.0000e-04 eta: 1:13:45 time: 0.8511 data_time: 0.0184 memory: 18413 grad_norm: 4.3987 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.6715 loss: 0.6715 2022/08/11 14:27:30 - mmengine - INFO - Epoch(train) [48][580/1879] lr: 2.0000e-04 eta: 1:13:27 time: 0.8465 data_time: 0.0183 memory: 18413 grad_norm: 4.2565 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.6550 loss: 0.6550 2022/08/11 14:27:47 - mmengine - INFO - Epoch(train) [48][600/1879] lr: 2.0000e-04 eta: 1:13:10 time: 0.8474 data_time: 0.0179 memory: 18413 grad_norm: 4.4109 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.6927 loss: 0.6927 2022/08/11 14:28:05 - mmengine - INFO - Epoch(train) [48][620/1879] lr: 2.0000e-04 eta: 1:12:52 time: 0.8656 data_time: 0.0268 memory: 18413 grad_norm: 4.3802 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 0.8923 loss: 0.8923 2022/08/11 14:28:22 - mmengine - INFO - Epoch(train) [48][640/1879] lr: 2.0000e-04 eta: 1:12:35 time: 0.8495 data_time: 0.0176 memory: 18413 grad_norm: 4.4137 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.6457 loss: 0.6457 2022/08/11 14:28:39 - mmengine - INFO - Epoch(train) [48][660/1879] lr: 2.0000e-04 eta: 1:12:18 time: 0.8586 data_time: 0.0205 memory: 18413 grad_norm: 4.4048 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.6373 loss: 0.6373 2022/08/11 14:28:56 - mmengine - INFO - Epoch(train) [48][680/1879] lr: 2.0000e-04 eta: 1:12:00 time: 0.8540 data_time: 0.0182 memory: 18413 grad_norm: 4.4195 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.6420 loss: 0.6420 2022/08/11 14:29:02 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 14:29:13 - mmengine - INFO - Epoch(train) [48][700/1879] lr: 2.0000e-04 eta: 1:11:43 time: 0.8512 data_time: 0.0182 memory: 18413 grad_norm: 4.4005 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7586 loss: 0.7586 2022/08/11 14:29:30 - mmengine - INFO - Epoch(train) [48][720/1879] lr: 2.0000e-04 eta: 1:11:25 time: 0.8607 data_time: 0.0255 memory: 18413 grad_norm: 4.4643 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7408 loss: 0.7408 2022/08/11 14:29:47 - mmengine - INFO - Epoch(train) [48][740/1879] lr: 2.0000e-04 eta: 1:11:08 time: 0.8540 data_time: 0.0174 memory: 18413 grad_norm: 4.3541 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7515 loss: 0.7515 2022/08/11 14:30:04 - mmengine - INFO - Epoch(train) [48][760/1879] lr: 2.0000e-04 eta: 1:10:50 time: 0.8505 data_time: 0.0192 memory: 18413 grad_norm: 4.4133 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 0.7234 loss: 0.7234 2022/08/11 14:30:23 - mmengine - INFO - Epoch(train) [48][780/1879] lr: 2.0000e-04 eta: 1:10:33 time: 0.9135 data_time: 0.0749 memory: 18413 grad_norm: 4.4169 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6927 loss: 0.6927 2022/08/11 14:30:40 - mmengine - INFO - Epoch(train) [48][800/1879] lr: 2.0000e-04 eta: 1:10:15 time: 0.8513 data_time: 0.0190 memory: 18413 grad_norm: 4.3441 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.6907 loss: 0.6907 2022/08/11 14:30:57 - mmengine - INFO - Epoch(train) [48][820/1879] lr: 2.0000e-04 eta: 1:09:58 time: 0.8505 data_time: 0.0192 memory: 18413 grad_norm: 4.4451 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7045 loss: 0.7045 2022/08/11 14:31:14 - mmengine - INFO - Epoch(train) [48][840/1879] lr: 2.0000e-04 eta: 1:09:41 time: 0.8642 data_time: 0.0231 memory: 18413 grad_norm: 4.4605 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.6690 loss: 0.6690 2022/08/11 14:31:31 - mmengine - INFO - Epoch(train) [48][860/1879] lr: 2.0000e-04 eta: 1:09:23 time: 0.8524 data_time: 0.0188 memory: 18413 grad_norm: 4.3845 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6468 loss: 0.6468 2022/08/11 14:31:48 - mmengine - INFO - Epoch(train) [48][880/1879] lr: 2.0000e-04 eta: 1:09:06 time: 0.8503 data_time: 0.0196 memory: 18413 grad_norm: 4.3333 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7161 loss: 0.7161 2022/08/11 14:32:05 - mmengine - INFO - Epoch(train) [48][900/1879] lr: 2.0000e-04 eta: 1:08:48 time: 0.8494 data_time: 0.0184 memory: 18413 grad_norm: 4.3055 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7095 loss: 0.7095 2022/08/11 14:32:22 - mmengine - INFO - Epoch(train) [48][920/1879] lr: 2.0000e-04 eta: 1:08:31 time: 0.8501 data_time: 0.0177 memory: 18413 grad_norm: 4.3441 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.6785 loss: 0.6785 2022/08/11 14:32:39 - mmengine - INFO - Epoch(train) [48][940/1879] lr: 2.0000e-04 eta: 1:08:13 time: 0.8534 data_time: 0.0184 memory: 18413 grad_norm: 4.3657 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6479 loss: 0.6479 2022/08/11 14:32:56 - mmengine - INFO - Epoch(train) [48][960/1879] lr: 2.0000e-04 eta: 1:07:56 time: 0.8547 data_time: 0.0185 memory: 18413 grad_norm: 4.3322 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.6587 loss: 0.6587 2022/08/11 14:33:13 - mmengine - INFO - Epoch(train) [48][980/1879] lr: 2.0000e-04 eta: 1:07:38 time: 0.8505 data_time: 0.0170 memory: 18413 grad_norm: 4.4347 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.7846 loss: 0.7846 2022/08/11 14:33:30 - mmengine - INFO - Epoch(train) [48][1000/1879] lr: 2.0000e-04 eta: 1:07:21 time: 0.8553 data_time: 0.0193 memory: 18413 grad_norm: 4.0845 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.8034 loss: 0.8034 2022/08/11 14:33:47 - mmengine - INFO - Epoch(train) [48][1020/1879] lr: 2.0000e-04 eta: 1:07:03 time: 0.8533 data_time: 0.0174 memory: 18413 grad_norm: 4.3737 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.6610 loss: 0.6610 2022/08/11 14:34:05 - mmengine - INFO - Epoch(train) [48][1040/1879] lr: 2.0000e-04 eta: 1:06:46 time: 0.8625 data_time: 0.0191 memory: 18413 grad_norm: 4.2803 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.6920 loss: 0.6920 2022/08/11 14:34:22 - mmengine - INFO - Epoch(train) [48][1060/1879] lr: 2.0000e-04 eta: 1:06:29 time: 0.8451 data_time: 0.0188 memory: 18413 grad_norm: 4.2611 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.6334 loss: 0.6334 2022/08/11 14:34:39 - mmengine - INFO - Epoch(train) [48][1080/1879] lr: 2.0000e-04 eta: 1:06:11 time: 0.8558 data_time: 0.0193 memory: 18413 grad_norm: 4.3541 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7839 loss: 0.7839 2022/08/11 14:34:56 - mmengine - INFO - Epoch(train) [48][1100/1879] lr: 2.0000e-04 eta: 1:05:54 time: 0.8569 data_time: 0.0178 memory: 18413 grad_norm: 4.3939 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8670 loss: 0.8670 2022/08/11 14:35:13 - mmengine - INFO - Epoch(train) [48][1120/1879] lr: 2.0000e-04 eta: 1:05:36 time: 0.8607 data_time: 0.0184 memory: 18413 grad_norm: 4.2924 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6331 loss: 0.6331 2022/08/11 14:35:30 - mmengine - INFO - Epoch(train) [48][1140/1879] lr: 2.0000e-04 eta: 1:05:19 time: 0.8516 data_time: 0.0172 memory: 18413 grad_norm: 4.2093 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.6251 loss: 0.6251 2022/08/11 14:35:47 - mmengine - INFO - Epoch(train) [48][1160/1879] lr: 2.0000e-04 eta: 1:05:01 time: 0.8558 data_time: 0.0184 memory: 18413 grad_norm: 4.3419 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6693 loss: 0.6693 2022/08/11 14:36:04 - mmengine - INFO - Epoch(train) [48][1180/1879] lr: 2.0000e-04 eta: 1:04:44 time: 0.8479 data_time: 0.0185 memory: 18413 grad_norm: 4.3268 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.6143 loss: 0.6143 2022/08/11 14:36:22 - mmengine - INFO - Epoch(train) [48][1200/1879] lr: 2.0000e-04 eta: 1:04:26 time: 0.8693 data_time: 0.0180 memory: 18413 grad_norm: 4.5571 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8065 loss: 0.8065 2022/08/11 14:36:39 - mmengine - INFO - Epoch(train) [48][1220/1879] lr: 2.0000e-04 eta: 1:04:09 time: 0.8496 data_time: 0.0177 memory: 18413 grad_norm: 4.5453 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.6714 loss: 0.6714 2022/08/11 14:36:56 - mmengine - INFO - Epoch(train) [48][1240/1879] lr: 2.0000e-04 eta: 1:03:52 time: 0.8582 data_time: 0.0180 memory: 18413 grad_norm: 4.3466 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.7615 loss: 0.7615 2022/08/11 14:37:13 - mmengine - INFO - Epoch(train) [48][1260/1879] lr: 2.0000e-04 eta: 1:03:34 time: 0.8579 data_time: 0.0193 memory: 18413 grad_norm: 4.4526 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7533 loss: 0.7533 2022/08/11 14:37:30 - mmengine - INFO - Epoch(train) [48][1280/1879] lr: 2.0000e-04 eta: 1:03:17 time: 0.8523 data_time: 0.0179 memory: 18413 grad_norm: 4.4671 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.8226 loss: 0.8226 2022/08/11 14:37:47 - mmengine - INFO - Epoch(train) [48][1300/1879] lr: 2.0000e-04 eta: 1:02:59 time: 0.8526 data_time: 0.0189 memory: 18413 grad_norm: 4.3608 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.6732 loss: 0.6732 2022/08/11 14:38:05 - mmengine - INFO - Epoch(train) [48][1320/1879] lr: 2.0000e-04 eta: 1:02:42 time: 0.8748 data_time: 0.0458 memory: 18413 grad_norm: 4.3372 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.8190 loss: 0.8190 2022/08/11 14:38:22 - mmengine - INFO - Epoch(train) [48][1340/1879] lr: 2.0000e-04 eta: 1:02:24 time: 0.8518 data_time: 0.0186 memory: 18413 grad_norm: 4.2434 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 0.6306 loss: 0.6306 2022/08/11 14:38:39 - mmengine - INFO - Epoch(train) [48][1360/1879] lr: 2.0000e-04 eta: 1:02:07 time: 0.8510 data_time: 0.0187 memory: 18413 grad_norm: 4.3559 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.7499 loss: 0.7499 2022/08/11 14:38:56 - mmengine - INFO - Epoch(train) [48][1380/1879] lr: 2.0000e-04 eta: 1:01:49 time: 0.8523 data_time: 0.0170 memory: 18413 grad_norm: 4.3734 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7608 loss: 0.7608 2022/08/11 14:39:13 - mmengine - INFO - Epoch(train) [48][1400/1879] lr: 2.0000e-04 eta: 1:01:32 time: 0.8575 data_time: 0.0180 memory: 18413 grad_norm: 4.5846 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8514 loss: 0.8514 2022/08/11 14:39:30 - mmengine - INFO - Epoch(train) [48][1420/1879] lr: 2.0000e-04 eta: 1:01:15 time: 0.8536 data_time: 0.0177 memory: 18413 grad_norm: 4.4268 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7438 loss: 0.7438 2022/08/11 14:39:48 - mmengine - INFO - Epoch(train) [48][1440/1879] lr: 2.0000e-04 eta: 1:00:57 time: 0.8783 data_time: 0.0331 memory: 18413 grad_norm: 4.3232 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.6653 loss: 0.6653 2022/08/11 14:40:05 - mmengine - INFO - Epoch(train) [48][1460/1879] lr: 2.0000e-04 eta: 1:00:40 time: 0.8548 data_time: 0.0168 memory: 18413 grad_norm: 4.5022 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.6154 loss: 0.6154 2022/08/11 14:40:23 - mmengine - INFO - Epoch(train) [48][1480/1879] lr: 2.0000e-04 eta: 1:00:22 time: 0.9017 data_time: 0.0552 memory: 18413 grad_norm: 4.3545 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7176 loss: 0.7176 2022/08/11 14:40:40 - mmengine - INFO - Epoch(train) [48][1500/1879] lr: 2.0000e-04 eta: 1:00:05 time: 0.8495 data_time: 0.0172 memory: 18413 grad_norm: 4.3978 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.7787 loss: 0.7787 2022/08/11 14:40:57 - mmengine - INFO - Epoch(train) [48][1520/1879] lr: 2.0000e-04 eta: 0:59:47 time: 0.8542 data_time: 0.0183 memory: 18413 grad_norm: 4.5046 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7858 loss: 0.7858 2022/08/11 14:41:14 - mmengine - INFO - Epoch(train) [48][1540/1879] lr: 2.0000e-04 eta: 0:59:30 time: 0.8569 data_time: 0.0188 memory: 18413 grad_norm: 4.3943 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 0.7292 loss: 0.7292 2022/08/11 14:41:31 - mmengine - INFO - Epoch(train) [48][1560/1879] lr: 2.0000e-04 eta: 0:59:13 time: 0.8613 data_time: 0.0187 memory: 18413 grad_norm: 4.4018 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.7699 loss: 0.7699 2022/08/11 14:41:48 - mmengine - INFO - Epoch(train) [48][1580/1879] lr: 2.0000e-04 eta: 0:58:55 time: 0.8540 data_time: 0.0175 memory: 18413 grad_norm: 4.3850 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.6709 loss: 0.6709 2022/08/11 14:42:05 - mmengine - INFO - Epoch(train) [48][1600/1879] lr: 2.0000e-04 eta: 0:58:38 time: 0.8563 data_time: 0.0212 memory: 18413 grad_norm: 4.5595 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7758 loss: 0.7758 2022/08/11 14:42:22 - mmengine - INFO - Epoch(train) [48][1620/1879] lr: 2.0000e-04 eta: 0:58:20 time: 0.8489 data_time: 0.0158 memory: 18413 grad_norm: 4.3878 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8687 loss: 0.8687 2022/08/11 14:42:39 - mmengine - INFO - Epoch(train) [48][1640/1879] lr: 2.0000e-04 eta: 0:58:03 time: 0.8526 data_time: 0.0180 memory: 18413 grad_norm: 4.4313 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7185 loss: 0.7185 2022/08/11 14:42:57 - mmengine - INFO - Epoch(train) [48][1660/1879] lr: 2.0000e-04 eta: 0:57:45 time: 0.8575 data_time: 0.0202 memory: 18413 grad_norm: 4.4754 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7634 loss: 0.7634 2022/08/11 14:43:14 - mmengine - INFO - Epoch(train) [48][1680/1879] lr: 2.0000e-04 eta: 0:57:28 time: 0.8544 data_time: 0.0184 memory: 18413 grad_norm: 4.2467 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8622 loss: 0.8622 2022/08/11 14:43:20 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 14:43:31 - mmengine - INFO - Epoch(train) [48][1700/1879] lr: 2.0000e-04 eta: 0:57:10 time: 0.8546 data_time: 0.0167 memory: 18413 grad_norm: 4.4445 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.9598 loss: 0.9598 2022/08/11 14:43:48 - mmengine - INFO - Epoch(train) [48][1720/1879] lr: 2.0000e-04 eta: 0:56:53 time: 0.8597 data_time: 0.0183 memory: 18413 grad_norm: 4.2597 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7091 loss: 0.7091 2022/08/11 14:44:05 - mmengine - INFO - Epoch(train) [48][1740/1879] lr: 2.0000e-04 eta: 0:56:36 time: 0.8546 data_time: 0.0193 memory: 18413 grad_norm: 4.3892 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7393 loss: 0.7393 2022/08/11 14:44:22 - mmengine - INFO - Epoch(train) [48][1760/1879] lr: 2.0000e-04 eta: 0:56:18 time: 0.8592 data_time: 0.0206 memory: 18413 grad_norm: 4.3651 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7936 loss: 0.7936 2022/08/11 14:44:39 - mmengine - INFO - Epoch(train) [48][1780/1879] lr: 2.0000e-04 eta: 0:56:01 time: 0.8544 data_time: 0.0162 memory: 18413 grad_norm: 4.3775 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.5928 loss: 0.5928 2022/08/11 14:44:57 - mmengine - INFO - Epoch(train) [48][1800/1879] lr: 2.0000e-04 eta: 0:55:43 time: 0.8641 data_time: 0.0215 memory: 18413 grad_norm: 4.3342 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7109 loss: 0.7109 2022/08/11 14:45:16 - mmengine - INFO - Epoch(train) [48][1820/1879] lr: 2.0000e-04 eta: 0:55:26 time: 0.9636 data_time: 0.0245 memory: 18413 grad_norm: 4.2809 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7526 loss: 0.7526 2022/08/11 14:45:35 - mmengine - INFO - Epoch(train) [48][1840/1879] lr: 2.0000e-04 eta: 0:55:08 time: 0.9360 data_time: 0.0197 memory: 18413 grad_norm: 4.4661 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.6625 loss: 0.6625 2022/08/11 14:45:52 - mmengine - INFO - Epoch(train) [48][1860/1879] lr: 2.0000e-04 eta: 0:54:51 time: 0.8589 data_time: 0.0221 memory: 18413 grad_norm: 4.4328 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7577 loss: 0.7577 2022/08/11 14:46:08 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 14:46:08 - mmengine - INFO - Epoch(train) [48][1879/1879] lr: 2.0000e-04 eta: 0:54:51 time: 0.8488 data_time: 0.0189 memory: 18413 grad_norm: 4.6148 top1_acc: 0.8571 top5_acc: 0.8571 loss_cls: 0.7215 loss: 0.7215 2022/08/11 14:46:08 - mmengine - INFO - Saving checkpoint at 48 epochs 2022/08/11 14:46:24 - mmengine - INFO - Epoch(val) [48][20/155] eta: 0:01:28 time: 0.6592 data_time: 0.4184 memory: 2590 2022/08/11 14:46:33 - mmengine - INFO - Epoch(val) [48][40/155] eta: 0:00:52 time: 0.4556 data_time: 0.2150 memory: 2590 2022/08/11 14:46:44 - mmengine - INFO - Epoch(val) [48][60/155] eta: 0:00:49 time: 0.5247 data_time: 0.2868 memory: 2590 2022/08/11 14:46:52 - mmengine - INFO - Epoch(val) [48][80/155] eta: 0:00:32 time: 0.4276 data_time: 0.1893 memory: 2590 2022/08/11 14:47:02 - mmengine - INFO - Epoch(val) [48][100/155] eta: 0:00:27 time: 0.5027 data_time: 0.2640 memory: 2590 2022/08/11 14:47:11 - mmengine - INFO - Epoch(val) [48][120/155] eta: 0:00:15 time: 0.4444 data_time: 0.2081 memory: 2590 2022/08/11 14:47:23 - mmengine - INFO - Epoch(val) [48][140/155] eta: 0:00:08 time: 0.5882 data_time: 0.3519 memory: 2590 2022/08/11 14:47:52 - mmengine - INFO - Epoch(val) [48][155/155] acc/top1: 0.7274 acc/top5: 0.9058 acc/mean1: 0.7273 2022/08/11 14:47:53 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_48.pth is removed 2022/08/11 14:47:54 - mmengine - INFO - The best checkpoint with 0.7274 acc/top1 at 49 epoch is saved to best_acc/top1_epoch_49.pth. 2022/08/11 14:48:18 - mmengine - INFO - Epoch(train) [49][20/1879] lr: 2.0000e-04 eta: 0:54:17 time: 1.1784 data_time: 0.3450 memory: 18413 grad_norm: 4.3931 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.8045 loss: 0.8045 2022/08/11 14:48:35 - mmengine - INFO - Epoch(train) [49][40/1879] lr: 2.0000e-04 eta: 0:53:59 time: 0.8552 data_time: 0.0195 memory: 18413 grad_norm: 4.2793 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.6378 loss: 0.6378 2022/08/11 14:48:52 - mmengine - INFO - Epoch(train) [49][60/1879] lr: 2.0000e-04 eta: 0:53:42 time: 0.8489 data_time: 0.0174 memory: 18413 grad_norm: 4.5564 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 0.7649 loss: 0.7649 2022/08/11 14:49:09 - mmengine - INFO - Epoch(train) [49][80/1879] lr: 2.0000e-04 eta: 0:53:24 time: 0.8538 data_time: 0.0187 memory: 18413 grad_norm: 4.3825 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7092 loss: 0.7092 2022/08/11 14:49:26 - mmengine - INFO - Epoch(train) [49][100/1879] lr: 2.0000e-04 eta: 0:53:07 time: 0.8586 data_time: 0.0184 memory: 18413 grad_norm: 4.4797 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7496 loss: 0.7496 2022/08/11 14:49:44 - mmengine - INFO - Epoch(train) [49][120/1879] lr: 2.0000e-04 eta: 0:52:49 time: 0.8754 data_time: 0.0280 memory: 18413 grad_norm: 4.3382 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.5974 loss: 0.5974 2022/08/11 14:50:01 - mmengine - INFO - Epoch(train) [49][140/1879] lr: 2.0000e-04 eta: 0:52:32 time: 0.8760 data_time: 0.0187 memory: 18413 grad_norm: 4.2870 top1_acc: 0.5625 top5_acc: 1.0000 loss_cls: 0.7326 loss: 0.7326 2022/08/11 14:50:19 - mmengine - INFO - Epoch(train) [49][160/1879] lr: 2.0000e-04 eta: 0:52:15 time: 0.8653 data_time: 0.0182 memory: 18413 grad_norm: 4.4630 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7400 loss: 0.7400 2022/08/11 14:50:36 - mmengine - INFO - Epoch(train) [49][180/1879] lr: 2.0000e-04 eta: 0:51:57 time: 0.8546 data_time: 0.0211 memory: 18413 grad_norm: 4.3447 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6921 loss: 0.6921 2022/08/11 14:50:53 - mmengine - INFO - Epoch(train) [49][200/1879] lr: 2.0000e-04 eta: 0:51:40 time: 0.8536 data_time: 0.0176 memory: 18413 grad_norm: 4.3889 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7635 loss: 0.7635 2022/08/11 14:51:10 - mmengine - INFO - Epoch(train) [49][220/1879] lr: 2.0000e-04 eta: 0:51:22 time: 0.8495 data_time: 0.0161 memory: 18413 grad_norm: 4.4455 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6756 loss: 0.6756 2022/08/11 14:51:27 - mmengine - INFO - Epoch(train) [49][240/1879] lr: 2.0000e-04 eta: 0:51:05 time: 0.8525 data_time: 0.0171 memory: 18413 grad_norm: 4.5259 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.7147 loss: 0.7147 2022/08/11 14:51:44 - mmengine - INFO - Epoch(train) [49][260/1879] lr: 2.0000e-04 eta: 0:50:47 time: 0.8645 data_time: 0.0212 memory: 18413 grad_norm: 4.2489 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 0.8010 loss: 0.8010 2022/08/11 14:52:01 - mmengine - INFO - Epoch(train) [49][280/1879] lr: 2.0000e-04 eta: 0:50:30 time: 0.8602 data_time: 0.0181 memory: 18413 grad_norm: 4.1341 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.7568 loss: 0.7568 2022/08/11 14:52:18 - mmengine - INFO - Epoch(train) [49][300/1879] lr: 2.0000e-04 eta: 0:50:13 time: 0.8573 data_time: 0.0192 memory: 18413 grad_norm: 4.5139 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6549 loss: 0.6549 2022/08/11 14:52:36 - mmengine - INFO - Epoch(train) [49][320/1879] lr: 2.0000e-04 eta: 0:49:55 time: 0.8647 data_time: 0.0176 memory: 18413 grad_norm: 4.2410 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.6896 loss: 0.6896 2022/08/11 14:52:53 - mmengine - INFO - Epoch(train) [49][340/1879] lr: 2.0000e-04 eta: 0:49:38 time: 0.8577 data_time: 0.0208 memory: 18413 grad_norm: 4.2485 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.8204 loss: 0.8204 2022/08/11 14:53:10 - mmengine - INFO - Epoch(train) [49][360/1879] lr: 2.0000e-04 eta: 0:49:20 time: 0.8621 data_time: 0.0187 memory: 18413 grad_norm: 4.3611 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 0.7584 loss: 0.7584 2022/08/11 14:53:33 - mmengine - INFO - Epoch(train) [49][380/1879] lr: 2.0000e-04 eta: 0:49:03 time: 1.1569 data_time: 0.0182 memory: 18413 grad_norm: 4.3924 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 0.6714 loss: 0.6714 2022/08/11 14:53:51 - mmengine - INFO - Epoch(train) [49][400/1879] lr: 2.0000e-04 eta: 0:48:46 time: 0.8579 data_time: 0.0195 memory: 18413 grad_norm: 4.5413 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7281 loss: 0.7281 2022/08/11 14:54:08 - mmengine - INFO - Epoch(train) [49][420/1879] lr: 2.0000e-04 eta: 0:48:28 time: 0.8578 data_time: 0.0182 memory: 18413 grad_norm: 4.3990 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.6293 loss: 0.6293 2022/08/11 14:54:25 - mmengine - INFO - Epoch(train) [49][440/1879] lr: 2.0000e-04 eta: 0:48:11 time: 0.8680 data_time: 0.0273 memory: 18413 grad_norm: 4.6720 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.8465 loss: 0.8465 2022/08/11 14:54:42 - mmengine - INFO - Epoch(train) [49][460/1879] lr: 2.0000e-04 eta: 0:47:53 time: 0.8603 data_time: 0.0183 memory: 18413 grad_norm: 4.3351 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.6645 loss: 0.6645 2022/08/11 14:54:59 - mmengine - INFO - Epoch(train) [49][480/1879] lr: 2.0000e-04 eta: 0:47:36 time: 0.8578 data_time: 0.0190 memory: 18413 grad_norm: 4.4416 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7824 loss: 0.7824 2022/08/11 14:55:17 - mmengine - INFO - Epoch(train) [49][500/1879] lr: 2.0000e-04 eta: 0:47:18 time: 0.8603 data_time: 0.0192 memory: 18413 grad_norm: 4.3698 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7445 loss: 0.7445 2022/08/11 14:55:34 - mmengine - INFO - Epoch(train) [49][520/1879] lr: 2.0000e-04 eta: 0:47:01 time: 0.8593 data_time: 0.0186 memory: 18413 grad_norm: 4.3777 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7344 loss: 0.7344 2022/08/11 14:55:51 - mmengine - INFO - Epoch(train) [49][540/1879] lr: 2.0000e-04 eta: 0:46:44 time: 0.8663 data_time: 0.0257 memory: 18413 grad_norm: 4.4267 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.6913 loss: 0.6913 2022/08/11 14:56:08 - mmengine - INFO - Epoch(train) [49][560/1879] lr: 2.0000e-04 eta: 0:46:26 time: 0.8571 data_time: 0.0186 memory: 18413 grad_norm: 4.3933 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7004 loss: 0.7004 2022/08/11 14:56:28 - mmengine - INFO - Epoch(train) [49][580/1879] lr: 2.0000e-04 eta: 0:46:09 time: 0.9864 data_time: 0.0194 memory: 18413 grad_norm: 4.3011 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7397 loss: 0.7397 2022/08/11 14:56:45 - mmengine - INFO - Epoch(train) [49][600/1879] lr: 2.0000e-04 eta: 0:45:51 time: 0.8615 data_time: 0.0184 memory: 18413 grad_norm: 4.3894 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7798 loss: 0.7798 2022/08/11 14:57:03 - mmengine - INFO - Epoch(train) [49][620/1879] lr: 2.0000e-04 eta: 0:45:34 time: 0.8634 data_time: 0.0222 memory: 18413 grad_norm: 4.3267 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7685 loss: 0.7685 2022/08/11 14:57:20 - mmengine - INFO - Epoch(train) [49][640/1879] lr: 2.0000e-04 eta: 0:45:16 time: 0.8603 data_time: 0.0169 memory: 18413 grad_norm: 4.3737 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.7405 loss: 0.7405 2022/08/11 14:57:37 - mmengine - INFO - Epoch(train) [49][660/1879] lr: 2.0000e-04 eta: 0:44:59 time: 0.8585 data_time: 0.0180 memory: 18413 grad_norm: 4.4085 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.6877 loss: 0.6877 2022/08/11 14:57:54 - mmengine - INFO - Epoch(train) [49][680/1879] lr: 2.0000e-04 eta: 0:44:42 time: 0.8731 data_time: 0.0178 memory: 18413 grad_norm: 4.5133 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7204 loss: 0.7204 2022/08/11 14:58:12 - mmengine - INFO - Epoch(train) [49][700/1879] lr: 2.0000e-04 eta: 0:44:24 time: 0.8589 data_time: 0.0195 memory: 18413 grad_norm: 4.4496 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7413 loss: 0.7413 2022/08/11 14:58:29 - mmengine - INFO - Epoch(train) [49][720/1879] lr: 2.0000e-04 eta: 0:44:07 time: 0.8634 data_time: 0.0214 memory: 18413 grad_norm: 4.4106 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 0.8397 loss: 0.8397 2022/08/11 14:58:46 - mmengine - INFO - Epoch(train) [49][740/1879] lr: 2.0000e-04 eta: 0:43:49 time: 0.8724 data_time: 0.0275 memory: 18413 grad_norm: 4.2684 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7177 loss: 0.7177 2022/08/11 14:59:04 - mmengine - INFO - Epoch(train) [49][760/1879] lr: 2.0000e-04 eta: 0:43:32 time: 0.8573 data_time: 0.0199 memory: 18413 grad_norm: 4.3959 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7244 loss: 0.7244 2022/08/11 14:59:21 - mmengine - INFO - Epoch(train) [49][780/1879] lr: 2.0000e-04 eta: 0:43:14 time: 0.8533 data_time: 0.0169 memory: 18413 grad_norm: 4.4690 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.6675 loss: 0.6675 2022/08/11 14:59:38 - mmengine - INFO - Epoch(train) [49][800/1879] lr: 2.0000e-04 eta: 0:42:57 time: 0.8565 data_time: 0.0180 memory: 18413 grad_norm: 4.1956 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.8273 loss: 0.8273 2022/08/11 14:59:45 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 14:59:55 - mmengine - INFO - Epoch(train) [49][820/1879] lr: 2.0000e-04 eta: 0:42:40 time: 0.8543 data_time: 0.0184 memory: 18413 grad_norm: 4.2987 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7961 loss: 0.7961 2022/08/11 15:00:12 - mmengine - INFO - Epoch(train) [49][840/1879] lr: 2.0000e-04 eta: 0:42:22 time: 0.8682 data_time: 0.0190 memory: 18413 grad_norm: 4.3863 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7144 loss: 0.7144 2022/08/11 15:00:30 - mmengine - INFO - Epoch(train) [49][860/1879] lr: 2.0000e-04 eta: 0:42:05 time: 0.8740 data_time: 0.0184 memory: 18413 grad_norm: 4.4297 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6953 loss: 0.6953 2022/08/11 15:00:47 - mmengine - INFO - Epoch(train) [49][880/1879] lr: 2.0000e-04 eta: 0:41:47 time: 0.8567 data_time: 0.0176 memory: 18413 grad_norm: 4.3339 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 0.6400 loss: 0.6400 2022/08/11 15:01:04 - mmengine - INFO - Epoch(train) [49][900/1879] lr: 2.0000e-04 eta: 0:41:30 time: 0.8597 data_time: 0.0242 memory: 18413 grad_norm: 4.3061 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7064 loss: 0.7064 2022/08/11 15:01:21 - mmengine - INFO - Epoch(train) [49][920/1879] lr: 2.0000e-04 eta: 0:41:12 time: 0.8536 data_time: 0.0204 memory: 18413 grad_norm: 4.3482 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7070 loss: 0.7070 2022/08/11 15:01:38 - mmengine - INFO - Epoch(train) [49][940/1879] lr: 2.0000e-04 eta: 0:40:55 time: 0.8501 data_time: 0.0185 memory: 18413 grad_norm: 4.4872 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.8104 loss: 0.8104 2022/08/11 15:01:55 - mmengine - INFO - Epoch(train) [49][960/1879] lr: 2.0000e-04 eta: 0:40:37 time: 0.8476 data_time: 0.0183 memory: 18413 grad_norm: 4.3525 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.6951 loss: 0.6951 2022/08/11 15:02:12 - mmengine - INFO - Epoch(train) [49][980/1879] lr: 2.0000e-04 eta: 0:40:20 time: 0.8492 data_time: 0.0179 memory: 18413 grad_norm: 4.4357 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.6867 loss: 0.6867 2022/08/11 15:02:29 - mmengine - INFO - Epoch(train) [49][1000/1879] lr: 2.0000e-04 eta: 0:40:03 time: 0.8529 data_time: 0.0200 memory: 18413 grad_norm: 4.5289 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6608 loss: 0.6608 2022/08/11 15:02:46 - mmengine - INFO - Epoch(train) [49][1020/1879] lr: 2.0000e-04 eta: 0:39:45 time: 0.8510 data_time: 0.0192 memory: 18413 grad_norm: 4.3905 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7561 loss: 0.7561 2022/08/11 15:03:03 - mmengine - INFO - Epoch(train) [49][1040/1879] lr: 2.0000e-04 eta: 0:39:28 time: 0.8518 data_time: 0.0200 memory: 18413 grad_norm: 4.3567 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.6513 loss: 0.6513 2022/08/11 15:03:20 - mmengine - INFO - Epoch(train) [49][1060/1879] lr: 2.0000e-04 eta: 0:39:10 time: 0.8518 data_time: 0.0181 memory: 18413 grad_norm: 4.4508 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8469 loss: 0.8469 2022/08/11 15:03:37 - mmengine - INFO - Epoch(train) [49][1080/1879] lr: 2.0000e-04 eta: 0:38:53 time: 0.8542 data_time: 0.0175 memory: 18413 grad_norm: 4.4409 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.6550 loss: 0.6550 2022/08/11 15:03:55 - mmengine - INFO - Epoch(train) [49][1100/1879] lr: 2.0000e-04 eta: 0:38:35 time: 0.8643 data_time: 0.0195 memory: 18413 grad_norm: 4.2362 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.6916 loss: 0.6916 2022/08/11 15:04:12 - mmengine - INFO - Epoch(train) [49][1120/1879] lr: 2.0000e-04 eta: 0:38:18 time: 0.8474 data_time: 0.0177 memory: 18413 grad_norm: 4.3532 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.6088 loss: 0.6088 2022/08/11 15:04:29 - mmengine - INFO - Epoch(train) [49][1140/1879] lr: 2.0000e-04 eta: 0:38:01 time: 0.8509 data_time: 0.0176 memory: 18413 grad_norm: 4.5171 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7438 loss: 0.7438 2022/08/11 15:04:46 - mmengine - INFO - Epoch(train) [49][1160/1879] lr: 2.0000e-04 eta: 0:37:43 time: 0.8533 data_time: 0.0172 memory: 18413 grad_norm: 4.4700 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8926 loss: 0.8926 2022/08/11 15:05:03 - mmengine - INFO - Epoch(train) [49][1180/1879] lr: 2.0000e-04 eta: 0:37:26 time: 0.8490 data_time: 0.0196 memory: 18413 grad_norm: 4.4094 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.7441 loss: 0.7441 2022/08/11 15:05:20 - mmengine - INFO - Epoch(train) [49][1200/1879] lr: 2.0000e-04 eta: 0:37:08 time: 0.8890 data_time: 0.0540 memory: 18413 grad_norm: 4.4526 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.6687 loss: 0.6687 2022/08/11 15:05:37 - mmengine - INFO - Epoch(train) [49][1220/1879] lr: 2.0000e-04 eta: 0:36:51 time: 0.8487 data_time: 0.0182 memory: 18413 grad_norm: 4.4184 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.6501 loss: 0.6501 2022/08/11 15:05:54 - mmengine - INFO - Epoch(train) [49][1240/1879] lr: 2.0000e-04 eta: 0:36:33 time: 0.8475 data_time: 0.0193 memory: 18413 grad_norm: 4.4132 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8065 loss: 0.8065 2022/08/11 15:06:11 - mmengine - INFO - Epoch(train) [49][1260/1879] lr: 2.0000e-04 eta: 0:36:16 time: 0.8471 data_time: 0.0169 memory: 18413 grad_norm: 4.2876 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8232 loss: 0.8232 2022/08/11 15:06:28 - mmengine - INFO - Epoch(train) [49][1280/1879] lr: 2.0000e-04 eta: 0:35:59 time: 0.8523 data_time: 0.0190 memory: 18413 grad_norm: 4.5279 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7612 loss: 0.7612 2022/08/11 15:06:46 - mmengine - INFO - Epoch(train) [49][1300/1879] lr: 2.0000e-04 eta: 0:35:41 time: 0.8544 data_time: 0.0203 memory: 18413 grad_norm: 4.5974 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7271 loss: 0.7271 2022/08/11 15:07:03 - mmengine - INFO - Epoch(train) [49][1320/1879] lr: 2.0000e-04 eta: 0:35:24 time: 0.8488 data_time: 0.0184 memory: 18413 grad_norm: 4.3467 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6818 loss: 0.6818 2022/08/11 15:07:20 - mmengine - INFO - Epoch(train) [49][1340/1879] lr: 2.0000e-04 eta: 0:35:06 time: 0.8554 data_time: 0.0205 memory: 18413 grad_norm: 4.4762 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7251 loss: 0.7251 2022/08/11 15:07:37 - mmengine - INFO - Epoch(train) [49][1360/1879] lr: 2.0000e-04 eta: 0:34:49 time: 0.8640 data_time: 0.0232 memory: 18413 grad_norm: 4.3686 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.5740 loss: 0.5740 2022/08/11 15:07:55 - mmengine - INFO - Epoch(train) [49][1380/1879] lr: 2.0000e-04 eta: 0:34:31 time: 0.8797 data_time: 0.0192 memory: 18413 grad_norm: 4.1674 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7670 loss: 0.7670 2022/08/11 15:08:12 - mmengine - INFO - Epoch(train) [49][1400/1879] lr: 2.0000e-04 eta: 0:34:14 time: 0.8695 data_time: 0.0171 memory: 18413 grad_norm: 4.4865 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 0.6469 loss: 0.6469 2022/08/11 15:08:33 - mmengine - INFO - Epoch(train) [49][1420/1879] lr: 2.0000e-04 eta: 0:33:57 time: 1.0324 data_time: 0.0168 memory: 18413 grad_norm: 4.4486 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 0.7247 loss: 0.7247 2022/08/11 15:08:50 - mmengine - INFO - Epoch(train) [49][1440/1879] lr: 2.0000e-04 eta: 0:33:39 time: 0.8531 data_time: 0.0165 memory: 18413 grad_norm: 4.3371 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7687 loss: 0.7687 2022/08/11 15:09:07 - mmengine - INFO - Epoch(train) [49][1460/1879] lr: 2.0000e-04 eta: 0:33:22 time: 0.8513 data_time: 0.0186 memory: 18413 grad_norm: 4.5682 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 0.8009 loss: 0.8009 2022/08/11 15:09:24 - mmengine - INFO - Epoch(train) [49][1480/1879] lr: 2.0000e-04 eta: 0:33:04 time: 0.8550 data_time: 0.0187 memory: 18413 grad_norm: 4.4189 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8306 loss: 0.8306 2022/08/11 15:09:41 - mmengine - INFO - Epoch(train) [49][1500/1879] lr: 2.0000e-04 eta: 0:32:47 time: 0.8842 data_time: 0.0191 memory: 18413 grad_norm: 4.3635 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.6682 loss: 0.6682 2022/08/11 15:09:59 - mmengine - INFO - Epoch(train) [49][1520/1879] lr: 2.0000e-04 eta: 0:32:29 time: 0.8594 data_time: 0.0155 memory: 18413 grad_norm: 4.3513 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.6876 loss: 0.6876 2022/08/11 15:10:16 - mmengine - INFO - Epoch(train) [49][1540/1879] lr: 2.0000e-04 eta: 0:32:12 time: 0.8644 data_time: 0.0214 memory: 18413 grad_norm: 4.3383 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7832 loss: 0.7832 2022/08/11 15:10:34 - mmengine - INFO - Epoch(train) [49][1560/1879] lr: 2.0000e-04 eta: 0:31:55 time: 0.8933 data_time: 0.0397 memory: 18413 grad_norm: 4.5324 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8495 loss: 0.8495 2022/08/11 15:10:51 - mmengine - INFO - Epoch(train) [49][1580/1879] lr: 2.0000e-04 eta: 0:31:37 time: 0.8537 data_time: 0.0177 memory: 18413 grad_norm: 4.4383 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6948 loss: 0.6948 2022/08/11 15:11:08 - mmengine - INFO - Epoch(train) [49][1600/1879] lr: 2.0000e-04 eta: 0:31:20 time: 0.8626 data_time: 0.0188 memory: 18413 grad_norm: 4.3593 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7001 loss: 0.7001 2022/08/11 15:11:25 - mmengine - INFO - Epoch(train) [49][1620/1879] lr: 2.0000e-04 eta: 0:31:02 time: 0.8631 data_time: 0.0185 memory: 18413 grad_norm: 4.4621 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7322 loss: 0.7322 2022/08/11 15:11:43 - mmengine - INFO - Epoch(train) [49][1640/1879] lr: 2.0000e-04 eta: 0:30:45 time: 0.8555 data_time: 0.0201 memory: 18413 grad_norm: 4.2116 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6507 loss: 0.6507 2022/08/11 15:12:00 - mmengine - INFO - Epoch(train) [49][1660/1879] lr: 2.0000e-04 eta: 0:30:27 time: 0.8585 data_time: 0.0173 memory: 18413 grad_norm: 4.2719 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.8689 loss: 0.8689 2022/08/11 15:12:17 - mmengine - INFO - Epoch(train) [49][1680/1879] lr: 2.0000e-04 eta: 0:30:10 time: 0.8646 data_time: 0.0190 memory: 18413 grad_norm: 4.3613 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.6955 loss: 0.6955 2022/08/11 15:12:35 - mmengine - INFO - Epoch(train) [49][1700/1879] lr: 2.0000e-04 eta: 0:29:53 time: 0.8708 data_time: 0.0249 memory: 18413 grad_norm: 4.5555 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7685 loss: 0.7685 2022/08/11 15:12:52 - mmengine - INFO - Epoch(train) [49][1720/1879] lr: 2.0000e-04 eta: 0:29:35 time: 0.8500 data_time: 0.0190 memory: 18413 grad_norm: 4.3313 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7437 loss: 0.7437 2022/08/11 15:13:09 - mmengine - INFO - Epoch(train) [49][1740/1879] lr: 2.0000e-04 eta: 0:29:18 time: 0.8539 data_time: 0.0197 memory: 18413 grad_norm: 4.4951 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 0.7998 loss: 0.7998 2022/08/11 15:13:26 - mmengine - INFO - Epoch(train) [49][1760/1879] lr: 2.0000e-04 eta: 0:29:00 time: 0.8546 data_time: 0.0182 memory: 18413 grad_norm: 4.4694 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7833 loss: 0.7833 2022/08/11 15:13:43 - mmengine - INFO - Epoch(train) [49][1780/1879] lr: 2.0000e-04 eta: 0:28:43 time: 0.8453 data_time: 0.0179 memory: 18413 grad_norm: 4.2605 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7777 loss: 0.7777 2022/08/11 15:14:00 - mmengine - INFO - Epoch(train) [49][1800/1879] lr: 2.0000e-04 eta: 0:28:25 time: 0.8552 data_time: 0.0168 memory: 18413 grad_norm: 4.2216 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7194 loss: 0.7194 2022/08/11 15:14:07 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 15:14:17 - mmengine - INFO - Epoch(train) [49][1820/1879] lr: 2.0000e-04 eta: 0:28:08 time: 0.8569 data_time: 0.0202 memory: 18413 grad_norm: 4.5118 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 0.8167 loss: 0.8167 2022/08/11 15:14:34 - mmengine - INFO - Epoch(train) [49][1840/1879] lr: 2.0000e-04 eta: 0:27:51 time: 0.8495 data_time: 0.0172 memory: 18413 grad_norm: 4.5882 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.8870 loss: 0.8870 2022/08/11 15:14:51 - mmengine - INFO - Epoch(train) [49][1860/1879] lr: 2.0000e-04 eta: 0:27:33 time: 0.8510 data_time: 0.0179 memory: 18413 grad_norm: 4.5671 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 0.6333 loss: 0.6333 2022/08/11 15:15:07 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 15:15:07 - mmengine - INFO - Epoch(train) [49][1879/1879] lr: 2.0000e-04 eta: 0:27:33 time: 0.8329 data_time: 0.0169 memory: 18413 grad_norm: 4.5038 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 0.7605 loss: 0.7605 2022/08/11 15:15:21 - mmengine - INFO - Epoch(val) [49][20/155] eta: 0:01:31 time: 0.6750 data_time: 0.4366 memory: 2590 2022/08/11 15:15:29 - mmengine - INFO - Epoch(val) [49][40/155] eta: 0:00:46 time: 0.4072 data_time: 0.1705 memory: 2590 2022/08/11 15:15:39 - mmengine - INFO - Epoch(val) [49][60/155] eta: 0:00:46 time: 0.4894 data_time: 0.2524 memory: 2590 2022/08/11 15:15:47 - mmengine - INFO - Epoch(val) [49][80/155] eta: 0:00:29 time: 0.3957 data_time: 0.1596 memory: 2590 2022/08/11 15:15:56 - mmengine - INFO - Epoch(val) [49][100/155] eta: 0:00:25 time: 0.4685 data_time: 0.2323 memory: 2590 2022/08/11 15:16:04 - mmengine - INFO - Epoch(val) [49][120/155] eta: 0:00:14 time: 0.4004 data_time: 0.1643 memory: 2590 2022/08/11 15:16:14 - mmengine - INFO - Epoch(val) [49][140/155] eta: 0:00:07 time: 0.5138 data_time: 0.2766 memory: 2590 2022/08/11 15:16:58 - mmengine - INFO - Epoch(val) [49][155/155] acc/top1: 0.7260 acc/top5: 0.9055 acc/mean1: 0.7258 2022/08/11 15:17:24 - mmengine - INFO - Epoch(train) [50][20/1879] lr: 2.0000e-04 eta: 0:26:59 time: 1.2937 data_time: 0.4602 memory: 18413 grad_norm: 4.3842 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.6841 loss: 0.6841 2022/08/11 15:17:41 - mmengine - INFO - Epoch(train) [50][40/1879] lr: 2.0000e-04 eta: 0:26:42 time: 0.8509 data_time: 0.0184 memory: 18413 grad_norm: 4.4292 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7224 loss: 0.7224 2022/08/11 15:17:58 - mmengine - INFO - Epoch(train) [50][60/1879] lr: 2.0000e-04 eta: 0:26:24 time: 0.8478 data_time: 0.0170 memory: 18413 grad_norm: 4.4954 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7907 loss: 0.7907 2022/08/11 15:18:15 - mmengine - INFO - Epoch(train) [50][80/1879] lr: 2.0000e-04 eta: 0:26:07 time: 0.8458 data_time: 0.0182 memory: 18413 grad_norm: 4.4416 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7484 loss: 0.7484 2022/08/11 15:18:32 - mmengine - INFO - Epoch(train) [50][100/1879] lr: 2.0000e-04 eta: 0:25:49 time: 0.8483 data_time: 0.0204 memory: 18413 grad_norm: 4.4822 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.5964 loss: 0.5964 2022/08/11 15:18:49 - mmengine - INFO - Epoch(train) [50][120/1879] lr: 2.0000e-04 eta: 0:25:32 time: 0.8485 data_time: 0.0181 memory: 18413 grad_norm: 4.3427 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.5681 loss: 0.5681 2022/08/11 15:19:06 - mmengine - INFO - Epoch(train) [50][140/1879] lr: 2.0000e-04 eta: 0:25:14 time: 0.8507 data_time: 0.0185 memory: 18413 grad_norm: 4.4124 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.6600 loss: 0.6600 2022/08/11 15:19:23 - mmengine - INFO - Epoch(train) [50][160/1879] lr: 2.0000e-04 eta: 0:24:57 time: 0.8494 data_time: 0.0192 memory: 18413 grad_norm: 4.3412 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.6712 loss: 0.6712 2022/08/11 15:19:40 - mmengine - INFO - Epoch(train) [50][180/1879] lr: 2.0000e-04 eta: 0:24:40 time: 0.8576 data_time: 0.0256 memory: 18413 grad_norm: 4.1990 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.6550 loss: 0.6550 2022/08/11 15:19:57 - mmengine - INFO - Epoch(train) [50][200/1879] lr: 2.0000e-04 eta: 0:24:22 time: 0.8475 data_time: 0.0184 memory: 18413 grad_norm: 4.3788 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.6869 loss: 0.6869 2022/08/11 15:20:14 - mmengine - INFO - Epoch(train) [50][220/1879] lr: 2.0000e-04 eta: 0:24:05 time: 0.8589 data_time: 0.0205 memory: 18413 grad_norm: 4.3060 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8956 loss: 0.8956 2022/08/11 15:20:31 - mmengine - INFO - Epoch(train) [50][240/1879] lr: 2.0000e-04 eta: 0:23:47 time: 0.8523 data_time: 0.0179 memory: 18413 grad_norm: 4.4381 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.6778 loss: 0.6778 2022/08/11 15:20:48 - mmengine - INFO - Epoch(train) [50][260/1879] lr: 2.0000e-04 eta: 0:23:30 time: 0.8540 data_time: 0.0188 memory: 18413 grad_norm: 4.2876 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7017 loss: 0.7017 2022/08/11 15:21:05 - mmengine - INFO - Epoch(train) [50][280/1879] lr: 2.0000e-04 eta: 0:23:12 time: 0.8492 data_time: 0.0176 memory: 18413 grad_norm: 4.4301 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.7860 loss: 0.7860 2022/08/11 15:21:22 - mmengine - INFO - Epoch(train) [50][300/1879] lr: 2.0000e-04 eta: 0:22:55 time: 0.8574 data_time: 0.0206 memory: 18413 grad_norm: 4.4627 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7556 loss: 0.7556 2022/08/11 15:21:39 - mmengine - INFO - Epoch(train) [50][320/1879] lr: 2.0000e-04 eta: 0:22:38 time: 0.8555 data_time: 0.0185 memory: 18413 grad_norm: 4.4367 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7216 loss: 0.7216 2022/08/11 15:21:56 - mmengine - INFO - Epoch(train) [50][340/1879] lr: 2.0000e-04 eta: 0:22:20 time: 0.8485 data_time: 0.0189 memory: 18413 grad_norm: 4.5076 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9165 loss: 0.9165 2022/08/11 15:22:13 - mmengine - INFO - Epoch(train) [50][360/1879] lr: 2.0000e-04 eta: 0:22:03 time: 0.8538 data_time: 0.0176 memory: 18413 grad_norm: 4.3630 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7957 loss: 0.7957 2022/08/11 15:22:30 - mmengine - INFO - Epoch(train) [50][380/1879] lr: 2.0000e-04 eta: 0:21:45 time: 0.8465 data_time: 0.0182 memory: 18413 grad_norm: 4.4931 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6823 loss: 0.6823 2022/08/11 15:22:48 - mmengine - INFO - Epoch(train) [50][400/1879] lr: 2.0000e-04 eta: 0:21:28 time: 0.8569 data_time: 0.0182 memory: 18413 grad_norm: 4.5824 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.7569 loss: 0.7569 2022/08/11 15:23:05 - mmengine - INFO - Epoch(train) [50][420/1879] lr: 2.0000e-04 eta: 0:21:10 time: 0.8496 data_time: 0.0180 memory: 18413 grad_norm: 4.3575 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.6417 loss: 0.6417 2022/08/11 15:23:21 - mmengine - INFO - Epoch(train) [50][440/1879] lr: 2.0000e-04 eta: 0:20:53 time: 0.8456 data_time: 0.0176 memory: 18413 grad_norm: 4.4393 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7406 loss: 0.7406 2022/08/11 15:23:38 - mmengine - INFO - Epoch(train) [50][460/1879] lr: 2.0000e-04 eta: 0:20:36 time: 0.8492 data_time: 0.0191 memory: 18413 grad_norm: 4.4203 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7336 loss: 0.7336 2022/08/11 15:23:55 - mmengine - INFO - Epoch(train) [50][480/1879] lr: 2.0000e-04 eta: 0:20:18 time: 0.8496 data_time: 0.0184 memory: 18413 grad_norm: 4.4042 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.6324 loss: 0.6324 2022/08/11 15:24:12 - mmengine - INFO - Epoch(train) [50][500/1879] lr: 2.0000e-04 eta: 0:20:01 time: 0.8488 data_time: 0.0202 memory: 18413 grad_norm: 4.4059 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7004 loss: 0.7004 2022/08/11 15:24:30 - mmengine - INFO - Epoch(train) [50][520/1879] lr: 2.0000e-04 eta: 0:19:43 time: 0.8617 data_time: 0.0193 memory: 18413 grad_norm: 4.4569 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.6883 loss: 0.6883 2022/08/11 15:24:47 - mmengine - INFO - Epoch(train) [50][540/1879] lr: 2.0000e-04 eta: 0:19:26 time: 0.8527 data_time: 0.0188 memory: 18413 grad_norm: 4.2386 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 0.6237 loss: 0.6237 2022/08/11 15:25:04 - mmengine - INFO - Epoch(train) [50][560/1879] lr: 2.0000e-04 eta: 0:19:08 time: 0.8570 data_time: 0.0176 memory: 18413 grad_norm: 4.3166 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 0.7988 loss: 0.7988 2022/08/11 15:25:23 - mmengine - INFO - Epoch(train) [50][580/1879] lr: 2.0000e-04 eta: 0:18:51 time: 0.9412 data_time: 0.0208 memory: 18413 grad_norm: 4.4700 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6278 loss: 0.6278 2022/08/11 15:25:40 - mmengine - INFO - Epoch(train) [50][600/1879] lr: 2.0000e-04 eta: 0:18:34 time: 0.8666 data_time: 0.0203 memory: 18413 grad_norm: 4.4277 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.7305 loss: 0.7305 2022/08/11 15:25:57 - mmengine - INFO - Epoch(train) [50][620/1879] lr: 2.0000e-04 eta: 0:18:16 time: 0.8507 data_time: 0.0176 memory: 18413 grad_norm: 4.4051 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.7752 loss: 0.7752 2022/08/11 15:26:14 - mmengine - INFO - Epoch(train) [50][640/1879] lr: 2.0000e-04 eta: 0:17:59 time: 0.8635 data_time: 0.0227 memory: 18413 grad_norm: 4.3920 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7601 loss: 0.7601 2022/08/11 15:26:32 - mmengine - INFO - Epoch(train) [50][660/1879] lr: 2.0000e-04 eta: 0:17:41 time: 0.8610 data_time: 0.0171 memory: 18413 grad_norm: 4.3422 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7299 loss: 0.7299 2022/08/11 15:26:49 - mmengine - INFO - Epoch(train) [50][680/1879] lr: 2.0000e-04 eta: 0:17:24 time: 0.8658 data_time: 0.0192 memory: 18413 grad_norm: 4.3773 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7005 loss: 0.7005 2022/08/11 15:27:06 - mmengine - INFO - Epoch(train) [50][700/1879] lr: 2.0000e-04 eta: 0:17:06 time: 0.8574 data_time: 0.0179 memory: 18413 grad_norm: 4.3976 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.6585 loss: 0.6585 2022/08/11 15:27:23 - mmengine - INFO - Epoch(train) [50][720/1879] lr: 2.0000e-04 eta: 0:16:49 time: 0.8523 data_time: 0.0176 memory: 18413 grad_norm: 4.5369 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.8470 loss: 0.8470 2022/08/11 15:27:40 - mmengine - INFO - Epoch(train) [50][740/1879] lr: 2.0000e-04 eta: 0:16:32 time: 0.8557 data_time: 0.0189 memory: 18413 grad_norm: 4.3749 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6576 loss: 0.6576 2022/08/11 15:27:58 - mmengine - INFO - Epoch(train) [50][760/1879] lr: 2.0000e-04 eta: 0:16:14 time: 0.8862 data_time: 0.0181 memory: 18413 grad_norm: 4.4661 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 0.6970 loss: 0.6970 2022/08/11 15:28:15 - mmengine - INFO - Epoch(train) [50][780/1879] lr: 2.0000e-04 eta: 0:15:57 time: 0.8604 data_time: 0.0207 memory: 18413 grad_norm: 4.3453 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.5729 loss: 0.5729 2022/08/11 15:28:35 - mmengine - INFO - Epoch(train) [50][800/1879] lr: 2.0000e-04 eta: 0:15:39 time: 1.0063 data_time: 0.0174 memory: 18413 grad_norm: 4.4453 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.8351 loss: 0.8351 2022/08/11 15:28:53 - mmengine - INFO - Epoch(train) [50][820/1879] lr: 2.0000e-04 eta: 0:15:22 time: 0.8591 data_time: 0.0159 memory: 18413 grad_norm: 4.2053 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.6900 loss: 0.6900 2022/08/11 15:29:10 - mmengine - INFO - Epoch(train) [50][840/1879] lr: 2.0000e-04 eta: 0:15:05 time: 0.8601 data_time: 0.0211 memory: 18413 grad_norm: 4.4892 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.8294 loss: 0.8294 2022/08/11 15:29:27 - mmengine - INFO - Epoch(train) [50][860/1879] lr: 2.0000e-04 eta: 0:14:47 time: 0.8622 data_time: 0.0221 memory: 18413 grad_norm: 4.4950 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.7544 loss: 0.7544 2022/08/11 15:29:48 - mmengine - INFO - Epoch(train) [50][880/1879] lr: 2.0000e-04 eta: 0:14:30 time: 1.0367 data_time: 0.0163 memory: 18413 grad_norm: 4.2333 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.6697 loss: 0.6697 2022/08/11 15:30:05 - mmengine - INFO - Epoch(train) [50][900/1879] lr: 2.0000e-04 eta: 0:14:12 time: 0.8610 data_time: 0.0197 memory: 18413 grad_norm: 4.3797 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.7104 loss: 0.7104 2022/08/11 15:30:24 - mmengine - INFO - Epoch(train) [50][920/1879] lr: 2.0000e-04 eta: 0:13:55 time: 0.9561 data_time: 0.0185 memory: 18413 grad_norm: 4.4316 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.5463 loss: 0.5463 2022/08/11 15:30:32 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 15:30:45 - mmengine - INFO - Epoch(train) [50][940/1879] lr: 2.0000e-04 eta: 0:13:38 time: 1.0537 data_time: 0.0237 memory: 18413 grad_norm: 4.3385 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6658 loss: 0.6658 2022/08/11 15:31:02 - mmengine - INFO - Epoch(train) [50][960/1879] lr: 2.0000e-04 eta: 0:13:20 time: 0.8548 data_time: 0.0173 memory: 18413 grad_norm: 4.5138 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.6557 loss: 0.6557 2022/08/11 15:31:23 - mmengine - INFO - Epoch(train) [50][980/1879] lr: 2.0000e-04 eta: 0:13:03 time: 1.0161 data_time: 0.0190 memory: 18413 grad_norm: 4.6098 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.6959 loss: 0.6959 2022/08/11 15:31:40 - mmengine - INFO - Epoch(train) [50][1000/1879] lr: 2.0000e-04 eta: 0:12:45 time: 0.8639 data_time: 0.0263 memory: 18413 grad_norm: 4.3336 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7262 loss: 0.7262 2022/08/11 15:31:57 - mmengine - INFO - Epoch(train) [50][1020/1879] lr: 2.0000e-04 eta: 0:12:28 time: 0.8557 data_time: 0.0182 memory: 18413 grad_norm: 4.4466 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.6820 loss: 0.6820 2022/08/11 15:32:14 - mmengine - INFO - Epoch(train) [50][1040/1879] lr: 2.0000e-04 eta: 0:12:10 time: 0.8531 data_time: 0.0219 memory: 18413 grad_norm: 4.3517 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6331 loss: 0.6331 2022/08/11 15:32:31 - mmengine - INFO - Epoch(train) [50][1060/1879] lr: 2.0000e-04 eta: 0:11:53 time: 0.8591 data_time: 0.0160 memory: 18413 grad_norm: 4.3427 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.6036 loss: 0.6036 2022/08/11 15:32:48 - mmengine - INFO - Epoch(train) [50][1080/1879] lr: 2.0000e-04 eta: 0:11:36 time: 0.8580 data_time: 0.0192 memory: 18413 grad_norm: 4.3875 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7790 loss: 0.7790 2022/08/11 15:33:06 - mmengine - INFO - Epoch(train) [50][1100/1879] lr: 2.0000e-04 eta: 0:11:18 time: 0.8529 data_time: 0.0190 memory: 18413 grad_norm: 4.4487 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.8022 loss: 0.8022 2022/08/11 15:33:23 - mmengine - INFO - Epoch(train) [50][1120/1879] lr: 2.0000e-04 eta: 0:11:01 time: 0.8705 data_time: 0.0182 memory: 18413 grad_norm: 4.2735 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.6647 loss: 0.6647 2022/08/11 15:33:40 - mmengine - INFO - Epoch(train) [50][1140/1879] lr: 2.0000e-04 eta: 0:10:43 time: 0.8552 data_time: 0.0183 memory: 18413 grad_norm: 4.2354 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.6484 loss: 0.6484 2022/08/11 15:33:57 - mmengine - INFO - Epoch(train) [50][1160/1879] lr: 2.0000e-04 eta: 0:10:26 time: 0.8569 data_time: 0.0168 memory: 18413 grad_norm: 4.4169 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.8074 loss: 0.8074 2022/08/11 15:34:14 - mmengine - INFO - Epoch(train) [50][1180/1879] lr: 2.0000e-04 eta: 0:10:08 time: 0.8580 data_time: 0.0204 memory: 18413 grad_norm: 4.4422 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.6238 loss: 0.6238 2022/08/11 15:34:32 - mmengine - INFO - Epoch(train) [50][1200/1879] lr: 2.0000e-04 eta: 0:09:51 time: 0.8574 data_time: 0.0177 memory: 18413 grad_norm: 4.4501 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 0.7448 loss: 0.7448 2022/08/11 15:34:49 - mmengine - INFO - Epoch(train) [50][1220/1879] lr: 2.0000e-04 eta: 0:09:34 time: 0.8608 data_time: 0.0197 memory: 18413 grad_norm: 4.4099 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.7727 loss: 0.7727 2022/08/11 15:35:06 - mmengine - INFO - Epoch(train) [50][1240/1879] lr: 2.0000e-04 eta: 0:09:16 time: 0.8659 data_time: 0.0203 memory: 18413 grad_norm: 4.3209 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7470 loss: 0.7470 2022/08/11 15:35:26 - mmengine - INFO - Epoch(train) [50][1260/1879] lr: 2.0000e-04 eta: 0:08:59 time: 1.0086 data_time: 0.1729 memory: 18413 grad_norm: 4.3715 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7566 loss: 0.7566 2022/08/11 15:35:43 - mmengine - INFO - Epoch(train) [50][1280/1879] lr: 2.0000e-04 eta: 0:08:41 time: 0.8511 data_time: 0.0165 memory: 18413 grad_norm: 4.3506 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.7947 loss: 0.7947 2022/08/11 15:36:00 - mmengine - INFO - Epoch(train) [50][1300/1879] lr: 2.0000e-04 eta: 0:08:24 time: 0.8536 data_time: 0.0179 memory: 18413 grad_norm: 4.3422 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.6403 loss: 0.6403 2022/08/11 15:36:18 - mmengine - INFO - Epoch(train) [50][1320/1879] lr: 2.0000e-04 eta: 0:08:06 time: 0.8586 data_time: 0.0189 memory: 18413 grad_norm: 4.4075 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 0.6504 loss: 0.6504 2022/08/11 15:36:35 - mmengine - INFO - Epoch(train) [50][1340/1879] lr: 2.0000e-04 eta: 0:07:49 time: 0.8575 data_time: 0.0183 memory: 18413 grad_norm: 4.4267 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7148 loss: 0.7148 2022/08/11 15:36:52 - mmengine - INFO - Epoch(train) [50][1360/1879] lr: 2.0000e-04 eta: 0:07:32 time: 0.8628 data_time: 0.0174 memory: 18413 grad_norm: 4.5271 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 0.7867 loss: 0.7867 2022/08/11 15:37:09 - mmengine - INFO - Epoch(train) [50][1380/1879] lr: 2.0000e-04 eta: 0:07:14 time: 0.8681 data_time: 0.0194 memory: 18413 grad_norm: 4.4160 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.5882 loss: 0.5882 2022/08/11 15:37:27 - mmengine - INFO - Epoch(train) [50][1400/1879] lr: 2.0000e-04 eta: 0:06:57 time: 0.8577 data_time: 0.0183 memory: 18413 grad_norm: 4.4258 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.7735 loss: 0.7735 2022/08/11 15:37:44 - mmengine - INFO - Epoch(train) [50][1420/1879] lr: 2.0000e-04 eta: 0:06:39 time: 0.8604 data_time: 0.0242 memory: 18413 grad_norm: 4.5655 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.8009 loss: 0.8009 2022/08/11 15:38:02 - mmengine - INFO - Epoch(train) [50][1440/1879] lr: 2.0000e-04 eta: 0:06:22 time: 0.9133 data_time: 0.0152 memory: 18413 grad_norm: 4.3441 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.6658 loss: 0.6658 2022/08/11 15:38:24 - mmengine - INFO - Epoch(train) [50][1460/1879] lr: 2.0000e-04 eta: 0:06:05 time: 1.1026 data_time: 0.0278 memory: 18413 grad_norm: 4.4096 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.6575 loss: 0.6575 2022/08/11 15:38:41 - mmengine - INFO - Epoch(train) [50][1480/1879] lr: 2.0000e-04 eta: 0:05:47 time: 0.8556 data_time: 0.0164 memory: 18413 grad_norm: 4.3051 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.8040 loss: 0.8040 2022/08/11 15:39:04 - mmengine - INFO - Epoch(train) [50][1500/1879] lr: 2.0000e-04 eta: 0:05:30 time: 1.1452 data_time: 0.0186 memory: 18413 grad_norm: 4.4337 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 0.7854 loss: 0.7854 2022/08/11 15:39:21 - mmengine - INFO - Epoch(train) [50][1520/1879] lr: 2.0000e-04 eta: 0:05:12 time: 0.8545 data_time: 0.0180 memory: 18413 grad_norm: 4.3275 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 0.5925 loss: 0.5925 2022/08/11 15:39:38 - mmengine - INFO - Epoch(train) [50][1540/1879] lr: 2.0000e-04 eta: 0:04:55 time: 0.8607 data_time: 0.0200 memory: 18413 grad_norm: 4.3947 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6699 loss: 0.6699 2022/08/11 15:39:56 - mmengine - INFO - Epoch(train) [50][1560/1879] lr: 2.0000e-04 eta: 0:04:37 time: 0.8640 data_time: 0.0187 memory: 18413 grad_norm: 4.3075 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.7433 loss: 0.7433 2022/08/11 15:40:13 - mmengine - INFO - Epoch(train) [50][1580/1879] lr: 2.0000e-04 eta: 0:04:20 time: 0.8760 data_time: 0.0202 memory: 18413 grad_norm: 4.3744 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.5391 loss: 0.5391 2022/08/11 15:40:32 - mmengine - INFO - Epoch(train) [50][1600/1879] lr: 2.0000e-04 eta: 0:04:03 time: 0.9304 data_time: 0.0209 memory: 18413 grad_norm: 4.4267 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6427 loss: 0.6427 2022/08/11 15:40:49 - mmengine - INFO - Epoch(train) [50][1620/1879] lr: 2.0000e-04 eta: 0:03:45 time: 0.8799 data_time: 0.0206 memory: 18413 grad_norm: 4.3794 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.7037 loss: 0.7037 2022/08/11 15:41:08 - mmengine - INFO - Epoch(train) [50][1640/1879] lr: 2.0000e-04 eta: 0:03:28 time: 0.9102 data_time: 0.0183 memory: 18413 grad_norm: 4.4109 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.7389 loss: 0.7389 2022/08/11 15:41:26 - mmengine - INFO - Epoch(train) [50][1660/1879] lr: 2.0000e-04 eta: 0:03:10 time: 0.9344 data_time: 0.0987 memory: 18413 grad_norm: 4.3946 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 0.7123 loss: 0.7123 2022/08/11 15:41:44 - mmengine - INFO - Epoch(train) [50][1680/1879] lr: 2.0000e-04 eta: 0:02:53 time: 0.8575 data_time: 0.0178 memory: 18413 grad_norm: 4.2025 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6489 loss: 0.6489 2022/08/11 15:42:01 - mmengine - INFO - Epoch(train) [50][1700/1879] lr: 2.0000e-04 eta: 0:02:35 time: 0.8644 data_time: 0.0215 memory: 18413 grad_norm: 4.3055 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 0.6992 loss: 0.6992 2022/08/11 15:42:18 - mmengine - INFO - Epoch(train) [50][1720/1879] lr: 2.0000e-04 eta: 0:02:18 time: 0.8568 data_time: 0.0200 memory: 18413 grad_norm: 4.3253 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.6866 loss: 0.6866 2022/08/11 15:42:35 - mmengine - INFO - Epoch(train) [50][1740/1879] lr: 2.0000e-04 eta: 0:02:01 time: 0.8564 data_time: 0.0190 memory: 18413 grad_norm: 4.4522 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.7156 loss: 0.7156 2022/08/11 15:42:52 - mmengine - INFO - Epoch(train) [50][1760/1879] lr: 2.0000e-04 eta: 0:01:43 time: 0.8531 data_time: 0.0159 memory: 18413 grad_norm: 4.5779 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.7931 loss: 0.7931 2022/08/11 15:43:12 - mmengine - INFO - Epoch(train) [50][1780/1879] lr: 2.0000e-04 eta: 0:01:26 time: 0.9962 data_time: 0.0225 memory: 18413 grad_norm: 4.3125 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.6730 loss: 0.6730 2022/08/11 15:43:32 - mmengine - INFO - Epoch(train) [50][1800/1879] lr: 2.0000e-04 eta: 0:01:08 time: 1.0015 data_time: 0.1579 memory: 18413 grad_norm: 4.3025 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.7443 loss: 0.7443 2022/08/11 15:43:49 - mmengine - INFO - Epoch(train) [50][1820/1879] lr: 2.0000e-04 eta: 0:00:51 time: 0.8625 data_time: 0.0270 memory: 18413 grad_norm: 4.6103 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 0.7356 loss: 0.7356 2022/08/11 15:44:11 - mmengine - INFO - Epoch(train) [50][1840/1879] lr: 2.0000e-04 eta: 0:00:33 time: 1.0935 data_time: 0.2471 memory: 18413 grad_norm: 4.3973 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 0.7005 loss: 0.7005 2022/08/11 15:44:28 - mmengine - INFO - Epoch(train) [50][1860/1879] lr: 2.0000e-04 eta: 0:00:16 time: 0.8555 data_time: 0.0184 memory: 18413 grad_norm: 4.3528 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 0.6356 loss: 0.6356 2022/08/11 15:44:44 - mmengine - INFO - Exp name: tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb_20220810_150153 2022/08/11 15:44:44 - mmengine - INFO - Epoch(train) [50][1879/1879] lr: 2.0000e-04 eta: 0:00:16 time: 0.8400 data_time: 0.0160 memory: 18413 grad_norm: 4.4529 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.6163 loss: 0.6163 2022/08/11 15:44:44 - mmengine - INFO - Saving checkpoint at 50 epochs 2022/08/11 15:45:00 - mmengine - INFO - Epoch(val) [50][20/155] eta: 0:01:29 time: 0.6659 data_time: 0.4256 memory: 2590 2022/08/11 15:45:09 - mmengine - INFO - Epoch(val) [50][40/155] eta: 0:00:51 time: 0.4495 data_time: 0.2139 memory: 2590 2022/08/11 15:45:19 - mmengine - INFO - Epoch(val) [50][60/155] eta: 0:00:48 time: 0.5103 data_time: 0.2747 memory: 2590 2022/08/11 15:45:27 - mmengine - INFO - Epoch(val) [50][80/155] eta: 0:00:29 time: 0.3934 data_time: 0.1582 memory: 2590 2022/08/11 15:45:36 - mmengine - INFO - Epoch(val) [50][100/155] eta: 0:00:23 time: 0.4268 data_time: 0.1917 memory: 2590 2022/08/11 15:45:44 - mmengine - INFO - Epoch(val) [50][120/155] eta: 0:00:14 time: 0.4099 data_time: 0.1739 memory: 2590 2022/08/11 15:45:54 - mmengine - INFO - Epoch(val) [50][140/155] eta: 0:00:07 time: 0.5087 data_time: 0.2728 memory: 2590 2022/08/11 15:46:40 - mmengine - INFO - Epoch(val) [50][155/155] acc/top1: 0.7285 acc/top5: 0.9061 acc/mean1: 0.7284 2022/08/11 15:46:40 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_nl_dot_product_r50_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_49.pth is removed 2022/08/11 15:46:43 - mmengine - INFO - The best checkpoint with 0.7285 acc/top1 at 51 epoch is saved to best_acc/top1_epoch_51.pth.