2022/08/10 15:02:45 - mmengine - INFO - These parameters in pretrained checkpoint are not loaded: {'fc.bias', 'fc.weight'} 2022/08/10 15:02:47 - mmengine - INFO - Checkpoints will be saved to /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_r50_dense_1x1x8_50e_kinetics400_rgb by HardDiskBackend. 2022/08/10 15:15:10 - mmengine - INFO - Epoch(train) [1][20/1879] lr: 2.0000e-03 eta: 40 days, 9:28:52 time: 37.1567 data_time: 36.4373 memory: 13723 grad_norm: 2.3831 top1_acc: 0.0000 top5_acc: 0.0625 loss_cls: 5.9500 loss: 5.9500 2022/08/10 15:15:22 - mmengine - INFO - Epoch(train) [1][40/1879] lr: 2.0000e-03 eta: 20 days, 12:14:42 time: 0.5833 data_time: 0.0185 memory: 13723 grad_norm: 2.4673 top1_acc: 0.0625 top5_acc: 0.1875 loss_cls: 5.7470 loss: 5.7470 2022/08/10 15:15:33 - mmengine - INFO - Epoch(train) [1][60/1879] lr: 2.0000e-03 eta: 13 days, 21:05:58 time: 0.5758 data_time: 0.0133 memory: 13723 grad_norm: 2.5252 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.6990 loss: 5.6990 2022/08/10 15:15:45 - mmengine - INFO - Epoch(train) [1][80/1879] lr: 2.0000e-03 eta: 10 days, 13:30:55 time: 0.5743 data_time: 0.0136 memory: 13723 grad_norm: 2.6568 top1_acc: 0.0625 top5_acc: 0.1250 loss_cls: 5.4874 loss: 5.4874 2022/08/10 15:15:56 - mmengine - INFO - Epoch(train) [1][100/1879] lr: 2.0000e-03 eta: 8 days, 13:48:02 time: 0.5815 data_time: 0.0201 memory: 13723 grad_norm: 2.7994 top1_acc: 0.1875 top5_acc: 0.3750 loss_cls: 5.3161 loss: 5.3161 2022/08/10 15:16:08 - mmengine - INFO - Epoch(train) [1][120/1879] lr: 2.0000e-03 eta: 7 days, 5:56:44 time: 0.5713 data_time: 0.0131 memory: 13723 grad_norm: 2.8763 top1_acc: 0.1250 top5_acc: 0.1875 loss_cls: 5.0884 loss: 5.0884 2022/08/10 15:16:19 - mmengine - INFO - Epoch(train) [1][140/1879] lr: 2.0000e-03 eta: 6 days, 7:13:17 time: 0.5794 data_time: 0.0142 memory: 13723 grad_norm: 3.0045 top1_acc: 0.0000 top5_acc: 0.3125 loss_cls: 4.8502 loss: 4.8502 2022/08/10 15:16:31 - mmengine - INFO - Epoch(train) [1][160/1879] lr: 2.0000e-03 eta: 5 days, 14:10:07 time: 0.5767 data_time: 0.0159 memory: 13723 grad_norm: 3.0864 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 4.6969 loss: 4.6969 2022/08/10 15:16:42 - mmengine - INFO - Epoch(train) [1][180/1879] lr: 2.0000e-03 eta: 5 days, 0:53:14 time: 0.5708 data_time: 0.0137 memory: 13723 grad_norm: 3.1857 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6852 loss: 4.6852 2022/08/10 15:16:54 - mmengine - INFO - Epoch(train) [1][200/1879] lr: 2.0000e-03 eta: 4 days, 14:15:55 time: 0.5721 data_time: 0.0143 memory: 13723 grad_norm: 3.2794 top1_acc: 0.1250 top5_acc: 0.1875 loss_cls: 4.5139 loss: 4.5139 2022/08/10 15:17:05 - mmengine - INFO - Epoch(train) [1][220/1879] lr: 2.0000e-03 eta: 4 days, 5:33:48 time: 0.5676 data_time: 0.0138 memory: 13723 grad_norm: 3.3853 top1_acc: 0.1875 top5_acc: 0.3750 loss_cls: 4.3058 loss: 4.3058 2022/08/10 15:17:17 - mmengine - INFO - Epoch(train) [1][240/1879] lr: 2.0000e-03 eta: 3 days, 22:19:42 time: 0.5756 data_time: 0.0150 memory: 13723 grad_norm: 3.4876 top1_acc: 0.0625 top5_acc: 0.1875 loss_cls: 4.2819 loss: 4.2819 2022/08/10 15:17:28 - mmengine - INFO - Epoch(train) [1][260/1879] lr: 2.0000e-03 eta: 3 days, 16:11:20 time: 0.5671 data_time: 0.0138 memory: 13723 grad_norm: 3.5353 top1_acc: 0.0625 top5_acc: 0.5000 loss_cls: 4.2389 loss: 4.2389 2022/08/10 15:17:39 - mmengine - INFO - Epoch(train) [1][280/1879] lr: 2.0000e-03 eta: 3 days, 10:55:33 time: 0.5669 data_time: 0.0152 memory: 13723 grad_norm: 3.6493 top1_acc: 0.1875 top5_acc: 0.2500 loss_cls: 4.1233 loss: 4.1233 2022/08/10 15:17:51 - mmengine - INFO - Epoch(train) [1][300/1879] lr: 2.0000e-03 eta: 3 days, 6:21:27 time: 0.5631 data_time: 0.0147 memory: 13723 grad_norm: 3.6897 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.9449 loss: 3.9449 2022/08/10 15:18:02 - mmengine - INFO - Epoch(train) [1][320/1879] lr: 2.0000e-03 eta: 3 days, 2:21:33 time: 0.5627 data_time: 0.0145 memory: 13723 grad_norm: 3.7794 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 4.0515 loss: 4.0515 2022/08/10 15:18:13 - mmengine - INFO - Epoch(train) [1][340/1879] lr: 2.0000e-03 eta: 2 days, 22:50:10 time: 0.5663 data_time: 0.0149 memory: 13723 grad_norm: 3.8398 top1_acc: 0.0625 top5_acc: 0.3750 loss_cls: 3.9716 loss: 3.9716 2022/08/10 15:18:24 - mmengine - INFO - Epoch(train) [1][360/1879] lr: 2.0000e-03 eta: 2 days, 19:42:23 time: 0.5676 data_time: 0.0138 memory: 13723 grad_norm: 3.9052 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.7036 loss: 3.7036 2022/08/10 15:18:36 - mmengine - INFO - Epoch(train) [1][380/1879] lr: 2.0000e-03 eta: 2 days, 16:54:11 time: 0.5658 data_time: 0.0153 memory: 13723 grad_norm: 3.9477 top1_acc: 0.0625 top5_acc: 0.3125 loss_cls: 3.8351 loss: 3.8351 2022/08/10 15:18:47 - mmengine - INFO - Epoch(train) [1][400/1879] lr: 2.0000e-03 eta: 2 days, 14:23:06 time: 0.5696 data_time: 0.0144 memory: 13723 grad_norm: 3.9959 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.6749 loss: 3.6749 2022/08/10 15:18:59 - mmengine - INFO - Epoch(train) [1][420/1879] lr: 2.0000e-03 eta: 2 days, 12:07:02 time: 0.5784 data_time: 0.0214 memory: 13723 grad_norm: 4.0880 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.8034 loss: 3.8034 2022/08/10 15:19:10 - mmengine - INFO - Epoch(train) [1][440/1879] lr: 2.0000e-03 eta: 2 days, 10:02:54 time: 0.5726 data_time: 0.0143 memory: 13723 grad_norm: 4.1220 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.6746 loss: 3.6746 2022/08/10 15:19:24 - mmengine - INFO - Epoch(train) [1][460/1879] lr: 2.0000e-03 eta: 2 days, 8:17:39 time: 0.6922 data_time: 0.0146 memory: 13723 grad_norm: 4.1684 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.7074 loss: 3.7074 2022/08/10 15:19:40 - mmengine - INFO - Epoch(train) [1][480/1879] lr: 2.0000e-03 eta: 2 days, 6:46:28 time: 0.7741 data_time: 0.0132 memory: 13723 grad_norm: 4.1751 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 3.6112 loss: 3.6112 2022/08/10 15:19:56 - mmengine - INFO - Epoch(train) [1][500/1879] lr: 2.0000e-03 eta: 2 days, 5:26:04 time: 0.8305 data_time: 0.0158 memory: 13723 grad_norm: 4.3371 top1_acc: 0.1875 top5_acc: 0.3125 loss_cls: 3.7707 loss: 3.7707 2022/08/10 15:20:11 - mmengine - INFO - Epoch(train) [1][520/1879] lr: 2.0000e-03 eta: 2 days, 4:07:02 time: 0.7503 data_time: 0.0127 memory: 13723 grad_norm: 4.3102 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.6140 loss: 3.6140 2022/08/10 15:20:24 - mmengine - INFO - Epoch(train) [1][540/1879] lr: 2.0000e-03 eta: 2 days, 2:48:21 time: 0.6552 data_time: 0.0160 memory: 13723 grad_norm: 4.3102 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4607 loss: 3.4607 2022/08/10 15:20:36 - mmengine - INFO - Epoch(train) [1][560/1879] lr: 2.0000e-03 eta: 2 days, 1:32:27 time: 0.6043 data_time: 0.0153 memory: 13723 grad_norm: 4.3728 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3622 loss: 3.3622 2022/08/10 15:20:50 - mmengine - INFO - Epoch(train) [1][580/1879] lr: 2.0000e-03 eta: 2 days, 0:24:56 time: 0.6633 data_time: 0.0355 memory: 13723 grad_norm: 4.4055 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4741 loss: 3.4741 2022/08/10 15:21:05 - mmengine - INFO - Epoch(train) [1][600/1879] lr: 2.0000e-03 eta: 1 day, 23:27:44 time: 0.7758 data_time: 0.0125 memory: 13723 grad_norm: 4.4713 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.3837 loss: 3.3837 2022/08/10 15:21:17 - mmengine - INFO - Epoch(train) [1][620/1879] lr: 2.0000e-03 eta: 1 day, 22:24:23 time: 0.5800 data_time: 0.0155 memory: 13723 grad_norm: 4.5623 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 3.4076 loss: 3.4076 2022/08/10 15:21:30 - mmengine - INFO - Epoch(train) [1][640/1879] lr: 2.0000e-03 eta: 1 day, 21:29:01 time: 0.6633 data_time: 0.0137 memory: 13723 grad_norm: 4.6318 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.3852 loss: 3.3852 2022/08/10 15:21:43 - mmengine - INFO - Epoch(train) [1][660/1879] lr: 2.0000e-03 eta: 1 day, 20:36:06 time: 0.6440 data_time: 0.0172 memory: 13723 grad_norm: 4.5902 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.3405 loss: 3.3405 2022/08/10 15:21:54 - mmengine - INFO - Epoch(train) [1][680/1879] lr: 2.0000e-03 eta: 1 day, 19:42:47 time: 0.5674 data_time: 0.0122 memory: 13723 grad_norm: 4.6484 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.2270 loss: 3.2270 2022/08/10 15:22:06 - mmengine - INFO - Epoch(train) [1][700/1879] lr: 2.0000e-03 eta: 1 day, 18:53:18 time: 0.5855 data_time: 0.0154 memory: 13723 grad_norm: 4.6593 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4653 loss: 3.4653 2022/08/10 15:22:17 - mmengine - INFO - Epoch(train) [1][720/1879] lr: 2.0000e-03 eta: 1 day, 18:06:16 time: 0.5791 data_time: 0.0141 memory: 13723 grad_norm: 4.6547 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.2146 loss: 3.2146 2022/08/10 15:22:31 - mmengine - INFO - Epoch(train) [1][740/1879] lr: 2.0000e-03 eta: 1 day, 17:25:38 time: 0.6711 data_time: 0.1091 memory: 13723 grad_norm: 4.7190 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 3.3225 loss: 3.3225 2022/08/10 15:22:42 - mmengine - INFO - Epoch(train) [1][760/1879] lr: 2.0000e-03 eta: 1 day, 16:43:12 time: 0.5748 data_time: 0.0137 memory: 13723 grad_norm: 4.8618 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 3.3475 loss: 3.3475 2022/08/10 15:22:54 - mmengine - INFO - Epoch(train) [1][780/1879] lr: 2.0000e-03 eta: 1 day, 16:02:55 time: 0.5745 data_time: 0.0150 memory: 13723 grad_norm: 4.8062 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 3.2099 loss: 3.2099 2022/08/10 15:23:08 - mmengine - INFO - Epoch(train) [1][800/1879] lr: 2.0000e-03 eta: 1 day, 15:29:52 time: 0.7090 data_time: 0.1527 memory: 13723 grad_norm: 4.7916 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 3.2506 loss: 3.2506 2022/08/10 15:23:19 - mmengine - INFO - Epoch(train) [1][820/1879] lr: 2.0000e-03 eta: 1 day, 14:53:04 time: 0.5681 data_time: 0.0123 memory: 13723 grad_norm: 4.9183 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1769 loss: 3.1769 2022/08/10 15:23:31 - mmengine - INFO - Epoch(train) [1][840/1879] lr: 2.0000e-03 eta: 1 day, 14:18:24 time: 0.5784 data_time: 0.0155 memory: 13723 grad_norm: 4.9422 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2480 loss: 3.2480 2022/08/10 15:23:43 - mmengine - INFO - Epoch(train) [1][860/1879] lr: 2.0000e-03 eta: 1 day, 13:45:38 time: 0.5867 data_time: 0.0148 memory: 13723 grad_norm: 4.9489 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3393 loss: 3.3393 2022/08/10 15:23:56 - mmengine - INFO - Epoch(train) [1][880/1879] lr: 2.0000e-03 eta: 1 day, 13:17:17 time: 0.6698 data_time: 0.0146 memory: 13723 grad_norm: 4.9979 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 3.1390 loss: 3.1390 2022/08/10 15:24:08 - mmengine - INFO - Epoch(train) [1][900/1879] lr: 2.0000e-03 eta: 1 day, 12:46:41 time: 0.5682 data_time: 0.0146 memory: 13723 grad_norm: 4.9757 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1240 loss: 3.1240 2022/08/10 15:24:21 - mmengine - INFO - Epoch(train) [1][920/1879] lr: 2.0000e-03 eta: 1 day, 12:21:10 time: 0.6798 data_time: 0.0155 memory: 13723 grad_norm: 5.0211 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.9481 loss: 2.9481 2022/08/10 15:24:36 - mmengine - INFO - Epoch(train) [1][940/1879] lr: 2.0000e-03 eta: 1 day, 11:59:36 time: 0.7673 data_time: 0.1993 memory: 13723 grad_norm: 5.0530 top1_acc: 0.0625 top5_acc: 0.3750 loss_cls: 3.0951 loss: 3.0951 2022/08/10 15:24:50 - mmengine - INFO - Epoch(train) [1][960/1879] lr: 2.0000e-03 eta: 1 day, 11:36:07 time: 0.6802 data_time: 0.1229 memory: 13723 grad_norm: 5.0391 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9978 loss: 2.9978 2022/08/10 15:25:02 - mmengine - INFO - Epoch(train) [1][980/1879] lr: 2.0000e-03 eta: 1 day, 11:10:26 time: 0.5807 data_time: 0.0161 memory: 13723 grad_norm: 5.0141 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 3.1582 loss: 3.1582 2022/08/10 15:25:16 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 15:25:16 - mmengine - INFO - Epoch(train) [1][1000/1879] lr: 2.0000e-03 eta: 1 day, 10:49:31 time: 0.7017 data_time: 0.0153 memory: 13723 grad_norm: 5.1014 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 3.1481 loss: 3.1481 2022/08/10 15:25:27 - mmengine - INFO - Epoch(train) [1][1020/1879] lr: 2.0000e-03 eta: 1 day, 10:25:39 time: 0.5776 data_time: 0.0150 memory: 13723 grad_norm: 5.1192 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1133 loss: 3.1133 2022/08/10 15:25:46 - mmengine - INFO - Epoch(train) [1][1040/1879] lr: 2.0000e-03 eta: 1 day, 10:13:41 time: 0.9465 data_time: 0.3835 memory: 13723 grad_norm: 5.1129 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0574 loss: 3.0574 2022/08/10 15:26:01 - mmengine - INFO - Epoch(train) [1][1060/1879] lr: 2.0000e-03 eta: 1 day, 9:56:14 time: 0.7443 data_time: 0.1760 memory: 13723 grad_norm: 5.1711 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.1563 loss: 3.1563 2022/08/10 15:26:20 - mmengine - INFO - Epoch(train) [1][1080/1879] lr: 2.0000e-03 eta: 1 day, 9:45:15 time: 0.9475 data_time: 0.0385 memory: 13723 grad_norm: 5.3639 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0333 loss: 3.0333 2022/08/10 15:26:33 - mmengine - INFO - Epoch(train) [1][1100/1879] lr: 2.0000e-03 eta: 1 day, 9:26:32 time: 0.6588 data_time: 0.0163 memory: 13723 grad_norm: 5.2035 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 2.9696 loss: 2.9696 2022/08/10 15:26:45 - mmengine - INFO - Epoch(train) [1][1120/1879] lr: 2.0000e-03 eta: 1 day, 9:06:11 time: 0.5754 data_time: 0.0130 memory: 13723 grad_norm: 5.2516 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2566 loss: 3.2566 2022/08/10 15:27:01 - mmengine - INFO - Epoch(train) [1][1140/1879] lr: 2.0000e-03 eta: 1 day, 8:53:41 time: 0.8392 data_time: 0.0163 memory: 13723 grad_norm: 5.2011 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.9961 loss: 2.9961 2022/08/10 15:27:14 - mmengine - INFO - Epoch(train) [1][1160/1879] lr: 2.0000e-03 eta: 1 day, 8:36:31 time: 0.6481 data_time: 0.0139 memory: 13723 grad_norm: 5.3391 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0329 loss: 3.0329 2022/08/10 15:27:28 - mmengine - INFO - Epoch(train) [1][1180/1879] lr: 2.0000e-03 eta: 1 day, 8:20:05 time: 0.6538 data_time: 0.0145 memory: 13723 grad_norm: 5.4152 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 3.0822 loss: 3.0822 2022/08/10 15:27:48 - mmengine - INFO - Epoch(train) [1][1200/1879] lr: 2.0000e-03 eta: 1 day, 8:13:10 time: 1.0027 data_time: 0.0146 memory: 13723 grad_norm: 5.3897 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.1348 loss: 3.1348 2022/08/10 15:27:59 - mmengine - INFO - Epoch(train) [1][1220/1879] lr: 2.0000e-03 eta: 1 day, 7:55:41 time: 0.5769 data_time: 0.0154 memory: 13723 grad_norm: 5.4202 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9883 loss: 2.9883 2022/08/10 15:28:11 - mmengine - INFO - Epoch(train) [1][1240/1879] lr: 2.0000e-03 eta: 1 day, 7:38:38 time: 0.5723 data_time: 0.0157 memory: 13723 grad_norm: 5.3359 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.9776 loss: 2.9776 2022/08/10 15:28:22 - mmengine - INFO - Epoch(train) [1][1260/1879] lr: 2.0000e-03 eta: 1 day, 7:22:00 time: 0.5667 data_time: 0.0155 memory: 13723 grad_norm: 5.3765 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.9036 loss: 2.9036 2022/08/10 15:28:33 - mmengine - INFO - Epoch(train) [1][1280/1879] lr: 2.0000e-03 eta: 1 day, 7:06:07 time: 0.5772 data_time: 0.0148 memory: 13723 grad_norm: 5.3715 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.9955 loss: 2.9955 2022/08/10 15:28:45 - mmengine - INFO - Epoch(train) [1][1300/1879] lr: 2.0000e-03 eta: 1 day, 6:50:49 time: 0.5808 data_time: 0.0155 memory: 13723 grad_norm: 5.4350 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.1096 loss: 3.1096 2022/08/10 15:29:00 - mmengine - INFO - Epoch(train) [1][1320/1879] lr: 2.0000e-03 eta: 1 day, 6:39:51 time: 0.7468 data_time: 0.1796 memory: 13723 grad_norm: 5.5764 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 3.0608 loss: 3.0608 2022/08/10 15:29:12 - mmengine - INFO - Epoch(train) [1][1340/1879] lr: 2.0000e-03 eta: 1 day, 6:25:26 time: 0.5833 data_time: 0.0158 memory: 13723 grad_norm: 5.4243 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 3.0319 loss: 3.0319 2022/08/10 15:29:25 - mmengine - INFO - Epoch(train) [1][1360/1879] lr: 2.0000e-03 eta: 1 day, 6:13:42 time: 0.6829 data_time: 0.0128 memory: 13723 grad_norm: 5.5059 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.8714 loss: 2.8714 2022/08/10 15:29:37 - mmengine - INFO - Epoch(train) [1][1380/1879] lr: 2.0000e-03 eta: 1 day, 6:00:30 time: 0.6027 data_time: 0.0352 memory: 13723 grad_norm: 5.4768 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8889 loss: 2.8889 2022/08/10 15:29:50 - mmengine - INFO - Epoch(train) [1][1400/1879] lr: 2.0000e-03 eta: 1 day, 5:48:10 time: 0.6250 data_time: 0.0135 memory: 13723 grad_norm: 5.4573 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.1553 loss: 3.1553 2022/08/10 15:30:02 - mmengine - INFO - Epoch(train) [1][1420/1879] lr: 2.0000e-03 eta: 1 day, 5:35:27 time: 0.5918 data_time: 0.0165 memory: 13723 grad_norm: 5.5366 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9823 loss: 2.9823 2022/08/10 15:30:14 - mmengine - INFO - Epoch(train) [1][1440/1879] lr: 2.0000e-03 eta: 1 day, 5:23:28 time: 0.6098 data_time: 0.0204 memory: 13723 grad_norm: 5.4874 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8661 loss: 2.8661 2022/08/10 15:30:26 - mmengine - INFO - Epoch(train) [1][1460/1879] lr: 2.0000e-03 eta: 1 day, 5:12:01 time: 0.6191 data_time: 0.0160 memory: 13723 grad_norm: 5.6450 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 3.0620 loss: 3.0620 2022/08/10 15:30:42 - mmengine - INFO - Epoch(train) [1][1480/1879] lr: 2.0000e-03 eta: 1 day, 5:04:36 time: 0.7989 data_time: 0.0132 memory: 13723 grad_norm: 5.5884 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.9675 loss: 2.9675 2022/08/10 15:30:56 - mmengine - INFO - Epoch(train) [1][1500/1879] lr: 2.0000e-03 eta: 1 day, 4:54:38 time: 0.6648 data_time: 0.0157 memory: 13723 grad_norm: 5.5948 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0758 loss: 3.0758 2022/08/10 15:31:07 - mmengine - INFO - Epoch(train) [1][1520/1879] lr: 2.0000e-03 eta: 1 day, 4:43:08 time: 0.5770 data_time: 0.0167 memory: 13723 grad_norm: 5.6676 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.0213 loss: 3.0213 2022/08/10 15:31:19 - mmengine - INFO - Epoch(train) [1][1540/1879] lr: 2.0000e-03 eta: 1 day, 4:32:39 time: 0.6133 data_time: 0.0484 memory: 13723 grad_norm: 5.6529 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 2.7722 loss: 2.7722 2022/08/10 15:31:31 - mmengine - INFO - Epoch(train) [1][1560/1879] lr: 2.0000e-03 eta: 1 day, 4:21:54 time: 0.5863 data_time: 0.0130 memory: 13723 grad_norm: 5.6786 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0447 loss: 3.0447 2022/08/10 15:31:43 - mmengine - INFO - Epoch(train) [1][1580/1879] lr: 2.0000e-03 eta: 1 day, 4:11:26 time: 0.5873 data_time: 0.0169 memory: 13723 grad_norm: 5.6831 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.8995 loss: 2.8995 2022/08/10 15:31:54 - mmengine - INFO - Epoch(train) [1][1600/1879] lr: 2.0000e-03 eta: 1 day, 4:01:04 time: 0.5784 data_time: 0.0139 memory: 13723 grad_norm: 5.6691 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.9892 loss: 2.9892 2022/08/10 15:32:07 - mmengine - INFO - Epoch(train) [1][1620/1879] lr: 2.0000e-03 eta: 1 day, 3:51:30 time: 0.6081 data_time: 0.0149 memory: 13723 grad_norm: 5.7696 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.8561 loss: 2.8561 2022/08/10 15:32:21 - mmengine - INFO - Epoch(train) [1][1640/1879] lr: 2.0000e-03 eta: 1 day, 3:43:50 time: 0.6966 data_time: 0.0161 memory: 13723 grad_norm: 5.6938 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1144 loss: 3.1144 2022/08/10 15:32:32 - mmengine - INFO - Epoch(train) [1][1660/1879] lr: 2.0000e-03 eta: 1 day, 3:33:59 time: 0.5697 data_time: 0.0169 memory: 13723 grad_norm: 5.6047 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.6918 loss: 2.6918 2022/08/10 15:32:44 - mmengine - INFO - Epoch(train) [1][1680/1879] lr: 2.0000e-03 eta: 1 day, 3:24:54 time: 0.5989 data_time: 0.0130 memory: 13723 grad_norm: 5.7661 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.6632 loss: 2.6632 2022/08/10 15:32:55 - mmengine - INFO - Epoch(train) [1][1700/1879] lr: 2.0000e-03 eta: 1 day, 3:15:28 time: 0.5678 data_time: 0.0147 memory: 13723 grad_norm: 5.7748 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 2.9646 loss: 2.9646 2022/08/10 15:33:08 - mmengine - INFO - Epoch(train) [1][1720/1879] lr: 2.0000e-03 eta: 1 day, 3:07:42 time: 0.6491 data_time: 0.0184 memory: 13723 grad_norm: 5.7018 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.8087 loss: 2.8087 2022/08/10 15:33:20 - mmengine - INFO - Epoch(train) [1][1740/1879] lr: 2.0000e-03 eta: 1 day, 2:58:43 time: 0.5703 data_time: 0.0150 memory: 13723 grad_norm: 5.7765 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 3.0002 loss: 3.0002 2022/08/10 15:33:32 - mmengine - INFO - Epoch(train) [1][1760/1879] lr: 2.0000e-03 eta: 1 day, 2:50:34 time: 0.6066 data_time: 0.0154 memory: 13723 grad_norm: 5.7926 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.7907 loss: 2.7907 2022/08/10 15:33:46 - mmengine - INFO - Epoch(train) [1][1780/1879] lr: 2.0000e-03 eta: 1 day, 2:44:31 time: 0.7178 data_time: 0.0152 memory: 13723 grad_norm: 5.8322 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0357 loss: 3.0357 2022/08/10 15:33:58 - mmengine - INFO - Epoch(train) [1][1800/1879] lr: 2.0000e-03 eta: 1 day, 2:36:42 time: 0.6074 data_time: 0.0135 memory: 13723 grad_norm: 5.7494 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.8401 loss: 2.8401 2022/08/10 15:34:10 - mmengine - INFO - Epoch(train) [1][1820/1879] lr: 2.0000e-03 eta: 1 day, 2:28:37 time: 0.5803 data_time: 0.0156 memory: 13723 grad_norm: 5.7797 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.7740 loss: 2.7740 2022/08/10 15:34:21 - mmengine - INFO - Epoch(train) [1][1840/1879] lr: 2.0000e-03 eta: 1 day, 2:20:35 time: 0.5747 data_time: 0.0146 memory: 13723 grad_norm: 5.8397 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7213 loss: 2.7213 2022/08/10 15:34:33 - mmengine - INFO - Epoch(train) [1][1860/1879] lr: 2.0000e-03 eta: 1 day, 2:12:36 time: 0.5664 data_time: 0.0157 memory: 13723 grad_norm: 5.8315 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.9287 loss: 2.9287 2022/08/10 15:34:43 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 15:34:43 - mmengine - INFO - Epoch(train) [1][1879/1879] lr: 2.0000e-03 eta: 1 day, 2:12:36 time: 0.5681 data_time: 0.0136 memory: 13723 grad_norm: 5.8657 top1_acc: 0.2857 top5_acc: 0.5714 loss_cls: 2.6982 loss: 2.6982 2022/08/10 15:48:00 - mmengine - INFO - Epoch(val) [1][20/155] eta: 1:29:34 time: 39.8116 data_time: 38.4229 memory: 14839 2022/08/10 15:48:58 - mmengine - INFO - Epoch(val) [1][40/155] eta: 0:05:36 time: 2.9262 data_time: 1.5468 memory: 14838 2022/08/10 15:50:08 - mmengine - INFO - Epoch(val) [1][60/155] eta: 0:05:29 time: 3.4656 data_time: 2.0943 memory: 14838 2022/08/10 15:51:07 - mmengine - INFO - Epoch(val) [1][80/155] eta: 0:03:41 time: 2.9501 data_time: 1.5772 memory: 14838 2022/08/10 15:52:23 - mmengine - INFO - Epoch(val) [1][100/155] eta: 0:03:28 time: 3.7969 data_time: 2.4198 memory: 14838 2022/08/10 15:53:19 - mmengine - INFO - Epoch(val) [1][120/155] eta: 0:01:38 time: 2.8206 data_time: 1.4425 memory: 14838 2022/08/10 15:54:36 - mmengine - INFO - Epoch(val) [1][140/155] eta: 0:00:58 time: 3.8716 data_time: 2.4954 memory: 14838 2022/08/10 15:55:16 - mmengine - INFO - Epoch(val) [1][155/155] acc/top1: 0.4610 acc/top5: 0.7363 acc/mean1: 0.4606 2022/08/10 15:55:18 - mmengine - INFO - The best checkpoint with 0.4610 acc/top1 at 2 epoch is saved to best_acc/top1_epoch_2.pth. 2022/08/10 15:55:32 - mmengine - INFO - Epoch(train) [2][20/1879] lr: 6.5000e-03 eta: 1 day, 1:51:27 time: 0.7301 data_time: 0.1676 memory: 14838 grad_norm: 6.0339 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9680 loss: 2.9680 2022/08/10 15:55:44 - mmengine - INFO - Epoch(train) [2][40/1879] lr: 6.5000e-03 eta: 1 day, 1:43:59 time: 0.5654 data_time: 0.0163 memory: 13712 grad_norm: 6.1911 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0412 loss: 3.0412 2022/08/10 15:55:55 - mmengine - INFO - Epoch(train) [2][60/1879] lr: 6.5000e-03 eta: 1 day, 1:36:50 time: 0.5757 data_time: 0.0147 memory: 13712 grad_norm: 6.2855 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 3.0269 loss: 3.0269 2022/08/10 15:56:06 - mmengine - INFO - Epoch(train) [2][80/1879] lr: 6.5000e-03 eta: 1 day, 1:29:39 time: 0.5641 data_time: 0.0164 memory: 13712 grad_norm: 6.1839 top1_acc: 0.2500 top5_acc: 0.3125 loss_cls: 3.1692 loss: 3.1692 2022/08/10 15:56:18 - mmengine - INFO - Epoch(train) [2][100/1879] lr: 6.5000e-03 eta: 1 day, 1:22:35 time: 0.5631 data_time: 0.0142 memory: 13712 grad_norm: 6.0976 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9771 loss: 2.9771 2022/08/10 15:56:29 - mmengine - INFO - Epoch(train) [2][120/1879] lr: 6.5000e-03 eta: 1 day, 1:15:42 time: 0.5658 data_time: 0.0163 memory: 13712 grad_norm: 6.1693 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.2050 loss: 3.2050 2022/08/10 15:56:30 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 15:56:40 - mmengine - INFO - Epoch(train) [2][140/1879] lr: 6.5000e-03 eta: 1 day, 1:08:58 time: 0.5676 data_time: 0.0155 memory: 13712 grad_norm: 6.1592 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1043 loss: 3.1043 2022/08/10 15:56:52 - mmengine - INFO - Epoch(train) [2][160/1879] lr: 6.5000e-03 eta: 1 day, 1:02:20 time: 0.5649 data_time: 0.0162 memory: 13712 grad_norm: 6.1993 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 3.1461 loss: 3.1461 2022/08/10 15:57:03 - mmengine - INFO - Epoch(train) [2][180/1879] lr: 6.5000e-03 eta: 1 day, 0:55:56 time: 0.5734 data_time: 0.0195 memory: 13712 grad_norm: 6.1175 top1_acc: 0.1875 top5_acc: 0.6250 loss_cls: 2.9845 loss: 2.9845 2022/08/10 15:57:14 - mmengine - INFO - Epoch(train) [2][200/1879] lr: 6.5000e-03 eta: 1 day, 0:49:31 time: 0.5628 data_time: 0.0162 memory: 13712 grad_norm: 6.1792 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0888 loss: 3.0888 2022/08/10 15:57:26 - mmengine - INFO - Epoch(train) [2][220/1879] lr: 6.5000e-03 eta: 1 day, 0:43:12 time: 0.5620 data_time: 0.0160 memory: 13712 grad_norm: 6.2119 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.2685 loss: 3.2685 2022/08/10 15:57:37 - mmengine - INFO - Epoch(train) [2][240/1879] lr: 6.5000e-03 eta: 1 day, 0:37:01 time: 0.5631 data_time: 0.0157 memory: 13712 grad_norm: 6.0739 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 3.1347 loss: 3.1347 2022/08/10 15:57:48 - mmengine - INFO - Epoch(train) [2][260/1879] lr: 6.5000e-03 eta: 1 day, 0:30:58 time: 0.5645 data_time: 0.0151 memory: 13712 grad_norm: 6.1001 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0643 loss: 3.0643 2022/08/10 15:57:59 - mmengine - INFO - Epoch(train) [2][280/1879] lr: 6.5000e-03 eta: 1 day, 0:25:01 time: 0.5640 data_time: 0.0159 memory: 13712 grad_norm: 6.1093 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2733 loss: 3.2733 2022/08/10 15:58:11 - mmengine - INFO - Epoch(train) [2][300/1879] lr: 6.5000e-03 eta: 1 day, 0:19:13 time: 0.5673 data_time: 0.0165 memory: 13712 grad_norm: 6.1386 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.1041 loss: 3.1041 2022/08/10 15:58:22 - mmengine - INFO - Epoch(train) [2][320/1879] lr: 6.5000e-03 eta: 1 day, 0:13:28 time: 0.5635 data_time: 0.0157 memory: 13712 grad_norm: 6.0217 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 2.7317 loss: 2.7317 2022/08/10 15:58:33 - mmengine - INFO - Epoch(train) [2][340/1879] lr: 6.5000e-03 eta: 1 day, 0:07:51 time: 0.5664 data_time: 0.0159 memory: 13712 grad_norm: 6.0609 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2174 loss: 3.2174 2022/08/10 15:58:45 - mmengine - INFO - Epoch(train) [2][360/1879] lr: 6.5000e-03 eta: 1 day, 0:02:23 time: 0.5692 data_time: 0.0161 memory: 13712 grad_norm: 5.9447 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.9486 loss: 2.9486 2022/08/10 15:58:56 - mmengine - INFO - Epoch(train) [2][380/1879] lr: 6.5000e-03 eta: 23:57:01 time: 0.5710 data_time: 0.0153 memory: 13712 grad_norm: 6.1475 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0700 loss: 3.0700 2022/08/10 15:59:08 - mmengine - INFO - Epoch(train) [2][400/1879] lr: 6.5000e-03 eta: 23:51:51 time: 0.5780 data_time: 0.0233 memory: 13712 grad_norm: 6.1110 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.8318 loss: 2.8318 2022/08/10 15:59:19 - mmengine - INFO - Epoch(train) [2][420/1879] lr: 6.5000e-03 eta: 23:46:39 time: 0.5691 data_time: 0.0154 memory: 13712 grad_norm: 6.1266 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.0805 loss: 3.0805 2022/08/10 15:59:30 - mmengine - INFO - Epoch(train) [2][440/1879] lr: 6.5000e-03 eta: 23:41:33 time: 0.5706 data_time: 0.0154 memory: 13712 grad_norm: 6.1107 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9820 loss: 2.9820 2022/08/10 15:59:42 - mmengine - INFO - Epoch(train) [2][460/1879] lr: 6.5000e-03 eta: 23:36:34 time: 0.5723 data_time: 0.0162 memory: 13712 grad_norm: 6.2315 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9672 loss: 2.9672 2022/08/10 15:59:53 - mmengine - INFO - Epoch(train) [2][480/1879] lr: 6.5000e-03 eta: 23:31:36 time: 0.5691 data_time: 0.0142 memory: 13712 grad_norm: 6.1641 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.4555 loss: 3.4555 2022/08/10 16:00:05 - mmengine - INFO - Epoch(train) [2][500/1879] lr: 6.5000e-03 eta: 23:26:46 time: 0.5718 data_time: 0.0158 memory: 13712 grad_norm: 6.1411 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.9903 loss: 2.9903 2022/08/10 16:00:16 - mmengine - INFO - Epoch(train) [2][520/1879] lr: 6.5000e-03 eta: 23:22:10 time: 0.5835 data_time: 0.0190 memory: 13712 grad_norm: 6.0838 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8259 loss: 2.8259 2022/08/10 16:00:28 - mmengine - INFO - Epoch(train) [2][540/1879] lr: 6.5000e-03 eta: 23:17:35 time: 0.5797 data_time: 0.0170 memory: 13712 grad_norm: 6.1230 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.9772 loss: 2.9772 2022/08/10 16:00:39 - mmengine - INFO - Epoch(train) [2][560/1879] lr: 6.5000e-03 eta: 23:13:00 time: 0.5750 data_time: 0.0150 memory: 13712 grad_norm: 6.0855 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9118 loss: 2.9118 2022/08/10 16:00:51 - mmengine - INFO - Epoch(train) [2][580/1879] lr: 6.5000e-03 eta: 23:08:28 time: 0.5715 data_time: 0.0165 memory: 13712 grad_norm: 6.0575 top1_acc: 0.2500 top5_acc: 0.3125 loss_cls: 2.8535 loss: 2.8535 2022/08/10 16:01:02 - mmengine - INFO - Epoch(train) [2][600/1879] lr: 6.5000e-03 eta: 23:03:59 time: 0.5709 data_time: 0.0148 memory: 13712 grad_norm: 6.1419 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.7840 loss: 2.7840 2022/08/10 16:01:14 - mmengine - INFO - Epoch(train) [2][620/1879] lr: 6.5000e-03 eta: 22:59:33 time: 0.5701 data_time: 0.0163 memory: 13712 grad_norm: 5.9924 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.8916 loss: 2.8916 2022/08/10 16:01:25 - mmengine - INFO - Epoch(train) [2][640/1879] lr: 6.5000e-03 eta: 22:55:16 time: 0.5755 data_time: 0.0241 memory: 13712 grad_norm: 6.2228 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0893 loss: 3.0893 2022/08/10 16:01:37 - mmengine - INFO - Epoch(train) [2][660/1879] lr: 6.5000e-03 eta: 22:50:58 time: 0.5697 data_time: 0.0147 memory: 13712 grad_norm: 6.0482 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 3.0143 loss: 3.0143 2022/08/10 16:01:48 - mmengine - INFO - Epoch(train) [2][680/1879] lr: 6.5000e-03 eta: 22:46:44 time: 0.5696 data_time: 0.0166 memory: 13712 grad_norm: 6.0911 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.0210 loss: 3.0210 2022/08/10 16:02:00 - mmengine - INFO - Epoch(train) [2][700/1879] lr: 6.5000e-03 eta: 22:42:38 time: 0.5746 data_time: 0.0156 memory: 13712 grad_norm: 6.0221 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 3.0037 loss: 3.0037 2022/08/10 16:02:12 - mmengine - INFO - Epoch(train) [2][720/1879] lr: 6.5000e-03 eta: 22:38:54 time: 0.6022 data_time: 0.0407 memory: 13712 grad_norm: 6.0844 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8724 loss: 2.8724 2022/08/10 16:02:23 - mmengine - INFO - Epoch(train) [2][740/1879] lr: 6.5000e-03 eta: 22:34:53 time: 0.5716 data_time: 0.0154 memory: 13712 grad_norm: 6.1271 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.8565 loss: 2.8565 2022/08/10 16:02:35 - mmengine - INFO - Epoch(train) [2][760/1879] lr: 6.5000e-03 eta: 22:31:01 time: 0.5817 data_time: 0.0164 memory: 13712 grad_norm: 6.0718 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.6630 loss: 2.6630 2022/08/10 16:02:46 - mmengine - INFO - Epoch(train) [2][780/1879] lr: 6.5000e-03 eta: 22:27:09 time: 0.5753 data_time: 0.0150 memory: 13712 grad_norm: 6.1832 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9702 loss: 2.9702 2022/08/10 16:02:58 - mmengine - INFO - Epoch(train) [2][800/1879] lr: 6.5000e-03 eta: 22:23:16 time: 0.5700 data_time: 0.0151 memory: 13712 grad_norm: 6.0430 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9019 loss: 2.9019 2022/08/10 16:03:09 - mmengine - INFO - Epoch(train) [2][820/1879] lr: 6.5000e-03 eta: 22:19:27 time: 0.5703 data_time: 0.0156 memory: 13712 grad_norm: 6.1254 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.7057 loss: 2.7057 2022/08/10 16:03:20 - mmengine - INFO - Epoch(train) [2][840/1879] lr: 6.5000e-03 eta: 22:15:39 time: 0.5661 data_time: 0.0161 memory: 13712 grad_norm: 6.0815 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.7747 loss: 2.7747 2022/08/10 16:03:32 - mmengine - INFO - Epoch(train) [2][860/1879] lr: 6.5000e-03 eta: 22:11:52 time: 0.5646 data_time: 0.0168 memory: 13712 grad_norm: 6.1118 top1_acc: 0.1250 top5_acc: 0.3125 loss_cls: 2.9920 loss: 2.9920 2022/08/10 16:03:43 - mmengine - INFO - Epoch(train) [2][880/1879] lr: 6.5000e-03 eta: 22:08:10 time: 0.5666 data_time: 0.0168 memory: 13712 grad_norm: 6.0413 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.6812 loss: 2.6812 2022/08/10 16:03:54 - mmengine - INFO - Epoch(train) [2][900/1879] lr: 6.5000e-03 eta: 22:04:31 time: 0.5665 data_time: 0.0145 memory: 13712 grad_norm: 6.2432 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8175 loss: 2.8175 2022/08/10 16:04:06 - mmengine - INFO - Epoch(train) [2][920/1879] lr: 6.5000e-03 eta: 22:00:56 time: 0.5692 data_time: 0.0154 memory: 13712 grad_norm: 6.0604 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 2.8037 loss: 2.8037 2022/08/10 16:04:17 - mmengine - INFO - Epoch(train) [2][940/1879] lr: 6.5000e-03 eta: 21:57:27 time: 0.5723 data_time: 0.0161 memory: 13712 grad_norm: 6.0622 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.8028 loss: 2.8028 2022/08/10 16:04:28 - mmengine - INFO - Epoch(train) [2][960/1879] lr: 6.5000e-03 eta: 21:53:56 time: 0.5657 data_time: 0.0157 memory: 13712 grad_norm: 6.1686 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.1410 loss: 3.1410 2022/08/10 16:04:40 - mmengine - INFO - Epoch(train) [2][980/1879] lr: 6.5000e-03 eta: 21:50:30 time: 0.5702 data_time: 0.0157 memory: 13712 grad_norm: 6.1056 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.6631 loss: 2.6631 2022/08/10 16:04:51 - mmengine - INFO - Epoch(train) [2][1000/1879] lr: 6.5000e-03 eta: 21:47:07 time: 0.5687 data_time: 0.0168 memory: 13712 grad_norm: 6.0445 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.7538 loss: 2.7538 2022/08/10 16:05:03 - mmengine - INFO - Epoch(train) [2][1020/1879] lr: 6.5000e-03 eta: 21:43:46 time: 0.5690 data_time: 0.0156 memory: 13712 grad_norm: 6.0825 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.9301 loss: 2.9301 2022/08/10 16:05:15 - mmengine - INFO - Epoch(train) [2][1040/1879] lr: 6.5000e-03 eta: 21:41:15 time: 0.6443 data_time: 0.0831 memory: 13712 grad_norm: 6.2233 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.7461 loss: 2.7461 2022/08/10 16:05:27 - mmengine - INFO - Epoch(train) [2][1060/1879] lr: 6.5000e-03 eta: 21:38:05 time: 0.5793 data_time: 0.0160 memory: 13712 grad_norm: 6.2680 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.7026 loss: 2.7026 2022/08/10 16:05:38 - mmengine - INFO - Epoch(train) [2][1080/1879] lr: 6.5000e-03 eta: 21:34:51 time: 0.5680 data_time: 0.0150 memory: 13712 grad_norm: 6.1904 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 2.8353 loss: 2.8353 2022/08/10 16:05:50 - mmengine - INFO - Epoch(train) [2][1100/1879] lr: 6.5000e-03 eta: 21:31:40 time: 0.5695 data_time: 0.0178 memory: 13712 grad_norm: 6.2567 top1_acc: 0.1875 top5_acc: 0.3750 loss_cls: 3.0973 loss: 3.0973 2022/08/10 16:06:01 - mmengine - INFO - Epoch(train) [2][1120/1879] lr: 6.5000e-03 eta: 21:28:30 time: 0.5657 data_time: 0.0156 memory: 13712 grad_norm: 6.1115 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.9855 loss: 2.9855 2022/08/10 16:06:02 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 16:06:12 - mmengine - INFO - Epoch(train) [2][1140/1879] lr: 6.5000e-03 eta: 21:25:23 time: 0.5676 data_time: 0.0167 memory: 13712 grad_norm: 6.1343 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6523 loss: 2.6523 2022/08/10 16:06:24 - mmengine - INFO - Epoch(train) [2][1160/1879] lr: 6.5000e-03 eta: 21:22:21 time: 0.5730 data_time: 0.0169 memory: 13712 grad_norm: 6.0289 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.0070 loss: 3.0070 2022/08/10 16:06:35 - mmengine - INFO - Epoch(train) [2][1180/1879] lr: 6.5000e-03 eta: 21:19:17 time: 0.5643 data_time: 0.0166 memory: 13712 grad_norm: 6.0861 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7866 loss: 2.7866 2022/08/10 16:06:46 - mmengine - INFO - Epoch(train) [2][1200/1879] lr: 6.5000e-03 eta: 21:16:15 time: 0.5648 data_time: 0.0159 memory: 13712 grad_norm: 6.1328 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.0737 loss: 3.0737 2022/08/10 16:06:58 - mmengine - INFO - Epoch(train) [2][1220/1879] lr: 6.5000e-03 eta: 21:13:16 time: 0.5664 data_time: 0.0163 memory: 13712 grad_norm: 6.0872 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6833 loss: 2.6833 2022/08/10 16:07:09 - mmengine - INFO - Epoch(train) [2][1240/1879] lr: 6.5000e-03 eta: 21:10:17 time: 0.5632 data_time: 0.0157 memory: 13712 grad_norm: 6.0172 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.8249 loss: 2.8249 2022/08/10 16:07:20 - mmengine - INFO - Epoch(train) [2][1260/1879] lr: 6.5000e-03 eta: 21:07:22 time: 0.5653 data_time: 0.0159 memory: 13712 grad_norm: 6.1285 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.9400 loss: 2.9400 2022/08/10 16:07:32 - mmengine - INFO - Epoch(train) [2][1280/1879] lr: 6.5000e-03 eta: 21:04:29 time: 0.5652 data_time: 0.0146 memory: 13712 grad_norm: 6.1443 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.7325 loss: 2.7325 2022/08/10 16:07:43 - mmengine - INFO - Epoch(train) [2][1300/1879] lr: 6.5000e-03 eta: 21:01:43 time: 0.5741 data_time: 0.0182 memory: 13712 grad_norm: 6.2805 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9359 loss: 2.9359 2022/08/10 16:07:54 - mmengine - INFO - Epoch(train) [2][1320/1879] lr: 6.5000e-03 eta: 20:58:54 time: 0.5657 data_time: 0.0149 memory: 13712 grad_norm: 6.1356 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7690 loss: 2.7690 2022/08/10 16:08:06 - mmengine - INFO - Epoch(train) [2][1340/1879] lr: 6.5000e-03 eta: 20:56:08 time: 0.5672 data_time: 0.0160 memory: 13712 grad_norm: 6.1545 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.6666 loss: 2.6666 2022/08/10 16:08:17 - mmengine - INFO - Epoch(train) [2][1360/1879] lr: 6.5000e-03 eta: 20:53:23 time: 0.5670 data_time: 0.0157 memory: 13712 grad_norm: 6.0328 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.0645 loss: 3.0645 2022/08/10 16:08:29 - mmengine - INFO - Epoch(train) [2][1380/1879] lr: 6.5000e-03 eta: 20:50:44 time: 0.5719 data_time: 0.0163 memory: 13712 grad_norm: 5.9804 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.8240 loss: 2.8240 2022/08/10 16:08:40 - mmengine - INFO - Epoch(train) [2][1400/1879] lr: 6.5000e-03 eta: 20:48:02 time: 0.5645 data_time: 0.0153 memory: 13712 grad_norm: 6.0239 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.8919 loss: 2.8919 2022/08/10 16:08:51 - mmengine - INFO - Epoch(train) [2][1420/1879] lr: 6.5000e-03 eta: 20:45:25 time: 0.5712 data_time: 0.0173 memory: 13712 grad_norm: 5.9748 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.8797 loss: 2.8797 2022/08/10 16:09:03 - mmengine - INFO - Epoch(train) [2][1440/1879] lr: 6.5000e-03 eta: 20:42:48 time: 0.5668 data_time: 0.0158 memory: 13712 grad_norm: 5.9368 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.7141 loss: 2.7141 2022/08/10 16:09:14 - mmengine - INFO - Epoch(train) [2][1460/1879] lr: 6.5000e-03 eta: 20:40:12 time: 0.5648 data_time: 0.0159 memory: 13712 grad_norm: 6.0210 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.5223 loss: 2.5223 2022/08/10 16:09:25 - mmengine - INFO - Epoch(train) [2][1480/1879] lr: 6.5000e-03 eta: 20:37:36 time: 0.5632 data_time: 0.0160 memory: 13712 grad_norm: 6.1898 top1_acc: 0.1250 top5_acc: 0.4375 loss_cls: 2.8803 loss: 2.8803 2022/08/10 16:09:37 - mmengine - INFO - Epoch(train) [2][1500/1879] lr: 6.5000e-03 eta: 20:35:03 time: 0.5657 data_time: 0.0160 memory: 13712 grad_norm: 6.0901 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.7185 loss: 2.7185 2022/08/10 16:09:48 - mmengine - INFO - Epoch(train) [2][1520/1879] lr: 6.5000e-03 eta: 20:32:32 time: 0.5657 data_time: 0.0159 memory: 13712 grad_norm: 6.1175 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.7154 loss: 2.7154 2022/08/10 16:09:59 - mmengine - INFO - Epoch(train) [2][1540/1879] lr: 6.5000e-03 eta: 20:30:07 time: 0.5721 data_time: 0.0165 memory: 13712 grad_norm: 5.9867 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.6102 loss: 2.6102 2022/08/10 16:10:11 - mmengine - INFO - Epoch(train) [2][1560/1879] lr: 6.5000e-03 eta: 20:27:49 time: 0.5845 data_time: 0.0184 memory: 13712 grad_norm: 6.0109 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.6718 loss: 2.6718 2022/08/10 16:10:23 - mmengine - INFO - Epoch(train) [2][1580/1879] lr: 6.5000e-03 eta: 20:25:33 time: 0.5851 data_time: 0.0174 memory: 13712 grad_norm: 6.0627 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7034 loss: 2.7034 2022/08/10 16:10:34 - mmengine - INFO - Epoch(train) [2][1600/1879] lr: 6.5000e-03 eta: 20:23:12 time: 0.5724 data_time: 0.0153 memory: 13712 grad_norm: 6.0856 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6420 loss: 2.6420 2022/08/10 16:10:46 - mmengine - INFO - Epoch(train) [2][1620/1879] lr: 6.5000e-03 eta: 20:20:52 time: 0.5734 data_time: 0.0155 memory: 13712 grad_norm: 6.1856 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 2.9024 loss: 2.9024 2022/08/10 16:10:57 - mmengine - INFO - Epoch(train) [2][1640/1879] lr: 6.5000e-03 eta: 20:18:35 time: 0.5745 data_time: 0.0166 memory: 13712 grad_norm: 6.1252 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6255 loss: 2.6255 2022/08/10 16:11:08 - mmengine - INFO - Epoch(train) [2][1660/1879] lr: 6.5000e-03 eta: 20:16:17 time: 0.5699 data_time: 0.0151 memory: 13712 grad_norm: 6.1005 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5785 loss: 2.5785 2022/08/10 16:11:20 - mmengine - INFO - Epoch(train) [2][1680/1879] lr: 6.5000e-03 eta: 20:14:01 time: 0.5701 data_time: 0.0163 memory: 13712 grad_norm: 6.1472 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.7619 loss: 2.7619 2022/08/10 16:11:31 - mmengine - INFO - Epoch(train) [2][1700/1879] lr: 6.5000e-03 eta: 20:11:45 time: 0.5688 data_time: 0.0156 memory: 13712 grad_norm: 6.1361 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.5814 loss: 2.5814 2022/08/10 16:11:43 - mmengine - INFO - Epoch(train) [2][1720/1879] lr: 6.5000e-03 eta: 20:09:32 time: 0.5724 data_time: 0.0157 memory: 13712 grad_norm: 6.0647 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.6988 loss: 2.6988 2022/08/10 16:11:54 - mmengine - INFO - Epoch(train) [2][1740/1879] lr: 6.5000e-03 eta: 20:07:23 time: 0.5768 data_time: 0.0161 memory: 13712 grad_norm: 6.1231 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7146 loss: 2.7146 2022/08/10 16:12:06 - mmengine - INFO - Epoch(train) [2][1760/1879] lr: 6.5000e-03 eta: 20:05:25 time: 0.5965 data_time: 0.0439 memory: 13712 grad_norm: 5.9934 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.4507 loss: 2.4507 2022/08/10 16:12:18 - mmengine - INFO - Epoch(train) [2][1780/1879] lr: 6.5000e-03 eta: 20:03:18 time: 0.5760 data_time: 0.0150 memory: 13712 grad_norm: 6.0888 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.6145 loss: 2.6145 2022/08/10 16:12:29 - mmengine - INFO - Epoch(train) [2][1800/1879] lr: 6.5000e-03 eta: 20:01:09 time: 0.5687 data_time: 0.0163 memory: 13712 grad_norm: 6.0551 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.6870 loss: 2.6870 2022/08/10 16:12:40 - mmengine - INFO - Epoch(train) [2][1820/1879] lr: 6.5000e-03 eta: 19:59:01 time: 0.5700 data_time: 0.0159 memory: 13712 grad_norm: 6.1333 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.6040 loss: 2.6040 2022/08/10 16:12:52 - mmengine - INFO - Epoch(train) [2][1840/1879] lr: 6.5000e-03 eta: 19:56:55 time: 0.5689 data_time: 0.0159 memory: 13712 grad_norm: 5.9729 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 2.8103 loss: 2.8103 2022/08/10 16:13:03 - mmengine - INFO - Epoch(train) [2][1860/1879] lr: 6.5000e-03 eta: 19:54:51 time: 0.5727 data_time: 0.0178 memory: 13712 grad_norm: 6.0966 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5845 loss: 2.5845 2022/08/10 16:13:14 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 16:13:14 - mmengine - INFO - Epoch(train) [2][1879/1879] lr: 6.5000e-03 eta: 19:54:51 time: 0.5538 data_time: 0.0143 memory: 13712 grad_norm: 6.2744 top1_acc: 0.2857 top5_acc: 0.5714 loss_cls: 2.7487 loss: 2.7487 2022/08/10 16:14:31 - mmengine - INFO - Epoch(val) [2][20/155] eta: 0:08:43 time: 3.8749 data_time: 2.4945 memory: 14838 2022/08/10 16:15:32 - mmengine - INFO - Epoch(val) [2][40/155] eta: 0:05:47 time: 3.0195 data_time: 1.6393 memory: 14838 2022/08/10 16:16:42 - mmengine - INFO - Epoch(val) [2][60/155] eta: 0:05:34 time: 3.5228 data_time: 2.1417 memory: 14838 2022/08/10 16:17:38 - mmengine - INFO - Epoch(val) [2][80/155] eta: 0:03:29 time: 2.7928 data_time: 1.4113 memory: 14838 2022/08/10 16:18:50 - mmengine - INFO - Epoch(val) [2][100/155] eta: 0:03:17 time: 3.5924 data_time: 2.2129 memory: 14838 2022/08/10 16:19:46 - mmengine - INFO - Epoch(val) [2][120/155] eta: 0:01:38 time: 2.8199 data_time: 1.4417 memory: 14838 2022/08/10 16:21:04 - mmengine - INFO - Epoch(val) [2][140/155] eta: 0:00:58 time: 3.8932 data_time: 2.5206 memory: 14838 2022/08/10 16:21:48 - mmengine - INFO - Epoch(val) [2][155/155] acc/top1: 0.4889 acc/top5: 0.7522 acc/mean1: 0.4887 2022/08/10 16:21:48 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_r50_dense_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_2.pth is removed 2022/08/10 16:21:49 - mmengine - INFO - The best checkpoint with 0.4889 acc/top1 at 3 epoch is saved to best_acc/top1_epoch_3.pth. 2022/08/10 16:22:08 - mmengine - INFO - Epoch(train) [3][20/1879] lr: 1.1000e-02 eta: 19:49:34 time: 0.9501 data_time: 0.1931 memory: 14838 grad_norm: 6.2796 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 2.8422 loss: 2.8422 2022/08/10 16:22:19 - mmengine - INFO - Epoch(train) [3][40/1879] lr: 1.1000e-02 eta: 19:47:36 time: 0.5758 data_time: 0.0170 memory: 13712 grad_norm: 6.1611 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8654 loss: 2.8654 2022/08/10 16:22:31 - mmengine - INFO - Epoch(train) [3][60/1879] lr: 1.1000e-02 eta: 19:45:36 time: 0.5716 data_time: 0.0157 memory: 13712 grad_norm: 6.0819 top1_acc: 0.1875 top5_acc: 0.6250 loss_cls: 2.9978 loss: 2.9978 2022/08/10 16:22:42 - mmengine - INFO - Epoch(train) [3][80/1879] lr: 1.1000e-02 eta: 19:43:41 time: 0.5775 data_time: 0.0183 memory: 13712 grad_norm: 6.0075 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9198 loss: 2.9198 2022/08/10 16:22:54 - mmengine - INFO - Epoch(train) [3][100/1879] lr: 1.1000e-02 eta: 19:41:49 time: 0.5813 data_time: 0.0166 memory: 13712 grad_norm: 6.1686 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 2.9579 loss: 2.9579 2022/08/10 16:23:05 - mmengine - INFO - Epoch(train) [3][120/1879] lr: 1.1000e-02 eta: 19:39:54 time: 0.5730 data_time: 0.0159 memory: 13712 grad_norm: 6.1978 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9888 loss: 2.9888 2022/08/10 16:23:17 - mmengine - INFO - Epoch(train) [3][140/1879] lr: 1.1000e-02 eta: 19:37:59 time: 0.5729 data_time: 0.0165 memory: 13712 grad_norm: 6.0371 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.0224 loss: 3.0224 2022/08/10 16:23:28 - mmengine - INFO - Epoch(train) [3][160/1879] lr: 1.1000e-02 eta: 19:36:08 time: 0.5756 data_time: 0.0156 memory: 13712 grad_norm: 5.9210 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0307 loss: 3.0307 2022/08/10 16:23:40 - mmengine - INFO - Epoch(train) [3][180/1879] lr: 1.1000e-02 eta: 19:34:15 time: 0.5720 data_time: 0.0163 memory: 13712 grad_norm: 5.9635 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8077 loss: 2.8077 2022/08/10 16:23:53 - mmengine - INFO - Epoch(train) [3][200/1879] lr: 1.1000e-02 eta: 19:33:00 time: 0.6511 data_time: 0.0167 memory: 13712 grad_norm: 6.0324 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.8795 loss: 2.8795 2022/08/10 16:24:05 - mmengine - INFO - Epoch(train) [3][220/1879] lr: 1.1000e-02 eta: 19:31:23 time: 0.6024 data_time: 0.0170 memory: 13712 grad_norm: 5.9722 top1_acc: 0.1875 top5_acc: 0.6875 loss_cls: 2.7965 loss: 2.7965 2022/08/10 16:24:19 - mmengine - INFO - Epoch(train) [3][240/1879] lr: 1.1000e-02 eta: 19:30:41 time: 0.7234 data_time: 0.0178 memory: 13712 grad_norm: 5.9773 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7425 loss: 2.7425 2022/08/10 16:24:21 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 16:24:31 - mmengine - INFO - Epoch(train) [3][260/1879] lr: 1.1000e-02 eta: 19:29:07 time: 0.6048 data_time: 0.0139 memory: 13712 grad_norm: 5.9458 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 2.9197 loss: 2.9197 2022/08/10 16:24:43 - mmengine - INFO - Epoch(train) [3][280/1879] lr: 1.1000e-02 eta: 19:27:19 time: 0.5732 data_time: 0.0169 memory: 13712 grad_norm: 5.8066 top1_acc: 0.3125 top5_acc: 0.8125 loss_cls: 3.0329 loss: 3.0329 2022/08/10 16:24:54 - mmengine - INFO - Epoch(train) [3][300/1879] lr: 1.1000e-02 eta: 19:25:31 time: 0.5705 data_time: 0.0153 memory: 13712 grad_norm: 5.8338 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 2.8380 loss: 2.8380 2022/08/10 16:25:06 - mmengine - INFO - Epoch(train) [3][320/1879] lr: 1.1000e-02 eta: 19:23:47 time: 0.5772 data_time: 0.0156 memory: 13712 grad_norm: 5.8220 top1_acc: 0.3750 top5_acc: 0.4375 loss_cls: 3.0056 loss: 3.0056 2022/08/10 16:25:18 - mmengine - INFO - Epoch(train) [3][340/1879] lr: 1.1000e-02 eta: 19:22:21 time: 0.6170 data_time: 0.0231 memory: 13712 grad_norm: 5.9268 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.8529 loss: 2.8529 2022/08/10 16:25:30 - mmengine - INFO - Epoch(train) [3][360/1879] lr: 1.1000e-02 eta: 19:20:39 time: 0.5785 data_time: 0.0163 memory: 13712 grad_norm: 5.7665 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 3.0303 loss: 3.0303 2022/08/10 16:25:41 - mmengine - INFO - Epoch(train) [3][380/1879] lr: 1.1000e-02 eta: 19:18:56 time: 0.5720 data_time: 0.0164 memory: 13712 grad_norm: 5.7383 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 3.0169 loss: 3.0169 2022/08/10 16:25:53 - mmengine - INFO - Epoch(train) [3][400/1879] lr: 1.1000e-02 eta: 19:17:13 time: 0.5716 data_time: 0.0164 memory: 13712 grad_norm: 5.8468 top1_acc: 0.1875 top5_acc: 0.6250 loss_cls: 2.9096 loss: 2.9096 2022/08/10 16:26:04 - mmengine - INFO - Epoch(train) [3][420/1879] lr: 1.1000e-02 eta: 19:15:30 time: 0.5690 data_time: 0.0165 memory: 13712 grad_norm: 5.8471 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.7908 loss: 2.7908 2022/08/10 16:26:16 - mmengine - INFO - Epoch(train) [3][440/1879] lr: 1.1000e-02 eta: 19:13:49 time: 0.5727 data_time: 0.0175 memory: 13712 grad_norm: 6.0427 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9441 loss: 2.9441 2022/08/10 16:26:27 - mmengine - INFO - Epoch(train) [3][460/1879] lr: 1.1000e-02 eta: 19:12:17 time: 0.5920 data_time: 0.0162 memory: 13712 grad_norm: 5.9528 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 2.9222 loss: 2.9222 2022/08/10 16:26:39 - mmengine - INFO - Epoch(train) [3][480/1879] lr: 1.1000e-02 eta: 19:10:37 time: 0.5700 data_time: 0.0160 memory: 13712 grad_norm: 5.7728 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.8801 loss: 2.8801 2022/08/10 16:26:50 - mmengine - INFO - Epoch(train) [3][500/1879] lr: 1.1000e-02 eta: 19:08:59 time: 0.5752 data_time: 0.0157 memory: 13712 grad_norm: 5.7745 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.9552 loss: 2.9552 2022/08/10 16:27:04 - mmengine - INFO - Epoch(train) [3][520/1879] lr: 1.1000e-02 eta: 19:08:02 time: 0.6675 data_time: 0.0160 memory: 13712 grad_norm: 5.6641 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 3.0217 loss: 3.0217 2022/08/10 16:27:15 - mmengine - INFO - Epoch(train) [3][540/1879] lr: 1.1000e-02 eta: 19:06:25 time: 0.5733 data_time: 0.0159 memory: 13712 grad_norm: 5.7035 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.8165 loss: 2.8165 2022/08/10 16:27:27 - mmengine - INFO - Epoch(train) [3][560/1879] lr: 1.1000e-02 eta: 19:04:51 time: 0.5769 data_time: 0.0183 memory: 13712 grad_norm: 5.7475 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6772 loss: 2.6772 2022/08/10 16:27:39 - mmengine - INFO - Epoch(train) [3][580/1879] lr: 1.1000e-02 eta: 19:03:41 time: 0.6348 data_time: 0.0157 memory: 13712 grad_norm: 5.6678 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.9306 loss: 2.9306 2022/08/10 16:27:51 - mmengine - INFO - Epoch(train) [3][600/1879] lr: 1.1000e-02 eta: 19:02:11 time: 0.5831 data_time: 0.0160 memory: 13712 grad_norm: 5.6810 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7767 loss: 2.7767 2022/08/10 16:28:02 - mmengine - INFO - Epoch(train) [3][620/1879] lr: 1.1000e-02 eta: 19:00:36 time: 0.5716 data_time: 0.0168 memory: 13712 grad_norm: 5.6520 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.8679 loss: 2.8679 2022/08/10 16:28:14 - mmengine - INFO - Epoch(train) [3][640/1879] lr: 1.1000e-02 eta: 18:59:03 time: 0.5738 data_time: 0.0163 memory: 13712 grad_norm: 5.6316 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8529 loss: 2.8529 2022/08/10 16:28:25 - mmengine - INFO - Epoch(train) [3][660/1879] lr: 1.1000e-02 eta: 18:57:30 time: 0.5708 data_time: 0.0159 memory: 13712 grad_norm: 5.6304 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.8750 loss: 2.8750 2022/08/10 16:28:37 - mmengine - INFO - Epoch(train) [3][680/1879] lr: 1.1000e-02 eta: 18:55:57 time: 0.5692 data_time: 0.0166 memory: 13712 grad_norm: 5.5854 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.9935 loss: 2.9935 2022/08/10 16:28:48 - mmengine - INFO - Epoch(train) [3][700/1879] lr: 1.1000e-02 eta: 18:54:26 time: 0.5716 data_time: 0.0165 memory: 13712 grad_norm: 5.6458 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.8186 loss: 2.8186 2022/08/10 16:29:00 - mmengine - INFO - Epoch(train) [3][720/1879] lr: 1.1000e-02 eta: 18:52:56 time: 0.5748 data_time: 0.0169 memory: 13712 grad_norm: 5.5564 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 2.8334 loss: 2.8334 2022/08/10 16:29:11 - mmengine - INFO - Epoch(train) [3][740/1879] lr: 1.1000e-02 eta: 18:51:28 time: 0.5767 data_time: 0.0163 memory: 13712 grad_norm: 5.6323 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.8638 loss: 2.8638 2022/08/10 16:29:22 - mmengine - INFO - Epoch(train) [3][760/1879] lr: 1.1000e-02 eta: 18:49:57 time: 0.5660 data_time: 0.0168 memory: 13712 grad_norm: 5.6696 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 2.9275 loss: 2.9275 2022/08/10 16:29:34 - mmengine - INFO - Epoch(train) [3][780/1879] lr: 1.1000e-02 eta: 18:48:30 time: 0.5759 data_time: 0.0164 memory: 13712 grad_norm: 5.5846 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7056 loss: 2.7056 2022/08/10 16:29:45 - mmengine - INFO - Epoch(train) [3][800/1879] lr: 1.1000e-02 eta: 18:46:59 time: 0.5658 data_time: 0.0159 memory: 13712 grad_norm: 5.5937 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.7167 loss: 2.7167 2022/08/10 16:29:57 - mmengine - INFO - Epoch(train) [3][820/1879] lr: 1.1000e-02 eta: 18:45:33 time: 0.5750 data_time: 0.0194 memory: 13712 grad_norm: 5.6339 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.6348 loss: 2.6348 2022/08/10 16:30:09 - mmengine - INFO - Epoch(train) [3][840/1879] lr: 1.1000e-02 eta: 18:44:15 time: 0.5925 data_time: 0.0156 memory: 13712 grad_norm: 5.4982 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.7487 loss: 2.7487 2022/08/10 16:30:22 - mmengine - INFO - Epoch(train) [3][860/1879] lr: 1.1000e-02 eta: 18:43:20 time: 0.6530 data_time: 0.0215 memory: 13712 grad_norm: 5.4481 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7179 loss: 2.7179 2022/08/10 16:30:33 - mmengine - INFO - Epoch(train) [3][880/1879] lr: 1.1000e-02 eta: 18:41:56 time: 0.5752 data_time: 0.0167 memory: 13712 grad_norm: 5.6067 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.8554 loss: 2.8554 2022/08/10 16:30:45 - mmengine - INFO - Epoch(train) [3][900/1879] lr: 1.1000e-02 eta: 18:40:35 time: 0.5799 data_time: 0.0157 memory: 13712 grad_norm: 5.4692 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.7343 loss: 2.7343 2022/08/10 16:30:57 - mmengine - INFO - Epoch(train) [3][920/1879] lr: 1.1000e-02 eta: 18:39:15 time: 0.5837 data_time: 0.0169 memory: 13712 grad_norm: 5.7313 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.8191 loss: 2.8191 2022/08/10 16:31:08 - mmengine - INFO - Epoch(train) [3][940/1879] lr: 1.1000e-02 eta: 18:37:55 time: 0.5818 data_time: 0.0169 memory: 13712 grad_norm: 5.5182 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.8053 loss: 2.8053 2022/08/10 16:31:20 - mmengine - INFO - Epoch(train) [3][960/1879] lr: 1.1000e-02 eta: 18:36:34 time: 0.5774 data_time: 0.0173 memory: 13712 grad_norm: 5.5785 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.8317 loss: 2.8317 2022/08/10 16:31:33 - mmengine - INFO - Epoch(train) [3][980/1879] lr: 1.1000e-02 eta: 18:35:42 time: 0.6529 data_time: 0.0929 memory: 13712 grad_norm: 5.4919 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8174 loss: 2.8174 2022/08/10 16:31:45 - mmengine - INFO - Epoch(train) [3][1000/1879] lr: 1.1000e-02 eta: 18:34:29 time: 0.5954 data_time: 0.0340 memory: 13712 grad_norm: 5.5315 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.8101 loss: 2.8101 2022/08/10 16:31:56 - mmengine - INFO - Epoch(train) [3][1020/1879] lr: 1.1000e-02 eta: 18:33:12 time: 0.5824 data_time: 0.0158 memory: 13712 grad_norm: 5.4995 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.7922 loss: 2.7922 2022/08/10 16:32:08 - mmengine - INFO - Epoch(train) [3][1040/1879] lr: 1.1000e-02 eta: 18:31:59 time: 0.5936 data_time: 0.0353 memory: 13712 grad_norm: 5.6448 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 2.7057 loss: 2.7057 2022/08/10 16:32:20 - mmengine - INFO - Epoch(train) [3][1060/1879] lr: 1.1000e-02 eta: 18:30:43 time: 0.5826 data_time: 0.0159 memory: 13712 grad_norm: 5.4657 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.8052 loss: 2.8052 2022/08/10 16:32:31 - mmengine - INFO - Epoch(train) [3][1080/1879] lr: 1.1000e-02 eta: 18:29:25 time: 0.5774 data_time: 0.0196 memory: 13712 grad_norm: 5.6110 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6885 loss: 2.6885 2022/08/10 16:32:43 - mmengine - INFO - Epoch(train) [3][1100/1879] lr: 1.1000e-02 eta: 18:28:14 time: 0.5946 data_time: 0.0145 memory: 13712 grad_norm: 5.6348 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.9755 loss: 2.9755 2022/08/10 16:32:55 - mmengine - INFO - Epoch(train) [3][1120/1879] lr: 1.1000e-02 eta: 18:26:55 time: 0.5707 data_time: 0.0165 memory: 13712 grad_norm: 5.5539 top1_acc: 0.1875 top5_acc: 0.7500 loss_cls: 2.8542 loss: 2.8542 2022/08/10 16:33:06 - mmengine - INFO - Epoch(train) [3][1140/1879] lr: 1.1000e-02 eta: 18:25:37 time: 0.5719 data_time: 0.0154 memory: 13712 grad_norm: 5.4834 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7333 loss: 2.7333 2022/08/10 16:33:20 - mmengine - INFO - Epoch(train) [3][1160/1879] lr: 1.1000e-02 eta: 18:24:54 time: 0.6682 data_time: 0.0190 memory: 13712 grad_norm: 5.3774 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.6417 loss: 2.6417 2022/08/10 16:33:31 - mmengine - INFO - Epoch(train) [3][1180/1879] lr: 1.1000e-02 eta: 18:23:39 time: 0.5775 data_time: 0.0142 memory: 13712 grad_norm: 5.5712 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9155 loss: 2.9155 2022/08/10 16:33:43 - mmengine - INFO - Epoch(train) [3][1200/1879] lr: 1.1000e-02 eta: 18:22:25 time: 0.5786 data_time: 0.0154 memory: 13712 grad_norm: 5.4100 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 2.6947 loss: 2.6947 2022/08/10 16:33:54 - mmengine - INFO - Epoch(train) [3][1220/1879] lr: 1.1000e-02 eta: 18:21:12 time: 0.5802 data_time: 0.0192 memory: 13712 grad_norm: 5.4269 top1_acc: 0.1875 top5_acc: 0.3125 loss_cls: 2.7794 loss: 2.7794 2022/08/10 16:34:06 - mmengine - INFO - Epoch(train) [3][1240/1879] lr: 1.1000e-02 eta: 18:19:59 time: 0.5811 data_time: 0.0157 memory: 13712 grad_norm: 5.5444 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.6449 loss: 2.6449 2022/08/10 16:34:09 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 16:34:20 - mmengine - INFO - Epoch(train) [3][1260/1879] lr: 1.1000e-02 eta: 18:19:24 time: 0.6845 data_time: 0.0167 memory: 13712 grad_norm: 5.2950 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.7754 loss: 2.7754 2022/08/10 16:34:35 - mmengine - INFO - Epoch(train) [3][1280/1879] lr: 1.1000e-02 eta: 18:19:26 time: 0.7899 data_time: 0.0165 memory: 13712 grad_norm: 5.4246 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 2.9904 loss: 2.9904 2022/08/10 16:34:49 - mmengine - INFO - Epoch(train) [3][1300/1879] lr: 1.1000e-02 eta: 18:18:51 time: 0.6830 data_time: 0.0266 memory: 13712 grad_norm: 5.3265 top1_acc: 0.1875 top5_acc: 0.6875 loss_cls: 2.6933 loss: 2.6933 2022/08/10 16:35:02 - mmengine - INFO - Epoch(train) [3][1320/1879] lr: 1.1000e-02 eta: 18:17:58 time: 0.6326 data_time: 0.0201 memory: 13712 grad_norm: 5.6054 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.8984 loss: 2.8984 2022/08/10 16:35:13 - mmengine - INFO - Epoch(train) [3][1340/1879] lr: 1.1000e-02 eta: 18:16:47 time: 0.5792 data_time: 0.0162 memory: 13712 grad_norm: 5.4495 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.9023 loss: 2.9023 2022/08/10 16:35:25 - mmengine - INFO - Epoch(train) [3][1360/1879] lr: 1.1000e-02 eta: 18:15:33 time: 0.5716 data_time: 0.0163 memory: 13712 grad_norm: 5.6813 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.8039 loss: 2.8039 2022/08/10 16:35:37 - mmengine - INFO - Epoch(train) [3][1380/1879] lr: 1.1000e-02 eta: 18:14:36 time: 0.6176 data_time: 0.0159 memory: 13712 grad_norm: 5.2476 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.8506 loss: 2.8506 2022/08/10 16:35:49 - mmengine - INFO - Epoch(train) [3][1400/1879] lr: 1.1000e-02 eta: 18:13:26 time: 0.5791 data_time: 0.0167 memory: 13712 grad_norm: 5.3942 top1_acc: 0.1250 top5_acc: 0.6875 loss_cls: 2.8313 loss: 2.8313 2022/08/10 16:36:00 - mmengine - INFO - Epoch(train) [3][1420/1879] lr: 1.1000e-02 eta: 18:12:18 time: 0.5841 data_time: 0.0156 memory: 13712 grad_norm: 5.3566 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.8938 loss: 2.8938 2022/08/10 16:36:13 - mmengine - INFO - Epoch(train) [3][1440/1879] lr: 1.1000e-02 eta: 18:11:31 time: 0.6450 data_time: 0.0169 memory: 13712 grad_norm: 5.3650 top1_acc: 0.3750 top5_acc: 0.4375 loss_cls: 2.5649 loss: 2.5649 2022/08/10 16:36:25 - mmengine - INFO - Epoch(train) [3][1460/1879] lr: 1.1000e-02 eta: 18:10:28 time: 0.5944 data_time: 0.0161 memory: 13712 grad_norm: 5.2774 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 2.8178 loss: 2.8178 2022/08/10 16:36:39 - mmengine - INFO - Epoch(train) [3][1480/1879] lr: 1.1000e-02 eta: 18:09:52 time: 0.6744 data_time: 0.0158 memory: 13712 grad_norm: 5.2721 top1_acc: 0.1875 top5_acc: 0.3750 loss_cls: 2.9630 loss: 2.9630 2022/08/10 16:36:50 - mmengine - INFO - Epoch(train) [3][1500/1879] lr: 1.1000e-02 eta: 18:08:44 time: 0.5788 data_time: 0.0164 memory: 13712 grad_norm: 5.4333 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.7640 loss: 2.7640 2022/08/10 16:37:05 - mmengine - INFO - Epoch(train) [3][1520/1879] lr: 1.1000e-02 eta: 18:08:23 time: 0.7192 data_time: 0.1237 memory: 13712 grad_norm: 5.3360 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.6110 loss: 2.6110 2022/08/10 16:37:17 - mmengine - INFO - Epoch(train) [3][1540/1879] lr: 1.1000e-02 eta: 18:07:35 time: 0.6371 data_time: 0.0146 memory: 13712 grad_norm: 5.3531 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.8653 loss: 2.8653 2022/08/10 16:37:29 - mmengine - INFO - Epoch(train) [3][1560/1879] lr: 1.1000e-02 eta: 18:06:38 time: 0.6075 data_time: 0.0162 memory: 13712 grad_norm: 5.4330 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.6871 loss: 2.6871 2022/08/10 16:37:41 - mmengine - INFO - Epoch(train) [3][1580/1879] lr: 1.1000e-02 eta: 18:05:38 time: 0.6002 data_time: 0.0171 memory: 13712 grad_norm: 5.3749 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.7036 loss: 2.7036 2022/08/10 16:37:58 - mmengine - INFO - Epoch(train) [3][1600/1879] lr: 1.1000e-02 eta: 18:05:54 time: 0.8297 data_time: 0.0160 memory: 13712 grad_norm: 5.4514 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.1191 loss: 3.1191 2022/08/10 16:38:10 - mmengine - INFO - Epoch(train) [3][1620/1879] lr: 1.1000e-02 eta: 18:04:50 time: 0.5842 data_time: 0.0159 memory: 13712 grad_norm: 5.3355 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.7896 loss: 2.7896 2022/08/10 16:38:25 - mmengine - INFO - Epoch(train) [3][1640/1879] lr: 1.1000e-02 eta: 18:04:40 time: 0.7478 data_time: 0.0449 memory: 13712 grad_norm: 5.3164 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6562 loss: 2.6562 2022/08/10 16:38:39 - mmengine - INFO - Epoch(train) [3][1660/1879] lr: 1.1000e-02 eta: 18:04:18 time: 0.7141 data_time: 0.1467 memory: 13712 grad_norm: 5.2043 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6985 loss: 2.6985 2022/08/10 16:38:58 - mmengine - INFO - Epoch(train) [3][1680/1879] lr: 1.1000e-02 eta: 18:05:20 time: 0.9712 data_time: 0.0179 memory: 13712 grad_norm: 5.3671 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.7026 loss: 2.7026 2022/08/10 16:39:10 - mmengine - INFO - Epoch(train) [3][1700/1879] lr: 1.1000e-02 eta: 18:04:16 time: 0.5840 data_time: 0.0183 memory: 13712 grad_norm: 5.3110 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8320 loss: 2.8320 2022/08/10 16:39:24 - mmengine - INFO - Epoch(train) [3][1720/1879] lr: 1.1000e-02 eta: 18:03:54 time: 0.7103 data_time: 0.0163 memory: 13712 grad_norm: 5.3051 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 2.6241 loss: 2.6241 2022/08/10 16:39:39 - mmengine - INFO - Epoch(train) [3][1740/1879] lr: 1.1000e-02 eta: 18:03:41 time: 0.7431 data_time: 0.1707 memory: 13712 grad_norm: 5.4162 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6743 loss: 2.6743 2022/08/10 16:39:51 - mmengine - INFO - Epoch(train) [3][1760/1879] lr: 1.1000e-02 eta: 18:02:37 time: 0.5785 data_time: 0.0141 memory: 13712 grad_norm: 5.3188 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 2.5603 loss: 2.5603 2022/08/10 16:40:02 - mmengine - INFO - Epoch(train) [3][1780/1879] lr: 1.1000e-02 eta: 18:01:32 time: 0.5770 data_time: 0.0154 memory: 13712 grad_norm: 5.3247 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.7736 loss: 2.7736 2022/08/10 16:40:18 - mmengine - INFO - Epoch(train) [3][1800/1879] lr: 1.1000e-02 eta: 18:01:29 time: 0.7709 data_time: 0.0548 memory: 13712 grad_norm: 5.1554 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.6864 loss: 2.6864 2022/08/10 16:40:30 - mmengine - INFO - Epoch(train) [3][1820/1879] lr: 1.1000e-02 eta: 18:00:29 time: 0.5922 data_time: 0.0235 memory: 13712 grad_norm: 5.4180 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6586 loss: 2.6586 2022/08/10 16:40:41 - mmengine - INFO - Epoch(train) [3][1840/1879] lr: 1.1000e-02 eta: 17:59:25 time: 0.5763 data_time: 0.0163 memory: 13712 grad_norm: 5.4754 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.5442 loss: 2.5442 2022/08/10 16:40:52 - mmengine - INFO - Epoch(train) [3][1860/1879] lr: 1.1000e-02 eta: 17:58:20 time: 0.5730 data_time: 0.0153 memory: 13712 grad_norm: 5.3636 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.7289 loss: 2.7289 2022/08/10 16:41:03 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 16:41:03 - mmengine - INFO - Epoch(train) [3][1879/1879] lr: 1.1000e-02 eta: 17:58:20 time: 0.5578 data_time: 0.0158 memory: 13712 grad_norm: 5.3261 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 2.7119 loss: 2.7119 2022/08/10 16:41:03 - mmengine - INFO - Saving checkpoint at 3 epochs 2022/08/10 16:42:23 - mmengine - INFO - Epoch(val) [3][20/155] eta: 0:08:45 time: 3.8958 data_time: 2.4994 memory: 14838 2022/08/10 16:43:20 - mmengine - INFO - Epoch(val) [3][40/155] eta: 0:05:25 time: 2.8331 data_time: 1.4540 memory: 14838 2022/08/10 16:44:40 - mmengine - INFO - Epoch(val) [3][60/155] eta: 0:06:21 time: 4.0106 data_time: 2.6387 memory: 14838 2022/08/10 16:45:39 - mmengine - INFO - Epoch(val) [3][80/155] eta: 0:03:40 time: 2.9431 data_time: 1.5716 memory: 14838 2022/08/10 16:46:52 - mmengine - INFO - Epoch(val) [3][100/155] eta: 0:03:21 time: 3.6625 data_time: 2.2865 memory: 14838 2022/08/10 16:47:48 - mmengine - INFO - Epoch(val) [3][120/155] eta: 0:01:38 time: 2.8166 data_time: 1.4412 memory: 14838 2022/08/10 16:49:01 - mmengine - INFO - Epoch(val) [3][140/155] eta: 0:00:54 time: 3.6224 data_time: 2.2437 memory: 14838 2022/08/10 16:49:39 - mmengine - INFO - Epoch(val) [3][155/155] acc/top1: 0.4661 acc/top5: 0.7335 acc/mean1: 0.4657 2022/08/10 16:50:03 - mmengine - INFO - Epoch(train) [4][20/1879] lr: 1.5500e-02 eta: 17:56:31 time: 1.1720 data_time: 0.1279 memory: 14838 grad_norm: 5.3918 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.8099 loss: 2.8099 2022/08/10 16:50:16 - mmengine - INFO - Epoch(train) [4][40/1879] lr: 1.5500e-02 eta: 17:55:45 time: 0.6297 data_time: 0.0723 memory: 13712 grad_norm: 5.4155 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.8779 loss: 2.8779 2022/08/10 16:50:28 - mmengine - INFO - Epoch(train) [4][60/1879] lr: 1.5500e-02 eta: 17:54:51 time: 0.6063 data_time: 0.0169 memory: 13712 grad_norm: 5.3173 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.7698 loss: 2.7698 2022/08/10 16:50:40 - mmengine - INFO - Epoch(train) [4][80/1879] lr: 1.5500e-02 eta: 17:53:58 time: 0.6041 data_time: 0.0331 memory: 13712 grad_norm: 5.2696 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.7619 loss: 2.7619 2022/08/10 16:50:52 - mmengine - INFO - Epoch(train) [4][100/1879] lr: 1.5500e-02 eta: 17:53:00 time: 0.5914 data_time: 0.0140 memory: 13712 grad_norm: 5.1789 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.8255 loss: 2.8255 2022/08/10 16:51:06 - mmengine - INFO - Epoch(train) [4][120/1879] lr: 1.5500e-02 eta: 17:52:41 time: 0.7131 data_time: 0.1520 memory: 13712 grad_norm: 5.4734 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 3.1956 loss: 3.1956 2022/08/10 16:51:23 - mmengine - INFO - Epoch(train) [4][140/1879] lr: 1.5500e-02 eta: 17:53:09 time: 0.8712 data_time: 0.0157 memory: 13712 grad_norm: 5.0580 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.7408 loss: 2.7408 2022/08/10 16:51:35 - mmengine - INFO - Epoch(train) [4][160/1879] lr: 1.5500e-02 eta: 17:52:08 time: 0.5754 data_time: 0.0167 memory: 13712 grad_norm: 5.2820 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.5940 loss: 2.5940 2022/08/10 16:51:46 - mmengine - INFO - Epoch(train) [4][180/1879] lr: 1.5500e-02 eta: 17:51:08 time: 0.5815 data_time: 0.0158 memory: 13712 grad_norm: 5.2125 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.7642 loss: 2.7642 2022/08/10 16:52:02 - mmengine - INFO - Epoch(train) [4][200/1879] lr: 1.5500e-02 eta: 17:51:07 time: 0.7731 data_time: 0.0166 memory: 13712 grad_norm: 5.1795 top1_acc: 0.1875 top5_acc: 0.6875 loss_cls: 2.8997 loss: 2.8997 2022/08/10 16:52:16 - mmengine - INFO - Epoch(train) [4][220/1879] lr: 1.5500e-02 eta: 17:50:45 time: 0.7051 data_time: 0.0161 memory: 13712 grad_norm: 5.2188 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9528 loss: 2.9528 2022/08/10 16:52:28 - mmengine - INFO - Epoch(train) [4][240/1879] lr: 1.5500e-02 eta: 17:49:46 time: 0.5805 data_time: 0.0215 memory: 13712 grad_norm: 5.0205 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8509 loss: 2.8509 2022/08/10 16:52:39 - mmengine - INFO - Epoch(train) [4][260/1879] lr: 1.5500e-02 eta: 17:48:48 time: 0.5857 data_time: 0.0166 memory: 13712 grad_norm: 5.1024 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.6442 loss: 2.6442 2022/08/10 16:52:52 - mmengine - INFO - Epoch(train) [4][280/1879] lr: 1.5500e-02 eta: 17:48:05 time: 0.6320 data_time: 0.0184 memory: 13712 grad_norm: 5.0283 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.7011 loss: 2.7011 2022/08/10 16:53:03 - mmengine - INFO - Epoch(train) [4][300/1879] lr: 1.5500e-02 eta: 17:47:06 time: 0.5776 data_time: 0.0144 memory: 13712 grad_norm: 5.1743 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.7296 loss: 2.7296 2022/08/10 16:53:16 - mmengine - INFO - Epoch(train) [4][320/1879] lr: 1.5500e-02 eta: 17:46:16 time: 0.6065 data_time: 0.0179 memory: 13712 grad_norm: 5.0381 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8761 loss: 2.8761 2022/08/10 16:53:29 - mmengine - INFO - Epoch(train) [4][340/1879] lr: 1.5500e-02 eta: 17:45:51 time: 0.6940 data_time: 0.0157 memory: 13712 grad_norm: 5.0255 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7081 loss: 2.7081 2022/08/10 16:53:41 - mmengine - INFO - Epoch(train) [4][360/1879] lr: 1.5500e-02 eta: 17:44:54 time: 0.5816 data_time: 0.0175 memory: 13712 grad_norm: 5.0290 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.5140 loss: 2.5140 2022/08/10 16:53:43 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 16:53:53 - mmengine - INFO - Epoch(train) [4][380/1879] lr: 1.5500e-02 eta: 17:43:57 time: 0.5801 data_time: 0.0150 memory: 13712 grad_norm: 5.0755 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.8721 loss: 2.8721 2022/08/10 16:54:08 - mmengine - INFO - Epoch(train) [4][400/1879] lr: 1.5500e-02 eta: 17:43:54 time: 0.7656 data_time: 0.0181 memory: 13712 grad_norm: 5.0687 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.8106 loss: 2.8106 2022/08/10 16:54:21 - mmengine - INFO - Epoch(train) [4][420/1879] lr: 1.5500e-02 eta: 17:43:15 time: 0.6406 data_time: 0.0151 memory: 13712 grad_norm: 5.0718 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.9133 loss: 2.9133 2022/08/10 16:54:36 - mmengine - INFO - Epoch(train) [4][440/1879] lr: 1.5500e-02 eta: 17:43:12 time: 0.7680 data_time: 0.0164 memory: 13712 grad_norm: 5.1617 top1_acc: 0.1250 top5_acc: 0.5625 loss_cls: 2.7876 loss: 2.7876 2022/08/10 16:54:48 - mmengine - INFO - Epoch(train) [4][460/1879] lr: 1.5500e-02 eta: 17:42:17 time: 0.5837 data_time: 0.0174 memory: 13712 grad_norm: 5.0311 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.8996 loss: 2.8996 2022/08/10 16:54:59 - mmengine - INFO - Epoch(train) [4][480/1879] lr: 1.5500e-02 eta: 17:41:19 time: 0.5744 data_time: 0.0168 memory: 13712 grad_norm: 5.0385 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.7610 loss: 2.7610 2022/08/10 16:55:11 - mmengine - INFO - Epoch(train) [4][500/1879] lr: 1.5500e-02 eta: 17:40:25 time: 0.5882 data_time: 0.0175 memory: 13712 grad_norm: 4.9456 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.7720 loss: 2.7720 2022/08/10 16:55:25 - mmengine - INFO - Epoch(train) [4][520/1879] lr: 1.5500e-02 eta: 17:40:00 time: 0.6872 data_time: 0.0173 memory: 13712 grad_norm: 4.9995 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.8496 loss: 2.8496 2022/08/10 16:55:41 - mmengine - INFO - Epoch(train) [4][540/1879] lr: 1.5500e-02 eta: 17:40:10 time: 0.8100 data_time: 0.0161 memory: 13712 grad_norm: 4.9343 top1_acc: 0.3750 top5_acc: 0.4375 loss_cls: 3.1080 loss: 3.1080 2022/08/10 16:55:53 - mmengine - INFO - Epoch(train) [4][560/1879] lr: 1.5500e-02 eta: 17:39:16 time: 0.5849 data_time: 0.0194 memory: 13712 grad_norm: 5.0062 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.6242 loss: 2.6242 2022/08/10 16:56:06 - mmengine - INFO - Epoch(train) [4][580/1879] lr: 1.5500e-02 eta: 17:38:39 time: 0.6453 data_time: 0.0149 memory: 13712 grad_norm: 5.0131 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.5625 loss: 2.5625 2022/08/10 16:56:18 - mmengine - INFO - Epoch(train) [4][600/1879] lr: 1.5500e-02 eta: 17:37:58 time: 0.6291 data_time: 0.0160 memory: 13712 grad_norm: 4.9604 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 2.5873 loss: 2.5873 2022/08/10 16:56:36 - mmengine - INFO - Epoch(train) [4][620/1879] lr: 1.5500e-02 eta: 17:38:22 time: 0.8626 data_time: 0.0155 memory: 13712 grad_norm: 4.9178 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 3.0828 loss: 3.0828 2022/08/10 16:56:49 - mmengine - INFO - Epoch(train) [4][640/1879] lr: 1.5500e-02 eta: 17:37:50 time: 0.6618 data_time: 0.0176 memory: 13712 grad_norm: 4.8471 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.8726 loss: 2.8726 2022/08/10 16:57:03 - mmengine - INFO - Epoch(train) [4][660/1879] lr: 1.5500e-02 eta: 17:37:35 time: 0.7202 data_time: 0.0166 memory: 13712 grad_norm: 5.0103 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.9370 loss: 2.9370 2022/08/10 16:57:15 - mmengine - INFO - Epoch(train) [4][680/1879] lr: 1.5500e-02 eta: 17:36:38 time: 0.5728 data_time: 0.0162 memory: 13712 grad_norm: 5.0739 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.9400 loss: 2.9400 2022/08/10 16:57:27 - mmengine - INFO - Epoch(train) [4][700/1879] lr: 1.5500e-02 eta: 17:35:52 time: 0.6091 data_time: 0.0479 memory: 13712 grad_norm: 4.9608 top1_acc: 0.1875 top5_acc: 0.6250 loss_cls: 2.9176 loss: 2.9176 2022/08/10 16:57:38 - mmengine - INFO - Epoch(train) [4][720/1879] lr: 1.5500e-02 eta: 17:34:58 time: 0.5793 data_time: 0.0139 memory: 13712 grad_norm: 4.8606 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9326 loss: 2.9326 2022/08/10 16:57:50 - mmengine - INFO - Epoch(train) [4][740/1879] lr: 1.5500e-02 eta: 17:34:05 time: 0.5831 data_time: 0.0170 memory: 13712 grad_norm: 5.0171 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.7890 loss: 2.7890 2022/08/10 16:58:02 - mmengine - INFO - Epoch(train) [4][760/1879] lr: 1.5500e-02 eta: 17:33:12 time: 0.5811 data_time: 0.0191 memory: 13712 grad_norm: 4.9171 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7018 loss: 2.7018 2022/08/10 16:58:13 - mmengine - INFO - Epoch(train) [4][780/1879] lr: 1.5500e-02 eta: 17:32:19 time: 0.5778 data_time: 0.0156 memory: 13712 grad_norm: 4.9519 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 3.0165 loss: 3.0165 2022/08/10 16:58:27 - mmengine - INFO - Epoch(train) [4][800/1879] lr: 1.5500e-02 eta: 17:31:56 time: 0.6908 data_time: 0.0204 memory: 13712 grad_norm: 4.8302 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.8355 loss: 2.8355 2022/08/10 16:58:40 - mmengine - INFO - Epoch(train) [4][820/1879] lr: 1.5500e-02 eta: 17:31:19 time: 0.6366 data_time: 0.0142 memory: 13712 grad_norm: 5.0987 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9603 loss: 2.9603 2022/08/10 16:58:57 - mmengine - INFO - Epoch(train) [4][840/1879] lr: 1.5500e-02 eta: 17:31:40 time: 0.8539 data_time: 0.0164 memory: 13712 grad_norm: 4.8496 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7545 loss: 2.7545 2022/08/10 16:59:11 - mmengine - INFO - Epoch(train) [4][860/1879] lr: 1.5500e-02 eta: 17:31:19 time: 0.6979 data_time: 0.0158 memory: 13712 grad_norm: 4.8592 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.4638 loss: 2.4638 2022/08/10 16:59:22 - mmengine - INFO - Epoch(train) [4][880/1879] lr: 1.5500e-02 eta: 17:30:28 time: 0.5846 data_time: 0.0233 memory: 13712 grad_norm: 4.7970 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.7934 loss: 2.7934 2022/08/10 16:59:34 - mmengine - INFO - Epoch(train) [4][900/1879] lr: 1.5500e-02 eta: 17:29:38 time: 0.5867 data_time: 0.0171 memory: 13712 grad_norm: 4.8033 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.8179 loss: 2.8179 2022/08/10 16:59:48 - mmengine - INFO - Epoch(train) [4][920/1879] lr: 1.5500e-02 eta: 17:29:21 time: 0.7129 data_time: 0.1464 memory: 13712 grad_norm: 4.8724 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 2.7688 loss: 2.7688 2022/08/10 17:00:03 - mmengine - INFO - Epoch(train) [4][940/1879] lr: 1.5500e-02 eta: 17:29:12 time: 0.7395 data_time: 0.1785 memory: 13712 grad_norm: 4.8787 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.5602 loss: 2.5602 2022/08/10 17:00:15 - mmengine - INFO - Epoch(train) [4][960/1879] lr: 1.5500e-02 eta: 17:28:28 time: 0.6086 data_time: 0.0400 memory: 13712 grad_norm: 4.7258 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.6844 loss: 2.6844 2022/08/10 17:00:27 - mmengine - INFO - Epoch(train) [4][980/1879] lr: 1.5500e-02 eta: 17:27:40 time: 0.5915 data_time: 0.0167 memory: 13712 grad_norm: 4.8532 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7280 loss: 2.7280 2022/08/10 17:00:39 - mmengine - INFO - Epoch(train) [4][1000/1879] lr: 1.5500e-02 eta: 17:26:51 time: 0.5890 data_time: 0.0177 memory: 13712 grad_norm: 5.0033 top1_acc: 0.1250 top5_acc: 0.5625 loss_cls: 2.8336 loss: 2.8336 2022/08/10 17:00:52 - mmengine - INFO - Epoch(train) [4][1020/1879] lr: 1.5500e-02 eta: 17:26:12 time: 0.6254 data_time: 0.0189 memory: 13712 grad_norm: 4.8714 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.8156 loss: 2.8156 2022/08/10 17:01:03 - mmengine - INFO - Epoch(train) [4][1040/1879] lr: 1.5500e-02 eta: 17:25:25 time: 0.5929 data_time: 0.0172 memory: 13712 grad_norm: 4.6806 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.7407 loss: 2.7407 2022/08/10 17:01:16 - mmengine - INFO - Epoch(train) [4][1060/1879] lr: 1.5500e-02 eta: 17:24:47 time: 0.6309 data_time: 0.0188 memory: 13712 grad_norm: 4.8870 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.5075 loss: 2.5075 2022/08/10 17:01:28 - mmengine - INFO - Epoch(train) [4][1080/1879] lr: 1.5500e-02 eta: 17:23:56 time: 0.5753 data_time: 0.0162 memory: 13712 grad_norm: 4.7128 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7078 loss: 2.7078 2022/08/10 17:01:40 - mmengine - INFO - Epoch(train) [4][1100/1879] lr: 1.5500e-02 eta: 17:23:15 time: 0.6166 data_time: 0.0153 memory: 13712 grad_norm: 4.6836 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.8970 loss: 2.8970 2022/08/10 17:01:51 - mmengine - INFO - Epoch(train) [4][1120/1879] lr: 1.5500e-02 eta: 17:22:24 time: 0.5738 data_time: 0.0201 memory: 13712 grad_norm: 4.8136 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.5961 loss: 2.5961 2022/08/10 17:02:05 - mmengine - INFO - Epoch(train) [4][1140/1879] lr: 1.5500e-02 eta: 17:21:58 time: 0.6725 data_time: 0.0152 memory: 13712 grad_norm: 4.8916 top1_acc: 0.6875 top5_acc: 0.6875 loss_cls: 2.5817 loss: 2.5817 2022/08/10 17:02:18 - mmengine - INFO - Epoch(train) [4][1160/1879] lr: 1.5500e-02 eta: 17:21:31 time: 0.6701 data_time: 0.0182 memory: 13712 grad_norm: 4.7861 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.6144 loss: 2.6144 2022/08/10 17:02:31 - mmengine - INFO - Epoch(train) [4][1180/1879] lr: 1.5500e-02 eta: 17:20:58 time: 0.6437 data_time: 0.0148 memory: 13712 grad_norm: 4.9495 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 2.8417 loss: 2.8417 2022/08/10 17:02:44 - mmengine - INFO - Epoch(train) [4][1200/1879] lr: 1.5500e-02 eta: 17:20:26 time: 0.6472 data_time: 0.0166 memory: 13712 grad_norm: 4.7052 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.8324 loss: 2.8324 2022/08/10 17:02:57 - mmengine - INFO - Epoch(train) [4][1220/1879] lr: 1.5500e-02 eta: 17:19:52 time: 0.6389 data_time: 0.0344 memory: 13712 grad_norm: 4.5767 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.6989 loss: 2.6989 2022/08/10 17:03:10 - mmengine - INFO - Epoch(train) [4][1240/1879] lr: 1.5500e-02 eta: 17:19:19 time: 0.6426 data_time: 0.0190 memory: 13712 grad_norm: 4.7448 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.5807 loss: 2.5807 2022/08/10 17:03:22 - mmengine - INFO - Epoch(train) [4][1260/1879] lr: 1.5500e-02 eta: 17:18:33 time: 0.5917 data_time: 0.0155 memory: 13712 grad_norm: 4.8552 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.7481 loss: 2.7481 2022/08/10 17:03:37 - mmengine - INFO - Epoch(train) [4][1280/1879] lr: 1.5500e-02 eta: 17:18:31 time: 0.7633 data_time: 0.2008 memory: 13712 grad_norm: 4.7523 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.6162 loss: 2.6162 2022/08/10 17:03:49 - mmengine - INFO - Epoch(train) [4][1300/1879] lr: 1.5500e-02 eta: 17:17:54 time: 0.6251 data_time: 0.0120 memory: 13712 grad_norm: 4.7825 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.8263 loss: 2.8263 2022/08/10 17:04:06 - mmengine - INFO - Epoch(train) [4][1320/1879] lr: 1.5500e-02 eta: 17:18:14 time: 0.8525 data_time: 0.0214 memory: 13712 grad_norm: 4.7592 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.6948 loss: 2.6948 2022/08/10 17:04:18 - mmengine - INFO - Epoch(train) [4][1340/1879] lr: 1.5500e-02 eta: 17:17:25 time: 0.5790 data_time: 0.0158 memory: 13712 grad_norm: 4.8064 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.6210 loss: 2.6210 2022/08/10 17:04:31 - mmengine - INFO - Epoch(train) [4][1360/1879] lr: 1.5500e-02 eta: 17:16:55 time: 0.6504 data_time: 0.0163 memory: 13712 grad_norm: 4.8156 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.5757 loss: 2.5757 2022/08/10 17:04:33 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 17:04:44 - mmengine - INFO - Epoch(train) [4][1380/1879] lr: 1.5500e-02 eta: 17:16:20 time: 0.6315 data_time: 0.0165 memory: 13712 grad_norm: 4.7957 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.8124 loss: 2.8124 2022/08/10 17:04:56 - mmengine - INFO - Epoch(train) [4][1400/1879] lr: 1.5500e-02 eta: 17:15:38 time: 0.6054 data_time: 0.0167 memory: 13712 grad_norm: 4.6699 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7141 loss: 2.7141 2022/08/10 17:05:08 - mmengine - INFO - Epoch(train) [4][1420/1879] lr: 1.5500e-02 eta: 17:15:01 time: 0.6207 data_time: 0.0151 memory: 13712 grad_norm: 4.6690 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4819 loss: 2.4819 2022/08/10 17:05:26 - mmengine - INFO - Epoch(train) [4][1440/1879] lr: 1.5500e-02 eta: 17:15:28 time: 0.8856 data_time: 0.0540 memory: 13712 grad_norm: 4.7317 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.7009 loss: 2.7009 2022/08/10 17:05:38 - mmengine - INFO - Epoch(train) [4][1460/1879] lr: 1.5500e-02 eta: 17:14:49 time: 0.6135 data_time: 0.0509 memory: 13712 grad_norm: 4.7717 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 2.8529 loss: 2.8529 2022/08/10 17:05:53 - mmengine - INFO - Epoch(train) [4][1480/1879] lr: 1.5500e-02 eta: 17:14:35 time: 0.7176 data_time: 0.0153 memory: 13712 grad_norm: 4.7423 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.7442 loss: 2.7442 2022/08/10 17:06:05 - mmengine - INFO - Epoch(train) [4][1500/1879] lr: 1.5500e-02 eta: 17:13:59 time: 0.6247 data_time: 0.0246 memory: 13712 grad_norm: 4.7415 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.7074 loss: 2.7074 2022/08/10 17:06:18 - mmengine - INFO - Epoch(train) [4][1520/1879] lr: 1.5500e-02 eta: 17:13:33 time: 0.6639 data_time: 0.0146 memory: 13712 grad_norm: 4.8027 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.6316 loss: 2.6316 2022/08/10 17:06:32 - mmengine - INFO - Epoch(train) [4][1540/1879] lr: 1.5500e-02 eta: 17:13:10 time: 0.6817 data_time: 0.0164 memory: 13712 grad_norm: 4.6793 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 3.0860 loss: 3.0860 2022/08/10 17:06:53 - mmengine - INFO - Epoch(train) [4][1560/1879] lr: 1.5500e-02 eta: 17:14:22 time: 1.0697 data_time: 0.0179 memory: 13712 grad_norm: 4.7399 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.5251 loss: 2.5251 2022/08/10 17:07:05 - mmengine - INFO - Epoch(train) [4][1580/1879] lr: 1.5500e-02 eta: 17:13:42 time: 0.6105 data_time: 0.0163 memory: 13712 grad_norm: 4.5939 top1_acc: 0.3125 top5_acc: 0.8125 loss_cls: 2.7208 loss: 2.7208 2022/08/10 17:07:19 - mmengine - INFO - Epoch(train) [4][1600/1879] lr: 1.5500e-02 eta: 17:13:18 time: 0.6740 data_time: 0.0157 memory: 13712 grad_norm: 4.7950 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.7610 loss: 2.7610 2022/08/10 17:07:31 - mmengine - INFO - Epoch(train) [4][1620/1879] lr: 1.5500e-02 eta: 17:12:37 time: 0.6021 data_time: 0.0177 memory: 13712 grad_norm: 4.6617 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.5954 loss: 2.5954 2022/08/10 17:07:45 - mmengine - INFO - Epoch(train) [4][1640/1879] lr: 1.5500e-02 eta: 17:12:14 time: 0.6802 data_time: 0.0189 memory: 13712 grad_norm: 4.6222 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6793 loss: 2.6793 2022/08/10 17:08:01 - mmengine - INFO - Epoch(train) [4][1660/1879] lr: 1.5500e-02 eta: 17:12:22 time: 0.8073 data_time: 0.0157 memory: 13712 grad_norm: 4.5840 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 2.9177 loss: 2.9177 2022/08/10 17:08:12 - mmengine - INFO - Epoch(train) [4][1680/1879] lr: 1.5500e-02 eta: 17:11:34 time: 0.5734 data_time: 0.0184 memory: 13712 grad_norm: 4.6672 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.6238 loss: 2.6238 2022/08/10 17:08:26 - mmengine - INFO - Epoch(train) [4][1700/1879] lr: 1.5500e-02 eta: 17:11:17 time: 0.7015 data_time: 0.0152 memory: 13712 grad_norm: 4.6123 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.8542 loss: 2.8542 2022/08/10 17:08:39 - mmengine - INFO - Epoch(train) [4][1720/1879] lr: 1.5500e-02 eta: 17:10:42 time: 0.6250 data_time: 0.0160 memory: 13712 grad_norm: 4.5761 top1_acc: 0.1875 top5_acc: 0.6875 loss_cls: 2.6201 loss: 2.6201 2022/08/10 17:08:50 - mmengine - INFO - Epoch(train) [4][1740/1879] lr: 1.5500e-02 eta: 17:09:57 time: 0.5859 data_time: 0.0149 memory: 13712 grad_norm: 4.6784 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7677 loss: 2.7677 2022/08/10 17:09:02 - mmengine - INFO - Epoch(train) [4][1760/1879] lr: 1.5500e-02 eta: 17:09:11 time: 0.5784 data_time: 0.0175 memory: 13712 grad_norm: 4.5543 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.6654 loss: 2.6654 2022/08/10 17:09:14 - mmengine - INFO - Epoch(train) [4][1780/1879] lr: 1.5500e-02 eta: 17:08:27 time: 0.5863 data_time: 0.0173 memory: 13712 grad_norm: 4.6581 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 2.5689 loss: 2.5689 2022/08/10 17:09:25 - mmengine - INFO - Epoch(train) [4][1800/1879] lr: 1.5500e-02 eta: 17:07:41 time: 0.5765 data_time: 0.0201 memory: 13712 grad_norm: 4.6490 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8451 loss: 2.8451 2022/08/10 17:09:37 - mmengine - INFO - Epoch(train) [4][1820/1879] lr: 1.5500e-02 eta: 17:06:59 time: 0.5926 data_time: 0.0152 memory: 13712 grad_norm: 4.7025 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7745 loss: 2.7745 2022/08/10 17:09:49 - mmengine - INFO - Epoch(train) [4][1840/1879] lr: 1.5500e-02 eta: 17:06:17 time: 0.5904 data_time: 0.0178 memory: 13712 grad_norm: 4.6796 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.4768 loss: 2.4768 2022/08/10 17:10:00 - mmengine - INFO - Epoch(train) [4][1860/1879] lr: 1.5500e-02 eta: 17:05:31 time: 0.5777 data_time: 0.0171 memory: 13712 grad_norm: 4.6334 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.5165 loss: 2.5165 2022/08/10 17:10:11 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 17:10:11 - mmengine - INFO - Epoch(train) [4][1879/1879] lr: 1.5500e-02 eta: 17:05:31 time: 0.5560 data_time: 0.0153 memory: 13712 grad_norm: 4.7277 top1_acc: 0.2857 top5_acc: 0.5714 loss_cls: 2.7702 loss: 2.7702 2022/08/10 17:11:31 - mmengine - INFO - Epoch(val) [4][20/155] eta: 0:08:57 time: 3.9783 data_time: 2.5987 memory: 14838 2022/08/10 17:12:29 - mmengine - INFO - Epoch(val) [4][40/155] eta: 0:05:33 time: 2.8993 data_time: 1.5208 memory: 14838 2022/08/10 17:13:34 - mmengine - INFO - Epoch(val) [4][60/155] eta: 0:05:12 time: 3.2849 data_time: 1.9126 memory: 14838 2022/08/10 17:14:28 - mmengine - INFO - Epoch(val) [4][80/155] eta: 0:03:22 time: 2.6949 data_time: 1.3176 memory: 14838 2022/08/10 17:15:41 - mmengine - INFO - Epoch(val) [4][100/155] eta: 0:03:20 time: 3.6422 data_time: 2.2607 memory: 14838 2022/08/10 17:16:36 - mmengine - INFO - Epoch(val) [4][120/155] eta: 0:01:36 time: 2.7500 data_time: 1.3739 memory: 14838 2022/08/10 17:17:52 - mmengine - INFO - Epoch(val) [4][140/155] eta: 0:00:56 time: 3.7954 data_time: 2.4120 memory: 14838 2022/08/10 17:18:56 - mmengine - INFO - Epoch(val) [4][155/155] acc/top1: 0.4825 acc/top5: 0.7507 acc/mean1: 0.4824 2022/08/10 17:19:13 - mmengine - INFO - Epoch(train) [5][20/1879] lr: 2.0000e-02 eta: 17:03:01 time: 0.8530 data_time: 0.2451 memory: 14838 grad_norm: 4.7902 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 2.4933 loss: 2.4933 2022/08/10 17:19:27 - mmengine - INFO - Epoch(train) [5][40/1879] lr: 2.0000e-02 eta: 17:02:34 time: 0.6533 data_time: 0.0139 memory: 13712 grad_norm: 4.5974 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 2.6477 loss: 2.6477 2022/08/10 17:19:39 - mmengine - INFO - Epoch(train) [5][60/1879] lr: 2.0000e-02 eta: 17:01:58 time: 0.6152 data_time: 0.0166 memory: 13712 grad_norm: 4.5798 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8265 loss: 2.8265 2022/08/10 17:19:50 - mmengine - INFO - Epoch(train) [5][80/1879] lr: 2.0000e-02 eta: 17:01:14 time: 0.5777 data_time: 0.0153 memory: 13712 grad_norm: 4.5159 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7559 loss: 2.7559 2022/08/10 17:20:04 - mmengine - INFO - Epoch(train) [5][100/1879] lr: 2.0000e-02 eta: 17:00:52 time: 0.6751 data_time: 0.0167 memory: 13712 grad_norm: 4.6131 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8143 loss: 2.8143 2022/08/10 17:20:16 - mmengine - INFO - Epoch(train) [5][120/1879] lr: 2.0000e-02 eta: 17:00:12 time: 0.5987 data_time: 0.0354 memory: 13712 grad_norm: 4.6426 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 3.1271 loss: 3.1271 2022/08/10 17:20:27 - mmengine - INFO - Epoch(train) [5][140/1879] lr: 2.0000e-02 eta: 16:59:27 time: 0.5725 data_time: 0.0177 memory: 13712 grad_norm: 4.5341 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9696 loss: 2.9696 2022/08/10 17:20:39 - mmengine - INFO - Epoch(train) [5][160/1879] lr: 2.0000e-02 eta: 16:58:43 time: 0.5726 data_time: 0.0167 memory: 13712 grad_norm: 4.6044 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.4806 loss: 2.4806 2022/08/10 17:20:50 - mmengine - INFO - Epoch(train) [5][180/1879] lr: 2.0000e-02 eta: 16:58:00 time: 0.5802 data_time: 0.0185 memory: 13712 grad_norm: 4.5267 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.5664 loss: 2.5664 2022/08/10 17:21:02 - mmengine - INFO - Epoch(train) [5][200/1879] lr: 2.0000e-02 eta: 16:57:16 time: 0.5779 data_time: 0.0171 memory: 13712 grad_norm: 4.5678 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.8241 loss: 2.8241 2022/08/10 17:21:13 - mmengine - INFO - Epoch(train) [5][220/1879] lr: 2.0000e-02 eta: 16:56:32 time: 0.5728 data_time: 0.0177 memory: 13712 grad_norm: 4.5472 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4713 loss: 2.4713 2022/08/10 17:21:25 - mmengine - INFO - Epoch(train) [5][240/1879] lr: 2.0000e-02 eta: 16:55:49 time: 0.5750 data_time: 0.0180 memory: 13712 grad_norm: 4.4394 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 2.7225 loss: 2.7225 2022/08/10 17:21:36 - mmengine - INFO - Epoch(train) [5][260/1879] lr: 2.0000e-02 eta: 16:55:05 time: 0.5731 data_time: 0.0156 memory: 13712 grad_norm: 4.5356 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9131 loss: 2.9131 2022/08/10 17:21:48 - mmengine - INFO - Epoch(train) [5][280/1879] lr: 2.0000e-02 eta: 16:54:21 time: 0.5722 data_time: 0.0160 memory: 13712 grad_norm: 4.4115 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.6404 loss: 2.6404 2022/08/10 17:22:00 - mmengine - INFO - Epoch(train) [5][300/1879] lr: 2.0000e-02 eta: 16:53:42 time: 0.5940 data_time: 0.0174 memory: 13712 grad_norm: 4.5748 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7592 loss: 2.7592 2022/08/10 17:22:14 - mmengine - INFO - Epoch(train) [5][320/1879] lr: 2.0000e-02 eta: 16:53:32 time: 0.7237 data_time: 0.0391 memory: 13712 grad_norm: 4.5362 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.8256 loss: 2.8256 2022/08/10 17:22:26 - mmengine - INFO - Epoch(train) [5][340/1879] lr: 2.0000e-02 eta: 16:52:50 time: 0.5818 data_time: 0.0176 memory: 13712 grad_norm: 4.3610 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.6416 loss: 2.6416 2022/08/10 17:22:37 - mmengine - INFO - Epoch(train) [5][360/1879] lr: 2.0000e-02 eta: 16:52:07 time: 0.5728 data_time: 0.0157 memory: 13712 grad_norm: 4.4346 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.9453 loss: 2.9453 2022/08/10 17:22:54 - mmengine - INFO - Epoch(train) [5][380/1879] lr: 2.0000e-02 eta: 16:52:18 time: 0.8205 data_time: 0.0208 memory: 13712 grad_norm: 4.3081 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.8584 loss: 2.8584 2022/08/10 17:23:05 - mmengine - INFO - Epoch(train) [5][400/1879] lr: 2.0000e-02 eta: 16:51:36 time: 0.5767 data_time: 0.0174 memory: 13712 grad_norm: 4.4231 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.5580 loss: 2.5580 2022/08/10 17:23:17 - mmengine - INFO - Epoch(train) [5][420/1879] lr: 2.0000e-02 eta: 16:50:56 time: 0.5856 data_time: 0.0164 memory: 13712 grad_norm: 4.4018 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8025 loss: 2.8025 2022/08/10 17:23:31 - mmengine - INFO - Epoch(train) [5][440/1879] lr: 2.0000e-02 eta: 16:50:42 time: 0.7072 data_time: 0.0170 memory: 13712 grad_norm: 4.3882 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.7494 loss: 2.7494 2022/08/10 17:23:48 - mmengine - INFO - Epoch(train) [5][460/1879] lr: 2.0000e-02 eta: 16:51:04 time: 0.8716 data_time: 0.0176 memory: 13712 grad_norm: 4.3115 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.5241 loss: 2.5241 2022/08/10 17:24:00 - mmengine - INFO - Epoch(train) [5][480/1879] lr: 2.0000e-02 eta: 16:50:22 time: 0.5789 data_time: 0.0187 memory: 13712 grad_norm: 4.3815 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.7380 loss: 2.7380 2022/08/10 17:24:02 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 17:24:12 - mmengine - INFO - Epoch(train) [5][500/1879] lr: 2.0000e-02 eta: 16:49:42 time: 0.5829 data_time: 0.0159 memory: 13712 grad_norm: 4.2285 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5046 loss: 2.5046 2022/08/10 17:24:23 - mmengine - INFO - Epoch(train) [5][520/1879] lr: 2.0000e-02 eta: 16:49:00 time: 0.5737 data_time: 0.0159 memory: 13712 grad_norm: 4.4842 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.8043 loss: 2.8043 2022/08/10 17:24:35 - mmengine - INFO - Epoch(train) [5][540/1879] lr: 2.0000e-02 eta: 16:48:18 time: 0.5763 data_time: 0.0160 memory: 13712 grad_norm: 4.2825 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 2.6957 loss: 2.6957 2022/08/10 17:24:47 - mmengine - INFO - Epoch(train) [5][560/1879] lr: 2.0000e-02 eta: 16:47:47 time: 0.6218 data_time: 0.0177 memory: 13712 grad_norm: 4.3806 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.6628 loss: 2.6628 2022/08/10 17:25:02 - mmengine - INFO - Epoch(train) [5][580/1879] lr: 2.0000e-02 eta: 16:47:40 time: 0.7361 data_time: 0.0154 memory: 13712 grad_norm: 4.4037 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.7224 loss: 2.7224 2022/08/10 17:25:14 - mmengine - INFO - Epoch(train) [5][600/1879] lr: 2.0000e-02 eta: 16:47:00 time: 0.5854 data_time: 0.0200 memory: 13712 grad_norm: 4.1765 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.6759 loss: 2.6759 2022/08/10 17:25:25 - mmengine - INFO - Epoch(train) [5][620/1879] lr: 2.0000e-02 eta: 16:46:22 time: 0.5905 data_time: 0.0187 memory: 13712 grad_norm: 4.3758 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.7645 loss: 2.7645 2022/08/10 17:25:39 - mmengine - INFO - Epoch(train) [5][640/1879] lr: 2.0000e-02 eta: 16:46:00 time: 0.6628 data_time: 0.0193 memory: 13712 grad_norm: 4.4545 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.6588 loss: 2.6588 2022/08/10 17:25:50 - mmengine - INFO - Epoch(train) [5][660/1879] lr: 2.0000e-02 eta: 16:45:20 time: 0.5839 data_time: 0.0184 memory: 13712 grad_norm: 4.3963 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6345 loss: 2.6345 2022/08/10 17:26:03 - mmengine - INFO - Epoch(train) [5][680/1879] lr: 2.0000e-02 eta: 16:44:54 time: 0.6432 data_time: 0.0162 memory: 13712 grad_norm: 4.4179 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8862 loss: 2.8862 2022/08/10 17:26:15 - mmengine - INFO - Epoch(train) [5][700/1879] lr: 2.0000e-02 eta: 16:44:15 time: 0.5856 data_time: 0.0200 memory: 13712 grad_norm: 4.3009 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.7029 loss: 2.7029 2022/08/10 17:26:31 - mmengine - INFO - Epoch(train) [5][720/1879] lr: 2.0000e-02 eta: 16:44:24 time: 0.8113 data_time: 0.0146 memory: 13712 grad_norm: 4.3363 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9042 loss: 2.9042 2022/08/10 17:26:43 - mmengine - INFO - Epoch(train) [5][740/1879] lr: 2.0000e-02 eta: 16:43:46 time: 0.5866 data_time: 0.0242 memory: 13712 grad_norm: 4.3665 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.7625 loss: 2.7625 2022/08/10 17:26:58 - mmengine - INFO - Epoch(train) [5][760/1879] lr: 2.0000e-02 eta: 16:43:38 time: 0.7335 data_time: 0.0182 memory: 13712 grad_norm: 4.3726 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.6899 loss: 2.6899 2022/08/10 17:27:13 - mmengine - INFO - Epoch(train) [5][780/1879] lr: 2.0000e-02 eta: 16:43:35 time: 0.7567 data_time: 0.1967 memory: 13712 grad_norm: 4.3490 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.5827 loss: 2.5827 2022/08/10 17:27:29 - mmengine - INFO - Epoch(train) [5][800/1879] lr: 2.0000e-02 eta: 16:43:46 time: 0.8242 data_time: 0.0157 memory: 13712 grad_norm: 4.3038 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.7307 loss: 2.7307 2022/08/10 17:27:42 - mmengine - INFO - Epoch(train) [5][820/1879] lr: 2.0000e-02 eta: 16:43:20 time: 0.6487 data_time: 0.0872 memory: 13712 grad_norm: 4.2335 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 2.6895 loss: 2.6895 2022/08/10 17:27:57 - mmengine - INFO - Epoch(train) [5][840/1879] lr: 2.0000e-02 eta: 16:43:13 time: 0.7364 data_time: 0.0821 memory: 13712 grad_norm: 4.1820 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5357 loss: 2.5357 2022/08/10 17:28:14 - mmengine - INFO - Epoch(train) [5][860/1879] lr: 2.0000e-02 eta: 16:43:33 time: 0.8666 data_time: 0.0164 memory: 13712 grad_norm: 4.3108 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.5990 loss: 2.5990 2022/08/10 17:28:26 - mmengine - INFO - Epoch(train) [5][880/1879] lr: 2.0000e-02 eta: 16:42:54 time: 0.5818 data_time: 0.0167 memory: 13712 grad_norm: 4.3292 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6777 loss: 2.6777 2022/08/10 17:28:38 - mmengine - INFO - Epoch(train) [5][900/1879] lr: 2.0000e-02 eta: 16:42:19 time: 0.5998 data_time: 0.0160 memory: 13712 grad_norm: 4.2703 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.7055 loss: 2.7055 2022/08/10 17:28:50 - mmengine - INFO - Epoch(train) [5][920/1879] lr: 2.0000e-02 eta: 16:41:43 time: 0.5961 data_time: 0.0166 memory: 13712 grad_norm: 4.1308 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 2.6883 loss: 2.6883 2022/08/10 17:29:01 - mmengine - INFO - Epoch(train) [5][940/1879] lr: 2.0000e-02 eta: 16:41:04 time: 0.5800 data_time: 0.0164 memory: 13712 grad_norm: 4.1932 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5600 loss: 2.5600 2022/08/10 17:29:15 - mmengine - INFO - Epoch(train) [5][960/1879] lr: 2.0000e-02 eta: 16:40:44 time: 0.6712 data_time: 0.0174 memory: 13712 grad_norm: 4.2101 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.5325 loss: 2.5325 2022/08/10 17:29:29 - mmengine - INFO - Epoch(train) [5][980/1879] lr: 2.0000e-02 eta: 16:40:26 time: 0.6869 data_time: 0.1253 memory: 13712 grad_norm: 4.3045 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7575 loss: 2.7575 2022/08/10 17:29:40 - mmengine - INFO - Epoch(train) [5][1000/1879] lr: 2.0000e-02 eta: 16:39:50 time: 0.5903 data_time: 0.0305 memory: 13712 grad_norm: 4.1925 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.6561 loss: 2.6561 2022/08/10 17:29:52 - mmengine - INFO - Epoch(train) [5][1020/1879] lr: 2.0000e-02 eta: 16:39:13 time: 0.5882 data_time: 0.0163 memory: 13712 grad_norm: 4.2928 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.5948 loss: 2.5948 2022/08/10 17:30:04 - mmengine - INFO - Epoch(train) [5][1040/1879] lr: 2.0000e-02 eta: 16:38:36 time: 0.5884 data_time: 0.0179 memory: 13712 grad_norm: 4.3645 top1_acc: 0.1875 top5_acc: 0.3125 loss_cls: 2.7180 loss: 2.7180 2022/08/10 17:30:16 - mmengine - INFO - Epoch(train) [5][1060/1879] lr: 2.0000e-02 eta: 16:37:59 time: 0.5869 data_time: 0.0232 memory: 13712 grad_norm: 4.2753 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.7036 loss: 2.7036 2022/08/10 17:30:27 - mmengine - INFO - Epoch(train) [5][1080/1879] lr: 2.0000e-02 eta: 16:37:21 time: 0.5803 data_time: 0.0180 memory: 13712 grad_norm: 4.2036 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.6943 loss: 2.6943 2022/08/10 17:30:39 - mmengine - INFO - Epoch(train) [5][1100/1879] lr: 2.0000e-02 eta: 16:36:44 time: 0.5842 data_time: 0.0186 memory: 13712 grad_norm: 4.1962 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 2.6322 loss: 2.6322 2022/08/10 17:30:51 - mmengine - INFO - Epoch(train) [5][1120/1879] lr: 2.0000e-02 eta: 16:36:06 time: 0.5807 data_time: 0.0185 memory: 13712 grad_norm: 4.2461 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.5115 loss: 2.5115 2022/08/10 17:31:02 - mmengine - INFO - Epoch(train) [5][1140/1879] lr: 2.0000e-02 eta: 16:35:31 time: 0.5899 data_time: 0.0171 memory: 13712 grad_norm: 4.1612 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.5606 loss: 2.5606 2022/08/10 17:31:17 - mmengine - INFO - Epoch(train) [5][1160/1879] lr: 2.0000e-02 eta: 16:35:19 time: 0.7127 data_time: 0.0177 memory: 13712 grad_norm: 4.3766 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.5725 loss: 2.5725 2022/08/10 17:31:28 - mmengine - INFO - Epoch(train) [5][1180/1879] lr: 2.0000e-02 eta: 16:34:42 time: 0.5836 data_time: 0.0262 memory: 13712 grad_norm: 4.1820 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.4481 loss: 2.4481 2022/08/10 17:31:42 - mmengine - INFO - Epoch(train) [5][1200/1879] lr: 2.0000e-02 eta: 16:34:27 time: 0.6943 data_time: 0.0187 memory: 13712 grad_norm: 4.3587 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6463 loss: 2.6463 2022/08/10 17:31:55 - mmengine - INFO - Epoch(train) [5][1220/1879] lr: 2.0000e-02 eta: 16:33:57 time: 0.6194 data_time: 0.0156 memory: 13712 grad_norm: 4.1380 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7910 loss: 2.7910 2022/08/10 17:32:06 - mmengine - INFO - Epoch(train) [5][1240/1879] lr: 2.0000e-02 eta: 16:33:22 time: 0.5912 data_time: 0.0334 memory: 13712 grad_norm: 4.1911 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.5377 loss: 2.5377 2022/08/10 17:32:18 - mmengine - INFO - Epoch(train) [5][1260/1879] lr: 2.0000e-02 eta: 16:32:48 time: 0.5963 data_time: 0.0182 memory: 13712 grad_norm: 4.1903 top1_acc: 0.1875 top5_acc: 0.8125 loss_cls: 2.7810 loss: 2.7810 2022/08/10 17:32:31 - mmengine - INFO - Epoch(train) [5][1280/1879] lr: 2.0000e-02 eta: 16:32:22 time: 0.6369 data_time: 0.0148 memory: 13712 grad_norm: 4.2464 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 2.7095 loss: 2.7095 2022/08/10 17:32:43 - mmengine - INFO - Epoch(train) [5][1300/1879] lr: 2.0000e-02 eta: 16:31:44 time: 0.5747 data_time: 0.0176 memory: 13712 grad_norm: 4.1776 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.6357 loss: 2.6357 2022/08/10 17:32:54 - mmengine - INFO - Epoch(train) [5][1320/1879] lr: 2.0000e-02 eta: 16:31:07 time: 0.5809 data_time: 0.0160 memory: 13712 grad_norm: 4.1151 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5106 loss: 2.5106 2022/08/10 17:33:06 - mmengine - INFO - Epoch(train) [5][1340/1879] lr: 2.0000e-02 eta: 16:30:31 time: 0.5855 data_time: 0.0163 memory: 13712 grad_norm: 4.2153 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.7361 loss: 2.7361 2022/08/10 17:33:18 - mmengine - INFO - Epoch(train) [5][1360/1879] lr: 2.0000e-02 eta: 16:30:00 time: 0.6059 data_time: 0.0418 memory: 13712 grad_norm: 4.1757 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.9511 loss: 2.9511 2022/08/10 17:33:30 - mmengine - INFO - Epoch(train) [5][1380/1879] lr: 2.0000e-02 eta: 16:29:23 time: 0.5766 data_time: 0.0175 memory: 13712 grad_norm: 4.3195 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6687 loss: 2.6687 2022/08/10 17:33:41 - mmengine - INFO - Epoch(train) [5][1400/1879] lr: 2.0000e-02 eta: 16:28:47 time: 0.5869 data_time: 0.0258 memory: 13712 grad_norm: 4.2687 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7731 loss: 2.7731 2022/08/10 17:33:53 - mmengine - INFO - Epoch(train) [5][1420/1879] lr: 2.0000e-02 eta: 16:28:13 time: 0.5895 data_time: 0.0170 memory: 13712 grad_norm: 4.1550 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.7144 loss: 2.7144 2022/08/10 17:34:06 - mmengine - INFO - Epoch(train) [5][1440/1879] lr: 2.0000e-02 eta: 16:27:50 time: 0.6482 data_time: 0.0137 memory: 13712 grad_norm: 4.1800 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.4194 loss: 2.4194 2022/08/10 17:34:21 - mmengine - INFO - Epoch(train) [5][1460/1879] lr: 2.0000e-02 eta: 16:27:41 time: 0.7262 data_time: 0.0164 memory: 13712 grad_norm: 4.2718 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7230 loss: 2.7230 2022/08/10 17:34:33 - mmengine - INFO - Epoch(train) [5][1480/1879] lr: 2.0000e-02 eta: 16:27:11 time: 0.6129 data_time: 0.0175 memory: 13712 grad_norm: 4.1076 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.7107 loss: 2.7107 2022/08/10 17:34:35 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 17:34:44 - mmengine - INFO - Epoch(train) [5][1500/1879] lr: 2.0000e-02 eta: 16:26:36 time: 0.5824 data_time: 0.0179 memory: 13712 grad_norm: 4.1943 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.4926 loss: 2.4926 2022/08/10 17:34:59 - mmengine - INFO - Epoch(train) [5][1520/1879] lr: 2.0000e-02 eta: 16:26:31 time: 0.7472 data_time: 0.0171 memory: 13712 grad_norm: 4.0407 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.4218 loss: 2.4218 2022/08/10 17:35:11 - mmengine - INFO - Epoch(train) [5][1540/1879] lr: 2.0000e-02 eta: 16:25:54 time: 0.5761 data_time: 0.0187 memory: 13712 grad_norm: 4.1078 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 2.4551 loss: 2.4551 2022/08/10 17:35:22 - mmengine - INFO - Epoch(train) [5][1560/1879] lr: 2.0000e-02 eta: 16:25:18 time: 0.5746 data_time: 0.0154 memory: 13712 grad_norm: 4.0326 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.4162 loss: 2.4162 2022/08/10 17:35:34 - mmengine - INFO - Epoch(train) [5][1580/1879] lr: 2.0000e-02 eta: 16:24:41 time: 0.5751 data_time: 0.0170 memory: 13712 grad_norm: 4.2092 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6070 loss: 2.6070 2022/08/10 17:35:45 - mmengine - INFO - Epoch(train) [5][1600/1879] lr: 2.0000e-02 eta: 16:24:05 time: 0.5756 data_time: 0.0166 memory: 13712 grad_norm: 4.1393 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.6654 loss: 2.6654 2022/08/10 17:35:57 - mmengine - INFO - Epoch(train) [5][1620/1879] lr: 2.0000e-02 eta: 16:23:28 time: 0.5745 data_time: 0.0160 memory: 13712 grad_norm: 4.1891 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 2.5648 loss: 2.5648 2022/08/10 17:36:08 - mmengine - INFO - Epoch(train) [5][1640/1879] lr: 2.0000e-02 eta: 16:22:51 time: 0.5726 data_time: 0.0162 memory: 13712 grad_norm: 4.1305 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.6618 loss: 2.6618 2022/08/10 17:36:20 - mmengine - INFO - Epoch(train) [5][1660/1879] lr: 2.0000e-02 eta: 16:22:19 time: 0.5935 data_time: 0.0178 memory: 13712 grad_norm: 4.2182 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3411 loss: 2.3411 2022/08/10 17:36:32 - mmengine - INFO - Epoch(train) [5][1680/1879] lr: 2.0000e-02 eta: 16:21:47 time: 0.5996 data_time: 0.0157 memory: 13712 grad_norm: 4.1576 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 2.5595 loss: 2.5595 2022/08/10 17:36:45 - mmengine - INFO - Epoch(train) [5][1700/1879] lr: 2.0000e-02 eta: 16:21:20 time: 0.6210 data_time: 0.0185 memory: 13712 grad_norm: 4.1082 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.4638 loss: 2.4638 2022/08/10 17:36:56 - mmengine - INFO - Epoch(train) [5][1720/1879] lr: 2.0000e-02 eta: 16:20:45 time: 0.5795 data_time: 0.0160 memory: 13712 grad_norm: 4.2326 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.7150 loss: 2.7150 2022/08/10 17:37:08 - mmengine - INFO - Epoch(train) [5][1740/1879] lr: 2.0000e-02 eta: 16:20:09 time: 0.5756 data_time: 0.0169 memory: 13712 grad_norm: 4.0015 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7223 loss: 2.7223 2022/08/10 17:37:19 - mmengine - INFO - Epoch(train) [5][1760/1879] lr: 2.0000e-02 eta: 16:19:34 time: 0.5790 data_time: 0.0164 memory: 13712 grad_norm: 4.1160 top1_acc: 0.3125 top5_acc: 0.8125 loss_cls: 2.6229 loss: 2.6229 2022/08/10 17:37:31 - mmengine - INFO - Epoch(train) [5][1780/1879] lr: 2.0000e-02 eta: 16:18:59 time: 0.5787 data_time: 0.0165 memory: 13712 grad_norm: 4.0761 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8077 loss: 2.8077 2022/08/10 17:37:43 - mmengine - INFO - Epoch(train) [5][1800/1879] lr: 2.0000e-02 eta: 16:18:27 time: 0.5942 data_time: 0.0168 memory: 13712 grad_norm: 4.1402 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.5993 loss: 2.5993 2022/08/10 17:37:59 - mmengine - INFO - Epoch(train) [5][1820/1879] lr: 2.0000e-02 eta: 16:18:32 time: 0.7982 data_time: 0.0163 memory: 13712 grad_norm: 3.9769 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.5879 loss: 2.5879 2022/08/10 17:38:10 - mmengine - INFO - Epoch(train) [5][1840/1879] lr: 2.0000e-02 eta: 16:17:58 time: 0.5794 data_time: 0.0167 memory: 13712 grad_norm: 4.0982 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 2.7325 loss: 2.7325 2022/08/10 17:38:23 - mmengine - INFO - Epoch(train) [5][1860/1879] lr: 2.0000e-02 eta: 16:17:35 time: 0.6464 data_time: 0.0184 memory: 13712 grad_norm: 4.0793 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.5895 loss: 2.5895 2022/08/10 17:38:38 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 17:38:38 - mmengine - INFO - Epoch(train) [5][1879/1879] lr: 2.0000e-02 eta: 16:17:35 time: 0.7611 data_time: 0.0151 memory: 13712 grad_norm: 4.2925 top1_acc: 0.2857 top5_acc: 0.4286 loss_cls: 2.5193 loss: 2.5193 2022/08/10 17:39:56 - mmengine - INFO - Epoch(val) [5][20/155] eta: 0:08:45 time: 3.8894 data_time: 2.5152 memory: 14838 2022/08/10 17:41:08 - mmengine - INFO - Epoch(val) [5][40/155] eta: 0:06:56 time: 3.6209 data_time: 2.2449 memory: 14838 2022/08/10 17:42:09 - mmengine - INFO - Epoch(val) [5][60/155] eta: 0:04:47 time: 3.0314 data_time: 1.6554 memory: 14838 2022/08/10 17:43:19 - mmengine - INFO - Epoch(val) [5][80/155] eta: 0:04:21 time: 3.4899 data_time: 2.1235 memory: 14838 2022/08/10 17:44:17 - mmengine - INFO - Epoch(val) [5][100/155] eta: 0:02:39 time: 2.9023 data_time: 1.5323 memory: 14838 2022/08/10 17:45:33 - mmengine - INFO - Epoch(val) [5][120/155] eta: 0:02:14 time: 3.8395 data_time: 2.4688 memory: 14838 2022/08/10 17:46:32 - mmengine - INFO - Epoch(val) [5][140/155] eta: 0:00:43 time: 2.9173 data_time: 1.5457 memory: 14838 2022/08/10 17:47:12 - mmengine - INFO - Epoch(val) [5][155/155] acc/top1: 0.4941 acc/top5: 0.7498 acc/mean1: 0.4939 2022/08/10 17:47:12 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_r50_dense_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_3.pth is removed 2022/08/10 17:47:13 - mmengine - INFO - The best checkpoint with 0.4941 acc/top1 at 6 epoch is saved to best_acc/top1_epoch_6.pth. 2022/08/10 17:47:29 - mmengine - INFO - Epoch(train) [6][20/1879] lr: 2.0000e-02 eta: 16:15:29 time: 0.8016 data_time: 0.1790 memory: 14838 grad_norm: 4.1071 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.4777 loss: 2.4777 2022/08/10 17:47:41 - mmengine - INFO - Epoch(train) [6][40/1879] lr: 2.0000e-02 eta: 16:14:54 time: 0.5753 data_time: 0.0173 memory: 13712 grad_norm: 4.0414 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.6347 loss: 2.6347 2022/08/10 17:47:52 - mmengine - INFO - Epoch(train) [6][60/1879] lr: 2.0000e-02 eta: 16:14:19 time: 0.5708 data_time: 0.0158 memory: 13712 grad_norm: 4.2432 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.7199 loss: 2.7199 2022/08/10 17:48:04 - mmengine - INFO - Epoch(train) [6][80/1879] lr: 2.0000e-02 eta: 16:13:45 time: 0.5809 data_time: 0.0176 memory: 13712 grad_norm: 4.2299 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.6771 loss: 2.6771 2022/08/10 17:48:15 - mmengine - INFO - Epoch(train) [6][100/1879] lr: 2.0000e-02 eta: 16:13:14 time: 0.5947 data_time: 0.0178 memory: 13712 grad_norm: 4.0114 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.5695 loss: 2.5695 2022/08/10 17:48:29 - mmengine - INFO - Epoch(train) [6][120/1879] lr: 2.0000e-02 eta: 16:12:57 time: 0.6700 data_time: 0.0185 memory: 13712 grad_norm: 4.1351 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.4879 loss: 2.4879 2022/08/10 17:48:41 - mmengine - INFO - Epoch(train) [6][140/1879] lr: 2.0000e-02 eta: 16:12:25 time: 0.5927 data_time: 0.0164 memory: 13712 grad_norm: 4.1807 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3047 loss: 2.3047 2022/08/10 17:48:53 - mmengine - INFO - Epoch(train) [6][160/1879] lr: 2.0000e-02 eta: 16:11:59 time: 0.6195 data_time: 0.0162 memory: 13712 grad_norm: 4.2298 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.6706 loss: 2.6706 2022/08/10 17:49:05 - mmengine - INFO - Epoch(train) [6][180/1879] lr: 2.0000e-02 eta: 16:11:32 time: 0.6161 data_time: 0.0218 memory: 13712 grad_norm: 3.9299 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 2.5958 loss: 2.5958 2022/08/10 17:49:17 - mmengine - INFO - Epoch(train) [6][200/1879] lr: 2.0000e-02 eta: 16:11:00 time: 0.5914 data_time: 0.0164 memory: 13712 grad_norm: 4.1780 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5801 loss: 2.5801 2022/08/10 17:49:29 - mmengine - INFO - Epoch(train) [6][220/1879] lr: 2.0000e-02 eta: 16:10:27 time: 0.5803 data_time: 0.0150 memory: 13712 grad_norm: 4.1280 top1_acc: 0.3750 top5_acc: 0.4375 loss_cls: 2.5405 loss: 2.5405 2022/08/10 17:49:41 - mmengine - INFO - Epoch(train) [6][240/1879] lr: 2.0000e-02 eta: 16:09:55 time: 0.5858 data_time: 0.0251 memory: 13712 grad_norm: 4.0041 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.4484 loss: 2.4484 2022/08/10 17:49:55 - mmengine - INFO - Epoch(train) [6][260/1879] lr: 2.0000e-02 eta: 16:09:48 time: 0.7283 data_time: 0.0169 memory: 13712 grad_norm: 4.1242 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4891 loss: 2.4891 2022/08/10 17:50:07 - mmengine - INFO - Epoch(train) [6][280/1879] lr: 2.0000e-02 eta: 16:09:16 time: 0.5844 data_time: 0.0159 memory: 13712 grad_norm: 4.1466 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.4933 loss: 2.4933 2022/08/10 17:50:19 - mmengine - INFO - Epoch(train) [6][300/1879] lr: 2.0000e-02 eta: 16:08:45 time: 0.5934 data_time: 0.0176 memory: 13712 grad_norm: 4.1390 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 2.5176 loss: 2.5176 2022/08/10 17:50:31 - mmengine - INFO - Epoch(train) [6][320/1879] lr: 2.0000e-02 eta: 16:08:15 time: 0.5983 data_time: 0.0327 memory: 13712 grad_norm: 3.9788 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.8172 loss: 2.8172 2022/08/10 17:50:42 - mmengine - INFO - Epoch(train) [6][340/1879] lr: 2.0000e-02 eta: 16:07:43 time: 0.5808 data_time: 0.0149 memory: 13712 grad_norm: 4.0130 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.5261 loss: 2.5261 2022/08/10 17:50:54 - mmengine - INFO - Epoch(train) [6][360/1879] lr: 2.0000e-02 eta: 16:07:14 time: 0.6007 data_time: 0.0176 memory: 13712 grad_norm: 4.1378 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.4175 loss: 2.4175 2022/08/10 17:51:06 - mmengine - INFO - Epoch(train) [6][380/1879] lr: 2.0000e-02 eta: 16:06:45 time: 0.6010 data_time: 0.0161 memory: 13712 grad_norm: 4.1525 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5887 loss: 2.5887 2022/08/10 17:51:18 - mmengine - INFO - Epoch(train) [6][400/1879] lr: 2.0000e-02 eta: 16:06:12 time: 0.5778 data_time: 0.0177 memory: 13712 grad_norm: 4.2093 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4767 loss: 2.4767 2022/08/10 17:51:31 - mmengine - INFO - Epoch(train) [6][420/1879] lr: 2.0000e-02 eta: 16:05:56 time: 0.6759 data_time: 0.0171 memory: 13712 grad_norm: 4.0545 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5539 loss: 2.5539 2022/08/10 17:51:43 - mmengine - INFO - Epoch(train) [6][440/1879] lr: 2.0000e-02 eta: 16:05:23 time: 0.5795 data_time: 0.0189 memory: 13712 grad_norm: 4.0110 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.4241 loss: 2.4241 2022/08/10 17:51:56 - mmengine - INFO - Epoch(train) [6][460/1879] lr: 2.0000e-02 eta: 16:05:03 time: 0.6488 data_time: 0.0174 memory: 13712 grad_norm: 4.0120 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.5935 loss: 2.5935 2022/08/10 17:52:08 - mmengine - INFO - Epoch(train) [6][480/1879] lr: 2.0000e-02 eta: 16:04:32 time: 0.5888 data_time: 0.0183 memory: 13712 grad_norm: 4.0985 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 2.5605 loss: 2.5605 2022/08/10 17:52:22 - mmengine - INFO - Epoch(train) [6][500/1879] lr: 2.0000e-02 eta: 16:04:20 time: 0.6989 data_time: 0.0155 memory: 13712 grad_norm: 4.1385 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8403 loss: 2.8403 2022/08/10 17:52:34 - mmengine - INFO - Epoch(train) [6][520/1879] lr: 2.0000e-02 eta: 16:03:49 time: 0.5895 data_time: 0.0183 memory: 13712 grad_norm: 3.9836 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.5682 loss: 2.5682 2022/08/10 17:52:48 - mmengine - INFO - Epoch(train) [6][540/1879] lr: 2.0000e-02 eta: 16:03:45 time: 0.7405 data_time: 0.0279 memory: 13712 grad_norm: 4.1234 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.9540 loss: 2.9540 2022/08/10 17:53:00 - mmengine - INFO - Epoch(train) [6][560/1879] lr: 2.0000e-02 eta: 16:03:11 time: 0.5737 data_time: 0.0164 memory: 13712 grad_norm: 4.0013 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6357 loss: 2.6357 2022/08/10 17:53:12 - mmengine - INFO - Epoch(train) [6][580/1879] lr: 2.0000e-02 eta: 16:02:45 time: 0.6107 data_time: 0.0161 memory: 13712 grad_norm: 4.0721 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.5553 loss: 2.5553 2022/08/10 17:53:24 - mmengine - INFO - Epoch(train) [6][600/1879] lr: 2.0000e-02 eta: 16:02:13 time: 0.5823 data_time: 0.0172 memory: 13712 grad_norm: 4.0690 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.4319 loss: 2.4319 2022/08/10 17:53:27 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 17:53:37 - mmengine - INFO - Epoch(train) [6][620/1879] lr: 2.0000e-02 eta: 16:01:59 time: 0.6859 data_time: 0.1197 memory: 13712 grad_norm: 4.0433 top1_acc: 0.0625 top5_acc: 0.3750 loss_cls: 2.7346 loss: 2.7346 2022/08/10 17:53:49 - mmengine - INFO - Epoch(train) [6][640/1879] lr: 2.0000e-02 eta: 16:01:28 time: 0.5826 data_time: 0.0137 memory: 13712 grad_norm: 4.0473 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.5724 loss: 2.5724 2022/08/10 17:54:04 - mmengine - INFO - Epoch(train) [6][660/1879] lr: 2.0000e-02 eta: 16:01:22 time: 0.7363 data_time: 0.0156 memory: 13712 grad_norm: 3.9548 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.5059 loss: 2.5059 2022/08/10 17:54:16 - mmengine - INFO - Epoch(train) [6][680/1879] lr: 2.0000e-02 eta: 16:00:52 time: 0.5872 data_time: 0.0247 memory: 13712 grad_norm: 4.1284 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5590 loss: 2.5590 2022/08/10 17:54:27 - mmengine - INFO - Epoch(train) [6][700/1879] lr: 2.0000e-02 eta: 16:00:21 time: 0.5865 data_time: 0.0171 memory: 13712 grad_norm: 4.0635 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3971 loss: 2.3971 2022/08/10 17:54:39 - mmengine - INFO - Epoch(train) [6][720/1879] lr: 2.0000e-02 eta: 15:59:49 time: 0.5769 data_time: 0.0158 memory: 13712 grad_norm: 4.0943 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.3812 loss: 2.3812 2022/08/10 17:54:50 - mmengine - INFO - Epoch(train) [6][740/1879] lr: 2.0000e-02 eta: 15:59:18 time: 0.5799 data_time: 0.0173 memory: 13712 grad_norm: 4.0532 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.5744 loss: 2.5744 2022/08/10 17:55:02 - mmengine - INFO - Epoch(train) [6][760/1879] lr: 2.0000e-02 eta: 15:58:47 time: 0.5826 data_time: 0.0158 memory: 13712 grad_norm: 4.1576 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.4067 loss: 2.4067 2022/08/10 17:55:17 - mmengine - INFO - Epoch(train) [6][780/1879] lr: 2.0000e-02 eta: 15:58:47 time: 0.7708 data_time: 0.0410 memory: 13712 grad_norm: 4.1080 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.6288 loss: 2.6288 2022/08/10 17:55:29 - mmengine - INFO - Epoch(train) [6][800/1879] lr: 2.0000e-02 eta: 15:58:16 time: 0.5793 data_time: 0.0198 memory: 13712 grad_norm: 4.1572 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4675 loss: 2.4675 2022/08/10 17:55:43 - mmengine - INFO - Epoch(train) [6][820/1879] lr: 2.0000e-02 eta: 15:58:01 time: 0.6784 data_time: 0.1153 memory: 13712 grad_norm: 4.0670 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.7685 loss: 2.7685 2022/08/10 17:55:54 - mmengine - INFO - Epoch(train) [6][840/1879] lr: 2.0000e-02 eta: 15:57:31 time: 0.5888 data_time: 0.0233 memory: 13712 grad_norm: 4.0104 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 2.6789 loss: 2.6789 2022/08/10 17:56:08 - mmengine - INFO - Epoch(train) [6][860/1879] lr: 2.0000e-02 eta: 15:57:14 time: 0.6648 data_time: 0.0183 memory: 13712 grad_norm: 4.1763 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7245 loss: 2.7245 2022/08/10 17:56:19 - mmengine - INFO - Epoch(train) [6][880/1879] lr: 2.0000e-02 eta: 15:56:43 time: 0.5794 data_time: 0.0156 memory: 13712 grad_norm: 4.1233 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.4313 loss: 2.4313 2022/08/10 17:56:31 - mmengine - INFO - Epoch(train) [6][900/1879] lr: 2.0000e-02 eta: 15:56:12 time: 0.5806 data_time: 0.0178 memory: 13712 grad_norm: 4.0965 top1_acc: 0.1250 top5_acc: 0.8125 loss_cls: 2.5919 loss: 2.5919 2022/08/10 17:56:48 - mmengine - INFO - Epoch(train) [6][920/1879] lr: 2.0000e-02 eta: 15:56:23 time: 0.8396 data_time: 0.0177 memory: 13712 grad_norm: 4.0708 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.4287 loss: 2.4287 2022/08/10 17:56:59 - mmengine - INFO - Epoch(train) [6][940/1879] lr: 2.0000e-02 eta: 15:55:52 time: 0.5771 data_time: 0.0158 memory: 13712 grad_norm: 4.0570 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.5027 loss: 2.5027 2022/08/10 17:57:12 - mmengine - INFO - Epoch(train) [6][960/1879] lr: 2.0000e-02 eta: 15:55:28 time: 0.6279 data_time: 0.0167 memory: 13712 grad_norm: 4.0826 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6425 loss: 2.6425 2022/08/10 17:57:23 - mmengine - INFO - Epoch(train) [6][980/1879] lr: 2.0000e-02 eta: 15:54:58 time: 0.5827 data_time: 0.0187 memory: 13712 grad_norm: 3.9504 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.6955 loss: 2.6955 2022/08/10 17:57:39 - mmengine - INFO - Epoch(train) [6][1000/1879] lr: 2.0000e-02 eta: 15:54:59 time: 0.7765 data_time: 0.0160 memory: 13712 grad_norm: 3.9685 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.6871 loss: 2.6871 2022/08/10 17:57:52 - mmengine - INFO - Epoch(train) [6][1020/1879] lr: 2.0000e-02 eta: 15:54:42 time: 0.6653 data_time: 0.0175 memory: 13712 grad_norm: 3.9806 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.4272 loss: 2.4272 2022/08/10 17:58:04 - mmengine - INFO - Epoch(train) [6][1040/1879] lr: 2.0000e-02 eta: 15:54:11 time: 0.5806 data_time: 0.0169 memory: 13712 grad_norm: 4.0190 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6563 loss: 2.6563 2022/08/10 17:58:19 - mmengine - INFO - Epoch(train) [6][1060/1879] lr: 2.0000e-02 eta: 15:54:07 time: 0.7463 data_time: 0.0173 memory: 13712 grad_norm: 3.9719 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.6747 loss: 2.6747 2022/08/10 17:58:30 - mmengine - INFO - Epoch(train) [6][1080/1879] lr: 2.0000e-02 eta: 15:53:36 time: 0.5774 data_time: 0.0170 memory: 13712 grad_norm: 3.8985 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.4367 loss: 2.4367 2022/08/10 17:58:42 - mmengine - INFO - Epoch(train) [6][1100/1879] lr: 2.0000e-02 eta: 15:53:06 time: 0.5770 data_time: 0.0159 memory: 13712 grad_norm: 4.0660 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.4820 loss: 2.4820 2022/08/10 17:58:53 - mmengine - INFO - Epoch(train) [6][1120/1879] lr: 2.0000e-02 eta: 15:52:34 time: 0.5746 data_time: 0.0178 memory: 13712 grad_norm: 4.0014 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.4366 loss: 2.4366 2022/08/10 17:59:07 - mmengine - INFO - Epoch(train) [6][1140/1879] lr: 2.0000e-02 eta: 15:52:18 time: 0.6691 data_time: 0.0157 memory: 13712 grad_norm: 4.1246 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3787 loss: 2.3787 2022/08/10 17:59:21 - mmengine - INFO - Epoch(train) [6][1160/1879] lr: 2.0000e-02 eta: 15:52:12 time: 0.7342 data_time: 0.0179 memory: 13712 grad_norm: 4.0274 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4190 loss: 2.4190 2022/08/10 17:59:38 - mmengine - INFO - Epoch(train) [6][1180/1879] lr: 2.0000e-02 eta: 15:52:18 time: 0.8092 data_time: 0.0169 memory: 13712 grad_norm: 3.9696 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5188 loss: 2.5188 2022/08/10 17:59:49 - mmengine - INFO - Epoch(train) [6][1200/1879] lr: 2.0000e-02 eta: 15:51:47 time: 0.5769 data_time: 0.0177 memory: 13712 grad_norm: 3.8897 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.4644 loss: 2.4644 2022/08/10 18:00:01 - mmengine - INFO - Epoch(train) [6][1220/1879] lr: 2.0000e-02 eta: 15:51:21 time: 0.6066 data_time: 0.0451 memory: 13712 grad_norm: 4.0295 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4392 loss: 2.4392 2022/08/10 18:00:18 - mmengine - INFO - Epoch(train) [6][1240/1879] lr: 2.0000e-02 eta: 15:51:30 time: 0.8268 data_time: 0.2248 memory: 13712 grad_norm: 4.0141 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.5790 loss: 2.5790 2022/08/10 18:00:31 - mmengine - INFO - Epoch(train) [6][1260/1879] lr: 2.0000e-02 eta: 15:51:15 time: 0.6799 data_time: 0.0158 memory: 13712 grad_norm: 4.0580 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1360 loss: 2.1360 2022/08/10 18:00:43 - mmengine - INFO - Epoch(train) [6][1280/1879] lr: 2.0000e-02 eta: 15:50:44 time: 0.5737 data_time: 0.0181 memory: 13712 grad_norm: 4.0384 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3541 loss: 2.3541 2022/08/10 18:01:00 - mmengine - INFO - Epoch(train) [6][1300/1879] lr: 2.0000e-02 eta: 15:50:54 time: 0.8351 data_time: 0.0151 memory: 13712 grad_norm: 4.1113 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6519 loss: 2.6519 2022/08/10 18:01:15 - mmengine - INFO - Epoch(train) [6][1320/1879] lr: 2.0000e-02 eta: 15:50:55 time: 0.7816 data_time: 0.0192 memory: 13712 grad_norm: 3.8371 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4167 loss: 2.4167 2022/08/10 18:01:30 - mmengine - INFO - Epoch(train) [6][1340/1879] lr: 2.0000e-02 eta: 15:50:53 time: 0.7578 data_time: 0.1882 memory: 13712 grad_norm: 4.0259 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.4721 loss: 2.4721 2022/08/10 18:01:42 - mmengine - INFO - Epoch(train) [6][1360/1879] lr: 2.0000e-02 eta: 15:50:23 time: 0.5808 data_time: 0.0159 memory: 13712 grad_norm: 3.8708 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4237 loss: 2.4237 2022/08/10 18:01:54 - mmengine - INFO - Epoch(train) [6][1380/1879] lr: 2.0000e-02 eta: 15:49:52 time: 0.5733 data_time: 0.0146 memory: 13712 grad_norm: 3.9841 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.5425 loss: 2.5425 2022/08/10 18:02:05 - mmengine - INFO - Epoch(train) [6][1400/1879] lr: 2.0000e-02 eta: 15:49:24 time: 0.5966 data_time: 0.0230 memory: 13712 grad_norm: 3.8632 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.4618 loss: 2.4618 2022/08/10 18:02:17 - mmengine - INFO - Epoch(train) [6][1420/1879] lr: 2.0000e-02 eta: 15:48:55 time: 0.5818 data_time: 0.0160 memory: 13712 grad_norm: 4.0314 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.5587 loss: 2.5587 2022/08/10 18:02:31 - mmengine - INFO - Epoch(train) [6][1440/1879] lr: 2.0000e-02 eta: 15:48:44 time: 0.7066 data_time: 0.0169 memory: 13712 grad_norm: 4.0168 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.3191 loss: 2.3191 2022/08/10 18:02:45 - mmengine - INFO - Epoch(train) [6][1460/1879] lr: 2.0000e-02 eta: 15:48:33 time: 0.7026 data_time: 0.0166 memory: 13712 grad_norm: 4.0893 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.4484 loss: 2.4484 2022/08/10 18:02:57 - mmengine - INFO - Epoch(train) [6][1480/1879] lr: 2.0000e-02 eta: 15:48:04 time: 0.5811 data_time: 0.0161 memory: 13712 grad_norm: 4.0318 top1_acc: 0.6875 top5_acc: 0.6875 loss_cls: 2.2323 loss: 2.2323 2022/08/10 18:03:12 - mmengine - INFO - Epoch(train) [6][1500/1879] lr: 2.0000e-02 eta: 15:48:01 time: 0.7555 data_time: 0.0166 memory: 13712 grad_norm: 4.0108 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.5152 loss: 2.5152 2022/08/10 18:03:23 - mmengine - INFO - Epoch(train) [6][1520/1879] lr: 2.0000e-02 eta: 15:47:30 time: 0.5728 data_time: 0.0161 memory: 13712 grad_norm: 4.0385 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.5834 loss: 2.5834 2022/08/10 18:03:36 - mmengine - INFO - Epoch(train) [6][1540/1879] lr: 2.0000e-02 eta: 15:47:10 time: 0.6407 data_time: 0.0181 memory: 13712 grad_norm: 4.0028 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.5811 loss: 2.5811 2022/08/10 18:03:48 - mmengine - INFO - Epoch(train) [6][1560/1879] lr: 2.0000e-02 eta: 15:46:40 time: 0.5779 data_time: 0.0159 memory: 13712 grad_norm: 3.8941 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4372 loss: 2.4372 2022/08/10 18:03:59 - mmengine - INFO - Epoch(train) [6][1580/1879] lr: 2.0000e-02 eta: 15:46:10 time: 0.5770 data_time: 0.0178 memory: 13712 grad_norm: 4.0595 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 2.5444 loss: 2.5444 2022/08/10 18:04:11 - mmengine - INFO - Epoch(train) [6][1600/1879] lr: 2.0000e-02 eta: 15:45:40 time: 0.5760 data_time: 0.0169 memory: 13712 grad_norm: 3.9646 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.4455 loss: 2.4455 2022/08/10 18:04:14 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 18:04:23 - mmengine - INFO - Epoch(train) [6][1620/1879] lr: 2.0000e-02 eta: 15:45:16 time: 0.6178 data_time: 0.0202 memory: 13712 grad_norm: 3.9325 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.6895 loss: 2.6895 2022/08/10 18:04:36 - mmengine - INFO - Epoch(train) [6][1640/1879] lr: 2.0000e-02 eta: 15:44:59 time: 0.6581 data_time: 0.0151 memory: 13712 grad_norm: 3.9330 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 2.3606 loss: 2.3606 2022/08/10 18:04:49 - mmengine - INFO - Epoch(train) [6][1660/1879] lr: 2.0000e-02 eta: 15:44:40 time: 0.6471 data_time: 0.0165 memory: 13712 grad_norm: 3.9914 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.3865 loss: 2.3865 2022/08/10 18:05:03 - mmengine - INFO - Epoch(train) [6][1680/1879] lr: 2.0000e-02 eta: 15:44:23 time: 0.6678 data_time: 0.0162 memory: 13712 grad_norm: 3.9661 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5572 loss: 2.5572 2022/08/10 18:05:18 - mmengine - INFO - Epoch(train) [6][1700/1879] lr: 2.0000e-02 eta: 15:44:23 time: 0.7733 data_time: 0.0330 memory: 13712 grad_norm: 4.0338 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.4565 loss: 2.4565 2022/08/10 18:05:30 - mmengine - INFO - Epoch(train) [6][1720/1879] lr: 2.0000e-02 eta: 15:43:54 time: 0.5808 data_time: 0.0164 memory: 13712 grad_norm: 3.8566 top1_acc: 0.1875 top5_acc: 0.6250 loss_cls: 2.4521 loss: 2.4521 2022/08/10 18:05:42 - mmengine - INFO - Epoch(train) [6][1740/1879] lr: 2.0000e-02 eta: 15:43:27 time: 0.5918 data_time: 0.0196 memory: 13712 grad_norm: 3.8876 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.4700 loss: 2.4700 2022/08/10 18:05:58 - mmengine - INFO - Epoch(train) [6][1760/1879] lr: 2.0000e-02 eta: 15:43:30 time: 0.7949 data_time: 0.0186 memory: 13712 grad_norm: 3.9482 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2067 loss: 2.2067 2022/08/10 18:06:10 - mmengine - INFO - Epoch(train) [6][1780/1879] lr: 2.0000e-02 eta: 15:43:09 time: 0.6367 data_time: 0.0170 memory: 13712 grad_norm: 3.9596 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.5695 loss: 2.5695 2022/08/10 18:06:26 - mmengine - INFO - Epoch(train) [6][1800/1879] lr: 2.0000e-02 eta: 15:43:10 time: 0.7818 data_time: 0.2222 memory: 13712 grad_norm: 3.9722 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1600 loss: 2.1600 2022/08/10 18:06:37 - mmengine - INFO - Epoch(train) [6][1820/1879] lr: 2.0000e-02 eta: 15:42:40 time: 0.5724 data_time: 0.0149 memory: 13712 grad_norm: 3.9632 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 2.5228 loss: 2.5228 2022/08/10 18:06:51 - mmengine - INFO - Epoch(train) [6][1840/1879] lr: 2.0000e-02 eta: 15:42:22 time: 0.6573 data_time: 0.0183 memory: 13712 grad_norm: 4.0438 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.6544 loss: 2.6544 2022/08/10 18:07:03 - mmengine - INFO - Epoch(train) [6][1860/1879] lr: 2.0000e-02 eta: 15:42:00 time: 0.6258 data_time: 0.0151 memory: 13712 grad_norm: 3.9232 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.1399 loss: 2.1399 2022/08/10 18:07:14 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 18:07:14 - mmengine - INFO - Epoch(train) [6][1879/1879] lr: 2.0000e-02 eta: 15:42:00 time: 0.5576 data_time: 0.0157 memory: 13712 grad_norm: 4.0728 top1_acc: 0.1429 top5_acc: 0.5714 loss_cls: 2.4980 loss: 2.4980 2022/08/10 18:07:14 - mmengine - INFO - Saving checkpoint at 6 epochs 2022/08/10 18:08:33 - mmengine - INFO - Epoch(val) [6][20/155] eta: 0:08:46 time: 3.8977 data_time: 2.5217 memory: 14838 2022/08/10 18:09:32 - mmengine - INFO - Epoch(val) [6][40/155] eta: 0:05:38 time: 2.9424 data_time: 1.5678 memory: 14838 2022/08/10 18:10:39 - mmengine - INFO - Epoch(val) [6][60/155] eta: 0:05:17 time: 3.3402 data_time: 1.9701 memory: 14838 2022/08/10 18:11:43 - mmengine - INFO - Epoch(val) [6][80/155] eta: 0:04:01 time: 3.2157 data_time: 1.8465 memory: 14838 2022/08/10 18:12:56 - mmengine - INFO - Epoch(val) [6][100/155] eta: 0:03:20 time: 3.6471 data_time: 2.2785 memory: 14838 2022/08/10 18:13:45 - mmengine - INFO - Epoch(val) [6][120/155] eta: 0:01:25 time: 2.4386 data_time: 1.0716 memory: 14838 2022/08/10 18:14:56 - mmengine - INFO - Epoch(val) [6][140/155] eta: 0:00:53 time: 3.5367 data_time: 2.1701 memory: 14838 2022/08/10 18:15:59 - mmengine - INFO - Epoch(val) [6][155/155] acc/top1: 0.5145 acc/top5: 0.7718 acc/mean1: 0.5143 2022/08/10 18:15:59 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_r50_dense_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_6.pth is removed 2022/08/10 18:16:00 - mmengine - INFO - The best checkpoint with 0.5145 acc/top1 at 7 epoch is saved to best_acc/top1_epoch_7.pth. 2022/08/10 18:16:18 - mmengine - INFO - Epoch(train) [7][20/1879] lr: 2.0000e-02 eta: 15:40:32 time: 0.9140 data_time: 0.2122 memory: 14838 grad_norm: 3.9655 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.4667 loss: 2.4667 2022/08/10 18:16:32 - mmengine - INFO - Epoch(train) [7][40/1879] lr: 2.0000e-02 eta: 15:40:19 time: 0.6865 data_time: 0.0193 memory: 13712 grad_norm: 4.0492 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.3066 loss: 2.3066 2022/08/10 18:16:49 - mmengine - INFO - Epoch(train) [7][60/1879] lr: 2.0000e-02 eta: 15:40:31 time: 0.8561 data_time: 0.0172 memory: 13712 grad_norm: 3.9770 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.4840 loss: 2.4840 2022/08/10 18:17:04 - mmengine - INFO - Epoch(train) [7][80/1879] lr: 2.0000e-02 eta: 15:40:24 time: 0.7306 data_time: 0.0230 memory: 13712 grad_norm: 3.9141 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.2663 loss: 2.2663 2022/08/10 18:17:21 - mmengine - INFO - Epoch(train) [7][100/1879] lr: 2.0000e-02 eta: 15:40:34 time: 0.8499 data_time: 0.0161 memory: 13712 grad_norm: 4.0109 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 2.3012 loss: 2.3012 2022/08/10 18:17:35 - mmengine - INFO - Epoch(train) [7][120/1879] lr: 2.0000e-02 eta: 15:40:27 time: 0.7275 data_time: 0.0177 memory: 13712 grad_norm: 3.7886 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5904 loss: 2.5904 2022/08/10 18:17:54 - mmengine - INFO - Epoch(train) [7][140/1879] lr: 2.0000e-02 eta: 15:40:48 time: 0.9196 data_time: 0.0163 memory: 13712 grad_norm: 3.9511 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 2.1267 loss: 2.1267 2022/08/10 18:18:06 - mmengine - INFO - Epoch(train) [7][160/1879] lr: 2.0000e-02 eta: 15:40:20 time: 0.5850 data_time: 0.0183 memory: 13712 grad_norm: 3.8145 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.3858 loss: 2.3858 2022/08/10 18:18:23 - mmengine - INFO - Epoch(train) [7][180/1879] lr: 2.0000e-02 eta: 15:40:32 time: 0.8617 data_time: 0.0188 memory: 13712 grad_norm: 4.0172 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6219 loss: 2.6219 2022/08/10 18:18:38 - mmengine - INFO - Epoch(train) [7][200/1879] lr: 2.0000e-02 eta: 15:40:28 time: 0.7519 data_time: 0.0214 memory: 13712 grad_norm: 3.9442 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.3154 loss: 2.3154 2022/08/10 18:18:53 - mmengine - INFO - Epoch(train) [7][220/1879] lr: 2.0000e-02 eta: 15:40:22 time: 0.7392 data_time: 0.0154 memory: 13712 grad_norm: 3.9270 top1_acc: 0.1875 top5_acc: 0.7500 loss_cls: 2.2677 loss: 2.2677 2022/08/10 18:19:06 - mmengine - INFO - Epoch(train) [7][240/1879] lr: 2.0000e-02 eta: 15:40:05 time: 0.6614 data_time: 0.0181 memory: 13712 grad_norm: 3.9526 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.3743 loss: 2.3743 2022/08/10 18:19:20 - mmengine - INFO - Epoch(train) [7][260/1879] lr: 2.0000e-02 eta: 15:39:56 time: 0.7181 data_time: 0.0183 memory: 13712 grad_norm: 3.9262 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3323 loss: 2.3323 2022/08/10 18:19:32 - mmengine - INFO - Epoch(train) [7][280/1879] lr: 2.0000e-02 eta: 15:39:28 time: 0.5847 data_time: 0.0197 memory: 13712 grad_norm: 4.0146 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3879 loss: 2.3879 2022/08/10 18:19:45 - mmengine - INFO - Epoch(train) [7][300/1879] lr: 2.0000e-02 eta: 15:39:11 time: 0.6563 data_time: 0.0884 memory: 13712 grad_norm: 4.0046 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5326 loss: 2.5326 2022/08/10 18:19:57 - mmengine - INFO - Epoch(train) [7][320/1879] lr: 2.0000e-02 eta: 15:38:44 time: 0.5969 data_time: 0.0174 memory: 13712 grad_norm: 3.9547 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.4778 loss: 2.4778 2022/08/10 18:20:12 - mmengine - INFO - Epoch(train) [7][340/1879] lr: 2.0000e-02 eta: 15:38:44 time: 0.7784 data_time: 0.0163 memory: 13712 grad_norm: 3.9266 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.3774 loss: 2.3774 2022/08/10 18:20:27 - mmengine - INFO - Epoch(train) [7][360/1879] lr: 2.0000e-02 eta: 15:38:37 time: 0.7268 data_time: 0.0196 memory: 13712 grad_norm: 3.9117 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.4798 loss: 2.4798 2022/08/10 18:20:39 - mmengine - INFO - Epoch(train) [7][380/1879] lr: 2.0000e-02 eta: 15:38:11 time: 0.5989 data_time: 0.0171 memory: 13712 grad_norm: 4.0096 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5427 loss: 2.5427 2022/08/10 18:20:52 - mmengine - INFO - Epoch(train) [7][400/1879] lr: 2.0000e-02 eta: 15:37:56 time: 0.6732 data_time: 0.0210 memory: 13712 grad_norm: 3.8788 top1_acc: 0.1250 top5_acc: 0.5625 loss_cls: 2.3966 loss: 2.3966 2022/08/10 18:21:04 - mmengine - INFO - Epoch(train) [7][420/1879] lr: 2.0000e-02 eta: 15:37:30 time: 0.5973 data_time: 0.0180 memory: 13712 grad_norm: 3.9425 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.4308 loss: 2.4308 2022/08/10 18:21:21 - mmengine - INFO - Epoch(train) [7][440/1879] lr: 2.0000e-02 eta: 15:37:39 time: 0.8474 data_time: 0.2326 memory: 13712 grad_norm: 3.9237 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.5538 loss: 2.5538 2022/08/10 18:21:41 - mmengine - INFO - Epoch(train) [7][460/1879] lr: 2.0000e-02 eta: 15:38:03 time: 0.9564 data_time: 0.2708 memory: 13712 grad_norm: 3.9381 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 2.4299 loss: 2.4299 2022/08/10 18:21:56 - mmengine - INFO - Epoch(train) [7][480/1879] lr: 2.0000e-02 eta: 15:38:00 time: 0.7560 data_time: 0.0359 memory: 13712 grad_norm: 3.9417 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4263 loss: 2.4263 2022/08/10 18:22:15 - mmengine - INFO - Epoch(train) [7][500/1879] lr: 2.0000e-02 eta: 15:38:24 time: 0.9530 data_time: 0.0140 memory: 13712 grad_norm: 3.9504 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2711 loss: 2.2711 2022/08/10 18:22:28 - mmengine - INFO - Epoch(train) [7][520/1879] lr: 2.0000e-02 eta: 15:38:08 time: 0.6693 data_time: 0.0246 memory: 13712 grad_norm: 3.8979 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.3483 loss: 2.3483 2022/08/10 18:22:45 - mmengine - INFO - Epoch(train) [7][540/1879] lr: 2.0000e-02 eta: 15:38:16 time: 0.8462 data_time: 0.0174 memory: 13712 grad_norm: 4.0419 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.3857 loss: 2.3857 2022/08/10 18:23:00 - mmengine - INFO - Epoch(train) [7][560/1879] lr: 2.0000e-02 eta: 15:38:09 time: 0.7340 data_time: 0.0172 memory: 13712 grad_norm: 4.0606 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.3423 loss: 2.3423 2022/08/10 18:23:15 - mmengine - INFO - Epoch(train) [7][580/1879] lr: 2.0000e-02 eta: 15:38:07 time: 0.7657 data_time: 0.0185 memory: 13712 grad_norm: 3.9317 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.4139 loss: 2.4139 2022/08/10 18:23:28 - mmengine - INFO - Epoch(train) [7][600/1879] lr: 2.0000e-02 eta: 15:37:50 time: 0.6648 data_time: 0.0158 memory: 13712 grad_norm: 3.9227 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 2.4520 loss: 2.4520 2022/08/10 18:23:47 - mmengine - INFO - Epoch(train) [7][620/1879] lr: 2.0000e-02 eta: 15:38:08 time: 0.9134 data_time: 0.0166 memory: 13712 grad_norm: 3.9779 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4552 loss: 2.4552 2022/08/10 18:23:58 - mmengine - INFO - Epoch(train) [7][640/1879] lr: 2.0000e-02 eta: 15:37:42 time: 0.5948 data_time: 0.0187 memory: 13712 grad_norm: 4.1305 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.5424 loss: 2.5424 2022/08/10 18:24:13 - mmengine - INFO - Epoch(train) [7][660/1879] lr: 2.0000e-02 eta: 15:37:34 time: 0.7299 data_time: 0.0181 memory: 13712 grad_norm: 3.9991 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.2493 loss: 2.2493 2022/08/10 18:24:28 - mmengine - INFO - Epoch(train) [7][680/1879] lr: 2.0000e-02 eta: 15:37:29 time: 0.7500 data_time: 0.0164 memory: 13712 grad_norm: 3.9873 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.2357 loss: 2.2357 2022/08/10 18:24:45 - mmengine - INFO - Epoch(train) [7][700/1879] lr: 2.0000e-02 eta: 15:37:37 time: 0.8442 data_time: 0.0294 memory: 13712 grad_norm: 3.9883 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.6108 loss: 2.6108 2022/08/10 18:24:57 - mmengine - INFO - Epoch(train) [7][720/1879] lr: 2.0000e-02 eta: 15:37:10 time: 0.5927 data_time: 0.0267 memory: 13712 grad_norm: 3.9938 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3396 loss: 2.3396 2022/08/10 18:25:00 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 18:25:14 - mmengine - INFO - Epoch(train) [7][740/1879] lr: 2.0000e-02 eta: 15:37:23 time: 0.8803 data_time: 0.0187 memory: 13712 grad_norm: 3.9305 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.5836 loss: 2.5836 2022/08/10 18:25:30 - mmengine - INFO - Epoch(train) [7][760/1879] lr: 2.0000e-02 eta: 15:37:24 time: 0.7938 data_time: 0.0174 memory: 13712 grad_norm: 3.8687 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.3259 loss: 2.3259 2022/08/10 18:25:44 - mmengine - INFO - Epoch(train) [7][780/1879] lr: 2.0000e-02 eta: 15:37:07 time: 0.6654 data_time: 0.0168 memory: 13712 grad_norm: 3.8364 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 2.2531 loss: 2.2531 2022/08/10 18:25:56 - mmengine - INFO - Epoch(train) [7][800/1879] lr: 2.0000e-02 eta: 15:36:47 time: 0.6387 data_time: 0.0173 memory: 13712 grad_norm: 3.9145 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.3794 loss: 2.3794 2022/08/10 18:26:09 - mmengine - INFO - Epoch(train) [7][820/1879] lr: 2.0000e-02 eta: 15:36:27 time: 0.6407 data_time: 0.0161 memory: 13712 grad_norm: 3.8605 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5709 loss: 2.5709 2022/08/10 18:26:21 - mmengine - INFO - Epoch(train) [7][840/1879] lr: 2.0000e-02 eta: 15:36:02 time: 0.5984 data_time: 0.0166 memory: 13712 grad_norm: 3.8714 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.4497 loss: 2.4497 2022/08/10 18:26:34 - mmengine - INFO - Epoch(train) [7][860/1879] lr: 2.0000e-02 eta: 15:35:44 time: 0.6573 data_time: 0.0206 memory: 13712 grad_norm: 3.7615 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.2902 loss: 2.2902 2022/08/10 18:26:48 - mmengine - INFO - Epoch(train) [7][880/1879] lr: 2.0000e-02 eta: 15:35:32 time: 0.7013 data_time: 0.0156 memory: 13712 grad_norm: 3.9163 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3097 loss: 2.3097 2022/08/10 18:27:03 - mmengine - INFO - Epoch(train) [7][900/1879] lr: 2.0000e-02 eta: 15:35:26 time: 0.7429 data_time: 0.0196 memory: 13712 grad_norm: 3.9183 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3427 loss: 2.3427 2022/08/10 18:27:16 - mmengine - INFO - Epoch(train) [7][920/1879] lr: 2.0000e-02 eta: 15:35:04 time: 0.6240 data_time: 0.0478 memory: 13712 grad_norm: 3.8895 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.2978 loss: 2.2978 2022/08/10 18:27:31 - mmengine - INFO - Epoch(train) [7][940/1879] lr: 2.0000e-02 eta: 15:35:02 time: 0.7702 data_time: 0.0149 memory: 13712 grad_norm: 3.8122 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.3317 loss: 2.3317 2022/08/10 18:27:50 - mmengine - INFO - Epoch(train) [7][960/1879] lr: 2.0000e-02 eta: 15:35:22 time: 0.9436 data_time: 0.0168 memory: 13712 grad_norm: 3.8979 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.4791 loss: 2.4791 2022/08/10 18:28:02 - mmengine - INFO - Epoch(train) [7][980/1879] lr: 2.0000e-02 eta: 15:34:59 time: 0.6175 data_time: 0.0188 memory: 13712 grad_norm: 4.1071 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 2.4985 loss: 2.4985 2022/08/10 18:28:20 - mmengine - INFO - Epoch(train) [7][1000/1879] lr: 2.0000e-02 eta: 15:35:11 time: 0.8778 data_time: 0.0186 memory: 13712 grad_norm: 4.0010 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 2.3039 loss: 2.3039 2022/08/10 18:28:33 - mmengine - INFO - Epoch(train) [7][1020/1879] lr: 2.0000e-02 eta: 15:34:55 time: 0.6668 data_time: 0.0181 memory: 13712 grad_norm: 3.8381 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3568 loss: 2.3568 2022/08/10 18:28:47 - mmengine - INFO - Epoch(train) [7][1040/1879] lr: 2.0000e-02 eta: 15:34:40 time: 0.6788 data_time: 0.0184 memory: 13712 grad_norm: 3.8789 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.5503 loss: 2.5503 2022/08/10 18:29:02 - mmengine - INFO - Epoch(train) [7][1060/1879] lr: 2.0000e-02 eta: 15:34:33 time: 0.7424 data_time: 0.0193 memory: 13712 grad_norm: 3.7808 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.4342 loss: 2.4342 2022/08/10 18:29:16 - mmengine - INFO - Epoch(train) [7][1080/1879] lr: 2.0000e-02 eta: 15:34:22 time: 0.7074 data_time: 0.1455 memory: 13712 grad_norm: 3.8661 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4312 loss: 2.4312 2022/08/10 18:29:28 - mmengine - INFO - Epoch(train) [7][1100/1879] lr: 2.0000e-02 eta: 15:33:56 time: 0.5888 data_time: 0.0213 memory: 13712 grad_norm: 3.8957 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.2402 loss: 2.2402 2022/08/10 18:29:41 - mmengine - INFO - Epoch(train) [7][1120/1879] lr: 2.0000e-02 eta: 15:33:43 time: 0.6942 data_time: 0.1267 memory: 13712 grad_norm: 3.9271 top1_acc: 0.6875 top5_acc: 0.6875 loss_cls: 2.4249 loss: 2.4249 2022/08/10 18:29:57 - mmengine - INFO - Epoch(train) [7][1140/1879] lr: 2.0000e-02 eta: 15:33:44 time: 0.8027 data_time: 0.1627 memory: 13712 grad_norm: 3.9718 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.4441 loss: 2.4441 2022/08/10 18:30:13 - mmengine - INFO - Epoch(train) [7][1160/1879] lr: 2.0000e-02 eta: 15:33:40 time: 0.7565 data_time: 0.0222 memory: 13712 grad_norm: 3.9545 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.3829 loss: 2.3829 2022/08/10 18:30:27 - mmengine - INFO - Epoch(train) [7][1180/1879] lr: 2.0000e-02 eta: 15:33:29 time: 0.7140 data_time: 0.0174 memory: 13712 grad_norm: 3.8686 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 2.5124 loss: 2.5124 2022/08/10 18:30:39 - mmengine - INFO - Epoch(train) [7][1200/1879] lr: 2.0000e-02 eta: 15:33:02 time: 0.5831 data_time: 0.0189 memory: 13712 grad_norm: 3.8566 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6886 loss: 2.6886 2022/08/10 18:30:51 - mmengine - INFO - Epoch(train) [7][1220/1879] lr: 2.0000e-02 eta: 15:32:38 time: 0.6092 data_time: 0.0186 memory: 13712 grad_norm: 3.9372 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5455 loss: 2.5455 2022/08/10 18:31:07 - mmengine - INFO - Epoch(train) [7][1240/1879] lr: 2.0000e-02 eta: 15:32:38 time: 0.7873 data_time: 0.0179 memory: 13712 grad_norm: 3.8056 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.5376 loss: 2.5376 2022/08/10 18:31:22 - mmengine - INFO - Epoch(train) [7][1260/1879] lr: 2.0000e-02 eta: 15:32:34 time: 0.7671 data_time: 0.0161 memory: 13712 grad_norm: 3.8341 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.5328 loss: 2.5328 2022/08/10 18:31:37 - mmengine - INFO - Epoch(train) [7][1280/1879] lr: 2.0000e-02 eta: 15:32:32 time: 0.7778 data_time: 0.0168 memory: 13712 grad_norm: 3.7869 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.3059 loss: 2.3059 2022/08/10 18:31:53 - mmengine - INFO - Epoch(train) [7][1300/1879] lr: 2.0000e-02 eta: 15:32:33 time: 0.8001 data_time: 0.0187 memory: 13712 grad_norm: 3.9692 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 2.4404 loss: 2.4404 2022/08/10 18:32:07 - mmengine - INFO - Epoch(train) [7][1320/1879] lr: 2.0000e-02 eta: 15:32:17 time: 0.6731 data_time: 0.0703 memory: 13712 grad_norm: 3.8129 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.4853 loss: 2.4853 2022/08/10 18:32:24 - mmengine - INFO - Epoch(train) [7][1340/1879] lr: 2.0000e-02 eta: 15:32:24 time: 0.8495 data_time: 0.0150 memory: 13712 grad_norm: 4.0266 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.3926 loss: 2.3926 2022/08/10 18:32:38 - mmengine - INFO - Epoch(train) [7][1360/1879] lr: 2.0000e-02 eta: 15:32:14 time: 0.7151 data_time: 0.1424 memory: 13712 grad_norm: 3.8147 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 2.5442 loss: 2.5442 2022/08/10 18:32:50 - mmengine - INFO - Epoch(train) [7][1380/1879] lr: 2.0000e-02 eta: 15:31:48 time: 0.5912 data_time: 0.0160 memory: 13712 grad_norm: 3.9412 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.4139 loss: 2.4139 2022/08/10 18:33:03 - mmengine - INFO - Epoch(train) [7][1400/1879] lr: 2.0000e-02 eta: 15:31:27 time: 0.6294 data_time: 0.0167 memory: 13712 grad_norm: 3.9727 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.4078 loss: 2.4078 2022/08/10 18:33:22 - mmengine - INFO - Epoch(train) [7][1420/1879] lr: 2.0000e-02 eta: 15:31:52 time: 0.9913 data_time: 0.0169 memory: 13712 grad_norm: 3.7774 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4520 loss: 2.4520 2022/08/10 18:33:34 - mmengine - INFO - Epoch(train) [7][1440/1879] lr: 2.0000e-02 eta: 15:31:23 time: 0.5720 data_time: 0.0183 memory: 13712 grad_norm: 3.9053 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.3982 loss: 2.3982 2022/08/10 18:33:45 - mmengine - INFO - Epoch(train) [7][1460/1879] lr: 2.0000e-02 eta: 15:30:55 time: 0.5741 data_time: 0.0167 memory: 13712 grad_norm: 3.9586 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.4897 loss: 2.4897 2022/08/10 18:33:57 - mmengine - INFO - Epoch(train) [7][1480/1879] lr: 2.0000e-02 eta: 15:30:27 time: 0.5754 data_time: 0.0180 memory: 13712 grad_norm: 3.7669 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4210 loss: 2.4210 2022/08/10 18:34:09 - mmengine - INFO - Epoch(train) [7][1500/1879] lr: 2.0000e-02 eta: 15:30:00 time: 0.5852 data_time: 0.0246 memory: 13712 grad_norm: 3.9146 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.5379 loss: 2.5379 2022/08/10 18:34:20 - mmengine - INFO - Epoch(train) [7][1520/1879] lr: 2.0000e-02 eta: 15:29:34 time: 0.5861 data_time: 0.0201 memory: 13712 grad_norm: 3.8722 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4532 loss: 2.4532 2022/08/10 18:34:33 - mmengine - INFO - Epoch(train) [7][1540/1879] lr: 2.0000e-02 eta: 15:29:11 time: 0.6194 data_time: 0.0176 memory: 13712 grad_norm: 3.8466 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.4194 loss: 2.4194 2022/08/10 18:34:48 - mmengine - INFO - Epoch(train) [7][1560/1879] lr: 2.0000e-02 eta: 15:29:05 time: 0.7488 data_time: 0.0163 memory: 13712 grad_norm: 3.7678 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.2735 loss: 2.2735 2022/08/10 18:34:59 - mmengine - INFO - Epoch(train) [7][1580/1879] lr: 2.0000e-02 eta: 15:28:39 time: 0.5864 data_time: 0.0199 memory: 13712 grad_norm: 3.7733 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.3569 loss: 2.3569 2022/08/10 18:35:12 - mmengine - INFO - Epoch(train) [7][1600/1879] lr: 2.0000e-02 eta: 15:28:18 time: 0.6269 data_time: 0.0187 memory: 13712 grad_norm: 3.8717 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.4243 loss: 2.4243 2022/08/10 18:35:29 - mmengine - INFO - Epoch(train) [7][1620/1879] lr: 2.0000e-02 eta: 15:28:24 time: 0.8464 data_time: 0.0198 memory: 13712 grad_norm: 3.8152 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.2847 loss: 2.2847 2022/08/10 18:35:40 - mmengine - INFO - Epoch(train) [7][1640/1879] lr: 2.0000e-02 eta: 15:27:56 time: 0.5778 data_time: 0.0183 memory: 13712 grad_norm: 3.8982 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2845 loss: 2.2845 2022/08/10 18:35:52 - mmengine - INFO - Epoch(train) [7][1660/1879] lr: 2.0000e-02 eta: 15:27:30 time: 0.5866 data_time: 0.0186 memory: 13712 grad_norm: 3.8775 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3320 loss: 2.3320 2022/08/10 18:36:04 - mmengine - INFO - Epoch(train) [7][1680/1879] lr: 2.0000e-02 eta: 15:27:04 time: 0.5888 data_time: 0.0276 memory: 13712 grad_norm: 3.8560 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.3233 loss: 2.3233 2022/08/10 18:36:16 - mmengine - INFO - Epoch(train) [7][1700/1879] lr: 2.0000e-02 eta: 15:26:39 time: 0.5944 data_time: 0.0198 memory: 13712 grad_norm: 3.8487 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.3394 loss: 2.3394 2022/08/10 18:36:30 - mmengine - INFO - Epoch(train) [7][1720/1879] lr: 2.0000e-02 eta: 15:26:25 time: 0.6827 data_time: 0.1212 memory: 13712 grad_norm: 3.8740 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.4104 loss: 2.4104 2022/08/10 18:36:33 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 18:36:41 - mmengine - INFO - Epoch(train) [7][1740/1879] lr: 2.0000e-02 eta: 15:25:59 time: 0.5896 data_time: 0.0213 memory: 13712 grad_norm: 3.8670 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.4676 loss: 2.4676 2022/08/10 18:36:54 - mmengine - INFO - Epoch(train) [7][1760/1879] lr: 2.0000e-02 eta: 15:25:36 time: 0.6127 data_time: 0.0188 memory: 13712 grad_norm: 3.7744 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.5644 loss: 2.5644 2022/08/10 18:37:05 - mmengine - INFO - Epoch(train) [7][1780/1879] lr: 2.0000e-02 eta: 15:25:09 time: 0.5801 data_time: 0.0178 memory: 13712 grad_norm: 3.7615 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.2421 loss: 2.2421 2022/08/10 18:37:17 - mmengine - INFO - Epoch(train) [7][1800/1879] lr: 2.0000e-02 eta: 15:24:42 time: 0.5787 data_time: 0.0159 memory: 13712 grad_norm: 3.8809 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6118 loss: 2.6118 2022/08/10 18:37:28 - mmengine - INFO - Epoch(train) [7][1820/1879] lr: 2.0000e-02 eta: 15:24:15 time: 0.5770 data_time: 0.0174 memory: 13712 grad_norm: 3.8674 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.3815 loss: 2.3815 2022/08/10 18:37:40 - mmengine - INFO - Epoch(train) [7][1840/1879] lr: 2.0000e-02 eta: 15:23:48 time: 0.5773 data_time: 0.0179 memory: 13712 grad_norm: 3.8212 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.3467 loss: 2.3467 2022/08/10 18:37:52 - mmengine - INFO - Epoch(train) [7][1860/1879] lr: 2.0000e-02 eta: 15:23:22 time: 0.5875 data_time: 0.0183 memory: 13712 grad_norm: 3.7999 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4716 loss: 2.4716 2022/08/10 18:38:02 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 18:38:02 - mmengine - INFO - Epoch(train) [7][1879/1879] lr: 2.0000e-02 eta: 15:23:22 time: 0.5751 data_time: 0.0211 memory: 13712 grad_norm: 3.9040 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 2.3855 loss: 2.3855 2022/08/10 18:39:19 - mmengine - INFO - Epoch(val) [7][20/155] eta: 0:08:35 time: 3.8168 data_time: 2.4456 memory: 14838 2022/08/10 18:40:20 - mmengine - INFO - Epoch(val) [7][40/155] eta: 0:05:48 time: 3.0326 data_time: 1.6621 memory: 14838 2022/08/10 18:41:28 - mmengine - INFO - Epoch(val) [7][60/155] eta: 0:05:23 time: 3.4066 data_time: 2.0257 memory: 14838 2022/08/10 18:42:26 - mmengine - INFO - Epoch(val) [7][80/155] eta: 0:03:38 time: 2.9081 data_time: 1.5335 memory: 14838 2022/08/10 18:43:36 - mmengine - INFO - Epoch(val) [7][100/155] eta: 0:03:12 time: 3.4934 data_time: 2.1233 memory: 14838 2022/08/10 18:44:35 - mmengine - INFO - Epoch(val) [7][120/155] eta: 0:01:44 time: 2.9871 data_time: 1.6144 memory: 14838 2022/08/10 18:45:48 - mmengine - INFO - Epoch(val) [7][140/155] eta: 0:00:54 time: 3.6254 data_time: 2.2566 memory: 14838 2022/08/10 18:46:37 - mmengine - INFO - Epoch(val) [7][155/155] acc/top1: 0.5289 acc/top5: 0.7845 acc/mean1: 0.5289 2022/08/10 18:46:37 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_r50_dense_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_7.pth is removed 2022/08/10 18:46:38 - mmengine - INFO - The best checkpoint with 0.5289 acc/top1 at 8 epoch is saved to best_acc/top1_epoch_8.pth. 2022/08/10 18:46:54 - mmengine - INFO - Epoch(train) [8][20/1879] lr: 2.0000e-02 eta: 15:21:50 time: 0.8052 data_time: 0.2028 memory: 14838 grad_norm: 3.8771 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.4089 loss: 2.4089 2022/08/10 18:47:08 - mmengine - INFO - Epoch(train) [8][40/1879] lr: 2.0000e-02 eta: 15:21:37 time: 0.6872 data_time: 0.0189 memory: 13712 grad_norm: 3.8214 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1017 loss: 2.1017 2022/08/10 18:47:19 - mmengine - INFO - Epoch(train) [8][60/1879] lr: 2.0000e-02 eta: 15:21:09 time: 0.5718 data_time: 0.0152 memory: 13712 grad_norm: 3.9080 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.2311 loss: 2.2311 2022/08/10 18:47:31 - mmengine - INFO - Epoch(train) [8][80/1879] lr: 2.0000e-02 eta: 15:20:42 time: 0.5749 data_time: 0.0198 memory: 13712 grad_norm: 3.9404 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4073 loss: 2.4073 2022/08/10 18:47:42 - mmengine - INFO - Epoch(train) [8][100/1879] lr: 2.0000e-02 eta: 15:20:15 time: 0.5761 data_time: 0.0166 memory: 13712 grad_norm: 3.8781 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.2266 loss: 2.2266 2022/08/10 18:47:54 - mmengine - INFO - Epoch(train) [8][120/1879] lr: 2.0000e-02 eta: 15:19:48 time: 0.5767 data_time: 0.0171 memory: 13712 grad_norm: 3.8744 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2549 loss: 2.2549 2022/08/10 18:48:06 - mmengine - INFO - Epoch(train) [8][140/1879] lr: 2.0000e-02 eta: 15:19:26 time: 0.6095 data_time: 0.0557 memory: 13712 grad_norm: 3.8344 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.3777 loss: 2.3777 2022/08/10 18:48:18 - mmengine - INFO - Epoch(train) [8][160/1879] lr: 2.0000e-02 eta: 15:18:59 time: 0.5805 data_time: 0.0164 memory: 13712 grad_norm: 3.7767 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3839 loss: 2.3839 2022/08/10 18:48:29 - mmengine - INFO - Epoch(train) [8][180/1879] lr: 2.0000e-02 eta: 15:18:33 time: 0.5792 data_time: 0.0199 memory: 13712 grad_norm: 3.7512 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.3392 loss: 2.3392 2022/08/10 18:48:41 - mmengine - INFO - Epoch(train) [8][200/1879] lr: 2.0000e-02 eta: 15:18:07 time: 0.5825 data_time: 0.0178 memory: 13712 grad_norm: 3.8693 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.1770 loss: 2.1770 2022/08/10 18:48:53 - mmengine - INFO - Epoch(train) [8][220/1879] lr: 2.0000e-02 eta: 15:17:42 time: 0.5897 data_time: 0.0183 memory: 13712 grad_norm: 3.8788 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.4917 loss: 2.4917 2022/08/10 18:49:04 - mmengine - INFO - Epoch(train) [8][240/1879] lr: 2.0000e-02 eta: 15:17:17 time: 0.5846 data_time: 0.0171 memory: 13712 grad_norm: 3.9135 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.4818 loss: 2.4818 2022/08/10 18:49:18 - mmengine - INFO - Epoch(train) [8][260/1879] lr: 2.0000e-02 eta: 15:17:02 time: 0.6784 data_time: 0.0281 memory: 13712 grad_norm: 3.7975 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3276 loss: 2.3276 2022/08/10 18:49:31 - mmengine - INFO - Epoch(train) [8][280/1879] lr: 2.0000e-02 eta: 15:16:47 time: 0.6672 data_time: 0.0241 memory: 13712 grad_norm: 3.7342 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.3909 loss: 2.3909 2022/08/10 18:49:48 - mmengine - INFO - Epoch(train) [8][300/1879] lr: 2.0000e-02 eta: 15:16:53 time: 0.8525 data_time: 0.2388 memory: 13712 grad_norm: 3.9216 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.4430 loss: 2.4430 2022/08/10 18:50:00 - mmengine - INFO - Epoch(train) [8][320/1879] lr: 2.0000e-02 eta: 15:16:28 time: 0.5841 data_time: 0.0135 memory: 13712 grad_norm: 4.0882 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4323 loss: 2.4323 2022/08/10 18:50:15 - mmengine - INFO - Epoch(train) [8][340/1879] lr: 2.0000e-02 eta: 15:16:22 time: 0.7464 data_time: 0.0706 memory: 13712 grad_norm: 3.9101 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 2.1679 loss: 2.1679 2022/08/10 18:50:29 - mmengine - INFO - Epoch(train) [8][360/1879] lr: 2.0000e-02 eta: 15:16:12 time: 0.7165 data_time: 0.0697 memory: 13712 grad_norm: 3.8242 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.1362 loss: 2.1362 2022/08/10 18:50:41 - mmengine - INFO - Epoch(train) [8][380/1879] lr: 2.0000e-02 eta: 15:15:46 time: 0.5770 data_time: 0.0179 memory: 13712 grad_norm: 3.8748 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3521 loss: 2.3521 2022/08/10 18:50:52 - mmengine - INFO - Epoch(train) [8][400/1879] lr: 2.0000e-02 eta: 15:15:19 time: 0.5747 data_time: 0.0182 memory: 13712 grad_norm: 3.8362 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 2.1409 loss: 2.1409 2022/08/10 18:51:04 - mmengine - INFO - Epoch(train) [8][420/1879] lr: 2.0000e-02 eta: 15:14:53 time: 0.5802 data_time: 0.0168 memory: 13712 grad_norm: 3.9479 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.3630 loss: 2.3630 2022/08/10 18:51:15 - mmengine - INFO - Epoch(train) [8][440/1879] lr: 2.0000e-02 eta: 15:14:27 time: 0.5754 data_time: 0.0167 memory: 13712 grad_norm: 3.9346 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.4657 loss: 2.4657 2022/08/10 18:51:27 - mmengine - INFO - Epoch(train) [8][460/1879] lr: 2.0000e-02 eta: 15:14:01 time: 0.5817 data_time: 0.0183 memory: 13712 grad_norm: 3.9299 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.3221 loss: 2.3221 2022/08/10 18:51:39 - mmengine - INFO - Epoch(train) [8][480/1879] lr: 2.0000e-02 eta: 15:13:36 time: 0.5789 data_time: 0.0160 memory: 13712 grad_norm: 3.9690 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3237 loss: 2.3237 2022/08/10 18:51:50 - mmengine - INFO - Epoch(train) [8][500/1879] lr: 2.0000e-02 eta: 15:13:11 time: 0.5868 data_time: 0.0252 memory: 13712 grad_norm: 3.8430 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.5690 loss: 2.5690 2022/08/10 18:52:02 - mmengine - INFO - Epoch(train) [8][520/1879] lr: 2.0000e-02 eta: 15:12:47 time: 0.5980 data_time: 0.0328 memory: 13712 grad_norm: 3.8983 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.4317 loss: 2.4317 2022/08/10 18:52:14 - mmengine - INFO - Epoch(train) [8][540/1879] lr: 2.0000e-02 eta: 15:12:21 time: 0.5786 data_time: 0.0178 memory: 13712 grad_norm: 3.7710 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.3843 loss: 2.3843 2022/08/10 18:52:25 - mmengine - INFO - Epoch(train) [8][560/1879] lr: 2.0000e-02 eta: 15:11:55 time: 0.5755 data_time: 0.0184 memory: 13712 grad_norm: 3.9558 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 2.2835 loss: 2.2835 2022/08/10 18:52:37 - mmengine - INFO - Epoch(train) [8][580/1879] lr: 2.0000e-02 eta: 15:11:29 time: 0.5780 data_time: 0.0189 memory: 13712 grad_norm: 3.8882 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.2609 loss: 2.2609 2022/08/10 18:52:49 - mmengine - INFO - Epoch(train) [8][600/1879] lr: 2.0000e-02 eta: 15:11:04 time: 0.5804 data_time: 0.0234 memory: 13712 grad_norm: 3.8989 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3074 loss: 2.3074 2022/08/10 18:53:03 - mmengine - INFO - Epoch(train) [8][620/1879] lr: 2.0000e-02 eta: 15:10:54 time: 0.7149 data_time: 0.0173 memory: 13712 grad_norm: 3.9592 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 2.3179 loss: 2.3179 2022/08/10 18:53:14 - mmengine - INFO - Epoch(train) [8][640/1879] lr: 2.0000e-02 eta: 15:10:28 time: 0.5779 data_time: 0.0230 memory: 13712 grad_norm: 3.8942 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5524 loss: 2.5524 2022/08/10 18:53:27 - mmengine - INFO - Epoch(train) [8][660/1879] lr: 2.0000e-02 eta: 15:10:06 time: 0.6097 data_time: 0.0172 memory: 13712 grad_norm: 3.7524 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.2731 loss: 2.2731 2022/08/10 18:53:38 - mmengine - INFO - Epoch(train) [8][680/1879] lr: 2.0000e-02 eta: 15:09:42 time: 0.5840 data_time: 0.0170 memory: 13712 grad_norm: 3.8093 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.2536 loss: 2.2536 2022/08/10 18:53:50 - mmengine - INFO - Epoch(train) [8][700/1879] lr: 2.0000e-02 eta: 15:09:16 time: 0.5819 data_time: 0.0180 memory: 13712 grad_norm: 3.8362 top1_acc: 0.2500 top5_acc: 0.8125 loss_cls: 2.4663 loss: 2.4663 2022/08/10 18:54:02 - mmengine - INFO - Epoch(train) [8][720/1879] lr: 2.0000e-02 eta: 15:08:54 time: 0.6028 data_time: 0.0179 memory: 13712 grad_norm: 3.8409 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4361 loss: 2.4361 2022/08/10 18:54:14 - mmengine - INFO - Epoch(train) [8][740/1879] lr: 2.0000e-02 eta: 15:08:28 time: 0.5780 data_time: 0.0191 memory: 13712 grad_norm: 3.8588 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2888 loss: 2.2888 2022/08/10 18:54:25 - mmengine - INFO - Epoch(train) [8][760/1879] lr: 2.0000e-02 eta: 15:08:03 time: 0.5799 data_time: 0.0182 memory: 13712 grad_norm: 3.8606 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.2924 loss: 2.2924 2022/08/10 18:54:37 - mmengine - INFO - Epoch(train) [8][780/1879] lr: 2.0000e-02 eta: 15:07:37 time: 0.5753 data_time: 0.0160 memory: 13712 grad_norm: 3.8224 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.2928 loss: 2.2928 2022/08/10 18:54:48 - mmengine - INFO - Epoch(train) [8][800/1879] lr: 2.0000e-02 eta: 15:07:12 time: 0.5768 data_time: 0.0175 memory: 13712 grad_norm: 3.8100 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.5250 loss: 2.5250 2022/08/10 18:55:00 - mmengine - INFO - Epoch(train) [8][820/1879] lr: 2.0000e-02 eta: 15:06:46 time: 0.5767 data_time: 0.0180 memory: 13712 grad_norm: 3.8993 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5656 loss: 2.5656 2022/08/10 18:55:12 - mmengine - INFO - Epoch(train) [8][840/1879] lr: 2.0000e-02 eta: 15:06:22 time: 0.5848 data_time: 0.0179 memory: 13712 grad_norm: 3.7716 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.4141 loss: 2.4141 2022/08/10 18:55:20 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 18:55:27 - mmengine - INFO - Epoch(train) [8][860/1879] lr: 2.0000e-02 eta: 15:06:22 time: 0.7986 data_time: 0.2411 memory: 13712 grad_norm: 3.8591 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2607 loss: 2.2607 2022/08/10 18:55:39 - mmengine - INFO - Epoch(train) [8][880/1879] lr: 2.0000e-02 eta: 15:05:56 time: 0.5773 data_time: 0.0173 memory: 13712 grad_norm: 3.9058 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.2616 loss: 2.2616 2022/08/10 18:55:50 - mmengine - INFO - Epoch(train) [8][900/1879] lr: 2.0000e-02 eta: 15:05:31 time: 0.5735 data_time: 0.0177 memory: 13712 grad_norm: 3.7816 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.4463 loss: 2.4463 2022/08/10 18:56:02 - mmengine - INFO - Epoch(train) [8][920/1879] lr: 2.0000e-02 eta: 15:05:05 time: 0.5731 data_time: 0.0170 memory: 13712 grad_norm: 3.8294 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.7147 loss: 2.7147 2022/08/10 18:56:13 - mmengine - INFO - Epoch(train) [8][940/1879] lr: 2.0000e-02 eta: 15:04:39 time: 0.5744 data_time: 0.0174 memory: 13712 grad_norm: 3.8461 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.2592 loss: 2.2592 2022/08/10 18:56:25 - mmengine - INFO - Epoch(train) [8][960/1879] lr: 2.0000e-02 eta: 15:04:14 time: 0.5792 data_time: 0.0175 memory: 13712 grad_norm: 3.7718 top1_acc: 0.5625 top5_acc: 0.5625 loss_cls: 2.2556 loss: 2.2556 2022/08/10 18:56:37 - mmengine - INFO - Epoch(train) [8][980/1879] lr: 2.0000e-02 eta: 15:03:50 time: 0.5865 data_time: 0.0178 memory: 13712 grad_norm: 3.7765 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.3442 loss: 2.3442 2022/08/10 18:56:48 - mmengine - INFO - Epoch(train) [8][1000/1879] lr: 2.0000e-02 eta: 15:03:26 time: 0.5812 data_time: 0.0178 memory: 13712 grad_norm: 3.8161 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3042 loss: 2.3042 2022/08/10 18:57:00 - mmengine - INFO - Epoch(train) [8][1020/1879] lr: 2.0000e-02 eta: 15:03:00 time: 0.5729 data_time: 0.0162 memory: 13712 grad_norm: 3.7198 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1586 loss: 2.1586 2022/08/10 18:57:11 - mmengine - INFO - Epoch(train) [8][1040/1879] lr: 2.0000e-02 eta: 15:02:35 time: 0.5755 data_time: 0.0186 memory: 13712 grad_norm: 3.8164 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.3532 loss: 2.3532 2022/08/10 18:57:23 - mmengine - INFO - Epoch(train) [8][1060/1879] lr: 2.0000e-02 eta: 15:02:10 time: 0.5786 data_time: 0.0179 memory: 13712 grad_norm: 3.8122 top1_acc: 0.5625 top5_acc: 0.5625 loss_cls: 2.3232 loss: 2.3232 2022/08/10 18:57:34 - mmengine - INFO - Epoch(train) [8][1080/1879] lr: 2.0000e-02 eta: 15:01:45 time: 0.5767 data_time: 0.0180 memory: 13712 grad_norm: 3.8572 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2211 loss: 2.2211 2022/08/10 18:57:46 - mmengine - INFO - Epoch(train) [8][1100/1879] lr: 2.0000e-02 eta: 15:01:21 time: 0.5825 data_time: 0.0184 memory: 13712 grad_norm: 3.8398 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.3241 loss: 2.3241 2022/08/10 18:57:58 - mmengine - INFO - Epoch(train) [8][1120/1879] lr: 2.0000e-02 eta: 15:00:56 time: 0.5822 data_time: 0.0175 memory: 13712 grad_norm: 3.8119 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.3120 loss: 2.3120 2022/08/10 18:58:09 - mmengine - INFO - Epoch(train) [8][1140/1879] lr: 2.0000e-02 eta: 15:00:32 time: 0.5821 data_time: 0.0182 memory: 13712 grad_norm: 3.8184 top1_acc: 0.5625 top5_acc: 0.5625 loss_cls: 2.4656 loss: 2.4656 2022/08/10 18:58:21 - mmengine - INFO - Epoch(train) [8][1160/1879] lr: 2.0000e-02 eta: 15:00:08 time: 0.5844 data_time: 0.0208 memory: 13712 grad_norm: 3.8212 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.3352 loss: 2.3352 2022/08/10 18:58:33 - mmengine - INFO - Epoch(train) [8][1180/1879] lr: 2.0000e-02 eta: 14:59:43 time: 0.5753 data_time: 0.0171 memory: 13712 grad_norm: 3.7482 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.2352 loss: 2.2352 2022/08/10 18:58:44 - mmengine - INFO - Epoch(train) [8][1200/1879] lr: 2.0000e-02 eta: 14:59:18 time: 0.5722 data_time: 0.0175 memory: 13712 grad_norm: 3.7590 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.2411 loss: 2.2411 2022/08/10 18:58:55 - mmengine - INFO - Epoch(train) [8][1220/1879] lr: 2.0000e-02 eta: 14:58:52 time: 0.5706 data_time: 0.0175 memory: 13712 grad_norm: 3.8305 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 2.4080 loss: 2.4080 2022/08/10 18:59:07 - mmengine - INFO - Epoch(train) [8][1240/1879] lr: 2.0000e-02 eta: 14:58:28 time: 0.5791 data_time: 0.0167 memory: 13712 grad_norm: 3.8571 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 2.4730 loss: 2.4730 2022/08/10 18:59:19 - mmengine - INFO - Epoch(train) [8][1260/1879] lr: 2.0000e-02 eta: 14:58:03 time: 0.5764 data_time: 0.0184 memory: 13712 grad_norm: 3.8631 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 2.3799 loss: 2.3799 2022/08/10 18:59:30 - mmengine - INFO - Epoch(train) [8][1280/1879] lr: 2.0000e-02 eta: 14:57:38 time: 0.5694 data_time: 0.0162 memory: 13712 grad_norm: 3.6846 top1_acc: 0.1875 top5_acc: 0.6875 loss_cls: 2.5388 loss: 2.5388 2022/08/10 18:59:42 - mmengine - INFO - Epoch(train) [8][1300/1879] lr: 2.0000e-02 eta: 14:57:14 time: 0.5871 data_time: 0.0329 memory: 13712 grad_norm: 3.8051 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2262 loss: 2.2262 2022/08/10 18:59:53 - mmengine - INFO - Epoch(train) [8][1320/1879] lr: 2.0000e-02 eta: 14:56:49 time: 0.5685 data_time: 0.0166 memory: 13712 grad_norm: 3.7791 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.2218 loss: 2.2218 2022/08/10 19:00:05 - mmengine - INFO - Epoch(train) [8][1340/1879] lr: 2.0000e-02 eta: 14:56:25 time: 0.5819 data_time: 0.0168 memory: 13712 grad_norm: 3.9374 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.3638 loss: 2.3638 2022/08/10 19:00:16 - mmengine - INFO - Epoch(train) [8][1360/1879] lr: 2.0000e-02 eta: 14:56:01 time: 0.5873 data_time: 0.0206 memory: 13712 grad_norm: 3.7395 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1951 loss: 2.1951 2022/08/10 19:00:28 - mmengine - INFO - Epoch(train) [8][1380/1879] lr: 2.0000e-02 eta: 14:55:38 time: 0.5841 data_time: 0.0172 memory: 13712 grad_norm: 3.7328 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5592 loss: 2.5592 2022/08/10 19:00:40 - mmengine - INFO - Epoch(train) [8][1400/1879] lr: 2.0000e-02 eta: 14:55:13 time: 0.5753 data_time: 0.0179 memory: 13712 grad_norm: 3.8019 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.2686 loss: 2.2686 2022/08/10 19:00:51 - mmengine - INFO - Epoch(train) [8][1420/1879] lr: 2.0000e-02 eta: 14:54:48 time: 0.5711 data_time: 0.0169 memory: 13712 grad_norm: 3.7624 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3567 loss: 2.3567 2022/08/10 19:01:03 - mmengine - INFO - Epoch(train) [8][1440/1879] lr: 2.0000e-02 eta: 14:54:23 time: 0.5744 data_time: 0.0175 memory: 13712 grad_norm: 3.8750 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.6289 loss: 2.6289 2022/08/10 19:01:14 - mmengine - INFO - Epoch(train) [8][1460/1879] lr: 2.0000e-02 eta: 14:53:59 time: 0.5782 data_time: 0.0177 memory: 13712 grad_norm: 3.9129 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3782 loss: 2.3782 2022/08/10 19:01:26 - mmengine - INFO - Epoch(train) [8][1480/1879] lr: 2.0000e-02 eta: 14:53:35 time: 0.5725 data_time: 0.0177 memory: 13712 grad_norm: 3.7288 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3379 loss: 2.3379 2022/08/10 19:01:37 - mmengine - INFO - Epoch(train) [8][1500/1879] lr: 2.0000e-02 eta: 14:53:10 time: 0.5733 data_time: 0.0172 memory: 13712 grad_norm: 3.9124 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.1606 loss: 2.1606 2022/08/10 19:01:49 - mmengine - INFO - Epoch(train) [8][1520/1879] lr: 2.0000e-02 eta: 14:52:46 time: 0.5826 data_time: 0.0193 memory: 13712 grad_norm: 3.8482 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 2.1445 loss: 2.1445 2022/08/10 19:02:01 - mmengine - INFO - Epoch(train) [8][1540/1879] lr: 2.0000e-02 eta: 14:52:25 time: 0.6034 data_time: 0.0166 memory: 13712 grad_norm: 3.8472 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 2.2408 loss: 2.2408 2022/08/10 19:02:12 - mmengine - INFO - Epoch(train) [8][1560/1879] lr: 2.0000e-02 eta: 14:52:00 time: 0.5655 data_time: 0.0175 memory: 13712 grad_norm: 3.7280 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1810 loss: 2.1810 2022/08/10 19:02:23 - mmengine - INFO - Epoch(train) [8][1580/1879] lr: 2.0000e-02 eta: 14:51:34 time: 0.5674 data_time: 0.0175 memory: 13712 grad_norm: 3.8394 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.2980 loss: 2.2980 2022/08/10 19:02:35 - mmengine - INFO - Epoch(train) [8][1600/1879] lr: 2.0000e-02 eta: 14:51:11 time: 0.5798 data_time: 0.0185 memory: 13712 grad_norm: 3.7661 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 2.3708 loss: 2.3708 2022/08/10 19:02:47 - mmengine - INFO - Epoch(train) [8][1620/1879] lr: 2.0000e-02 eta: 14:50:46 time: 0.5724 data_time: 0.0175 memory: 13712 grad_norm: 3.7772 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 2.3547 loss: 2.3547 2022/08/10 19:02:58 - mmengine - INFO - Epoch(train) [8][1640/1879] lr: 2.0000e-02 eta: 14:50:21 time: 0.5674 data_time: 0.0193 memory: 13712 grad_norm: 3.8734 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.3190 loss: 2.3190 2022/08/10 19:03:09 - mmengine - INFO - Epoch(train) [8][1660/1879] lr: 2.0000e-02 eta: 14:49:56 time: 0.5650 data_time: 0.0170 memory: 13712 grad_norm: 3.8445 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.5150 loss: 2.5150 2022/08/10 19:03:21 - mmengine - INFO - Epoch(train) [8][1680/1879] lr: 2.0000e-02 eta: 14:49:32 time: 0.5723 data_time: 0.0196 memory: 13712 grad_norm: 3.9219 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.3936 loss: 2.3936 2022/08/10 19:03:32 - mmengine - INFO - Epoch(train) [8][1700/1879] lr: 2.0000e-02 eta: 14:49:08 time: 0.5770 data_time: 0.0190 memory: 13712 grad_norm: 3.7590 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2185 loss: 2.2185 2022/08/10 19:03:44 - mmengine - INFO - Epoch(train) [8][1720/1879] lr: 2.0000e-02 eta: 14:48:44 time: 0.5769 data_time: 0.0166 memory: 13712 grad_norm: 3.8856 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1273 loss: 2.1273 2022/08/10 19:03:55 - mmengine - INFO - Epoch(train) [8][1740/1879] lr: 2.0000e-02 eta: 14:48:20 time: 0.5798 data_time: 0.0173 memory: 13712 grad_norm: 3.7715 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.2967 loss: 2.2967 2022/08/10 19:04:07 - mmengine - INFO - Epoch(train) [8][1760/1879] lr: 2.0000e-02 eta: 14:47:57 time: 0.5821 data_time: 0.0191 memory: 13712 grad_norm: 3.7366 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 2.2930 loss: 2.2930 2022/08/10 19:04:18 - mmengine - INFO - Epoch(train) [8][1780/1879] lr: 2.0000e-02 eta: 14:47:33 time: 0.5779 data_time: 0.0193 memory: 13712 grad_norm: 3.8762 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.2249 loss: 2.2249 2022/08/10 19:04:30 - mmengine - INFO - Epoch(train) [8][1800/1879] lr: 2.0000e-02 eta: 14:47:09 time: 0.5672 data_time: 0.0164 memory: 13712 grad_norm: 3.8863 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.2814 loss: 2.2814 2022/08/10 19:04:41 - mmengine - INFO - Epoch(train) [8][1820/1879] lr: 2.0000e-02 eta: 14:46:45 time: 0.5819 data_time: 0.0192 memory: 13712 grad_norm: 3.8630 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 2.6020 loss: 2.6020 2022/08/10 19:04:53 - mmengine - INFO - Epoch(train) [8][1840/1879] lr: 2.0000e-02 eta: 14:46:22 time: 0.5780 data_time: 0.0170 memory: 13712 grad_norm: 3.7580 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 2.3069 loss: 2.3069 2022/08/10 19:04:58 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 19:05:06 - mmengine - INFO - Epoch(train) [8][1860/1879] lr: 2.0000e-02 eta: 14:46:05 time: 0.6382 data_time: 0.0170 memory: 13712 grad_norm: 3.7267 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.2417 loss: 2.2417 2022/08/10 19:05:16 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 19:05:16 - mmengine - INFO - Epoch(train) [8][1879/1879] lr: 2.0000e-02 eta: 14:46:05 time: 0.5848 data_time: 0.0137 memory: 13712 grad_norm: 3.9524 top1_acc: 0.5714 top5_acc: 1.0000 loss_cls: 2.4984 loss: 2.4984 2022/08/10 19:06:34 - mmengine - INFO - Epoch(val) [8][20/155] eta: 0:08:43 time: 3.8743 data_time: 2.4951 memory: 14838 2022/08/10 19:07:40 - mmengine - INFO - Epoch(val) [8][40/155] eta: 0:06:21 time: 3.3180 data_time: 1.9396 memory: 14838 2022/08/10 19:08:40 - mmengine - INFO - Epoch(val) [8][60/155] eta: 0:04:44 time: 2.9928 data_time: 1.6195 memory: 14838 2022/08/10 19:09:48 - mmengine - INFO - Epoch(val) [8][80/155] eta: 0:04:14 time: 3.3875 data_time: 2.0094 memory: 14838 2022/08/10 19:10:50 - mmengine - INFO - Epoch(val) [8][100/155] eta: 0:02:50 time: 3.0968 data_time: 1.7238 memory: 14838 2022/08/10 19:12:01 - mmengine - INFO - Epoch(val) [8][120/155] eta: 0:02:05 time: 3.5777 data_time: 2.2008 memory: 14838 2022/08/10 19:12:59 - mmengine - INFO - Epoch(val) [8][140/155] eta: 0:00:43 time: 2.8870 data_time: 1.5098 memory: 14838 2022/08/10 19:13:51 - mmengine - INFO - Epoch(val) [8][155/155] acc/top1: 0.5315 acc/top5: 0.7842 acc/mean1: 0.5313 2022/08/10 19:13:51 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_r50_dense_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_8.pth is removed 2022/08/10 19:13:52 - mmengine - INFO - The best checkpoint with 0.5315 acc/top1 at 9 epoch is saved to best_acc/top1_epoch_9.pth. 2022/08/10 19:14:09 - mmengine - INFO - Epoch(train) [9][20/1879] lr: 2.0000e-02 eta: 14:44:47 time: 0.8267 data_time: 0.2036 memory: 14838 grad_norm: 3.7606 top1_acc: 0.6875 top5_acc: 0.6875 loss_cls: 2.1717 loss: 2.1717 2022/08/10 19:14:20 - mmengine - INFO - Epoch(train) [9][40/1879] lr: 2.0000e-02 eta: 14:44:24 time: 0.5751 data_time: 0.0195 memory: 13712 grad_norm: 3.8123 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2600 loss: 2.2600 2022/08/10 19:14:32 - mmengine - INFO - Epoch(train) [9][60/1879] lr: 2.0000e-02 eta: 14:44:00 time: 0.5758 data_time: 0.0164 memory: 13712 grad_norm: 3.8199 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.2981 loss: 2.2981 2022/08/10 19:14:43 - mmengine - INFO - Epoch(train) [9][80/1879] lr: 2.0000e-02 eta: 14:43:37 time: 0.5753 data_time: 0.0233 memory: 13712 grad_norm: 3.8273 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.4097 loss: 2.4097 2022/08/10 19:14:55 - mmengine - INFO - Epoch(train) [9][100/1879] lr: 2.0000e-02 eta: 14:43:13 time: 0.5744 data_time: 0.0176 memory: 13712 grad_norm: 3.8743 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.1277 loss: 2.1277 2022/08/10 19:15:06 - mmengine - INFO - Epoch(train) [9][120/1879] lr: 2.0000e-02 eta: 14:42:48 time: 0.5673 data_time: 0.0206 memory: 13712 grad_norm: 3.7737 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.3454 loss: 2.3454 2022/08/10 19:15:20 - mmengine - INFO - Epoch(train) [9][140/1879] lr: 2.0000e-02 eta: 14:42:35 time: 0.6732 data_time: 0.0869 memory: 13712 grad_norm: 3.7330 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.0043 loss: 2.0043 2022/08/10 19:15:31 - mmengine - INFO - Epoch(train) [9][160/1879] lr: 2.0000e-02 eta: 14:42:12 time: 0.5741 data_time: 0.0163 memory: 13712 grad_norm: 3.7414 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 2.2526 loss: 2.2526 2022/08/10 19:15:43 - mmengine - INFO - Epoch(train) [9][180/1879] lr: 2.0000e-02 eta: 14:41:47 time: 0.5680 data_time: 0.0171 memory: 13712 grad_norm: 3.7887 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3181 loss: 2.3181 2022/08/10 19:15:54 - mmengine - INFO - Epoch(train) [9][200/1879] lr: 2.0000e-02 eta: 14:41:24 time: 0.5790 data_time: 0.0253 memory: 13712 grad_norm: 3.8217 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2078 loss: 2.2078 2022/08/10 19:16:06 - mmengine - INFO - Epoch(train) [9][220/1879] lr: 2.0000e-02 eta: 14:41:00 time: 0.5702 data_time: 0.0175 memory: 13712 grad_norm: 3.7957 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.1040 loss: 2.1040 2022/08/10 19:16:17 - mmengine - INFO - Epoch(train) [9][240/1879] lr: 2.0000e-02 eta: 14:40:36 time: 0.5703 data_time: 0.0186 memory: 13712 grad_norm: 3.7560 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1080 loss: 2.1080 2022/08/10 19:16:28 - mmengine - INFO - Epoch(train) [9][260/1879] lr: 2.0000e-02 eta: 14:40:12 time: 0.5675 data_time: 0.0165 memory: 13712 grad_norm: 3.8170 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.4627 loss: 2.4627 2022/08/10 19:16:40 - mmengine - INFO - Epoch(train) [9][280/1879] lr: 2.0000e-02 eta: 14:39:49 time: 0.5704 data_time: 0.0190 memory: 13712 grad_norm: 3.6999 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 1.9579 loss: 1.9579 2022/08/10 19:16:51 - mmengine - INFO - Epoch(train) [9][300/1879] lr: 2.0000e-02 eta: 14:39:25 time: 0.5723 data_time: 0.0163 memory: 13712 grad_norm: 3.8284 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.2577 loss: 2.2577 2022/08/10 19:17:03 - mmengine - INFO - Epoch(train) [9][320/1879] lr: 2.0000e-02 eta: 14:39:02 time: 0.5798 data_time: 0.0207 memory: 13712 grad_norm: 3.9177 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.1462 loss: 2.1462 2022/08/10 19:17:14 - mmengine - INFO - Epoch(train) [9][340/1879] lr: 2.0000e-02 eta: 14:38:38 time: 0.5702 data_time: 0.0170 memory: 13712 grad_norm: 3.7534 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.2738 loss: 2.2738 2022/08/10 19:17:26 - mmengine - INFO - Epoch(train) [9][360/1879] lr: 2.0000e-02 eta: 14:38:15 time: 0.5744 data_time: 0.0182 memory: 13712 grad_norm: 3.8251 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9485 loss: 1.9485 2022/08/10 19:17:37 - mmengine - INFO - Epoch(train) [9][380/1879] lr: 2.0000e-02 eta: 14:37:52 time: 0.5741 data_time: 0.0169 memory: 13712 grad_norm: 3.8434 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.2419 loss: 2.2419 2022/08/10 19:17:49 - mmengine - INFO - Epoch(train) [9][400/1879] lr: 2.0000e-02 eta: 14:37:29 time: 0.5775 data_time: 0.0180 memory: 13712 grad_norm: 3.7245 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.2634 loss: 2.2634 2022/08/10 19:18:00 - mmengine - INFO - Epoch(train) [9][420/1879] lr: 2.0000e-02 eta: 14:37:06 time: 0.5722 data_time: 0.0176 memory: 13712 grad_norm: 3.7748 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.3559 loss: 2.3559 2022/08/10 19:18:12 - mmengine - INFO - Epoch(train) [9][440/1879] lr: 2.0000e-02 eta: 14:36:42 time: 0.5732 data_time: 0.0197 memory: 13712 grad_norm: 3.7626 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3114 loss: 2.3114 2022/08/10 19:18:23 - mmengine - INFO - Epoch(train) [9][460/1879] lr: 2.0000e-02 eta: 14:36:19 time: 0.5678 data_time: 0.0167 memory: 13712 grad_norm: 3.6888 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1192 loss: 2.1192 2022/08/10 19:18:34 - mmengine - INFO - Epoch(train) [9][480/1879] lr: 2.0000e-02 eta: 14:35:55 time: 0.5704 data_time: 0.0191 memory: 13712 grad_norm: 3.8500 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.4299 loss: 2.4299 2022/08/10 19:18:46 - mmengine - INFO - Epoch(train) [9][500/1879] lr: 2.0000e-02 eta: 14:35:32 time: 0.5718 data_time: 0.0168 memory: 13712 grad_norm: 3.8266 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1402 loss: 2.1402 2022/08/10 19:18:57 - mmengine - INFO - Epoch(train) [9][520/1879] lr: 2.0000e-02 eta: 14:35:08 time: 0.5678 data_time: 0.0182 memory: 13712 grad_norm: 3.6957 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.2527 loss: 2.2527 2022/08/10 19:19:09 - mmengine - INFO - Epoch(train) [9][540/1879] lr: 2.0000e-02 eta: 14:34:45 time: 0.5713 data_time: 0.0192 memory: 13712 grad_norm: 3.7772 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.2985 loss: 2.2985 2022/08/10 19:19:20 - mmengine - INFO - Epoch(train) [9][560/1879] lr: 2.0000e-02 eta: 14:34:21 time: 0.5673 data_time: 0.0176 memory: 13712 grad_norm: 3.7347 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3648 loss: 2.3648 2022/08/10 19:19:31 - mmengine - INFO - Epoch(train) [9][580/1879] lr: 2.0000e-02 eta: 14:33:57 time: 0.5670 data_time: 0.0194 memory: 13712 grad_norm: 3.8721 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.2559 loss: 2.2559 2022/08/10 19:19:43 - mmengine - INFO - Epoch(train) [9][600/1879] lr: 2.0000e-02 eta: 14:33:34 time: 0.5680 data_time: 0.0182 memory: 13712 grad_norm: 3.9730 top1_acc: 0.3125 top5_acc: 0.8125 loss_cls: 2.4138 loss: 2.4138 2022/08/10 19:19:54 - mmengine - INFO - Epoch(train) [9][620/1879] lr: 2.0000e-02 eta: 14:33:11 time: 0.5749 data_time: 0.0178 memory: 13712 grad_norm: 3.8060 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.2007 loss: 2.2007 2022/08/10 19:20:06 - mmengine - INFO - Epoch(train) [9][640/1879] lr: 2.0000e-02 eta: 14:32:48 time: 0.5726 data_time: 0.0173 memory: 13712 grad_norm: 3.7593 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.2660 loss: 2.2660 2022/08/10 19:20:17 - mmengine - INFO - Epoch(train) [9][660/1879] lr: 2.0000e-02 eta: 14:32:27 time: 0.5914 data_time: 0.0356 memory: 13712 grad_norm: 3.7467 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9940 loss: 1.9940 2022/08/10 19:20:29 - mmengine - INFO - Epoch(train) [9][680/1879] lr: 2.0000e-02 eta: 14:32:05 time: 0.5824 data_time: 0.0190 memory: 13712 grad_norm: 3.8442 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 2.2741 loss: 2.2741 2022/08/10 19:20:41 - mmengine - INFO - Epoch(train) [9][700/1879] lr: 2.0000e-02 eta: 14:31:42 time: 0.5735 data_time: 0.0170 memory: 13712 grad_norm: 3.6477 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 2.2417 loss: 2.2417 2022/08/10 19:20:52 - mmengine - INFO - Epoch(train) [9][720/1879] lr: 2.0000e-02 eta: 14:31:20 time: 0.5834 data_time: 0.0190 memory: 13712 grad_norm: 3.7086 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.2300 loss: 2.2300 2022/08/10 19:21:04 - mmengine - INFO - Epoch(train) [9][740/1879] lr: 2.0000e-02 eta: 14:30:58 time: 0.5793 data_time: 0.0231 memory: 13712 grad_norm: 3.8943 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.2658 loss: 2.2658 2022/08/10 19:21:15 - mmengine - INFO - Epoch(train) [9][760/1879] lr: 2.0000e-02 eta: 14:30:36 time: 0.5787 data_time: 0.0183 memory: 13712 grad_norm: 3.8263 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.2726 loss: 2.2726 2022/08/10 19:21:27 - mmengine - INFO - Epoch(train) [9][780/1879] lr: 2.0000e-02 eta: 14:30:13 time: 0.5776 data_time: 0.0167 memory: 13712 grad_norm: 3.8643 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.4583 loss: 2.4583 2022/08/10 19:21:38 - mmengine - INFO - Epoch(train) [9][800/1879] lr: 2.0000e-02 eta: 14:29:51 time: 0.5756 data_time: 0.0210 memory: 13712 grad_norm: 3.8732 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.1796 loss: 2.1796 2022/08/10 19:21:50 - mmengine - INFO - Epoch(train) [9][820/1879] lr: 2.0000e-02 eta: 14:29:28 time: 0.5717 data_time: 0.0169 memory: 13712 grad_norm: 3.7796 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.1896 loss: 2.1896 2022/08/10 19:22:02 - mmengine - INFO - Epoch(train) [9][840/1879] lr: 2.0000e-02 eta: 14:29:07 time: 0.5920 data_time: 0.0404 memory: 13712 grad_norm: 3.7886 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.2007 loss: 2.2007 2022/08/10 19:22:13 - mmengine - INFO - Epoch(train) [9][860/1879] lr: 2.0000e-02 eta: 14:28:44 time: 0.5717 data_time: 0.0151 memory: 13712 grad_norm: 3.8593 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.3569 loss: 2.3569 2022/08/10 19:22:25 - mmengine - INFO - Epoch(train) [9][880/1879] lr: 2.0000e-02 eta: 14:28:22 time: 0.5765 data_time: 0.0200 memory: 13712 grad_norm: 3.6648 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 2.3239 loss: 2.3239 2022/08/10 19:22:36 - mmengine - INFO - Epoch(train) [9][900/1879] lr: 2.0000e-02 eta: 14:27:59 time: 0.5714 data_time: 0.0148 memory: 13712 grad_norm: 3.8735 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.1990 loss: 2.1990 2022/08/10 19:22:48 - mmengine - INFO - Epoch(train) [9][920/1879] lr: 2.0000e-02 eta: 14:27:39 time: 0.5967 data_time: 0.0197 memory: 13712 grad_norm: 3.7539 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.3576 loss: 2.3576 2022/08/10 19:23:00 - mmengine - INFO - Epoch(train) [9][940/1879] lr: 2.0000e-02 eta: 14:27:17 time: 0.5745 data_time: 0.0168 memory: 13712 grad_norm: 3.7546 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.2324 loss: 2.2324 2022/08/10 19:23:11 - mmengine - INFO - Epoch(train) [9][960/1879] lr: 2.0000e-02 eta: 14:26:54 time: 0.5746 data_time: 0.0191 memory: 13712 grad_norm: 3.7059 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0847 loss: 2.0847 2022/08/10 19:23:16 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 19:23:22 - mmengine - INFO - Epoch(train) [9][980/1879] lr: 2.0000e-02 eta: 14:26:31 time: 0.5700 data_time: 0.0154 memory: 13712 grad_norm: 3.7353 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1160 loss: 2.1160 2022/08/10 19:23:35 - mmengine - INFO - Epoch(train) [9][1000/1879] lr: 2.0000e-02 eta: 14:26:12 time: 0.6071 data_time: 0.0242 memory: 13712 grad_norm: 3.8525 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.2406 loss: 2.2406 2022/08/10 19:23:46 - mmengine - INFO - Epoch(train) [9][1020/1879] lr: 2.0000e-02 eta: 14:25:50 time: 0.5713 data_time: 0.0182 memory: 13712 grad_norm: 3.7977 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.4176 loss: 2.4176 2022/08/10 19:23:58 - mmengine - INFO - Epoch(train) [9][1040/1879] lr: 2.0000e-02 eta: 14:25:27 time: 0.5765 data_time: 0.0166 memory: 13712 grad_norm: 3.8168 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1102 loss: 2.1102 2022/08/10 19:24:09 - mmengine - INFO - Epoch(train) [9][1060/1879] lr: 2.0000e-02 eta: 14:25:05 time: 0.5771 data_time: 0.0168 memory: 13712 grad_norm: 3.7289 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.3395 loss: 2.3395 2022/08/10 19:24:21 - mmengine - INFO - Epoch(train) [9][1080/1879] lr: 2.0000e-02 eta: 14:24:43 time: 0.5765 data_time: 0.0181 memory: 13712 grad_norm: 3.7284 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.1745 loss: 2.1745 2022/08/10 19:24:32 - mmengine - INFO - Epoch(train) [9][1100/1879] lr: 2.0000e-02 eta: 14:24:22 time: 0.5793 data_time: 0.0173 memory: 13712 grad_norm: 3.8015 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2164 loss: 2.2164 2022/08/10 19:24:44 - mmengine - INFO - Epoch(train) [9][1120/1879] lr: 2.0000e-02 eta: 14:24:00 time: 0.5757 data_time: 0.0167 memory: 13712 grad_norm: 3.8356 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.4202 loss: 2.4202 2022/08/10 19:24:55 - mmengine - INFO - Epoch(train) [9][1140/1879] lr: 2.0000e-02 eta: 14:23:38 time: 0.5758 data_time: 0.0248 memory: 13712 grad_norm: 3.8335 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2243 loss: 2.2243 2022/08/10 19:25:07 - mmengine - INFO - Epoch(train) [9][1160/1879] lr: 2.0000e-02 eta: 14:23:15 time: 0.5688 data_time: 0.0171 memory: 13712 grad_norm: 3.7426 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.4998 loss: 2.4998 2022/08/10 19:25:19 - mmengine - INFO - Epoch(train) [9][1180/1879] lr: 2.0000e-02 eta: 14:22:55 time: 0.6006 data_time: 0.0198 memory: 13712 grad_norm: 3.7115 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.4836 loss: 2.4836 2022/08/10 19:25:30 - mmengine - INFO - Epoch(train) [9][1200/1879] lr: 2.0000e-02 eta: 14:22:33 time: 0.5706 data_time: 0.0199 memory: 13712 grad_norm: 3.7182 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.4172 loss: 2.4172 2022/08/10 19:25:42 - mmengine - INFO - Epoch(train) [9][1220/1879] lr: 2.0000e-02 eta: 14:22:11 time: 0.5784 data_time: 0.0248 memory: 13712 grad_norm: 3.6667 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.2480 loss: 2.2480 2022/08/10 19:25:53 - mmengine - INFO - Epoch(train) [9][1240/1879] lr: 2.0000e-02 eta: 14:21:49 time: 0.5698 data_time: 0.0173 memory: 13712 grad_norm: 3.7644 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3332 loss: 2.3332 2022/08/10 19:26:04 - mmengine - INFO - Epoch(train) [9][1260/1879] lr: 2.0000e-02 eta: 14:21:26 time: 0.5660 data_time: 0.0176 memory: 13712 grad_norm: 3.7911 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.2993 loss: 2.2993 2022/08/10 19:26:16 - mmengine - INFO - Epoch(train) [9][1280/1879] lr: 2.0000e-02 eta: 14:21:04 time: 0.5727 data_time: 0.0191 memory: 13712 grad_norm: 3.7982 top1_acc: 0.3125 top5_acc: 0.8125 loss_cls: 2.4486 loss: 2.4486 2022/08/10 19:26:27 - mmengine - INFO - Epoch(train) [9][1300/1879] lr: 2.0000e-02 eta: 14:20:41 time: 0.5646 data_time: 0.0176 memory: 13712 grad_norm: 3.8825 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4909 loss: 2.4909 2022/08/10 19:26:38 - mmengine - INFO - Epoch(train) [9][1320/1879] lr: 2.0000e-02 eta: 14:20:18 time: 0.5673 data_time: 0.0192 memory: 13712 grad_norm: 3.6553 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.1696 loss: 2.1696 2022/08/10 19:26:50 - mmengine - INFO - Epoch(train) [9][1340/1879] lr: 2.0000e-02 eta: 14:19:56 time: 0.5701 data_time: 0.0180 memory: 13712 grad_norm: 3.7707 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5267 loss: 2.5267 2022/08/10 19:27:01 - mmengine - INFO - Epoch(train) [9][1360/1879] lr: 2.0000e-02 eta: 14:19:34 time: 0.5752 data_time: 0.0166 memory: 13712 grad_norm: 3.7579 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.5552 loss: 2.5552 2022/08/10 19:27:13 - mmengine - INFO - Epoch(train) [9][1380/1879] lr: 2.0000e-02 eta: 14:19:13 time: 0.5829 data_time: 0.0170 memory: 13712 grad_norm: 3.7750 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2101 loss: 2.2101 2022/08/10 19:27:25 - mmengine - INFO - Epoch(train) [9][1400/1879] lr: 2.0000e-02 eta: 14:18:51 time: 0.5756 data_time: 0.0174 memory: 13712 grad_norm: 3.7446 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1950 loss: 2.1950 2022/08/10 19:27:36 - mmengine - INFO - Epoch(train) [9][1420/1879] lr: 2.0000e-02 eta: 14:18:30 time: 0.5815 data_time: 0.0172 memory: 13712 grad_norm: 3.7194 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.1790 loss: 2.1790 2022/08/10 19:27:48 - mmengine - INFO - Epoch(train) [9][1440/1879] lr: 2.0000e-02 eta: 14:18:09 time: 0.5771 data_time: 0.0173 memory: 13712 grad_norm: 3.8356 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.2603 loss: 2.2603 2022/08/10 19:27:59 - mmengine - INFO - Epoch(train) [9][1460/1879] lr: 2.0000e-02 eta: 14:17:47 time: 0.5749 data_time: 0.0180 memory: 13712 grad_norm: 3.6903 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3511 loss: 2.3511 2022/08/10 19:28:11 - mmengine - INFO - Epoch(train) [9][1480/1879] lr: 2.0000e-02 eta: 14:17:26 time: 0.5866 data_time: 0.0191 memory: 13712 grad_norm: 3.7575 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.3113 loss: 2.3113 2022/08/10 19:28:22 - mmengine - INFO - Epoch(train) [9][1500/1879] lr: 2.0000e-02 eta: 14:17:04 time: 0.5690 data_time: 0.0177 memory: 13712 grad_norm: 3.6677 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.2139 loss: 2.2139 2022/08/10 19:28:34 - mmengine - INFO - Epoch(train) [9][1520/1879] lr: 2.0000e-02 eta: 14:16:42 time: 0.5694 data_time: 0.0197 memory: 13712 grad_norm: 3.7741 top1_acc: 0.1875 top5_acc: 0.6875 loss_cls: 2.3670 loss: 2.3670 2022/08/10 19:28:45 - mmengine - INFO - Epoch(train) [9][1540/1879] lr: 2.0000e-02 eta: 14:16:20 time: 0.5712 data_time: 0.0183 memory: 13712 grad_norm: 3.7606 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1366 loss: 2.1366 2022/08/10 19:28:57 - mmengine - INFO - Epoch(train) [9][1560/1879] lr: 2.0000e-02 eta: 14:15:58 time: 0.5700 data_time: 0.0191 memory: 13712 grad_norm: 3.7572 top1_acc: 0.3125 top5_acc: 0.8125 loss_cls: 2.4317 loss: 2.4317 2022/08/10 19:29:08 - mmengine - INFO - Epoch(train) [9][1580/1879] lr: 2.0000e-02 eta: 14:15:36 time: 0.5720 data_time: 0.0162 memory: 13712 grad_norm: 3.8506 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9987 loss: 1.9987 2022/08/10 19:29:19 - mmengine - INFO - Epoch(train) [9][1600/1879] lr: 2.0000e-02 eta: 14:15:14 time: 0.5662 data_time: 0.0183 memory: 13712 grad_norm: 3.8053 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 2.2109 loss: 2.2109 2022/08/10 19:29:31 - mmengine - INFO - Epoch(train) [9][1620/1879] lr: 2.0000e-02 eta: 14:14:52 time: 0.5680 data_time: 0.0172 memory: 13712 grad_norm: 3.7838 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.4829 loss: 2.4829 2022/08/10 19:29:42 - mmengine - INFO - Epoch(train) [9][1640/1879] lr: 2.0000e-02 eta: 14:14:30 time: 0.5730 data_time: 0.0171 memory: 13712 grad_norm: 3.7324 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 2.4957 loss: 2.4957 2022/08/10 19:29:54 - mmengine - INFO - Epoch(train) [9][1660/1879] lr: 2.0000e-02 eta: 14:14:08 time: 0.5717 data_time: 0.0191 memory: 13712 grad_norm: 3.6995 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.4564 loss: 2.4564 2022/08/10 19:30:05 - mmengine - INFO - Epoch(train) [9][1680/1879] lr: 2.0000e-02 eta: 14:13:47 time: 0.5755 data_time: 0.0173 memory: 13712 grad_norm: 3.8510 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.4977 loss: 2.4977 2022/08/10 19:30:17 - mmengine - INFO - Epoch(train) [9][1700/1879] lr: 2.0000e-02 eta: 14:13:25 time: 0.5700 data_time: 0.0177 memory: 13712 grad_norm: 3.8325 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.2995 loss: 2.2995 2022/08/10 19:30:28 - mmengine - INFO - Epoch(train) [9][1720/1879] lr: 2.0000e-02 eta: 14:13:05 time: 0.5928 data_time: 0.0188 memory: 13712 grad_norm: 3.7194 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1335 loss: 2.1335 2022/08/10 19:30:40 - mmengine - INFO - Epoch(train) [9][1740/1879] lr: 2.0000e-02 eta: 14:12:44 time: 0.5770 data_time: 0.0170 memory: 13712 grad_norm: 3.7562 top1_acc: 0.1875 top5_acc: 0.6875 loss_cls: 2.1159 loss: 2.1159 2022/08/10 19:30:51 - mmengine - INFO - Epoch(train) [9][1760/1879] lr: 2.0000e-02 eta: 14:12:22 time: 0.5714 data_time: 0.0169 memory: 13712 grad_norm: 3.7960 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.4054 loss: 2.4054 2022/08/10 19:31:03 - mmengine - INFO - Epoch(train) [9][1780/1879] lr: 2.0000e-02 eta: 14:12:01 time: 0.5799 data_time: 0.0169 memory: 13712 grad_norm: 3.7097 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.3428 loss: 2.3428 2022/08/10 19:31:15 - mmengine - INFO - Epoch(train) [9][1800/1879] lr: 2.0000e-02 eta: 14:11:41 time: 0.5855 data_time: 0.0182 memory: 13712 grad_norm: 3.7090 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.2063 loss: 2.2063 2022/08/10 19:31:26 - mmengine - INFO - Epoch(train) [9][1820/1879] lr: 2.0000e-02 eta: 14:11:20 time: 0.5776 data_time: 0.0248 memory: 13712 grad_norm: 3.8267 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.2631 loss: 2.2631 2022/08/10 19:31:38 - mmengine - INFO - Epoch(train) [9][1840/1879] lr: 2.0000e-02 eta: 14:10:58 time: 0.5707 data_time: 0.0173 memory: 13712 grad_norm: 3.7067 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.2740 loss: 2.2740 2022/08/10 19:31:49 - mmengine - INFO - Epoch(train) [9][1860/1879] lr: 2.0000e-02 eta: 14:10:37 time: 0.5681 data_time: 0.0183 memory: 13712 grad_norm: 3.7168 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2674 loss: 2.2674 2022/08/10 19:31:59 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 19:32:00 - mmengine - INFO - Epoch(train) [9][1879/1879] lr: 2.0000e-02 eta: 14:10:37 time: 0.5489 data_time: 0.0157 memory: 13712 grad_norm: 3.9034 top1_acc: 0.4286 top5_acc: 0.5714 loss_cls: 2.4004 loss: 2.4004 2022/08/10 19:32:00 - mmengine - INFO - Saving checkpoint at 9 epochs 2022/08/10 19:33:20 - mmengine - INFO - Epoch(val) [9][20/155] eta: 0:08:49 time: 3.9201 data_time: 2.5411 memory: 14838 2022/08/10 19:34:19 - mmengine - INFO - Epoch(val) [9][40/155] eta: 0:05:35 time: 2.9199 data_time: 1.5430 memory: 14838 2022/08/10 19:35:38 - mmengine - INFO - Epoch(val) [9][60/155] eta: 0:06:16 time: 3.9676 data_time: 2.6018 memory: 14838 2022/08/10 19:36:34 - mmengine - INFO - Epoch(val) [9][80/155] eta: 0:03:29 time: 2.7972 data_time: 1.4182 memory: 14838 2022/08/10 19:37:48 - mmengine - INFO - Epoch(val) [9][100/155] eta: 0:03:23 time: 3.7012 data_time: 2.3256 memory: 14838 2022/08/10 19:38:43 - mmengine - INFO - Epoch(val) [9][120/155] eta: 0:01:36 time: 2.7695 data_time: 1.3906 memory: 14838 2022/08/10 19:39:56 - mmengine - INFO - Epoch(val) [9][140/155] eta: 0:00:54 time: 3.6334 data_time: 2.2576 memory: 14838 2022/08/10 19:40:30 - mmengine - INFO - Epoch(val) [9][155/155] acc/top1: 0.5681 acc/top5: 0.8128 acc/mean1: 0.5680 2022/08/10 19:40:30 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_r50_dense_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_9.pth is removed 2022/08/10 19:40:31 - mmengine - INFO - The best checkpoint with 0.5681 acc/top1 at 10 epoch is saved to best_acc/top1_epoch_10.pth. 2022/08/10 19:40:48 - mmengine - INFO - Epoch(train) [10][20/1879] lr: 2.0000e-02 eta: 14:09:32 time: 0.8609 data_time: 0.1641 memory: 14838 grad_norm: 3.6774 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2929 loss: 2.2929 2022/08/10 19:40:59 - mmengine - INFO - Epoch(train) [10][40/1879] lr: 2.0000e-02 eta: 14:09:10 time: 0.5670 data_time: 0.0174 memory: 13712 grad_norm: 3.7203 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.3268 loss: 2.3268 2022/08/10 19:41:11 - mmengine - INFO - Epoch(train) [10][60/1879] lr: 2.0000e-02 eta: 14:08:48 time: 0.5687 data_time: 0.0176 memory: 13712 grad_norm: 3.7012 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2745 loss: 2.2745 2022/08/10 19:41:22 - mmengine - INFO - Epoch(train) [10][80/1879] lr: 2.0000e-02 eta: 14:08:27 time: 0.5721 data_time: 0.0195 memory: 13712 grad_norm: 3.7362 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2183 loss: 2.2183 2022/08/10 19:41:27 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 19:41:34 - mmengine - INFO - Epoch(train) [10][100/1879] lr: 2.0000e-02 eta: 14:08:06 time: 0.5748 data_time: 0.0157 memory: 13712 grad_norm: 3.7672 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1999 loss: 2.1999 2022/08/10 19:41:45 - mmengine - INFO - Epoch(train) [10][120/1879] lr: 2.0000e-02 eta: 14:07:45 time: 0.5767 data_time: 0.0182 memory: 13712 grad_norm: 3.7388 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.0614 loss: 2.0614 2022/08/10 19:41:57 - mmengine - INFO - Epoch(train) [10][140/1879] lr: 2.0000e-02 eta: 14:07:24 time: 0.5826 data_time: 0.0190 memory: 13712 grad_norm: 3.8398 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.2431 loss: 2.2431 2022/08/10 19:42:09 - mmengine - INFO - Epoch(train) [10][160/1879] lr: 2.0000e-02 eta: 14:07:06 time: 0.6005 data_time: 0.0170 memory: 13712 grad_norm: 3.8087 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.3758 loss: 2.3758 2022/08/10 19:42:20 - mmengine - INFO - Epoch(train) [10][180/1879] lr: 2.0000e-02 eta: 14:06:45 time: 0.5812 data_time: 0.0180 memory: 13712 grad_norm: 3.6928 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.2371 loss: 2.2371 2022/08/10 19:42:32 - mmengine - INFO - Epoch(train) [10][200/1879] lr: 2.0000e-02 eta: 14:06:26 time: 0.5932 data_time: 0.0172 memory: 13712 grad_norm: 3.8416 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2387 loss: 2.2387 2022/08/10 19:42:44 - mmengine - INFO - Epoch(train) [10][220/1879] lr: 2.0000e-02 eta: 14:06:05 time: 0.5763 data_time: 0.0183 memory: 13712 grad_norm: 3.7239 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.1119 loss: 2.1119 2022/08/10 19:42:59 - mmengine - INFO - Epoch(train) [10][240/1879] lr: 2.0000e-02 eta: 14:05:59 time: 0.7355 data_time: 0.0170 memory: 13712 grad_norm: 3.8150 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.3793 loss: 2.3793 2022/08/10 19:43:10 - mmengine - INFO - Epoch(train) [10][260/1879] lr: 2.0000e-02 eta: 14:05:38 time: 0.5776 data_time: 0.0193 memory: 13712 grad_norm: 3.7573 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3219 loss: 2.3219 2022/08/10 19:43:22 - mmengine - INFO - Epoch(train) [10][280/1879] lr: 2.0000e-02 eta: 14:05:18 time: 0.5801 data_time: 0.0182 memory: 13712 grad_norm: 3.7767 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2720 loss: 2.2720 2022/08/10 19:43:34 - mmengine - INFO - Epoch(train) [10][300/1879] lr: 2.0000e-02 eta: 14:05:02 time: 0.6312 data_time: 0.0184 memory: 13712 grad_norm: 3.7664 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.2448 loss: 2.2448 2022/08/10 19:43:47 - mmengine - INFO - Epoch(train) [10][320/1879] lr: 2.0000e-02 eta: 14:04:44 time: 0.6110 data_time: 0.0179 memory: 13712 grad_norm: 3.8099 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2231 loss: 2.2231 2022/08/10 19:43:58 - mmengine - INFO - Epoch(train) [10][340/1879] lr: 2.0000e-02 eta: 14:04:23 time: 0.5781 data_time: 0.0171 memory: 13712 grad_norm: 3.7811 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.2074 loss: 2.2074 2022/08/10 19:44:12 - mmengine - INFO - Epoch(train) [10][360/1879] lr: 2.0000e-02 eta: 14:04:11 time: 0.6708 data_time: 0.0185 memory: 13712 grad_norm: 3.6846 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.3142 loss: 2.3142 2022/08/10 19:44:26 - mmengine - INFO - Epoch(train) [10][380/1879] lr: 2.0000e-02 eta: 14:04:05 time: 0.7364 data_time: 0.0181 memory: 13712 grad_norm: 3.8158 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.0867 loss: 2.0867 2022/08/10 19:44:38 - mmengine - INFO - Epoch(train) [10][400/1879] lr: 2.0000e-02 eta: 14:03:45 time: 0.5821 data_time: 0.0171 memory: 13712 grad_norm: 3.6569 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1811 loss: 2.1811 2022/08/10 19:44:50 - mmengine - INFO - Epoch(train) [10][420/1879] lr: 2.0000e-02 eta: 14:03:27 time: 0.6100 data_time: 0.0180 memory: 13712 grad_norm: 3.7588 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.3436 loss: 2.3436 2022/08/10 19:45:05 - mmengine - INFO - Epoch(train) [10][440/1879] lr: 2.0000e-02 eta: 14:03:20 time: 0.7297 data_time: 0.0174 memory: 13712 grad_norm: 3.7022 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 2.2992 loss: 2.2992 2022/08/10 19:45:18 - mmengine - INFO - Epoch(train) [10][460/1879] lr: 2.0000e-02 eta: 14:03:09 time: 0.6837 data_time: 0.0330 memory: 13712 grad_norm: 3.7040 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.5181 loss: 2.5181 2022/08/10 19:45:32 - mmengine - INFO - Epoch(train) [10][480/1879] lr: 2.0000e-02 eta: 14:02:57 time: 0.6821 data_time: 0.0175 memory: 13712 grad_norm: 3.7021 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2748 loss: 2.2748 2022/08/10 19:45:44 - mmengine - INFO - Epoch(train) [10][500/1879] lr: 2.0000e-02 eta: 14:02:37 time: 0.5768 data_time: 0.0181 memory: 13712 grad_norm: 3.8034 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.3497 loss: 2.3497 2022/08/10 19:45:57 - mmengine - INFO - Epoch(train) [10][520/1879] lr: 2.0000e-02 eta: 14:02:24 time: 0.6664 data_time: 0.0168 memory: 13712 grad_norm: 3.7788 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 2.2013 loss: 2.2013 2022/08/10 19:46:08 - mmengine - INFO - Epoch(train) [10][540/1879] lr: 2.0000e-02 eta: 14:02:03 time: 0.5778 data_time: 0.0196 memory: 13712 grad_norm: 3.8056 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1925 loss: 2.1925 2022/08/10 19:46:20 - mmengine - INFO - Epoch(train) [10][560/1879] lr: 2.0000e-02 eta: 14:01:43 time: 0.5764 data_time: 0.0168 memory: 13712 grad_norm: 3.7674 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.0883 loss: 2.0883 2022/08/10 19:46:32 - mmengine - INFO - Epoch(train) [10][580/1879] lr: 2.0000e-02 eta: 14:01:23 time: 0.5872 data_time: 0.0251 memory: 13712 grad_norm: 3.6850 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 2.1785 loss: 2.1785 2022/08/10 19:46:45 - mmengine - INFO - Epoch(train) [10][600/1879] lr: 2.0000e-02 eta: 14:01:09 time: 0.6518 data_time: 0.0185 memory: 13712 grad_norm: 3.7962 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.1893 loss: 2.1893 2022/08/10 19:46:56 - mmengine - INFO - Epoch(train) [10][620/1879] lr: 2.0000e-02 eta: 14:00:50 time: 0.5840 data_time: 0.0167 memory: 13712 grad_norm: 3.7253 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.2720 loss: 2.2720 2022/08/10 19:47:11 - mmengine - INFO - Epoch(train) [10][640/1879] lr: 2.0000e-02 eta: 14:00:42 time: 0.7270 data_time: 0.0164 memory: 13712 grad_norm: 3.6942 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.3122 loss: 2.3122 2022/08/10 19:47:23 - mmengine - INFO - Epoch(train) [10][660/1879] lr: 2.0000e-02 eta: 14:00:24 time: 0.6034 data_time: 0.0181 memory: 13712 grad_norm: 3.6853 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0962 loss: 2.0962 2022/08/10 19:47:35 - mmengine - INFO - Epoch(train) [10][680/1879] lr: 2.0000e-02 eta: 14:00:04 time: 0.5791 data_time: 0.0163 memory: 13712 grad_norm: 3.7607 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.2074 loss: 2.2074 2022/08/10 19:47:47 - mmengine - INFO - Epoch(train) [10][700/1879] lr: 2.0000e-02 eta: 13:59:45 time: 0.5926 data_time: 0.0181 memory: 13712 grad_norm: 3.7537 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.1843 loss: 2.1843 2022/08/10 19:48:04 - mmengine - INFO - Epoch(train) [10][720/1879] lr: 2.0000e-02 eta: 13:59:49 time: 0.8570 data_time: 0.0174 memory: 13712 grad_norm: 3.7479 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.3062 loss: 2.3062 2022/08/10 19:48:18 - mmengine - INFO - Epoch(train) [10][740/1879] lr: 2.0000e-02 eta: 13:59:42 time: 0.7384 data_time: 0.0200 memory: 13712 grad_norm: 3.7547 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.2789 loss: 2.2789 2022/08/10 19:48:33 - mmengine - INFO - Epoch(train) [10][760/1879] lr: 2.0000e-02 eta: 13:59:33 time: 0.7054 data_time: 0.0154 memory: 13712 grad_norm: 3.7587 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.2205 loss: 2.2205 2022/08/10 19:48:44 - mmengine - INFO - Epoch(train) [10][780/1879] lr: 2.0000e-02 eta: 13:59:13 time: 0.5812 data_time: 0.0163 memory: 13712 grad_norm: 3.6947 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.1725 loss: 2.1725 2022/08/10 19:48:58 - mmengine - INFO - Epoch(train) [10][800/1879] lr: 2.0000e-02 eta: 13:59:01 time: 0.6760 data_time: 0.0192 memory: 13712 grad_norm: 3.7026 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.9475 loss: 1.9475 2022/08/10 19:49:11 - mmengine - INFO - Epoch(train) [10][820/1879] lr: 2.0000e-02 eta: 13:58:46 time: 0.6409 data_time: 0.0173 memory: 13712 grad_norm: 3.7316 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.1927 loss: 2.1927 2022/08/10 19:49:22 - mmengine - INFO - Epoch(train) [10][840/1879] lr: 2.0000e-02 eta: 13:58:25 time: 0.5693 data_time: 0.0168 memory: 13712 grad_norm: 3.7087 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.0832 loss: 2.0832 2022/08/10 19:49:34 - mmengine - INFO - Epoch(train) [10][860/1879] lr: 2.0000e-02 eta: 13:58:05 time: 0.5866 data_time: 0.0259 memory: 13712 grad_norm: 3.8172 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.0879 loss: 2.0879 2022/08/10 19:49:45 - mmengine - INFO - Epoch(train) [10][880/1879] lr: 2.0000e-02 eta: 13:57:45 time: 0.5779 data_time: 0.0160 memory: 13712 grad_norm: 3.8271 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.2210 loss: 2.2210 2022/08/10 19:49:57 - mmengine - INFO - Epoch(train) [10][900/1879] lr: 2.0000e-02 eta: 13:57:25 time: 0.5806 data_time: 0.0173 memory: 13712 grad_norm: 3.7109 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.5035 loss: 2.5035 2022/08/10 19:50:15 - mmengine - INFO - Epoch(train) [10][920/1879] lr: 2.0000e-02 eta: 13:57:34 time: 0.9136 data_time: 0.0165 memory: 13712 grad_norm: 3.7961 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4694 loss: 2.4694 2022/08/10 19:50:27 - mmengine - INFO - Epoch(train) [10][940/1879] lr: 2.0000e-02 eta: 13:57:14 time: 0.5811 data_time: 0.0179 memory: 13712 grad_norm: 3.7639 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.0126 loss: 2.0126 2022/08/10 19:50:38 - mmengine - INFO - Epoch(train) [10][960/1879] lr: 2.0000e-02 eta: 13:56:54 time: 0.5849 data_time: 0.0173 memory: 13712 grad_norm: 3.7513 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.1264 loss: 2.1264 2022/08/10 19:50:51 - mmengine - INFO - Epoch(train) [10][980/1879] lr: 2.0000e-02 eta: 13:56:38 time: 0.6263 data_time: 0.0169 memory: 13712 grad_norm: 3.7426 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.0044 loss: 2.0044 2022/08/10 19:51:07 - mmengine - INFO - Epoch(train) [10][1000/1879] lr: 2.0000e-02 eta: 13:56:37 time: 0.8034 data_time: 0.0166 memory: 13712 grad_norm: 3.9264 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.2695 loss: 2.2695 2022/08/10 19:51:20 - mmengine - INFO - Epoch(train) [10][1020/1879] lr: 2.0000e-02 eta: 13:56:23 time: 0.6497 data_time: 0.0187 memory: 13712 grad_norm: 3.9177 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2399 loss: 2.2399 2022/08/10 19:51:36 - mmengine - INFO - Epoch(train) [10][1040/1879] lr: 2.0000e-02 eta: 13:56:23 time: 0.8171 data_time: 0.0162 memory: 13712 grad_norm: 3.8854 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2223 loss: 2.2223 2022/08/10 19:51:50 - mmengine - INFO - Epoch(train) [10][1060/1879] lr: 2.0000e-02 eta: 13:56:11 time: 0.6708 data_time: 0.0176 memory: 13712 grad_norm: 3.7288 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.3829 loss: 2.3829 2022/08/10 19:52:10 - mmengine - INFO - Epoch(train) [10][1080/1879] lr: 2.0000e-02 eta: 13:56:27 time: 1.0048 data_time: 0.0496 memory: 13712 grad_norm: 3.7651 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3105 loss: 2.3105 2022/08/10 19:52:18 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 19:52:24 - mmengine - INFO - Epoch(train) [10][1100/1879] lr: 2.0000e-02 eta: 13:56:17 time: 0.7043 data_time: 0.0193 memory: 13712 grad_norm: 3.7688 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0892 loss: 2.0892 2022/08/10 19:52:36 - mmengine - INFO - Epoch(train) [10][1120/1879] lr: 2.0000e-02 eta: 13:55:58 time: 0.5859 data_time: 0.0164 memory: 13712 grad_norm: 3.7590 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.1041 loss: 2.1041 2022/08/10 19:52:48 - mmengine - INFO - Epoch(train) [10][1140/1879] lr: 2.0000e-02 eta: 13:55:40 time: 0.6093 data_time: 0.0165 memory: 13712 grad_norm: 3.8268 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.2882 loss: 2.2882 2022/08/10 19:53:01 - mmengine - INFO - Epoch(train) [10][1160/1879] lr: 2.0000e-02 eta: 13:55:27 time: 0.6666 data_time: 0.0173 memory: 13712 grad_norm: 3.8192 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.2529 loss: 2.2529 2022/08/10 19:53:13 - mmengine - INFO - Epoch(train) [10][1180/1879] lr: 2.0000e-02 eta: 13:55:09 time: 0.5968 data_time: 0.0166 memory: 13712 grad_norm: 3.7287 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.2159 loss: 2.2159 2022/08/10 19:53:29 - mmengine - INFO - Epoch(train) [10][1200/1879] lr: 2.0000e-02 eta: 13:55:07 time: 0.7928 data_time: 0.0163 memory: 13712 grad_norm: 3.6672 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1216 loss: 2.1216 2022/08/10 19:53:41 - mmengine - INFO - Epoch(train) [10][1220/1879] lr: 2.0000e-02 eta: 13:54:47 time: 0.5819 data_time: 0.0190 memory: 13712 grad_norm: 3.7946 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1987 loss: 2.1987 2022/08/10 19:53:54 - mmengine - INFO - Epoch(train) [10][1240/1879] lr: 2.0000e-02 eta: 13:54:36 time: 0.6881 data_time: 0.0164 memory: 13712 grad_norm: 3.6236 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1926 loss: 2.1926 2022/08/10 19:54:10 - mmengine - INFO - Epoch(train) [10][1260/1879] lr: 2.0000e-02 eta: 13:54:32 time: 0.7694 data_time: 0.0177 memory: 13712 grad_norm: 3.7302 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.3204 loss: 2.3204 2022/08/10 19:54:22 - mmengine - INFO - Epoch(train) [10][1280/1879] lr: 2.0000e-02 eta: 13:54:15 time: 0.6210 data_time: 0.0179 memory: 13712 grad_norm: 3.8270 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1619 loss: 2.1619 2022/08/10 19:54:34 - mmengine - INFO - Epoch(train) [10][1300/1879] lr: 2.0000e-02 eta: 13:53:55 time: 0.5813 data_time: 0.0172 memory: 13712 grad_norm: 3.7533 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.3237 loss: 2.3237 2022/08/10 19:54:51 - mmengine - INFO - Epoch(train) [10][1320/1879] lr: 2.0000e-02 eta: 13:53:59 time: 0.8577 data_time: 0.0176 memory: 13712 grad_norm: 3.7434 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.0937 loss: 2.0937 2022/08/10 19:55:04 - mmengine - INFO - Epoch(train) [10][1340/1879] lr: 2.0000e-02 eta: 13:53:46 time: 0.6712 data_time: 0.0195 memory: 13712 grad_norm: 3.9401 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 2.3342 loss: 2.3342 2022/08/10 19:55:25 - mmengine - INFO - Epoch(train) [10][1360/1879] lr: 2.0000e-02 eta: 13:54:02 time: 1.0105 data_time: 0.0531 memory: 13712 grad_norm: 3.7546 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.1230 loss: 2.1230 2022/08/10 19:55:37 - mmengine - INFO - Epoch(train) [10][1380/1879] lr: 2.0000e-02 eta: 13:53:46 time: 0.6305 data_time: 0.0182 memory: 13712 grad_norm: 3.7559 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0226 loss: 2.0226 2022/08/10 19:55:54 - mmengine - INFO - Epoch(train) [10][1400/1879] lr: 2.0000e-02 eta: 13:53:46 time: 0.8193 data_time: 0.0161 memory: 13712 grad_norm: 3.7700 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9608 loss: 1.9608 2022/08/10 19:56:14 - mmengine - INFO - Epoch(train) [10][1420/1879] lr: 2.0000e-02 eta: 13:54:02 time: 1.0162 data_time: 0.0172 memory: 13712 grad_norm: 3.7072 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 2.1742 loss: 2.1742 2022/08/10 19:56:26 - mmengine - INFO - Epoch(train) [10][1440/1879] lr: 2.0000e-02 eta: 13:53:45 time: 0.6129 data_time: 0.0174 memory: 13712 grad_norm: 3.7918 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1890 loss: 2.1890 2022/08/10 19:56:38 - mmengine - INFO - Epoch(train) [10][1460/1879] lr: 2.0000e-02 eta: 13:53:27 time: 0.6081 data_time: 0.0178 memory: 13712 grad_norm: 3.7161 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.1140 loss: 2.1140 2022/08/10 19:56:57 - mmengine - INFO - Epoch(train) [10][1480/1879] lr: 2.0000e-02 eta: 13:53:35 time: 0.9138 data_time: 0.0167 memory: 13712 grad_norm: 3.7470 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.3121 loss: 2.3121 2022/08/10 19:57:13 - mmengine - INFO - Epoch(train) [10][1500/1879] lr: 2.0000e-02 eta: 13:53:33 time: 0.8029 data_time: 0.0168 memory: 13712 grad_norm: 3.7616 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.2083 loss: 2.2083 2022/08/10 19:57:25 - mmengine - INFO - Epoch(train) [10][1520/1879] lr: 2.0000e-02 eta: 13:53:17 time: 0.6322 data_time: 0.0174 memory: 13712 grad_norm: 3.7118 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.1038 loss: 2.1038 2022/08/10 19:57:37 - mmengine - INFO - Epoch(train) [10][1540/1879] lr: 2.0000e-02 eta: 13:52:57 time: 0.5786 data_time: 0.0184 memory: 13712 grad_norm: 3.7314 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1066 loss: 2.1066 2022/08/10 19:57:52 - mmengine - INFO - Epoch(train) [10][1560/1879] lr: 2.0000e-02 eta: 13:52:50 time: 0.7360 data_time: 0.0173 memory: 13712 grad_norm: 3.9034 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.4235 loss: 2.4235 2022/08/10 19:58:05 - mmengine - INFO - Epoch(train) [10][1580/1879] lr: 2.0000e-02 eta: 13:52:39 time: 0.6875 data_time: 0.0164 memory: 13712 grad_norm: 3.6836 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.4231 loss: 2.4231 2022/08/10 19:58:17 - mmengine - INFO - Epoch(train) [10][1600/1879] lr: 2.0000e-02 eta: 13:52:19 time: 0.5843 data_time: 0.0183 memory: 13712 grad_norm: 3.7732 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.1228 loss: 2.1228 2022/08/10 19:58:29 - mmengine - INFO - Epoch(train) [10][1620/1879] lr: 2.0000e-02 eta: 13:52:02 time: 0.6158 data_time: 0.0177 memory: 13712 grad_norm: 3.7693 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.4360 loss: 2.4360 2022/08/10 19:58:44 - mmengine - INFO - Epoch(train) [10][1640/1879] lr: 2.0000e-02 eta: 13:51:56 time: 0.7467 data_time: 0.0168 memory: 13712 grad_norm: 3.6588 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0069 loss: 2.0069 2022/08/10 19:58:58 - mmengine - INFO - Epoch(train) [10][1660/1879] lr: 2.0000e-02 eta: 13:51:44 time: 0.6822 data_time: 0.0177 memory: 13712 grad_norm: 3.6653 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.0895 loss: 2.0895 2022/08/10 19:59:13 - mmengine - INFO - Epoch(train) [10][1680/1879] lr: 2.0000e-02 eta: 13:51:39 time: 0.7651 data_time: 0.0176 memory: 13712 grad_norm: 3.7480 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 2.3516 loss: 2.3516 2022/08/10 19:59:25 - mmengine - INFO - Epoch(train) [10][1700/1879] lr: 2.0000e-02 eta: 13:51:19 time: 0.5767 data_time: 0.0169 memory: 13712 grad_norm: 3.7085 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.2130 loss: 2.2130 2022/08/10 19:59:37 - mmengine - INFO - Epoch(train) [10][1720/1879] lr: 2.0000e-02 eta: 13:51:00 time: 0.5903 data_time: 0.0169 memory: 13712 grad_norm: 3.6936 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9612 loss: 1.9612 2022/08/10 19:59:50 - mmengine - INFO - Epoch(train) [10][1740/1879] lr: 2.0000e-02 eta: 13:50:48 time: 0.6737 data_time: 0.0184 memory: 13712 grad_norm: 3.7712 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2233 loss: 2.2233 2022/08/10 20:00:02 - mmengine - INFO - Epoch(train) [10][1760/1879] lr: 2.0000e-02 eta: 13:50:29 time: 0.5912 data_time: 0.0156 memory: 13712 grad_norm: 3.6485 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0247 loss: 2.0247 2022/08/10 20:00:18 - mmengine - INFO - Epoch(train) [10][1780/1879] lr: 2.0000e-02 eta: 13:50:29 time: 0.8247 data_time: 0.0186 memory: 13712 grad_norm: 3.8011 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.2020 loss: 2.2020 2022/08/10 20:00:30 - mmengine - INFO - Epoch(train) [10][1800/1879] lr: 2.0000e-02 eta: 13:50:09 time: 0.5846 data_time: 0.0178 memory: 13712 grad_norm: 3.6765 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 2.3704 loss: 2.3704 2022/08/10 20:00:43 - mmengine - INFO - Epoch(train) [10][1820/1879] lr: 2.0000e-02 eta: 13:49:53 time: 0.6199 data_time: 0.0259 memory: 13712 grad_norm: 3.7735 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.3743 loss: 2.3743 2022/08/10 20:00:57 - mmengine - INFO - Epoch(train) [10][1840/1879] lr: 2.0000e-02 eta: 13:49:44 time: 0.7125 data_time: 0.0181 memory: 13712 grad_norm: 3.6513 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 2.1428 loss: 2.1428 2022/08/10 20:01:10 - mmengine - INFO - Epoch(train) [10][1860/1879] lr: 2.0000e-02 eta: 13:49:30 time: 0.6540 data_time: 0.0173 memory: 13712 grad_norm: 3.6996 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.4065 loss: 2.4065 2022/08/10 20:01:23 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 20:01:23 - mmengine - INFO - Epoch(train) [10][1879/1879] lr: 2.0000e-02 eta: 13:49:30 time: 0.6797 data_time: 0.0169 memory: 13712 grad_norm: 3.7506 top1_acc: 0.2857 top5_acc: 0.5714 loss_cls: 2.2444 loss: 2.2444 2022/08/10 20:02:41 - mmengine - INFO - Epoch(val) [10][20/155] eta: 0:08:44 time: 3.8878 data_time: 2.5046 memory: 14838 2022/08/10 20:03:40 - mmengine - INFO - Epoch(val) [10][40/155] eta: 0:05:42 time: 2.9803 data_time: 1.5998 memory: 14838 2022/08/10 20:04:53 - mmengine - INFO - Epoch(val) [10][60/155] eta: 0:05:42 time: 3.6080 data_time: 2.2271 memory: 14838 2022/08/10 20:05:53 - mmengine - INFO - Epoch(val) [10][80/155] eta: 0:03:46 time: 3.0221 data_time: 1.6471 memory: 14838 2022/08/10 20:07:09 - mmengine - INFO - Epoch(val) [10][100/155] eta: 0:03:27 time: 3.7800 data_time: 2.4015 memory: 14838 2022/08/10 20:08:04 - mmengine - INFO - Epoch(val) [10][120/155] eta: 0:01:37 time: 2.7790 data_time: 1.3990 memory: 14838 2022/08/10 20:09:16 - mmengine - INFO - Epoch(val) [10][140/155] eta: 0:00:53 time: 3.5706 data_time: 2.1948 memory: 14838 2022/08/10 20:10:03 - mmengine - INFO - Epoch(val) [10][155/155] acc/top1: 0.5548 acc/top5: 0.8026 acc/mean1: 0.5547 2022/08/10 20:10:22 - mmengine - INFO - Epoch(train) [11][20/1879] lr: 2.0000e-02 eta: 13:48:33 time: 0.9026 data_time: 0.1706 memory: 14838 grad_norm: 3.6493 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 2.2744 loss: 2.2744 2022/08/10 20:10:33 - mmengine - INFO - Epoch(train) [11][40/1879] lr: 2.0000e-02 eta: 13:48:13 time: 0.5829 data_time: 0.0181 memory: 13712 grad_norm: 3.7503 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.2874 loss: 2.2874 2022/08/10 20:10:45 - mmengine - INFO - Epoch(train) [11][60/1879] lr: 2.0000e-02 eta: 13:47:53 time: 0.5732 data_time: 0.0184 memory: 13712 grad_norm: 3.7155 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.1492 loss: 2.1492 2022/08/10 20:10:56 - mmengine - INFO - Epoch(train) [11][80/1879] lr: 2.0000e-02 eta: 13:47:34 time: 0.5861 data_time: 0.0233 memory: 13712 grad_norm: 3.5728 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1167 loss: 2.1167 2022/08/10 20:11:09 - mmengine - INFO - Epoch(train) [11][100/1879] lr: 2.0000e-02 eta: 13:47:18 time: 0.6243 data_time: 0.0178 memory: 13712 grad_norm: 3.8302 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.2309 loss: 2.2309 2022/08/10 20:11:21 - mmengine - INFO - Epoch(train) [11][120/1879] lr: 2.0000e-02 eta: 13:47:01 time: 0.6188 data_time: 0.0170 memory: 13712 grad_norm: 3.7166 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.3460 loss: 2.3460 2022/08/10 20:11:33 - mmengine - INFO - Epoch(train) [11][140/1879] lr: 2.0000e-02 eta: 13:46:42 time: 0.5876 data_time: 0.0211 memory: 13712 grad_norm: 3.6933 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.3640 loss: 2.3640 2022/08/10 20:11:48 - mmengine - INFO - Epoch(train) [11][160/1879] lr: 2.0000e-02 eta: 13:46:34 time: 0.7245 data_time: 0.0173 memory: 13712 grad_norm: 3.8112 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.1510 loss: 2.1510 2022/08/10 20:11:59 - mmengine - INFO - Epoch(train) [11][180/1879] lr: 2.0000e-02 eta: 13:46:15 time: 0.5859 data_time: 0.0187 memory: 13712 grad_norm: 3.7530 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0748 loss: 2.0748 2022/08/10 20:12:13 - mmengine - INFO - Epoch(train) [11][200/1879] lr: 2.0000e-02 eta: 13:46:04 time: 0.6919 data_time: 0.0252 memory: 13712 grad_norm: 3.8629 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.3120 loss: 2.3120 2022/08/10 20:12:19 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 20:12:25 - mmengine - INFO - Epoch(train) [11][220/1879] lr: 2.0000e-02 eta: 13:45:45 time: 0.5848 data_time: 0.0186 memory: 13712 grad_norm: 3.7536 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.0000 loss: 2.0000 2022/08/10 20:12:42 - mmengine - INFO - Epoch(train) [11][240/1879] lr: 2.0000e-02 eta: 13:45:47 time: 0.8540 data_time: 0.0170 memory: 13712 grad_norm: 3.5982 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1491 loss: 2.1491 2022/08/10 20:12:53 - mmengine - INFO - Epoch(train) [11][260/1879] lr: 2.0000e-02 eta: 13:45:27 time: 0.5789 data_time: 0.0228 memory: 13712 grad_norm: 3.6603 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 2.0154 loss: 2.0154 2022/08/10 20:13:05 - mmengine - INFO - Epoch(train) [11][280/1879] lr: 2.0000e-02 eta: 13:45:07 time: 0.5780 data_time: 0.0168 memory: 13712 grad_norm: 3.7729 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.1628 loss: 2.1628 2022/08/10 20:13:17 - mmengine - INFO - Epoch(train) [11][300/1879] lr: 2.0000e-02 eta: 13:44:47 time: 0.5774 data_time: 0.0169 memory: 13712 grad_norm: 3.7808 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.1658 loss: 2.1658 2022/08/10 20:13:28 - mmengine - INFO - Epoch(train) [11][320/1879] lr: 2.0000e-02 eta: 13:44:27 time: 0.5745 data_time: 0.0172 memory: 13712 grad_norm: 3.6587 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.1831 loss: 2.1831 2022/08/10 20:13:40 - mmengine - INFO - Epoch(train) [11][340/1879] lr: 2.0000e-02 eta: 13:44:08 time: 0.5781 data_time: 0.0187 memory: 13712 grad_norm: 3.6606 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.1648 loss: 2.1648 2022/08/10 20:13:51 - mmengine - INFO - Epoch(train) [11][360/1879] lr: 2.0000e-02 eta: 13:43:47 time: 0.5724 data_time: 0.0178 memory: 13712 grad_norm: 3.7386 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3969 loss: 2.3969 2022/08/10 20:14:03 - mmengine - INFO - Epoch(train) [11][380/1879] lr: 2.0000e-02 eta: 13:43:28 time: 0.5811 data_time: 0.0170 memory: 13712 grad_norm: 3.7322 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.1464 loss: 2.1464 2022/08/10 20:14:14 - mmengine - INFO - Epoch(train) [11][400/1879] lr: 2.0000e-02 eta: 13:43:09 time: 0.5824 data_time: 0.0172 memory: 13712 grad_norm: 3.7353 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 2.0534 loss: 2.0534 2022/08/10 20:14:27 - mmengine - INFO - Epoch(train) [11][420/1879] lr: 2.0000e-02 eta: 13:42:54 time: 0.6381 data_time: 0.0166 memory: 13712 grad_norm: 3.6809 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.1531 loss: 2.1531 2022/08/10 20:14:39 - mmengine - INFO - Epoch(train) [11][440/1879] lr: 2.0000e-02 eta: 13:42:35 time: 0.5930 data_time: 0.0244 memory: 13712 grad_norm: 3.8661 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2575 loss: 2.2575 2022/08/10 20:14:51 - mmengine - INFO - Epoch(train) [11][460/1879] lr: 2.0000e-02 eta: 13:42:16 time: 0.5821 data_time: 0.0165 memory: 13712 grad_norm: 3.7516 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.2304 loss: 2.2304 2022/08/10 20:15:02 - mmengine - INFO - Epoch(train) [11][480/1879] lr: 2.0000e-02 eta: 13:41:57 time: 0.5813 data_time: 0.0172 memory: 13712 grad_norm: 3.7602 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1292 loss: 2.1292 2022/08/10 20:15:15 - mmengine - INFO - Epoch(train) [11][500/1879] lr: 2.0000e-02 eta: 13:41:41 time: 0.6234 data_time: 0.0178 memory: 13712 grad_norm: 3.8043 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2430 loss: 2.2430 2022/08/10 20:15:26 - mmengine - INFO - Epoch(train) [11][520/1879] lr: 2.0000e-02 eta: 13:41:21 time: 0.5845 data_time: 0.0182 memory: 13712 grad_norm: 3.7332 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.0251 loss: 2.0251 2022/08/10 20:15:42 - mmengine - INFO - Epoch(train) [11][540/1879] lr: 2.0000e-02 eta: 13:41:18 time: 0.7891 data_time: 0.0188 memory: 13712 grad_norm: 3.7655 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.0934 loss: 2.0934 2022/08/10 20:15:54 - mmengine - INFO - Epoch(train) [11][560/1879] lr: 2.0000e-02 eta: 13:41:00 time: 0.5937 data_time: 0.0177 memory: 13712 grad_norm: 3.7741 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.4283 loss: 2.4283 2022/08/10 20:16:06 - mmengine - INFO - Epoch(train) [11][580/1879] lr: 2.0000e-02 eta: 13:40:42 time: 0.6036 data_time: 0.0171 memory: 13712 grad_norm: 3.7343 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.0189 loss: 2.0189 2022/08/10 20:16:19 - mmengine - INFO - Epoch(train) [11][600/1879] lr: 2.0000e-02 eta: 13:40:30 time: 0.6666 data_time: 0.0187 memory: 13712 grad_norm: 3.6925 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.2879 loss: 2.2879 2022/08/10 20:16:31 - mmengine - INFO - Epoch(train) [11][620/1879] lr: 2.0000e-02 eta: 13:40:10 time: 0.5818 data_time: 0.0190 memory: 13712 grad_norm: 3.7207 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.3887 loss: 2.3887 2022/08/10 20:16:43 - mmengine - INFO - Epoch(train) [11][640/1879] lr: 2.0000e-02 eta: 13:39:51 time: 0.5869 data_time: 0.0156 memory: 13712 grad_norm: 3.6562 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1923 loss: 2.1923 2022/08/10 20:16:55 - mmengine - INFO - Epoch(train) [11][660/1879] lr: 2.0000e-02 eta: 13:39:33 time: 0.5848 data_time: 0.0200 memory: 13712 grad_norm: 3.7482 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2947 loss: 2.2947 2022/08/10 20:17:06 - mmengine - INFO - Epoch(train) [11][680/1879] lr: 2.0000e-02 eta: 13:39:14 time: 0.5898 data_time: 0.0221 memory: 13712 grad_norm: 3.7605 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2902 loss: 2.2902 2022/08/10 20:17:18 - mmengine - INFO - Epoch(train) [11][700/1879] lr: 2.0000e-02 eta: 13:38:55 time: 0.5908 data_time: 0.0196 memory: 13712 grad_norm: 3.7774 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.0139 loss: 2.0139 2022/08/10 20:17:30 - mmengine - INFO - Epoch(train) [11][720/1879] lr: 2.0000e-02 eta: 13:38:36 time: 0.5816 data_time: 0.0211 memory: 13712 grad_norm: 3.7850 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1289 loss: 2.1289 2022/08/10 20:17:41 - mmengine - INFO - Epoch(train) [11][740/1879] lr: 2.0000e-02 eta: 13:38:17 time: 0.5829 data_time: 0.0180 memory: 13712 grad_norm: 3.6980 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.0933 loss: 2.0933 2022/08/10 20:17:53 - mmengine - INFO - Epoch(train) [11][760/1879] lr: 2.0000e-02 eta: 13:37:59 time: 0.5906 data_time: 0.0275 memory: 13712 grad_norm: 3.7390 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.2529 loss: 2.2529 2022/08/10 20:18:05 - mmengine - INFO - Epoch(train) [11][780/1879] lr: 2.0000e-02 eta: 13:37:41 time: 0.6025 data_time: 0.0175 memory: 13712 grad_norm: 3.6984 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 2.3015 loss: 2.3015 2022/08/10 20:18:17 - mmengine - INFO - Epoch(train) [11][800/1879] lr: 2.0000e-02 eta: 13:37:22 time: 0.5863 data_time: 0.0180 memory: 13712 grad_norm: 3.7371 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.1482 loss: 2.1482 2022/08/10 20:18:29 - mmengine - INFO - Epoch(train) [11][820/1879] lr: 2.0000e-02 eta: 13:37:04 time: 0.5879 data_time: 0.0200 memory: 13712 grad_norm: 3.8067 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.2129 loss: 2.2129 2022/08/10 20:18:42 - mmengine - INFO - Epoch(train) [11][840/1879] lr: 2.0000e-02 eta: 13:36:51 time: 0.6670 data_time: 0.0159 memory: 13712 grad_norm: 3.7082 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.1504 loss: 2.1504 2022/08/10 20:18:57 - mmengine - INFO - Epoch(train) [11][860/1879] lr: 2.0000e-02 eta: 13:36:43 time: 0.7290 data_time: 0.0178 memory: 13712 grad_norm: 3.6649 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1649 loss: 2.1649 2022/08/10 20:19:08 - mmengine - INFO - Epoch(train) [11][880/1879] lr: 2.0000e-02 eta: 13:36:24 time: 0.5817 data_time: 0.0173 memory: 13712 grad_norm: 3.6865 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1948 loss: 2.1948 2022/08/10 20:19:20 - mmengine - INFO - Epoch(train) [11][900/1879] lr: 2.0000e-02 eta: 13:36:05 time: 0.5830 data_time: 0.0205 memory: 13712 grad_norm: 3.6911 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1041 loss: 2.1041 2022/08/10 20:19:32 - mmengine - INFO - Epoch(train) [11][920/1879] lr: 2.0000e-02 eta: 13:35:47 time: 0.5889 data_time: 0.0183 memory: 13712 grad_norm: 3.7495 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.1663 loss: 2.1663 2022/08/10 20:19:44 - mmengine - INFO - Epoch(train) [11][940/1879] lr: 2.0000e-02 eta: 13:35:29 time: 0.5923 data_time: 0.0210 memory: 13712 grad_norm: 3.7265 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.9656 loss: 1.9656 2022/08/10 20:19:57 - mmengine - INFO - Epoch(train) [11][960/1879] lr: 2.0000e-02 eta: 13:35:16 time: 0.6714 data_time: 0.0161 memory: 13712 grad_norm: 3.7272 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.2371 loss: 2.2371 2022/08/10 20:20:13 - mmengine - INFO - Epoch(train) [11][980/1879] lr: 2.0000e-02 eta: 13:35:14 time: 0.8095 data_time: 0.0172 memory: 13712 grad_norm: 3.7036 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.3010 loss: 2.3010 2022/08/10 20:20:25 - mmengine - INFO - Epoch(train) [11][1000/1879] lr: 2.0000e-02 eta: 13:34:55 time: 0.5802 data_time: 0.0178 memory: 13712 grad_norm: 3.6865 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.2272 loss: 2.2272 2022/08/10 20:20:37 - mmengine - INFO - Epoch(train) [11][1020/1879] lr: 2.0000e-02 eta: 13:34:36 time: 0.5836 data_time: 0.0169 memory: 13712 grad_norm: 3.7450 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.2268 loss: 2.2268 2022/08/10 20:20:48 - mmengine - INFO - Epoch(train) [11][1040/1879] lr: 2.0000e-02 eta: 13:34:18 time: 0.5839 data_time: 0.0185 memory: 13712 grad_norm: 3.7731 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.1296 loss: 2.1296 2022/08/10 20:21:00 - mmengine - INFO - Epoch(train) [11][1060/1879] lr: 2.0000e-02 eta: 13:33:58 time: 0.5792 data_time: 0.0197 memory: 13712 grad_norm: 3.6796 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.0108 loss: 2.0108 2022/08/10 20:21:11 - mmengine - INFO - Epoch(train) [11][1080/1879] lr: 2.0000e-02 eta: 13:33:39 time: 0.5771 data_time: 0.0180 memory: 13712 grad_norm: 3.7623 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2686 loss: 2.2686 2022/08/10 20:21:23 - mmengine - INFO - Epoch(train) [11][1100/1879] lr: 2.0000e-02 eta: 13:33:20 time: 0.5797 data_time: 0.0176 memory: 13712 grad_norm: 3.8549 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3620 loss: 2.3620 2022/08/10 20:21:35 - mmengine - INFO - Epoch(train) [11][1120/1879] lr: 2.0000e-02 eta: 13:33:01 time: 0.5756 data_time: 0.0180 memory: 13712 grad_norm: 3.6540 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.3378 loss: 2.3378 2022/08/10 20:21:46 - mmengine - INFO - Epoch(train) [11][1140/1879] lr: 2.0000e-02 eta: 13:32:41 time: 0.5742 data_time: 0.0170 memory: 13712 grad_norm: 3.7748 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.1475 loss: 2.1475 2022/08/10 20:21:58 - mmengine - INFO - Epoch(train) [11][1160/1879] lr: 2.0000e-02 eta: 13:32:22 time: 0.5836 data_time: 0.0254 memory: 13712 grad_norm: 3.7153 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.2697 loss: 2.2697 2022/08/10 20:22:10 - mmengine - INFO - Epoch(train) [11][1180/1879] lr: 2.0000e-02 eta: 13:32:05 time: 0.6063 data_time: 0.0183 memory: 13712 grad_norm: 3.6505 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0730 loss: 2.0730 2022/08/10 20:22:21 - mmengine - INFO - Epoch(train) [11][1200/1879] lr: 2.0000e-02 eta: 13:31:46 time: 0.5766 data_time: 0.0184 memory: 13712 grad_norm: 3.6486 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.2758 loss: 2.2758 2022/08/10 20:22:27 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 20:22:33 - mmengine - INFO - Epoch(train) [11][1220/1879] lr: 2.0000e-02 eta: 13:31:28 time: 0.5847 data_time: 0.0185 memory: 13712 grad_norm: 3.6883 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.0515 loss: 2.0515 2022/08/10 20:22:45 - mmengine - INFO - Epoch(train) [11][1240/1879] lr: 2.0000e-02 eta: 13:31:10 time: 0.5942 data_time: 0.0173 memory: 13712 grad_norm: 3.6844 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.1444 loss: 2.1444 2022/08/10 20:22:57 - mmengine - INFO - Epoch(train) [11][1260/1879] lr: 2.0000e-02 eta: 13:30:51 time: 0.5813 data_time: 0.0185 memory: 13712 grad_norm: 3.8276 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.2332 loss: 2.2332 2022/08/10 20:23:08 - mmengine - INFO - Epoch(train) [11][1280/1879] lr: 2.0000e-02 eta: 13:30:32 time: 0.5787 data_time: 0.0171 memory: 13712 grad_norm: 3.7091 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3757 loss: 2.3757 2022/08/10 20:23:20 - mmengine - INFO - Epoch(train) [11][1300/1879] lr: 2.0000e-02 eta: 13:30:14 time: 0.5990 data_time: 0.0171 memory: 13712 grad_norm: 3.7451 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.2319 loss: 2.2319 2022/08/10 20:23:32 - mmengine - INFO - Epoch(train) [11][1320/1879] lr: 2.0000e-02 eta: 13:29:56 time: 0.5852 data_time: 0.0177 memory: 13712 grad_norm: 3.6580 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3545 loss: 2.3545 2022/08/10 20:23:46 - mmengine - INFO - Epoch(train) [11][1340/1879] lr: 2.0000e-02 eta: 13:29:44 time: 0.6841 data_time: 0.0169 memory: 13712 grad_norm: 3.6744 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2332 loss: 2.2332 2022/08/10 20:23:57 - mmengine - INFO - Epoch(train) [11][1360/1879] lr: 2.0000e-02 eta: 13:29:27 time: 0.5976 data_time: 0.0181 memory: 13712 grad_norm: 3.7239 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3480 loss: 2.3480 2022/08/10 20:24:10 - mmengine - INFO - Epoch(train) [11][1380/1879] lr: 2.0000e-02 eta: 13:29:10 time: 0.6085 data_time: 0.0175 memory: 13712 grad_norm: 3.6997 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.1893 loss: 2.1893 2022/08/10 20:24:21 - mmengine - INFO - Epoch(train) [11][1400/1879] lr: 2.0000e-02 eta: 13:28:51 time: 0.5780 data_time: 0.0177 memory: 13712 grad_norm: 3.6361 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.2160 loss: 2.2160 2022/08/10 20:24:33 - mmengine - INFO - Epoch(train) [11][1420/1879] lr: 2.0000e-02 eta: 13:28:32 time: 0.5818 data_time: 0.0178 memory: 13712 grad_norm: 3.6077 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 2.2892 loss: 2.2892 2022/08/10 20:24:45 - mmengine - INFO - Epoch(train) [11][1440/1879] lr: 2.0000e-02 eta: 13:28:15 time: 0.6060 data_time: 0.0176 memory: 13712 grad_norm: 3.7337 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.2712 loss: 2.2712 2022/08/10 20:24:57 - mmengine - INFO - Epoch(train) [11][1460/1879] lr: 2.0000e-02 eta: 13:27:59 time: 0.6073 data_time: 0.0170 memory: 13712 grad_norm: 3.7255 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.2340 loss: 2.2340 2022/08/10 20:25:09 - mmengine - INFO - Epoch(train) [11][1480/1879] lr: 2.0000e-02 eta: 13:27:41 time: 0.5962 data_time: 0.0169 memory: 13712 grad_norm: 3.6801 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.1802 loss: 2.1802 2022/08/10 20:25:21 - mmengine - INFO - Epoch(train) [11][1500/1879] lr: 2.0000e-02 eta: 13:27:22 time: 0.5835 data_time: 0.0221 memory: 13712 grad_norm: 3.7017 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9331 loss: 1.9331 2022/08/10 20:25:32 - mmengine - INFO - Epoch(train) [11][1520/1879] lr: 2.0000e-02 eta: 13:27:03 time: 0.5789 data_time: 0.0180 memory: 13712 grad_norm: 3.7993 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 2.3215 loss: 2.3215 2022/08/10 20:25:44 - mmengine - INFO - Epoch(train) [11][1540/1879] lr: 2.0000e-02 eta: 13:26:44 time: 0.5768 data_time: 0.0178 memory: 13712 grad_norm: 3.6849 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.2524 loss: 2.2524 2022/08/10 20:25:55 - mmengine - INFO - Epoch(train) [11][1560/1879] lr: 2.0000e-02 eta: 13:26:26 time: 0.5778 data_time: 0.0163 memory: 13712 grad_norm: 3.6978 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3058 loss: 2.3058 2022/08/10 20:26:08 - mmengine - INFO - Epoch(train) [11][1580/1879] lr: 2.0000e-02 eta: 13:26:12 time: 0.6516 data_time: 0.0188 memory: 13712 grad_norm: 3.7826 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 2.1572 loss: 2.1572 2022/08/10 20:26:20 - mmengine - INFO - Epoch(train) [11][1600/1879] lr: 2.0000e-02 eta: 13:25:53 time: 0.5776 data_time: 0.0170 memory: 13712 grad_norm: 3.7057 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.3365 loss: 2.3365 2022/08/10 20:26:32 - mmengine - INFO - Epoch(train) [11][1620/1879] lr: 2.0000e-02 eta: 13:25:34 time: 0.5782 data_time: 0.0180 memory: 13712 grad_norm: 3.7030 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3016 loss: 2.3016 2022/08/10 20:26:43 - mmengine - INFO - Epoch(train) [11][1640/1879] lr: 2.0000e-02 eta: 13:25:17 time: 0.5936 data_time: 0.0168 memory: 13712 grad_norm: 3.7904 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.1638 loss: 2.1638 2022/08/10 20:26:57 - mmengine - INFO - Epoch(train) [11][1660/1879] lr: 2.0000e-02 eta: 13:25:06 time: 0.6874 data_time: 0.0178 memory: 13712 grad_norm: 3.7051 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.3803 loss: 2.3803 2022/08/10 20:27:09 - mmengine - INFO - Epoch(train) [11][1680/1879] lr: 2.0000e-02 eta: 13:24:47 time: 0.5888 data_time: 0.0166 memory: 13712 grad_norm: 3.7673 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.1933 loss: 2.1933 2022/08/10 20:27:22 - mmengine - INFO - Epoch(train) [11][1700/1879] lr: 2.0000e-02 eta: 13:24:34 time: 0.6467 data_time: 0.0176 memory: 13712 grad_norm: 3.6428 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2169 loss: 2.2169 2022/08/10 20:27:34 - mmengine - INFO - Epoch(train) [11][1720/1879] lr: 2.0000e-02 eta: 13:24:15 time: 0.5816 data_time: 0.0175 memory: 13712 grad_norm: 3.6823 top1_acc: 0.3125 top5_acc: 0.8125 loss_cls: 2.0689 loss: 2.0689 2022/08/10 20:27:46 - mmengine - INFO - Epoch(train) [11][1740/1879] lr: 2.0000e-02 eta: 13:24:01 time: 0.6432 data_time: 0.0178 memory: 13712 grad_norm: 3.7404 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1658 loss: 2.1658 2022/08/10 20:28:00 - mmengine - INFO - Epoch(train) [11][1760/1879] lr: 2.0000e-02 eta: 13:23:48 time: 0.6665 data_time: 0.0164 memory: 13712 grad_norm: 3.6649 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.2684 loss: 2.2684 2022/08/10 20:28:13 - mmengine - INFO - Epoch(train) [11][1780/1879] lr: 2.0000e-02 eta: 13:23:37 time: 0.6807 data_time: 0.0181 memory: 13712 grad_norm: 3.6492 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 2.3134 loss: 2.3134 2022/08/10 20:28:27 - mmengine - INFO - Epoch(train) [11][1800/1879] lr: 2.0000e-02 eta: 13:23:27 time: 0.6961 data_time: 0.0168 memory: 13712 grad_norm: 3.6853 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.2349 loss: 2.2349 2022/08/10 20:28:40 - mmengine - INFO - Epoch(train) [11][1820/1879] lr: 2.0000e-02 eta: 13:23:12 time: 0.6431 data_time: 0.0190 memory: 13712 grad_norm: 3.6481 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.1906 loss: 2.1906 2022/08/10 20:28:52 - mmengine - INFO - Epoch(train) [11][1840/1879] lr: 2.0000e-02 eta: 13:22:54 time: 0.5783 data_time: 0.0192 memory: 13712 grad_norm: 3.7744 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.1702 loss: 2.1702 2022/08/10 20:29:03 - mmengine - INFO - Epoch(train) [11][1860/1879] lr: 2.0000e-02 eta: 13:22:35 time: 0.5774 data_time: 0.0170 memory: 13712 grad_norm: 3.6612 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0797 loss: 2.0797 2022/08/10 20:29:14 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 20:29:14 - mmengine - INFO - Epoch(train) [11][1879/1879] lr: 2.0000e-02 eta: 13:22:35 time: 0.5625 data_time: 0.0169 memory: 13712 grad_norm: 3.7628 top1_acc: 0.4286 top5_acc: 0.5714 loss_cls: 2.0963 loss: 2.0963 2022/08/10 20:30:40 - mmengine - INFO - Epoch(val) [11][20/155] eta: 0:09:42 time: 4.3119 data_time: 2.9294 memory: 14838 2022/08/10 20:31:32 - mmengine - INFO - Epoch(val) [11][40/155] eta: 0:04:58 time: 2.5999 data_time: 1.2221 memory: 14838 2022/08/10 20:32:47 - mmengine - INFO - Epoch(val) [11][60/155] eta: 0:05:53 time: 3.7204 data_time: 2.3432 memory: 14838 2022/08/10 20:33:48 - mmengine - INFO - Epoch(val) [11][80/155] eta: 0:03:48 time: 3.0514 data_time: 1.6787 memory: 14838 2022/08/10 20:34:59 - mmengine - INFO - Epoch(val) [11][100/155] eta: 0:03:17 time: 3.5840 data_time: 2.2074 memory: 14838 2022/08/10 20:36:09 - mmengine - INFO - Epoch(val) [11][120/155] eta: 0:02:01 time: 3.4762 data_time: 2.1069 memory: 14838 2022/08/10 20:37:24 - mmengine - INFO - Epoch(val) [11][140/155] eta: 0:00:56 time: 3.7512 data_time: 2.3875 memory: 14838 2022/08/10 20:38:05 - mmengine - INFO - Epoch(val) [11][155/155] acc/top1: 0.5817 acc/top5: 0.8234 acc/mean1: 0.5814 2022/08/10 20:38:06 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_r50_dense_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_10.pth is removed 2022/08/10 20:38:07 - mmengine - INFO - The best checkpoint with 0.5817 acc/top1 at 12 epoch is saved to best_acc/top1_epoch_12.pth. 2022/08/10 20:38:26 - mmengine - INFO - Epoch(train) [12][20/1879] lr: 2.0000e-02 eta: 13:21:47 time: 0.9690 data_time: 0.1290 memory: 14838 grad_norm: 3.7376 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9832 loss: 1.9832 2022/08/10 20:38:40 - mmengine - INFO - Epoch(train) [12][40/1879] lr: 2.0000e-02 eta: 13:21:37 time: 0.7038 data_time: 0.1374 memory: 13712 grad_norm: 3.7445 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1645 loss: 2.1645 2022/08/10 20:38:52 - mmengine - INFO - Epoch(train) [12][60/1879] lr: 2.0000e-02 eta: 13:21:19 time: 0.5815 data_time: 0.0164 memory: 13712 grad_norm: 3.6818 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.1921 loss: 2.1921 2022/08/10 20:39:07 - mmengine - INFO - Epoch(train) [12][80/1879] lr: 2.0000e-02 eta: 13:21:12 time: 0.7423 data_time: 0.0179 memory: 13712 grad_norm: 3.7977 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0209 loss: 2.0209 2022/08/10 20:39:21 - mmengine - INFO - Epoch(train) [12][100/1879] lr: 2.0000e-02 eta: 13:21:04 time: 0.7365 data_time: 0.0186 memory: 13712 grad_norm: 3.6539 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 2.3024 loss: 2.3024 2022/08/10 20:39:36 - mmengine - INFO - Epoch(train) [12][120/1879] lr: 2.0000e-02 eta: 13:20:57 time: 0.7455 data_time: 0.0174 memory: 13712 grad_norm: 3.6470 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.0003 loss: 2.0003 2022/08/10 20:39:49 - mmengine - INFO - Epoch(train) [12][140/1879] lr: 2.0000e-02 eta: 13:20:42 time: 0.6266 data_time: 0.0180 memory: 13712 grad_norm: 3.7505 top1_acc: 0.3125 top5_acc: 0.3750 loss_cls: 2.0486 loss: 2.0486 2022/08/10 20:40:00 - mmengine - INFO - Epoch(train) [12][160/1879] lr: 2.0000e-02 eta: 13:20:23 time: 0.5762 data_time: 0.0185 memory: 13712 grad_norm: 3.7051 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 2.1876 loss: 2.1876 2022/08/10 20:40:12 - mmengine - INFO - Epoch(train) [12][180/1879] lr: 2.0000e-02 eta: 13:20:06 time: 0.5992 data_time: 0.0171 memory: 13712 grad_norm: 3.6806 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.1790 loss: 2.1790 2022/08/10 20:40:24 - mmengine - INFO - Epoch(train) [12][200/1879] lr: 2.0000e-02 eta: 13:19:49 time: 0.6036 data_time: 0.0405 memory: 13712 grad_norm: 3.6999 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.2942 loss: 2.2942 2022/08/10 20:40:36 - mmengine - INFO - Epoch(train) [12][220/1879] lr: 2.0000e-02 eta: 13:19:31 time: 0.5821 data_time: 0.0188 memory: 13712 grad_norm: 3.6499 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8834 loss: 1.8834 2022/08/10 20:40:48 - mmengine - INFO - Epoch(train) [12][240/1879] lr: 2.0000e-02 eta: 13:19:15 time: 0.6118 data_time: 0.0164 memory: 13712 grad_norm: 3.7514 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.2341 loss: 2.2341 2022/08/10 20:41:00 - mmengine - INFO - Epoch(train) [12][260/1879] lr: 2.0000e-02 eta: 13:18:56 time: 0.5795 data_time: 0.0189 memory: 13712 grad_norm: 3.7308 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 2.1085 loss: 2.1085 2022/08/10 20:41:12 - mmengine - INFO - Epoch(train) [12][280/1879] lr: 2.0000e-02 eta: 13:18:39 time: 0.5974 data_time: 0.0166 memory: 13712 grad_norm: 3.6977 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9486 loss: 1.9486 2022/08/10 20:41:23 - mmengine - INFO - Epoch(train) [12][300/1879] lr: 2.0000e-02 eta: 13:18:20 time: 0.5762 data_time: 0.0179 memory: 13712 grad_norm: 3.6661 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.3880 loss: 2.3880 2022/08/10 20:41:35 - mmengine - INFO - Epoch(train) [12][320/1879] lr: 2.0000e-02 eta: 13:18:02 time: 0.5803 data_time: 0.0186 memory: 13712 grad_norm: 3.7146 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2155 loss: 2.2155 2022/08/10 20:41:41 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 20:41:46 - mmengine - INFO - Epoch(train) [12][340/1879] lr: 2.0000e-02 eta: 13:17:43 time: 0.5799 data_time: 0.0184 memory: 13712 grad_norm: 3.7774 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.3022 loss: 2.3022 2022/08/10 20:42:00 - mmengine - INFO - Epoch(train) [12][360/1879] lr: 2.0000e-02 eta: 13:17:30 time: 0.6563 data_time: 0.0175 memory: 13712 grad_norm: 3.7179 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 2.0526 loss: 2.0526 2022/08/10 20:42:12 - mmengine - INFO - Epoch(train) [12][380/1879] lr: 2.0000e-02 eta: 13:17:14 time: 0.6094 data_time: 0.0403 memory: 13712 grad_norm: 3.7517 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.9903 loss: 1.9903 2022/08/10 20:42:24 - mmengine - INFO - Epoch(train) [12][400/1879] lr: 2.0000e-02 eta: 13:16:56 time: 0.5892 data_time: 0.0173 memory: 13712 grad_norm: 3.7193 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.1683 loss: 2.1683 2022/08/10 20:42:35 - mmengine - INFO - Epoch(train) [12][420/1879] lr: 2.0000e-02 eta: 13:16:38 time: 0.5796 data_time: 0.0178 memory: 13712 grad_norm: 3.6980 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1273 loss: 2.1273 2022/08/10 20:42:47 - mmengine - INFO - Epoch(train) [12][440/1879] lr: 2.0000e-02 eta: 13:16:19 time: 0.5804 data_time: 0.0181 memory: 13712 grad_norm: 3.7420 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8932 loss: 1.8932 2022/08/10 20:42:58 - mmengine - INFO - Epoch(train) [12][460/1879] lr: 2.0000e-02 eta: 13:16:01 time: 0.5839 data_time: 0.0174 memory: 13712 grad_norm: 3.8099 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.9804 loss: 1.9804 2022/08/10 20:43:16 - mmengine - INFO - Epoch(train) [12][480/1879] lr: 2.0000e-02 eta: 13:16:04 time: 0.8882 data_time: 0.0179 memory: 13712 grad_norm: 3.8046 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.3403 loss: 2.3403 2022/08/10 20:43:29 - mmengine - INFO - Epoch(train) [12][500/1879] lr: 2.0000e-02 eta: 13:15:49 time: 0.6315 data_time: 0.0172 memory: 13712 grad_norm: 3.7991 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.0771 loss: 2.0771 2022/08/10 20:43:41 - mmengine - INFO - Epoch(train) [12][520/1879] lr: 2.0000e-02 eta: 13:15:31 time: 0.5833 data_time: 0.0180 memory: 13712 grad_norm: 3.6116 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.0998 loss: 2.0998 2022/08/10 20:43:54 - mmengine - INFO - Epoch(train) [12][540/1879] lr: 2.0000e-02 eta: 13:15:19 time: 0.6673 data_time: 0.0199 memory: 13712 grad_norm: 3.6721 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.9226 loss: 1.9226 2022/08/10 20:44:06 - mmengine - INFO - Epoch(train) [12][560/1879] lr: 2.0000e-02 eta: 13:15:02 time: 0.6043 data_time: 0.0178 memory: 13712 grad_norm: 3.7616 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.2925 loss: 2.2925 2022/08/10 20:44:17 - mmengine - INFO - Epoch(train) [12][580/1879] lr: 2.0000e-02 eta: 13:14:44 time: 0.5747 data_time: 0.0184 memory: 13712 grad_norm: 3.7120 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.1992 loss: 2.1992 2022/08/10 20:44:29 - mmengine - INFO - Epoch(train) [12][600/1879] lr: 2.0000e-02 eta: 13:14:25 time: 0.5777 data_time: 0.0192 memory: 13712 grad_norm: 3.7272 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0450 loss: 2.0450 2022/08/10 20:44:41 - mmengine - INFO - Epoch(train) [12][620/1879] lr: 2.0000e-02 eta: 13:14:07 time: 0.5813 data_time: 0.0164 memory: 13712 grad_norm: 3.6738 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 1.9768 loss: 1.9768 2022/08/10 20:44:53 - mmengine - INFO - Epoch(train) [12][640/1879] lr: 2.0000e-02 eta: 13:13:53 time: 0.6383 data_time: 0.0191 memory: 13712 grad_norm: 3.6844 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 2.1980 loss: 2.1980 2022/08/10 20:45:05 - mmengine - INFO - Epoch(train) [12][660/1879] lr: 2.0000e-02 eta: 13:13:35 time: 0.5853 data_time: 0.0151 memory: 13712 grad_norm: 3.6781 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1578 loss: 2.1578 2022/08/10 20:45:17 - mmengine - INFO - Epoch(train) [12][680/1879] lr: 2.0000e-02 eta: 13:13:17 time: 0.5902 data_time: 0.0339 memory: 13712 grad_norm: 3.6577 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.2074 loss: 2.2074 2022/08/10 20:45:29 - mmengine - INFO - Epoch(train) [12][700/1879] lr: 2.0000e-02 eta: 13:12:59 time: 0.5840 data_time: 0.0207 memory: 13712 grad_norm: 3.6637 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.1932 loss: 2.1932 2022/08/10 20:45:40 - mmengine - INFO - Epoch(train) [12][720/1879] lr: 2.0000e-02 eta: 13:12:41 time: 0.5824 data_time: 0.0186 memory: 13712 grad_norm: 3.7317 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.9998 loss: 1.9998 2022/08/10 20:45:52 - mmengine - INFO - Epoch(train) [12][740/1879] lr: 2.0000e-02 eta: 13:12:23 time: 0.5822 data_time: 0.0180 memory: 13712 grad_norm: 3.7402 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8951 loss: 1.8951 2022/08/10 20:46:05 - mmengine - INFO - Epoch(train) [12][760/1879] lr: 2.0000e-02 eta: 13:12:09 time: 0.6473 data_time: 0.0164 memory: 13712 grad_norm: 3.6857 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.0176 loss: 2.0176 2022/08/10 20:46:18 - mmengine - INFO - Epoch(train) [12][780/1879] lr: 2.0000e-02 eta: 13:11:55 time: 0.6416 data_time: 0.0188 memory: 13712 grad_norm: 3.6760 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.0840 loss: 2.0840 2022/08/10 20:46:31 - mmengine - INFO - Epoch(train) [12][800/1879] lr: 2.0000e-02 eta: 13:11:44 time: 0.6740 data_time: 0.0175 memory: 13712 grad_norm: 3.8110 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.1504 loss: 2.1504 2022/08/10 20:46:47 - mmengine - INFO - Epoch(train) [12][820/1879] lr: 2.0000e-02 eta: 13:11:41 time: 0.8140 data_time: 0.0180 memory: 13712 grad_norm: 3.7098 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.1362 loss: 2.1362 2022/08/10 20:46:59 - mmengine - INFO - Epoch(train) [12][840/1879] lr: 2.0000e-02 eta: 13:11:23 time: 0.5748 data_time: 0.0171 memory: 13712 grad_norm: 3.7169 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.2683 loss: 2.2683 2022/08/10 20:47:11 - mmengine - INFO - Epoch(train) [12][860/1879] lr: 2.0000e-02 eta: 13:11:05 time: 0.5854 data_time: 0.0199 memory: 13712 grad_norm: 3.6070 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.1321 loss: 2.1321 2022/08/10 20:47:22 - mmengine - INFO - Epoch(train) [12][880/1879] lr: 2.0000e-02 eta: 13:10:46 time: 0.5764 data_time: 0.0159 memory: 13712 grad_norm: 3.7662 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.3035 loss: 2.3035 2022/08/10 20:47:35 - mmengine - INFO - Epoch(train) [12][900/1879] lr: 2.0000e-02 eta: 13:10:33 time: 0.6509 data_time: 0.0192 memory: 13712 grad_norm: 3.6937 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 2.2646 loss: 2.2646 2022/08/10 20:47:49 - mmengine - INFO - Epoch(train) [12][920/1879] lr: 2.0000e-02 eta: 13:10:21 time: 0.6771 data_time: 0.0173 memory: 13712 grad_norm: 3.7080 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.9920 loss: 1.9920 2022/08/10 20:48:01 - mmengine - INFO - Epoch(train) [12][940/1879] lr: 2.0000e-02 eta: 13:10:04 time: 0.5887 data_time: 0.0185 memory: 13712 grad_norm: 3.6922 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 2.3507 loss: 2.3507 2022/08/10 20:48:13 - mmengine - INFO - Epoch(train) [12][960/1879] lr: 2.0000e-02 eta: 13:09:49 time: 0.6238 data_time: 0.0174 memory: 13712 grad_norm: 3.7904 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.3962 loss: 2.3962 2022/08/10 20:48:25 - mmengine - INFO - Epoch(train) [12][980/1879] lr: 2.0000e-02 eta: 13:09:30 time: 0.5815 data_time: 0.0193 memory: 13712 grad_norm: 3.6833 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.3517 loss: 2.3517 2022/08/10 20:48:36 - mmengine - INFO - Epoch(train) [12][1000/1879] lr: 2.0000e-02 eta: 13:09:13 time: 0.5879 data_time: 0.0195 memory: 13712 grad_norm: 3.6474 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.3964 loss: 2.3964 2022/08/10 20:48:49 - mmengine - INFO - Epoch(train) [12][1020/1879] lr: 2.0000e-02 eta: 13:08:56 time: 0.6053 data_time: 0.0170 memory: 13712 grad_norm: 3.6383 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.0677 loss: 2.0677 2022/08/10 20:49:00 - mmengine - INFO - Epoch(train) [12][1040/1879] lr: 2.0000e-02 eta: 13:08:39 time: 0.5876 data_time: 0.0211 memory: 13712 grad_norm: 3.7526 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 2.1823 loss: 2.1823 2022/08/10 20:49:13 - mmengine - INFO - Epoch(train) [12][1060/1879] lr: 2.0000e-02 eta: 13:08:25 time: 0.6399 data_time: 0.0730 memory: 13712 grad_norm: 3.7027 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.1165 loss: 2.1165 2022/08/10 20:49:26 - mmengine - INFO - Epoch(train) [12][1080/1879] lr: 2.0000e-02 eta: 13:08:12 time: 0.6538 data_time: 0.0922 memory: 13712 grad_norm: 3.6973 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.1635 loss: 2.1635 2022/08/10 20:49:38 - mmengine - INFO - Epoch(train) [12][1100/1879] lr: 2.0000e-02 eta: 13:07:54 time: 0.5800 data_time: 0.0197 memory: 13712 grad_norm: 3.7090 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.1253 loss: 2.1253 2022/08/10 20:49:49 - mmengine - INFO - Epoch(train) [12][1120/1879] lr: 2.0000e-02 eta: 13:07:35 time: 0.5790 data_time: 0.0166 memory: 13712 grad_norm: 3.6752 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3351 loss: 2.3351 2022/08/10 20:50:02 - mmengine - INFO - Epoch(train) [12][1140/1879] lr: 2.0000e-02 eta: 13:07:21 time: 0.6393 data_time: 0.0712 memory: 13712 grad_norm: 3.7411 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9532 loss: 1.9532 2022/08/10 20:50:18 - mmengine - INFO - Epoch(train) [12][1160/1879] lr: 2.0000e-02 eta: 13:07:16 time: 0.7749 data_time: 0.2132 memory: 13712 grad_norm: 3.7442 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.3086 loss: 2.3086 2022/08/10 20:50:31 - mmengine - INFO - Epoch(train) [12][1180/1879] lr: 2.0000e-02 eta: 13:07:05 time: 0.6870 data_time: 0.1206 memory: 13712 grad_norm: 3.7079 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.1633 loss: 2.1633 2022/08/10 20:50:45 - mmengine - INFO - Epoch(train) [12][1200/1879] lr: 2.0000e-02 eta: 13:06:52 time: 0.6583 data_time: 0.0996 memory: 13712 grad_norm: 3.6502 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.2696 loss: 2.2696 2022/08/10 20:50:58 - mmengine - INFO - Epoch(train) [12][1220/1879] lr: 2.0000e-02 eta: 13:06:39 time: 0.6579 data_time: 0.0972 memory: 13712 grad_norm: 3.5991 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.0969 loss: 2.0969 2022/08/10 20:51:09 - mmengine - INFO - Epoch(train) [12][1240/1879] lr: 2.0000e-02 eta: 13:06:21 time: 0.5810 data_time: 0.0186 memory: 13712 grad_norm: 3.6608 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 2.0475 loss: 2.0475 2022/08/10 20:51:21 - mmengine - INFO - Epoch(train) [12][1260/1879] lr: 2.0000e-02 eta: 13:06:03 time: 0.5793 data_time: 0.0174 memory: 13712 grad_norm: 3.7521 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.0932 loss: 2.0932 2022/08/10 20:51:33 - mmengine - INFO - Epoch(train) [12][1280/1879] lr: 2.0000e-02 eta: 13:05:46 time: 0.5923 data_time: 0.0277 memory: 13712 grad_norm: 3.6883 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.0824 loss: 2.0824 2022/08/10 20:51:45 - mmengine - INFO - Epoch(train) [12][1300/1879] lr: 2.0000e-02 eta: 13:05:29 time: 0.5981 data_time: 0.0319 memory: 13712 grad_norm: 3.6579 top1_acc: 0.3125 top5_acc: 0.8125 loss_cls: 2.0225 loss: 2.0225 2022/08/10 20:51:57 - mmengine - INFO - Epoch(train) [12][1320/1879] lr: 2.0000e-02 eta: 13:05:13 time: 0.6128 data_time: 0.0194 memory: 13712 grad_norm: 3.6832 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.1906 loss: 2.1906 2022/08/10 20:52:04 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 20:52:09 - mmengine - INFO - Epoch(train) [12][1340/1879] lr: 2.0000e-02 eta: 13:04:57 time: 0.5993 data_time: 0.0169 memory: 13712 grad_norm: 3.7651 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.1875 loss: 2.1875 2022/08/10 20:52:21 - mmengine - INFO - Epoch(train) [12][1360/1879] lr: 2.0000e-02 eta: 13:04:39 time: 0.5796 data_time: 0.0175 memory: 13712 grad_norm: 3.7209 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.2845 loss: 2.2845 2022/08/10 20:52:32 - mmengine - INFO - Epoch(train) [12][1380/1879] lr: 2.0000e-02 eta: 13:04:20 time: 0.5740 data_time: 0.0182 memory: 13712 grad_norm: 3.6975 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1343 loss: 2.1343 2022/08/10 20:52:46 - mmengine - INFO - Epoch(train) [12][1400/1879] lr: 2.0000e-02 eta: 13:04:11 time: 0.7091 data_time: 0.0182 memory: 13712 grad_norm: 3.7301 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 2.1966 loss: 2.1966 2022/08/10 20:53:00 - mmengine - INFO - Epoch(train) [12][1420/1879] lr: 2.0000e-02 eta: 13:03:59 time: 0.6717 data_time: 0.0174 memory: 13712 grad_norm: 3.6381 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.3468 loss: 2.3468 2022/08/10 20:53:11 - mmengine - INFO - Epoch(train) [12][1440/1879] lr: 2.0000e-02 eta: 13:03:41 time: 0.5794 data_time: 0.0202 memory: 13712 grad_norm: 3.6101 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.3268 loss: 2.3268 2022/08/10 20:53:23 - mmengine - INFO - Epoch(train) [12][1460/1879] lr: 2.0000e-02 eta: 13:03:23 time: 0.5852 data_time: 0.0168 memory: 13712 grad_norm: 3.6685 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0219 loss: 2.0219 2022/08/10 20:53:35 - mmengine - INFO - Epoch(train) [12][1480/1879] lr: 2.0000e-02 eta: 13:03:05 time: 0.5774 data_time: 0.0184 memory: 13712 grad_norm: 3.6628 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.1764 loss: 2.1764 2022/08/10 20:53:46 - mmengine - INFO - Epoch(train) [12][1500/1879] lr: 2.0000e-02 eta: 13:02:47 time: 0.5807 data_time: 0.0178 memory: 13712 grad_norm: 3.7227 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 2.3367 loss: 2.3367 2022/08/10 20:53:58 - mmengine - INFO - Epoch(train) [12][1520/1879] lr: 2.0000e-02 eta: 13:02:29 time: 0.5795 data_time: 0.0181 memory: 13712 grad_norm: 3.7554 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.2193 loss: 2.2193 2022/08/10 20:54:09 - mmengine - INFO - Epoch(train) [12][1540/1879] lr: 2.0000e-02 eta: 13:02:11 time: 0.5775 data_time: 0.0175 memory: 13712 grad_norm: 3.7006 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1754 loss: 2.1754 2022/08/10 20:54:22 - mmengine - INFO - Epoch(train) [12][1560/1879] lr: 2.0000e-02 eta: 13:01:57 time: 0.6286 data_time: 0.0274 memory: 13712 grad_norm: 3.7204 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.2476 loss: 2.2476 2022/08/10 20:54:38 - mmengine - INFO - Epoch(train) [12][1580/1879] lr: 2.0000e-02 eta: 13:01:52 time: 0.7851 data_time: 0.0183 memory: 13712 grad_norm: 3.6635 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.2409 loss: 2.2409 2022/08/10 20:54:49 - mmengine - INFO - Epoch(train) [12][1600/1879] lr: 2.0000e-02 eta: 13:01:34 time: 0.5727 data_time: 0.0169 memory: 13712 grad_norm: 3.6276 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.3490 loss: 2.3490 2022/08/10 20:55:01 - mmengine - INFO - Epoch(train) [12][1620/1879] lr: 2.0000e-02 eta: 13:01:17 time: 0.6000 data_time: 0.0179 memory: 13712 grad_norm: 3.6365 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 2.1861 loss: 2.1861 2022/08/10 20:55:13 - mmengine - INFO - Epoch(train) [12][1640/1879] lr: 2.0000e-02 eta: 13:01:01 time: 0.6011 data_time: 0.0184 memory: 13712 grad_norm: 3.6300 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0703 loss: 2.0703 2022/08/10 20:55:25 - mmengine - INFO - Epoch(train) [12][1660/1879] lr: 2.0000e-02 eta: 13:00:43 time: 0.5796 data_time: 0.0178 memory: 13712 grad_norm: 3.7640 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9183 loss: 1.9183 2022/08/10 20:55:36 - mmengine - INFO - Epoch(train) [12][1680/1879] lr: 2.0000e-02 eta: 13:00:25 time: 0.5800 data_time: 0.0186 memory: 13712 grad_norm: 3.7601 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.2917 loss: 2.2917 2022/08/10 20:55:48 - mmengine - INFO - Epoch(train) [12][1700/1879] lr: 2.0000e-02 eta: 13:00:07 time: 0.5782 data_time: 0.0173 memory: 13712 grad_norm: 3.6742 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.2357 loss: 2.2357 2022/08/10 20:55:59 - mmengine - INFO - Epoch(train) [12][1720/1879] lr: 2.0000e-02 eta: 12:59:49 time: 0.5777 data_time: 0.0186 memory: 13712 grad_norm: 3.8211 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.2813 loss: 2.2813 2022/08/10 20:56:11 - mmengine - INFO - Epoch(train) [12][1740/1879] lr: 2.0000e-02 eta: 12:59:31 time: 0.5775 data_time: 0.0182 memory: 13712 grad_norm: 3.7798 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.2568 loss: 2.2568 2022/08/10 20:56:23 - mmengine - INFO - Epoch(train) [12][1760/1879] lr: 2.0000e-02 eta: 12:59:13 time: 0.5803 data_time: 0.0188 memory: 13712 grad_norm: 3.5767 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 2.0733 loss: 2.0733 2022/08/10 20:56:34 - mmengine - INFO - Epoch(train) [12][1780/1879] lr: 2.0000e-02 eta: 12:58:55 time: 0.5792 data_time: 0.0180 memory: 13712 grad_norm: 3.6747 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.0324 loss: 2.0324 2022/08/10 20:56:46 - mmengine - INFO - Epoch(train) [12][1800/1879] lr: 2.0000e-02 eta: 12:58:37 time: 0.5761 data_time: 0.0162 memory: 13712 grad_norm: 3.6435 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1780 loss: 2.1780 2022/08/10 20:56:57 - mmengine - INFO - Epoch(train) [12][1820/1879] lr: 2.0000e-02 eta: 12:58:20 time: 0.5793 data_time: 0.0193 memory: 13712 grad_norm: 3.7646 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.2026 loss: 2.2026 2022/08/10 20:57:09 - mmengine - INFO - Epoch(train) [12][1840/1879] lr: 2.0000e-02 eta: 12:58:02 time: 0.5817 data_time: 0.0212 memory: 13712 grad_norm: 3.6708 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.0925 loss: 2.0925 2022/08/10 20:57:21 - mmengine - INFO - Epoch(train) [12][1860/1879] lr: 2.0000e-02 eta: 12:57:45 time: 0.5910 data_time: 0.0252 memory: 13712 grad_norm: 3.7012 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3349 loss: 2.3349 2022/08/10 20:57:31 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 20:57:31 - mmengine - INFO - Epoch(train) [12][1879/1879] lr: 2.0000e-02 eta: 12:57:45 time: 0.5570 data_time: 0.0169 memory: 13712 grad_norm: 3.7566 top1_acc: 0.5714 top5_acc: 0.7143 loss_cls: 2.1699 loss: 2.1699 2022/08/10 20:57:31 - mmengine - INFO - Saving checkpoint at 12 epochs 2022/08/10 20:58:55 - mmengine - INFO - Epoch(val) [12][20/155] eta: 0:09:14 time: 4.1041 data_time: 2.7165 memory: 14838 2022/08/10 20:59:51 - mmengine - INFO - Epoch(val) [12][40/155] eta: 0:05:21 time: 2.7969 data_time: 1.4208 memory: 14838 2022/08/10 21:01:13 - mmengine - INFO - Epoch(val) [12][60/155] eta: 0:06:30 time: 4.1095 data_time: 2.7422 memory: 14838 2022/08/10 21:02:13 - mmengine - INFO - Epoch(val) [12][80/155] eta: 0:03:41 time: 2.9555 data_time: 1.5820 memory: 14838 2022/08/10 21:03:31 - mmengine - INFO - Epoch(val) [12][100/155] eta: 0:03:35 time: 3.9137 data_time: 2.5481 memory: 14838 2022/08/10 21:04:27 - mmengine - INFO - Epoch(val) [12][120/155] eta: 0:01:38 time: 2.8123 data_time: 1.4460 memory: 14838 2022/08/10 21:05:41 - mmengine - INFO - Epoch(val) [12][140/155] eta: 0:00:55 time: 3.6782 data_time: 2.3137 memory: 14838 2022/08/10 21:06:14 - mmengine - INFO - Epoch(val) [12][155/155] acc/top1: 0.5796 acc/top5: 0.8167 acc/mean1: 0.5795 2022/08/10 21:06:33 - mmengine - INFO - Epoch(train) [13][20/1879] lr: 2.0000e-02 eta: 12:56:57 time: 0.9166 data_time: 0.2235 memory: 14838 grad_norm: 3.7681 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.1459 loss: 2.1459 2022/08/10 21:06:46 - mmengine - INFO - Epoch(train) [13][40/1879] lr: 2.0000e-02 eta: 12:56:44 time: 0.6508 data_time: 0.0198 memory: 13712 grad_norm: 3.7442 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1575 loss: 2.1575 2022/08/10 21:06:57 - mmengine - INFO - Epoch(train) [13][60/1879] lr: 2.0000e-02 eta: 12:56:26 time: 0.5784 data_time: 0.0160 memory: 13712 grad_norm: 3.6697 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0186 loss: 2.0186 2022/08/10 21:07:09 - mmengine - INFO - Epoch(train) [13][80/1879] lr: 2.0000e-02 eta: 12:56:09 time: 0.5869 data_time: 0.0194 memory: 13712 grad_norm: 3.7447 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.0642 loss: 2.0642 2022/08/10 21:07:20 - mmengine - INFO - Epoch(train) [13][100/1879] lr: 2.0000e-02 eta: 12:55:51 time: 0.5779 data_time: 0.0186 memory: 13712 grad_norm: 3.7052 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1927 loss: 2.1927 2022/08/10 21:07:32 - mmengine - INFO - Epoch(train) [13][120/1879] lr: 2.0000e-02 eta: 12:55:33 time: 0.5752 data_time: 0.0194 memory: 13712 grad_norm: 3.6294 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.8404 loss: 1.8404 2022/08/10 21:07:48 - mmengine - INFO - Epoch(train) [13][140/1879] lr: 2.0000e-02 eta: 12:55:30 time: 0.8050 data_time: 0.1516 memory: 13712 grad_norm: 3.7111 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.1857 loss: 2.1857 2022/08/10 21:08:00 - mmengine - INFO - Epoch(train) [13][160/1879] lr: 2.0000e-02 eta: 12:55:13 time: 0.6025 data_time: 0.0170 memory: 13712 grad_norm: 3.6695 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.2353 loss: 2.2353 2022/08/10 21:08:18 - mmengine - INFO - Epoch(train) [13][180/1879] lr: 2.0000e-02 eta: 12:55:16 time: 0.8986 data_time: 0.0177 memory: 13712 grad_norm: 3.7173 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.1476 loss: 2.1476 2022/08/10 21:08:32 - mmengine - INFO - Epoch(train) [13][200/1879] lr: 2.0000e-02 eta: 12:55:05 time: 0.6938 data_time: 0.0257 memory: 13712 grad_norm: 3.7023 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.0076 loss: 2.0076 2022/08/10 21:08:51 - mmengine - INFO - Epoch(train) [13][220/1879] lr: 2.0000e-02 eta: 12:55:10 time: 0.9347 data_time: 0.0194 memory: 13712 grad_norm: 3.6073 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.1017 loss: 2.1017 2022/08/10 21:09:04 - mmengine - INFO - Epoch(train) [13][240/1879] lr: 2.0000e-02 eta: 12:54:57 time: 0.6527 data_time: 0.0165 memory: 13712 grad_norm: 3.7470 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 2.2315 loss: 2.2315 2022/08/10 21:09:15 - mmengine - INFO - Epoch(train) [13][260/1879] lr: 2.0000e-02 eta: 12:54:39 time: 0.5806 data_time: 0.0187 memory: 13712 grad_norm: 3.7246 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.2667 loss: 2.2667 2022/08/10 21:09:31 - mmengine - INFO - Epoch(train) [13][280/1879] lr: 2.0000e-02 eta: 12:54:34 time: 0.7786 data_time: 0.0171 memory: 13712 grad_norm: 3.7918 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.1450 loss: 2.1450 2022/08/10 21:09:52 - mmengine - INFO - Epoch(train) [13][300/1879] lr: 2.0000e-02 eta: 12:54:46 time: 1.0613 data_time: 0.0185 memory: 13712 grad_norm: 3.6947 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.2378 loss: 2.2378 2022/08/10 21:10:04 - mmengine - INFO - Epoch(train) [13][320/1879] lr: 2.0000e-02 eta: 12:54:28 time: 0.5805 data_time: 0.0186 memory: 13712 grad_norm: 3.7232 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.2512 loss: 2.2512 2022/08/10 21:10:26 - mmengine - INFO - Epoch(train) [13][340/1879] lr: 2.0000e-02 eta: 12:54:44 time: 1.1126 data_time: 0.0331 memory: 13712 grad_norm: 3.6377 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.7831 loss: 1.7831 2022/08/10 21:10:42 - mmengine - INFO - Epoch(train) [13][360/1879] lr: 2.0000e-02 eta: 12:54:40 time: 0.8005 data_time: 0.0179 memory: 13712 grad_norm: 3.8414 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2084 loss: 2.2084 2022/08/10 21:10:56 - mmengine - INFO - Epoch(train) [13][380/1879] lr: 2.0000e-02 eta: 12:54:29 time: 0.6878 data_time: 0.0214 memory: 13712 grad_norm: 3.6871 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.4020 loss: 2.4020 2022/08/10 21:11:10 - mmengine - INFO - Epoch(train) [13][400/1879] lr: 2.0000e-02 eta: 12:54:20 time: 0.7293 data_time: 0.0185 memory: 13712 grad_norm: 3.5695 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.1150 loss: 2.1150 2022/08/10 21:11:25 - mmengine - INFO - Epoch(train) [13][420/1879] lr: 2.0000e-02 eta: 12:54:12 time: 0.7247 data_time: 0.0189 memory: 13712 grad_norm: 3.6744 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.1207 loss: 2.1207 2022/08/10 21:11:36 - mmengine - INFO - Epoch(train) [13][440/1879] lr: 2.0000e-02 eta: 12:53:54 time: 0.5838 data_time: 0.0226 memory: 13712 grad_norm: 3.6281 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.1722 loss: 2.1722 2022/08/10 21:11:45 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 21:11:50 - mmengine - INFO - Epoch(train) [13][460/1879] lr: 2.0000e-02 eta: 12:53:42 time: 0.6705 data_time: 0.0484 memory: 13712 grad_norm: 3.6408 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.3376 loss: 2.3376 2022/08/10 21:12:06 - mmengine - INFO - Epoch(train) [13][480/1879] lr: 2.0000e-02 eta: 12:53:39 time: 0.8099 data_time: 0.0171 memory: 13712 grad_norm: 3.7108 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1357 loss: 2.1357 2022/08/10 21:12:22 - mmengine - INFO - Epoch(train) [13][500/1879] lr: 2.0000e-02 eta: 12:53:35 time: 0.8174 data_time: 0.0182 memory: 13712 grad_norm: 3.6608 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0680 loss: 2.0680 2022/08/10 21:12:40 - mmengine - INFO - Epoch(train) [13][520/1879] lr: 2.0000e-02 eta: 12:53:35 time: 0.8537 data_time: 0.0175 memory: 13712 grad_norm: 3.8396 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4754 loss: 2.4754 2022/08/10 21:12:56 - mmengine - INFO - Epoch(train) [13][540/1879] lr: 2.0000e-02 eta: 12:53:31 time: 0.8124 data_time: 0.0167 memory: 13712 grad_norm: 3.6789 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.1055 loss: 2.1055 2022/08/10 21:13:13 - mmengine - INFO - Epoch(train) [13][560/1879] lr: 2.0000e-02 eta: 12:53:30 time: 0.8428 data_time: 0.0191 memory: 13712 grad_norm: 3.7124 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.0250 loss: 2.0250 2022/08/10 21:13:25 - mmengine - INFO - Epoch(train) [13][580/1879] lr: 2.0000e-02 eta: 12:53:14 time: 0.6183 data_time: 0.0186 memory: 13712 grad_norm: 3.7984 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1551 loss: 2.1551 2022/08/10 21:13:41 - mmengine - INFO - Epoch(train) [13][600/1879] lr: 2.0000e-02 eta: 12:53:11 time: 0.8108 data_time: 0.0185 memory: 13712 grad_norm: 3.6429 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.2044 loss: 2.2044 2022/08/10 21:13:53 - mmengine - INFO - Epoch(train) [13][620/1879] lr: 2.0000e-02 eta: 12:52:53 time: 0.5826 data_time: 0.0176 memory: 13712 grad_norm: 3.6167 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.0240 loss: 2.0240 2022/08/10 21:14:07 - mmengine - INFO - Epoch(train) [13][640/1879] lr: 2.0000e-02 eta: 12:52:43 time: 0.7045 data_time: 0.0175 memory: 13712 grad_norm: 3.6329 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2002 loss: 2.2002 2022/08/10 21:14:21 - mmengine - INFO - Epoch(train) [13][660/1879] lr: 2.0000e-02 eta: 12:52:31 time: 0.6807 data_time: 0.0242 memory: 13712 grad_norm: 3.6741 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.0426 loss: 2.0426 2022/08/10 21:14:32 - mmengine - INFO - Epoch(train) [13][680/1879] lr: 2.0000e-02 eta: 12:52:14 time: 0.5834 data_time: 0.0173 memory: 13712 grad_norm: 3.6714 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.9110 loss: 1.9110 2022/08/10 21:14:50 - mmengine - INFO - Epoch(train) [13][700/1879] lr: 2.0000e-02 eta: 12:52:15 time: 0.8794 data_time: 0.0211 memory: 13712 grad_norm: 3.7286 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.9266 loss: 1.9266 2022/08/10 21:15:05 - mmengine - INFO - Epoch(train) [13][720/1879] lr: 2.0000e-02 eta: 12:52:06 time: 0.7387 data_time: 0.0180 memory: 13712 grad_norm: 3.7160 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.0940 loss: 2.0940 2022/08/10 21:15:20 - mmengine - INFO - Epoch(train) [13][740/1879] lr: 2.0000e-02 eta: 12:52:00 time: 0.7632 data_time: 0.0666 memory: 13712 grad_norm: 3.7071 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1066 loss: 2.1066 2022/08/10 21:15:33 - mmengine - INFO - Epoch(train) [13][760/1879] lr: 2.0000e-02 eta: 12:51:47 time: 0.6602 data_time: 0.0193 memory: 13712 grad_norm: 3.7269 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.2434 loss: 2.2434 2022/08/10 21:15:46 - mmengine - INFO - Epoch(train) [13][780/1879] lr: 2.0000e-02 eta: 12:51:33 time: 0.6315 data_time: 0.0634 memory: 13712 grad_norm: 3.7732 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2726 loss: 2.2726 2022/08/10 21:16:03 - mmengine - INFO - Epoch(train) [13][800/1879] lr: 2.0000e-02 eta: 12:51:32 time: 0.8716 data_time: 0.1076 memory: 13712 grad_norm: 3.8035 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.1425 loss: 2.1425 2022/08/10 21:16:21 - mmengine - INFO - Epoch(train) [13][820/1879] lr: 2.0000e-02 eta: 12:51:32 time: 0.8691 data_time: 0.0193 memory: 13712 grad_norm: 3.6388 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.2532 loss: 2.2532 2022/08/10 21:16:35 - mmengine - INFO - Epoch(train) [13][840/1879] lr: 2.0000e-02 eta: 12:51:22 time: 0.7090 data_time: 0.0208 memory: 13712 grad_norm: 3.7870 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.3099 loss: 2.3099 2022/08/10 21:16:51 - mmengine - INFO - Epoch(train) [13][860/1879] lr: 2.0000e-02 eta: 12:51:17 time: 0.7928 data_time: 0.0179 memory: 13712 grad_norm: 3.6306 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.0045 loss: 2.0045 2022/08/10 21:17:07 - mmengine - INFO - Epoch(train) [13][880/1879] lr: 2.0000e-02 eta: 12:51:15 time: 0.8405 data_time: 0.0200 memory: 13712 grad_norm: 3.6834 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.0923 loss: 2.0923 2022/08/10 21:17:22 - mmengine - INFO - Epoch(train) [13][900/1879] lr: 2.0000e-02 eta: 12:51:07 time: 0.7410 data_time: 0.0141 memory: 13712 grad_norm: 3.6864 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3766 loss: 2.3766 2022/08/10 21:17:39 - mmengine - INFO - Epoch(train) [13][920/1879] lr: 2.0000e-02 eta: 12:51:06 time: 0.8523 data_time: 0.0184 memory: 13712 grad_norm: 3.7637 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.1366 loss: 2.1366 2022/08/10 21:17:53 - mmengine - INFO - Epoch(train) [13][940/1879] lr: 2.0000e-02 eta: 12:50:54 time: 0.6677 data_time: 0.0177 memory: 13712 grad_norm: 3.6342 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.0403 loss: 2.0403 2022/08/10 21:18:06 - mmengine - INFO - Epoch(train) [13][960/1879] lr: 2.0000e-02 eta: 12:50:42 time: 0.6781 data_time: 0.0173 memory: 13712 grad_norm: 3.7424 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.1324 loss: 2.1324 2022/08/10 21:18:23 - mmengine - INFO - Epoch(train) [13][980/1879] lr: 2.0000e-02 eta: 12:50:41 time: 0.8544 data_time: 0.2589 memory: 13712 grad_norm: 3.7698 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.9885 loss: 1.9885 2022/08/10 21:18:37 - mmengine - INFO - Epoch(train) [13][1000/1879] lr: 2.0000e-02 eta: 12:50:28 time: 0.6686 data_time: 0.0161 memory: 13712 grad_norm: 3.6622 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.0600 loss: 2.0600 2022/08/10 21:18:55 - mmengine - INFO - Epoch(train) [13][1020/1879] lr: 2.0000e-02 eta: 12:50:30 time: 0.9044 data_time: 0.0162 memory: 13712 grad_norm: 3.6545 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9617 loss: 1.9617 2022/08/10 21:19:07 - mmengine - INFO - Epoch(train) [13][1040/1879] lr: 2.0000e-02 eta: 12:50:13 time: 0.5953 data_time: 0.0281 memory: 13712 grad_norm: 3.6419 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.1535 loss: 2.1535 2022/08/10 21:19:19 - mmengine - INFO - Epoch(train) [13][1060/1879] lr: 2.0000e-02 eta: 12:49:58 time: 0.6294 data_time: 0.0169 memory: 13712 grad_norm: 3.6586 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0086 loss: 2.0086 2022/08/10 21:19:35 - mmengine - INFO - Epoch(train) [13][1080/1879] lr: 2.0000e-02 eta: 12:49:52 time: 0.7790 data_time: 0.0194 memory: 13712 grad_norm: 3.7640 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.1449 loss: 2.1449 2022/08/10 21:19:56 - mmengine - INFO - Epoch(train) [13][1100/1879] lr: 2.0000e-02 eta: 12:50:02 time: 1.0333 data_time: 0.3797 memory: 13712 grad_norm: 3.6955 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0823 loss: 2.0823 2022/08/10 21:20:13 - mmengine - INFO - Epoch(train) [13][1120/1879] lr: 2.0000e-02 eta: 12:50:02 time: 0.8900 data_time: 0.0914 memory: 13712 grad_norm: 3.6306 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0985 loss: 2.0985 2022/08/10 21:20:26 - mmengine - INFO - Epoch(train) [13][1140/1879] lr: 2.0000e-02 eta: 12:49:49 time: 0.6493 data_time: 0.0622 memory: 13712 grad_norm: 3.6797 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1917 loss: 2.1917 2022/08/10 21:20:44 - mmengine - INFO - Epoch(train) [13][1160/1879] lr: 2.0000e-02 eta: 12:49:49 time: 0.8874 data_time: 0.1776 memory: 13712 grad_norm: 3.6498 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.1062 loss: 2.1062 2022/08/10 21:20:59 - mmengine - INFO - Epoch(train) [13][1180/1879] lr: 2.0000e-02 eta: 12:49:41 time: 0.7453 data_time: 0.0160 memory: 13712 grad_norm: 3.7004 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1963 loss: 2.1963 2022/08/10 21:21:23 - mmengine - INFO - Epoch(train) [13][1200/1879] lr: 2.0000e-02 eta: 12:50:02 time: 1.2245 data_time: 0.0170 memory: 13712 grad_norm: 3.6686 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 2.3685 loss: 2.3685 2022/08/10 21:21:37 - mmengine - INFO - Epoch(train) [13][1220/1879] lr: 2.0000e-02 eta: 12:49:50 time: 0.6919 data_time: 0.0171 memory: 13712 grad_norm: 3.6375 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2110 loss: 2.2110 2022/08/10 21:21:54 - mmengine - INFO - Epoch(train) [13][1240/1879] lr: 2.0000e-02 eta: 12:49:49 time: 0.8570 data_time: 0.0187 memory: 13712 grad_norm: 3.5958 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0619 loss: 2.0619 2022/08/10 21:22:07 - mmengine - INFO - Epoch(train) [13][1260/1879] lr: 2.0000e-02 eta: 12:49:33 time: 0.6129 data_time: 0.0192 memory: 13712 grad_norm: 3.7401 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.1503 loss: 2.1503 2022/08/10 21:22:23 - mmengine - INFO - Epoch(train) [13][1280/1879] lr: 2.0000e-02 eta: 12:49:28 time: 0.7974 data_time: 0.0184 memory: 13712 grad_norm: 3.6889 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.2029 loss: 2.2029 2022/08/10 21:22:35 - mmengine - INFO - Epoch(train) [13][1300/1879] lr: 2.0000e-02 eta: 12:49:12 time: 0.6158 data_time: 0.0199 memory: 13712 grad_norm: 3.6696 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2576 loss: 2.2576 2022/08/10 21:22:52 - mmengine - INFO - Epoch(train) [13][1320/1879] lr: 2.0000e-02 eta: 12:49:11 time: 0.8635 data_time: 0.0166 memory: 13712 grad_norm: 3.6633 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2316 loss: 2.2316 2022/08/10 21:23:05 - mmengine - INFO - Epoch(train) [13][1340/1879] lr: 2.0000e-02 eta: 12:48:58 time: 0.6570 data_time: 0.0162 memory: 13712 grad_norm: 3.6459 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.0784 loss: 2.0784 2022/08/10 21:23:17 - mmengine - INFO - Epoch(train) [13][1360/1879] lr: 2.0000e-02 eta: 12:48:40 time: 0.5834 data_time: 0.0190 memory: 13712 grad_norm: 3.6567 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9747 loss: 1.9747 2022/08/10 21:23:30 - mmengine - INFO - Epoch(train) [13][1380/1879] lr: 2.0000e-02 eta: 12:48:27 time: 0.6613 data_time: 0.0191 memory: 13712 grad_norm: 3.7239 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.1498 loss: 2.1498 2022/08/10 21:23:42 - mmengine - INFO - Epoch(train) [13][1400/1879] lr: 2.0000e-02 eta: 12:48:09 time: 0.5763 data_time: 0.0170 memory: 13712 grad_norm: 3.7401 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.0873 loss: 2.0873 2022/08/10 21:23:53 - mmengine - INFO - Epoch(train) [13][1420/1879] lr: 2.0000e-02 eta: 12:47:52 time: 0.5838 data_time: 0.0182 memory: 13712 grad_norm: 3.7073 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.3140 loss: 2.3140 2022/08/10 21:24:05 - mmengine - INFO - Epoch(train) [13][1440/1879] lr: 2.0000e-02 eta: 12:47:35 time: 0.5962 data_time: 0.0193 memory: 13712 grad_norm: 3.6831 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0450 loss: 2.0450 2022/08/10 21:24:12 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 21:24:17 - mmengine - INFO - Epoch(train) [13][1460/1879] lr: 2.0000e-02 eta: 12:47:18 time: 0.5936 data_time: 0.0185 memory: 13712 grad_norm: 3.6336 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 2.1151 loss: 2.1151 2022/08/10 21:24:29 - mmengine - INFO - Epoch(train) [13][1480/1879] lr: 2.0000e-02 eta: 12:47:02 time: 0.5981 data_time: 0.0172 memory: 13712 grad_norm: 3.6856 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.2819 loss: 2.2819 2022/08/10 21:24:46 - mmengine - INFO - Epoch(train) [13][1500/1879] lr: 2.0000e-02 eta: 12:47:00 time: 0.8574 data_time: 0.2911 memory: 13712 grad_norm: 3.7216 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 2.1057 loss: 2.1057 2022/08/10 21:24:59 - mmengine - INFO - Epoch(train) [13][1520/1879] lr: 2.0000e-02 eta: 12:46:45 time: 0.6337 data_time: 0.0247 memory: 13712 grad_norm: 3.7425 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.2053 loss: 2.2053 2022/08/10 21:25:11 - mmengine - INFO - Epoch(train) [13][1540/1879] lr: 2.0000e-02 eta: 12:46:28 time: 0.5828 data_time: 0.0156 memory: 13712 grad_norm: 3.7489 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.4163 loss: 2.4163 2022/08/10 21:25:22 - mmengine - INFO - Epoch(train) [13][1560/1879] lr: 2.0000e-02 eta: 12:46:10 time: 0.5762 data_time: 0.0175 memory: 13712 grad_norm: 3.6655 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 2.0643 loss: 2.0643 2022/08/10 21:25:34 - mmengine - INFO - Epoch(train) [13][1580/1879] lr: 2.0000e-02 eta: 12:45:52 time: 0.5787 data_time: 0.0170 memory: 13712 grad_norm: 3.7384 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.1709 loss: 2.1709 2022/08/10 21:25:49 - mmengine - INFO - Epoch(train) [13][1600/1879] lr: 2.0000e-02 eta: 12:45:44 time: 0.7458 data_time: 0.0185 memory: 13712 grad_norm: 3.6266 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 2.1202 loss: 2.1202 2022/08/10 21:26:00 - mmengine - INFO - Epoch(train) [13][1620/1879] lr: 2.0000e-02 eta: 12:45:27 time: 0.5829 data_time: 0.0232 memory: 13712 grad_norm: 3.5924 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.0871 loss: 2.0871 2022/08/10 21:26:15 - mmengine - INFO - Epoch(train) [13][1640/1879] lr: 2.0000e-02 eta: 12:45:17 time: 0.7275 data_time: 0.0175 memory: 13712 grad_norm: 3.6868 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.9239 loss: 1.9239 2022/08/10 21:26:32 - mmengine - INFO - Epoch(train) [13][1660/1879] lr: 2.0000e-02 eta: 12:45:15 time: 0.8381 data_time: 0.0184 memory: 13712 grad_norm: 3.7367 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.9331 loss: 1.9331 2022/08/10 21:26:43 - mmengine - INFO - Epoch(train) [13][1680/1879] lr: 2.0000e-02 eta: 12:44:57 time: 0.5755 data_time: 0.0161 memory: 13712 grad_norm: 3.6947 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.1599 loss: 2.1599 2022/08/10 21:27:01 - mmengine - INFO - Epoch(train) [13][1700/1879] lr: 2.0000e-02 eta: 12:44:58 time: 0.9063 data_time: 0.0192 memory: 13712 grad_norm: 3.7330 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9408 loss: 1.9408 2022/08/10 21:27:13 - mmengine - INFO - Epoch(train) [13][1720/1879] lr: 2.0000e-02 eta: 12:44:40 time: 0.5828 data_time: 0.0196 memory: 13712 grad_norm: 3.6897 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.3652 loss: 2.3652 2022/08/10 21:27:31 - mmengine - INFO - Epoch(train) [13][1740/1879] lr: 2.0000e-02 eta: 12:44:40 time: 0.8831 data_time: 0.0189 memory: 13712 grad_norm: 3.7631 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0944 loss: 2.0944 2022/08/10 21:27:42 - mmengine - INFO - Epoch(train) [13][1760/1879] lr: 2.0000e-02 eta: 12:44:22 time: 0.5831 data_time: 0.0193 memory: 13712 grad_norm: 3.6888 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.2537 loss: 2.2537 2022/08/10 21:27:54 - mmengine - INFO - Epoch(train) [13][1780/1879] lr: 2.0000e-02 eta: 12:44:05 time: 0.5774 data_time: 0.0182 memory: 13712 grad_norm: 3.8141 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.1090 loss: 2.1090 2022/08/10 21:28:06 - mmengine - INFO - Epoch(train) [13][1800/1879] lr: 2.0000e-02 eta: 12:43:48 time: 0.5976 data_time: 0.0210 memory: 13712 grad_norm: 3.6701 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2666 loss: 2.2666 2022/08/10 21:28:18 - mmengine - INFO - Epoch(train) [13][1820/1879] lr: 2.0000e-02 eta: 12:43:30 time: 0.5828 data_time: 0.0180 memory: 13712 grad_norm: 3.6816 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.1369 loss: 2.1369 2022/08/10 21:28:30 - mmengine - INFO - Epoch(train) [13][1840/1879] lr: 2.0000e-02 eta: 12:43:14 time: 0.6047 data_time: 0.0164 memory: 13712 grad_norm: 3.5926 top1_acc: 0.3125 top5_acc: 0.8125 loss_cls: 2.2127 loss: 2.2127 2022/08/10 21:28:42 - mmengine - INFO - Epoch(train) [13][1860/1879] lr: 2.0000e-02 eta: 12:42:58 time: 0.6042 data_time: 0.0179 memory: 13712 grad_norm: 3.6597 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.1957 loss: 2.1957 2022/08/10 21:28:52 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 21:28:52 - mmengine - INFO - Epoch(train) [13][1879/1879] lr: 2.0000e-02 eta: 12:42:58 time: 0.5578 data_time: 0.0152 memory: 13712 grad_norm: 3.7523 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 2.4284 loss: 2.4284 2022/08/10 21:30:17 - mmengine - INFO - Epoch(val) [13][20/155] eta: 0:09:29 time: 4.2209 data_time: 2.8451 memory: 14838 2022/08/10 21:31:18 - mmengine - INFO - Epoch(val) [13][40/155] eta: 0:05:53 time: 3.0703 data_time: 1.6962 memory: 14838 2022/08/10 21:32:25 - mmengine - INFO - Epoch(val) [13][60/155] eta: 0:05:18 time: 3.3543 data_time: 1.9820 memory: 14838 2022/08/10 21:33:27 - mmengine - INFO - Epoch(val) [13][80/155] eta: 0:03:50 time: 3.0696 data_time: 1.6939 memory: 14838 2022/08/10 21:34:35 - mmengine - INFO - Epoch(val) [13][100/155] eta: 0:03:06 time: 3.3935 data_time: 2.0170 memory: 14838 2022/08/10 21:35:40 - mmengine - INFO - Epoch(val) [13][120/155] eta: 0:01:53 time: 3.2542 data_time: 1.8786 memory: 14838 2022/08/10 21:36:54 - mmengine - INFO - Epoch(val) [13][140/155] eta: 0:00:56 time: 3.7337 data_time: 2.3418 memory: 14838 2022/08/10 21:37:30 - mmengine - INFO - Epoch(val) [13][155/155] acc/top1: 0.5835 acc/top5: 0.8251 acc/mean1: 0.5833 2022/08/10 21:37:30 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_r50_dense_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_12.pth is removed 2022/08/10 21:37:31 - mmengine - INFO - The best checkpoint with 0.5835 acc/top1 at 14 epoch is saved to best_acc/top1_epoch_14.pth. 2022/08/10 21:37:47 - mmengine - INFO - Epoch(train) [14][20/1879] lr: 2.0000e-02 eta: 12:42:04 time: 0.7934 data_time: 0.1683 memory: 14838 grad_norm: 3.7368 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.9572 loss: 1.9572 2022/08/10 21:38:00 - mmengine - INFO - Epoch(train) [14][40/1879] lr: 2.0000e-02 eta: 12:41:49 time: 0.6097 data_time: 0.0177 memory: 13712 grad_norm: 3.6499 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.9893 loss: 1.9893 2022/08/10 21:38:11 - mmengine - INFO - Epoch(train) [14][60/1879] lr: 2.0000e-02 eta: 12:41:31 time: 0.5826 data_time: 0.0169 memory: 13712 grad_norm: 3.6398 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.1319 loss: 2.1319 2022/08/10 21:38:24 - mmengine - INFO - Epoch(train) [14][80/1879] lr: 2.0000e-02 eta: 12:41:16 time: 0.6272 data_time: 0.0193 memory: 13712 grad_norm: 3.7489 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0018 loss: 2.0018 2022/08/10 21:38:35 - mmengine - INFO - Epoch(train) [14][100/1879] lr: 2.0000e-02 eta: 12:40:59 time: 0.5812 data_time: 0.0167 memory: 13712 grad_norm: 3.7304 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.9919 loss: 1.9919 2022/08/10 21:38:47 - mmengine - INFO - Epoch(train) [14][120/1879] lr: 2.0000e-02 eta: 12:40:42 time: 0.5870 data_time: 0.0295 memory: 13712 grad_norm: 3.7429 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.1100 loss: 2.1100 2022/08/10 21:38:59 - mmengine - INFO - Epoch(train) [14][140/1879] lr: 2.0000e-02 eta: 12:40:24 time: 0.5768 data_time: 0.0168 memory: 13712 grad_norm: 3.7991 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.2544 loss: 2.2544 2022/08/10 21:39:10 - mmengine - INFO - Epoch(train) [14][160/1879] lr: 2.0000e-02 eta: 12:40:06 time: 0.5778 data_time: 0.0172 memory: 13712 grad_norm: 3.6716 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2169 loss: 2.2169 2022/08/10 21:39:22 - mmengine - INFO - Epoch(train) [14][180/1879] lr: 2.0000e-02 eta: 12:39:49 time: 0.5772 data_time: 0.0183 memory: 13712 grad_norm: 3.7162 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.1703 loss: 2.1703 2022/08/10 21:39:35 - mmengine - INFO - Epoch(train) [14][200/1879] lr: 2.0000e-02 eta: 12:39:35 time: 0.6474 data_time: 0.0166 memory: 13712 grad_norm: 3.8209 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.2472 loss: 2.2472 2022/08/10 21:39:46 - mmengine - INFO - Epoch(train) [14][220/1879] lr: 2.0000e-02 eta: 12:39:17 time: 0.5763 data_time: 0.0184 memory: 13712 grad_norm: 3.7104 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9537 loss: 1.9537 2022/08/10 21:39:58 - mmengine - INFO - Epoch(train) [14][240/1879] lr: 2.0000e-02 eta: 12:38:59 time: 0.5772 data_time: 0.0192 memory: 13712 grad_norm: 3.6990 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0279 loss: 2.0279 2022/08/10 21:40:11 - mmengine - INFO - Epoch(train) [14][260/1879] lr: 2.0000e-02 eta: 12:38:47 time: 0.6772 data_time: 0.0171 memory: 13712 grad_norm: 3.7899 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 2.0942 loss: 2.0942 2022/08/10 21:40:25 - mmengine - INFO - Epoch(train) [14][280/1879] lr: 2.0000e-02 eta: 12:38:34 time: 0.6581 data_time: 0.0202 memory: 13712 grad_norm: 3.7982 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1990 loss: 2.1990 2022/08/10 21:40:36 - mmengine - INFO - Epoch(train) [14][300/1879] lr: 2.0000e-02 eta: 12:38:17 time: 0.5809 data_time: 0.0170 memory: 13712 grad_norm: 3.7849 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8928 loss: 1.8928 2022/08/10 21:40:48 - mmengine - INFO - Epoch(train) [14][320/1879] lr: 2.0000e-02 eta: 12:37:59 time: 0.5771 data_time: 0.0174 memory: 13712 grad_norm: 3.6995 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.1201 loss: 2.1201 2022/08/10 21:40:59 - mmengine - INFO - Epoch(train) [14][340/1879] lr: 2.0000e-02 eta: 12:37:42 time: 0.5813 data_time: 0.0175 memory: 13712 grad_norm: 3.7065 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.1240 loss: 2.1240 2022/08/10 21:41:11 - mmengine - INFO - Epoch(train) [14][360/1879] lr: 2.0000e-02 eta: 12:37:25 time: 0.5823 data_time: 0.0223 memory: 13712 grad_norm: 3.6901 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9020 loss: 1.9020 2022/08/10 21:41:23 - mmengine - INFO - Epoch(train) [14][380/1879] lr: 2.0000e-02 eta: 12:37:07 time: 0.5776 data_time: 0.0162 memory: 13712 grad_norm: 3.6799 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.9142 loss: 1.9142 2022/08/10 21:41:35 - mmengine - INFO - Epoch(train) [14][400/1879] lr: 2.0000e-02 eta: 12:36:53 time: 0.6421 data_time: 0.0825 memory: 13712 grad_norm: 3.6556 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.2670 loss: 2.2670 2022/08/10 21:41:47 - mmengine - INFO - Epoch(train) [14][420/1879] lr: 2.0000e-02 eta: 12:36:35 time: 0.5762 data_time: 0.0164 memory: 13712 grad_norm: 3.5983 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0760 loss: 2.0760 2022/08/10 21:41:58 - mmengine - INFO - Epoch(train) [14][440/1879] lr: 2.0000e-02 eta: 12:36:18 time: 0.5788 data_time: 0.0190 memory: 13712 grad_norm: 3.6993 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.1300 loss: 2.1300 2022/08/10 21:42:10 - mmengine - INFO - Epoch(train) [14][460/1879] lr: 2.0000e-02 eta: 12:36:01 time: 0.5867 data_time: 0.0245 memory: 13712 grad_norm: 3.6504 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1463 loss: 2.1463 2022/08/10 21:42:26 - mmengine - INFO - Epoch(train) [14][480/1879] lr: 2.0000e-02 eta: 12:35:56 time: 0.7968 data_time: 0.0180 memory: 13712 grad_norm: 3.6850 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 2.2441 loss: 2.2441 2022/08/10 21:42:38 - mmengine - INFO - Epoch(train) [14][500/1879] lr: 2.0000e-02 eta: 12:35:39 time: 0.5962 data_time: 0.0177 memory: 13712 grad_norm: 3.7702 top1_acc: 0.3125 top5_acc: 0.8125 loss_cls: 2.1282 loss: 2.1282 2022/08/10 21:42:50 - mmengine - INFO - Epoch(train) [14][520/1879] lr: 2.0000e-02 eta: 12:35:22 time: 0.5801 data_time: 0.0178 memory: 13712 grad_norm: 3.7274 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.1809 loss: 2.1809 2022/08/10 21:43:02 - mmengine - INFO - Epoch(train) [14][540/1879] lr: 2.0000e-02 eta: 12:35:06 time: 0.6129 data_time: 0.0170 memory: 13712 grad_norm: 3.6860 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.2280 loss: 2.2280 2022/08/10 21:43:14 - mmengine - INFO - Epoch(train) [14][560/1879] lr: 2.0000e-02 eta: 12:34:49 time: 0.5799 data_time: 0.0195 memory: 13712 grad_norm: 3.7781 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0205 loss: 2.0205 2022/08/10 21:43:25 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 21:43:29 - mmengine - INFO - Epoch(train) [14][580/1879] lr: 2.0000e-02 eta: 12:34:41 time: 0.7534 data_time: 0.0215 memory: 13712 grad_norm: 3.6706 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1308 loss: 2.1308 2022/08/10 21:43:40 - mmengine - INFO - Epoch(train) [14][600/1879] lr: 2.0000e-02 eta: 12:34:23 time: 0.5793 data_time: 0.0170 memory: 13712 grad_norm: 3.6678 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.9356 loss: 1.9356 2022/08/10 21:43:52 - mmengine - INFO - Epoch(train) [14][620/1879] lr: 2.0000e-02 eta: 12:34:08 time: 0.6125 data_time: 0.0183 memory: 13712 grad_norm: 3.6703 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0834 loss: 2.0834 2022/08/10 21:44:04 - mmengine - INFO - Epoch(train) [14][640/1879] lr: 2.0000e-02 eta: 12:33:51 time: 0.5832 data_time: 0.0159 memory: 13712 grad_norm: 3.7383 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 2.0915 loss: 2.0915 2022/08/10 21:44:16 - mmengine - INFO - Epoch(train) [14][660/1879] lr: 2.0000e-02 eta: 12:33:33 time: 0.5706 data_time: 0.0186 memory: 13712 grad_norm: 3.6367 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.1606 loss: 2.1606 2022/08/10 21:44:27 - mmengine - INFO - Epoch(train) [14][680/1879] lr: 2.0000e-02 eta: 12:33:16 time: 0.5797 data_time: 0.0183 memory: 13712 grad_norm: 3.6633 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.1771 loss: 2.1771 2022/08/10 21:44:39 - mmengine - INFO - Epoch(train) [14][700/1879] lr: 2.0000e-02 eta: 12:32:58 time: 0.5790 data_time: 0.0187 memory: 13712 grad_norm: 3.7265 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 2.1499 loss: 2.1499 2022/08/10 21:44:51 - mmengine - INFO - Epoch(train) [14][720/1879] lr: 2.0000e-02 eta: 12:32:42 time: 0.6083 data_time: 0.0173 memory: 13712 grad_norm: 3.7138 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.0727 loss: 2.0727 2022/08/10 21:45:03 - mmengine - INFO - Epoch(train) [14][740/1879] lr: 2.0000e-02 eta: 12:32:25 time: 0.5822 data_time: 0.0185 memory: 13712 grad_norm: 3.6717 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.1433 loss: 2.1433 2022/08/10 21:45:19 - mmengine - INFO - Epoch(train) [14][760/1879] lr: 2.0000e-02 eta: 12:32:22 time: 0.8291 data_time: 0.0789 memory: 13712 grad_norm: 3.6286 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.3335 loss: 2.3335 2022/08/10 21:45:33 - mmengine - INFO - Epoch(train) [14][780/1879] lr: 2.0000e-02 eta: 12:32:11 time: 0.7026 data_time: 0.0254 memory: 13712 grad_norm: 3.7565 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.1165 loss: 2.1165 2022/08/10 21:45:47 - mmengine - INFO - Epoch(train) [14][800/1879] lr: 2.0000e-02 eta: 12:32:00 time: 0.6941 data_time: 0.0194 memory: 13712 grad_norm: 3.7119 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.1522 loss: 2.1522 2022/08/10 21:45:59 - mmengine - INFO - Epoch(train) [14][820/1879] lr: 2.0000e-02 eta: 12:31:44 time: 0.6028 data_time: 0.0167 memory: 13712 grad_norm: 3.6925 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.1313 loss: 2.1313 2022/08/10 21:46:11 - mmengine - INFO - Epoch(train) [14][840/1879] lr: 2.0000e-02 eta: 12:31:27 time: 0.5852 data_time: 0.0212 memory: 13712 grad_norm: 3.6580 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.1737 loss: 2.1737 2022/08/10 21:46:25 - mmengine - INFO - Epoch(train) [14][860/1879] lr: 2.0000e-02 eta: 12:31:16 time: 0.7039 data_time: 0.0165 memory: 13712 grad_norm: 3.7061 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 2.0573 loss: 2.0573 2022/08/10 21:46:37 - mmengine - INFO - Epoch(train) [14][880/1879] lr: 2.0000e-02 eta: 12:30:59 time: 0.5900 data_time: 0.0189 memory: 13712 grad_norm: 3.6998 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.1253 loss: 2.1253 2022/08/10 21:46:48 - mmengine - INFO - Epoch(train) [14][900/1879] lr: 2.0000e-02 eta: 12:30:42 time: 0.5786 data_time: 0.0165 memory: 13712 grad_norm: 3.6547 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2771 loss: 2.2771 2022/08/10 21:47:00 - mmengine - INFO - Epoch(train) [14][920/1879] lr: 2.0000e-02 eta: 12:30:25 time: 0.5830 data_time: 0.0176 memory: 13712 grad_norm: 3.7545 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0355 loss: 2.0355 2022/08/10 21:47:12 - mmengine - INFO - Epoch(train) [14][940/1879] lr: 2.0000e-02 eta: 12:30:08 time: 0.5849 data_time: 0.0175 memory: 13712 grad_norm: 3.4766 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9071 loss: 1.9071 2022/08/10 21:47:23 - mmengine - INFO - Epoch(train) [14][960/1879] lr: 2.0000e-02 eta: 12:29:50 time: 0.5746 data_time: 0.0171 memory: 13712 grad_norm: 3.7005 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1219 loss: 2.1219 2022/08/10 21:47:35 - mmengine - INFO - Epoch(train) [14][980/1879] lr: 2.0000e-02 eta: 12:29:33 time: 0.5806 data_time: 0.0181 memory: 13712 grad_norm: 3.5744 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0169 loss: 2.0169 2022/08/10 21:47:46 - mmengine - INFO - Epoch(train) [14][1000/1879] lr: 2.0000e-02 eta: 12:29:16 time: 0.5836 data_time: 0.0188 memory: 13712 grad_norm: 3.6819 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.3614 loss: 2.3614 2022/08/10 21:47:58 - mmengine - INFO - Epoch(train) [14][1020/1879] lr: 2.0000e-02 eta: 12:29:00 time: 0.6023 data_time: 0.0196 memory: 13712 grad_norm: 3.6986 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.1361 loss: 2.1361 2022/08/10 21:48:10 - mmengine - INFO - Epoch(train) [14][1040/1879] lr: 2.0000e-02 eta: 12:28:43 time: 0.5806 data_time: 0.0161 memory: 13712 grad_norm: 3.7042 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.2865 loss: 2.2865 2022/08/10 21:48:23 - mmengine - INFO - Epoch(train) [14][1060/1879] lr: 2.0000e-02 eta: 12:28:28 time: 0.6269 data_time: 0.0165 memory: 13712 grad_norm: 3.6219 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1610 loss: 2.1610 2022/08/10 21:48:34 - mmengine - INFO - Epoch(train) [14][1080/1879] lr: 2.0000e-02 eta: 12:28:11 time: 0.5783 data_time: 0.0192 memory: 13712 grad_norm: 3.6629 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.1294 loss: 2.1294 2022/08/10 21:48:46 - mmengine - INFO - Epoch(train) [14][1100/1879] lr: 2.0000e-02 eta: 12:27:54 time: 0.5796 data_time: 0.0162 memory: 13712 grad_norm: 3.7173 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.2210 loss: 2.2210 2022/08/10 21:48:57 - mmengine - INFO - Epoch(train) [14][1120/1879] lr: 2.0000e-02 eta: 12:27:37 time: 0.5768 data_time: 0.0185 memory: 13712 grad_norm: 3.6066 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.1998 loss: 2.1998 2022/08/10 21:49:12 - mmengine - INFO - Epoch(train) [14][1140/1879] lr: 2.0000e-02 eta: 12:27:26 time: 0.7102 data_time: 0.0192 memory: 13712 grad_norm: 3.6455 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8814 loss: 1.8814 2022/08/10 21:49:23 - mmengine - INFO - Epoch(train) [14][1160/1879] lr: 2.0000e-02 eta: 12:27:10 time: 0.5914 data_time: 0.0191 memory: 13712 grad_norm: 3.7247 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.9661 loss: 1.9661 2022/08/10 21:49:35 - mmengine - INFO - Epoch(train) [14][1180/1879] lr: 2.0000e-02 eta: 12:26:53 time: 0.5879 data_time: 0.0178 memory: 13712 grad_norm: 3.7220 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.0629 loss: 2.0629 2022/08/10 21:49:47 - mmengine - INFO - Epoch(train) [14][1200/1879] lr: 2.0000e-02 eta: 12:26:36 time: 0.5825 data_time: 0.0170 memory: 13712 grad_norm: 3.7600 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3113 loss: 2.3113 2022/08/10 21:49:58 - mmengine - INFO - Epoch(train) [14][1220/1879] lr: 2.0000e-02 eta: 12:26:19 time: 0.5818 data_time: 0.0183 memory: 13712 grad_norm: 3.7917 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.1269 loss: 2.1269 2022/08/10 21:50:15 - mmengine - INFO - Epoch(train) [14][1240/1879] lr: 2.0000e-02 eta: 12:26:14 time: 0.8071 data_time: 0.0178 memory: 13712 grad_norm: 3.6804 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 1.9756 loss: 1.9756 2022/08/10 21:50:26 - mmengine - INFO - Epoch(train) [14][1260/1879] lr: 2.0000e-02 eta: 12:25:57 time: 0.5820 data_time: 0.0174 memory: 13712 grad_norm: 3.7016 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 2.1029 loss: 2.1029 2022/08/10 21:50:38 - mmengine - INFO - Epoch(train) [14][1280/1879] lr: 2.0000e-02 eta: 12:25:40 time: 0.5887 data_time: 0.0175 memory: 13712 grad_norm: 3.7252 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.1844 loss: 2.1844 2022/08/10 21:50:50 - mmengine - INFO - Epoch(train) [14][1300/1879] lr: 2.0000e-02 eta: 12:25:23 time: 0.5807 data_time: 0.0180 memory: 13712 grad_norm: 3.6910 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.2699 loss: 2.2699 2022/08/10 21:51:01 - mmengine - INFO - Epoch(train) [14][1320/1879] lr: 2.0000e-02 eta: 12:25:06 time: 0.5763 data_time: 0.0181 memory: 13712 grad_norm: 3.6696 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1475 loss: 2.1475 2022/08/10 21:51:13 - mmengine - INFO - Epoch(train) [14][1340/1879] lr: 2.0000e-02 eta: 12:24:48 time: 0.5731 data_time: 0.0166 memory: 13712 grad_norm: 3.8266 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0970 loss: 2.0970 2022/08/10 21:51:24 - mmengine - INFO - Epoch(train) [14][1360/1879] lr: 2.0000e-02 eta: 12:24:31 time: 0.5816 data_time: 0.0166 memory: 13712 grad_norm: 3.7327 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.9420 loss: 1.9420 2022/08/10 21:51:36 - mmengine - INFO - Epoch(train) [14][1380/1879] lr: 2.0000e-02 eta: 12:24:14 time: 0.5815 data_time: 0.0187 memory: 13712 grad_norm: 3.5930 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.1125 loss: 2.1125 2022/08/10 21:51:47 - mmengine - INFO - Epoch(train) [14][1400/1879] lr: 2.0000e-02 eta: 12:23:57 time: 0.5750 data_time: 0.0189 memory: 13712 grad_norm: 3.5974 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0899 loss: 2.0899 2022/08/10 21:51:59 - mmengine - INFO - Epoch(train) [14][1420/1879] lr: 2.0000e-02 eta: 12:23:40 time: 0.5743 data_time: 0.0170 memory: 13712 grad_norm: 3.6877 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.1685 loss: 2.1685 2022/08/10 21:52:13 - mmengine - INFO - Epoch(train) [14][1440/1879] lr: 2.0000e-02 eta: 12:23:29 time: 0.6959 data_time: 0.1218 memory: 13712 grad_norm: 3.6459 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.8509 loss: 1.8509 2022/08/10 21:52:25 - mmengine - INFO - Epoch(train) [14][1460/1879] lr: 2.0000e-02 eta: 12:23:14 time: 0.6195 data_time: 0.0565 memory: 13712 grad_norm: 3.6437 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.0227 loss: 2.0227 2022/08/10 21:52:37 - mmengine - INFO - Epoch(train) [14][1480/1879] lr: 2.0000e-02 eta: 12:22:57 time: 0.5830 data_time: 0.0198 memory: 13712 grad_norm: 3.6701 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1866 loss: 2.1866 2022/08/10 21:52:49 - mmengine - INFO - Epoch(train) [14][1500/1879] lr: 2.0000e-02 eta: 12:22:40 time: 0.5860 data_time: 0.0229 memory: 13712 grad_norm: 3.7318 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0824 loss: 2.0824 2022/08/10 21:53:01 - mmengine - INFO - Epoch(train) [14][1520/1879] lr: 2.0000e-02 eta: 12:22:24 time: 0.5998 data_time: 0.0248 memory: 13712 grad_norm: 3.5499 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.0594 loss: 2.0594 2022/08/10 21:53:18 - mmengine - INFO - Epoch(train) [14][1540/1879] lr: 2.0000e-02 eta: 12:22:22 time: 0.8720 data_time: 0.0187 memory: 13712 grad_norm: 3.5775 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.0363 loss: 2.0363 2022/08/10 21:53:31 - mmengine - INFO - Epoch(train) [14][1560/1879] lr: 2.0000e-02 eta: 12:22:08 time: 0.6386 data_time: 0.0176 memory: 13712 grad_norm: 3.6575 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2627 loss: 2.2627 2022/08/10 21:53:38 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 21:53:43 - mmengine - INFO - Epoch(train) [14][1580/1879] lr: 2.0000e-02 eta: 12:21:52 time: 0.5877 data_time: 0.0186 memory: 13712 grad_norm: 3.6973 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2719 loss: 2.2719 2022/08/10 21:53:57 - mmengine - INFO - Epoch(train) [14][1600/1879] lr: 2.0000e-02 eta: 12:21:43 time: 0.7402 data_time: 0.0175 memory: 13712 grad_norm: 3.7120 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1990 loss: 2.1990 2022/08/10 21:54:09 - mmengine - INFO - Epoch(train) [14][1620/1879] lr: 2.0000e-02 eta: 12:21:26 time: 0.5833 data_time: 0.0205 memory: 13712 grad_norm: 3.6318 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.1416 loss: 2.1416 2022/08/10 21:54:24 - mmengine - INFO - Epoch(train) [14][1640/1879] lr: 2.0000e-02 eta: 12:21:19 time: 0.7697 data_time: 0.0164 memory: 13712 grad_norm: 3.6016 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.1484 loss: 2.1484 2022/08/10 21:54:36 - mmengine - INFO - Epoch(train) [14][1660/1879] lr: 2.0000e-02 eta: 12:21:02 time: 0.5745 data_time: 0.0199 memory: 13712 grad_norm: 3.7042 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.2711 loss: 2.2711 2022/08/10 21:54:49 - mmengine - INFO - Epoch(train) [14][1680/1879] lr: 2.0000e-02 eta: 12:20:48 time: 0.6372 data_time: 0.0171 memory: 13712 grad_norm: 3.7249 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.1043 loss: 2.1043 2022/08/10 21:55:03 - mmengine - INFO - Epoch(train) [14][1700/1879] lr: 2.0000e-02 eta: 12:20:37 time: 0.7016 data_time: 0.0186 memory: 13712 grad_norm: 3.6623 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.0906 loss: 2.0906 2022/08/10 21:55:15 - mmengine - INFO - Epoch(train) [14][1720/1879] lr: 2.0000e-02 eta: 12:20:22 time: 0.6093 data_time: 0.0514 memory: 13712 grad_norm: 3.6693 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.9848 loss: 1.9848 2022/08/10 21:55:27 - mmengine - INFO - Epoch(train) [14][1740/1879] lr: 2.0000e-02 eta: 12:20:05 time: 0.5906 data_time: 0.0274 memory: 13712 grad_norm: 3.5628 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 2.1967 loss: 2.1967 2022/08/10 21:55:38 - mmengine - INFO - Epoch(train) [14][1760/1879] lr: 2.0000e-02 eta: 12:19:48 time: 0.5824 data_time: 0.0177 memory: 13712 grad_norm: 3.8015 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.9842 loss: 1.9842 2022/08/10 21:55:50 - mmengine - INFO - Epoch(train) [14][1780/1879] lr: 2.0000e-02 eta: 12:19:31 time: 0.5794 data_time: 0.0230 memory: 13712 grad_norm: 3.7064 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.9927 loss: 1.9927 2022/08/10 21:56:02 - mmengine - INFO - Epoch(train) [14][1800/1879] lr: 2.0000e-02 eta: 12:19:14 time: 0.5786 data_time: 0.0182 memory: 13712 grad_norm: 3.7628 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.1546 loss: 2.1546 2022/08/10 21:56:13 - mmengine - INFO - Epoch(train) [14][1820/1879] lr: 2.0000e-02 eta: 12:18:57 time: 0.5824 data_time: 0.0175 memory: 13712 grad_norm: 3.6707 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 2.1983 loss: 2.1983 2022/08/10 21:56:25 - mmengine - INFO - Epoch(train) [14][1840/1879] lr: 2.0000e-02 eta: 12:18:40 time: 0.5796 data_time: 0.0170 memory: 13712 grad_norm: 3.7177 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.2732 loss: 2.2732 2022/08/10 21:56:36 - mmengine - INFO - Epoch(train) [14][1860/1879] lr: 2.0000e-02 eta: 12:18:24 time: 0.5843 data_time: 0.0195 memory: 13712 grad_norm: 3.7046 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1391 loss: 2.1391 2022/08/10 21:56:47 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 21:56:47 - mmengine - INFO - Epoch(train) [14][1879/1879] lr: 2.0000e-02 eta: 12:18:24 time: 0.5693 data_time: 0.0140 memory: 13712 grad_norm: 3.6191 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 2.0563 loss: 2.0563 2022/08/10 21:58:04 - mmengine - INFO - Epoch(val) [14][20/155] eta: 0:08:38 time: 3.8411 data_time: 2.4657 memory: 14838 2022/08/10 21:59:10 - mmengine - INFO - Epoch(val) [14][40/155] eta: 0:06:21 time: 3.3132 data_time: 1.9385 memory: 14838 2022/08/10 22:00:23 - mmengine - INFO - Epoch(val) [14][60/155] eta: 0:05:45 time: 3.6379 data_time: 2.2650 memory: 14838 2022/08/10 22:01:23 - mmengine - INFO - Epoch(val) [14][80/155] eta: 0:03:44 time: 2.9907 data_time: 1.6173 memory: 14838 2022/08/10 22:02:41 - mmengine - INFO - Epoch(val) [14][100/155] eta: 0:03:33 time: 3.8866 data_time: 2.5124 memory: 14838 2022/08/10 22:03:39 - mmengine - INFO - Epoch(val) [14][120/155] eta: 0:01:41 time: 2.8951 data_time: 1.5211 memory: 14838 2022/08/10 22:04:50 - mmengine - INFO - Epoch(val) [14][140/155] eta: 0:00:53 time: 3.5562 data_time: 2.1866 memory: 14838 2022/08/10 22:05:29 - mmengine - INFO - Epoch(val) [14][155/155] acc/top1: 0.6053 acc/top5: 0.8377 acc/mean1: 0.6052 2022/08/10 22:05:29 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_r50_dense_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_14.pth is removed 2022/08/10 22:05:30 - mmengine - INFO - The best checkpoint with 0.6053 acc/top1 at 15 epoch is saved to best_acc/top1_epoch_15.pth. 2022/08/10 22:05:50 - mmengine - INFO - Epoch(train) [15][20/1879] lr: 2.0000e-02 eta: 12:17:43 time: 0.9927 data_time: 0.2526 memory: 14838 grad_norm: 3.7164 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9575 loss: 1.9575 2022/08/10 22:06:02 - mmengine - INFO - Epoch(train) [15][40/1879] lr: 2.0000e-02 eta: 12:17:27 time: 0.5799 data_time: 0.0173 memory: 13712 grad_norm: 3.7304 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.0349 loss: 2.0349 2022/08/10 22:06:13 - mmengine - INFO - Epoch(train) [15][60/1879] lr: 2.0000e-02 eta: 12:17:10 time: 0.5908 data_time: 0.0186 memory: 13712 grad_norm: 3.6979 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1459 loss: 2.1459 2022/08/10 22:06:26 - mmengine - INFO - Epoch(train) [15][80/1879] lr: 2.0000e-02 eta: 12:16:56 time: 0.6298 data_time: 0.0194 memory: 13712 grad_norm: 3.7107 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1176 loss: 2.1176 2022/08/10 22:06:38 - mmengine - INFO - Epoch(train) [15][100/1879] lr: 2.0000e-02 eta: 12:16:39 time: 0.5836 data_time: 0.0179 memory: 13712 grad_norm: 3.7142 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.0760 loss: 2.0760 2022/08/10 22:06:50 - mmengine - INFO - Epoch(train) [15][120/1879] lr: 2.0000e-02 eta: 12:16:23 time: 0.5945 data_time: 0.0199 memory: 13712 grad_norm: 3.7814 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1497 loss: 2.1497 2022/08/10 22:07:03 - mmengine - INFO - Epoch(train) [15][140/1879] lr: 2.0000e-02 eta: 12:16:11 time: 0.6849 data_time: 0.0172 memory: 13712 grad_norm: 3.6531 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 1.9011 loss: 1.9011 2022/08/10 22:07:15 - mmengine - INFO - Epoch(train) [15][160/1879] lr: 2.0000e-02 eta: 12:15:54 time: 0.5767 data_time: 0.0161 memory: 13712 grad_norm: 3.6974 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.9185 loss: 1.9185 2022/08/10 22:07:26 - mmengine - INFO - Epoch(train) [15][180/1879] lr: 2.0000e-02 eta: 12:15:38 time: 0.5795 data_time: 0.0208 memory: 13712 grad_norm: 3.7881 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.9161 loss: 1.9161 2022/08/10 22:07:38 - mmengine - INFO - Epoch(train) [15][200/1879] lr: 2.0000e-02 eta: 12:15:20 time: 0.5753 data_time: 0.0170 memory: 13712 grad_norm: 3.6690 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7678 loss: 1.7678 2022/08/10 22:07:50 - mmengine - INFO - Epoch(train) [15][220/1879] lr: 2.0000e-02 eta: 12:15:04 time: 0.5806 data_time: 0.0172 memory: 13712 grad_norm: 3.7034 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0533 loss: 2.0533 2022/08/10 22:08:01 - mmengine - INFO - Epoch(train) [15][240/1879] lr: 2.0000e-02 eta: 12:14:47 time: 0.5865 data_time: 0.0235 memory: 13712 grad_norm: 3.7533 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.1114 loss: 2.1114 2022/08/10 22:08:13 - mmengine - INFO - Epoch(train) [15][260/1879] lr: 2.0000e-02 eta: 12:14:30 time: 0.5852 data_time: 0.0156 memory: 13712 grad_norm: 3.6332 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0544 loss: 2.0544 2022/08/10 22:08:25 - mmengine - INFO - Epoch(train) [15][280/1879] lr: 2.0000e-02 eta: 12:14:14 time: 0.5839 data_time: 0.0167 memory: 13712 grad_norm: 3.7175 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.9401 loss: 1.9401 2022/08/10 22:08:39 - mmengine - INFO - Epoch(train) [15][300/1879] lr: 2.0000e-02 eta: 12:14:04 time: 0.7250 data_time: 0.0172 memory: 13712 grad_norm: 3.8213 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.9564 loss: 1.9564 2022/08/10 22:08:51 - mmengine - INFO - Epoch(train) [15][320/1879] lr: 2.0000e-02 eta: 12:13:48 time: 0.5825 data_time: 0.0189 memory: 13712 grad_norm: 3.7576 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.1497 loss: 2.1497 2022/08/10 22:09:02 - mmengine - INFO - Epoch(train) [15][340/1879] lr: 2.0000e-02 eta: 12:13:31 time: 0.5802 data_time: 0.0178 memory: 13712 grad_norm: 3.7006 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.0100 loss: 2.0100 2022/08/10 22:09:15 - mmengine - INFO - Epoch(train) [15][360/1879] lr: 2.0000e-02 eta: 12:13:16 time: 0.6222 data_time: 0.0200 memory: 13712 grad_norm: 3.6512 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.2011 loss: 2.2011 2022/08/10 22:09:28 - mmengine - INFO - Epoch(train) [15][380/1879] lr: 2.0000e-02 eta: 12:13:03 time: 0.6484 data_time: 0.0188 memory: 13712 grad_norm: 3.6863 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 1.8922 loss: 1.8922 2022/08/10 22:09:40 - mmengine - INFO - Epoch(train) [15][400/1879] lr: 2.0000e-02 eta: 12:12:46 time: 0.5807 data_time: 0.0185 memory: 13712 grad_norm: 3.7979 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1560 loss: 2.1560 2022/08/10 22:09:51 - mmengine - INFO - Epoch(train) [15][420/1879] lr: 2.0000e-02 eta: 12:12:29 time: 0.5840 data_time: 0.0188 memory: 13712 grad_norm: 3.7107 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.1252 loss: 2.1252 2022/08/10 22:10:03 - mmengine - INFO - Epoch(train) [15][440/1879] lr: 2.0000e-02 eta: 12:12:14 time: 0.6049 data_time: 0.0172 memory: 13712 grad_norm: 3.6932 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.1411 loss: 2.1411 2022/08/10 22:10:16 - mmengine - INFO - Epoch(train) [15][460/1879] lr: 2.0000e-02 eta: 12:12:00 time: 0.6317 data_time: 0.0693 memory: 13712 grad_norm: 3.7632 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.2990 loss: 2.2990 2022/08/10 22:10:28 - mmengine - INFO - Epoch(train) [15][480/1879] lr: 2.0000e-02 eta: 12:11:45 time: 0.6205 data_time: 0.0160 memory: 13712 grad_norm: 3.6750 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1807 loss: 2.1807 2022/08/10 22:10:40 - mmengine - INFO - Epoch(train) [15][500/1879] lr: 2.0000e-02 eta: 12:11:29 time: 0.5907 data_time: 0.0220 memory: 13712 grad_norm: 3.7412 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.8599 loss: 1.8599 2022/08/10 22:10:52 - mmengine - INFO - Epoch(train) [15][520/1879] lr: 2.0000e-02 eta: 12:11:12 time: 0.5882 data_time: 0.0234 memory: 13712 grad_norm: 3.7032 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1074 loss: 2.1074 2022/08/10 22:11:04 - mmengine - INFO - Epoch(train) [15][540/1879] lr: 2.0000e-02 eta: 12:10:56 time: 0.5792 data_time: 0.0183 memory: 13712 grad_norm: 3.7028 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.1452 loss: 2.1452 2022/08/10 22:11:15 - mmengine - INFO - Epoch(train) [15][560/1879] lr: 2.0000e-02 eta: 12:10:39 time: 0.5783 data_time: 0.0180 memory: 13712 grad_norm: 3.7181 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9300 loss: 1.9300 2022/08/10 22:11:27 - mmengine - INFO - Epoch(train) [15][580/1879] lr: 2.0000e-02 eta: 12:10:22 time: 0.5783 data_time: 0.0182 memory: 13712 grad_norm: 3.7518 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.1322 loss: 2.1322 2022/08/10 22:11:38 - mmengine - INFO - Epoch(train) [15][600/1879] lr: 2.0000e-02 eta: 12:10:05 time: 0.5749 data_time: 0.0164 memory: 13712 grad_norm: 3.6406 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2203 loss: 2.2203 2022/08/10 22:11:50 - mmengine - INFO - Epoch(train) [15][620/1879] lr: 2.0000e-02 eta: 12:09:48 time: 0.5800 data_time: 0.0194 memory: 13712 grad_norm: 3.6912 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0069 loss: 2.0069 2022/08/10 22:12:02 - mmengine - INFO - Epoch(train) [15][640/1879] lr: 2.0000e-02 eta: 12:09:32 time: 0.5973 data_time: 0.0374 memory: 13712 grad_norm: 3.7229 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.0187 loss: 2.0187 2022/08/10 22:12:13 - mmengine - INFO - Epoch(train) [15][660/1879] lr: 2.0000e-02 eta: 12:09:16 time: 0.5856 data_time: 0.0186 memory: 13712 grad_norm: 3.7255 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0774 loss: 2.0774 2022/08/10 22:12:25 - mmengine - INFO - Epoch(train) [15][680/1879] lr: 2.0000e-02 eta: 12:09:00 time: 0.5860 data_time: 0.0203 memory: 13712 grad_norm: 3.5933 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.1399 loss: 2.1399 2022/08/10 22:12:34 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 22:12:37 - mmengine - INFO - Epoch(train) [15][700/1879] lr: 2.0000e-02 eta: 12:08:44 time: 0.5917 data_time: 0.0167 memory: 13712 grad_norm: 3.6582 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.2998 loss: 2.2998 2022/08/10 22:12:49 - mmengine - INFO - Epoch(train) [15][720/1879] lr: 2.0000e-02 eta: 12:08:27 time: 0.5881 data_time: 0.0201 memory: 13712 grad_norm: 3.6332 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.1828 loss: 2.1828 2022/08/10 22:13:01 - mmengine - INFO - Epoch(train) [15][740/1879] lr: 2.0000e-02 eta: 12:08:12 time: 0.6087 data_time: 0.0442 memory: 13712 grad_norm: 3.6717 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.0239 loss: 2.0239 2022/08/10 22:13:13 - mmengine - INFO - Epoch(train) [15][760/1879] lr: 2.0000e-02 eta: 12:07:55 time: 0.5830 data_time: 0.0169 memory: 13712 grad_norm: 3.7697 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.0572 loss: 2.0572 2022/08/10 22:13:24 - mmengine - INFO - Epoch(train) [15][780/1879] lr: 2.0000e-02 eta: 12:07:39 time: 0.5813 data_time: 0.0186 memory: 13712 grad_norm: 3.6321 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.1170 loss: 2.1170 2022/08/10 22:13:36 - mmengine - INFO - Epoch(train) [15][800/1879] lr: 2.0000e-02 eta: 12:07:23 time: 0.6022 data_time: 0.0188 memory: 13712 grad_norm: 3.7060 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9588 loss: 1.9588 2022/08/10 22:13:48 - mmengine - INFO - Epoch(train) [15][820/1879] lr: 2.0000e-02 eta: 12:07:08 time: 0.5979 data_time: 0.0176 memory: 13712 grad_norm: 3.6135 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1095 loss: 2.1095 2022/08/10 22:14:00 - mmengine - INFO - Epoch(train) [15][840/1879] lr: 2.0000e-02 eta: 12:06:51 time: 0.5916 data_time: 0.0178 memory: 13712 grad_norm: 3.6059 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.3811 loss: 2.3811 2022/08/10 22:14:13 - mmengine - INFO - Epoch(train) [15][860/1879] lr: 2.0000e-02 eta: 12:06:38 time: 0.6442 data_time: 0.0229 memory: 13712 grad_norm: 3.6056 top1_acc: 0.3125 top5_acc: 0.8750 loss_cls: 1.9667 loss: 1.9667 2022/08/10 22:14:25 - mmengine - INFO - Epoch(train) [15][880/1879] lr: 2.0000e-02 eta: 12:06:22 time: 0.5845 data_time: 0.0281 memory: 13712 grad_norm: 3.7021 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.1063 loss: 2.1063 2022/08/10 22:14:38 - mmengine - INFO - Epoch(train) [15][900/1879] lr: 2.0000e-02 eta: 12:06:09 time: 0.6626 data_time: 0.0163 memory: 13712 grad_norm: 3.6630 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.1437 loss: 2.1437 2022/08/10 22:14:49 - mmengine - INFO - Epoch(train) [15][920/1879] lr: 2.0000e-02 eta: 12:05:52 time: 0.5735 data_time: 0.0181 memory: 13712 grad_norm: 3.6233 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.0621 loss: 2.0621 2022/08/10 22:15:01 - mmengine - INFO - Epoch(train) [15][940/1879] lr: 2.0000e-02 eta: 12:05:35 time: 0.5751 data_time: 0.0185 memory: 13712 grad_norm: 3.6863 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9021 loss: 1.9021 2022/08/10 22:15:12 - mmengine - INFO - Epoch(train) [15][960/1879] lr: 2.0000e-02 eta: 12:05:19 time: 0.5790 data_time: 0.0175 memory: 13712 grad_norm: 3.6387 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.0079 loss: 2.0079 2022/08/10 22:15:24 - mmengine - INFO - Epoch(train) [15][980/1879] lr: 2.0000e-02 eta: 12:05:01 time: 0.5718 data_time: 0.0177 memory: 13712 grad_norm: 3.7552 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.2144 loss: 2.2144 2022/08/10 22:15:35 - mmengine - INFO - Epoch(train) [15][1000/1879] lr: 2.0000e-02 eta: 12:04:45 time: 0.5718 data_time: 0.0173 memory: 13712 grad_norm: 3.6774 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.0417 loss: 2.0417 2022/08/10 22:15:47 - mmengine - INFO - Epoch(train) [15][1020/1879] lr: 2.0000e-02 eta: 12:04:27 time: 0.5702 data_time: 0.0183 memory: 13712 grad_norm: 3.7374 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.0897 loss: 2.0897 2022/08/10 22:15:58 - mmengine - INFO - Epoch(train) [15][1040/1879] lr: 2.0000e-02 eta: 12:04:11 time: 0.5757 data_time: 0.0177 memory: 13712 grad_norm: 3.6744 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.2021 loss: 2.2021 2022/08/10 22:16:10 - mmengine - INFO - Epoch(train) [15][1060/1879] lr: 2.0000e-02 eta: 12:03:54 time: 0.5731 data_time: 0.0186 memory: 13712 grad_norm: 3.7516 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9878 loss: 1.9878 2022/08/10 22:16:21 - mmengine - INFO - Epoch(train) [15][1080/1879] lr: 2.0000e-02 eta: 12:03:37 time: 0.5767 data_time: 0.0177 memory: 13712 grad_norm: 3.7043 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2210 loss: 2.2210 2022/08/10 22:16:36 - mmengine - INFO - Epoch(train) [15][1100/1879] lr: 2.0000e-02 eta: 12:03:27 time: 0.7219 data_time: 0.0171 memory: 13712 grad_norm: 3.6174 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.1216 loss: 2.1216 2022/08/10 22:16:47 - mmengine - INFO - Epoch(train) [15][1120/1879] lr: 2.0000e-02 eta: 12:03:11 time: 0.5874 data_time: 0.0214 memory: 13712 grad_norm: 3.6761 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.1438 loss: 2.1438 2022/08/10 22:16:59 - mmengine - INFO - Epoch(train) [15][1140/1879] lr: 2.0000e-02 eta: 12:02:55 time: 0.5795 data_time: 0.0176 memory: 13712 grad_norm: 3.7340 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9355 loss: 1.9355 2022/08/10 22:17:12 - mmengine - INFO - Epoch(train) [15][1160/1879] lr: 2.0000e-02 eta: 12:02:41 time: 0.6497 data_time: 0.0194 memory: 13712 grad_norm: 3.6224 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.2481 loss: 2.2481 2022/08/10 22:17:26 - mmengine - INFO - Epoch(train) [15][1180/1879] lr: 2.0000e-02 eta: 12:02:29 time: 0.6744 data_time: 0.0174 memory: 13712 grad_norm: 3.8100 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0319 loss: 2.0319 2022/08/10 22:17:37 - mmengine - INFO - Epoch(train) [15][1200/1879] lr: 2.0000e-02 eta: 12:02:13 time: 0.5846 data_time: 0.0179 memory: 13712 grad_norm: 3.7111 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9191 loss: 1.9191 2022/08/10 22:17:49 - mmengine - INFO - Epoch(train) [15][1220/1879] lr: 2.0000e-02 eta: 12:01:57 time: 0.5802 data_time: 0.0162 memory: 13712 grad_norm: 3.6970 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0418 loss: 2.0418 2022/08/10 22:18:00 - mmengine - INFO - Epoch(train) [15][1240/1879] lr: 2.0000e-02 eta: 12:01:40 time: 0.5803 data_time: 0.0194 memory: 13712 grad_norm: 3.7899 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.1532 loss: 2.1532 2022/08/10 22:18:12 - mmengine - INFO - Epoch(train) [15][1260/1879] lr: 2.0000e-02 eta: 12:01:24 time: 0.5835 data_time: 0.0164 memory: 13712 grad_norm: 3.7088 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0358 loss: 2.0358 2022/08/10 22:18:24 - mmengine - INFO - Epoch(train) [15][1280/1879] lr: 2.0000e-02 eta: 12:01:07 time: 0.5743 data_time: 0.0175 memory: 13712 grad_norm: 3.7005 top1_acc: 0.3750 top5_acc: 0.4375 loss_cls: 2.2580 loss: 2.2580 2022/08/10 22:18:35 - mmengine - INFO - Epoch(train) [15][1300/1879] lr: 2.0000e-02 eta: 12:00:50 time: 0.5731 data_time: 0.0175 memory: 13712 grad_norm: 3.7868 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2077 loss: 2.2077 2022/08/10 22:18:47 - mmengine - INFO - Epoch(train) [15][1320/1879] lr: 2.0000e-02 eta: 12:00:33 time: 0.5695 data_time: 0.0185 memory: 13712 grad_norm: 3.6345 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.2290 loss: 2.2290 2022/08/10 22:18:58 - mmengine - INFO - Epoch(train) [15][1340/1879] lr: 2.0000e-02 eta: 12:00:17 time: 0.5834 data_time: 0.0168 memory: 13712 grad_norm: 3.6861 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.0189 loss: 2.0189 2022/08/10 22:19:10 - mmengine - INFO - Epoch(train) [15][1360/1879] lr: 2.0000e-02 eta: 12:00:00 time: 0.5760 data_time: 0.0179 memory: 13712 grad_norm: 3.6444 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.0559 loss: 2.0559 2022/08/10 22:19:21 - mmengine - INFO - Epoch(train) [15][1380/1879] lr: 2.0000e-02 eta: 11:59:43 time: 0.5708 data_time: 0.0182 memory: 13712 grad_norm: 3.8010 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.2509 loss: 2.2509 2022/08/10 22:19:33 - mmengine - INFO - Epoch(train) [15][1400/1879] lr: 2.0000e-02 eta: 11:59:27 time: 0.5798 data_time: 0.0248 memory: 13712 grad_norm: 3.6625 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.1064 loss: 2.1064 2022/08/10 22:19:44 - mmengine - INFO - Epoch(train) [15][1420/1879] lr: 2.0000e-02 eta: 11:59:10 time: 0.5738 data_time: 0.0150 memory: 13712 grad_norm: 3.7789 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0629 loss: 2.0629 2022/08/10 22:19:56 - mmengine - INFO - Epoch(train) [15][1440/1879] lr: 2.0000e-02 eta: 11:58:54 time: 0.5809 data_time: 0.0159 memory: 13712 grad_norm: 3.7260 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2474 loss: 2.2474 2022/08/10 22:20:07 - mmengine - INFO - Epoch(train) [15][1460/1879] lr: 2.0000e-02 eta: 11:58:37 time: 0.5811 data_time: 0.0174 memory: 13712 grad_norm: 3.6984 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.2587 loss: 2.2587 2022/08/10 22:20:19 - mmengine - INFO - Epoch(train) [15][1480/1879] lr: 2.0000e-02 eta: 11:58:21 time: 0.5807 data_time: 0.0242 memory: 13712 grad_norm: 3.5922 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.1606 loss: 2.1606 2022/08/10 22:20:31 - mmengine - INFO - Epoch(train) [15][1500/1879] lr: 2.0000e-02 eta: 11:58:04 time: 0.5791 data_time: 0.0188 memory: 13712 grad_norm: 3.5847 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1084 loss: 2.1084 2022/08/10 22:20:42 - mmengine - INFO - Epoch(train) [15][1520/1879] lr: 2.0000e-02 eta: 11:57:48 time: 0.5781 data_time: 0.0187 memory: 13712 grad_norm: 3.6976 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.0180 loss: 2.0180 2022/08/10 22:20:54 - mmengine - INFO - Epoch(train) [15][1540/1879] lr: 2.0000e-02 eta: 11:57:31 time: 0.5709 data_time: 0.0177 memory: 13712 grad_norm: 3.6862 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.2700 loss: 2.2700 2022/08/10 22:21:05 - mmengine - INFO - Epoch(train) [15][1560/1879] lr: 2.0000e-02 eta: 11:57:14 time: 0.5742 data_time: 0.0186 memory: 13712 grad_norm: 3.6976 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2794 loss: 2.2794 2022/08/10 22:21:16 - mmengine - INFO - Epoch(train) [15][1580/1879] lr: 2.0000e-02 eta: 11:56:57 time: 0.5676 data_time: 0.0174 memory: 13712 grad_norm: 3.6720 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.0068 loss: 2.0068 2022/08/10 22:21:28 - mmengine - INFO - Epoch(train) [15][1600/1879] lr: 2.0000e-02 eta: 11:56:41 time: 0.5753 data_time: 0.0195 memory: 13712 grad_norm: 3.6866 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.0669 loss: 2.0669 2022/08/10 22:21:39 - mmengine - INFO - Epoch(train) [15][1620/1879] lr: 2.0000e-02 eta: 11:56:24 time: 0.5744 data_time: 0.0159 memory: 13712 grad_norm: 3.7342 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0724 loss: 2.0724 2022/08/10 22:21:51 - mmengine - INFO - Epoch(train) [15][1640/1879] lr: 2.0000e-02 eta: 11:56:07 time: 0.5748 data_time: 0.0180 memory: 13712 grad_norm: 3.7121 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1043 loss: 2.1043 2022/08/10 22:22:03 - mmengine - INFO - Epoch(train) [15][1660/1879] lr: 2.0000e-02 eta: 11:55:52 time: 0.6009 data_time: 0.0345 memory: 13712 grad_norm: 3.6518 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1355 loss: 2.1355 2022/08/10 22:22:14 - mmengine - INFO - Epoch(train) [15][1680/1879] lr: 2.0000e-02 eta: 11:55:35 time: 0.5743 data_time: 0.0181 memory: 13712 grad_norm: 3.6249 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0949 loss: 2.0949 2022/08/10 22:22:23 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 22:22:26 - mmengine - INFO - Epoch(train) [15][1700/1879] lr: 2.0000e-02 eta: 11:55:19 time: 0.5770 data_time: 0.0171 memory: 13712 grad_norm: 3.8012 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2523 loss: 2.2523 2022/08/10 22:22:38 - mmengine - INFO - Epoch(train) [15][1720/1879] lr: 2.0000e-02 eta: 11:55:02 time: 0.5736 data_time: 0.0185 memory: 13712 grad_norm: 3.5860 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.1738 loss: 2.1738 2022/08/10 22:24:14 - mmengine - INFO - Epoch(train) [15][1740/1879] lr: 2.0000e-02 eta: 11:58:04 time: 4.8038 data_time: 4.2344 memory: 13712 grad_norm: 3.6895 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9124 loss: 1.9124 2022/08/10 22:24:25 - mmengine - INFO - Epoch(train) [15][1760/1879] lr: 2.0000e-02 eta: 11:57:48 time: 0.5843 data_time: 0.0214 memory: 13712 grad_norm: 3.6183 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.0690 loss: 2.0690 2022/08/10 22:24:38 - mmengine - INFO - Epoch(train) [15][1780/1879] lr: 2.0000e-02 eta: 11:57:33 time: 0.6132 data_time: 0.0531 memory: 13712 grad_norm: 3.5694 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0718 loss: 2.0718 2022/08/10 22:24:49 - mmengine - INFO - Epoch(train) [15][1800/1879] lr: 2.0000e-02 eta: 11:57:17 time: 0.5786 data_time: 0.0185 memory: 13712 grad_norm: 3.6605 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.8923 loss: 1.8923 2022/08/10 22:25:01 - mmengine - INFO - Epoch(train) [15][1820/1879] lr: 2.0000e-02 eta: 11:57:00 time: 0.5778 data_time: 0.0169 memory: 13712 grad_norm: 3.6141 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2105 loss: 2.2105 2022/08/10 22:25:19 - mmengine - INFO - Epoch(train) [15][1840/1879] lr: 2.0000e-02 eta: 11:56:59 time: 0.9127 data_time: 0.0200 memory: 13712 grad_norm: 3.6607 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1307 loss: 2.1307 2022/08/10 22:25:32 - mmengine - INFO - Epoch(train) [15][1860/1879] lr: 2.0000e-02 eta: 11:56:45 time: 0.6361 data_time: 0.0144 memory: 13712 grad_norm: 3.6764 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.1352 loss: 2.1352 2022/08/10 22:25:42 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 22:25:42 - mmengine - INFO - Epoch(train) [15][1879/1879] lr: 2.0000e-02 eta: 11:56:45 time: 0.5530 data_time: 0.0180 memory: 13712 grad_norm: 3.6899 top1_acc: 0.4286 top5_acc: 0.5714 loss_cls: 2.0184 loss: 2.0184 2022/08/10 22:25:42 - mmengine - INFO - Saving checkpoint at 15 epochs 2022/08/10 22:27:06 - mmengine - INFO - Epoch(val) [15][20/155] eta: 0:09:14 time: 4.1050 data_time: 2.7277 memory: 14838 2022/08/10 22:28:03 - mmengine - INFO - Epoch(val) [15][40/155] eta: 0:05:28 time: 2.8558 data_time: 1.4804 memory: 14838 2022/08/10 22:29:13 - mmengine - INFO - Epoch(val) [15][60/155] eta: 0:05:30 time: 3.4761 data_time: 2.1051 memory: 14838 2022/08/10 22:30:11 - mmengine - INFO - Epoch(val) [15][80/155] eta: 0:03:39 time: 2.9328 data_time: 1.5579 memory: 14838 2022/08/10 22:31:19 - mmengine - INFO - Epoch(val) [15][100/155] eta: 0:03:06 time: 3.3976 data_time: 2.0229 memory: 14838 2022/08/10 22:32:20 - mmengine - INFO - Epoch(val) [15][120/155] eta: 0:01:46 time: 3.0499 data_time: 1.6803 memory: 14838 2022/08/10 22:33:34 - mmengine - INFO - Epoch(val) [15][140/155] eta: 0:00:55 time: 3.7107 data_time: 2.3480 memory: 14838 2022/08/10 22:34:27 - mmengine - INFO - Epoch(val) [15][155/155] acc/top1: 0.6027 acc/top5: 0.8358 acc/mean1: 0.6025 2022/08/10 22:34:43 - mmengine - INFO - Epoch(train) [16][20/1879] lr: 2.0000e-02 eta: 11:55:58 time: 0.8079 data_time: 0.1009 memory: 14838 grad_norm: 3.6351 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0625 loss: 2.0625 2022/08/10 22:34:56 - mmengine - INFO - Epoch(train) [16][40/1879] lr: 2.0000e-02 eta: 11:55:44 time: 0.6474 data_time: 0.0186 memory: 13712 grad_norm: 3.6804 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0588 loss: 2.0588 2022/08/10 22:35:10 - mmengine - INFO - Epoch(train) [16][60/1879] lr: 2.0000e-02 eta: 11:55:32 time: 0.6653 data_time: 0.0294 memory: 13712 grad_norm: 3.6294 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 2.0738 loss: 2.0738 2022/08/10 22:35:23 - mmengine - INFO - Epoch(train) [16][80/1879] lr: 2.0000e-02 eta: 11:55:19 time: 0.6640 data_time: 0.0180 memory: 13712 grad_norm: 3.6757 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0066 loss: 2.0066 2022/08/10 22:35:37 - mmengine - INFO - Epoch(train) [16][100/1879] lr: 2.0000e-02 eta: 11:55:08 time: 0.6838 data_time: 0.0181 memory: 13712 grad_norm: 3.6443 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1642 loss: 2.1642 2022/08/10 22:35:51 - mmengine - INFO - Epoch(train) [16][120/1879] lr: 2.0000e-02 eta: 11:54:58 time: 0.7249 data_time: 0.0442 memory: 13712 grad_norm: 3.7521 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.9239 loss: 1.9239 2022/08/10 22:36:17 - mmengine - INFO - Epoch(train) [16][140/1879] lr: 2.0000e-02 eta: 11:55:14 time: 1.2865 data_time: 0.0158 memory: 13712 grad_norm: 3.7166 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.9425 loss: 1.9425 2022/08/10 22:36:29 - mmengine - INFO - Epoch(train) [16][160/1879] lr: 2.0000e-02 eta: 11:54:58 time: 0.5916 data_time: 0.0217 memory: 13712 grad_norm: 3.7536 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.9341 loss: 1.9341 2022/08/10 22:36:43 - mmengine - INFO - Epoch(train) [16][180/1879] lr: 2.0000e-02 eta: 11:54:47 time: 0.6919 data_time: 0.0176 memory: 13712 grad_norm: 3.6549 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.1805 loss: 2.1805 2022/08/10 22:36:56 - mmengine - INFO - Epoch(train) [16][200/1879] lr: 2.0000e-02 eta: 11:54:35 time: 0.6712 data_time: 0.0182 memory: 13712 grad_norm: 3.7386 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1123 loss: 2.1123 2022/08/10 22:37:08 - mmengine - INFO - Epoch(train) [16][220/1879] lr: 2.0000e-02 eta: 11:54:20 time: 0.6166 data_time: 0.0167 memory: 13712 grad_norm: 3.6001 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9389 loss: 1.9389 2022/08/10 22:37:22 - mmengine - INFO - Epoch(train) [16][240/1879] lr: 2.0000e-02 eta: 11:54:07 time: 0.6608 data_time: 0.0332 memory: 13712 grad_norm: 3.7210 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1042 loss: 2.1042 2022/08/10 22:37:41 - mmengine - INFO - Epoch(train) [16][260/1879] lr: 2.0000e-02 eta: 11:54:10 time: 0.9899 data_time: 0.4275 memory: 13712 grad_norm: 3.6607 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.0343 loss: 2.0343 2022/08/10 22:37:53 - mmengine - INFO - Epoch(train) [16][280/1879] lr: 2.0000e-02 eta: 11:53:54 time: 0.5965 data_time: 0.0167 memory: 13712 grad_norm: 3.7308 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.0459 loss: 2.0459 2022/08/10 22:38:07 - mmengine - INFO - Epoch(train) [16][300/1879] lr: 2.0000e-02 eta: 11:53:41 time: 0.6698 data_time: 0.0185 memory: 13712 grad_norm: 3.7552 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.2187 loss: 2.2187 2022/08/10 22:38:21 - mmengine - INFO - Epoch(train) [16][320/1879] lr: 2.0000e-02 eta: 11:53:30 time: 0.6970 data_time: 0.0179 memory: 13712 grad_norm: 3.6129 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0273 loss: 2.0273 2022/08/10 22:38:32 - mmengine - INFO - Epoch(train) [16][340/1879] lr: 2.0000e-02 eta: 11:53:14 time: 0.5814 data_time: 0.0167 memory: 13712 grad_norm: 3.7171 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2001 loss: 2.2001 2022/08/10 22:38:46 - mmengine - INFO - Epoch(train) [16][360/1879] lr: 2.0000e-02 eta: 11:53:03 time: 0.7103 data_time: 0.0171 memory: 13712 grad_norm: 3.6224 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.9721 loss: 1.9721 2022/08/10 22:38:58 - mmengine - INFO - Epoch(train) [16][380/1879] lr: 2.0000e-02 eta: 11:52:47 time: 0.5747 data_time: 0.0173 memory: 13712 grad_norm: 3.6667 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.0695 loss: 2.0695 2022/08/10 22:39:11 - mmengine - INFO - Epoch(train) [16][400/1879] lr: 2.0000e-02 eta: 11:52:35 time: 0.6746 data_time: 0.0204 memory: 13712 grad_norm: 3.7799 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2209 loss: 2.2209 2022/08/10 22:39:25 - mmengine - INFO - Epoch(train) [16][420/1879] lr: 2.0000e-02 eta: 11:52:23 time: 0.6807 data_time: 0.0154 memory: 13712 grad_norm: 3.7040 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.0327 loss: 2.0327 2022/08/10 22:39:37 - mmengine - INFO - Epoch(train) [16][440/1879] lr: 2.0000e-02 eta: 11:52:06 time: 0.5775 data_time: 0.0185 memory: 13712 grad_norm: 3.8278 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.0381 loss: 2.0381 2022/08/10 22:39:51 - mmengine - INFO - Epoch(train) [16][460/1879] lr: 2.0000e-02 eta: 11:51:56 time: 0.7165 data_time: 0.0177 memory: 13712 grad_norm: 3.6702 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9383 loss: 1.9383 2022/08/10 22:40:03 - mmengine - INFO - Epoch(train) [16][480/1879] lr: 2.0000e-02 eta: 11:51:42 time: 0.6268 data_time: 0.0185 memory: 13712 grad_norm: 3.6902 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0789 loss: 2.0789 2022/08/10 22:40:21 - mmengine - INFO - Epoch(train) [16][500/1879] lr: 2.0000e-02 eta: 11:51:38 time: 0.8740 data_time: 0.1656 memory: 13712 grad_norm: 3.7013 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.9657 loss: 1.9657 2022/08/10 22:40:33 - mmengine - INFO - Epoch(train) [16][520/1879] lr: 2.0000e-02 eta: 11:51:22 time: 0.5906 data_time: 0.0168 memory: 13712 grad_norm: 3.6969 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.1845 loss: 2.1845 2022/08/10 22:40:50 - mmengine - INFO - Epoch(train) [16][540/1879] lr: 2.0000e-02 eta: 11:51:19 time: 0.8716 data_time: 0.0186 memory: 13712 grad_norm: 3.7225 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 2.3586 loss: 2.3586 2022/08/10 22:41:06 - mmengine - INFO - Epoch(train) [16][560/1879] lr: 2.0000e-02 eta: 11:51:11 time: 0.7704 data_time: 0.0195 memory: 13712 grad_norm: 3.7037 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.1359 loss: 2.1359 2022/08/10 22:41:17 - mmengine - INFO - Epoch(train) [16][580/1879] lr: 2.0000e-02 eta: 11:50:55 time: 0.5748 data_time: 0.0163 memory: 13712 grad_norm: 3.7461 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.0999 loss: 2.0999 2022/08/10 22:41:30 - mmengine - INFO - Epoch(train) [16][600/1879] lr: 2.0000e-02 eta: 11:50:41 time: 0.6459 data_time: 0.0414 memory: 13712 grad_norm: 3.6733 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0350 loss: 2.0350 2022/08/10 22:41:43 - mmengine - INFO - Epoch(train) [16][620/1879] lr: 2.0000e-02 eta: 11:50:27 time: 0.6235 data_time: 0.0180 memory: 13712 grad_norm: 3.7048 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8999 loss: 1.8999 2022/08/10 22:41:57 - mmengine - INFO - Epoch(train) [16][640/1879] lr: 2.0000e-02 eta: 11:50:16 time: 0.7135 data_time: 0.0198 memory: 13712 grad_norm: 3.6688 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.0496 loss: 2.0496 2022/08/10 22:42:09 - mmengine - INFO - Epoch(train) [16][660/1879] lr: 2.0000e-02 eta: 11:50:01 time: 0.5946 data_time: 0.0151 memory: 13712 grad_norm: 3.6915 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.0255 loss: 2.0255 2022/08/10 22:42:23 - mmengine - INFO - Epoch(train) [16][680/1879] lr: 2.0000e-02 eta: 11:49:50 time: 0.7121 data_time: 0.0202 memory: 13712 grad_norm: 3.6270 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.1597 loss: 2.1597 2022/08/10 22:42:40 - mmengine - INFO - Epoch(train) [16][700/1879] lr: 2.0000e-02 eta: 11:49:45 time: 0.8431 data_time: 0.0162 memory: 13712 grad_norm: 3.6596 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0654 loss: 2.0654 2022/08/10 22:42:54 - mmengine - INFO - Epoch(train) [16][720/1879] lr: 2.0000e-02 eta: 11:49:35 time: 0.7153 data_time: 0.1163 memory: 13712 grad_norm: 3.7215 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0223 loss: 2.0223 2022/08/10 22:43:06 - mmengine - INFO - Epoch(train) [16][740/1879] lr: 2.0000e-02 eta: 11:49:19 time: 0.5773 data_time: 0.0141 memory: 13712 grad_norm: 3.6616 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.9974 loss: 1.9974 2022/08/10 22:43:18 - mmengine - INFO - Epoch(train) [16][760/1879] lr: 2.0000e-02 eta: 11:49:04 time: 0.6300 data_time: 0.0171 memory: 13712 grad_norm: 3.6782 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9142 loss: 1.9142 2022/08/10 22:43:32 - mmengine - INFO - Epoch(train) [16][780/1879] lr: 2.0000e-02 eta: 11:48:54 time: 0.7097 data_time: 0.0186 memory: 13712 grad_norm: 3.7379 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.1289 loss: 2.1289 2022/08/10 22:43:45 - mmengine - INFO - Epoch(train) [16][800/1879] lr: 2.0000e-02 eta: 11:48:40 time: 0.6331 data_time: 0.0187 memory: 13712 grad_norm: 3.5946 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 2.1015 loss: 2.1015 2022/08/10 22:43:54 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 22:43:57 - mmengine - INFO - Epoch(train) [16][820/1879] lr: 2.0000e-02 eta: 11:48:24 time: 0.5873 data_time: 0.0197 memory: 13712 grad_norm: 3.7265 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.0297 loss: 2.0297 2022/08/10 22:44:11 - mmengine - INFO - Epoch(train) [16][840/1879] lr: 2.0000e-02 eta: 11:48:12 time: 0.6969 data_time: 0.0183 memory: 13712 grad_norm: 3.6082 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9204 loss: 1.9204 2022/08/10 22:44:25 - mmengine - INFO - Epoch(train) [16][860/1879] lr: 2.0000e-02 eta: 11:48:01 time: 0.6835 data_time: 0.0520 memory: 13712 grad_norm: 3.8372 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.2183 loss: 2.2183 2022/08/10 22:44:37 - mmengine - INFO - Epoch(train) [16][880/1879] lr: 2.0000e-02 eta: 11:47:45 time: 0.6074 data_time: 0.0420 memory: 13712 grad_norm: 3.6548 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.9527 loss: 1.9527 2022/08/10 22:44:50 - mmengine - INFO - Epoch(train) [16][900/1879] lr: 2.0000e-02 eta: 11:47:33 time: 0.6590 data_time: 0.0175 memory: 13712 grad_norm: 3.6530 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.9573 loss: 1.9573 2022/08/10 22:45:05 - mmengine - INFO - Epoch(train) [16][920/1879] lr: 2.0000e-02 eta: 11:47:25 time: 0.7694 data_time: 0.0168 memory: 13712 grad_norm: 3.5906 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.1182 loss: 2.1182 2022/08/10 22:45:20 - mmengine - INFO - Epoch(train) [16][940/1879] lr: 2.0000e-02 eta: 11:47:16 time: 0.7471 data_time: 0.0180 memory: 13712 grad_norm: 3.5898 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0199 loss: 2.0199 2022/08/10 22:45:39 - mmengine - INFO - Epoch(train) [16][960/1879] lr: 2.0000e-02 eta: 11:47:15 time: 0.9285 data_time: 0.0194 memory: 13712 grad_norm: 3.6796 top1_acc: 0.3750 top5_acc: 0.4375 loss_cls: 2.3436 loss: 2.3436 2022/08/10 22:45:54 - mmengine - INFO - Epoch(train) [16][980/1879] lr: 2.0000e-02 eta: 11:47:08 time: 0.7873 data_time: 0.0202 memory: 13712 grad_norm: 3.6461 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0109 loss: 2.0109 2022/08/10 22:46:13 - mmengine - INFO - Epoch(train) [16][1000/1879] lr: 2.0000e-02 eta: 11:47:07 time: 0.9351 data_time: 0.0165 memory: 13712 grad_norm: 3.7641 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9225 loss: 1.9225 2022/08/10 22:46:25 - mmengine - INFO - Epoch(train) [16][1020/1879] lr: 2.0000e-02 eta: 11:46:51 time: 0.5834 data_time: 0.0212 memory: 13712 grad_norm: 3.7462 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1356 loss: 2.1356 2022/08/10 22:46:37 - mmengine - INFO - Epoch(train) [16][1040/1879] lr: 2.0000e-02 eta: 11:46:34 time: 0.5834 data_time: 0.0193 memory: 13712 grad_norm: 3.6278 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.8251 loss: 1.8251 2022/08/10 22:46:48 - mmengine - INFO - Epoch(train) [16][1060/1879] lr: 2.0000e-02 eta: 11:46:18 time: 0.5905 data_time: 0.0175 memory: 13712 grad_norm: 3.6375 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1126 loss: 2.1126 2022/08/10 22:47:10 - mmengine - INFO - Epoch(train) [16][1080/1879] lr: 2.0000e-02 eta: 11:46:23 time: 1.0651 data_time: 0.0169 memory: 13712 grad_norm: 3.6784 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0831 loss: 2.0831 2022/08/10 22:47:21 - mmengine - INFO - Epoch(train) [16][1100/1879] lr: 2.0000e-02 eta: 11:46:07 time: 0.5756 data_time: 0.0192 memory: 13712 grad_norm: 3.6107 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.0659 loss: 2.0659 2022/08/10 22:47:36 - mmengine - INFO - Epoch(train) [16][1120/1879] lr: 2.0000e-02 eta: 11:45:58 time: 0.7484 data_time: 0.1242 memory: 13712 grad_norm: 3.7716 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.1374 loss: 2.1374 2022/08/10 22:47:50 - mmengine - INFO - Epoch(train) [16][1140/1879] lr: 2.0000e-02 eta: 11:45:47 time: 0.7135 data_time: 0.1529 memory: 13712 grad_norm: 3.6441 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9178 loss: 1.9178 2022/08/10 22:48:03 - mmengine - INFO - Epoch(train) [16][1160/1879] lr: 2.0000e-02 eta: 11:45:32 time: 0.6180 data_time: 0.0238 memory: 13712 grad_norm: 3.7555 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9996 loss: 1.9996 2022/08/10 22:48:18 - mmengine - INFO - Epoch(train) [16][1180/1879] lr: 2.0000e-02 eta: 11:45:23 time: 0.7415 data_time: 0.0175 memory: 13712 grad_norm: 3.6978 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.3617 loss: 2.3617 2022/08/10 22:48:29 - mmengine - INFO - Epoch(train) [16][1200/1879] lr: 2.0000e-02 eta: 11:45:07 time: 0.5794 data_time: 0.0164 memory: 13712 grad_norm: 3.6238 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.2519 loss: 2.2519 2022/08/10 22:48:44 - mmengine - INFO - Epoch(train) [16][1220/1879] lr: 2.0000e-02 eta: 11:44:58 time: 0.7547 data_time: 0.0177 memory: 13712 grad_norm: 3.5863 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.1258 loss: 2.1258 2022/08/10 22:48:57 - mmengine - INFO - Epoch(train) [16][1240/1879] lr: 2.0000e-02 eta: 11:44:44 time: 0.6452 data_time: 0.0172 memory: 13712 grad_norm: 3.6744 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.1135 loss: 2.1135 2022/08/10 22:49:09 - mmengine - INFO - Epoch(train) [16][1260/1879] lr: 2.0000e-02 eta: 11:44:28 time: 0.5830 data_time: 0.0174 memory: 13712 grad_norm: 3.6093 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.8889 loss: 1.8889 2022/08/10 22:49:21 - mmengine - INFO - Epoch(train) [16][1280/1879] lr: 2.0000e-02 eta: 11:44:12 time: 0.5831 data_time: 0.0182 memory: 13712 grad_norm: 3.6580 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9740 loss: 1.9740 2022/08/10 22:49:34 - mmengine - INFO - Epoch(train) [16][1300/1879] lr: 2.0000e-02 eta: 11:44:01 time: 0.6969 data_time: 0.0172 memory: 13712 grad_norm: 3.6148 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 2.0351 loss: 2.0351 2022/08/10 22:49:51 - mmengine - INFO - Epoch(train) [16][1320/1879] lr: 2.0000e-02 eta: 11:43:55 time: 0.8307 data_time: 0.0216 memory: 13712 grad_norm: 3.6916 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.1119 loss: 2.1119 2022/08/10 22:50:07 - mmengine - INFO - Epoch(train) [16][1340/1879] lr: 2.0000e-02 eta: 11:43:49 time: 0.8192 data_time: 0.0154 memory: 13712 grad_norm: 3.6455 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9485 loss: 1.9485 2022/08/10 22:50:19 - mmengine - INFO - Epoch(train) [16][1360/1879] lr: 2.0000e-02 eta: 11:43:33 time: 0.5796 data_time: 0.0203 memory: 13712 grad_norm: 3.6806 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.0988 loss: 2.0988 2022/08/10 22:50:31 - mmengine - INFO - Epoch(train) [16][1380/1879] lr: 2.0000e-02 eta: 11:43:16 time: 0.5785 data_time: 0.0158 memory: 13712 grad_norm: 3.6084 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 2.0721 loss: 2.0721 2022/08/10 22:50:44 - mmengine - INFO - Epoch(train) [16][1400/1879] lr: 2.0000e-02 eta: 11:43:05 time: 0.6911 data_time: 0.0193 memory: 13712 grad_norm: 3.6211 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0593 loss: 2.0593 2022/08/10 22:51:01 - mmengine - INFO - Epoch(train) [16][1420/1879] lr: 2.0000e-02 eta: 11:42:59 time: 0.8188 data_time: 0.0153 memory: 13712 grad_norm: 3.5892 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9922 loss: 1.9922 2022/08/10 22:51:12 - mmengine - INFO - Epoch(train) [16][1440/1879] lr: 2.0000e-02 eta: 11:42:42 time: 0.5808 data_time: 0.0186 memory: 13712 grad_norm: 3.6465 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9682 loss: 1.9682 2022/08/10 22:51:30 - mmengine - INFO - Epoch(train) [16][1460/1879] lr: 2.0000e-02 eta: 11:42:40 time: 0.8940 data_time: 0.0195 memory: 13712 grad_norm: 3.6300 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1780 loss: 2.1780 2022/08/10 22:51:42 - mmengine - INFO - Epoch(train) [16][1480/1879] lr: 2.0000e-02 eta: 11:42:24 time: 0.5931 data_time: 0.0178 memory: 13712 grad_norm: 3.6409 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 2.0368 loss: 2.0368 2022/08/10 22:51:59 - mmengine - INFO - Epoch(train) [16][1500/1879] lr: 2.0000e-02 eta: 11:42:19 time: 0.8559 data_time: 0.0177 memory: 13712 grad_norm: 3.7318 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.1435 loss: 2.1435 2022/08/10 22:52:12 - mmengine - INFO - Epoch(train) [16][1520/1879] lr: 2.0000e-02 eta: 11:42:04 time: 0.6093 data_time: 0.0505 memory: 13712 grad_norm: 3.7099 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.0155 loss: 2.0155 2022/08/10 22:52:25 - mmengine - INFO - Epoch(train) [16][1540/1879] lr: 2.0000e-02 eta: 11:41:51 time: 0.6608 data_time: 0.0180 memory: 13712 grad_norm: 3.7356 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 1.9052 loss: 1.9052 2022/08/10 22:52:36 - mmengine - INFO - Epoch(train) [16][1560/1879] lr: 2.0000e-02 eta: 11:41:35 time: 0.5826 data_time: 0.0183 memory: 13712 grad_norm: 3.6441 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.4892 loss: 2.4892 2022/08/10 22:52:48 - mmengine - INFO - Epoch(train) [16][1580/1879] lr: 2.0000e-02 eta: 11:41:19 time: 0.5814 data_time: 0.0167 memory: 13712 grad_norm: 3.6632 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9162 loss: 1.9162 2022/08/10 22:53:04 - mmengine - INFO - Epoch(train) [16][1600/1879] lr: 2.0000e-02 eta: 11:41:12 time: 0.7922 data_time: 0.0223 memory: 13712 grad_norm: 3.6340 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.0099 loss: 2.0099 2022/08/10 22:53:17 - mmengine - INFO - Epoch(train) [16][1620/1879] lr: 2.0000e-02 eta: 11:40:59 time: 0.6772 data_time: 0.0761 memory: 13712 grad_norm: 3.6891 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.0354 loss: 2.0354 2022/08/10 22:53:33 - mmengine - INFO - Epoch(train) [16][1640/1879] lr: 2.0000e-02 eta: 11:40:51 time: 0.7773 data_time: 0.0173 memory: 13712 grad_norm: 3.6446 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0580 loss: 2.0580 2022/08/10 22:53:45 - mmengine - INFO - Epoch(train) [16][1660/1879] lr: 2.0000e-02 eta: 11:40:36 time: 0.5969 data_time: 0.0172 memory: 13712 grad_norm: 3.6311 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.9965 loss: 1.9965 2022/08/10 22:54:07 - mmengine - INFO - Epoch(train) [16][1680/1879] lr: 2.0000e-02 eta: 11:40:42 time: 1.1032 data_time: 0.0186 memory: 13712 grad_norm: 3.6948 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0536 loss: 2.0536 2022/08/10 22:54:21 - mmengine - INFO - Epoch(train) [16][1700/1879] lr: 2.0000e-02 eta: 11:40:31 time: 0.7094 data_time: 0.0155 memory: 13712 grad_norm: 3.6698 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0887 loss: 2.0887 2022/08/10 22:54:37 - mmengine - INFO - Epoch(train) [16][1720/1879] lr: 2.0000e-02 eta: 11:40:25 time: 0.8092 data_time: 0.0179 memory: 13712 grad_norm: 3.7296 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1138 loss: 2.1138 2022/08/10 22:54:53 - mmengine - INFO - Epoch(train) [16][1740/1879] lr: 2.0000e-02 eta: 11:40:17 time: 0.7788 data_time: 0.0183 memory: 13712 grad_norm: 3.5868 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9299 loss: 1.9299 2022/08/10 22:55:05 - mmengine - INFO - Epoch(train) [16][1760/1879] lr: 2.0000e-02 eta: 11:40:00 time: 0.5830 data_time: 0.0184 memory: 13712 grad_norm: 3.6945 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.2356 loss: 2.2356 2022/08/10 22:55:19 - mmengine - INFO - Epoch(train) [16][1780/1879] lr: 2.0000e-02 eta: 11:39:50 time: 0.7095 data_time: 0.0541 memory: 13712 grad_norm: 3.6688 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.1771 loss: 2.1771 2022/08/10 22:55:36 - mmengine - INFO - Epoch(train) [16][1800/1879] lr: 2.0000e-02 eta: 11:39:45 time: 0.8643 data_time: 0.0198 memory: 13712 grad_norm: 3.6862 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.1466 loss: 2.1466 2022/08/10 22:55:45 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 22:55:48 - mmengine - INFO - Epoch(train) [16][1820/1879] lr: 2.0000e-02 eta: 11:39:29 time: 0.5761 data_time: 0.0158 memory: 13712 grad_norm: 3.6723 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.1126 loss: 2.1126 2022/08/10 22:56:03 - mmengine - INFO - Epoch(train) [16][1840/1879] lr: 2.0000e-02 eta: 11:39:20 time: 0.7564 data_time: 0.0166 memory: 13712 grad_norm: 3.7555 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.2832 loss: 2.2832 2022/08/10 22:56:14 - mmengine - INFO - Epoch(train) [16][1860/1879] lr: 2.0000e-02 eta: 11:39:03 time: 0.5753 data_time: 0.0180 memory: 13712 grad_norm: 3.5480 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.8779 loss: 1.8779 2022/08/10 22:56:25 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 22:56:25 - mmengine - INFO - Epoch(train) [16][1879/1879] lr: 2.0000e-02 eta: 11:39:03 time: 0.5556 data_time: 0.0174 memory: 13712 grad_norm: 3.8534 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 1.9888 loss: 1.9888 2022/08/10 22:57:41 - mmengine - INFO - Epoch(val) [16][20/155] eta: 0:08:34 time: 3.8083 data_time: 2.4326 memory: 14838 2022/08/10 22:58:41 - mmengine - INFO - Epoch(val) [16][40/155] eta: 0:05:44 time: 2.9919 data_time: 1.6000 memory: 14838 2022/08/10 22:59:48 - mmengine - INFO - Epoch(val) [16][60/155] eta: 0:05:20 time: 3.3707 data_time: 1.9916 memory: 14838 2022/08/10 23:00:47 - mmengine - INFO - Epoch(val) [16][80/155] eta: 0:03:39 time: 2.9211 data_time: 1.5464 memory: 14838 2022/08/10 23:01:57 - mmengine - INFO - Epoch(val) [16][100/155] eta: 0:03:13 time: 3.5095 data_time: 2.1367 memory: 14838 2022/08/10 23:02:52 - mmengine - INFO - Epoch(val) [16][120/155] eta: 0:01:37 time: 2.7716 data_time: 1.3951 memory: 14838 2022/08/10 23:04:05 - mmengine - INFO - Epoch(val) [16][140/155] eta: 0:00:54 time: 3.6091 data_time: 2.2369 memory: 14838 2022/08/10 23:05:16 - mmengine - INFO - Epoch(val) [16][155/155] acc/top1: 0.6026 acc/top5: 0.8379 acc/mean1: 0.6027 2022/08/10 23:05:35 - mmengine - INFO - Epoch(train) [17][20/1879] lr: 2.0000e-02 eta: 11:38:23 time: 0.9341 data_time: 0.1493 memory: 14838 grad_norm: 3.6880 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.0310 loss: 2.0310 2022/08/10 23:05:46 - mmengine - INFO - Epoch(train) [17][40/1879] lr: 2.0000e-02 eta: 11:38:06 time: 0.5713 data_time: 0.0193 memory: 13712 grad_norm: 3.6995 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.2439 loss: 2.2439 2022/08/10 23:05:57 - mmengine - INFO - Epoch(train) [17][60/1879] lr: 2.0000e-02 eta: 11:37:50 time: 0.5726 data_time: 0.0183 memory: 13712 grad_norm: 3.6273 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7422 loss: 1.7422 2022/08/10 23:06:09 - mmengine - INFO - Epoch(train) [17][80/1879] lr: 2.0000e-02 eta: 11:37:33 time: 0.5716 data_time: 0.0191 memory: 13712 grad_norm: 3.6623 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.0190 loss: 2.0190 2022/08/10 23:06:20 - mmengine - INFO - Epoch(train) [17][100/1879] lr: 2.0000e-02 eta: 11:37:16 time: 0.5695 data_time: 0.0186 memory: 13712 grad_norm: 3.6976 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.0095 loss: 2.0095 2022/08/10 23:06:32 - mmengine - INFO - Epoch(train) [17][120/1879] lr: 2.0000e-02 eta: 11:37:00 time: 0.5757 data_time: 0.0183 memory: 13712 grad_norm: 3.7123 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.3345 loss: 2.3345 2022/08/10 23:06:43 - mmengine - INFO - Epoch(train) [17][140/1879] lr: 2.0000e-02 eta: 11:36:43 time: 0.5720 data_time: 0.0182 memory: 13712 grad_norm: 3.6362 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9734 loss: 1.9734 2022/08/10 23:06:55 - mmengine - INFO - Epoch(train) [17][160/1879] lr: 2.0000e-02 eta: 11:36:27 time: 0.5770 data_time: 0.0173 memory: 13712 grad_norm: 3.6851 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.0744 loss: 2.0744 2022/08/10 23:07:06 - mmengine - INFO - Epoch(train) [17][180/1879] lr: 2.0000e-02 eta: 11:36:10 time: 0.5795 data_time: 0.0186 memory: 13712 grad_norm: 3.6835 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9629 loss: 1.9629 2022/08/10 23:07:18 - mmengine - INFO - Epoch(train) [17][200/1879] lr: 2.0000e-02 eta: 11:35:54 time: 0.5786 data_time: 0.0179 memory: 13712 grad_norm: 3.7408 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.9498 loss: 1.9498 2022/08/10 23:07:30 - mmengine - INFO - Epoch(train) [17][220/1879] lr: 2.0000e-02 eta: 11:35:38 time: 0.5811 data_time: 0.0164 memory: 13712 grad_norm: 3.7295 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8239 loss: 1.8239 2022/08/10 23:07:47 - mmengine - INFO - Epoch(train) [17][240/1879] lr: 2.0000e-02 eta: 11:35:33 time: 0.8476 data_time: 0.0174 memory: 13712 grad_norm: 3.6408 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0490 loss: 2.0490 2022/08/10 23:07:59 - mmengine - INFO - Epoch(train) [17][260/1879] lr: 2.0000e-02 eta: 11:35:17 time: 0.6046 data_time: 0.0220 memory: 13712 grad_norm: 3.6470 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8862 loss: 1.8862 2022/08/10 23:08:10 - mmengine - INFO - Epoch(train) [17][280/1879] lr: 2.0000e-02 eta: 11:35:01 time: 0.5732 data_time: 0.0181 memory: 13712 grad_norm: 3.7115 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9312 loss: 1.9312 2022/08/10 23:08:22 - mmengine - INFO - Epoch(train) [17][300/1879] lr: 2.0000e-02 eta: 11:34:45 time: 0.5961 data_time: 0.0193 memory: 13712 grad_norm: 3.6324 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.0628 loss: 2.0628 2022/08/10 23:08:37 - mmengine - INFO - Epoch(train) [17][320/1879] lr: 2.0000e-02 eta: 11:34:36 time: 0.7530 data_time: 0.0182 memory: 13712 grad_norm: 3.5791 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.8190 loss: 1.8190 2022/08/10 23:08:49 - mmengine - INFO - Epoch(train) [17][340/1879] lr: 2.0000e-02 eta: 11:34:20 time: 0.5749 data_time: 0.0163 memory: 13712 grad_norm: 3.6427 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0704 loss: 2.0704 2022/08/10 23:09:02 - mmengine - INFO - Epoch(train) [17][360/1879] lr: 2.0000e-02 eta: 11:34:08 time: 0.6803 data_time: 0.0167 memory: 13712 grad_norm: 3.7595 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.0119 loss: 2.0119 2022/08/10 23:09:14 - mmengine - INFO - Epoch(train) [17][380/1879] lr: 2.0000e-02 eta: 11:33:51 time: 0.5704 data_time: 0.0186 memory: 13712 grad_norm: 3.8107 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.1522 loss: 2.1522 2022/08/10 23:09:25 - mmengine - INFO - Epoch(train) [17][400/1879] lr: 2.0000e-02 eta: 11:33:35 time: 0.5769 data_time: 0.0199 memory: 13712 grad_norm: 3.6746 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.2006 loss: 2.2006 2022/08/10 23:09:37 - mmengine - INFO - Epoch(train) [17][420/1879] lr: 2.0000e-02 eta: 11:33:18 time: 0.5790 data_time: 0.0161 memory: 13712 grad_norm: 3.7441 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.0348 loss: 2.0348 2022/08/10 23:09:48 - mmengine - INFO - Epoch(train) [17][440/1879] lr: 2.0000e-02 eta: 11:33:02 time: 0.5802 data_time: 0.0183 memory: 13712 grad_norm: 3.7285 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0345 loss: 2.0345 2022/08/10 23:10:00 - mmengine - INFO - Epoch(train) [17][460/1879] lr: 2.0000e-02 eta: 11:32:45 time: 0.5721 data_time: 0.0177 memory: 13712 grad_norm: 3.6943 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9597 loss: 1.9597 2022/08/10 23:10:11 - mmengine - INFO - Epoch(train) [17][480/1879] lr: 2.0000e-02 eta: 11:32:29 time: 0.5795 data_time: 0.0182 memory: 13712 grad_norm: 3.6336 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.1597 loss: 2.1597 2022/08/10 23:10:23 - mmengine - INFO - Epoch(train) [17][500/1879] lr: 2.0000e-02 eta: 11:32:13 time: 0.5779 data_time: 0.0170 memory: 13712 grad_norm: 3.7378 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 2.0616 loss: 2.0616 2022/08/10 23:10:35 - mmengine - INFO - Epoch(train) [17][520/1879] lr: 2.0000e-02 eta: 11:31:57 time: 0.5811 data_time: 0.0179 memory: 13712 grad_norm: 3.6327 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 1.9177 loss: 1.9177 2022/08/10 23:10:46 - mmengine - INFO - Epoch(train) [17][540/1879] lr: 2.0000e-02 eta: 11:31:41 time: 0.5827 data_time: 0.0206 memory: 13712 grad_norm: 3.7313 top1_acc: 0.3125 top5_acc: 0.8125 loss_cls: 2.1242 loss: 2.1242 2022/08/10 23:10:58 - mmengine - INFO - Epoch(train) [17][560/1879] lr: 2.0000e-02 eta: 11:31:24 time: 0.5795 data_time: 0.0185 memory: 13712 grad_norm: 3.6742 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.0718 loss: 2.0718 2022/08/10 23:11:09 - mmengine - INFO - Epoch(train) [17][580/1879] lr: 2.0000e-02 eta: 11:31:08 time: 0.5705 data_time: 0.0176 memory: 13712 grad_norm: 3.7681 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.2010 loss: 2.2010 2022/08/10 23:11:21 - mmengine - INFO - Epoch(train) [17][600/1879] lr: 2.0000e-02 eta: 11:30:51 time: 0.5778 data_time: 0.0171 memory: 13712 grad_norm: 3.8487 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.1928 loss: 2.1928 2022/08/10 23:11:32 - mmengine - INFO - Epoch(train) [17][620/1879] lr: 2.0000e-02 eta: 11:30:35 time: 0.5763 data_time: 0.0170 memory: 13712 grad_norm: 3.6649 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0981 loss: 2.0981 2022/08/10 23:11:44 - mmengine - INFO - Epoch(train) [17][640/1879] lr: 2.0000e-02 eta: 11:30:20 time: 0.5968 data_time: 0.0187 memory: 13712 grad_norm: 3.7676 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.0826 loss: 2.0826 2022/08/10 23:11:56 - mmengine - INFO - Epoch(train) [17][660/1879] lr: 2.0000e-02 eta: 11:30:03 time: 0.5756 data_time: 0.0179 memory: 13712 grad_norm: 3.7591 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0647 loss: 2.0647 2022/08/10 23:12:08 - mmengine - INFO - Epoch(train) [17][680/1879] lr: 2.0000e-02 eta: 11:29:47 time: 0.5879 data_time: 0.0186 memory: 13712 grad_norm: 3.6930 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 2.1035 loss: 2.1035 2022/08/10 23:12:19 - mmengine - INFO - Epoch(train) [17][700/1879] lr: 2.0000e-02 eta: 11:29:31 time: 0.5771 data_time: 0.0184 memory: 13712 grad_norm: 3.7059 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.1305 loss: 2.1305 2022/08/10 23:12:31 - mmengine - INFO - Epoch(train) [17][720/1879] lr: 2.0000e-02 eta: 11:29:15 time: 0.5819 data_time: 0.0211 memory: 13712 grad_norm: 3.6124 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 2.1103 loss: 2.1103 2022/08/10 23:12:42 - mmengine - INFO - Epoch(train) [17][740/1879] lr: 2.0000e-02 eta: 11:28:58 time: 0.5711 data_time: 0.0148 memory: 13712 grad_norm: 3.6052 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.1487 loss: 2.1487 2022/08/10 23:12:54 - mmengine - INFO - Epoch(train) [17][760/1879] lr: 2.0000e-02 eta: 11:28:42 time: 0.5725 data_time: 0.0170 memory: 13712 grad_norm: 3.5763 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.2364 loss: 2.2364 2022/08/10 23:13:05 - mmengine - INFO - Epoch(train) [17][780/1879] lr: 2.0000e-02 eta: 11:28:26 time: 0.5753 data_time: 0.0187 memory: 13712 grad_norm: 3.5960 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.9265 loss: 1.9265 2022/08/10 23:13:17 - mmengine - INFO - Epoch(train) [17][800/1879] lr: 2.0000e-02 eta: 11:28:09 time: 0.5782 data_time: 0.0174 memory: 13712 grad_norm: 3.6658 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0826 loss: 2.0826 2022/08/10 23:13:29 - mmengine - INFO - Epoch(train) [17][820/1879] lr: 2.0000e-02 eta: 11:27:54 time: 0.5937 data_time: 0.0209 memory: 13712 grad_norm: 3.7501 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0030 loss: 2.0030 2022/08/10 23:13:40 - mmengine - INFO - Epoch(train) [17][840/1879] lr: 2.0000e-02 eta: 11:27:38 time: 0.5757 data_time: 0.0188 memory: 13712 grad_norm: 3.6788 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.1458 loss: 2.1458 2022/08/10 23:13:52 - mmengine - INFO - Epoch(train) [17][860/1879] lr: 2.0000e-02 eta: 11:27:21 time: 0.5733 data_time: 0.0164 memory: 13712 grad_norm: 3.6923 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9639 loss: 1.9639 2022/08/10 23:14:03 - mmengine - INFO - Epoch(train) [17][880/1879] lr: 2.0000e-02 eta: 11:27:05 time: 0.5785 data_time: 0.0184 memory: 13712 grad_norm: 3.5835 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.0963 loss: 2.0963 2022/08/10 23:14:15 - mmengine - INFO - Epoch(train) [17][900/1879] lr: 2.0000e-02 eta: 11:26:49 time: 0.5727 data_time: 0.0181 memory: 13712 grad_norm: 3.6743 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.7725 loss: 1.7725 2022/08/10 23:14:26 - mmengine - INFO - Epoch(train) [17][920/1879] lr: 2.0000e-02 eta: 11:26:32 time: 0.5750 data_time: 0.0186 memory: 13712 grad_norm: 3.7747 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.0022 loss: 2.0022 2022/08/10 23:14:35 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 23:14:38 - mmengine - INFO - Epoch(train) [17][940/1879] lr: 2.0000e-02 eta: 11:26:16 time: 0.5719 data_time: 0.0189 memory: 13712 grad_norm: 3.6471 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.2156 loss: 2.2156 2022/08/10 23:14:49 - mmengine - INFO - Epoch(train) [17][960/1879] lr: 2.0000e-02 eta: 11:26:00 time: 0.5734 data_time: 0.0169 memory: 13712 grad_norm: 3.6169 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9406 loss: 1.9406 2022/08/10 23:15:01 - mmengine - INFO - Epoch(train) [17][980/1879] lr: 2.0000e-02 eta: 11:25:44 time: 0.5997 data_time: 0.0206 memory: 13712 grad_norm: 3.6652 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.2004 loss: 2.2004 2022/08/10 23:15:13 - mmengine - INFO - Epoch(train) [17][1000/1879] lr: 2.0000e-02 eta: 11:25:28 time: 0.5840 data_time: 0.0213 memory: 13712 grad_norm: 3.5972 top1_acc: 0.3125 top5_acc: 0.8125 loss_cls: 1.9313 loss: 1.9313 2022/08/10 23:15:24 - mmengine - INFO - Epoch(train) [17][1020/1879] lr: 2.0000e-02 eta: 11:25:12 time: 0.5784 data_time: 0.0183 memory: 13712 grad_norm: 3.5940 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0619 loss: 2.0619 2022/08/10 23:15:36 - mmengine - INFO - Epoch(train) [17][1040/1879] lr: 2.0000e-02 eta: 11:24:56 time: 0.5876 data_time: 0.0196 memory: 13712 grad_norm: 3.7577 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.0179 loss: 2.0179 2022/08/10 23:15:47 - mmengine - INFO - Epoch(train) [17][1060/1879] lr: 2.0000e-02 eta: 11:24:40 time: 0.5723 data_time: 0.0189 memory: 13712 grad_norm: 3.7362 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.0214 loss: 2.0214 2022/08/10 23:15:59 - mmengine - INFO - Epoch(train) [17][1080/1879] lr: 2.0000e-02 eta: 11:24:24 time: 0.5802 data_time: 0.0191 memory: 13712 grad_norm: 3.7074 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9958 loss: 1.9958 2022/08/10 23:16:11 - mmengine - INFO - Epoch(train) [17][1100/1879] lr: 2.0000e-02 eta: 11:24:08 time: 0.5771 data_time: 0.0173 memory: 13712 grad_norm: 3.6445 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 2.2168 loss: 2.2168 2022/08/10 23:16:22 - mmengine - INFO - Epoch(train) [17][1120/1879] lr: 2.0000e-02 eta: 11:23:52 time: 0.5801 data_time: 0.0177 memory: 13712 grad_norm: 3.6718 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.9403 loss: 1.9403 2022/08/10 23:16:34 - mmengine - INFO - Epoch(train) [17][1140/1879] lr: 2.0000e-02 eta: 11:23:35 time: 0.5718 data_time: 0.0178 memory: 13712 grad_norm: 3.7154 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 1.8979 loss: 1.8979 2022/08/10 23:16:48 - mmengine - INFO - Epoch(train) [17][1160/1879] lr: 2.0000e-02 eta: 11:23:25 time: 0.7260 data_time: 0.1613 memory: 13712 grad_norm: 3.6692 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.1246 loss: 2.1246 2022/08/10 23:17:00 - mmengine - INFO - Epoch(train) [17][1180/1879] lr: 2.0000e-02 eta: 11:23:09 time: 0.5747 data_time: 0.0194 memory: 13712 grad_norm: 3.7299 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8666 loss: 1.8666 2022/08/10 23:17:11 - mmengine - INFO - Epoch(train) [17][1200/1879] lr: 2.0000e-02 eta: 11:22:53 time: 0.5739 data_time: 0.0186 memory: 13712 grad_norm: 3.6706 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.0791 loss: 2.0791 2022/08/10 23:17:23 - mmengine - INFO - Epoch(train) [17][1220/1879] lr: 2.0000e-02 eta: 11:22:36 time: 0.5732 data_time: 0.0174 memory: 13712 grad_norm: 3.6113 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9777 loss: 1.9777 2022/08/10 23:17:34 - mmengine - INFO - Epoch(train) [17][1240/1879] lr: 2.0000e-02 eta: 11:22:20 time: 0.5762 data_time: 0.0187 memory: 13712 grad_norm: 3.6495 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8905 loss: 1.8905 2022/08/10 23:17:46 - mmengine - INFO - Epoch(train) [17][1260/1879] lr: 2.0000e-02 eta: 11:22:04 time: 0.5792 data_time: 0.0186 memory: 13712 grad_norm: 3.7172 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9553 loss: 1.9553 2022/08/10 23:17:57 - mmengine - INFO - Epoch(train) [17][1280/1879] lr: 2.0000e-02 eta: 11:21:48 time: 0.5771 data_time: 0.0186 memory: 13712 grad_norm: 3.6545 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.0756 loss: 2.0756 2022/08/10 23:18:09 - mmengine - INFO - Epoch(train) [17][1300/1879] lr: 2.0000e-02 eta: 11:21:32 time: 0.5788 data_time: 0.0180 memory: 13712 grad_norm: 3.6958 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0546 loss: 2.0546 2022/08/10 23:18:22 - mmengine - INFO - Epoch(train) [17][1320/1879] lr: 2.0000e-02 eta: 11:21:19 time: 0.6658 data_time: 0.0189 memory: 13712 grad_norm: 3.7061 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9664 loss: 1.9664 2022/08/10 23:18:34 - mmengine - INFO - Epoch(train) [17][1340/1879] lr: 2.0000e-02 eta: 11:21:04 time: 0.5910 data_time: 0.0165 memory: 13712 grad_norm: 3.7116 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.9961 loss: 1.9961 2022/08/10 23:18:46 - mmengine - INFO - Epoch(train) [17][1360/1879] lr: 2.0000e-02 eta: 11:20:48 time: 0.5755 data_time: 0.0169 memory: 13712 grad_norm: 3.7222 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.9929 loss: 1.9929 2022/08/10 23:18:57 - mmengine - INFO - Epoch(train) [17][1380/1879] lr: 2.0000e-02 eta: 11:20:32 time: 0.5760 data_time: 0.0187 memory: 13712 grad_norm: 3.7250 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2648 loss: 2.2648 2022/08/10 23:19:08 - mmengine - INFO - Epoch(train) [17][1400/1879] lr: 2.0000e-02 eta: 11:20:15 time: 0.5707 data_time: 0.0195 memory: 13712 grad_norm: 3.5722 top1_acc: 0.4375 top5_acc: 0.9375 loss_cls: 1.9603 loss: 1.9603 2022/08/10 23:19:20 - mmengine - INFO - Epoch(train) [17][1420/1879] lr: 2.0000e-02 eta: 11:19:59 time: 0.5705 data_time: 0.0172 memory: 13712 grad_norm: 3.5862 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 2.1181 loss: 2.1181 2022/08/10 23:19:32 - mmengine - INFO - Epoch(train) [17][1440/1879] lr: 2.0000e-02 eta: 11:19:43 time: 0.5821 data_time: 0.0255 memory: 13712 grad_norm: 3.6898 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1776 loss: 2.1776 2022/08/10 23:19:43 - mmengine - INFO - Epoch(train) [17][1460/1879] lr: 2.0000e-02 eta: 11:19:27 time: 0.5759 data_time: 0.0184 memory: 13712 grad_norm: 3.6461 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0515 loss: 2.0515 2022/08/10 23:19:55 - mmengine - INFO - Epoch(train) [17][1480/1879] lr: 2.0000e-02 eta: 11:19:11 time: 0.5786 data_time: 0.0173 memory: 13712 grad_norm: 3.6783 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.1017 loss: 2.1017 2022/08/10 23:20:06 - mmengine - INFO - Epoch(train) [17][1500/1879] lr: 2.0000e-02 eta: 11:18:55 time: 0.5803 data_time: 0.0173 memory: 13712 grad_norm: 3.6549 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 1.8427 loss: 1.8427 2022/08/10 23:20:19 - mmengine - INFO - Epoch(train) [17][1520/1879] lr: 2.0000e-02 eta: 11:18:41 time: 0.6208 data_time: 0.0518 memory: 13712 grad_norm: 3.8054 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.1480 loss: 2.1480 2022/08/10 23:20:30 - mmengine - INFO - Epoch(train) [17][1540/1879] lr: 2.0000e-02 eta: 11:18:25 time: 0.5803 data_time: 0.0191 memory: 13712 grad_norm: 3.7493 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.0195 loss: 2.0195 2022/08/10 23:20:42 - mmengine - INFO - Epoch(train) [17][1560/1879] lr: 2.0000e-02 eta: 11:18:08 time: 0.5692 data_time: 0.0191 memory: 13712 grad_norm: 3.7531 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.2286 loss: 2.2286 2022/08/10 23:20:53 - mmengine - INFO - Epoch(train) [17][1580/1879] lr: 2.0000e-02 eta: 11:17:52 time: 0.5703 data_time: 0.0169 memory: 13712 grad_norm: 3.6872 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.1016 loss: 2.1016 2022/08/10 23:21:04 - mmengine - INFO - Epoch(train) [17][1600/1879] lr: 2.0000e-02 eta: 11:17:36 time: 0.5692 data_time: 0.0190 memory: 13712 grad_norm: 3.6161 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.9892 loss: 1.9892 2022/08/10 23:21:16 - mmengine - INFO - Epoch(train) [17][1620/1879] lr: 2.0000e-02 eta: 11:17:20 time: 0.5730 data_time: 0.0183 memory: 13712 grad_norm: 3.6459 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2264 loss: 2.2264 2022/08/10 23:21:27 - mmengine - INFO - Epoch(train) [17][1640/1879] lr: 2.0000e-02 eta: 11:17:03 time: 0.5683 data_time: 0.0195 memory: 13712 grad_norm: 3.6807 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.0091 loss: 2.0091 2022/08/10 23:21:39 - mmengine - INFO - Epoch(train) [17][1660/1879] lr: 2.0000e-02 eta: 11:16:47 time: 0.5655 data_time: 0.0187 memory: 13712 grad_norm: 3.5965 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0570 loss: 2.0570 2022/08/10 23:21:50 - mmengine - INFO - Epoch(train) [17][1680/1879] lr: 2.0000e-02 eta: 11:16:30 time: 0.5718 data_time: 0.0184 memory: 13712 grad_norm: 3.5933 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.1955 loss: 2.1955 2022/08/10 23:22:02 - mmengine - INFO - Epoch(train) [17][1700/1879] lr: 2.0000e-02 eta: 11:16:15 time: 0.5803 data_time: 0.0180 memory: 13712 grad_norm: 3.7303 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8760 loss: 1.8760 2022/08/10 23:22:13 - mmengine - INFO - Epoch(train) [17][1720/1879] lr: 2.0000e-02 eta: 11:15:59 time: 0.5800 data_time: 0.0183 memory: 13712 grad_norm: 3.6373 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0012 loss: 2.0012 2022/08/10 23:22:25 - mmengine - INFO - Epoch(train) [17][1740/1879] lr: 2.0000e-02 eta: 11:15:43 time: 0.5720 data_time: 0.0170 memory: 13712 grad_norm: 3.5423 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.0721 loss: 2.0721 2022/08/10 23:22:36 - mmengine - INFO - Epoch(train) [17][1760/1879] lr: 2.0000e-02 eta: 11:15:26 time: 0.5728 data_time: 0.0187 memory: 13712 grad_norm: 3.7636 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9338 loss: 1.9338 2022/08/10 23:22:48 - mmengine - INFO - Epoch(train) [17][1780/1879] lr: 2.0000e-02 eta: 11:15:10 time: 0.5722 data_time: 0.0174 memory: 13712 grad_norm: 3.7667 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.3581 loss: 2.3581 2022/08/10 23:22:59 - mmengine - INFO - Epoch(train) [17][1800/1879] lr: 2.0000e-02 eta: 11:14:54 time: 0.5728 data_time: 0.0197 memory: 13712 grad_norm: 3.6201 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2019 loss: 2.2019 2022/08/10 23:23:11 - mmengine - INFO - Epoch(train) [17][1820/1879] lr: 2.0000e-02 eta: 11:14:38 time: 0.5813 data_time: 0.0175 memory: 13712 grad_norm: 3.5746 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.3996 loss: 2.3996 2022/08/10 23:23:22 - mmengine - INFO - Epoch(train) [17][1840/1879] lr: 2.0000e-02 eta: 11:14:22 time: 0.5781 data_time: 0.0177 memory: 13712 grad_norm: 3.6305 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.0332 loss: 2.0332 2022/08/10 23:23:34 - mmengine - INFO - Epoch(train) [17][1860/1879] lr: 2.0000e-02 eta: 11:14:06 time: 0.5698 data_time: 0.0170 memory: 13712 grad_norm: 3.7369 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3282 loss: 2.3282 2022/08/10 23:23:44 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 23:23:44 - mmengine - INFO - Epoch(train) [17][1879/1879] lr: 2.0000e-02 eta: 11:14:06 time: 0.5522 data_time: 0.0177 memory: 13712 grad_norm: 3.7643 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 2.2458 loss: 2.2458 2022/08/10 23:25:02 - mmengine - INFO - Epoch(val) [17][20/155] eta: 0:08:42 time: 3.8680 data_time: 2.4830 memory: 14838 2022/08/10 23:26:02 - mmengine - INFO - Epoch(val) [17][40/155] eta: 0:05:49 time: 3.0413 data_time: 1.6653 memory: 14838 2022/08/10 23:27:16 - mmengine - INFO - Epoch(val) [17][60/155] eta: 0:05:51 time: 3.6984 data_time: 2.3131 memory: 14838 2022/08/10 23:28:14 - mmengine - INFO - Epoch(val) [17][80/155] eta: 0:03:36 time: 2.8888 data_time: 1.5100 memory: 14838 2022/08/10 23:29:29 - mmengine - INFO - Epoch(val) [17][100/155] eta: 0:03:24 time: 3.7164 data_time: 2.3363 memory: 14838 2022/08/10 23:30:27 - mmengine - INFO - Epoch(val) [17][120/155] eta: 0:01:42 time: 2.9240 data_time: 1.5501 memory: 14838 2022/08/10 23:31:40 - mmengine - INFO - Epoch(val) [17][140/155] eta: 0:00:54 time: 3.6396 data_time: 2.2638 memory: 14838 2022/08/10 23:32:16 - mmengine - INFO - Epoch(val) [17][155/155] acc/top1: 0.5969 acc/top5: 0.8303 acc/mean1: 0.5969 2022/08/10 23:32:38 - mmengine - INFO - Epoch(train) [18][20/1879] lr: 2.0000e-02 eta: 11:13:32 time: 1.0532 data_time: 0.2545 memory: 14838 grad_norm: 3.6012 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6962 loss: 1.6962 2022/08/10 23:32:49 - mmengine - INFO - Epoch(train) [18][40/1879] lr: 2.0000e-02 eta: 11:13:16 time: 0.5821 data_time: 0.0199 memory: 13712 grad_norm: 3.6676 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1892 loss: 2.1892 2022/08/10 23:32:59 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 23:33:01 - mmengine - INFO - Epoch(train) [18][60/1879] lr: 2.0000e-02 eta: 11:13:01 time: 0.5786 data_time: 0.0186 memory: 13712 grad_norm: 3.6607 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.2037 loss: 2.2037 2022/08/10 23:33:13 - mmengine - INFO - Epoch(train) [18][80/1879] lr: 2.0000e-02 eta: 11:12:45 time: 0.5872 data_time: 0.0174 memory: 13712 grad_norm: 3.6625 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.8553 loss: 1.8553 2022/08/10 23:33:24 - mmengine - INFO - Epoch(train) [18][100/1879] lr: 2.0000e-02 eta: 11:12:29 time: 0.5806 data_time: 0.0182 memory: 13712 grad_norm: 3.6840 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.9919 loss: 1.9919 2022/08/10 23:33:36 - mmengine - INFO - Epoch(train) [18][120/1879] lr: 2.0000e-02 eta: 11:12:13 time: 0.5765 data_time: 0.0193 memory: 13712 grad_norm: 3.6440 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2574 loss: 2.2574 2022/08/10 23:33:47 - mmengine - INFO - Epoch(train) [18][140/1879] lr: 2.0000e-02 eta: 11:11:57 time: 0.5788 data_time: 0.0186 memory: 13712 grad_norm: 3.6092 top1_acc: 0.3125 top5_acc: 0.8125 loss_cls: 2.0603 loss: 2.0603 2022/08/10 23:33:59 - mmengine - INFO - Epoch(train) [18][160/1879] lr: 2.0000e-02 eta: 11:11:41 time: 0.5751 data_time: 0.0175 memory: 13712 grad_norm: 3.7342 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2427 loss: 2.2427 2022/08/10 23:34:10 - mmengine - INFO - Epoch(train) [18][180/1879] lr: 2.0000e-02 eta: 11:11:26 time: 0.5818 data_time: 0.0212 memory: 13712 grad_norm: 3.6952 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1233 loss: 2.1233 2022/08/10 23:34:22 - mmengine - INFO - Epoch(train) [18][200/1879] lr: 2.0000e-02 eta: 11:11:10 time: 0.5756 data_time: 0.0166 memory: 13712 grad_norm: 3.7270 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.0931 loss: 2.0931 2022/08/10 23:34:33 - mmengine - INFO - Epoch(train) [18][220/1879] lr: 2.0000e-02 eta: 11:10:54 time: 0.5763 data_time: 0.0185 memory: 13712 grad_norm: 3.7010 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.1139 loss: 2.1139 2022/08/10 23:34:45 - mmengine - INFO - Epoch(train) [18][240/1879] lr: 2.0000e-02 eta: 11:10:38 time: 0.5755 data_time: 0.0170 memory: 13712 grad_norm: 3.6650 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0995 loss: 2.0995 2022/08/10 23:34:57 - mmengine - INFO - Epoch(train) [18][260/1879] lr: 2.0000e-02 eta: 11:10:22 time: 0.5785 data_time: 0.0203 memory: 13712 grad_norm: 3.6864 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9165 loss: 1.9165 2022/08/10 23:35:08 - mmengine - INFO - Epoch(train) [18][280/1879] lr: 2.0000e-02 eta: 11:10:07 time: 0.5887 data_time: 0.0198 memory: 13712 grad_norm: 3.6482 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1928 loss: 2.1928 2022/08/10 23:35:20 - mmengine - INFO - Epoch(train) [18][300/1879] lr: 2.0000e-02 eta: 11:09:51 time: 0.5949 data_time: 0.0281 memory: 13712 grad_norm: 3.6755 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8817 loss: 1.8817 2022/08/10 23:35:32 - mmengine - INFO - Epoch(train) [18][320/1879] lr: 2.0000e-02 eta: 11:09:36 time: 0.5761 data_time: 0.0181 memory: 13712 grad_norm: 3.6670 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.7483 loss: 1.7483 2022/08/10 23:35:43 - mmengine - INFO - Epoch(train) [18][340/1879] lr: 2.0000e-02 eta: 11:09:20 time: 0.5762 data_time: 0.0186 memory: 13712 grad_norm: 3.6870 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9416 loss: 1.9416 2022/08/10 23:35:55 - mmengine - INFO - Epoch(train) [18][360/1879] lr: 2.0000e-02 eta: 11:09:04 time: 0.5776 data_time: 0.0181 memory: 13712 grad_norm: 3.7586 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.0176 loss: 2.0176 2022/08/10 23:36:06 - mmengine - INFO - Epoch(train) [18][380/1879] lr: 2.0000e-02 eta: 11:08:48 time: 0.5794 data_time: 0.0166 memory: 13712 grad_norm: 3.7156 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.1369 loss: 2.1369 2022/08/10 23:36:18 - mmengine - INFO - Epoch(train) [18][400/1879] lr: 2.0000e-02 eta: 11:08:32 time: 0.5796 data_time: 0.0178 memory: 13712 grad_norm: 3.7364 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.1833 loss: 2.1833 2022/08/10 23:36:30 - mmengine - INFO - Epoch(train) [18][420/1879] lr: 2.0000e-02 eta: 11:08:17 time: 0.5782 data_time: 0.0189 memory: 13712 grad_norm: 3.6940 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.1305 loss: 2.1305 2022/08/10 23:36:41 - mmengine - INFO - Epoch(train) [18][440/1879] lr: 2.0000e-02 eta: 11:08:01 time: 0.5767 data_time: 0.0169 memory: 13712 grad_norm: 3.6998 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 1.9694 loss: 1.9694 2022/08/10 23:36:53 - mmengine - INFO - Epoch(train) [18][460/1879] lr: 2.0000e-02 eta: 11:07:45 time: 0.5821 data_time: 0.0177 memory: 13712 grad_norm: 3.6968 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.0576 loss: 2.0576 2022/08/10 23:37:04 - mmengine - INFO - Epoch(train) [18][480/1879] lr: 2.0000e-02 eta: 11:07:29 time: 0.5745 data_time: 0.0176 memory: 13712 grad_norm: 3.6863 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.0452 loss: 2.0452 2022/08/10 23:37:16 - mmengine - INFO - Epoch(train) [18][500/1879] lr: 2.0000e-02 eta: 11:07:13 time: 0.5744 data_time: 0.0180 memory: 13712 grad_norm: 3.7609 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0608 loss: 2.0608 2022/08/10 23:37:27 - mmengine - INFO - Epoch(train) [18][520/1879] lr: 2.0000e-02 eta: 11:06:57 time: 0.5689 data_time: 0.0168 memory: 13712 grad_norm: 3.6827 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0376 loss: 2.0376 2022/08/10 23:37:39 - mmengine - INFO - Epoch(train) [18][540/1879] lr: 2.0000e-02 eta: 11:06:41 time: 0.5760 data_time: 0.0192 memory: 13712 grad_norm: 3.6623 top1_acc: 0.5625 top5_acc: 1.0000 loss_cls: 2.1853 loss: 2.1853 2022/08/10 23:37:50 - mmengine - INFO - Epoch(train) [18][560/1879] lr: 2.0000e-02 eta: 11:06:25 time: 0.5761 data_time: 0.0190 memory: 13712 grad_norm: 3.5345 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.0319 loss: 2.0319 2022/08/10 23:38:02 - mmengine - INFO - Epoch(train) [18][580/1879] lr: 2.0000e-02 eta: 11:06:10 time: 0.5779 data_time: 0.0170 memory: 13712 grad_norm: 3.6920 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.1599 loss: 2.1599 2022/08/10 23:38:13 - mmengine - INFO - Epoch(train) [18][600/1879] lr: 2.0000e-02 eta: 11:05:54 time: 0.5785 data_time: 0.0184 memory: 13712 grad_norm: 3.7198 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 2.0358 loss: 2.0358 2022/08/10 23:38:28 - mmengine - INFO - Epoch(train) [18][620/1879] lr: 2.0000e-02 eta: 11:05:43 time: 0.7106 data_time: 0.0196 memory: 13712 grad_norm: 3.6702 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9554 loss: 1.9554 2022/08/10 23:38:39 - mmengine - INFO - Epoch(train) [18][640/1879] lr: 2.0000e-02 eta: 11:05:28 time: 0.5885 data_time: 0.0210 memory: 13712 grad_norm: 3.7498 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 2.0754 loss: 2.0754 2022/08/10 23:38:53 - mmengine - INFO - Epoch(train) [18][660/1879] lr: 2.0000e-02 eta: 11:05:17 time: 0.7061 data_time: 0.0173 memory: 13712 grad_norm: 3.7544 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.0417 loss: 2.0417 2022/08/10 23:39:06 - mmengine - INFO - Epoch(train) [18][680/1879] lr: 2.0000e-02 eta: 11:05:04 time: 0.6415 data_time: 0.0805 memory: 13712 grad_norm: 3.6607 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.0869 loss: 2.0869 2022/08/10 23:39:18 - mmengine - INFO - Epoch(train) [18][700/1879] lr: 2.0000e-02 eta: 11:04:48 time: 0.5915 data_time: 0.0210 memory: 13712 grad_norm: 3.6164 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.1241 loss: 2.1241 2022/08/10 23:39:30 - mmengine - INFO - Epoch(train) [18][720/1879] lr: 2.0000e-02 eta: 11:04:32 time: 0.5741 data_time: 0.0159 memory: 13712 grad_norm: 3.7257 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.9729 loss: 1.9729 2022/08/10 23:39:42 - mmengine - INFO - Epoch(train) [18][740/1879] lr: 2.0000e-02 eta: 11:04:17 time: 0.5979 data_time: 0.0199 memory: 13712 grad_norm: 3.7067 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.9700 loss: 1.9700 2022/08/10 23:39:53 - mmengine - INFO - Epoch(train) [18][760/1879] lr: 2.0000e-02 eta: 11:04:02 time: 0.5845 data_time: 0.0186 memory: 13712 grad_norm: 3.6105 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.0903 loss: 2.0903 2022/08/10 23:40:08 - mmengine - INFO - Epoch(train) [18][780/1879] lr: 2.0000e-02 eta: 11:03:52 time: 0.7383 data_time: 0.1755 memory: 13712 grad_norm: 3.7410 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.2437 loss: 2.2437 2022/08/10 23:40:21 - mmengine - INFO - Epoch(train) [18][800/1879] lr: 2.0000e-02 eta: 11:03:39 time: 0.6380 data_time: 0.0270 memory: 13712 grad_norm: 3.7751 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.1621 loss: 2.1621 2022/08/10 23:40:33 - mmengine - INFO - Epoch(train) [18][820/1879] lr: 2.0000e-02 eta: 11:03:23 time: 0.5878 data_time: 0.0179 memory: 13712 grad_norm: 3.6411 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.9003 loss: 1.9003 2022/08/10 23:40:44 - mmengine - INFO - Epoch(train) [18][840/1879] lr: 2.0000e-02 eta: 11:03:08 time: 0.5785 data_time: 0.0172 memory: 13712 grad_norm: 3.7790 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0455 loss: 2.0455 2022/08/10 23:40:56 - mmengine - INFO - Epoch(train) [18][860/1879] lr: 2.0000e-02 eta: 11:02:52 time: 0.5837 data_time: 0.0180 memory: 13712 grad_norm: 3.6648 top1_acc: 0.3750 top5_acc: 0.4375 loss_cls: 2.0083 loss: 2.0083 2022/08/10 23:41:10 - mmengine - INFO - Epoch(train) [18][880/1879] lr: 2.0000e-02 eta: 11:02:42 time: 0.7288 data_time: 0.0171 memory: 13712 grad_norm: 3.6605 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.1841 loss: 2.1841 2022/08/10 23:41:22 - mmengine - INFO - Epoch(train) [18][900/1879] lr: 2.0000e-02 eta: 11:02:26 time: 0.5813 data_time: 0.0191 memory: 13712 grad_norm: 3.7053 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.3128 loss: 2.3128 2022/08/10 23:41:35 - mmengine - INFO - Epoch(train) [18][920/1879] lr: 2.0000e-02 eta: 11:02:13 time: 0.6375 data_time: 0.0171 memory: 13712 grad_norm: 3.7370 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.0518 loss: 2.0518 2022/08/10 23:41:54 - mmengine - INFO - Epoch(train) [18][940/1879] lr: 2.0000e-02 eta: 11:02:12 time: 0.9613 data_time: 0.0199 memory: 13712 grad_norm: 3.7607 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.0712 loss: 2.0712 2022/08/10 23:42:06 - mmengine - INFO - Epoch(train) [18][960/1879] lr: 2.0000e-02 eta: 11:01:56 time: 0.5931 data_time: 0.0297 memory: 13712 grad_norm: 3.6484 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.0734 loss: 2.0734 2022/08/10 23:42:19 - mmengine - INFO - Epoch(train) [18][980/1879] lr: 2.0000e-02 eta: 11:01:43 time: 0.6385 data_time: 0.0733 memory: 13712 grad_norm: 3.7120 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.1249 loss: 2.1249 2022/08/10 23:42:30 - mmengine - INFO - Epoch(train) [18][1000/1879] lr: 2.0000e-02 eta: 11:01:27 time: 0.5845 data_time: 0.0196 memory: 13712 grad_norm: 3.6520 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.0499 loss: 2.0499 2022/08/10 23:42:42 - mmengine - INFO - Epoch(train) [18][1020/1879] lr: 2.0000e-02 eta: 11:01:12 time: 0.5855 data_time: 0.0159 memory: 13712 grad_norm: 3.6084 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9049 loss: 1.9049 2022/08/10 23:42:56 - mmengine - INFO - Epoch(train) [18][1040/1879] lr: 2.0000e-02 eta: 11:01:00 time: 0.6804 data_time: 0.0187 memory: 13712 grad_norm: 3.7296 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9683 loss: 1.9683 2022/08/10 23:43:06 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 23:43:11 - mmengine - INFO - Epoch(train) [18][1060/1879] lr: 2.0000e-02 eta: 11:00:51 time: 0.7485 data_time: 0.1821 memory: 13712 grad_norm: 3.7158 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.0661 loss: 2.0661 2022/08/10 23:43:23 - mmengine - INFO - Epoch(train) [18][1080/1879] lr: 2.0000e-02 eta: 11:00:36 time: 0.6071 data_time: 0.0516 memory: 13712 grad_norm: 3.5929 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.3304 loss: 2.3304 2022/08/10 23:43:35 - mmengine - INFO - Epoch(train) [18][1100/1879] lr: 2.0000e-02 eta: 11:00:21 time: 0.5876 data_time: 0.0182 memory: 13712 grad_norm: 3.6944 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9313 loss: 1.9313 2022/08/10 23:43:47 - mmengine - INFO - Epoch(train) [18][1120/1879] lr: 2.0000e-02 eta: 11:00:06 time: 0.6077 data_time: 0.0164 memory: 13712 grad_norm: 3.5740 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.7606 loss: 1.7606 2022/08/10 23:43:59 - mmengine - INFO - Epoch(train) [18][1140/1879] lr: 2.0000e-02 eta: 10:59:53 time: 0.6357 data_time: 0.0188 memory: 13712 grad_norm: 3.6315 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1807 loss: 2.1807 2022/08/10 23:44:12 - mmengine - INFO - Epoch(train) [18][1160/1879] lr: 2.0000e-02 eta: 10:59:39 time: 0.6395 data_time: 0.0215 memory: 13712 grad_norm: 3.6484 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.0374 loss: 2.0374 2022/08/10 23:44:24 - mmengine - INFO - Epoch(train) [18][1180/1879] lr: 2.0000e-02 eta: 10:59:24 time: 0.5791 data_time: 0.0162 memory: 13712 grad_norm: 3.7134 top1_acc: 0.4375 top5_acc: 0.9375 loss_cls: 2.0037 loss: 2.0037 2022/08/10 23:44:36 - mmengine - INFO - Epoch(train) [18][1200/1879] lr: 2.0000e-02 eta: 10:59:08 time: 0.5890 data_time: 0.0182 memory: 13712 grad_norm: 3.7292 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 1.8671 loss: 1.8671 2022/08/10 23:44:50 - mmengine - INFO - Epoch(train) [18][1220/1879] lr: 2.0000e-02 eta: 10:58:58 time: 0.7344 data_time: 0.0183 memory: 13712 grad_norm: 3.7242 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2002 loss: 2.2002 2022/08/10 23:45:04 - mmengine - INFO - Epoch(train) [18][1240/1879] lr: 2.0000e-02 eta: 10:58:47 time: 0.6841 data_time: 0.0183 memory: 13712 grad_norm: 3.6786 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9582 loss: 1.9582 2022/08/10 23:45:16 - mmengine - INFO - Epoch(train) [18][1260/1879] lr: 2.0000e-02 eta: 10:58:31 time: 0.5779 data_time: 0.0183 memory: 13712 grad_norm: 3.6718 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0054 loss: 2.0054 2022/08/10 23:45:27 - mmengine - INFO - Epoch(train) [18][1280/1879] lr: 2.0000e-02 eta: 10:58:15 time: 0.5786 data_time: 0.0174 memory: 13712 grad_norm: 3.7290 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1797 loss: 2.1797 2022/08/10 23:45:39 - mmengine - INFO - Epoch(train) [18][1300/1879] lr: 2.0000e-02 eta: 10:58:00 time: 0.5860 data_time: 0.0194 memory: 13712 grad_norm: 3.6778 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.1268 loss: 2.1268 2022/08/10 23:45:50 - mmengine - INFO - Epoch(train) [18][1320/1879] lr: 2.0000e-02 eta: 10:57:44 time: 0.5785 data_time: 0.0218 memory: 13712 grad_norm: 3.6118 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8531 loss: 1.8531 2022/08/10 23:46:03 - mmengine - INFO - Epoch(train) [18][1340/1879] lr: 2.0000e-02 eta: 10:57:31 time: 0.6437 data_time: 0.0163 memory: 13712 grad_norm: 3.6790 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9761 loss: 1.9761 2022/08/10 23:46:16 - mmengine - INFO - Epoch(train) [18][1360/1879] lr: 2.0000e-02 eta: 10:57:17 time: 0.6165 data_time: 0.0184 memory: 13712 grad_norm: 3.6438 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.8381 loss: 1.8381 2022/08/10 23:46:27 - mmengine - INFO - Epoch(train) [18][1380/1879] lr: 2.0000e-02 eta: 10:57:01 time: 0.5768 data_time: 0.0198 memory: 13712 grad_norm: 3.7237 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0271 loss: 2.0271 2022/08/10 23:46:39 - mmengine - INFO - Epoch(train) [18][1400/1879] lr: 2.0000e-02 eta: 10:56:46 time: 0.5845 data_time: 0.0195 memory: 13712 grad_norm: 3.7317 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 2.0780 loss: 2.0780 2022/08/10 23:46:54 - mmengine - INFO - Epoch(train) [18][1420/1879] lr: 2.0000e-02 eta: 10:56:37 time: 0.7573 data_time: 0.1403 memory: 13712 grad_norm: 3.6958 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.7467 loss: 1.7467 2022/08/10 23:47:08 - mmengine - INFO - Epoch(train) [18][1440/1879] lr: 2.0000e-02 eta: 10:56:26 time: 0.7022 data_time: 0.1237 memory: 13712 grad_norm: 3.6685 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8838 loss: 1.8838 2022/08/10 23:47:22 - mmengine - INFO - Epoch(train) [18][1460/1879] lr: 2.0000e-02 eta: 10:56:14 time: 0.6906 data_time: 0.0199 memory: 13712 grad_norm: 3.7765 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.9067 loss: 1.9067 2022/08/10 23:47:39 - mmengine - INFO - Epoch(train) [18][1480/1879] lr: 2.0000e-02 eta: 10:56:08 time: 0.8344 data_time: 0.0146 memory: 13712 grad_norm: 3.8405 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.2998 loss: 2.2998 2022/08/10 23:47:52 - mmengine - INFO - Epoch(train) [18][1500/1879] lr: 2.0000e-02 eta: 10:55:55 time: 0.6650 data_time: 0.0191 memory: 13712 grad_norm: 3.7338 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.2366 loss: 2.2366 2022/08/10 23:48:04 - mmengine - INFO - Epoch(train) [18][1520/1879] lr: 2.0000e-02 eta: 10:55:40 time: 0.5835 data_time: 0.0195 memory: 13712 grad_norm: 3.6765 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0072 loss: 2.0072 2022/08/10 23:48:23 - mmengine - INFO - Epoch(train) [18][1540/1879] lr: 2.0000e-02 eta: 10:55:38 time: 0.9546 data_time: 0.0170 memory: 13712 grad_norm: 3.7343 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0011 loss: 2.0011 2022/08/10 23:48:34 - mmengine - INFO - Epoch(train) [18][1560/1879] lr: 2.0000e-02 eta: 10:55:22 time: 0.5849 data_time: 0.0199 memory: 13712 grad_norm: 3.6282 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9510 loss: 1.9510 2022/08/10 23:48:46 - mmengine - INFO - Epoch(train) [18][1580/1879] lr: 2.0000e-02 eta: 10:55:07 time: 0.5797 data_time: 0.0175 memory: 13712 grad_norm: 3.6907 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8495 loss: 1.8495 2022/08/10 23:49:01 - mmengine - INFO - Epoch(train) [18][1600/1879] lr: 2.0000e-02 eta: 10:54:57 time: 0.7463 data_time: 0.0204 memory: 13712 grad_norm: 3.6794 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8698 loss: 1.8698 2022/08/10 23:49:14 - mmengine - INFO - Epoch(train) [18][1620/1879] lr: 2.0000e-02 eta: 10:54:44 time: 0.6363 data_time: 0.0205 memory: 13712 grad_norm: 3.7303 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0750 loss: 2.0750 2022/08/10 23:49:26 - mmengine - INFO - Epoch(train) [18][1640/1879] lr: 2.0000e-02 eta: 10:54:30 time: 0.6443 data_time: 0.0179 memory: 13712 grad_norm: 3.6275 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0955 loss: 2.0955 2022/08/10 23:49:39 - mmengine - INFO - Epoch(train) [18][1660/1879] lr: 2.0000e-02 eta: 10:54:17 time: 0.6467 data_time: 0.0177 memory: 13712 grad_norm: 3.6268 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.1046 loss: 2.1046 2022/08/10 23:49:56 - mmengine - INFO - Epoch(train) [18][1680/1879] lr: 2.0000e-02 eta: 10:54:10 time: 0.8168 data_time: 0.0263 memory: 13712 grad_norm: 3.6532 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.9987 loss: 1.9987 2022/08/10 23:50:07 - mmengine - INFO - Epoch(train) [18][1700/1879] lr: 2.0000e-02 eta: 10:53:55 time: 0.5859 data_time: 0.0179 memory: 13712 grad_norm: 3.6469 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.9312 loss: 1.9312 2022/08/10 23:50:27 - mmengine - INFO - Epoch(train) [18][1720/1879] lr: 2.0000e-02 eta: 10:53:53 time: 0.9610 data_time: 0.0752 memory: 13712 grad_norm: 3.6106 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.9246 loss: 1.9246 2022/08/10 23:50:41 - mmengine - INFO - Epoch(train) [18][1740/1879] lr: 2.0000e-02 eta: 10:53:43 time: 0.7198 data_time: 0.0172 memory: 13712 grad_norm: 3.7222 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 2.1559 loss: 2.1559 2022/08/10 23:50:54 - mmengine - INFO - Epoch(train) [18][1760/1879] lr: 2.0000e-02 eta: 10:53:29 time: 0.6326 data_time: 0.0166 memory: 13712 grad_norm: 3.8075 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9107 loss: 1.9107 2022/08/10 23:51:10 - mmengine - INFO - Epoch(train) [18][1780/1879] lr: 2.0000e-02 eta: 10:53:22 time: 0.8199 data_time: 0.0185 memory: 13712 grad_norm: 3.7104 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.2607 loss: 2.2607 2022/08/10 23:51:22 - mmengine - INFO - Epoch(train) [18][1800/1879] lr: 2.0000e-02 eta: 10:53:06 time: 0.5816 data_time: 0.0181 memory: 13712 grad_norm: 3.7411 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.1586 loss: 2.1586 2022/08/10 23:51:33 - mmengine - INFO - Epoch(train) [18][1820/1879] lr: 2.0000e-02 eta: 10:52:51 time: 0.5808 data_time: 0.0188 memory: 13712 grad_norm: 3.6584 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8835 loss: 1.8835 2022/08/10 23:51:45 - mmengine - INFO - Epoch(train) [18][1840/1879] lr: 2.0000e-02 eta: 10:52:35 time: 0.5764 data_time: 0.0168 memory: 13712 grad_norm: 3.6446 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.1335 loss: 2.1335 2022/08/10 23:51:58 - mmengine - INFO - Epoch(train) [18][1860/1879] lr: 2.0000e-02 eta: 10:52:22 time: 0.6353 data_time: 0.0163 memory: 13712 grad_norm: 3.5708 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 2.0102 loss: 2.0102 2022/08/10 23:52:09 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/10 23:52:09 - mmengine - INFO - Epoch(train) [18][1879/1879] lr: 2.0000e-02 eta: 10:52:22 time: 0.5943 data_time: 0.0173 memory: 13712 grad_norm: 3.7443 top1_acc: 0.7143 top5_acc: 0.7143 loss_cls: 1.9325 loss: 1.9325 2022/08/10 23:52:09 - mmengine - INFO - Saving checkpoint at 18 epochs 2022/08/10 23:53:29 - mmengine - INFO - Epoch(val) [18][20/155] eta: 0:08:46 time: 3.8990 data_time: 2.5185 memory: 14838 2022/08/10 23:54:28 - mmengine - INFO - Epoch(val) [18][40/155] eta: 0:05:39 time: 2.9488 data_time: 1.5672 memory: 14838 2022/08/10 23:55:37 - mmengine - INFO - Epoch(val) [18][60/155] eta: 0:05:32 time: 3.4968 data_time: 2.1219 memory: 14838 2022/08/10 23:56:36 - mmengine - INFO - Epoch(val) [18][80/155] eta: 0:03:38 time: 2.9086 data_time: 1.5295 memory: 14838 2022/08/10 23:57:42 - mmengine - INFO - Epoch(val) [18][100/155] eta: 0:03:03 time: 3.3410 data_time: 1.9642 memory: 14838 2022/08/10 23:58:49 - mmengine - INFO - Epoch(val) [18][120/155] eta: 0:01:56 time: 3.3399 data_time: 1.9681 memory: 14838 2022/08/11 00:00:08 - mmengine - INFO - Epoch(val) [18][140/155] eta: 0:00:58 time: 3.9330 data_time: 2.5602 memory: 14838 2022/08/11 00:00:46 - mmengine - INFO - Epoch(val) [18][155/155] acc/top1: 0.6086 acc/top5: 0.8403 acc/mean1: 0.6084 2022/08/11 00:00:46 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_r50_dense_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_15.pth is removed 2022/08/11 00:00:47 - mmengine - INFO - The best checkpoint with 0.6086 acc/top1 at 19 epoch is saved to best_acc/top1_epoch_19.pth. 2022/08/11 00:01:05 - mmengine - INFO - Epoch(train) [19][20/1879] lr: 2.0000e-02 eta: 10:51:43 time: 0.9054 data_time: 0.1776 memory: 14838 grad_norm: 3.7976 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8966 loss: 1.8966 2022/08/11 00:01:18 - mmengine - INFO - Epoch(train) [19][40/1879] lr: 2.0000e-02 eta: 10:51:30 time: 0.6473 data_time: 0.0179 memory: 13712 grad_norm: 3.6703 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.9607 loss: 1.9607 2022/08/11 00:01:36 - mmengine - INFO - Epoch(train) [19][60/1879] lr: 2.0000e-02 eta: 10:51:27 time: 0.9152 data_time: 0.0158 memory: 13712 grad_norm: 3.6530 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.0087 loss: 2.0087 2022/08/11 00:01:49 - mmengine - INFO - Epoch(train) [19][80/1879] lr: 2.0000e-02 eta: 10:51:13 time: 0.6429 data_time: 0.0175 memory: 13712 grad_norm: 3.6237 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 2.0734 loss: 2.0734 2022/08/11 00:02:02 - mmengine - INFO - Epoch(train) [19][100/1879] lr: 2.0000e-02 eta: 10:51:01 time: 0.6683 data_time: 0.0181 memory: 13712 grad_norm: 3.6717 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9663 loss: 1.9663 2022/08/11 00:02:16 - mmengine - INFO - Epoch(train) [19][120/1879] lr: 2.0000e-02 eta: 10:50:48 time: 0.6584 data_time: 0.0173 memory: 13712 grad_norm: 3.5631 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.2489 loss: 2.2489 2022/08/11 00:02:29 - mmengine - INFO - Epoch(train) [19][140/1879] lr: 2.0000e-02 eta: 10:50:37 time: 0.6907 data_time: 0.0165 memory: 13712 grad_norm: 3.7684 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.8164 loss: 1.8164 2022/08/11 00:02:42 - mmengine - INFO - Epoch(train) [19][160/1879] lr: 2.0000e-02 eta: 10:50:23 time: 0.6487 data_time: 0.0183 memory: 13712 grad_norm: 3.6479 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.0354 loss: 2.0354 2022/08/11 00:02:54 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 00:02:55 - mmengine - INFO - Epoch(train) [19][180/1879] lr: 2.0000e-02 eta: 10:50:10 time: 0.6451 data_time: 0.0168 memory: 13712 grad_norm: 3.7199 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.0223 loss: 2.0223 2022/08/11 00:03:09 - mmengine - INFO - Epoch(train) [19][200/1879] lr: 2.0000e-02 eta: 10:49:59 time: 0.7011 data_time: 0.0496 memory: 13712 grad_norm: 3.7974 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 1.8631 loss: 1.8631 2022/08/11 00:03:24 - mmengine - INFO - Epoch(train) [19][220/1879] lr: 2.0000e-02 eta: 10:49:49 time: 0.7245 data_time: 0.1219 memory: 13712 grad_norm: 3.7518 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0444 loss: 2.0444 2022/08/11 00:03:38 - mmengine - INFO - Epoch(train) [19][240/1879] lr: 2.0000e-02 eta: 10:49:38 time: 0.7104 data_time: 0.0178 memory: 13712 grad_norm: 3.6266 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.7988 loss: 1.7988 2022/08/11 00:03:56 - mmengine - INFO - Epoch(train) [19][260/1879] lr: 2.0000e-02 eta: 10:49:34 time: 0.9097 data_time: 0.0155 memory: 13712 grad_norm: 3.7310 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.2968 loss: 2.2968 2022/08/11 00:04:12 - mmengine - INFO - Epoch(train) [19][280/1879] lr: 2.0000e-02 eta: 10:49:26 time: 0.8012 data_time: 0.0202 memory: 13712 grad_norm: 3.6335 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.0900 loss: 2.0900 2022/08/11 00:04:32 - mmengine - INFO - Epoch(train) [19][300/1879] lr: 2.0000e-02 eta: 10:49:24 time: 0.9754 data_time: 0.0181 memory: 13712 grad_norm: 3.5572 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8346 loss: 1.8346 2022/08/11 00:04:48 - mmengine - INFO - Epoch(train) [19][320/1879] lr: 2.0000e-02 eta: 10:49:17 time: 0.8054 data_time: 0.0186 memory: 13712 grad_norm: 3.6921 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.9224 loss: 1.9224 2022/08/11 00:05:00 - mmengine - INFO - Epoch(train) [19][340/1879] lr: 2.0000e-02 eta: 10:49:01 time: 0.5823 data_time: 0.0184 memory: 13712 grad_norm: 3.6157 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9024 loss: 1.9024 2022/08/11 00:05:12 - mmengine - INFO - Epoch(train) [19][360/1879] lr: 2.0000e-02 eta: 10:48:47 time: 0.6233 data_time: 0.0207 memory: 13712 grad_norm: 3.7245 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.9303 loss: 1.9303 2022/08/11 00:05:25 - mmengine - INFO - Epoch(train) [19][380/1879] lr: 2.0000e-02 eta: 10:48:34 time: 0.6446 data_time: 0.0171 memory: 13712 grad_norm: 3.7081 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8240 loss: 1.8240 2022/08/11 00:05:38 - mmengine - INFO - Epoch(train) [19][400/1879] lr: 2.0000e-02 eta: 10:48:22 time: 0.6736 data_time: 0.0197 memory: 13712 grad_norm: 3.5818 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.9411 loss: 1.9411 2022/08/11 00:05:53 - mmengine - INFO - Epoch(train) [19][420/1879] lr: 2.0000e-02 eta: 10:48:12 time: 0.7340 data_time: 0.0162 memory: 13712 grad_norm: 3.7136 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8611 loss: 1.8611 2022/08/11 00:06:06 - mmengine - INFO - Epoch(train) [19][440/1879] lr: 2.0000e-02 eta: 10:47:58 time: 0.6331 data_time: 0.0202 memory: 13712 grad_norm: 3.6799 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9007 loss: 1.9007 2022/08/11 00:06:22 - mmengine - INFO - Epoch(train) [19][460/1879] lr: 2.0000e-02 eta: 10:47:51 time: 0.8186 data_time: 0.0199 memory: 13712 grad_norm: 3.6745 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.8343 loss: 1.8343 2022/08/11 00:06:34 - mmengine - INFO - Epoch(train) [19][480/1879] lr: 2.0000e-02 eta: 10:47:36 time: 0.5945 data_time: 0.0174 memory: 13712 grad_norm: 3.7222 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.8365 loss: 1.8365 2022/08/11 00:06:53 - mmengine - INFO - Epoch(train) [19][500/1879] lr: 2.0000e-02 eta: 10:47:33 time: 0.9477 data_time: 0.0170 memory: 13712 grad_norm: 3.6251 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.8901 loss: 1.8901 2022/08/11 00:07:05 - mmengine - INFO - Epoch(train) [19][520/1879] lr: 2.0000e-02 eta: 10:47:17 time: 0.5789 data_time: 0.0184 memory: 13712 grad_norm: 3.7170 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8677 loss: 1.8677 2022/08/11 00:07:18 - mmengine - INFO - Epoch(train) [19][540/1879] lr: 2.0000e-02 eta: 10:47:05 time: 0.6762 data_time: 0.0170 memory: 13712 grad_norm: 3.6858 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.1794 loss: 2.1794 2022/08/11 00:07:30 - mmengine - INFO - Epoch(train) [19][560/1879] lr: 2.0000e-02 eta: 10:46:50 time: 0.5886 data_time: 0.0197 memory: 13712 grad_norm: 3.7549 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 2.0130 loss: 2.0130 2022/08/11 00:07:45 - mmengine - INFO - Epoch(train) [19][580/1879] lr: 2.0000e-02 eta: 10:46:41 time: 0.7634 data_time: 0.0173 memory: 13712 grad_norm: 3.6820 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 1.9918 loss: 1.9918 2022/08/11 00:08:00 - mmengine - INFO - Epoch(train) [19][600/1879] lr: 2.0000e-02 eta: 10:46:31 time: 0.7321 data_time: 0.0202 memory: 13712 grad_norm: 3.7550 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1137 loss: 2.1137 2022/08/11 00:08:14 - mmengine - INFO - Epoch(train) [19][620/1879] lr: 2.0000e-02 eta: 10:46:20 time: 0.7207 data_time: 0.0172 memory: 13712 grad_norm: 3.6155 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0822 loss: 2.0822 2022/08/11 00:08:28 - mmengine - INFO - Epoch(train) [19][640/1879] lr: 2.0000e-02 eta: 10:46:09 time: 0.7026 data_time: 0.0196 memory: 13712 grad_norm: 3.6722 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.8951 loss: 1.8951 2022/08/11 00:08:46 - mmengine - INFO - Epoch(train) [19][660/1879] lr: 2.0000e-02 eta: 10:46:03 time: 0.8616 data_time: 0.0178 memory: 13712 grad_norm: 3.6791 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.0206 loss: 2.0206 2022/08/11 00:08:57 - mmengine - INFO - Epoch(train) [19][680/1879] lr: 2.0000e-02 eta: 10:45:47 time: 0.5810 data_time: 0.0186 memory: 13712 grad_norm: 3.6853 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1433 loss: 2.1433 2022/08/11 00:09:15 - mmengine - INFO - Epoch(train) [19][700/1879] lr: 2.0000e-02 eta: 10:45:42 time: 0.8748 data_time: 0.0172 memory: 13712 grad_norm: 3.7343 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.0780 loss: 2.0780 2022/08/11 00:09:27 - mmengine - INFO - Epoch(train) [19][720/1879] lr: 2.0000e-02 eta: 10:45:28 time: 0.6317 data_time: 0.0209 memory: 13712 grad_norm: 3.7665 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.1301 loss: 2.1301 2022/08/11 00:09:40 - mmengine - INFO - Epoch(train) [19][740/1879] lr: 2.0000e-02 eta: 10:45:15 time: 0.6387 data_time: 0.0167 memory: 13712 grad_norm: 3.7555 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.1222 loss: 2.1222 2022/08/11 00:09:58 - mmengine - INFO - Epoch(train) [19][760/1879] lr: 2.0000e-02 eta: 10:45:09 time: 0.8732 data_time: 0.3127 memory: 13712 grad_norm: 3.6475 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.9196 loss: 1.9196 2022/08/11 00:10:15 - mmengine - INFO - Epoch(train) [19][780/1879] lr: 2.0000e-02 eta: 10:45:04 time: 0.8825 data_time: 0.3189 memory: 13712 grad_norm: 3.6029 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1146 loss: 2.1146 2022/08/11 00:10:28 - mmengine - INFO - Epoch(train) [19][800/1879] lr: 2.0000e-02 eta: 10:44:51 time: 0.6306 data_time: 0.0609 memory: 13712 grad_norm: 3.7457 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7796 loss: 1.7796 2022/08/11 00:10:50 - mmengine - INFO - Epoch(train) [19][820/1879] lr: 2.0000e-02 eta: 10:44:54 time: 1.1209 data_time: 0.0464 memory: 13712 grad_norm: 3.7207 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.0172 loss: 2.0172 2022/08/11 00:11:06 - mmengine - INFO - Epoch(train) [19][840/1879] lr: 2.0000e-02 eta: 10:44:45 time: 0.7939 data_time: 0.0176 memory: 13712 grad_norm: 3.7334 top1_acc: 0.3750 top5_acc: 0.9375 loss_cls: 2.1037 loss: 2.1037 2022/08/11 00:11:23 - mmengine - INFO - Epoch(train) [19][860/1879] lr: 2.0000e-02 eta: 10:44:39 time: 0.8482 data_time: 0.0175 memory: 13712 grad_norm: 3.7744 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1110 loss: 2.1110 2022/08/11 00:11:37 - mmengine - INFO - Epoch(train) [19][880/1879] lr: 2.0000e-02 eta: 10:44:27 time: 0.6863 data_time: 0.0197 memory: 13712 grad_norm: 3.6683 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.8192 loss: 1.8192 2022/08/11 00:11:53 - mmengine - INFO - Epoch(train) [19][900/1879] lr: 2.0000e-02 eta: 10:44:20 time: 0.8314 data_time: 0.0151 memory: 13712 grad_norm: 3.6602 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9280 loss: 1.9280 2022/08/11 00:12:05 - mmengine - INFO - Epoch(train) [19][920/1879] lr: 2.0000e-02 eta: 10:44:05 time: 0.5991 data_time: 0.0193 memory: 13712 grad_norm: 3.6981 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1837 loss: 2.1837 2022/08/11 00:12:18 - mmengine - INFO - Epoch(train) [19][940/1879] lr: 2.0000e-02 eta: 10:43:51 time: 0.6056 data_time: 0.0181 memory: 13712 grad_norm: 3.6979 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0859 loss: 2.0859 2022/08/11 00:12:32 - mmengine - INFO - Epoch(train) [19][960/1879] lr: 2.0000e-02 eta: 10:43:40 time: 0.7216 data_time: 0.0177 memory: 13712 grad_norm: 3.6466 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.8446 loss: 1.8446 2022/08/11 00:12:45 - mmengine - INFO - Epoch(train) [19][980/1879] lr: 2.0000e-02 eta: 10:43:27 time: 0.6624 data_time: 0.0176 memory: 13712 grad_norm: 3.6733 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0267 loss: 2.0267 2022/08/11 00:12:57 - mmengine - INFO - Epoch(train) [19][1000/1879] lr: 2.0000e-02 eta: 10:43:12 time: 0.5831 data_time: 0.0187 memory: 13712 grad_norm: 3.7306 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.0223 loss: 2.0223 2022/08/11 00:13:10 - mmengine - INFO - Epoch(train) [19][1020/1879] lr: 2.0000e-02 eta: 10:43:00 time: 0.6806 data_time: 0.0175 memory: 13712 grad_norm: 3.6957 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 2.0173 loss: 2.0173 2022/08/11 00:13:30 - mmengine - INFO - Epoch(train) [19][1040/1879] lr: 2.0000e-02 eta: 10:42:57 time: 0.9707 data_time: 0.0196 memory: 13712 grad_norm: 3.6721 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.1315 loss: 2.1315 2022/08/11 00:13:43 - mmengine - INFO - Epoch(train) [19][1060/1879] lr: 2.0000e-02 eta: 10:42:45 time: 0.6666 data_time: 0.0174 memory: 13712 grad_norm: 3.6274 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0102 loss: 2.0102 2022/08/11 00:14:02 - mmengine - INFO - Epoch(train) [19][1080/1879] lr: 2.0000e-02 eta: 10:42:42 time: 0.9492 data_time: 0.0776 memory: 13712 grad_norm: 3.6369 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.1747 loss: 2.1747 2022/08/11 00:14:19 - mmengine - INFO - Epoch(train) [19][1100/1879] lr: 2.0000e-02 eta: 10:42:35 time: 0.8424 data_time: 0.0169 memory: 13712 grad_norm: 3.6301 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.9209 loss: 1.9209 2022/08/11 00:14:35 - mmengine - INFO - Epoch(train) [19][1120/1879] lr: 2.0000e-02 eta: 10:42:27 time: 0.8089 data_time: 0.0174 memory: 13712 grad_norm: 3.6812 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1674 loss: 2.1674 2022/08/11 00:14:51 - mmengine - INFO - Epoch(train) [19][1140/1879] lr: 2.0000e-02 eta: 10:42:19 time: 0.8091 data_time: 0.0188 memory: 13712 grad_norm: 3.7306 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.7679 loss: 1.7679 2022/08/11 00:15:03 - mmengine - INFO - Epoch(train) [19][1160/1879] lr: 2.0000e-02 eta: 10:42:04 time: 0.5946 data_time: 0.0187 memory: 13712 grad_norm: 3.7398 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.1497 loss: 2.1497 2022/08/11 00:15:20 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 00:15:21 - mmengine - INFO - Epoch(train) [19][1180/1879] lr: 2.0000e-02 eta: 10:42:00 time: 0.8972 data_time: 0.0195 memory: 13712 grad_norm: 3.7182 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.9475 loss: 1.9475 2022/08/11 00:15:40 - mmengine - INFO - Epoch(train) [19][1200/1879] lr: 2.0000e-02 eta: 10:41:56 time: 0.9348 data_time: 0.2850 memory: 13712 grad_norm: 3.5862 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7132 loss: 1.7132 2022/08/11 00:15:52 - mmengine - INFO - Epoch(train) [19][1220/1879] lr: 2.0000e-02 eta: 10:41:42 time: 0.6207 data_time: 0.0181 memory: 13712 grad_norm: 3.7055 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.1078 loss: 2.1078 2022/08/11 00:16:08 - mmengine - INFO - Epoch(train) [19][1240/1879] lr: 2.0000e-02 eta: 10:41:33 time: 0.7725 data_time: 0.0202 memory: 13712 grad_norm: 3.7277 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0893 loss: 2.0893 2022/08/11 00:16:21 - mmengine - INFO - Epoch(train) [19][1260/1879] lr: 2.0000e-02 eta: 10:41:19 time: 0.6368 data_time: 0.0172 memory: 13712 grad_norm: 3.6689 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 2.1536 loss: 2.1536 2022/08/11 00:16:36 - mmengine - INFO - Epoch(train) [19][1280/1879] lr: 2.0000e-02 eta: 10:41:10 time: 0.7677 data_time: 0.0190 memory: 13712 grad_norm: 3.6861 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.9659 loss: 1.9659 2022/08/11 00:16:50 - mmengine - INFO - Epoch(train) [19][1300/1879] lr: 2.0000e-02 eta: 10:40:59 time: 0.7150 data_time: 0.0151 memory: 13712 grad_norm: 3.7602 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.0423 loss: 2.0423 2022/08/11 00:17:04 - mmengine - INFO - Epoch(train) [19][1320/1879] lr: 2.0000e-02 eta: 10:40:46 time: 0.6647 data_time: 0.0180 memory: 13712 grad_norm: 3.7141 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9803 loss: 1.9803 2022/08/11 00:17:24 - mmengine - INFO - Epoch(train) [19][1340/1879] lr: 2.0000e-02 eta: 10:40:45 time: 1.0177 data_time: 0.0194 memory: 13712 grad_norm: 3.5700 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 1.9768 loss: 1.9768 2022/08/11 00:17:36 - mmengine - INFO - Epoch(train) [19][1360/1879] lr: 2.0000e-02 eta: 10:40:30 time: 0.5946 data_time: 0.0224 memory: 13712 grad_norm: 3.7448 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.0647 loss: 2.0647 2022/08/11 00:17:51 - mmengine - INFO - Epoch(train) [19][1380/1879] lr: 2.0000e-02 eta: 10:40:20 time: 0.7487 data_time: 0.1007 memory: 13712 grad_norm: 3.7134 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0588 loss: 2.0588 2022/08/11 00:18:03 - mmengine - INFO - Epoch(train) [19][1400/1879] lr: 2.0000e-02 eta: 10:40:05 time: 0.5908 data_time: 0.0266 memory: 13712 grad_norm: 3.6178 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.9787 loss: 1.9787 2022/08/11 00:18:20 - mmengine - INFO - Epoch(train) [19][1420/1879] lr: 2.0000e-02 eta: 10:39:59 time: 0.8616 data_time: 0.0166 memory: 13712 grad_norm: 3.6384 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.8108 loss: 1.8108 2022/08/11 00:18:33 - mmengine - INFO - Epoch(train) [19][1440/1879] lr: 2.0000e-02 eta: 10:39:45 time: 0.6408 data_time: 0.0168 memory: 13712 grad_norm: 3.6294 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.9665 loss: 1.9665 2022/08/11 00:18:47 - mmengine - INFO - Epoch(train) [19][1460/1879] lr: 2.0000e-02 eta: 10:39:35 time: 0.7265 data_time: 0.0198 memory: 13712 grad_norm: 3.6122 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1337 loss: 2.1337 2022/08/11 00:19:07 - mmengine - INFO - Epoch(train) [19][1480/1879] lr: 2.0000e-02 eta: 10:39:32 time: 0.9810 data_time: 0.0186 memory: 13712 grad_norm: 3.7376 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.0265 loss: 2.0265 2022/08/11 00:19:23 - mmengine - INFO - Epoch(train) [19][1500/1879] lr: 2.0000e-02 eta: 10:39:25 time: 0.8225 data_time: 0.0166 memory: 13712 grad_norm: 3.7281 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1247 loss: 2.1247 2022/08/11 00:19:39 - mmengine - INFO - Epoch(train) [19][1520/1879] lr: 2.0000e-02 eta: 10:39:16 time: 0.7899 data_time: 0.0202 memory: 13712 grad_norm: 3.6133 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 2.1631 loss: 2.1631 2022/08/11 00:19:54 - mmengine - INFO - Epoch(train) [19][1540/1879] lr: 2.0000e-02 eta: 10:39:06 time: 0.7258 data_time: 0.0164 memory: 13712 grad_norm: 3.6098 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.9354 loss: 1.9354 2022/08/11 00:20:07 - mmengine - INFO - Epoch(train) [19][1560/1879] lr: 2.0000e-02 eta: 10:38:52 time: 0.6499 data_time: 0.0186 memory: 13712 grad_norm: 3.6479 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8377 loss: 1.8377 2022/08/11 00:20:19 - mmengine - INFO - Epoch(train) [19][1580/1879] lr: 2.0000e-02 eta: 10:38:37 time: 0.5988 data_time: 0.0316 memory: 13712 grad_norm: 3.6737 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.2233 loss: 2.2233 2022/08/11 00:20:39 - mmengine - INFO - Epoch(train) [19][1600/1879] lr: 2.0000e-02 eta: 10:38:36 time: 1.0192 data_time: 0.0192 memory: 13712 grad_norm: 3.6351 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.0634 loss: 2.0634 2022/08/11 00:20:55 - mmengine - INFO - Epoch(train) [19][1620/1879] lr: 2.0000e-02 eta: 10:38:27 time: 0.7775 data_time: 0.0167 memory: 13712 grad_norm: 3.7282 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.9696 loss: 1.9696 2022/08/11 00:21:12 - mmengine - INFO - Epoch(train) [19][1640/1879] lr: 2.0000e-02 eta: 10:38:21 time: 0.8492 data_time: 0.0181 memory: 13712 grad_norm: 3.7796 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.1941 loss: 2.1941 2022/08/11 00:21:28 - mmengine - INFO - Epoch(train) [19][1660/1879] lr: 2.0000e-02 eta: 10:38:13 time: 0.8215 data_time: 0.0173 memory: 13712 grad_norm: 3.7658 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1790 loss: 2.1790 2022/08/11 00:21:43 - mmengine - INFO - Epoch(train) [19][1680/1879] lr: 2.0000e-02 eta: 10:38:03 time: 0.7495 data_time: 0.0204 memory: 13712 grad_norm: 3.7346 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.9284 loss: 1.9284 2022/08/11 00:21:58 - mmengine - INFO - Epoch(train) [19][1700/1879] lr: 2.0000e-02 eta: 10:37:53 time: 0.7440 data_time: 0.0176 memory: 13712 grad_norm: 3.6361 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.9748 loss: 1.9748 2022/08/11 00:22:13 - mmengine - INFO - Epoch(train) [19][1720/1879] lr: 2.0000e-02 eta: 10:37:42 time: 0.7323 data_time: 0.0565 memory: 13712 grad_norm: 3.6018 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8880 loss: 1.8880 2022/08/11 00:22:28 - mmengine - INFO - Epoch(train) [19][1740/1879] lr: 2.0000e-02 eta: 10:37:34 time: 0.7859 data_time: 0.0186 memory: 13712 grad_norm: 3.6113 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.8158 loss: 1.8158 2022/08/11 00:22:40 - mmengine - INFO - Epoch(train) [19][1760/1879] lr: 2.0000e-02 eta: 10:37:18 time: 0.5783 data_time: 0.0182 memory: 13712 grad_norm: 3.7586 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.1512 loss: 2.1512 2022/08/11 00:22:54 - mmengine - INFO - Epoch(train) [19][1780/1879] lr: 2.0000e-02 eta: 10:37:06 time: 0.6933 data_time: 0.0171 memory: 13712 grad_norm: 3.6025 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.9627 loss: 1.9627 2022/08/11 00:23:07 - mmengine - INFO - Epoch(train) [19][1800/1879] lr: 2.0000e-02 eta: 10:36:54 time: 0.6794 data_time: 0.0207 memory: 13712 grad_norm: 3.7001 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.2774 loss: 2.2774 2022/08/11 00:23:20 - mmengine - INFO - Epoch(train) [19][1820/1879] lr: 2.0000e-02 eta: 10:36:40 time: 0.6373 data_time: 0.0155 memory: 13712 grad_norm: 3.6701 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.0163 loss: 2.0163 2022/08/11 00:23:32 - mmengine - INFO - Epoch(train) [19][1840/1879] lr: 2.0000e-02 eta: 10:36:25 time: 0.5844 data_time: 0.0201 memory: 13712 grad_norm: 3.5930 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1537 loss: 2.1537 2022/08/11 00:23:49 - mmengine - INFO - Epoch(train) [19][1860/1879] lr: 2.0000e-02 eta: 10:36:18 time: 0.8607 data_time: 0.0152 memory: 13712 grad_norm: 3.6435 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 2.0197 loss: 2.0197 2022/08/11 00:24:03 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 00:24:03 - mmengine - INFO - Epoch(train) [19][1879/1879] lr: 2.0000e-02 eta: 10:36:18 time: 0.7225 data_time: 0.0170 memory: 13712 grad_norm: 3.7240 top1_acc: 0.2857 top5_acc: 0.4286 loss_cls: 2.0654 loss: 2.0654 2022/08/11 00:25:22 - mmengine - INFO - Epoch(val) [19][20/155] eta: 0:08:52 time: 3.9417 data_time: 2.5648 memory: 14838 2022/08/11 00:26:22 - mmengine - INFO - Epoch(val) [19][40/155] eta: 0:05:45 time: 3.0012 data_time: 1.6280 memory: 14838 2022/08/11 00:27:38 - mmengine - INFO - Epoch(val) [19][60/155] eta: 0:06:03 time: 3.8299 data_time: 2.4522 memory: 14838 2022/08/11 00:28:36 - mmengine - INFO - Epoch(val) [19][80/155] eta: 0:03:36 time: 2.8927 data_time: 1.5161 memory: 14838 2022/08/11 00:29:52 - mmengine - INFO - Epoch(val) [19][100/155] eta: 0:03:28 time: 3.7975 data_time: 2.4224 memory: 14838 2022/08/11 00:30:54 - mmengine - INFO - Epoch(val) [19][120/155] eta: 0:01:48 time: 3.1142 data_time: 1.7424 memory: 14838 2022/08/11 00:32:08 - mmengine - INFO - Epoch(val) [19][140/155] eta: 0:00:55 time: 3.6806 data_time: 2.3077 memory: 14838 2022/08/11 00:32:55 - mmengine - INFO - Epoch(val) [19][155/155] acc/top1: 0.6088 acc/top5: 0.8349 acc/mean1: 0.6087 2022/08/11 00:32:55 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_r50_dense_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_19.pth is removed 2022/08/11 00:32:56 - mmengine - INFO - The best checkpoint with 0.6088 acc/top1 at 20 epoch is saved to best_acc/top1_epoch_20.pth. 2022/08/11 00:33:16 - mmengine - INFO - Epoch(train) [20][20/1879] lr: 2.0000e-02 eta: 10:35:43 time: 0.9848 data_time: 0.1243 memory: 14838 grad_norm: 3.5383 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9359 loss: 1.9359 2022/08/11 00:33:28 - mmengine - INFO - Epoch(train) [20][40/1879] lr: 2.0000e-02 eta: 10:35:28 time: 0.5793 data_time: 0.0198 memory: 13712 grad_norm: 3.6331 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.0155 loss: 2.0155 2022/08/11 00:33:39 - mmengine - INFO - Epoch(train) [20][60/1879] lr: 2.0000e-02 eta: 10:35:12 time: 0.5821 data_time: 0.0168 memory: 13712 grad_norm: 3.6866 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.9325 loss: 1.9325 2022/08/11 00:33:51 - mmengine - INFO - Epoch(train) [20][80/1879] lr: 2.0000e-02 eta: 10:34:57 time: 0.5796 data_time: 0.0173 memory: 13712 grad_norm: 3.6396 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9232 loss: 1.9232 2022/08/11 00:34:04 - mmengine - INFO - Epoch(train) [20][100/1879] lr: 2.0000e-02 eta: 10:34:44 time: 0.6577 data_time: 0.0172 memory: 13712 grad_norm: 3.7452 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.9623 loss: 1.9623 2022/08/11 00:34:15 - mmengine - INFO - Epoch(train) [20][120/1879] lr: 2.0000e-02 eta: 10:34:28 time: 0.5750 data_time: 0.0190 memory: 13712 grad_norm: 3.6708 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.0213 loss: 2.0213 2022/08/11 00:34:27 - mmengine - INFO - Epoch(train) [20][140/1879] lr: 2.0000e-02 eta: 10:34:12 time: 0.5816 data_time: 0.0164 memory: 13712 grad_norm: 3.6833 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.9923 loss: 1.9923 2022/08/11 00:34:39 - mmengine - INFO - Epoch(train) [20][160/1879] lr: 2.0000e-02 eta: 10:33:57 time: 0.5879 data_time: 0.0261 memory: 13712 grad_norm: 3.5481 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9573 loss: 1.9573 2022/08/11 00:34:52 - mmengine - INFO - Epoch(train) [20][180/1879] lr: 2.0000e-02 eta: 10:33:45 time: 0.6816 data_time: 0.0187 memory: 13712 grad_norm: 3.6346 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.8850 loss: 1.8850 2022/08/11 00:35:04 - mmengine - INFO - Epoch(train) [20][200/1879] lr: 2.0000e-02 eta: 10:33:29 time: 0.5802 data_time: 0.0183 memory: 13712 grad_norm: 3.6810 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7626 loss: 1.7626 2022/08/11 00:35:19 - mmengine - INFO - Epoch(train) [20][220/1879] lr: 2.0000e-02 eta: 10:33:19 time: 0.7453 data_time: 0.0205 memory: 13712 grad_norm: 3.6799 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8419 loss: 1.8419 2022/08/11 00:35:33 - mmengine - INFO - Epoch(train) [20][240/1879] lr: 2.0000e-02 eta: 10:33:08 time: 0.7005 data_time: 0.0214 memory: 13712 grad_norm: 3.8458 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.0284 loss: 2.0284 2022/08/11 00:35:45 - mmengine - INFO - Epoch(train) [20][260/1879] lr: 2.0000e-02 eta: 10:32:52 time: 0.5861 data_time: 0.0157 memory: 13712 grad_norm: 3.6657 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9868 loss: 1.9868 2022/08/11 00:35:58 - mmengine - INFO - Epoch(train) [20][280/1879] lr: 2.0000e-02 eta: 10:32:39 time: 0.6638 data_time: 0.0196 memory: 13712 grad_norm: 3.6611 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8621 loss: 1.8621 2022/08/11 00:36:09 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 00:36:10 - mmengine - INFO - Epoch(train) [20][300/1879] lr: 2.0000e-02 eta: 10:32:24 time: 0.5785 data_time: 0.0162 memory: 13712 grad_norm: 3.6345 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 2.0608 loss: 2.0608 2022/08/11 00:36:22 - mmengine - INFO - Epoch(train) [20][320/1879] lr: 2.0000e-02 eta: 10:32:09 time: 0.6116 data_time: 0.0190 memory: 13712 grad_norm: 3.7788 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.9925 loss: 1.9925 2022/08/11 00:36:35 - mmengine - INFO - Epoch(train) [20][340/1879] lr: 2.0000e-02 eta: 10:31:57 time: 0.6743 data_time: 0.1056 memory: 13712 grad_norm: 3.6709 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.8866 loss: 1.8866 2022/08/11 00:36:49 - mmengine - INFO - Epoch(train) [20][360/1879] lr: 2.0000e-02 eta: 10:31:44 time: 0.6657 data_time: 0.1045 memory: 13712 grad_norm: 3.7359 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.1061 loss: 2.1061 2022/08/11 00:37:00 - mmengine - INFO - Epoch(train) [20][380/1879] lr: 2.0000e-02 eta: 10:31:29 time: 0.5791 data_time: 0.0163 memory: 13712 grad_norm: 3.7248 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0154 loss: 2.0154 2022/08/11 00:37:13 - mmengine - INFO - Epoch(train) [20][400/1879] lr: 2.0000e-02 eta: 10:31:15 time: 0.6222 data_time: 0.0182 memory: 13712 grad_norm: 3.6791 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 1.8585 loss: 1.8585 2022/08/11 00:37:25 - mmengine - INFO - Epoch(train) [20][420/1879] lr: 2.0000e-02 eta: 10:31:00 time: 0.6162 data_time: 0.0164 memory: 13712 grad_norm: 3.6503 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9358 loss: 1.9358 2022/08/11 00:37:37 - mmengine - INFO - Epoch(train) [20][440/1879] lr: 2.0000e-02 eta: 10:30:45 time: 0.5885 data_time: 0.0177 memory: 13712 grad_norm: 3.6293 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.1753 loss: 2.1753 2022/08/11 00:37:48 - mmengine - INFO - Epoch(train) [20][460/1879] lr: 2.0000e-02 eta: 10:30:30 time: 0.5815 data_time: 0.0175 memory: 13712 grad_norm: 3.6637 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9571 loss: 1.9571 2022/08/11 00:38:00 - mmengine - INFO - Epoch(train) [20][480/1879] lr: 2.0000e-02 eta: 10:30:14 time: 0.5758 data_time: 0.0195 memory: 13712 grad_norm: 3.7098 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1342 loss: 2.1342 2022/08/11 00:38:11 - mmengine - INFO - Epoch(train) [20][500/1879] lr: 2.0000e-02 eta: 10:29:58 time: 0.5753 data_time: 0.0157 memory: 13712 grad_norm: 3.6990 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7855 loss: 1.7855 2022/08/11 00:38:23 - mmengine - INFO - Epoch(train) [20][520/1879] lr: 2.0000e-02 eta: 10:29:43 time: 0.5809 data_time: 0.0184 memory: 13712 grad_norm: 3.6652 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.0223 loss: 2.0223 2022/08/11 00:38:35 - mmengine - INFO - Epoch(train) [20][540/1879] lr: 2.0000e-02 eta: 10:29:27 time: 0.5768 data_time: 0.0179 memory: 13712 grad_norm: 3.6252 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8009 loss: 1.8009 2022/08/11 00:38:46 - mmengine - INFO - Epoch(train) [20][560/1879] lr: 2.0000e-02 eta: 10:29:12 time: 0.5805 data_time: 0.0180 memory: 13712 grad_norm: 3.6856 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9653 loss: 1.9653 2022/08/11 00:38:58 - mmengine - INFO - Epoch(train) [20][580/1879] lr: 2.0000e-02 eta: 10:28:57 time: 0.5836 data_time: 0.0181 memory: 13712 grad_norm: 3.6301 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8441 loss: 1.8441 2022/08/11 00:39:10 - mmengine - INFO - Epoch(train) [20][600/1879] lr: 2.0000e-02 eta: 10:28:42 time: 0.6102 data_time: 0.0172 memory: 13712 grad_norm: 3.7218 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0095 loss: 2.0095 2022/08/11 00:39:22 - mmengine - INFO - Epoch(train) [20][620/1879] lr: 2.0000e-02 eta: 10:28:27 time: 0.5781 data_time: 0.0165 memory: 13712 grad_norm: 3.6672 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.9237 loss: 1.9237 2022/08/11 00:39:33 - mmengine - INFO - Epoch(train) [20][640/1879] lr: 2.0000e-02 eta: 10:28:11 time: 0.5795 data_time: 0.0187 memory: 13712 grad_norm: 3.7642 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9872 loss: 1.9872 2022/08/11 00:39:47 - mmengine - INFO - Epoch(train) [20][660/1879] lr: 2.0000e-02 eta: 10:27:59 time: 0.6710 data_time: 0.0173 memory: 13712 grad_norm: 3.7176 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.1275 loss: 2.1275 2022/08/11 00:39:58 - mmengine - INFO - Epoch(train) [20][680/1879] lr: 2.0000e-02 eta: 10:27:43 time: 0.5898 data_time: 0.0243 memory: 13712 grad_norm: 3.6321 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 1.9933 loss: 1.9933 2022/08/11 00:40:14 - mmengine - INFO - Epoch(train) [20][700/1879] lr: 2.0000e-02 eta: 10:27:34 time: 0.7697 data_time: 0.0164 memory: 13712 grad_norm: 3.6528 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9154 loss: 1.9154 2022/08/11 00:40:26 - mmengine - INFO - Epoch(train) [20][720/1879] lr: 2.0000e-02 eta: 10:27:19 time: 0.5898 data_time: 0.0208 memory: 13712 grad_norm: 3.7224 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.9812 loss: 1.9812 2022/08/11 00:40:37 - mmengine - INFO - Epoch(train) [20][740/1879] lr: 2.0000e-02 eta: 10:27:04 time: 0.5831 data_time: 0.0164 memory: 13712 grad_norm: 3.6830 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9579 loss: 1.9579 2022/08/11 00:40:49 - mmengine - INFO - Epoch(train) [20][760/1879] lr: 2.0000e-02 eta: 10:26:48 time: 0.5825 data_time: 0.0203 memory: 13712 grad_norm: 3.5935 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.0955 loss: 2.0955 2022/08/11 00:41:01 - mmengine - INFO - Epoch(train) [20][780/1879] lr: 2.0000e-02 eta: 10:26:33 time: 0.5838 data_time: 0.0152 memory: 13712 grad_norm: 3.6920 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0465 loss: 2.0465 2022/08/11 00:41:12 - mmengine - INFO - Epoch(train) [20][800/1879] lr: 2.0000e-02 eta: 10:26:18 time: 0.5860 data_time: 0.0191 memory: 13712 grad_norm: 3.6430 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8421 loss: 1.8421 2022/08/11 00:41:24 - mmengine - INFO - Epoch(train) [20][820/1879] lr: 2.0000e-02 eta: 10:26:02 time: 0.5854 data_time: 0.0164 memory: 13712 grad_norm: 3.7978 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.0810 loss: 2.0810 2022/08/11 00:41:36 - mmengine - INFO - Epoch(train) [20][840/1879] lr: 2.0000e-02 eta: 10:25:47 time: 0.5877 data_time: 0.0282 memory: 13712 grad_norm: 3.7608 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1417 loss: 2.1417 2022/08/11 00:41:47 - mmengine - INFO - Epoch(train) [20][860/1879] lr: 2.0000e-02 eta: 10:25:32 time: 0.5790 data_time: 0.0171 memory: 13712 grad_norm: 3.7499 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.0002 loss: 2.0002 2022/08/11 00:41:59 - mmengine - INFO - Epoch(train) [20][880/1879] lr: 2.0000e-02 eta: 10:25:16 time: 0.5805 data_time: 0.0191 memory: 13712 grad_norm: 3.6622 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.9906 loss: 1.9906 2022/08/11 00:42:11 - mmengine - INFO - Epoch(train) [20][900/1879] lr: 2.0000e-02 eta: 10:25:02 time: 0.6113 data_time: 0.0170 memory: 13712 grad_norm: 3.8091 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9196 loss: 1.9196 2022/08/11 00:42:23 - mmengine - INFO - Epoch(train) [20][920/1879] lr: 2.0000e-02 eta: 10:24:47 time: 0.5851 data_time: 0.0191 memory: 13712 grad_norm: 3.6111 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.9105 loss: 1.9105 2022/08/11 00:42:35 - mmengine - INFO - Epoch(train) [20][940/1879] lr: 2.0000e-02 eta: 10:24:32 time: 0.5852 data_time: 0.0184 memory: 13712 grad_norm: 3.7782 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.0548 loss: 2.0548 2022/08/11 00:42:46 - mmengine - INFO - Epoch(train) [20][960/1879] lr: 2.0000e-02 eta: 10:24:16 time: 0.5830 data_time: 0.0193 memory: 13712 grad_norm: 3.7341 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.0558 loss: 2.0558 2022/08/11 00:42:58 - mmengine - INFO - Epoch(train) [20][980/1879] lr: 2.0000e-02 eta: 10:24:01 time: 0.5920 data_time: 0.0186 memory: 13712 grad_norm: 3.6923 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.7694 loss: 1.7694 2022/08/11 00:43:10 - mmengine - INFO - Epoch(train) [20][1000/1879] lr: 2.0000e-02 eta: 10:23:46 time: 0.5897 data_time: 0.0181 memory: 13712 grad_norm: 3.6754 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0604 loss: 2.0604 2022/08/11 00:43:26 - mmengine - INFO - Epoch(train) [20][1020/1879] lr: 2.0000e-02 eta: 10:23:38 time: 0.8094 data_time: 0.0166 memory: 13712 grad_norm: 3.6834 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.1156 loss: 2.1156 2022/08/11 00:43:42 - mmengine - INFO - Epoch(train) [20][1040/1879] lr: 2.0000e-02 eta: 10:23:29 time: 0.7810 data_time: 0.0189 memory: 13712 grad_norm: 3.7518 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8861 loss: 1.8861 2022/08/11 00:43:53 - mmengine - INFO - Epoch(train) [20][1060/1879] lr: 2.0000e-02 eta: 10:23:13 time: 0.5800 data_time: 0.0170 memory: 13712 grad_norm: 3.6909 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1134 loss: 2.1134 2022/08/11 00:44:05 - mmengine - INFO - Epoch(train) [20][1080/1879] lr: 2.0000e-02 eta: 10:22:58 time: 0.5861 data_time: 0.0199 memory: 13712 grad_norm: 3.6926 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0789 loss: 2.0789 2022/08/11 00:44:20 - mmengine - INFO - Epoch(train) [20][1100/1879] lr: 2.0000e-02 eta: 10:22:48 time: 0.7466 data_time: 0.0154 memory: 13712 grad_norm: 3.6594 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.0591 loss: 2.0591 2022/08/11 00:44:32 - mmengine - INFO - Epoch(train) [20][1120/1879] lr: 2.0000e-02 eta: 10:22:33 time: 0.5803 data_time: 0.0200 memory: 13712 grad_norm: 3.6447 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8179 loss: 1.8179 2022/08/11 00:44:46 - mmengine - INFO - Epoch(train) [20][1140/1879] lr: 2.0000e-02 eta: 10:22:22 time: 0.7270 data_time: 0.0448 memory: 13712 grad_norm: 3.5705 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.9534 loss: 1.9534 2022/08/11 00:44:58 - mmengine - INFO - Epoch(train) [20][1160/1879] lr: 2.0000e-02 eta: 10:22:07 time: 0.6044 data_time: 0.0187 memory: 13712 grad_norm: 3.6205 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.7481 loss: 1.7481 2022/08/11 00:45:10 - mmengine - INFO - Epoch(train) [20][1180/1879] lr: 2.0000e-02 eta: 10:21:52 time: 0.5834 data_time: 0.0186 memory: 13712 grad_norm: 3.6803 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1266 loss: 2.1266 2022/08/11 00:45:22 - mmengine - INFO - Epoch(train) [20][1200/1879] lr: 2.0000e-02 eta: 10:21:37 time: 0.5767 data_time: 0.0164 memory: 13712 grad_norm: 3.6923 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1958 loss: 2.1958 2022/08/11 00:45:33 - mmengine - INFO - Epoch(train) [20][1220/1879] lr: 2.0000e-02 eta: 10:21:21 time: 0.5870 data_time: 0.0175 memory: 13712 grad_norm: 3.6317 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.0220 loss: 2.0220 2022/08/11 00:45:45 - mmengine - INFO - Epoch(train) [20][1240/1879] lr: 2.0000e-02 eta: 10:21:06 time: 0.5841 data_time: 0.0196 memory: 13712 grad_norm: 3.6962 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.9952 loss: 1.9952 2022/08/11 00:45:57 - mmengine - INFO - Epoch(train) [20][1260/1879] lr: 2.0000e-02 eta: 10:20:51 time: 0.5825 data_time: 0.0177 memory: 13712 grad_norm: 3.7756 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.1001 loss: 2.1001 2022/08/11 00:46:08 - mmengine - INFO - Epoch(train) [20][1280/1879] lr: 2.0000e-02 eta: 10:20:36 time: 0.5816 data_time: 0.0178 memory: 13712 grad_norm: 3.7823 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 2.1648 loss: 2.1648 2022/08/11 00:46:19 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 00:46:20 - mmengine - INFO - Epoch(train) [20][1300/1879] lr: 2.0000e-02 eta: 10:20:21 time: 0.5888 data_time: 0.0174 memory: 13712 grad_norm: 3.6312 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7092 loss: 1.7092 2022/08/11 00:46:32 - mmengine - INFO - Epoch(train) [20][1320/1879] lr: 2.0000e-02 eta: 10:20:05 time: 0.5835 data_time: 0.0193 memory: 13712 grad_norm: 3.7335 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0156 loss: 2.0156 2022/08/11 00:46:43 - mmengine - INFO - Epoch(train) [20][1340/1879] lr: 2.0000e-02 eta: 10:19:50 time: 0.5814 data_time: 0.0168 memory: 13712 grad_norm: 3.6793 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 2.0203 loss: 2.0203 2022/08/11 00:46:55 - mmengine - INFO - Epoch(train) [20][1360/1879] lr: 2.0000e-02 eta: 10:19:35 time: 0.5877 data_time: 0.0177 memory: 13712 grad_norm: 3.6794 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.8098 loss: 1.8098 2022/08/11 00:47:07 - mmengine - INFO - Epoch(train) [20][1380/1879] lr: 2.0000e-02 eta: 10:19:20 time: 0.5812 data_time: 0.0209 memory: 13712 grad_norm: 3.8321 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.0493 loss: 2.0493 2022/08/11 00:47:21 - mmengine - INFO - Epoch(train) [20][1400/1879] lr: 2.0000e-02 eta: 10:19:08 time: 0.6939 data_time: 0.1246 memory: 13712 grad_norm: 3.6366 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.8192 loss: 1.8192 2022/08/11 00:47:33 - mmengine - INFO - Epoch(train) [20][1420/1879] lr: 2.0000e-02 eta: 10:18:53 time: 0.5950 data_time: 0.0166 memory: 13712 grad_norm: 3.7117 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.1572 loss: 2.1572 2022/08/11 00:47:46 - mmengine - INFO - Epoch(train) [20][1440/1879] lr: 2.0000e-02 eta: 10:18:40 time: 0.6532 data_time: 0.0192 memory: 13712 grad_norm: 3.6130 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.7990 loss: 1.7990 2022/08/11 00:47:58 - mmengine - INFO - Epoch(train) [20][1460/1879] lr: 2.0000e-02 eta: 10:18:26 time: 0.6291 data_time: 0.0235 memory: 13712 grad_norm: 3.6697 top1_acc: 0.3125 top5_acc: 0.9375 loss_cls: 2.0990 loss: 2.0990 2022/08/11 00:48:12 - mmengine - INFO - Epoch(train) [20][1480/1879] lr: 2.0000e-02 eta: 10:18:14 time: 0.6685 data_time: 0.0231 memory: 13712 grad_norm: 3.7810 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.9592 loss: 1.9592 2022/08/11 00:48:25 - mmengine - INFO - Epoch(train) [20][1500/1879] lr: 2.0000e-02 eta: 10:18:01 time: 0.6831 data_time: 0.0202 memory: 13712 grad_norm: 3.6646 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.2242 loss: 2.2242 2022/08/11 00:48:38 - mmengine - INFO - Epoch(train) [20][1520/1879] lr: 2.0000e-02 eta: 10:17:47 time: 0.6213 data_time: 0.0195 memory: 13712 grad_norm: 3.6262 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.8560 loss: 1.8560 2022/08/11 00:48:49 - mmengine - INFO - Epoch(train) [20][1540/1879] lr: 2.0000e-02 eta: 10:17:32 time: 0.5853 data_time: 0.0148 memory: 13712 grad_norm: 3.6152 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.9646 loss: 1.9646 2022/08/11 00:49:01 - mmengine - INFO - Epoch(train) [20][1560/1879] lr: 2.0000e-02 eta: 10:17:17 time: 0.5852 data_time: 0.0196 memory: 13712 grad_norm: 3.6827 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9912 loss: 1.9912 2022/08/11 00:49:13 - mmengine - INFO - Epoch(train) [20][1580/1879] lr: 2.0000e-02 eta: 10:17:03 time: 0.6061 data_time: 0.0178 memory: 13712 grad_norm: 3.6784 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.0950 loss: 2.0950 2022/08/11 00:49:25 - mmengine - INFO - Epoch(train) [20][1600/1879] lr: 2.0000e-02 eta: 10:16:47 time: 0.5858 data_time: 0.0176 memory: 13712 grad_norm: 3.6634 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.9777 loss: 1.9777 2022/08/11 00:49:37 - mmengine - INFO - Epoch(train) [20][1620/1879] lr: 2.0000e-02 eta: 10:16:32 time: 0.5882 data_time: 0.0199 memory: 13712 grad_norm: 3.6432 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9410 loss: 1.9410 2022/08/11 00:49:48 - mmengine - INFO - Epoch(train) [20][1640/1879] lr: 2.0000e-02 eta: 10:16:17 time: 0.5889 data_time: 0.0174 memory: 13712 grad_norm: 3.7674 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 2.2317 loss: 2.2317 2022/08/11 00:50:00 - mmengine - INFO - Epoch(train) [20][1660/1879] lr: 2.0000e-02 eta: 10:16:02 time: 0.5815 data_time: 0.0154 memory: 13712 grad_norm: 3.7275 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.9149 loss: 1.9149 2022/08/11 00:50:12 - mmengine - INFO - Epoch(train) [20][1680/1879] lr: 2.0000e-02 eta: 10:15:47 time: 0.5905 data_time: 0.0205 memory: 13712 grad_norm: 3.6833 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.2917 loss: 2.2917 2022/08/11 00:50:24 - mmengine - INFO - Epoch(train) [20][1700/1879] lr: 2.0000e-02 eta: 10:15:32 time: 0.5803 data_time: 0.0154 memory: 13712 grad_norm: 3.7462 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.0146 loss: 2.0146 2022/08/11 00:50:35 - mmengine - INFO - Epoch(train) [20][1720/1879] lr: 2.0000e-02 eta: 10:15:17 time: 0.5912 data_time: 0.0193 memory: 13712 grad_norm: 3.6890 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.0588 loss: 2.0588 2022/08/11 00:50:47 - mmengine - INFO - Epoch(train) [20][1740/1879] lr: 2.0000e-02 eta: 10:15:02 time: 0.5807 data_time: 0.0176 memory: 13712 grad_norm: 3.5702 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.0021 loss: 2.0021 2022/08/11 00:50:59 - mmengine - INFO - Epoch(train) [20][1760/1879] lr: 2.0000e-02 eta: 10:14:46 time: 0.5788 data_time: 0.0186 memory: 13712 grad_norm: 3.6695 top1_acc: 0.3750 top5_acc: 0.9375 loss_cls: 2.3094 loss: 2.3094 2022/08/11 00:51:11 - mmengine - INFO - Epoch(train) [20][1780/1879] lr: 2.0000e-02 eta: 10:14:33 time: 0.6306 data_time: 0.0175 memory: 13712 grad_norm: 3.8072 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9151 loss: 1.9151 2022/08/11 00:51:27 - mmengine - INFO - Epoch(train) [20][1800/1879] lr: 2.0000e-02 eta: 10:14:23 time: 0.7692 data_time: 0.0225 memory: 13712 grad_norm: 3.6575 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8186 loss: 1.8186 2022/08/11 00:51:40 - mmengine - INFO - Epoch(train) [20][1820/1879] lr: 2.0000e-02 eta: 10:14:10 time: 0.6518 data_time: 0.0159 memory: 13712 grad_norm: 3.7056 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.0303 loss: 2.0303 2022/08/11 00:51:53 - mmengine - INFO - Epoch(train) [20][1840/1879] lr: 2.0000e-02 eta: 10:13:58 time: 0.6927 data_time: 0.0196 memory: 13712 grad_norm: 3.7190 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0329 loss: 2.0329 2022/08/11 00:52:05 - mmengine - INFO - Epoch(train) [20][1860/1879] lr: 2.0000e-02 eta: 10:13:43 time: 0.5909 data_time: 0.0185 memory: 13712 grad_norm: 3.6443 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0398 loss: 2.0398 2022/08/11 00:52:17 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 00:52:17 - mmengine - INFO - Epoch(train) [20][1879/1879] lr: 2.0000e-02 eta: 10:13:43 time: 0.6092 data_time: 0.0173 memory: 13712 grad_norm: 3.8158 top1_acc: 0.4286 top5_acc: 0.8571 loss_cls: 2.0283 loss: 2.0283 2022/08/11 00:53:35 - mmengine - INFO - Epoch(val) [20][20/155] eta: 0:08:47 time: 3.9096 data_time: 2.5249 memory: 14838 2022/08/11 00:54:35 - mmengine - INFO - Epoch(val) [20][40/155] eta: 0:05:41 time: 2.9705 data_time: 1.5947 memory: 14838 2022/08/11 00:55:49 - mmengine - INFO - Epoch(val) [20][60/155] eta: 0:05:51 time: 3.6980 data_time: 2.3223 memory: 14838 2022/08/11 00:56:44 - mmengine - INFO - Epoch(val) [20][80/155] eta: 0:03:26 time: 2.7583 data_time: 1.3833 memory: 14838 2022/08/11 00:57:55 - mmengine - INFO - Epoch(val) [20][100/155] eta: 0:03:16 time: 3.5639 data_time: 2.1865 memory: 14838 2022/08/11 00:58:58 - mmengine - INFO - Epoch(val) [20][120/155] eta: 0:01:50 time: 3.1436 data_time: 1.7741 memory: 14838 2022/08/11 01:00:16 - mmengine - INFO - Epoch(val) [20][140/155] eta: 0:00:58 time: 3.9019 data_time: 2.5312 memory: 14838 2022/08/11 01:01:07 - mmengine - INFO - Epoch(val) [20][155/155] acc/top1: 0.6087 acc/top5: 0.8403 acc/mean1: 0.6085 2022/08/11 01:01:30 - mmengine - INFO - Epoch(train) [21][20/1879] lr: 2.0000e-02 eta: 10:13:13 time: 1.1007 data_time: 0.3841 memory: 14838 grad_norm: 3.6746 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9429 loss: 1.9429 2022/08/11 01:01:43 - mmengine - INFO - Epoch(train) [21][40/1879] lr: 2.0000e-02 eta: 10:13:01 time: 0.6889 data_time: 0.1252 memory: 13712 grad_norm: 3.8323 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.9016 loss: 1.9016 2022/08/11 01:01:55 - mmengine - INFO - Epoch(train) [21][60/1879] lr: 2.0000e-02 eta: 10:12:45 time: 0.5798 data_time: 0.0191 memory: 13712 grad_norm: 3.6584 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9956 loss: 1.9956 2022/08/11 01:02:11 - mmengine - INFO - Epoch(train) [21][80/1879] lr: 2.0000e-02 eta: 10:12:37 time: 0.8026 data_time: 0.2155 memory: 13712 grad_norm: 3.6120 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9853 loss: 1.9853 2022/08/11 01:02:24 - mmengine - INFO - Epoch(train) [21][100/1879] lr: 2.0000e-02 eta: 10:12:24 time: 0.6675 data_time: 0.0733 memory: 13712 grad_norm: 3.7118 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.7000 loss: 1.7000 2022/08/11 01:02:39 - mmengine - INFO - Epoch(train) [21][120/1879] lr: 2.0000e-02 eta: 10:12:13 time: 0.7247 data_time: 0.0190 memory: 13712 grad_norm: 3.6814 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.9673 loss: 1.9673 2022/08/11 01:02:55 - mmengine - INFO - Epoch(train) [21][140/1879] lr: 2.0000e-02 eta: 10:12:05 time: 0.8201 data_time: 0.0389 memory: 13712 grad_norm: 3.6663 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 2.2097 loss: 2.2097 2022/08/11 01:03:13 - mmengine - INFO - Epoch(train) [21][160/1879] lr: 2.0000e-02 eta: 10:11:58 time: 0.8696 data_time: 0.3110 memory: 13712 grad_norm: 3.7157 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9968 loss: 1.9968 2022/08/11 01:03:24 - mmengine - INFO - Epoch(train) [21][180/1879] lr: 2.0000e-02 eta: 10:11:43 time: 0.5869 data_time: 0.0228 memory: 13712 grad_norm: 3.5942 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 2.0739 loss: 2.0739 2022/08/11 01:03:37 - mmengine - INFO - Epoch(train) [21][200/1879] lr: 2.0000e-02 eta: 10:11:30 time: 0.6279 data_time: 0.0201 memory: 13712 grad_norm: 3.6831 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.9785 loss: 1.9785 2022/08/11 01:03:54 - mmengine - INFO - Epoch(train) [21][220/1879] lr: 2.0000e-02 eta: 10:11:23 time: 0.8641 data_time: 0.0165 memory: 13712 grad_norm: 3.7763 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.9370 loss: 1.9370 2022/08/11 01:04:12 - mmengine - INFO - Epoch(train) [21][240/1879] lr: 2.0000e-02 eta: 10:11:16 time: 0.8582 data_time: 0.0173 memory: 13712 grad_norm: 3.6841 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9415 loss: 1.9415 2022/08/11 01:04:27 - mmengine - INFO - Epoch(train) [21][260/1879] lr: 2.0000e-02 eta: 10:11:06 time: 0.7769 data_time: 0.0183 memory: 13712 grad_norm: 3.7288 top1_acc: 0.3750 top5_acc: 0.4375 loss_cls: 2.2818 loss: 2.2818 2022/08/11 01:04:42 - mmengine - INFO - Epoch(train) [21][280/1879] lr: 2.0000e-02 eta: 10:10:56 time: 0.7297 data_time: 0.0245 memory: 13712 grad_norm: 3.7451 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 2.0343 loss: 2.0343 2022/08/11 01:04:56 - mmengine - INFO - Epoch(train) [21][300/1879] lr: 2.0000e-02 eta: 10:10:44 time: 0.6939 data_time: 0.0172 memory: 13712 grad_norm: 3.7777 top1_acc: 0.6875 top5_acc: 0.6875 loss_cls: 1.9633 loss: 1.9633 2022/08/11 01:05:11 - mmengine - INFO - Epoch(train) [21][320/1879] lr: 2.0000e-02 eta: 10:10:34 time: 0.7625 data_time: 0.0188 memory: 13712 grad_norm: 3.7163 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.2068 loss: 2.2068 2022/08/11 01:05:22 - mmengine - INFO - Epoch(train) [21][340/1879] lr: 2.0000e-02 eta: 10:10:19 time: 0.5850 data_time: 0.0173 memory: 13712 grad_norm: 3.7590 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.8885 loss: 1.8885 2022/08/11 01:05:34 - mmengine - INFO - Epoch(train) [21][360/1879] lr: 2.0000e-02 eta: 10:10:04 time: 0.5801 data_time: 0.0177 memory: 13712 grad_norm: 3.7201 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0117 loss: 2.0117 2022/08/11 01:05:46 - mmengine - INFO - Epoch(train) [21][380/1879] lr: 2.0000e-02 eta: 10:09:48 time: 0.5840 data_time: 0.0191 memory: 13712 grad_norm: 3.7644 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.0246 loss: 2.0246 2022/08/11 01:06:02 - mmengine - INFO - Epoch(train) [21][400/1879] lr: 2.0000e-02 eta: 10:09:39 time: 0.7861 data_time: 0.0168 memory: 13712 grad_norm: 3.7047 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0441 loss: 2.0441 2022/08/11 01:06:13 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 01:06:13 - mmengine - INFO - Epoch(train) [21][420/1879] lr: 2.0000e-02 eta: 10:09:24 time: 0.5829 data_time: 0.0190 memory: 13712 grad_norm: 3.6499 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.0181 loss: 2.0181 2022/08/11 01:06:27 - mmengine - INFO - Epoch(train) [21][440/1879] lr: 2.0000e-02 eta: 10:09:13 time: 0.7049 data_time: 0.0162 memory: 13712 grad_norm: 3.6948 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0914 loss: 2.0914 2022/08/11 01:06:39 - mmengine - INFO - Epoch(train) [21][460/1879] lr: 2.0000e-02 eta: 10:08:57 time: 0.5840 data_time: 0.0194 memory: 13712 grad_norm: 3.7079 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9497 loss: 1.9497 2022/08/11 01:06:56 - mmengine - INFO - Epoch(train) [21][480/1879] lr: 2.0000e-02 eta: 10:08:50 time: 0.8599 data_time: 0.0182 memory: 13712 grad_norm: 3.6460 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1171 loss: 2.1171 2022/08/11 01:07:09 - mmengine - INFO - Epoch(train) [21][500/1879] lr: 2.0000e-02 eta: 10:08:38 time: 0.6656 data_time: 0.0187 memory: 13712 grad_norm: 3.6866 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.9051 loss: 1.9051 2022/08/11 01:07:25 - mmengine - INFO - Epoch(train) [21][520/1879] lr: 2.0000e-02 eta: 10:08:29 time: 0.7867 data_time: 0.0189 memory: 13712 grad_norm: 3.5616 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9345 loss: 1.9345 2022/08/11 01:07:37 - mmengine - INFO - Epoch(train) [21][540/1879] lr: 2.0000e-02 eta: 10:08:13 time: 0.5844 data_time: 0.0170 memory: 13712 grad_norm: 3.7055 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.1505 loss: 2.1505 2022/08/11 01:07:49 - mmengine - INFO - Epoch(train) [21][560/1879] lr: 2.0000e-02 eta: 10:07:58 time: 0.5815 data_time: 0.0181 memory: 13712 grad_norm: 3.6444 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8646 loss: 1.8646 2022/08/11 01:08:02 - mmengine - INFO - Epoch(train) [21][580/1879] lr: 2.0000e-02 eta: 10:07:46 time: 0.6720 data_time: 0.0178 memory: 13712 grad_norm: 3.5855 top1_acc: 0.5625 top5_acc: 1.0000 loss_cls: 2.1352 loss: 2.1352 2022/08/11 01:08:15 - mmengine - INFO - Epoch(train) [21][600/1879] lr: 2.0000e-02 eta: 10:07:32 time: 0.6446 data_time: 0.0178 memory: 13712 grad_norm: 3.6582 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.1097 loss: 2.1097 2022/08/11 01:08:33 - mmengine - INFO - Epoch(train) [21][620/1879] lr: 2.0000e-02 eta: 10:07:27 time: 0.9293 data_time: 0.0170 memory: 13712 grad_norm: 3.6042 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7323 loss: 1.7323 2022/08/11 01:08:48 - mmengine - INFO - Epoch(train) [21][640/1879] lr: 2.0000e-02 eta: 10:07:16 time: 0.7271 data_time: 0.0192 memory: 13712 grad_norm: 3.7463 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.8273 loss: 1.8273 2022/08/11 01:09:01 - mmengine - INFO - Epoch(train) [21][660/1879] lr: 2.0000e-02 eta: 10:07:03 time: 0.6508 data_time: 0.0195 memory: 13712 grad_norm: 3.7515 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1305 loss: 2.1305 2022/08/11 01:09:16 - mmengine - INFO - Epoch(train) [21][680/1879] lr: 2.0000e-02 eta: 10:06:52 time: 0.7313 data_time: 0.0200 memory: 13712 grad_norm: 3.7506 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.9486 loss: 1.9486 2022/08/11 01:09:28 - mmengine - INFO - Epoch(train) [21][700/1879] lr: 2.0000e-02 eta: 10:06:38 time: 0.6035 data_time: 0.0174 memory: 13712 grad_norm: 3.7116 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.9829 loss: 1.9829 2022/08/11 01:09:42 - mmengine - INFO - Epoch(train) [21][720/1879] lr: 2.0000e-02 eta: 10:06:26 time: 0.6894 data_time: 0.0179 memory: 13712 grad_norm: 3.8027 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1227 loss: 2.1227 2022/08/11 01:09:55 - mmengine - INFO - Epoch(train) [21][740/1879] lr: 2.0000e-02 eta: 10:06:13 time: 0.6595 data_time: 0.0287 memory: 13712 grad_norm: 3.6578 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9987 loss: 1.9987 2022/08/11 01:10:12 - mmengine - INFO - Epoch(train) [21][760/1879] lr: 2.0000e-02 eta: 10:06:05 time: 0.8399 data_time: 0.0183 memory: 13712 grad_norm: 3.6931 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0782 loss: 2.0782 2022/08/11 01:10:24 - mmengine - INFO - Epoch(train) [21][780/1879] lr: 2.0000e-02 eta: 10:05:52 time: 0.6376 data_time: 0.0186 memory: 13712 grad_norm: 3.7098 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.0701 loss: 2.0701 2022/08/11 01:10:36 - mmengine - INFO - Epoch(train) [21][800/1879] lr: 2.0000e-02 eta: 10:05:36 time: 0.5745 data_time: 0.0181 memory: 13712 grad_norm: 3.6721 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.0469 loss: 2.0469 2022/08/11 01:10:49 - mmengine - INFO - Epoch(train) [21][820/1879] lr: 2.0000e-02 eta: 10:05:23 time: 0.6519 data_time: 0.0169 memory: 13712 grad_norm: 3.7123 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.1197 loss: 2.1197 2022/08/11 01:11:02 - mmengine - INFO - Epoch(train) [21][840/1879] lr: 2.0000e-02 eta: 10:05:10 time: 0.6362 data_time: 0.0202 memory: 13712 grad_norm: 3.6986 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 2.0289 loss: 2.0289 2022/08/11 01:11:17 - mmengine - INFO - Epoch(train) [21][860/1879] lr: 2.0000e-02 eta: 10:04:59 time: 0.7508 data_time: 0.0176 memory: 13712 grad_norm: 3.5164 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.9126 loss: 1.9126 2022/08/11 01:11:30 - mmengine - INFO - Epoch(train) [21][880/1879] lr: 2.0000e-02 eta: 10:04:47 time: 0.6763 data_time: 0.0176 memory: 13712 grad_norm: 3.6286 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9636 loss: 1.9636 2022/08/11 01:11:45 - mmengine - INFO - Epoch(train) [21][900/1879] lr: 2.0000e-02 eta: 10:04:37 time: 0.7583 data_time: 0.0194 memory: 13712 grad_norm: 3.7075 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8609 loss: 1.8609 2022/08/11 01:12:01 - mmengine - INFO - Epoch(train) [21][920/1879] lr: 2.0000e-02 eta: 10:04:28 time: 0.8100 data_time: 0.1885 memory: 13712 grad_norm: 3.7876 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.9934 loss: 1.9934 2022/08/11 01:12:16 - mmengine - INFO - Epoch(train) [21][940/1879] lr: 2.0000e-02 eta: 10:04:17 time: 0.7351 data_time: 0.0144 memory: 13712 grad_norm: 3.6713 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.0379 loss: 2.0379 2022/08/11 01:12:33 - mmengine - INFO - Epoch(train) [21][960/1879] lr: 2.0000e-02 eta: 10:04:09 time: 0.8152 data_time: 0.0193 memory: 13712 grad_norm: 3.6392 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9267 loss: 1.9267 2022/08/11 01:12:46 - mmengine - INFO - Epoch(train) [21][980/1879] lr: 2.0000e-02 eta: 10:03:57 time: 0.6868 data_time: 0.0179 memory: 13712 grad_norm: 3.7058 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9774 loss: 1.9774 2022/08/11 01:13:03 - mmengine - INFO - Epoch(train) [21][1000/1879] lr: 2.0000e-02 eta: 10:03:49 time: 0.8206 data_time: 0.0169 memory: 13712 grad_norm: 3.6190 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.9662 loss: 1.9662 2022/08/11 01:13:17 - mmengine - INFO - Epoch(train) [21][1020/1879] lr: 2.0000e-02 eta: 10:03:37 time: 0.7007 data_time: 0.0181 memory: 13712 grad_norm: 3.6947 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.0576 loss: 2.0576 2022/08/11 01:13:30 - mmengine - INFO - Epoch(train) [21][1040/1879] lr: 2.0000e-02 eta: 10:03:24 time: 0.6538 data_time: 0.0888 memory: 13712 grad_norm: 3.6910 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0699 loss: 2.0699 2022/08/11 01:13:44 - mmengine - INFO - Epoch(train) [21][1060/1879] lr: 2.0000e-02 eta: 10:03:13 time: 0.7236 data_time: 0.0207 memory: 13712 grad_norm: 3.5907 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.9484 loss: 1.9484 2022/08/11 01:13:59 - mmengine - INFO - Epoch(train) [21][1080/1879] lr: 2.0000e-02 eta: 10:03:01 time: 0.7176 data_time: 0.0161 memory: 13712 grad_norm: 3.5714 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 1.9668 loss: 1.9668 2022/08/11 01:14:13 - mmengine - INFO - Epoch(train) [21][1100/1879] lr: 2.0000e-02 eta: 10:02:50 time: 0.7162 data_time: 0.0184 memory: 13712 grad_norm: 3.7114 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.9564 loss: 1.9564 2022/08/11 01:14:25 - mmengine - INFO - Epoch(train) [21][1120/1879] lr: 2.0000e-02 eta: 10:02:35 time: 0.5813 data_time: 0.0185 memory: 13712 grad_norm: 3.6053 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.8708 loss: 1.8708 2022/08/11 01:14:36 - mmengine - INFO - Epoch(train) [21][1140/1879] lr: 2.0000e-02 eta: 10:02:20 time: 0.5890 data_time: 0.0212 memory: 13712 grad_norm: 3.7026 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1443 loss: 2.1443 2022/08/11 01:14:49 - mmengine - INFO - Epoch(train) [21][1160/1879] lr: 2.0000e-02 eta: 10:02:07 time: 0.6557 data_time: 0.0184 memory: 13712 grad_norm: 3.6332 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.7811 loss: 1.7811 2022/08/11 01:15:02 - mmengine - INFO - Epoch(train) [21][1180/1879] lr: 2.0000e-02 eta: 10:01:53 time: 0.6311 data_time: 0.0176 memory: 13712 grad_norm: 3.6473 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.0173 loss: 2.0173 2022/08/11 01:15:19 - mmengine - INFO - Epoch(train) [21][1200/1879] lr: 2.0000e-02 eta: 10:01:45 time: 0.8292 data_time: 0.0187 memory: 13712 grad_norm: 3.7182 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9216 loss: 1.9216 2022/08/11 01:15:32 - mmengine - INFO - Epoch(train) [21][1220/1879] lr: 2.0000e-02 eta: 10:01:32 time: 0.6586 data_time: 0.0269 memory: 13712 grad_norm: 3.7296 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.1308 loss: 2.1308 2022/08/11 01:15:45 - mmengine - INFO - Epoch(train) [21][1240/1879] lr: 2.0000e-02 eta: 10:01:19 time: 0.6546 data_time: 0.0290 memory: 13712 grad_norm: 3.6407 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.9286 loss: 1.9286 2022/08/11 01:15:57 - mmengine - INFO - Epoch(train) [21][1260/1879] lr: 2.0000e-02 eta: 10:01:04 time: 0.5861 data_time: 0.0153 memory: 13712 grad_norm: 3.6774 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 2.0306 loss: 2.0306 2022/08/11 01:16:10 - mmengine - INFO - Epoch(train) [21][1280/1879] lr: 2.0000e-02 eta: 10:00:51 time: 0.6458 data_time: 0.0201 memory: 13712 grad_norm: 3.6995 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0295 loss: 2.0295 2022/08/11 01:16:23 - mmengine - INFO - Epoch(train) [21][1300/1879] lr: 2.0000e-02 eta: 10:00:38 time: 0.6861 data_time: 0.0170 memory: 13712 grad_norm: 3.6453 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.9328 loss: 1.9328 2022/08/11 01:16:37 - mmengine - INFO - Epoch(train) [21][1320/1879] lr: 2.0000e-02 eta: 10:00:27 time: 0.7057 data_time: 0.0180 memory: 13712 grad_norm: 3.6579 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.2245 loss: 2.2245 2022/08/11 01:16:49 - mmengine - INFO - Epoch(train) [21][1340/1879] lr: 2.0000e-02 eta: 10:00:12 time: 0.5792 data_time: 0.0173 memory: 13712 grad_norm: 3.7138 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.1057 loss: 2.1057 2022/08/11 01:17:01 - mmengine - INFO - Epoch(train) [21][1360/1879] lr: 2.0000e-02 eta: 9:59:57 time: 0.6062 data_time: 0.0170 memory: 13712 grad_norm: 3.7502 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.1368 loss: 2.1368 2022/08/11 01:17:13 - mmengine - INFO - Epoch(train) [21][1380/1879] lr: 2.0000e-02 eta: 9:59:42 time: 0.5852 data_time: 0.0220 memory: 13712 grad_norm: 3.5869 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0543 loss: 2.0543 2022/08/11 01:17:25 - mmengine - INFO - Epoch(train) [21][1400/1879] lr: 2.0000e-02 eta: 9:59:28 time: 0.6102 data_time: 0.0167 memory: 13712 grad_norm: 3.6709 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 1.9655 loss: 1.9655 2022/08/11 01:17:37 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 01:17:37 - mmengine - INFO - Epoch(train) [21][1420/1879] lr: 2.0000e-02 eta: 9:59:13 time: 0.5823 data_time: 0.0206 memory: 13712 grad_norm: 3.8412 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1381 loss: 2.1381 2022/08/11 01:17:49 - mmengine - INFO - Epoch(train) [21][1440/1879] lr: 2.0000e-02 eta: 9:58:58 time: 0.6151 data_time: 0.0186 memory: 13712 grad_norm: 3.7730 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8439 loss: 1.8439 2022/08/11 01:18:05 - mmengine - INFO - Epoch(train) [21][1460/1879] lr: 2.0000e-02 eta: 9:58:49 time: 0.7938 data_time: 0.0200 memory: 13712 grad_norm: 3.7130 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.1254 loss: 2.1254 2022/08/11 01:18:16 - mmengine - INFO - Epoch(train) [21][1480/1879] lr: 2.0000e-02 eta: 9:58:34 time: 0.5734 data_time: 0.0155 memory: 13712 grad_norm: 3.7579 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.8832 loss: 1.8832 2022/08/11 01:18:28 - mmengine - INFO - Epoch(train) [21][1500/1879] lr: 2.0000e-02 eta: 9:58:19 time: 0.5805 data_time: 0.0186 memory: 13712 grad_norm: 3.7445 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8766 loss: 1.8766 2022/08/11 01:18:40 - mmengine - INFO - Epoch(train) [21][1520/1879] lr: 2.0000e-02 eta: 9:58:04 time: 0.5860 data_time: 0.0173 memory: 13712 grad_norm: 3.6077 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0827 loss: 2.0827 2022/08/11 01:18:51 - mmengine - INFO - Epoch(train) [21][1540/1879] lr: 2.0000e-02 eta: 9:57:49 time: 0.5843 data_time: 0.0178 memory: 13712 grad_norm: 3.7028 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9401 loss: 1.9401 2022/08/11 01:19:03 - mmengine - INFO - Epoch(train) [21][1560/1879] lr: 2.0000e-02 eta: 9:57:34 time: 0.5842 data_time: 0.0194 memory: 13712 grad_norm: 3.6105 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.9497 loss: 1.9497 2022/08/11 01:19:15 - mmengine - INFO - Epoch(train) [21][1580/1879] lr: 2.0000e-02 eta: 9:57:18 time: 0.5789 data_time: 0.0177 memory: 13712 grad_norm: 3.6138 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.9312 loss: 1.9312 2022/08/11 01:19:26 - mmengine - INFO - Epoch(train) [21][1600/1879] lr: 2.0000e-02 eta: 9:57:03 time: 0.5863 data_time: 0.0207 memory: 13712 grad_norm: 3.6543 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8594 loss: 1.8594 2022/08/11 01:19:38 - mmengine - INFO - Epoch(train) [21][1620/1879] lr: 2.0000e-02 eta: 9:56:48 time: 0.5788 data_time: 0.0182 memory: 13712 grad_norm: 3.7067 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0462 loss: 2.0462 2022/08/11 01:19:49 - mmengine - INFO - Epoch(train) [21][1640/1879] lr: 2.0000e-02 eta: 9:56:33 time: 0.5730 data_time: 0.0180 memory: 13712 grad_norm: 3.6674 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.9014 loss: 1.9014 2022/08/11 01:20:01 - mmengine - INFO - Epoch(train) [21][1660/1879] lr: 2.0000e-02 eta: 9:56:18 time: 0.5792 data_time: 0.0181 memory: 13712 grad_norm: 3.7454 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.9136 loss: 1.9136 2022/08/11 01:20:13 - mmengine - INFO - Epoch(train) [21][1680/1879] lr: 2.0000e-02 eta: 9:56:03 time: 0.5892 data_time: 0.0215 memory: 13712 grad_norm: 3.6684 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 2.0199 loss: 2.0199 2022/08/11 01:20:24 - mmengine - INFO - Epoch(train) [21][1700/1879] lr: 2.0000e-02 eta: 9:55:48 time: 0.5792 data_time: 0.0168 memory: 13712 grad_norm: 3.6234 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9129 loss: 1.9129 2022/08/11 01:20:36 - mmengine - INFO - Epoch(train) [21][1720/1879] lr: 2.0000e-02 eta: 9:55:33 time: 0.5810 data_time: 0.0177 memory: 13712 grad_norm: 3.6456 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1088 loss: 2.1088 2022/08/11 01:20:48 - mmengine - INFO - Epoch(train) [21][1740/1879] lr: 2.0000e-02 eta: 9:55:18 time: 0.5910 data_time: 0.0167 memory: 13712 grad_norm: 3.7131 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 2.0265 loss: 2.0265 2022/08/11 01:21:00 - mmengine - INFO - Epoch(train) [21][1760/1879] lr: 2.0000e-02 eta: 9:55:03 time: 0.5815 data_time: 0.0178 memory: 13712 grad_norm: 3.6938 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0248 loss: 2.0248 2022/08/11 01:21:13 - mmengine - INFO - Epoch(train) [21][1780/1879] lr: 2.0000e-02 eta: 9:54:51 time: 0.6940 data_time: 0.0168 memory: 13712 grad_norm: 3.7159 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 1.9469 loss: 1.9469 2022/08/11 01:21:25 - mmengine - INFO - Epoch(train) [21][1800/1879] lr: 2.0000e-02 eta: 9:54:36 time: 0.5808 data_time: 0.0185 memory: 13712 grad_norm: 3.7613 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.1259 loss: 2.1259 2022/08/11 01:21:38 - mmengine - INFO - Epoch(train) [21][1820/1879] lr: 2.0000e-02 eta: 9:54:23 time: 0.6732 data_time: 0.0173 memory: 13712 grad_norm: 3.6977 top1_acc: 0.5625 top5_acc: 0.5625 loss_cls: 1.9515 loss: 1.9515 2022/08/11 01:21:51 - mmengine - INFO - Epoch(train) [21][1840/1879] lr: 2.0000e-02 eta: 9:54:10 time: 0.6439 data_time: 0.0178 memory: 13712 grad_norm: 3.6859 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.0341 loss: 2.0341 2022/08/11 01:22:04 - mmengine - INFO - Epoch(train) [21][1860/1879] lr: 2.0000e-02 eta: 9:53:56 time: 0.6127 data_time: 0.0176 memory: 13712 grad_norm: 3.7067 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.7501 loss: 1.7501 2022/08/11 01:22:14 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 01:22:14 - mmengine - INFO - Epoch(train) [21][1879/1879] lr: 2.0000e-02 eta: 9:53:56 time: 0.5578 data_time: 0.0167 memory: 13712 grad_norm: 3.7363 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 1.8207 loss: 1.8207 2022/08/11 01:22:14 - mmengine - INFO - Saving checkpoint at 21 epochs 2022/08/11 01:23:35 - mmengine - INFO - Epoch(val) [21][20/155] eta: 0:08:48 time: 3.9185 data_time: 2.5388 memory: 14838 2022/08/11 01:24:39 - mmengine - INFO - Epoch(val) [21][40/155] eta: 0:06:11 time: 3.2328 data_time: 1.8591 memory: 14838 2022/08/11 01:25:44 - mmengine - INFO - Epoch(val) [21][60/155] eta: 0:05:08 time: 3.2474 data_time: 1.8728 memory: 14838 2022/08/11 01:26:48 - mmengine - INFO - Epoch(val) [21][80/155] eta: 0:03:57 time: 3.1692 data_time: 1.7942 memory: 14838 2022/08/11 01:27:50 - mmengine - INFO - Epoch(val) [21][100/155] eta: 0:02:50 time: 3.0963 data_time: 1.7232 memory: 14838 2022/08/11 01:29:03 - mmengine - INFO - Epoch(val) [21][120/155] eta: 0:02:09 time: 3.6905 data_time: 2.3152 memory: 14838 2022/08/11 01:30:03 - mmengine - INFO - Epoch(val) [21][140/155] eta: 0:00:45 time: 3.0004 data_time: 1.6265 memory: 14838 2022/08/11 01:30:53 - mmengine - INFO - Epoch(val) [21][155/155] acc/top1: 0.6064 acc/top5: 0.8351 acc/mean1: 0.6062 2022/08/11 01:31:12 - mmengine - INFO - Epoch(train) [22][20/1879] lr: 2.0000e-02 eta: 9:53:21 time: 0.9451 data_time: 0.1257 memory: 14838 grad_norm: 3.6707 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 2.0898 loss: 2.0898 2022/08/11 01:31:26 - mmengine - INFO - Epoch(train) [22][40/1879] lr: 2.0000e-02 eta: 9:53:09 time: 0.6873 data_time: 0.0191 memory: 13712 grad_norm: 3.5401 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0528 loss: 2.0528 2022/08/11 01:31:38 - mmengine - INFO - Epoch(train) [22][60/1879] lr: 2.0000e-02 eta: 9:52:55 time: 0.6181 data_time: 0.0166 memory: 13712 grad_norm: 3.6840 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 1.9864 loss: 1.9864 2022/08/11 01:31:50 - mmengine - INFO - Epoch(train) [22][80/1879] lr: 2.0000e-02 eta: 9:52:40 time: 0.5803 data_time: 0.0210 memory: 13712 grad_norm: 3.6592 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9446 loss: 1.9446 2022/08/11 01:32:04 - mmengine - INFO - Epoch(train) [22][100/1879] lr: 2.0000e-02 eta: 9:52:28 time: 0.7200 data_time: 0.0893 memory: 13712 grad_norm: 3.6401 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.8606 loss: 1.8606 2022/08/11 01:32:18 - mmengine - INFO - Epoch(train) [22][120/1879] lr: 2.0000e-02 eta: 9:52:16 time: 0.6639 data_time: 0.0204 memory: 13712 grad_norm: 3.6521 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.8400 loss: 1.8400 2022/08/11 01:32:30 - mmengine - INFO - Epoch(train) [22][140/1879] lr: 2.0000e-02 eta: 9:52:02 time: 0.6168 data_time: 0.0169 memory: 13712 grad_norm: 3.6917 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.8472 loss: 1.8472 2022/08/11 01:32:43 - mmengine - INFO - Epoch(train) [22][160/1879] lr: 2.0000e-02 eta: 9:51:48 time: 0.6289 data_time: 0.0673 memory: 13712 grad_norm: 3.6059 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.1076 loss: 2.1076 2022/08/11 01:32:57 - mmengine - INFO - Epoch(train) [22][180/1879] lr: 2.0000e-02 eta: 9:51:37 time: 0.7381 data_time: 0.0198 memory: 13712 grad_norm: 3.6757 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.7733 loss: 1.7733 2022/08/11 01:33:09 - mmengine - INFO - Epoch(train) [22][200/1879] lr: 2.0000e-02 eta: 9:51:22 time: 0.5911 data_time: 0.0177 memory: 13712 grad_norm: 3.6439 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.7536 loss: 1.7536 2022/08/11 01:33:21 - mmengine - INFO - Epoch(train) [22][220/1879] lr: 2.0000e-02 eta: 9:51:07 time: 0.5790 data_time: 0.0177 memory: 13712 grad_norm: 3.7650 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.1985 loss: 2.1985 2022/08/11 01:33:39 - mmengine - INFO - Epoch(train) [22][240/1879] lr: 2.0000e-02 eta: 9:51:01 time: 0.9217 data_time: 0.0175 memory: 13712 grad_norm: 3.7274 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.1715 loss: 2.1715 2022/08/11 01:33:51 - mmengine - INFO - Epoch(train) [22][260/1879] lr: 2.0000e-02 eta: 9:50:46 time: 0.5839 data_time: 0.0221 memory: 13712 grad_norm: 3.6848 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 2.1388 loss: 2.1388 2022/08/11 01:34:03 - mmengine - INFO - Epoch(train) [22][280/1879] lr: 2.0000e-02 eta: 9:50:32 time: 0.6013 data_time: 0.0152 memory: 13712 grad_norm: 3.7008 top1_acc: 0.4375 top5_acc: 1.0000 loss_cls: 1.8524 loss: 1.8524 2022/08/11 01:34:21 - mmengine - INFO - Epoch(train) [22][300/1879] lr: 2.0000e-02 eta: 9:50:26 time: 0.8974 data_time: 0.0166 memory: 13712 grad_norm: 3.7031 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 1.8868 loss: 1.8868 2022/08/11 01:34:33 - mmengine - INFO - Epoch(train) [22][320/1879] lr: 2.0000e-02 eta: 9:50:11 time: 0.5866 data_time: 0.0210 memory: 13712 grad_norm: 3.7059 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.7135 loss: 1.7135 2022/08/11 01:34:47 - mmengine - INFO - Epoch(train) [22][340/1879] lr: 2.0000e-02 eta: 9:49:59 time: 0.7144 data_time: 0.0158 memory: 13712 grad_norm: 3.7746 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.1753 loss: 2.1753 2022/08/11 01:35:01 - mmengine - INFO - Epoch(train) [22][360/1879] lr: 2.0000e-02 eta: 9:49:47 time: 0.6895 data_time: 0.1075 memory: 13712 grad_norm: 3.7113 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 1.9237 loss: 1.9237 2022/08/11 01:35:18 - mmengine - INFO - Epoch(train) [22][380/1879] lr: 2.0000e-02 eta: 9:49:40 time: 0.8658 data_time: 0.0170 memory: 13712 grad_norm: 3.6357 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.9720 loss: 1.9720 2022/08/11 01:35:30 - mmengine - INFO - Epoch(train) [22][400/1879] lr: 2.0000e-02 eta: 9:49:26 time: 0.6217 data_time: 0.0170 memory: 13712 grad_norm: 3.7454 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.0195 loss: 2.0195 2022/08/11 01:35:45 - mmengine - INFO - Epoch(train) [22][420/1879] lr: 2.0000e-02 eta: 9:49:14 time: 0.7066 data_time: 0.0193 memory: 13712 grad_norm: 3.7076 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0189 loss: 2.0189 2022/08/11 01:36:00 - mmengine - INFO - Epoch(train) [22][440/1879] lr: 2.0000e-02 eta: 9:49:04 time: 0.7494 data_time: 0.0174 memory: 13712 grad_norm: 3.7121 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.0830 loss: 2.0830 2022/08/11 01:36:11 - mmengine - INFO - Epoch(train) [22][460/1879] lr: 2.0000e-02 eta: 9:48:49 time: 0.5849 data_time: 0.0167 memory: 13712 grad_norm: 3.7199 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.0058 loss: 2.0058 2022/08/11 01:36:25 - mmengine - INFO - Epoch(train) [22][480/1879] lr: 2.0000e-02 eta: 9:48:36 time: 0.6776 data_time: 0.1069 memory: 13712 grad_norm: 3.6908 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.9301 loss: 1.9301 2022/08/11 01:36:36 - mmengine - INFO - Epoch(train) [22][500/1879] lr: 2.0000e-02 eta: 9:48:21 time: 0.5767 data_time: 0.0143 memory: 13712 grad_norm: 3.6984 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.1451 loss: 2.1451 2022/08/11 01:36:52 - mmengine - INFO - Epoch(train) [22][520/1879] lr: 2.0000e-02 eta: 9:48:12 time: 0.7825 data_time: 0.0160 memory: 13712 grad_norm: 3.6958 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.1859 loss: 2.1859 2022/08/11 01:37:04 - mmengine - INFO - Epoch(train) [22][540/1879] lr: 2.0000e-02 eta: 9:47:57 time: 0.6119 data_time: 0.0208 memory: 13712 grad_norm: 3.7051 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8625 loss: 1.8625 2022/08/11 01:37:05 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 01:37:19 - mmengine - INFO - Epoch(train) [22][560/1879] lr: 2.0000e-02 eta: 9:47:46 time: 0.7289 data_time: 0.0163 memory: 13712 grad_norm: 3.6909 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.1498 loss: 2.1498 2022/08/11 01:37:34 - mmengine - INFO - Epoch(train) [22][580/1879] lr: 2.0000e-02 eta: 9:47:36 time: 0.7541 data_time: 0.0211 memory: 13712 grad_norm: 3.7185 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.9928 loss: 1.9928 2022/08/11 01:37:49 - mmengine - INFO - Epoch(train) [22][600/1879] lr: 2.0000e-02 eta: 9:47:25 time: 0.7297 data_time: 0.0168 memory: 13712 grad_norm: 3.7624 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.1844 loss: 2.1844 2022/08/11 01:38:02 - mmengine - INFO - Epoch(train) [22][620/1879] lr: 2.0000e-02 eta: 9:47:13 time: 0.6947 data_time: 0.0183 memory: 13712 grad_norm: 3.7225 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.0117 loss: 2.0117 2022/08/11 01:38:20 - mmengine - INFO - Epoch(train) [22][640/1879] lr: 2.0000e-02 eta: 9:47:05 time: 0.8611 data_time: 0.0205 memory: 13712 grad_norm: 3.6508 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9990 loss: 1.9990 2022/08/11 01:38:32 - mmengine - INFO - Epoch(train) [22][660/1879] lr: 2.0000e-02 eta: 9:46:52 time: 0.6344 data_time: 0.0181 memory: 13712 grad_norm: 3.7214 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 1.8670 loss: 1.8670 2022/08/11 01:38:44 - mmengine - INFO - Epoch(train) [22][680/1879] lr: 2.0000e-02 eta: 9:46:37 time: 0.5812 data_time: 0.0186 memory: 13712 grad_norm: 3.8432 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0602 loss: 2.0602 2022/08/11 01:38:56 - mmengine - INFO - Epoch(train) [22][700/1879] lr: 2.0000e-02 eta: 9:46:22 time: 0.5950 data_time: 0.0270 memory: 13712 grad_norm: 3.6353 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 2.0052 loss: 2.0052 2022/08/11 01:39:09 - mmengine - INFO - Epoch(train) [22][720/1879] lr: 2.0000e-02 eta: 9:46:09 time: 0.6705 data_time: 0.0158 memory: 13712 grad_norm: 3.6459 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.0648 loss: 2.0648 2022/08/11 01:39:22 - mmengine - INFO - Epoch(train) [22][740/1879] lr: 2.0000e-02 eta: 9:45:56 time: 0.6413 data_time: 0.0203 memory: 13712 grad_norm: 3.7379 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.8947 loss: 1.8947 2022/08/11 01:39:39 - mmengine - INFO - Epoch(train) [22][760/1879] lr: 2.0000e-02 eta: 9:45:48 time: 0.8365 data_time: 0.0167 memory: 13712 grad_norm: 3.7805 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.8115 loss: 1.8115 2022/08/11 01:39:51 - mmengine - INFO - Epoch(train) [22][780/1879] lr: 2.0000e-02 eta: 9:45:34 time: 0.6141 data_time: 0.0191 memory: 13712 grad_norm: 3.7687 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.9491 loss: 1.9491 2022/08/11 01:40:03 - mmengine - INFO - Epoch(train) [22][800/1879] lr: 2.0000e-02 eta: 9:45:19 time: 0.5779 data_time: 0.0170 memory: 13712 grad_norm: 3.5940 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.9534 loss: 1.9534 2022/08/11 01:40:15 - mmengine - INFO - Epoch(train) [22][820/1879] lr: 2.0000e-02 eta: 9:45:04 time: 0.6000 data_time: 0.0289 memory: 13712 grad_norm: 3.7092 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9931 loss: 1.9931 2022/08/11 01:40:28 - mmengine - INFO - Epoch(train) [22][840/1879] lr: 2.0000e-02 eta: 9:44:51 time: 0.6584 data_time: 0.0257 memory: 13712 grad_norm: 3.6862 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.7416 loss: 1.7416 2022/08/11 01:40:40 - mmengine - INFO - Epoch(train) [22][860/1879] lr: 2.0000e-02 eta: 9:44:36 time: 0.5857 data_time: 0.0180 memory: 13712 grad_norm: 3.6935 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.9294 loss: 1.9294 2022/08/11 01:40:55 - mmengine - INFO - Epoch(train) [22][880/1879] lr: 2.0000e-02 eta: 9:44:26 time: 0.7733 data_time: 0.0171 memory: 13712 grad_norm: 3.7245 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.1559 loss: 2.1559 2022/08/11 01:41:09 - mmengine - INFO - Epoch(train) [22][900/1879] lr: 2.0000e-02 eta: 9:44:14 time: 0.6915 data_time: 0.0187 memory: 13712 grad_norm: 3.6117 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8678 loss: 1.8678 2022/08/11 01:41:23 - mmengine - INFO - Epoch(train) [22][920/1879] lr: 2.0000e-02 eta: 9:44:03 time: 0.7210 data_time: 0.0168 memory: 13712 grad_norm: 3.6844 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.1735 loss: 2.1735 2022/08/11 01:41:37 - mmengine - INFO - Epoch(train) [22][940/1879] lr: 2.0000e-02 eta: 9:43:50 time: 0.6739 data_time: 0.0176 memory: 13712 grad_norm: 3.7334 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.0309 loss: 2.0309 2022/08/11 01:41:49 - mmengine - INFO - Epoch(train) [22][960/1879] lr: 2.0000e-02 eta: 9:43:35 time: 0.5848 data_time: 0.0175 memory: 13712 grad_norm: 3.7560 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.0008 loss: 2.0008 2022/08/11 01:42:03 - mmengine - INFO - Epoch(train) [22][980/1879] lr: 2.0000e-02 eta: 9:43:24 time: 0.7096 data_time: 0.1457 memory: 13712 grad_norm: 3.8361 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.9101 loss: 1.9101 2022/08/11 01:42:15 - mmengine - INFO - Epoch(train) [22][1000/1879] lr: 2.0000e-02 eta: 9:43:10 time: 0.6211 data_time: 0.0165 memory: 13712 grad_norm: 3.6879 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.0890 loss: 2.0890 2022/08/11 01:42:28 - mmengine - INFO - Epoch(train) [22][1020/1879] lr: 2.0000e-02 eta: 9:42:57 time: 0.6582 data_time: 0.0172 memory: 13712 grad_norm: 3.7392 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0479 loss: 2.0479 2022/08/11 01:42:42 - mmengine - INFO - Epoch(train) [22][1040/1879] lr: 2.0000e-02 eta: 9:42:44 time: 0.6750 data_time: 0.0187 memory: 13712 grad_norm: 3.7128 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8060 loss: 1.8060 2022/08/11 01:42:53 - mmengine - INFO - Epoch(train) [22][1060/1879] lr: 2.0000e-02 eta: 9:42:29 time: 0.5754 data_time: 0.0182 memory: 13712 grad_norm: 3.7585 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.0979 loss: 2.0979 2022/08/11 01:43:09 - mmengine - INFO - Epoch(train) [22][1080/1879] lr: 2.0000e-02 eta: 9:42:19 time: 0.7613 data_time: 0.0185 memory: 13712 grad_norm: 3.7344 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.9530 loss: 1.9530 2022/08/11 01:43:20 - mmengine - INFO - Epoch(train) [22][1100/1879] lr: 2.0000e-02 eta: 9:42:04 time: 0.5850 data_time: 0.0164 memory: 13712 grad_norm: 3.6766 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.9649 loss: 1.9649 2022/08/11 01:43:32 - mmengine - INFO - Epoch(train) [22][1120/1879] lr: 2.0000e-02 eta: 9:41:49 time: 0.5794 data_time: 0.0197 memory: 13712 grad_norm: 3.7229 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.0251 loss: 2.0251 2022/08/11 01:43:43 - mmengine - INFO - Epoch(train) [22][1140/1879] lr: 2.0000e-02 eta: 9:41:34 time: 0.5766 data_time: 0.0153 memory: 13712 grad_norm: 3.6624 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 2.1982 loss: 2.1982 2022/08/11 01:43:55 - mmengine - INFO - Epoch(train) [22][1160/1879] lr: 2.0000e-02 eta: 9:41:19 time: 0.5792 data_time: 0.0176 memory: 13712 grad_norm: 3.6688 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8716 loss: 1.8716 2022/08/11 01:44:07 - mmengine - INFO - Epoch(train) [22][1180/1879] lr: 2.0000e-02 eta: 9:41:04 time: 0.5917 data_time: 0.0185 memory: 13712 grad_norm: 3.8069 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.1019 loss: 2.1019 2022/08/11 01:44:18 - mmengine - INFO - Epoch(train) [22][1200/1879] lr: 2.0000e-02 eta: 9:40:49 time: 0.5811 data_time: 0.0188 memory: 13712 grad_norm: 3.7403 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8811 loss: 1.8811 2022/08/11 01:44:30 - mmengine - INFO - Epoch(train) [22][1220/1879] lr: 2.0000e-02 eta: 9:40:34 time: 0.5777 data_time: 0.0184 memory: 13712 grad_norm: 3.5823 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 1.9058 loss: 1.9058 2022/08/11 01:44:42 - mmengine - INFO - Epoch(train) [22][1240/1879] lr: 2.0000e-02 eta: 9:40:19 time: 0.5857 data_time: 0.0247 memory: 13712 grad_norm: 3.7012 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9623 loss: 1.9623 2022/08/11 01:44:53 - mmengine - INFO - Epoch(train) [22][1260/1879] lr: 2.0000e-02 eta: 9:40:04 time: 0.5772 data_time: 0.0173 memory: 13712 grad_norm: 3.7672 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 1.9652 loss: 1.9652 2022/08/11 01:45:05 - mmengine - INFO - Epoch(train) [22][1280/1879] lr: 2.0000e-02 eta: 9:39:50 time: 0.6058 data_time: 0.0182 memory: 13712 grad_norm: 3.6944 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.9343 loss: 1.9343 2022/08/11 01:45:17 - mmengine - INFO - Epoch(train) [22][1300/1879] lr: 2.0000e-02 eta: 9:39:35 time: 0.5829 data_time: 0.0191 memory: 13712 grad_norm: 3.7009 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.6996 loss: 1.6996 2022/08/11 01:45:29 - mmengine - INFO - Epoch(train) [22][1320/1879] lr: 2.0000e-02 eta: 9:39:20 time: 0.5826 data_time: 0.0193 memory: 13712 grad_norm: 3.7005 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.0047 loss: 2.0047 2022/08/11 01:45:42 - mmengine - INFO - Epoch(train) [22][1340/1879] lr: 2.0000e-02 eta: 9:39:07 time: 0.6613 data_time: 0.0171 memory: 13712 grad_norm: 3.8612 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9972 loss: 1.9972 2022/08/11 01:45:54 - mmengine - INFO - Epoch(train) [22][1360/1879] lr: 2.0000e-02 eta: 9:38:52 time: 0.5842 data_time: 0.0203 memory: 13712 grad_norm: 3.7438 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7845 loss: 1.7845 2022/08/11 01:46:07 - mmengine - INFO - Epoch(train) [22][1380/1879] lr: 2.0000e-02 eta: 9:38:40 time: 0.6897 data_time: 0.1237 memory: 13712 grad_norm: 3.6246 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8838 loss: 1.8838 2022/08/11 01:46:24 - mmengine - INFO - Epoch(train) [22][1400/1879] lr: 2.0000e-02 eta: 9:38:31 time: 0.8013 data_time: 0.2393 memory: 13712 grad_norm: 3.7379 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 2.0763 loss: 2.0763 2022/08/11 01:46:42 - mmengine - INFO - Epoch(train) [22][1420/1879] lr: 2.0000e-02 eta: 9:38:24 time: 0.9140 data_time: 0.3401 memory: 13712 grad_norm: 3.6752 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0434 loss: 2.0434 2022/08/11 01:46:56 - mmengine - INFO - Epoch(train) [22][1440/1879] lr: 2.0000e-02 eta: 9:38:13 time: 0.7138 data_time: 0.1537 memory: 13712 grad_norm: 3.6575 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.1301 loss: 2.1301 2022/08/11 01:47:10 - mmengine - INFO - Epoch(train) [22][1460/1879] lr: 2.0000e-02 eta: 9:38:01 time: 0.7140 data_time: 0.0197 memory: 13712 grad_norm: 3.7109 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.9530 loss: 1.9530 2022/08/11 01:47:26 - mmengine - INFO - Epoch(train) [22][1480/1879] lr: 2.0000e-02 eta: 9:37:52 time: 0.7947 data_time: 0.0188 memory: 13712 grad_norm: 3.6834 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.0195 loss: 2.0195 2022/08/11 01:47:38 - mmengine - INFO - Epoch(train) [22][1500/1879] lr: 2.0000e-02 eta: 9:37:37 time: 0.5997 data_time: 0.0165 memory: 13712 grad_norm: 3.7462 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 1.9756 loss: 1.9756 2022/08/11 01:47:50 - mmengine - INFO - Epoch(train) [22][1520/1879] lr: 2.0000e-02 eta: 9:37:23 time: 0.6007 data_time: 0.0165 memory: 13712 grad_norm: 3.7011 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8066 loss: 1.8066 2022/08/11 01:48:03 - mmengine - INFO - Epoch(train) [22][1540/1879] lr: 2.0000e-02 eta: 9:37:09 time: 0.6194 data_time: 0.0186 memory: 13712 grad_norm: 3.6781 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 1.9827 loss: 1.9827 2022/08/11 01:48:03 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 01:48:14 - mmengine - INFO - Epoch(train) [22][1560/1879] lr: 2.0000e-02 eta: 9:36:54 time: 0.5808 data_time: 0.0166 memory: 13712 grad_norm: 3.6409 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9391 loss: 1.9391 2022/08/11 01:48:26 - mmengine - INFO - Epoch(train) [22][1580/1879] lr: 2.0000e-02 eta: 9:36:39 time: 0.5907 data_time: 0.0284 memory: 13712 grad_norm: 3.6165 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.0277 loss: 2.0277 2022/08/11 01:48:42 - mmengine - INFO - Epoch(train) [22][1600/1879] lr: 2.0000e-02 eta: 9:36:30 time: 0.8068 data_time: 0.0165 memory: 13712 grad_norm: 3.7618 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.9807 loss: 1.9807 2022/08/11 01:48:54 - mmengine - INFO - Epoch(train) [22][1620/1879] lr: 2.0000e-02 eta: 9:36:15 time: 0.5927 data_time: 0.0206 memory: 13712 grad_norm: 3.6886 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 2.0587 loss: 2.0587 2022/08/11 01:49:13 - mmengine - INFO - Epoch(train) [22][1640/1879] lr: 2.0000e-02 eta: 9:36:10 time: 0.9393 data_time: 0.0160 memory: 13712 grad_norm: 3.5958 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0461 loss: 2.0461 2022/08/11 01:49:26 - mmengine - INFO - Epoch(train) [22][1660/1879] lr: 2.0000e-02 eta: 9:35:57 time: 0.6524 data_time: 0.0188 memory: 13712 grad_norm: 3.8490 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.2276 loss: 2.2276 2022/08/11 01:49:39 - mmengine - INFO - Epoch(train) [22][1680/1879] lr: 2.0000e-02 eta: 9:35:43 time: 0.6454 data_time: 0.0190 memory: 13712 grad_norm: 3.5338 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.8655 loss: 1.8655 2022/08/11 01:49:52 - mmengine - INFO - Epoch(train) [22][1700/1879] lr: 2.0000e-02 eta: 9:35:31 time: 0.6708 data_time: 0.0187 memory: 13712 grad_norm: 3.7180 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9103 loss: 1.9103 2022/08/11 01:50:09 - mmengine - INFO - Epoch(train) [22][1720/1879] lr: 2.0000e-02 eta: 9:35:22 time: 0.8396 data_time: 0.0186 memory: 13712 grad_norm: 3.6564 top1_acc: 0.4375 top5_acc: 0.9375 loss_cls: 1.9328 loss: 1.9328 2022/08/11 01:50:26 - mmengine - INFO - Epoch(train) [22][1740/1879] lr: 2.0000e-02 eta: 9:35:14 time: 0.8364 data_time: 0.0178 memory: 13712 grad_norm: 3.7954 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 2.4045 loss: 2.4045 2022/08/11 01:50:42 - mmengine - INFO - Epoch(train) [22][1760/1879] lr: 2.0000e-02 eta: 9:35:05 time: 0.8068 data_time: 0.2384 memory: 13712 grad_norm: 3.6716 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0662 loss: 2.0662 2022/08/11 01:50:56 - mmengine - INFO - Epoch(train) [22][1780/1879] lr: 2.0000e-02 eta: 9:34:53 time: 0.7053 data_time: 0.1461 memory: 13712 grad_norm: 3.5937 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.1151 loss: 2.1151 2022/08/11 01:51:12 - mmengine - INFO - Epoch(train) [22][1800/1879] lr: 2.0000e-02 eta: 9:34:43 time: 0.7795 data_time: 0.0174 memory: 13712 grad_norm: 3.7323 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.1485 loss: 2.1485 2022/08/11 01:51:29 - mmengine - INFO - Epoch(train) [22][1820/1879] lr: 2.0000e-02 eta: 9:34:35 time: 0.8688 data_time: 0.0181 memory: 13712 grad_norm: 3.6913 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9606 loss: 1.9606 2022/08/11 01:51:43 - mmengine - INFO - Epoch(train) [22][1840/1879] lr: 2.0000e-02 eta: 9:34:23 time: 0.6829 data_time: 0.1158 memory: 13712 grad_norm: 3.6402 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.1034 loss: 2.1034 2022/08/11 01:51:57 - mmengine - INFO - Epoch(train) [22][1860/1879] lr: 2.0000e-02 eta: 9:34:12 time: 0.7311 data_time: 0.0182 memory: 13712 grad_norm: 3.5799 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0135 loss: 2.0135 2022/08/11 01:52:17 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 01:52:17 - mmengine - INFO - Epoch(train) [22][1879/1879] lr: 2.0000e-02 eta: 9:34:12 time: 1.0256 data_time: 0.0166 memory: 13712 grad_norm: 3.7818 top1_acc: 0.7143 top5_acc: 1.0000 loss_cls: 1.8695 loss: 1.8695 2022/08/11 01:53:32 - mmengine - INFO - Epoch(val) [22][20/155] eta: 0:08:21 time: 3.7137 data_time: 2.3387 memory: 14838 2022/08/11 01:54:40 - mmengine - INFO - Epoch(val) [22][40/155] eta: 0:06:31 time: 3.4063 data_time: 2.0317 memory: 14838 2022/08/11 01:55:53 - mmengine - INFO - Epoch(val) [22][60/155] eta: 0:05:47 time: 3.6565 data_time: 2.2774 memory: 14838 2022/08/11 01:56:53 - mmengine - INFO - Epoch(val) [22][80/155] eta: 0:03:44 time: 2.9888 data_time: 1.6026 memory: 14838 2022/08/11 01:58:12 - mmengine - INFO - Epoch(val) [22][100/155] eta: 0:03:36 time: 3.9442 data_time: 2.5764 memory: 14838 2022/08/11 01:59:17 - mmengine - INFO - Epoch(val) [22][120/155] eta: 0:01:55 time: 3.2916 data_time: 1.9186 memory: 14838 2022/08/11 02:00:20 - mmengine - INFO - Epoch(val) [22][140/155] eta: 0:00:47 time: 3.1451 data_time: 1.7353 memory: 14838 2022/08/11 02:01:11 - mmengine - INFO - Epoch(val) [22][155/155] acc/top1: 0.6235 acc/top5: 0.8472 acc/mean1: 0.6232 2022/08/11 02:01:11 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_r50_dense_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_20.pth is removed 2022/08/11 02:01:12 - mmengine - INFO - The best checkpoint with 0.6235 acc/top1 at 23 epoch is saved to best_acc/top1_epoch_23.pth. 2022/08/11 02:01:33 - mmengine - INFO - Epoch(train) [23][20/1879] lr: 2.0000e-02 eta: 9:33:40 time: 1.0334 data_time: 0.1600 memory: 14838 grad_norm: 3.6549 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9409 loss: 1.9409 2022/08/11 02:01:48 - mmengine - INFO - Epoch(train) [23][40/1879] lr: 2.0000e-02 eta: 9:33:31 time: 0.7911 data_time: 0.0184 memory: 13712 grad_norm: 3.7101 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.9440 loss: 1.9440 2022/08/11 02:02:05 - mmengine - INFO - Epoch(train) [23][60/1879] lr: 2.0000e-02 eta: 9:33:22 time: 0.8182 data_time: 0.0187 memory: 13712 grad_norm: 3.7686 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8018 loss: 1.8018 2022/08/11 02:02:24 - mmengine - INFO - Epoch(train) [23][80/1879] lr: 2.0000e-02 eta: 9:33:16 time: 0.9599 data_time: 0.1457 memory: 13712 grad_norm: 3.7847 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1720 loss: 2.1720 2022/08/11 02:02:44 - mmengine - INFO - Epoch(train) [23][100/1879] lr: 2.0000e-02 eta: 9:33:13 time: 1.0228 data_time: 0.3954 memory: 13712 grad_norm: 3.7224 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.1441 loss: 2.1441 2022/08/11 02:02:57 - mmengine - INFO - Epoch(train) [23][120/1879] lr: 2.0000e-02 eta: 9:32:59 time: 0.6389 data_time: 0.0731 memory: 13712 grad_norm: 3.6935 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8909 loss: 1.8909 2022/08/11 02:03:18 - mmengine - INFO - Epoch(train) [23][140/1879] lr: 2.0000e-02 eta: 9:32:55 time: 1.0109 data_time: 0.0146 memory: 13712 grad_norm: 3.7272 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.9185 loss: 1.9185 2022/08/11 02:03:34 - mmengine - INFO - Epoch(train) [23][160/1879] lr: 2.0000e-02 eta: 9:32:47 time: 0.8495 data_time: 0.2831 memory: 13712 grad_norm: 3.7687 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.8373 loss: 1.8373 2022/08/11 02:03:51 - mmengine - INFO - Epoch(train) [23][180/1879] lr: 2.0000e-02 eta: 9:32:37 time: 0.8056 data_time: 0.2443 memory: 13712 grad_norm: 3.7171 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.8304 loss: 1.8304 2022/08/11 02:04:03 - mmengine - INFO - Epoch(train) [23][200/1879] lr: 2.0000e-02 eta: 9:32:24 time: 0.6423 data_time: 0.0768 memory: 13712 grad_norm: 3.7258 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9983 loss: 1.9983 2022/08/11 02:04:16 - mmengine - INFO - Epoch(train) [23][220/1879] lr: 2.0000e-02 eta: 9:32:10 time: 0.6186 data_time: 0.0589 memory: 13712 grad_norm: 3.6352 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0354 loss: 2.0354 2022/08/11 02:04:31 - mmengine - INFO - Epoch(train) [23][240/1879] lr: 2.0000e-02 eta: 9:32:00 time: 0.7647 data_time: 0.1747 memory: 13712 grad_norm: 3.7774 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9706 loss: 1.9706 2022/08/11 02:04:47 - mmengine - INFO - Epoch(train) [23][260/1879] lr: 2.0000e-02 eta: 9:31:50 time: 0.7888 data_time: 0.2133 memory: 13712 grad_norm: 3.6851 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7452 loss: 1.7452 2022/08/11 02:05:00 - mmengine - INFO - Epoch(train) [23][280/1879] lr: 2.0000e-02 eta: 9:31:37 time: 0.6726 data_time: 0.1112 memory: 13712 grad_norm: 3.7189 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.9455 loss: 1.9455 2022/08/11 02:05:15 - mmengine - INFO - Epoch(train) [23][300/1879] lr: 2.0000e-02 eta: 9:31:27 time: 0.7540 data_time: 0.0160 memory: 13712 grad_norm: 3.5985 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.6773 loss: 1.6773 2022/08/11 02:05:29 - mmengine - INFO - Epoch(train) [23][320/1879] lr: 2.0000e-02 eta: 9:31:14 time: 0.6892 data_time: 0.0200 memory: 13712 grad_norm: 3.6338 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8311 loss: 1.8311 2022/08/11 02:05:44 - mmengine - INFO - Epoch(train) [23][340/1879] lr: 2.0000e-02 eta: 9:31:03 time: 0.7285 data_time: 0.0170 memory: 13712 grad_norm: 3.7356 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8683 loss: 1.8683 2022/08/11 02:06:02 - mmengine - INFO - Epoch(train) [23][360/1879] lr: 2.0000e-02 eta: 9:30:57 time: 0.9335 data_time: 0.0173 memory: 13712 grad_norm: 3.6242 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9955 loss: 1.9955 2022/08/11 02:06:14 - mmengine - INFO - Epoch(train) [23][380/1879] lr: 2.0000e-02 eta: 9:30:42 time: 0.5779 data_time: 0.0180 memory: 13712 grad_norm: 3.6566 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.8956 loss: 1.8956 2022/08/11 02:06:28 - mmengine - INFO - Epoch(train) [23][400/1879] lr: 2.0000e-02 eta: 9:30:30 time: 0.7114 data_time: 0.0213 memory: 13712 grad_norm: 3.6558 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8101 loss: 1.8101 2022/08/11 02:06:43 - mmengine - INFO - Epoch(train) [23][420/1879] lr: 2.0000e-02 eta: 9:30:19 time: 0.7505 data_time: 0.0155 memory: 13712 grad_norm: 3.6684 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8930 loss: 1.8930 2022/08/11 02:06:55 - mmengine - INFO - Epoch(train) [23][440/1879] lr: 2.0000e-02 eta: 9:30:04 time: 0.5840 data_time: 0.0182 memory: 13712 grad_norm: 3.6807 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7981 loss: 1.7981 2022/08/11 02:07:07 - mmengine - INFO - Epoch(train) [23][460/1879] lr: 2.0000e-02 eta: 9:29:49 time: 0.5805 data_time: 0.0189 memory: 13712 grad_norm: 3.7292 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9819 loss: 1.9819 2022/08/11 02:07:18 - mmengine - INFO - Epoch(train) [23][480/1879] lr: 2.0000e-02 eta: 9:29:35 time: 0.5931 data_time: 0.0307 memory: 13712 grad_norm: 3.7467 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.9483 loss: 1.9483 2022/08/11 02:07:30 - mmengine - INFO - Epoch(train) [23][500/1879] lr: 2.0000e-02 eta: 9:29:20 time: 0.5766 data_time: 0.0158 memory: 13712 grad_norm: 3.8052 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9909 loss: 1.9909 2022/08/11 02:07:44 - mmengine - INFO - Epoch(train) [23][520/1879] lr: 2.0000e-02 eta: 9:29:08 time: 0.7044 data_time: 0.0186 memory: 13712 grad_norm: 3.6434 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 1.9511 loss: 1.9511 2022/08/11 02:07:56 - mmengine - INFO - Epoch(train) [23][540/1879] lr: 2.0000e-02 eta: 9:28:53 time: 0.5943 data_time: 0.0170 memory: 13712 grad_norm: 3.6466 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.8325 loss: 1.8325 2022/08/11 02:08:09 - mmengine - INFO - Epoch(train) [23][560/1879] lr: 2.0000e-02 eta: 9:28:40 time: 0.6684 data_time: 0.0992 memory: 13712 grad_norm: 3.7026 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.0369 loss: 2.0369 2022/08/11 02:08:21 - mmengine - INFO - Epoch(train) [23][580/1879] lr: 2.0000e-02 eta: 9:28:25 time: 0.5817 data_time: 0.0169 memory: 13712 grad_norm: 3.6418 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 2.0301 loss: 2.0301 2022/08/11 02:08:32 - mmengine - INFO - Epoch(train) [23][600/1879] lr: 2.0000e-02 eta: 9:28:10 time: 0.5767 data_time: 0.0173 memory: 13712 grad_norm: 3.5506 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9755 loss: 1.9755 2022/08/11 02:08:44 - mmengine - INFO - Epoch(train) [23][620/1879] lr: 2.0000e-02 eta: 9:27:55 time: 0.5824 data_time: 0.0195 memory: 13712 grad_norm: 3.7086 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.9136 loss: 1.9136 2022/08/11 02:08:56 - mmengine - INFO - Epoch(train) [23][640/1879] lr: 2.0000e-02 eta: 9:27:40 time: 0.5773 data_time: 0.0183 memory: 13712 grad_norm: 3.9339 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.9848 loss: 1.9848 2022/08/11 02:09:07 - mmengine - INFO - Epoch(train) [23][660/1879] lr: 2.0000e-02 eta: 9:27:25 time: 0.5781 data_time: 0.0173 memory: 13712 grad_norm: 3.6966 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0560 loss: 2.0560 2022/08/11 02:09:08 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 02:09:19 - mmengine - INFO - Epoch(train) [23][680/1879] lr: 2.0000e-02 eta: 9:27:10 time: 0.5814 data_time: 0.0164 memory: 13712 grad_norm: 3.7139 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0161 loss: 2.0161 2022/08/11 02:09:30 - mmengine - INFO - Epoch(train) [23][700/1879] lr: 2.0000e-02 eta: 9:26:55 time: 0.5766 data_time: 0.0172 memory: 13712 grad_norm: 3.7440 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8886 loss: 1.8886 2022/08/11 02:09:43 - mmengine - INFO - Epoch(train) [23][720/1879] lr: 2.0000e-02 eta: 9:26:42 time: 0.6461 data_time: 0.0201 memory: 13712 grad_norm: 3.6287 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0069 loss: 2.0069 2022/08/11 02:09:55 - mmengine - INFO - Epoch(train) [23][740/1879] lr: 2.0000e-02 eta: 9:26:27 time: 0.5772 data_time: 0.0173 memory: 13712 grad_norm: 3.7515 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.9068 loss: 1.9068 2022/08/11 02:10:07 - mmengine - INFO - Epoch(train) [23][760/1879] lr: 2.0000e-02 eta: 9:26:12 time: 0.5817 data_time: 0.0191 memory: 13712 grad_norm: 3.6830 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8907 loss: 1.8907 2022/08/11 02:10:19 - mmengine - INFO - Epoch(train) [23][780/1879] lr: 2.0000e-02 eta: 9:25:58 time: 0.6036 data_time: 0.0487 memory: 13712 grad_norm: 3.6588 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9664 loss: 1.9664 2022/08/11 02:10:30 - mmengine - INFO - Epoch(train) [23][800/1879] lr: 2.0000e-02 eta: 9:25:43 time: 0.5841 data_time: 0.0184 memory: 13712 grad_norm: 3.6629 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 2.1213 loss: 2.1213 2022/08/11 02:10:42 - mmengine - INFO - Epoch(train) [23][820/1879] lr: 2.0000e-02 eta: 9:25:28 time: 0.5851 data_time: 0.0180 memory: 13712 grad_norm: 3.7265 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7510 loss: 1.7510 2022/08/11 02:10:54 - mmengine - INFO - Epoch(train) [23][840/1879] lr: 2.0000e-02 eta: 9:25:13 time: 0.5784 data_time: 0.0185 memory: 13712 grad_norm: 3.7238 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0210 loss: 2.0210 2022/08/11 02:11:08 - mmengine - INFO - Epoch(train) [23][860/1879] lr: 2.0000e-02 eta: 9:25:01 time: 0.7118 data_time: 0.0170 memory: 13712 grad_norm: 3.7330 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6912 loss: 1.6912 2022/08/11 02:11:20 - mmengine - INFO - Epoch(train) [23][880/1879] lr: 2.0000e-02 eta: 9:24:47 time: 0.5891 data_time: 0.0259 memory: 13712 grad_norm: 3.6924 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.6600 loss: 1.6600 2022/08/11 02:11:31 - mmengine - INFO - Epoch(train) [23][900/1879] lr: 2.0000e-02 eta: 9:24:32 time: 0.5798 data_time: 0.0178 memory: 13712 grad_norm: 3.7282 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8742 loss: 1.8742 2022/08/11 02:11:43 - mmengine - INFO - Epoch(train) [23][920/1879] lr: 2.0000e-02 eta: 9:24:17 time: 0.5787 data_time: 0.0185 memory: 13712 grad_norm: 3.6673 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9124 loss: 1.9124 2022/08/11 02:11:55 - mmengine - INFO - Epoch(train) [23][940/1879] lr: 2.0000e-02 eta: 9:24:02 time: 0.5933 data_time: 0.0205 memory: 13712 grad_norm: 3.7792 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8056 loss: 1.8056 2022/08/11 02:12:10 - mmengine - INFO - Epoch(train) [23][960/1879] lr: 2.0000e-02 eta: 9:23:52 time: 0.7803 data_time: 0.0468 memory: 13712 grad_norm: 3.6389 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.9522 loss: 1.9522 2022/08/11 02:12:22 - mmengine - INFO - Epoch(train) [23][980/1879] lr: 2.0000e-02 eta: 9:23:37 time: 0.5769 data_time: 0.0186 memory: 13712 grad_norm: 3.6876 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 2.1535 loss: 2.1535 2022/08/11 02:12:33 - mmengine - INFO - Epoch(train) [23][1000/1879] lr: 2.0000e-02 eta: 9:23:22 time: 0.5814 data_time: 0.0201 memory: 13712 grad_norm: 3.5907 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.9234 loss: 1.9234 2022/08/11 02:12:45 - mmengine - INFO - Epoch(train) [23][1020/1879] lr: 2.0000e-02 eta: 9:23:07 time: 0.5806 data_time: 0.0189 memory: 13712 grad_norm: 3.5526 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8699 loss: 1.8699 2022/08/11 02:12:57 - mmengine - INFO - Epoch(train) [23][1040/1879] lr: 2.0000e-02 eta: 9:22:52 time: 0.5757 data_time: 0.0154 memory: 13712 grad_norm: 3.7109 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.9909 loss: 1.9909 2022/08/11 02:13:08 - mmengine - INFO - Epoch(train) [23][1060/1879] lr: 2.0000e-02 eta: 9:22:37 time: 0.5768 data_time: 0.0183 memory: 13712 grad_norm: 3.6601 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0822 loss: 2.0822 2022/08/11 02:13:20 - mmengine - INFO - Epoch(train) [23][1080/1879] lr: 2.0000e-02 eta: 9:22:22 time: 0.5796 data_time: 0.0186 memory: 13712 grad_norm: 3.6385 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9915 loss: 1.9915 2022/08/11 02:13:31 - mmengine - INFO - Epoch(train) [23][1100/1879] lr: 2.0000e-02 eta: 9:22:08 time: 0.5817 data_time: 0.0182 memory: 13712 grad_norm: 3.6627 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9589 loss: 1.9589 2022/08/11 02:13:43 - mmengine - INFO - Epoch(train) [23][1120/1879] lr: 2.0000e-02 eta: 9:21:53 time: 0.5869 data_time: 0.0170 memory: 13712 grad_norm: 3.6728 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7926 loss: 1.7926 2022/08/11 02:13:56 - mmengine - INFO - Epoch(train) [23][1140/1879] lr: 2.0000e-02 eta: 9:21:39 time: 0.6307 data_time: 0.0184 memory: 13712 grad_norm: 3.7336 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.9826 loss: 1.9826 2022/08/11 02:14:07 - mmengine - INFO - Epoch(train) [23][1160/1879] lr: 2.0000e-02 eta: 9:21:24 time: 0.5781 data_time: 0.0179 memory: 13712 grad_norm: 3.6761 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.1740 loss: 2.1740 2022/08/11 02:14:21 - mmengine - INFO - Epoch(train) [23][1180/1879] lr: 2.0000e-02 eta: 9:21:12 time: 0.7067 data_time: 0.0178 memory: 13712 grad_norm: 3.7595 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 1.9931 loss: 1.9931 2022/08/11 02:14:33 - mmengine - INFO - Epoch(train) [23][1200/1879] lr: 2.0000e-02 eta: 9:20:58 time: 0.5844 data_time: 0.0192 memory: 13712 grad_norm: 3.6757 top1_acc: 0.5625 top5_acc: 1.0000 loss_cls: 1.9789 loss: 1.9789 2022/08/11 02:14:45 - mmengine - INFO - Epoch(train) [23][1220/1879] lr: 2.0000e-02 eta: 9:20:43 time: 0.5833 data_time: 0.0185 memory: 13712 grad_norm: 3.8188 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0688 loss: 2.0688 2022/08/11 02:14:58 - mmengine - INFO - Epoch(train) [23][1240/1879] lr: 2.0000e-02 eta: 9:20:29 time: 0.6467 data_time: 0.0171 memory: 13712 grad_norm: 3.7240 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.9592 loss: 1.9592 2022/08/11 02:15:15 - mmengine - INFO - Epoch(train) [23][1260/1879] lr: 2.0000e-02 eta: 9:20:21 time: 0.8681 data_time: 0.0186 memory: 13712 grad_norm: 3.7375 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1852 loss: 2.1852 2022/08/11 02:15:27 - mmengine - INFO - Epoch(train) [23][1280/1879] lr: 2.0000e-02 eta: 9:20:07 time: 0.5799 data_time: 0.0189 memory: 13712 grad_norm: 3.7009 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.2711 loss: 2.2711 2022/08/11 02:15:39 - mmengine - INFO - Epoch(train) [23][1300/1879] lr: 2.0000e-02 eta: 9:19:53 time: 0.6189 data_time: 0.0181 memory: 13712 grad_norm: 3.6480 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.1928 loss: 2.1928 2022/08/11 02:15:54 - mmengine - INFO - Epoch(train) [23][1320/1879] lr: 2.0000e-02 eta: 9:19:41 time: 0.7232 data_time: 0.0187 memory: 13712 grad_norm: 3.6549 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8931 loss: 1.8931 2022/08/11 02:16:07 - mmengine - INFO - Epoch(train) [23][1340/1879] lr: 2.0000e-02 eta: 9:19:28 time: 0.6493 data_time: 0.0173 memory: 13712 grad_norm: 3.6343 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.8883 loss: 1.8883 2022/08/11 02:16:18 - mmengine - INFO - Epoch(train) [23][1360/1879] lr: 2.0000e-02 eta: 9:19:13 time: 0.5840 data_time: 0.0196 memory: 13712 grad_norm: 3.7264 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.1303 loss: 2.1303 2022/08/11 02:16:30 - mmengine - INFO - Epoch(train) [23][1380/1879] lr: 2.0000e-02 eta: 9:18:58 time: 0.5818 data_time: 0.0195 memory: 13712 grad_norm: 3.7200 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.9908 loss: 1.9908 2022/08/11 02:16:44 - mmengine - INFO - Epoch(train) [23][1400/1879] lr: 2.0000e-02 eta: 9:18:46 time: 0.7032 data_time: 0.1263 memory: 13712 grad_norm: 3.7350 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.9094 loss: 1.9094 2022/08/11 02:16:56 - mmengine - INFO - Epoch(train) [23][1420/1879] lr: 2.0000e-02 eta: 9:18:32 time: 0.5896 data_time: 0.0205 memory: 13712 grad_norm: 3.7290 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.8878 loss: 1.8878 2022/08/11 02:17:07 - mmengine - INFO - Epoch(train) [23][1440/1879] lr: 2.0000e-02 eta: 9:18:17 time: 0.5839 data_time: 0.0185 memory: 13712 grad_norm: 3.7073 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.0237 loss: 2.0237 2022/08/11 02:17:19 - mmengine - INFO - Epoch(train) [23][1460/1879] lr: 2.0000e-02 eta: 9:18:02 time: 0.5861 data_time: 0.0179 memory: 13712 grad_norm: 3.7390 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.0463 loss: 2.0463 2022/08/11 02:17:31 - mmengine - INFO - Epoch(train) [23][1480/1879] lr: 2.0000e-02 eta: 9:17:47 time: 0.5845 data_time: 0.0209 memory: 13712 grad_norm: 3.5212 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.9580 loss: 1.9580 2022/08/11 02:17:43 - mmengine - INFO - Epoch(train) [23][1500/1879] lr: 2.0000e-02 eta: 9:17:33 time: 0.5855 data_time: 0.0169 memory: 13712 grad_norm: 3.7444 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0695 loss: 2.0695 2022/08/11 02:17:54 - mmengine - INFO - Epoch(train) [23][1520/1879] lr: 2.0000e-02 eta: 9:17:18 time: 0.5881 data_time: 0.0206 memory: 13712 grad_norm: 3.7108 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.7835 loss: 1.7835 2022/08/11 02:18:06 - mmengine - INFO - Epoch(train) [23][1540/1879] lr: 2.0000e-02 eta: 9:17:03 time: 0.5798 data_time: 0.0166 memory: 13712 grad_norm: 3.6983 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6906 loss: 1.6906 2022/08/11 02:18:18 - mmengine - INFO - Epoch(train) [23][1560/1879] lr: 2.0000e-02 eta: 9:16:48 time: 0.5852 data_time: 0.0178 memory: 13712 grad_norm: 3.7769 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.9479 loss: 1.9479 2022/08/11 02:18:29 - mmengine - INFO - Epoch(train) [23][1580/1879] lr: 2.0000e-02 eta: 9:16:34 time: 0.5846 data_time: 0.0179 memory: 13712 grad_norm: 3.6749 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9275 loss: 1.9275 2022/08/11 02:18:41 - mmengine - INFO - Epoch(train) [23][1600/1879] lr: 2.0000e-02 eta: 9:16:19 time: 0.5848 data_time: 0.0196 memory: 13712 grad_norm: 3.7576 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.0088 loss: 2.0088 2022/08/11 02:18:53 - mmengine - INFO - Epoch(train) [23][1620/1879] lr: 2.0000e-02 eta: 9:16:04 time: 0.5868 data_time: 0.0165 memory: 13712 grad_norm: 3.5955 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.7785 loss: 1.7785 2022/08/11 02:19:06 - mmengine - INFO - Epoch(train) [23][1640/1879] lr: 2.0000e-02 eta: 9:15:51 time: 0.6432 data_time: 0.0212 memory: 13712 grad_norm: 3.5532 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7172 loss: 1.7172 2022/08/11 02:19:21 - mmengine - INFO - Epoch(train) [23][1660/1879] lr: 2.0000e-02 eta: 9:15:40 time: 0.7541 data_time: 0.0165 memory: 13712 grad_norm: 3.7846 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0348 loss: 2.0348 2022/08/11 02:19:22 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 02:19:35 - mmengine - INFO - Epoch(train) [23][1680/1879] lr: 2.0000e-02 eta: 9:15:29 time: 0.7153 data_time: 0.0195 memory: 13712 grad_norm: 3.7164 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.0896 loss: 2.0896 2022/08/11 02:19:47 - mmengine - INFO - Epoch(train) [23][1700/1879] lr: 2.0000e-02 eta: 9:15:14 time: 0.5856 data_time: 0.0187 memory: 13712 grad_norm: 3.5887 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9030 loss: 1.9030 2022/08/11 02:19:59 - mmengine - INFO - Epoch(train) [23][1720/1879] lr: 2.0000e-02 eta: 9:14:59 time: 0.5956 data_time: 0.0218 memory: 13712 grad_norm: 3.7266 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1778 loss: 2.1778 2022/08/11 02:20:17 - mmengine - INFO - Epoch(train) [23][1740/1879] lr: 2.0000e-02 eta: 9:14:53 time: 0.9331 data_time: 0.0164 memory: 13712 grad_norm: 3.6381 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7708 loss: 1.7708 2022/08/11 02:20:29 - mmengine - INFO - Epoch(train) [23][1760/1879] lr: 2.0000e-02 eta: 9:14:38 time: 0.5839 data_time: 0.0188 memory: 13712 grad_norm: 3.6940 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.0828 loss: 2.0828 2022/08/11 02:20:41 - mmengine - INFO - Epoch(train) [23][1780/1879] lr: 2.0000e-02 eta: 9:14:23 time: 0.5787 data_time: 0.0167 memory: 13712 grad_norm: 3.6591 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.0359 loss: 2.0359 2022/08/11 02:20:52 - mmengine - INFO - Epoch(train) [23][1800/1879] lr: 2.0000e-02 eta: 9:14:08 time: 0.5820 data_time: 0.0194 memory: 13712 grad_norm: 3.6765 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.2218 loss: 2.2218 2022/08/11 02:21:04 - mmengine - INFO - Epoch(train) [23][1820/1879] lr: 2.0000e-02 eta: 9:13:53 time: 0.5722 data_time: 0.0158 memory: 13712 grad_norm: 3.7153 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0538 loss: 2.0538 2022/08/11 02:21:15 - mmengine - INFO - Epoch(train) [23][1840/1879] lr: 2.0000e-02 eta: 9:13:39 time: 0.5764 data_time: 0.0184 memory: 13712 grad_norm: 3.6785 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.1527 loss: 2.1527 2022/08/11 02:21:27 - mmengine - INFO - Epoch(train) [23][1860/1879] lr: 2.0000e-02 eta: 9:13:24 time: 0.5773 data_time: 0.0166 memory: 13712 grad_norm: 3.6821 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.7870 loss: 1.7870 2022/08/11 02:21:38 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 02:21:38 - mmengine - INFO - Epoch(train) [23][1879/1879] lr: 2.0000e-02 eta: 9:13:24 time: 0.5808 data_time: 0.0170 memory: 13712 grad_norm: 3.7451 top1_acc: 0.5714 top5_acc: 0.7143 loss_cls: 1.9293 loss: 1.9293 2022/08/11 02:23:00 - mmengine - INFO - Epoch(val) [23][20/155] eta: 0:09:15 time: 4.1180 data_time: 2.7415 memory: 14838 2022/08/11 02:23:53 - mmengine - INFO - Epoch(val) [23][40/155] eta: 0:05:01 time: 2.6242 data_time: 1.2436 memory: 14838 2022/08/11 02:25:09 - mmengine - INFO - Epoch(val) [23][60/155] eta: 0:06:02 time: 3.8127 data_time: 2.4395 memory: 14838 2022/08/11 02:26:12 - mmengine - INFO - Epoch(val) [23][80/155] eta: 0:03:57 time: 3.1670 data_time: 1.7708 memory: 14838 2022/08/11 02:27:24 - mmengine - INFO - Epoch(val) [23][100/155] eta: 0:03:17 time: 3.5955 data_time: 2.2213 memory: 14838 2022/08/11 02:28:24 - mmengine - INFO - Epoch(val) [23][120/155] eta: 0:01:43 time: 2.9623 data_time: 1.5858 memory: 14838 2022/08/11 02:29:43 - mmengine - INFO - Epoch(val) [23][140/155] eta: 0:00:59 time: 3.9588 data_time: 2.5931 memory: 14838 2022/08/11 02:30:22 - mmengine - INFO - Epoch(val) [23][155/155] acc/top1: 0.6242 acc/top5: 0.8509 acc/mean1: 0.6240 2022/08/11 02:30:22 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_r50_dense_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_23.pth is removed 2022/08/11 02:30:23 - mmengine - INFO - The best checkpoint with 0.6242 acc/top1 at 24 epoch is saved to best_acc/top1_epoch_24.pth. 2022/08/11 02:30:38 - mmengine - INFO - Epoch(train) [24][20/1879] lr: 2.0000e-02 eta: 9:12:45 time: 0.7355 data_time: 0.1753 memory: 14838 grad_norm: 3.6383 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.9414 loss: 1.9414 2022/08/11 02:30:50 - mmengine - INFO - Epoch(train) [24][40/1879] lr: 2.0000e-02 eta: 9:12:31 time: 0.5818 data_time: 0.0231 memory: 13712 grad_norm: 3.7154 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.0333 loss: 2.0333 2022/08/11 02:31:02 - mmengine - INFO - Epoch(train) [24][60/1879] lr: 2.0000e-02 eta: 9:12:17 time: 0.6108 data_time: 0.0181 memory: 13712 grad_norm: 3.5834 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7469 loss: 1.7469 2022/08/11 02:31:14 - mmengine - INFO - Epoch(train) [24][80/1879] lr: 2.0000e-02 eta: 9:12:02 time: 0.6021 data_time: 0.0186 memory: 13712 grad_norm: 3.6307 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.8010 loss: 1.8010 2022/08/11 02:31:26 - mmengine - INFO - Epoch(train) [24][100/1879] lr: 2.0000e-02 eta: 9:11:48 time: 0.6022 data_time: 0.0175 memory: 13712 grad_norm: 3.6686 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8414 loss: 1.8414 2022/08/11 02:31:38 - mmengine - INFO - Epoch(train) [24][120/1879] lr: 2.0000e-02 eta: 9:11:33 time: 0.5861 data_time: 0.0176 memory: 13712 grad_norm: 3.7185 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9095 loss: 1.9095 2022/08/11 02:31:49 - mmengine - INFO - Epoch(train) [24][140/1879] lr: 2.0000e-02 eta: 9:11:19 time: 0.5815 data_time: 0.0188 memory: 13712 grad_norm: 3.7029 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.9442 loss: 1.9442 2022/08/11 02:32:04 - mmengine - INFO - Epoch(train) [24][160/1879] lr: 2.0000e-02 eta: 9:11:07 time: 0.7116 data_time: 0.1224 memory: 13712 grad_norm: 3.7430 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8342 loss: 1.8342 2022/08/11 02:32:15 - mmengine - INFO - Epoch(train) [24][180/1879] lr: 2.0000e-02 eta: 9:10:52 time: 0.5735 data_time: 0.0153 memory: 13712 grad_norm: 3.6552 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8841 loss: 1.8841 2022/08/11 02:32:27 - mmengine - INFO - Epoch(train) [24][200/1879] lr: 2.0000e-02 eta: 9:10:37 time: 0.5775 data_time: 0.0201 memory: 13712 grad_norm: 3.6482 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.9064 loss: 1.9064 2022/08/11 02:32:38 - mmengine - INFO - Epoch(train) [24][220/1879] lr: 2.0000e-02 eta: 9:10:22 time: 0.5723 data_time: 0.0183 memory: 13712 grad_norm: 3.6655 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0119 loss: 2.0119 2022/08/11 02:32:50 - mmengine - INFO - Epoch(train) [24][240/1879] lr: 2.0000e-02 eta: 9:10:07 time: 0.5752 data_time: 0.0190 memory: 13712 grad_norm: 3.7440 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 1.9327 loss: 1.9327 2022/08/11 02:33:01 - mmengine - INFO - Epoch(train) [24][260/1879] lr: 2.0000e-02 eta: 9:09:52 time: 0.5709 data_time: 0.0194 memory: 13712 grad_norm: 3.6836 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9798 loss: 1.9798 2022/08/11 02:33:13 - mmengine - INFO - Epoch(train) [24][280/1879] lr: 2.0000e-02 eta: 9:09:37 time: 0.5769 data_time: 0.0219 memory: 13712 grad_norm: 3.7819 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.0145 loss: 2.0145 2022/08/11 02:33:24 - mmengine - INFO - Epoch(train) [24][300/1879] lr: 2.0000e-02 eta: 9:09:22 time: 0.5747 data_time: 0.0180 memory: 13712 grad_norm: 3.7672 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8915 loss: 1.8915 2022/08/11 02:33:36 - mmengine - INFO - Epoch(train) [24][320/1879] lr: 2.0000e-02 eta: 9:09:08 time: 0.5762 data_time: 0.0186 memory: 13712 grad_norm: 3.7440 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.9804 loss: 1.9804 2022/08/11 02:33:47 - mmengine - INFO - Epoch(train) [24][340/1879] lr: 2.0000e-02 eta: 9:08:53 time: 0.5767 data_time: 0.0186 memory: 13712 grad_norm: 3.6880 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7460 loss: 1.7460 2022/08/11 02:33:59 - mmengine - INFO - Epoch(train) [24][360/1879] lr: 2.0000e-02 eta: 9:08:38 time: 0.5774 data_time: 0.0170 memory: 13712 grad_norm: 3.6478 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.0101 loss: 2.0101 2022/08/11 02:34:10 - mmengine - INFO - Epoch(train) [24][380/1879] lr: 2.0000e-02 eta: 9:08:23 time: 0.5759 data_time: 0.0192 memory: 13712 grad_norm: 3.7157 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1331 loss: 2.1331 2022/08/11 02:34:22 - mmengine - INFO - Epoch(train) [24][400/1879] lr: 2.0000e-02 eta: 9:08:08 time: 0.5773 data_time: 0.0196 memory: 13712 grad_norm: 3.7393 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9717 loss: 1.9717 2022/08/11 02:34:35 - mmengine - INFO - Epoch(train) [24][420/1879] lr: 2.0000e-02 eta: 9:07:56 time: 0.6718 data_time: 0.1067 memory: 13712 grad_norm: 3.7851 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.9202 loss: 1.9202 2022/08/11 02:34:47 - mmengine - INFO - Epoch(train) [24][440/1879] lr: 2.0000e-02 eta: 9:07:41 time: 0.5777 data_time: 0.0182 memory: 13712 grad_norm: 3.7082 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9914 loss: 1.9914 2022/08/11 02:34:58 - mmengine - INFO - Epoch(train) [24][460/1879] lr: 2.0000e-02 eta: 9:07:26 time: 0.5815 data_time: 0.0163 memory: 13712 grad_norm: 3.8009 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 1.8532 loss: 1.8532 2022/08/11 02:35:10 - mmengine - INFO - Epoch(train) [24][480/1879] lr: 2.0000e-02 eta: 9:07:11 time: 0.5794 data_time: 0.0169 memory: 13712 grad_norm: 3.6876 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.8527 loss: 1.8527 2022/08/11 02:35:22 - mmengine - INFO - Epoch(train) [24][500/1879] lr: 2.0000e-02 eta: 9:06:57 time: 0.5987 data_time: 0.0310 memory: 13712 grad_norm: 3.6234 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8119 loss: 1.8119 2022/08/11 02:35:34 - mmengine - INFO - Epoch(train) [24][520/1879] lr: 2.0000e-02 eta: 9:06:42 time: 0.5861 data_time: 0.0196 memory: 13712 grad_norm: 3.6805 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.9429 loss: 1.9429 2022/08/11 02:35:45 - mmengine - INFO - Epoch(train) [24][540/1879] lr: 2.0000e-02 eta: 9:06:28 time: 0.5797 data_time: 0.0158 memory: 13712 grad_norm: 3.7098 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.0721 loss: 2.0721 2022/08/11 02:36:00 - mmengine - INFO - Epoch(train) [24][560/1879] lr: 2.0000e-02 eta: 9:06:16 time: 0.7140 data_time: 0.0171 memory: 13712 grad_norm: 3.7873 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9927 loss: 1.9927 2022/08/11 02:36:11 - mmengine - INFO - Epoch(train) [24][580/1879] lr: 2.0000e-02 eta: 9:06:01 time: 0.5806 data_time: 0.0184 memory: 13712 grad_norm: 3.8117 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.0446 loss: 2.0446 2022/08/11 02:36:23 - mmengine - INFO - Epoch(train) [24][600/1879] lr: 2.0000e-02 eta: 9:05:46 time: 0.5799 data_time: 0.0173 memory: 13712 grad_norm: 3.6918 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7777 loss: 1.7777 2022/08/11 02:36:35 - mmengine - INFO - Epoch(train) [24][620/1879] lr: 2.0000e-02 eta: 9:05:32 time: 0.5875 data_time: 0.0176 memory: 13712 grad_norm: 3.6851 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.9828 loss: 1.9828 2022/08/11 02:36:46 - mmengine - INFO - Epoch(train) [24][640/1879] lr: 2.0000e-02 eta: 9:05:17 time: 0.5837 data_time: 0.0212 memory: 13712 grad_norm: 3.6713 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9272 loss: 1.9272 2022/08/11 02:36:58 - mmengine - INFO - Epoch(train) [24][660/1879] lr: 2.0000e-02 eta: 9:05:03 time: 0.5869 data_time: 0.0201 memory: 13712 grad_norm: 3.6374 top1_acc: 0.6875 top5_acc: 0.6875 loss_cls: 1.9778 loss: 1.9778 2022/08/11 02:37:09 - mmengine - INFO - Epoch(train) [24][680/1879] lr: 2.0000e-02 eta: 9:04:48 time: 0.5769 data_time: 0.0153 memory: 13712 grad_norm: 3.7160 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.8746 loss: 1.8746 2022/08/11 02:37:24 - mmengine - INFO - Epoch(train) [24][700/1879] lr: 2.0000e-02 eta: 9:04:37 time: 0.7466 data_time: 0.0167 memory: 13712 grad_norm: 3.6973 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.9738 loss: 1.9738 2022/08/11 02:37:38 - mmengine - INFO - Epoch(train) [24][720/1879] lr: 2.0000e-02 eta: 9:04:24 time: 0.6754 data_time: 0.0172 memory: 13712 grad_norm: 3.6116 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.8766 loss: 1.8766 2022/08/11 02:37:52 - mmengine - INFO - Epoch(train) [24][740/1879] lr: 2.0000e-02 eta: 9:04:13 time: 0.7143 data_time: 0.0197 memory: 13712 grad_norm: 3.7290 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.7990 loss: 1.7990 2022/08/11 02:38:05 - mmengine - INFO - Epoch(train) [24][760/1879] lr: 2.0000e-02 eta: 9:03:59 time: 0.6136 data_time: 0.0555 memory: 13712 grad_norm: 3.7513 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.0020 loss: 2.0020 2022/08/11 02:38:21 - mmengine - INFO - Epoch(train) [24][780/1879] lr: 2.0000e-02 eta: 9:03:49 time: 0.8104 data_time: 0.2490 memory: 13712 grad_norm: 3.8238 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.1272 loss: 2.1272 2022/08/11 02:38:26 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 02:38:35 - mmengine - INFO - Epoch(train) [24][800/1879] lr: 2.0000e-02 eta: 9:03:38 time: 0.7282 data_time: 0.1633 memory: 13712 grad_norm: 3.7061 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9313 loss: 1.9313 2022/08/11 02:38:48 - mmengine - INFO - Epoch(train) [24][820/1879] lr: 2.0000e-02 eta: 9:03:25 time: 0.6532 data_time: 0.0207 memory: 13712 grad_norm: 3.6719 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3825 loss: 2.3825 2022/08/11 02:39:09 - mmengine - INFO - Epoch(train) [24][840/1879] lr: 2.0000e-02 eta: 9:03:21 time: 1.0550 data_time: 0.2090 memory: 13712 grad_norm: 3.6882 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9174 loss: 1.9174 2022/08/11 02:39:24 - mmengine - INFO - Epoch(train) [24][860/1879] lr: 2.0000e-02 eta: 9:03:09 time: 0.7208 data_time: 0.0275 memory: 13712 grad_norm: 3.6400 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0208 loss: 2.0208 2022/08/11 02:39:39 - mmengine - INFO - Epoch(train) [24][880/1879] lr: 2.0000e-02 eta: 9:02:58 time: 0.7548 data_time: 0.1522 memory: 13712 grad_norm: 3.7183 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.9649 loss: 1.9649 2022/08/11 02:39:52 - mmengine - INFO - Epoch(train) [24][900/1879] lr: 2.0000e-02 eta: 9:02:45 time: 0.6353 data_time: 0.0159 memory: 13712 grad_norm: 3.6688 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.8745 loss: 1.8745 2022/08/11 02:40:03 - mmengine - INFO - Epoch(train) [24][920/1879] lr: 2.0000e-02 eta: 9:02:30 time: 0.5858 data_time: 0.0196 memory: 13712 grad_norm: 3.7158 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 2.0243 loss: 2.0243 2022/08/11 02:40:17 - mmengine - INFO - Epoch(train) [24][940/1879] lr: 2.0000e-02 eta: 9:02:18 time: 0.6991 data_time: 0.0277 memory: 13712 grad_norm: 3.6569 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 1.8610 loss: 1.8610 2022/08/11 02:40:29 - mmengine - INFO - Epoch(train) [24][960/1879] lr: 2.0000e-02 eta: 9:02:04 time: 0.5900 data_time: 0.0206 memory: 13712 grad_norm: 3.7322 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9418 loss: 1.9418 2022/08/11 02:40:44 - mmengine - INFO - Epoch(train) [24][980/1879] lr: 2.0000e-02 eta: 9:01:52 time: 0.7274 data_time: 0.0161 memory: 13712 grad_norm: 3.5895 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.9038 loss: 1.9038 2022/08/11 02:40:55 - mmengine - INFO - Epoch(train) [24][1000/1879] lr: 2.0000e-02 eta: 9:01:38 time: 0.5761 data_time: 0.0201 memory: 13712 grad_norm: 3.6744 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9082 loss: 1.9082 2022/08/11 02:41:07 - mmengine - INFO - Epoch(train) [24][1020/1879] lr: 2.0000e-02 eta: 9:01:23 time: 0.5878 data_time: 0.0181 memory: 13712 grad_norm: 3.7657 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.0805 loss: 2.0805 2022/08/11 02:41:19 - mmengine - INFO - Epoch(train) [24][1040/1879] lr: 2.0000e-02 eta: 9:01:09 time: 0.5911 data_time: 0.0183 memory: 13712 grad_norm: 3.7873 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.1673 loss: 2.1673 2022/08/11 02:41:30 - mmengine - INFO - Epoch(train) [24][1060/1879] lr: 2.0000e-02 eta: 9:00:54 time: 0.5771 data_time: 0.0179 memory: 13712 grad_norm: 3.7695 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 2.1665 loss: 2.1665 2022/08/11 02:41:42 - mmengine - INFO - Epoch(train) [24][1080/1879] lr: 2.0000e-02 eta: 9:00:39 time: 0.5828 data_time: 0.0191 memory: 13712 grad_norm: 3.7271 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.8945 loss: 1.8945 2022/08/11 02:41:54 - mmengine - INFO - Epoch(train) [24][1100/1879] lr: 2.0000e-02 eta: 9:00:25 time: 0.5812 data_time: 0.0185 memory: 13712 grad_norm: 3.6450 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 2.0640 loss: 2.0640 2022/08/11 02:42:13 - mmengine - INFO - Epoch(train) [24][1120/1879] lr: 2.0000e-02 eta: 9:00:18 time: 0.9674 data_time: 0.0268 memory: 13712 grad_norm: 3.6468 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.1985 loss: 2.1985 2022/08/11 02:42:27 - mmengine - INFO - Epoch(train) [24][1140/1879] lr: 2.0000e-02 eta: 9:00:06 time: 0.6902 data_time: 0.0309 memory: 13712 grad_norm: 3.6302 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.9958 loss: 1.9958 2022/08/11 02:42:38 - mmengine - INFO - Epoch(train) [24][1160/1879] lr: 2.0000e-02 eta: 8:59:52 time: 0.5799 data_time: 0.0180 memory: 13712 grad_norm: 3.7175 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8820 loss: 1.8820 2022/08/11 02:42:50 - mmengine - INFO - Epoch(train) [24][1180/1879] lr: 2.0000e-02 eta: 8:59:37 time: 0.5810 data_time: 0.0166 memory: 13712 grad_norm: 3.6830 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0572 loss: 2.0572 2022/08/11 02:43:02 - mmengine - INFO - Epoch(train) [24][1200/1879] lr: 2.0000e-02 eta: 8:59:22 time: 0.5822 data_time: 0.0195 memory: 13712 grad_norm: 3.7197 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0294 loss: 2.0294 2022/08/11 02:43:14 - mmengine - INFO - Epoch(train) [24][1220/1879] lr: 2.0000e-02 eta: 8:59:08 time: 0.5881 data_time: 0.0173 memory: 13712 grad_norm: 3.7122 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.9723 loss: 1.9723 2022/08/11 02:43:25 - mmengine - INFO - Epoch(train) [24][1240/1879] lr: 2.0000e-02 eta: 8:58:53 time: 0.5909 data_time: 0.0167 memory: 13712 grad_norm: 3.7258 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.9357 loss: 1.9357 2022/08/11 02:43:39 - mmengine - INFO - Epoch(train) [24][1260/1879] lr: 2.0000e-02 eta: 8:58:41 time: 0.6943 data_time: 0.0187 memory: 13712 grad_norm: 3.6111 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9827 loss: 1.9827 2022/08/11 02:43:51 - mmengine - INFO - Epoch(train) [24][1280/1879] lr: 2.0000e-02 eta: 8:58:26 time: 0.5763 data_time: 0.0165 memory: 13712 grad_norm: 3.8104 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 1.9564 loss: 1.9564 2022/08/11 02:44:02 - mmengine - INFO - Epoch(train) [24][1300/1879] lr: 2.0000e-02 eta: 8:58:12 time: 0.5781 data_time: 0.0195 memory: 13712 grad_norm: 3.7901 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.7913 loss: 1.7913 2022/08/11 02:44:16 - mmengine - INFO - Epoch(train) [24][1320/1879] lr: 2.0000e-02 eta: 8:57:59 time: 0.6592 data_time: 0.0907 memory: 13712 grad_norm: 3.7527 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 1.9314 loss: 1.9314 2022/08/11 02:44:29 - mmengine - INFO - Epoch(train) [24][1340/1879] lr: 2.0000e-02 eta: 8:57:46 time: 0.6531 data_time: 0.0874 memory: 13712 grad_norm: 3.6738 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.9491 loss: 1.9491 2022/08/11 02:44:40 - mmengine - INFO - Epoch(train) [24][1360/1879] lr: 2.0000e-02 eta: 8:57:31 time: 0.5867 data_time: 0.0284 memory: 13712 grad_norm: 3.6839 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7773 loss: 1.7773 2022/08/11 02:44:53 - mmengine - INFO - Epoch(train) [24][1380/1879] lr: 2.0000e-02 eta: 8:57:18 time: 0.6422 data_time: 0.0167 memory: 13712 grad_norm: 3.7314 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8937 loss: 1.8937 2022/08/11 02:45:05 - mmengine - INFO - Epoch(train) [24][1400/1879] lr: 2.0000e-02 eta: 8:57:03 time: 0.5898 data_time: 0.0181 memory: 13712 grad_norm: 3.7356 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.8021 loss: 1.8021 2022/08/11 02:45:23 - mmengine - INFO - Epoch(train) [24][1420/1879] lr: 2.0000e-02 eta: 8:56:56 time: 0.8963 data_time: 0.1674 memory: 13712 grad_norm: 3.6829 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.9737 loss: 1.9737 2022/08/11 02:45:35 - mmengine - INFO - Epoch(train) [24][1440/1879] lr: 2.0000e-02 eta: 8:56:41 time: 0.6079 data_time: 0.0466 memory: 13712 grad_norm: 3.6938 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.7813 loss: 1.7813 2022/08/11 02:45:47 - mmengine - INFO - Epoch(train) [24][1460/1879] lr: 2.0000e-02 eta: 8:56:28 time: 0.6139 data_time: 0.0460 memory: 13712 grad_norm: 3.7451 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.7680 loss: 1.7680 2022/08/11 02:45:59 - mmengine - INFO - Epoch(train) [24][1480/1879] lr: 2.0000e-02 eta: 8:56:13 time: 0.5786 data_time: 0.0180 memory: 13712 grad_norm: 3.8357 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1655 loss: 2.1655 2022/08/11 02:46:13 - mmengine - INFO - Epoch(train) [24][1500/1879] lr: 2.0000e-02 eta: 8:56:00 time: 0.6815 data_time: 0.1167 memory: 13712 grad_norm: 3.7730 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.9501 loss: 1.9501 2022/08/11 02:46:24 - mmengine - INFO - Epoch(train) [24][1520/1879] lr: 2.0000e-02 eta: 8:55:46 time: 0.5800 data_time: 0.0190 memory: 13712 grad_norm: 3.6074 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.9227 loss: 1.9227 2022/08/11 02:46:36 - mmengine - INFO - Epoch(train) [24][1540/1879] lr: 2.0000e-02 eta: 8:55:32 time: 0.6120 data_time: 0.0161 memory: 13712 grad_norm: 3.7338 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9872 loss: 1.9872 2022/08/11 02:46:53 - mmengine - INFO - Epoch(train) [24][1560/1879] lr: 2.0000e-02 eta: 8:55:22 time: 0.8278 data_time: 0.0176 memory: 13712 grad_norm: 3.7016 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0790 loss: 2.0790 2022/08/11 02:47:05 - mmengine - INFO - Epoch(train) [24][1580/1879] lr: 2.0000e-02 eta: 8:55:09 time: 0.6204 data_time: 0.0182 memory: 13712 grad_norm: 3.6872 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8617 loss: 1.8617 2022/08/11 02:47:17 - mmengine - INFO - Epoch(train) [24][1600/1879] lr: 2.0000e-02 eta: 8:54:54 time: 0.5804 data_time: 0.0176 memory: 13712 grad_norm: 3.6738 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9805 loss: 1.9805 2022/08/11 02:47:29 - mmengine - INFO - Epoch(train) [24][1620/1879] lr: 2.0000e-02 eta: 8:54:39 time: 0.5783 data_time: 0.0176 memory: 13712 grad_norm: 3.7106 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.9464 loss: 1.9464 2022/08/11 02:47:40 - mmengine - INFO - Epoch(train) [24][1640/1879] lr: 2.0000e-02 eta: 8:54:25 time: 0.5891 data_time: 0.0192 memory: 13712 grad_norm: 3.8719 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 1.9635 loss: 1.9635 2022/08/11 02:47:52 - mmengine - INFO - Epoch(train) [24][1660/1879] lr: 2.0000e-02 eta: 8:54:10 time: 0.5809 data_time: 0.0204 memory: 13712 grad_norm: 3.6991 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.8610 loss: 1.8610 2022/08/11 02:48:04 - mmengine - INFO - Epoch(train) [24][1680/1879] lr: 2.0000e-02 eta: 8:53:55 time: 0.5748 data_time: 0.0155 memory: 13712 grad_norm: 3.6553 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0655 loss: 2.0655 2022/08/11 02:48:15 - mmengine - INFO - Epoch(train) [24][1700/1879] lr: 2.0000e-02 eta: 8:53:41 time: 0.5808 data_time: 0.0171 memory: 13712 grad_norm: 3.7224 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9271 loss: 1.9271 2022/08/11 02:48:27 - mmengine - INFO - Epoch(train) [24][1720/1879] lr: 2.0000e-02 eta: 8:53:26 time: 0.5825 data_time: 0.0189 memory: 13712 grad_norm: 3.5972 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.7957 loss: 1.7957 2022/08/11 02:48:40 - mmengine - INFO - Epoch(train) [24][1740/1879] lr: 2.0000e-02 eta: 8:53:14 time: 0.6831 data_time: 0.0170 memory: 13712 grad_norm: 3.6551 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.1074 loss: 2.1074 2022/08/11 02:48:52 - mmengine - INFO - Epoch(train) [24][1760/1879] lr: 2.0000e-02 eta: 8:52:59 time: 0.5793 data_time: 0.0175 memory: 13712 grad_norm: 3.7416 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.9165 loss: 1.9165 2022/08/11 02:49:04 - mmengine - INFO - Epoch(train) [24][1780/1879] lr: 2.0000e-02 eta: 8:52:45 time: 0.5874 data_time: 0.0297 memory: 13712 grad_norm: 3.6557 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0739 loss: 2.0739 2022/08/11 02:49:06 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 02:49:19 - mmengine - INFO - Epoch(train) [24][1800/1879] lr: 2.0000e-02 eta: 8:52:34 time: 0.7513 data_time: 0.0177 memory: 13712 grad_norm: 3.7391 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 1.8803 loss: 1.8803 2022/08/11 02:49:32 - mmengine - INFO - Epoch(train) [24][1820/1879] lr: 2.0000e-02 eta: 8:52:20 time: 0.6374 data_time: 0.0188 memory: 13712 grad_norm: 3.7801 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.0108 loss: 2.0108 2022/08/11 02:49:44 - mmengine - INFO - Epoch(train) [24][1840/1879] lr: 2.0000e-02 eta: 8:52:06 time: 0.6087 data_time: 0.0491 memory: 13712 grad_norm: 3.7419 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.9904 loss: 1.9904 2022/08/11 02:49:55 - mmengine - INFO - Epoch(train) [24][1860/1879] lr: 2.0000e-02 eta: 8:51:52 time: 0.5790 data_time: 0.0172 memory: 13712 grad_norm: 3.7427 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.9683 loss: 1.9683 2022/08/11 02:50:07 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 02:50:07 - mmengine - INFO - Epoch(train) [24][1879/1879] lr: 2.0000e-02 eta: 8:51:52 time: 0.5880 data_time: 0.0165 memory: 13712 grad_norm: 3.7407 top1_acc: 0.5714 top5_acc: 0.7143 loss_cls: 1.8633 loss: 1.8633 2022/08/11 02:50:07 - mmengine - INFO - Saving checkpoint at 24 epochs 2022/08/11 02:51:29 - mmengine - INFO - Epoch(val) [24][20/155] eta: 0:09:02 time: 4.0204 data_time: 2.6441 memory: 14838 2022/08/11 02:52:30 - mmengine - INFO - Epoch(val) [24][40/155] eta: 0:05:55 time: 3.0905 data_time: 1.7134 memory: 14838 2022/08/11 02:53:37 - mmengine - INFO - Epoch(val) [24][60/155] eta: 0:05:16 time: 3.3302 data_time: 1.9618 memory: 14838 2022/08/11 02:54:34 - mmengine - INFO - Epoch(val) [24][80/155] eta: 0:03:34 time: 2.8622 data_time: 1.4927 memory: 14838 2022/08/11 02:55:44 - mmengine - INFO - Epoch(val) [24][100/155] eta: 0:03:11 time: 3.4888 data_time: 2.1154 memory: 14838 2022/08/11 02:56:45 - mmengine - INFO - Epoch(val) [24][120/155] eta: 0:01:47 time: 3.0750 data_time: 1.6995 memory: 14838 2022/08/11 02:58:00 - mmengine - INFO - Epoch(val) [24][140/155] eta: 0:00:56 time: 3.7363 data_time: 2.3644 memory: 14838 2022/08/11 02:58:55 - mmengine - INFO - Epoch(val) [24][155/155] acc/top1: 0.6221 acc/top5: 0.8492 acc/mean1: 0.6220 2022/08/11 02:59:13 - mmengine - INFO - Epoch(train) [25][20/1879] lr: 2.0000e-02 eta: 8:51:19 time: 0.9201 data_time: 0.1445 memory: 14838 grad_norm: 3.5592 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.7945 loss: 1.7945 2022/08/11 02:59:25 - mmengine - INFO - Epoch(train) [25][40/1879] lr: 2.0000e-02 eta: 8:51:04 time: 0.5872 data_time: 0.0198 memory: 13712 grad_norm: 3.5885 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 2.0255 loss: 2.0255 2022/08/11 02:59:37 - mmengine - INFO - Epoch(train) [25][60/1879] lr: 2.0000e-02 eta: 8:50:50 time: 0.5899 data_time: 0.0180 memory: 13712 grad_norm: 3.7537 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 1.8365 loss: 1.8365 2022/08/11 02:59:48 - mmengine - INFO - Epoch(train) [25][80/1879] lr: 2.0000e-02 eta: 8:50:35 time: 0.5812 data_time: 0.0166 memory: 13712 grad_norm: 3.7312 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0656 loss: 2.0656 2022/08/11 03:00:00 - mmengine - INFO - Epoch(train) [25][100/1879] lr: 2.0000e-02 eta: 8:50:21 time: 0.5969 data_time: 0.0187 memory: 13712 grad_norm: 3.6929 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.6966 loss: 1.6966 2022/08/11 03:00:13 - mmengine - INFO - Epoch(train) [25][120/1879] lr: 2.0000e-02 eta: 8:50:07 time: 0.6349 data_time: 0.0586 memory: 13712 grad_norm: 3.6982 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1031 loss: 2.1031 2022/08/11 03:00:27 - mmengine - INFO - Epoch(train) [25][140/1879] lr: 2.0000e-02 eta: 8:49:55 time: 0.6762 data_time: 0.0149 memory: 13712 grad_norm: 3.6550 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.7993 loss: 1.7993 2022/08/11 03:00:41 - mmengine - INFO - Epoch(train) [25][160/1879] lr: 2.0000e-02 eta: 8:49:43 time: 0.7187 data_time: 0.0179 memory: 13712 grad_norm: 3.7476 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9985 loss: 1.9985 2022/08/11 03:00:56 - mmengine - INFO - Epoch(train) [25][180/1879] lr: 2.0000e-02 eta: 8:49:32 time: 0.7266 data_time: 0.0257 memory: 13712 grad_norm: 3.6967 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9264 loss: 1.9264 2022/08/11 03:01:12 - mmengine - INFO - Epoch(train) [25][200/1879] lr: 2.0000e-02 eta: 8:49:22 time: 0.8112 data_time: 0.0203 memory: 13712 grad_norm: 3.7248 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7897 loss: 1.7897 2022/08/11 03:01:27 - mmengine - INFO - Epoch(train) [25][220/1879] lr: 2.0000e-02 eta: 8:49:11 time: 0.7482 data_time: 0.0715 memory: 13712 grad_norm: 3.7554 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8757 loss: 1.8757 2022/08/11 03:01:40 - mmengine - INFO - Epoch(train) [25][240/1879] lr: 2.0000e-02 eta: 8:48:58 time: 0.6555 data_time: 0.0133 memory: 13712 grad_norm: 3.7726 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.0574 loss: 2.0574 2022/08/11 03:01:52 - mmengine - INFO - Epoch(train) [25][260/1879] lr: 2.0000e-02 eta: 8:48:44 time: 0.5881 data_time: 0.0281 memory: 13712 grad_norm: 3.6954 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.8809 loss: 1.8809 2022/08/11 03:02:07 - mmengine - INFO - Epoch(train) [25][280/1879] lr: 2.0000e-02 eta: 8:48:33 time: 0.7653 data_time: 0.0195 memory: 13712 grad_norm: 3.6267 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8927 loss: 1.8927 2022/08/11 03:02:18 - mmengine - INFO - Epoch(train) [25][300/1879] lr: 2.0000e-02 eta: 8:48:18 time: 0.5746 data_time: 0.0201 memory: 13712 grad_norm: 3.8021 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9437 loss: 1.9437 2022/08/11 03:02:30 - mmengine - INFO - Epoch(train) [25][320/1879] lr: 2.0000e-02 eta: 8:48:04 time: 0.5865 data_time: 0.0150 memory: 13712 grad_norm: 3.7133 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 1.9338 loss: 1.9338 2022/08/11 03:02:42 - mmengine - INFO - Epoch(train) [25][340/1879] lr: 2.0000e-02 eta: 8:47:49 time: 0.5845 data_time: 0.0195 memory: 13712 grad_norm: 3.7257 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.9142 loss: 1.9142 2022/08/11 03:02:57 - mmengine - INFO - Epoch(train) [25][360/1879] lr: 2.0000e-02 eta: 8:47:39 time: 0.7755 data_time: 0.0169 memory: 13712 grad_norm: 3.6814 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9674 loss: 1.9674 2022/08/11 03:03:14 - mmengine - INFO - Epoch(train) [25][380/1879] lr: 2.0000e-02 eta: 8:47:29 time: 0.8115 data_time: 0.0171 memory: 13712 grad_norm: 3.6146 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0044 loss: 2.0044 2022/08/11 03:03:25 - mmengine - INFO - Epoch(train) [25][400/1879] lr: 2.0000e-02 eta: 8:47:15 time: 0.5912 data_time: 0.0210 memory: 13712 grad_norm: 3.7285 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.7764 loss: 1.7764 2022/08/11 03:03:38 - mmengine - INFO - Epoch(train) [25][420/1879] lr: 2.0000e-02 eta: 8:47:01 time: 0.6083 data_time: 0.0161 memory: 13712 grad_norm: 3.6725 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9234 loss: 1.9234 2022/08/11 03:03:49 - mmengine - INFO - Epoch(train) [25][440/1879] lr: 2.0000e-02 eta: 8:46:46 time: 0.5830 data_time: 0.0184 memory: 13712 grad_norm: 3.6751 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.9404 loss: 1.9404 2022/08/11 03:04:03 - mmengine - INFO - Epoch(train) [25][460/1879] lr: 2.0000e-02 eta: 8:46:33 time: 0.6601 data_time: 0.0176 memory: 13712 grad_norm: 3.6218 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.7925 loss: 1.7925 2022/08/11 03:04:15 - mmengine - INFO - Epoch(train) [25][480/1879] lr: 2.0000e-02 eta: 8:46:19 time: 0.6173 data_time: 0.0173 memory: 13712 grad_norm: 3.6736 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 2.0159 loss: 2.0159 2022/08/11 03:04:27 - mmengine - INFO - Epoch(train) [25][500/1879] lr: 2.0000e-02 eta: 8:46:05 time: 0.6009 data_time: 0.0411 memory: 13712 grad_norm: 3.6865 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9511 loss: 1.9511 2022/08/11 03:04:39 - mmengine - INFO - Epoch(train) [25][520/1879] lr: 2.0000e-02 eta: 8:45:52 time: 0.6186 data_time: 0.0524 memory: 13712 grad_norm: 3.7386 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.8266 loss: 1.8266 2022/08/11 03:04:51 - mmengine - INFO - Epoch(train) [25][540/1879] lr: 2.0000e-02 eta: 8:45:37 time: 0.5827 data_time: 0.0160 memory: 13712 grad_norm: 3.7331 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0321 loss: 2.0321 2022/08/11 03:05:03 - mmengine - INFO - Epoch(train) [25][560/1879] lr: 2.0000e-02 eta: 8:45:22 time: 0.5810 data_time: 0.0186 memory: 13712 grad_norm: 3.7644 top1_acc: 0.4375 top5_acc: 0.9375 loss_cls: 1.8754 loss: 1.8754 2022/08/11 03:05:15 - mmengine - INFO - Epoch(train) [25][580/1879] lr: 2.0000e-02 eta: 8:45:09 time: 0.6142 data_time: 0.0242 memory: 13712 grad_norm: 3.7462 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8853 loss: 1.8853 2022/08/11 03:05:29 - mmengine - INFO - Epoch(train) [25][600/1879] lr: 2.0000e-02 eta: 8:44:56 time: 0.6869 data_time: 0.0180 memory: 13712 grad_norm: 3.8129 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.1725 loss: 2.1725 2022/08/11 03:05:41 - mmengine - INFO - Epoch(train) [25][620/1879] lr: 2.0000e-02 eta: 8:44:42 time: 0.6179 data_time: 0.0183 memory: 13712 grad_norm: 3.6606 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8198 loss: 1.8198 2022/08/11 03:05:54 - mmengine - INFO - Epoch(train) [25][640/1879] lr: 2.0000e-02 eta: 8:44:29 time: 0.6519 data_time: 0.0168 memory: 13712 grad_norm: 3.7859 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8275 loss: 1.8275 2022/08/11 03:06:10 - mmengine - INFO - Epoch(train) [25][660/1879] lr: 2.0000e-02 eta: 8:44:20 time: 0.8101 data_time: 0.0190 memory: 13712 grad_norm: 3.6518 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.8284 loss: 1.8284 2022/08/11 03:06:22 - mmengine - INFO - Epoch(train) [25][680/1879] lr: 2.0000e-02 eta: 8:44:05 time: 0.5877 data_time: 0.0204 memory: 13712 grad_norm: 3.7243 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.9333 loss: 1.9333 2022/08/11 03:06:35 - mmengine - INFO - Epoch(train) [25][700/1879] lr: 2.0000e-02 eta: 8:43:52 time: 0.6594 data_time: 0.0192 memory: 13712 grad_norm: 3.7868 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9277 loss: 1.9277 2022/08/11 03:06:49 - mmengine - INFO - Epoch(train) [25][720/1879] lr: 2.0000e-02 eta: 8:43:40 time: 0.7041 data_time: 0.0203 memory: 13712 grad_norm: 3.7386 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9936 loss: 1.9936 2022/08/11 03:07:03 - mmengine - INFO - Epoch(train) [25][740/1879] lr: 2.0000e-02 eta: 8:43:28 time: 0.6894 data_time: 0.0192 memory: 13712 grad_norm: 3.7282 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.9975 loss: 1.9975 2022/08/11 03:07:15 - mmengine - INFO - Epoch(train) [25][760/1879] lr: 2.0000e-02 eta: 8:43:13 time: 0.5765 data_time: 0.0168 memory: 13712 grad_norm: 3.7811 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.9733 loss: 1.9733 2022/08/11 03:07:27 - mmengine - INFO - Epoch(train) [25][780/1879] lr: 2.0000e-02 eta: 8:42:59 time: 0.6122 data_time: 0.0222 memory: 13712 grad_norm: 3.7994 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.0240 loss: 2.0240 2022/08/11 03:07:39 - mmengine - INFO - Epoch(train) [25][800/1879] lr: 2.0000e-02 eta: 8:42:45 time: 0.5847 data_time: 0.0214 memory: 13712 grad_norm: 3.7684 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.0676 loss: 2.0676 2022/08/11 03:07:51 - mmengine - INFO - Epoch(train) [25][820/1879] lr: 2.0000e-02 eta: 8:42:31 time: 0.6140 data_time: 0.0190 memory: 13712 grad_norm: 3.7403 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8141 loss: 1.8141 2022/08/11 03:08:02 - mmengine - INFO - Epoch(train) [25][840/1879] lr: 2.0000e-02 eta: 8:42:16 time: 0.5784 data_time: 0.0176 memory: 13712 grad_norm: 3.6410 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7896 loss: 1.7896 2022/08/11 03:08:16 - mmengine - INFO - Epoch(train) [25][860/1879] lr: 2.0000e-02 eta: 8:42:04 time: 0.6847 data_time: 0.0379 memory: 13712 grad_norm: 3.6971 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9758 loss: 1.9758 2022/08/11 03:08:28 - mmengine - INFO - Epoch(train) [25][880/1879] lr: 2.0000e-02 eta: 8:41:50 time: 0.5829 data_time: 0.0217 memory: 13712 grad_norm: 3.6839 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 2.1423 loss: 2.1423 2022/08/11 03:08:41 - mmengine - INFO - Epoch(train) [25][900/1879] lr: 2.0000e-02 eta: 8:41:37 time: 0.6747 data_time: 0.0393 memory: 13712 grad_norm: 3.6271 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8381 loss: 1.8381 2022/08/11 03:08:44 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 03:08:54 - mmengine - INFO - Epoch(train) [25][920/1879] lr: 2.0000e-02 eta: 8:41:23 time: 0.6186 data_time: 0.0164 memory: 13712 grad_norm: 3.7916 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.9525 loss: 1.9525 2022/08/11 03:09:07 - mmengine - INFO - Epoch(train) [25][940/1879] lr: 2.0000e-02 eta: 8:41:11 time: 0.6680 data_time: 0.0183 memory: 13712 grad_norm: 3.7214 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.7656 loss: 1.7656 2022/08/11 03:09:19 - mmengine - INFO - Epoch(train) [25][960/1879] lr: 2.0000e-02 eta: 8:40:57 time: 0.6143 data_time: 0.0210 memory: 13712 grad_norm: 3.6024 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.9216 loss: 1.9216 2022/08/11 03:09:33 - mmengine - INFO - Epoch(train) [25][980/1879] lr: 2.0000e-02 eta: 8:40:44 time: 0.6847 data_time: 0.0160 memory: 13712 grad_norm: 3.7817 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7873 loss: 1.7873 2022/08/11 03:09:45 - mmengine - INFO - Epoch(train) [25][1000/1879] lr: 2.0000e-02 eta: 8:40:30 time: 0.5799 data_time: 0.0174 memory: 13712 grad_norm: 3.7303 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.1389 loss: 2.1389 2022/08/11 03:10:01 - mmengine - INFO - Epoch(train) [25][1020/1879] lr: 2.0000e-02 eta: 8:40:20 time: 0.8077 data_time: 0.0166 memory: 13712 grad_norm: 3.7035 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.0055 loss: 2.0055 2022/08/11 03:10:12 - mmengine - INFO - Epoch(train) [25][1040/1879] lr: 2.0000e-02 eta: 8:40:05 time: 0.5850 data_time: 0.0194 memory: 13712 grad_norm: 3.6741 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 1.9513 loss: 1.9513 2022/08/11 03:10:25 - mmengine - INFO - Epoch(train) [25][1060/1879] lr: 2.0000e-02 eta: 8:39:52 time: 0.6504 data_time: 0.0845 memory: 13712 grad_norm: 3.7013 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.8594 loss: 1.8594 2022/08/11 03:10:43 - mmengine - INFO - Epoch(train) [25][1080/1879] lr: 2.0000e-02 eta: 8:39:44 time: 0.8576 data_time: 0.2935 memory: 13712 grad_norm: 3.7536 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.9516 loss: 1.9516 2022/08/11 03:10:54 - mmengine - INFO - Epoch(train) [25][1100/1879] lr: 2.0000e-02 eta: 8:39:29 time: 0.5803 data_time: 0.0167 memory: 13712 grad_norm: 3.7569 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9047 loss: 1.9047 2022/08/11 03:11:07 - mmengine - INFO - Epoch(train) [25][1120/1879] lr: 2.0000e-02 eta: 8:39:15 time: 0.6229 data_time: 0.0168 memory: 13712 grad_norm: 3.7463 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.7975 loss: 1.7975 2022/08/11 03:11:18 - mmengine - INFO - Epoch(train) [25][1140/1879] lr: 2.0000e-02 eta: 8:39:01 time: 0.5841 data_time: 0.0175 memory: 13712 grad_norm: 3.5963 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.0600 loss: 2.0600 2022/08/11 03:11:30 - mmengine - INFO - Epoch(train) [25][1160/1879] lr: 2.0000e-02 eta: 8:38:46 time: 0.5837 data_time: 0.0199 memory: 13712 grad_norm: 3.6576 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9293 loss: 1.9293 2022/08/11 03:11:50 - mmengine - INFO - Epoch(train) [25][1180/1879] lr: 2.0000e-02 eta: 8:38:41 time: 1.0119 data_time: 0.0158 memory: 13712 grad_norm: 3.6686 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.9818 loss: 1.9818 2022/08/11 03:12:02 - mmengine - INFO - Epoch(train) [25][1200/1879] lr: 2.0000e-02 eta: 8:38:27 time: 0.6075 data_time: 0.0229 memory: 13712 grad_norm: 3.6349 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6973 loss: 1.6973 2022/08/11 03:12:17 - mmengine - INFO - Epoch(train) [25][1220/1879] lr: 2.0000e-02 eta: 8:38:15 time: 0.7212 data_time: 0.1594 memory: 13712 grad_norm: 3.7008 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.8623 loss: 1.8623 2022/08/11 03:12:29 - mmengine - INFO - Epoch(train) [25][1240/1879] lr: 2.0000e-02 eta: 8:38:01 time: 0.5804 data_time: 0.0167 memory: 13712 grad_norm: 3.6063 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0931 loss: 2.0931 2022/08/11 03:12:42 - mmengine - INFO - Epoch(train) [25][1260/1879] lr: 2.0000e-02 eta: 8:37:47 time: 0.6494 data_time: 0.0684 memory: 13712 grad_norm: 3.6749 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.9110 loss: 1.9110 2022/08/11 03:12:53 - mmengine - INFO - Epoch(train) [25][1280/1879] lr: 2.0000e-02 eta: 8:37:33 time: 0.5878 data_time: 0.0149 memory: 13712 grad_norm: 3.6971 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9188 loss: 1.9188 2022/08/11 03:13:06 - mmengine - INFO - Epoch(train) [25][1300/1879] lr: 2.0000e-02 eta: 8:37:19 time: 0.6145 data_time: 0.0195 memory: 13712 grad_norm: 3.8130 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.2003 loss: 2.2003 2022/08/11 03:13:17 - mmengine - INFO - Epoch(train) [25][1320/1879] lr: 2.0000e-02 eta: 8:37:05 time: 0.5802 data_time: 0.0170 memory: 13712 grad_norm: 3.6506 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.8776 loss: 1.8776 2022/08/11 03:13:35 - mmengine - INFO - Epoch(train) [25][1340/1879] lr: 2.0000e-02 eta: 8:36:57 time: 0.9006 data_time: 0.2970 memory: 13712 grad_norm: 3.7305 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.0024 loss: 2.0024 2022/08/11 03:13:47 - mmengine - INFO - Epoch(train) [25][1360/1879] lr: 2.0000e-02 eta: 8:36:43 time: 0.6077 data_time: 0.0181 memory: 13712 grad_norm: 3.7709 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.0439 loss: 2.0439 2022/08/11 03:14:02 - mmengine - INFO - Epoch(train) [25][1380/1879] lr: 2.0000e-02 eta: 8:36:31 time: 0.7206 data_time: 0.0151 memory: 13712 grad_norm: 3.6441 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9330 loss: 1.9330 2022/08/11 03:14:14 - mmengine - INFO - Epoch(train) [25][1400/1879] lr: 2.0000e-02 eta: 8:36:17 time: 0.5978 data_time: 0.0193 memory: 13712 grad_norm: 3.7169 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.1130 loss: 2.1130 2022/08/11 03:14:27 - mmengine - INFO - Epoch(train) [25][1420/1879] lr: 2.0000e-02 eta: 8:36:04 time: 0.6619 data_time: 0.0184 memory: 13712 grad_norm: 3.6860 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.8966 loss: 1.8966 2022/08/11 03:14:39 - mmengine - INFO - Epoch(train) [25][1440/1879] lr: 2.0000e-02 eta: 8:35:50 time: 0.6118 data_time: 0.0189 memory: 13712 grad_norm: 3.6692 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9628 loss: 1.9628 2022/08/11 03:14:53 - mmengine - INFO - Epoch(train) [25][1460/1879] lr: 2.0000e-02 eta: 8:35:38 time: 0.7103 data_time: 0.0183 memory: 13712 grad_norm: 3.7157 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8275 loss: 1.8275 2022/08/11 03:15:05 - mmengine - INFO - Epoch(train) [25][1480/1879] lr: 2.0000e-02 eta: 8:35:24 time: 0.5803 data_time: 0.0188 memory: 13712 grad_norm: 3.8123 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 1.8480 loss: 1.8480 2022/08/11 03:15:21 - mmengine - INFO - Epoch(train) [25][1500/1879] lr: 2.0000e-02 eta: 8:35:14 time: 0.8169 data_time: 0.0470 memory: 13712 grad_norm: 3.6799 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8623 loss: 1.8623 2022/08/11 03:15:43 - mmengine - INFO - Epoch(train) [25][1520/1879] lr: 2.0000e-02 eta: 8:35:10 time: 1.0954 data_time: 0.0324 memory: 13712 grad_norm: 3.5911 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 1.8833 loss: 1.8833 2022/08/11 03:15:55 - mmengine - INFO - Epoch(train) [25][1540/1879] lr: 2.0000e-02 eta: 8:34:55 time: 0.5851 data_time: 0.0177 memory: 13712 grad_norm: 3.6485 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.7578 loss: 1.7578 2022/08/11 03:16:07 - mmengine - INFO - Epoch(train) [25][1560/1879] lr: 2.0000e-02 eta: 8:34:41 time: 0.5860 data_time: 0.0179 memory: 13712 grad_norm: 3.7030 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.2053 loss: 2.2053 2022/08/11 03:16:19 - mmengine - INFO - Epoch(train) [25][1580/1879] lr: 2.0000e-02 eta: 8:34:27 time: 0.6129 data_time: 0.0190 memory: 13712 grad_norm: 3.7809 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7760 loss: 1.7760 2022/08/11 03:16:35 - mmengine - INFO - Epoch(train) [25][1600/1879] lr: 2.0000e-02 eta: 8:34:17 time: 0.8096 data_time: 0.0167 memory: 13712 grad_norm: 3.7678 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8589 loss: 1.8589 2022/08/11 03:16:52 - mmengine - INFO - Epoch(train) [25][1620/1879] lr: 2.0000e-02 eta: 8:34:08 time: 0.8251 data_time: 0.0182 memory: 13712 grad_norm: 3.7753 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.0310 loss: 2.0310 2022/08/11 03:17:05 - mmengine - INFO - Epoch(train) [25][1640/1879] lr: 2.0000e-02 eta: 8:33:55 time: 0.6889 data_time: 0.0196 memory: 13712 grad_norm: 3.8485 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9788 loss: 1.9788 2022/08/11 03:17:18 - mmengine - INFO - Epoch(train) [25][1660/1879] lr: 2.0000e-02 eta: 8:33:42 time: 0.6227 data_time: 0.0593 memory: 13712 grad_norm: 3.7556 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.1410 loss: 2.1410 2022/08/11 03:17:30 - mmengine - INFO - Epoch(train) [25][1680/1879] lr: 2.0000e-02 eta: 8:33:27 time: 0.5891 data_time: 0.0163 memory: 13712 grad_norm: 3.6668 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.2345 loss: 2.2345 2022/08/11 03:17:45 - mmengine - INFO - Epoch(train) [25][1700/1879] lr: 2.0000e-02 eta: 8:33:16 time: 0.7632 data_time: 0.0938 memory: 13712 grad_norm: 3.5819 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.7860 loss: 1.7860 2022/08/11 03:18:02 - mmengine - INFO - Epoch(train) [25][1720/1879] lr: 2.0000e-02 eta: 8:33:07 time: 0.8358 data_time: 0.0399 memory: 13712 grad_norm: 3.7052 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8844 loss: 1.8844 2022/08/11 03:18:22 - mmengine - INFO - Epoch(train) [25][1740/1879] lr: 2.0000e-02 eta: 8:33:01 time: 0.9985 data_time: 0.0222 memory: 13712 grad_norm: 3.6730 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 2.1300 loss: 2.1300 2022/08/11 03:18:33 - mmengine - INFO - Epoch(train) [25][1760/1879] lr: 2.0000e-02 eta: 8:32:46 time: 0.5796 data_time: 0.0166 memory: 13712 grad_norm: 3.5814 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0174 loss: 2.0174 2022/08/11 03:18:50 - mmengine - INFO - Epoch(train) [25][1780/1879] lr: 2.0000e-02 eta: 8:32:37 time: 0.8138 data_time: 0.0175 memory: 13712 grad_norm: 3.6888 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0286 loss: 2.0286 2022/08/11 03:19:08 - mmengine - INFO - Epoch(train) [25][1800/1879] lr: 2.0000e-02 eta: 8:32:29 time: 0.9078 data_time: 0.0199 memory: 13712 grad_norm: 3.8767 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9744 loss: 1.9744 2022/08/11 03:19:19 - mmengine - INFO - Epoch(train) [25][1820/1879] lr: 2.0000e-02 eta: 8:32:14 time: 0.5850 data_time: 0.0172 memory: 13712 grad_norm: 3.6670 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.8961 loss: 1.8961 2022/08/11 03:19:34 - mmengine - INFO - Epoch(train) [25][1840/1879] lr: 2.0000e-02 eta: 8:32:02 time: 0.7110 data_time: 0.0914 memory: 13712 grad_norm: 3.6616 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9752 loss: 1.9752 2022/08/11 03:19:47 - mmengine - INFO - Epoch(train) [25][1860/1879] lr: 2.0000e-02 eta: 8:31:49 time: 0.6683 data_time: 0.0159 memory: 13712 grad_norm: 3.6866 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9892 loss: 1.9892 2022/08/11 03:20:05 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 03:20:05 - mmengine - INFO - Epoch(train) [25][1879/1879] lr: 2.0000e-02 eta: 8:31:49 time: 0.9513 data_time: 0.0173 memory: 13712 grad_norm: 3.7865 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 1.9934 loss: 1.9934 2022/08/11 03:21:28 - mmengine - INFO - Epoch(val) [25][20/155] eta: 0:09:14 time: 4.1096 data_time: 2.7323 memory: 14838 2022/08/11 03:22:30 - mmengine - INFO - Epoch(val) [25][40/155] eta: 0:05:56 time: 3.1039 data_time: 1.7278 memory: 14838 2022/08/11 03:23:35 - mmengine - INFO - Epoch(val) [25][60/155] eta: 0:05:11 time: 3.2769 data_time: 1.9036 memory: 14838 2022/08/11 03:24:43 - mmengine - INFO - Epoch(val) [25][80/155] eta: 0:04:12 time: 3.3717 data_time: 1.9989 memory: 14838 2022/08/11 03:25:51 - mmengine - INFO - Epoch(val) [25][100/155] eta: 0:03:07 time: 3.4035 data_time: 1.9410 memory: 14838 2022/08/11 03:26:56 - mmengine - INFO - Epoch(val) [25][120/155] eta: 0:01:54 time: 3.2710 data_time: 1.9010 memory: 14838 2022/08/11 03:28:00 - mmengine - INFO - Epoch(val) [25][140/155] eta: 0:00:47 time: 3.1645 data_time: 1.7919 memory: 14838 2022/08/11 03:28:57 - mmengine - INFO - Epoch(val) [25][155/155] acc/top1: 0.6183 acc/top5: 0.8437 acc/mean1: 0.6183 2022/08/11 03:29:18 - mmengine - INFO - Epoch(train) [26][20/1879] lr: 2.0000e-03 eta: 8:31:20 time: 1.0645 data_time: 0.2329 memory: 14838 grad_norm: 3.5319 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.7960 loss: 1.7960 2022/08/11 03:29:21 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 03:29:35 - mmengine - INFO - Epoch(train) [26][40/1879] lr: 2.0000e-03 eta: 8:31:10 time: 0.8417 data_time: 0.0166 memory: 13712 grad_norm: 3.5320 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.8811 loss: 1.8811 2022/08/11 03:30:00 - mmengine - INFO - Epoch(train) [26][60/1879] lr: 2.0000e-03 eta: 8:31:09 time: 1.2176 data_time: 0.0189 memory: 13712 grad_norm: 3.4444 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8982 loss: 1.8982 2022/08/11 03:30:13 - mmengine - INFO - Epoch(train) [26][80/1879] lr: 2.0000e-03 eta: 8:30:56 time: 0.6790 data_time: 0.0181 memory: 13712 grad_norm: 3.5619 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0616 loss: 2.0616 2022/08/11 03:30:27 - mmengine - INFO - Epoch(train) [26][100/1879] lr: 2.0000e-03 eta: 8:30:43 time: 0.6724 data_time: 0.0245 memory: 13712 grad_norm: 3.4971 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.6529 loss: 1.6529 2022/08/11 03:30:42 - mmengine - INFO - Epoch(train) [26][120/1879] lr: 2.0000e-03 eta: 8:30:32 time: 0.7498 data_time: 0.0180 memory: 13712 grad_norm: 3.4246 top1_acc: 0.5625 top5_acc: 1.0000 loss_cls: 1.7532 loss: 1.7532 2022/08/11 03:30:55 - mmengine - INFO - Epoch(train) [26][140/1879] lr: 2.0000e-03 eta: 8:30:19 time: 0.6547 data_time: 0.0172 memory: 13712 grad_norm: 3.4796 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 1.8652 loss: 1.8652 2022/08/11 03:31:11 - mmengine - INFO - Epoch(train) [26][160/1879] lr: 2.0000e-03 eta: 8:30:09 time: 0.8228 data_time: 0.0188 memory: 13712 grad_norm: 3.3878 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5003 loss: 1.5003 2022/08/11 03:31:28 - mmengine - INFO - Epoch(train) [26][180/1879] lr: 2.0000e-03 eta: 8:30:00 time: 0.8189 data_time: 0.0205 memory: 13712 grad_norm: 3.3951 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8014 loss: 1.8014 2022/08/11 03:31:47 - mmengine - INFO - Epoch(train) [26][200/1879] lr: 2.0000e-03 eta: 8:29:53 time: 0.9764 data_time: 0.0155 memory: 13712 grad_norm: 3.4311 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.6691 loss: 1.6691 2022/08/11 03:32:02 - mmengine - INFO - Epoch(train) [26][220/1879] lr: 2.0000e-03 eta: 8:29:42 time: 0.7397 data_time: 0.0187 memory: 13712 grad_norm: 3.4979 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.6926 loss: 1.6926 2022/08/11 03:32:22 - mmengine - INFO - Epoch(train) [26][240/1879] lr: 2.0000e-03 eta: 8:29:35 time: 0.9911 data_time: 0.0170 memory: 13712 grad_norm: 3.3293 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.5548 loss: 1.5548 2022/08/11 03:32:41 - mmengine - INFO - Epoch(train) [26][260/1879] lr: 2.0000e-03 eta: 8:29:28 time: 0.9481 data_time: 0.0185 memory: 13712 grad_norm: 3.4668 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6476 loss: 1.6476 2022/08/11 03:32:59 - mmengine - INFO - Epoch(train) [26][280/1879] lr: 2.0000e-03 eta: 8:29:20 time: 0.9276 data_time: 0.0177 memory: 13712 grad_norm: 3.4824 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6920 loss: 1.6920 2022/08/11 03:33:11 - mmengine - INFO - Epoch(train) [26][300/1879] lr: 2.0000e-03 eta: 8:29:06 time: 0.5979 data_time: 0.0183 memory: 13712 grad_norm: 3.4453 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5840 loss: 1.5840 2022/08/11 03:33:31 - mmengine - INFO - Epoch(train) [26][320/1879] lr: 2.0000e-03 eta: 8:29:00 time: 0.9900 data_time: 0.0168 memory: 13712 grad_norm: 3.5753 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.6975 loss: 1.6975 2022/08/11 03:33:44 - mmengine - INFO - Epoch(train) [26][340/1879] lr: 2.0000e-03 eta: 8:28:46 time: 0.6508 data_time: 0.0195 memory: 13712 grad_norm: 3.5235 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8130 loss: 1.8130 2022/08/11 03:33:57 - mmengine - INFO - Epoch(train) [26][360/1879] lr: 2.0000e-03 eta: 8:28:33 time: 0.6585 data_time: 0.0176 memory: 13712 grad_norm: 3.5116 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6738 loss: 1.6738 2022/08/11 03:34:10 - mmengine - INFO - Epoch(train) [26][380/1879] lr: 2.0000e-03 eta: 8:28:20 time: 0.6318 data_time: 0.0175 memory: 13712 grad_norm: 3.5381 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.6131 loss: 1.6131 2022/08/11 03:34:22 - mmengine - INFO - Epoch(train) [26][400/1879] lr: 2.0000e-03 eta: 8:28:05 time: 0.5885 data_time: 0.0184 memory: 13712 grad_norm: 3.5124 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.6759 loss: 1.6759 2022/08/11 03:34:35 - mmengine - INFO - Epoch(train) [26][420/1879] lr: 2.0000e-03 eta: 8:27:52 time: 0.6446 data_time: 0.0194 memory: 13712 grad_norm: 3.4439 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.6069 loss: 1.6069 2022/08/11 03:34:47 - mmengine - INFO - Epoch(train) [26][440/1879] lr: 2.0000e-03 eta: 8:27:39 time: 0.6317 data_time: 0.0170 memory: 13712 grad_norm: 3.4523 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.7028 loss: 1.7028 2022/08/11 03:34:59 - mmengine - INFO - Epoch(train) [26][460/1879] lr: 2.0000e-03 eta: 8:27:24 time: 0.5816 data_time: 0.0218 memory: 13712 grad_norm: 3.5017 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 1.5243 loss: 1.5243 2022/08/11 03:35:11 - mmengine - INFO - Epoch(train) [26][480/1879] lr: 2.0000e-03 eta: 8:27:10 time: 0.5888 data_time: 0.0180 memory: 13712 grad_norm: 3.4958 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 1.6381 loss: 1.6381 2022/08/11 03:35:22 - mmengine - INFO - Epoch(train) [26][500/1879] lr: 2.0000e-03 eta: 8:26:55 time: 0.5877 data_time: 0.0178 memory: 13712 grad_norm: 3.5002 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.6533 loss: 1.6533 2022/08/11 03:35:39 - mmengine - INFO - Epoch(train) [26][520/1879] lr: 2.0000e-03 eta: 8:26:46 time: 0.8312 data_time: 0.0171 memory: 13712 grad_norm: 3.4712 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.7396 loss: 1.7396 2022/08/11 03:35:51 - mmengine - INFO - Epoch(train) [26][540/1879] lr: 2.0000e-03 eta: 8:26:31 time: 0.5825 data_time: 0.0187 memory: 13712 grad_norm: 3.6426 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4963 loss: 1.4963 2022/08/11 03:36:05 - mmengine - INFO - Epoch(train) [26][560/1879] lr: 2.0000e-03 eta: 8:26:19 time: 0.7074 data_time: 0.0180 memory: 13712 grad_norm: 3.5562 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7183 loss: 1.7183 2022/08/11 03:36:21 - mmengine - INFO - Epoch(train) [26][580/1879] lr: 2.0000e-03 eta: 8:26:09 time: 0.8047 data_time: 0.0167 memory: 13712 grad_norm: 3.4726 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5649 loss: 1.5649 2022/08/11 03:36:35 - mmengine - INFO - Epoch(train) [26][600/1879] lr: 2.0000e-03 eta: 8:25:57 time: 0.6889 data_time: 0.0201 memory: 13712 grad_norm: 3.4810 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.6723 loss: 1.6723 2022/08/11 03:36:51 - mmengine - INFO - Epoch(train) [26][620/1879] lr: 2.0000e-03 eta: 8:25:47 time: 0.8149 data_time: 0.0170 memory: 13712 grad_norm: 3.5565 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.4847 loss: 1.4847 2022/08/11 03:37:07 - mmengine - INFO - Epoch(train) [26][640/1879] lr: 2.0000e-03 eta: 8:25:36 time: 0.7907 data_time: 0.0184 memory: 13712 grad_norm: 3.5936 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.5911 loss: 1.5911 2022/08/11 03:37:23 - mmengine - INFO - Epoch(train) [26][660/1879] lr: 2.0000e-03 eta: 8:25:26 time: 0.8172 data_time: 0.0181 memory: 13712 grad_norm: 3.5602 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 1.5567 loss: 1.5567 2022/08/11 03:37:39 - mmengine - INFO - Epoch(train) [26][680/1879] lr: 2.0000e-03 eta: 8:25:16 time: 0.7887 data_time: 0.0184 memory: 13712 grad_norm: 3.6587 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6116 loss: 1.6116 2022/08/11 03:37:53 - mmengine - INFO - Epoch(train) [26][700/1879] lr: 2.0000e-03 eta: 8:25:03 time: 0.6692 data_time: 0.0203 memory: 13712 grad_norm: 3.6137 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8218 loss: 1.8218 2022/08/11 03:38:06 - mmengine - INFO - Epoch(train) [26][720/1879] lr: 2.0000e-03 eta: 8:24:50 time: 0.6703 data_time: 0.0235 memory: 13712 grad_norm: 3.5613 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.7161 loss: 1.7161 2022/08/11 03:38:19 - mmengine - INFO - Epoch(train) [26][740/1879] lr: 2.0000e-03 eta: 8:24:37 time: 0.6345 data_time: 0.0178 memory: 13712 grad_norm: 3.6107 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.8347 loss: 1.8347 2022/08/11 03:38:37 - mmengine - INFO - Epoch(train) [26][760/1879] lr: 2.0000e-03 eta: 8:24:29 time: 0.9377 data_time: 0.0178 memory: 13712 grad_norm: 3.5552 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6084 loss: 1.6084 2022/08/11 03:38:52 - mmengine - INFO - Epoch(train) [26][780/1879] lr: 2.0000e-03 eta: 8:24:17 time: 0.7322 data_time: 0.0195 memory: 13712 grad_norm: 3.5508 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.5853 loss: 1.5853 2022/08/11 03:39:05 - mmengine - INFO - Epoch(train) [26][800/1879] lr: 2.0000e-03 eta: 8:24:04 time: 0.6490 data_time: 0.0180 memory: 13712 grad_norm: 3.5089 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.4795 loss: 1.4795 2022/08/11 03:39:22 - mmengine - INFO - Epoch(train) [26][820/1879] lr: 2.0000e-03 eta: 8:23:55 time: 0.8684 data_time: 0.0167 memory: 13712 grad_norm: 3.5771 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 1.7313 loss: 1.7313 2022/08/11 03:39:37 - mmengine - INFO - Epoch(train) [26][840/1879] lr: 2.0000e-03 eta: 8:23:43 time: 0.7187 data_time: 0.0180 memory: 13712 grad_norm: 3.6090 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5936 loss: 1.5936 2022/08/11 03:39:48 - mmengine - INFO - Epoch(train) [26][860/1879] lr: 2.0000e-03 eta: 8:23:29 time: 0.5774 data_time: 0.0173 memory: 13712 grad_norm: 3.5908 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3569 loss: 1.3569 2022/08/11 03:40:01 - mmengine - INFO - Epoch(train) [26][880/1879] lr: 2.0000e-03 eta: 8:23:16 time: 0.6594 data_time: 0.0191 memory: 13712 grad_norm: 3.6562 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6264 loss: 1.6264 2022/08/11 03:40:13 - mmengine - INFO - Epoch(train) [26][900/1879] lr: 2.0000e-03 eta: 8:23:01 time: 0.5938 data_time: 0.0183 memory: 13712 grad_norm: 3.5708 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6177 loss: 1.6177 2022/08/11 03:40:26 - mmengine - INFO - Epoch(train) [26][920/1879] lr: 2.0000e-03 eta: 8:22:48 time: 0.6378 data_time: 0.0175 memory: 13712 grad_norm: 3.6094 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.7002 loss: 1.7002 2022/08/11 03:40:38 - mmengine - INFO - Epoch(train) [26][940/1879] lr: 2.0000e-03 eta: 8:22:34 time: 0.6057 data_time: 0.0177 memory: 13712 grad_norm: 3.6383 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5485 loss: 1.5485 2022/08/11 03:40:55 - mmengine - INFO - Epoch(train) [26][960/1879] lr: 2.0000e-03 eta: 8:22:24 time: 0.8152 data_time: 0.0182 memory: 13712 grad_norm: 3.6376 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5582 loss: 1.5582 2022/08/11 03:41:07 - mmengine - INFO - Epoch(train) [26][980/1879] lr: 2.0000e-03 eta: 8:22:11 time: 0.6454 data_time: 0.0192 memory: 13712 grad_norm: 3.6233 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.7405 loss: 1.7405 2022/08/11 03:41:19 - mmengine - INFO - Epoch(train) [26][1000/1879] lr: 2.0000e-03 eta: 8:21:56 time: 0.5800 data_time: 0.0175 memory: 13712 grad_norm: 3.6147 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.5403 loss: 1.5403 2022/08/11 03:41:34 - mmengine - INFO - Epoch(train) [26][1020/1879] lr: 2.0000e-03 eta: 8:21:45 time: 0.7420 data_time: 0.0173 memory: 13712 grad_norm: 3.5428 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.6354 loss: 1.6354 2022/08/11 03:41:37 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 03:41:46 - mmengine - INFO - Epoch(train) [26][1040/1879] lr: 2.0000e-03 eta: 8:21:31 time: 0.6169 data_time: 0.0189 memory: 13712 grad_norm: 3.7001 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5952 loss: 1.5952 2022/08/11 03:42:00 - mmengine - INFO - Epoch(train) [26][1060/1879] lr: 2.0000e-03 eta: 8:21:19 time: 0.6983 data_time: 0.0173 memory: 13712 grad_norm: 3.5057 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4258 loss: 1.4258 2022/08/11 03:42:18 - mmengine - INFO - Epoch(train) [26][1080/1879] lr: 2.0000e-03 eta: 8:21:09 time: 0.8693 data_time: 0.0193 memory: 13712 grad_norm: 3.5812 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4299 loss: 1.4299 2022/08/11 03:42:29 - mmengine - INFO - Epoch(train) [26][1100/1879] lr: 2.0000e-03 eta: 8:20:55 time: 0.5891 data_time: 0.0251 memory: 13712 grad_norm: 3.6711 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4892 loss: 1.4892 2022/08/11 03:42:41 - mmengine - INFO - Epoch(train) [26][1120/1879] lr: 2.0000e-03 eta: 8:20:41 time: 0.5766 data_time: 0.0184 memory: 13712 grad_norm: 3.5626 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.6183 loss: 1.6183 2022/08/11 03:42:52 - mmengine - INFO - Epoch(train) [26][1140/1879] lr: 2.0000e-03 eta: 8:20:26 time: 0.5769 data_time: 0.0192 memory: 13712 grad_norm: 3.6055 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.6453 loss: 1.6453 2022/08/11 03:43:04 - mmengine - INFO - Epoch(train) [26][1160/1879] lr: 2.0000e-03 eta: 8:20:11 time: 0.5766 data_time: 0.0180 memory: 13712 grad_norm: 3.6470 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.6481 loss: 1.6481 2022/08/11 03:43:16 - mmengine - INFO - Epoch(train) [26][1180/1879] lr: 2.0000e-03 eta: 8:19:57 time: 0.5857 data_time: 0.0176 memory: 13712 grad_norm: 3.5807 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5664 loss: 1.5664 2022/08/11 03:43:27 - mmengine - INFO - Epoch(train) [26][1200/1879] lr: 2.0000e-03 eta: 8:19:42 time: 0.5759 data_time: 0.0188 memory: 13712 grad_norm: 3.6964 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5928 loss: 1.5928 2022/08/11 03:43:39 - mmengine - INFO - Epoch(train) [26][1220/1879] lr: 2.0000e-03 eta: 8:19:28 time: 0.5754 data_time: 0.0173 memory: 13712 grad_norm: 3.6975 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6263 loss: 1.6263 2022/08/11 03:43:50 - mmengine - INFO - Epoch(train) [26][1240/1879] lr: 2.0000e-03 eta: 8:19:13 time: 0.5773 data_time: 0.0177 memory: 13712 grad_norm: 3.6368 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6046 loss: 1.6046 2022/08/11 03:44:02 - mmengine - INFO - Epoch(train) [26][1260/1879] lr: 2.0000e-03 eta: 8:18:59 time: 0.5754 data_time: 0.0183 memory: 13712 grad_norm: 3.6225 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6370 loss: 1.6370 2022/08/11 03:44:13 - mmengine - INFO - Epoch(train) [26][1280/1879] lr: 2.0000e-03 eta: 8:18:44 time: 0.5726 data_time: 0.0178 memory: 13712 grad_norm: 3.6401 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.5470 loss: 1.5470 2022/08/11 03:44:25 - mmengine - INFO - Epoch(train) [26][1300/1879] lr: 2.0000e-03 eta: 8:18:29 time: 0.5737 data_time: 0.0177 memory: 13712 grad_norm: 3.5894 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6133 loss: 1.6133 2022/08/11 03:44:36 - mmengine - INFO - Epoch(train) [26][1320/1879] lr: 2.0000e-03 eta: 8:18:15 time: 0.5765 data_time: 0.0183 memory: 13712 grad_norm: 3.6261 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.5374 loss: 1.5374 2022/08/11 03:44:48 - mmengine - INFO - Epoch(train) [26][1340/1879] lr: 2.0000e-03 eta: 8:18:00 time: 0.5845 data_time: 0.0183 memory: 13712 grad_norm: 3.5542 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 1.6683 loss: 1.6683 2022/08/11 03:45:00 - mmengine - INFO - Epoch(train) [26][1360/1879] lr: 2.0000e-03 eta: 8:17:46 time: 0.6129 data_time: 0.0191 memory: 13712 grad_norm: 3.6259 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.5356 loss: 1.5356 2022/08/11 03:45:12 - mmengine - INFO - Epoch(train) [26][1380/1879] lr: 2.0000e-03 eta: 8:17:32 time: 0.5819 data_time: 0.0168 memory: 13712 grad_norm: 3.6243 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5249 loss: 1.5249 2022/08/11 03:45:26 - mmengine - INFO - Epoch(train) [26][1400/1879] lr: 2.0000e-03 eta: 8:17:19 time: 0.6832 data_time: 0.0177 memory: 13712 grad_norm: 3.6144 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.7532 loss: 1.7532 2022/08/11 03:45:37 - mmengine - INFO - Epoch(train) [26][1420/1879] lr: 2.0000e-03 eta: 8:17:05 time: 0.5905 data_time: 0.0281 memory: 13712 grad_norm: 3.5920 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5806 loss: 1.5806 2022/08/11 03:45:49 - mmengine - INFO - Epoch(train) [26][1440/1879] lr: 2.0000e-03 eta: 8:16:51 time: 0.5795 data_time: 0.0183 memory: 13712 grad_norm: 3.5463 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4451 loss: 1.4451 2022/08/11 03:46:01 - mmengine - INFO - Epoch(train) [26][1460/1879] lr: 2.0000e-03 eta: 8:16:36 time: 0.5846 data_time: 0.0169 memory: 13712 grad_norm: 3.5898 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.4336 loss: 1.4336 2022/08/11 03:46:12 - mmengine - INFO - Epoch(train) [26][1480/1879] lr: 2.0000e-03 eta: 8:16:22 time: 0.5797 data_time: 0.0189 memory: 13712 grad_norm: 3.5550 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.4924 loss: 1.4924 2022/08/11 03:46:24 - mmengine - INFO - Epoch(train) [26][1500/1879] lr: 2.0000e-03 eta: 8:16:07 time: 0.5788 data_time: 0.0179 memory: 13712 grad_norm: 3.5406 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.4974 loss: 1.4974 2022/08/11 03:46:35 - mmengine - INFO - Epoch(train) [26][1520/1879] lr: 2.0000e-03 eta: 8:15:53 time: 0.5776 data_time: 0.0173 memory: 13712 grad_norm: 3.6003 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4908 loss: 1.4908 2022/08/11 03:46:48 - mmengine - INFO - Epoch(train) [26][1540/1879] lr: 2.0000e-03 eta: 8:15:39 time: 0.6139 data_time: 0.0183 memory: 13712 grad_norm: 3.5622 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.7036 loss: 1.7036 2022/08/11 03:46:59 - mmengine - INFO - Epoch(train) [26][1560/1879] lr: 2.0000e-03 eta: 8:15:24 time: 0.5739 data_time: 0.0185 memory: 13712 grad_norm: 3.6035 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.7274 loss: 1.7274 2022/08/11 03:47:11 - mmengine - INFO - Epoch(train) [26][1580/1879] lr: 2.0000e-03 eta: 8:15:09 time: 0.5729 data_time: 0.0186 memory: 13712 grad_norm: 3.6821 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6469 loss: 1.6469 2022/08/11 03:47:22 - mmengine - INFO - Epoch(train) [26][1600/1879] lr: 2.0000e-03 eta: 8:14:55 time: 0.5802 data_time: 0.0175 memory: 13712 grad_norm: 3.6070 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.7448 loss: 1.7448 2022/08/11 03:47:34 - mmengine - INFO - Epoch(train) [26][1620/1879] lr: 2.0000e-03 eta: 8:14:41 time: 0.5874 data_time: 0.0191 memory: 13712 grad_norm: 3.5768 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5784 loss: 1.5784 2022/08/11 03:47:46 - mmengine - INFO - Epoch(train) [26][1640/1879] lr: 2.0000e-03 eta: 8:14:26 time: 0.5749 data_time: 0.0185 memory: 13712 grad_norm: 3.5969 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.4803 loss: 1.4803 2022/08/11 03:47:57 - mmengine - INFO - Epoch(train) [26][1660/1879] lr: 2.0000e-03 eta: 8:14:12 time: 0.5800 data_time: 0.0181 memory: 13712 grad_norm: 3.6526 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.6867 loss: 1.6867 2022/08/11 03:48:09 - mmengine - INFO - Epoch(train) [26][1680/1879] lr: 2.0000e-03 eta: 8:13:57 time: 0.5748 data_time: 0.0186 memory: 13712 grad_norm: 3.7390 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.7473 loss: 1.7473 2022/08/11 03:48:20 - mmengine - INFO - Epoch(train) [26][1700/1879] lr: 2.0000e-03 eta: 8:13:43 time: 0.5807 data_time: 0.0182 memory: 13712 grad_norm: 3.6229 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.4947 loss: 1.4947 2022/08/11 03:48:34 - mmengine - INFO - Epoch(train) [26][1720/1879] lr: 2.0000e-03 eta: 8:13:30 time: 0.6858 data_time: 0.0180 memory: 13712 grad_norm: 3.6625 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.5833 loss: 1.5833 2022/08/11 03:48:46 - mmengine - INFO - Epoch(train) [26][1740/1879] lr: 2.0000e-03 eta: 8:13:16 time: 0.5830 data_time: 0.0207 memory: 13712 grad_norm: 3.5641 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5846 loss: 1.5846 2022/08/11 03:48:59 - mmengine - INFO - Epoch(train) [26][1760/1879] lr: 2.0000e-03 eta: 8:13:03 time: 0.6603 data_time: 0.0187 memory: 13712 grad_norm: 3.6032 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.6002 loss: 1.6002 2022/08/11 03:49:14 - mmengine - INFO - Epoch(train) [26][1780/1879] lr: 2.0000e-03 eta: 8:12:51 time: 0.7316 data_time: 0.0159 memory: 13712 grad_norm: 3.5951 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4317 loss: 1.4317 2022/08/11 03:49:25 - mmengine - INFO - Epoch(train) [26][1800/1879] lr: 2.0000e-03 eta: 8:12:37 time: 0.5846 data_time: 0.0188 memory: 13712 grad_norm: 3.5977 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6220 loss: 1.6220 2022/08/11 03:49:42 - mmengine - INFO - Epoch(train) [26][1820/1879] lr: 2.0000e-03 eta: 8:12:27 time: 0.8219 data_time: 0.0162 memory: 13712 grad_norm: 3.6399 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6001 loss: 1.6001 2022/08/11 03:49:53 - mmengine - INFO - Epoch(train) [26][1840/1879] lr: 2.0000e-03 eta: 8:12:12 time: 0.5826 data_time: 0.0183 memory: 13712 grad_norm: 3.6124 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6985 loss: 1.6985 2022/08/11 03:50:09 - mmengine - INFO - Epoch(train) [26][1860/1879] lr: 2.0000e-03 eta: 8:12:01 time: 0.7650 data_time: 0.0166 memory: 13712 grad_norm: 3.5105 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4535 loss: 1.4535 2022/08/11 03:50:19 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 03:50:19 - mmengine - INFO - Epoch(train) [26][1879/1879] lr: 2.0000e-03 eta: 8:12:01 time: 0.5560 data_time: 0.0168 memory: 13712 grad_norm: 3.6530 top1_acc: 0.8571 top5_acc: 0.8571 loss_cls: 1.5278 loss: 1.5278 2022/08/11 03:51:38 - mmengine - INFO - Epoch(val) [26][20/155] eta: 0:08:52 time: 3.9446 data_time: 2.5645 memory: 14838 2022/08/11 03:52:36 - mmengine - INFO - Epoch(val) [26][40/155] eta: 0:05:35 time: 2.9138 data_time: 1.5387 memory: 14838 2022/08/11 03:53:48 - mmengine - INFO - Epoch(val) [26][60/155] eta: 0:05:40 time: 3.5825 data_time: 2.2084 memory: 14838 2022/08/11 03:54:48 - mmengine - INFO - Epoch(val) [26][80/155] eta: 0:03:44 time: 2.9999 data_time: 1.6272 memory: 14838 2022/08/11 03:56:07 - mmengine - INFO - Epoch(val) [26][100/155] eta: 0:03:37 time: 3.9478 data_time: 2.5786 memory: 14838 2022/08/11 03:57:01 - mmengine - INFO - Epoch(val) [26][120/155] eta: 0:01:34 time: 2.7130 data_time: 1.3411 memory: 14838 2022/08/11 03:58:13 - mmengine - INFO - Epoch(val) [26][140/155] eta: 0:00:53 time: 3.5699 data_time: 2.1970 memory: 14838 2022/08/11 03:59:01 - mmengine - INFO - Epoch(val) [26][155/155] acc/top1: 0.6948 acc/top5: 0.8869 acc/mean1: 0.6947 2022/08/11 03:59:01 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_r50_dense_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_24.pth is removed 2022/08/11 03:59:02 - mmengine - INFO - The best checkpoint with 0.6948 acc/top1 at 27 epoch is saved to best_acc/top1_epoch_27.pth. 2022/08/11 03:59:24 - mmengine - INFO - Epoch(train) [27][20/1879] lr: 2.0000e-03 eta: 8:11:32 time: 1.0519 data_time: 0.1416 memory: 14838 grad_norm: 3.5534 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.5330 loss: 1.5330 2022/08/11 03:59:35 - mmengine - INFO - Epoch(train) [27][40/1879] lr: 2.0000e-03 eta: 8:11:17 time: 0.5799 data_time: 0.0209 memory: 13712 grad_norm: 3.6087 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.5564 loss: 1.5564 2022/08/11 03:59:47 - mmengine - INFO - Epoch(train) [27][60/1879] lr: 2.0000e-03 eta: 8:11:03 time: 0.5767 data_time: 0.0181 memory: 13712 grad_norm: 3.7470 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6553 loss: 1.6553 2022/08/11 03:59:59 - mmengine - INFO - Epoch(train) [27][80/1879] lr: 2.0000e-03 eta: 8:10:48 time: 0.5910 data_time: 0.0283 memory: 13712 grad_norm: 3.6155 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6495 loss: 1.6495 2022/08/11 04:00:13 - mmengine - INFO - Epoch(train) [27][100/1879] lr: 2.0000e-03 eta: 8:10:36 time: 0.7138 data_time: 0.0210 memory: 13712 grad_norm: 3.6413 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4960 loss: 1.4960 2022/08/11 04:00:27 - mmengine - INFO - Epoch(train) [27][120/1879] lr: 2.0000e-03 eta: 8:10:24 time: 0.7116 data_time: 0.0184 memory: 13712 grad_norm: 3.6677 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4324 loss: 1.4324 2022/08/11 04:00:39 - mmengine - INFO - Epoch(train) [27][140/1879] lr: 2.0000e-03 eta: 8:10:10 time: 0.5785 data_time: 0.0178 memory: 13712 grad_norm: 3.6301 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.5795 loss: 1.5795 2022/08/11 04:00:42 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 04:00:50 - mmengine - INFO - Epoch(train) [27][160/1879] lr: 2.0000e-03 eta: 8:09:55 time: 0.5791 data_time: 0.0171 memory: 13712 grad_norm: 3.6509 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5490 loss: 1.5490 2022/08/11 04:01:03 - mmengine - INFO - Epoch(train) [27][180/1879] lr: 2.0000e-03 eta: 8:09:42 time: 0.6408 data_time: 0.0173 memory: 13712 grad_norm: 3.6455 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.6238 loss: 1.6238 2022/08/11 04:01:15 - mmengine - INFO - Epoch(train) [27][200/1879] lr: 2.0000e-03 eta: 8:09:28 time: 0.5770 data_time: 0.0181 memory: 13712 grad_norm: 3.6805 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8479 loss: 1.8479 2022/08/11 04:01:26 - mmengine - INFO - Epoch(train) [27][220/1879] lr: 2.0000e-03 eta: 8:09:13 time: 0.5873 data_time: 0.0181 memory: 13712 grad_norm: 3.5795 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.3536 loss: 1.3536 2022/08/11 04:01:40 - mmengine - INFO - Epoch(train) [27][240/1879] lr: 2.0000e-03 eta: 8:09:00 time: 0.6616 data_time: 0.0183 memory: 13712 grad_norm: 3.6186 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4314 loss: 1.4314 2022/08/11 04:01:52 - mmengine - INFO - Epoch(train) [27][260/1879] lr: 2.0000e-03 eta: 8:08:47 time: 0.6278 data_time: 0.0170 memory: 13712 grad_norm: 3.6806 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.6434 loss: 1.6434 2022/08/11 04:02:06 - mmengine - INFO - Epoch(train) [27][280/1879] lr: 2.0000e-03 eta: 8:08:34 time: 0.6801 data_time: 0.0178 memory: 13712 grad_norm: 3.5376 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3888 loss: 1.3888 2022/08/11 04:02:18 - mmengine - INFO - Epoch(train) [27][300/1879] lr: 2.0000e-03 eta: 8:08:20 time: 0.5871 data_time: 0.0193 memory: 13712 grad_norm: 3.6612 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6895 loss: 1.6895 2022/08/11 04:02:29 - mmengine - INFO - Epoch(train) [27][320/1879] lr: 2.0000e-03 eta: 8:08:05 time: 0.5816 data_time: 0.0166 memory: 13712 grad_norm: 3.6591 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6808 loss: 1.6808 2022/08/11 04:02:43 - mmengine - INFO - Epoch(train) [27][340/1879] lr: 2.0000e-03 eta: 8:07:53 time: 0.7011 data_time: 0.0179 memory: 13712 grad_norm: 3.6083 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.4573 loss: 1.4573 2022/08/11 04:02:55 - mmengine - INFO - Epoch(train) [27][360/1879] lr: 2.0000e-03 eta: 8:07:39 time: 0.6111 data_time: 0.0192 memory: 13712 grad_norm: 3.6247 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.7665 loss: 1.7665 2022/08/11 04:03:07 - mmengine - INFO - Epoch(train) [27][380/1879] lr: 2.0000e-03 eta: 8:07:25 time: 0.5808 data_time: 0.0182 memory: 13712 grad_norm: 3.6780 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.5793 loss: 1.5793 2022/08/11 04:03:19 - mmengine - INFO - Epoch(train) [27][400/1879] lr: 2.0000e-03 eta: 8:07:11 time: 0.5914 data_time: 0.0232 memory: 13712 grad_norm: 3.5834 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 1.3995 loss: 1.3995 2022/08/11 04:03:37 - mmengine - INFO - Epoch(train) [27][420/1879] lr: 2.0000e-03 eta: 8:07:02 time: 0.8987 data_time: 0.0184 memory: 13712 grad_norm: 3.7953 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6270 loss: 1.6270 2022/08/11 04:03:48 - mmengine - INFO - Epoch(train) [27][440/1879] lr: 2.0000e-03 eta: 8:06:48 time: 0.5729 data_time: 0.0180 memory: 13712 grad_norm: 3.7047 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5469 loss: 1.5469 2022/08/11 04:04:02 - mmengine - INFO - Epoch(train) [27][460/1879] lr: 2.0000e-03 eta: 8:06:35 time: 0.6713 data_time: 0.0175 memory: 13712 grad_norm: 3.5684 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3894 loss: 1.3894 2022/08/11 04:04:13 - mmengine - INFO - Epoch(train) [27][480/1879] lr: 2.0000e-03 eta: 8:06:20 time: 0.5781 data_time: 0.0179 memory: 13712 grad_norm: 3.5939 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.5739 loss: 1.5739 2022/08/11 04:04:27 - mmengine - INFO - Epoch(train) [27][500/1879] lr: 2.0000e-03 eta: 8:06:08 time: 0.6914 data_time: 0.0187 memory: 13712 grad_norm: 3.7147 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4542 loss: 1.4542 2022/08/11 04:04:40 - mmengine - INFO - Epoch(train) [27][520/1879] lr: 2.0000e-03 eta: 8:05:55 time: 0.6472 data_time: 0.0181 memory: 13712 grad_norm: 3.6394 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.5043 loss: 1.5043 2022/08/11 04:04:52 - mmengine - INFO - Epoch(train) [27][540/1879] lr: 2.0000e-03 eta: 8:05:40 time: 0.5775 data_time: 0.0183 memory: 13712 grad_norm: 3.7192 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4492 loss: 1.4492 2022/08/11 04:05:12 - mmengine - INFO - Epoch(train) [27][560/1879] lr: 2.0000e-03 eta: 8:05:34 time: 1.0174 data_time: 0.0174 memory: 13712 grad_norm: 3.6688 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.7722 loss: 1.7722 2022/08/11 04:05:23 - mmengine - INFO - Epoch(train) [27][580/1879] lr: 2.0000e-03 eta: 8:05:19 time: 0.5723 data_time: 0.0176 memory: 13712 grad_norm: 3.7325 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.6001 loss: 1.6001 2022/08/11 04:05:35 - mmengine - INFO - Epoch(train) [27][600/1879] lr: 2.0000e-03 eta: 8:05:05 time: 0.5877 data_time: 0.0188 memory: 13712 grad_norm: 3.6800 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.3714 loss: 1.3714 2022/08/11 04:05:47 - mmengine - INFO - Epoch(train) [27][620/1879] lr: 2.0000e-03 eta: 8:04:50 time: 0.5767 data_time: 0.0177 memory: 13712 grad_norm: 3.5815 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5174 loss: 1.5174 2022/08/11 04:05:58 - mmengine - INFO - Epoch(train) [27][640/1879] lr: 2.0000e-03 eta: 8:04:36 time: 0.5806 data_time: 0.0177 memory: 13712 grad_norm: 3.6733 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5990 loss: 1.5990 2022/08/11 04:06:13 - mmengine - INFO - Epoch(train) [27][660/1879] lr: 2.0000e-03 eta: 8:04:24 time: 0.7415 data_time: 0.0267 memory: 13712 grad_norm: 3.6943 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5999 loss: 1.5999 2022/08/11 04:06:31 - mmengine - INFO - Epoch(train) [27][680/1879] lr: 2.0000e-03 eta: 8:04:15 time: 0.8718 data_time: 0.0180 memory: 13712 grad_norm: 3.6697 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4993 loss: 1.4993 2022/08/11 04:06:42 - mmengine - INFO - Epoch(train) [27][700/1879] lr: 2.0000e-03 eta: 8:04:01 time: 0.5759 data_time: 0.0167 memory: 13712 grad_norm: 3.7025 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.4709 loss: 1.4709 2022/08/11 04:06:55 - mmengine - INFO - Epoch(train) [27][720/1879] lr: 2.0000e-03 eta: 8:03:48 time: 0.6602 data_time: 0.0814 memory: 13712 grad_norm: 3.7462 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7849 loss: 1.7849 2022/08/11 04:07:11 - mmengine - INFO - Epoch(train) [27][740/1879] lr: 2.0000e-03 eta: 8:03:37 time: 0.7791 data_time: 0.2143 memory: 13712 grad_norm: 3.6987 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5483 loss: 1.5483 2022/08/11 04:07:30 - mmengine - INFO - Epoch(train) [27][760/1879] lr: 2.0000e-03 eta: 8:03:29 time: 0.9324 data_time: 0.0168 memory: 13712 grad_norm: 3.7396 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6131 loss: 1.6131 2022/08/11 04:07:41 - mmengine - INFO - Epoch(train) [27][780/1879] lr: 2.0000e-03 eta: 8:03:14 time: 0.5807 data_time: 0.0167 memory: 13712 grad_norm: 3.6449 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.5820 loss: 1.5820 2022/08/11 04:07:54 - mmengine - INFO - Epoch(train) [27][800/1879] lr: 2.0000e-03 eta: 8:03:01 time: 0.6199 data_time: 0.0197 memory: 13712 grad_norm: 3.6234 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5341 loss: 1.5341 2022/08/11 04:08:06 - mmengine - INFO - Epoch(train) [27][820/1879] lr: 2.0000e-03 eta: 8:02:47 time: 0.6271 data_time: 0.0161 memory: 13712 grad_norm: 3.6241 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5804 loss: 1.5804 2022/08/11 04:08:19 - mmengine - INFO - Epoch(train) [27][840/1879] lr: 2.0000e-03 eta: 8:02:34 time: 0.6535 data_time: 0.0175 memory: 13712 grad_norm: 3.6351 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.4256 loss: 1.4256 2022/08/11 04:08:31 - mmengine - INFO - Epoch(train) [27][860/1879] lr: 2.0000e-03 eta: 8:02:20 time: 0.5794 data_time: 0.0179 memory: 13712 grad_norm: 3.7134 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.5301 loss: 1.5301 2022/08/11 04:08:42 - mmengine - INFO - Epoch(train) [27][880/1879] lr: 2.0000e-03 eta: 8:02:05 time: 0.5787 data_time: 0.0170 memory: 13712 grad_norm: 3.6331 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.5846 loss: 1.5846 2022/08/11 04:08:54 - mmengine - INFO - Epoch(train) [27][900/1879] lr: 2.0000e-03 eta: 8:01:51 time: 0.5781 data_time: 0.0199 memory: 13712 grad_norm: 3.6602 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.5934 loss: 1.5934 2022/08/11 04:09:06 - mmengine - INFO - Epoch(train) [27][920/1879] lr: 2.0000e-03 eta: 8:01:36 time: 0.5787 data_time: 0.0174 memory: 13712 grad_norm: 3.6552 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4676 loss: 1.4676 2022/08/11 04:09:17 - mmengine - INFO - Epoch(train) [27][940/1879] lr: 2.0000e-03 eta: 8:01:22 time: 0.5746 data_time: 0.0170 memory: 13712 grad_norm: 3.6069 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.5652 loss: 1.5652 2022/08/11 04:09:29 - mmengine - INFO - Epoch(train) [27][960/1879] lr: 2.0000e-03 eta: 8:01:08 time: 0.5846 data_time: 0.0187 memory: 13712 grad_norm: 3.6472 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4752 loss: 1.4752 2022/08/11 04:09:40 - mmengine - INFO - Epoch(train) [27][980/1879] lr: 2.0000e-03 eta: 8:00:53 time: 0.5787 data_time: 0.0171 memory: 13712 grad_norm: 3.6866 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.6916 loss: 1.6916 2022/08/11 04:09:52 - mmengine - INFO - Epoch(train) [27][1000/1879] lr: 2.0000e-03 eta: 8:00:39 time: 0.5842 data_time: 0.0196 memory: 13712 grad_norm: 3.6993 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 1.5327 loss: 1.5327 2022/08/11 04:10:04 - mmengine - INFO - Epoch(train) [27][1020/1879] lr: 2.0000e-03 eta: 8:00:25 time: 0.6149 data_time: 0.0191 memory: 13712 grad_norm: 3.5967 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4544 loss: 1.4544 2022/08/11 04:10:21 - mmengine - INFO - Epoch(train) [27][1040/1879] lr: 2.0000e-03 eta: 8:00:15 time: 0.8236 data_time: 0.0372 memory: 13712 grad_norm: 3.8135 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.6064 loss: 1.6064 2022/08/11 04:10:33 - mmengine - INFO - Epoch(train) [27][1060/1879] lr: 2.0000e-03 eta: 8:00:01 time: 0.5988 data_time: 0.0195 memory: 13712 grad_norm: 3.5702 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5153 loss: 1.5153 2022/08/11 04:10:44 - mmengine - INFO - Epoch(train) [27][1080/1879] lr: 2.0000e-03 eta: 7:59:47 time: 0.5805 data_time: 0.0162 memory: 13712 grad_norm: 3.7458 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5335 loss: 1.5335 2022/08/11 04:10:58 - mmengine - INFO - Epoch(train) [27][1100/1879] lr: 2.0000e-03 eta: 7:59:34 time: 0.6967 data_time: 0.0210 memory: 13712 grad_norm: 3.7044 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6132 loss: 1.6132 2022/08/11 04:11:10 - mmengine - INFO - Epoch(train) [27][1120/1879] lr: 2.0000e-03 eta: 7:59:20 time: 0.5999 data_time: 0.0165 memory: 13712 grad_norm: 3.7428 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 1.4353 loss: 1.4353 2022/08/11 04:11:26 - mmengine - INFO - Epoch(train) [27][1140/1879] lr: 2.0000e-03 eta: 7:59:09 time: 0.7855 data_time: 0.0219 memory: 13712 grad_norm: 3.7105 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.4636 loss: 1.4636 2022/08/11 04:11:30 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 04:11:39 - mmengine - INFO - Epoch(train) [27][1160/1879] lr: 2.0000e-03 eta: 7:58:56 time: 0.6220 data_time: 0.0157 memory: 13712 grad_norm: 3.7513 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.5413 loss: 1.5413 2022/08/11 04:11:51 - mmengine - INFO - Epoch(train) [27][1180/1879] lr: 2.0000e-03 eta: 7:58:42 time: 0.6017 data_time: 0.0215 memory: 13712 grad_norm: 3.6505 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5267 loss: 1.5267 2022/08/11 04:12:03 - mmengine - INFO - Epoch(train) [27][1200/1879] lr: 2.0000e-03 eta: 7:58:28 time: 0.5983 data_time: 0.0260 memory: 13712 grad_norm: 3.6869 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5347 loss: 1.5347 2022/08/11 04:12:14 - mmengine - INFO - Epoch(train) [27][1220/1879] lr: 2.0000e-03 eta: 7:58:13 time: 0.5854 data_time: 0.0187 memory: 13712 grad_norm: 3.6698 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6493 loss: 1.6493 2022/08/11 04:12:26 - mmengine - INFO - Epoch(train) [27][1240/1879] lr: 2.0000e-03 eta: 7:57:59 time: 0.5877 data_time: 0.0178 memory: 13712 grad_norm: 3.6912 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.5008 loss: 1.5008 2022/08/11 04:12:38 - mmengine - INFO - Epoch(train) [27][1260/1879] lr: 2.0000e-03 eta: 7:57:45 time: 0.5816 data_time: 0.0189 memory: 13712 grad_norm: 3.7926 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.5002 loss: 1.5002 2022/08/11 04:12:53 - mmengine - INFO - Epoch(train) [27][1280/1879] lr: 2.0000e-03 eta: 7:57:33 time: 0.7493 data_time: 0.0199 memory: 13712 grad_norm: 3.7432 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.5700 loss: 1.5700 2022/08/11 04:13:06 - mmengine - INFO - Epoch(train) [27][1300/1879] lr: 2.0000e-03 eta: 7:57:21 time: 0.6776 data_time: 0.0160 memory: 13712 grad_norm: 3.7577 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.5109 loss: 1.5109 2022/08/11 04:13:20 - mmengine - INFO - Epoch(train) [27][1320/1879] lr: 2.0000e-03 eta: 7:57:08 time: 0.6733 data_time: 0.0171 memory: 13712 grad_norm: 3.6813 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4191 loss: 1.4191 2022/08/11 04:13:36 - mmengine - INFO - Epoch(train) [27][1340/1879] lr: 2.0000e-03 eta: 7:56:58 time: 0.8349 data_time: 0.0197 memory: 13712 grad_norm: 3.7458 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5378 loss: 1.5378 2022/08/11 04:13:48 - mmengine - INFO - Epoch(train) [27][1360/1879] lr: 2.0000e-03 eta: 7:56:44 time: 0.5777 data_time: 0.0167 memory: 13712 grad_norm: 3.6901 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3993 loss: 1.3993 2022/08/11 04:14:00 - mmengine - INFO - Epoch(train) [27][1380/1879] lr: 2.0000e-03 eta: 7:56:29 time: 0.5868 data_time: 0.0173 memory: 13712 grad_norm: 3.6808 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.5560 loss: 1.5560 2022/08/11 04:14:11 - mmengine - INFO - Epoch(train) [27][1400/1879] lr: 2.0000e-03 eta: 7:56:15 time: 0.5829 data_time: 0.0184 memory: 13712 grad_norm: 3.8245 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7318 loss: 1.7318 2022/08/11 04:14:23 - mmengine - INFO - Epoch(train) [27][1420/1879] lr: 2.0000e-03 eta: 7:56:01 time: 0.5811 data_time: 0.0220 memory: 13712 grad_norm: 3.7635 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.7710 loss: 1.7710 2022/08/11 04:14:35 - mmengine - INFO - Epoch(train) [27][1440/1879] lr: 2.0000e-03 eta: 7:55:47 time: 0.5834 data_time: 0.0168 memory: 13712 grad_norm: 3.6423 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.6193 loss: 1.6193 2022/08/11 04:14:48 - mmengine - INFO - Epoch(train) [27][1460/1879] lr: 2.0000e-03 eta: 7:55:33 time: 0.6553 data_time: 0.0196 memory: 13712 grad_norm: 3.7105 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.6255 loss: 1.6255 2022/08/11 04:15:01 - mmengine - INFO - Epoch(train) [27][1480/1879] lr: 2.0000e-03 eta: 7:55:21 time: 0.6678 data_time: 0.0151 memory: 13712 grad_norm: 3.7133 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.5037 loss: 1.5037 2022/08/11 04:15:17 - mmengine - INFO - Epoch(train) [27][1500/1879] lr: 2.0000e-03 eta: 7:55:10 time: 0.7988 data_time: 0.1709 memory: 13712 grad_norm: 3.6435 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6110 loss: 1.6110 2022/08/11 04:15:29 - mmengine - INFO - Epoch(train) [27][1520/1879] lr: 2.0000e-03 eta: 7:54:56 time: 0.5858 data_time: 0.0186 memory: 13712 grad_norm: 3.6544 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.4664 loss: 1.4664 2022/08/11 04:15:42 - mmengine - INFO - Epoch(train) [27][1540/1879] lr: 2.0000e-03 eta: 7:54:43 time: 0.6601 data_time: 0.0182 memory: 13712 grad_norm: 3.6184 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4164 loss: 1.4164 2022/08/11 04:15:59 - mmengine - INFO - Epoch(train) [27][1560/1879] lr: 2.0000e-03 eta: 7:54:33 time: 0.8688 data_time: 0.0178 memory: 13712 grad_norm: 3.6526 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.7173 loss: 1.7173 2022/08/11 04:16:13 - mmengine - INFO - Epoch(train) [27][1580/1879] lr: 2.0000e-03 eta: 7:54:21 time: 0.6721 data_time: 0.0173 memory: 13712 grad_norm: 3.6732 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.4782 loss: 1.4782 2022/08/11 04:16:29 - mmengine - INFO - Epoch(train) [27][1600/1879] lr: 2.0000e-03 eta: 7:54:10 time: 0.8180 data_time: 0.0167 memory: 13712 grad_norm: 3.7391 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6022 loss: 1.6022 2022/08/11 04:16:41 - mmengine - INFO - Epoch(train) [27][1620/1879] lr: 2.0000e-03 eta: 7:53:56 time: 0.5959 data_time: 0.0200 memory: 13712 grad_norm: 3.7232 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.5696 loss: 1.5696 2022/08/11 04:16:53 - mmengine - INFO - Epoch(train) [27][1640/1879] lr: 2.0000e-03 eta: 7:53:42 time: 0.5997 data_time: 0.0204 memory: 13712 grad_norm: 3.7226 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5339 loss: 1.5339 2022/08/11 04:17:06 - mmengine - INFO - Epoch(train) [27][1660/1879] lr: 2.0000e-03 eta: 7:53:29 time: 0.6411 data_time: 0.0176 memory: 13712 grad_norm: 3.7631 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.3900 loss: 1.3900 2022/08/11 04:17:19 - mmengine - INFO - Epoch(train) [27][1680/1879] lr: 2.0000e-03 eta: 7:53:15 time: 0.6258 data_time: 0.0187 memory: 13712 grad_norm: 3.7502 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.6679 loss: 1.6679 2022/08/11 04:17:30 - mmengine - INFO - Epoch(train) [27][1700/1879] lr: 2.0000e-03 eta: 7:53:01 time: 0.5838 data_time: 0.0187 memory: 13712 grad_norm: 3.8017 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5095 loss: 1.5095 2022/08/11 04:17:42 - mmengine - INFO - Epoch(train) [27][1720/1879] lr: 2.0000e-03 eta: 7:52:47 time: 0.5929 data_time: 0.0176 memory: 13712 grad_norm: 3.7266 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4938 loss: 1.4938 2022/08/11 04:17:54 - mmengine - INFO - Epoch(train) [27][1740/1879] lr: 2.0000e-03 eta: 7:52:33 time: 0.5780 data_time: 0.0190 memory: 13712 grad_norm: 3.6267 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.6051 loss: 1.6051 2022/08/11 04:18:05 - mmengine - INFO - Epoch(train) [27][1760/1879] lr: 2.0000e-03 eta: 7:52:18 time: 0.5805 data_time: 0.0178 memory: 13712 grad_norm: 3.7783 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7361 loss: 1.7361 2022/08/11 04:18:17 - mmengine - INFO - Epoch(train) [27][1780/1879] lr: 2.0000e-03 eta: 7:52:04 time: 0.5824 data_time: 0.0201 memory: 13712 grad_norm: 3.6950 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4707 loss: 1.4707 2022/08/11 04:18:28 - mmengine - INFO - Epoch(train) [27][1800/1879] lr: 2.0000e-03 eta: 7:51:50 time: 0.5756 data_time: 0.0158 memory: 13712 grad_norm: 3.7166 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.6690 loss: 1.6690 2022/08/11 04:18:40 - mmengine - INFO - Epoch(train) [27][1820/1879] lr: 2.0000e-03 eta: 7:51:35 time: 0.5858 data_time: 0.0219 memory: 13712 grad_norm: 3.7201 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.2097 loss: 1.2097 2022/08/11 04:18:52 - mmengine - INFO - Epoch(train) [27][1840/1879] lr: 2.0000e-03 eta: 7:51:21 time: 0.5811 data_time: 0.0187 memory: 13712 grad_norm: 3.7809 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5972 loss: 1.5972 2022/08/11 04:19:05 - mmengine - INFO - Epoch(train) [27][1860/1879] lr: 2.0000e-03 eta: 7:51:08 time: 0.6597 data_time: 0.0176 memory: 13712 grad_norm: 3.6339 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5820 loss: 1.5820 2022/08/11 04:19:19 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 04:19:19 - mmengine - INFO - Epoch(train) [27][1879/1879] lr: 2.0000e-03 eta: 7:51:08 time: 0.7251 data_time: 0.0177 memory: 13712 grad_norm: 3.7573 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 1.5802 loss: 1.5802 2022/08/11 04:19:19 - mmengine - INFO - Saving checkpoint at 27 epochs 2022/08/11 04:20:45 - mmengine - INFO - Epoch(val) [27][20/155] eta: 0:09:28 time: 4.2100 data_time: 2.8294 memory: 14838 2022/08/11 04:21:50 - mmengine - INFO - Epoch(val) [27][40/155] eta: 0:06:12 time: 3.2388 data_time: 1.8647 memory: 14838 2022/08/11 04:22:53 - mmengine - INFO - Epoch(val) [27][60/155] eta: 0:05:01 time: 3.1769 data_time: 1.8067 memory: 14838 2022/08/11 04:24:02 - mmengine - INFO - Epoch(val) [27][80/155] eta: 0:04:17 time: 3.4285 data_time: 2.0521 memory: 14838 2022/08/11 04:25:04 - mmengine - INFO - Epoch(val) [27][100/155] eta: 0:02:50 time: 3.1083 data_time: 1.7407 memory: 14838 2022/08/11 04:26:20 - mmengine - INFO - Epoch(val) [27][120/155] eta: 0:02:12 time: 3.7810 data_time: 2.4052 memory: 14838 2022/08/11 04:27:23 - mmengine - INFO - Epoch(val) [27][140/155] eta: 0:00:47 time: 3.1793 data_time: 1.8121 memory: 14838 2022/08/11 04:27:55 - mmengine - INFO - Epoch(val) [27][155/155] acc/top1: 0.7011 acc/top5: 0.8928 acc/mean1: 0.7010 2022/08/11 04:27:56 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_r50_dense_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_27.pth is removed 2022/08/11 04:27:57 - mmengine - INFO - The best checkpoint with 0.7011 acc/top1 at 28 epoch is saved to best_acc/top1_epoch_28.pth. 2022/08/11 04:28:14 - mmengine - INFO - Epoch(train) [28][20/1879] lr: 2.0000e-03 eta: 7:50:35 time: 0.8577 data_time: 0.1493 memory: 14838 grad_norm: 3.7779 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.5094 loss: 1.5094 2022/08/11 04:28:27 - mmengine - INFO - Epoch(train) [28][40/1879] lr: 2.0000e-03 eta: 7:50:23 time: 0.6746 data_time: 0.0179 memory: 13712 grad_norm: 3.6350 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4893 loss: 1.4893 2022/08/11 04:28:39 - mmengine - INFO - Epoch(train) [28][60/1879] lr: 2.0000e-03 eta: 7:50:08 time: 0.5804 data_time: 0.0188 memory: 13712 grad_norm: 3.7206 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.5460 loss: 1.5460 2022/08/11 04:28:50 - mmengine - INFO - Epoch(train) [28][80/1879] lr: 2.0000e-03 eta: 7:49:54 time: 0.5710 data_time: 0.0176 memory: 13712 grad_norm: 3.7317 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5574 loss: 1.5574 2022/08/11 04:29:02 - mmengine - INFO - Epoch(train) [28][100/1879] lr: 2.0000e-03 eta: 7:49:40 time: 0.5822 data_time: 0.0208 memory: 13712 grad_norm: 3.7281 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.7344 loss: 1.7344 2022/08/11 04:29:14 - mmengine - INFO - Epoch(train) [28][120/1879] lr: 2.0000e-03 eta: 7:49:25 time: 0.5737 data_time: 0.0144 memory: 13712 grad_norm: 3.6684 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.5354 loss: 1.5354 2022/08/11 04:29:25 - mmengine - INFO - Epoch(train) [28][140/1879] lr: 2.0000e-03 eta: 7:49:11 time: 0.5719 data_time: 0.0198 memory: 13712 grad_norm: 3.6890 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3566 loss: 1.3566 2022/08/11 04:29:37 - mmengine - INFO - Epoch(train) [28][160/1879] lr: 2.0000e-03 eta: 7:48:57 time: 0.5889 data_time: 0.0190 memory: 13712 grad_norm: 3.7098 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5594 loss: 1.5594 2022/08/11 04:29:48 - mmengine - INFO - Epoch(train) [28][180/1879] lr: 2.0000e-03 eta: 7:48:42 time: 0.5731 data_time: 0.0161 memory: 13712 grad_norm: 3.7084 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.5482 loss: 1.5482 2022/08/11 04:30:00 - mmengine - INFO - Epoch(train) [28][200/1879] lr: 2.0000e-03 eta: 7:48:28 time: 0.5702 data_time: 0.0169 memory: 13712 grad_norm: 3.6550 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4509 loss: 1.4509 2022/08/11 04:30:11 - mmengine - INFO - Epoch(train) [28][220/1879] lr: 2.0000e-03 eta: 7:48:13 time: 0.5841 data_time: 0.0216 memory: 13712 grad_norm: 3.7254 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.4471 loss: 1.4471 2022/08/11 04:30:23 - mmengine - INFO - Epoch(train) [28][240/1879] lr: 2.0000e-03 eta: 7:47:59 time: 0.5752 data_time: 0.0159 memory: 13712 grad_norm: 3.7341 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.4157 loss: 1.4157 2022/08/11 04:30:35 - mmengine - INFO - Epoch(train) [28][260/1879] lr: 2.0000e-03 eta: 7:47:45 time: 0.5954 data_time: 0.0203 memory: 13712 grad_norm: 3.7701 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.2672 loss: 1.2672 2022/08/11 04:30:39 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 04:30:46 - mmengine - INFO - Epoch(train) [28][280/1879] lr: 2.0000e-03 eta: 7:47:31 time: 0.5750 data_time: 0.0174 memory: 13712 grad_norm: 3.6733 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.4511 loss: 1.4511 2022/08/11 04:30:58 - mmengine - INFO - Epoch(train) [28][300/1879] lr: 2.0000e-03 eta: 7:47:16 time: 0.5820 data_time: 0.0202 memory: 13712 grad_norm: 3.7830 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6138 loss: 1.6138 2022/08/11 04:31:12 - mmengine - INFO - Epoch(train) [28][320/1879] lr: 2.0000e-03 eta: 7:47:05 time: 0.7293 data_time: 0.0150 memory: 13712 grad_norm: 3.6774 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.4027 loss: 1.4027 2022/08/11 04:31:24 - mmengine - INFO - Epoch(train) [28][340/1879] lr: 2.0000e-03 eta: 7:46:50 time: 0.5846 data_time: 0.0190 memory: 13712 grad_norm: 3.7339 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.6510 loss: 1.6510 2022/08/11 04:31:38 - mmengine - INFO - Epoch(train) [28][360/1879] lr: 2.0000e-03 eta: 7:46:38 time: 0.6737 data_time: 0.0179 memory: 13712 grad_norm: 3.7100 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.4370 loss: 1.4370 2022/08/11 04:31:51 - mmengine - INFO - Epoch(train) [28][380/1879] lr: 2.0000e-03 eta: 7:46:25 time: 0.6778 data_time: 0.0194 memory: 13712 grad_norm: 3.6651 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.6159 loss: 1.6159 2022/08/11 04:32:09 - mmengine - INFO - Epoch(train) [28][400/1879] lr: 2.0000e-03 eta: 7:46:16 time: 0.9020 data_time: 0.0158 memory: 13712 grad_norm: 3.6926 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.5571 loss: 1.5571 2022/08/11 04:32:23 - mmengine - INFO - Epoch(train) [28][420/1879] lr: 2.0000e-03 eta: 7:46:03 time: 0.6667 data_time: 0.0176 memory: 13712 grad_norm: 3.7753 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4369 loss: 1.4369 2022/08/11 04:32:36 - mmengine - INFO - Epoch(train) [28][440/1879] lr: 2.0000e-03 eta: 7:45:50 time: 0.6483 data_time: 0.0182 memory: 13712 grad_norm: 3.7685 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5231 loss: 1.5231 2022/08/11 04:32:47 - mmengine - INFO - Epoch(train) [28][460/1879] lr: 2.0000e-03 eta: 7:45:36 time: 0.5874 data_time: 0.0220 memory: 13712 grad_norm: 3.6349 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3115 loss: 1.3115 2022/08/11 04:33:00 - mmengine - INFO - Epoch(train) [28][480/1879] lr: 2.0000e-03 eta: 7:45:22 time: 0.6091 data_time: 0.0155 memory: 13712 grad_norm: 3.7540 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.3848 loss: 1.3848 2022/08/11 04:33:13 - mmengine - INFO - Epoch(train) [28][500/1879] lr: 2.0000e-03 eta: 7:45:10 time: 0.6878 data_time: 0.1175 memory: 13712 grad_norm: 3.8290 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4335 loss: 1.4335 2022/08/11 04:33:27 - mmengine - INFO - Epoch(train) [28][520/1879] lr: 2.0000e-03 eta: 7:44:57 time: 0.6763 data_time: 0.1130 memory: 13712 grad_norm: 3.6893 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4095 loss: 1.4095 2022/08/11 04:33:39 - mmengine - INFO - Epoch(train) [28][540/1879] lr: 2.0000e-03 eta: 7:44:43 time: 0.5956 data_time: 0.0219 memory: 13712 grad_norm: 3.7411 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4491 loss: 1.4491 2022/08/11 04:33:53 - mmengine - INFO - Epoch(train) [28][560/1879] lr: 2.0000e-03 eta: 7:44:31 time: 0.7339 data_time: 0.0171 memory: 13712 grad_norm: 3.7220 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5762 loss: 1.5762 2022/08/11 04:34:05 - mmengine - INFO - Epoch(train) [28][580/1879] lr: 2.0000e-03 eta: 7:44:17 time: 0.5763 data_time: 0.0204 memory: 13712 grad_norm: 3.7219 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.4200 loss: 1.4200 2022/08/11 04:34:17 - mmengine - INFO - Epoch(train) [28][600/1879] lr: 2.0000e-03 eta: 7:44:03 time: 0.5780 data_time: 0.0143 memory: 13712 grad_norm: 3.6088 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3373 loss: 1.3373 2022/08/11 04:34:28 - mmengine - INFO - Epoch(train) [28][620/1879] lr: 2.0000e-03 eta: 7:43:48 time: 0.5805 data_time: 0.0191 memory: 13712 grad_norm: 3.6964 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.4546 loss: 1.4546 2022/08/11 04:34:43 - mmengine - INFO - Epoch(train) [28][640/1879] lr: 2.0000e-03 eta: 7:43:37 time: 0.7544 data_time: 0.0182 memory: 13712 grad_norm: 3.7261 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.6363 loss: 1.6363 2022/08/11 04:34:55 - mmengine - INFO - Epoch(train) [28][660/1879] lr: 2.0000e-03 eta: 7:43:23 time: 0.5789 data_time: 0.0192 memory: 13712 grad_norm: 3.6899 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4302 loss: 1.4302 2022/08/11 04:35:06 - mmengine - INFO - Epoch(train) [28][680/1879] lr: 2.0000e-03 eta: 7:43:08 time: 0.5822 data_time: 0.0152 memory: 13712 grad_norm: 3.7223 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4373 loss: 1.4373 2022/08/11 04:35:18 - mmengine - INFO - Epoch(train) [28][700/1879] lr: 2.0000e-03 eta: 7:42:54 time: 0.5835 data_time: 0.0197 memory: 13712 grad_norm: 3.6732 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4518 loss: 1.4518 2022/08/11 04:35:31 - mmengine - INFO - Epoch(train) [28][720/1879] lr: 2.0000e-03 eta: 7:42:41 time: 0.6473 data_time: 0.0169 memory: 13712 grad_norm: 3.8351 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.6166 loss: 1.6166 2022/08/11 04:35:44 - mmengine - INFO - Epoch(train) [28][740/1879] lr: 2.0000e-03 eta: 7:42:28 time: 0.6593 data_time: 0.0176 memory: 13712 grad_norm: 3.7869 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5869 loss: 1.5869 2022/08/11 04:35:56 - mmengine - INFO - Epoch(train) [28][760/1879] lr: 2.0000e-03 eta: 7:42:14 time: 0.5998 data_time: 0.0150 memory: 13712 grad_norm: 3.8741 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.5835 loss: 1.5835 2022/08/11 04:36:09 - mmengine - INFO - Epoch(train) [28][780/1879] lr: 2.0000e-03 eta: 7:42:00 time: 0.6143 data_time: 0.0200 memory: 13712 grad_norm: 3.8240 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.4133 loss: 1.4133 2022/08/11 04:36:20 - mmengine - INFO - Epoch(train) [28][800/1879] lr: 2.0000e-03 eta: 7:41:46 time: 0.5796 data_time: 0.0171 memory: 13712 grad_norm: 3.7516 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.5707 loss: 1.5707 2022/08/11 04:36:33 - mmengine - INFO - Epoch(train) [28][820/1879] lr: 2.0000e-03 eta: 7:41:33 time: 0.6550 data_time: 0.0911 memory: 13712 grad_norm: 3.7442 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5855 loss: 1.5855 2022/08/11 04:36:45 - mmengine - INFO - Epoch(train) [28][840/1879] lr: 2.0000e-03 eta: 7:41:19 time: 0.5784 data_time: 0.0155 memory: 13712 grad_norm: 3.6985 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5348 loss: 1.5348 2022/08/11 04:36:57 - mmengine - INFO - Epoch(train) [28][860/1879] lr: 2.0000e-03 eta: 7:41:05 time: 0.6285 data_time: 0.0533 memory: 13712 grad_norm: 3.8776 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5361 loss: 1.5361 2022/08/11 04:37:10 - mmengine - INFO - Epoch(train) [28][880/1879] lr: 2.0000e-03 eta: 7:40:51 time: 0.6052 data_time: 0.0182 memory: 13712 grad_norm: 3.7014 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.4534 loss: 1.4534 2022/08/11 04:37:21 - mmengine - INFO - Epoch(train) [28][900/1879] lr: 2.0000e-03 eta: 7:40:37 time: 0.5810 data_time: 0.0191 memory: 13712 grad_norm: 3.7603 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5775 loss: 1.5775 2022/08/11 04:37:33 - mmengine - INFO - Epoch(train) [28][920/1879] lr: 2.0000e-03 eta: 7:40:23 time: 0.5828 data_time: 0.0187 memory: 13712 grad_norm: 3.7283 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3747 loss: 1.3747 2022/08/11 04:37:45 - mmengine - INFO - Epoch(train) [28][940/1879] lr: 2.0000e-03 eta: 7:40:09 time: 0.5859 data_time: 0.0287 memory: 13712 grad_norm: 3.7676 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4361 loss: 1.4361 2022/08/11 04:37:56 - mmengine - INFO - Epoch(train) [28][960/1879] lr: 2.0000e-03 eta: 7:39:55 time: 0.5862 data_time: 0.0206 memory: 13712 grad_norm: 3.7875 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.6758 loss: 1.6758 2022/08/11 04:38:12 - mmengine - INFO - Epoch(train) [28][980/1879] lr: 2.0000e-03 eta: 7:39:44 time: 0.7716 data_time: 0.0176 memory: 13712 grad_norm: 3.7172 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4753 loss: 1.4753 2022/08/11 04:38:23 - mmengine - INFO - Epoch(train) [28][1000/1879] lr: 2.0000e-03 eta: 7:39:29 time: 0.5860 data_time: 0.0161 memory: 13712 grad_norm: 3.7459 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5072 loss: 1.5072 2022/08/11 04:38:35 - mmengine - INFO - Epoch(train) [28][1020/1879] lr: 2.0000e-03 eta: 7:39:15 time: 0.5768 data_time: 0.0200 memory: 13712 grad_norm: 3.7097 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.5508 loss: 1.5508 2022/08/11 04:38:47 - mmengine - INFO - Epoch(train) [28][1040/1879] lr: 2.0000e-03 eta: 7:39:01 time: 0.5868 data_time: 0.0189 memory: 13712 grad_norm: 3.7435 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4542 loss: 1.4542 2022/08/11 04:38:58 - mmengine - INFO - Epoch(train) [28][1060/1879] lr: 2.0000e-03 eta: 7:38:47 time: 0.5786 data_time: 0.0176 memory: 13712 grad_norm: 3.7811 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4796 loss: 1.4796 2022/08/11 04:39:10 - mmengine - INFO - Epoch(train) [28][1080/1879] lr: 2.0000e-03 eta: 7:38:32 time: 0.5787 data_time: 0.0177 memory: 13712 grad_norm: 3.8444 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.4830 loss: 1.4830 2022/08/11 04:39:22 - mmengine - INFO - Epoch(train) [28][1100/1879] lr: 2.0000e-03 eta: 7:38:18 time: 0.5802 data_time: 0.0210 memory: 13712 grad_norm: 3.7522 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4015 loss: 1.4015 2022/08/11 04:39:33 - mmengine - INFO - Epoch(train) [28][1120/1879] lr: 2.0000e-03 eta: 7:38:04 time: 0.5770 data_time: 0.0182 memory: 13712 grad_norm: 3.8075 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.3805 loss: 1.3805 2022/08/11 04:39:45 - mmengine - INFO - Epoch(train) [28][1140/1879] lr: 2.0000e-03 eta: 7:37:50 time: 0.6072 data_time: 0.0186 memory: 13712 grad_norm: 3.8224 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5005 loss: 1.5005 2022/08/11 04:40:00 - mmengine - INFO - Epoch(train) [28][1160/1879] lr: 2.0000e-03 eta: 7:37:39 time: 0.7538 data_time: 0.0608 memory: 13712 grad_norm: 3.7987 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4923 loss: 1.4923 2022/08/11 04:40:13 - mmengine - INFO - Epoch(train) [28][1180/1879] lr: 2.0000e-03 eta: 7:37:25 time: 0.6298 data_time: 0.0378 memory: 13712 grad_norm: 3.7878 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4237 loss: 1.4237 2022/08/11 04:40:25 - mmengine - INFO - Epoch(train) [28][1200/1879] lr: 2.0000e-03 eta: 7:37:11 time: 0.5891 data_time: 0.0151 memory: 13712 grad_norm: 3.8364 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.5562 loss: 1.5562 2022/08/11 04:40:38 - mmengine - INFO - Epoch(train) [28][1220/1879] lr: 2.0000e-03 eta: 7:36:58 time: 0.6561 data_time: 0.0188 memory: 13712 grad_norm: 3.7783 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4818 loss: 1.4818 2022/08/11 04:40:57 - mmengine - INFO - Epoch(train) [28][1240/1879] lr: 2.0000e-03 eta: 7:36:50 time: 0.9710 data_time: 0.3858 memory: 13712 grad_norm: 3.8720 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5546 loss: 1.5546 2022/08/11 04:41:10 - mmengine - INFO - Epoch(train) [28][1260/1879] lr: 2.0000e-03 eta: 7:36:37 time: 0.6295 data_time: 0.0181 memory: 13712 grad_norm: 3.7861 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5054 loss: 1.5054 2022/08/11 04:41:22 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 04:41:32 - mmengine - INFO - Epoch(train) [28][1280/1879] lr: 2.0000e-03 eta: 7:36:31 time: 1.1124 data_time: 0.0284 memory: 13712 grad_norm: 3.7820 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.4417 loss: 1.4417 2022/08/11 04:41:46 - mmengine - INFO - Epoch(train) [28][1300/1879] lr: 2.0000e-03 eta: 7:36:19 time: 0.6997 data_time: 0.0184 memory: 13712 grad_norm: 3.7568 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.5768 loss: 1.5768 2022/08/11 04:41:59 - mmengine - INFO - Epoch(train) [28][1320/1879] lr: 2.0000e-03 eta: 7:36:05 time: 0.6214 data_time: 0.0184 memory: 13712 grad_norm: 3.7208 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3130 loss: 1.3130 2022/08/11 04:42:18 - mmengine - INFO - Epoch(train) [28][1340/1879] lr: 2.0000e-03 eta: 7:35:57 time: 0.9712 data_time: 0.3228 memory: 13712 grad_norm: 3.8143 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.6684 loss: 1.6684 2022/08/11 04:42:29 - mmengine - INFO - Epoch(train) [28][1360/1879] lr: 2.0000e-03 eta: 7:35:43 time: 0.5770 data_time: 0.0125 memory: 13712 grad_norm: 3.8456 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.4972 loss: 1.4972 2022/08/11 04:42:45 - mmengine - INFO - Epoch(train) [28][1380/1879] lr: 2.0000e-03 eta: 7:35:31 time: 0.7506 data_time: 0.0197 memory: 13712 grad_norm: 3.8354 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.6432 loss: 1.6432 2022/08/11 04:42:57 - mmengine - INFO - Epoch(train) [28][1400/1879] lr: 2.0000e-03 eta: 7:35:18 time: 0.6172 data_time: 0.0539 memory: 13712 grad_norm: 3.7219 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4375 loss: 1.4375 2022/08/11 04:43:09 - mmengine - INFO - Epoch(train) [28][1420/1879] lr: 2.0000e-03 eta: 7:35:04 time: 0.5824 data_time: 0.0236 memory: 13712 grad_norm: 3.6955 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3792 loss: 1.3792 2022/08/11 04:43:24 - mmengine - INFO - Epoch(train) [28][1440/1879] lr: 2.0000e-03 eta: 7:34:52 time: 0.7713 data_time: 0.0173 memory: 13712 grad_norm: 3.7991 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4245 loss: 1.4245 2022/08/11 04:43:40 - mmengine - INFO - Epoch(train) [28][1460/1879] lr: 2.0000e-03 eta: 7:34:42 time: 0.7919 data_time: 0.0164 memory: 13712 grad_norm: 3.7761 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4712 loss: 1.4712 2022/08/11 04:43:54 - mmengine - INFO - Epoch(train) [28][1480/1879] lr: 2.0000e-03 eta: 7:34:29 time: 0.7019 data_time: 0.1413 memory: 13712 grad_norm: 3.8049 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.5839 loss: 1.5839 2022/08/11 04:44:07 - mmengine - INFO - Epoch(train) [28][1500/1879] lr: 2.0000e-03 eta: 7:34:17 time: 0.6743 data_time: 0.1098 memory: 13712 grad_norm: 3.7230 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.4557 loss: 1.4557 2022/08/11 04:44:24 - mmengine - INFO - Epoch(train) [28][1520/1879] lr: 2.0000e-03 eta: 7:34:06 time: 0.8140 data_time: 0.0158 memory: 13712 grad_norm: 3.7383 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.4157 loss: 1.4157 2022/08/11 04:44:39 - mmengine - INFO - Epoch(train) [28][1540/1879] lr: 2.0000e-03 eta: 7:33:55 time: 0.7519 data_time: 0.0205 memory: 13712 grad_norm: 3.8464 top1_acc: 0.4375 top5_acc: 0.9375 loss_cls: 1.5948 loss: 1.5948 2022/08/11 04:44:58 - mmengine - INFO - Epoch(train) [28][1560/1879] lr: 2.0000e-03 eta: 7:33:47 time: 0.9912 data_time: 0.0164 memory: 13712 grad_norm: 3.7554 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.4107 loss: 1.4107 2022/08/11 04:45:11 - mmengine - INFO - Epoch(train) [28][1580/1879] lr: 2.0000e-03 eta: 7:33:34 time: 0.6434 data_time: 0.0176 memory: 13712 grad_norm: 3.7223 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6532 loss: 1.6532 2022/08/11 04:45:23 - mmengine - INFO - Epoch(train) [28][1600/1879] lr: 2.0000e-03 eta: 7:33:19 time: 0.5767 data_time: 0.0172 memory: 13712 grad_norm: 3.7863 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5025 loss: 1.5025 2022/08/11 04:45:39 - mmengine - INFO - Epoch(train) [28][1620/1879] lr: 2.0000e-03 eta: 7:33:08 time: 0.7934 data_time: 0.2253 memory: 13712 grad_norm: 3.8462 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3985 loss: 1.3985 2022/08/11 04:45:55 - mmengine - INFO - Epoch(train) [28][1640/1879] lr: 2.0000e-03 eta: 7:32:58 time: 0.8091 data_time: 0.2268 memory: 13712 grad_norm: 3.6973 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.5496 loss: 1.5496 2022/08/11 04:46:08 - mmengine - INFO - Epoch(train) [28][1660/1879] lr: 2.0000e-03 eta: 7:32:45 time: 0.6361 data_time: 0.0594 memory: 13712 grad_norm: 3.7376 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3711 loss: 1.3711 2022/08/11 04:46:25 - mmengine - INFO - Epoch(train) [28][1680/1879] lr: 2.0000e-03 eta: 7:32:35 time: 0.8734 data_time: 0.2146 memory: 13712 grad_norm: 3.6966 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3839 loss: 1.3839 2022/08/11 04:46:41 - mmengine - INFO - Epoch(train) [28][1700/1879] lr: 2.0000e-03 eta: 7:32:24 time: 0.8084 data_time: 0.1540 memory: 13712 grad_norm: 3.7329 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4769 loss: 1.4769 2022/08/11 04:46:59 - mmengine - INFO - Epoch(train) [28][1720/1879] lr: 2.0000e-03 eta: 7:32:15 time: 0.8942 data_time: 0.0933 memory: 13712 grad_norm: 3.7474 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.5589 loss: 1.5589 2022/08/11 04:47:12 - mmengine - INFO - Epoch(train) [28][1740/1879] lr: 2.0000e-03 eta: 7:32:02 time: 0.6339 data_time: 0.0700 memory: 13712 grad_norm: 3.8004 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.5522 loss: 1.5522 2022/08/11 04:47:24 - mmengine - INFO - Epoch(train) [28][1760/1879] lr: 2.0000e-03 eta: 7:31:48 time: 0.6131 data_time: 0.0457 memory: 13712 grad_norm: 3.7478 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5449 loss: 1.5449 2022/08/11 04:47:37 - mmengine - INFO - Epoch(train) [28][1780/1879] lr: 2.0000e-03 eta: 7:31:34 time: 0.6220 data_time: 0.0596 memory: 13712 grad_norm: 3.7789 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4806 loss: 1.4806 2022/08/11 04:47:49 - mmengine - INFO - Epoch(train) [28][1800/1879] lr: 2.0000e-03 eta: 7:31:21 time: 0.6237 data_time: 0.0154 memory: 13712 grad_norm: 3.7615 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4834 loss: 1.4834 2022/08/11 04:48:02 - mmengine - INFO - Epoch(train) [28][1820/1879] lr: 2.0000e-03 eta: 7:31:08 time: 0.6506 data_time: 0.0750 memory: 13712 grad_norm: 3.8400 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5501 loss: 1.5501 2022/08/11 04:48:18 - mmengine - INFO - Epoch(train) [28][1840/1879] lr: 2.0000e-03 eta: 7:30:57 time: 0.8031 data_time: 0.2391 memory: 13712 grad_norm: 3.6783 top1_acc: 0.4375 top5_acc: 0.4375 loss_cls: 1.5535 loss: 1.5535 2022/08/11 04:48:33 - mmengine - INFO - Epoch(train) [28][1860/1879] lr: 2.0000e-03 eta: 7:30:45 time: 0.7317 data_time: 0.0170 memory: 13712 grad_norm: 3.9041 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6708 loss: 1.6708 2022/08/11 04:48:43 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 04:48:43 - mmengine - INFO - Epoch(train) [28][1879/1879] lr: 2.0000e-03 eta: 7:30:45 time: 0.5577 data_time: 0.0162 memory: 13712 grad_norm: 3.8804 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 1.6107 loss: 1.6107 2022/08/11 04:50:08 - mmengine - INFO - Epoch(val) [28][20/155] eta: 0:09:33 time: 4.2483 data_time: 2.8713 memory: 14838 2022/08/11 04:51:10 - mmengine - INFO - Epoch(val) [28][40/155] eta: 0:05:54 time: 3.0798 data_time: 1.7076 memory: 14838 2022/08/11 04:52:24 - mmengine - INFO - Epoch(val) [28][60/155] eta: 0:05:51 time: 3.7030 data_time: 2.3321 memory: 14838 2022/08/11 04:53:23 - mmengine - INFO - Epoch(val) [28][80/155] eta: 0:03:40 time: 2.9405 data_time: 1.5667 memory: 14838 2022/08/11 04:54:40 - mmengine - INFO - Epoch(val) [28][100/155] eta: 0:03:32 time: 3.8638 data_time: 2.4919 memory: 14838 2022/08/11 04:55:41 - mmengine - INFO - Epoch(val) [28][120/155] eta: 0:01:46 time: 3.0347 data_time: 1.6635 memory: 14838 2022/08/11 04:57:01 - mmengine - INFO - Epoch(val) [28][140/155] eta: 0:00:59 time: 3.9835 data_time: 2.6206 memory: 14838 2022/08/11 04:57:42 - mmengine - INFO - Epoch(val) [28][155/155] acc/top1: 0.7065 acc/top5: 0.8958 acc/mean1: 0.7064 2022/08/11 04:57:43 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_r50_dense_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_28.pth is removed 2022/08/11 04:57:44 - mmengine - INFO - The best checkpoint with 0.7065 acc/top1 at 29 epoch is saved to best_acc/top1_epoch_29.pth. 2022/08/11 04:58:07 - mmengine - INFO - Epoch(train) [29][20/1879] lr: 2.0000e-03 eta: 7:30:18 time: 1.1863 data_time: 0.1176 memory: 14838 grad_norm: 3.7455 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.4956 loss: 1.4956 2022/08/11 04:58:19 - mmengine - INFO - Epoch(train) [29][40/1879] lr: 2.0000e-03 eta: 7:30:04 time: 0.5869 data_time: 0.0190 memory: 13712 grad_norm: 3.7539 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4470 loss: 1.4470 2022/08/11 04:58:33 - mmengine - INFO - Epoch(train) [29][60/1879] lr: 2.0000e-03 eta: 7:29:51 time: 0.6735 data_time: 0.0216 memory: 13712 grad_norm: 3.8021 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4516 loss: 1.4516 2022/08/11 04:58:45 - mmengine - INFO - Epoch(train) [29][80/1879] lr: 2.0000e-03 eta: 7:29:38 time: 0.6179 data_time: 0.0176 memory: 13712 grad_norm: 3.7068 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.4035 loss: 1.4035 2022/08/11 04:59:01 - mmengine - INFO - Epoch(train) [29][100/1879] lr: 2.0000e-03 eta: 7:29:26 time: 0.7776 data_time: 0.0231 memory: 13712 grad_norm: 3.8355 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.2544 loss: 1.2544 2022/08/11 04:59:19 - mmengine - INFO - Epoch(train) [29][120/1879] lr: 2.0000e-03 eta: 7:29:18 time: 0.9410 data_time: 0.0191 memory: 13712 grad_norm: 3.7215 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.3407 loss: 1.3407 2022/08/11 04:59:31 - mmengine - INFO - Epoch(train) [29][140/1879] lr: 2.0000e-03 eta: 7:29:04 time: 0.5820 data_time: 0.0167 memory: 13712 grad_norm: 3.6652 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5314 loss: 1.5314 2022/08/11 04:59:43 - mmengine - INFO - Epoch(train) [29][160/1879] lr: 2.0000e-03 eta: 7:28:49 time: 0.5788 data_time: 0.0182 memory: 13712 grad_norm: 3.7744 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.4480 loss: 1.4480 2022/08/11 04:59:54 - mmengine - INFO - Epoch(train) [29][180/1879] lr: 2.0000e-03 eta: 7:28:35 time: 0.5837 data_time: 0.0192 memory: 13712 grad_norm: 3.7446 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.5112 loss: 1.5112 2022/08/11 05:00:06 - mmengine - INFO - Epoch(train) [29][200/1879] lr: 2.0000e-03 eta: 7:28:21 time: 0.5844 data_time: 0.0168 memory: 13712 grad_norm: 3.6520 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.3046 loss: 1.3046 2022/08/11 05:00:18 - mmengine - INFO - Epoch(train) [29][220/1879] lr: 2.0000e-03 eta: 7:28:07 time: 0.6175 data_time: 0.0531 memory: 13712 grad_norm: 3.8917 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6139 loss: 1.6139 2022/08/11 05:00:30 - mmengine - INFO - Epoch(train) [29][240/1879] lr: 2.0000e-03 eta: 7:27:53 time: 0.5836 data_time: 0.0177 memory: 13712 grad_norm: 3.7276 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.3918 loss: 1.3918 2022/08/11 05:00:42 - mmengine - INFO - Epoch(train) [29][260/1879] lr: 2.0000e-03 eta: 7:27:39 time: 0.6035 data_time: 0.0420 memory: 13712 grad_norm: 3.8448 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.5504 loss: 1.5504 2022/08/11 05:00:54 - mmengine - INFO - Epoch(train) [29][280/1879] lr: 2.0000e-03 eta: 7:27:26 time: 0.6093 data_time: 0.0153 memory: 13712 grad_norm: 3.7351 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.6596 loss: 1.6596 2022/08/11 05:01:06 - mmengine - INFO - Epoch(train) [29][300/1879] lr: 2.0000e-03 eta: 7:27:12 time: 0.6005 data_time: 0.0168 memory: 13712 grad_norm: 3.7955 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4882 loss: 1.4882 2022/08/11 05:01:18 - mmengine - INFO - Epoch(train) [29][320/1879] lr: 2.0000e-03 eta: 7:26:57 time: 0.5772 data_time: 0.0179 memory: 13712 grad_norm: 3.7491 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.3080 loss: 1.3080 2022/08/11 05:01:29 - mmengine - INFO - Epoch(train) [29][340/1879] lr: 2.0000e-03 eta: 7:26:43 time: 0.5781 data_time: 0.0196 memory: 13712 grad_norm: 3.7535 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4813 loss: 1.4813 2022/08/11 05:01:41 - mmengine - INFO - Epoch(train) [29][360/1879] lr: 2.0000e-03 eta: 7:26:29 time: 0.5739 data_time: 0.0183 memory: 13712 grad_norm: 3.8027 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.3265 loss: 1.3265 2022/08/11 05:01:52 - mmengine - INFO - Epoch(train) [29][380/1879] lr: 2.0000e-03 eta: 7:26:15 time: 0.5741 data_time: 0.0177 memory: 13712 grad_norm: 3.7700 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.4158 loss: 1.4158 2022/08/11 05:01:57 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 05:02:05 - mmengine - INFO - Epoch(train) [29][400/1879] lr: 2.0000e-03 eta: 7:26:01 time: 0.6097 data_time: 0.0484 memory: 13712 grad_norm: 3.8741 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3812 loss: 1.3812 2022/08/11 05:02:16 - mmengine - INFO - Epoch(train) [29][420/1879] lr: 2.0000e-03 eta: 7:25:47 time: 0.5790 data_time: 0.0184 memory: 13712 grad_norm: 3.8774 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4211 loss: 1.4211 2022/08/11 05:02:28 - mmengine - INFO - Epoch(train) [29][440/1879] lr: 2.0000e-03 eta: 7:25:33 time: 0.5846 data_time: 0.0242 memory: 13712 grad_norm: 3.7135 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5266 loss: 1.5266 2022/08/11 05:02:40 - mmengine - INFO - Epoch(train) [29][460/1879] lr: 2.0000e-03 eta: 7:25:18 time: 0.5919 data_time: 0.0179 memory: 13712 grad_norm: 3.7946 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4316 loss: 1.4316 2022/08/11 05:02:51 - mmengine - INFO - Epoch(train) [29][480/1879] lr: 2.0000e-03 eta: 7:25:04 time: 0.5797 data_time: 0.0194 memory: 13712 grad_norm: 3.7313 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3527 loss: 1.3527 2022/08/11 05:03:03 - mmengine - INFO - Epoch(train) [29][500/1879] lr: 2.0000e-03 eta: 7:24:50 time: 0.5790 data_time: 0.0166 memory: 13712 grad_norm: 3.8067 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.4631 loss: 1.4631 2022/08/11 05:03:15 - mmengine - INFO - Epoch(train) [29][520/1879] lr: 2.0000e-03 eta: 7:24:36 time: 0.5887 data_time: 0.0186 memory: 13712 grad_norm: 3.8026 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.6413 loss: 1.6413 2022/08/11 05:03:26 - mmengine - INFO - Epoch(train) [29][540/1879] lr: 2.0000e-03 eta: 7:24:22 time: 0.5768 data_time: 0.0178 memory: 13712 grad_norm: 3.8835 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.6290 loss: 1.6290 2022/08/11 05:03:38 - mmengine - INFO - Epoch(train) [29][560/1879] lr: 2.0000e-03 eta: 7:24:08 time: 0.5806 data_time: 0.0195 memory: 13712 grad_norm: 3.7625 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5707 loss: 1.5707 2022/08/11 05:03:49 - mmengine - INFO - Epoch(train) [29][580/1879] lr: 2.0000e-03 eta: 7:23:53 time: 0.5766 data_time: 0.0194 memory: 13712 grad_norm: 3.6337 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.4313 loss: 1.4313 2022/08/11 05:04:01 - mmengine - INFO - Epoch(train) [29][600/1879] lr: 2.0000e-03 eta: 7:23:39 time: 0.5818 data_time: 0.0212 memory: 13712 grad_norm: 3.8391 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.4584 loss: 1.4584 2022/08/11 05:04:13 - mmengine - INFO - Epoch(train) [29][620/1879] lr: 2.0000e-03 eta: 7:23:25 time: 0.5786 data_time: 0.0150 memory: 13712 grad_norm: 3.7106 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.5886 loss: 1.5886 2022/08/11 05:04:24 - mmengine - INFO - Epoch(train) [29][640/1879] lr: 2.0000e-03 eta: 7:23:11 time: 0.5786 data_time: 0.0217 memory: 13712 grad_norm: 3.7768 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5291 loss: 1.5291 2022/08/11 05:04:36 - mmengine - INFO - Epoch(train) [29][660/1879] lr: 2.0000e-03 eta: 7:22:56 time: 0.5743 data_time: 0.0155 memory: 13712 grad_norm: 3.6685 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.4850 loss: 1.4850 2022/08/11 05:04:47 - mmengine - INFO - Epoch(train) [29][680/1879] lr: 2.0000e-03 eta: 7:22:42 time: 0.5694 data_time: 0.0179 memory: 13712 grad_norm: 3.8664 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5167 loss: 1.5167 2022/08/11 05:04:59 - mmengine - INFO - Epoch(train) [29][700/1879] lr: 2.0000e-03 eta: 7:22:28 time: 0.5749 data_time: 0.0179 memory: 13712 grad_norm: 3.7810 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5380 loss: 1.5380 2022/08/11 05:05:10 - mmengine - INFO - Epoch(train) [29][720/1879] lr: 2.0000e-03 eta: 7:22:14 time: 0.5752 data_time: 0.0171 memory: 13712 grad_norm: 3.9163 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3985 loss: 1.3985 2022/08/11 05:05:23 - mmengine - INFO - Epoch(train) [29][740/1879] lr: 2.0000e-03 eta: 7:22:01 time: 0.6538 data_time: 0.0893 memory: 13712 grad_norm: 3.7673 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.4516 loss: 1.4516 2022/08/11 05:05:35 - mmengine - INFO - Epoch(train) [29][760/1879] lr: 2.0000e-03 eta: 7:21:46 time: 0.5729 data_time: 0.0184 memory: 13712 grad_norm: 3.8073 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.7407 loss: 1.7407 2022/08/11 05:05:46 - mmengine - INFO - Epoch(train) [29][780/1879] lr: 2.0000e-03 eta: 7:21:32 time: 0.5695 data_time: 0.0179 memory: 13712 grad_norm: 3.7726 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.4349 loss: 1.4349 2022/08/11 05:05:58 - mmengine - INFO - Epoch(train) [29][800/1879] lr: 2.0000e-03 eta: 7:21:18 time: 0.5751 data_time: 0.0191 memory: 13712 grad_norm: 3.8022 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.2657 loss: 1.2657 2022/08/11 05:06:09 - mmengine - INFO - Epoch(train) [29][820/1879] lr: 2.0000e-03 eta: 7:21:03 time: 0.5732 data_time: 0.0178 memory: 13712 grad_norm: 3.7358 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.4089 loss: 1.4089 2022/08/11 05:06:21 - mmengine - INFO - Epoch(train) [29][840/1879] lr: 2.0000e-03 eta: 7:20:49 time: 0.5742 data_time: 0.0174 memory: 13712 grad_norm: 3.7395 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.5034 loss: 1.5034 2022/08/11 05:06:32 - mmengine - INFO - Epoch(train) [29][860/1879] lr: 2.0000e-03 eta: 7:20:35 time: 0.5728 data_time: 0.0176 memory: 13712 grad_norm: 3.8801 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.5234 loss: 1.5234 2022/08/11 05:06:43 - mmengine - INFO - Epoch(train) [29][880/1879] lr: 2.0000e-03 eta: 7:20:21 time: 0.5726 data_time: 0.0184 memory: 13712 grad_norm: 3.8071 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.7041 loss: 1.7041 2022/08/11 05:06:55 - mmengine - INFO - Epoch(train) [29][900/1879] lr: 2.0000e-03 eta: 7:20:06 time: 0.5742 data_time: 0.0190 memory: 13712 grad_norm: 3.6979 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.4157 loss: 1.4157 2022/08/11 05:07:06 - mmengine - INFO - Epoch(train) [29][920/1879] lr: 2.0000e-03 eta: 7:19:52 time: 0.5750 data_time: 0.0170 memory: 13712 grad_norm: 3.8443 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5348 loss: 1.5348 2022/08/11 05:07:18 - mmengine - INFO - Epoch(train) [29][940/1879] lr: 2.0000e-03 eta: 7:19:38 time: 0.5852 data_time: 0.0181 memory: 13712 grad_norm: 3.8690 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4863 loss: 1.4863 2022/08/11 05:07:30 - mmengine - INFO - Epoch(train) [29][960/1879] lr: 2.0000e-03 eta: 7:19:24 time: 0.5731 data_time: 0.0179 memory: 13712 grad_norm: 3.8248 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.6235 loss: 1.6235 2022/08/11 05:07:41 - mmengine - INFO - Epoch(train) [29][980/1879] lr: 2.0000e-03 eta: 7:19:10 time: 0.5893 data_time: 0.0212 memory: 13712 grad_norm: 3.8091 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.3577 loss: 1.3577 2022/08/11 05:07:53 - mmengine - INFO - Epoch(train) [29][1000/1879] lr: 2.0000e-03 eta: 7:18:55 time: 0.5748 data_time: 0.0159 memory: 13712 grad_norm: 3.7681 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5362 loss: 1.5362 2022/08/11 05:08:04 - mmengine - INFO - Epoch(train) [29][1020/1879] lr: 2.0000e-03 eta: 7:18:41 time: 0.5759 data_time: 0.0183 memory: 13712 grad_norm: 3.7084 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5480 loss: 1.5480 2022/08/11 05:08:16 - mmengine - INFO - Epoch(train) [29][1040/1879] lr: 2.0000e-03 eta: 7:18:27 time: 0.5736 data_time: 0.0174 memory: 13712 grad_norm: 3.7711 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.5031 loss: 1.5031 2022/08/11 05:08:27 - mmengine - INFO - Epoch(train) [29][1060/1879] lr: 2.0000e-03 eta: 7:18:13 time: 0.5709 data_time: 0.0178 memory: 13712 grad_norm: 3.8224 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4463 loss: 1.4463 2022/08/11 05:08:39 - mmengine - INFO - Epoch(train) [29][1080/1879] lr: 2.0000e-03 eta: 7:17:58 time: 0.5757 data_time: 0.0182 memory: 13712 grad_norm: 3.9072 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.5985 loss: 1.5985 2022/08/11 05:08:50 - mmengine - INFO - Epoch(train) [29][1100/1879] lr: 2.0000e-03 eta: 7:17:44 time: 0.5725 data_time: 0.0190 memory: 13712 grad_norm: 3.8369 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6075 loss: 1.6075 2022/08/11 05:09:02 - mmengine - INFO - Epoch(train) [29][1120/1879] lr: 2.0000e-03 eta: 7:17:30 time: 0.5842 data_time: 0.0319 memory: 13712 grad_norm: 3.8544 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.6106 loss: 1.6106 2022/08/11 05:09:14 - mmengine - INFO - Epoch(train) [29][1140/1879] lr: 2.0000e-03 eta: 7:17:16 time: 0.5772 data_time: 0.0163 memory: 13712 grad_norm: 3.7785 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.6134 loss: 1.6134 2022/08/11 05:09:25 - mmengine - INFO - Epoch(train) [29][1160/1879] lr: 2.0000e-03 eta: 7:17:02 time: 0.5754 data_time: 0.0188 memory: 13712 grad_norm: 3.8064 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4226 loss: 1.4226 2022/08/11 05:09:37 - mmengine - INFO - Epoch(train) [29][1180/1879] lr: 2.0000e-03 eta: 7:16:48 time: 0.6003 data_time: 0.0183 memory: 13712 grad_norm: 3.8389 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3547 loss: 1.3547 2022/08/11 05:09:49 - mmengine - INFO - Epoch(train) [29][1200/1879] lr: 2.0000e-03 eta: 7:16:34 time: 0.5771 data_time: 0.0180 memory: 13712 grad_norm: 3.7065 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.3642 loss: 1.3642 2022/08/11 05:10:00 - mmengine - INFO - Epoch(train) [29][1220/1879] lr: 2.0000e-03 eta: 7:16:20 time: 0.5817 data_time: 0.0182 memory: 13712 grad_norm: 3.8140 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5748 loss: 1.5748 2022/08/11 05:10:12 - mmengine - INFO - Epoch(train) [29][1240/1879] lr: 2.0000e-03 eta: 7:16:06 time: 0.5825 data_time: 0.0187 memory: 13712 grad_norm: 3.7929 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.6937 loss: 1.6937 2022/08/11 05:10:23 - mmengine - INFO - Epoch(train) [29][1260/1879] lr: 2.0000e-03 eta: 7:15:51 time: 0.5757 data_time: 0.0185 memory: 13712 grad_norm: 3.7284 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.4412 loss: 1.4412 2022/08/11 05:10:35 - mmengine - INFO - Epoch(train) [29][1280/1879] lr: 2.0000e-03 eta: 7:15:37 time: 0.5739 data_time: 0.0169 memory: 13712 grad_norm: 3.8259 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.4449 loss: 1.4449 2022/08/11 05:10:46 - mmengine - INFO - Epoch(train) [29][1300/1879] lr: 2.0000e-03 eta: 7:15:23 time: 0.5719 data_time: 0.0184 memory: 13712 grad_norm: 3.7860 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.6453 loss: 1.6453 2022/08/11 05:10:58 - mmengine - INFO - Epoch(train) [29][1320/1879] lr: 2.0000e-03 eta: 7:15:09 time: 0.5726 data_time: 0.0188 memory: 13712 grad_norm: 3.7774 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3958 loss: 1.3958 2022/08/11 05:11:09 - mmengine - INFO - Epoch(train) [29][1340/1879] lr: 2.0000e-03 eta: 7:14:54 time: 0.5734 data_time: 0.0187 memory: 13712 grad_norm: 3.8358 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4374 loss: 1.4374 2022/08/11 05:11:21 - mmengine - INFO - Epoch(train) [29][1360/1879] lr: 2.0000e-03 eta: 7:14:40 time: 0.5799 data_time: 0.0182 memory: 13712 grad_norm: 3.7660 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.4268 loss: 1.4268 2022/08/11 05:11:32 - mmengine - INFO - Epoch(train) [29][1380/1879] lr: 2.0000e-03 eta: 7:14:26 time: 0.5690 data_time: 0.0179 memory: 13712 grad_norm: 3.8611 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4708 loss: 1.4708 2022/08/11 05:11:37 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 05:11:44 - mmengine - INFO - Epoch(train) [29][1400/1879] lr: 2.0000e-03 eta: 7:14:12 time: 0.5784 data_time: 0.0258 memory: 13712 grad_norm: 3.8402 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.5434 loss: 1.5434 2022/08/11 05:11:55 - mmengine - INFO - Epoch(train) [29][1420/1879] lr: 2.0000e-03 eta: 7:13:58 time: 0.5699 data_time: 0.0188 memory: 13712 grad_norm: 3.7829 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4213 loss: 1.4213 2022/08/11 05:12:07 - mmengine - INFO - Epoch(train) [29][1440/1879] lr: 2.0000e-03 eta: 7:13:44 time: 0.6018 data_time: 0.0206 memory: 13712 grad_norm: 3.7946 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.4843 loss: 1.4843 2022/08/11 05:12:19 - mmengine - INFO - Epoch(train) [29][1460/1879] lr: 2.0000e-03 eta: 7:13:30 time: 0.5687 data_time: 0.0191 memory: 13712 grad_norm: 3.7998 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3716 loss: 1.3716 2022/08/11 05:12:30 - mmengine - INFO - Epoch(train) [29][1480/1879] lr: 2.0000e-03 eta: 7:13:15 time: 0.5739 data_time: 0.0201 memory: 13712 grad_norm: 3.8031 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4352 loss: 1.4352 2022/08/11 05:12:42 - mmengine - INFO - Epoch(train) [29][1500/1879] lr: 2.0000e-03 eta: 7:13:01 time: 0.5699 data_time: 0.0188 memory: 13712 grad_norm: 3.7530 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4570 loss: 1.4570 2022/08/11 05:12:53 - mmengine - INFO - Epoch(train) [29][1520/1879] lr: 2.0000e-03 eta: 7:12:47 time: 0.5699 data_time: 0.0182 memory: 13712 grad_norm: 3.7771 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4794 loss: 1.4794 2022/08/11 05:13:05 - mmengine - INFO - Epoch(train) [29][1540/1879] lr: 2.0000e-03 eta: 7:12:33 time: 0.5780 data_time: 0.0186 memory: 13712 grad_norm: 3.9474 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.6184 loss: 1.6184 2022/08/11 05:13:16 - mmengine - INFO - Epoch(train) [29][1560/1879] lr: 2.0000e-03 eta: 7:12:18 time: 0.5716 data_time: 0.0192 memory: 13712 grad_norm: 3.7972 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.4557 loss: 1.4557 2022/08/11 05:13:28 - mmengine - INFO - Epoch(train) [29][1580/1879] lr: 2.0000e-03 eta: 7:12:04 time: 0.5838 data_time: 0.0197 memory: 13712 grad_norm: 3.7346 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.4224 loss: 1.4224 2022/08/11 05:13:39 - mmengine - INFO - Epoch(train) [29][1600/1879] lr: 2.0000e-03 eta: 7:11:50 time: 0.5738 data_time: 0.0170 memory: 13712 grad_norm: 3.8407 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5148 loss: 1.5148 2022/08/11 05:13:51 - mmengine - INFO - Epoch(train) [29][1620/1879] lr: 2.0000e-03 eta: 7:11:36 time: 0.5734 data_time: 0.0197 memory: 13712 grad_norm: 3.8410 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.6225 loss: 1.6225 2022/08/11 05:14:02 - mmengine - INFO - Epoch(train) [29][1640/1879] lr: 2.0000e-03 eta: 7:11:22 time: 0.5729 data_time: 0.0198 memory: 13712 grad_norm: 3.7969 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3846 loss: 1.3846 2022/08/11 05:14:14 - mmengine - INFO - Epoch(train) [29][1660/1879] lr: 2.0000e-03 eta: 7:11:08 time: 0.5741 data_time: 0.0181 memory: 13712 grad_norm: 3.8652 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.6780 loss: 1.6780 2022/08/11 05:14:25 - mmengine - INFO - Epoch(train) [29][1680/1879] lr: 2.0000e-03 eta: 7:10:54 time: 0.5870 data_time: 0.0166 memory: 13712 grad_norm: 3.8522 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.3519 loss: 1.3519 2022/08/11 05:14:37 - mmengine - INFO - Epoch(train) [29][1700/1879] lr: 2.0000e-03 eta: 7:10:40 time: 0.5734 data_time: 0.0187 memory: 13712 grad_norm: 3.7700 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.5072 loss: 1.5072 2022/08/11 05:14:48 - mmengine - INFO - Epoch(train) [29][1720/1879] lr: 2.0000e-03 eta: 7:10:25 time: 0.5740 data_time: 0.0181 memory: 13712 grad_norm: 3.7230 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6101 loss: 1.6101 2022/08/11 05:15:00 - mmengine - INFO - Epoch(train) [29][1740/1879] lr: 2.0000e-03 eta: 7:10:11 time: 0.5742 data_time: 0.0172 memory: 13712 grad_norm: 3.7682 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4029 loss: 1.4029 2022/08/11 05:15:11 - mmengine - INFO - Epoch(train) [29][1760/1879] lr: 2.0000e-03 eta: 7:09:57 time: 0.5808 data_time: 0.0199 memory: 13712 grad_norm: 3.8551 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.4781 loss: 1.4781 2022/08/11 05:15:23 - mmengine - INFO - Epoch(train) [29][1780/1879] lr: 2.0000e-03 eta: 7:09:43 time: 0.5849 data_time: 0.0182 memory: 13712 grad_norm: 3.7784 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.4718 loss: 1.4718 2022/08/11 05:15:35 - mmengine - INFO - Epoch(train) [29][1800/1879] lr: 2.0000e-03 eta: 7:09:29 time: 0.5786 data_time: 0.0204 memory: 13712 grad_norm: 3.8357 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.4673 loss: 1.4673 2022/08/11 05:15:46 - mmengine - INFO - Epoch(train) [29][1820/1879] lr: 2.0000e-03 eta: 7:09:15 time: 0.5798 data_time: 0.0177 memory: 13712 grad_norm: 3.8229 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.4843 loss: 1.4843 2022/08/11 05:15:58 - mmengine - INFO - Epoch(train) [29][1840/1879] lr: 2.0000e-03 eta: 7:09:01 time: 0.5801 data_time: 0.0202 memory: 13712 grad_norm: 3.8188 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5791 loss: 1.5791 2022/08/11 05:16:10 - mmengine - INFO - Epoch(train) [29][1860/1879] lr: 2.0000e-03 eta: 7:08:47 time: 0.5826 data_time: 0.0171 memory: 13712 grad_norm: 3.8285 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3635 loss: 1.3635 2022/08/11 05:16:21 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 05:16:21 - mmengine - INFO - Epoch(train) [29][1879/1879] lr: 2.0000e-03 eta: 7:08:47 time: 0.5794 data_time: 0.0169 memory: 13712 grad_norm: 3.9060 top1_acc: 0.2857 top5_acc: 0.7143 loss_cls: 1.5424 loss: 1.5424 2022/08/11 05:17:42 - mmengine - INFO - Epoch(val) [29][20/155] eta: 0:09:05 time: 4.0420 data_time: 2.6633 memory: 14838 2022/08/11 05:18:39 - mmengine - INFO - Epoch(val) [29][40/155] eta: 0:05:31 time: 2.8858 data_time: 1.5038 memory: 14838 2022/08/11 05:19:43 - mmengine - INFO - Epoch(val) [29][60/155] eta: 0:05:04 time: 3.2007 data_time: 1.8251 memory: 14838 2022/08/11 05:20:54 - mmengine - INFO - Epoch(val) [29][80/155] eta: 0:04:25 time: 3.5397 data_time: 2.1646 memory: 14838 2022/08/11 05:21:55 - mmengine - INFO - Epoch(val) [29][100/155] eta: 0:02:47 time: 3.0370 data_time: 1.6632 memory: 14838 2022/08/11 05:23:01 - mmengine - INFO - Epoch(val) [29][120/155] eta: 0:01:56 time: 3.3174 data_time: 1.9426 memory: 14838 2022/08/11 05:24:15 - mmengine - INFO - Epoch(val) [29][140/155] eta: 0:00:55 time: 3.7007 data_time: 2.3306 memory: 14838 2022/08/11 05:25:02 - mmengine - INFO - Epoch(val) [29][155/155] acc/top1: 0.7047 acc/top5: 0.8950 acc/mean1: 0.7047 2022/08/11 05:25:30 - mmengine - INFO - Epoch(train) [30][20/1879] lr: 2.0000e-03 eta: 7:08:23 time: 1.3800 data_time: 0.4596 memory: 14838 grad_norm: 3.8799 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5843 loss: 1.5843 2022/08/11 05:25:41 - mmengine - INFO - Epoch(train) [30][40/1879] lr: 2.0000e-03 eta: 7:08:09 time: 0.5780 data_time: 0.0164 memory: 13712 grad_norm: 3.7765 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4506 loss: 1.4506 2022/08/11 05:25:53 - mmengine - INFO - Epoch(train) [30][60/1879] lr: 2.0000e-03 eta: 7:07:55 time: 0.5758 data_time: 0.0190 memory: 13712 grad_norm: 3.7882 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.4644 loss: 1.4644 2022/08/11 05:26:05 - mmengine - INFO - Epoch(train) [30][80/1879] lr: 2.0000e-03 eta: 7:07:41 time: 0.6313 data_time: 0.0167 memory: 13712 grad_norm: 3.8125 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6012 loss: 1.6012 2022/08/11 05:26:17 - mmengine - INFO - Epoch(train) [30][100/1879] lr: 2.0000e-03 eta: 7:07:28 time: 0.6073 data_time: 0.0196 memory: 13712 grad_norm: 3.7637 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.6862 loss: 1.6862 2022/08/11 05:26:29 - mmengine - INFO - Epoch(train) [30][120/1879] lr: 2.0000e-03 eta: 7:07:14 time: 0.5772 data_time: 0.0169 memory: 13712 grad_norm: 3.8102 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.5149 loss: 1.5149 2022/08/11 05:26:41 - mmengine - INFO - Epoch(train) [30][140/1879] lr: 2.0000e-03 eta: 7:07:00 time: 0.5772 data_time: 0.0194 memory: 13712 grad_norm: 3.7905 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.3605 loss: 1.3605 2022/08/11 05:26:52 - mmengine - INFO - Epoch(train) [30][160/1879] lr: 2.0000e-03 eta: 7:06:45 time: 0.5829 data_time: 0.0207 memory: 13712 grad_norm: 3.8003 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5268 loss: 1.5268 2022/08/11 05:27:04 - mmengine - INFO - Epoch(train) [30][180/1879] lr: 2.0000e-03 eta: 7:06:31 time: 0.5839 data_time: 0.0164 memory: 13712 grad_norm: 3.8201 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.6085 loss: 1.6085 2022/08/11 05:27:15 - mmengine - INFO - Epoch(train) [30][200/1879] lr: 2.0000e-03 eta: 7:06:17 time: 0.5772 data_time: 0.0205 memory: 13712 grad_norm: 3.8070 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.6082 loss: 1.6082 2022/08/11 05:27:27 - mmengine - INFO - Epoch(train) [30][220/1879] lr: 2.0000e-03 eta: 7:06:03 time: 0.5760 data_time: 0.0170 memory: 13712 grad_norm: 3.8464 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3940 loss: 1.3940 2022/08/11 05:27:39 - mmengine - INFO - Epoch(train) [30][240/1879] lr: 2.0000e-03 eta: 7:05:49 time: 0.5769 data_time: 0.0183 memory: 13712 grad_norm: 3.7474 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.5146 loss: 1.5146 2022/08/11 05:27:50 - mmengine - INFO - Epoch(train) [30][260/1879] lr: 2.0000e-03 eta: 7:05:35 time: 0.5724 data_time: 0.0174 memory: 13712 grad_norm: 3.7974 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 1.4815 loss: 1.4815 2022/08/11 05:28:02 - mmengine - INFO - Epoch(train) [30][280/1879] lr: 2.0000e-03 eta: 7:05:21 time: 0.5815 data_time: 0.0176 memory: 13712 grad_norm: 3.7773 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4714 loss: 1.4714 2022/08/11 05:28:13 - mmengine - INFO - Epoch(train) [30][300/1879] lr: 2.0000e-03 eta: 7:05:07 time: 0.5829 data_time: 0.0179 memory: 13712 grad_norm: 3.7382 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.3656 loss: 1.3656 2022/08/11 05:28:25 - mmengine - INFO - Epoch(train) [30][320/1879] lr: 2.0000e-03 eta: 7:04:53 time: 0.5781 data_time: 0.0180 memory: 13712 grad_norm: 3.8702 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.5633 loss: 1.5633 2022/08/11 05:28:38 - mmengine - INFO - Epoch(train) [30][340/1879] lr: 2.0000e-03 eta: 7:04:40 time: 0.6663 data_time: 0.0185 memory: 13712 grad_norm: 3.7685 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5147 loss: 1.5147 2022/08/11 05:28:51 - mmengine - INFO - Epoch(train) [30][360/1879] lr: 2.0000e-03 eta: 7:04:27 time: 0.6156 data_time: 0.0188 memory: 13712 grad_norm: 3.9231 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.7536 loss: 1.7536 2022/08/11 05:29:02 - mmengine - INFO - Epoch(train) [30][380/1879] lr: 2.0000e-03 eta: 7:04:13 time: 0.5887 data_time: 0.0177 memory: 13712 grad_norm: 3.8589 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5694 loss: 1.5694 2022/08/11 05:29:14 - mmengine - INFO - Epoch(train) [30][400/1879] lr: 2.0000e-03 eta: 7:03:59 time: 0.5819 data_time: 0.0203 memory: 13712 grad_norm: 3.8278 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.4927 loss: 1.4927 2022/08/11 05:29:25 - mmengine - INFO - Epoch(train) [30][420/1879] lr: 2.0000e-03 eta: 7:03:45 time: 0.5743 data_time: 0.0167 memory: 13712 grad_norm: 3.9780 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5247 loss: 1.5247 2022/08/11 05:29:37 - mmengine - INFO - Epoch(train) [30][440/1879] lr: 2.0000e-03 eta: 7:03:30 time: 0.5724 data_time: 0.0177 memory: 13712 grad_norm: 3.8031 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4345 loss: 1.4345 2022/08/11 05:29:48 - mmengine - INFO - Epoch(train) [30][460/1879] lr: 2.0000e-03 eta: 7:03:16 time: 0.5736 data_time: 0.0186 memory: 13712 grad_norm: 3.8027 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.5068 loss: 1.5068 2022/08/11 05:30:00 - mmengine - INFO - Epoch(train) [30][480/1879] lr: 2.0000e-03 eta: 7:03:02 time: 0.5753 data_time: 0.0197 memory: 13712 grad_norm: 3.9092 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6324 loss: 1.6324 2022/08/11 05:30:11 - mmengine - INFO - Epoch(train) [30][500/1879] lr: 2.0000e-03 eta: 7:02:48 time: 0.5798 data_time: 0.0160 memory: 13712 grad_norm: 3.9062 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5354 loss: 1.5354 2022/08/11 05:30:17 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 05:30:23 - mmengine - INFO - Epoch(train) [30][520/1879] lr: 2.0000e-03 eta: 7:02:34 time: 0.5796 data_time: 0.0263 memory: 13712 grad_norm: 3.8315 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5534 loss: 1.5534 2022/08/11 05:30:35 - mmengine - INFO - Epoch(train) [30][540/1879] lr: 2.0000e-03 eta: 7:02:20 time: 0.5757 data_time: 0.0171 memory: 13712 grad_norm: 3.8126 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4582 loss: 1.4582 2022/08/11 05:30:46 - mmengine - INFO - Epoch(train) [30][560/1879] lr: 2.0000e-03 eta: 7:02:06 time: 0.5738 data_time: 0.0207 memory: 13712 grad_norm: 3.7372 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.4548 loss: 1.4548 2022/08/11 05:30:58 - mmengine - INFO - Epoch(train) [30][580/1879] lr: 2.0000e-03 eta: 7:01:52 time: 0.5799 data_time: 0.0167 memory: 13712 grad_norm: 3.8117 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.5398 loss: 1.5398 2022/08/11 05:31:09 - mmengine - INFO - Epoch(train) [30][600/1879] lr: 2.0000e-03 eta: 7:01:38 time: 0.5762 data_time: 0.0193 memory: 13712 grad_norm: 3.9408 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5363 loss: 1.5363 2022/08/11 05:31:21 - mmengine - INFO - Epoch(train) [30][620/1879] lr: 2.0000e-03 eta: 7:01:24 time: 0.5781 data_time: 0.0162 memory: 13712 grad_norm: 3.7658 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5191 loss: 1.5191 2022/08/11 05:31:32 - mmengine - INFO - Epoch(train) [30][640/1879] lr: 2.0000e-03 eta: 7:01:10 time: 0.5802 data_time: 0.0185 memory: 13712 grad_norm: 3.6899 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5085 loss: 1.5085 2022/08/11 05:31:44 - mmengine - INFO - Epoch(train) [30][660/1879] lr: 2.0000e-03 eta: 7:00:56 time: 0.5835 data_time: 0.0182 memory: 13712 grad_norm: 3.8112 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5392 loss: 1.5392 2022/08/11 05:31:56 - mmengine - INFO - Epoch(train) [30][680/1879] lr: 2.0000e-03 eta: 7:00:42 time: 0.5837 data_time: 0.0185 memory: 13712 grad_norm: 3.8847 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.4515 loss: 1.4515 2022/08/11 05:32:08 - mmengine - INFO - Epoch(train) [30][700/1879] lr: 2.0000e-03 eta: 7:00:28 time: 0.5954 data_time: 0.0301 memory: 13712 grad_norm: 3.9482 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5649 loss: 1.5649 2022/08/11 05:32:21 - mmengine - INFO - Epoch(train) [30][720/1879] lr: 2.0000e-03 eta: 7:00:15 time: 0.6503 data_time: 0.0828 memory: 13712 grad_norm: 3.8186 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.5135 loss: 1.5135 2022/08/11 05:32:33 - mmengine - INFO - Epoch(train) [30][740/1879] lr: 2.0000e-03 eta: 7:00:01 time: 0.5965 data_time: 0.0236 memory: 13712 grad_norm: 3.8436 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4149 loss: 1.4149 2022/08/11 05:32:46 - mmengine - INFO - Epoch(train) [30][760/1879] lr: 2.0000e-03 eta: 6:59:48 time: 0.6471 data_time: 0.0751 memory: 13712 grad_norm: 3.8811 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4478 loss: 1.4478 2022/08/11 05:32:57 - mmengine - INFO - Epoch(train) [30][780/1879] lr: 2.0000e-03 eta: 6:59:34 time: 0.5757 data_time: 0.0158 memory: 13712 grad_norm: 3.8228 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4109 loss: 1.4109 2022/08/11 05:33:09 - mmengine - INFO - Epoch(train) [30][800/1879] lr: 2.0000e-03 eta: 6:59:20 time: 0.5801 data_time: 0.0214 memory: 13712 grad_norm: 3.8180 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4047 loss: 1.4047 2022/08/11 05:33:20 - mmengine - INFO - Epoch(train) [30][820/1879] lr: 2.0000e-03 eta: 6:59:06 time: 0.5741 data_time: 0.0178 memory: 13712 grad_norm: 3.8303 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3171 loss: 1.3171 2022/08/11 05:33:32 - mmengine - INFO - Epoch(train) [30][840/1879] lr: 2.0000e-03 eta: 6:58:52 time: 0.5756 data_time: 0.0177 memory: 13712 grad_norm: 3.8439 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.6964 loss: 1.6964 2022/08/11 05:33:43 - mmengine - INFO - Epoch(train) [30][860/1879] lr: 2.0000e-03 eta: 6:58:38 time: 0.5725 data_time: 0.0186 memory: 13712 grad_norm: 3.8558 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.6978 loss: 1.6978 2022/08/11 05:33:55 - mmengine - INFO - Epoch(train) [30][880/1879] lr: 2.0000e-03 eta: 6:58:24 time: 0.5774 data_time: 0.0173 memory: 13712 grad_norm: 3.8345 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.4363 loss: 1.4363 2022/08/11 05:34:06 - mmengine - INFO - Epoch(train) [30][900/1879] lr: 2.0000e-03 eta: 6:58:10 time: 0.5855 data_time: 0.0180 memory: 13712 grad_norm: 3.9016 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 1.4785 loss: 1.4785 2022/08/11 05:34:20 - mmengine - INFO - Epoch(train) [30][920/1879] lr: 2.0000e-03 eta: 6:57:57 time: 0.6707 data_time: 0.0182 memory: 13712 grad_norm: 3.7667 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3302 loss: 1.3302 2022/08/11 05:34:34 - mmengine - INFO - Epoch(train) [30][940/1879] lr: 2.0000e-03 eta: 6:57:45 time: 0.6939 data_time: 0.0300 memory: 13712 grad_norm: 3.7797 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6001 loss: 1.6001 2022/08/11 05:34:46 - mmengine - INFO - Epoch(train) [30][960/1879] lr: 2.0000e-03 eta: 6:57:31 time: 0.6282 data_time: 0.0180 memory: 13712 grad_norm: 3.9325 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5596 loss: 1.5596 2022/08/11 05:34:58 - mmengine - INFO - Epoch(train) [30][980/1879] lr: 2.0000e-03 eta: 6:57:17 time: 0.5915 data_time: 0.0208 memory: 13712 grad_norm: 3.8469 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.4059 loss: 1.4059 2022/08/11 05:35:13 - mmengine - INFO - Epoch(train) [30][1000/1879] lr: 2.0000e-03 eta: 6:57:06 time: 0.7305 data_time: 0.0230 memory: 13712 grad_norm: 3.7810 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.4120 loss: 1.4120 2022/08/11 05:35:27 - mmengine - INFO - Epoch(train) [30][1020/1879] lr: 2.0000e-03 eta: 6:56:53 time: 0.7011 data_time: 0.0202 memory: 13712 grad_norm: 3.7998 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.4392 loss: 1.4392 2022/08/11 05:35:38 - mmengine - INFO - Epoch(train) [30][1040/1879] lr: 2.0000e-03 eta: 6:56:39 time: 0.5822 data_time: 0.0180 memory: 13712 grad_norm: 3.7741 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3374 loss: 1.3374 2022/08/11 05:35:50 - mmengine - INFO - Epoch(train) [30][1060/1879] lr: 2.0000e-03 eta: 6:56:25 time: 0.5840 data_time: 0.0203 memory: 13712 grad_norm: 3.7352 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4854 loss: 1.4854 2022/08/11 05:36:02 - mmengine - INFO - Epoch(train) [30][1080/1879] lr: 2.0000e-03 eta: 6:56:11 time: 0.5865 data_time: 0.0155 memory: 13712 grad_norm: 3.8292 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5487 loss: 1.5487 2022/08/11 05:36:14 - mmengine - INFO - Epoch(train) [30][1100/1879] lr: 2.0000e-03 eta: 6:55:58 time: 0.6297 data_time: 0.0188 memory: 13712 grad_norm: 3.8606 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3837 loss: 1.3837 2022/08/11 05:36:27 - mmengine - INFO - Epoch(train) [30][1120/1879] lr: 2.0000e-03 eta: 6:55:45 time: 0.6431 data_time: 0.0170 memory: 13712 grad_norm: 3.8468 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3332 loss: 1.3332 2022/08/11 05:36:42 - mmengine - INFO - Epoch(train) [30][1140/1879] lr: 2.0000e-03 eta: 6:55:33 time: 0.7302 data_time: 0.0196 memory: 13712 grad_norm: 3.8135 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3297 loss: 1.3297 2022/08/11 05:36:59 - mmengine - INFO - Epoch(train) [30][1160/1879] lr: 2.0000e-03 eta: 6:55:23 time: 0.8440 data_time: 0.0154 memory: 13712 grad_norm: 3.9454 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4570 loss: 1.4570 2022/08/11 05:37:14 - mmengine - INFO - Epoch(train) [30][1180/1879] lr: 2.0000e-03 eta: 6:55:11 time: 0.7348 data_time: 0.0209 memory: 13712 grad_norm: 3.8992 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5161 loss: 1.5161 2022/08/11 05:37:25 - mmengine - INFO - Epoch(train) [30][1200/1879] lr: 2.0000e-03 eta: 6:54:57 time: 0.5798 data_time: 0.0201 memory: 13712 grad_norm: 3.8266 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6202 loss: 1.6202 2022/08/11 05:37:39 - mmengine - INFO - Epoch(train) [30][1220/1879] lr: 2.0000e-03 eta: 6:54:45 time: 0.7102 data_time: 0.1397 memory: 13712 grad_norm: 3.7768 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3344 loss: 1.3344 2022/08/11 05:37:52 - mmengine - INFO - Epoch(train) [30][1240/1879] lr: 2.0000e-03 eta: 6:54:31 time: 0.6277 data_time: 0.0182 memory: 13712 grad_norm: 3.8307 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3650 loss: 1.3650 2022/08/11 05:38:04 - mmengine - INFO - Epoch(train) [30][1260/1879] lr: 2.0000e-03 eta: 6:54:17 time: 0.5879 data_time: 0.0192 memory: 13712 grad_norm: 3.7705 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.3350 loss: 1.3350 2022/08/11 05:38:15 - mmengine - INFO - Epoch(train) [30][1280/1879] lr: 2.0000e-03 eta: 6:54:04 time: 0.5882 data_time: 0.0168 memory: 13712 grad_norm: 3.8185 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3995 loss: 1.3995 2022/08/11 05:38:29 - mmengine - INFO - Epoch(train) [30][1300/1879] lr: 2.0000e-03 eta: 6:53:51 time: 0.6780 data_time: 0.0172 memory: 13712 grad_norm: 3.8625 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.4645 loss: 1.4645 2022/08/11 05:38:41 - mmengine - INFO - Epoch(train) [30][1320/1879] lr: 2.0000e-03 eta: 6:53:37 time: 0.5832 data_time: 0.0185 memory: 13712 grad_norm: 3.8831 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4676 loss: 1.4676 2022/08/11 05:38:53 - mmengine - INFO - Epoch(train) [30][1340/1879] lr: 2.0000e-03 eta: 6:53:24 time: 0.6280 data_time: 0.0210 memory: 13712 grad_norm: 3.9700 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4584 loss: 1.4584 2022/08/11 05:39:05 - mmengine - INFO - Epoch(train) [30][1360/1879] lr: 2.0000e-03 eta: 6:53:10 time: 0.5783 data_time: 0.0194 memory: 13712 grad_norm: 3.9189 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.5350 loss: 1.5350 2022/08/11 05:39:17 - mmengine - INFO - Epoch(train) [30][1380/1879] lr: 2.0000e-03 eta: 6:52:56 time: 0.6306 data_time: 0.0645 memory: 13712 grad_norm: 3.7128 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6581 loss: 1.6581 2022/08/11 05:39:31 - mmengine - INFO - Epoch(train) [30][1400/1879] lr: 2.0000e-03 eta: 6:52:44 time: 0.6929 data_time: 0.1269 memory: 13712 grad_norm: 3.8876 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5160 loss: 1.5160 2022/08/11 05:39:44 - mmengine - INFO - Epoch(train) [30][1420/1879] lr: 2.0000e-03 eta: 6:52:31 time: 0.6329 data_time: 0.0639 memory: 13712 grad_norm: 3.8488 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.4961 loss: 1.4961 2022/08/11 05:39:56 - mmengine - INFO - Epoch(train) [30][1440/1879] lr: 2.0000e-03 eta: 6:52:17 time: 0.6131 data_time: 0.0178 memory: 13712 grad_norm: 3.8143 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.4503 loss: 1.4503 2022/08/11 05:40:13 - mmengine - INFO - Epoch(train) [30][1460/1879] lr: 2.0000e-03 eta: 6:52:07 time: 0.8394 data_time: 0.2115 memory: 13712 grad_norm: 3.8971 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.3692 loss: 1.3692 2022/08/11 05:40:25 - mmengine - INFO - Epoch(train) [30][1480/1879] lr: 2.0000e-03 eta: 6:51:53 time: 0.5803 data_time: 0.0176 memory: 13712 grad_norm: 3.9017 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.5344 loss: 1.5344 2022/08/11 05:40:36 - mmengine - INFO - Epoch(train) [30][1500/1879] lr: 2.0000e-03 eta: 6:51:39 time: 0.5883 data_time: 0.0176 memory: 13712 grad_norm: 3.8355 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4938 loss: 1.4938 2022/08/11 05:40:42 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 05:40:48 - mmengine - INFO - Epoch(train) [30][1520/1879] lr: 2.0000e-03 eta: 6:51:25 time: 0.5796 data_time: 0.0176 memory: 13712 grad_norm: 3.9374 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.6865 loss: 1.6865 2022/08/11 05:41:03 - mmengine - INFO - Epoch(train) [30][1540/1879] lr: 2.0000e-03 eta: 6:51:13 time: 0.7620 data_time: 0.0172 memory: 13712 grad_norm: 3.9101 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5416 loss: 1.5416 2022/08/11 05:41:15 - mmengine - INFO - Epoch(train) [30][1560/1879] lr: 2.0000e-03 eta: 6:50:59 time: 0.5804 data_time: 0.0181 memory: 13712 grad_norm: 3.8189 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4342 loss: 1.4342 2022/08/11 05:41:29 - mmengine - INFO - Epoch(train) [30][1580/1879] lr: 2.0000e-03 eta: 6:50:47 time: 0.6872 data_time: 0.0173 memory: 13712 grad_norm: 3.8089 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.6000 loss: 1.6000 2022/08/11 05:41:41 - mmengine - INFO - Epoch(train) [30][1600/1879] lr: 2.0000e-03 eta: 6:50:33 time: 0.5967 data_time: 0.0176 memory: 13712 grad_norm: 3.9847 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.4860 loss: 1.4860 2022/08/11 05:41:55 - mmengine - INFO - Epoch(train) [30][1620/1879] lr: 2.0000e-03 eta: 6:50:21 time: 0.7151 data_time: 0.1453 memory: 13712 grad_norm: 3.8563 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4059 loss: 1.4059 2022/08/11 05:42:07 - mmengine - INFO - Epoch(train) [30][1640/1879] lr: 2.0000e-03 eta: 6:50:08 time: 0.6153 data_time: 0.0145 memory: 13712 grad_norm: 3.8314 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4917 loss: 1.4917 2022/08/11 05:42:19 - mmengine - INFO - Epoch(train) [30][1660/1879] lr: 2.0000e-03 eta: 6:49:54 time: 0.5800 data_time: 0.0173 memory: 13712 grad_norm: 3.7444 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4389 loss: 1.4389 2022/08/11 05:42:32 - mmengine - INFO - Epoch(train) [30][1680/1879] lr: 2.0000e-03 eta: 6:49:41 time: 0.6593 data_time: 0.0179 memory: 13712 grad_norm: 3.8840 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4662 loss: 1.4662 2022/08/11 05:42:44 - mmengine - INFO - Epoch(train) [30][1700/1879] lr: 2.0000e-03 eta: 6:49:27 time: 0.5802 data_time: 0.0200 memory: 13712 grad_norm: 3.9033 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.4154 loss: 1.4154 2022/08/11 05:42:57 - mmengine - INFO - Epoch(train) [30][1720/1879] lr: 2.0000e-03 eta: 6:49:14 time: 0.6681 data_time: 0.0172 memory: 13712 grad_norm: 3.8237 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3640 loss: 1.3640 2022/08/11 05:43:09 - mmengine - INFO - Epoch(train) [30][1740/1879] lr: 2.0000e-03 eta: 6:49:00 time: 0.5924 data_time: 0.0278 memory: 13712 grad_norm: 3.8775 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5752 loss: 1.5752 2022/08/11 05:43:21 - mmengine - INFO - Epoch(train) [30][1760/1879] lr: 2.0000e-03 eta: 6:48:46 time: 0.5937 data_time: 0.0216 memory: 13712 grad_norm: 3.8796 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.5520 loss: 1.5520 2022/08/11 05:43:32 - mmengine - INFO - Epoch(train) [30][1780/1879] lr: 2.0000e-03 eta: 6:48:32 time: 0.5797 data_time: 0.0169 memory: 13712 grad_norm: 3.7814 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5179 loss: 1.5179 2022/08/11 05:43:44 - mmengine - INFO - Epoch(train) [30][1800/1879] lr: 2.0000e-03 eta: 6:48:19 time: 0.5867 data_time: 0.0215 memory: 13712 grad_norm: 3.8804 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5020 loss: 1.5020 2022/08/11 05:43:56 - mmengine - INFO - Epoch(train) [30][1820/1879] lr: 2.0000e-03 eta: 6:48:05 time: 0.5799 data_time: 0.0188 memory: 13712 grad_norm: 3.7582 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.5359 loss: 1.5359 2022/08/11 05:44:07 - mmengine - INFO - Epoch(train) [30][1840/1879] lr: 2.0000e-03 eta: 6:47:51 time: 0.5752 data_time: 0.0152 memory: 13712 grad_norm: 3.8116 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.3365 loss: 1.3365 2022/08/11 05:44:19 - mmengine - INFO - Epoch(train) [30][1860/1879] lr: 2.0000e-03 eta: 6:47:37 time: 0.5827 data_time: 0.0190 memory: 13712 grad_norm: 3.7600 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.5134 loss: 1.5134 2022/08/11 05:44:29 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 05:44:29 - mmengine - INFO - Epoch(train) [30][1879/1879] lr: 2.0000e-03 eta: 6:47:37 time: 0.5538 data_time: 0.0158 memory: 13712 grad_norm: 3.9441 top1_acc: 0.7143 top5_acc: 0.7143 loss_cls: 1.3599 loss: 1.3599 2022/08/11 05:44:29 - mmengine - INFO - Saving checkpoint at 30 epochs 2022/08/11 05:45:49 - mmengine - INFO - Epoch(val) [30][20/155] eta: 0:08:47 time: 3.9082 data_time: 2.5316 memory: 14838 2022/08/11 05:46:55 - mmengine - INFO - Epoch(val) [30][40/155] eta: 0:06:17 time: 3.2807 data_time: 1.9000 memory: 14838 2022/08/11 05:48:03 - mmengine - INFO - Epoch(val) [30][60/155] eta: 0:05:22 time: 3.3944 data_time: 2.0205 memory: 14838 2022/08/11 05:48:59 - mmengine - INFO - Epoch(val) [30][80/155] eta: 0:03:29 time: 2.7920 data_time: 1.4192 memory: 14838 2022/08/11 05:50:14 - mmengine - INFO - Epoch(val) [30][100/155] eta: 0:03:28 time: 3.7950 data_time: 2.4260 memory: 14838 2022/08/11 05:51:09 - mmengine - INFO - Epoch(val) [30][120/155] eta: 0:01:35 time: 2.7291 data_time: 1.3582 memory: 14838 2022/08/11 05:52:20 - mmengine - INFO - Epoch(val) [30][140/155] eta: 0:00:52 time: 3.5284 data_time: 2.1595 memory: 14838 2022/08/11 05:53:09 - mmengine - INFO - Epoch(val) [30][155/155] acc/top1: 0.7088 acc/top5: 0.8969 acc/mean1: 0.7087 2022/08/11 05:53:10 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_r50_dense_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_29.pth is removed 2022/08/11 05:53:11 - mmengine - INFO - The best checkpoint with 0.7088 acc/top1 at 31 epoch is saved to best_acc/top1_epoch_31.pth. 2022/08/11 05:53:26 - mmengine - INFO - Epoch(train) [31][20/1879] lr: 2.0000e-03 eta: 6:47:05 time: 0.7562 data_time: 0.1756 memory: 14838 grad_norm: 3.8218 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.2881 loss: 1.2881 2022/08/11 05:53:37 - mmengine - INFO - Epoch(train) [31][40/1879] lr: 2.0000e-03 eta: 6:46:51 time: 0.5755 data_time: 0.0174 memory: 13712 grad_norm: 3.8757 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.6283 loss: 1.6283 2022/08/11 05:53:49 - mmengine - INFO - Epoch(train) [31][60/1879] lr: 2.0000e-03 eta: 6:46:37 time: 0.5832 data_time: 0.0185 memory: 13712 grad_norm: 3.8511 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.3576 loss: 1.3576 2022/08/11 05:54:01 - mmengine - INFO - Epoch(train) [31][80/1879] lr: 2.0000e-03 eta: 6:46:23 time: 0.5760 data_time: 0.0185 memory: 13712 grad_norm: 3.8441 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5076 loss: 1.5076 2022/08/11 05:54:12 - mmengine - INFO - Epoch(train) [31][100/1879] lr: 2.0000e-03 eta: 6:46:09 time: 0.5721 data_time: 0.0178 memory: 13712 grad_norm: 3.9221 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5431 loss: 1.5431 2022/08/11 05:54:24 - mmengine - INFO - Epoch(train) [31][120/1879] lr: 2.0000e-03 eta: 6:45:55 time: 0.5792 data_time: 0.0179 memory: 13712 grad_norm: 3.8118 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.3959 loss: 1.3959 2022/08/11 05:54:35 - mmengine - INFO - Epoch(train) [31][140/1879] lr: 2.0000e-03 eta: 6:45:41 time: 0.5748 data_time: 0.0194 memory: 13712 grad_norm: 3.7934 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3772 loss: 1.3772 2022/08/11 05:54:47 - mmengine - INFO - Epoch(train) [31][160/1879] lr: 2.0000e-03 eta: 6:45:27 time: 0.5716 data_time: 0.0174 memory: 13712 grad_norm: 3.8053 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5838 loss: 1.5838 2022/08/11 05:54:58 - mmengine - INFO - Epoch(train) [31][180/1879] lr: 2.0000e-03 eta: 6:45:13 time: 0.5767 data_time: 0.0183 memory: 13712 grad_norm: 3.8932 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.6069 loss: 1.6069 2022/08/11 05:55:13 - mmengine - INFO - Epoch(train) [31][200/1879] lr: 2.0000e-03 eta: 6:45:01 time: 0.7412 data_time: 0.0203 memory: 13712 grad_norm: 3.9077 top1_acc: 0.5625 top5_acc: 1.0000 loss_cls: 1.3594 loss: 1.3594 2022/08/11 05:55:25 - mmengine - INFO - Epoch(train) [31][220/1879] lr: 2.0000e-03 eta: 6:44:47 time: 0.5833 data_time: 0.0192 memory: 13712 grad_norm: 3.8427 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4418 loss: 1.4418 2022/08/11 05:55:36 - mmengine - INFO - Epoch(train) [31][240/1879] lr: 2.0000e-03 eta: 6:44:33 time: 0.5727 data_time: 0.0186 memory: 13712 grad_norm: 3.8390 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3892 loss: 1.3892 2022/08/11 05:55:48 - mmengine - INFO - Epoch(train) [31][260/1879] lr: 2.0000e-03 eta: 6:44:19 time: 0.5751 data_time: 0.0192 memory: 13712 grad_norm: 3.9612 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5616 loss: 1.5616 2022/08/11 05:55:59 - mmengine - INFO - Epoch(train) [31][280/1879] lr: 2.0000e-03 eta: 6:44:05 time: 0.5854 data_time: 0.0185 memory: 13712 grad_norm: 3.8990 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.5204 loss: 1.5204 2022/08/11 05:56:12 - mmengine - INFO - Epoch(train) [31][300/1879] lr: 2.0000e-03 eta: 6:43:52 time: 0.6395 data_time: 0.0187 memory: 13712 grad_norm: 3.8165 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4063 loss: 1.4063 2022/08/11 05:56:28 - mmengine - INFO - Epoch(train) [31][320/1879] lr: 2.0000e-03 eta: 6:43:41 time: 0.7788 data_time: 0.0199 memory: 13712 grad_norm: 3.9523 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6631 loss: 1.6631 2022/08/11 05:56:39 - mmengine - INFO - Epoch(train) [31][340/1879] lr: 2.0000e-03 eta: 6:43:27 time: 0.5776 data_time: 0.0169 memory: 13712 grad_norm: 3.8777 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4375 loss: 1.4375 2022/08/11 05:56:54 - mmengine - INFO - Epoch(train) [31][360/1879] lr: 2.0000e-03 eta: 6:43:15 time: 0.7602 data_time: 0.0690 memory: 13712 grad_norm: 3.9260 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4975 loss: 1.4975 2022/08/11 05:57:06 - mmengine - INFO - Epoch(train) [31][380/1879] lr: 2.0000e-03 eta: 6:43:01 time: 0.5838 data_time: 0.0168 memory: 13712 grad_norm: 3.8515 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3828 loss: 1.3828 2022/08/11 05:57:18 - mmengine - INFO - Epoch(train) [31][400/1879] lr: 2.0000e-03 eta: 6:42:48 time: 0.6142 data_time: 0.0520 memory: 13712 grad_norm: 3.8279 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.1777 loss: 1.1777 2022/08/11 05:57:30 - mmengine - INFO - Epoch(train) [31][420/1879] lr: 2.0000e-03 eta: 6:42:34 time: 0.5853 data_time: 0.0156 memory: 13712 grad_norm: 3.8085 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.3965 loss: 1.3965 2022/08/11 05:57:42 - mmengine - INFO - Epoch(train) [31][440/1879] lr: 2.0000e-03 eta: 6:42:20 time: 0.5866 data_time: 0.0175 memory: 13712 grad_norm: 3.9799 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5814 loss: 1.5814 2022/08/11 05:57:54 - mmengine - INFO - Epoch(train) [31][460/1879] lr: 2.0000e-03 eta: 6:42:06 time: 0.5854 data_time: 0.0187 memory: 13712 grad_norm: 3.9255 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4428 loss: 1.4428 2022/08/11 05:58:05 - mmengine - INFO - Epoch(train) [31][480/1879] lr: 2.0000e-03 eta: 6:41:52 time: 0.5819 data_time: 0.0197 memory: 13712 grad_norm: 3.8533 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.4223 loss: 1.4223 2022/08/11 05:58:17 - mmengine - INFO - Epoch(train) [31][500/1879] lr: 2.0000e-03 eta: 6:41:38 time: 0.5819 data_time: 0.0170 memory: 13712 grad_norm: 3.9593 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4220 loss: 1.4220 2022/08/11 05:58:29 - mmengine - INFO - Epoch(train) [31][520/1879] lr: 2.0000e-03 eta: 6:41:25 time: 0.5879 data_time: 0.0194 memory: 13712 grad_norm: 3.8400 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.6916 loss: 1.6916 2022/08/11 05:58:40 - mmengine - INFO - Epoch(train) [31][540/1879] lr: 2.0000e-03 eta: 6:41:11 time: 0.5842 data_time: 0.0185 memory: 13712 grad_norm: 3.8285 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5183 loss: 1.5183 2022/08/11 05:58:52 - mmengine - INFO - Epoch(train) [31][560/1879] lr: 2.0000e-03 eta: 6:40:57 time: 0.5802 data_time: 0.0179 memory: 13712 grad_norm: 3.7882 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4953 loss: 1.4953 2022/08/11 05:59:04 - mmengine - INFO - Epoch(train) [31][580/1879] lr: 2.0000e-03 eta: 6:40:43 time: 0.5870 data_time: 0.0181 memory: 13712 grad_norm: 3.9190 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5018 loss: 1.5018 2022/08/11 05:59:15 - mmengine - INFO - Epoch(train) [31][600/1879] lr: 2.0000e-03 eta: 6:40:29 time: 0.5820 data_time: 0.0190 memory: 13712 grad_norm: 3.8640 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3235 loss: 1.3235 2022/08/11 05:59:27 - mmengine - INFO - Epoch(train) [31][620/1879] lr: 2.0000e-03 eta: 6:40:15 time: 0.5784 data_time: 0.0179 memory: 13712 grad_norm: 3.8291 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.6032 loss: 1.6032 2022/08/11 05:59:35 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 05:59:41 - mmengine - INFO - Epoch(train) [31][640/1879] lr: 2.0000e-03 eta: 6:40:03 time: 0.6805 data_time: 0.0185 memory: 13712 grad_norm: 3.9662 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.5225 loss: 1.5225 2022/08/11 05:59:52 - mmengine - INFO - Epoch(train) [31][660/1879] lr: 2.0000e-03 eta: 6:39:49 time: 0.5772 data_time: 0.0171 memory: 13712 grad_norm: 3.9817 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.5390 loss: 1.5390 2022/08/11 06:00:05 - mmengine - INFO - Epoch(train) [31][680/1879] lr: 2.0000e-03 eta: 6:39:36 time: 0.6423 data_time: 0.0217 memory: 13712 grad_norm: 3.8265 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5020 loss: 1.5020 2022/08/11 06:00:18 - mmengine - INFO - Epoch(train) [31][700/1879] lr: 2.0000e-03 eta: 6:39:22 time: 0.6329 data_time: 0.0709 memory: 13712 grad_norm: 3.8454 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.3831 loss: 1.3831 2022/08/11 06:00:30 - mmengine - INFO - Epoch(train) [31][720/1879] lr: 2.0000e-03 eta: 6:39:09 time: 0.5974 data_time: 0.0197 memory: 13712 grad_norm: 3.7360 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.1859 loss: 1.1859 2022/08/11 06:00:41 - mmengine - INFO - Epoch(train) [31][740/1879] lr: 2.0000e-03 eta: 6:38:55 time: 0.5845 data_time: 0.0173 memory: 13712 grad_norm: 3.9621 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6534 loss: 1.6534 2022/08/11 06:00:53 - mmengine - INFO - Epoch(train) [31][760/1879] lr: 2.0000e-03 eta: 6:38:41 time: 0.6005 data_time: 0.0347 memory: 13712 grad_norm: 3.9057 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4037 loss: 1.4037 2022/08/11 06:01:06 - mmengine - INFO - Epoch(train) [31][780/1879] lr: 2.0000e-03 eta: 6:38:28 time: 0.6198 data_time: 0.0493 memory: 13712 grad_norm: 3.9042 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4333 loss: 1.4333 2022/08/11 06:01:17 - mmengine - INFO - Epoch(train) [31][800/1879] lr: 2.0000e-03 eta: 6:38:14 time: 0.5814 data_time: 0.0189 memory: 13712 grad_norm: 3.9639 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.4413 loss: 1.4413 2022/08/11 06:01:29 - mmengine - INFO - Epoch(train) [31][820/1879] lr: 2.0000e-03 eta: 6:38:00 time: 0.5847 data_time: 0.0165 memory: 13712 grad_norm: 3.9139 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5492 loss: 1.5492 2022/08/11 06:01:41 - mmengine - INFO - Epoch(train) [31][840/1879] lr: 2.0000e-03 eta: 6:37:46 time: 0.5878 data_time: 0.0201 memory: 13712 grad_norm: 3.9310 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.6091 loss: 1.6091 2022/08/11 06:01:54 - mmengine - INFO - Epoch(train) [31][860/1879] lr: 2.0000e-03 eta: 6:37:33 time: 0.6383 data_time: 0.0180 memory: 13712 grad_norm: 3.9186 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.3835 loss: 1.3835 2022/08/11 06:02:06 - mmengine - INFO - Epoch(train) [31][880/1879] lr: 2.0000e-03 eta: 6:37:20 time: 0.6208 data_time: 0.0205 memory: 13712 grad_norm: 3.8671 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.5578 loss: 1.5578 2022/08/11 06:02:18 - mmengine - INFO - Epoch(train) [31][900/1879] lr: 2.0000e-03 eta: 6:37:06 time: 0.6001 data_time: 0.0176 memory: 13712 grad_norm: 3.9552 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.6082 loss: 1.6082 2022/08/11 06:02:30 - mmengine - INFO - Epoch(train) [31][920/1879] lr: 2.0000e-03 eta: 6:36:52 time: 0.5785 data_time: 0.0171 memory: 13712 grad_norm: 3.9229 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.4529 loss: 1.4529 2022/08/11 06:02:41 - mmengine - INFO - Epoch(train) [31][940/1879] lr: 2.0000e-03 eta: 6:36:39 time: 0.5877 data_time: 0.0183 memory: 13712 grad_norm: 3.9140 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4536 loss: 1.4536 2022/08/11 06:02:53 - mmengine - INFO - Epoch(train) [31][960/1879] lr: 2.0000e-03 eta: 6:36:25 time: 0.5795 data_time: 0.0183 memory: 13712 grad_norm: 3.9377 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.4930 loss: 1.4930 2022/08/11 06:03:05 - mmengine - INFO - Epoch(train) [31][980/1879] lr: 2.0000e-03 eta: 6:36:11 time: 0.5861 data_time: 0.0193 memory: 13712 grad_norm: 3.9302 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.5996 loss: 1.5996 2022/08/11 06:03:16 - mmengine - INFO - Epoch(train) [31][1000/1879] lr: 2.0000e-03 eta: 6:35:57 time: 0.5868 data_time: 0.0184 memory: 13712 grad_norm: 3.9237 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.3516 loss: 1.3516 2022/08/11 06:03:28 - mmengine - INFO - Epoch(train) [31][1020/1879] lr: 2.0000e-03 eta: 6:35:43 time: 0.5806 data_time: 0.0172 memory: 13712 grad_norm: 3.9121 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.2764 loss: 1.2764 2022/08/11 06:03:40 - mmengine - INFO - Epoch(train) [31][1040/1879] lr: 2.0000e-03 eta: 6:35:30 time: 0.5932 data_time: 0.0183 memory: 13712 grad_norm: 3.8902 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.3564 loss: 1.3564 2022/08/11 06:03:52 - mmengine - INFO - Epoch(train) [31][1060/1879] lr: 2.0000e-03 eta: 6:35:16 time: 0.6017 data_time: 0.0180 memory: 13712 grad_norm: 3.8523 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.3554 loss: 1.3554 2022/08/11 06:04:04 - mmengine - INFO - Epoch(train) [31][1080/1879] lr: 2.0000e-03 eta: 6:35:02 time: 0.5843 data_time: 0.0198 memory: 13712 grad_norm: 3.9508 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 1.3261 loss: 1.3261 2022/08/11 06:04:17 - mmengine - INFO - Epoch(train) [31][1100/1879] lr: 2.0000e-03 eta: 6:34:49 time: 0.6459 data_time: 0.0708 memory: 13712 grad_norm: 3.9199 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.4739 loss: 1.4739 2022/08/11 06:04:28 - mmengine - INFO - Epoch(train) [31][1120/1879] lr: 2.0000e-03 eta: 6:34:35 time: 0.5821 data_time: 0.0165 memory: 13712 grad_norm: 3.8816 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.4730 loss: 1.4730 2022/08/11 06:04:40 - mmengine - INFO - Epoch(train) [31][1140/1879] lr: 2.0000e-03 eta: 6:34:22 time: 0.5902 data_time: 0.0176 memory: 13712 grad_norm: 3.9200 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4466 loss: 1.4466 2022/08/11 06:04:53 - mmengine - INFO - Epoch(train) [31][1160/1879] lr: 2.0000e-03 eta: 6:34:09 time: 0.6453 data_time: 0.0202 memory: 13712 grad_norm: 3.9814 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.5718 loss: 1.5718 2022/08/11 06:05:06 - mmengine - INFO - Epoch(train) [31][1180/1879] lr: 2.0000e-03 eta: 6:33:56 time: 0.6478 data_time: 0.0296 memory: 13712 grad_norm: 3.8657 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.2160 loss: 1.2160 2022/08/11 06:05:21 - mmengine - INFO - Epoch(train) [31][1200/1879] lr: 2.0000e-03 eta: 6:33:44 time: 0.7585 data_time: 0.1808 memory: 13712 grad_norm: 3.8429 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3931 loss: 1.3931 2022/08/11 06:05:39 - mmengine - INFO - Epoch(train) [31][1220/1879] lr: 2.0000e-03 eta: 6:33:34 time: 0.8890 data_time: 0.1024 memory: 13712 grad_norm: 3.9972 top1_acc: 0.4375 top5_acc: 0.9375 loss_cls: 1.4049 loss: 1.4049 2022/08/11 06:05:53 - mmengine - INFO - Epoch(train) [31][1240/1879] lr: 2.0000e-03 eta: 6:33:21 time: 0.6829 data_time: 0.0195 memory: 13712 grad_norm: 3.8615 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3566 loss: 1.3566 2022/08/11 06:06:06 - mmengine - INFO - Epoch(train) [31][1260/1879] lr: 2.0000e-03 eta: 6:33:09 time: 0.6604 data_time: 0.0186 memory: 13712 grad_norm: 3.8771 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.3877 loss: 1.3877 2022/08/11 06:06:21 - mmengine - INFO - Epoch(train) [31][1280/1879] lr: 2.0000e-03 eta: 6:32:57 time: 0.7758 data_time: 0.0189 memory: 13712 grad_norm: 3.9090 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5083 loss: 1.5083 2022/08/11 06:06:33 - mmengine - INFO - Epoch(train) [31][1300/1879] lr: 2.0000e-03 eta: 6:32:43 time: 0.5796 data_time: 0.0171 memory: 13712 grad_norm: 3.7977 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.4981 loss: 1.4981 2022/08/11 06:06:47 - mmengine - INFO - Epoch(train) [31][1320/1879] lr: 2.0000e-03 eta: 6:32:31 time: 0.7272 data_time: 0.0209 memory: 13712 grad_norm: 3.8697 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.5103 loss: 1.5103 2022/08/11 06:07:02 - mmengine - INFO - Epoch(train) [31][1340/1879] lr: 2.0000e-03 eta: 6:32:19 time: 0.7098 data_time: 0.0165 memory: 13712 grad_norm: 3.8518 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4461 loss: 1.4461 2022/08/11 06:07:17 - mmengine - INFO - Epoch(train) [31][1360/1879] lr: 2.0000e-03 eta: 6:32:07 time: 0.7533 data_time: 0.0539 memory: 13712 grad_norm: 3.8212 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.3974 loss: 1.3974 2022/08/11 06:07:29 - mmengine - INFO - Epoch(train) [31][1380/1879] lr: 2.0000e-03 eta: 6:31:54 time: 0.6372 data_time: 0.0146 memory: 13712 grad_norm: 3.8022 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3380 loss: 1.3380 2022/08/11 06:07:41 - mmengine - INFO - Epoch(train) [31][1400/1879] lr: 2.0000e-03 eta: 6:31:40 time: 0.5768 data_time: 0.0180 memory: 13712 grad_norm: 3.8511 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4812 loss: 1.4812 2022/08/11 06:07:54 - mmengine - INFO - Epoch(train) [31][1420/1879] lr: 2.0000e-03 eta: 6:31:27 time: 0.6384 data_time: 0.0175 memory: 13712 grad_norm: 3.9504 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2707 loss: 1.2707 2022/08/11 06:08:08 - mmengine - INFO - Epoch(train) [31][1440/1879] lr: 2.0000e-03 eta: 6:31:15 time: 0.7299 data_time: 0.1597 memory: 13712 grad_norm: 3.9205 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5890 loss: 1.5890 2022/08/11 06:08:20 - mmengine - INFO - Epoch(train) [31][1460/1879] lr: 2.0000e-03 eta: 6:31:01 time: 0.5838 data_time: 0.0163 memory: 13712 grad_norm: 3.9829 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3169 loss: 1.3169 2022/08/11 06:08:32 - mmengine - INFO - Epoch(train) [31][1480/1879] lr: 2.0000e-03 eta: 6:30:48 time: 0.5869 data_time: 0.0180 memory: 13712 grad_norm: 3.9802 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.4571 loss: 1.4571 2022/08/11 06:08:49 - mmengine - INFO - Epoch(train) [31][1500/1879] lr: 2.0000e-03 eta: 6:30:37 time: 0.8502 data_time: 0.0186 memory: 13712 grad_norm: 3.9166 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.4911 loss: 1.4911 2022/08/11 06:09:02 - mmengine - INFO - Epoch(train) [31][1520/1879] lr: 2.0000e-03 eta: 6:30:24 time: 0.6702 data_time: 0.1022 memory: 13712 grad_norm: 3.9766 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.5392 loss: 1.5392 2022/08/11 06:09:19 - mmengine - INFO - Epoch(train) [31][1540/1879] lr: 2.0000e-03 eta: 6:30:14 time: 0.8203 data_time: 0.2529 memory: 13712 grad_norm: 3.9194 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.4446 loss: 1.4446 2022/08/11 06:09:37 - mmengine - INFO - Epoch(train) [31][1560/1879] lr: 2.0000e-03 eta: 6:30:04 time: 0.9098 data_time: 0.3338 memory: 13712 grad_norm: 3.9037 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.2515 loss: 1.2515 2022/08/11 06:09:49 - mmengine - INFO - Epoch(train) [31][1580/1879] lr: 2.0000e-03 eta: 6:29:50 time: 0.5886 data_time: 0.0148 memory: 13712 grad_norm: 3.8970 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4227 loss: 1.4227 2022/08/11 06:10:03 - mmengine - INFO - Epoch(train) [31][1600/1879] lr: 2.0000e-03 eta: 6:29:38 time: 0.6978 data_time: 0.1099 memory: 13712 grad_norm: 3.9517 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4925 loss: 1.4925 2022/08/11 06:10:22 - mmengine - INFO - Epoch(train) [31][1620/1879] lr: 2.0000e-03 eta: 6:29:28 time: 0.9482 data_time: 0.0285 memory: 13712 grad_norm: 3.9952 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.4413 loss: 1.4413 2022/08/11 06:10:32 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 06:10:41 - mmengine - INFO - Epoch(train) [31][1640/1879] lr: 2.0000e-03 eta: 6:29:19 time: 0.9549 data_time: 0.0172 memory: 13712 grad_norm: 3.9503 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4474 loss: 1.4474 2022/08/11 06:10:52 - mmengine - INFO - Epoch(train) [31][1660/1879] lr: 2.0000e-03 eta: 6:29:05 time: 0.5825 data_time: 0.0171 memory: 13712 grad_norm: 3.7708 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.4030 loss: 1.4030 2022/08/11 06:11:06 - mmengine - INFO - Epoch(train) [31][1680/1879] lr: 2.0000e-03 eta: 6:28:53 time: 0.6890 data_time: 0.0188 memory: 13712 grad_norm: 3.9059 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.4953 loss: 1.4953 2022/08/11 06:11:18 - mmengine - INFO - Epoch(train) [31][1700/1879] lr: 2.0000e-03 eta: 6:28:39 time: 0.6128 data_time: 0.0187 memory: 13712 grad_norm: 3.9260 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5082 loss: 1.5082 2022/08/11 06:11:30 - mmengine - INFO - Epoch(train) [31][1720/1879] lr: 2.0000e-03 eta: 6:28:25 time: 0.5825 data_time: 0.0194 memory: 13712 grad_norm: 3.8653 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.4586 loss: 1.4586 2022/08/11 06:11:42 - mmengine - INFO - Epoch(train) [31][1740/1879] lr: 2.0000e-03 eta: 6:28:12 time: 0.6016 data_time: 0.0179 memory: 13712 grad_norm: 3.8779 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.4490 loss: 1.4490 2022/08/11 06:11:54 - mmengine - INFO - Epoch(train) [31][1760/1879] lr: 2.0000e-03 eta: 6:27:58 time: 0.5836 data_time: 0.0191 memory: 13712 grad_norm: 3.9070 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.6978 loss: 1.6978 2022/08/11 06:12:05 - mmengine - INFO - Epoch(train) [31][1780/1879] lr: 2.0000e-03 eta: 6:27:44 time: 0.5855 data_time: 0.0179 memory: 13712 grad_norm: 3.9783 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5398 loss: 1.5398 2022/08/11 06:12:20 - mmengine - INFO - Epoch(train) [31][1800/1879] lr: 2.0000e-03 eta: 6:27:32 time: 0.7138 data_time: 0.0201 memory: 13712 grad_norm: 3.9536 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.5143 loss: 1.5143 2022/08/11 06:12:37 - mmengine - INFO - Epoch(train) [31][1820/1879] lr: 2.0000e-03 eta: 6:27:22 time: 0.8833 data_time: 0.0160 memory: 13712 grad_norm: 3.8637 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.4085 loss: 1.4085 2022/08/11 06:12:49 - mmengine - INFO - Epoch(train) [31][1840/1879] lr: 2.0000e-03 eta: 6:27:08 time: 0.5816 data_time: 0.0209 memory: 13712 grad_norm: 4.0000 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.6242 loss: 1.6242 2022/08/11 06:13:04 - mmengine - INFO - Epoch(train) [31][1860/1879] lr: 2.0000e-03 eta: 6:26:56 time: 0.7385 data_time: 0.1683 memory: 13712 grad_norm: 3.8963 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5360 loss: 1.5360 2022/08/11 06:13:17 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 06:13:17 - mmengine - INFO - Epoch(train) [31][1879/1879] lr: 2.0000e-03 eta: 6:26:56 time: 0.6668 data_time: 0.0134 memory: 13712 grad_norm: 3.9058 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 1.4179 loss: 1.4179 2022/08/11 06:14:34 - mmengine - INFO - Epoch(val) [31][20/155] eta: 0:08:43 time: 3.8801 data_time: 2.5056 memory: 14838 2022/08/11 06:15:35 - mmengine - INFO - Epoch(val) [31][40/155] eta: 0:05:47 time: 3.0233 data_time: 1.6532 memory: 14838 2022/08/11 06:16:45 - mmengine - INFO - Epoch(val) [31][60/155] eta: 0:05:35 time: 3.5275 data_time: 2.1569 memory: 14838 2022/08/11 06:17:40 - mmengine - INFO - Epoch(val) [31][80/155] eta: 0:03:26 time: 2.7579 data_time: 1.3870 memory: 14838 2022/08/11 06:18:49 - mmengine - INFO - Epoch(val) [31][100/155] eta: 0:03:07 time: 3.4162 data_time: 2.0450 memory: 14838 2022/08/11 06:19:45 - mmengine - INFO - Epoch(val) [31][120/155] eta: 0:01:38 time: 2.8278 data_time: 1.4593 memory: 14838 2022/08/11 06:21:04 - mmengine - INFO - Epoch(val) [31][140/155] eta: 0:00:59 time: 3.9488 data_time: 2.5831 memory: 14838 2022/08/11 06:22:13 - mmengine - INFO - Epoch(val) [31][155/155] acc/top1: 0.7078 acc/top5: 0.8960 acc/mean1: 0.7077 2022/08/11 06:22:33 - mmengine - INFO - Epoch(train) [32][20/1879] lr: 2.0000e-03 eta: 6:26:27 time: 0.9800 data_time: 0.2689 memory: 14838 grad_norm: 4.0191 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.4213 loss: 1.4213 2022/08/11 06:22:46 - mmengine - INFO - Epoch(train) [32][40/1879] lr: 2.0000e-03 eta: 6:26:14 time: 0.6411 data_time: 0.0162 memory: 13712 grad_norm: 4.0123 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.2845 loss: 1.2845 2022/08/11 06:22:58 - mmengine - INFO - Epoch(train) [32][60/1879] lr: 2.0000e-03 eta: 6:26:00 time: 0.5809 data_time: 0.0187 memory: 13712 grad_norm: 3.9837 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4345 loss: 1.4345 2022/08/11 06:23:09 - mmengine - INFO - Epoch(train) [32][80/1879] lr: 2.0000e-03 eta: 6:25:47 time: 0.5828 data_time: 0.0175 memory: 13712 grad_norm: 3.8395 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.4265 loss: 1.4265 2022/08/11 06:23:21 - mmengine - INFO - Epoch(train) [32][100/1879] lr: 2.0000e-03 eta: 6:25:33 time: 0.6119 data_time: 0.0173 memory: 13712 grad_norm: 3.8495 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5022 loss: 1.5022 2022/08/11 06:23:35 - mmengine - INFO - Epoch(train) [32][120/1879] lr: 2.0000e-03 eta: 6:25:21 time: 0.6936 data_time: 0.0204 memory: 13712 grad_norm: 3.8545 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.4793 loss: 1.4793 2022/08/11 06:23:47 - mmengine - INFO - Epoch(train) [32][140/1879] lr: 2.0000e-03 eta: 6:25:07 time: 0.5734 data_time: 0.0176 memory: 13712 grad_norm: 3.9318 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4908 loss: 1.4908 2022/08/11 06:23:58 - mmengine - INFO - Epoch(train) [32][160/1879] lr: 2.0000e-03 eta: 6:24:53 time: 0.5845 data_time: 0.0251 memory: 13712 grad_norm: 3.8078 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.3465 loss: 1.3465 2022/08/11 06:24:10 - mmengine - INFO - Epoch(train) [32][180/1879] lr: 2.0000e-03 eta: 6:24:39 time: 0.5883 data_time: 0.0155 memory: 13712 grad_norm: 3.9271 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3655 loss: 1.3655 2022/08/11 06:24:22 - mmengine - INFO - Epoch(train) [32][200/1879] lr: 2.0000e-03 eta: 6:24:25 time: 0.5788 data_time: 0.0184 memory: 13712 grad_norm: 3.9481 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.5216 loss: 1.5216 2022/08/11 06:24:33 - mmengine - INFO - Epoch(train) [32][220/1879] lr: 2.0000e-03 eta: 6:24:11 time: 0.5775 data_time: 0.0191 memory: 13712 grad_norm: 3.8788 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4699 loss: 1.4699 2022/08/11 06:24:45 - mmengine - INFO - Epoch(train) [32][240/1879] lr: 2.0000e-03 eta: 6:23:58 time: 0.5842 data_time: 0.0214 memory: 13712 grad_norm: 3.9147 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3613 loss: 1.3613 2022/08/11 06:24:57 - mmengine - INFO - Epoch(train) [32][260/1879] lr: 2.0000e-03 eta: 6:23:44 time: 0.5938 data_time: 0.0163 memory: 13712 grad_norm: 3.9062 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4501 loss: 1.4501 2022/08/11 06:25:10 - mmengine - INFO - Epoch(train) [32][280/1879] lr: 2.0000e-03 eta: 6:23:31 time: 0.6550 data_time: 0.0197 memory: 13712 grad_norm: 3.9101 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3652 loss: 1.3652 2022/08/11 06:25:26 - mmengine - INFO - Epoch(train) [32][300/1879] lr: 2.0000e-03 eta: 6:23:20 time: 0.8142 data_time: 0.0216 memory: 13712 grad_norm: 3.9362 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6567 loss: 1.6567 2022/08/11 06:25:40 - mmengine - INFO - Epoch(train) [32][320/1879] lr: 2.0000e-03 eta: 6:23:07 time: 0.6626 data_time: 0.0174 memory: 13712 grad_norm: 3.9381 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4512 loss: 1.4512 2022/08/11 06:25:51 - mmengine - INFO - Epoch(train) [32][340/1879] lr: 2.0000e-03 eta: 6:22:53 time: 0.5787 data_time: 0.0208 memory: 13712 grad_norm: 3.8037 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.2804 loss: 1.2804 2022/08/11 06:26:03 - mmengine - INFO - Epoch(train) [32][360/1879] lr: 2.0000e-03 eta: 6:22:40 time: 0.5809 data_time: 0.0195 memory: 13712 grad_norm: 3.9193 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4908 loss: 1.4908 2022/08/11 06:26:14 - mmengine - INFO - Epoch(train) [32][380/1879] lr: 2.0000e-03 eta: 6:22:26 time: 0.5839 data_time: 0.0156 memory: 13712 grad_norm: 3.8501 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3214 loss: 1.3214 2022/08/11 06:26:27 - mmengine - INFO - Epoch(train) [32][400/1879] lr: 2.0000e-03 eta: 6:22:12 time: 0.6214 data_time: 0.0178 memory: 13712 grad_norm: 3.8733 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 1.4222 loss: 1.4222 2022/08/11 06:26:38 - mmengine - INFO - Epoch(train) [32][420/1879] lr: 2.0000e-03 eta: 6:21:59 time: 0.5756 data_time: 0.0179 memory: 13712 grad_norm: 4.0129 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5280 loss: 1.5280 2022/08/11 06:26:50 - mmengine - INFO - Epoch(train) [32][440/1879] lr: 2.0000e-03 eta: 6:21:45 time: 0.5804 data_time: 0.0162 memory: 13712 grad_norm: 3.8392 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.3486 loss: 1.3486 2022/08/11 06:27:02 - mmengine - INFO - Epoch(train) [32][460/1879] lr: 2.0000e-03 eta: 6:21:31 time: 0.5857 data_time: 0.0197 memory: 13712 grad_norm: 3.9237 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5459 loss: 1.5459 2022/08/11 06:27:13 - mmengine - INFO - Epoch(train) [32][480/1879] lr: 2.0000e-03 eta: 6:21:17 time: 0.5803 data_time: 0.0181 memory: 13712 grad_norm: 3.8959 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.4102 loss: 1.4102 2022/08/11 06:27:25 - mmengine - INFO - Epoch(train) [32][500/1879] lr: 2.0000e-03 eta: 6:21:04 time: 0.6010 data_time: 0.0165 memory: 13712 grad_norm: 3.9629 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5903 loss: 1.5903 2022/08/11 06:27:39 - mmengine - INFO - Epoch(train) [32][520/1879] lr: 2.0000e-03 eta: 6:20:51 time: 0.6602 data_time: 0.0257 memory: 13712 grad_norm: 3.8305 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.3515 loss: 1.3515 2022/08/11 06:27:51 - mmengine - INFO - Epoch(train) [32][540/1879] lr: 2.0000e-03 eta: 6:20:37 time: 0.6224 data_time: 0.0174 memory: 13712 grad_norm: 3.9780 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.2872 loss: 1.2872 2022/08/11 06:28:03 - mmengine - INFO - Epoch(train) [32][560/1879] lr: 2.0000e-03 eta: 6:20:24 time: 0.5831 data_time: 0.0174 memory: 13712 grad_norm: 3.9092 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 1.3117 loss: 1.3117 2022/08/11 06:28:14 - mmengine - INFO - Epoch(train) [32][580/1879] lr: 2.0000e-03 eta: 6:20:10 time: 0.5781 data_time: 0.0170 memory: 13712 grad_norm: 3.9055 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3823 loss: 1.3823 2022/08/11 06:28:26 - mmengine - INFO - Epoch(train) [32][600/1879] lr: 2.0000e-03 eta: 6:19:56 time: 0.5836 data_time: 0.0177 memory: 13712 grad_norm: 3.8931 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6003 loss: 1.6003 2022/08/11 06:28:38 - mmengine - INFO - Epoch(train) [32][620/1879] lr: 2.0000e-03 eta: 6:19:42 time: 0.5785 data_time: 0.0193 memory: 13712 grad_norm: 3.9461 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7008 loss: 1.7008 2022/08/11 06:28:50 - mmengine - INFO - Epoch(train) [32][640/1879] lr: 2.0000e-03 eta: 6:19:29 time: 0.5968 data_time: 0.0341 memory: 13712 grad_norm: 3.8788 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5160 loss: 1.5160 2022/08/11 06:29:01 - mmengine - INFO - Epoch(train) [32][660/1879] lr: 2.0000e-03 eta: 6:19:15 time: 0.5772 data_time: 0.0189 memory: 13712 grad_norm: 4.0447 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.4965 loss: 1.4965 2022/08/11 06:29:13 - mmengine - INFO - Epoch(train) [32][680/1879] lr: 2.0000e-03 eta: 6:19:01 time: 0.5894 data_time: 0.0180 memory: 13712 grad_norm: 3.9450 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5751 loss: 1.5751 2022/08/11 06:29:25 - mmengine - INFO - Epoch(train) [32][700/1879] lr: 2.0000e-03 eta: 6:18:47 time: 0.5839 data_time: 0.0187 memory: 13712 grad_norm: 4.0010 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5539 loss: 1.5539 2022/08/11 06:29:36 - mmengine - INFO - Epoch(train) [32][720/1879] lr: 2.0000e-03 eta: 6:18:33 time: 0.5784 data_time: 0.0182 memory: 13712 grad_norm: 3.8622 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4586 loss: 1.4586 2022/08/11 06:29:48 - mmengine - INFO - Epoch(train) [32][740/1879] lr: 2.0000e-03 eta: 6:18:20 time: 0.5840 data_time: 0.0186 memory: 13712 grad_norm: 3.8453 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3847 loss: 1.3847 2022/08/11 06:29:54 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 06:30:00 - mmengine - INFO - Epoch(train) [32][760/1879] lr: 2.0000e-03 eta: 6:18:06 time: 0.5873 data_time: 0.0205 memory: 13712 grad_norm: 3.8827 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.2760 loss: 1.2760 2022/08/11 06:30:14 - mmengine - INFO - Epoch(train) [32][780/1879] lr: 2.0000e-03 eta: 6:17:54 time: 0.7139 data_time: 0.0172 memory: 13712 grad_norm: 3.9416 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6466 loss: 1.6466 2022/08/11 06:30:26 - mmengine - INFO - Epoch(train) [32][800/1879] lr: 2.0000e-03 eta: 6:17:40 time: 0.5974 data_time: 0.0183 memory: 13712 grad_norm: 3.9830 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5069 loss: 1.5069 2022/08/11 06:30:38 - mmengine - INFO - Epoch(train) [32][820/1879] lr: 2.0000e-03 eta: 6:17:27 time: 0.6157 data_time: 0.0198 memory: 13712 grad_norm: 3.8990 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.3289 loss: 1.3289 2022/08/11 06:30:50 - mmengine - INFO - Epoch(train) [32][840/1879] lr: 2.0000e-03 eta: 6:17:13 time: 0.6004 data_time: 0.0184 memory: 13712 grad_norm: 3.9824 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.3653 loss: 1.3653 2022/08/11 06:31:05 - mmengine - INFO - Epoch(train) [32][860/1879] lr: 2.0000e-03 eta: 6:17:01 time: 0.7323 data_time: 0.0175 memory: 13712 grad_norm: 3.9014 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5385 loss: 1.5385 2022/08/11 06:31:21 - mmengine - INFO - Epoch(train) [32][880/1879] lr: 2.0000e-03 eta: 6:16:50 time: 0.8112 data_time: 0.2435 memory: 13712 grad_norm: 3.8405 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.2265 loss: 1.2265 2022/08/11 06:31:35 - mmengine - INFO - Epoch(train) [32][900/1879] lr: 2.0000e-03 eta: 6:16:38 time: 0.7037 data_time: 0.1199 memory: 13712 grad_norm: 3.9661 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 1.4848 loss: 1.4848 2022/08/11 06:31:50 - mmengine - INFO - Epoch(train) [32][920/1879] lr: 2.0000e-03 eta: 6:16:26 time: 0.7566 data_time: 0.0243 memory: 13712 grad_norm: 3.8599 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.4447 loss: 1.4447 2022/08/11 06:32:02 - mmengine - INFO - Epoch(train) [32][940/1879] lr: 2.0000e-03 eta: 6:16:12 time: 0.6034 data_time: 0.0317 memory: 13712 grad_norm: 3.9456 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3685 loss: 1.3685 2022/08/11 06:32:16 - mmengine - INFO - Epoch(train) [32][960/1879] lr: 2.0000e-03 eta: 6:16:00 time: 0.6844 data_time: 0.0173 memory: 13712 grad_norm: 3.9146 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3947 loss: 1.3947 2022/08/11 06:32:28 - mmengine - INFO - Epoch(train) [32][980/1879] lr: 2.0000e-03 eta: 6:15:46 time: 0.5825 data_time: 0.0189 memory: 13712 grad_norm: 3.9475 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.3723 loss: 1.3723 2022/08/11 06:32:39 - mmengine - INFO - Epoch(train) [32][1000/1879] lr: 2.0000e-03 eta: 6:15:32 time: 0.5879 data_time: 0.0185 memory: 13712 grad_norm: 4.0122 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4899 loss: 1.4899 2022/08/11 06:32:52 - mmengine - INFO - Epoch(train) [32][1020/1879] lr: 2.0000e-03 eta: 6:15:19 time: 0.6206 data_time: 0.0173 memory: 13712 grad_norm: 3.8775 top1_acc: 0.6875 top5_acc: 0.6875 loss_cls: 1.4218 loss: 1.4218 2022/08/11 06:33:05 - mmengine - INFO - Epoch(train) [32][1040/1879] lr: 2.0000e-03 eta: 6:15:06 time: 0.6672 data_time: 0.0952 memory: 13712 grad_norm: 3.9649 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.2985 loss: 1.2985 2022/08/11 06:33:17 - mmengine - INFO - Epoch(train) [32][1060/1879] lr: 2.0000e-03 eta: 6:14:53 time: 0.5827 data_time: 0.0143 memory: 13712 grad_norm: 4.0020 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4850 loss: 1.4850 2022/08/11 06:33:29 - mmengine - INFO - Epoch(train) [32][1080/1879] lr: 2.0000e-03 eta: 6:14:39 time: 0.6013 data_time: 0.0290 memory: 13712 grad_norm: 3.9224 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4802 loss: 1.4802 2022/08/11 06:33:45 - mmengine - INFO - Epoch(train) [32][1100/1879] lr: 2.0000e-03 eta: 6:14:28 time: 0.8021 data_time: 0.1383 memory: 13712 grad_norm: 3.9047 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5908 loss: 1.5908 2022/08/11 06:33:57 - mmengine - INFO - Epoch(train) [32][1120/1879] lr: 2.0000e-03 eta: 6:14:14 time: 0.5819 data_time: 0.0156 memory: 13712 grad_norm: 4.0333 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3768 loss: 1.3768 2022/08/11 06:34:10 - mmengine - INFO - Epoch(train) [32][1140/1879] lr: 2.0000e-03 eta: 6:14:01 time: 0.6744 data_time: 0.0181 memory: 13712 grad_norm: 3.9206 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.5615 loss: 1.5615 2022/08/11 06:34:24 - mmengine - INFO - Epoch(train) [32][1160/1879] lr: 2.0000e-03 eta: 6:13:49 time: 0.7004 data_time: 0.0474 memory: 13712 grad_norm: 3.9325 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.3729 loss: 1.3729 2022/08/11 06:34:37 - mmengine - INFO - Epoch(train) [32][1180/1879] lr: 2.0000e-03 eta: 6:13:36 time: 0.6241 data_time: 0.0148 memory: 13712 grad_norm: 3.9857 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.3473 loss: 1.3473 2022/08/11 06:34:48 - mmengine - INFO - Epoch(train) [32][1200/1879] lr: 2.0000e-03 eta: 6:13:22 time: 0.5886 data_time: 0.0232 memory: 13712 grad_norm: 3.9591 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.2762 loss: 1.2762 2022/08/11 06:35:07 - mmengine - INFO - Epoch(train) [32][1220/1879] lr: 2.0000e-03 eta: 6:13:12 time: 0.9523 data_time: 0.3679 memory: 13712 grad_norm: 3.9624 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.3341 loss: 1.3341 2022/08/11 06:35:20 - mmengine - INFO - Epoch(train) [32][1240/1879] lr: 2.0000e-03 eta: 6:12:59 time: 0.6208 data_time: 0.0560 memory: 13712 grad_norm: 3.9903 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5203 loss: 1.5203 2022/08/11 06:35:32 - mmengine - INFO - Epoch(train) [32][1260/1879] lr: 2.0000e-03 eta: 6:12:46 time: 0.5950 data_time: 0.0244 memory: 13712 grad_norm: 3.8902 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.6608 loss: 1.6608 2022/08/11 06:35:45 - mmengine - INFO - Epoch(train) [32][1280/1879] lr: 2.0000e-03 eta: 6:12:33 time: 0.6814 data_time: 0.0189 memory: 13712 grad_norm: 3.9756 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.5548 loss: 1.5548 2022/08/11 06:36:02 - mmengine - INFO - Epoch(train) [32][1300/1879] lr: 2.0000e-03 eta: 6:12:22 time: 0.8097 data_time: 0.0205 memory: 13712 grad_norm: 3.9227 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3978 loss: 1.3978 2022/08/11 06:36:14 - mmengine - INFO - Epoch(train) [32][1320/1879] lr: 2.0000e-03 eta: 6:12:08 time: 0.5949 data_time: 0.0184 memory: 13712 grad_norm: 3.9747 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5272 loss: 1.5272 2022/08/11 06:36:28 - mmengine - INFO - Epoch(train) [32][1340/1879] lr: 2.0000e-03 eta: 6:11:56 time: 0.7288 data_time: 0.0165 memory: 13712 grad_norm: 3.9532 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.6837 loss: 1.6837 2022/08/11 06:36:40 - mmengine - INFO - Epoch(train) [32][1360/1879] lr: 2.0000e-03 eta: 6:11:42 time: 0.5735 data_time: 0.0195 memory: 13712 grad_norm: 4.0444 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4297 loss: 1.4297 2022/08/11 06:36:52 - mmengine - INFO - Epoch(train) [32][1380/1879] lr: 2.0000e-03 eta: 6:11:29 time: 0.6101 data_time: 0.0183 memory: 13712 grad_norm: 3.8454 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.4671 loss: 1.4671 2022/08/11 06:37:04 - mmengine - INFO - Epoch(train) [32][1400/1879] lr: 2.0000e-03 eta: 6:11:15 time: 0.6006 data_time: 0.0215 memory: 13712 grad_norm: 3.8844 top1_acc: 0.6875 top5_acc: 0.6875 loss_cls: 1.4141 loss: 1.4141 2022/08/11 06:37:15 - mmengine - INFO - Epoch(train) [32][1420/1879] lr: 2.0000e-03 eta: 6:11:01 time: 0.5813 data_time: 0.0162 memory: 13712 grad_norm: 3.9979 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.6009 loss: 1.6009 2022/08/11 06:37:27 - mmengine - INFO - Epoch(train) [32][1440/1879] lr: 2.0000e-03 eta: 6:10:48 time: 0.5882 data_time: 0.0189 memory: 13712 grad_norm: 3.8868 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.4864 loss: 1.4864 2022/08/11 06:37:39 - mmengine - INFO - Epoch(train) [32][1460/1879] lr: 2.0000e-03 eta: 6:10:34 time: 0.5727 data_time: 0.0194 memory: 13712 grad_norm: 4.0435 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5112 loss: 1.5112 2022/08/11 06:37:50 - mmengine - INFO - Epoch(train) [32][1480/1879] lr: 2.0000e-03 eta: 6:10:20 time: 0.5783 data_time: 0.0182 memory: 13712 grad_norm: 3.9915 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.3790 loss: 1.3790 2022/08/11 06:38:02 - mmengine - INFO - Epoch(train) [32][1500/1879] lr: 2.0000e-03 eta: 6:10:06 time: 0.5739 data_time: 0.0181 memory: 13712 grad_norm: 3.9819 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.3824 loss: 1.3824 2022/08/11 06:38:13 - mmengine - INFO - Epoch(train) [32][1520/1879] lr: 2.0000e-03 eta: 6:09:53 time: 0.5888 data_time: 0.0283 memory: 13712 grad_norm: 3.9192 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.2998 loss: 1.2998 2022/08/11 06:38:25 - mmengine - INFO - Epoch(train) [32][1540/1879] lr: 2.0000e-03 eta: 6:09:39 time: 0.5777 data_time: 0.0159 memory: 13712 grad_norm: 3.9999 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.4594 loss: 1.4594 2022/08/11 06:38:37 - mmengine - INFO - Epoch(train) [32][1560/1879] lr: 2.0000e-03 eta: 6:09:25 time: 0.5778 data_time: 0.0173 memory: 13712 grad_norm: 3.9409 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.4957 loss: 1.4957 2022/08/11 06:38:48 - mmengine - INFO - Epoch(train) [32][1580/1879] lr: 2.0000e-03 eta: 6:09:11 time: 0.5827 data_time: 0.0183 memory: 13712 grad_norm: 3.9853 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.5903 loss: 1.5903 2022/08/11 06:39:00 - mmengine - INFO - Epoch(train) [32][1600/1879] lr: 2.0000e-03 eta: 6:08:57 time: 0.5771 data_time: 0.0193 memory: 13712 grad_norm: 3.9386 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7360 loss: 1.7360 2022/08/11 06:39:11 - mmengine - INFO - Epoch(train) [32][1620/1879] lr: 2.0000e-03 eta: 6:08:44 time: 0.5803 data_time: 0.0177 memory: 13712 grad_norm: 3.9897 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3191 loss: 1.3191 2022/08/11 06:39:23 - mmengine - INFO - Epoch(train) [32][1640/1879] lr: 2.0000e-03 eta: 6:08:30 time: 0.5914 data_time: 0.0188 memory: 13712 grad_norm: 3.9725 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.3254 loss: 1.3254 2022/08/11 06:39:35 - mmengine - INFO - Epoch(train) [32][1660/1879] lr: 2.0000e-03 eta: 6:08:16 time: 0.5767 data_time: 0.0177 memory: 13712 grad_norm: 3.8953 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3680 loss: 1.3680 2022/08/11 06:39:46 - mmengine - INFO - Epoch(train) [32][1680/1879] lr: 2.0000e-03 eta: 6:08:02 time: 0.5764 data_time: 0.0174 memory: 13712 grad_norm: 4.0418 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 1.3896 loss: 1.3896 2022/08/11 06:39:58 - mmengine - INFO - Epoch(train) [32][1700/1879] lr: 2.0000e-03 eta: 6:07:49 time: 0.5741 data_time: 0.0181 memory: 13712 grad_norm: 3.9651 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5474 loss: 1.5474 2022/08/11 06:40:11 - mmengine - INFO - Epoch(train) [32][1720/1879] lr: 2.0000e-03 eta: 6:07:36 time: 0.6461 data_time: 0.0181 memory: 13712 grad_norm: 3.8966 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.2924 loss: 1.2924 2022/08/11 06:40:22 - mmengine - INFO - Epoch(train) [32][1740/1879] lr: 2.0000e-03 eta: 6:07:22 time: 0.5840 data_time: 0.0174 memory: 13712 grad_norm: 3.8890 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3884 loss: 1.3884 2022/08/11 06:40:29 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 06:40:34 - mmengine - INFO - Epoch(train) [32][1760/1879] lr: 2.0000e-03 eta: 6:07:08 time: 0.5730 data_time: 0.0184 memory: 13712 grad_norm: 3.9520 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3119 loss: 1.3119 2022/08/11 06:40:45 - mmengine - INFO - Epoch(train) [32][1780/1879] lr: 2.0000e-03 eta: 6:06:54 time: 0.5762 data_time: 0.0167 memory: 13712 grad_norm: 4.0044 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5661 loss: 1.5661 2022/08/11 06:40:57 - mmengine - INFO - Epoch(train) [32][1800/1879] lr: 2.0000e-03 eta: 6:06:40 time: 0.5716 data_time: 0.0173 memory: 13712 grad_norm: 4.0606 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.6247 loss: 1.6247 2022/08/11 06:41:08 - mmengine - INFO - Epoch(train) [32][1820/1879] lr: 2.0000e-03 eta: 6:06:27 time: 0.5761 data_time: 0.0195 memory: 13712 grad_norm: 3.9659 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6324 loss: 1.6324 2022/08/11 06:41:22 - mmengine - INFO - Epoch(train) [32][1840/1879] lr: 2.0000e-03 eta: 6:06:14 time: 0.6908 data_time: 0.1276 memory: 13712 grad_norm: 3.9767 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.2701 loss: 1.2701 2022/08/11 06:41:34 - mmengine - INFO - Epoch(train) [32][1860/1879] lr: 2.0000e-03 eta: 6:06:00 time: 0.5824 data_time: 0.0167 memory: 13712 grad_norm: 3.9691 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.5960 loss: 1.5960 2022/08/11 06:41:45 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 06:41:45 - mmengine - INFO - Epoch(train) [32][1879/1879] lr: 2.0000e-03 eta: 6:06:00 time: 0.5746 data_time: 0.0169 memory: 13712 grad_norm: 4.0223 top1_acc: 0.4286 top5_acc: 0.5714 loss_cls: 1.5261 loss: 1.5261 2022/08/11 06:43:04 - mmengine - INFO - Epoch(val) [32][20/155] eta: 0:08:56 time: 3.9754 data_time: 2.5959 memory: 14838 2022/08/11 06:44:08 - mmengine - INFO - Epoch(val) [32][40/155] eta: 0:06:04 time: 3.1664 data_time: 1.7898 memory: 14838 2022/08/11 06:45:12 - mmengine - INFO - Epoch(val) [32][60/155] eta: 0:05:06 time: 3.2297 data_time: 1.8557 memory: 14838 2022/08/11 06:46:20 - mmengine - INFO - Epoch(val) [32][80/155] eta: 0:04:15 time: 3.4044 data_time: 2.0309 memory: 14838 2022/08/11 06:47:16 - mmengine - INFO - Epoch(val) [32][100/155] eta: 0:02:31 time: 2.7630 data_time: 1.3875 memory: 14838 2022/08/11 06:48:26 - mmengine - INFO - Epoch(val) [32][120/155] eta: 0:02:03 time: 3.5184 data_time: 2.1380 memory: 14838 2022/08/11 06:49:24 - mmengine - INFO - Epoch(val) [32][140/155] eta: 0:00:43 time: 2.9098 data_time: 1.5407 memory: 14838 2022/08/11 06:50:21 - mmengine - INFO - Epoch(val) [32][155/155] acc/top1: 0.7128 acc/top5: 0.8985 acc/mean1: 0.7127 2022/08/11 06:50:21 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_r50_dense_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_31.pth is removed 2022/08/11 06:50:22 - mmengine - INFO - The best checkpoint with 0.7128 acc/top1 at 33 epoch is saved to best_acc/top1_epoch_33.pth. 2022/08/11 06:50:39 - mmengine - INFO - Epoch(train) [33][20/1879] lr: 2.0000e-03 eta: 6:05:30 time: 0.8466 data_time: 0.2534 memory: 14838 grad_norm: 3.9943 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 1.4402 loss: 1.4402 2022/08/11 06:50:51 - mmengine - INFO - Epoch(train) [33][40/1879] lr: 2.0000e-03 eta: 6:05:16 time: 0.5771 data_time: 0.0175 memory: 13712 grad_norm: 3.9399 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2643 loss: 1.2643 2022/08/11 06:51:02 - mmengine - INFO - Epoch(train) [33][60/1879] lr: 2.0000e-03 eta: 6:05:03 time: 0.5843 data_time: 0.0203 memory: 13712 grad_norm: 3.8462 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3840 loss: 1.3840 2022/08/11 06:51:14 - mmengine - INFO - Epoch(train) [33][80/1879] lr: 2.0000e-03 eta: 6:04:49 time: 0.5772 data_time: 0.0165 memory: 13712 grad_norm: 3.9696 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.4161 loss: 1.4161 2022/08/11 06:51:25 - mmengine - INFO - Epoch(train) [33][100/1879] lr: 2.0000e-03 eta: 6:04:35 time: 0.5745 data_time: 0.0177 memory: 13712 grad_norm: 3.8949 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5683 loss: 1.5683 2022/08/11 06:51:37 - mmengine - INFO - Epoch(train) [33][120/1879] lr: 2.0000e-03 eta: 6:04:21 time: 0.5744 data_time: 0.0179 memory: 13712 grad_norm: 4.1349 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4448 loss: 1.4448 2022/08/11 06:51:49 - mmengine - INFO - Epoch(train) [33][140/1879] lr: 2.0000e-03 eta: 6:04:08 time: 0.5820 data_time: 0.0193 memory: 13712 grad_norm: 3.8843 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.3256 loss: 1.3256 2022/08/11 06:52:01 - mmengine - INFO - Epoch(train) [33][160/1879] lr: 2.0000e-03 eta: 6:03:54 time: 0.5993 data_time: 0.0270 memory: 13712 grad_norm: 3.9857 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5027 loss: 1.5027 2022/08/11 06:52:12 - mmengine - INFO - Epoch(train) [33][180/1879] lr: 2.0000e-03 eta: 6:03:41 time: 0.5922 data_time: 0.0255 memory: 13712 grad_norm: 3.9987 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.4060 loss: 1.4060 2022/08/11 06:52:24 - mmengine - INFO - Epoch(train) [33][200/1879] lr: 2.0000e-03 eta: 6:03:27 time: 0.5816 data_time: 0.0184 memory: 13712 grad_norm: 3.9443 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.4759 loss: 1.4759 2022/08/11 06:52:36 - mmengine - INFO - Epoch(train) [33][220/1879] lr: 2.0000e-03 eta: 6:03:13 time: 0.5916 data_time: 0.0167 memory: 13712 grad_norm: 4.0024 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.3953 loss: 1.3953 2022/08/11 06:52:48 - mmengine - INFO - Epoch(train) [33][240/1879] lr: 2.0000e-03 eta: 6:02:59 time: 0.5792 data_time: 0.0178 memory: 13712 grad_norm: 3.9954 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5506 loss: 1.5506 2022/08/11 06:52:59 - mmengine - INFO - Epoch(train) [33][260/1879] lr: 2.0000e-03 eta: 6:02:46 time: 0.5802 data_time: 0.0196 memory: 13712 grad_norm: 3.9562 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 1.4486 loss: 1.4486 2022/08/11 06:53:11 - mmengine - INFO - Epoch(train) [33][280/1879] lr: 2.0000e-03 eta: 6:02:32 time: 0.5888 data_time: 0.0184 memory: 13712 grad_norm: 3.9275 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5155 loss: 1.5155 2022/08/11 06:53:23 - mmengine - INFO - Epoch(train) [33][300/1879] lr: 2.0000e-03 eta: 6:02:18 time: 0.5795 data_time: 0.0171 memory: 13712 grad_norm: 3.9114 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4078 loss: 1.4078 2022/08/11 06:53:34 - mmengine - INFO - Epoch(train) [33][320/1879] lr: 2.0000e-03 eta: 6:02:05 time: 0.5818 data_time: 0.0183 memory: 13712 grad_norm: 3.9897 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.3259 loss: 1.3259 2022/08/11 06:53:48 - mmengine - INFO - Epoch(train) [33][340/1879] lr: 2.0000e-03 eta: 6:01:52 time: 0.6782 data_time: 0.0165 memory: 13712 grad_norm: 3.9982 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.5203 loss: 1.5203 2022/08/11 06:54:02 - mmengine - INFO - Epoch(train) [33][360/1879] lr: 2.0000e-03 eta: 6:01:40 time: 0.7047 data_time: 0.0175 memory: 13712 grad_norm: 3.9411 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3525 loss: 1.3525 2022/08/11 06:54:17 - mmengine - INFO - Epoch(train) [33][380/1879] lr: 2.0000e-03 eta: 6:01:28 time: 0.7595 data_time: 0.0178 memory: 13712 grad_norm: 3.9046 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2455 loss: 1.2455 2022/08/11 06:54:30 - mmengine - INFO - Epoch(train) [33][400/1879] lr: 2.0000e-03 eta: 6:01:15 time: 0.6597 data_time: 0.0178 memory: 13712 grad_norm: 3.9658 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.2766 loss: 1.2766 2022/08/11 06:54:43 - mmengine - INFO - Epoch(train) [33][420/1879] lr: 2.0000e-03 eta: 6:01:02 time: 0.6482 data_time: 0.0178 memory: 13712 grad_norm: 4.0361 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3989 loss: 1.3989 2022/08/11 06:54:55 - mmengine - INFO - Epoch(train) [33][440/1879] lr: 2.0000e-03 eta: 6:00:48 time: 0.5833 data_time: 0.0178 memory: 13712 grad_norm: 4.0179 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6228 loss: 1.6228 2022/08/11 06:55:07 - mmengine - INFO - Epoch(train) [33][460/1879] lr: 2.0000e-03 eta: 6:00:35 time: 0.6174 data_time: 0.0191 memory: 13712 grad_norm: 3.9040 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.3280 loss: 1.3280 2022/08/11 06:55:19 - mmengine - INFO - Epoch(train) [33][480/1879] lr: 2.0000e-03 eta: 6:00:22 time: 0.6006 data_time: 0.0317 memory: 13712 grad_norm: 3.9847 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.4286 loss: 1.4286 2022/08/11 06:55:33 - mmengine - INFO - Epoch(train) [33][500/1879] lr: 2.0000e-03 eta: 6:00:09 time: 0.6993 data_time: 0.0194 memory: 13712 grad_norm: 3.9199 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.3426 loss: 1.3426 2022/08/11 06:55:46 - mmengine - INFO - Epoch(train) [33][520/1879] lr: 2.0000e-03 eta: 5:59:56 time: 0.6242 data_time: 0.0189 memory: 13712 grad_norm: 3.9861 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.4648 loss: 1.4648 2022/08/11 06:55:57 - mmengine - INFO - Epoch(train) [33][540/1879] lr: 2.0000e-03 eta: 5:59:42 time: 0.5757 data_time: 0.0157 memory: 13712 grad_norm: 4.0158 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4345 loss: 1.4345 2022/08/11 06:56:09 - mmengine - INFO - Epoch(train) [33][560/1879] lr: 2.0000e-03 eta: 5:59:28 time: 0.5759 data_time: 0.0178 memory: 13712 grad_norm: 3.9781 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5240 loss: 1.5240 2022/08/11 06:56:22 - mmengine - INFO - Epoch(train) [33][580/1879] lr: 2.0000e-03 eta: 5:59:15 time: 0.6443 data_time: 0.0184 memory: 13712 grad_norm: 3.8697 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 1.4119 loss: 1.4119 2022/08/11 06:56:33 - mmengine - INFO - Epoch(train) [33][600/1879] lr: 2.0000e-03 eta: 5:59:02 time: 0.5880 data_time: 0.0187 memory: 13712 grad_norm: 3.8589 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.3993 loss: 1.3993 2022/08/11 06:56:45 - mmengine - INFO - Epoch(train) [33][620/1879] lr: 2.0000e-03 eta: 5:58:48 time: 0.5791 data_time: 0.0178 memory: 13712 grad_norm: 4.0261 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.3725 loss: 1.3725 2022/08/11 06:56:57 - mmengine - INFO - Epoch(train) [33][640/1879] lr: 2.0000e-03 eta: 5:58:34 time: 0.5791 data_time: 0.0205 memory: 13712 grad_norm: 4.0289 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.3207 loss: 1.3207 2022/08/11 06:57:08 - mmengine - INFO - Epoch(train) [33][660/1879] lr: 2.0000e-03 eta: 5:58:21 time: 0.5902 data_time: 0.0162 memory: 13712 grad_norm: 3.9854 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4539 loss: 1.4539 2022/08/11 06:57:20 - mmengine - INFO - Epoch(train) [33][680/1879] lr: 2.0000e-03 eta: 5:58:07 time: 0.5923 data_time: 0.0200 memory: 13712 grad_norm: 3.8831 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.4655 loss: 1.4655 2022/08/11 06:57:32 - mmengine - INFO - Epoch(train) [33][700/1879] lr: 2.0000e-03 eta: 5:57:53 time: 0.5805 data_time: 0.0177 memory: 13712 grad_norm: 4.0159 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4028 loss: 1.4028 2022/08/11 06:57:46 - mmengine - INFO - Epoch(train) [33][720/1879] lr: 2.0000e-03 eta: 5:57:41 time: 0.7132 data_time: 0.0185 memory: 13712 grad_norm: 3.9479 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.2671 loss: 1.2671 2022/08/11 06:57:58 - mmengine - INFO - Epoch(train) [33][740/1879] lr: 2.0000e-03 eta: 5:57:27 time: 0.5779 data_time: 0.0170 memory: 13712 grad_norm: 4.0193 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.3279 loss: 1.3279 2022/08/11 06:58:09 - mmengine - INFO - Epoch(train) [33][760/1879] lr: 2.0000e-03 eta: 5:57:14 time: 0.5761 data_time: 0.0182 memory: 13712 grad_norm: 3.9125 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3464 loss: 1.3464 2022/08/11 06:58:21 - mmengine - INFO - Epoch(train) [33][780/1879] lr: 2.0000e-03 eta: 5:57:00 time: 0.5773 data_time: 0.0187 memory: 13712 grad_norm: 4.0625 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5872 loss: 1.5872 2022/08/11 06:58:32 - mmengine - INFO - Epoch(train) [33][800/1879] lr: 2.0000e-03 eta: 5:56:46 time: 0.5773 data_time: 0.0199 memory: 13712 grad_norm: 4.1553 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3717 loss: 1.3717 2022/08/11 06:58:44 - mmengine - INFO - Epoch(train) [33][820/1879] lr: 2.0000e-03 eta: 5:56:32 time: 0.5758 data_time: 0.0196 memory: 13712 grad_norm: 3.7926 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.4868 loss: 1.4868 2022/08/11 06:58:55 - mmengine - INFO - Epoch(train) [33][840/1879] lr: 2.0000e-03 eta: 5:56:19 time: 0.5737 data_time: 0.0189 memory: 13712 grad_norm: 3.9960 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.4762 loss: 1.4762 2022/08/11 06:59:07 - mmengine - INFO - Epoch(train) [33][860/1879] lr: 2.0000e-03 eta: 5:56:05 time: 0.5801 data_time: 0.0162 memory: 13712 grad_norm: 3.9443 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4122 loss: 1.4122 2022/08/11 06:59:14 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 06:59:19 - mmengine - INFO - Epoch(train) [33][880/1879] lr: 2.0000e-03 eta: 5:55:51 time: 0.5778 data_time: 0.0178 memory: 13712 grad_norm: 3.9644 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3912 loss: 1.3912 2022/08/11 06:59:30 - mmengine - INFO - Epoch(train) [33][900/1879] lr: 2.0000e-03 eta: 5:55:37 time: 0.5723 data_time: 0.0171 memory: 13712 grad_norm: 3.9679 top1_acc: 0.6875 top5_acc: 0.6875 loss_cls: 1.5152 loss: 1.5152 2022/08/11 06:59:42 - mmengine - INFO - Epoch(train) [33][920/1879] lr: 2.0000e-03 eta: 5:55:24 time: 0.5801 data_time: 0.0201 memory: 13712 grad_norm: 4.0559 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4025 loss: 1.4025 2022/08/11 06:59:53 - mmengine - INFO - Epoch(train) [33][940/1879] lr: 2.0000e-03 eta: 5:55:10 time: 0.5774 data_time: 0.0160 memory: 13712 grad_norm: 3.9306 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.5722 loss: 1.5722 2022/08/11 07:00:05 - mmengine - INFO - Epoch(train) [33][960/1879] lr: 2.0000e-03 eta: 5:54:56 time: 0.5792 data_time: 0.0202 memory: 13712 grad_norm: 4.1013 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.5314 loss: 1.5314 2022/08/11 07:00:16 - mmengine - INFO - Epoch(train) [33][980/1879] lr: 2.0000e-03 eta: 5:54:43 time: 0.5774 data_time: 0.0170 memory: 13712 grad_norm: 4.0096 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.3135 loss: 1.3135 2022/08/11 07:00:28 - mmengine - INFO - Epoch(train) [33][1000/1879] lr: 2.0000e-03 eta: 5:54:29 time: 0.5865 data_time: 0.0169 memory: 13712 grad_norm: 3.9054 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.3854 loss: 1.3854 2022/08/11 07:00:40 - mmengine - INFO - Epoch(train) [33][1020/1879] lr: 2.0000e-03 eta: 5:54:15 time: 0.5863 data_time: 0.0178 memory: 13712 grad_norm: 4.0165 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.4094 loss: 1.4094 2022/08/11 07:00:52 - mmengine - INFO - Epoch(train) [33][1040/1879] lr: 2.0000e-03 eta: 5:54:02 time: 0.6292 data_time: 0.0642 memory: 13712 grad_norm: 4.0401 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6002 loss: 1.6002 2022/08/11 07:01:08 - mmengine - INFO - Epoch(train) [33][1060/1879] lr: 2.0000e-03 eta: 5:53:50 time: 0.7567 data_time: 0.1611 memory: 13712 grad_norm: 3.9708 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.2927 loss: 1.2927 2022/08/11 07:01:19 - mmengine - INFO - Epoch(train) [33][1080/1879] lr: 2.0000e-03 eta: 5:53:37 time: 0.5825 data_time: 0.0172 memory: 13712 grad_norm: 4.0374 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.4351 loss: 1.4351 2022/08/11 07:01:32 - mmengine - INFO - Epoch(train) [33][1100/1879] lr: 2.0000e-03 eta: 5:53:24 time: 0.6461 data_time: 0.0528 memory: 13712 grad_norm: 4.0145 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4009 loss: 1.4009 2022/08/11 07:01:45 - mmengine - INFO - Epoch(train) [33][1120/1879] lr: 2.0000e-03 eta: 5:53:11 time: 0.6449 data_time: 0.0407 memory: 13712 grad_norm: 4.0229 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5735 loss: 1.5735 2022/08/11 07:01:58 - mmengine - INFO - Epoch(train) [33][1140/1879] lr: 2.0000e-03 eta: 5:52:58 time: 0.6385 data_time: 0.0129 memory: 13712 grad_norm: 4.0230 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3972 loss: 1.3972 2022/08/11 07:02:10 - mmengine - INFO - Epoch(train) [33][1160/1879] lr: 2.0000e-03 eta: 5:52:44 time: 0.6103 data_time: 0.0181 memory: 13712 grad_norm: 4.1688 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.3877 loss: 1.3877 2022/08/11 07:02:22 - mmengine - INFO - Epoch(train) [33][1180/1879] lr: 2.0000e-03 eta: 5:52:31 time: 0.5900 data_time: 0.0187 memory: 13712 grad_norm: 4.0474 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5860 loss: 1.5860 2022/08/11 07:02:33 - mmengine - INFO - Epoch(train) [33][1200/1879] lr: 2.0000e-03 eta: 5:52:17 time: 0.5748 data_time: 0.0180 memory: 13712 grad_norm: 4.0080 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.2805 loss: 1.2805 2022/08/11 07:02:45 - mmengine - INFO - Epoch(train) [33][1220/1879] lr: 2.0000e-03 eta: 5:52:03 time: 0.5799 data_time: 0.0185 memory: 13712 grad_norm: 4.0515 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.1728 loss: 1.1728 2022/08/11 07:02:56 - mmengine - INFO - Epoch(train) [33][1240/1879] lr: 2.0000e-03 eta: 5:51:50 time: 0.5759 data_time: 0.0178 memory: 13712 grad_norm: 4.0084 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3761 loss: 1.3761 2022/08/11 07:03:08 - mmengine - INFO - Epoch(train) [33][1260/1879] lr: 2.0000e-03 eta: 5:51:36 time: 0.5852 data_time: 0.0195 memory: 13712 grad_norm: 4.1002 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.5108 loss: 1.5108 2022/08/11 07:03:20 - mmengine - INFO - Epoch(train) [33][1280/1879] lr: 2.0000e-03 eta: 5:51:22 time: 0.5809 data_time: 0.0174 memory: 13712 grad_norm: 4.0114 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4795 loss: 1.4795 2022/08/11 07:03:32 - mmengine - INFO - Epoch(train) [33][1300/1879] lr: 2.0000e-03 eta: 5:51:09 time: 0.5851 data_time: 0.0199 memory: 13712 grad_norm: 3.9793 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.4927 loss: 1.4927 2022/08/11 07:03:43 - mmengine - INFO - Epoch(train) [33][1320/1879] lr: 2.0000e-03 eta: 5:50:55 time: 0.5821 data_time: 0.0195 memory: 13712 grad_norm: 4.0046 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.3643 loss: 1.3643 2022/08/11 07:03:55 - mmengine - INFO - Epoch(train) [33][1340/1879] lr: 2.0000e-03 eta: 5:50:41 time: 0.5763 data_time: 0.0169 memory: 13712 grad_norm: 4.0414 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 1.6310 loss: 1.6310 2022/08/11 07:04:06 - mmengine - INFO - Epoch(train) [33][1360/1879] lr: 2.0000e-03 eta: 5:50:28 time: 0.5820 data_time: 0.0191 memory: 13712 grad_norm: 4.0397 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.6024 loss: 1.6024 2022/08/11 07:04:19 - mmengine - INFO - Epoch(train) [33][1380/1879] lr: 2.0000e-03 eta: 5:50:15 time: 0.6435 data_time: 0.0170 memory: 13712 grad_norm: 4.0769 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.4127 loss: 1.4127 2022/08/11 07:04:32 - mmengine - INFO - Epoch(train) [33][1400/1879] lr: 2.0000e-03 eta: 5:50:02 time: 0.6500 data_time: 0.0179 memory: 13712 grad_norm: 3.9659 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5371 loss: 1.5371 2022/08/11 07:04:44 - mmengine - INFO - Epoch(train) [33][1420/1879] lr: 2.0000e-03 eta: 5:49:48 time: 0.5847 data_time: 0.0268 memory: 13712 grad_norm: 3.9712 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.4064 loss: 1.4064 2022/08/11 07:04:59 - mmengine - INFO - Epoch(train) [33][1440/1879] lr: 2.0000e-03 eta: 5:49:36 time: 0.7456 data_time: 0.1811 memory: 13712 grad_norm: 4.0617 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.2581 loss: 1.2581 2022/08/11 07:05:14 - mmengine - INFO - Epoch(train) [33][1460/1879] lr: 2.0000e-03 eta: 5:49:25 time: 0.7819 data_time: 0.2189 memory: 13712 grad_norm: 4.0896 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.4463 loss: 1.4463 2022/08/11 07:05:29 - mmengine - INFO - Epoch(train) [33][1480/1879] lr: 2.0000e-03 eta: 5:49:13 time: 0.7467 data_time: 0.0190 memory: 13712 grad_norm: 3.8807 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.2107 loss: 1.2107 2022/08/11 07:05:41 - mmengine - INFO - Epoch(train) [33][1500/1879] lr: 2.0000e-03 eta: 5:48:59 time: 0.5883 data_time: 0.0246 memory: 13712 grad_norm: 4.0744 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.3151 loss: 1.3151 2022/08/11 07:05:53 - mmengine - INFO - Epoch(train) [33][1520/1879] lr: 2.0000e-03 eta: 5:48:46 time: 0.5861 data_time: 0.0231 memory: 13712 grad_norm: 4.0608 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.4491 loss: 1.4491 2022/08/11 07:06:05 - mmengine - INFO - Epoch(train) [33][1540/1879] lr: 2.0000e-03 eta: 5:48:32 time: 0.5785 data_time: 0.0155 memory: 13712 grad_norm: 3.9604 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.4890 loss: 1.4890 2022/08/11 07:06:16 - mmengine - INFO - Epoch(train) [33][1560/1879] lr: 2.0000e-03 eta: 5:48:18 time: 0.5917 data_time: 0.0251 memory: 13712 grad_norm: 4.1270 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4130 loss: 1.4130 2022/08/11 07:06:28 - mmengine - INFO - Epoch(train) [33][1580/1879] lr: 2.0000e-03 eta: 5:48:05 time: 0.5767 data_time: 0.0144 memory: 13712 grad_norm: 3.9480 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3668 loss: 1.3668 2022/08/11 07:06:40 - mmengine - INFO - Epoch(train) [33][1600/1879] lr: 2.0000e-03 eta: 5:47:51 time: 0.5838 data_time: 0.0194 memory: 13712 grad_norm: 3.9969 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.4301 loss: 1.4301 2022/08/11 07:06:51 - mmengine - INFO - Epoch(train) [33][1620/1879] lr: 2.0000e-03 eta: 5:47:37 time: 0.5804 data_time: 0.0183 memory: 13712 grad_norm: 4.0780 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5052 loss: 1.5052 2022/08/11 07:07:03 - mmengine - INFO - Epoch(train) [33][1640/1879] lr: 2.0000e-03 eta: 5:47:24 time: 0.5826 data_time: 0.0192 memory: 13712 grad_norm: 4.0069 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.3467 loss: 1.3467 2022/08/11 07:07:15 - mmengine - INFO - Epoch(train) [33][1660/1879] lr: 2.0000e-03 eta: 5:47:10 time: 0.5839 data_time: 0.0180 memory: 13712 grad_norm: 4.0128 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5499 loss: 1.5499 2022/08/11 07:07:27 - mmengine - INFO - Epoch(train) [33][1680/1879] lr: 2.0000e-03 eta: 5:46:57 time: 0.6093 data_time: 0.0189 memory: 13712 grad_norm: 4.0049 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3481 loss: 1.3481 2022/08/11 07:07:38 - mmengine - INFO - Epoch(train) [33][1700/1879] lr: 2.0000e-03 eta: 5:46:43 time: 0.5714 data_time: 0.0175 memory: 13712 grad_norm: 3.9803 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3481 loss: 1.3481 2022/08/11 07:07:50 - mmengine - INFO - Epoch(train) [33][1720/1879] lr: 2.0000e-03 eta: 5:46:29 time: 0.5777 data_time: 0.0179 memory: 13712 grad_norm: 4.0327 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2408 loss: 1.2408 2022/08/11 07:08:01 - mmengine - INFO - Epoch(train) [33][1740/1879] lr: 2.0000e-03 eta: 5:46:16 time: 0.5817 data_time: 0.0187 memory: 13712 grad_norm: 4.0001 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4188 loss: 1.4188 2022/08/11 07:08:13 - mmengine - INFO - Epoch(train) [33][1760/1879] lr: 2.0000e-03 eta: 5:46:02 time: 0.5928 data_time: 0.0170 memory: 13712 grad_norm: 3.9689 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 1.4879 loss: 1.4879 2022/08/11 07:08:26 - mmengine - INFO - Epoch(train) [33][1780/1879] lr: 2.0000e-03 eta: 5:45:49 time: 0.6400 data_time: 0.0172 memory: 13712 grad_norm: 4.0776 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4303 loss: 1.4303 2022/08/11 07:08:38 - mmengine - INFO - Epoch(train) [33][1800/1879] lr: 2.0000e-03 eta: 5:45:36 time: 0.5829 data_time: 0.0257 memory: 13712 grad_norm: 4.0705 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4520 loss: 1.4520 2022/08/11 07:08:49 - mmengine - INFO - Epoch(train) [33][1820/1879] lr: 2.0000e-03 eta: 5:45:22 time: 0.5766 data_time: 0.0176 memory: 13712 grad_norm: 4.0305 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4995 loss: 1.4995 2022/08/11 07:09:01 - mmengine - INFO - Epoch(train) [33][1840/1879] lr: 2.0000e-03 eta: 5:45:08 time: 0.5807 data_time: 0.0179 memory: 13712 grad_norm: 4.1236 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.7678 loss: 1.7678 2022/08/11 07:09:12 - mmengine - INFO - Epoch(train) [33][1860/1879] lr: 2.0000e-03 eta: 5:44:55 time: 0.5765 data_time: 0.0188 memory: 13712 grad_norm: 4.0058 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3382 loss: 1.3382 2022/08/11 07:09:19 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 07:09:23 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 07:09:23 - mmengine - INFO - Epoch(train) [33][1879/1879] lr: 2.0000e-03 eta: 5:44:55 time: 0.5544 data_time: 0.0154 memory: 13712 grad_norm: 4.0182 top1_acc: 0.5714 top5_acc: 1.0000 loss_cls: 1.4612 loss: 1.4612 2022/08/11 07:09:23 - mmengine - INFO - Saving checkpoint at 33 epochs 2022/08/11 07:10:47 - mmengine - INFO - Epoch(val) [33][20/155] eta: 0:09:14 time: 4.1086 data_time: 2.7304 memory: 14838 2022/08/11 07:11:45 - mmengine - INFO - Epoch(val) [33][40/155] eta: 0:05:33 time: 2.8966 data_time: 1.5178 memory: 14838 2022/08/11 07:13:00 - mmengine - INFO - Epoch(val) [33][60/155] eta: 0:05:55 time: 3.7452 data_time: 2.3670 memory: 14838 2022/08/11 07:13:56 - mmengine - INFO - Epoch(val) [33][80/155] eta: 0:03:28 time: 2.7782 data_time: 1.3968 memory: 14838 2022/08/11 07:15:08 - mmengine - INFO - Epoch(val) [33][100/155] eta: 0:03:19 time: 3.6311 data_time: 2.2529 memory: 14838 2022/08/11 07:16:02 - mmengine - INFO - Epoch(val) [33][120/155] eta: 0:01:33 time: 2.6717 data_time: 1.2981 memory: 14838 2022/08/11 07:17:13 - mmengine - INFO - Epoch(val) [33][140/155] eta: 0:00:53 time: 3.5865 data_time: 2.2086 memory: 14838 2022/08/11 07:17:58 - mmengine - INFO - Epoch(val) [33][155/155] acc/top1: 0.7122 acc/top5: 0.8998 acc/mean1: 0.7121 2022/08/11 07:18:14 - mmengine - INFO - Epoch(train) [34][20/1879] lr: 2.0000e-03 eta: 5:44:24 time: 0.7930 data_time: 0.1565 memory: 14838 grad_norm: 4.0664 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4353 loss: 1.4353 2022/08/11 07:18:26 - mmengine - INFO - Epoch(train) [34][40/1879] lr: 2.0000e-03 eta: 5:44:11 time: 0.5721 data_time: 0.0207 memory: 13712 grad_norm: 4.0059 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4501 loss: 1.4501 2022/08/11 07:18:37 - mmengine - INFO - Epoch(train) [34][60/1879] lr: 2.0000e-03 eta: 5:43:57 time: 0.5683 data_time: 0.0196 memory: 13712 grad_norm: 3.9139 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.1567 loss: 1.1567 2022/08/11 07:18:49 - mmengine - INFO - Epoch(train) [34][80/1879] lr: 2.0000e-03 eta: 5:43:43 time: 0.5720 data_time: 0.0191 memory: 13712 grad_norm: 3.9421 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3131 loss: 1.3131 2022/08/11 07:19:00 - mmengine - INFO - Epoch(train) [34][100/1879] lr: 2.0000e-03 eta: 5:43:30 time: 0.5750 data_time: 0.0188 memory: 13712 grad_norm: 3.9312 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5144 loss: 1.5144 2022/08/11 07:19:12 - mmengine - INFO - Epoch(train) [34][120/1879] lr: 2.0000e-03 eta: 5:43:16 time: 0.5812 data_time: 0.0178 memory: 13712 grad_norm: 3.9401 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3911 loss: 1.3911 2022/08/11 07:19:23 - mmengine - INFO - Epoch(train) [34][140/1879] lr: 2.0000e-03 eta: 5:43:02 time: 0.5730 data_time: 0.0177 memory: 13712 grad_norm: 4.0836 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4206 loss: 1.4206 2022/08/11 07:19:35 - mmengine - INFO - Epoch(train) [34][160/1879] lr: 2.0000e-03 eta: 5:42:49 time: 0.5762 data_time: 0.0180 memory: 13712 grad_norm: 4.0756 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3495 loss: 1.3495 2022/08/11 07:19:46 - mmengine - INFO - Epoch(train) [34][180/1879] lr: 2.0000e-03 eta: 5:42:35 time: 0.5745 data_time: 0.0185 memory: 13712 grad_norm: 3.9577 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4279 loss: 1.4279 2022/08/11 07:19:58 - mmengine - INFO - Epoch(train) [34][200/1879] lr: 2.0000e-03 eta: 5:42:21 time: 0.5709 data_time: 0.0165 memory: 13712 grad_norm: 4.1610 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6037 loss: 1.6037 2022/08/11 07:20:09 - mmengine - INFO - Epoch(train) [34][220/1879] lr: 2.0000e-03 eta: 5:42:07 time: 0.5707 data_time: 0.0174 memory: 13712 grad_norm: 4.0216 top1_acc: 0.4375 top5_acc: 1.0000 loss_cls: 1.3524 loss: 1.3524 2022/08/11 07:20:21 - mmengine - INFO - Epoch(train) [34][240/1879] lr: 2.0000e-03 eta: 5:41:54 time: 0.6130 data_time: 0.0234 memory: 13712 grad_norm: 4.0590 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3098 loss: 1.3098 2022/08/11 07:20:33 - mmengine - INFO - Epoch(train) [34][260/1879] lr: 2.0000e-03 eta: 5:41:40 time: 0.5714 data_time: 0.0183 memory: 13712 grad_norm: 4.0434 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4630 loss: 1.4630 2022/08/11 07:20:44 - mmengine - INFO - Epoch(train) [34][280/1879] lr: 2.0000e-03 eta: 5:41:27 time: 0.5718 data_time: 0.0202 memory: 13712 grad_norm: 3.9642 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.3662 loss: 1.3662 2022/08/11 07:20:56 - mmengine - INFO - Epoch(train) [34][300/1879] lr: 2.0000e-03 eta: 5:41:13 time: 0.5826 data_time: 0.0183 memory: 13712 grad_norm: 3.9193 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3323 loss: 1.3323 2022/08/11 07:21:07 - mmengine - INFO - Epoch(train) [34][320/1879] lr: 2.0000e-03 eta: 5:40:59 time: 0.5750 data_time: 0.0179 memory: 13712 grad_norm: 3.9593 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.4276 loss: 1.4276 2022/08/11 07:21:19 - mmengine - INFO - Epoch(train) [34][340/1879] lr: 2.0000e-03 eta: 5:40:46 time: 0.5793 data_time: 0.0176 memory: 13712 grad_norm: 4.0651 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.2509 loss: 1.2509 2022/08/11 07:21:30 - mmengine - INFO - Epoch(train) [34][360/1879] lr: 2.0000e-03 eta: 5:40:32 time: 0.5703 data_time: 0.0172 memory: 13712 grad_norm: 3.9782 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.3782 loss: 1.3782 2022/08/11 07:21:42 - mmengine - INFO - Epoch(train) [34][380/1879] lr: 2.0000e-03 eta: 5:40:18 time: 0.5728 data_time: 0.0177 memory: 13712 grad_norm: 3.9894 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.3962 loss: 1.3962 2022/08/11 07:21:53 - mmengine - INFO - Epoch(train) [34][400/1879] lr: 2.0000e-03 eta: 5:40:05 time: 0.5738 data_time: 0.0185 memory: 13712 grad_norm: 4.0241 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4702 loss: 1.4702 2022/08/11 07:22:05 - mmengine - INFO - Epoch(train) [34][420/1879] lr: 2.0000e-03 eta: 5:39:51 time: 0.5956 data_time: 0.0177 memory: 13712 grad_norm: 4.0352 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5188 loss: 1.5188 2022/08/11 07:22:17 - mmengine - INFO - Epoch(train) [34][440/1879] lr: 2.0000e-03 eta: 5:39:38 time: 0.5758 data_time: 0.0176 memory: 13712 grad_norm: 3.9540 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.3404 loss: 1.3404 2022/08/11 07:22:28 - mmengine - INFO - Epoch(train) [34][460/1879] lr: 2.0000e-03 eta: 5:39:24 time: 0.5857 data_time: 0.0264 memory: 13712 grad_norm: 4.0513 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.1846 loss: 1.1846 2022/08/11 07:22:40 - mmengine - INFO - Epoch(train) [34][480/1879] lr: 2.0000e-03 eta: 5:39:11 time: 0.5877 data_time: 0.0228 memory: 13712 grad_norm: 4.0912 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.5092 loss: 1.5092 2022/08/11 07:22:52 - mmengine - INFO - Epoch(train) [34][500/1879] lr: 2.0000e-03 eta: 5:38:57 time: 0.5794 data_time: 0.0161 memory: 13712 grad_norm: 3.9586 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2855 loss: 1.2855 2022/08/11 07:23:05 - mmengine - INFO - Epoch(train) [34][520/1879] lr: 2.0000e-03 eta: 5:38:44 time: 0.6620 data_time: 0.0165 memory: 13712 grad_norm: 4.0173 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4534 loss: 1.4534 2022/08/11 07:23:17 - mmengine - INFO - Epoch(train) [34][540/1879] lr: 2.0000e-03 eta: 5:38:31 time: 0.5728 data_time: 0.0180 memory: 13712 grad_norm: 3.9894 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3879 loss: 1.3879 2022/08/11 07:23:28 - mmengine - INFO - Epoch(train) [34][560/1879] lr: 2.0000e-03 eta: 5:38:17 time: 0.5738 data_time: 0.0180 memory: 13712 grad_norm: 3.9327 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.5127 loss: 1.5127 2022/08/11 07:23:39 - mmengine - INFO - Epoch(train) [34][580/1879] lr: 2.0000e-03 eta: 5:38:03 time: 0.5740 data_time: 0.0174 memory: 13712 grad_norm: 4.0305 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.4186 loss: 1.4186 2022/08/11 07:23:51 - mmengine - INFO - Epoch(train) [34][600/1879] lr: 2.0000e-03 eta: 5:37:50 time: 0.5743 data_time: 0.0183 memory: 13712 grad_norm: 4.1771 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.4121 loss: 1.4121 2022/08/11 07:24:03 - mmengine - INFO - Epoch(train) [34][620/1879] lr: 2.0000e-03 eta: 5:37:36 time: 0.5761 data_time: 0.0192 memory: 13712 grad_norm: 4.0158 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3804 loss: 1.3804 2022/08/11 07:24:14 - mmengine - INFO - Epoch(train) [34][640/1879] lr: 2.0000e-03 eta: 5:37:22 time: 0.5840 data_time: 0.0170 memory: 13712 grad_norm: 4.0818 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4818 loss: 1.4818 2022/08/11 07:24:26 - mmengine - INFO - Epoch(train) [34][660/1879] lr: 2.0000e-03 eta: 5:37:09 time: 0.5751 data_time: 0.0181 memory: 13712 grad_norm: 4.0595 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.3830 loss: 1.3830 2022/08/11 07:24:37 - mmengine - INFO - Epoch(train) [34][680/1879] lr: 2.0000e-03 eta: 5:36:55 time: 0.5740 data_time: 0.0180 memory: 13712 grad_norm: 4.0444 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4856 loss: 1.4856 2022/08/11 07:24:49 - mmengine - INFO - Epoch(train) [34][700/1879] lr: 2.0000e-03 eta: 5:36:41 time: 0.5760 data_time: 0.0173 memory: 13712 grad_norm: 4.0387 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.3539 loss: 1.3539 2022/08/11 07:25:04 - mmengine - INFO - Epoch(train) [34][720/1879] lr: 2.0000e-03 eta: 5:36:30 time: 0.7869 data_time: 0.0171 memory: 13712 grad_norm: 4.1020 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.7217 loss: 1.7217 2022/08/11 07:25:23 - mmengine - INFO - Epoch(train) [34][740/1879] lr: 2.0000e-03 eta: 5:36:20 time: 0.9105 data_time: 0.1586 memory: 13712 grad_norm: 4.0465 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.5467 loss: 1.5467 2022/08/11 07:25:34 - mmengine - INFO - Epoch(train) [34][760/1879] lr: 2.0000e-03 eta: 5:36:06 time: 0.5773 data_time: 0.0153 memory: 13712 grad_norm: 4.0328 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3855 loss: 1.3855 2022/08/11 07:25:46 - mmengine - INFO - Epoch(train) [34][780/1879] lr: 2.0000e-03 eta: 5:35:52 time: 0.5848 data_time: 0.0171 memory: 13712 grad_norm: 4.1519 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.5034 loss: 1.5034 2022/08/11 07:25:57 - mmengine - INFO - Epoch(train) [34][800/1879] lr: 2.0000e-03 eta: 5:35:39 time: 0.5770 data_time: 0.0179 memory: 13712 grad_norm: 3.9620 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.4476 loss: 1.4476 2022/08/11 07:26:09 - mmengine - INFO - Epoch(train) [34][820/1879] lr: 2.0000e-03 eta: 5:35:25 time: 0.5898 data_time: 0.0211 memory: 13712 grad_norm: 3.9148 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2232 loss: 1.2232 2022/08/11 07:26:21 - mmengine - INFO - Epoch(train) [34][840/1879] lr: 2.0000e-03 eta: 5:35:12 time: 0.5755 data_time: 0.0150 memory: 13712 grad_norm: 4.1736 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4015 loss: 1.4015 2022/08/11 07:26:32 - mmengine - INFO - Epoch(train) [34][860/1879] lr: 2.0000e-03 eta: 5:34:58 time: 0.5779 data_time: 0.0198 memory: 13712 grad_norm: 4.1495 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4988 loss: 1.4988 2022/08/11 07:26:44 - mmengine - INFO - Epoch(train) [34][880/1879] lr: 2.0000e-03 eta: 5:34:44 time: 0.5763 data_time: 0.0172 memory: 13712 grad_norm: 3.9994 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.5708 loss: 1.5708 2022/08/11 07:26:56 - mmengine - INFO - Epoch(train) [34][900/1879] lr: 2.0000e-03 eta: 5:34:31 time: 0.6151 data_time: 0.0573 memory: 13712 grad_norm: 4.1033 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.4489 loss: 1.4489 2022/08/11 07:27:08 - mmengine - INFO - Epoch(train) [34][920/1879] lr: 2.0000e-03 eta: 5:34:18 time: 0.5793 data_time: 0.0153 memory: 13712 grad_norm: 4.0558 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.5843 loss: 1.5843 2022/08/11 07:27:19 - mmengine - INFO - Epoch(train) [34][940/1879] lr: 2.0000e-03 eta: 5:34:04 time: 0.5770 data_time: 0.0173 memory: 13712 grad_norm: 4.0229 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3848 loss: 1.3848 2022/08/11 07:27:31 - mmengine - INFO - Epoch(train) [34][960/1879] lr: 2.0000e-03 eta: 5:33:50 time: 0.5759 data_time: 0.0198 memory: 13712 grad_norm: 4.0633 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3980 loss: 1.3980 2022/08/11 07:27:42 - mmengine - INFO - Epoch(train) [34][980/1879] lr: 2.0000e-03 eta: 5:33:37 time: 0.5737 data_time: 0.0195 memory: 13712 grad_norm: 4.0106 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4655 loss: 1.4655 2022/08/11 07:27:50 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 07:27:54 - mmengine - INFO - Epoch(train) [34][1000/1879] lr: 2.0000e-03 eta: 5:33:23 time: 0.5845 data_time: 0.0173 memory: 13712 grad_norm: 4.0899 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5934 loss: 1.5934 2022/08/11 07:28:06 - mmengine - INFO - Epoch(train) [34][1020/1879] lr: 2.0000e-03 eta: 5:33:09 time: 0.5760 data_time: 0.0197 memory: 13712 grad_norm: 4.0145 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.4594 loss: 1.4594 2022/08/11 07:28:17 - mmengine - INFO - Epoch(train) [34][1040/1879] lr: 2.0000e-03 eta: 5:32:56 time: 0.5791 data_time: 0.0152 memory: 13712 grad_norm: 4.0666 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4637 loss: 1.4637 2022/08/11 07:28:29 - mmengine - INFO - Epoch(train) [34][1060/1879] lr: 2.0000e-03 eta: 5:32:42 time: 0.5755 data_time: 0.0182 memory: 13712 grad_norm: 4.1189 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.4109 loss: 1.4109 2022/08/11 07:28:40 - mmengine - INFO - Epoch(train) [34][1080/1879] lr: 2.0000e-03 eta: 5:32:29 time: 0.5810 data_time: 0.0181 memory: 13712 grad_norm: 4.0276 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5168 loss: 1.5168 2022/08/11 07:28:52 - mmengine - INFO - Epoch(train) [34][1100/1879] lr: 2.0000e-03 eta: 5:32:15 time: 0.5775 data_time: 0.0194 memory: 13712 grad_norm: 4.0281 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.4933 loss: 1.4933 2022/08/11 07:29:03 - mmengine - INFO - Epoch(train) [34][1120/1879] lr: 2.0000e-03 eta: 5:32:01 time: 0.5785 data_time: 0.0178 memory: 13712 grad_norm: 4.1920 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3385 loss: 1.3385 2022/08/11 07:29:15 - mmengine - INFO - Epoch(train) [34][1140/1879] lr: 2.0000e-03 eta: 5:31:48 time: 0.5747 data_time: 0.0206 memory: 13712 grad_norm: 4.0823 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.4392 loss: 1.4392 2022/08/11 07:29:27 - mmengine - INFO - Epoch(train) [34][1160/1879] lr: 2.0000e-03 eta: 5:31:34 time: 0.5776 data_time: 0.0170 memory: 13712 grad_norm: 4.0385 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.2773 loss: 1.2773 2022/08/11 07:29:38 - mmengine - INFO - Epoch(train) [34][1180/1879] lr: 2.0000e-03 eta: 5:31:21 time: 0.5774 data_time: 0.0190 memory: 13712 grad_norm: 4.1451 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.4419 loss: 1.4419 2022/08/11 07:29:50 - mmengine - INFO - Epoch(train) [34][1200/1879] lr: 2.0000e-03 eta: 5:31:07 time: 0.5756 data_time: 0.0179 memory: 13712 grad_norm: 4.0699 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4168 loss: 1.4168 2022/08/11 07:30:01 - mmengine - INFO - Epoch(train) [34][1220/1879] lr: 2.0000e-03 eta: 5:30:54 time: 0.5862 data_time: 0.0278 memory: 13712 grad_norm: 4.0041 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.3486 loss: 1.3486 2022/08/11 07:30:15 - mmengine - INFO - Epoch(train) [34][1240/1879] lr: 2.0000e-03 eta: 5:30:41 time: 0.6777 data_time: 0.0864 memory: 13712 grad_norm: 4.0836 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4616 loss: 1.4616 2022/08/11 07:30:27 - mmengine - INFO - Epoch(train) [34][1260/1879] lr: 2.0000e-03 eta: 5:30:28 time: 0.5932 data_time: 0.0252 memory: 13712 grad_norm: 4.1064 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5203 loss: 1.5203 2022/08/11 07:30:38 - mmengine - INFO - Epoch(train) [34][1280/1879] lr: 2.0000e-03 eta: 5:30:14 time: 0.5693 data_time: 0.0129 memory: 13712 grad_norm: 4.0887 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5985 loss: 1.5985 2022/08/11 07:30:50 - mmengine - INFO - Epoch(train) [34][1300/1879] lr: 2.0000e-03 eta: 5:30:00 time: 0.5747 data_time: 0.0190 memory: 13712 grad_norm: 4.0488 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4561 loss: 1.4561 2022/08/11 07:31:01 - mmengine - INFO - Epoch(train) [34][1320/1879] lr: 2.0000e-03 eta: 5:29:47 time: 0.5919 data_time: 0.0179 memory: 13712 grad_norm: 4.0850 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5086 loss: 1.5086 2022/08/11 07:31:18 - mmengine - INFO - Epoch(train) [34][1340/1879] lr: 2.0000e-03 eta: 5:29:36 time: 0.8355 data_time: 0.2609 memory: 13712 grad_norm: 3.9998 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.5299 loss: 1.5299 2022/08/11 07:31:30 - mmengine - INFO - Epoch(train) [34][1360/1879] lr: 2.0000e-03 eta: 5:29:22 time: 0.5847 data_time: 0.0189 memory: 13712 grad_norm: 4.0676 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3487 loss: 1.3487 2022/08/11 07:31:42 - mmengine - INFO - Epoch(train) [34][1380/1879] lr: 2.0000e-03 eta: 5:29:09 time: 0.5831 data_time: 0.0189 memory: 13712 grad_norm: 4.0126 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4563 loss: 1.4563 2022/08/11 07:31:57 - mmengine - INFO - Epoch(train) [34][1400/1879] lr: 2.0000e-03 eta: 5:28:57 time: 0.7633 data_time: 0.1929 memory: 13712 grad_norm: 4.1585 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.5853 loss: 1.5853 2022/08/11 07:32:10 - mmengine - INFO - Epoch(train) [34][1420/1879] lr: 2.0000e-03 eta: 5:28:44 time: 0.6385 data_time: 0.0165 memory: 13712 grad_norm: 4.0674 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4287 loss: 1.4287 2022/08/11 07:32:21 - mmengine - INFO - Epoch(train) [34][1440/1879] lr: 2.0000e-03 eta: 5:28:30 time: 0.5920 data_time: 0.0316 memory: 13712 grad_norm: 4.0391 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4976 loss: 1.4976 2022/08/11 07:32:33 - mmengine - INFO - Epoch(train) [34][1460/1879] lr: 2.0000e-03 eta: 5:28:17 time: 0.5812 data_time: 0.0184 memory: 13712 grad_norm: 3.9648 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4833 loss: 1.4833 2022/08/11 07:32:45 - mmengine - INFO - Epoch(train) [34][1480/1879] lr: 2.0000e-03 eta: 5:28:03 time: 0.5770 data_time: 0.0174 memory: 13712 grad_norm: 4.0767 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5670 loss: 1.5670 2022/08/11 07:32:58 - mmengine - INFO - Epoch(train) [34][1500/1879] lr: 2.0000e-03 eta: 5:27:51 time: 0.6906 data_time: 0.0195 memory: 13712 grad_norm: 3.9555 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.4006 loss: 1.4006 2022/08/11 07:33:10 - mmengine - INFO - Epoch(train) [34][1520/1879] lr: 2.0000e-03 eta: 5:27:37 time: 0.5806 data_time: 0.0168 memory: 13712 grad_norm: 3.9111 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.4872 loss: 1.4872 2022/08/11 07:33:27 - mmengine - INFO - Epoch(train) [34][1540/1879] lr: 2.0000e-03 eta: 5:27:26 time: 0.8651 data_time: 0.0212 memory: 13712 grad_norm: 4.1021 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4145 loss: 1.4145 2022/08/11 07:33:39 - mmengine - INFO - Epoch(train) [34][1560/1879] lr: 2.0000e-03 eta: 5:27:13 time: 0.5742 data_time: 0.0158 memory: 13712 grad_norm: 4.0268 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4484 loss: 1.4484 2022/08/11 07:33:53 - mmengine - INFO - Epoch(train) [34][1580/1879] lr: 2.0000e-03 eta: 5:27:00 time: 0.7114 data_time: 0.0179 memory: 13712 grad_norm: 4.1195 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5369 loss: 1.5369 2022/08/11 07:34:05 - mmengine - INFO - Epoch(train) [34][1600/1879] lr: 2.0000e-03 eta: 5:26:47 time: 0.5695 data_time: 0.0182 memory: 13712 grad_norm: 4.1207 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4043 loss: 1.4043 2022/08/11 07:34:16 - mmengine - INFO - Epoch(train) [34][1620/1879] lr: 2.0000e-03 eta: 5:26:33 time: 0.5802 data_time: 0.0201 memory: 13712 grad_norm: 4.0635 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.3324 loss: 1.3324 2022/08/11 07:34:30 - mmengine - INFO - Epoch(train) [34][1640/1879] lr: 2.0000e-03 eta: 5:26:21 time: 0.6685 data_time: 0.0167 memory: 13712 grad_norm: 4.0635 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3351 loss: 1.3351 2022/08/11 07:34:41 - mmengine - INFO - Epoch(train) [34][1660/1879] lr: 2.0000e-03 eta: 5:26:07 time: 0.5871 data_time: 0.0199 memory: 13712 grad_norm: 4.0038 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.3784 loss: 1.3784 2022/08/11 07:34:53 - mmengine - INFO - Epoch(train) [34][1680/1879] lr: 2.0000e-03 eta: 5:25:54 time: 0.5892 data_time: 0.0173 memory: 13712 grad_norm: 4.1248 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.4176 loss: 1.4176 2022/08/11 07:35:05 - mmengine - INFO - Epoch(train) [34][1700/1879] lr: 2.0000e-03 eta: 5:25:40 time: 0.6036 data_time: 0.0187 memory: 13712 grad_norm: 4.0471 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.2421 loss: 1.2421 2022/08/11 07:35:22 - mmengine - INFO - Epoch(train) [34][1720/1879] lr: 2.0000e-03 eta: 5:25:29 time: 0.8567 data_time: 0.0311 memory: 13712 grad_norm: 4.1563 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4531 loss: 1.4531 2022/08/11 07:35:34 - mmengine - INFO - Epoch(train) [34][1740/1879] lr: 2.0000e-03 eta: 5:25:16 time: 0.5754 data_time: 0.0180 memory: 13712 grad_norm: 4.0961 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.5635 loss: 1.5635 2022/08/11 07:35:47 - mmengine - INFO - Epoch(train) [34][1760/1879] lr: 2.0000e-03 eta: 5:25:03 time: 0.6710 data_time: 0.0267 memory: 13712 grad_norm: 4.0798 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.5421 loss: 1.5421 2022/08/11 07:35:59 - mmengine - INFO - Epoch(train) [34][1780/1879] lr: 2.0000e-03 eta: 5:24:49 time: 0.5698 data_time: 0.0177 memory: 13712 grad_norm: 3.9808 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.4486 loss: 1.4486 2022/08/11 07:36:10 - mmengine - INFO - Epoch(train) [34][1800/1879] lr: 2.0000e-03 eta: 5:24:36 time: 0.5701 data_time: 0.0183 memory: 13712 grad_norm: 4.0898 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.2481 loss: 1.2481 2022/08/11 07:36:22 - mmengine - INFO - Epoch(train) [34][1820/1879] lr: 2.0000e-03 eta: 5:24:22 time: 0.5727 data_time: 0.0182 memory: 13712 grad_norm: 4.2494 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3496 loss: 1.3496 2022/08/11 07:36:33 - mmengine - INFO - Epoch(train) [34][1840/1879] lr: 2.0000e-03 eta: 5:24:09 time: 0.5804 data_time: 0.0199 memory: 13712 grad_norm: 4.1755 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5439 loss: 1.5439 2022/08/11 07:36:45 - mmengine - INFO - Epoch(train) [34][1860/1879] lr: 2.0000e-03 eta: 5:23:55 time: 0.5807 data_time: 0.0180 memory: 13712 grad_norm: 4.1101 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.4289 loss: 1.4289 2022/08/11 07:36:55 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 07:36:55 - mmengine - INFO - Epoch(train) [34][1879/1879] lr: 2.0000e-03 eta: 5:23:55 time: 0.5556 data_time: 0.0159 memory: 13712 grad_norm: 4.0602 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 1.2207 loss: 1.2207 2022/08/11 07:38:20 - mmengine - INFO - Epoch(val) [34][20/155] eta: 0:09:32 time: 4.2425 data_time: 2.8637 memory: 14838 2022/08/11 07:39:23 - mmengine - INFO - Epoch(val) [34][40/155] eta: 0:06:01 time: 3.1454 data_time: 1.7664 memory: 14838 2022/08/11 07:40:29 - mmengine - INFO - Epoch(val) [34][60/155] eta: 0:05:12 time: 3.2873 data_time: 1.9148 memory: 14838 2022/08/11 07:41:43 - mmengine - INFO - Epoch(val) [34][80/155] eta: 0:04:36 time: 3.6832 data_time: 2.3086 memory: 14838 2022/08/11 07:42:44 - mmengine - INFO - Epoch(val) [34][100/155] eta: 0:02:48 time: 3.0673 data_time: 1.6932 memory: 14838 2022/08/11 07:43:54 - mmengine - INFO - Epoch(val) [34][120/155] eta: 0:02:01 time: 3.4845 data_time: 2.1164 memory: 14838 2022/08/11 07:45:06 - mmengine - INFO - Epoch(val) [34][140/155] eta: 0:00:54 time: 3.6276 data_time: 2.2622 memory: 14838 2022/08/11 07:45:50 - mmengine - INFO - Epoch(val) [34][155/155] acc/top1: 0.7103 acc/top5: 0.8992 acc/mean1: 0.7102 2022/08/11 07:46:12 - mmengine - INFO - Epoch(train) [35][20/1879] lr: 2.0000e-03 eta: 5:23:28 time: 1.0660 data_time: 0.4067 memory: 14838 grad_norm: 3.9885 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.3924 loss: 1.3924 2022/08/11 07:46:23 - mmengine - INFO - Epoch(train) [35][40/1879] lr: 2.0000e-03 eta: 5:23:15 time: 0.5795 data_time: 0.0158 memory: 13712 grad_norm: 3.9900 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.2734 loss: 1.2734 2022/08/11 07:46:38 - mmengine - INFO - Epoch(train) [35][60/1879] lr: 2.0000e-03 eta: 5:23:03 time: 0.7435 data_time: 0.0198 memory: 13712 grad_norm: 4.1071 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4832 loss: 1.4832 2022/08/11 07:46:58 - mmengine - INFO - Epoch(train) [35][80/1879] lr: 2.0000e-03 eta: 5:22:53 time: 0.9734 data_time: 0.0173 memory: 13712 grad_norm: 4.0598 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5498 loss: 1.5498 2022/08/11 07:47:09 - mmengine - INFO - Epoch(train) [35][100/1879] lr: 2.0000e-03 eta: 5:22:39 time: 0.5812 data_time: 0.0214 memory: 13712 grad_norm: 4.0865 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.4933 loss: 1.4933 2022/08/11 07:47:19 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 07:47:23 - mmengine - INFO - Epoch(train) [35][120/1879] lr: 2.0000e-03 eta: 5:22:27 time: 0.7098 data_time: 0.0485 memory: 13712 grad_norm: 4.0822 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.6435 loss: 1.6435 2022/08/11 07:47:37 - mmengine - INFO - Epoch(train) [35][140/1879] lr: 2.0000e-03 eta: 5:22:14 time: 0.6650 data_time: 0.0196 memory: 13712 grad_norm: 4.1049 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.5416 loss: 1.5416 2022/08/11 07:47:53 - mmengine - INFO - Epoch(train) [35][160/1879] lr: 2.0000e-03 eta: 5:22:03 time: 0.8064 data_time: 0.0166 memory: 13712 grad_norm: 3.9485 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3083 loss: 1.3083 2022/08/11 07:48:05 - mmengine - INFO - Epoch(train) [35][180/1879] lr: 2.0000e-03 eta: 5:21:49 time: 0.5837 data_time: 0.0192 memory: 13712 grad_norm: 4.0494 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.2002 loss: 1.2002 2022/08/11 07:48:17 - mmengine - INFO - Epoch(train) [35][200/1879] lr: 2.0000e-03 eta: 5:21:36 time: 0.6448 data_time: 0.0835 memory: 13712 grad_norm: 4.0818 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4575 loss: 1.4575 2022/08/11 07:48:29 - mmengine - INFO - Epoch(train) [35][220/1879] lr: 2.0000e-03 eta: 5:21:23 time: 0.5826 data_time: 0.0172 memory: 13712 grad_norm: 3.9568 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.4114 loss: 1.4114 2022/08/11 07:48:42 - mmengine - INFO - Epoch(train) [35][240/1879] lr: 2.0000e-03 eta: 5:21:10 time: 0.6601 data_time: 0.0171 memory: 13712 grad_norm: 4.1579 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4972 loss: 1.4972 2022/08/11 07:48:55 - mmengine - INFO - Epoch(train) [35][260/1879] lr: 2.0000e-03 eta: 5:20:57 time: 0.6248 data_time: 0.0613 memory: 13712 grad_norm: 3.9635 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.3954 loss: 1.3954 2022/08/11 07:49:06 - mmengine - INFO - Epoch(train) [35][280/1879] lr: 2.0000e-03 eta: 5:20:43 time: 0.5819 data_time: 0.0169 memory: 13712 grad_norm: 4.0541 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.2659 loss: 1.2659 2022/08/11 07:49:18 - mmengine - INFO - Epoch(train) [35][300/1879] lr: 2.0000e-03 eta: 5:20:30 time: 0.5842 data_time: 0.0188 memory: 13712 grad_norm: 4.0644 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3334 loss: 1.3334 2022/08/11 07:49:31 - mmengine - INFO - Epoch(train) [35][320/1879] lr: 2.0000e-03 eta: 5:20:17 time: 0.6446 data_time: 0.0816 memory: 13712 grad_norm: 4.0469 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.3502 loss: 1.3502 2022/08/11 07:49:43 - mmengine - INFO - Epoch(train) [35][340/1879] lr: 2.0000e-03 eta: 5:20:03 time: 0.6027 data_time: 0.0317 memory: 13712 grad_norm: 3.9739 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.2681 loss: 1.2681 2022/08/11 07:49:55 - mmengine - INFO - Epoch(train) [35][360/1879] lr: 2.0000e-03 eta: 5:19:50 time: 0.5823 data_time: 0.0157 memory: 13712 grad_norm: 4.0289 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.3384 loss: 1.3384 2022/08/11 07:50:06 - mmengine - INFO - Epoch(train) [35][380/1879] lr: 2.0000e-03 eta: 5:19:36 time: 0.5811 data_time: 0.0189 memory: 13712 grad_norm: 4.0386 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.4368 loss: 1.4368 2022/08/11 07:50:21 - mmengine - INFO - Epoch(train) [35][400/1879] lr: 2.0000e-03 eta: 5:19:24 time: 0.7040 data_time: 0.0213 memory: 13712 grad_norm: 4.0174 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.2630 loss: 1.2630 2022/08/11 07:50:35 - mmengine - INFO - Epoch(train) [35][420/1879] lr: 2.0000e-03 eta: 5:19:12 time: 0.7059 data_time: 0.0196 memory: 13712 grad_norm: 4.0106 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.4125 loss: 1.4125 2022/08/11 07:50:46 - mmengine - INFO - Epoch(train) [35][440/1879] lr: 2.0000e-03 eta: 5:18:58 time: 0.5784 data_time: 0.0159 memory: 13712 grad_norm: 4.0115 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.3930 loss: 1.3930 2022/08/11 07:50:58 - mmengine - INFO - Epoch(train) [35][460/1879] lr: 2.0000e-03 eta: 5:18:45 time: 0.5868 data_time: 0.0190 memory: 13712 grad_norm: 4.1142 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.4585 loss: 1.4585 2022/08/11 07:51:10 - mmengine - INFO - Epoch(train) [35][480/1879] lr: 2.0000e-03 eta: 5:18:32 time: 0.6213 data_time: 0.0178 memory: 13712 grad_norm: 4.1030 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.4799 loss: 1.4799 2022/08/11 07:51:22 - mmengine - INFO - Epoch(train) [35][500/1879] lr: 2.0000e-03 eta: 5:18:18 time: 0.5815 data_time: 0.0190 memory: 13712 grad_norm: 4.0316 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3670 loss: 1.3670 2022/08/11 07:51:34 - mmengine - INFO - Epoch(train) [35][520/1879] lr: 2.0000e-03 eta: 5:18:04 time: 0.5804 data_time: 0.0177 memory: 13712 grad_norm: 4.1456 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3739 loss: 1.3739 2022/08/11 07:51:45 - mmengine - INFO - Epoch(train) [35][540/1879] lr: 2.0000e-03 eta: 5:17:51 time: 0.5887 data_time: 0.0183 memory: 13712 grad_norm: 4.0672 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3180 loss: 1.3180 2022/08/11 07:51:57 - mmengine - INFO - Epoch(train) [35][560/1879] lr: 2.0000e-03 eta: 5:17:38 time: 0.5877 data_time: 0.0190 memory: 13712 grad_norm: 4.0146 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5044 loss: 1.5044 2022/08/11 07:52:12 - mmengine - INFO - Epoch(train) [35][580/1879] lr: 2.0000e-03 eta: 5:17:26 time: 0.7614 data_time: 0.0184 memory: 13712 grad_norm: 4.0786 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.3507 loss: 1.3507 2022/08/11 07:52:29 - mmengine - INFO - Epoch(train) [35][600/1879] lr: 2.0000e-03 eta: 5:17:14 time: 0.8067 data_time: 0.0173 memory: 13712 grad_norm: 4.0242 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.4956 loss: 1.4956 2022/08/11 07:52:40 - mmengine - INFO - Epoch(train) [35][620/1879] lr: 2.0000e-03 eta: 5:17:01 time: 0.5847 data_time: 0.0195 memory: 13712 grad_norm: 4.0848 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.3133 loss: 1.3133 2022/08/11 07:52:52 - mmengine - INFO - Epoch(train) [35][640/1879] lr: 2.0000e-03 eta: 5:16:47 time: 0.6036 data_time: 0.0179 memory: 13712 grad_norm: 4.0982 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.4289 loss: 1.4289 2022/08/11 07:53:04 - mmengine - INFO - Epoch(train) [35][660/1879] lr: 2.0000e-03 eta: 5:16:34 time: 0.5872 data_time: 0.0193 memory: 13712 grad_norm: 3.9758 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 1.3204 loss: 1.3204 2022/08/11 07:53:17 - mmengine - INFO - Epoch(train) [35][680/1879] lr: 2.0000e-03 eta: 5:16:21 time: 0.6436 data_time: 0.0185 memory: 13712 grad_norm: 4.1574 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.5332 loss: 1.5332 2022/08/11 07:53:29 - mmengine - INFO - Epoch(train) [35][700/1879] lr: 2.0000e-03 eta: 5:16:08 time: 0.5794 data_time: 0.0195 memory: 13712 grad_norm: 4.0747 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.4098 loss: 1.4098 2022/08/11 07:53:40 - mmengine - INFO - Epoch(train) [35][720/1879] lr: 2.0000e-03 eta: 5:15:54 time: 0.5837 data_time: 0.0170 memory: 13712 grad_norm: 4.0588 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3680 loss: 1.3680 2022/08/11 07:53:52 - mmengine - INFO - Epoch(train) [35][740/1879] lr: 2.0000e-03 eta: 5:15:41 time: 0.5888 data_time: 0.0268 memory: 13712 grad_norm: 4.0622 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4865 loss: 1.4865 2022/08/11 07:54:04 - mmengine - INFO - Epoch(train) [35][760/1879] lr: 2.0000e-03 eta: 5:15:27 time: 0.5824 data_time: 0.0168 memory: 13712 grad_norm: 4.0571 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2945 loss: 1.2945 2022/08/11 07:54:15 - mmengine - INFO - Epoch(train) [35][780/1879] lr: 2.0000e-03 eta: 5:15:14 time: 0.5820 data_time: 0.0204 memory: 13712 grad_norm: 3.9877 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3275 loss: 1.3275 2022/08/11 07:54:27 - mmengine - INFO - Epoch(train) [35][800/1879] lr: 2.0000e-03 eta: 5:15:00 time: 0.5963 data_time: 0.0173 memory: 13712 grad_norm: 4.1551 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.6415 loss: 1.6415 2022/08/11 07:54:41 - mmengine - INFO - Epoch(train) [35][820/1879] lr: 2.0000e-03 eta: 5:14:48 time: 0.6913 data_time: 0.0209 memory: 13712 grad_norm: 4.0658 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.3485 loss: 1.3485 2022/08/11 07:54:54 - mmengine - INFO - Epoch(train) [35][840/1879] lr: 2.0000e-03 eta: 5:14:35 time: 0.6531 data_time: 0.0171 memory: 13712 grad_norm: 4.1181 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5104 loss: 1.5104 2022/08/11 07:55:06 - mmengine - INFO - Epoch(train) [35][860/1879] lr: 2.0000e-03 eta: 5:14:21 time: 0.5868 data_time: 0.0178 memory: 13712 grad_norm: 4.0710 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.6144 loss: 1.6144 2022/08/11 07:55:21 - mmengine - INFO - Epoch(train) [35][880/1879] lr: 2.0000e-03 eta: 5:14:10 time: 0.7588 data_time: 0.0199 memory: 13712 grad_norm: 4.0777 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6561 loss: 1.6561 2022/08/11 07:55:33 - mmengine - INFO - Epoch(train) [35][900/1879] lr: 2.0000e-03 eta: 5:13:56 time: 0.5808 data_time: 0.0210 memory: 13712 grad_norm: 4.2285 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.2917 loss: 1.2917 2022/08/11 07:55:45 - mmengine - INFO - Epoch(train) [35][920/1879] lr: 2.0000e-03 eta: 5:13:43 time: 0.5951 data_time: 0.0236 memory: 13712 grad_norm: 4.0616 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.3527 loss: 1.3527 2022/08/11 07:55:58 - mmengine - INFO - Epoch(train) [35][940/1879] lr: 2.0000e-03 eta: 5:13:30 time: 0.6496 data_time: 0.0187 memory: 13712 grad_norm: 4.1129 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3113 loss: 1.3113 2022/08/11 07:56:10 - mmengine - INFO - Epoch(train) [35][960/1879] lr: 2.0000e-03 eta: 5:13:17 time: 0.6353 data_time: 0.0175 memory: 13712 grad_norm: 4.0286 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.3731 loss: 1.3731 2022/08/11 07:56:22 - mmengine - INFO - Epoch(train) [35][980/1879] lr: 2.0000e-03 eta: 5:13:03 time: 0.5834 data_time: 0.0200 memory: 13712 grad_norm: 4.2404 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.6192 loss: 1.6192 2022/08/11 07:56:34 - mmengine - INFO - Epoch(train) [35][1000/1879] lr: 2.0000e-03 eta: 5:12:50 time: 0.5782 data_time: 0.0167 memory: 13712 grad_norm: 3.9422 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.3369 loss: 1.3369 2022/08/11 07:56:45 - mmengine - INFO - Epoch(train) [35][1020/1879] lr: 2.0000e-03 eta: 5:12:36 time: 0.5866 data_time: 0.0169 memory: 13712 grad_norm: 4.1683 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.4093 loss: 1.4093 2022/08/11 07:56:58 - mmengine - INFO - Epoch(train) [35][1040/1879] lr: 2.0000e-03 eta: 5:12:23 time: 0.6152 data_time: 0.0196 memory: 13712 grad_norm: 4.0360 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4031 loss: 1.4031 2022/08/11 07:57:09 - mmengine - INFO - Epoch(train) [35][1060/1879] lr: 2.0000e-03 eta: 5:12:10 time: 0.5846 data_time: 0.0173 memory: 13712 grad_norm: 3.9091 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5095 loss: 1.5095 2022/08/11 07:57:21 - mmengine - INFO - Epoch(train) [35][1080/1879] lr: 2.0000e-03 eta: 5:11:56 time: 0.5772 data_time: 0.0181 memory: 13712 grad_norm: 4.1588 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4536 loss: 1.4536 2022/08/11 07:57:34 - mmengine - INFO - Epoch(train) [35][1100/1879] lr: 2.0000e-03 eta: 5:11:43 time: 0.6686 data_time: 0.0199 memory: 13712 grad_norm: 4.1459 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.2250 loss: 1.2250 2022/08/11 07:57:43 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 07:57:46 - mmengine - INFO - Epoch(train) [35][1120/1879] lr: 2.0000e-03 eta: 5:11:30 time: 0.5889 data_time: 0.0177 memory: 13712 grad_norm: 4.0525 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2574 loss: 1.2574 2022/08/11 07:57:58 - mmengine - INFO - Epoch(train) [35][1140/1879] lr: 2.0000e-03 eta: 5:11:17 time: 0.5842 data_time: 0.0203 memory: 13712 grad_norm: 4.0712 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2082 loss: 1.2082 2022/08/11 07:58:09 - mmengine - INFO - Epoch(train) [35][1160/1879] lr: 2.0000e-03 eta: 5:11:03 time: 0.5837 data_time: 0.0174 memory: 13712 grad_norm: 4.0722 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.3256 loss: 1.3256 2022/08/11 07:58:21 - mmengine - INFO - Epoch(train) [35][1180/1879] lr: 2.0000e-03 eta: 5:10:50 time: 0.5807 data_time: 0.0197 memory: 13712 grad_norm: 4.0423 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.3060 loss: 1.3060 2022/08/11 07:58:33 - mmengine - INFO - Epoch(train) [35][1200/1879] lr: 2.0000e-03 eta: 5:10:36 time: 0.5755 data_time: 0.0166 memory: 13712 grad_norm: 4.0902 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.1826 loss: 1.1826 2022/08/11 07:58:44 - mmengine - INFO - Epoch(train) [35][1220/1879] lr: 2.0000e-03 eta: 5:10:23 time: 0.5814 data_time: 0.0205 memory: 13712 grad_norm: 4.1814 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.5434 loss: 1.5434 2022/08/11 07:58:56 - mmengine - INFO - Epoch(train) [35][1240/1879] lr: 2.0000e-03 eta: 5:10:09 time: 0.5901 data_time: 0.0149 memory: 13712 grad_norm: 4.1018 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.6464 loss: 1.6464 2022/08/11 07:59:08 - mmengine - INFO - Epoch(train) [35][1260/1879] lr: 2.0000e-03 eta: 5:09:56 time: 0.5809 data_time: 0.0199 memory: 13712 grad_norm: 4.1046 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3806 loss: 1.3806 2022/08/11 07:59:19 - mmengine - INFO - Epoch(train) [35][1280/1879] lr: 2.0000e-03 eta: 5:09:42 time: 0.5764 data_time: 0.0183 memory: 13712 grad_norm: 4.0409 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.4248 loss: 1.4248 2022/08/11 07:59:31 - mmengine - INFO - Epoch(train) [35][1300/1879] lr: 2.0000e-03 eta: 5:09:29 time: 0.5804 data_time: 0.0180 memory: 13712 grad_norm: 4.0535 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.2396 loss: 1.2396 2022/08/11 07:59:43 - mmengine - INFO - Epoch(train) [35][1320/1879] lr: 2.0000e-03 eta: 5:09:15 time: 0.5922 data_time: 0.0196 memory: 13712 grad_norm: 4.2293 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3031 loss: 1.3031 2022/08/11 07:59:54 - mmengine - INFO - Epoch(train) [35][1340/1879] lr: 2.0000e-03 eta: 5:09:02 time: 0.5828 data_time: 0.0185 memory: 13712 grad_norm: 4.2004 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3003 loss: 1.3003 2022/08/11 08:00:06 - mmengine - INFO - Epoch(train) [35][1360/1879] lr: 2.0000e-03 eta: 5:08:48 time: 0.5824 data_time: 0.0163 memory: 13712 grad_norm: 4.0756 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5542 loss: 1.5542 2022/08/11 08:00:18 - mmengine - INFO - Epoch(train) [35][1380/1879] lr: 2.0000e-03 eta: 5:08:35 time: 0.5824 data_time: 0.0190 memory: 13712 grad_norm: 4.1217 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.2303 loss: 1.2303 2022/08/11 08:00:29 - mmengine - INFO - Epoch(train) [35][1400/1879] lr: 2.0000e-03 eta: 5:08:21 time: 0.5815 data_time: 0.0180 memory: 13712 grad_norm: 4.1189 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.2881 loss: 1.2881 2022/08/11 08:00:41 - mmengine - INFO - Epoch(train) [35][1420/1879] lr: 2.0000e-03 eta: 5:08:08 time: 0.5781 data_time: 0.0173 memory: 13712 grad_norm: 4.1320 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5347 loss: 1.5347 2022/08/11 08:00:52 - mmengine - INFO - Epoch(train) [35][1440/1879] lr: 2.0000e-03 eta: 5:07:54 time: 0.5760 data_time: 0.0176 memory: 13712 grad_norm: 4.0439 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.4517 loss: 1.4517 2022/08/11 08:01:04 - mmengine - INFO - Epoch(train) [35][1460/1879] lr: 2.0000e-03 eta: 5:07:41 time: 0.5785 data_time: 0.0180 memory: 13712 grad_norm: 4.0908 top1_acc: 0.4375 top5_acc: 0.9375 loss_cls: 1.4100 loss: 1.4100 2022/08/11 08:01:15 - mmengine - INFO - Epoch(train) [35][1480/1879] lr: 2.0000e-03 eta: 5:07:27 time: 0.5762 data_time: 0.0180 memory: 13712 grad_norm: 4.1029 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.5150 loss: 1.5150 2022/08/11 08:01:27 - mmengine - INFO - Epoch(train) [35][1500/1879] lr: 2.0000e-03 eta: 5:07:14 time: 0.5844 data_time: 0.0232 memory: 13712 grad_norm: 4.0672 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.4915 loss: 1.4915 2022/08/11 08:01:39 - mmengine - INFO - Epoch(train) [35][1520/1879] lr: 2.0000e-03 eta: 5:07:01 time: 0.5793 data_time: 0.0159 memory: 13712 grad_norm: 4.1156 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5141 loss: 1.5141 2022/08/11 08:01:50 - mmengine - INFO - Epoch(train) [35][1540/1879] lr: 2.0000e-03 eta: 5:06:47 time: 0.5813 data_time: 0.0182 memory: 13712 grad_norm: 4.0098 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.5001 loss: 1.5001 2022/08/11 08:02:02 - mmengine - INFO - Epoch(train) [35][1560/1879] lr: 2.0000e-03 eta: 5:06:34 time: 0.6008 data_time: 0.0164 memory: 13712 grad_norm: 4.0935 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 1.2881 loss: 1.2881 2022/08/11 08:02:14 - mmengine - INFO - Epoch(train) [35][1580/1879] lr: 2.0000e-03 eta: 5:06:20 time: 0.5857 data_time: 0.0188 memory: 13712 grad_norm: 4.0740 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4179 loss: 1.4179 2022/08/11 08:02:26 - mmengine - INFO - Epoch(train) [35][1600/1879] lr: 2.0000e-03 eta: 5:06:07 time: 0.5788 data_time: 0.0177 memory: 13712 grad_norm: 4.1305 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.5558 loss: 1.5558 2022/08/11 08:02:37 - mmengine - INFO - Epoch(train) [35][1620/1879] lr: 2.0000e-03 eta: 5:05:53 time: 0.5796 data_time: 0.0182 memory: 13712 grad_norm: 4.0838 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.4890 loss: 1.4890 2022/08/11 08:02:49 - mmengine - INFO - Epoch(train) [35][1640/1879] lr: 2.0000e-03 eta: 5:05:40 time: 0.5809 data_time: 0.0189 memory: 13712 grad_norm: 4.1818 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 1.3794 loss: 1.3794 2022/08/11 08:03:01 - mmengine - INFO - Epoch(train) [35][1660/1879] lr: 2.0000e-03 eta: 5:05:26 time: 0.5858 data_time: 0.0188 memory: 13712 grad_norm: 4.2303 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.3108 loss: 1.3108 2022/08/11 08:03:12 - mmengine - INFO - Epoch(train) [35][1680/1879] lr: 2.0000e-03 eta: 5:05:13 time: 0.5883 data_time: 0.0177 memory: 13712 grad_norm: 4.1140 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3479 loss: 1.3479 2022/08/11 08:03:25 - mmengine - INFO - Epoch(train) [35][1700/1879] lr: 2.0000e-03 eta: 5:05:00 time: 0.6104 data_time: 0.0473 memory: 13712 grad_norm: 4.1029 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.4705 loss: 1.4705 2022/08/11 08:03:36 - mmengine - INFO - Epoch(train) [35][1720/1879] lr: 2.0000e-03 eta: 5:04:46 time: 0.5831 data_time: 0.0179 memory: 13712 grad_norm: 4.1128 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4028 loss: 1.4028 2022/08/11 08:03:48 - mmengine - INFO - Epoch(train) [35][1740/1879] lr: 2.0000e-03 eta: 5:04:33 time: 0.6019 data_time: 0.0177 memory: 13712 grad_norm: 4.1572 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.4085 loss: 1.4085 2022/08/11 08:04:00 - mmengine - INFO - Epoch(train) [35][1760/1879] lr: 2.0000e-03 eta: 5:04:20 time: 0.5967 data_time: 0.0179 memory: 13712 grad_norm: 4.1234 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.4205 loss: 1.4205 2022/08/11 08:04:12 - mmengine - INFO - Epoch(train) [35][1780/1879] lr: 2.0000e-03 eta: 5:04:06 time: 0.5798 data_time: 0.0192 memory: 13712 grad_norm: 4.1203 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3994 loss: 1.3994 2022/08/11 08:04:24 - mmengine - INFO - Epoch(train) [35][1800/1879] lr: 2.0000e-03 eta: 5:03:53 time: 0.5879 data_time: 0.0182 memory: 13712 grad_norm: 4.1263 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3194 loss: 1.3194 2022/08/11 08:04:36 - mmengine - INFO - Epoch(train) [35][1820/1879] lr: 2.0000e-03 eta: 5:03:40 time: 0.6409 data_time: 0.0204 memory: 13712 grad_norm: 4.0793 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.3359 loss: 1.3359 2022/08/11 08:04:48 - mmengine - INFO - Epoch(train) [35][1840/1879] lr: 2.0000e-03 eta: 5:03:27 time: 0.5887 data_time: 0.0175 memory: 13712 grad_norm: 4.1345 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.3586 loss: 1.3586 2022/08/11 08:05:00 - mmengine - INFO - Epoch(train) [35][1860/1879] lr: 2.0000e-03 eta: 5:03:13 time: 0.5815 data_time: 0.0180 memory: 13712 grad_norm: 4.1474 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3021 loss: 1.3021 2022/08/11 08:05:11 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 08:05:11 - mmengine - INFO - Epoch(train) [35][1879/1879] lr: 2.0000e-03 eta: 5:03:13 time: 0.5690 data_time: 0.0198 memory: 13712 grad_norm: 4.1931 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 1.5498 loss: 1.5498 2022/08/11 08:06:30 - mmengine - INFO - Epoch(val) [35][20/155] eta: 0:08:55 time: 3.9665 data_time: 2.5888 memory: 14838 2022/08/11 08:07:33 - mmengine - INFO - Epoch(val) [35][40/155] eta: 0:06:01 time: 3.1472 data_time: 1.7751 memory: 14838 2022/08/11 08:08:40 - mmengine - INFO - Epoch(val) [35][60/155] eta: 0:05:16 time: 3.3311 data_time: 1.9511 memory: 14838 2022/08/11 08:09:40 - mmengine - INFO - Epoch(val) [35][80/155] eta: 0:03:44 time: 2.9961 data_time: 1.6189 memory: 14838 2022/08/11 08:10:53 - mmengine - INFO - Epoch(val) [35][100/155] eta: 0:03:21 time: 3.6581 data_time: 2.2834 memory: 14838 2022/08/11 08:11:54 - mmengine - INFO - Epoch(val) [35][120/155] eta: 0:01:47 time: 3.0808 data_time: 1.7038 memory: 14838 2022/08/11 08:13:12 - mmengine - INFO - Epoch(val) [35][140/155] eta: 0:00:58 time: 3.8776 data_time: 2.5016 memory: 14838 2022/08/11 08:13:49 - mmengine - INFO - Epoch(val) [35][155/155] acc/top1: 0.7123 acc/top5: 0.8991 acc/mean1: 0.7122 2022/08/11 08:14:10 - mmengine - INFO - Epoch(train) [36][20/1879] lr: 2.0000e-03 eta: 5:02:46 time: 1.0339 data_time: 0.4663 memory: 14838 grad_norm: 4.0733 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5827 loss: 1.5827 2022/08/11 08:14:21 - mmengine - INFO - Epoch(train) [36][40/1879] lr: 2.0000e-03 eta: 5:02:33 time: 0.5760 data_time: 0.0168 memory: 13712 grad_norm: 4.0416 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.4000 loss: 1.4000 2022/08/11 08:14:33 - mmengine - INFO - Epoch(train) [36][60/1879] lr: 2.0000e-03 eta: 5:02:19 time: 0.5804 data_time: 0.0181 memory: 13712 grad_norm: 4.1889 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.2902 loss: 1.2902 2022/08/11 08:14:44 - mmengine - INFO - Epoch(train) [36][80/1879] lr: 2.0000e-03 eta: 5:02:06 time: 0.5792 data_time: 0.0183 memory: 13712 grad_norm: 4.0749 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.3594 loss: 1.3594 2022/08/11 08:14:56 - mmengine - INFO - Epoch(train) [36][100/1879] lr: 2.0000e-03 eta: 5:01:52 time: 0.5812 data_time: 0.0170 memory: 13712 grad_norm: 4.0805 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4196 loss: 1.4196 2022/08/11 08:15:08 - mmengine - INFO - Epoch(train) [36][120/1879] lr: 2.0000e-03 eta: 5:01:39 time: 0.5895 data_time: 0.0195 memory: 13712 grad_norm: 4.1246 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.3794 loss: 1.3794 2022/08/11 08:15:21 - mmengine - INFO - Epoch(train) [36][140/1879] lr: 2.0000e-03 eta: 5:01:26 time: 0.6578 data_time: 0.0412 memory: 13712 grad_norm: 4.0666 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.3734 loss: 1.3734 2022/08/11 08:15:34 - mmengine - INFO - Epoch(train) [36][160/1879] lr: 2.0000e-03 eta: 5:01:13 time: 0.6455 data_time: 0.0184 memory: 13712 grad_norm: 4.1021 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.2600 loss: 1.2600 2022/08/11 08:15:45 - mmengine - INFO - Epoch(train) [36][180/1879] lr: 2.0000e-03 eta: 5:01:00 time: 0.5797 data_time: 0.0182 memory: 13712 grad_norm: 4.0600 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.5286 loss: 1.5286 2022/08/11 08:15:57 - mmengine - INFO - Epoch(train) [36][200/1879] lr: 2.0000e-03 eta: 5:00:46 time: 0.5798 data_time: 0.0175 memory: 13712 grad_norm: 4.1449 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 1.5065 loss: 1.5065 2022/08/11 08:16:09 - mmengine - INFO - Epoch(train) [36][220/1879] lr: 2.0000e-03 eta: 5:00:33 time: 0.6046 data_time: 0.0196 memory: 13712 grad_norm: 4.0767 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.3076 loss: 1.3076 2022/08/11 08:16:18 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 08:16:21 - mmengine - INFO - Epoch(train) [36][240/1879] lr: 2.0000e-03 eta: 5:00:20 time: 0.5860 data_time: 0.0183 memory: 13712 grad_norm: 4.1156 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 1.4372 loss: 1.4372 2022/08/11 08:16:32 - mmengine - INFO - Epoch(train) [36][260/1879] lr: 2.0000e-03 eta: 5:00:06 time: 0.5727 data_time: 0.0162 memory: 13712 grad_norm: 4.0879 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.2877 loss: 1.2877 2022/08/11 08:16:44 - mmengine - INFO - Epoch(train) [36][280/1879] lr: 2.0000e-03 eta: 4:59:53 time: 0.5751 data_time: 0.0179 memory: 13712 grad_norm: 4.1225 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.3853 loss: 1.3853 2022/08/11 08:16:55 - mmengine - INFO - Epoch(train) [36][300/1879] lr: 2.0000e-03 eta: 4:59:39 time: 0.5761 data_time: 0.0178 memory: 13712 grad_norm: 4.1134 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3604 loss: 1.3604 2022/08/11 08:17:07 - mmengine - INFO - Epoch(train) [36][320/1879] lr: 2.0000e-03 eta: 4:59:26 time: 0.5829 data_time: 0.0235 memory: 13712 grad_norm: 4.0184 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3513 loss: 1.3513 2022/08/11 08:17:19 - mmengine - INFO - Epoch(train) [36][340/1879] lr: 2.0000e-03 eta: 4:59:12 time: 0.5910 data_time: 0.0180 memory: 13712 grad_norm: 4.1491 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.4418 loss: 1.4418 2022/08/11 08:17:30 - mmengine - INFO - Epoch(train) [36][360/1879] lr: 2.0000e-03 eta: 4:58:59 time: 0.5775 data_time: 0.0175 memory: 13712 grad_norm: 4.0295 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2559 loss: 1.2559 2022/08/11 08:17:42 - mmengine - INFO - Epoch(train) [36][380/1879] lr: 2.0000e-03 eta: 4:58:46 time: 0.5784 data_time: 0.0195 memory: 13712 grad_norm: 4.0927 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4792 loss: 1.4792 2022/08/11 08:17:54 - mmengine - INFO - Epoch(train) [36][400/1879] lr: 2.0000e-03 eta: 4:58:32 time: 0.5876 data_time: 0.0259 memory: 13712 grad_norm: 4.0652 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3758 loss: 1.3758 2022/08/11 08:18:05 - mmengine - INFO - Epoch(train) [36][420/1879] lr: 2.0000e-03 eta: 4:58:19 time: 0.5750 data_time: 0.0190 memory: 13712 grad_norm: 4.1556 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5341 loss: 1.5341 2022/08/11 08:18:17 - mmengine - INFO - Epoch(train) [36][440/1879] lr: 2.0000e-03 eta: 4:58:05 time: 0.5748 data_time: 0.0172 memory: 13712 grad_norm: 4.2282 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.5225 loss: 1.5225 2022/08/11 08:18:28 - mmengine - INFO - Epoch(train) [36][460/1879] lr: 2.0000e-03 eta: 4:57:52 time: 0.5881 data_time: 0.0190 memory: 13712 grad_norm: 4.0509 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.3028 loss: 1.3028 2022/08/11 08:18:40 - mmengine - INFO - Epoch(train) [36][480/1879] lr: 2.0000e-03 eta: 4:57:38 time: 0.5788 data_time: 0.0192 memory: 13712 grad_norm: 4.0098 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.2792 loss: 1.2792 2022/08/11 08:18:51 - mmengine - INFO - Epoch(train) [36][500/1879] lr: 2.0000e-03 eta: 4:57:25 time: 0.5716 data_time: 0.0177 memory: 13712 grad_norm: 4.0503 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4689 loss: 1.4689 2022/08/11 08:19:03 - mmengine - INFO - Epoch(train) [36][520/1879] lr: 2.0000e-03 eta: 4:57:11 time: 0.5780 data_time: 0.0211 memory: 13712 grad_norm: 4.1721 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3135 loss: 1.3135 2022/08/11 08:19:15 - mmengine - INFO - Epoch(train) [36][540/1879] lr: 2.0000e-03 eta: 4:56:58 time: 0.5732 data_time: 0.0167 memory: 13712 grad_norm: 4.1876 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4092 loss: 1.4092 2022/08/11 08:19:26 - mmengine - INFO - Epoch(train) [36][560/1879] lr: 2.0000e-03 eta: 4:56:45 time: 0.5809 data_time: 0.0185 memory: 13712 grad_norm: 4.0749 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4028 loss: 1.4028 2022/08/11 08:19:38 - mmengine - INFO - Epoch(train) [36][580/1879] lr: 2.0000e-03 eta: 4:56:31 time: 0.5823 data_time: 0.0189 memory: 13712 grad_norm: 4.2001 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5066 loss: 1.5066 2022/08/11 08:19:49 - mmengine - INFO - Epoch(train) [36][600/1879] lr: 2.0000e-03 eta: 4:56:18 time: 0.5752 data_time: 0.0168 memory: 13712 grad_norm: 4.1816 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.4814 loss: 1.4814 2022/08/11 08:20:01 - mmengine - INFO - Epoch(train) [36][620/1879] lr: 2.0000e-03 eta: 4:56:04 time: 0.5763 data_time: 0.0191 memory: 13712 grad_norm: 4.0256 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.2944 loss: 1.2944 2022/08/11 08:20:12 - mmengine - INFO - Epoch(train) [36][640/1879] lr: 2.0000e-03 eta: 4:55:51 time: 0.5771 data_time: 0.0176 memory: 13712 grad_norm: 4.1486 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.5007 loss: 1.5007 2022/08/11 08:20:24 - mmengine - INFO - Epoch(train) [36][660/1879] lr: 2.0000e-03 eta: 4:55:37 time: 0.5868 data_time: 0.0187 memory: 13712 grad_norm: 4.1939 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.4439 loss: 1.4439 2022/08/11 08:20:36 - mmengine - INFO - Epoch(train) [36][680/1879] lr: 2.0000e-03 eta: 4:55:24 time: 0.5808 data_time: 0.0187 memory: 13712 grad_norm: 4.0624 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.4931 loss: 1.4931 2022/08/11 08:20:47 - mmengine - INFO - Epoch(train) [36][700/1879] lr: 2.0000e-03 eta: 4:55:11 time: 0.5795 data_time: 0.0174 memory: 13712 grad_norm: 4.0096 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3175 loss: 1.3175 2022/08/11 08:20:59 - mmengine - INFO - Epoch(train) [36][720/1879] lr: 2.0000e-03 eta: 4:54:57 time: 0.5902 data_time: 0.0188 memory: 13712 grad_norm: 3.9818 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.4340 loss: 1.4340 2022/08/11 08:21:11 - mmengine - INFO - Epoch(train) [36][740/1879] lr: 2.0000e-03 eta: 4:54:44 time: 0.5759 data_time: 0.0190 memory: 13712 grad_norm: 4.1255 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4813 loss: 1.4813 2022/08/11 08:21:22 - mmengine - INFO - Epoch(train) [36][760/1879] lr: 2.0000e-03 eta: 4:54:30 time: 0.5766 data_time: 0.0179 memory: 13712 grad_norm: 4.0860 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6213 loss: 1.6213 2022/08/11 08:21:34 - mmengine - INFO - Epoch(train) [36][780/1879] lr: 2.0000e-03 eta: 4:54:17 time: 0.5757 data_time: 0.0180 memory: 13712 grad_norm: 4.0164 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4751 loss: 1.4751 2022/08/11 08:21:45 - mmengine - INFO - Epoch(train) [36][800/1879] lr: 2.0000e-03 eta: 4:54:03 time: 0.5712 data_time: 0.0187 memory: 13712 grad_norm: 4.1657 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4701 loss: 1.4701 2022/08/11 08:21:57 - mmengine - INFO - Epoch(train) [36][820/1879] lr: 2.0000e-03 eta: 4:53:50 time: 0.5750 data_time: 0.0172 memory: 13712 grad_norm: 4.1387 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4522 loss: 1.4522 2022/08/11 08:22:09 - mmengine - INFO - Epoch(train) [36][840/1879] lr: 2.0000e-03 eta: 4:53:37 time: 0.6048 data_time: 0.0210 memory: 13712 grad_norm: 4.2048 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3034 loss: 1.3034 2022/08/11 08:22:20 - mmengine - INFO - Epoch(train) [36][860/1879] lr: 2.0000e-03 eta: 4:53:23 time: 0.5798 data_time: 0.0170 memory: 13712 grad_norm: 4.0375 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3223 loss: 1.3223 2022/08/11 08:22:32 - mmengine - INFO - Epoch(train) [36][880/1879] lr: 2.0000e-03 eta: 4:53:10 time: 0.5773 data_time: 0.0182 memory: 13712 grad_norm: 4.0819 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.4161 loss: 1.4161 2022/08/11 08:22:44 - mmengine - INFO - Epoch(train) [36][900/1879] lr: 2.0000e-03 eta: 4:52:56 time: 0.5797 data_time: 0.0176 memory: 13712 grad_norm: 4.0765 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.2683 loss: 1.2683 2022/08/11 08:22:55 - mmengine - INFO - Epoch(train) [36][920/1879] lr: 2.0000e-03 eta: 4:52:43 time: 0.5773 data_time: 0.0181 memory: 13712 grad_norm: 4.0613 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3774 loss: 1.3774 2022/08/11 08:23:07 - mmengine - INFO - Epoch(train) [36][940/1879] lr: 2.0000e-03 eta: 4:52:30 time: 0.5867 data_time: 0.0194 memory: 13712 grad_norm: 4.2637 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6168 loss: 1.6168 2022/08/11 08:23:21 - mmengine - INFO - Epoch(train) [36][960/1879] lr: 2.0000e-03 eta: 4:52:17 time: 0.7044 data_time: 0.0197 memory: 13712 grad_norm: 4.0385 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.3262 loss: 1.3262 2022/08/11 08:23:33 - mmengine - INFO - Epoch(train) [36][980/1879] lr: 2.0000e-03 eta: 4:52:04 time: 0.5873 data_time: 0.0194 memory: 13712 grad_norm: 4.1273 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.2775 loss: 1.2775 2022/08/11 08:23:44 - mmengine - INFO - Epoch(train) [36][1000/1879] lr: 2.0000e-03 eta: 4:51:51 time: 0.5781 data_time: 0.0182 memory: 13712 grad_norm: 4.1505 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.5355 loss: 1.5355 2022/08/11 08:23:56 - mmengine - INFO - Epoch(train) [36][1020/1879] lr: 2.0000e-03 eta: 4:51:37 time: 0.5761 data_time: 0.0185 memory: 13712 grad_norm: 4.2220 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.4255 loss: 1.4255 2022/08/11 08:24:07 - mmengine - INFO - Epoch(train) [36][1040/1879] lr: 2.0000e-03 eta: 4:51:24 time: 0.5786 data_time: 0.0178 memory: 13712 grad_norm: 4.1640 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.3562 loss: 1.3562 2022/08/11 08:24:19 - mmengine - INFO - Epoch(train) [36][1060/1879] lr: 2.0000e-03 eta: 4:51:10 time: 0.5806 data_time: 0.0168 memory: 13712 grad_norm: 4.2146 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.3501 loss: 1.3501 2022/08/11 08:24:31 - mmengine - INFO - Epoch(train) [36][1080/1879] lr: 2.0000e-03 eta: 4:50:57 time: 0.5800 data_time: 0.0189 memory: 13712 grad_norm: 4.1146 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4617 loss: 1.4617 2022/08/11 08:24:42 - mmengine - INFO - Epoch(train) [36][1100/1879] lr: 2.0000e-03 eta: 4:50:43 time: 0.5809 data_time: 0.0183 memory: 13712 grad_norm: 4.0946 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.3707 loss: 1.3707 2022/08/11 08:24:54 - mmengine - INFO - Epoch(train) [36][1120/1879] lr: 2.0000e-03 eta: 4:50:30 time: 0.5780 data_time: 0.0180 memory: 13712 grad_norm: 4.1669 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.3775 loss: 1.3775 2022/08/11 08:25:05 - mmengine - INFO - Epoch(train) [36][1140/1879] lr: 2.0000e-03 eta: 4:50:17 time: 0.5788 data_time: 0.0178 memory: 13712 grad_norm: 4.1369 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.4397 loss: 1.4397 2022/08/11 08:25:17 - mmengine - INFO - Epoch(train) [36][1160/1879] lr: 2.0000e-03 eta: 4:50:03 time: 0.5963 data_time: 0.0259 memory: 13712 grad_norm: 4.0929 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3820 loss: 1.3820 2022/08/11 08:25:30 - mmengine - INFO - Epoch(train) [36][1180/1879] lr: 2.0000e-03 eta: 4:49:50 time: 0.6261 data_time: 0.0176 memory: 13712 grad_norm: 4.1611 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.2353 loss: 1.2353 2022/08/11 08:25:41 - mmengine - INFO - Epoch(train) [36][1200/1879] lr: 2.0000e-03 eta: 4:49:37 time: 0.5799 data_time: 0.0185 memory: 13712 grad_norm: 4.1491 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.2511 loss: 1.2511 2022/08/11 08:25:57 - mmengine - INFO - Epoch(train) [36][1220/1879] lr: 2.0000e-03 eta: 4:49:25 time: 0.7617 data_time: 0.0203 memory: 13712 grad_norm: 4.2250 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.5219 loss: 1.5219 2022/08/11 08:26:05 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 08:26:08 - mmengine - INFO - Epoch(train) [36][1240/1879] lr: 2.0000e-03 eta: 4:49:12 time: 0.5815 data_time: 0.0200 memory: 13712 grad_norm: 4.1439 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.3532 loss: 1.3532 2022/08/11 08:26:21 - mmengine - INFO - Epoch(train) [36][1260/1879] lr: 2.0000e-03 eta: 4:48:59 time: 0.6393 data_time: 0.0164 memory: 13712 grad_norm: 4.2165 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3558 loss: 1.3558 2022/08/11 08:26:34 - mmengine - INFO - Epoch(train) [36][1280/1879] lr: 2.0000e-03 eta: 4:48:46 time: 0.6629 data_time: 0.0203 memory: 13712 grad_norm: 4.1433 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.3855 loss: 1.3855 2022/08/11 08:26:46 - mmengine - INFO - Epoch(train) [36][1300/1879] lr: 2.0000e-03 eta: 4:48:33 time: 0.5781 data_time: 0.0162 memory: 13712 grad_norm: 4.1033 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.4742 loss: 1.4742 2022/08/11 08:27:00 - mmengine - INFO - Epoch(train) [36][1320/1879] lr: 2.0000e-03 eta: 4:48:20 time: 0.6805 data_time: 0.0178 memory: 13712 grad_norm: 4.2762 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1584 loss: 1.1584 2022/08/11 08:27:11 - mmengine - INFO - Epoch(train) [36][1340/1879] lr: 2.0000e-03 eta: 4:48:07 time: 0.5804 data_time: 0.0184 memory: 13712 grad_norm: 4.0640 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3262 loss: 1.3262 2022/08/11 08:27:23 - mmengine - INFO - Epoch(train) [36][1360/1879] lr: 2.0000e-03 eta: 4:47:53 time: 0.5824 data_time: 0.0190 memory: 13712 grad_norm: 4.1616 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4971 loss: 1.4971 2022/08/11 08:27:35 - mmengine - INFO - Epoch(train) [36][1380/1879] lr: 2.0000e-03 eta: 4:47:40 time: 0.5846 data_time: 0.0170 memory: 13712 grad_norm: 4.2553 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5693 loss: 1.5693 2022/08/11 08:27:46 - mmengine - INFO - Epoch(train) [36][1400/1879] lr: 2.0000e-03 eta: 4:47:26 time: 0.5770 data_time: 0.0192 memory: 13712 grad_norm: 4.2270 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6794 loss: 1.6794 2022/08/11 08:28:06 - mmengine - INFO - Epoch(train) [36][1420/1879] lr: 2.0000e-03 eta: 4:47:16 time: 0.9987 data_time: 0.0165 memory: 13712 grad_norm: 4.0137 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2609 loss: 1.2609 2022/08/11 08:28:18 - mmengine - INFO - Epoch(train) [36][1440/1879] lr: 2.0000e-03 eta: 4:47:03 time: 0.5775 data_time: 0.0185 memory: 13712 grad_norm: 4.0879 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.5092 loss: 1.5092 2022/08/11 08:28:29 - mmengine - INFO - Epoch(train) [36][1460/1879] lr: 2.0000e-03 eta: 4:46:50 time: 0.5875 data_time: 0.0182 memory: 13712 grad_norm: 4.0762 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.2352 loss: 1.2352 2022/08/11 08:28:41 - mmengine - INFO - Epoch(train) [36][1480/1879] lr: 2.0000e-03 eta: 4:46:36 time: 0.5780 data_time: 0.0190 memory: 13712 grad_norm: 4.0621 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.5539 loss: 1.5539 2022/08/11 08:28:52 - mmengine - INFO - Epoch(train) [36][1500/1879] lr: 2.0000e-03 eta: 4:46:23 time: 0.5757 data_time: 0.0166 memory: 13712 grad_norm: 4.0248 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5127 loss: 1.5127 2022/08/11 08:29:04 - mmengine - INFO - Epoch(train) [36][1520/1879] lr: 2.0000e-03 eta: 4:46:10 time: 0.5826 data_time: 0.0197 memory: 13712 grad_norm: 4.1378 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4508 loss: 1.4508 2022/08/11 08:29:16 - mmengine - INFO - Epoch(train) [36][1540/1879] lr: 2.0000e-03 eta: 4:45:56 time: 0.5767 data_time: 0.0167 memory: 13712 grad_norm: 4.0891 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.6376 loss: 1.6376 2022/08/11 08:29:27 - mmengine - INFO - Epoch(train) [36][1560/1879] lr: 2.0000e-03 eta: 4:45:43 time: 0.5785 data_time: 0.0178 memory: 13712 grad_norm: 4.1089 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3298 loss: 1.3298 2022/08/11 08:29:39 - mmengine - INFO - Epoch(train) [36][1580/1879] lr: 2.0000e-03 eta: 4:45:29 time: 0.5921 data_time: 0.0197 memory: 13712 grad_norm: 4.2049 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4207 loss: 1.4207 2022/08/11 08:29:51 - mmengine - INFO - Epoch(train) [36][1600/1879] lr: 2.0000e-03 eta: 4:45:16 time: 0.6054 data_time: 0.0426 memory: 13712 grad_norm: 4.1855 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3508 loss: 1.3508 2022/08/11 08:30:03 - mmengine - INFO - Epoch(train) [36][1620/1879] lr: 2.0000e-03 eta: 4:45:03 time: 0.5989 data_time: 0.0160 memory: 13712 grad_norm: 4.2991 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5727 loss: 1.5727 2022/08/11 08:30:19 - mmengine - INFO - Epoch(train) [36][1640/1879] lr: 2.0000e-03 eta: 4:44:51 time: 0.7887 data_time: 0.0181 memory: 13712 grad_norm: 4.2104 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.1814 loss: 1.1814 2022/08/11 08:30:31 - mmengine - INFO - Epoch(train) [36][1660/1879] lr: 2.0000e-03 eta: 4:44:38 time: 0.5839 data_time: 0.0181 memory: 13712 grad_norm: 4.1781 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.3436 loss: 1.3436 2022/08/11 08:30:42 - mmengine - INFO - Epoch(train) [36][1680/1879] lr: 2.0000e-03 eta: 4:44:25 time: 0.5816 data_time: 0.0188 memory: 13712 grad_norm: 4.0686 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.4221 loss: 1.4221 2022/08/11 08:30:54 - mmengine - INFO - Epoch(train) [36][1700/1879] lr: 2.0000e-03 eta: 4:44:11 time: 0.5785 data_time: 0.0174 memory: 13712 grad_norm: 4.2970 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.3637 loss: 1.3637 2022/08/11 08:31:06 - mmengine - INFO - Epoch(train) [36][1720/1879] lr: 2.0000e-03 eta: 4:43:58 time: 0.5880 data_time: 0.0208 memory: 13712 grad_norm: 4.2727 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.5804 loss: 1.5804 2022/08/11 08:31:17 - mmengine - INFO - Epoch(train) [36][1740/1879] lr: 2.0000e-03 eta: 4:43:45 time: 0.5846 data_time: 0.0168 memory: 13712 grad_norm: 4.2089 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.3801 loss: 1.3801 2022/08/11 08:31:29 - mmengine - INFO - Epoch(train) [36][1760/1879] lr: 2.0000e-03 eta: 4:43:31 time: 0.5829 data_time: 0.0191 memory: 13712 grad_norm: 4.1446 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4750 loss: 1.4750 2022/08/11 08:31:41 - mmengine - INFO - Epoch(train) [36][1780/1879] lr: 2.0000e-03 eta: 4:43:18 time: 0.5774 data_time: 0.0170 memory: 13712 grad_norm: 4.2125 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5985 loss: 1.5985 2022/08/11 08:31:52 - mmengine - INFO - Epoch(train) [36][1800/1879] lr: 2.0000e-03 eta: 4:43:04 time: 0.5929 data_time: 0.0309 memory: 13712 grad_norm: 4.1565 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4548 loss: 1.4548 2022/08/11 08:32:05 - mmengine - INFO - Epoch(train) [36][1820/1879] lr: 2.0000e-03 eta: 4:42:51 time: 0.6145 data_time: 0.0139 memory: 13712 grad_norm: 4.1614 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.5195 loss: 1.5195 2022/08/11 08:32:16 - mmengine - INFO - Epoch(train) [36][1840/1879] lr: 2.0000e-03 eta: 4:42:38 time: 0.5801 data_time: 0.0205 memory: 13712 grad_norm: 4.0684 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.3987 loss: 1.3987 2022/08/11 08:32:28 - mmengine - INFO - Epoch(train) [36][1860/1879] lr: 2.0000e-03 eta: 4:42:25 time: 0.5814 data_time: 0.0168 memory: 13712 grad_norm: 4.1200 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.3145 loss: 1.3145 2022/08/11 08:32:39 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 08:32:39 - mmengine - INFO - Epoch(train) [36][1879/1879] lr: 2.0000e-03 eta: 4:42:25 time: 0.5584 data_time: 0.0161 memory: 13712 grad_norm: 4.3633 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 1.4645 loss: 1.4645 2022/08/11 08:32:39 - mmengine - INFO - Saving checkpoint at 36 epochs 2022/08/11 08:34:04 - mmengine - INFO - Epoch(val) [36][20/155] eta: 0:09:23 time: 4.1739 data_time: 2.7920 memory: 14838 2022/08/11 08:34:55 - mmengine - INFO - Epoch(val) [36][40/155] eta: 0:04:54 time: 2.5625 data_time: 1.1821 memory: 14838 2022/08/11 08:36:13 - mmengine - INFO - Epoch(val) [36][60/155] eta: 0:06:09 time: 3.8934 data_time: 2.5180 memory: 14838 2022/08/11 08:37:06 - mmengine - INFO - Epoch(val) [36][80/155] eta: 0:03:19 time: 2.6622 data_time: 1.2865 memory: 14838 2022/08/11 08:38:20 - mmengine - INFO - Epoch(val) [36][100/155] eta: 0:03:21 time: 3.6598 data_time: 2.2845 memory: 14838 2022/08/11 08:39:23 - mmengine - INFO - Epoch(val) [36][120/155] eta: 0:01:50 time: 3.1522 data_time: 1.7722 memory: 14838 2022/08/11 08:40:36 - mmengine - INFO - Epoch(val) [36][140/155] eta: 0:00:54 time: 3.6453 data_time: 2.2706 memory: 14838 2022/08/11 08:41:17 - mmengine - INFO - Epoch(val) [36][155/155] acc/top1: 0.7165 acc/top5: 0.8998 acc/mean1: 0.7163 2022/08/11 08:41:18 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_r50_dense_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_33.pth is removed 2022/08/11 08:41:19 - mmengine - INFO - The best checkpoint with 0.7165 acc/top1 at 37 epoch is saved to best_acc/top1_epoch_37.pth. 2022/08/11 08:41:35 - mmengine - INFO - Epoch(train) [37][20/1879] lr: 2.0000e-03 eta: 4:41:56 time: 0.8080 data_time: 0.2464 memory: 14838 grad_norm: 4.1543 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4260 loss: 1.4260 2022/08/11 08:41:47 - mmengine - INFO - Epoch(train) [37][40/1879] lr: 2.0000e-03 eta: 4:41:43 time: 0.5739 data_time: 0.0179 memory: 13712 grad_norm: 4.1476 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.3937 loss: 1.3937 2022/08/11 08:41:58 - mmengine - INFO - Epoch(train) [37][60/1879] lr: 2.0000e-03 eta: 4:41:29 time: 0.5753 data_time: 0.0188 memory: 13712 grad_norm: 4.1686 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.4589 loss: 1.4589 2022/08/11 08:42:10 - mmengine - INFO - Epoch(train) [37][80/1879] lr: 2.0000e-03 eta: 4:41:16 time: 0.5883 data_time: 0.0192 memory: 13712 grad_norm: 4.0810 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.5479 loss: 1.5479 2022/08/11 08:42:21 - mmengine - INFO - Epoch(train) [37][100/1879] lr: 2.0000e-03 eta: 4:41:03 time: 0.5784 data_time: 0.0191 memory: 13712 grad_norm: 4.0752 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3120 loss: 1.3120 2022/08/11 08:42:33 - mmengine - INFO - Epoch(train) [37][120/1879] lr: 2.0000e-03 eta: 4:40:49 time: 0.5722 data_time: 0.0175 memory: 13712 grad_norm: 4.0153 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.4250 loss: 1.4250 2022/08/11 08:42:44 - mmengine - INFO - Epoch(train) [37][140/1879] lr: 2.0000e-03 eta: 4:40:36 time: 0.5748 data_time: 0.0174 memory: 13712 grad_norm: 4.1963 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.6867 loss: 1.6867 2022/08/11 08:42:56 - mmengine - INFO - Epoch(train) [37][160/1879] lr: 2.0000e-03 eta: 4:40:22 time: 0.5732 data_time: 0.0173 memory: 13712 grad_norm: 4.1128 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.4718 loss: 1.4718 2022/08/11 08:43:07 - mmengine - INFO - Epoch(train) [37][180/1879] lr: 2.0000e-03 eta: 4:40:09 time: 0.5751 data_time: 0.0192 memory: 13712 grad_norm: 4.0968 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2181 loss: 1.2181 2022/08/11 08:43:19 - mmengine - INFO - Epoch(train) [37][200/1879] lr: 2.0000e-03 eta: 4:39:56 time: 0.5832 data_time: 0.0180 memory: 13712 grad_norm: 4.1554 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.3129 loss: 1.3129 2022/08/11 08:43:31 - mmengine - INFO - Epoch(train) [37][220/1879] lr: 2.0000e-03 eta: 4:39:42 time: 0.5767 data_time: 0.0180 memory: 13712 grad_norm: 4.2259 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4500 loss: 1.4500 2022/08/11 08:43:42 - mmengine - INFO - Epoch(train) [37][240/1879] lr: 2.0000e-03 eta: 4:39:29 time: 0.5812 data_time: 0.0192 memory: 13712 grad_norm: 4.2696 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.4970 loss: 1.4970 2022/08/11 08:43:54 - mmengine - INFO - Epoch(train) [37][260/1879] lr: 2.0000e-03 eta: 4:39:16 time: 0.5796 data_time: 0.0196 memory: 13712 grad_norm: 4.1589 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.3691 loss: 1.3691 2022/08/11 08:44:05 - mmengine - INFO - Epoch(train) [37][280/1879] lr: 2.0000e-03 eta: 4:39:02 time: 0.5791 data_time: 0.0191 memory: 13712 grad_norm: 4.1252 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4244 loss: 1.4244 2022/08/11 08:44:20 - mmengine - INFO - Epoch(train) [37][300/1879] lr: 2.0000e-03 eta: 4:38:50 time: 0.7370 data_time: 0.0161 memory: 13712 grad_norm: 4.1987 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.5134 loss: 1.5134 2022/08/11 08:44:32 - mmengine - INFO - Epoch(train) [37][320/1879] lr: 2.0000e-03 eta: 4:38:37 time: 0.5773 data_time: 0.0181 memory: 13712 grad_norm: 4.0274 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4106 loss: 1.4106 2022/08/11 08:44:43 - mmengine - INFO - Epoch(train) [37][340/1879] lr: 2.0000e-03 eta: 4:38:23 time: 0.5788 data_time: 0.0180 memory: 13712 grad_norm: 4.2341 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.3421 loss: 1.3421 2022/08/11 08:44:53 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 08:44:55 - mmengine - INFO - Epoch(train) [37][360/1879] lr: 2.0000e-03 eta: 4:38:10 time: 0.5773 data_time: 0.0195 memory: 13712 grad_norm: 4.1726 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3739 loss: 1.3739 2022/08/11 08:45:07 - mmengine - INFO - Epoch(train) [37][380/1879] lr: 2.0000e-03 eta: 4:37:57 time: 0.5864 data_time: 0.0202 memory: 13712 grad_norm: 4.1979 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.2393 loss: 1.2393 2022/08/11 08:45:20 - mmengine - INFO - Epoch(train) [37][400/1879] lr: 2.0000e-03 eta: 4:37:44 time: 0.6852 data_time: 0.0245 memory: 13712 grad_norm: 4.2787 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5460 loss: 1.5460 2022/08/11 08:45:33 - mmengine - INFO - Epoch(train) [37][420/1879] lr: 2.0000e-03 eta: 4:37:31 time: 0.6465 data_time: 0.0176 memory: 13712 grad_norm: 4.1037 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4089 loss: 1.4089 2022/08/11 08:45:45 - mmengine - INFO - Epoch(train) [37][440/1879] lr: 2.0000e-03 eta: 4:37:18 time: 0.5818 data_time: 0.0175 memory: 13712 grad_norm: 4.0224 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3676 loss: 1.3676 2022/08/11 08:45:56 - mmengine - INFO - Epoch(train) [37][460/1879] lr: 2.0000e-03 eta: 4:37:05 time: 0.5814 data_time: 0.0176 memory: 13712 grad_norm: 4.2677 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4274 loss: 1.4274 2022/08/11 08:46:08 - mmengine - INFO - Epoch(train) [37][480/1879] lr: 2.0000e-03 eta: 4:36:51 time: 0.5703 data_time: 0.0171 memory: 13712 grad_norm: 4.1348 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.3478 loss: 1.3478 2022/08/11 08:46:19 - mmengine - INFO - Epoch(train) [37][500/1879] lr: 2.0000e-03 eta: 4:36:38 time: 0.5760 data_time: 0.0189 memory: 13712 grad_norm: 4.2001 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.4282 loss: 1.4282 2022/08/11 08:46:31 - mmengine - INFO - Epoch(train) [37][520/1879] lr: 2.0000e-03 eta: 4:36:24 time: 0.5789 data_time: 0.0181 memory: 13712 grad_norm: 4.1735 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3438 loss: 1.3438 2022/08/11 08:46:43 - mmengine - INFO - Epoch(train) [37][540/1879] lr: 2.0000e-03 eta: 4:36:11 time: 0.5789 data_time: 0.0179 memory: 13712 grad_norm: 4.1467 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3202 loss: 1.3202 2022/08/11 08:46:54 - mmengine - INFO - Epoch(train) [37][560/1879] lr: 2.0000e-03 eta: 4:35:58 time: 0.5798 data_time: 0.0177 memory: 13712 grad_norm: 4.2055 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3742 loss: 1.3742 2022/08/11 08:47:06 - mmengine - INFO - Epoch(train) [37][580/1879] lr: 2.0000e-03 eta: 4:35:44 time: 0.5788 data_time: 0.0186 memory: 13712 grad_norm: 3.9745 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3511 loss: 1.3511 2022/08/11 08:47:17 - mmengine - INFO - Epoch(train) [37][600/1879] lr: 2.0000e-03 eta: 4:35:31 time: 0.5826 data_time: 0.0196 memory: 13712 grad_norm: 4.1051 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3980 loss: 1.3980 2022/08/11 08:47:29 - mmengine - INFO - Epoch(train) [37][620/1879] lr: 2.0000e-03 eta: 4:35:18 time: 0.5735 data_time: 0.0164 memory: 13712 grad_norm: 4.1504 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.4261 loss: 1.4261 2022/08/11 08:47:40 - mmengine - INFO - Epoch(train) [37][640/1879] lr: 2.0000e-03 eta: 4:35:04 time: 0.5745 data_time: 0.0174 memory: 13712 grad_norm: 4.0507 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.4388 loss: 1.4388 2022/08/11 08:47:52 - mmengine - INFO - Epoch(train) [37][660/1879] lr: 2.0000e-03 eta: 4:34:51 time: 0.5781 data_time: 0.0190 memory: 13712 grad_norm: 4.1164 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.2746 loss: 1.2746 2022/08/11 08:48:04 - mmengine - INFO - Epoch(train) [37][680/1879] lr: 2.0000e-03 eta: 4:34:38 time: 0.5912 data_time: 0.0179 memory: 13712 grad_norm: 4.1692 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5871 loss: 1.5871 2022/08/11 08:48:15 - mmengine - INFO - Epoch(train) [37][700/1879] lr: 2.0000e-03 eta: 4:34:24 time: 0.5822 data_time: 0.0189 memory: 13712 grad_norm: 4.1545 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.2916 loss: 1.2916 2022/08/11 08:48:27 - mmengine - INFO - Epoch(train) [37][720/1879] lr: 2.0000e-03 eta: 4:34:11 time: 0.5758 data_time: 0.0162 memory: 13712 grad_norm: 4.2832 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.4291 loss: 1.4291 2022/08/11 08:48:39 - mmengine - INFO - Epoch(train) [37][740/1879] lr: 2.0000e-03 eta: 4:33:58 time: 0.5766 data_time: 0.0197 memory: 13712 grad_norm: 4.1850 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.5049 loss: 1.5049 2022/08/11 08:48:50 - mmengine - INFO - Epoch(train) [37][760/1879] lr: 2.0000e-03 eta: 4:33:44 time: 0.5760 data_time: 0.0200 memory: 13712 grad_norm: 4.2769 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.6061 loss: 1.6061 2022/08/11 08:49:02 - mmengine - INFO - Epoch(train) [37][780/1879] lr: 2.0000e-03 eta: 4:33:31 time: 0.5774 data_time: 0.0188 memory: 13712 grad_norm: 4.1985 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3960 loss: 1.3960 2022/08/11 08:49:13 - mmengine - INFO - Epoch(train) [37][800/1879] lr: 2.0000e-03 eta: 4:33:18 time: 0.5756 data_time: 0.0185 memory: 13712 grad_norm: 4.1504 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2621 loss: 1.2621 2022/08/11 08:49:25 - mmengine - INFO - Epoch(train) [37][820/1879] lr: 2.0000e-03 eta: 4:33:04 time: 0.5732 data_time: 0.0178 memory: 13712 grad_norm: 4.0854 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.2748 loss: 1.2748 2022/08/11 08:49:36 - mmengine - INFO - Epoch(train) [37][840/1879] lr: 2.0000e-03 eta: 4:32:51 time: 0.5753 data_time: 0.0171 memory: 13712 grad_norm: 4.0511 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4539 loss: 1.4539 2022/08/11 08:49:48 - mmengine - INFO - Epoch(train) [37][860/1879] lr: 2.0000e-03 eta: 4:32:38 time: 0.5736 data_time: 0.0186 memory: 13712 grad_norm: 4.3059 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.3178 loss: 1.3178 2022/08/11 08:49:59 - mmengine - INFO - Epoch(train) [37][880/1879] lr: 2.0000e-03 eta: 4:32:24 time: 0.5736 data_time: 0.0182 memory: 13712 grad_norm: 4.1823 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.3559 loss: 1.3559 2022/08/11 08:50:11 - mmengine - INFO - Epoch(train) [37][900/1879] lr: 2.0000e-03 eta: 4:32:11 time: 0.5877 data_time: 0.0211 memory: 13712 grad_norm: 4.2442 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.5556 loss: 1.5556 2022/08/11 08:50:24 - mmengine - INFO - Epoch(train) [37][920/1879] lr: 2.0000e-03 eta: 4:31:58 time: 0.6418 data_time: 0.0626 memory: 13712 grad_norm: 4.1281 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.2956 loss: 1.2956 2022/08/11 08:50:35 - mmengine - INFO - Epoch(train) [37][940/1879] lr: 2.0000e-03 eta: 4:31:45 time: 0.5783 data_time: 0.0163 memory: 13712 grad_norm: 4.2609 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4270 loss: 1.4270 2022/08/11 08:50:47 - mmengine - INFO - Epoch(train) [37][960/1879] lr: 2.0000e-03 eta: 4:31:31 time: 0.5825 data_time: 0.0185 memory: 13712 grad_norm: 4.1842 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4385 loss: 1.4385 2022/08/11 08:50:59 - mmengine - INFO - Epoch(train) [37][980/1879] lr: 2.0000e-03 eta: 4:31:18 time: 0.5876 data_time: 0.0184 memory: 13712 grad_norm: 4.2413 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3992 loss: 1.3992 2022/08/11 08:51:10 - mmengine - INFO - Epoch(train) [37][1000/1879] lr: 2.0000e-03 eta: 4:31:05 time: 0.5923 data_time: 0.0207 memory: 13712 grad_norm: 4.0813 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.2730 loss: 1.2730 2022/08/11 08:51:22 - mmengine - INFO - Epoch(train) [37][1020/1879] lr: 2.0000e-03 eta: 4:30:52 time: 0.5794 data_time: 0.0153 memory: 13712 grad_norm: 4.2002 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.2539 loss: 1.2539 2022/08/11 08:51:34 - mmengine - INFO - Epoch(train) [37][1040/1879] lr: 2.0000e-03 eta: 4:30:38 time: 0.5836 data_time: 0.0262 memory: 13712 grad_norm: 4.1196 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.3863 loss: 1.3863 2022/08/11 08:51:45 - mmengine - INFO - Epoch(train) [37][1060/1879] lr: 2.0000e-03 eta: 4:30:25 time: 0.5754 data_time: 0.0157 memory: 13712 grad_norm: 4.2166 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3300 loss: 1.3300 2022/08/11 08:51:57 - mmengine - INFO - Epoch(train) [37][1080/1879] lr: 2.0000e-03 eta: 4:30:12 time: 0.5780 data_time: 0.0188 memory: 13712 grad_norm: 4.2181 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.4645 loss: 1.4645 2022/08/11 08:52:09 - mmengine - INFO - Epoch(train) [37][1100/1879] lr: 2.0000e-03 eta: 4:29:58 time: 0.5962 data_time: 0.0362 memory: 13712 grad_norm: 4.1722 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3675 loss: 1.3675 2022/08/11 08:52:20 - mmengine - INFO - Epoch(train) [37][1120/1879] lr: 2.0000e-03 eta: 4:29:45 time: 0.5821 data_time: 0.0172 memory: 13712 grad_norm: 4.2380 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.4822 loss: 1.4822 2022/08/11 08:52:32 - mmengine - INFO - Epoch(train) [37][1140/1879] lr: 2.0000e-03 eta: 4:29:32 time: 0.5777 data_time: 0.0192 memory: 13712 grad_norm: 4.1813 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4924 loss: 1.4924 2022/08/11 08:52:43 - mmengine - INFO - Epoch(train) [37][1160/1879] lr: 2.0000e-03 eta: 4:29:18 time: 0.5746 data_time: 0.0177 memory: 13712 grad_norm: 4.1210 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.5579 loss: 1.5579 2022/08/11 08:52:55 - mmengine - INFO - Epoch(train) [37][1180/1879] lr: 2.0000e-03 eta: 4:29:05 time: 0.5799 data_time: 0.0181 memory: 13712 grad_norm: 4.2301 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.3186 loss: 1.3186 2022/08/11 08:53:07 - mmengine - INFO - Epoch(train) [37][1200/1879] lr: 2.0000e-03 eta: 4:28:52 time: 0.5788 data_time: 0.0189 memory: 13712 grad_norm: 4.1956 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.4177 loss: 1.4177 2022/08/11 08:53:18 - mmengine - INFO - Epoch(train) [37][1220/1879] lr: 2.0000e-03 eta: 4:28:38 time: 0.5763 data_time: 0.0161 memory: 13712 grad_norm: 4.1258 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4339 loss: 1.4339 2022/08/11 08:53:30 - mmengine - INFO - Epoch(train) [37][1240/1879] lr: 2.0000e-03 eta: 4:28:25 time: 0.5753 data_time: 0.0183 memory: 13712 grad_norm: 4.1633 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4153 loss: 1.4153 2022/08/11 08:53:41 - mmengine - INFO - Epoch(train) [37][1260/1879] lr: 2.0000e-03 eta: 4:28:12 time: 0.5805 data_time: 0.0168 memory: 13712 grad_norm: 4.2590 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.4057 loss: 1.4057 2022/08/11 08:53:53 - mmengine - INFO - Epoch(train) [37][1280/1879] lr: 2.0000e-03 eta: 4:27:59 time: 0.5835 data_time: 0.0199 memory: 13712 grad_norm: 4.2792 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.4301 loss: 1.4301 2022/08/11 08:54:05 - mmengine - INFO - Epoch(train) [37][1300/1879] lr: 2.0000e-03 eta: 4:27:45 time: 0.5820 data_time: 0.0166 memory: 13712 grad_norm: 4.2571 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.2655 loss: 1.2655 2022/08/11 08:54:16 - mmengine - INFO - Epoch(train) [37][1320/1879] lr: 2.0000e-03 eta: 4:27:32 time: 0.5841 data_time: 0.0184 memory: 13712 grad_norm: 4.2152 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.4324 loss: 1.4324 2022/08/11 08:54:28 - mmengine - INFO - Epoch(train) [37][1340/1879] lr: 2.0000e-03 eta: 4:27:19 time: 0.5823 data_time: 0.0173 memory: 13712 grad_norm: 4.2490 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.4484 loss: 1.4484 2022/08/11 08:54:38 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 08:54:40 - mmengine - INFO - Epoch(train) [37][1360/1879] lr: 2.0000e-03 eta: 4:27:05 time: 0.5920 data_time: 0.0244 memory: 13712 grad_norm: 4.1432 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.3978 loss: 1.3978 2022/08/11 08:54:52 - mmengine - INFO - Epoch(train) [37][1380/1879] lr: 2.0000e-03 eta: 4:26:52 time: 0.5875 data_time: 0.0185 memory: 13712 grad_norm: 4.2445 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.3948 loss: 1.3948 2022/08/11 08:55:08 - mmengine - INFO - Epoch(train) [37][1400/1879] lr: 2.0000e-03 eta: 4:26:41 time: 0.8004 data_time: 0.0179 memory: 13712 grad_norm: 4.2084 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.2944 loss: 1.2944 2022/08/11 08:55:19 - mmengine - INFO - Epoch(train) [37][1420/1879] lr: 2.0000e-03 eta: 4:26:27 time: 0.5831 data_time: 0.0203 memory: 13712 grad_norm: 4.1509 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.2759 loss: 1.2759 2022/08/11 08:55:33 - mmengine - INFO - Epoch(train) [37][1440/1879] lr: 2.0000e-03 eta: 4:26:15 time: 0.6915 data_time: 0.0192 memory: 13712 grad_norm: 4.2988 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.4682 loss: 1.4682 2022/08/11 08:55:45 - mmengine - INFO - Epoch(train) [37][1460/1879] lr: 2.0000e-03 eta: 4:26:02 time: 0.5873 data_time: 0.0190 memory: 13712 grad_norm: 4.1921 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.1913 loss: 1.1913 2022/08/11 08:55:58 - mmengine - INFO - Epoch(train) [37][1480/1879] lr: 2.0000e-03 eta: 4:25:49 time: 0.6404 data_time: 0.0189 memory: 13712 grad_norm: 4.1275 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3461 loss: 1.3461 2022/08/11 08:56:10 - mmengine - INFO - Epoch(train) [37][1500/1879] lr: 2.0000e-03 eta: 4:25:36 time: 0.6180 data_time: 0.0182 memory: 13712 grad_norm: 4.1463 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.3119 loss: 1.3119 2022/08/11 08:56:22 - mmengine - INFO - Epoch(train) [37][1520/1879] lr: 2.0000e-03 eta: 4:25:22 time: 0.5787 data_time: 0.0176 memory: 13712 grad_norm: 4.2101 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5677 loss: 1.5677 2022/08/11 08:56:35 - mmengine - INFO - Epoch(train) [37][1540/1879] lr: 2.0000e-03 eta: 4:25:10 time: 0.6854 data_time: 0.0183 memory: 13712 grad_norm: 4.3546 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.3366 loss: 1.3366 2022/08/11 08:56:47 - mmengine - INFO - Epoch(train) [37][1560/1879] lr: 2.0000e-03 eta: 4:24:57 time: 0.5826 data_time: 0.0198 memory: 13712 grad_norm: 4.1950 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3401 loss: 1.3401 2022/08/11 08:56:59 - mmengine - INFO - Epoch(train) [37][1580/1879] lr: 2.0000e-03 eta: 4:24:43 time: 0.5982 data_time: 0.0188 memory: 13712 grad_norm: 4.2202 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.4861 loss: 1.4861 2022/08/11 08:57:11 - mmengine - INFO - Epoch(train) [37][1600/1879] lr: 2.0000e-03 eta: 4:24:30 time: 0.5856 data_time: 0.0170 memory: 13712 grad_norm: 4.1869 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5152 loss: 1.5152 2022/08/11 08:57:24 - mmengine - INFO - Epoch(train) [37][1620/1879] lr: 2.0000e-03 eta: 4:24:17 time: 0.6644 data_time: 0.0934 memory: 13712 grad_norm: 4.1728 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.3277 loss: 1.3277 2022/08/11 08:57:38 - mmengine - INFO - Epoch(train) [37][1640/1879] lr: 2.0000e-03 eta: 4:24:05 time: 0.7001 data_time: 0.1123 memory: 13712 grad_norm: 4.2319 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3736 loss: 1.3736 2022/08/11 08:57:51 - mmengine - INFO - Epoch(train) [37][1660/1879] lr: 2.0000e-03 eta: 4:23:52 time: 0.6568 data_time: 0.0165 memory: 13712 grad_norm: 4.2070 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.4214 loss: 1.4214 2022/08/11 08:58:05 - mmengine - INFO - Epoch(train) [37][1680/1879] lr: 2.0000e-03 eta: 4:23:40 time: 0.6822 data_time: 0.1172 memory: 13712 grad_norm: 4.3128 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.6353 loss: 1.6353 2022/08/11 08:58:17 - mmengine - INFO - Epoch(train) [37][1700/1879] lr: 2.0000e-03 eta: 4:23:27 time: 0.6041 data_time: 0.0382 memory: 13712 grad_norm: 4.2279 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3415 loss: 1.3415 2022/08/11 08:58:29 - mmengine - INFO - Epoch(train) [37][1720/1879] lr: 2.0000e-03 eta: 4:23:13 time: 0.6025 data_time: 0.0166 memory: 13712 grad_norm: 4.2629 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.4502 loss: 1.4502 2022/08/11 08:58:42 - mmengine - INFO - Epoch(train) [37][1740/1879] lr: 2.0000e-03 eta: 4:23:01 time: 0.6454 data_time: 0.0176 memory: 13712 grad_norm: 4.1879 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.4757 loss: 1.4757 2022/08/11 08:58:57 - mmengine - INFO - Epoch(train) [37][1760/1879] lr: 2.0000e-03 eta: 4:22:49 time: 0.7797 data_time: 0.1720 memory: 13712 grad_norm: 4.1734 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.3415 loss: 1.3415 2022/08/11 08:59:12 - mmengine - INFO - Epoch(train) [37][1780/1879] lr: 2.0000e-03 eta: 4:22:36 time: 0.7280 data_time: 0.0555 memory: 13712 grad_norm: 4.2296 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.4683 loss: 1.4683 2022/08/11 08:59:28 - mmengine - INFO - Epoch(train) [37][1800/1879] lr: 2.0000e-03 eta: 4:22:25 time: 0.7938 data_time: 0.0190 memory: 13712 grad_norm: 4.1897 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.2882 loss: 1.2882 2022/08/11 08:59:40 - mmengine - INFO - Epoch(train) [37][1820/1879] lr: 2.0000e-03 eta: 4:22:11 time: 0.5846 data_time: 0.0200 memory: 13712 grad_norm: 4.1577 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.2172 loss: 1.2172 2022/08/11 08:59:52 - mmengine - INFO - Epoch(train) [37][1840/1879] lr: 2.0000e-03 eta: 4:21:58 time: 0.6070 data_time: 0.0197 memory: 13712 grad_norm: 4.2949 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3157 loss: 1.3157 2022/08/11 09:00:04 - mmengine - INFO - Epoch(train) [37][1860/1879] lr: 2.0000e-03 eta: 4:21:45 time: 0.5898 data_time: 0.0268 memory: 13712 grad_norm: 4.2613 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.3312 loss: 1.3312 2022/08/11 09:00:14 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 09:00:14 - mmengine - INFO - Epoch(train) [37][1879/1879] lr: 2.0000e-03 eta: 4:21:45 time: 0.5581 data_time: 0.0145 memory: 13712 grad_norm: 4.2163 top1_acc: 0.5714 top5_acc: 1.0000 loss_cls: 1.5817 loss: 1.5817 2022/08/11 09:01:38 - mmengine - INFO - Epoch(val) [37][20/155] eta: 0:09:25 time: 4.1892 data_time: 2.8098 memory: 14838 2022/08/11 09:02:40 - mmengine - INFO - Epoch(val) [37][40/155] eta: 0:05:58 time: 3.1167 data_time: 1.7389 memory: 14838 2022/08/11 09:03:43 - mmengine - INFO - Epoch(val) [37][60/155] eta: 0:04:58 time: 3.1423 data_time: 1.7685 memory: 14838 2022/08/11 09:04:59 - mmengine - INFO - Epoch(val) [37][80/155] eta: 0:04:44 time: 3.7963 data_time: 2.4183 memory: 14838 2022/08/11 09:05:57 - mmengine - INFO - Epoch(val) [37][100/155] eta: 0:02:38 time: 2.8904 data_time: 1.5182 memory: 14838 2022/08/11 09:07:09 - mmengine - INFO - Epoch(val) [37][120/155] eta: 0:02:06 time: 3.6059 data_time: 2.2336 memory: 14838 2022/08/11 09:08:12 - mmengine - INFO - Epoch(val) [37][140/155] eta: 0:00:47 time: 3.1621 data_time: 1.7902 memory: 14838 2022/08/11 09:08:47 - mmengine - INFO - Epoch(val) [37][155/155] acc/top1: 0.7146 acc/top5: 0.9003 acc/mean1: 0.7145 2022/08/11 09:09:03 - mmengine - INFO - Epoch(train) [38][20/1879] lr: 2.0000e-03 eta: 4:21:17 time: 0.8098 data_time: 0.1788 memory: 14838 grad_norm: 4.0677 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.2362 loss: 1.2362 2022/08/11 09:09:16 - mmengine - INFO - Epoch(train) [38][40/1879] lr: 2.0000e-03 eta: 4:21:04 time: 0.6151 data_time: 0.0171 memory: 13712 grad_norm: 4.1952 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.4843 loss: 1.4843 2022/08/11 09:09:30 - mmengine - INFO - Epoch(train) [38][60/1879] lr: 2.0000e-03 eta: 4:20:52 time: 0.7204 data_time: 0.0195 memory: 13712 grad_norm: 4.1636 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4533 loss: 1.4533 2022/08/11 09:09:42 - mmengine - INFO - Epoch(train) [38][80/1879] lr: 2.0000e-03 eta: 4:20:38 time: 0.5921 data_time: 0.0353 memory: 13712 grad_norm: 4.2007 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3314 loss: 1.3314 2022/08/11 09:09:54 - mmengine - INFO - Epoch(train) [38][100/1879] lr: 2.0000e-03 eta: 4:20:25 time: 0.5821 data_time: 0.0157 memory: 13712 grad_norm: 4.2317 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3327 loss: 1.3327 2022/08/11 09:10:05 - mmengine - INFO - Epoch(train) [38][120/1879] lr: 2.0000e-03 eta: 4:20:12 time: 0.5902 data_time: 0.0262 memory: 13712 grad_norm: 4.2221 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.3758 loss: 1.3758 2022/08/11 09:10:17 - mmengine - INFO - Epoch(train) [38][140/1879] lr: 2.0000e-03 eta: 4:19:59 time: 0.5851 data_time: 0.0154 memory: 13712 grad_norm: 4.1469 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.4430 loss: 1.4430 2022/08/11 09:10:29 - mmengine - INFO - Epoch(train) [38][160/1879] lr: 2.0000e-03 eta: 4:19:46 time: 0.5992 data_time: 0.0398 memory: 13712 grad_norm: 4.1648 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.4046 loss: 1.4046 2022/08/11 09:10:41 - mmengine - INFO - Epoch(train) [38][180/1879] lr: 2.0000e-03 eta: 4:19:32 time: 0.5760 data_time: 0.0205 memory: 13712 grad_norm: 4.2016 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1960 loss: 1.1960 2022/08/11 09:10:52 - mmengine - INFO - Epoch(train) [38][200/1879] lr: 2.0000e-03 eta: 4:19:19 time: 0.5886 data_time: 0.0184 memory: 13712 grad_norm: 4.2953 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 1.4284 loss: 1.4284 2022/08/11 09:11:08 - mmengine - INFO - Epoch(train) [38][220/1879] lr: 2.0000e-03 eta: 4:19:07 time: 0.7856 data_time: 0.0176 memory: 13712 grad_norm: 4.1850 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.2674 loss: 1.2674 2022/08/11 09:11:20 - mmengine - INFO - Epoch(train) [38][240/1879] lr: 2.0000e-03 eta: 4:18:54 time: 0.5760 data_time: 0.0191 memory: 13712 grad_norm: 4.2409 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4064 loss: 1.4064 2022/08/11 09:11:31 - mmengine - INFO - Epoch(train) [38][260/1879] lr: 2.0000e-03 eta: 4:18:41 time: 0.5712 data_time: 0.0179 memory: 13712 grad_norm: 4.1773 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2785 loss: 1.2785 2022/08/11 09:11:43 - mmengine - INFO - Epoch(train) [38][280/1879] lr: 2.0000e-03 eta: 4:18:27 time: 0.5728 data_time: 0.0184 memory: 13712 grad_norm: 4.3099 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.3876 loss: 1.3876 2022/08/11 09:11:54 - mmengine - INFO - Epoch(train) [38][300/1879] lr: 2.0000e-03 eta: 4:18:14 time: 0.5722 data_time: 0.0205 memory: 13712 grad_norm: 4.2541 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.4218 loss: 1.4218 2022/08/11 09:12:06 - mmengine - INFO - Epoch(train) [38][320/1879] lr: 2.0000e-03 eta: 4:18:01 time: 0.5877 data_time: 0.0343 memory: 13712 grad_norm: 4.1571 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.2313 loss: 1.2313 2022/08/11 09:12:17 - mmengine - INFO - Epoch(train) [38][340/1879] lr: 2.0000e-03 eta: 4:17:47 time: 0.5734 data_time: 0.0196 memory: 13712 grad_norm: 4.2741 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.5923 loss: 1.5923 2022/08/11 09:12:29 - mmengine - INFO - Epoch(train) [38][360/1879] lr: 2.0000e-03 eta: 4:17:34 time: 0.5845 data_time: 0.0215 memory: 13712 grad_norm: 4.2074 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4143 loss: 1.4143 2022/08/11 09:12:40 - mmengine - INFO - Epoch(train) [38][380/1879] lr: 2.0000e-03 eta: 4:17:21 time: 0.5722 data_time: 0.0175 memory: 13712 grad_norm: 4.2878 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2875 loss: 1.2875 2022/08/11 09:12:52 - mmengine - INFO - Epoch(train) [38][400/1879] lr: 2.0000e-03 eta: 4:17:07 time: 0.5762 data_time: 0.0174 memory: 13712 grad_norm: 4.1773 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.2275 loss: 1.2275 2022/08/11 09:13:03 - mmengine - INFO - Epoch(train) [38][420/1879] lr: 2.0000e-03 eta: 4:16:54 time: 0.5733 data_time: 0.0183 memory: 13712 grad_norm: 4.1727 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.4301 loss: 1.4301 2022/08/11 09:13:15 - mmengine - INFO - Epoch(train) [38][440/1879] lr: 2.0000e-03 eta: 4:16:41 time: 0.5782 data_time: 0.0181 memory: 13712 grad_norm: 4.2766 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.5730 loss: 1.5730 2022/08/11 09:13:27 - mmengine - INFO - Epoch(train) [38][460/1879] lr: 2.0000e-03 eta: 4:16:28 time: 0.5774 data_time: 0.0174 memory: 13712 grad_norm: 4.2810 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.4811 loss: 1.4811 2022/08/11 09:13:36 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 09:13:38 - mmengine - INFO - Epoch(train) [38][480/1879] lr: 2.0000e-03 eta: 4:16:14 time: 0.5703 data_time: 0.0188 memory: 13712 grad_norm: 4.2006 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4262 loss: 1.4262 2022/08/11 09:13:50 - mmengine - INFO - Epoch(train) [38][500/1879] lr: 2.0000e-03 eta: 4:16:01 time: 0.5747 data_time: 0.0167 memory: 13712 grad_norm: 4.1904 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3805 loss: 1.3805 2022/08/11 09:14:01 - mmengine - INFO - Epoch(train) [38][520/1879] lr: 2.0000e-03 eta: 4:15:48 time: 0.5750 data_time: 0.0183 memory: 13712 grad_norm: 4.3281 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4073 loss: 1.4073 2022/08/11 09:14:12 - mmengine - INFO - Epoch(train) [38][540/1879] lr: 2.0000e-03 eta: 4:15:34 time: 0.5711 data_time: 0.0189 memory: 13712 grad_norm: 4.2641 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 1.4182 loss: 1.4182 2022/08/11 09:14:24 - mmengine - INFO - Epoch(train) [38][560/1879] lr: 2.0000e-03 eta: 4:15:21 time: 0.5759 data_time: 0.0203 memory: 13712 grad_norm: 4.2018 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.2673 loss: 1.2673 2022/08/11 09:14:35 - mmengine - INFO - Epoch(train) [38][580/1879] lr: 2.0000e-03 eta: 4:15:08 time: 0.5737 data_time: 0.0178 memory: 13712 grad_norm: 4.2265 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.4095 loss: 1.4095 2022/08/11 09:14:47 - mmengine - INFO - Epoch(train) [38][600/1879] lr: 2.0000e-03 eta: 4:14:54 time: 0.5783 data_time: 0.0200 memory: 13712 grad_norm: 4.3270 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.4288 loss: 1.4288 2022/08/11 09:14:59 - mmengine - INFO - Epoch(train) [38][620/1879] lr: 2.0000e-03 eta: 4:14:41 time: 0.5780 data_time: 0.0143 memory: 13712 grad_norm: 4.1491 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4184 loss: 1.4184 2022/08/11 09:15:10 - mmengine - INFO - Epoch(train) [38][640/1879] lr: 2.0000e-03 eta: 4:14:28 time: 0.5823 data_time: 0.0197 memory: 13712 grad_norm: 4.1562 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.2209 loss: 1.2209 2022/08/11 09:15:22 - mmengine - INFO - Epoch(train) [38][660/1879] lr: 2.0000e-03 eta: 4:14:15 time: 0.5797 data_time: 0.0203 memory: 13712 grad_norm: 4.1632 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4147 loss: 1.4147 2022/08/11 09:15:33 - mmengine - INFO - Epoch(train) [38][680/1879] lr: 2.0000e-03 eta: 4:14:01 time: 0.5725 data_time: 0.0188 memory: 13712 grad_norm: 4.1263 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4050 loss: 1.4050 2022/08/11 09:15:45 - mmengine - INFO - Epoch(train) [38][700/1879] lr: 2.0000e-03 eta: 4:13:48 time: 0.5742 data_time: 0.0182 memory: 13712 grad_norm: 4.2773 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4891 loss: 1.4891 2022/08/11 09:15:56 - mmengine - INFO - Epoch(train) [38][720/1879] lr: 2.0000e-03 eta: 4:13:35 time: 0.5710 data_time: 0.0185 memory: 13712 grad_norm: 4.3190 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.4447 loss: 1.4447 2022/08/11 09:16:08 - mmengine - INFO - Epoch(train) [38][740/1879] lr: 2.0000e-03 eta: 4:13:21 time: 0.5704 data_time: 0.0187 memory: 13712 grad_norm: 4.2198 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.2345 loss: 1.2345 2022/08/11 09:16:19 - mmengine - INFO - Epoch(train) [38][760/1879] lr: 2.0000e-03 eta: 4:13:08 time: 0.5719 data_time: 0.0187 memory: 13712 grad_norm: 4.1769 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3798 loss: 1.3798 2022/08/11 09:16:31 - mmengine - INFO - Epoch(train) [38][780/1879] lr: 2.0000e-03 eta: 4:12:55 time: 0.5712 data_time: 0.0185 memory: 13712 grad_norm: 4.2069 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3683 loss: 1.3683 2022/08/11 09:16:42 - mmengine - INFO - Epoch(train) [38][800/1879] lr: 2.0000e-03 eta: 4:12:42 time: 0.5698 data_time: 0.0196 memory: 13712 grad_norm: 4.1991 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3834 loss: 1.3834 2022/08/11 09:16:53 - mmengine - INFO - Epoch(train) [38][820/1879] lr: 2.0000e-03 eta: 4:12:28 time: 0.5729 data_time: 0.0178 memory: 13712 grad_norm: 4.2775 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 1.3789 loss: 1.3789 2022/08/11 09:17:05 - mmengine - INFO - Epoch(train) [38][840/1879] lr: 2.0000e-03 eta: 4:12:15 time: 0.5738 data_time: 0.0189 memory: 13712 grad_norm: 4.3140 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4945 loss: 1.4945 2022/08/11 09:17:16 - mmengine - INFO - Epoch(train) [38][860/1879] lr: 2.0000e-03 eta: 4:12:02 time: 0.5752 data_time: 0.0166 memory: 13712 grad_norm: 4.1606 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2983 loss: 1.2983 2022/08/11 09:17:28 - mmengine - INFO - Epoch(train) [38][880/1879] lr: 2.0000e-03 eta: 4:11:48 time: 0.5715 data_time: 0.0187 memory: 13712 grad_norm: 4.2335 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.2639 loss: 1.2639 2022/08/11 09:17:39 - mmengine - INFO - Epoch(train) [38][900/1879] lr: 2.0000e-03 eta: 4:11:35 time: 0.5731 data_time: 0.0187 memory: 13712 grad_norm: 4.1594 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3679 loss: 1.3679 2022/08/11 09:17:51 - mmengine - INFO - Epoch(train) [38][920/1879] lr: 2.0000e-03 eta: 4:11:22 time: 0.5724 data_time: 0.0202 memory: 13712 grad_norm: 4.1555 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.2485 loss: 1.2485 2022/08/11 09:18:02 - mmengine - INFO - Epoch(train) [38][940/1879] lr: 2.0000e-03 eta: 4:11:09 time: 0.5761 data_time: 0.0151 memory: 13712 grad_norm: 4.2045 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4028 loss: 1.4028 2022/08/11 09:18:14 - mmengine - INFO - Epoch(train) [38][960/1879] lr: 2.0000e-03 eta: 4:10:55 time: 0.5770 data_time: 0.0187 memory: 13712 grad_norm: 4.3457 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3969 loss: 1.3969 2022/08/11 09:18:25 - mmengine - INFO - Epoch(train) [38][980/1879] lr: 2.0000e-03 eta: 4:10:42 time: 0.5673 data_time: 0.0197 memory: 13712 grad_norm: 4.2097 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5473 loss: 1.5473 2022/08/11 09:18:37 - mmengine - INFO - Epoch(train) [38][1000/1879] lr: 2.0000e-03 eta: 4:10:29 time: 0.5723 data_time: 0.0185 memory: 13712 grad_norm: 4.0965 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.2808 loss: 1.2808 2022/08/11 09:18:48 - mmengine - INFO - Epoch(train) [38][1020/1879] lr: 2.0000e-03 eta: 4:10:15 time: 0.5702 data_time: 0.0191 memory: 13712 grad_norm: 4.1992 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.4173 loss: 1.4173 2022/08/11 09:19:00 - mmengine - INFO - Epoch(train) [38][1040/1879] lr: 2.0000e-03 eta: 4:10:02 time: 0.5753 data_time: 0.0184 memory: 13712 grad_norm: 4.2433 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4940 loss: 1.4940 2022/08/11 09:19:11 - mmengine - INFO - Epoch(train) [38][1060/1879] lr: 2.0000e-03 eta: 4:09:49 time: 0.5698 data_time: 0.0192 memory: 13712 grad_norm: 4.2764 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4319 loss: 1.4319 2022/08/11 09:19:22 - mmengine - INFO - Epoch(train) [38][1080/1879] lr: 2.0000e-03 eta: 4:09:35 time: 0.5745 data_time: 0.0182 memory: 13712 grad_norm: 4.2264 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.3891 loss: 1.3891 2022/08/11 09:19:34 - mmengine - INFO - Epoch(train) [38][1100/1879] lr: 2.0000e-03 eta: 4:09:22 time: 0.5885 data_time: 0.0172 memory: 13712 grad_norm: 4.2912 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.2380 loss: 1.2380 2022/08/11 09:19:46 - mmengine - INFO - Epoch(train) [38][1120/1879] lr: 2.0000e-03 eta: 4:09:09 time: 0.5771 data_time: 0.0191 memory: 13712 grad_norm: 4.1881 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3069 loss: 1.3069 2022/08/11 09:19:57 - mmengine - INFO - Epoch(train) [38][1140/1879] lr: 2.0000e-03 eta: 4:08:56 time: 0.5715 data_time: 0.0170 memory: 13712 grad_norm: 4.2632 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3120 loss: 1.3120 2022/08/11 09:20:09 - mmengine - INFO - Epoch(train) [38][1160/1879] lr: 2.0000e-03 eta: 4:08:42 time: 0.5752 data_time: 0.0204 memory: 13712 grad_norm: 4.2915 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.2908 loss: 1.2908 2022/08/11 09:20:21 - mmengine - INFO - Epoch(train) [38][1180/1879] lr: 2.0000e-03 eta: 4:08:29 time: 0.5948 data_time: 0.0185 memory: 13712 grad_norm: 4.3117 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.3249 loss: 1.3249 2022/08/11 09:20:32 - mmengine - INFO - Epoch(train) [38][1200/1879] lr: 2.0000e-03 eta: 4:08:16 time: 0.5719 data_time: 0.0186 memory: 13712 grad_norm: 4.3382 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5000 loss: 1.5000 2022/08/11 09:20:44 - mmengine - INFO - Epoch(train) [38][1220/1879] lr: 2.0000e-03 eta: 4:08:03 time: 0.5722 data_time: 0.0186 memory: 13712 grad_norm: 4.3666 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5329 loss: 1.5329 2022/08/11 09:20:55 - mmengine - INFO - Epoch(train) [38][1240/1879] lr: 2.0000e-03 eta: 4:07:49 time: 0.5680 data_time: 0.0197 memory: 13712 grad_norm: 4.2407 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4382 loss: 1.4382 2022/08/11 09:21:06 - mmengine - INFO - Epoch(train) [38][1260/1879] lr: 2.0000e-03 eta: 4:07:36 time: 0.5736 data_time: 0.0202 memory: 13712 grad_norm: 4.2430 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.3998 loss: 1.3998 2022/08/11 09:21:18 - mmengine - INFO - Epoch(train) [38][1280/1879] lr: 2.0000e-03 eta: 4:07:23 time: 0.5768 data_time: 0.0195 memory: 13712 grad_norm: 4.3155 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4738 loss: 1.4738 2022/08/11 09:21:30 - mmengine - INFO - Epoch(train) [38][1300/1879] lr: 2.0000e-03 eta: 4:07:10 time: 0.5891 data_time: 0.0179 memory: 13712 grad_norm: 4.3618 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.3273 loss: 1.3273 2022/08/11 09:21:41 - mmengine - INFO - Epoch(train) [38][1320/1879] lr: 2.0000e-03 eta: 4:06:57 time: 0.5849 data_time: 0.0164 memory: 13712 grad_norm: 4.2029 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4652 loss: 1.4652 2022/08/11 09:21:53 - mmengine - INFO - Epoch(train) [38][1340/1879] lr: 2.0000e-03 eta: 4:06:43 time: 0.5888 data_time: 0.0179 memory: 13712 grad_norm: 4.1398 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.3759 loss: 1.3759 2022/08/11 09:22:05 - mmengine - INFO - Epoch(train) [38][1360/1879] lr: 2.0000e-03 eta: 4:06:30 time: 0.6077 data_time: 0.0448 memory: 13712 grad_norm: 4.1669 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.2743 loss: 1.2743 2022/08/11 09:22:17 - mmengine - INFO - Epoch(train) [38][1380/1879] lr: 2.0000e-03 eta: 4:06:17 time: 0.5849 data_time: 0.0205 memory: 13712 grad_norm: 4.2618 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.4697 loss: 1.4697 2022/08/11 09:22:29 - mmengine - INFO - Epoch(train) [38][1400/1879] lr: 2.0000e-03 eta: 4:06:04 time: 0.5877 data_time: 0.0177 memory: 13712 grad_norm: 4.2056 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.4415 loss: 1.4415 2022/08/11 09:22:40 - mmengine - INFO - Epoch(train) [38][1420/1879] lr: 2.0000e-03 eta: 4:05:51 time: 0.5810 data_time: 0.0188 memory: 13712 grad_norm: 4.4513 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.2578 loss: 1.2578 2022/08/11 09:22:52 - mmengine - INFO - Epoch(train) [38][1440/1879] lr: 2.0000e-03 eta: 4:05:38 time: 0.5828 data_time: 0.0194 memory: 13712 grad_norm: 4.2458 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4439 loss: 1.4439 2022/08/11 09:23:06 - mmengine - INFO - Epoch(train) [38][1460/1879] lr: 2.0000e-03 eta: 4:05:25 time: 0.6907 data_time: 0.0163 memory: 13712 grad_norm: 4.3054 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4714 loss: 1.4714 2022/08/11 09:23:17 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 09:23:18 - mmengine - INFO - Epoch(train) [38][1480/1879] lr: 2.0000e-03 eta: 4:05:12 time: 0.6190 data_time: 0.0189 memory: 13712 grad_norm: 4.2302 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5197 loss: 1.5197 2022/08/11 09:23:30 - mmengine - INFO - Epoch(train) [38][1500/1879] lr: 2.0000e-03 eta: 4:04:59 time: 0.5869 data_time: 0.0172 memory: 13712 grad_norm: 4.3789 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.4899 loss: 1.4899 2022/08/11 09:23:42 - mmengine - INFO - Epoch(train) [38][1520/1879] lr: 2.0000e-03 eta: 4:04:46 time: 0.5869 data_time: 0.0199 memory: 13712 grad_norm: 4.2468 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.4250 loss: 1.4250 2022/08/11 09:23:55 - mmengine - INFO - Epoch(train) [38][1540/1879] lr: 2.0000e-03 eta: 4:04:33 time: 0.6767 data_time: 0.0164 memory: 13712 grad_norm: 4.2675 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3115 loss: 1.3115 2022/08/11 09:24:10 - mmengine - INFO - Epoch(train) [38][1560/1879] lr: 2.0000e-03 eta: 4:04:21 time: 0.7180 data_time: 0.0186 memory: 13712 grad_norm: 4.2030 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2490 loss: 1.2490 2022/08/11 09:24:21 - mmengine - INFO - Epoch(train) [38][1580/1879] lr: 2.0000e-03 eta: 4:04:08 time: 0.5817 data_time: 0.0192 memory: 13712 grad_norm: 4.2921 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.4524 loss: 1.4524 2022/08/11 09:24:33 - mmengine - INFO - Epoch(train) [38][1600/1879] lr: 2.0000e-03 eta: 4:03:54 time: 0.5826 data_time: 0.0166 memory: 13712 grad_norm: 4.2248 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3165 loss: 1.3165 2022/08/11 09:24:45 - mmengine - INFO - Epoch(train) [38][1620/1879] lr: 2.0000e-03 eta: 4:03:41 time: 0.5835 data_time: 0.0187 memory: 13712 grad_norm: 4.2899 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3841 loss: 1.3841 2022/08/11 09:24:57 - mmengine - INFO - Epoch(train) [38][1640/1879] lr: 2.0000e-03 eta: 4:03:28 time: 0.6034 data_time: 0.0181 memory: 13712 grad_norm: 4.2369 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.5074 loss: 1.5074 2022/08/11 09:25:13 - mmengine - INFO - Epoch(train) [38][1660/1879] lr: 2.0000e-03 eta: 4:03:17 time: 0.8251 data_time: 0.0186 memory: 13712 grad_norm: 4.1945 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5302 loss: 1.5302 2022/08/11 09:25:25 - mmengine - INFO - Epoch(train) [38][1680/1879] lr: 2.0000e-03 eta: 4:03:03 time: 0.5881 data_time: 0.0274 memory: 13712 grad_norm: 4.2575 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.3465 loss: 1.3465 2022/08/11 09:25:37 - mmengine - INFO - Epoch(train) [38][1700/1879] lr: 2.0000e-03 eta: 4:02:50 time: 0.5827 data_time: 0.0179 memory: 13712 grad_norm: 4.2813 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.3114 loss: 1.3114 2022/08/11 09:25:50 - mmengine - INFO - Epoch(train) [38][1720/1879] lr: 2.0000e-03 eta: 4:02:38 time: 0.6661 data_time: 0.0998 memory: 13712 grad_norm: 4.3070 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3401 loss: 1.3401 2022/08/11 09:26:02 - mmengine - INFO - Epoch(train) [38][1740/1879] lr: 2.0000e-03 eta: 4:02:24 time: 0.5801 data_time: 0.0238 memory: 13712 grad_norm: 4.2159 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.3445 loss: 1.3445 2022/08/11 09:26:13 - mmengine - INFO - Epoch(train) [38][1760/1879] lr: 2.0000e-03 eta: 4:02:11 time: 0.5845 data_time: 0.0221 memory: 13712 grad_norm: 4.3092 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3225 loss: 1.3225 2022/08/11 09:26:26 - mmengine - INFO - Epoch(train) [38][1780/1879] lr: 2.0000e-03 eta: 4:01:58 time: 0.6363 data_time: 0.0197 memory: 13712 grad_norm: 4.2205 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.2875 loss: 1.2875 2022/08/11 09:26:39 - mmengine - INFO - Epoch(train) [38][1800/1879] lr: 2.0000e-03 eta: 4:01:45 time: 0.6295 data_time: 0.0389 memory: 13712 grad_norm: 4.2182 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 1.1684 loss: 1.1684 2022/08/11 09:26:51 - mmengine - INFO - Epoch(train) [38][1820/1879] lr: 2.0000e-03 eta: 4:01:32 time: 0.6073 data_time: 0.0361 memory: 13712 grad_norm: 4.3440 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.4311 loss: 1.4311 2022/08/11 09:27:03 - mmengine - INFO - Epoch(train) [38][1840/1879] lr: 2.0000e-03 eta: 4:01:19 time: 0.5841 data_time: 0.0189 memory: 13712 grad_norm: 4.3422 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.3416 loss: 1.3416 2022/08/11 09:27:16 - mmengine - INFO - Epoch(train) [38][1860/1879] lr: 2.0000e-03 eta: 4:01:07 time: 0.6684 data_time: 0.0166 memory: 13712 grad_norm: 4.2610 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3485 loss: 1.3485 2022/08/11 09:27:27 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 09:27:27 - mmengine - INFO - Epoch(train) [38][1879/1879] lr: 2.0000e-03 eta: 4:01:07 time: 0.5779 data_time: 0.0185 memory: 13712 grad_norm: 4.3379 top1_acc: 0.8571 top5_acc: 0.8571 loss_cls: 1.5061 loss: 1.5061 2022/08/11 09:28:45 - mmengine - INFO - Epoch(val) [38][20/155] eta: 0:08:46 time: 3.9033 data_time: 2.5290 memory: 14838 2022/08/11 09:29:49 - mmengine - INFO - Epoch(val) [38][40/155] eta: 0:06:09 time: 3.2120 data_time: 1.8365 memory: 14838 2022/08/11 09:31:09 - mmengine - INFO - Epoch(val) [38][60/155] eta: 0:06:19 time: 3.9939 data_time: 2.6252 memory: 14838 2022/08/11 09:32:07 - mmengine - INFO - Epoch(val) [38][80/155] eta: 0:03:38 time: 2.9112 data_time: 1.5304 memory: 14838 2022/08/11 09:33:23 - mmengine - INFO - Epoch(val) [38][100/155] eta: 0:03:28 time: 3.7832 data_time: 2.4060 memory: 14838 2022/08/11 09:34:19 - mmengine - INFO - Epoch(val) [38][120/155] eta: 0:01:38 time: 2.8108 data_time: 1.4407 memory: 14838 2022/08/11 09:35:30 - mmengine - INFO - Epoch(val) [38][140/155] eta: 0:00:52 time: 3.5147 data_time: 2.1496 memory: 14838 2022/08/11 09:36:10 - mmengine - INFO - Epoch(val) [38][155/155] acc/top1: 0.7173 acc/top5: 0.9001 acc/mean1: 0.7172 2022/08/11 09:36:10 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_r50_dense_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_37.pth is removed 2022/08/11 09:36:12 - mmengine - INFO - The best checkpoint with 0.7173 acc/top1 at 39 epoch is saved to best_acc/top1_epoch_39.pth. 2022/08/11 09:36:26 - mmengine - INFO - Epoch(train) [39][20/1879] lr: 2.0000e-03 eta: 4:00:38 time: 0.7118 data_time: 0.1505 memory: 14838 grad_norm: 4.2710 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3056 loss: 1.3056 2022/08/11 09:36:37 - mmengine - INFO - Epoch(train) [39][40/1879] lr: 2.0000e-03 eta: 4:00:25 time: 0.5700 data_time: 0.0188 memory: 13712 grad_norm: 4.2345 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3493 loss: 1.3493 2022/08/11 09:36:49 - mmengine - INFO - Epoch(train) [39][60/1879] lr: 2.0000e-03 eta: 4:00:12 time: 0.5694 data_time: 0.0167 memory: 13712 grad_norm: 4.3172 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.2762 loss: 1.2762 2022/08/11 09:37:00 - mmengine - INFO - Epoch(train) [39][80/1879] lr: 2.0000e-03 eta: 3:59:58 time: 0.5695 data_time: 0.0196 memory: 13712 grad_norm: 4.1768 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.3422 loss: 1.3422 2022/08/11 09:37:12 - mmengine - INFO - Epoch(train) [39][100/1879] lr: 2.0000e-03 eta: 3:59:45 time: 0.5848 data_time: 0.0200 memory: 13712 grad_norm: 4.2169 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.2949 loss: 1.2949 2022/08/11 09:37:24 - mmengine - INFO - Epoch(train) [39][120/1879] lr: 2.0000e-03 eta: 3:59:32 time: 0.5888 data_time: 0.0219 memory: 13712 grad_norm: 4.3166 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3270 loss: 1.3270 2022/08/11 09:37:35 - mmengine - INFO - Epoch(train) [39][140/1879] lr: 2.0000e-03 eta: 3:59:19 time: 0.5780 data_time: 0.0187 memory: 13712 grad_norm: 4.1422 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2318 loss: 1.2318 2022/08/11 09:37:47 - mmengine - INFO - Epoch(train) [39][160/1879] lr: 2.0000e-03 eta: 3:59:06 time: 0.5810 data_time: 0.0181 memory: 13712 grad_norm: 4.2991 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3223 loss: 1.3223 2022/08/11 09:37:58 - mmengine - INFO - Epoch(train) [39][180/1879] lr: 2.0000e-03 eta: 3:58:52 time: 0.5745 data_time: 0.0172 memory: 13712 grad_norm: 4.3290 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3039 loss: 1.3039 2022/08/11 09:38:10 - mmengine - INFO - Epoch(train) [39][200/1879] lr: 2.0000e-03 eta: 3:58:39 time: 0.5758 data_time: 0.0190 memory: 13712 grad_norm: 4.3275 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4236 loss: 1.4236 2022/08/11 09:38:21 - mmengine - INFO - Epoch(train) [39][220/1879] lr: 2.0000e-03 eta: 3:58:26 time: 0.5765 data_time: 0.0190 memory: 13712 grad_norm: 4.2380 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.3824 loss: 1.3824 2022/08/11 09:38:33 - mmengine - INFO - Epoch(train) [39][240/1879] lr: 2.0000e-03 eta: 3:58:13 time: 0.5751 data_time: 0.0181 memory: 13712 grad_norm: 4.2392 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2973 loss: 1.2973 2022/08/11 09:38:44 - mmengine - INFO - Epoch(train) [39][260/1879] lr: 2.0000e-03 eta: 3:58:00 time: 0.5716 data_time: 0.0173 memory: 13712 grad_norm: 4.2128 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.2663 loss: 1.2663 2022/08/11 09:38:56 - mmengine - INFO - Epoch(train) [39][280/1879] lr: 2.0000e-03 eta: 3:57:46 time: 0.5815 data_time: 0.0216 memory: 13712 grad_norm: 4.2773 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3830 loss: 1.3830 2022/08/11 09:39:08 - mmengine - INFO - Epoch(train) [39][300/1879] lr: 2.0000e-03 eta: 3:57:33 time: 0.5803 data_time: 0.0178 memory: 13712 grad_norm: 4.2525 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4982 loss: 1.4982 2022/08/11 09:39:19 - mmengine - INFO - Epoch(train) [39][320/1879] lr: 2.0000e-03 eta: 3:57:20 time: 0.5803 data_time: 0.0192 memory: 13712 grad_norm: 4.1953 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2248 loss: 1.2248 2022/08/11 09:39:31 - mmengine - INFO - Epoch(train) [39][340/1879] lr: 2.0000e-03 eta: 3:57:07 time: 0.5809 data_time: 0.0185 memory: 13712 grad_norm: 4.4262 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.4777 loss: 1.4777 2022/08/11 09:39:42 - mmengine - INFO - Epoch(train) [39][360/1879] lr: 2.0000e-03 eta: 3:56:54 time: 0.5729 data_time: 0.0179 memory: 13712 grad_norm: 4.2835 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.4462 loss: 1.4462 2022/08/11 09:39:54 - mmengine - INFO - Epoch(train) [39][380/1879] lr: 2.0000e-03 eta: 3:56:40 time: 0.5761 data_time: 0.0166 memory: 13712 grad_norm: 4.3027 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.3940 loss: 1.3940 2022/08/11 09:40:05 - mmengine - INFO - Epoch(train) [39][400/1879] lr: 2.0000e-03 eta: 3:56:27 time: 0.5779 data_time: 0.0190 memory: 13712 grad_norm: 4.3153 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.4176 loss: 1.4176 2022/08/11 09:40:18 - mmengine - INFO - Epoch(train) [39][420/1879] lr: 2.0000e-03 eta: 3:56:14 time: 0.6212 data_time: 0.0571 memory: 13712 grad_norm: 4.2435 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3137 loss: 1.3137 2022/08/11 09:40:30 - mmengine - INFO - Epoch(train) [39][440/1879] lr: 2.0000e-03 eta: 3:56:01 time: 0.5861 data_time: 0.0163 memory: 13712 grad_norm: 4.2297 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3181 loss: 1.3181 2022/08/11 09:40:41 - mmengine - INFO - Epoch(train) [39][460/1879] lr: 2.0000e-03 eta: 3:55:48 time: 0.5764 data_time: 0.0178 memory: 13712 grad_norm: 4.2382 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4042 loss: 1.4042 2022/08/11 09:40:53 - mmengine - INFO - Epoch(train) [39][480/1879] lr: 2.0000e-03 eta: 3:55:35 time: 0.5808 data_time: 0.0195 memory: 13712 grad_norm: 4.3224 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.2912 loss: 1.2912 2022/08/11 09:41:04 - mmengine - INFO - Epoch(train) [39][500/1879] lr: 2.0000e-03 eta: 3:55:21 time: 0.5821 data_time: 0.0171 memory: 13712 grad_norm: 4.2433 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.4827 loss: 1.4827 2022/08/11 09:41:16 - mmengine - INFO - Epoch(train) [39][520/1879] lr: 2.0000e-03 eta: 3:55:08 time: 0.5848 data_time: 0.0176 memory: 13712 grad_norm: 4.2033 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.2944 loss: 1.2944 2022/08/11 09:41:28 - mmengine - INFO - Epoch(train) [39][540/1879] lr: 2.0000e-03 eta: 3:54:55 time: 0.5783 data_time: 0.0176 memory: 13712 grad_norm: 4.2055 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4644 loss: 1.4644 2022/08/11 09:41:39 - mmengine - INFO - Epoch(train) [39][560/1879] lr: 2.0000e-03 eta: 3:54:42 time: 0.5879 data_time: 0.0170 memory: 13712 grad_norm: 4.1989 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2593 loss: 1.2593 2022/08/11 09:41:55 - mmengine - INFO - Epoch(train) [39][580/1879] lr: 2.0000e-03 eta: 3:54:30 time: 0.7805 data_time: 0.0898 memory: 13712 grad_norm: 4.2857 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.4785 loss: 1.4785 2022/08/11 09:42:06 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 09:42:07 - mmengine - INFO - Epoch(train) [39][600/1879] lr: 2.0000e-03 eta: 3:54:17 time: 0.5969 data_time: 0.0201 memory: 13712 grad_norm: 4.1968 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.1495 loss: 1.1495 2022/08/11 09:42:21 - mmengine - INFO - Epoch(train) [39][620/1879] lr: 2.0000e-03 eta: 3:54:04 time: 0.6787 data_time: 0.0176 memory: 13712 grad_norm: 4.3211 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.3281 loss: 1.3281 2022/08/11 09:42:33 - mmengine - INFO - Epoch(train) [39][640/1879] lr: 2.0000e-03 eta: 3:53:51 time: 0.6104 data_time: 0.0166 memory: 13712 grad_norm: 4.2519 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4427 loss: 1.4427 2022/08/11 09:42:45 - mmengine - INFO - Epoch(train) [39][660/1879] lr: 2.0000e-03 eta: 3:53:38 time: 0.5864 data_time: 0.0186 memory: 13712 grad_norm: 4.2090 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2735 loss: 1.2735 2022/08/11 09:42:56 - mmengine - INFO - Epoch(train) [39][680/1879] lr: 2.0000e-03 eta: 3:53:25 time: 0.5844 data_time: 0.0191 memory: 13712 grad_norm: 4.1892 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3463 loss: 1.3463 2022/08/11 09:43:08 - mmengine - INFO - Epoch(train) [39][700/1879] lr: 2.0000e-03 eta: 3:53:12 time: 0.5807 data_time: 0.0190 memory: 13712 grad_norm: 4.1724 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.2861 loss: 1.2861 2022/08/11 09:43:20 - mmengine - INFO - Epoch(train) [39][720/1879] lr: 2.0000e-03 eta: 3:52:59 time: 0.5922 data_time: 0.0204 memory: 13712 grad_norm: 4.2874 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6570 loss: 1.6570 2022/08/11 09:43:31 - mmengine - INFO - Epoch(train) [39][740/1879] lr: 2.0000e-03 eta: 3:52:46 time: 0.5818 data_time: 0.0188 memory: 13712 grad_norm: 4.4014 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4090 loss: 1.4090 2022/08/11 09:43:43 - mmengine - INFO - Epoch(train) [39][760/1879] lr: 2.0000e-03 eta: 3:52:33 time: 0.5862 data_time: 0.0184 memory: 13712 grad_norm: 4.2554 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.3152 loss: 1.3152 2022/08/11 09:43:59 - mmengine - INFO - Epoch(train) [39][780/1879] lr: 2.0000e-03 eta: 3:52:21 time: 0.7953 data_time: 0.0176 memory: 13712 grad_norm: 4.3284 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4221 loss: 1.4221 2022/08/11 09:44:11 - mmengine - INFO - Epoch(train) [39][800/1879] lr: 2.0000e-03 eta: 3:52:07 time: 0.5768 data_time: 0.0183 memory: 13712 grad_norm: 4.2801 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3241 loss: 1.3241 2022/08/11 09:44:22 - mmengine - INFO - Epoch(train) [39][820/1879] lr: 2.0000e-03 eta: 3:51:54 time: 0.5817 data_time: 0.0186 memory: 13712 grad_norm: 4.3083 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3852 loss: 1.3852 2022/08/11 09:44:34 - mmengine - INFO - Epoch(train) [39][840/1879] lr: 2.0000e-03 eta: 3:51:41 time: 0.5826 data_time: 0.0208 memory: 13712 grad_norm: 4.2535 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3430 loss: 1.3430 2022/08/11 09:44:46 - mmengine - INFO - Epoch(train) [39][860/1879] lr: 2.0000e-03 eta: 3:51:28 time: 0.5860 data_time: 0.0196 memory: 13712 grad_norm: 4.2748 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3734 loss: 1.3734 2022/08/11 09:44:58 - mmengine - INFO - Epoch(train) [39][880/1879] lr: 2.0000e-03 eta: 3:51:15 time: 0.6146 data_time: 0.0178 memory: 13712 grad_norm: 4.2906 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.4515 loss: 1.4515 2022/08/11 09:45:10 - mmengine - INFO - Epoch(train) [39][900/1879] lr: 2.0000e-03 eta: 3:51:02 time: 0.5818 data_time: 0.0194 memory: 13712 grad_norm: 4.3304 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.2481 loss: 1.2481 2022/08/11 09:45:22 - mmengine - INFO - Epoch(train) [39][920/1879] lr: 2.0000e-03 eta: 3:50:49 time: 0.6091 data_time: 0.0430 memory: 13712 grad_norm: 4.3077 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.5265 loss: 1.5265 2022/08/11 09:45:33 - mmengine - INFO - Epoch(train) [39][940/1879] lr: 2.0000e-03 eta: 3:50:36 time: 0.5868 data_time: 0.0185 memory: 13712 grad_norm: 4.3533 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3497 loss: 1.3497 2022/08/11 09:45:45 - mmengine - INFO - Epoch(train) [39][960/1879] lr: 2.0000e-03 eta: 3:50:23 time: 0.5783 data_time: 0.0229 memory: 13712 grad_norm: 4.2499 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4634 loss: 1.4634 2022/08/11 09:45:57 - mmengine - INFO - Epoch(train) [39][980/1879] lr: 2.0000e-03 eta: 3:50:09 time: 0.5774 data_time: 0.0180 memory: 13712 grad_norm: 4.4084 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.2948 loss: 1.2948 2022/08/11 09:46:08 - mmengine - INFO - Epoch(train) [39][1000/1879] lr: 2.0000e-03 eta: 3:49:56 time: 0.5776 data_time: 0.0187 memory: 13712 grad_norm: 4.2518 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3449 loss: 1.3449 2022/08/11 09:46:20 - mmengine - INFO - Epoch(train) [39][1020/1879] lr: 2.0000e-03 eta: 3:49:43 time: 0.5859 data_time: 0.0172 memory: 13712 grad_norm: 4.2088 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3126 loss: 1.3126 2022/08/11 09:46:32 - mmengine - INFO - Epoch(train) [39][1040/1879] lr: 2.0000e-03 eta: 3:49:30 time: 0.5893 data_time: 0.0289 memory: 13712 grad_norm: 4.2811 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4243 loss: 1.4243 2022/08/11 09:46:43 - mmengine - INFO - Epoch(train) [39][1060/1879] lr: 2.0000e-03 eta: 3:49:17 time: 0.5781 data_time: 0.0163 memory: 13712 grad_norm: 4.2182 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.2151 loss: 1.2151 2022/08/11 09:46:55 - mmengine - INFO - Epoch(train) [39][1080/1879] lr: 2.0000e-03 eta: 3:49:04 time: 0.5783 data_time: 0.0203 memory: 13712 grad_norm: 4.2311 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3116 loss: 1.3116 2022/08/11 09:47:06 - mmengine - INFO - Epoch(train) [39][1100/1879] lr: 2.0000e-03 eta: 3:48:51 time: 0.5790 data_time: 0.0150 memory: 13712 grad_norm: 4.2458 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.6287 loss: 1.6287 2022/08/11 09:47:18 - mmengine - INFO - Epoch(train) [39][1120/1879] lr: 2.0000e-03 eta: 3:48:37 time: 0.5754 data_time: 0.0184 memory: 13712 grad_norm: 4.2941 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2554 loss: 1.2554 2022/08/11 09:47:29 - mmengine - INFO - Epoch(train) [39][1140/1879] lr: 2.0000e-03 eta: 3:48:24 time: 0.5761 data_time: 0.0185 memory: 13712 grad_norm: 4.3509 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 1.4009 loss: 1.4009 2022/08/11 09:47:41 - mmengine - INFO - Epoch(train) [39][1160/1879] lr: 2.0000e-03 eta: 3:48:11 time: 0.5725 data_time: 0.0174 memory: 13712 grad_norm: 4.4217 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.2144 loss: 1.2144 2022/08/11 09:47:52 - mmengine - INFO - Epoch(train) [39][1180/1879] lr: 2.0000e-03 eta: 3:47:58 time: 0.5757 data_time: 0.0196 memory: 13712 grad_norm: 4.3115 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3130 loss: 1.3130 2022/08/11 09:48:04 - mmengine - INFO - Epoch(train) [39][1200/1879] lr: 2.0000e-03 eta: 3:47:45 time: 0.5732 data_time: 0.0181 memory: 13712 grad_norm: 4.2721 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5347 loss: 1.5347 2022/08/11 09:48:15 - mmengine - INFO - Epoch(train) [39][1220/1879] lr: 2.0000e-03 eta: 3:47:31 time: 0.5754 data_time: 0.0189 memory: 13712 grad_norm: 4.3249 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.4031 loss: 1.4031 2022/08/11 09:48:27 - mmengine - INFO - Epoch(train) [39][1240/1879] lr: 2.0000e-03 eta: 3:47:18 time: 0.5785 data_time: 0.0166 memory: 13712 grad_norm: 4.1791 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3568 loss: 1.3568 2022/08/11 09:48:39 - mmengine - INFO - Epoch(train) [39][1260/1879] lr: 2.0000e-03 eta: 3:47:05 time: 0.6162 data_time: 0.0247 memory: 13712 grad_norm: 4.3477 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 1.3399 loss: 1.3399 2022/08/11 09:48:51 - mmengine - INFO - Epoch(train) [39][1280/1879] lr: 2.0000e-03 eta: 3:46:52 time: 0.5745 data_time: 0.0172 memory: 13712 grad_norm: 4.1713 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3334 loss: 1.3334 2022/08/11 09:49:02 - mmengine - INFO - Epoch(train) [39][1300/1879] lr: 2.0000e-03 eta: 3:46:39 time: 0.5728 data_time: 0.0192 memory: 13712 grad_norm: 4.2220 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.4038 loss: 1.4038 2022/08/11 09:49:14 - mmengine - INFO - Epoch(train) [39][1320/1879] lr: 2.0000e-03 eta: 3:46:26 time: 0.5783 data_time: 0.0179 memory: 13712 grad_norm: 4.2552 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3507 loss: 1.3507 2022/08/11 09:49:25 - mmengine - INFO - Epoch(train) [39][1340/1879] lr: 2.0000e-03 eta: 3:46:13 time: 0.5771 data_time: 0.0192 memory: 13712 grad_norm: 4.3503 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.4738 loss: 1.4738 2022/08/11 09:49:38 - mmengine - INFO - Epoch(train) [39][1360/1879] lr: 2.0000e-03 eta: 3:46:00 time: 0.6166 data_time: 0.0203 memory: 13712 grad_norm: 4.3047 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.5269 loss: 1.5269 2022/08/11 09:49:49 - mmengine - INFO - Epoch(train) [39][1380/1879] lr: 2.0000e-03 eta: 3:45:46 time: 0.5731 data_time: 0.0171 memory: 13712 grad_norm: 4.2586 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3326 loss: 1.3326 2022/08/11 09:50:01 - mmengine - INFO - Epoch(train) [39][1400/1879] lr: 2.0000e-03 eta: 3:45:33 time: 0.5747 data_time: 0.0187 memory: 13712 grad_norm: 4.2578 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5272 loss: 1.5272 2022/08/11 09:50:18 - mmengine - INFO - Epoch(train) [39][1420/1879] lr: 2.0000e-03 eta: 3:45:22 time: 0.8455 data_time: 0.0200 memory: 13712 grad_norm: 4.2698 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.3980 loss: 1.3980 2022/08/11 09:50:30 - mmengine - INFO - Epoch(train) [39][1440/1879] lr: 2.0000e-03 eta: 3:45:09 time: 0.6106 data_time: 0.0418 memory: 13712 grad_norm: 4.4366 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3840 loss: 1.3840 2022/08/11 09:50:42 - mmengine - INFO - Epoch(train) [39][1460/1879] lr: 2.0000e-03 eta: 3:44:56 time: 0.6108 data_time: 0.0171 memory: 13712 grad_norm: 4.2788 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5623 loss: 1.5623 2022/08/11 09:50:54 - mmengine - INFO - Epoch(train) [39][1480/1879] lr: 2.0000e-03 eta: 3:44:43 time: 0.5756 data_time: 0.0175 memory: 13712 grad_norm: 4.2986 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 1.3987 loss: 1.3987 2022/08/11 09:51:05 - mmengine - INFO - Epoch(train) [39][1500/1879] lr: 2.0000e-03 eta: 3:44:29 time: 0.5693 data_time: 0.0182 memory: 13712 grad_norm: 4.3593 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.3352 loss: 1.3352 2022/08/11 09:51:16 - mmengine - INFO - Epoch(train) [39][1520/1879] lr: 2.0000e-03 eta: 3:44:16 time: 0.5730 data_time: 0.0192 memory: 13712 grad_norm: 4.1320 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2853 loss: 1.2853 2022/08/11 09:51:28 - mmengine - INFO - Epoch(train) [39][1540/1879] lr: 2.0000e-03 eta: 3:44:03 time: 0.5750 data_time: 0.0168 memory: 13712 grad_norm: 4.1615 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.3271 loss: 1.3271 2022/08/11 09:51:39 - mmengine - INFO - Epoch(train) [39][1560/1879] lr: 2.0000e-03 eta: 3:43:50 time: 0.5715 data_time: 0.0192 memory: 13712 grad_norm: 4.3410 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.2757 loss: 1.2757 2022/08/11 09:51:51 - mmengine - INFO - Epoch(train) [39][1580/1879] lr: 2.0000e-03 eta: 3:43:37 time: 0.5763 data_time: 0.0188 memory: 13712 grad_norm: 4.3025 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.3218 loss: 1.3218 2022/08/11 09:52:01 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 09:52:03 - mmengine - INFO - Epoch(train) [39][1600/1879] lr: 2.0000e-03 eta: 3:43:23 time: 0.5811 data_time: 0.0217 memory: 13712 grad_norm: 4.3075 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.3049 loss: 1.3049 2022/08/11 09:52:14 - mmengine - INFO - Epoch(train) [39][1620/1879] lr: 2.0000e-03 eta: 3:43:10 time: 0.5741 data_time: 0.0159 memory: 13712 grad_norm: 4.1910 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.3790 loss: 1.3790 2022/08/11 09:52:26 - mmengine - INFO - Epoch(train) [39][1640/1879] lr: 2.0000e-03 eta: 3:42:57 time: 0.5808 data_time: 0.0202 memory: 13712 grad_norm: 4.2042 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3308 loss: 1.3308 2022/08/11 09:52:37 - mmengine - INFO - Epoch(train) [39][1660/1879] lr: 2.0000e-03 eta: 3:42:44 time: 0.5833 data_time: 0.0159 memory: 13712 grad_norm: 4.2280 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.4744 loss: 1.4744 2022/08/11 09:52:49 - mmengine - INFO - Epoch(train) [39][1680/1879] lr: 2.0000e-03 eta: 3:42:31 time: 0.5836 data_time: 0.0207 memory: 13712 grad_norm: 4.2456 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.4592 loss: 1.4592 2022/08/11 09:53:01 - mmengine - INFO - Epoch(train) [39][1700/1879] lr: 2.0000e-03 eta: 3:42:18 time: 0.5779 data_time: 0.0194 memory: 13712 grad_norm: 4.3572 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.4391 loss: 1.4391 2022/08/11 09:53:12 - mmengine - INFO - Epoch(train) [39][1720/1879] lr: 2.0000e-03 eta: 3:42:05 time: 0.5768 data_time: 0.0204 memory: 13712 grad_norm: 4.3916 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3597 loss: 1.3597 2022/08/11 09:53:24 - mmengine - INFO - Epoch(train) [39][1740/1879] lr: 2.0000e-03 eta: 3:41:52 time: 0.5802 data_time: 0.0177 memory: 13712 grad_norm: 4.2981 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.3259 loss: 1.3259 2022/08/11 09:53:35 - mmengine - INFO - Epoch(train) [39][1760/1879] lr: 2.0000e-03 eta: 3:41:38 time: 0.5726 data_time: 0.0211 memory: 13712 grad_norm: 4.3765 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4454 loss: 1.4454 2022/08/11 09:53:47 - mmengine - INFO - Epoch(train) [39][1780/1879] lr: 2.0000e-03 eta: 3:41:25 time: 0.5727 data_time: 0.0169 memory: 13712 grad_norm: 4.3943 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.3872 loss: 1.3872 2022/08/11 09:53:58 - mmengine - INFO - Epoch(train) [39][1800/1879] lr: 2.0000e-03 eta: 3:41:12 time: 0.5707 data_time: 0.0183 memory: 13712 grad_norm: 4.3890 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.4927 loss: 1.4927 2022/08/11 09:54:10 - mmengine - INFO - Epoch(train) [39][1820/1879] lr: 2.0000e-03 eta: 3:40:59 time: 0.5719 data_time: 0.0184 memory: 13712 grad_norm: 4.3099 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.4350 loss: 1.4350 2022/08/11 09:54:21 - mmengine - INFO - Epoch(train) [39][1840/1879] lr: 2.0000e-03 eta: 3:40:46 time: 0.5723 data_time: 0.0185 memory: 13712 grad_norm: 4.3217 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3252 loss: 1.3252 2022/08/11 09:54:32 - mmengine - INFO - Epoch(train) [39][1860/1879] lr: 2.0000e-03 eta: 3:40:32 time: 0.5726 data_time: 0.0168 memory: 13712 grad_norm: 4.2985 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2863 loss: 1.2863 2022/08/11 09:54:43 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 09:54:43 - mmengine - INFO - Epoch(train) [39][1879/1879] lr: 2.0000e-03 eta: 3:40:32 time: 0.5551 data_time: 0.0166 memory: 13712 grad_norm: 4.4405 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 1.1943 loss: 1.1943 2022/08/11 09:54:43 - mmengine - INFO - Saving checkpoint at 39 epochs 2022/08/11 09:56:08 - mmengine - INFO - Epoch(val) [39][20/155] eta: 0:09:24 time: 4.1835 data_time: 2.8081 memory: 14838 2022/08/11 09:57:07 - mmengine - INFO - Epoch(val) [39][40/155] eta: 0:05:37 time: 2.9373 data_time: 1.5615 memory: 14838 2022/08/11 09:58:16 - mmengine - INFO - Epoch(val) [39][60/155] eta: 0:05:25 time: 3.4251 data_time: 2.0500 memory: 14838 2022/08/11 09:59:17 - mmengine - INFO - Epoch(val) [39][80/155] eta: 0:03:50 time: 3.0776 data_time: 1.7004 memory: 14838 2022/08/11 10:00:26 - mmengine - INFO - Epoch(val) [39][100/155] eta: 0:03:07 time: 3.4171 data_time: 2.0430 memory: 14838 2022/08/11 10:01:25 - mmengine - INFO - Epoch(val) [39][120/155] eta: 0:01:43 time: 2.9553 data_time: 1.5779 memory: 14838 2022/08/11 10:02:47 - mmengine - INFO - Epoch(val) [39][140/155] eta: 0:01:01 time: 4.1109 data_time: 2.7403 memory: 14838 2022/08/11 10:03:25 - mmengine - INFO - Epoch(val) [39][155/155] acc/top1: 0.7181 acc/top5: 0.9016 acc/mean1: 0.7181 2022/08/11 10:03:26 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_r50_dense_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_39.pth is removed 2022/08/11 10:03:27 - mmengine - INFO - The best checkpoint with 0.7181 acc/top1 at 40 epoch is saved to best_acc/top1_epoch_40.pth. 2022/08/11 10:03:43 - mmengine - INFO - Epoch(train) [40][20/1879] lr: 2.0000e-03 eta: 3:40:05 time: 0.7728 data_time: 0.2191 memory: 14838 grad_norm: 4.2203 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.2630 loss: 1.2630 2022/08/11 10:03:54 - mmengine - INFO - Epoch(train) [40][40/1879] lr: 2.0000e-03 eta: 3:39:52 time: 0.5737 data_time: 0.0156 memory: 13712 grad_norm: 4.2454 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 1.5674 loss: 1.5674 2022/08/11 10:04:06 - mmengine - INFO - Epoch(train) [40][60/1879] lr: 2.0000e-03 eta: 3:39:39 time: 0.5762 data_time: 0.0188 memory: 13712 grad_norm: 4.3108 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3033 loss: 1.3033 2022/08/11 10:04:17 - mmengine - INFO - Epoch(train) [40][80/1879] lr: 2.0000e-03 eta: 3:39:25 time: 0.5743 data_time: 0.0179 memory: 13712 grad_norm: 4.4251 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1837 loss: 1.1837 2022/08/11 10:04:29 - mmengine - INFO - Epoch(train) [40][100/1879] lr: 2.0000e-03 eta: 3:39:12 time: 0.5732 data_time: 0.0190 memory: 13712 grad_norm: 4.1897 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3081 loss: 1.3081 2022/08/11 10:04:40 - mmengine - INFO - Epoch(train) [40][120/1879] lr: 2.0000e-03 eta: 3:38:59 time: 0.5715 data_time: 0.0178 memory: 13712 grad_norm: 4.3653 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.2835 loss: 1.2835 2022/08/11 10:04:52 - mmengine - INFO - Epoch(train) [40][140/1879] lr: 2.0000e-03 eta: 3:38:46 time: 0.5942 data_time: 0.0319 memory: 13712 grad_norm: 4.2504 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 1.2905 loss: 1.2905 2022/08/11 10:05:04 - mmengine - INFO - Epoch(train) [40][160/1879] lr: 2.0000e-03 eta: 3:38:33 time: 0.5841 data_time: 0.0179 memory: 13712 grad_norm: 4.4232 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4409 loss: 1.4409 2022/08/11 10:05:17 - mmengine - INFO - Epoch(train) [40][180/1879] lr: 2.0000e-03 eta: 3:38:20 time: 0.6513 data_time: 0.0953 memory: 13712 grad_norm: 4.3797 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.2227 loss: 1.2227 2022/08/11 10:05:28 - mmengine - INFO - Epoch(train) [40][200/1879] lr: 2.0000e-03 eta: 3:38:07 time: 0.5781 data_time: 0.0185 memory: 13712 grad_norm: 4.3992 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3244 loss: 1.3244 2022/08/11 10:05:40 - mmengine - INFO - Epoch(train) [40][220/1879] lr: 2.0000e-03 eta: 3:37:54 time: 0.5810 data_time: 0.0179 memory: 13712 grad_norm: 4.2362 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4435 loss: 1.4435 2022/08/11 10:05:52 - mmengine - INFO - Epoch(train) [40][240/1879] lr: 2.0000e-03 eta: 3:37:41 time: 0.5806 data_time: 0.0186 memory: 13712 grad_norm: 4.2146 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.4739 loss: 1.4739 2022/08/11 10:06:03 - mmengine - INFO - Epoch(train) [40][260/1879] lr: 2.0000e-03 eta: 3:37:28 time: 0.5749 data_time: 0.0180 memory: 13712 grad_norm: 4.2946 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.2623 loss: 1.2623 2022/08/11 10:06:15 - mmengine - INFO - Epoch(train) [40][280/1879] lr: 2.0000e-03 eta: 3:37:15 time: 0.5760 data_time: 0.0179 memory: 13712 grad_norm: 4.3526 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.4018 loss: 1.4018 2022/08/11 10:06:26 - mmengine - INFO - Epoch(train) [40][300/1879] lr: 2.0000e-03 eta: 3:37:01 time: 0.5755 data_time: 0.0182 memory: 13712 grad_norm: 4.3792 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3103 loss: 1.3103 2022/08/11 10:06:38 - mmengine - INFO - Epoch(train) [40][320/1879] lr: 2.0000e-03 eta: 3:36:48 time: 0.5833 data_time: 0.0186 memory: 13712 grad_norm: 4.2652 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.2819 loss: 1.2819 2022/08/11 10:06:50 - mmengine - INFO - Epoch(train) [40][340/1879] lr: 2.0000e-03 eta: 3:36:35 time: 0.5772 data_time: 0.0175 memory: 13712 grad_norm: 4.3472 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4859 loss: 1.4859 2022/08/11 10:07:01 - mmengine - INFO - Epoch(train) [40][360/1879] lr: 2.0000e-03 eta: 3:36:22 time: 0.5854 data_time: 0.0190 memory: 13712 grad_norm: 4.2367 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2387 loss: 1.2387 2022/08/11 10:07:13 - mmengine - INFO - Epoch(train) [40][380/1879] lr: 2.0000e-03 eta: 3:36:09 time: 0.5758 data_time: 0.0192 memory: 13712 grad_norm: 4.3179 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5346 loss: 1.5346 2022/08/11 10:07:24 - mmengine - INFO - Epoch(train) [40][400/1879] lr: 2.0000e-03 eta: 3:35:56 time: 0.5801 data_time: 0.0173 memory: 13712 grad_norm: 4.3325 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.5911 loss: 1.5911 2022/08/11 10:07:36 - mmengine - INFO - Epoch(train) [40][420/1879] lr: 2.0000e-03 eta: 3:35:43 time: 0.5778 data_time: 0.0171 memory: 13712 grad_norm: 4.3589 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.4162 loss: 1.4162 2022/08/11 10:07:48 - mmengine - INFO - Epoch(train) [40][440/1879] lr: 2.0000e-03 eta: 3:35:30 time: 0.5814 data_time: 0.0188 memory: 13712 grad_norm: 4.2601 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4845 loss: 1.4845 2022/08/11 10:07:59 - mmengine - INFO - Epoch(train) [40][460/1879] lr: 2.0000e-03 eta: 3:35:16 time: 0.5763 data_time: 0.0183 memory: 13712 grad_norm: 4.4260 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3957 loss: 1.3957 2022/08/11 10:08:11 - mmengine - INFO - Epoch(train) [40][480/1879] lr: 2.0000e-03 eta: 3:35:03 time: 0.5761 data_time: 0.0177 memory: 13712 grad_norm: 4.3177 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3361 loss: 1.3361 2022/08/11 10:08:22 - mmengine - INFO - Epoch(train) [40][500/1879] lr: 2.0000e-03 eta: 3:34:50 time: 0.5796 data_time: 0.0181 memory: 13712 grad_norm: 4.2960 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3760 loss: 1.3760 2022/08/11 10:08:34 - mmengine - INFO - Epoch(train) [40][520/1879] lr: 2.0000e-03 eta: 3:34:37 time: 0.5762 data_time: 0.0170 memory: 13712 grad_norm: 4.3220 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.3791 loss: 1.3791 2022/08/11 10:08:46 - mmengine - INFO - Epoch(train) [40][540/1879] lr: 2.0000e-03 eta: 3:34:24 time: 0.5877 data_time: 0.0184 memory: 13712 grad_norm: 4.3084 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3850 loss: 1.3850 2022/08/11 10:08:59 - mmengine - INFO - Epoch(train) [40][560/1879] lr: 2.0000e-03 eta: 3:34:11 time: 0.6547 data_time: 0.0175 memory: 13712 grad_norm: 4.3039 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.4035 loss: 1.4035 2022/08/11 10:09:10 - mmengine - INFO - Epoch(train) [40][580/1879] lr: 2.0000e-03 eta: 3:33:58 time: 0.5787 data_time: 0.0192 memory: 13712 grad_norm: 4.3089 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.3918 loss: 1.3918 2022/08/11 10:09:22 - mmengine - INFO - Epoch(train) [40][600/1879] lr: 2.0000e-03 eta: 3:33:45 time: 0.5828 data_time: 0.0188 memory: 13712 grad_norm: 4.2409 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5091 loss: 1.5091 2022/08/11 10:09:34 - mmengine - INFO - Epoch(train) [40][620/1879] lr: 2.0000e-03 eta: 3:33:32 time: 0.5851 data_time: 0.0179 memory: 13712 grad_norm: 4.3655 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5925 loss: 1.5925 2022/08/11 10:09:45 - mmengine - INFO - Epoch(train) [40][640/1879] lr: 2.0000e-03 eta: 3:33:19 time: 0.5821 data_time: 0.0186 memory: 13712 grad_norm: 4.2375 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4043 loss: 1.4043 2022/08/11 10:09:57 - mmengine - INFO - Epoch(train) [40][660/1879] lr: 2.0000e-03 eta: 3:33:06 time: 0.5822 data_time: 0.0189 memory: 13712 grad_norm: 4.2643 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4300 loss: 1.4300 2022/08/11 10:10:09 - mmengine - INFO - Epoch(train) [40][680/1879] lr: 2.0000e-03 eta: 3:32:53 time: 0.5852 data_time: 0.0183 memory: 13712 grad_norm: 4.4020 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.4714 loss: 1.4714 2022/08/11 10:10:20 - mmengine - INFO - Epoch(train) [40][700/1879] lr: 2.0000e-03 eta: 3:32:40 time: 0.5894 data_time: 0.0285 memory: 13712 grad_norm: 4.3210 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.1806 loss: 1.1806 2022/08/11 10:10:31 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 10:10:32 - mmengine - INFO - Epoch(train) [40][720/1879] lr: 2.0000e-03 eta: 3:32:27 time: 0.5807 data_time: 0.0171 memory: 13712 grad_norm: 4.3818 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.5189 loss: 1.5189 2022/08/11 10:10:43 - mmengine - INFO - Epoch(train) [40][740/1879] lr: 2.0000e-03 eta: 3:32:14 time: 0.5723 data_time: 0.0169 memory: 13712 grad_norm: 4.3016 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4172 loss: 1.4172 2022/08/11 10:10:55 - mmengine - INFO - Epoch(train) [40][760/1879] lr: 2.0000e-03 eta: 3:32:00 time: 0.5774 data_time: 0.0197 memory: 13712 grad_norm: 4.3158 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4323 loss: 1.4323 2022/08/11 10:11:07 - mmengine - INFO - Epoch(train) [40][780/1879] lr: 2.0000e-03 eta: 3:31:47 time: 0.5785 data_time: 0.0196 memory: 13712 grad_norm: 4.2805 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.3138 loss: 1.3138 2022/08/11 10:11:18 - mmengine - INFO - Epoch(train) [40][800/1879] lr: 2.0000e-03 eta: 3:31:34 time: 0.5781 data_time: 0.0167 memory: 13712 grad_norm: 4.4431 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.3291 loss: 1.3291 2022/08/11 10:11:30 - mmengine - INFO - Epoch(train) [40][820/1879] lr: 2.0000e-03 eta: 3:31:21 time: 0.5728 data_time: 0.0184 memory: 13712 grad_norm: 4.2169 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.1738 loss: 1.1738 2022/08/11 10:11:41 - mmengine - INFO - Epoch(train) [40][840/1879] lr: 2.0000e-03 eta: 3:31:08 time: 0.5728 data_time: 0.0172 memory: 13712 grad_norm: 4.1697 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.4433 loss: 1.4433 2022/08/11 10:11:53 - mmengine - INFO - Epoch(train) [40][860/1879] lr: 2.0000e-03 eta: 3:30:55 time: 0.5701 data_time: 0.0178 memory: 13712 grad_norm: 4.4497 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.3355 loss: 1.3355 2022/08/11 10:12:05 - mmengine - INFO - Epoch(train) [40][880/1879] lr: 2.0000e-03 eta: 3:30:42 time: 0.6079 data_time: 0.0181 memory: 13712 grad_norm: 4.3601 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5336 loss: 1.5336 2022/08/11 10:12:16 - mmengine - INFO - Epoch(train) [40][900/1879] lr: 2.0000e-03 eta: 3:30:29 time: 0.5813 data_time: 0.0195 memory: 13712 grad_norm: 4.3020 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4324 loss: 1.4324 2022/08/11 10:12:28 - mmengine - INFO - Epoch(train) [40][920/1879] lr: 2.0000e-03 eta: 3:30:16 time: 0.5850 data_time: 0.0216 memory: 13712 grad_norm: 4.3127 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.3833 loss: 1.3833 2022/08/11 10:12:40 - mmengine - INFO - Epoch(train) [40][940/1879] lr: 2.0000e-03 eta: 3:30:03 time: 0.5787 data_time: 0.0158 memory: 13712 grad_norm: 4.2409 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.4190 loss: 1.4190 2022/08/11 10:12:51 - mmengine - INFO - Epoch(train) [40][960/1879] lr: 2.0000e-03 eta: 3:29:50 time: 0.5750 data_time: 0.0189 memory: 13712 grad_norm: 4.3021 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.4705 loss: 1.4705 2022/08/11 10:13:03 - mmengine - INFO - Epoch(train) [40][980/1879] lr: 2.0000e-03 eta: 3:29:36 time: 0.5758 data_time: 0.0183 memory: 13712 grad_norm: 4.4703 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.3402 loss: 1.3402 2022/08/11 10:13:14 - mmengine - INFO - Epoch(train) [40][1000/1879] lr: 2.0000e-03 eta: 3:29:23 time: 0.5759 data_time: 0.0172 memory: 13712 grad_norm: 4.3466 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.2255 loss: 1.2255 2022/08/11 10:13:26 - mmengine - INFO - Epoch(train) [40][1020/1879] lr: 2.0000e-03 eta: 3:29:10 time: 0.5765 data_time: 0.0173 memory: 13712 grad_norm: 4.3494 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.1777 loss: 1.1777 2022/08/11 10:13:37 - mmengine - INFO - Epoch(train) [40][1040/1879] lr: 2.0000e-03 eta: 3:28:57 time: 0.5753 data_time: 0.0179 memory: 13712 grad_norm: 4.3871 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.2165 loss: 1.2165 2022/08/11 10:13:49 - mmengine - INFO - Epoch(train) [40][1060/1879] lr: 2.0000e-03 eta: 3:28:44 time: 0.5808 data_time: 0.0206 memory: 13712 grad_norm: 4.3112 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.3463 loss: 1.3463 2022/08/11 10:14:00 - mmengine - INFO - Epoch(train) [40][1080/1879] lr: 2.0000e-03 eta: 3:28:31 time: 0.5754 data_time: 0.0196 memory: 13712 grad_norm: 4.3508 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.2975 loss: 1.2975 2022/08/11 10:14:12 - mmengine - INFO - Epoch(train) [40][1100/1879] lr: 2.0000e-03 eta: 3:28:18 time: 0.5739 data_time: 0.0183 memory: 13712 grad_norm: 4.2205 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.2115 loss: 1.2115 2022/08/11 10:14:23 - mmengine - INFO - Epoch(train) [40][1120/1879] lr: 2.0000e-03 eta: 3:28:05 time: 0.5751 data_time: 0.0187 memory: 13712 grad_norm: 4.2463 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.3653 loss: 1.3653 2022/08/11 10:14:35 - mmengine - INFO - Epoch(train) [40][1140/1879] lr: 2.0000e-03 eta: 3:27:52 time: 0.5863 data_time: 0.0219 memory: 13712 grad_norm: 4.2818 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5047 loss: 1.5047 2022/08/11 10:14:47 - mmengine - INFO - Epoch(train) [40][1160/1879] lr: 2.0000e-03 eta: 3:27:39 time: 0.5786 data_time: 0.0179 memory: 13712 grad_norm: 4.3234 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3586 loss: 1.3586 2022/08/11 10:14:59 - mmengine - INFO - Epoch(train) [40][1180/1879] lr: 2.0000e-03 eta: 3:27:26 time: 0.6097 data_time: 0.0205 memory: 13712 grad_norm: 4.3362 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3284 loss: 1.3284 2022/08/11 10:15:11 - mmengine - INFO - Epoch(train) [40][1200/1879] lr: 2.0000e-03 eta: 3:27:13 time: 0.5824 data_time: 0.0187 memory: 13712 grad_norm: 4.1996 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.2758 loss: 1.2758 2022/08/11 10:15:22 - mmengine - INFO - Epoch(train) [40][1220/1879] lr: 2.0000e-03 eta: 3:27:00 time: 0.5884 data_time: 0.0227 memory: 13712 grad_norm: 4.4199 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.2613 loss: 1.2613 2022/08/11 10:15:34 - mmengine - INFO - Epoch(train) [40][1240/1879] lr: 2.0000e-03 eta: 3:26:46 time: 0.5809 data_time: 0.0158 memory: 13712 grad_norm: 4.3821 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.4465 loss: 1.4465 2022/08/11 10:15:46 - mmengine - INFO - Epoch(train) [40][1260/1879] lr: 2.0000e-03 eta: 3:26:33 time: 0.5942 data_time: 0.0279 memory: 13712 grad_norm: 4.3608 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.4315 loss: 1.4315 2022/08/11 10:15:57 - mmengine - INFO - Epoch(train) [40][1280/1879] lr: 2.0000e-03 eta: 3:26:20 time: 0.5824 data_time: 0.0153 memory: 13712 grad_norm: 4.3146 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.3391 loss: 1.3391 2022/08/11 10:16:09 - mmengine - INFO - Epoch(train) [40][1300/1879] lr: 2.0000e-03 eta: 3:26:07 time: 0.5811 data_time: 0.0197 memory: 13712 grad_norm: 4.3306 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3848 loss: 1.3848 2022/08/11 10:16:21 - mmengine - INFO - Epoch(train) [40][1320/1879] lr: 2.0000e-03 eta: 3:25:54 time: 0.5757 data_time: 0.0181 memory: 13712 grad_norm: 4.4466 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.4200 loss: 1.4200 2022/08/11 10:16:32 - mmengine - INFO - Epoch(train) [40][1340/1879] lr: 2.0000e-03 eta: 3:25:41 time: 0.5803 data_time: 0.0181 memory: 13712 grad_norm: 4.4005 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5453 loss: 1.5453 2022/08/11 10:16:44 - mmengine - INFO - Epoch(train) [40][1360/1879] lr: 2.0000e-03 eta: 3:25:28 time: 0.5770 data_time: 0.0188 memory: 13712 grad_norm: 4.4107 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1326 loss: 1.1326 2022/08/11 10:16:55 - mmengine - INFO - Epoch(train) [40][1380/1879] lr: 2.0000e-03 eta: 3:25:15 time: 0.5838 data_time: 0.0181 memory: 13712 grad_norm: 4.4229 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3971 loss: 1.3971 2022/08/11 10:17:07 - mmengine - INFO - Epoch(train) [40][1400/1879] lr: 2.0000e-03 eta: 3:25:02 time: 0.5831 data_time: 0.0161 memory: 13712 grad_norm: 4.3126 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.2515 loss: 1.2515 2022/08/11 10:17:19 - mmengine - INFO - Epoch(train) [40][1420/1879] lr: 2.0000e-03 eta: 3:24:49 time: 0.5911 data_time: 0.0186 memory: 13712 grad_norm: 4.5921 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.4240 loss: 1.4240 2022/08/11 10:17:31 - mmengine - INFO - Epoch(train) [40][1440/1879] lr: 2.0000e-03 eta: 3:24:36 time: 0.6075 data_time: 0.0327 memory: 13712 grad_norm: 4.4178 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3988 loss: 1.3988 2022/08/11 10:17:51 - mmengine - INFO - Epoch(train) [40][1460/1879] lr: 2.0000e-03 eta: 3:24:25 time: 0.9797 data_time: 0.0172 memory: 13712 grad_norm: 4.4120 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.5202 loss: 1.5202 2022/08/11 10:18:02 - mmengine - INFO - Epoch(train) [40][1480/1879] lr: 2.0000e-03 eta: 3:24:12 time: 0.5852 data_time: 0.0164 memory: 13712 grad_norm: 4.2451 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3098 loss: 1.3098 2022/08/11 10:18:14 - mmengine - INFO - Epoch(train) [40][1500/1879] lr: 2.0000e-03 eta: 3:23:59 time: 0.5829 data_time: 0.0179 memory: 13712 grad_norm: 4.2577 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3810 loss: 1.3810 2022/08/11 10:18:27 - mmengine - INFO - Epoch(train) [40][1520/1879] lr: 2.0000e-03 eta: 3:23:46 time: 0.6437 data_time: 0.0708 memory: 13712 grad_norm: 4.2123 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3372 loss: 1.3372 2022/08/11 10:18:40 - mmengine - INFO - Epoch(train) [40][1540/1879] lr: 2.0000e-03 eta: 3:23:33 time: 0.6460 data_time: 0.0752 memory: 13712 grad_norm: 4.3578 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2907 loss: 1.2907 2022/08/11 10:18:52 - mmengine - INFO - Epoch(train) [40][1560/1879] lr: 2.0000e-03 eta: 3:23:20 time: 0.5906 data_time: 0.0164 memory: 13712 grad_norm: 4.3885 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4031 loss: 1.4031 2022/08/11 10:19:13 - mmengine - INFO - Epoch(train) [40][1580/1879] lr: 2.0000e-03 eta: 3:23:10 time: 1.0369 data_time: 0.0183 memory: 13712 grad_norm: 4.2730 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4729 loss: 1.4729 2022/08/11 10:19:31 - mmengine - INFO - Epoch(train) [40][1600/1879] lr: 2.0000e-03 eta: 3:22:58 time: 0.9500 data_time: 0.0212 memory: 13712 grad_norm: 4.3742 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.3345 loss: 1.3345 2022/08/11 10:19:46 - mmengine - INFO - Epoch(train) [40][1620/1879] lr: 2.0000e-03 eta: 3:22:46 time: 0.7108 data_time: 0.0544 memory: 13712 grad_norm: 4.3994 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.3598 loss: 1.3598 2022/08/11 10:19:59 - mmengine - INFO - Epoch(train) [40][1640/1879] lr: 2.0000e-03 eta: 3:22:34 time: 0.6808 data_time: 0.0146 memory: 13712 grad_norm: 4.3717 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4047 loss: 1.4047 2022/08/11 10:20:18 - mmengine - INFO - Epoch(train) [40][1660/1879] lr: 2.0000e-03 eta: 3:22:22 time: 0.9341 data_time: 0.0184 memory: 13712 grad_norm: 4.3805 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3240 loss: 1.3240 2022/08/11 10:20:32 - mmengine - INFO - Epoch(train) [40][1680/1879] lr: 2.0000e-03 eta: 3:22:10 time: 0.7039 data_time: 0.0170 memory: 13712 grad_norm: 4.2904 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 1.3124 loss: 1.3124 2022/08/11 10:20:47 - mmengine - INFO - Epoch(train) [40][1700/1879] lr: 2.0000e-03 eta: 3:21:58 time: 0.7577 data_time: 0.0181 memory: 13712 grad_norm: 4.3316 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4268 loss: 1.4268 2022/08/11 10:21:03 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 10:21:04 - mmengine - INFO - Epoch(train) [40][1720/1879] lr: 2.0000e-03 eta: 3:21:46 time: 0.8296 data_time: 0.0174 memory: 13712 grad_norm: 4.2854 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.3522 loss: 1.3522 2022/08/11 10:21:19 - mmengine - INFO - Epoch(train) [40][1740/1879] lr: 2.0000e-03 eta: 3:21:34 time: 0.7675 data_time: 0.0196 memory: 13712 grad_norm: 4.2825 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.3453 loss: 1.3453 2022/08/11 10:21:37 - mmengine - INFO - Epoch(train) [40][1760/1879] lr: 2.0000e-03 eta: 3:21:22 time: 0.8926 data_time: 0.0163 memory: 13712 grad_norm: 4.3557 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5032 loss: 1.5032 2022/08/11 10:21:50 - mmengine - INFO - Epoch(train) [40][1780/1879] lr: 2.0000e-03 eta: 3:21:10 time: 0.6684 data_time: 0.0202 memory: 13712 grad_norm: 4.3014 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.2078 loss: 1.2078 2022/08/11 10:22:09 - mmengine - INFO - Epoch(train) [40][1800/1879] lr: 2.0000e-03 eta: 3:20:58 time: 0.9134 data_time: 0.0170 memory: 13712 grad_norm: 4.2732 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3975 loss: 1.3975 2022/08/11 10:22:22 - mmengine - INFO - Epoch(train) [40][1820/1879] lr: 2.0000e-03 eta: 3:20:45 time: 0.6608 data_time: 0.0194 memory: 13712 grad_norm: 4.4235 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.4494 loss: 1.4494 2022/08/11 10:22:36 - mmengine - INFO - Epoch(train) [40][1840/1879] lr: 2.0000e-03 eta: 3:20:33 time: 0.7004 data_time: 0.0171 memory: 13712 grad_norm: 4.4725 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2371 loss: 1.2371 2022/08/11 10:22:48 - mmengine - INFO - Epoch(train) [40][1860/1879] lr: 2.0000e-03 eta: 3:20:20 time: 0.6019 data_time: 0.0197 memory: 13712 grad_norm: 4.3956 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3724 loss: 1.3724 2022/08/11 10:23:01 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 10:23:01 - mmengine - INFO - Epoch(train) [40][1879/1879] lr: 2.0000e-03 eta: 3:20:20 time: 0.6801 data_time: 0.0144 memory: 13712 grad_norm: 4.4355 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3398 loss: 1.3398 2022/08/11 10:24:19 - mmengine - INFO - Epoch(val) [40][20/155] eta: 0:08:43 time: 3.8809 data_time: 2.5029 memory: 14838 2022/08/11 10:25:23 - mmengine - INFO - Epoch(val) [40][40/155] eta: 0:06:07 time: 3.1945 data_time: 1.8221 memory: 14838 2022/08/11 10:26:28 - mmengine - INFO - Epoch(val) [40][60/155] eta: 0:05:09 time: 3.2591 data_time: 1.8911 memory: 14838 2022/08/11 10:27:28 - mmengine - INFO - Epoch(val) [40][80/155] eta: 0:03:45 time: 3.0131 data_time: 1.6403 memory: 14838 2022/08/11 10:28:31 - mmengine - INFO - Epoch(val) [40][100/155] eta: 0:02:52 time: 3.1280 data_time: 1.7632 memory: 14838 2022/08/11 10:29:34 - mmengine - INFO - Epoch(val) [40][120/155] eta: 0:01:50 time: 3.1634 data_time: 1.7953 memory: 14838 2022/08/11 10:30:47 - mmengine - INFO - Epoch(val) [40][140/155] eta: 0:00:54 time: 3.6456 data_time: 2.2744 memory: 14838 2022/08/11 10:31:49 - mmengine - INFO - Epoch(val) [40][155/155] acc/top1: 0.7166 acc/top5: 0.9006 acc/mean1: 0.7164 2022/08/11 10:32:13 - mmengine - INFO - Epoch(train) [41][20/1879] lr: 2.0000e-03 eta: 3:19:55 time: 1.2070 data_time: 0.2052 memory: 14838 grad_norm: 4.2545 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3891 loss: 1.3891 2022/08/11 10:32:28 - mmengine - INFO - Epoch(train) [41][40/1879] lr: 2.0000e-03 eta: 3:19:43 time: 0.7266 data_time: 0.0193 memory: 13712 grad_norm: 4.3103 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3363 loss: 1.3363 2022/08/11 10:32:42 - mmengine - INFO - Epoch(train) [41][60/1879] lr: 2.0000e-03 eta: 3:19:30 time: 0.6934 data_time: 0.0189 memory: 13712 grad_norm: 4.1414 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5476 loss: 1.5476 2022/08/11 10:32:56 - mmengine - INFO - Epoch(train) [41][80/1879] lr: 2.0000e-03 eta: 3:19:18 time: 0.7156 data_time: 0.0164 memory: 13712 grad_norm: 4.3868 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 1.2547 loss: 1.2547 2022/08/11 10:33:15 - mmengine - INFO - Epoch(train) [41][100/1879] lr: 2.0000e-03 eta: 3:19:06 time: 0.9638 data_time: 0.0175 memory: 13712 grad_norm: 4.3641 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.3829 loss: 1.3829 2022/08/11 10:33:33 - mmengine - INFO - Epoch(train) [41][120/1879] lr: 2.0000e-03 eta: 3:18:55 time: 0.8661 data_time: 0.0175 memory: 13712 grad_norm: 4.3151 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3924 loss: 1.3924 2022/08/11 10:33:52 - mmengine - INFO - Epoch(train) [41][140/1879] lr: 2.0000e-03 eta: 3:18:44 time: 0.9610 data_time: 0.0288 memory: 13712 grad_norm: 4.3861 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.4326 loss: 1.4326 2022/08/11 10:34:07 - mmengine - INFO - Epoch(train) [41][160/1879] lr: 2.0000e-03 eta: 3:18:31 time: 0.7351 data_time: 0.0815 memory: 13712 grad_norm: 4.2579 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.3747 loss: 1.3747 2022/08/11 10:34:23 - mmengine - INFO - Epoch(train) [41][180/1879] lr: 2.0000e-03 eta: 3:18:19 time: 0.8270 data_time: 0.2571 memory: 13712 grad_norm: 4.3204 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.4144 loss: 1.4144 2022/08/11 10:34:39 - mmengine - INFO - Epoch(train) [41][200/1879] lr: 2.0000e-03 eta: 3:18:07 time: 0.7922 data_time: 0.0464 memory: 13712 grad_norm: 4.2103 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.2646 loss: 1.2646 2022/08/11 10:34:55 - mmengine - INFO - Epoch(train) [41][220/1879] lr: 2.0000e-03 eta: 3:17:55 time: 0.8020 data_time: 0.0190 memory: 13712 grad_norm: 4.4020 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.3288 loss: 1.3288 2022/08/11 10:35:09 - mmengine - INFO - Epoch(train) [41][240/1879] lr: 2.0000e-03 eta: 3:17:43 time: 0.7087 data_time: 0.0480 memory: 13712 grad_norm: 4.3251 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4514 loss: 1.4514 2022/08/11 10:35:22 - mmengine - INFO - Epoch(train) [41][260/1879] lr: 2.0000e-03 eta: 3:17:30 time: 0.6340 data_time: 0.0194 memory: 13712 grad_norm: 4.2527 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4044 loss: 1.4044 2022/08/11 10:35:38 - mmengine - INFO - Epoch(train) [41][280/1879] lr: 2.0000e-03 eta: 3:17:18 time: 0.7960 data_time: 0.0179 memory: 13712 grad_norm: 4.2701 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2268 loss: 1.2268 2022/08/11 10:35:53 - mmengine - INFO - Epoch(train) [41][300/1879] lr: 2.0000e-03 eta: 3:17:06 time: 0.7334 data_time: 0.0189 memory: 13712 grad_norm: 4.4059 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.6296 loss: 1.6296 2022/08/11 10:36:09 - mmengine - INFO - Epoch(train) [41][320/1879] lr: 2.0000e-03 eta: 3:16:54 time: 0.8415 data_time: 0.0237 memory: 13712 grad_norm: 4.4844 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4073 loss: 1.4073 2022/08/11 10:36:23 - mmengine - INFO - Epoch(train) [41][340/1879] lr: 2.0000e-03 eta: 3:16:41 time: 0.6620 data_time: 0.0208 memory: 13712 grad_norm: 4.2785 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.3374 loss: 1.3374 2022/08/11 10:36:34 - mmengine - INFO - Epoch(train) [41][360/1879] lr: 2.0000e-03 eta: 3:16:28 time: 0.5792 data_time: 0.0173 memory: 13712 grad_norm: 4.3465 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.4153 loss: 1.4153 2022/08/11 10:36:46 - mmengine - INFO - Epoch(train) [41][380/1879] lr: 2.0000e-03 eta: 3:16:15 time: 0.5832 data_time: 0.0231 memory: 13712 grad_norm: 4.4484 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.4826 loss: 1.4826 2022/08/11 10:36:58 - mmengine - INFO - Epoch(train) [41][400/1879] lr: 2.0000e-03 eta: 3:16:02 time: 0.5825 data_time: 0.0171 memory: 13712 grad_norm: 4.3715 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.3519 loss: 1.3519 2022/08/11 10:37:12 - mmengine - INFO - Epoch(train) [41][420/1879] lr: 2.0000e-03 eta: 3:15:50 time: 0.6980 data_time: 0.0192 memory: 13712 grad_norm: 4.3733 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4558 loss: 1.4558 2022/08/11 10:37:23 - mmengine - INFO - Epoch(train) [41][440/1879] lr: 2.0000e-03 eta: 3:15:37 time: 0.5787 data_time: 0.0177 memory: 13712 grad_norm: 4.4525 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3613 loss: 1.3613 2022/08/11 10:37:35 - mmengine - INFO - Epoch(train) [41][460/1879] lr: 2.0000e-03 eta: 3:15:23 time: 0.5787 data_time: 0.0190 memory: 13712 grad_norm: 4.4516 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.3692 loss: 1.3692 2022/08/11 10:37:46 - mmengine - INFO - Epoch(train) [41][480/1879] lr: 2.0000e-03 eta: 3:15:10 time: 0.5750 data_time: 0.0193 memory: 13712 grad_norm: 4.3863 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.5806 loss: 1.5806 2022/08/11 10:37:58 - mmengine - INFO - Epoch(train) [41][500/1879] lr: 2.0000e-03 eta: 3:14:57 time: 0.5822 data_time: 0.0219 memory: 13712 grad_norm: 4.4023 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3462 loss: 1.3462 2022/08/11 10:38:09 - mmengine - INFO - Epoch(train) [41][520/1879] lr: 2.0000e-03 eta: 3:14:44 time: 0.5799 data_time: 0.0153 memory: 13712 grad_norm: 4.3080 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.4152 loss: 1.4152 2022/08/11 10:38:21 - mmengine - INFO - Epoch(train) [41][540/1879] lr: 2.0000e-03 eta: 3:14:31 time: 0.5868 data_time: 0.0190 memory: 13712 grad_norm: 4.3493 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2229 loss: 1.2229 2022/08/11 10:38:35 - mmengine - INFO - Epoch(train) [41][560/1879] lr: 2.0000e-03 eta: 3:14:19 time: 0.6817 data_time: 0.1076 memory: 13712 grad_norm: 4.3578 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.2896 loss: 1.2896 2022/08/11 10:38:51 - mmengine - INFO - Epoch(train) [41][580/1879] lr: 2.0000e-03 eta: 3:14:07 time: 0.8126 data_time: 0.0168 memory: 13712 grad_norm: 4.3059 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3890 loss: 1.3890 2022/08/11 10:39:05 - mmengine - INFO - Epoch(train) [41][600/1879] lr: 2.0000e-03 eta: 3:13:54 time: 0.6915 data_time: 0.0204 memory: 13712 grad_norm: 4.3927 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4115 loss: 1.4115 2022/08/11 10:39:21 - mmengine - INFO - Epoch(train) [41][620/1879] lr: 2.0000e-03 eta: 3:13:42 time: 0.7882 data_time: 0.0178 memory: 13712 grad_norm: 4.2976 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2341 loss: 1.2341 2022/08/11 10:39:33 - mmengine - INFO - Epoch(train) [41][640/1879] lr: 2.0000e-03 eta: 3:13:29 time: 0.5993 data_time: 0.0297 memory: 13712 grad_norm: 4.2814 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3641 loss: 1.3641 2022/08/11 10:39:46 - mmengine - INFO - Epoch(train) [41][660/1879] lr: 2.0000e-03 eta: 3:13:16 time: 0.6575 data_time: 0.0186 memory: 13712 grad_norm: 4.3333 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.1739 loss: 1.1739 2022/08/11 10:39:58 - mmengine - INFO - Epoch(train) [41][680/1879] lr: 2.0000e-03 eta: 3:13:03 time: 0.5820 data_time: 0.0166 memory: 13712 grad_norm: 4.2904 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.3689 loss: 1.3689 2022/08/11 10:40:12 - mmengine - INFO - Epoch(train) [41][700/1879] lr: 2.0000e-03 eta: 3:12:51 time: 0.7302 data_time: 0.0201 memory: 13712 grad_norm: 4.4075 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3134 loss: 1.3134 2022/08/11 10:40:24 - mmengine - INFO - Epoch(train) [41][720/1879] lr: 2.0000e-03 eta: 3:12:38 time: 0.6013 data_time: 0.0205 memory: 13712 grad_norm: 4.4291 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.2236 loss: 1.2236 2022/08/11 10:40:38 - mmengine - INFO - Epoch(train) [41][740/1879] lr: 2.0000e-03 eta: 3:12:25 time: 0.7031 data_time: 0.1254 memory: 13712 grad_norm: 4.3491 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2086 loss: 1.2086 2022/08/11 10:40:52 - mmengine - INFO - Epoch(train) [41][760/1879] lr: 2.0000e-03 eta: 3:12:13 time: 0.7062 data_time: 0.0185 memory: 13712 grad_norm: 4.2532 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.2846 loss: 1.2846 2022/08/11 10:41:05 - mmengine - INFO - Epoch(train) [41][780/1879] lr: 2.0000e-03 eta: 3:12:00 time: 0.6423 data_time: 0.0157 memory: 13712 grad_norm: 4.4546 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3004 loss: 1.3004 2022/08/11 10:41:17 - mmengine - INFO - Epoch(train) [41][800/1879] lr: 2.0000e-03 eta: 3:11:47 time: 0.5874 data_time: 0.0188 memory: 13712 grad_norm: 4.2604 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3639 loss: 1.3639 2022/08/11 10:41:29 - mmengine - INFO - Epoch(train) [41][820/1879] lr: 2.0000e-03 eta: 3:11:34 time: 0.5870 data_time: 0.0208 memory: 13712 grad_norm: 4.3733 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.2987 loss: 1.2987 2022/08/11 10:41:44 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 10:41:44 - mmengine - INFO - Epoch(train) [41][840/1879] lr: 2.0000e-03 eta: 3:11:22 time: 0.7571 data_time: 0.0159 memory: 13712 grad_norm: 4.3405 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1964 loss: 1.1964 2022/08/11 10:42:00 - mmengine - INFO - Epoch(train) [41][860/1879] lr: 2.0000e-03 eta: 3:11:10 time: 0.7957 data_time: 0.0187 memory: 13712 grad_norm: 4.3308 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4400 loss: 1.4400 2022/08/11 10:42:15 - mmengine - INFO - Epoch(train) [41][880/1879] lr: 2.0000e-03 eta: 3:10:58 time: 0.7686 data_time: 0.0361 memory: 13712 grad_norm: 4.4396 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.3643 loss: 1.3643 2022/08/11 10:42:29 - mmengine - INFO - Epoch(train) [41][900/1879] lr: 2.0000e-03 eta: 3:10:45 time: 0.7017 data_time: 0.0193 memory: 13712 grad_norm: 4.3312 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3611 loss: 1.3611 2022/08/11 10:42:45 - mmengine - INFO - Epoch(train) [41][920/1879] lr: 2.0000e-03 eta: 3:10:33 time: 0.7889 data_time: 0.0429 memory: 13712 grad_norm: 4.3438 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.4779 loss: 1.4779 2022/08/11 10:42:57 - mmengine - INFO - Epoch(train) [41][940/1879] lr: 2.0000e-03 eta: 3:10:20 time: 0.5810 data_time: 0.0158 memory: 13712 grad_norm: 4.4485 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3365 loss: 1.3365 2022/08/11 10:43:13 - mmengine - INFO - Epoch(train) [41][960/1879] lr: 2.0000e-03 eta: 3:10:08 time: 0.7977 data_time: 0.0207 memory: 13712 grad_norm: 4.3768 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4232 loss: 1.4232 2022/08/11 10:43:24 - mmengine - INFO - Epoch(train) [41][980/1879] lr: 2.0000e-03 eta: 3:09:55 time: 0.5853 data_time: 0.0194 memory: 13712 grad_norm: 4.3396 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.1816 loss: 1.1816 2022/08/11 10:43:37 - mmengine - INFO - Epoch(train) [41][1000/1879] lr: 2.0000e-03 eta: 3:09:42 time: 0.6184 data_time: 0.0172 memory: 13712 grad_norm: 4.4568 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4139 loss: 1.4139 2022/08/11 10:43:52 - mmengine - INFO - Epoch(train) [41][1020/1879] lr: 2.0000e-03 eta: 3:09:30 time: 0.7504 data_time: 0.0600 memory: 13712 grad_norm: 4.5035 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3953 loss: 1.3953 2022/08/11 10:44:07 - mmengine - INFO - Epoch(train) [41][1040/1879] lr: 2.0000e-03 eta: 3:09:17 time: 0.7797 data_time: 0.0188 memory: 13712 grad_norm: 4.3584 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.3008 loss: 1.3008 2022/08/11 10:44:19 - mmengine - INFO - Epoch(train) [41][1060/1879] lr: 2.0000e-03 eta: 3:09:04 time: 0.5820 data_time: 0.0175 memory: 13712 grad_norm: 4.4310 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5050 loss: 1.5050 2022/08/11 10:44:31 - mmengine - INFO - Epoch(train) [41][1080/1879] lr: 2.0000e-03 eta: 3:08:51 time: 0.6102 data_time: 0.0189 memory: 13712 grad_norm: 4.4307 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.4868 loss: 1.4868 2022/08/11 10:44:44 - mmengine - INFO - Epoch(train) [41][1100/1879] lr: 2.0000e-03 eta: 3:08:39 time: 0.6462 data_time: 0.0764 memory: 13712 grad_norm: 4.4062 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.2022 loss: 1.2022 2022/08/11 10:44:56 - mmengine - INFO - Epoch(train) [41][1120/1879] lr: 2.0000e-03 eta: 3:08:26 time: 0.5845 data_time: 0.0179 memory: 13712 grad_norm: 4.4290 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3043 loss: 1.3043 2022/08/11 10:45:08 - mmengine - INFO - Epoch(train) [41][1140/1879] lr: 2.0000e-03 eta: 3:08:13 time: 0.6022 data_time: 0.0215 memory: 13712 grad_norm: 4.3476 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.3266 loss: 1.3266 2022/08/11 10:45:20 - mmengine - INFO - Epoch(train) [41][1160/1879] lr: 2.0000e-03 eta: 3:08:00 time: 0.5818 data_time: 0.0166 memory: 13712 grad_norm: 4.5341 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.2513 loss: 1.2513 2022/08/11 10:45:32 - mmengine - INFO - Epoch(train) [41][1180/1879] lr: 2.0000e-03 eta: 3:07:47 time: 0.6177 data_time: 0.0190 memory: 13712 grad_norm: 4.3668 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.4444 loss: 1.4444 2022/08/11 10:45:44 - mmengine - INFO - Epoch(train) [41][1200/1879] lr: 2.0000e-03 eta: 3:07:34 time: 0.6274 data_time: 0.0185 memory: 13712 grad_norm: 4.3533 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.2957 loss: 1.2957 2022/08/11 10:45:58 - mmengine - INFO - Epoch(train) [41][1220/1879] lr: 2.0000e-03 eta: 3:07:21 time: 0.6561 data_time: 0.0189 memory: 13712 grad_norm: 4.4676 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.4300 loss: 1.4300 2022/08/11 10:46:12 - mmengine - INFO - Epoch(train) [41][1240/1879] lr: 2.0000e-03 eta: 3:07:09 time: 0.7165 data_time: 0.0181 memory: 13712 grad_norm: 4.4024 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.4386 loss: 1.4386 2022/08/11 10:46:23 - mmengine - INFO - Epoch(train) [41][1260/1879] lr: 2.0000e-03 eta: 3:06:56 time: 0.5766 data_time: 0.0174 memory: 13712 grad_norm: 4.3709 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.4593 loss: 1.4593 2022/08/11 10:46:35 - mmengine - INFO - Epoch(train) [41][1280/1879] lr: 2.0000e-03 eta: 3:06:43 time: 0.5889 data_time: 0.0180 memory: 13712 grad_norm: 4.4192 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.4082 loss: 1.4082 2022/08/11 10:46:49 - mmengine - INFO - Epoch(train) [41][1300/1879] lr: 2.0000e-03 eta: 3:06:30 time: 0.6752 data_time: 0.0182 memory: 13712 grad_norm: 4.3545 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4205 loss: 1.4205 2022/08/11 10:47:02 - mmengine - INFO - Epoch(train) [41][1320/1879] lr: 2.0000e-03 eta: 3:06:17 time: 0.6710 data_time: 0.0194 memory: 13712 grad_norm: 4.3015 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.3410 loss: 1.3410 2022/08/11 10:47:22 - mmengine - INFO - Epoch(train) [41][1340/1879] lr: 2.0000e-03 eta: 3:06:06 time: 0.9816 data_time: 0.0165 memory: 13712 grad_norm: 4.3383 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.5261 loss: 1.5261 2022/08/11 10:47:34 - mmengine - INFO - Epoch(train) [41][1360/1879] lr: 2.0000e-03 eta: 3:05:53 time: 0.5911 data_time: 0.0277 memory: 13712 grad_norm: 4.3675 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.2297 loss: 1.2297 2022/08/11 10:47:47 - mmengine - INFO - Epoch(train) [41][1380/1879] lr: 2.0000e-03 eta: 3:05:40 time: 0.6716 data_time: 0.0190 memory: 13712 grad_norm: 4.4053 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4519 loss: 1.4519 2022/08/11 10:48:00 - mmengine - INFO - Epoch(train) [41][1400/1879] lr: 2.0000e-03 eta: 3:05:28 time: 0.6473 data_time: 0.0236 memory: 13712 grad_norm: 4.3396 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.2551 loss: 1.2551 2022/08/11 10:48:12 - mmengine - INFO - Epoch(train) [41][1420/1879] lr: 2.0000e-03 eta: 3:05:15 time: 0.5909 data_time: 0.0172 memory: 13712 grad_norm: 4.3944 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4227 loss: 1.4227 2022/08/11 10:48:24 - mmengine - INFO - Epoch(train) [41][1440/1879] lr: 2.0000e-03 eta: 3:05:02 time: 0.5961 data_time: 0.0255 memory: 13712 grad_norm: 4.3993 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4090 loss: 1.4090 2022/08/11 10:48:37 - mmengine - INFO - Epoch(train) [41][1460/1879] lr: 2.0000e-03 eta: 3:04:49 time: 0.6675 data_time: 0.0183 memory: 13712 grad_norm: 4.4143 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.3865 loss: 1.3865 2022/08/11 10:48:49 - mmengine - INFO - Epoch(train) [41][1480/1879] lr: 2.0000e-03 eta: 3:04:36 time: 0.5866 data_time: 0.0175 memory: 13712 grad_norm: 4.4643 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3554 loss: 1.3554 2022/08/11 10:49:01 - mmengine - INFO - Epoch(train) [41][1500/1879] lr: 2.0000e-03 eta: 3:04:23 time: 0.5893 data_time: 0.0184 memory: 13712 grad_norm: 4.4267 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 1.2955 loss: 1.2955 2022/08/11 10:49:13 - mmengine - INFO - Epoch(train) [41][1520/1879] lr: 2.0000e-03 eta: 3:04:10 time: 0.5952 data_time: 0.0197 memory: 13712 grad_norm: 4.3726 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4254 loss: 1.4254 2022/08/11 10:49:24 - mmengine - INFO - Epoch(train) [41][1540/1879] lr: 2.0000e-03 eta: 3:03:57 time: 0.5793 data_time: 0.0199 memory: 13712 grad_norm: 4.3155 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 1.1386 loss: 1.1386 2022/08/11 10:49:36 - mmengine - INFO - Epoch(train) [41][1560/1879] lr: 2.0000e-03 eta: 3:03:44 time: 0.5870 data_time: 0.0161 memory: 13712 grad_norm: 4.4064 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.3182 loss: 1.3182 2022/08/11 10:49:48 - mmengine - INFO - Epoch(train) [41][1580/1879] lr: 2.0000e-03 eta: 3:03:31 time: 0.6230 data_time: 0.0574 memory: 13712 grad_norm: 4.3489 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.4272 loss: 1.4272 2022/08/11 10:50:00 - mmengine - INFO - Epoch(train) [41][1600/1879] lr: 2.0000e-03 eta: 3:03:18 time: 0.5828 data_time: 0.0158 memory: 13712 grad_norm: 4.3434 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.2154 loss: 1.2154 2022/08/11 10:50:12 - mmengine - INFO - Epoch(train) [41][1620/1879] lr: 2.0000e-03 eta: 3:03:05 time: 0.5957 data_time: 0.0192 memory: 13712 grad_norm: 4.4850 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5163 loss: 1.5163 2022/08/11 10:50:24 - mmengine - INFO - Epoch(train) [41][1640/1879] lr: 2.0000e-03 eta: 3:02:52 time: 0.5852 data_time: 0.0167 memory: 13712 grad_norm: 4.5884 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.2093 loss: 1.2093 2022/08/11 10:50:37 - mmengine - INFO - Epoch(train) [41][1660/1879] lr: 2.0000e-03 eta: 3:02:39 time: 0.6621 data_time: 0.0237 memory: 13712 grad_norm: 4.4723 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3827 loss: 1.3827 2022/08/11 10:50:49 - mmengine - INFO - Epoch(train) [41][1680/1879] lr: 2.0000e-03 eta: 3:02:26 time: 0.5905 data_time: 0.0160 memory: 13712 grad_norm: 4.4370 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.2522 loss: 1.2522 2022/08/11 10:51:01 - mmengine - INFO - Epoch(train) [41][1700/1879] lr: 2.0000e-03 eta: 3:02:13 time: 0.5893 data_time: 0.0227 memory: 13712 grad_norm: 4.4552 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.3767 loss: 1.3767 2022/08/11 10:51:12 - mmengine - INFO - Epoch(train) [41][1720/1879] lr: 2.0000e-03 eta: 3:02:00 time: 0.5800 data_time: 0.0185 memory: 13712 grad_norm: 4.2621 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4268 loss: 1.4268 2022/08/11 10:51:25 - mmengine - INFO - Epoch(train) [41][1740/1879] lr: 2.0000e-03 eta: 3:01:47 time: 0.6478 data_time: 0.0695 memory: 13712 grad_norm: 4.4643 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.1483 loss: 1.1483 2022/08/11 10:51:37 - mmengine - INFO - Epoch(train) [41][1760/1879] lr: 2.0000e-03 eta: 3:01:34 time: 0.5836 data_time: 0.0186 memory: 13712 grad_norm: 4.4147 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3950 loss: 1.3950 2022/08/11 10:51:52 - mmengine - INFO - Epoch(train) [41][1780/1879] lr: 2.0000e-03 eta: 3:01:22 time: 0.7348 data_time: 0.1214 memory: 13712 grad_norm: 4.4380 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.1335 loss: 1.1335 2022/08/11 10:52:04 - mmengine - INFO - Epoch(train) [41][1800/1879] lr: 2.0000e-03 eta: 3:01:09 time: 0.6070 data_time: 0.0151 memory: 13712 grad_norm: 4.3728 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.4630 loss: 1.4630 2022/08/11 10:52:18 - mmengine - INFO - Epoch(train) [41][1820/1879] lr: 2.0000e-03 eta: 3:00:56 time: 0.6991 data_time: 0.1219 memory: 13712 grad_norm: 4.3230 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3477 loss: 1.3477 2022/08/11 10:52:32 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 10:52:32 - mmengine - INFO - Epoch(train) [41][1840/1879] lr: 2.0000e-03 eta: 3:00:44 time: 0.6928 data_time: 0.1260 memory: 13712 grad_norm: 4.2807 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4020 loss: 1.4020 2022/08/11 10:52:44 - mmengine - INFO - Epoch(train) [41][1860/1879] lr: 2.0000e-03 eta: 3:00:31 time: 0.6092 data_time: 0.0186 memory: 13712 grad_norm: 4.3861 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.4874 loss: 1.4874 2022/08/11 10:52:59 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 10:52:59 - mmengine - INFO - Epoch(train) [41][1879/1879] lr: 2.0000e-03 eta: 3:00:31 time: 0.7890 data_time: 0.0177 memory: 13712 grad_norm: 4.5205 top1_acc: 0.8571 top5_acc: 1.0000 loss_cls: 1.3056 loss: 1.3056 2022/08/11 10:54:18 - mmengine - INFO - Epoch(val) [41][20/155] eta: 0:08:51 time: 3.9333 data_time: 2.5535 memory: 14838 2022/08/11 10:55:17 - mmengine - INFO - Epoch(val) [41][40/155] eta: 0:05:41 time: 2.9681 data_time: 1.5994 memory: 14838 2022/08/11 10:56:31 - mmengine - INFO - Epoch(val) [41][60/155] eta: 0:05:52 time: 3.7122 data_time: 2.3380 memory: 14838 2022/08/11 10:57:29 - mmengine - INFO - Epoch(val) [41][80/155] eta: 0:03:37 time: 2.9062 data_time: 1.5324 memory: 14838 2022/08/11 10:58:42 - mmengine - INFO - Epoch(val) [41][100/155] eta: 0:03:20 time: 3.6471 data_time: 2.2688 memory: 14838 2022/08/11 10:59:39 - mmengine - INFO - Epoch(val) [41][120/155] eta: 0:01:38 time: 2.8084 data_time: 1.4342 memory: 14838 2022/08/11 11:00:55 - mmengine - INFO - Epoch(val) [41][140/155] eta: 0:00:57 time: 3.8228 data_time: 2.4479 memory: 14838 2022/08/11 11:01:41 - mmengine - INFO - Epoch(val) [41][155/155] acc/top1: 0.7168 acc/top5: 0.9003 acc/mean1: 0.7166 2022/08/11 11:01:59 - mmengine - INFO - Epoch(train) [42][20/1879] lr: 2.0000e-03 eta: 3:00:04 time: 0.9121 data_time: 0.2305 memory: 14838 grad_norm: 4.2422 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.1189 loss: 1.1189 2022/08/11 11:02:11 - mmengine - INFO - Epoch(train) [42][40/1879] lr: 2.0000e-03 eta: 2:59:51 time: 0.6041 data_time: 0.0336 memory: 13712 grad_norm: 4.4845 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.3750 loss: 1.3750 2022/08/11 11:02:24 - mmengine - INFO - Epoch(train) [42][60/1879] lr: 2.0000e-03 eta: 2:59:39 time: 0.6155 data_time: 0.0172 memory: 13712 grad_norm: 4.3228 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3405 loss: 1.3405 2022/08/11 11:02:35 - mmengine - INFO - Epoch(train) [42][80/1879] lr: 2.0000e-03 eta: 2:59:26 time: 0.5865 data_time: 0.0196 memory: 13712 grad_norm: 4.3740 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.2440 loss: 1.2440 2022/08/11 11:02:49 - mmengine - INFO - Epoch(train) [42][100/1879] lr: 2.0000e-03 eta: 2:59:13 time: 0.6965 data_time: 0.1292 memory: 13712 grad_norm: 4.4884 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.2483 loss: 1.2483 2022/08/11 11:03:01 - mmengine - INFO - Epoch(train) [42][120/1879] lr: 2.0000e-03 eta: 2:59:00 time: 0.5815 data_time: 0.0170 memory: 13712 grad_norm: 4.3049 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.3813 loss: 1.3813 2022/08/11 11:03:17 - mmengine - INFO - Epoch(train) [42][140/1879] lr: 2.0000e-03 eta: 2:58:48 time: 0.7848 data_time: 0.0203 memory: 13712 grad_norm: 4.3277 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3340 loss: 1.3340 2022/08/11 11:03:29 - mmengine - INFO - Epoch(train) [42][160/1879] lr: 2.0000e-03 eta: 2:58:35 time: 0.5893 data_time: 0.0177 memory: 13712 grad_norm: 4.4598 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3605 loss: 1.3605 2022/08/11 11:03:41 - mmengine - INFO - Epoch(train) [42][180/1879] lr: 2.0000e-03 eta: 2:58:22 time: 0.6381 data_time: 0.0195 memory: 13712 grad_norm: 4.3568 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.3318 loss: 1.3318 2022/08/11 11:03:55 - mmengine - INFO - Epoch(train) [42][200/1879] lr: 2.0000e-03 eta: 2:58:09 time: 0.6809 data_time: 0.0194 memory: 13712 grad_norm: 4.3244 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3898 loss: 1.3898 2022/08/11 11:04:08 - mmengine - INFO - Epoch(train) [42][220/1879] lr: 2.0000e-03 eta: 2:57:57 time: 0.6571 data_time: 0.0177 memory: 13712 grad_norm: 4.3227 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3697 loss: 1.3697 2022/08/11 11:04:21 - mmengine - INFO - Epoch(train) [42][240/1879] lr: 2.0000e-03 eta: 2:57:44 time: 0.6533 data_time: 0.0179 memory: 13712 grad_norm: 4.3980 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.3957 loss: 1.3957 2022/08/11 11:04:37 - mmengine - INFO - Epoch(train) [42][260/1879] lr: 2.0000e-03 eta: 2:57:32 time: 0.7801 data_time: 0.0210 memory: 13712 grad_norm: 4.5346 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3858 loss: 1.3858 2022/08/11 11:04:48 - mmengine - INFO - Epoch(train) [42][280/1879] lr: 2.0000e-03 eta: 2:57:19 time: 0.5826 data_time: 0.0183 memory: 13712 grad_norm: 4.4477 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3850 loss: 1.3850 2022/08/11 11:05:03 - mmengine - INFO - Epoch(train) [42][300/1879] lr: 2.0000e-03 eta: 2:57:06 time: 0.7268 data_time: 0.0181 memory: 13712 grad_norm: 4.4577 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.2680 loss: 1.2680 2022/08/11 11:05:17 - mmengine - INFO - Epoch(train) [42][320/1879] lr: 2.0000e-03 eta: 2:56:54 time: 0.6772 data_time: 0.0740 memory: 13712 grad_norm: 4.3741 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2329 loss: 1.2329 2022/08/11 11:05:32 - mmengine - INFO - Epoch(train) [42][340/1879] lr: 2.0000e-03 eta: 2:56:41 time: 0.7661 data_time: 0.0175 memory: 13712 grad_norm: 4.3653 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6082 loss: 1.6082 2022/08/11 11:05:43 - mmengine - INFO - Epoch(train) [42][360/1879] lr: 2.0000e-03 eta: 2:56:28 time: 0.5812 data_time: 0.0196 memory: 13712 grad_norm: 4.3746 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.2395 loss: 1.2395 2022/08/11 11:05:55 - mmengine - INFO - Epoch(train) [42][380/1879] lr: 2.0000e-03 eta: 2:56:15 time: 0.5794 data_time: 0.0177 memory: 13712 grad_norm: 4.3390 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.2741 loss: 1.2741 2022/08/11 11:06:07 - mmengine - INFO - Epoch(train) [42][400/1879] lr: 2.0000e-03 eta: 2:56:02 time: 0.5802 data_time: 0.0202 memory: 13712 grad_norm: 4.3824 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3285 loss: 1.3285 2022/08/11 11:06:18 - mmengine - INFO - Epoch(train) [42][420/1879] lr: 2.0000e-03 eta: 2:55:49 time: 0.5806 data_time: 0.0171 memory: 13712 grad_norm: 4.4127 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3844 loss: 1.3844 2022/08/11 11:06:30 - mmengine - INFO - Epoch(train) [42][440/1879] lr: 2.0000e-03 eta: 2:55:36 time: 0.5859 data_time: 0.0202 memory: 13712 grad_norm: 4.3568 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2345 loss: 1.2345 2022/08/11 11:06:42 - mmengine - INFO - Epoch(train) [42][460/1879] lr: 2.0000e-03 eta: 2:55:23 time: 0.5852 data_time: 0.0188 memory: 13712 grad_norm: 4.4226 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.3158 loss: 1.3158 2022/08/11 11:06:54 - mmengine - INFO - Epoch(train) [42][480/1879] lr: 2.0000e-03 eta: 2:55:10 time: 0.6323 data_time: 0.0198 memory: 13712 grad_norm: 4.2641 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2631 loss: 1.2631 2022/08/11 11:07:06 - mmengine - INFO - Epoch(train) [42][500/1879] lr: 2.0000e-03 eta: 2:54:57 time: 0.5807 data_time: 0.0182 memory: 13712 grad_norm: 4.3772 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.2476 loss: 1.2476 2022/08/11 11:07:19 - mmengine - INFO - Epoch(train) [42][520/1879] lr: 2.0000e-03 eta: 2:54:45 time: 0.6725 data_time: 0.0217 memory: 13712 grad_norm: 4.4141 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4461 loss: 1.4461 2022/08/11 11:07:31 - mmengine - INFO - Epoch(train) [42][540/1879] lr: 2.0000e-03 eta: 2:54:32 time: 0.5845 data_time: 0.0196 memory: 13712 grad_norm: 4.4582 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5500 loss: 1.5500 2022/08/11 11:07:43 - mmengine - INFO - Epoch(train) [42][560/1879] lr: 2.0000e-03 eta: 2:54:19 time: 0.5798 data_time: 0.0168 memory: 13712 grad_norm: 4.4365 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3442 loss: 1.3442 2022/08/11 11:07:59 - mmengine - INFO - Epoch(train) [42][580/1879] lr: 2.0000e-03 eta: 2:54:06 time: 0.7948 data_time: 0.0214 memory: 13712 grad_norm: 4.3856 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4244 loss: 1.4244 2022/08/11 11:08:15 - mmengine - INFO - Epoch(train) [42][600/1879] lr: 2.0000e-03 eta: 2:53:54 time: 0.7954 data_time: 0.0167 memory: 13712 grad_norm: 4.4447 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5493 loss: 1.5493 2022/08/11 11:08:27 - mmengine - INFO - Epoch(train) [42][620/1879] lr: 2.0000e-03 eta: 2:53:41 time: 0.6388 data_time: 0.0187 memory: 13712 grad_norm: 4.4631 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.5561 loss: 1.5561 2022/08/11 11:08:43 - mmengine - INFO - Epoch(train) [42][640/1879] lr: 2.0000e-03 eta: 2:53:29 time: 0.7637 data_time: 0.0166 memory: 13712 grad_norm: 4.2112 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2696 loss: 1.2696 2022/08/11 11:08:56 - mmengine - INFO - Epoch(train) [42][660/1879] lr: 2.0000e-03 eta: 2:53:17 time: 0.6889 data_time: 0.1252 memory: 13712 grad_norm: 4.4891 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.4442 loss: 1.4442 2022/08/11 11:09:09 - mmengine - INFO - Epoch(train) [42][680/1879] lr: 2.0000e-03 eta: 2:53:04 time: 0.6470 data_time: 0.0814 memory: 13712 grad_norm: 4.4301 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 1.3548 loss: 1.3548 2022/08/11 11:09:22 - mmengine - INFO - Epoch(train) [42][700/1879] lr: 2.0000e-03 eta: 2:52:51 time: 0.6085 data_time: 0.0166 memory: 13712 grad_norm: 4.4751 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.3681 loss: 1.3681 2022/08/11 11:09:33 - mmengine - INFO - Epoch(train) [42][720/1879] lr: 2.0000e-03 eta: 2:52:38 time: 0.5841 data_time: 0.0199 memory: 13712 grad_norm: 4.4697 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.4034 loss: 1.4034 2022/08/11 11:09:48 - mmengine - INFO - Epoch(train) [42][740/1879] lr: 2.0000e-03 eta: 2:52:25 time: 0.7382 data_time: 0.1749 memory: 13712 grad_norm: 4.3928 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.3982 loss: 1.3982 2022/08/11 11:10:00 - mmengine - INFO - Epoch(train) [42][760/1879] lr: 2.0000e-03 eta: 2:52:12 time: 0.5789 data_time: 0.0176 memory: 13712 grad_norm: 4.4739 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.4004 loss: 1.4004 2022/08/11 11:10:13 - mmengine - INFO - Epoch(train) [42][780/1879] lr: 2.0000e-03 eta: 2:52:00 time: 0.6798 data_time: 0.0209 memory: 13712 grad_norm: 4.2700 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3538 loss: 1.3538 2022/08/11 11:10:28 - mmengine - INFO - Epoch(train) [42][800/1879] lr: 2.0000e-03 eta: 2:51:47 time: 0.7577 data_time: 0.0178 memory: 13712 grad_norm: 4.3671 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2865 loss: 1.2865 2022/08/11 11:10:40 - mmengine - INFO - Epoch(train) [42][820/1879] lr: 2.0000e-03 eta: 2:51:34 time: 0.5729 data_time: 0.0177 memory: 13712 grad_norm: 4.4285 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3685 loss: 1.3685 2022/08/11 11:10:52 - mmengine - INFO - Epoch(train) [42][840/1879] lr: 2.0000e-03 eta: 2:51:21 time: 0.5821 data_time: 0.0176 memory: 13712 grad_norm: 4.3252 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.3006 loss: 1.3006 2022/08/11 11:11:03 - mmengine - INFO - Epoch(train) [42][860/1879] lr: 2.0000e-03 eta: 2:51:08 time: 0.5845 data_time: 0.0183 memory: 13712 grad_norm: 4.3693 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.2964 loss: 1.2964 2022/08/11 11:11:15 - mmengine - INFO - Epoch(train) [42][880/1879] lr: 2.0000e-03 eta: 2:50:55 time: 0.5805 data_time: 0.0178 memory: 13712 grad_norm: 4.3472 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.1555 loss: 1.1555 2022/08/11 11:11:28 - mmengine - INFO - Epoch(train) [42][900/1879] lr: 2.0000e-03 eta: 2:50:43 time: 0.6800 data_time: 0.1188 memory: 13712 grad_norm: 4.4119 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.4517 loss: 1.4517 2022/08/11 11:11:40 - mmengine - INFO - Epoch(train) [42][920/1879] lr: 2.0000e-03 eta: 2:50:30 time: 0.5790 data_time: 0.0168 memory: 13712 grad_norm: 4.4597 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.1802 loss: 1.1802 2022/08/11 11:11:52 - mmengine - INFO - Epoch(train) [42][940/1879] lr: 2.0000e-03 eta: 2:50:17 time: 0.5803 data_time: 0.0194 memory: 13712 grad_norm: 4.5166 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3064 loss: 1.3064 2022/08/11 11:12:04 - mmengine - INFO - Epoch(train) [42][960/1879] lr: 2.0000e-03 eta: 2:50:04 time: 0.6052 data_time: 0.0188 memory: 13712 grad_norm: 4.4352 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3803 loss: 1.3803 2022/08/11 11:12:04 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 11:12:15 - mmengine - INFO - Epoch(train) [42][980/1879] lr: 2.0000e-03 eta: 2:49:51 time: 0.5777 data_time: 0.0173 memory: 13712 grad_norm: 4.4550 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3155 loss: 1.3155 2022/08/11 11:12:27 - mmengine - INFO - Epoch(train) [42][1000/1879] lr: 2.0000e-03 eta: 2:49:38 time: 0.5875 data_time: 0.0194 memory: 13712 grad_norm: 4.5942 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3271 loss: 1.3271 2022/08/11 11:12:39 - mmengine - INFO - Epoch(train) [42][1020/1879] lr: 2.0000e-03 eta: 2:49:25 time: 0.5808 data_time: 0.0184 memory: 13712 grad_norm: 4.4799 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.3226 loss: 1.3226 2022/08/11 11:12:51 - mmengine - INFO - Epoch(train) [42][1040/1879] lr: 2.0000e-03 eta: 2:49:12 time: 0.6040 data_time: 0.0191 memory: 13712 grad_norm: 4.4076 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3568 loss: 1.3568 2022/08/11 11:13:03 - mmengine - INFO - Epoch(train) [42][1060/1879] lr: 2.0000e-03 eta: 2:48:59 time: 0.6291 data_time: 0.0150 memory: 13712 grad_norm: 4.4369 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3348 loss: 1.3348 2022/08/11 11:13:15 - mmengine - INFO - Epoch(train) [42][1080/1879] lr: 2.0000e-03 eta: 2:48:46 time: 0.5933 data_time: 0.0193 memory: 13712 grad_norm: 4.3138 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.3038 loss: 1.3038 2022/08/11 11:13:29 - mmengine - INFO - Epoch(train) [42][1100/1879] lr: 2.0000e-03 eta: 2:48:33 time: 0.7076 data_time: 0.1356 memory: 13712 grad_norm: 4.4036 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3214 loss: 1.3214 2022/08/11 11:13:41 - mmengine - INFO - Epoch(train) [42][1120/1879] lr: 2.0000e-03 eta: 2:48:20 time: 0.5803 data_time: 0.0137 memory: 13712 grad_norm: 4.5116 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.4214 loss: 1.4214 2022/08/11 11:13:53 - mmengine - INFO - Epoch(train) [42][1140/1879] lr: 2.0000e-03 eta: 2:48:07 time: 0.5928 data_time: 0.0185 memory: 13712 grad_norm: 4.4840 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3169 loss: 1.3169 2022/08/11 11:14:05 - mmengine - INFO - Epoch(train) [42][1160/1879] lr: 2.0000e-03 eta: 2:47:54 time: 0.5855 data_time: 0.0183 memory: 13712 grad_norm: 4.4013 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.4295 loss: 1.4295 2022/08/11 11:14:19 - mmengine - INFO - Epoch(train) [42][1180/1879] lr: 2.0000e-03 eta: 2:47:42 time: 0.6990 data_time: 0.0186 memory: 13712 grad_norm: 4.4726 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5404 loss: 1.5404 2022/08/11 11:14:30 - mmengine - INFO - Epoch(train) [42][1200/1879] lr: 2.0000e-03 eta: 2:47:29 time: 0.5847 data_time: 0.0186 memory: 13712 grad_norm: 4.5650 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.6239 loss: 1.6239 2022/08/11 11:14:42 - mmengine - INFO - Epoch(train) [42][1220/1879] lr: 2.0000e-03 eta: 2:47:16 time: 0.5884 data_time: 0.0246 memory: 13712 grad_norm: 4.3442 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.3818 loss: 1.3818 2022/08/11 11:14:54 - mmengine - INFO - Epoch(train) [42][1240/1879] lr: 2.0000e-03 eta: 2:47:03 time: 0.5843 data_time: 0.0199 memory: 13712 grad_norm: 4.3864 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4743 loss: 1.4743 2022/08/11 11:15:06 - mmengine - INFO - Epoch(train) [42][1260/1879] lr: 2.0000e-03 eta: 2:46:50 time: 0.5863 data_time: 0.0172 memory: 13712 grad_norm: 4.5095 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4073 loss: 1.4073 2022/08/11 11:15:18 - mmengine - INFO - Epoch(train) [42][1280/1879] lr: 2.0000e-03 eta: 2:46:37 time: 0.6059 data_time: 0.0339 memory: 13712 grad_norm: 4.4898 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2770 loss: 1.2770 2022/08/11 11:15:29 - mmengine - INFO - Epoch(train) [42][1300/1879] lr: 2.0000e-03 eta: 2:46:24 time: 0.5807 data_time: 0.0188 memory: 13712 grad_norm: 4.4496 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4627 loss: 1.4627 2022/08/11 11:15:41 - mmengine - INFO - Epoch(train) [42][1320/1879] lr: 2.0000e-03 eta: 2:46:11 time: 0.5944 data_time: 0.0253 memory: 13712 grad_norm: 4.6293 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6314 loss: 1.6314 2022/08/11 11:15:53 - mmengine - INFO - Epoch(train) [42][1340/1879] lr: 2.0000e-03 eta: 2:45:58 time: 0.6037 data_time: 0.0202 memory: 13712 grad_norm: 4.4534 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3658 loss: 1.3658 2022/08/11 11:16:05 - mmengine - INFO - Epoch(train) [42][1360/1879] lr: 2.0000e-03 eta: 2:45:45 time: 0.5884 data_time: 0.0233 memory: 13712 grad_norm: 4.4757 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.3615 loss: 1.3615 2022/08/11 11:16:17 - mmengine - INFO - Epoch(train) [42][1380/1879] lr: 2.0000e-03 eta: 2:45:32 time: 0.5798 data_time: 0.0180 memory: 13712 grad_norm: 4.4186 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3306 loss: 1.3306 2022/08/11 11:16:28 - mmengine - INFO - Epoch(train) [42][1400/1879] lr: 2.0000e-03 eta: 2:45:19 time: 0.5919 data_time: 0.0189 memory: 13712 grad_norm: 4.4858 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4013 loss: 1.4013 2022/08/11 11:16:41 - mmengine - INFO - Epoch(train) [42][1420/1879] lr: 2.0000e-03 eta: 2:45:06 time: 0.6112 data_time: 0.0182 memory: 13712 grad_norm: 4.3467 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4165 loss: 1.4165 2022/08/11 11:16:52 - mmengine - INFO - Epoch(train) [42][1440/1879] lr: 2.0000e-03 eta: 2:44:53 time: 0.5772 data_time: 0.0161 memory: 13712 grad_norm: 4.4861 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.3289 loss: 1.3289 2022/08/11 11:17:04 - mmengine - INFO - Epoch(train) [42][1460/1879] lr: 2.0000e-03 eta: 2:44:40 time: 0.5794 data_time: 0.0179 memory: 13712 grad_norm: 4.5751 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5395 loss: 1.5395 2022/08/11 11:17:15 - mmengine - INFO - Epoch(train) [42][1480/1879] lr: 2.0000e-03 eta: 2:44:27 time: 0.5738 data_time: 0.0201 memory: 13712 grad_norm: 4.4075 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3415 loss: 1.3415 2022/08/11 11:17:27 - mmengine - INFO - Epoch(train) [42][1500/1879] lr: 2.0000e-03 eta: 2:44:14 time: 0.5797 data_time: 0.0189 memory: 13712 grad_norm: 4.3510 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.2892 loss: 1.2892 2022/08/11 11:17:38 - mmengine - INFO - Epoch(train) [42][1520/1879] lr: 2.0000e-03 eta: 2:44:01 time: 0.5721 data_time: 0.0169 memory: 13712 grad_norm: 4.3871 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3156 loss: 1.3156 2022/08/11 11:17:50 - mmengine - INFO - Epoch(train) [42][1540/1879] lr: 2.0000e-03 eta: 2:43:48 time: 0.5727 data_time: 0.0191 memory: 13712 grad_norm: 4.5271 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.3588 loss: 1.3588 2022/08/11 11:18:01 - mmengine - INFO - Epoch(train) [42][1560/1879] lr: 2.0000e-03 eta: 2:43:35 time: 0.5752 data_time: 0.0176 memory: 13712 grad_norm: 4.5070 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4097 loss: 1.4097 2022/08/11 11:18:13 - mmengine - INFO - Epoch(train) [42][1580/1879] lr: 2.0000e-03 eta: 2:43:22 time: 0.5765 data_time: 0.0194 memory: 13712 grad_norm: 4.3538 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.3888 loss: 1.3888 2022/08/11 11:18:24 - mmengine - INFO - Epoch(train) [42][1600/1879] lr: 2.0000e-03 eta: 2:43:09 time: 0.5761 data_time: 0.0191 memory: 13712 grad_norm: 4.4299 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.1891 loss: 1.1891 2022/08/11 11:18:36 - mmengine - INFO - Epoch(train) [42][1620/1879] lr: 2.0000e-03 eta: 2:42:56 time: 0.5747 data_time: 0.0196 memory: 13712 grad_norm: 4.4538 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3256 loss: 1.3256 2022/08/11 11:18:48 - mmengine - INFO - Epoch(train) [42][1640/1879] lr: 2.0000e-03 eta: 2:42:43 time: 0.5834 data_time: 0.0224 memory: 13712 grad_norm: 4.3570 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.0790 loss: 1.0790 2022/08/11 11:18:59 - mmengine - INFO - Epoch(train) [42][1660/1879] lr: 2.0000e-03 eta: 2:42:30 time: 0.5796 data_time: 0.0166 memory: 13712 grad_norm: 4.4344 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3064 loss: 1.3064 2022/08/11 11:19:11 - mmengine - INFO - Epoch(train) [42][1680/1879] lr: 2.0000e-03 eta: 2:42:17 time: 0.5813 data_time: 0.0199 memory: 13712 grad_norm: 4.4118 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5084 loss: 1.5084 2022/08/11 11:19:22 - mmengine - INFO - Epoch(train) [42][1700/1879] lr: 2.0000e-03 eta: 2:42:04 time: 0.5787 data_time: 0.0172 memory: 13712 grad_norm: 4.3453 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1709 loss: 1.1709 2022/08/11 11:19:34 - mmengine - INFO - Epoch(train) [42][1720/1879] lr: 2.0000e-03 eta: 2:41:50 time: 0.5765 data_time: 0.0172 memory: 13712 grad_norm: 4.4831 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.2706 loss: 1.2706 2022/08/11 11:19:45 - mmengine - INFO - Epoch(train) [42][1740/1879] lr: 2.0000e-03 eta: 2:41:37 time: 0.5725 data_time: 0.0182 memory: 13712 grad_norm: 4.4664 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.4693 loss: 1.4693 2022/08/11 11:19:57 - mmengine - INFO - Epoch(train) [42][1760/1879] lr: 2.0000e-03 eta: 2:41:24 time: 0.5768 data_time: 0.0206 memory: 13712 grad_norm: 4.3392 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4666 loss: 1.4666 2022/08/11 11:20:09 - mmengine - INFO - Epoch(train) [42][1780/1879] lr: 2.0000e-03 eta: 2:41:11 time: 0.5995 data_time: 0.0312 memory: 13712 grad_norm: 4.4470 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.4981 loss: 1.4981 2022/08/11 11:20:21 - mmengine - INFO - Epoch(train) [42][1800/1879] lr: 2.0000e-03 eta: 2:40:59 time: 0.5984 data_time: 0.0321 memory: 13712 grad_norm: 4.5128 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3557 loss: 1.3557 2022/08/11 11:20:32 - mmengine - INFO - Epoch(train) [42][1820/1879] lr: 2.0000e-03 eta: 2:40:45 time: 0.5733 data_time: 0.0178 memory: 13712 grad_norm: 4.5214 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3027 loss: 1.3027 2022/08/11 11:20:44 - mmengine - INFO - Epoch(train) [42][1840/1879] lr: 2.0000e-03 eta: 2:40:32 time: 0.5726 data_time: 0.0179 memory: 13712 grad_norm: 4.3485 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3657 loss: 1.3657 2022/08/11 11:20:55 - mmengine - INFO - Epoch(train) [42][1860/1879] lr: 2.0000e-03 eta: 2:40:19 time: 0.5744 data_time: 0.0189 memory: 13712 grad_norm: 4.4054 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.3265 loss: 1.3265 2022/08/11 11:21:06 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 11:21:06 - mmengine - INFO - Epoch(train) [42][1879/1879] lr: 2.0000e-03 eta: 2:40:19 time: 0.5664 data_time: 0.0157 memory: 13712 grad_norm: 4.5124 top1_acc: 0.5714 top5_acc: 0.5714 loss_cls: 1.4320 loss: 1.4320 2022/08/11 11:21:06 - mmengine - INFO - Saving checkpoint at 42 epochs 2022/08/11 11:22:29 - mmengine - INFO - Epoch(val) [42][20/155] eta: 0:09:03 time: 4.0254 data_time: 2.6517 memory: 14838 2022/08/11 11:23:25 - mmengine - INFO - Epoch(val) [42][40/155] eta: 0:05:22 time: 2.8048 data_time: 1.4273 memory: 14838 2022/08/11 11:24:33 - mmengine - INFO - Epoch(val) [42][60/155] eta: 0:05:24 time: 3.4172 data_time: 2.0425 memory: 14838 2022/08/11 11:25:33 - mmengine - INFO - Epoch(val) [42][80/155] eta: 0:03:44 time: 2.9979 data_time: 1.6265 memory: 14838 2022/08/11 11:26:46 - mmengine - INFO - Epoch(val) [42][100/155] eta: 0:03:19 time: 3.6334 data_time: 2.2554 memory: 14838 2022/08/11 11:27:46 - mmengine - INFO - Epoch(val) [42][120/155] eta: 0:01:45 time: 3.0196 data_time: 1.6407 memory: 14838 2022/08/11 11:29:05 - mmengine - INFO - Epoch(val) [42][140/155] eta: 0:00:59 time: 3.9544 data_time: 2.5825 memory: 14838 2022/08/11 11:29:44 - mmengine - INFO - Epoch(val) [42][155/155] acc/top1: 0.7169 acc/top5: 0.9023 acc/mean1: 0.7168 2022/08/11 11:30:07 - mmengine - INFO - Epoch(train) [43][20/1879] lr: 2.0000e-03 eta: 2:39:54 time: 1.1693 data_time: 0.1159 memory: 14838 grad_norm: 4.2921 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.3003 loss: 1.3003 2022/08/11 11:30:21 - mmengine - INFO - Epoch(train) [43][40/1879] lr: 2.0000e-03 eta: 2:39:42 time: 0.6754 data_time: 0.0283 memory: 13712 grad_norm: 4.3858 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4267 loss: 1.4267 2022/08/11 11:30:35 - mmengine - INFO - Epoch(train) [43][60/1879] lr: 2.0000e-03 eta: 2:39:29 time: 0.6897 data_time: 0.0177 memory: 13712 grad_norm: 4.4057 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3942 loss: 1.3942 2022/08/11 11:30:46 - mmengine - INFO - Epoch(train) [43][80/1879] lr: 2.0000e-03 eta: 2:39:16 time: 0.5813 data_time: 0.0173 memory: 13712 grad_norm: 4.4621 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3447 loss: 1.3447 2022/08/11 11:30:48 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 11:30:58 - mmengine - INFO - Epoch(train) [43][100/1879] lr: 2.0000e-03 eta: 2:39:03 time: 0.5850 data_time: 0.0191 memory: 13712 grad_norm: 4.3623 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3225 loss: 1.3225 2022/08/11 11:31:10 - mmengine - INFO - Epoch(train) [43][120/1879] lr: 2.0000e-03 eta: 2:38:50 time: 0.6018 data_time: 0.0174 memory: 13712 grad_norm: 4.4910 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.5112 loss: 1.5112 2022/08/11 11:31:23 - mmengine - INFO - Epoch(train) [43][140/1879] lr: 2.0000e-03 eta: 2:38:37 time: 0.6385 data_time: 0.0189 memory: 13712 grad_norm: 4.4106 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.3574 loss: 1.3574 2022/08/11 11:31:34 - mmengine - INFO - Epoch(train) [43][160/1879] lr: 2.0000e-03 eta: 2:38:24 time: 0.5799 data_time: 0.0204 memory: 13712 grad_norm: 4.3942 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4304 loss: 1.4304 2022/08/11 11:31:46 - mmengine - INFO - Epoch(train) [43][180/1879] lr: 2.0000e-03 eta: 2:38:11 time: 0.5838 data_time: 0.0185 memory: 13712 grad_norm: 4.3779 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.2753 loss: 1.2753 2022/08/11 11:31:58 - mmengine - INFO - Epoch(train) [43][200/1879] lr: 2.0000e-03 eta: 2:37:58 time: 0.5830 data_time: 0.0188 memory: 13712 grad_norm: 4.4272 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4561 loss: 1.4561 2022/08/11 11:32:10 - mmengine - INFO - Epoch(train) [43][220/1879] lr: 2.0000e-03 eta: 2:37:45 time: 0.6076 data_time: 0.0179 memory: 13712 grad_norm: 4.3814 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.2037 loss: 1.2037 2022/08/11 11:32:22 - mmengine - INFO - Epoch(train) [43][240/1879] lr: 2.0000e-03 eta: 2:37:32 time: 0.5848 data_time: 0.0193 memory: 13712 grad_norm: 4.4514 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4002 loss: 1.4002 2022/08/11 11:32:36 - mmengine - INFO - Epoch(train) [43][260/1879] lr: 2.0000e-03 eta: 2:37:20 time: 0.6929 data_time: 0.0186 memory: 13712 grad_norm: 4.4640 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.3487 loss: 1.3487 2022/08/11 11:32:47 - mmengine - INFO - Epoch(train) [43][280/1879] lr: 2.0000e-03 eta: 2:37:07 time: 0.5799 data_time: 0.0179 memory: 13712 grad_norm: 4.5250 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.4177 loss: 1.4177 2022/08/11 11:32:59 - mmengine - INFO - Epoch(train) [43][300/1879] lr: 2.0000e-03 eta: 2:36:54 time: 0.5802 data_time: 0.0191 memory: 13712 grad_norm: 4.4864 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4521 loss: 1.4521 2022/08/11 11:33:10 - mmengine - INFO - Epoch(train) [43][320/1879] lr: 2.0000e-03 eta: 2:36:41 time: 0.5804 data_time: 0.0170 memory: 13712 grad_norm: 4.5267 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.2508 loss: 1.2508 2022/08/11 11:33:23 - mmengine - INFO - Epoch(train) [43][340/1879] lr: 2.0000e-03 eta: 2:36:28 time: 0.6406 data_time: 0.0186 memory: 13712 grad_norm: 4.5051 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.1578 loss: 1.1578 2022/08/11 11:33:37 - mmengine - INFO - Epoch(train) [43][360/1879] lr: 2.0000e-03 eta: 2:36:15 time: 0.6822 data_time: 0.0192 memory: 13712 grad_norm: 4.4751 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.3599 loss: 1.3599 2022/08/11 11:33:51 - mmengine - INFO - Epoch(train) [43][380/1879] lr: 2.0000e-03 eta: 2:36:03 time: 0.7111 data_time: 0.0186 memory: 13712 grad_norm: 4.5183 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3574 loss: 1.3574 2022/08/11 11:34:04 - mmengine - INFO - Epoch(train) [43][400/1879] lr: 2.0000e-03 eta: 2:35:50 time: 0.6359 data_time: 0.0174 memory: 13712 grad_norm: 4.4329 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.3522 loss: 1.3522 2022/08/11 11:34:16 - mmengine - INFO - Epoch(train) [43][420/1879] lr: 2.0000e-03 eta: 2:35:37 time: 0.5912 data_time: 0.0212 memory: 13712 grad_norm: 4.3344 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.3531 loss: 1.3531 2022/08/11 11:34:29 - mmengine - INFO - Epoch(train) [43][440/1879] lr: 2.0000e-03 eta: 2:35:25 time: 0.6901 data_time: 0.0159 memory: 13712 grad_norm: 4.3997 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.4421 loss: 1.4421 2022/08/11 11:34:43 - mmengine - INFO - Epoch(train) [43][460/1879] lr: 2.0000e-03 eta: 2:35:12 time: 0.6775 data_time: 0.0720 memory: 13712 grad_norm: 4.4509 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.4318 loss: 1.4318 2022/08/11 11:34:56 - mmengine - INFO - Epoch(train) [43][480/1879] lr: 2.0000e-03 eta: 2:34:59 time: 0.6396 data_time: 0.0150 memory: 13712 grad_norm: 4.3685 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1965 loss: 1.1965 2022/08/11 11:35:08 - mmengine - INFO - Epoch(train) [43][500/1879] lr: 2.0000e-03 eta: 2:34:46 time: 0.5985 data_time: 0.0186 memory: 13712 grad_norm: 4.4121 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3451 loss: 1.3451 2022/08/11 11:35:20 - mmengine - INFO - Epoch(train) [43][520/1879] lr: 2.0000e-03 eta: 2:34:33 time: 0.6192 data_time: 0.0463 memory: 13712 grad_norm: 4.5536 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4682 loss: 1.4682 2022/08/11 11:35:32 - mmengine - INFO - Epoch(train) [43][540/1879] lr: 2.0000e-03 eta: 2:34:20 time: 0.5855 data_time: 0.0196 memory: 13712 grad_norm: 4.5281 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3995 loss: 1.3995 2022/08/11 11:35:44 - mmengine - INFO - Epoch(train) [43][560/1879] lr: 2.0000e-03 eta: 2:34:07 time: 0.5795 data_time: 0.0209 memory: 13712 grad_norm: 4.3420 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4382 loss: 1.4382 2022/08/11 11:35:55 - mmengine - INFO - Epoch(train) [43][580/1879] lr: 2.0000e-03 eta: 2:33:54 time: 0.5962 data_time: 0.0173 memory: 13712 grad_norm: 4.5448 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.3077 loss: 1.3077 2022/08/11 11:36:07 - mmengine - INFO - Epoch(train) [43][600/1879] lr: 2.0000e-03 eta: 2:33:41 time: 0.5855 data_time: 0.0266 memory: 13712 grad_norm: 4.4275 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.2785 loss: 1.2785 2022/08/11 11:36:19 - mmengine - INFO - Epoch(train) [43][620/1879] lr: 2.0000e-03 eta: 2:33:28 time: 0.5779 data_time: 0.0176 memory: 13712 grad_norm: 4.4525 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.4032 loss: 1.4032 2022/08/11 11:36:30 - mmengine - INFO - Epoch(train) [43][640/1879] lr: 2.0000e-03 eta: 2:33:15 time: 0.5749 data_time: 0.0178 memory: 13712 grad_norm: 4.4388 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.2244 loss: 1.2244 2022/08/11 11:36:42 - mmengine - INFO - Epoch(train) [43][660/1879] lr: 2.0000e-03 eta: 2:33:02 time: 0.5784 data_time: 0.0192 memory: 13712 grad_norm: 4.4468 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.4273 loss: 1.4273 2022/08/11 11:36:53 - mmengine - INFO - Epoch(train) [43][680/1879] lr: 2.0000e-03 eta: 2:32:49 time: 0.5755 data_time: 0.0199 memory: 13712 grad_norm: 4.4646 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3697 loss: 1.3697 2022/08/11 11:37:05 - mmengine - INFO - Epoch(train) [43][700/1879] lr: 2.0000e-03 eta: 2:32:36 time: 0.5768 data_time: 0.0184 memory: 13712 grad_norm: 4.5666 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.4491 loss: 1.4491 2022/08/11 11:37:17 - mmengine - INFO - Epoch(train) [43][720/1879] lr: 2.0000e-03 eta: 2:32:24 time: 0.5995 data_time: 0.0197 memory: 13712 grad_norm: 4.5150 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.4579 loss: 1.4579 2022/08/11 11:37:28 - mmengine - INFO - Epoch(train) [43][740/1879] lr: 2.0000e-03 eta: 2:32:11 time: 0.5756 data_time: 0.0201 memory: 13712 grad_norm: 4.5034 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 1.4909 loss: 1.4909 2022/08/11 11:37:40 - mmengine - INFO - Epoch(train) [43][760/1879] lr: 2.0000e-03 eta: 2:31:58 time: 0.5746 data_time: 0.0141 memory: 13712 grad_norm: 4.5280 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.3188 loss: 1.3188 2022/08/11 11:37:51 - mmengine - INFO - Epoch(train) [43][780/1879] lr: 2.0000e-03 eta: 2:31:45 time: 0.5757 data_time: 0.0186 memory: 13712 grad_norm: 4.2709 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.1259 loss: 1.1259 2022/08/11 11:38:03 - mmengine - INFO - Epoch(train) [43][800/1879] lr: 2.0000e-03 eta: 2:31:32 time: 0.5721 data_time: 0.0177 memory: 13712 grad_norm: 4.5255 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.0775 loss: 1.0775 2022/08/11 11:38:15 - mmengine - INFO - Epoch(train) [43][820/1879] lr: 2.0000e-03 eta: 2:31:19 time: 0.5827 data_time: 0.0221 memory: 13712 grad_norm: 4.5098 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4994 loss: 1.4994 2022/08/11 11:38:26 - mmengine - INFO - Epoch(train) [43][840/1879] lr: 2.0000e-03 eta: 2:31:06 time: 0.5954 data_time: 0.0332 memory: 13712 grad_norm: 4.4104 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2145 loss: 1.2145 2022/08/11 11:38:38 - mmengine - INFO - Epoch(train) [43][860/1879] lr: 2.0000e-03 eta: 2:30:53 time: 0.5819 data_time: 0.0190 memory: 13712 grad_norm: 4.4958 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.3175 loss: 1.3175 2022/08/11 11:38:50 - mmengine - INFO - Epoch(train) [43][880/1879] lr: 2.0000e-03 eta: 2:30:40 time: 0.5763 data_time: 0.0172 memory: 13712 grad_norm: 4.5014 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3450 loss: 1.3450 2022/08/11 11:39:01 - mmengine - INFO - Epoch(train) [43][900/1879] lr: 2.0000e-03 eta: 2:30:27 time: 0.5776 data_time: 0.0174 memory: 13712 grad_norm: 4.4684 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.2893 loss: 1.2893 2022/08/11 11:39:13 - mmengine - INFO - Epoch(train) [43][920/1879] lr: 2.0000e-03 eta: 2:30:14 time: 0.5725 data_time: 0.0189 memory: 13712 grad_norm: 4.4864 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3656 loss: 1.3656 2022/08/11 11:39:24 - mmengine - INFO - Epoch(train) [43][940/1879] lr: 2.0000e-03 eta: 2:30:01 time: 0.5734 data_time: 0.0193 memory: 13712 grad_norm: 4.5462 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3952 loss: 1.3952 2022/08/11 11:39:36 - mmengine - INFO - Epoch(train) [43][960/1879] lr: 2.0000e-03 eta: 2:29:48 time: 0.5758 data_time: 0.0181 memory: 13712 grad_norm: 4.5712 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3910 loss: 1.3910 2022/08/11 11:39:47 - mmengine - INFO - Epoch(train) [43][980/1879] lr: 2.0000e-03 eta: 2:29:35 time: 0.5790 data_time: 0.0181 memory: 13712 grad_norm: 4.4992 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.3954 loss: 1.3954 2022/08/11 11:39:59 - mmengine - INFO - Epoch(train) [43][1000/1879] lr: 2.0000e-03 eta: 2:29:22 time: 0.5765 data_time: 0.0167 memory: 13712 grad_norm: 4.4765 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3704 loss: 1.3704 2022/08/11 11:40:10 - mmengine - INFO - Epoch(train) [43][1020/1879] lr: 2.0000e-03 eta: 2:29:09 time: 0.5745 data_time: 0.0191 memory: 13712 grad_norm: 4.4832 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.2608 loss: 1.2608 2022/08/11 11:40:22 - mmengine - INFO - Epoch(train) [43][1040/1879] lr: 2.0000e-03 eta: 2:28:56 time: 0.5972 data_time: 0.0237 memory: 13712 grad_norm: 4.4990 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4210 loss: 1.4210 2022/08/11 11:40:34 - mmengine - INFO - Epoch(train) [43][1060/1879] lr: 2.0000e-03 eta: 2:28:43 time: 0.5756 data_time: 0.0193 memory: 13712 grad_norm: 4.4674 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.3561 loss: 1.3561 2022/08/11 11:40:47 - mmengine - INFO - Epoch(train) [43][1080/1879] lr: 2.0000e-03 eta: 2:28:30 time: 0.6578 data_time: 0.0175 memory: 13712 grad_norm: 4.3137 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3037 loss: 1.3037 2022/08/11 11:40:48 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 11:40:59 - mmengine - INFO - Epoch(train) [43][1100/1879] lr: 2.0000e-03 eta: 2:28:17 time: 0.5821 data_time: 0.0195 memory: 13712 grad_norm: 4.4744 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.4975 loss: 1.4975 2022/08/11 11:41:14 - mmengine - INFO - Epoch(train) [43][1120/1879] lr: 2.0000e-03 eta: 2:28:05 time: 0.7805 data_time: 0.0176 memory: 13712 grad_norm: 4.6633 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5732 loss: 1.5732 2022/08/11 11:41:27 - mmengine - INFO - Epoch(train) [43][1140/1879] lr: 2.0000e-03 eta: 2:27:52 time: 0.6563 data_time: 0.0249 memory: 13712 grad_norm: 4.4829 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.3954 loss: 1.3954 2022/08/11 11:41:39 - mmengine - INFO - Epoch(train) [43][1160/1879] lr: 2.0000e-03 eta: 2:27:39 time: 0.5846 data_time: 0.0171 memory: 13712 grad_norm: 4.4218 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5338 loss: 1.5338 2022/08/11 11:41:53 - mmengine - INFO - Epoch(train) [43][1180/1879] lr: 2.0000e-03 eta: 2:27:26 time: 0.6788 data_time: 0.0184 memory: 13712 grad_norm: 4.5367 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.2024 loss: 1.2024 2022/08/11 11:42:05 - mmengine - INFO - Epoch(train) [43][1200/1879] lr: 2.0000e-03 eta: 2:27:14 time: 0.6069 data_time: 0.0196 memory: 13712 grad_norm: 4.4460 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.3898 loss: 1.3898 2022/08/11 11:42:20 - mmengine - INFO - Epoch(train) [43][1220/1879] lr: 2.0000e-03 eta: 2:27:01 time: 0.7515 data_time: 0.0172 memory: 13712 grad_norm: 4.5221 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.2704 loss: 1.2704 2022/08/11 11:42:33 - mmengine - INFO - Epoch(train) [43][1240/1879] lr: 2.0000e-03 eta: 2:26:49 time: 0.6728 data_time: 0.0189 memory: 13712 grad_norm: 4.4835 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.4721 loss: 1.4721 2022/08/11 11:42:46 - mmengine - INFO - Epoch(train) [43][1260/1879] lr: 2.0000e-03 eta: 2:26:36 time: 0.6156 data_time: 0.0168 memory: 13712 grad_norm: 4.5125 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.2339 loss: 1.2339 2022/08/11 11:42:57 - mmengine - INFO - Epoch(train) [43][1280/1879] lr: 2.0000e-03 eta: 2:26:23 time: 0.5906 data_time: 0.0180 memory: 13712 grad_norm: 4.3589 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.1565 loss: 1.1565 2022/08/11 11:43:11 - mmengine - INFO - Epoch(train) [43][1300/1879] lr: 2.0000e-03 eta: 2:26:10 time: 0.6812 data_time: 0.0193 memory: 13712 grad_norm: 4.5455 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.2756 loss: 1.2756 2022/08/11 11:43:24 - mmengine - INFO - Epoch(train) [43][1320/1879] lr: 2.0000e-03 eta: 2:25:57 time: 0.6286 data_time: 0.0179 memory: 13712 grad_norm: 4.4372 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3522 loss: 1.3522 2022/08/11 11:43:37 - mmengine - INFO - Epoch(train) [43][1340/1879] lr: 2.0000e-03 eta: 2:25:45 time: 0.6447 data_time: 0.0178 memory: 13712 grad_norm: 4.5645 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.3828 loss: 1.3828 2022/08/11 11:43:52 - mmengine - INFO - Epoch(train) [43][1360/1879] lr: 2.0000e-03 eta: 2:25:32 time: 0.7685 data_time: 0.0178 memory: 13712 grad_norm: 4.5409 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.3211 loss: 1.3211 2022/08/11 11:44:04 - mmengine - INFO - Epoch(train) [43][1380/1879] lr: 2.0000e-03 eta: 2:25:19 time: 0.6205 data_time: 0.0182 memory: 13712 grad_norm: 4.3687 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.3309 loss: 1.3309 2022/08/11 11:44:18 - mmengine - INFO - Epoch(train) [43][1400/1879] lr: 2.0000e-03 eta: 2:25:07 time: 0.6741 data_time: 0.0178 memory: 13712 grad_norm: 4.4688 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3529 loss: 1.3529 2022/08/11 11:44:43 - mmengine - INFO - Epoch(train) [43][1420/1879] lr: 2.0000e-03 eta: 2:24:56 time: 1.2813 data_time: 0.0175 memory: 13712 grad_norm: 4.5749 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3382 loss: 1.3382 2022/08/11 11:44:55 - mmengine - INFO - Epoch(train) [43][1440/1879] lr: 2.0000e-03 eta: 2:24:43 time: 0.5775 data_time: 0.0186 memory: 13712 grad_norm: 4.6140 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.6801 loss: 1.6801 2022/08/11 11:45:13 - mmengine - INFO - Epoch(train) [43][1460/1879] lr: 2.0000e-03 eta: 2:24:31 time: 0.8840 data_time: 0.0171 memory: 13712 grad_norm: 4.4297 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.4560 loss: 1.4560 2022/08/11 11:45:30 - mmengine - INFO - Epoch(train) [43][1480/1879] lr: 2.0000e-03 eta: 2:24:19 time: 0.8854 data_time: 0.0181 memory: 13712 grad_norm: 4.5757 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.3708 loss: 1.3708 2022/08/11 11:45:43 - mmengine - INFO - Epoch(train) [43][1500/1879] lr: 2.0000e-03 eta: 2:24:06 time: 0.6400 data_time: 0.0184 memory: 13712 grad_norm: 4.4865 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3545 loss: 1.3545 2022/08/11 11:46:02 - mmengine - INFO - Epoch(train) [43][1520/1879] lr: 2.0000e-03 eta: 2:23:55 time: 0.9324 data_time: 0.0180 memory: 13712 grad_norm: 4.3906 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.2495 loss: 1.2495 2022/08/11 11:46:16 - mmengine - INFO - Epoch(train) [43][1540/1879] lr: 2.0000e-03 eta: 2:23:42 time: 0.7199 data_time: 0.0198 memory: 13712 grad_norm: 4.6471 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.3429 loss: 1.3429 2022/08/11 11:46:34 - mmengine - INFO - Epoch(train) [43][1560/1879] lr: 2.0000e-03 eta: 2:23:30 time: 0.8641 data_time: 0.0166 memory: 13712 grad_norm: 4.4619 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.2120 loss: 1.2120 2022/08/11 11:46:53 - mmengine - INFO - Epoch(train) [43][1580/1879] lr: 2.0000e-03 eta: 2:23:18 time: 0.9512 data_time: 0.0168 memory: 13712 grad_norm: 4.5367 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4594 loss: 1.4594 2022/08/11 11:47:05 - mmengine - INFO - Epoch(train) [43][1600/1879] lr: 2.0000e-03 eta: 2:23:06 time: 0.6132 data_time: 0.0188 memory: 13712 grad_norm: 4.4729 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1878 loss: 1.1878 2022/08/11 11:47:24 - mmengine - INFO - Epoch(train) [43][1620/1879] lr: 2.0000e-03 eta: 2:22:54 time: 0.9782 data_time: 0.0159 memory: 13712 grad_norm: 4.5564 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.4385 loss: 1.4385 2022/08/11 11:47:40 - mmengine - INFO - Epoch(train) [43][1640/1879] lr: 2.0000e-03 eta: 2:22:41 time: 0.7557 data_time: 0.0192 memory: 13712 grad_norm: 4.5049 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.4469 loss: 1.4469 2022/08/11 11:47:57 - mmengine - INFO - Epoch(train) [43][1660/1879] lr: 2.0000e-03 eta: 2:22:29 time: 0.8632 data_time: 0.0173 memory: 13712 grad_norm: 4.5713 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4446 loss: 1.4446 2022/08/11 11:48:15 - mmengine - INFO - Epoch(train) [43][1680/1879] lr: 2.0000e-03 eta: 2:22:17 time: 0.8882 data_time: 0.0238 memory: 13712 grad_norm: 4.5047 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.3849 loss: 1.3849 2022/08/11 11:48:32 - mmengine - INFO - Epoch(train) [43][1700/1879] lr: 2.0000e-03 eta: 2:22:05 time: 0.8813 data_time: 0.0171 memory: 13712 grad_norm: 4.4957 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.3343 loss: 1.3343 2022/08/11 11:48:49 - mmengine - INFO - Epoch(train) [43][1720/1879] lr: 2.0000e-03 eta: 2:21:53 time: 0.8404 data_time: 0.0177 memory: 13712 grad_norm: 4.5602 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.4842 loss: 1.4842 2022/08/11 11:49:02 - mmengine - INFO - Epoch(train) [43][1740/1879] lr: 2.0000e-03 eta: 2:21:41 time: 0.6561 data_time: 0.0176 memory: 13712 grad_norm: 4.4386 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2461 loss: 1.2461 2022/08/11 11:49:22 - mmengine - INFO - Epoch(train) [43][1760/1879] lr: 2.0000e-03 eta: 2:21:29 time: 0.9832 data_time: 0.0178 memory: 13712 grad_norm: 4.5995 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.2969 loss: 1.2969 2022/08/11 11:49:33 - mmengine - INFO - Epoch(train) [43][1780/1879] lr: 2.0000e-03 eta: 2:21:16 time: 0.5795 data_time: 0.0190 memory: 13712 grad_norm: 4.4706 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3485 loss: 1.3485 2022/08/11 11:49:49 - mmengine - INFO - Epoch(train) [43][1800/1879] lr: 2.0000e-03 eta: 2:21:04 time: 0.7747 data_time: 0.0179 memory: 13712 grad_norm: 4.4930 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.2068 loss: 1.2068 2022/08/11 11:50:05 - mmengine - INFO - Epoch(train) [43][1820/1879] lr: 2.0000e-03 eta: 2:20:51 time: 0.8181 data_time: 0.0234 memory: 13712 grad_norm: 4.6031 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5381 loss: 1.5381 2022/08/11 11:50:25 - mmengine - INFO - Epoch(train) [43][1840/1879] lr: 2.0000e-03 eta: 2:20:40 time: 0.9727 data_time: 0.0184 memory: 13712 grad_norm: 4.4900 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3766 loss: 1.3766 2022/08/11 11:50:38 - mmengine - INFO - Epoch(train) [43][1860/1879] lr: 2.0000e-03 eta: 2:20:27 time: 0.6529 data_time: 0.0182 memory: 13712 grad_norm: 4.5258 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 1.5551 loss: 1.5551 2022/08/11 11:50:53 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 11:50:53 - mmengine - INFO - Epoch(train) [43][1879/1879] lr: 2.0000e-03 eta: 2:20:27 time: 0.7955 data_time: 0.0159 memory: 13712 grad_norm: 4.7637 top1_acc: 0.2857 top5_acc: 0.8571 loss_cls: 1.4027 loss: 1.4027 2022/08/11 11:52:21 - mmengine - INFO - Epoch(val) [43][20/155] eta: 0:09:49 time: 4.3704 data_time: 2.9951 memory: 14838 2022/08/11 11:53:14 - mmengine - INFO - Epoch(val) [43][40/155] eta: 0:05:07 time: 2.6747 data_time: 1.2990 memory: 14838 2022/08/11 11:54:28 - mmengine - INFO - Epoch(val) [43][60/155] eta: 0:05:49 time: 3.6813 data_time: 2.3032 memory: 14838 2022/08/11 11:55:28 - mmengine - INFO - Epoch(val) [43][80/155] eta: 0:03:46 time: 3.0242 data_time: 1.6550 memory: 14838 2022/08/11 11:56:41 - mmengine - INFO - Epoch(val) [43][100/155] eta: 0:03:20 time: 3.6531 data_time: 2.2773 memory: 14838 2022/08/11 11:57:50 - mmengine - INFO - Epoch(val) [43][120/155] eta: 0:01:59 time: 3.4209 data_time: 2.0472 memory: 14838 2022/08/11 11:59:12 - mmengine - INFO - Epoch(val) [43][140/155] eta: 0:01:01 time: 4.1308 data_time: 2.7683 memory: 14838 2022/08/11 11:59:52 - mmengine - INFO - Epoch(val) [43][155/155] acc/top1: 0.7168 acc/top5: 0.9014 acc/mean1: 0.7167 2022/08/11 12:00:20 - mmengine - INFO - Epoch(train) [44][20/1879] lr: 2.0000e-03 eta: 2:20:02 time: 1.3880 data_time: 0.1062 memory: 14838 grad_norm: 4.4190 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.3280 loss: 1.3280 2022/08/11 12:00:35 - mmengine - INFO - Epoch(train) [44][40/1879] lr: 2.0000e-03 eta: 2:19:50 time: 0.7495 data_time: 0.0210 memory: 13712 grad_norm: 4.4475 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.2896 loss: 1.2896 2022/08/11 12:00:48 - mmengine - INFO - Epoch(train) [44][60/1879] lr: 2.0000e-03 eta: 2:19:37 time: 0.6612 data_time: 0.0170 memory: 13712 grad_norm: 4.5445 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3802 loss: 1.3802 2022/08/11 12:01:06 - mmengine - INFO - Epoch(train) [44][80/1879] lr: 2.0000e-03 eta: 2:19:25 time: 0.8859 data_time: 0.0181 memory: 13712 grad_norm: 4.3602 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.4031 loss: 1.4031 2022/08/11 12:01:19 - mmengine - INFO - Epoch(train) [44][100/1879] lr: 2.0000e-03 eta: 2:19:12 time: 0.6273 data_time: 0.0195 memory: 13712 grad_norm: 4.3990 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.2932 loss: 1.2932 2022/08/11 12:01:33 - mmengine - INFO - Epoch(train) [44][120/1879] lr: 2.0000e-03 eta: 2:19:00 time: 0.7218 data_time: 0.0181 memory: 13712 grad_norm: 4.4208 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.2469 loss: 1.2469 2022/08/11 12:01:51 - mmengine - INFO - Epoch(train) [44][140/1879] lr: 2.0000e-03 eta: 2:18:48 time: 0.9137 data_time: 0.0187 memory: 13712 grad_norm: 4.5122 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.4952 loss: 1.4952 2022/08/11 12:02:07 - mmengine - INFO - Epoch(train) [44][160/1879] lr: 2.0000e-03 eta: 2:18:36 time: 0.7821 data_time: 0.0181 memory: 13712 grad_norm: 4.5108 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3241 loss: 1.3241 2022/08/11 12:02:29 - mmengine - INFO - Epoch(train) [44][180/1879] lr: 2.0000e-03 eta: 2:18:24 time: 1.0872 data_time: 0.0175 memory: 13712 grad_norm: 4.5383 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.3239 loss: 1.3239 2022/08/11 12:02:45 - mmengine - INFO - Epoch(train) [44][200/1879] lr: 2.0000e-03 eta: 2:18:12 time: 0.7982 data_time: 0.0174 memory: 13712 grad_norm: 4.4975 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.2900 loss: 1.2900 2022/08/11 12:02:47 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 12:02:59 - mmengine - INFO - Epoch(train) [44][220/1879] lr: 2.0000e-03 eta: 2:17:59 time: 0.6849 data_time: 0.0181 memory: 13712 grad_norm: 4.4852 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.2538 loss: 1.2538 2022/08/11 12:03:19 - mmengine - INFO - Epoch(train) [44][240/1879] lr: 2.0000e-03 eta: 2:17:48 time: 1.0316 data_time: 0.0236 memory: 13712 grad_norm: 4.5711 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2860 loss: 1.2860 2022/08/11 12:03:31 - mmengine - INFO - Epoch(train) [44][260/1879] lr: 2.0000e-03 eta: 2:17:35 time: 0.6169 data_time: 0.0209 memory: 13712 grad_norm: 4.3664 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.2155 loss: 1.2155 2022/08/11 12:03:46 - mmengine - INFO - Epoch(train) [44][280/1879] lr: 2.0000e-03 eta: 2:17:22 time: 0.7258 data_time: 0.0178 memory: 13712 grad_norm: 4.5617 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4146 loss: 1.4146 2022/08/11 12:04:00 - mmengine - INFO - Epoch(train) [44][300/1879] lr: 2.0000e-03 eta: 2:17:10 time: 0.7138 data_time: 0.0181 memory: 13712 grad_norm: 4.4503 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3930 loss: 1.3930 2022/08/11 12:04:12 - mmengine - INFO - Epoch(train) [44][320/1879] lr: 2.0000e-03 eta: 2:16:57 time: 0.5833 data_time: 0.0187 memory: 13712 grad_norm: 4.4548 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3421 loss: 1.3421 2022/08/11 12:04:24 - mmengine - INFO - Epoch(train) [44][340/1879] lr: 2.0000e-03 eta: 2:16:44 time: 0.6130 data_time: 0.0174 memory: 13712 grad_norm: 4.4392 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1567 loss: 1.1567 2022/08/11 12:04:36 - mmengine - INFO - Epoch(train) [44][360/1879] lr: 2.0000e-03 eta: 2:16:31 time: 0.5852 data_time: 0.0174 memory: 13712 grad_norm: 4.5824 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.4170 loss: 1.4170 2022/08/11 12:04:48 - mmengine - INFO - Epoch(train) [44][380/1879] lr: 2.0000e-03 eta: 2:16:18 time: 0.5788 data_time: 0.0188 memory: 13712 grad_norm: 4.6106 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4430 loss: 1.4430 2022/08/11 12:04:59 - mmengine - INFO - Epoch(train) [44][400/1879] lr: 2.0000e-03 eta: 2:16:05 time: 0.5826 data_time: 0.0172 memory: 13712 grad_norm: 4.4070 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3012 loss: 1.3012 2022/08/11 12:05:11 - mmengine - INFO - Epoch(train) [44][420/1879] lr: 2.0000e-03 eta: 2:15:52 time: 0.5875 data_time: 0.0218 memory: 13712 grad_norm: 4.4501 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.4018 loss: 1.4018 2022/08/11 12:05:23 - mmengine - INFO - Epoch(train) [44][440/1879] lr: 2.0000e-03 eta: 2:15:39 time: 0.6039 data_time: 0.0155 memory: 13712 grad_norm: 4.3431 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.3522 loss: 1.3522 2022/08/11 12:05:35 - mmengine - INFO - Epoch(train) [44][460/1879] lr: 2.0000e-03 eta: 2:15:26 time: 0.5875 data_time: 0.0181 memory: 13712 grad_norm: 4.4119 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.2348 loss: 1.2348 2022/08/11 12:05:52 - mmengine - INFO - Epoch(train) [44][480/1879] lr: 2.0000e-03 eta: 2:15:14 time: 0.8786 data_time: 0.0175 memory: 13712 grad_norm: 4.4628 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1556 loss: 1.1556 2022/08/11 12:06:04 - mmengine - INFO - Epoch(train) [44][500/1879] lr: 2.0000e-03 eta: 2:15:01 time: 0.6021 data_time: 0.0201 memory: 13712 grad_norm: 4.6589 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3613 loss: 1.3613 2022/08/11 12:06:16 - mmengine - INFO - Epoch(train) [44][520/1879] lr: 2.0000e-03 eta: 2:14:48 time: 0.5951 data_time: 0.0155 memory: 13712 grad_norm: 4.5074 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.4345 loss: 1.4345 2022/08/11 12:06:29 - mmengine - INFO - Epoch(train) [44][540/1879] lr: 2.0000e-03 eta: 2:14:35 time: 0.6252 data_time: 0.0218 memory: 13712 grad_norm: 4.4209 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.2659 loss: 1.2659 2022/08/11 12:06:48 - mmengine - INFO - Epoch(train) [44][560/1879] lr: 2.0000e-03 eta: 2:14:23 time: 0.9545 data_time: 0.0151 memory: 13712 grad_norm: 4.5582 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.2787 loss: 1.2787 2022/08/11 12:07:07 - mmengine - INFO - Epoch(train) [44][580/1879] lr: 2.0000e-03 eta: 2:14:12 time: 0.9508 data_time: 0.0190 memory: 13712 grad_norm: 4.3878 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.2809 loss: 1.2809 2022/08/11 12:07:19 - mmengine - INFO - Epoch(train) [44][600/1879] lr: 2.0000e-03 eta: 2:13:59 time: 0.5907 data_time: 0.0189 memory: 13712 grad_norm: 4.5799 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.3723 loss: 1.3723 2022/08/11 12:07:34 - mmengine - INFO - Epoch(train) [44][620/1879] lr: 2.0000e-03 eta: 2:13:46 time: 0.7354 data_time: 0.0189 memory: 13712 grad_norm: 4.3908 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.3072 loss: 1.3072 2022/08/11 12:07:46 - mmengine - INFO - Epoch(train) [44][640/1879] lr: 2.0000e-03 eta: 2:13:33 time: 0.6214 data_time: 0.0178 memory: 13712 grad_norm: 4.5911 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3792 loss: 1.3792 2022/08/11 12:07:58 - mmengine - INFO - Epoch(train) [44][660/1879] lr: 2.0000e-03 eta: 2:13:20 time: 0.5916 data_time: 0.0172 memory: 13712 grad_norm: 4.5507 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3197 loss: 1.3197 2022/08/11 12:08:10 - mmengine - INFO - Epoch(train) [44][680/1879] lr: 2.0000e-03 eta: 2:13:07 time: 0.6031 data_time: 0.0185 memory: 13712 grad_norm: 4.5312 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.4785 loss: 1.4785 2022/08/11 12:08:23 - mmengine - INFO - Epoch(train) [44][700/1879] lr: 2.0000e-03 eta: 2:12:55 time: 0.6594 data_time: 0.0191 memory: 13712 grad_norm: 4.4868 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.2707 loss: 1.2707 2022/08/11 12:08:36 - mmengine - INFO - Epoch(train) [44][720/1879] lr: 2.0000e-03 eta: 2:12:42 time: 0.6665 data_time: 0.0174 memory: 13712 grad_norm: 4.5672 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.1919 loss: 1.1919 2022/08/11 12:08:49 - mmengine - INFO - Epoch(train) [44][740/1879] lr: 2.0000e-03 eta: 2:12:29 time: 0.6142 data_time: 0.0487 memory: 13712 grad_norm: 4.6672 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.3978 loss: 1.3978 2022/08/11 12:09:02 - mmengine - INFO - Epoch(train) [44][760/1879] lr: 2.0000e-03 eta: 2:12:16 time: 0.6887 data_time: 0.1216 memory: 13712 grad_norm: 4.5136 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2835 loss: 1.2835 2022/08/11 12:09:17 - mmengine - INFO - Epoch(train) [44][780/1879] lr: 2.0000e-03 eta: 2:12:04 time: 0.7060 data_time: 0.0182 memory: 13712 grad_norm: 4.5302 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.4433 loss: 1.4433 2022/08/11 12:09:28 - mmengine - INFO - Epoch(train) [44][800/1879] lr: 2.0000e-03 eta: 2:11:51 time: 0.5847 data_time: 0.0169 memory: 13712 grad_norm: 4.5710 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.3590 loss: 1.3590 2022/08/11 12:09:40 - mmengine - INFO - Epoch(train) [44][820/1879] lr: 2.0000e-03 eta: 2:11:38 time: 0.5829 data_time: 0.0174 memory: 13712 grad_norm: 4.5093 top1_acc: 0.6875 top5_acc: 0.6875 loss_cls: 1.3943 loss: 1.3943 2022/08/11 12:09:53 - mmengine - INFO - Epoch(train) [44][840/1879] lr: 2.0000e-03 eta: 2:11:25 time: 0.6751 data_time: 0.0179 memory: 13712 grad_norm: 4.5916 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4730 loss: 1.4730 2022/08/11 12:10:06 - mmengine - INFO - Epoch(train) [44][860/1879] lr: 2.0000e-03 eta: 2:11:12 time: 0.6162 data_time: 0.0189 memory: 13712 grad_norm: 4.6384 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.5377 loss: 1.5377 2022/08/11 12:10:18 - mmengine - INFO - Epoch(train) [44][880/1879] lr: 2.0000e-03 eta: 2:10:59 time: 0.6151 data_time: 0.0492 memory: 13712 grad_norm: 4.5359 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.2594 loss: 1.2594 2022/08/11 12:10:33 - mmengine - INFO - Epoch(train) [44][900/1879] lr: 2.0000e-03 eta: 2:10:47 time: 0.7229 data_time: 0.0195 memory: 13712 grad_norm: 4.5511 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.2805 loss: 1.2805 2022/08/11 12:10:45 - mmengine - INFO - Epoch(train) [44][920/1879] lr: 2.0000e-03 eta: 2:10:34 time: 0.6257 data_time: 0.0164 memory: 13712 grad_norm: 4.5524 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 1.3753 loss: 1.3753 2022/08/11 12:10:58 - mmengine - INFO - Epoch(train) [44][940/1879] lr: 2.0000e-03 eta: 2:10:21 time: 0.6213 data_time: 0.0228 memory: 13712 grad_norm: 4.5872 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3309 loss: 1.3309 2022/08/11 12:11:09 - mmengine - INFO - Epoch(train) [44][960/1879] lr: 2.0000e-03 eta: 2:10:08 time: 0.5782 data_time: 0.0152 memory: 13712 grad_norm: 4.5941 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3872 loss: 1.3872 2022/08/11 12:11:22 - mmengine - INFO - Epoch(train) [44][980/1879] lr: 2.0000e-03 eta: 2:09:55 time: 0.6281 data_time: 0.0204 memory: 13712 grad_norm: 4.3927 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.3666 loss: 1.3666 2022/08/11 12:11:35 - mmengine - INFO - Epoch(train) [44][1000/1879] lr: 2.0000e-03 eta: 2:09:42 time: 0.6402 data_time: 0.0237 memory: 13712 grad_norm: 4.5808 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.2643 loss: 1.2643 2022/08/11 12:11:47 - mmengine - INFO - Epoch(train) [44][1020/1879] lr: 2.0000e-03 eta: 2:09:30 time: 0.6170 data_time: 0.0192 memory: 13712 grad_norm: 4.4773 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3224 loss: 1.3224 2022/08/11 12:11:59 - mmengine - INFO - Epoch(train) [44][1040/1879] lr: 2.0000e-03 eta: 2:09:17 time: 0.6159 data_time: 0.0173 memory: 13712 grad_norm: 4.4679 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4018 loss: 1.4018 2022/08/11 12:12:14 - mmengine - INFO - Epoch(train) [44][1060/1879] lr: 2.0000e-03 eta: 2:09:04 time: 0.7108 data_time: 0.1450 memory: 13712 grad_norm: 4.5279 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.3906 loss: 1.3906 2022/08/11 12:12:26 - mmengine - INFO - Epoch(train) [44][1080/1879] lr: 2.0000e-03 eta: 2:08:51 time: 0.6092 data_time: 0.0253 memory: 13712 grad_norm: 4.6032 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3647 loss: 1.3647 2022/08/11 12:12:37 - mmengine - INFO - Epoch(train) [44][1100/1879] lr: 2.0000e-03 eta: 2:08:38 time: 0.5844 data_time: 0.0168 memory: 13712 grad_norm: 4.3944 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.3144 loss: 1.3144 2022/08/11 12:12:49 - mmengine - INFO - Epoch(train) [44][1120/1879] lr: 2.0000e-03 eta: 2:08:25 time: 0.5871 data_time: 0.0185 memory: 13712 grad_norm: 4.4446 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5885 loss: 1.5885 2022/08/11 12:13:06 - mmengine - INFO - Epoch(train) [44][1140/1879] lr: 2.0000e-03 eta: 2:08:13 time: 0.8694 data_time: 0.0185 memory: 13712 grad_norm: 4.4494 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3009 loss: 1.3009 2022/08/11 12:13:23 - mmengine - INFO - Epoch(train) [44][1160/1879] lr: 2.0000e-03 eta: 2:08:01 time: 0.8285 data_time: 0.0204 memory: 13712 grad_norm: 4.4595 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 1.3113 loss: 1.3113 2022/08/11 12:13:35 - mmengine - INFO - Epoch(train) [44][1180/1879] lr: 2.0000e-03 eta: 2:07:48 time: 0.5779 data_time: 0.0188 memory: 13712 grad_norm: 4.6036 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.2819 loss: 1.2819 2022/08/11 12:13:47 - mmengine - INFO - Epoch(train) [44][1200/1879] lr: 2.0000e-03 eta: 2:07:35 time: 0.5955 data_time: 0.0198 memory: 13712 grad_norm: 4.6165 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.3136 loss: 1.3136 2022/08/11 12:13:48 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 12:14:01 - mmengine - INFO - Epoch(train) [44][1220/1879] lr: 2.0000e-03 eta: 2:07:22 time: 0.7034 data_time: 0.0195 memory: 13712 grad_norm: 4.5156 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3088 loss: 1.3088 2022/08/11 12:14:12 - mmengine - INFO - Epoch(train) [44][1240/1879] lr: 2.0000e-03 eta: 2:07:09 time: 0.5818 data_time: 0.0157 memory: 13712 grad_norm: 4.5844 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3685 loss: 1.3685 2022/08/11 12:14:27 - mmengine - INFO - Epoch(train) [44][1260/1879] lr: 2.0000e-03 eta: 2:06:57 time: 0.7523 data_time: 0.0191 memory: 13712 grad_norm: 4.4865 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4818 loss: 1.4818 2022/08/11 12:14:39 - mmengine - INFO - Epoch(train) [44][1280/1879] lr: 2.0000e-03 eta: 2:06:44 time: 0.5822 data_time: 0.0177 memory: 13712 grad_norm: 4.5987 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.2509 loss: 1.2509 2022/08/11 12:14:55 - mmengine - INFO - Epoch(train) [44][1300/1879] lr: 2.0000e-03 eta: 2:06:31 time: 0.8003 data_time: 0.2325 memory: 13712 grad_norm: 4.6094 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4902 loss: 1.4902 2022/08/11 12:15:08 - mmengine - INFO - Epoch(train) [44][1320/1879] lr: 2.0000e-03 eta: 2:06:19 time: 0.6558 data_time: 0.0873 memory: 13712 grad_norm: 4.5579 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.2713 loss: 1.2713 2022/08/11 12:15:20 - mmengine - INFO - Epoch(train) [44][1340/1879] lr: 2.0000e-03 eta: 2:06:06 time: 0.6182 data_time: 0.0459 memory: 13712 grad_norm: 4.5459 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3226 loss: 1.3226 2022/08/11 12:15:38 - mmengine - INFO - Epoch(train) [44][1360/1879] lr: 2.0000e-03 eta: 2:05:54 time: 0.8824 data_time: 0.0172 memory: 13712 grad_norm: 4.5874 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3647 loss: 1.3647 2022/08/11 12:15:51 - mmengine - INFO - Epoch(train) [44][1380/1879] lr: 2.0000e-03 eta: 2:05:41 time: 0.6262 data_time: 0.0208 memory: 13712 grad_norm: 4.4915 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.4654 loss: 1.4654 2022/08/11 12:16:03 - mmengine - INFO - Epoch(train) [44][1400/1879] lr: 2.0000e-03 eta: 2:05:28 time: 0.6353 data_time: 0.0151 memory: 13712 grad_norm: 4.5380 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.2040 loss: 1.2040 2022/08/11 12:16:22 - mmengine - INFO - Epoch(train) [44][1420/1879] lr: 2.0000e-03 eta: 2:05:16 time: 0.9090 data_time: 0.0198 memory: 13712 grad_norm: 4.6057 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3205 loss: 1.3205 2022/08/11 12:16:33 - mmengine - INFO - Epoch(train) [44][1440/1879] lr: 2.0000e-03 eta: 2:05:03 time: 0.5904 data_time: 0.0264 memory: 13712 grad_norm: 4.5084 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.3619 loss: 1.3619 2022/08/11 12:16:46 - mmengine - INFO - Epoch(train) [44][1460/1879] lr: 2.0000e-03 eta: 2:04:50 time: 0.6080 data_time: 0.0178 memory: 13712 grad_norm: 4.6371 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4407 loss: 1.4407 2022/08/11 12:17:03 - mmengine - INFO - Epoch(train) [44][1480/1879] lr: 2.0000e-03 eta: 2:04:38 time: 0.8672 data_time: 0.0175 memory: 13712 grad_norm: 4.5816 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.3492 loss: 1.3492 2022/08/11 12:17:15 - mmengine - INFO - Epoch(train) [44][1500/1879] lr: 2.0000e-03 eta: 2:04:25 time: 0.5843 data_time: 0.0204 memory: 13712 grad_norm: 4.5898 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2712 loss: 1.2712 2022/08/11 12:17:27 - mmengine - INFO - Epoch(train) [44][1520/1879] lr: 2.0000e-03 eta: 2:04:12 time: 0.6302 data_time: 0.0149 memory: 13712 grad_norm: 4.6410 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.0901 loss: 1.0901 2022/08/11 12:17:39 - mmengine - INFO - Epoch(train) [44][1540/1879] lr: 2.0000e-03 eta: 2:03:59 time: 0.5885 data_time: 0.0198 memory: 13712 grad_norm: 4.6546 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2813 loss: 1.2813 2022/08/11 12:17:51 - mmengine - INFO - Epoch(train) [44][1560/1879] lr: 2.0000e-03 eta: 2:03:46 time: 0.5773 data_time: 0.0160 memory: 13712 grad_norm: 4.6211 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.2443 loss: 1.2443 2022/08/11 12:18:03 - mmengine - INFO - Epoch(train) [44][1580/1879] lr: 2.0000e-03 eta: 2:03:33 time: 0.6459 data_time: 0.0212 memory: 13712 grad_norm: 4.5222 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.4924 loss: 1.4924 2022/08/11 12:18:19 - mmengine - INFO - Epoch(train) [44][1600/1879] lr: 2.0000e-03 eta: 2:03:21 time: 0.7610 data_time: 0.0155 memory: 13712 grad_norm: 4.5402 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3198 loss: 1.3198 2022/08/11 12:18:30 - mmengine - INFO - Epoch(train) [44][1620/1879] lr: 2.0000e-03 eta: 2:03:08 time: 0.5777 data_time: 0.0193 memory: 13712 grad_norm: 4.6296 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.5942 loss: 1.5942 2022/08/11 12:18:42 - mmengine - INFO - Epoch(train) [44][1640/1879] lr: 2.0000e-03 eta: 2:02:55 time: 0.5852 data_time: 0.0175 memory: 13712 grad_norm: 4.4732 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3698 loss: 1.3698 2022/08/11 12:18:56 - mmengine - INFO - Epoch(train) [44][1660/1879] lr: 2.0000e-03 eta: 2:02:42 time: 0.6793 data_time: 0.0196 memory: 13712 grad_norm: 4.5864 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.2705 loss: 1.2705 2022/08/11 12:19:07 - mmengine - INFO - Epoch(train) [44][1680/1879] lr: 2.0000e-03 eta: 2:02:29 time: 0.5781 data_time: 0.0159 memory: 13712 grad_norm: 4.4920 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 1.3233 loss: 1.3233 2022/08/11 12:19:19 - mmengine - INFO - Epoch(train) [44][1700/1879] lr: 2.0000e-03 eta: 2:02:16 time: 0.5982 data_time: 0.0301 memory: 13712 grad_norm: 4.5122 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 1.2652 loss: 1.2652 2022/08/11 12:19:32 - mmengine - INFO - Epoch(train) [44][1720/1879] lr: 2.0000e-03 eta: 2:02:03 time: 0.6242 data_time: 0.0174 memory: 13712 grad_norm: 4.5273 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2930 loss: 1.2930 2022/08/11 12:19:49 - mmengine - INFO - Epoch(train) [44][1740/1879] lr: 2.0000e-03 eta: 2:01:51 time: 0.8493 data_time: 0.0168 memory: 13712 grad_norm: 4.5316 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3409 loss: 1.3409 2022/08/11 12:20:04 - mmengine - INFO - Epoch(train) [44][1760/1879] lr: 2.0000e-03 eta: 2:01:39 time: 0.7872 data_time: 0.0183 memory: 13712 grad_norm: 4.4328 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.3866 loss: 1.3866 2022/08/11 12:20:16 - mmengine - INFO - Epoch(train) [44][1780/1879] lr: 2.0000e-03 eta: 2:01:26 time: 0.5885 data_time: 0.0282 memory: 13712 grad_norm: 4.5684 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2894 loss: 1.2894 2022/08/11 12:20:31 - mmengine - INFO - Epoch(train) [44][1800/1879] lr: 2.0000e-03 eta: 2:01:13 time: 0.7231 data_time: 0.0215 memory: 13712 grad_norm: 4.6511 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3857 loss: 1.3857 2022/08/11 12:20:45 - mmengine - INFO - Epoch(train) [44][1820/1879] lr: 2.0000e-03 eta: 2:01:01 time: 0.7001 data_time: 0.0183 memory: 13712 grad_norm: 4.6835 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.3706 loss: 1.3706 2022/08/11 12:20:59 - mmengine - INFO - Epoch(train) [44][1840/1879] lr: 2.0000e-03 eta: 2:00:48 time: 0.7234 data_time: 0.0178 memory: 13712 grad_norm: 4.5039 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.1953 loss: 1.1953 2022/08/11 12:21:11 - mmengine - INFO - Epoch(train) [44][1860/1879] lr: 2.0000e-03 eta: 2:00:35 time: 0.6177 data_time: 0.0186 memory: 13712 grad_norm: 4.6112 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.2626 loss: 1.2626 2022/08/11 12:21:25 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 12:21:25 - mmengine - INFO - Epoch(train) [44][1879/1879] lr: 2.0000e-03 eta: 2:00:35 time: 0.6991 data_time: 0.0177 memory: 13712 grad_norm: 4.6880 top1_acc: 0.8571 top5_acc: 1.0000 loss_cls: 1.3101 loss: 1.3101 2022/08/11 12:22:47 - mmengine - INFO - Epoch(val) [44][20/155] eta: 0:09:12 time: 4.0948 data_time: 2.7126 memory: 14838 2022/08/11 12:23:42 - mmengine - INFO - Epoch(val) [44][40/155] eta: 0:05:19 time: 2.7778 data_time: 1.3947 memory: 14838 2022/08/11 12:24:59 - mmengine - INFO - Epoch(val) [44][60/155] eta: 0:06:03 time: 3.8274 data_time: 2.4512 memory: 14838 2022/08/11 12:26:01 - mmengine - INFO - Epoch(val) [44][80/155] eta: 0:03:52 time: 3.0942 data_time: 1.7196 memory: 14838 2022/08/11 12:27:17 - mmengine - INFO - Epoch(val) [44][100/155] eta: 0:03:29 time: 3.8031 data_time: 2.4241 memory: 14838 2022/08/11 12:28:13 - mmengine - INFO - Epoch(val) [44][120/155] eta: 0:01:37 time: 2.7863 data_time: 1.4130 memory: 14838 2022/08/11 12:29:30 - mmengine - INFO - Epoch(val) [44][140/155] eta: 0:00:58 time: 3.8755 data_time: 2.5051 memory: 14838 2022/08/11 12:30:08 - mmengine - INFO - Epoch(val) [44][155/155] acc/top1: 0.7174 acc/top5: 0.9030 acc/mean1: 0.7173 2022/08/11 12:30:27 - mmengine - INFO - Epoch(train) [45][20/1879] lr: 2.0000e-03 eta: 2:00:09 time: 0.9371 data_time: 0.2088 memory: 14838 grad_norm: 4.5004 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.2226 loss: 1.2226 2022/08/11 12:30:39 - mmengine - INFO - Epoch(train) [45][40/1879] lr: 2.0000e-03 eta: 1:59:56 time: 0.6086 data_time: 0.0190 memory: 13712 grad_norm: 4.4831 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.3530 loss: 1.3530 2022/08/11 12:30:51 - mmengine - INFO - Epoch(train) [45][60/1879] lr: 2.0000e-03 eta: 1:59:43 time: 0.5813 data_time: 0.0198 memory: 13712 grad_norm: 4.5436 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.1695 loss: 1.1695 2022/08/11 12:31:02 - mmengine - INFO - Epoch(train) [45][80/1879] lr: 2.0000e-03 eta: 1:59:30 time: 0.5835 data_time: 0.0173 memory: 13712 grad_norm: 4.5723 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3713 loss: 1.3713 2022/08/11 12:31:14 - mmengine - INFO - Epoch(train) [45][100/1879] lr: 2.0000e-03 eta: 1:59:17 time: 0.5798 data_time: 0.0196 memory: 13712 grad_norm: 4.5427 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4135 loss: 1.4135 2022/08/11 12:31:26 - mmengine - INFO - Epoch(train) [45][120/1879] lr: 2.0000e-03 eta: 1:59:05 time: 0.5788 data_time: 0.0189 memory: 13712 grad_norm: 4.5678 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.2645 loss: 1.2645 2022/08/11 12:31:37 - mmengine - INFO - Epoch(train) [45][140/1879] lr: 2.0000e-03 eta: 1:58:52 time: 0.5840 data_time: 0.0243 memory: 13712 grad_norm: 4.5181 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3846 loss: 1.3846 2022/08/11 12:31:49 - mmengine - INFO - Epoch(train) [45][160/1879] lr: 2.0000e-03 eta: 1:58:39 time: 0.5848 data_time: 0.0198 memory: 13712 grad_norm: 4.6051 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.5802 loss: 1.5802 2022/08/11 12:32:03 - mmengine - INFO - Epoch(train) [45][180/1879] lr: 2.0000e-03 eta: 1:58:26 time: 0.6803 data_time: 0.0299 memory: 13712 grad_norm: 4.4947 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3129 loss: 1.3129 2022/08/11 12:32:15 - mmengine - INFO - Epoch(train) [45][200/1879] lr: 2.0000e-03 eta: 1:58:13 time: 0.5977 data_time: 0.0157 memory: 13712 grad_norm: 4.5765 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3735 loss: 1.3735 2022/08/11 12:32:28 - mmengine - INFO - Epoch(train) [45][220/1879] lr: 2.0000e-03 eta: 1:58:00 time: 0.6916 data_time: 0.0181 memory: 13712 grad_norm: 4.5628 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.2369 loss: 1.2369 2022/08/11 12:32:42 - mmengine - INFO - Epoch(train) [45][240/1879] lr: 2.0000e-03 eta: 1:57:48 time: 0.6713 data_time: 0.0179 memory: 13712 grad_norm: 4.6302 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4049 loss: 1.4049 2022/08/11 12:32:56 - mmengine - INFO - Epoch(train) [45][260/1879] lr: 2.0000e-03 eta: 1:57:35 time: 0.6813 data_time: 0.0185 memory: 13712 grad_norm: 4.6389 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.2567 loss: 1.2567 2022/08/11 12:33:10 - mmengine - INFO - Epoch(train) [45][280/1879] lr: 2.0000e-03 eta: 1:57:22 time: 0.7416 data_time: 0.0187 memory: 13712 grad_norm: 4.5792 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3414 loss: 1.3414 2022/08/11 12:33:22 - mmengine - INFO - Epoch(train) [45][300/1879] lr: 2.0000e-03 eta: 1:57:09 time: 0.5938 data_time: 0.0193 memory: 13712 grad_norm: 4.5707 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.3939 loss: 1.3939 2022/08/11 12:33:36 - mmengine - INFO - Epoch(train) [45][320/1879] lr: 2.0000e-03 eta: 1:56:57 time: 0.6667 data_time: 0.0179 memory: 13712 grad_norm: 4.6030 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.4231 loss: 1.4231 2022/08/11 12:33:38 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 12:33:47 - mmengine - INFO - Epoch(train) [45][340/1879] lr: 2.0000e-03 eta: 1:56:44 time: 0.5859 data_time: 0.0179 memory: 13712 grad_norm: 4.5779 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 1.4741 loss: 1.4741 2022/08/11 12:34:02 - mmengine - INFO - Epoch(train) [45][360/1879] lr: 2.0000e-03 eta: 1:56:31 time: 0.7291 data_time: 0.0201 memory: 13712 grad_norm: 4.5560 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.3371 loss: 1.3371 2022/08/11 12:34:14 - mmengine - INFO - Epoch(train) [45][380/1879] lr: 2.0000e-03 eta: 1:56:18 time: 0.5933 data_time: 0.0185 memory: 13712 grad_norm: 4.5760 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.2737 loss: 1.2737 2022/08/11 12:34:27 - mmengine - INFO - Epoch(train) [45][400/1879] lr: 2.0000e-03 eta: 1:56:05 time: 0.6478 data_time: 0.0175 memory: 13712 grad_norm: 4.5777 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.2912 loss: 1.2912 2022/08/11 12:34:38 - mmengine - INFO - Epoch(train) [45][420/1879] lr: 2.0000e-03 eta: 1:55:52 time: 0.5858 data_time: 0.0194 memory: 13712 grad_norm: 4.5888 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.3793 loss: 1.3793 2022/08/11 12:34:50 - mmengine - INFO - Epoch(train) [45][440/1879] lr: 2.0000e-03 eta: 1:55:39 time: 0.5868 data_time: 0.0190 memory: 13712 grad_norm: 4.6330 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2184 loss: 1.2184 2022/08/11 12:35:05 - mmengine - INFO - Epoch(train) [45][460/1879] lr: 2.0000e-03 eta: 1:55:27 time: 0.7318 data_time: 0.0173 memory: 13712 grad_norm: 4.4843 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3361 loss: 1.3361 2022/08/11 12:35:20 - mmengine - INFO - Epoch(train) [45][480/1879] lr: 2.0000e-03 eta: 1:55:14 time: 0.7420 data_time: 0.0504 memory: 13712 grad_norm: 4.4961 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.2691 loss: 1.2691 2022/08/11 12:35:31 - mmengine - INFO - Epoch(train) [45][500/1879] lr: 2.0000e-03 eta: 1:55:01 time: 0.5843 data_time: 0.0190 memory: 13712 grad_norm: 4.6211 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.2217 loss: 1.2217 2022/08/11 12:35:44 - mmengine - INFO - Epoch(train) [45][520/1879] lr: 2.0000e-03 eta: 1:54:49 time: 0.6267 data_time: 0.0197 memory: 13712 grad_norm: 4.5837 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.3171 loss: 1.3171 2022/08/11 12:35:56 - mmengine - INFO - Epoch(train) [45][540/1879] lr: 2.0000e-03 eta: 1:54:36 time: 0.5823 data_time: 0.0190 memory: 13712 grad_norm: 4.5101 top1_acc: 0.5625 top5_acc: 0.5625 loss_cls: 1.4125 loss: 1.4125 2022/08/11 12:36:09 - mmengine - INFO - Epoch(train) [45][560/1879] lr: 2.0000e-03 eta: 1:54:23 time: 0.6548 data_time: 0.0185 memory: 13712 grad_norm: 4.5451 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.2019 loss: 1.2019 2022/08/11 12:36:23 - mmengine - INFO - Epoch(train) [45][580/1879] lr: 2.0000e-03 eta: 1:54:10 time: 0.7347 data_time: 0.0243 memory: 13712 grad_norm: 4.5068 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2733 loss: 1.2733 2022/08/11 12:36:40 - mmengine - INFO - Epoch(train) [45][600/1879] lr: 2.0000e-03 eta: 1:53:58 time: 0.8196 data_time: 0.0160 memory: 13712 grad_norm: 4.5883 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.3051 loss: 1.3051 2022/08/11 12:36:53 - mmengine - INFO - Epoch(train) [45][620/1879] lr: 2.0000e-03 eta: 1:53:45 time: 0.6548 data_time: 0.0195 memory: 13712 grad_norm: 4.5341 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.2137 loss: 1.2137 2022/08/11 12:37:07 - mmengine - INFO - Epoch(train) [45][640/1879] lr: 2.0000e-03 eta: 1:53:32 time: 0.7220 data_time: 0.0165 memory: 13712 grad_norm: 4.5456 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.3023 loss: 1.3023 2022/08/11 12:37:24 - mmengine - INFO - Epoch(train) [45][660/1879] lr: 2.0000e-03 eta: 1:53:20 time: 0.8256 data_time: 0.0265 memory: 13712 grad_norm: 4.5123 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 1.1198 loss: 1.1198 2022/08/11 12:37:40 - mmengine - INFO - Epoch(train) [45][680/1879] lr: 2.0000e-03 eta: 1:53:08 time: 0.7806 data_time: 0.0198 memory: 13712 grad_norm: 4.4819 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.3797 loss: 1.3797 2022/08/11 12:37:55 - mmengine - INFO - Epoch(train) [45][700/1879] lr: 2.0000e-03 eta: 1:52:55 time: 0.7755 data_time: 0.0169 memory: 13712 grad_norm: 4.6276 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3816 loss: 1.3816 2022/08/11 12:38:08 - mmengine - INFO - Epoch(train) [45][720/1879] lr: 2.0000e-03 eta: 1:52:42 time: 0.6245 data_time: 0.0201 memory: 13712 grad_norm: 4.6265 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3074 loss: 1.3074 2022/08/11 12:38:19 - mmengine - INFO - Epoch(train) [45][740/1879] lr: 2.0000e-03 eta: 1:52:29 time: 0.5921 data_time: 0.0196 memory: 13712 grad_norm: 4.5859 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.5511 loss: 1.5511 2022/08/11 12:38:32 - mmengine - INFO - Epoch(train) [45][760/1879] lr: 2.0000e-03 eta: 1:52:17 time: 0.6253 data_time: 0.0219 memory: 13712 grad_norm: 4.5213 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.2743 loss: 1.2743 2022/08/11 12:38:44 - mmengine - INFO - Epoch(train) [45][780/1879] lr: 2.0000e-03 eta: 1:52:04 time: 0.6172 data_time: 0.0190 memory: 13712 grad_norm: 4.5405 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2695 loss: 1.2695 2022/08/11 12:38:57 - mmengine - INFO - Epoch(train) [45][800/1879] lr: 2.0000e-03 eta: 1:51:51 time: 0.6222 data_time: 0.0561 memory: 13712 grad_norm: 4.5784 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.2168 loss: 1.2168 2022/08/11 12:39:08 - mmengine - INFO - Epoch(train) [45][820/1879] lr: 2.0000e-03 eta: 1:51:38 time: 0.5854 data_time: 0.0188 memory: 13712 grad_norm: 4.5703 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3860 loss: 1.3860 2022/08/11 12:39:22 - mmengine - INFO - Epoch(train) [45][840/1879] lr: 2.0000e-03 eta: 1:51:25 time: 0.6763 data_time: 0.0165 memory: 13712 grad_norm: 4.5420 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1357 loss: 1.1357 2022/08/11 12:39:35 - mmengine - INFO - Epoch(train) [45][860/1879] lr: 2.0000e-03 eta: 1:51:12 time: 0.6699 data_time: 0.0195 memory: 13712 grad_norm: 4.6379 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3941 loss: 1.3941 2022/08/11 12:39:47 - mmengine - INFO - Epoch(train) [45][880/1879] lr: 2.0000e-03 eta: 1:50:59 time: 0.5840 data_time: 0.0168 memory: 13712 grad_norm: 4.5909 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.2590 loss: 1.2590 2022/08/11 12:40:02 - mmengine - INFO - Epoch(train) [45][900/1879] lr: 2.0000e-03 eta: 1:50:47 time: 0.7253 data_time: 0.1626 memory: 13712 grad_norm: 4.6076 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.1448 loss: 1.1448 2022/08/11 12:40:18 - mmengine - INFO - Epoch(train) [45][920/1879] lr: 2.0000e-03 eta: 1:50:34 time: 0.8174 data_time: 0.2399 memory: 13712 grad_norm: 4.6274 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2272 loss: 1.2272 2022/08/11 12:40:32 - mmengine - INFO - Epoch(train) [45][940/1879] lr: 2.0000e-03 eta: 1:50:22 time: 0.7240 data_time: 0.1599 memory: 13712 grad_norm: 4.6227 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3548 loss: 1.3548 2022/08/11 12:40:44 - mmengine - INFO - Epoch(train) [45][960/1879] lr: 2.0000e-03 eta: 1:50:09 time: 0.5965 data_time: 0.0183 memory: 13712 grad_norm: 4.6467 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3099 loss: 1.3099 2022/08/11 12:40:56 - mmengine - INFO - Epoch(train) [45][980/1879] lr: 2.0000e-03 eta: 1:49:56 time: 0.5782 data_time: 0.0178 memory: 13712 grad_norm: 4.5797 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1942 loss: 1.1942 2022/08/11 12:41:08 - mmengine - INFO - Epoch(train) [45][1000/1879] lr: 2.0000e-03 eta: 1:49:43 time: 0.5872 data_time: 0.0207 memory: 13712 grad_norm: 4.5336 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.5031 loss: 1.5031 2022/08/11 12:41:19 - mmengine - INFO - Epoch(train) [45][1020/1879] lr: 2.0000e-03 eta: 1:49:30 time: 0.5827 data_time: 0.0178 memory: 13712 grad_norm: 4.6303 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4985 loss: 1.4985 2022/08/11 12:41:33 - mmengine - INFO - Epoch(train) [45][1040/1879] lr: 2.0000e-03 eta: 1:49:17 time: 0.6867 data_time: 0.0168 memory: 13712 grad_norm: 4.4615 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3198 loss: 1.3198 2022/08/11 12:41:45 - mmengine - INFO - Epoch(train) [45][1060/1879] lr: 2.0000e-03 eta: 1:49:04 time: 0.5818 data_time: 0.0185 memory: 13712 grad_norm: 4.5706 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.3194 loss: 1.3194 2022/08/11 12:41:56 - mmengine - INFO - Epoch(train) [45][1080/1879] lr: 2.0000e-03 eta: 1:48:51 time: 0.5819 data_time: 0.0182 memory: 13712 grad_norm: 4.7171 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.3604 loss: 1.3604 2022/08/11 12:42:08 - mmengine - INFO - Epoch(train) [45][1100/1879] lr: 2.0000e-03 eta: 1:48:39 time: 0.6027 data_time: 0.0195 memory: 13712 grad_norm: 4.6534 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5247 loss: 1.5247 2022/08/11 12:42:21 - mmengine - INFO - Epoch(train) [45][1120/1879] lr: 2.0000e-03 eta: 1:48:26 time: 0.6319 data_time: 0.0167 memory: 13712 grad_norm: 4.5425 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.3841 loss: 1.3841 2022/08/11 12:42:33 - mmengine - INFO - Epoch(train) [45][1140/1879] lr: 2.0000e-03 eta: 1:48:13 time: 0.5774 data_time: 0.0181 memory: 13712 grad_norm: 4.4753 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.3554 loss: 1.3554 2022/08/11 12:42:45 - mmengine - INFO - Epoch(train) [45][1160/1879] lr: 2.0000e-03 eta: 1:48:00 time: 0.5938 data_time: 0.0245 memory: 13712 grad_norm: 4.5506 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3882 loss: 1.3882 2022/08/11 12:42:56 - mmengine - INFO - Epoch(train) [45][1180/1879] lr: 2.0000e-03 eta: 1:47:47 time: 0.5839 data_time: 0.0191 memory: 13712 grad_norm: 4.5184 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2380 loss: 1.2380 2022/08/11 12:43:08 - mmengine - INFO - Epoch(train) [45][1200/1879] lr: 2.0000e-03 eta: 1:47:34 time: 0.5874 data_time: 0.0170 memory: 13712 grad_norm: 4.5063 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0821 loss: 1.0821 2022/08/11 12:43:20 - mmengine - INFO - Epoch(train) [45][1220/1879] lr: 2.0000e-03 eta: 1:47:21 time: 0.5811 data_time: 0.0193 memory: 13712 grad_norm: 4.5558 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.3575 loss: 1.3575 2022/08/11 12:43:31 - mmengine - INFO - Epoch(train) [45][1240/1879] lr: 2.0000e-03 eta: 1:47:08 time: 0.5817 data_time: 0.0187 memory: 13712 grad_norm: 4.5683 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3655 loss: 1.3655 2022/08/11 12:43:43 - mmengine - INFO - Epoch(train) [45][1260/1879] lr: 2.0000e-03 eta: 1:46:55 time: 0.5795 data_time: 0.0171 memory: 13712 grad_norm: 4.5453 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.3411 loss: 1.3411 2022/08/11 12:43:54 - mmengine - INFO - Epoch(train) [45][1280/1879] lr: 2.0000e-03 eta: 1:46:42 time: 0.5770 data_time: 0.0177 memory: 13712 grad_norm: 4.6495 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3715 loss: 1.3715 2022/08/11 12:44:06 - mmengine - INFO - Epoch(train) [45][1300/1879] lr: 2.0000e-03 eta: 1:46:29 time: 0.5971 data_time: 0.0227 memory: 13712 grad_norm: 4.7389 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.4140 loss: 1.4140 2022/08/11 12:44:18 - mmengine - INFO - Epoch(train) [45][1320/1879] lr: 2.0000e-03 eta: 1:46:16 time: 0.5812 data_time: 0.0191 memory: 13712 grad_norm: 4.5688 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4472 loss: 1.4472 2022/08/11 12:44:20 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 12:44:30 - mmengine - INFO - Epoch(train) [45][1340/1879] lr: 2.0000e-03 eta: 1:46:03 time: 0.5839 data_time: 0.0183 memory: 13712 grad_norm: 4.6086 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.4939 loss: 1.4939 2022/08/11 12:44:41 - mmengine - INFO - Epoch(train) [45][1360/1879] lr: 2.0000e-03 eta: 1:45:50 time: 0.5804 data_time: 0.0181 memory: 13712 grad_norm: 4.6564 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.2896 loss: 1.2896 2022/08/11 12:44:53 - mmengine - INFO - Epoch(train) [45][1380/1879] lr: 2.0000e-03 eta: 1:45:37 time: 0.5847 data_time: 0.0176 memory: 13712 grad_norm: 4.6077 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 1.4304 loss: 1.4304 2022/08/11 12:45:05 - mmengine - INFO - Epoch(train) [45][1400/1879] lr: 2.0000e-03 eta: 1:45:24 time: 0.5877 data_time: 0.0170 memory: 13712 grad_norm: 4.5424 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.3130 loss: 1.3130 2022/08/11 12:45:22 - mmengine - INFO - Epoch(train) [45][1420/1879] lr: 2.0000e-03 eta: 1:45:12 time: 0.8395 data_time: 0.0203 memory: 13712 grad_norm: 4.6422 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 1.3868 loss: 1.3868 2022/08/11 12:45:33 - mmengine - INFO - Epoch(train) [45][1440/1879] lr: 2.0000e-03 eta: 1:44:59 time: 0.5841 data_time: 0.0174 memory: 13712 grad_norm: 4.6027 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.1800 loss: 1.1800 2022/08/11 12:45:45 - mmengine - INFO - Epoch(train) [45][1460/1879] lr: 2.0000e-03 eta: 1:44:46 time: 0.5865 data_time: 0.0209 memory: 13712 grad_norm: 4.5900 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4024 loss: 1.4024 2022/08/11 12:45:57 - mmengine - INFO - Epoch(train) [45][1480/1879] lr: 2.0000e-03 eta: 1:44:33 time: 0.6087 data_time: 0.0181 memory: 13712 grad_norm: 4.6186 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.3091 loss: 1.3091 2022/08/11 12:46:12 - mmengine - INFO - Epoch(train) [45][1500/1879] lr: 2.0000e-03 eta: 1:44:21 time: 0.7286 data_time: 0.0184 memory: 13712 grad_norm: 4.5863 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.3015 loss: 1.3015 2022/08/11 12:46:23 - mmengine - INFO - Epoch(train) [45][1520/1879] lr: 2.0000e-03 eta: 1:44:08 time: 0.5841 data_time: 0.0181 memory: 13712 grad_norm: 4.5708 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.4345 loss: 1.4345 2022/08/11 12:46:35 - mmengine - INFO - Epoch(train) [45][1540/1879] lr: 2.0000e-03 eta: 1:43:55 time: 0.5894 data_time: 0.0185 memory: 13712 grad_norm: 4.5752 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4923 loss: 1.4923 2022/08/11 12:46:47 - mmengine - INFO - Epoch(train) [45][1560/1879] lr: 2.0000e-03 eta: 1:43:42 time: 0.5863 data_time: 0.0180 memory: 13712 grad_norm: 4.5936 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.2083 loss: 1.2083 2022/08/11 12:46:59 - mmengine - INFO - Epoch(train) [45][1580/1879] lr: 2.0000e-03 eta: 1:43:29 time: 0.5877 data_time: 0.0250 memory: 13712 grad_norm: 4.5336 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.4676 loss: 1.4676 2022/08/11 12:47:11 - mmengine - INFO - Epoch(train) [45][1600/1879] lr: 2.0000e-03 eta: 1:43:16 time: 0.5887 data_time: 0.0199 memory: 13712 grad_norm: 4.5661 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.3800 loss: 1.3800 2022/08/11 12:47:24 - mmengine - INFO - Epoch(train) [45][1620/1879] lr: 2.0000e-03 eta: 1:43:03 time: 0.6886 data_time: 0.0203 memory: 13712 grad_norm: 4.6771 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.3122 loss: 1.3122 2022/08/11 12:47:36 - mmengine - INFO - Epoch(train) [45][1640/1879] lr: 2.0000e-03 eta: 1:42:50 time: 0.5779 data_time: 0.0165 memory: 13712 grad_norm: 4.5970 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3108 loss: 1.3108 2022/08/11 12:47:48 - mmengine - INFO - Epoch(train) [45][1660/1879] lr: 2.0000e-03 eta: 1:42:37 time: 0.5877 data_time: 0.0178 memory: 13712 grad_norm: 4.6568 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3853 loss: 1.3853 2022/08/11 12:47:59 - mmengine - INFO - Epoch(train) [45][1680/1879] lr: 2.0000e-03 eta: 1:42:24 time: 0.5824 data_time: 0.0180 memory: 13712 grad_norm: 4.6067 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.1608 loss: 1.1608 2022/08/11 12:48:11 - mmengine - INFO - Epoch(train) [45][1700/1879] lr: 2.0000e-03 eta: 1:42:12 time: 0.5802 data_time: 0.0180 memory: 13712 grad_norm: 4.5354 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.4115 loss: 1.4115 2022/08/11 12:48:23 - mmengine - INFO - Epoch(train) [45][1720/1879] lr: 2.0000e-03 eta: 1:41:59 time: 0.5844 data_time: 0.0193 memory: 13712 grad_norm: 4.4957 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.0544 loss: 1.0544 2022/08/11 12:48:34 - mmengine - INFO - Epoch(train) [45][1740/1879] lr: 2.0000e-03 eta: 1:41:46 time: 0.5823 data_time: 0.0175 memory: 13712 grad_norm: 4.7330 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3877 loss: 1.3877 2022/08/11 12:48:46 - mmengine - INFO - Epoch(train) [45][1760/1879] lr: 2.0000e-03 eta: 1:41:33 time: 0.5716 data_time: 0.0172 memory: 13712 grad_norm: 4.6390 top1_acc: 0.3750 top5_acc: 0.9375 loss_cls: 1.3835 loss: 1.3835 2022/08/11 12:48:57 - mmengine - INFO - Epoch(train) [45][1780/1879] lr: 2.0000e-03 eta: 1:41:20 time: 0.5817 data_time: 0.0196 memory: 13712 grad_norm: 4.5961 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.4676 loss: 1.4676 2022/08/11 12:49:09 - mmengine - INFO - Epoch(train) [45][1800/1879] lr: 2.0000e-03 eta: 1:41:07 time: 0.5754 data_time: 0.0150 memory: 13712 grad_norm: 4.7249 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.4204 loss: 1.4204 2022/08/11 12:49:20 - mmengine - INFO - Epoch(train) [45][1820/1879] lr: 2.0000e-03 eta: 1:40:54 time: 0.5817 data_time: 0.0181 memory: 13712 grad_norm: 4.6236 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2789 loss: 1.2789 2022/08/11 12:49:34 - mmengine - INFO - Epoch(train) [45][1840/1879] lr: 2.0000e-03 eta: 1:40:41 time: 0.6813 data_time: 0.0179 memory: 13712 grad_norm: 4.6200 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4296 loss: 1.4296 2022/08/11 12:49:46 - mmengine - INFO - Epoch(train) [45][1860/1879] lr: 2.0000e-03 eta: 1:40:28 time: 0.5784 data_time: 0.0183 memory: 13712 grad_norm: 4.6487 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4858 loss: 1.4858 2022/08/11 12:49:56 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 12:49:56 - mmengine - INFO - Epoch(train) [45][1879/1879] lr: 2.0000e-03 eta: 1:40:28 time: 0.5566 data_time: 0.0143 memory: 13712 grad_norm: 4.6938 top1_acc: 0.5714 top5_acc: 0.7143 loss_cls: 1.4476 loss: 1.4476 2022/08/11 12:49:56 - mmengine - INFO - Saving checkpoint at 45 epochs 2022/08/11 12:51:19 - mmengine - INFO - Epoch(val) [45][20/155] eta: 0:08:58 time: 3.9907 data_time: 2.6135 memory: 14838 2022/08/11 12:52:19 - mmengine - INFO - Epoch(val) [45][40/155] eta: 0:05:46 time: 3.0110 data_time: 1.6332 memory: 14838 2022/08/11 12:53:28 - mmengine - INFO - Epoch(val) [45][60/155] eta: 0:05:26 time: 3.4326 data_time: 2.0548 memory: 14838 2022/08/11 12:54:23 - mmengine - INFO - Epoch(val) [45][80/155] eta: 0:03:28 time: 2.7791 data_time: 1.4041 memory: 14838 2022/08/11 12:55:39 - mmengine - INFO - Epoch(val) [45][100/155] eta: 0:03:28 time: 3.7910 data_time: 2.4194 memory: 14838 2022/08/11 12:56:34 - mmengine - INFO - Epoch(val) [45][120/155] eta: 0:01:35 time: 2.7322 data_time: 1.3596 memory: 14838 2022/08/11 12:57:44 - mmengine - INFO - Epoch(val) [45][140/155] eta: 0:00:52 time: 3.4847 data_time: 2.1154 memory: 14838 2022/08/11 12:58:40 - mmengine - INFO - Epoch(val) [45][155/155] acc/top1: 0.7194 acc/top5: 0.9027 acc/mean1: 0.7194 2022/08/11 12:58:40 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_r50_dense_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_40.pth is removed 2022/08/11 12:58:42 - mmengine - INFO - The best checkpoint with 0.7194 acc/top1 at 46 epoch is saved to best_acc/top1_epoch_46.pth. 2022/08/11 12:59:00 - mmengine - INFO - Epoch(train) [46][20/1879] lr: 2.0000e-04 eta: 1:40:02 time: 0.8930 data_time: 0.3093 memory: 14838 grad_norm: 4.6016 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4528 loss: 1.4528 2022/08/11 12:59:15 - mmengine - INFO - Epoch(train) [46][40/1879] lr: 2.0000e-04 eta: 1:39:50 time: 0.7440 data_time: 0.0167 memory: 13712 grad_norm: 4.4613 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.2872 loss: 1.2872 2022/08/11 12:59:26 - mmengine - INFO - Epoch(train) [46][60/1879] lr: 2.0000e-04 eta: 1:39:37 time: 0.5845 data_time: 0.0250 memory: 13712 grad_norm: 4.5152 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3326 loss: 1.3326 2022/08/11 12:59:38 - mmengine - INFO - Epoch(train) [46][80/1879] lr: 2.0000e-04 eta: 1:39:24 time: 0.5804 data_time: 0.0171 memory: 13712 grad_norm: 4.6399 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3360 loss: 1.3360 2022/08/11 12:59:50 - mmengine - INFO - Epoch(train) [46][100/1879] lr: 2.0000e-04 eta: 1:39:11 time: 0.6166 data_time: 0.0204 memory: 13712 grad_norm: 4.6869 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4317 loss: 1.4317 2022/08/11 13:00:03 - mmengine - INFO - Epoch(train) [46][120/1879] lr: 2.0000e-04 eta: 1:38:58 time: 0.6261 data_time: 0.0159 memory: 13712 grad_norm: 4.5102 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3805 loss: 1.3805 2022/08/11 13:00:19 - mmengine - INFO - Epoch(train) [46][140/1879] lr: 2.0000e-04 eta: 1:38:46 time: 0.8359 data_time: 0.0670 memory: 13712 grad_norm: 4.4619 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.3087 loss: 1.3087 2022/08/11 13:00:31 - mmengine - INFO - Epoch(train) [46][160/1879] lr: 2.0000e-04 eta: 1:38:33 time: 0.5733 data_time: 0.0168 memory: 13712 grad_norm: 4.4066 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.2151 loss: 1.2151 2022/08/11 13:00:43 - mmengine - INFO - Epoch(train) [46][180/1879] lr: 2.0000e-04 eta: 1:38:20 time: 0.5781 data_time: 0.0185 memory: 13712 grad_norm: 4.5519 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.3963 loss: 1.3963 2022/08/11 13:00:54 - mmengine - INFO - Epoch(train) [46][200/1879] lr: 2.0000e-04 eta: 1:38:07 time: 0.5864 data_time: 0.0182 memory: 13712 grad_norm: 4.3012 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.3119 loss: 1.3119 2022/08/11 13:01:06 - mmengine - INFO - Epoch(train) [46][220/1879] lr: 2.0000e-04 eta: 1:37:54 time: 0.5822 data_time: 0.0188 memory: 13712 grad_norm: 4.6184 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3186 loss: 1.3186 2022/08/11 13:01:18 - mmengine - INFO - Epoch(train) [46][240/1879] lr: 2.0000e-04 eta: 1:37:41 time: 0.5856 data_time: 0.0183 memory: 13712 grad_norm: 4.5600 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2496 loss: 1.2496 2022/08/11 13:01:29 - mmengine - INFO - Epoch(train) [46][260/1879] lr: 2.0000e-04 eta: 1:37:28 time: 0.5852 data_time: 0.0187 memory: 13712 grad_norm: 4.5308 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.1663 loss: 1.1663 2022/08/11 13:01:42 - mmengine - INFO - Epoch(train) [46][280/1879] lr: 2.0000e-04 eta: 1:37:15 time: 0.6138 data_time: 0.0175 memory: 13712 grad_norm: 4.4088 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.4134 loss: 1.4134 2022/08/11 13:01:55 - mmengine - INFO - Epoch(train) [46][300/1879] lr: 2.0000e-04 eta: 1:37:03 time: 0.6833 data_time: 0.0212 memory: 13712 grad_norm: 4.5825 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.2929 loss: 1.2929 2022/08/11 13:02:08 - mmengine - INFO - Epoch(train) [46][320/1879] lr: 2.0000e-04 eta: 1:36:50 time: 0.6221 data_time: 0.0231 memory: 13712 grad_norm: 4.4911 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.2940 loss: 1.2940 2022/08/11 13:02:19 - mmengine - INFO - Epoch(train) [46][340/1879] lr: 2.0000e-04 eta: 1:36:37 time: 0.5840 data_time: 0.0207 memory: 13712 grad_norm: 4.6361 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4356 loss: 1.4356 2022/08/11 13:02:31 - mmengine - INFO - Epoch(train) [46][360/1879] lr: 2.0000e-04 eta: 1:36:24 time: 0.5893 data_time: 0.0158 memory: 13712 grad_norm: 4.4195 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3864 loss: 1.3864 2022/08/11 13:02:43 - mmengine - INFO - Epoch(train) [46][380/1879] lr: 2.0000e-04 eta: 1:36:11 time: 0.5842 data_time: 0.0173 memory: 13712 grad_norm: 4.3950 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.2967 loss: 1.2967 2022/08/11 13:02:54 - mmengine - INFO - Epoch(train) [46][400/1879] lr: 2.0000e-04 eta: 1:35:58 time: 0.5765 data_time: 0.0173 memory: 13712 grad_norm: 4.5256 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.2244 loss: 1.2244 2022/08/11 13:03:06 - mmengine - INFO - Epoch(train) [46][420/1879] lr: 2.0000e-04 eta: 1:35:45 time: 0.5767 data_time: 0.0184 memory: 13712 grad_norm: 4.4485 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.3387 loss: 1.3387 2022/08/11 13:03:18 - mmengine - INFO - Epoch(train) [46][440/1879] lr: 2.0000e-04 eta: 1:35:32 time: 0.5999 data_time: 0.0319 memory: 13712 grad_norm: 4.6466 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.2242 loss: 1.2242 2022/08/11 13:03:21 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 13:03:31 - mmengine - INFO - Epoch(train) [46][460/1879] lr: 2.0000e-04 eta: 1:35:20 time: 0.6373 data_time: 0.0197 memory: 13712 grad_norm: 4.5679 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.1591 loss: 1.1591 2022/08/11 13:03:44 - mmengine - INFO - Epoch(train) [46][480/1879] lr: 2.0000e-04 eta: 1:35:07 time: 0.6455 data_time: 0.0181 memory: 13712 grad_norm: 4.4306 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4386 loss: 1.4386 2022/08/11 13:03:55 - mmengine - INFO - Epoch(train) [46][500/1879] lr: 2.0000e-04 eta: 1:34:54 time: 0.5818 data_time: 0.0185 memory: 13712 grad_norm: 4.5677 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3103 loss: 1.3103 2022/08/11 13:04:07 - mmengine - INFO - Epoch(train) [46][520/1879] lr: 2.0000e-04 eta: 1:34:41 time: 0.5762 data_time: 0.0170 memory: 13712 grad_norm: 4.5978 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.3557 loss: 1.3557 2022/08/11 13:04:18 - mmengine - INFO - Epoch(train) [46][540/1879] lr: 2.0000e-04 eta: 1:34:28 time: 0.5804 data_time: 0.0188 memory: 13712 grad_norm: 4.4601 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2216 loss: 1.2216 2022/08/11 13:04:30 - mmengine - INFO - Epoch(train) [46][560/1879] lr: 2.0000e-04 eta: 1:34:15 time: 0.5820 data_time: 0.0168 memory: 13712 grad_norm: 4.3922 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.2841 loss: 1.2841 2022/08/11 13:04:45 - mmengine - INFO - Epoch(train) [46][580/1879] lr: 2.0000e-04 eta: 1:34:02 time: 0.7415 data_time: 0.0846 memory: 13712 grad_norm: 4.4388 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.2849 loss: 1.2849 2022/08/11 13:05:00 - mmengine - INFO - Epoch(train) [46][600/1879] lr: 2.0000e-04 eta: 1:33:50 time: 0.7698 data_time: 0.0136 memory: 13712 grad_norm: 4.6023 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.1783 loss: 1.1783 2022/08/11 13:05:12 - mmengine - INFO - Epoch(train) [46][620/1879] lr: 2.0000e-04 eta: 1:33:37 time: 0.5863 data_time: 0.0194 memory: 13712 grad_norm: 4.5292 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.2900 loss: 1.2900 2022/08/11 13:05:24 - mmengine - INFO - Epoch(train) [46][640/1879] lr: 2.0000e-04 eta: 1:33:24 time: 0.5796 data_time: 0.0164 memory: 13712 grad_norm: 4.4079 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.3429 loss: 1.3429 2022/08/11 13:05:40 - mmengine - INFO - Epoch(train) [46][660/1879] lr: 2.0000e-04 eta: 1:33:12 time: 0.8066 data_time: 0.0193 memory: 13712 grad_norm: 4.5140 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.2810 loss: 1.2810 2022/08/11 13:05:51 - mmengine - INFO - Epoch(train) [46][680/1879] lr: 2.0000e-04 eta: 1:32:59 time: 0.5814 data_time: 0.0201 memory: 13712 grad_norm: 4.5215 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.1646 loss: 1.1646 2022/08/11 13:06:03 - mmengine - INFO - Epoch(train) [46][700/1879] lr: 2.0000e-04 eta: 1:32:46 time: 0.5894 data_time: 0.0189 memory: 13712 grad_norm: 4.5781 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.2021 loss: 1.2021 2022/08/11 13:06:17 - mmengine - INFO - Epoch(train) [46][720/1879] lr: 2.0000e-04 eta: 1:32:33 time: 0.6886 data_time: 0.0158 memory: 13712 grad_norm: 4.5453 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.4520 loss: 1.4520 2022/08/11 13:06:29 - mmengine - INFO - Epoch(train) [46][740/1879] lr: 2.0000e-04 eta: 1:32:20 time: 0.5889 data_time: 0.0244 memory: 13712 grad_norm: 4.4550 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.2213 loss: 1.2213 2022/08/11 13:06:40 - mmengine - INFO - Epoch(train) [46][760/1879] lr: 2.0000e-04 eta: 1:32:07 time: 0.5810 data_time: 0.0180 memory: 13712 grad_norm: 4.3565 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.2570 loss: 1.2570 2022/08/11 13:06:52 - mmengine - INFO - Epoch(train) [46][780/1879] lr: 2.0000e-04 eta: 1:31:54 time: 0.5810 data_time: 0.0209 memory: 13712 grad_norm: 4.4186 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.2766 loss: 1.2766 2022/08/11 13:07:04 - mmengine - INFO - Epoch(train) [46][800/1879] lr: 2.0000e-04 eta: 1:31:41 time: 0.5739 data_time: 0.0146 memory: 13712 grad_norm: 4.4451 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3085 loss: 1.3085 2022/08/11 13:07:15 - mmengine - INFO - Epoch(train) [46][820/1879] lr: 2.0000e-04 eta: 1:31:28 time: 0.5763 data_time: 0.0202 memory: 13712 grad_norm: 4.5290 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5042 loss: 1.5042 2022/08/11 13:07:27 - mmengine - INFO - Epoch(train) [46][840/1879] lr: 2.0000e-04 eta: 1:31:16 time: 0.5781 data_time: 0.0190 memory: 13712 grad_norm: 4.5203 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3484 loss: 1.3484 2022/08/11 13:07:38 - mmengine - INFO - Epoch(train) [46][860/1879] lr: 2.0000e-04 eta: 1:31:03 time: 0.5763 data_time: 0.0188 memory: 13712 grad_norm: 4.5091 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.2455 loss: 1.2455 2022/08/11 13:07:50 - mmengine - INFO - Epoch(train) [46][880/1879] lr: 2.0000e-04 eta: 1:30:50 time: 0.5843 data_time: 0.0187 memory: 13712 grad_norm: 4.5034 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.2782 loss: 1.2782 2022/08/11 13:08:02 - mmengine - INFO - Epoch(train) [46][900/1879] lr: 2.0000e-04 eta: 1:30:37 time: 0.5819 data_time: 0.0191 memory: 13712 grad_norm: 4.4813 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3452 loss: 1.3452 2022/08/11 13:08:13 - mmengine - INFO - Epoch(train) [46][920/1879] lr: 2.0000e-04 eta: 1:30:24 time: 0.5811 data_time: 0.0172 memory: 13712 grad_norm: 4.5945 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3320 loss: 1.3320 2022/08/11 13:08:25 - mmengine - INFO - Epoch(train) [46][940/1879] lr: 2.0000e-04 eta: 1:30:11 time: 0.5877 data_time: 0.0207 memory: 13712 grad_norm: 4.4914 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.2568 loss: 1.2568 2022/08/11 13:08:36 - mmengine - INFO - Epoch(train) [46][960/1879] lr: 2.0000e-04 eta: 1:29:58 time: 0.5746 data_time: 0.0167 memory: 13712 grad_norm: 4.4322 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3752 loss: 1.3752 2022/08/11 13:08:48 - mmengine - INFO - Epoch(train) [46][980/1879] lr: 2.0000e-04 eta: 1:29:45 time: 0.5812 data_time: 0.0184 memory: 13712 grad_norm: 4.5851 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3878 loss: 1.3878 2022/08/11 13:09:00 - mmengine - INFO - Epoch(train) [46][1000/1879] lr: 2.0000e-04 eta: 1:29:32 time: 0.5774 data_time: 0.0183 memory: 13712 grad_norm: 4.4404 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.1046 loss: 1.1046 2022/08/11 13:09:11 - mmengine - INFO - Epoch(train) [46][1020/1879] lr: 2.0000e-04 eta: 1:29:19 time: 0.5827 data_time: 0.0206 memory: 13712 grad_norm: 4.5974 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2676 loss: 1.2676 2022/08/11 13:09:23 - mmengine - INFO - Epoch(train) [46][1040/1879] lr: 2.0000e-04 eta: 1:29:06 time: 0.5749 data_time: 0.0165 memory: 13712 grad_norm: 4.5154 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.3193 loss: 1.3193 2022/08/11 13:09:34 - mmengine - INFO - Epoch(train) [46][1060/1879] lr: 2.0000e-04 eta: 1:28:53 time: 0.5757 data_time: 0.0179 memory: 13712 grad_norm: 4.6146 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4167 loss: 1.4167 2022/08/11 13:09:46 - mmengine - INFO - Epoch(train) [46][1080/1879] lr: 2.0000e-04 eta: 1:28:41 time: 0.5843 data_time: 0.0186 memory: 13712 grad_norm: 4.5583 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.2898 loss: 1.2898 2022/08/11 13:09:58 - mmengine - INFO - Epoch(train) [46][1100/1879] lr: 2.0000e-04 eta: 1:28:28 time: 0.6129 data_time: 0.0225 memory: 13712 grad_norm: 4.5779 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1210 loss: 1.1210 2022/08/11 13:10:10 - mmengine - INFO - Epoch(train) [46][1120/1879] lr: 2.0000e-04 eta: 1:28:15 time: 0.5812 data_time: 0.0139 memory: 13712 grad_norm: 4.5307 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2347 loss: 1.2347 2022/08/11 13:10:23 - mmengine - INFO - Epoch(train) [46][1140/1879] lr: 2.0000e-04 eta: 1:28:02 time: 0.6264 data_time: 0.0207 memory: 13712 grad_norm: 4.5884 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.4244 loss: 1.4244 2022/08/11 13:10:34 - mmengine - INFO - Epoch(train) [46][1160/1879] lr: 2.0000e-04 eta: 1:27:49 time: 0.5866 data_time: 0.0186 memory: 13712 grad_norm: 4.5290 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3909 loss: 1.3909 2022/08/11 13:10:46 - mmengine - INFO - Epoch(train) [46][1180/1879] lr: 2.0000e-04 eta: 1:27:36 time: 0.5772 data_time: 0.0190 memory: 13712 grad_norm: 4.4434 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.2209 loss: 1.2209 2022/08/11 13:10:57 - mmengine - INFO - Epoch(train) [46][1200/1879] lr: 2.0000e-04 eta: 1:27:23 time: 0.5726 data_time: 0.0174 memory: 13712 grad_norm: 4.4809 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.1761 loss: 1.1761 2022/08/11 13:11:09 - mmengine - INFO - Epoch(train) [46][1220/1879] lr: 2.0000e-04 eta: 1:27:10 time: 0.5751 data_time: 0.0223 memory: 13712 grad_norm: 4.5693 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.3099 loss: 1.3099 2022/08/11 13:11:20 - mmengine - INFO - Epoch(train) [46][1240/1879] lr: 2.0000e-04 eta: 1:26:57 time: 0.5713 data_time: 0.0174 memory: 13712 grad_norm: 4.5777 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3880 loss: 1.3880 2022/08/11 13:11:32 - mmengine - INFO - Epoch(train) [46][1260/1879] lr: 2.0000e-04 eta: 1:26:44 time: 0.5911 data_time: 0.0203 memory: 13712 grad_norm: 4.5399 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.1408 loss: 1.1408 2022/08/11 13:11:44 - mmengine - INFO - Epoch(train) [46][1280/1879] lr: 2.0000e-04 eta: 1:26:32 time: 0.5973 data_time: 0.0160 memory: 13712 grad_norm: 4.4789 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.1904 loss: 1.1904 2022/08/11 13:11:56 - mmengine - INFO - Epoch(train) [46][1300/1879] lr: 2.0000e-04 eta: 1:26:19 time: 0.5788 data_time: 0.0178 memory: 13712 grad_norm: 4.3270 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.2711 loss: 1.2711 2022/08/11 13:12:08 - mmengine - INFO - Epoch(train) [46][1320/1879] lr: 2.0000e-04 eta: 1:26:06 time: 0.6045 data_time: 0.0186 memory: 13712 grad_norm: 4.4075 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.3765 loss: 1.3765 2022/08/11 13:12:21 - mmengine - INFO - Epoch(train) [46][1340/1879] lr: 2.0000e-04 eta: 1:25:53 time: 0.6506 data_time: 0.0216 memory: 13712 grad_norm: 4.5087 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.2976 loss: 1.2976 2022/08/11 13:12:41 - mmengine - INFO - Epoch(train) [46][1360/1879] lr: 2.0000e-04 eta: 1:25:41 time: 1.0311 data_time: 0.0155 memory: 13712 grad_norm: 4.4958 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.4182 loss: 1.4182 2022/08/11 13:12:55 - mmengine - INFO - Epoch(train) [46][1380/1879] lr: 2.0000e-04 eta: 1:25:28 time: 0.7040 data_time: 0.0254 memory: 13712 grad_norm: 4.6238 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.2753 loss: 1.2753 2022/08/11 13:13:10 - mmengine - INFO - Epoch(train) [46][1400/1879] lr: 2.0000e-04 eta: 1:25:16 time: 0.7058 data_time: 0.1313 memory: 13712 grad_norm: 4.5470 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.2926 loss: 1.2926 2022/08/11 13:13:27 - mmengine - INFO - Epoch(train) [46][1420/1879] lr: 2.0000e-04 eta: 1:25:03 time: 0.8743 data_time: 0.0211 memory: 13712 grad_norm: 4.5857 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3637 loss: 1.3637 2022/08/11 13:13:39 - mmengine - INFO - Epoch(train) [46][1440/1879] lr: 2.0000e-04 eta: 1:24:50 time: 0.5900 data_time: 0.0248 memory: 13712 grad_norm: 4.4426 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.2374 loss: 1.2374 2022/08/11 13:13:42 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 13:13:52 - mmengine - INFO - Epoch(train) [46][1460/1879] lr: 2.0000e-04 eta: 1:24:38 time: 0.6730 data_time: 0.0182 memory: 13712 grad_norm: 4.5368 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.2052 loss: 1.2052 2022/08/11 13:14:06 - mmengine - INFO - Epoch(train) [46][1480/1879] lr: 2.0000e-04 eta: 1:24:25 time: 0.6685 data_time: 0.0193 memory: 13712 grad_norm: 4.4019 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2452 loss: 1.2452 2022/08/11 13:14:25 - mmengine - INFO - Epoch(train) [46][1500/1879] lr: 2.0000e-04 eta: 1:24:13 time: 0.9653 data_time: 0.3840 memory: 13712 grad_norm: 4.4707 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.1256 loss: 1.1256 2022/08/11 13:14:37 - mmengine - INFO - Epoch(train) [46][1520/1879] lr: 2.0000e-04 eta: 1:24:00 time: 0.5816 data_time: 0.0141 memory: 13712 grad_norm: 4.6087 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.3342 loss: 1.3342 2022/08/11 13:14:48 - mmengine - INFO - Epoch(train) [46][1540/1879] lr: 2.0000e-04 eta: 1:23:47 time: 0.5888 data_time: 0.0200 memory: 13712 grad_norm: 4.5916 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2855 loss: 1.2855 2022/08/11 13:15:00 - mmengine - INFO - Epoch(train) [46][1560/1879] lr: 2.0000e-04 eta: 1:23:34 time: 0.5916 data_time: 0.0165 memory: 13712 grad_norm: 4.4169 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3880 loss: 1.3880 2022/08/11 13:15:13 - mmengine - INFO - Epoch(train) [46][1580/1879] lr: 2.0000e-04 eta: 1:23:21 time: 0.6451 data_time: 0.0568 memory: 13712 grad_norm: 4.4601 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.2803 loss: 1.2803 2022/08/11 13:15:26 - mmengine - INFO - Epoch(train) [46][1600/1879] lr: 2.0000e-04 eta: 1:23:08 time: 0.6468 data_time: 0.0160 memory: 13712 grad_norm: 4.5679 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.2580 loss: 1.2580 2022/08/11 13:15:43 - mmengine - INFO - Epoch(train) [46][1620/1879] lr: 2.0000e-04 eta: 1:22:56 time: 0.8629 data_time: 0.0163 memory: 13712 grad_norm: 4.6146 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.2428 loss: 1.2428 2022/08/11 13:16:00 - mmengine - INFO - Epoch(train) [46][1640/1879] lr: 2.0000e-04 eta: 1:22:44 time: 0.8338 data_time: 0.0192 memory: 13712 grad_norm: 4.5647 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.2897 loss: 1.2897 2022/08/11 13:16:17 - mmengine - INFO - Epoch(train) [46][1660/1879] lr: 2.0000e-04 eta: 1:22:31 time: 0.8242 data_time: 0.0187 memory: 13712 grad_norm: 4.4312 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.2212 loss: 1.2212 2022/08/11 13:16:35 - mmengine - INFO - Epoch(train) [46][1680/1879] lr: 2.0000e-04 eta: 1:22:19 time: 0.9175 data_time: 0.0227 memory: 13712 grad_norm: 4.6360 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.0461 loss: 1.0461 2022/08/11 13:16:51 - mmengine - INFO - Epoch(train) [46][1700/1879] lr: 2.0000e-04 eta: 1:22:06 time: 0.8112 data_time: 0.0187 memory: 13712 grad_norm: 4.5383 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.3250 loss: 1.3250 2022/08/11 13:17:10 - mmengine - INFO - Epoch(train) [46][1720/1879] lr: 2.0000e-04 eta: 1:21:54 time: 0.9460 data_time: 0.0186 memory: 13712 grad_norm: 4.6237 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.2707 loss: 1.2707 2022/08/11 13:17:24 - mmengine - INFO - Epoch(train) [46][1740/1879] lr: 2.0000e-04 eta: 1:21:41 time: 0.7014 data_time: 0.0190 memory: 13712 grad_norm: 4.4615 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.2440 loss: 1.2440 2022/08/11 13:17:37 - mmengine - INFO - Epoch(train) [46][1760/1879] lr: 2.0000e-04 eta: 1:21:28 time: 0.6333 data_time: 0.0158 memory: 13712 grad_norm: 4.6626 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.2738 loss: 1.2738 2022/08/11 13:17:57 - mmengine - INFO - Epoch(train) [46][1780/1879] lr: 2.0000e-04 eta: 1:21:16 time: 0.9991 data_time: 0.0183 memory: 13712 grad_norm: 4.5505 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.2776 loss: 1.2776 2022/08/11 13:18:10 - mmengine - INFO - Epoch(train) [46][1800/1879] lr: 2.0000e-04 eta: 1:21:04 time: 0.6715 data_time: 0.0187 memory: 13712 grad_norm: 4.4581 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.4256 loss: 1.4256 2022/08/11 13:18:26 - mmengine - INFO - Epoch(train) [46][1820/1879] lr: 2.0000e-04 eta: 1:20:51 time: 0.7774 data_time: 0.0169 memory: 13712 grad_norm: 4.4716 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.4158 loss: 1.4158 2022/08/11 13:18:45 - mmengine - INFO - Epoch(train) [46][1840/1879] lr: 2.0000e-04 eta: 1:20:39 time: 0.9552 data_time: 0.0188 memory: 13712 grad_norm: 4.4075 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.2733 loss: 1.2733 2022/08/11 13:19:01 - mmengine - INFO - Epoch(train) [46][1860/1879] lr: 2.0000e-04 eta: 1:20:26 time: 0.8210 data_time: 0.0167 memory: 13712 grad_norm: 4.4775 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.1370 loss: 1.1370 2022/08/11 13:19:13 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 13:19:13 - mmengine - INFO - Epoch(train) [46][1879/1879] lr: 2.0000e-04 eta: 1:20:26 time: 0.6182 data_time: 0.0174 memory: 13712 grad_norm: 4.6355 top1_acc: 0.5714 top5_acc: 0.5714 loss_cls: 1.4591 loss: 1.4591 2022/08/11 13:20:42 - mmengine - INFO - Epoch(val) [46][20/155] eta: 0:09:57 time: 4.4246 data_time: 3.0398 memory: 14838 2022/08/11 13:21:33 - mmengine - INFO - Epoch(val) [46][40/155] eta: 0:04:57 time: 2.5838 data_time: 1.2043 memory: 14838 2022/08/11 13:22:42 - mmengine - INFO - Epoch(val) [46][60/155] eta: 0:05:26 time: 3.4404 data_time: 2.0606 memory: 14838 2022/08/11 13:23:50 - mmengine - INFO - Epoch(val) [46][80/155] eta: 0:04:14 time: 3.3867 data_time: 1.9955 memory: 14838 2022/08/11 13:24:50 - mmengine - INFO - Epoch(val) [46][100/155] eta: 0:02:46 time: 3.0232 data_time: 1.6509 memory: 14838 2022/08/11 13:26:03 - mmengine - INFO - Epoch(val) [46][120/155] eta: 0:02:07 time: 3.6450 data_time: 2.2662 memory: 14838 2022/08/11 13:27:12 - mmengine - INFO - Epoch(val) [46][140/155] eta: 0:00:51 time: 3.4099 data_time: 2.0389 memory: 14838 2022/08/11 13:28:14 - mmengine - INFO - Epoch(val) [46][155/155] acc/top1: 0.7268 acc/top5: 0.9041 acc/mean1: 0.7267 2022/08/11 13:28:15 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_r50_dense_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_46.pth is removed 2022/08/11 13:28:16 - mmengine - INFO - The best checkpoint with 0.7268 acc/top1 at 47 epoch is saved to best_acc/top1_epoch_47.pth. 2022/08/11 13:28:40 - mmengine - INFO - Epoch(train) [47][20/1879] lr: 2.0000e-04 eta: 1:20:01 time: 1.1793 data_time: 0.2152 memory: 14838 grad_norm: 4.4693 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.2133 loss: 1.2133 2022/08/11 13:28:52 - mmengine - INFO - Epoch(train) [47][40/1879] lr: 2.0000e-04 eta: 1:19:48 time: 0.6019 data_time: 0.0225 memory: 13712 grad_norm: 4.4250 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.2871 loss: 1.2871 2022/08/11 13:29:06 - mmengine - INFO - Epoch(train) [47][60/1879] lr: 2.0000e-04 eta: 1:19:36 time: 0.7225 data_time: 0.0164 memory: 13712 grad_norm: 4.5286 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.1888 loss: 1.1888 2022/08/11 13:29:20 - mmengine - INFO - Epoch(train) [47][80/1879] lr: 2.0000e-04 eta: 1:19:23 time: 0.6995 data_time: 0.0180 memory: 13712 grad_norm: 4.5664 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2841 loss: 1.2841 2022/08/11 13:29:40 - mmengine - INFO - Epoch(train) [47][100/1879] lr: 2.0000e-04 eta: 1:19:11 time: 0.9580 data_time: 0.0178 memory: 13712 grad_norm: 4.6921 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.3280 loss: 1.3280 2022/08/11 13:29:55 - mmengine - INFO - Epoch(train) [47][120/1879] lr: 2.0000e-04 eta: 1:18:58 time: 0.7962 data_time: 0.0204 memory: 13712 grad_norm: 4.4701 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.1567 loss: 1.1567 2022/08/11 13:30:10 - mmengine - INFO - Epoch(train) [47][140/1879] lr: 2.0000e-04 eta: 1:18:45 time: 0.7121 data_time: 0.0165 memory: 13712 grad_norm: 4.4979 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1101 loss: 1.1101 2022/08/11 13:30:32 - mmengine - INFO - Epoch(train) [47][160/1879] lr: 2.0000e-04 eta: 1:18:33 time: 1.0935 data_time: 0.0268 memory: 13712 grad_norm: 4.5894 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.5044 loss: 1.5044 2022/08/11 13:30:43 - mmengine - INFO - Epoch(train) [47][180/1879] lr: 2.0000e-04 eta: 1:18:20 time: 0.5867 data_time: 0.0181 memory: 13712 grad_norm: 4.5410 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.2691 loss: 1.2691 2022/08/11 13:31:01 - mmengine - INFO - Epoch(train) [47][200/1879] lr: 2.0000e-04 eta: 1:18:08 time: 0.9086 data_time: 0.0195 memory: 13712 grad_norm: 4.4606 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3137 loss: 1.3137 2022/08/11 13:31:16 - mmengine - INFO - Epoch(train) [47][220/1879] lr: 2.0000e-04 eta: 1:17:55 time: 0.7260 data_time: 0.0183 memory: 13712 grad_norm: 4.5009 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3363 loss: 1.3363 2022/08/11 13:31:32 - mmengine - INFO - Epoch(train) [47][240/1879] lr: 2.0000e-04 eta: 1:17:43 time: 0.7783 data_time: 0.0194 memory: 13712 grad_norm: 4.6625 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.5039 loss: 1.5039 2022/08/11 13:31:47 - mmengine - INFO - Epoch(train) [47][260/1879] lr: 2.0000e-04 eta: 1:17:30 time: 0.7875 data_time: 0.0178 memory: 13712 grad_norm: 4.3993 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2170 loss: 1.2170 2022/08/11 13:32:04 - mmengine - INFO - Epoch(train) [47][280/1879] lr: 2.0000e-04 eta: 1:17:18 time: 0.8288 data_time: 0.0194 memory: 13712 grad_norm: 4.5702 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.2726 loss: 1.2726 2022/08/11 13:32:19 - mmengine - INFO - Epoch(train) [47][300/1879] lr: 2.0000e-04 eta: 1:17:05 time: 0.7481 data_time: 0.0194 memory: 13712 grad_norm: 4.5664 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4453 loss: 1.4453 2022/08/11 13:32:35 - mmengine - INFO - Epoch(train) [47][320/1879] lr: 2.0000e-04 eta: 1:16:53 time: 0.8160 data_time: 0.0183 memory: 13712 grad_norm: 4.5854 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.2656 loss: 1.2656 2022/08/11 13:32:55 - mmengine - INFO - Epoch(train) [47][340/1879] lr: 2.0000e-04 eta: 1:16:40 time: 1.0110 data_time: 0.0170 memory: 13712 grad_norm: 4.5273 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.3024 loss: 1.3024 2022/08/11 13:33:12 - mmengine - INFO - Epoch(train) [47][360/1879] lr: 2.0000e-04 eta: 1:16:28 time: 0.8150 data_time: 0.0217 memory: 13712 grad_norm: 4.5546 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.1607 loss: 1.1607 2022/08/11 13:33:31 - mmengine - INFO - Epoch(train) [47][380/1879] lr: 2.0000e-04 eta: 1:16:16 time: 0.9753 data_time: 0.0160 memory: 13712 grad_norm: 4.6024 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.4217 loss: 1.4217 2022/08/11 13:33:44 - mmengine - INFO - Epoch(train) [47][400/1879] lr: 2.0000e-04 eta: 1:16:03 time: 0.6511 data_time: 0.0185 memory: 13712 grad_norm: 4.5431 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1912 loss: 1.1912 2022/08/11 13:33:56 - mmengine - INFO - Epoch(train) [47][420/1879] lr: 2.0000e-04 eta: 1:15:50 time: 0.5824 data_time: 0.0177 memory: 13712 grad_norm: 4.5188 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.2453 loss: 1.2453 2022/08/11 13:34:11 - mmengine - INFO - Epoch(train) [47][440/1879] lr: 2.0000e-04 eta: 1:15:37 time: 0.7413 data_time: 0.0194 memory: 13712 grad_norm: 4.5906 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5793 loss: 1.5793 2022/08/11 13:34:23 - mmengine - INFO - Epoch(train) [47][460/1879] lr: 2.0000e-04 eta: 1:15:24 time: 0.6230 data_time: 0.0191 memory: 13712 grad_norm: 4.6299 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2944 loss: 1.2944 2022/08/11 13:34:38 - mmengine - INFO - Epoch(train) [47][480/1879] lr: 2.0000e-04 eta: 1:15:12 time: 0.7437 data_time: 0.0172 memory: 13712 grad_norm: 4.5483 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1505 loss: 1.1505 2022/08/11 13:34:50 - mmengine - INFO - Epoch(train) [47][500/1879] lr: 2.0000e-04 eta: 1:14:59 time: 0.5828 data_time: 0.0191 memory: 13712 grad_norm: 4.4467 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.2002 loss: 1.2002 2022/08/11 13:35:02 - mmengine - INFO - Epoch(train) [47][520/1879] lr: 2.0000e-04 eta: 1:14:46 time: 0.5871 data_time: 0.0177 memory: 13712 grad_norm: 4.5247 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3972 loss: 1.3972 2022/08/11 13:35:23 - mmengine - INFO - Epoch(train) [47][540/1879] lr: 2.0000e-04 eta: 1:14:34 time: 1.0872 data_time: 0.0179 memory: 13712 grad_norm: 4.4536 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3216 loss: 1.3216 2022/08/11 13:35:37 - mmengine - INFO - Epoch(train) [47][560/1879] lr: 2.0000e-04 eta: 1:14:21 time: 0.6956 data_time: 0.0196 memory: 13712 grad_norm: 4.4442 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.3912 loss: 1.3912 2022/08/11 13:35:43 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 13:35:51 - mmengine - INFO - Epoch(train) [47][580/1879] lr: 2.0000e-04 eta: 1:14:08 time: 0.6800 data_time: 0.0178 memory: 13712 grad_norm: 4.5484 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.6353 loss: 1.6353 2022/08/11 13:36:08 - mmengine - INFO - Epoch(train) [47][600/1879] lr: 2.0000e-04 eta: 1:13:56 time: 0.8469 data_time: 0.0176 memory: 13712 grad_norm: 4.4633 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.1681 loss: 1.1681 2022/08/11 13:36:26 - mmengine - INFO - Epoch(train) [47][620/1879] lr: 2.0000e-04 eta: 1:13:43 time: 0.9081 data_time: 0.0172 memory: 13712 grad_norm: 4.4650 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.2144 loss: 1.2144 2022/08/11 13:36:42 - mmengine - INFO - Epoch(train) [47][640/1879] lr: 2.0000e-04 eta: 1:13:31 time: 0.8201 data_time: 0.0180 memory: 13712 grad_norm: 4.5057 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4013 loss: 1.4013 2022/08/11 13:36:59 - mmengine - INFO - Epoch(train) [47][660/1879] lr: 2.0000e-04 eta: 1:13:18 time: 0.8204 data_time: 0.0181 memory: 13712 grad_norm: 4.5702 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4950 loss: 1.4950 2022/08/11 13:37:13 - mmengine - INFO - Epoch(train) [47][680/1879] lr: 2.0000e-04 eta: 1:13:05 time: 0.7151 data_time: 0.0193 memory: 13712 grad_norm: 4.6108 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.3465 loss: 1.3465 2022/08/11 13:37:27 - mmengine - INFO - Epoch(train) [47][700/1879] lr: 2.0000e-04 eta: 1:12:53 time: 0.6704 data_time: 0.0173 memory: 13712 grad_norm: 4.4843 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 1.2399 loss: 1.2399 2022/08/11 13:37:40 - mmengine - INFO - Epoch(train) [47][720/1879] lr: 2.0000e-04 eta: 1:12:40 time: 0.6684 data_time: 0.0188 memory: 13712 grad_norm: 4.5686 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.4612 loss: 1.4612 2022/08/11 13:37:52 - mmengine - INFO - Epoch(train) [47][740/1879] lr: 2.0000e-04 eta: 1:12:27 time: 0.6177 data_time: 0.0193 memory: 13712 grad_norm: 4.4444 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.2112 loss: 1.2112 2022/08/11 13:38:06 - mmengine - INFO - Epoch(train) [47][760/1879] lr: 2.0000e-04 eta: 1:12:14 time: 0.6833 data_time: 0.0169 memory: 13712 grad_norm: 4.5454 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.2168 loss: 1.2168 2022/08/11 13:38:19 - mmengine - INFO - Epoch(train) [47][780/1879] lr: 2.0000e-04 eta: 1:12:01 time: 0.6749 data_time: 0.0186 memory: 13712 grad_norm: 4.3376 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1811 loss: 1.1811 2022/08/11 13:38:31 - mmengine - INFO - Epoch(train) [47][800/1879] lr: 2.0000e-04 eta: 1:11:49 time: 0.5804 data_time: 0.0198 memory: 13712 grad_norm: 4.5808 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3348 loss: 1.3348 2022/08/11 13:38:44 - mmengine - INFO - Epoch(train) [47][820/1879] lr: 2.0000e-04 eta: 1:11:36 time: 0.6164 data_time: 0.0176 memory: 13712 grad_norm: 4.5495 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3974 loss: 1.3974 2022/08/11 13:38:55 - mmengine - INFO - Epoch(train) [47][840/1879] lr: 2.0000e-04 eta: 1:11:23 time: 0.5870 data_time: 0.0241 memory: 13712 grad_norm: 4.5912 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.1274 loss: 1.1274 2022/08/11 13:39:07 - mmengine - INFO - Epoch(train) [47][860/1879] lr: 2.0000e-04 eta: 1:11:10 time: 0.5898 data_time: 0.0184 memory: 13712 grad_norm: 4.5713 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.1197 loss: 1.1197 2022/08/11 13:39:19 - mmengine - INFO - Epoch(train) [47][880/1879] lr: 2.0000e-04 eta: 1:10:57 time: 0.5793 data_time: 0.0191 memory: 13712 grad_norm: 4.4673 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3067 loss: 1.3067 2022/08/11 13:39:30 - mmengine - INFO - Epoch(train) [47][900/1879] lr: 2.0000e-04 eta: 1:10:44 time: 0.5773 data_time: 0.0186 memory: 13712 grad_norm: 4.6105 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 1.2242 loss: 1.2242 2022/08/11 13:39:45 - mmengine - INFO - Epoch(train) [47][920/1879] lr: 2.0000e-04 eta: 1:10:31 time: 0.7323 data_time: 0.0172 memory: 13712 grad_norm: 4.6620 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.2240 loss: 1.2240 2022/08/11 13:39:57 - mmengine - INFO - Epoch(train) [47][940/1879] lr: 2.0000e-04 eta: 1:10:18 time: 0.6043 data_time: 0.0258 memory: 13712 grad_norm: 4.5367 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3436 loss: 1.3436 2022/08/11 13:40:14 - mmengine - INFO - Epoch(train) [47][960/1879] lr: 2.0000e-04 eta: 1:10:06 time: 0.8690 data_time: 0.0176 memory: 13712 grad_norm: 4.4735 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4374 loss: 1.4374 2022/08/11 13:40:26 - mmengine - INFO - Epoch(train) [47][980/1879] lr: 2.0000e-04 eta: 1:09:53 time: 0.5892 data_time: 0.0206 memory: 13712 grad_norm: 4.4450 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.0536 loss: 1.0536 2022/08/11 13:40:38 - mmengine - INFO - Epoch(train) [47][1000/1879] lr: 2.0000e-04 eta: 1:09:40 time: 0.5865 data_time: 0.0174 memory: 13712 grad_norm: 4.4391 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.3017 loss: 1.3017 2022/08/11 13:40:49 - mmengine - INFO - Epoch(train) [47][1020/1879] lr: 2.0000e-04 eta: 1:09:27 time: 0.5836 data_time: 0.0181 memory: 13712 grad_norm: 4.4769 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.2582 loss: 1.2582 2022/08/11 13:41:01 - mmengine - INFO - Epoch(train) [47][1040/1879] lr: 2.0000e-04 eta: 1:09:14 time: 0.5816 data_time: 0.0182 memory: 13712 grad_norm: 4.3590 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.1838 loss: 1.1838 2022/08/11 13:41:13 - mmengine - INFO - Epoch(train) [47][1060/1879] lr: 2.0000e-04 eta: 1:09:01 time: 0.5840 data_time: 0.0178 memory: 13712 grad_norm: 4.5000 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.3469 loss: 1.3469 2022/08/11 13:41:24 - mmengine - INFO - Epoch(train) [47][1080/1879] lr: 2.0000e-04 eta: 1:08:48 time: 0.5787 data_time: 0.0181 memory: 13712 grad_norm: 4.5130 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.2811 loss: 1.2811 2022/08/11 13:41:36 - mmengine - INFO - Epoch(train) [47][1100/1879] lr: 2.0000e-04 eta: 1:08:35 time: 0.5769 data_time: 0.0181 memory: 13712 grad_norm: 4.5417 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.2170 loss: 1.2170 2022/08/11 13:41:47 - mmengine - INFO - Epoch(train) [47][1120/1879] lr: 2.0000e-04 eta: 1:08:23 time: 0.5754 data_time: 0.0183 memory: 13712 grad_norm: 4.4596 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.1182 loss: 1.1182 2022/08/11 13:41:59 - mmengine - INFO - Epoch(train) [47][1140/1879] lr: 2.0000e-04 eta: 1:08:10 time: 0.5747 data_time: 0.0192 memory: 13712 grad_norm: 4.6299 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.2433 loss: 1.2433 2022/08/11 13:42:11 - mmengine - INFO - Epoch(train) [47][1160/1879] lr: 2.0000e-04 eta: 1:07:57 time: 0.5967 data_time: 0.0188 memory: 13712 grad_norm: 4.5272 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3238 loss: 1.3238 2022/08/11 13:42:23 - mmengine - INFO - Epoch(train) [47][1180/1879] lr: 2.0000e-04 eta: 1:07:44 time: 0.5810 data_time: 0.0172 memory: 13712 grad_norm: 4.5519 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.2232 loss: 1.2232 2022/08/11 13:42:34 - mmengine - INFO - Epoch(train) [47][1200/1879] lr: 2.0000e-04 eta: 1:07:31 time: 0.5800 data_time: 0.0185 memory: 13712 grad_norm: 4.5105 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.1339 loss: 1.1339 2022/08/11 13:42:46 - mmengine - INFO - Epoch(train) [47][1220/1879] lr: 2.0000e-04 eta: 1:07:18 time: 0.5911 data_time: 0.0202 memory: 13712 grad_norm: 4.6588 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.3626 loss: 1.3626 2022/08/11 13:42:57 - mmengine - INFO - Epoch(train) [47][1240/1879] lr: 2.0000e-04 eta: 1:07:05 time: 0.5733 data_time: 0.0170 memory: 13712 grad_norm: 4.5050 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.2648 loss: 1.2648 2022/08/11 13:43:09 - mmengine - INFO - Epoch(train) [47][1260/1879] lr: 2.0000e-04 eta: 1:06:52 time: 0.5872 data_time: 0.0195 memory: 13712 grad_norm: 4.5804 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3150 loss: 1.3150 2022/08/11 13:43:21 - mmengine - INFO - Epoch(train) [47][1280/1879] lr: 2.0000e-04 eta: 1:06:39 time: 0.5952 data_time: 0.0191 memory: 13712 grad_norm: 4.5543 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.2179 loss: 1.2179 2022/08/11 13:43:33 - mmengine - INFO - Epoch(train) [47][1300/1879] lr: 2.0000e-04 eta: 1:06:26 time: 0.5851 data_time: 0.0183 memory: 13712 grad_norm: 4.6484 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3148 loss: 1.3148 2022/08/11 13:43:45 - mmengine - INFO - Epoch(train) [47][1320/1879] lr: 2.0000e-04 eta: 1:06:14 time: 0.6294 data_time: 0.0195 memory: 13712 grad_norm: 4.4692 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2242 loss: 1.2242 2022/08/11 13:43:59 - mmengine - INFO - Epoch(train) [47][1340/1879] lr: 2.0000e-04 eta: 1:06:01 time: 0.6651 data_time: 0.0182 memory: 13712 grad_norm: 4.5464 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2107 loss: 1.2107 2022/08/11 13:44:11 - mmengine - INFO - Epoch(train) [47][1360/1879] lr: 2.0000e-04 eta: 1:05:48 time: 0.6170 data_time: 0.0195 memory: 13712 grad_norm: 4.6344 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.1813 loss: 1.1813 2022/08/11 13:44:24 - mmengine - INFO - Epoch(train) [47][1380/1879] lr: 2.0000e-04 eta: 1:05:35 time: 0.6485 data_time: 0.0175 memory: 13712 grad_norm: 4.5439 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.2787 loss: 1.2787 2022/08/11 13:44:36 - mmengine - INFO - Epoch(train) [47][1400/1879] lr: 2.0000e-04 eta: 1:05:22 time: 0.5852 data_time: 0.0215 memory: 13712 grad_norm: 4.5359 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 1.2181 loss: 1.2181 2022/08/11 13:44:47 - mmengine - INFO - Epoch(train) [47][1420/1879] lr: 2.0000e-04 eta: 1:05:09 time: 0.5822 data_time: 0.0178 memory: 13712 grad_norm: 4.6258 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.2314 loss: 1.2314 2022/08/11 13:44:59 - mmengine - INFO - Epoch(train) [47][1440/1879] lr: 2.0000e-04 eta: 1:04:56 time: 0.5823 data_time: 0.0172 memory: 13712 grad_norm: 4.5686 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.2549 loss: 1.2549 2022/08/11 13:45:15 - mmengine - INFO - Epoch(train) [47][1460/1879] lr: 2.0000e-04 eta: 1:04:44 time: 0.7824 data_time: 0.0181 memory: 13712 grad_norm: 4.5312 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.3160 loss: 1.3160 2022/08/11 13:45:27 - mmengine - INFO - Epoch(train) [47][1480/1879] lr: 2.0000e-04 eta: 1:04:31 time: 0.6074 data_time: 0.0179 memory: 13712 grad_norm: 4.5979 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3786 loss: 1.3786 2022/08/11 13:45:39 - mmengine - INFO - Epoch(train) [47][1500/1879] lr: 2.0000e-04 eta: 1:04:18 time: 0.5869 data_time: 0.0185 memory: 13712 grad_norm: 4.5159 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3098 loss: 1.3098 2022/08/11 13:45:50 - mmengine - INFO - Epoch(train) [47][1520/1879] lr: 2.0000e-04 eta: 1:04:05 time: 0.5744 data_time: 0.0190 memory: 13712 grad_norm: 4.5099 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.1364 loss: 1.1364 2022/08/11 13:46:02 - mmengine - INFO - Epoch(train) [47][1540/1879] lr: 2.0000e-04 eta: 1:03:52 time: 0.5762 data_time: 0.0176 memory: 13712 grad_norm: 4.6326 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2995 loss: 1.2995 2022/08/11 13:46:13 - mmengine - INFO - Epoch(train) [47][1560/1879] lr: 2.0000e-04 eta: 1:03:39 time: 0.5894 data_time: 0.0175 memory: 13712 grad_norm: 4.5870 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.2658 loss: 1.2658 2022/08/11 13:46:17 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 13:46:25 - mmengine - INFO - Epoch(train) [47][1580/1879] lr: 2.0000e-04 eta: 1:03:26 time: 0.5796 data_time: 0.0176 memory: 13712 grad_norm: 4.5076 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.2777 loss: 1.2777 2022/08/11 13:46:40 - mmengine - INFO - Epoch(train) [47][1600/1879] lr: 2.0000e-04 eta: 1:03:14 time: 0.7243 data_time: 0.0181 memory: 13712 grad_norm: 4.4450 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.2738 loss: 1.2738 2022/08/11 13:46:51 - mmengine - INFO - Epoch(train) [47][1620/1879] lr: 2.0000e-04 eta: 1:03:01 time: 0.5818 data_time: 0.0193 memory: 13712 grad_norm: 4.6269 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.1969 loss: 1.1969 2022/08/11 13:47:03 - mmengine - INFO - Epoch(train) [47][1640/1879] lr: 2.0000e-04 eta: 1:02:48 time: 0.5830 data_time: 0.0190 memory: 13712 grad_norm: 4.5659 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2208 loss: 1.2208 2022/08/11 13:47:15 - mmengine - INFO - Epoch(train) [47][1660/1879] lr: 2.0000e-04 eta: 1:02:35 time: 0.5860 data_time: 0.0176 memory: 13712 grad_norm: 4.3912 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.3584 loss: 1.3584 2022/08/11 13:47:26 - mmengine - INFO - Epoch(train) [47][1680/1879] lr: 2.0000e-04 eta: 1:02:22 time: 0.5805 data_time: 0.0190 memory: 13712 grad_norm: 4.6619 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3950 loss: 1.3950 2022/08/11 13:47:38 - mmengine - INFO - Epoch(train) [47][1700/1879] lr: 2.0000e-04 eta: 1:02:09 time: 0.5787 data_time: 0.0180 memory: 13712 grad_norm: 4.6388 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2631 loss: 1.2631 2022/08/11 13:47:51 - mmengine - INFO - Epoch(train) [47][1720/1879] lr: 2.0000e-04 eta: 1:01:56 time: 0.6421 data_time: 0.0194 memory: 13712 grad_norm: 4.5823 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.3080 loss: 1.3080 2022/08/11 13:48:05 - mmengine - INFO - Epoch(train) [47][1740/1879] lr: 2.0000e-04 eta: 1:01:43 time: 0.7076 data_time: 0.0193 memory: 13712 grad_norm: 4.4974 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0786 loss: 1.0786 2022/08/11 13:48:20 - mmengine - INFO - Epoch(train) [47][1760/1879] lr: 2.0000e-04 eta: 1:01:31 time: 0.7600 data_time: 0.0175 memory: 13712 grad_norm: 4.5760 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.2127 loss: 1.2127 2022/08/11 13:48:40 - mmengine - INFO - Epoch(train) [47][1780/1879] lr: 2.0000e-04 eta: 1:01:18 time: 0.9822 data_time: 0.0243 memory: 13712 grad_norm: 4.5515 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3497 loss: 1.3497 2022/08/11 13:48:54 - mmengine - INFO - Epoch(train) [47][1800/1879] lr: 2.0000e-04 eta: 1:01:06 time: 0.7153 data_time: 0.0190 memory: 13712 grad_norm: 4.4404 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.2808 loss: 1.2808 2022/08/11 13:49:09 - mmengine - INFO - Epoch(train) [47][1820/1879] lr: 2.0000e-04 eta: 1:00:53 time: 0.7479 data_time: 0.0169 memory: 13712 grad_norm: 4.4658 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 1.1989 loss: 1.1989 2022/08/11 13:49:21 - mmengine - INFO - Epoch(train) [47][1840/1879] lr: 2.0000e-04 eta: 1:00:40 time: 0.5838 data_time: 0.0207 memory: 13712 grad_norm: 4.4734 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.3782 loss: 1.3782 2022/08/11 13:49:32 - mmengine - INFO - Epoch(train) [47][1860/1879] lr: 2.0000e-04 eta: 1:00:27 time: 0.5802 data_time: 0.0192 memory: 13712 grad_norm: 4.4974 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3112 loss: 1.3112 2022/08/11 13:49:43 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 13:49:43 - mmengine - INFO - Epoch(train) [47][1879/1879] lr: 2.0000e-04 eta: 1:00:27 time: 0.5754 data_time: 0.0170 memory: 13712 grad_norm: 4.6615 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 1.4904 loss: 1.4904 2022/08/11 13:51:04 - mmengine - INFO - Epoch(val) [47][20/155] eta: 0:09:04 time: 4.0334 data_time: 2.6436 memory: 14838 2022/08/11 13:52:12 - mmengine - INFO - Epoch(val) [47][40/155] eta: 0:06:29 time: 3.3830 data_time: 1.9987 memory: 14838 2022/08/11 13:53:09 - mmengine - INFO - Epoch(val) [47][60/155] eta: 0:04:32 time: 2.8650 data_time: 1.4840 memory: 14838 2022/08/11 13:54:17 - mmengine - INFO - Epoch(val) [47][80/155] eta: 0:04:15 time: 3.4084 data_time: 2.0323 memory: 14838 2022/08/11 13:55:20 - mmengine - INFO - Epoch(val) [47][100/155] eta: 0:02:52 time: 3.1350 data_time: 1.7597 memory: 14838 2022/08/11 13:56:29 - mmengine - INFO - Epoch(val) [47][120/155] eta: 0:02:01 time: 3.4577 data_time: 2.0803 memory: 14838 2022/08/11 13:57:24 - mmengine - INFO - Epoch(val) [47][140/155] eta: 0:00:41 time: 2.7718 data_time: 1.3994 memory: 14838 2022/08/11 13:58:25 - mmengine - INFO - Epoch(val) [47][155/155] acc/top1: 0.7271 acc/top5: 0.9051 acc/mean1: 0.7270 2022/08/11 13:58:25 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_r50_dense_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_47.pth is removed 2022/08/11 13:58:27 - mmengine - INFO - The best checkpoint with 0.7271 acc/top1 at 48 epoch is saved to best_acc/top1_epoch_48.pth. 2022/08/11 13:58:42 - mmengine - INFO - Epoch(train) [48][20/1879] lr: 2.0000e-04 eta: 1:00:02 time: 0.7372 data_time: 0.1168 memory: 14838 grad_norm: 4.5016 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.3823 loss: 1.3823 2022/08/11 13:58:53 - mmengine - INFO - Epoch(train) [48][40/1879] lr: 2.0000e-04 eta: 0:59:49 time: 0.5771 data_time: 0.0182 memory: 13712 grad_norm: 4.5463 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2464 loss: 1.2464 2022/08/11 13:59:05 - mmengine - INFO - Epoch(train) [48][60/1879] lr: 2.0000e-04 eta: 0:59:36 time: 0.5798 data_time: 0.0197 memory: 13712 grad_norm: 4.4532 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2898 loss: 1.2898 2022/08/11 13:59:17 - mmengine - INFO - Epoch(train) [48][80/1879] lr: 2.0000e-04 eta: 0:59:23 time: 0.5831 data_time: 0.0192 memory: 13712 grad_norm: 4.5173 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4762 loss: 1.4762 2022/08/11 13:59:28 - mmengine - INFO - Epoch(train) [48][100/1879] lr: 2.0000e-04 eta: 0:59:10 time: 0.5714 data_time: 0.0177 memory: 13712 grad_norm: 4.5400 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.3293 loss: 1.3293 2022/08/11 13:59:40 - mmengine - INFO - Epoch(train) [48][120/1879] lr: 2.0000e-04 eta: 0:58:57 time: 0.5752 data_time: 0.0186 memory: 13712 grad_norm: 4.7589 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2221 loss: 1.2221 2022/08/11 13:59:51 - mmengine - INFO - Epoch(train) [48][140/1879] lr: 2.0000e-04 eta: 0:58:44 time: 0.5723 data_time: 0.0189 memory: 13712 grad_norm: 4.5571 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.2425 loss: 1.2425 2022/08/11 14:00:03 - mmengine - INFO - Epoch(train) [48][160/1879] lr: 2.0000e-04 eta: 0:58:31 time: 0.5730 data_time: 0.0194 memory: 13712 grad_norm: 4.5499 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3731 loss: 1.3731 2022/08/11 14:00:15 - mmengine - INFO - Epoch(train) [48][180/1879] lr: 2.0000e-04 eta: 0:58:18 time: 0.6391 data_time: 0.0797 memory: 13712 grad_norm: 4.6038 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3384 loss: 1.3384 2022/08/11 14:00:27 - mmengine - INFO - Epoch(train) [48][200/1879] lr: 2.0000e-04 eta: 0:58:05 time: 0.5719 data_time: 0.0190 memory: 13712 grad_norm: 4.6198 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3441 loss: 1.3441 2022/08/11 14:00:38 - mmengine - INFO - Epoch(train) [48][220/1879] lr: 2.0000e-04 eta: 0:57:53 time: 0.5752 data_time: 0.0179 memory: 13712 grad_norm: 4.4278 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 1.0818 loss: 1.0818 2022/08/11 14:00:50 - mmengine - INFO - Epoch(train) [48][240/1879] lr: 2.0000e-04 eta: 0:57:40 time: 0.5800 data_time: 0.0184 memory: 13712 grad_norm: 4.6592 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3036 loss: 1.3036 2022/08/11 14:01:01 - mmengine - INFO - Epoch(train) [48][260/1879] lr: 2.0000e-04 eta: 0:57:27 time: 0.5736 data_time: 0.0198 memory: 13712 grad_norm: 4.6002 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2316 loss: 1.2316 2022/08/11 14:01:13 - mmengine - INFO - Epoch(train) [48][280/1879] lr: 2.0000e-04 eta: 0:57:14 time: 0.5760 data_time: 0.0188 memory: 13712 grad_norm: 4.5912 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.1726 loss: 1.1726 2022/08/11 14:01:25 - mmengine - INFO - Epoch(train) [48][300/1879] lr: 2.0000e-04 eta: 0:57:01 time: 0.5809 data_time: 0.0171 memory: 13712 grad_norm: 4.5191 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.1988 loss: 1.1988 2022/08/11 14:01:36 - mmengine - INFO - Epoch(train) [48][320/1879] lr: 2.0000e-04 eta: 0:56:48 time: 0.5811 data_time: 0.0194 memory: 13712 grad_norm: 4.4888 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.3240 loss: 1.3240 2022/08/11 14:01:48 - mmengine - INFO - Epoch(train) [48][340/1879] lr: 2.0000e-04 eta: 0:56:35 time: 0.5876 data_time: 0.0183 memory: 13712 grad_norm: 4.4175 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3370 loss: 1.3370 2022/08/11 14:02:00 - mmengine - INFO - Epoch(train) [48][360/1879] lr: 2.0000e-04 eta: 0:56:22 time: 0.5866 data_time: 0.0189 memory: 13712 grad_norm: 4.4969 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 1.2266 loss: 1.2266 2022/08/11 14:02:12 - mmengine - INFO - Epoch(train) [48][380/1879] lr: 2.0000e-04 eta: 0:56:09 time: 0.6032 data_time: 0.0370 memory: 13712 grad_norm: 4.5625 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1760 loss: 1.1760 2022/08/11 14:02:23 - mmengine - INFO - Epoch(train) [48][400/1879] lr: 2.0000e-04 eta: 0:55:57 time: 0.5804 data_time: 0.0179 memory: 13712 grad_norm: 4.5218 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.3352 loss: 1.3352 2022/08/11 14:02:35 - mmengine - INFO - Epoch(train) [48][420/1879] lr: 2.0000e-04 eta: 0:55:44 time: 0.5735 data_time: 0.0197 memory: 13712 grad_norm: 4.4906 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4586 loss: 1.4586 2022/08/11 14:02:47 - mmengine - INFO - Epoch(train) [48][440/1879] lr: 2.0000e-04 eta: 0:55:31 time: 0.5823 data_time: 0.0185 memory: 13712 grad_norm: 4.5227 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.3978 loss: 1.3978 2022/08/11 14:02:58 - mmengine - INFO - Epoch(train) [48][460/1879] lr: 2.0000e-04 eta: 0:55:18 time: 0.5750 data_time: 0.0172 memory: 13712 grad_norm: 4.4560 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.2753 loss: 1.2753 2022/08/11 14:03:10 - mmengine - INFO - Epoch(train) [48][480/1879] lr: 2.0000e-04 eta: 0:55:05 time: 0.5794 data_time: 0.0184 memory: 13712 grad_norm: 4.5823 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.3060 loss: 1.3060 2022/08/11 14:03:21 - mmengine - INFO - Epoch(train) [48][500/1879] lr: 2.0000e-04 eta: 0:54:52 time: 0.5786 data_time: 0.0183 memory: 13712 grad_norm: 4.4387 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.1287 loss: 1.1287 2022/08/11 14:03:33 - mmengine - INFO - Epoch(train) [48][520/1879] lr: 2.0000e-04 eta: 0:54:39 time: 0.5826 data_time: 0.0257 memory: 13712 grad_norm: 4.5115 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.2368 loss: 1.2368 2022/08/11 14:03:44 - mmengine - INFO - Epoch(train) [48][540/1879] lr: 2.0000e-04 eta: 0:54:26 time: 0.5723 data_time: 0.0186 memory: 13712 grad_norm: 4.5394 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.2502 loss: 1.2502 2022/08/11 14:03:56 - mmengine - INFO - Epoch(train) [48][560/1879] lr: 2.0000e-04 eta: 0:54:13 time: 0.5760 data_time: 0.0178 memory: 13712 grad_norm: 4.4448 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3440 loss: 1.3440 2022/08/11 14:04:07 - mmengine - INFO - Epoch(train) [48][580/1879] lr: 2.0000e-04 eta: 0:54:00 time: 0.5757 data_time: 0.0186 memory: 13712 grad_norm: 4.5869 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.2732 loss: 1.2732 2022/08/11 14:04:19 - mmengine - INFO - Epoch(train) [48][600/1879] lr: 2.0000e-04 eta: 0:53:48 time: 0.5756 data_time: 0.0184 memory: 13712 grad_norm: 4.5355 top1_acc: 0.5625 top5_acc: 1.0000 loss_cls: 1.2276 loss: 1.2276 2022/08/11 14:04:31 - mmengine - INFO - Epoch(train) [48][620/1879] lr: 2.0000e-04 eta: 0:53:35 time: 0.5816 data_time: 0.0167 memory: 13712 grad_norm: 4.5899 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.2787 loss: 1.2787 2022/08/11 14:04:42 - mmengine - INFO - Epoch(train) [48][640/1879] lr: 2.0000e-04 eta: 0:53:22 time: 0.5805 data_time: 0.0194 memory: 13712 grad_norm: 4.5919 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3131 loss: 1.3131 2022/08/11 14:04:54 - mmengine - INFO - Epoch(train) [48][660/1879] lr: 2.0000e-04 eta: 0:53:09 time: 0.5821 data_time: 0.0172 memory: 13712 grad_norm: 4.5475 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.4313 loss: 1.4313 2022/08/11 14:05:06 - mmengine - INFO - Epoch(train) [48][680/1879] lr: 2.0000e-04 eta: 0:52:56 time: 0.5832 data_time: 0.0177 memory: 13712 grad_norm: 4.6196 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.3398 loss: 1.3398 2022/08/11 14:05:10 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 14:05:18 - mmengine - INFO - Epoch(train) [48][700/1879] lr: 2.0000e-04 eta: 0:52:43 time: 0.6228 data_time: 0.0365 memory: 13712 grad_norm: 4.5702 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5024 loss: 1.5024 2022/08/11 14:05:30 - mmengine - INFO - Epoch(train) [48][720/1879] lr: 2.0000e-04 eta: 0:52:30 time: 0.5805 data_time: 0.0206 memory: 13712 grad_norm: 4.6259 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.3064 loss: 1.3064 2022/08/11 14:05:42 - mmengine - INFO - Epoch(train) [48][740/1879] lr: 2.0000e-04 eta: 0:52:17 time: 0.5997 data_time: 0.0204 memory: 13712 grad_norm: 4.3800 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.2861 loss: 1.2861 2022/08/11 14:05:53 - mmengine - INFO - Epoch(train) [48][760/1879] lr: 2.0000e-04 eta: 0:52:05 time: 0.5821 data_time: 0.0184 memory: 13712 grad_norm: 4.4687 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.3608 loss: 1.3608 2022/08/11 14:06:05 - mmengine - INFO - Epoch(train) [48][780/1879] lr: 2.0000e-04 eta: 0:51:52 time: 0.5808 data_time: 0.0184 memory: 13712 grad_norm: 4.6333 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.2744 loss: 1.2744 2022/08/11 14:06:18 - mmengine - INFO - Epoch(train) [48][800/1879] lr: 2.0000e-04 eta: 0:51:39 time: 0.6429 data_time: 0.0177 memory: 13712 grad_norm: 4.4806 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2847 loss: 1.2847 2022/08/11 14:06:35 - mmengine - INFO - Epoch(train) [48][820/1879] lr: 2.0000e-04 eta: 0:51:26 time: 0.8754 data_time: 0.0177 memory: 13712 grad_norm: 4.4396 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.3914 loss: 1.3914 2022/08/11 14:06:47 - mmengine - INFO - Epoch(train) [48][840/1879] lr: 2.0000e-04 eta: 0:51:13 time: 0.5778 data_time: 0.0213 memory: 13712 grad_norm: 4.6860 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4694 loss: 1.4694 2022/08/11 14:07:01 - mmengine - INFO - Epoch(train) [48][860/1879] lr: 2.0000e-04 eta: 0:51:01 time: 0.6878 data_time: 0.0152 memory: 13712 grad_norm: 4.5792 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.2847 loss: 1.2847 2022/08/11 14:07:15 - mmengine - INFO - Epoch(train) [48][880/1879] lr: 2.0000e-04 eta: 0:50:48 time: 0.6996 data_time: 0.0173 memory: 13712 grad_norm: 4.6624 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.2792 loss: 1.2792 2022/08/11 14:07:27 - mmengine - INFO - Epoch(train) [48][900/1879] lr: 2.0000e-04 eta: 0:50:35 time: 0.5945 data_time: 0.0189 memory: 13712 grad_norm: 4.5465 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.2308 loss: 1.2308 2022/08/11 14:07:38 - mmengine - INFO - Epoch(train) [48][920/1879] lr: 2.0000e-04 eta: 0:50:22 time: 0.5838 data_time: 0.0171 memory: 13712 grad_norm: 4.5287 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.3083 loss: 1.3083 2022/08/11 14:07:51 - mmengine - INFO - Epoch(train) [48][940/1879] lr: 2.0000e-04 eta: 0:50:09 time: 0.6505 data_time: 0.0183 memory: 13712 grad_norm: 4.4947 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.3381 loss: 1.3381 2022/08/11 14:08:04 - mmengine - INFO - Epoch(train) [48][960/1879] lr: 2.0000e-04 eta: 0:49:57 time: 0.6384 data_time: 0.0185 memory: 13712 grad_norm: 4.6218 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.1375 loss: 1.1375 2022/08/11 14:08:16 - mmengine - INFO - Epoch(train) [48][980/1879] lr: 2.0000e-04 eta: 0:49:44 time: 0.5747 data_time: 0.0187 memory: 13712 grad_norm: 4.4433 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0618 loss: 1.0618 2022/08/11 14:08:27 - mmengine - INFO - Epoch(train) [48][1000/1879] lr: 2.0000e-04 eta: 0:49:31 time: 0.5768 data_time: 0.0185 memory: 13712 grad_norm: 4.3718 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.2949 loss: 1.2949 2022/08/11 14:08:39 - mmengine - INFO - Epoch(train) [48][1020/1879] lr: 2.0000e-04 eta: 0:49:18 time: 0.5845 data_time: 0.0178 memory: 13712 grad_norm: 4.5324 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.1952 loss: 1.1952 2022/08/11 14:08:51 - mmengine - INFO - Epoch(train) [48][1040/1879] lr: 2.0000e-04 eta: 0:49:05 time: 0.6149 data_time: 0.0183 memory: 13712 grad_norm: 4.4053 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.3115 loss: 1.3115 2022/08/11 14:09:03 - mmengine - INFO - Epoch(train) [48][1060/1879] lr: 2.0000e-04 eta: 0:48:52 time: 0.5889 data_time: 0.0245 memory: 13712 grad_norm: 4.5766 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.1657 loss: 1.1657 2022/08/11 14:09:14 - mmengine - INFO - Epoch(train) [48][1080/1879] lr: 2.0000e-04 eta: 0:48:39 time: 0.5821 data_time: 0.0177 memory: 13712 grad_norm: 4.5659 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.2675 loss: 1.2675 2022/08/11 14:09:26 - mmengine - INFO - Epoch(train) [48][1100/1879] lr: 2.0000e-04 eta: 0:48:26 time: 0.5814 data_time: 0.0174 memory: 13712 grad_norm: 4.5036 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.3300 loss: 1.3300 2022/08/11 14:09:38 - mmengine - INFO - Epoch(train) [48][1120/1879] lr: 2.0000e-04 eta: 0:48:14 time: 0.5940 data_time: 0.0179 memory: 13712 grad_norm: 4.4979 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.0271 loss: 1.0271 2022/08/11 14:09:50 - mmengine - INFO - Epoch(train) [48][1140/1879] lr: 2.0000e-04 eta: 0:48:01 time: 0.5796 data_time: 0.0188 memory: 13712 grad_norm: 4.4783 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.2219 loss: 1.2219 2022/08/11 14:10:01 - mmengine - INFO - Epoch(train) [48][1160/1879] lr: 2.0000e-04 eta: 0:47:48 time: 0.5850 data_time: 0.0185 memory: 13712 grad_norm: 4.5441 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.1528 loss: 1.1528 2022/08/11 14:10:15 - mmengine - INFO - Epoch(train) [48][1180/1879] lr: 2.0000e-04 eta: 0:47:35 time: 0.6629 data_time: 0.0198 memory: 13712 grad_norm: 4.5794 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.1448 loss: 1.1448 2022/08/11 14:10:27 - mmengine - INFO - Epoch(train) [48][1200/1879] lr: 2.0000e-04 eta: 0:47:22 time: 0.6280 data_time: 0.0198 memory: 13712 grad_norm: 4.4927 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.2941 loss: 1.2941 2022/08/11 14:10:39 - mmengine - INFO - Epoch(train) [48][1220/1879] lr: 2.0000e-04 eta: 0:47:09 time: 0.5814 data_time: 0.0195 memory: 13712 grad_norm: 4.5347 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.2687 loss: 1.2687 2022/08/11 14:10:50 - mmengine - INFO - Epoch(train) [48][1240/1879] lr: 2.0000e-04 eta: 0:46:56 time: 0.5746 data_time: 0.0187 memory: 13712 grad_norm: 4.4626 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1933 loss: 1.1933 2022/08/11 14:11:02 - mmengine - INFO - Epoch(train) [48][1260/1879] lr: 2.0000e-04 eta: 0:46:44 time: 0.5737 data_time: 0.0179 memory: 13712 grad_norm: 4.6652 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.5106 loss: 1.5106 2022/08/11 14:11:14 - mmengine - INFO - Epoch(train) [48][1280/1879] lr: 2.0000e-04 eta: 0:46:31 time: 0.5978 data_time: 0.0191 memory: 13712 grad_norm: 4.5628 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.1646 loss: 1.1646 2022/08/11 14:11:25 - mmengine - INFO - Epoch(train) [48][1300/1879] lr: 2.0000e-04 eta: 0:46:18 time: 0.5731 data_time: 0.0181 memory: 13712 grad_norm: 4.6986 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.3997 loss: 1.3997 2022/08/11 14:11:37 - mmengine - INFO - Epoch(train) [48][1320/1879] lr: 2.0000e-04 eta: 0:46:05 time: 0.5863 data_time: 0.0265 memory: 13712 grad_norm: 4.5231 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.1215 loss: 1.1215 2022/08/11 14:11:49 - mmengine - INFO - Epoch(train) [48][1340/1879] lr: 2.0000e-04 eta: 0:45:52 time: 0.5820 data_time: 0.0173 memory: 13712 grad_norm: 4.6162 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4288 loss: 1.4288 2022/08/11 14:12:01 - mmengine - INFO - Epoch(train) [48][1360/1879] lr: 2.0000e-04 eta: 0:45:39 time: 0.6053 data_time: 0.0197 memory: 13712 grad_norm: 4.6474 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5248 loss: 1.5248 2022/08/11 14:12:12 - mmengine - INFO - Epoch(train) [48][1380/1879] lr: 2.0000e-04 eta: 0:45:26 time: 0.5800 data_time: 0.0168 memory: 13712 grad_norm: 4.5653 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3540 loss: 1.3540 2022/08/11 14:12:24 - mmengine - INFO - Epoch(train) [48][1400/1879] lr: 2.0000e-04 eta: 0:45:14 time: 0.5890 data_time: 0.0176 memory: 13712 grad_norm: 4.4754 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.2981 loss: 1.2981 2022/08/11 14:12:36 - mmengine - INFO - Epoch(train) [48][1420/1879] lr: 2.0000e-04 eta: 0:45:01 time: 0.5866 data_time: 0.0185 memory: 13712 grad_norm: 4.4393 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 1.3704 loss: 1.3704 2022/08/11 14:12:48 - mmengine - INFO - Epoch(train) [48][1440/1879] lr: 2.0000e-04 eta: 0:44:48 time: 0.5882 data_time: 0.0184 memory: 13712 grad_norm: 4.5552 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3028 loss: 1.3028 2022/08/11 14:12:59 - mmengine - INFO - Epoch(train) [48][1460/1879] lr: 2.0000e-04 eta: 0:44:35 time: 0.5781 data_time: 0.0176 memory: 13712 grad_norm: 4.4805 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3937 loss: 1.3937 2022/08/11 14:13:11 - mmengine - INFO - Epoch(train) [48][1480/1879] lr: 2.0000e-04 eta: 0:44:22 time: 0.5796 data_time: 0.0173 memory: 13712 grad_norm: 4.6250 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.3162 loss: 1.3162 2022/08/11 14:13:22 - mmengine - INFO - Epoch(train) [48][1500/1879] lr: 2.0000e-04 eta: 0:44:09 time: 0.5760 data_time: 0.0195 memory: 13712 grad_norm: 4.6388 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.2952 loss: 1.2952 2022/08/11 14:13:34 - mmengine - INFO - Epoch(train) [48][1520/1879] lr: 2.0000e-04 eta: 0:43:56 time: 0.5747 data_time: 0.0181 memory: 13712 grad_norm: 4.5401 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.1373 loss: 1.1373 2022/08/11 14:13:45 - mmengine - INFO - Epoch(train) [48][1540/1879] lr: 2.0000e-04 eta: 0:43:44 time: 0.5772 data_time: 0.0167 memory: 13712 grad_norm: 4.6708 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.5301 loss: 1.5301 2022/08/11 14:13:57 - mmengine - INFO - Epoch(train) [48][1560/1879] lr: 2.0000e-04 eta: 0:43:31 time: 0.5716 data_time: 0.0196 memory: 13712 grad_norm: 4.7005 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2765 loss: 1.2765 2022/08/11 14:14:08 - mmengine - INFO - Epoch(train) [48][1580/1879] lr: 2.0000e-04 eta: 0:43:18 time: 0.5760 data_time: 0.0189 memory: 13712 grad_norm: 4.5450 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.2933 loss: 1.2933 2022/08/11 14:14:20 - mmengine - INFO - Epoch(train) [48][1600/1879] lr: 2.0000e-04 eta: 0:43:05 time: 0.5735 data_time: 0.0189 memory: 13712 grad_norm: 4.4641 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.1999 loss: 1.1999 2022/08/11 14:14:31 - mmengine - INFO - Epoch(train) [48][1620/1879] lr: 2.0000e-04 eta: 0:42:52 time: 0.5728 data_time: 0.0190 memory: 13712 grad_norm: 4.4987 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.2505 loss: 1.2505 2022/08/11 14:14:43 - mmengine - INFO - Epoch(train) [48][1640/1879] lr: 2.0000e-04 eta: 0:42:39 time: 0.5740 data_time: 0.0189 memory: 13712 grad_norm: 4.6530 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.1411 loss: 1.1411 2022/08/11 14:14:54 - mmengine - INFO - Epoch(train) [48][1660/1879] lr: 2.0000e-04 eta: 0:42:26 time: 0.5745 data_time: 0.0184 memory: 13712 grad_norm: 4.6434 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.3154 loss: 1.3154 2022/08/11 14:15:06 - mmengine - INFO - Epoch(train) [48][1680/1879] lr: 2.0000e-04 eta: 0:42:13 time: 0.5751 data_time: 0.0189 memory: 13712 grad_norm: 4.4552 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.0882 loss: 1.0882 2022/08/11 14:15:10 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 14:15:17 - mmengine - INFO - Epoch(train) [48][1700/1879] lr: 2.0000e-04 eta: 0:42:01 time: 0.5824 data_time: 0.0317 memory: 13712 grad_norm: 4.6824 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 1.0827 loss: 1.0827 2022/08/11 14:15:29 - mmengine - INFO - Epoch(train) [48][1720/1879] lr: 2.0000e-04 eta: 0:41:48 time: 0.5895 data_time: 0.0197 memory: 13712 grad_norm: 4.4903 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.2082 loss: 1.2082 2022/08/11 14:15:41 - mmengine - INFO - Epoch(train) [48][1740/1879] lr: 2.0000e-04 eta: 0:41:35 time: 0.5860 data_time: 0.0156 memory: 13712 grad_norm: 4.5716 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.1568 loss: 1.1568 2022/08/11 14:15:53 - mmengine - INFO - Epoch(train) [48][1760/1879] lr: 2.0000e-04 eta: 0:41:22 time: 0.5941 data_time: 0.0249 memory: 13712 grad_norm: 4.6304 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.2908 loss: 1.2908 2022/08/11 14:16:05 - mmengine - INFO - Epoch(train) [48][1780/1879] lr: 2.0000e-04 eta: 0:41:09 time: 0.5932 data_time: 0.0186 memory: 13712 grad_norm: 4.4386 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.2964 loss: 1.2964 2022/08/11 14:16:17 - mmengine - INFO - Epoch(train) [48][1800/1879] lr: 2.0000e-04 eta: 0:40:56 time: 0.5882 data_time: 0.0200 memory: 13712 grad_norm: 4.5175 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.0803 loss: 1.0803 2022/08/11 14:16:28 - mmengine - INFO - Epoch(train) [48][1820/1879] lr: 2.0000e-04 eta: 0:40:43 time: 0.5788 data_time: 0.0194 memory: 13712 grad_norm: 4.5826 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 1.2994 loss: 1.2994 2022/08/11 14:16:40 - mmengine - INFO - Epoch(train) [48][1840/1879] lr: 2.0000e-04 eta: 0:40:31 time: 0.5785 data_time: 0.0198 memory: 13712 grad_norm: 4.4561 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.2881 loss: 1.2881 2022/08/11 14:16:51 - mmengine - INFO - Epoch(train) [48][1860/1879] lr: 2.0000e-04 eta: 0:40:18 time: 0.5821 data_time: 0.0170 memory: 13712 grad_norm: 4.5509 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3726 loss: 1.3726 2022/08/11 14:17:02 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 14:17:02 - mmengine - INFO - Epoch(train) [48][1879/1879] lr: 2.0000e-04 eta: 0:40:18 time: 0.5543 data_time: 0.0153 memory: 13712 grad_norm: 4.6293 top1_acc: 0.5714 top5_acc: 0.7143 loss_cls: 1.3767 loss: 1.3767 2022/08/11 14:17:02 - mmengine - INFO - Saving checkpoint at 48 epochs 2022/08/11 14:18:23 - mmengine - INFO - Epoch(val) [48][20/155] eta: 0:08:52 time: 3.9429 data_time: 2.5639 memory: 14838 2022/08/11 14:19:19 - mmengine - INFO - Epoch(val) [48][40/155] eta: 0:05:24 time: 2.8224 data_time: 1.4469 memory: 14838 2022/08/11 14:20:38 - mmengine - INFO - Epoch(val) [48][60/155] eta: 0:06:14 time: 3.9459 data_time: 2.5768 memory: 14838 2022/08/11 14:21:37 - mmengine - INFO - Epoch(val) [48][80/155] eta: 0:03:39 time: 2.9264 data_time: 1.5477 memory: 14838 2022/08/11 14:22:46 - mmengine - INFO - Epoch(val) [48][100/155] eta: 0:03:08 time: 3.4344 data_time: 2.0540 memory: 14838 2022/08/11 14:23:47 - mmengine - INFO - Epoch(val) [48][120/155] eta: 0:01:48 time: 3.0881 data_time: 1.7088 memory: 14838 2022/08/11 14:25:05 - mmengine - INFO - Epoch(val) [48][140/155] eta: 0:00:58 time: 3.8922 data_time: 2.5167 memory: 14838 2022/08/11 14:25:46 - mmengine - INFO - Epoch(val) [48][155/155] acc/top1: 0.7269 acc/top5: 0.9049 acc/mean1: 0.7268 2022/08/11 14:26:03 - mmengine - INFO - Epoch(train) [49][20/1879] lr: 2.0000e-04 eta: 0:39:52 time: 0.8346 data_time: 0.1341 memory: 14838 grad_norm: 4.6388 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.3219 loss: 1.3219 2022/08/11 14:26:15 - mmengine - INFO - Epoch(train) [49][40/1879] lr: 2.0000e-04 eta: 0:39:40 time: 0.5884 data_time: 0.0193 memory: 13712 grad_norm: 4.5115 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.1980 loss: 1.1980 2022/08/11 14:26:27 - mmengine - INFO - Epoch(train) [49][60/1879] lr: 2.0000e-04 eta: 0:39:27 time: 0.5826 data_time: 0.0170 memory: 13712 grad_norm: 4.5068 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0127 loss: 1.0127 2022/08/11 14:26:39 - mmengine - INFO - Epoch(train) [49][80/1879] lr: 2.0000e-04 eta: 0:39:14 time: 0.5887 data_time: 0.0199 memory: 13712 grad_norm: 4.5915 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2515 loss: 1.2515 2022/08/11 14:26:50 - mmengine - INFO - Epoch(train) [49][100/1879] lr: 2.0000e-04 eta: 0:39:01 time: 0.5764 data_time: 0.0176 memory: 13712 grad_norm: 4.5518 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.1858 loss: 1.1858 2022/08/11 14:27:01 - mmengine - INFO - Epoch(train) [49][120/1879] lr: 2.0000e-04 eta: 0:38:48 time: 0.5693 data_time: 0.0175 memory: 13712 grad_norm: 4.6010 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.2855 loss: 1.2855 2022/08/11 14:27:13 - mmengine - INFO - Epoch(train) [49][140/1879] lr: 2.0000e-04 eta: 0:38:35 time: 0.5724 data_time: 0.0187 memory: 13712 grad_norm: 4.3923 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2619 loss: 1.2619 2022/08/11 14:27:24 - mmengine - INFO - Epoch(train) [49][160/1879] lr: 2.0000e-04 eta: 0:38:22 time: 0.5720 data_time: 0.0193 memory: 13712 grad_norm: 4.5084 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3369 loss: 1.3369 2022/08/11 14:27:36 - mmengine - INFO - Epoch(train) [49][180/1879] lr: 2.0000e-04 eta: 0:38:10 time: 0.5728 data_time: 0.0177 memory: 13712 grad_norm: 4.4940 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.2363 loss: 1.2363 2022/08/11 14:27:48 - mmengine - INFO - Epoch(train) [49][200/1879] lr: 2.0000e-04 eta: 0:37:57 time: 0.5886 data_time: 0.0293 memory: 13712 grad_norm: 4.5976 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.2885 loss: 1.2885 2022/08/11 14:27:59 - mmengine - INFO - Epoch(train) [49][220/1879] lr: 2.0000e-04 eta: 0:37:44 time: 0.5759 data_time: 0.0156 memory: 13712 grad_norm: 4.5648 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.3150 loss: 1.3150 2022/08/11 14:28:11 - mmengine - INFO - Epoch(train) [49][240/1879] lr: 2.0000e-04 eta: 0:37:31 time: 0.5785 data_time: 0.0185 memory: 13712 grad_norm: 4.4242 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.2760 loss: 1.2760 2022/08/11 14:28:22 - mmengine - INFO - Epoch(train) [49][260/1879] lr: 2.0000e-04 eta: 0:37:18 time: 0.5716 data_time: 0.0188 memory: 13712 grad_norm: 4.5314 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.2166 loss: 1.2166 2022/08/11 14:28:34 - mmengine - INFO - Epoch(train) [49][280/1879] lr: 2.0000e-04 eta: 0:37:05 time: 0.5809 data_time: 0.0173 memory: 13712 grad_norm: 4.5493 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.3099 loss: 1.3099 2022/08/11 14:28:45 - mmengine - INFO - Epoch(train) [49][300/1879] lr: 2.0000e-04 eta: 0:36:53 time: 0.5807 data_time: 0.0187 memory: 13712 grad_norm: 4.4971 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.2351 loss: 1.2351 2022/08/11 14:28:57 - mmengine - INFO - Epoch(train) [49][320/1879] lr: 2.0000e-04 eta: 0:36:40 time: 0.5753 data_time: 0.0166 memory: 13712 grad_norm: 4.6348 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.1402 loss: 1.1402 2022/08/11 14:29:09 - mmengine - INFO - Epoch(train) [49][340/1879] lr: 2.0000e-04 eta: 0:36:27 time: 0.5848 data_time: 0.0195 memory: 13712 grad_norm: 4.4795 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.2278 loss: 1.2278 2022/08/11 14:29:20 - mmengine - INFO - Epoch(train) [49][360/1879] lr: 2.0000e-04 eta: 0:36:14 time: 0.5790 data_time: 0.0160 memory: 13712 grad_norm: 4.4907 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3940 loss: 1.3940 2022/08/11 14:29:32 - mmengine - INFO - Epoch(train) [49][380/1879] lr: 2.0000e-04 eta: 0:36:01 time: 0.5768 data_time: 0.0179 memory: 13712 grad_norm: 4.5175 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0797 loss: 1.0797 2022/08/11 14:29:44 - mmengine - INFO - Epoch(train) [49][400/1879] lr: 2.0000e-04 eta: 0:35:48 time: 0.5952 data_time: 0.0184 memory: 13712 grad_norm: 4.6427 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1972 loss: 1.1972 2022/08/11 14:29:55 - mmengine - INFO - Epoch(train) [49][420/1879] lr: 2.0000e-04 eta: 0:35:35 time: 0.5766 data_time: 0.0177 memory: 13712 grad_norm: 4.6114 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.2773 loss: 1.2773 2022/08/11 14:30:07 - mmengine - INFO - Epoch(train) [49][440/1879] lr: 2.0000e-04 eta: 0:35:23 time: 0.5797 data_time: 0.0173 memory: 13712 grad_norm: 4.5343 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.2765 loss: 1.2765 2022/08/11 14:30:19 - mmengine - INFO - Epoch(train) [49][460/1879] lr: 2.0000e-04 eta: 0:35:10 time: 0.5900 data_time: 0.0314 memory: 13712 grad_norm: 4.5098 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3435 loss: 1.3435 2022/08/11 14:30:30 - mmengine - INFO - Epoch(train) [49][480/1879] lr: 2.0000e-04 eta: 0:34:57 time: 0.5759 data_time: 0.0195 memory: 13712 grad_norm: 4.5421 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.3453 loss: 1.3453 2022/08/11 14:30:42 - mmengine - INFO - Epoch(train) [49][500/1879] lr: 2.0000e-04 eta: 0:34:44 time: 0.5766 data_time: 0.0161 memory: 13712 grad_norm: 4.5509 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.2178 loss: 1.2178 2022/08/11 14:30:53 - mmengine - INFO - Epoch(train) [49][520/1879] lr: 2.0000e-04 eta: 0:34:31 time: 0.5751 data_time: 0.0191 memory: 13712 grad_norm: 4.6651 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.2957 loss: 1.2957 2022/08/11 14:31:05 - mmengine - INFO - Epoch(train) [49][540/1879] lr: 2.0000e-04 eta: 0:34:18 time: 0.5763 data_time: 0.0169 memory: 13712 grad_norm: 4.6200 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3688 loss: 1.3688 2022/08/11 14:31:17 - mmengine - INFO - Epoch(train) [49][560/1879] lr: 2.0000e-04 eta: 0:34:06 time: 0.5979 data_time: 0.0175 memory: 13712 grad_norm: 4.5495 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3983 loss: 1.3983 2022/08/11 14:31:28 - mmengine - INFO - Epoch(train) [49][580/1879] lr: 2.0000e-04 eta: 0:33:53 time: 0.5746 data_time: 0.0183 memory: 13712 grad_norm: 4.4991 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.4025 loss: 1.4025 2022/08/11 14:31:40 - mmengine - INFO - Epoch(train) [49][600/1879] lr: 2.0000e-04 eta: 0:33:40 time: 0.5803 data_time: 0.0188 memory: 13712 grad_norm: 4.4429 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2625 loss: 1.2625 2022/08/11 14:31:51 - mmengine - INFO - Epoch(train) [49][620/1879] lr: 2.0000e-04 eta: 0:33:27 time: 0.5781 data_time: 0.0177 memory: 13712 grad_norm: 4.6138 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.2436 loss: 1.2436 2022/08/11 14:32:03 - mmengine - INFO - Epoch(train) [49][640/1879] lr: 2.0000e-04 eta: 0:33:14 time: 0.5993 data_time: 0.0357 memory: 13712 grad_norm: 4.5404 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.1553 loss: 1.1553 2022/08/11 14:32:15 - mmengine - INFO - Epoch(train) [49][660/1879] lr: 2.0000e-04 eta: 0:33:01 time: 0.5829 data_time: 0.0203 memory: 13712 grad_norm: 4.6418 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3661 loss: 1.3661 2022/08/11 14:32:27 - mmengine - INFO - Epoch(train) [49][680/1879] lr: 2.0000e-04 eta: 0:32:49 time: 0.5818 data_time: 0.0184 memory: 13712 grad_norm: 4.4793 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.3364 loss: 1.3364 2022/08/11 14:32:38 - mmengine - INFO - Epoch(train) [49][700/1879] lr: 2.0000e-04 eta: 0:32:36 time: 0.5780 data_time: 0.0179 memory: 13712 grad_norm: 4.7050 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3190 loss: 1.3190 2022/08/11 14:32:50 - mmengine - INFO - Epoch(train) [49][720/1879] lr: 2.0000e-04 eta: 0:32:23 time: 0.5781 data_time: 0.0204 memory: 13712 grad_norm: 4.5620 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.2735 loss: 1.2735 2022/08/11 14:33:01 - mmengine - INFO - Epoch(train) [49][740/1879] lr: 2.0000e-04 eta: 0:32:10 time: 0.5764 data_time: 0.0182 memory: 13712 grad_norm: 4.6236 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.2101 loss: 1.2101 2022/08/11 14:33:13 - mmengine - INFO - Epoch(train) [49][760/1879] lr: 2.0000e-04 eta: 0:31:57 time: 0.5798 data_time: 0.0196 memory: 13712 grad_norm: 4.5937 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.4326 loss: 1.4326 2022/08/11 14:33:25 - mmengine - INFO - Epoch(train) [49][780/1879] lr: 2.0000e-04 eta: 0:31:44 time: 0.5837 data_time: 0.0164 memory: 13712 grad_norm: 4.5153 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 1.1268 loss: 1.1268 2022/08/11 14:33:37 - mmengine - INFO - Epoch(train) [49][800/1879] lr: 2.0000e-04 eta: 0:31:32 time: 0.5986 data_time: 0.0216 memory: 13712 grad_norm: 4.6175 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.2349 loss: 1.2349 2022/08/11 14:33:42 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 14:33:49 - mmengine - INFO - Epoch(train) [49][820/1879] lr: 2.0000e-04 eta: 0:31:19 time: 0.5917 data_time: 0.0157 memory: 13712 grad_norm: 4.4488 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1986 loss: 1.1986 2022/08/11 14:34:00 - mmengine - INFO - Epoch(train) [49][840/1879] lr: 2.0000e-04 eta: 0:31:06 time: 0.5796 data_time: 0.0198 memory: 13712 grad_norm: 4.6509 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2779 loss: 1.2779 2022/08/11 14:34:12 - mmengine - INFO - Epoch(train) [49][860/1879] lr: 2.0000e-04 eta: 0:30:53 time: 0.5760 data_time: 0.0182 memory: 13712 grad_norm: 4.4052 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.1226 loss: 1.1226 2022/08/11 14:34:23 - mmengine - INFO - Epoch(train) [49][880/1879] lr: 2.0000e-04 eta: 0:30:40 time: 0.5849 data_time: 0.0200 memory: 13712 grad_norm: 4.5294 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.2496 loss: 1.2496 2022/08/11 14:34:39 - mmengine - INFO - Epoch(train) [49][900/1879] lr: 2.0000e-04 eta: 0:30:28 time: 0.7724 data_time: 0.0177 memory: 13712 grad_norm: 4.6369 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2190 loss: 1.2190 2022/08/11 14:34:50 - mmengine - INFO - Epoch(train) [49][920/1879] lr: 2.0000e-04 eta: 0:30:15 time: 0.5818 data_time: 0.0210 memory: 13712 grad_norm: 4.4628 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.2834 loss: 1.2834 2022/08/11 14:35:03 - mmengine - INFO - Epoch(train) [49][940/1879] lr: 2.0000e-04 eta: 0:30:02 time: 0.6325 data_time: 0.0161 memory: 13712 grad_norm: 4.6367 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.2337 loss: 1.2337 2022/08/11 14:35:16 - mmengine - INFO - Epoch(train) [49][960/1879] lr: 2.0000e-04 eta: 0:29:49 time: 0.6248 data_time: 0.0540 memory: 13712 grad_norm: 4.4114 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.1173 loss: 1.1173 2022/08/11 14:35:27 - mmengine - INFO - Epoch(train) [49][980/1879] lr: 2.0000e-04 eta: 0:29:36 time: 0.5778 data_time: 0.0193 memory: 13712 grad_norm: 4.5850 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4193 loss: 1.4193 2022/08/11 14:35:39 - mmengine - INFO - Epoch(train) [49][1000/1879] lr: 2.0000e-04 eta: 0:29:23 time: 0.5806 data_time: 0.0168 memory: 13712 grad_norm: 4.5463 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.4222 loss: 1.4222 2022/08/11 14:35:54 - mmengine - INFO - Epoch(train) [49][1020/1879] lr: 2.0000e-04 eta: 0:29:11 time: 0.7632 data_time: 0.0187 memory: 13712 grad_norm: 4.5141 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.1300 loss: 1.1300 2022/08/11 14:36:06 - mmengine - INFO - Epoch(train) [49][1040/1879] lr: 2.0000e-04 eta: 0:28:58 time: 0.5787 data_time: 0.0178 memory: 13712 grad_norm: 4.4788 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.3132 loss: 1.3132 2022/08/11 14:36:17 - mmengine - INFO - Epoch(train) [49][1060/1879] lr: 2.0000e-04 eta: 0:28:45 time: 0.5812 data_time: 0.0185 memory: 13712 grad_norm: 4.6118 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 1.3076 loss: 1.3076 2022/08/11 14:36:29 - mmengine - INFO - Epoch(train) [49][1080/1879] lr: 2.0000e-04 eta: 0:28:32 time: 0.5831 data_time: 0.0192 memory: 13712 grad_norm: 4.5386 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.3221 loss: 1.3221 2022/08/11 14:36:41 - mmengine - INFO - Epoch(train) [49][1100/1879] lr: 2.0000e-04 eta: 0:28:19 time: 0.5932 data_time: 0.0199 memory: 13712 grad_norm: 4.6251 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.2388 loss: 1.2388 2022/08/11 14:36:53 - mmengine - INFO - Epoch(train) [49][1120/1879] lr: 2.0000e-04 eta: 0:28:07 time: 0.6242 data_time: 0.0176 memory: 13712 grad_norm: 4.5687 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.1205 loss: 1.1205 2022/08/11 14:37:05 - mmengine - INFO - Epoch(train) [49][1140/1879] lr: 2.0000e-04 eta: 0:27:54 time: 0.6045 data_time: 0.0169 memory: 13712 grad_norm: 4.6427 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1664 loss: 1.1664 2022/08/11 14:37:17 - mmengine - INFO - Epoch(train) [49][1160/1879] lr: 2.0000e-04 eta: 0:27:41 time: 0.5845 data_time: 0.0197 memory: 13712 grad_norm: 4.5253 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.0531 loss: 1.0531 2022/08/11 14:37:29 - mmengine - INFO - Epoch(train) [49][1180/1879] lr: 2.0000e-04 eta: 0:27:28 time: 0.5788 data_time: 0.0179 memory: 13712 grad_norm: 4.6371 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.1155 loss: 1.1155 2022/08/11 14:37:40 - mmengine - INFO - Epoch(train) [49][1200/1879] lr: 2.0000e-04 eta: 0:27:15 time: 0.5807 data_time: 0.0195 memory: 13712 grad_norm: 4.6170 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4275 loss: 1.4275 2022/08/11 14:37:52 - mmengine - INFO - Epoch(train) [49][1220/1879] lr: 2.0000e-04 eta: 0:27:03 time: 0.5784 data_time: 0.0164 memory: 13712 grad_norm: 4.6876 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3598 loss: 1.3598 2022/08/11 14:38:04 - mmengine - INFO - Epoch(train) [49][1240/1879] lr: 2.0000e-04 eta: 0:26:50 time: 0.5818 data_time: 0.0201 memory: 13712 grad_norm: 4.6809 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.3142 loss: 1.3142 2022/08/11 14:38:16 - mmengine - INFO - Epoch(train) [49][1260/1879] lr: 2.0000e-04 eta: 0:26:37 time: 0.5960 data_time: 0.0154 memory: 13712 grad_norm: 4.4514 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3170 loss: 1.3170 2022/08/11 14:38:27 - mmengine - INFO - Epoch(train) [49][1280/1879] lr: 2.0000e-04 eta: 0:26:24 time: 0.5819 data_time: 0.0187 memory: 13712 grad_norm: 4.5764 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2047 loss: 1.2047 2022/08/11 14:38:39 - mmengine - INFO - Epoch(train) [49][1300/1879] lr: 2.0000e-04 eta: 0:26:11 time: 0.5731 data_time: 0.0168 memory: 13712 grad_norm: 4.5427 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.1606 loss: 1.1606 2022/08/11 14:38:50 - mmengine - INFO - Epoch(train) [49][1320/1879] lr: 2.0000e-04 eta: 0:25:58 time: 0.5812 data_time: 0.0206 memory: 13712 grad_norm: 4.5793 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.3776 loss: 1.3776 2022/08/11 14:39:02 - mmengine - INFO - Epoch(train) [49][1340/1879] lr: 2.0000e-04 eta: 0:25:46 time: 0.5808 data_time: 0.0164 memory: 13712 grad_norm: 4.5310 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2483 loss: 1.2483 2022/08/11 14:39:14 - mmengine - INFO - Epoch(train) [49][1360/1879] lr: 2.0000e-04 eta: 0:25:33 time: 0.5989 data_time: 0.0330 memory: 13712 grad_norm: 4.4739 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3532 loss: 1.3532 2022/08/11 14:39:31 - mmengine - INFO - Epoch(train) [49][1380/1879] lr: 2.0000e-04 eta: 0:25:20 time: 0.8342 data_time: 0.2687 memory: 13712 grad_norm: 4.6890 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.1725 loss: 1.1725 2022/08/11 14:39:43 - mmengine - INFO - Epoch(train) [49][1400/1879] lr: 2.0000e-04 eta: 0:25:07 time: 0.6104 data_time: 0.0506 memory: 13712 grad_norm: 4.5544 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.2853 loss: 1.2853 2022/08/11 14:39:54 - mmengine - INFO - Epoch(train) [49][1420/1879] lr: 2.0000e-04 eta: 0:24:55 time: 0.5816 data_time: 0.0166 memory: 13712 grad_norm: 4.6348 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.2433 loss: 1.2433 2022/08/11 14:40:06 - mmengine - INFO - Epoch(train) [49][1440/1879] lr: 2.0000e-04 eta: 0:24:42 time: 0.5845 data_time: 0.0263 memory: 13712 grad_norm: 4.5931 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.2737 loss: 1.2737 2022/08/11 14:40:18 - mmengine - INFO - Epoch(train) [49][1460/1879] lr: 2.0000e-04 eta: 0:24:29 time: 0.5859 data_time: 0.0182 memory: 13712 grad_norm: 4.6389 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.2794 loss: 1.2794 2022/08/11 14:40:30 - mmengine - INFO - Epoch(train) [49][1480/1879] lr: 2.0000e-04 eta: 0:24:16 time: 0.5877 data_time: 0.0265 memory: 13712 grad_norm: 4.3823 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.1662 loss: 1.1662 2022/08/11 14:40:43 - mmengine - INFO - Epoch(train) [49][1500/1879] lr: 2.0000e-04 eta: 0:24:03 time: 0.6479 data_time: 0.0176 memory: 13712 grad_norm: 4.5379 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1914 loss: 1.1914 2022/08/11 14:40:54 - mmengine - INFO - Epoch(train) [49][1520/1879] lr: 2.0000e-04 eta: 0:23:50 time: 0.5941 data_time: 0.0191 memory: 13712 grad_norm: 4.5082 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3065 loss: 1.3065 2022/08/11 14:41:06 - mmengine - INFO - Epoch(train) [49][1540/1879] lr: 2.0000e-04 eta: 0:23:38 time: 0.5826 data_time: 0.0192 memory: 13712 grad_norm: 4.5661 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.3345 loss: 1.3345 2022/08/11 14:41:18 - mmengine - INFO - Epoch(train) [49][1560/1879] lr: 2.0000e-04 eta: 0:23:25 time: 0.5910 data_time: 0.0207 memory: 13712 grad_norm: 4.5927 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.2792 loss: 1.2792 2022/08/11 14:41:30 - mmengine - INFO - Epoch(train) [49][1580/1879] lr: 2.0000e-04 eta: 0:23:12 time: 0.5923 data_time: 0.0174 memory: 13712 grad_norm: 4.4608 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.3174 loss: 1.3174 2022/08/11 14:41:42 - mmengine - INFO - Epoch(train) [49][1600/1879] lr: 2.0000e-04 eta: 0:22:59 time: 0.5845 data_time: 0.0202 memory: 13712 grad_norm: 4.4868 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2648 loss: 1.2648 2022/08/11 14:41:53 - mmengine - INFO - Epoch(train) [49][1620/1879] lr: 2.0000e-04 eta: 0:22:46 time: 0.5825 data_time: 0.0156 memory: 13712 grad_norm: 4.4701 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.2311 loss: 1.2311 2022/08/11 14:42:05 - mmengine - INFO - Epoch(train) [49][1640/1879] lr: 2.0000e-04 eta: 0:22:34 time: 0.6035 data_time: 0.0184 memory: 13712 grad_norm: 4.6808 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4660 loss: 1.4660 2022/08/11 14:42:17 - mmengine - INFO - Epoch(train) [49][1660/1879] lr: 2.0000e-04 eta: 0:22:21 time: 0.5851 data_time: 0.0208 memory: 13712 grad_norm: 4.6303 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3297 loss: 1.3297 2022/08/11 14:42:29 - mmengine - INFO - Epoch(train) [49][1680/1879] lr: 2.0000e-04 eta: 0:22:08 time: 0.6010 data_time: 0.0165 memory: 13712 grad_norm: 4.6239 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.2236 loss: 1.2236 2022/08/11 14:42:41 - mmengine - INFO - Epoch(train) [49][1700/1879] lr: 2.0000e-04 eta: 0:21:55 time: 0.5772 data_time: 0.0176 memory: 13712 grad_norm: 4.6068 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.1496 loss: 1.1496 2022/08/11 14:42:52 - mmengine - INFO - Epoch(train) [49][1720/1879] lr: 2.0000e-04 eta: 0:21:42 time: 0.5777 data_time: 0.0183 memory: 13712 grad_norm: 4.5122 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.4792 loss: 1.4792 2022/08/11 14:43:04 - mmengine - INFO - Epoch(train) [49][1740/1879] lr: 2.0000e-04 eta: 0:21:30 time: 0.5852 data_time: 0.0262 memory: 13712 grad_norm: 4.6461 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.2171 loss: 1.2171 2022/08/11 14:43:18 - mmengine - INFO - Epoch(train) [49][1760/1879] lr: 2.0000e-04 eta: 0:21:17 time: 0.7004 data_time: 0.0184 memory: 13712 grad_norm: 4.5749 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.3493 loss: 1.3493 2022/08/11 14:43:29 - mmengine - INFO - Epoch(train) [49][1780/1879] lr: 2.0000e-04 eta: 0:21:04 time: 0.5762 data_time: 0.0178 memory: 13712 grad_norm: 4.4622 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.1814 loss: 1.1814 2022/08/11 14:43:43 - mmengine - INFO - Epoch(train) [49][1800/1879] lr: 2.0000e-04 eta: 0:20:51 time: 0.6549 data_time: 0.0190 memory: 13712 grad_norm: 4.6096 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.2746 loss: 1.2746 2022/08/11 14:43:47 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 14:43:54 - mmengine - INFO - Epoch(train) [49][1820/1879] lr: 2.0000e-04 eta: 0:20:38 time: 0.5774 data_time: 0.0170 memory: 13712 grad_norm: 4.5646 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.2058 loss: 1.2058 2022/08/11 14:44:09 - mmengine - INFO - Epoch(train) [49][1840/1879] lr: 2.0000e-04 eta: 0:20:26 time: 0.7270 data_time: 0.0174 memory: 13712 grad_norm: 4.4575 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.0679 loss: 1.0679 2022/08/11 14:44:20 - mmengine - INFO - Epoch(train) [49][1860/1879] lr: 2.0000e-04 eta: 0:20:13 time: 0.5762 data_time: 0.0185 memory: 13712 grad_norm: 4.6882 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4424 loss: 1.4424 2022/08/11 14:44:31 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 14:44:31 - mmengine - INFO - Epoch(train) [49][1879/1879] lr: 2.0000e-04 eta: 0:20:13 time: 0.5601 data_time: 0.0166 memory: 13712 grad_norm: 4.6387 top1_acc: 0.8571 top5_acc: 1.0000 loss_cls: 1.3699 loss: 1.3699 2022/08/11 14:45:54 - mmengine - INFO - Epoch(val) [49][20/155] eta: 0:09:18 time: 4.1368 data_time: 2.7619 memory: 14838 2022/08/11 14:46:49 - mmengine - INFO - Epoch(val) [49][40/155] eta: 0:05:15 time: 2.7454 data_time: 1.3670 memory: 14838 2022/08/11 14:47:59 - mmengine - INFO - Epoch(val) [49][60/155] eta: 0:05:34 time: 3.5188 data_time: 2.1398 memory: 14838 2022/08/11 14:48:54 - mmengine - INFO - Epoch(val) [49][80/155] eta: 0:03:26 time: 2.7565 data_time: 1.3817 memory: 14838 2022/08/11 14:50:06 - mmengine - INFO - Epoch(val) [49][100/155] eta: 0:03:17 time: 3.5964 data_time: 2.2158 memory: 14838 2022/08/11 14:51:02 - mmengine - INFO - Epoch(val) [49][120/155] eta: 0:01:37 time: 2.7929 data_time: 1.4233 memory: 14838 2022/08/11 14:52:11 - mmengine - INFO - Epoch(val) [49][140/155] eta: 0:00:51 time: 3.4372 data_time: 2.0626 memory: 14838 2022/08/11 14:53:18 - mmengine - INFO - Epoch(val) [49][155/155] acc/top1: 0.7286 acc/top5: 0.9056 acc/mean1: 0.7285 2022/08/11 14:53:18 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_r50_dense_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_48.pth is removed 2022/08/11 14:53:20 - mmengine - INFO - The best checkpoint with 0.7286 acc/top1 at 50 epoch is saved to best_acc/top1_epoch_50.pth. 2022/08/11 14:53:37 - mmengine - INFO - Epoch(train) [50][20/1879] lr: 2.0000e-04 eta: 0:19:48 time: 0.8628 data_time: 0.1373 memory: 14838 grad_norm: 4.5978 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.3022 loss: 1.3022 2022/08/11 14:53:51 - mmengine - INFO - Epoch(train) [50][40/1879] lr: 2.0000e-04 eta: 0:19:35 time: 0.7098 data_time: 0.1195 memory: 13712 grad_norm: 4.4429 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.3821 loss: 1.3821 2022/08/11 14:54:03 - mmengine - INFO - Epoch(train) [50][60/1879] lr: 2.0000e-04 eta: 0:19:22 time: 0.5830 data_time: 0.0159 memory: 13712 grad_norm: 4.5944 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.2135 loss: 1.2135 2022/08/11 14:54:15 - mmengine - INFO - Epoch(train) [50][80/1879] lr: 2.0000e-04 eta: 0:19:09 time: 0.5809 data_time: 0.0167 memory: 13712 grad_norm: 4.6618 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.0195 loss: 1.0195 2022/08/11 14:54:26 - mmengine - INFO - Epoch(train) [50][100/1879] lr: 2.0000e-04 eta: 0:18:57 time: 0.5821 data_time: 0.0165 memory: 13712 grad_norm: 4.6281 top1_acc: 0.6875 top5_acc: 0.6875 loss_cls: 1.2734 loss: 1.2734 2022/08/11 14:54:38 - mmengine - INFO - Epoch(train) [50][120/1879] lr: 2.0000e-04 eta: 0:18:44 time: 0.5807 data_time: 0.0187 memory: 13712 grad_norm: 4.5829 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.2956 loss: 1.2956 2022/08/11 14:54:50 - mmengine - INFO - Epoch(train) [50][140/1879] lr: 2.0000e-04 eta: 0:18:31 time: 0.6068 data_time: 0.0242 memory: 13712 grad_norm: 4.5126 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1879 loss: 1.1879 2022/08/11 14:55:02 - mmengine - INFO - Epoch(train) [50][160/1879] lr: 2.0000e-04 eta: 0:18:18 time: 0.5810 data_time: 0.0181 memory: 13712 grad_norm: 4.5528 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3642 loss: 1.3642 2022/08/11 14:55:16 - mmengine - INFO - Epoch(train) [50][180/1879] lr: 2.0000e-04 eta: 0:18:05 time: 0.7358 data_time: 0.0218 memory: 13712 grad_norm: 4.4627 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4301 loss: 1.4301 2022/08/11 14:55:28 - mmengine - INFO - Epoch(train) [50][200/1879] lr: 2.0000e-04 eta: 0:17:53 time: 0.5976 data_time: 0.0257 memory: 13712 grad_norm: 4.5664 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2939 loss: 1.2939 2022/08/11 14:55:40 - mmengine - INFO - Epoch(train) [50][220/1879] lr: 2.0000e-04 eta: 0:17:40 time: 0.5801 data_time: 0.0173 memory: 13712 grad_norm: 4.4651 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4220 loss: 1.4220 2022/08/11 14:55:54 - mmengine - INFO - Epoch(train) [50][240/1879] lr: 2.0000e-04 eta: 0:17:27 time: 0.7126 data_time: 0.0173 memory: 13712 grad_norm: 4.4602 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 1.2012 loss: 1.2012 2022/08/11 14:56:06 - mmengine - INFO - Epoch(train) [50][260/1879] lr: 2.0000e-04 eta: 0:17:14 time: 0.5746 data_time: 0.0184 memory: 13712 grad_norm: 4.5640 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.1017 loss: 1.1017 2022/08/11 14:56:17 - mmengine - INFO - Epoch(train) [50][280/1879] lr: 2.0000e-04 eta: 0:17:01 time: 0.5873 data_time: 0.0217 memory: 13712 grad_norm: 4.6558 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2158 loss: 1.2158 2022/08/11 14:56:30 - mmengine - INFO - Epoch(train) [50][300/1879] lr: 2.0000e-04 eta: 0:16:49 time: 0.6173 data_time: 0.0341 memory: 13712 grad_norm: 4.5637 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.4832 loss: 1.4832 2022/08/11 14:56:42 - mmengine - INFO - Epoch(train) [50][320/1879] lr: 2.0000e-04 eta: 0:16:36 time: 0.6090 data_time: 0.0346 memory: 13712 grad_norm: 4.5660 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1967 loss: 1.1967 2022/08/11 14:56:55 - mmengine - INFO - Epoch(train) [50][340/1879] lr: 2.0000e-04 eta: 0:16:23 time: 0.6668 data_time: 0.1019 memory: 13712 grad_norm: 4.6393 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3784 loss: 1.3784 2022/08/11 14:57:09 - mmengine - INFO - Epoch(train) [50][360/1879] lr: 2.0000e-04 eta: 0:16:10 time: 0.6937 data_time: 0.1257 memory: 13712 grad_norm: 4.5481 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3087 loss: 1.3087 2022/08/11 14:57:21 - mmengine - INFO - Epoch(train) [50][380/1879] lr: 2.0000e-04 eta: 0:15:58 time: 0.5947 data_time: 0.0255 memory: 13712 grad_norm: 4.6178 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3732 loss: 1.3732 2022/08/11 14:57:36 - mmengine - INFO - Epoch(train) [50][400/1879] lr: 2.0000e-04 eta: 0:15:45 time: 0.7673 data_time: 0.0526 memory: 13712 grad_norm: 4.5835 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3549 loss: 1.3549 2022/08/11 14:57:48 - mmengine - INFO - Epoch(train) [50][420/1879] lr: 2.0000e-04 eta: 0:15:32 time: 0.5881 data_time: 0.0161 memory: 13712 grad_norm: 4.5443 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.2557 loss: 1.2557 2022/08/11 14:58:01 - mmengine - INFO - Epoch(train) [50][440/1879] lr: 2.0000e-04 eta: 0:15:19 time: 0.6431 data_time: 0.0197 memory: 13712 grad_norm: 4.6852 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2142 loss: 1.2142 2022/08/11 14:58:14 - mmengine - INFO - Epoch(train) [50][460/1879] lr: 2.0000e-04 eta: 0:15:06 time: 0.6479 data_time: 0.0171 memory: 13712 grad_norm: 4.5626 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.2593 loss: 1.2593 2022/08/11 14:58:26 - mmengine - INFO - Epoch(train) [50][480/1879] lr: 2.0000e-04 eta: 0:14:54 time: 0.5832 data_time: 0.0204 memory: 13712 grad_norm: 4.5702 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 1.2729 loss: 1.2729 2022/08/11 14:58:38 - mmengine - INFO - Epoch(train) [50][500/1879] lr: 2.0000e-04 eta: 0:14:41 time: 0.6213 data_time: 0.0184 memory: 13712 grad_norm: 4.6691 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1847 loss: 1.1847 2022/08/11 14:58:53 - mmengine - INFO - Epoch(train) [50][520/1879] lr: 2.0000e-04 eta: 0:14:28 time: 0.7195 data_time: 0.0195 memory: 13712 grad_norm: 4.4561 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.2756 loss: 1.2756 2022/08/11 14:59:09 - mmengine - INFO - Epoch(train) [50][540/1879] lr: 2.0000e-04 eta: 0:14:15 time: 0.8109 data_time: 0.0190 memory: 13712 grad_norm: 4.6537 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.2831 loss: 1.2831 2022/08/11 14:59:20 - mmengine - INFO - Epoch(train) [50][560/1879] lr: 2.0000e-04 eta: 0:14:03 time: 0.5803 data_time: 0.0186 memory: 13712 grad_norm: 4.5688 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3095 loss: 1.3095 2022/08/11 14:59:32 - mmengine - INFO - Epoch(train) [50][580/1879] lr: 2.0000e-04 eta: 0:13:50 time: 0.5893 data_time: 0.0162 memory: 13712 grad_norm: 4.5890 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3495 loss: 1.3495 2022/08/11 14:59:44 - mmengine - INFO - Epoch(train) [50][600/1879] lr: 2.0000e-04 eta: 0:13:37 time: 0.5847 data_time: 0.0212 memory: 13712 grad_norm: 4.6437 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4030 loss: 1.4030 2022/08/11 14:59:55 - mmengine - INFO - Epoch(train) [50][620/1879] lr: 2.0000e-04 eta: 0:13:24 time: 0.5777 data_time: 0.0176 memory: 13712 grad_norm: 4.5840 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.1539 loss: 1.1539 2022/08/11 15:00:07 - mmengine - INFO - Epoch(train) [50][640/1879] lr: 2.0000e-04 eta: 0:13:11 time: 0.5805 data_time: 0.0202 memory: 13712 grad_norm: 4.5021 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.1926 loss: 1.1926 2022/08/11 15:00:21 - mmengine - INFO - Epoch(train) [50][660/1879] lr: 2.0000e-04 eta: 0:12:59 time: 0.6750 data_time: 0.0443 memory: 13712 grad_norm: 4.6323 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.3859 loss: 1.3859 2022/08/11 15:00:33 - mmengine - INFO - Epoch(train) [50][680/1879] lr: 2.0000e-04 eta: 0:12:46 time: 0.6177 data_time: 0.0186 memory: 13712 grad_norm: 4.5491 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.1154 loss: 1.1154 2022/08/11 15:00:45 - mmengine - INFO - Epoch(train) [50][700/1879] lr: 2.0000e-04 eta: 0:12:33 time: 0.5797 data_time: 0.0170 memory: 13712 grad_norm: 4.6438 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1003 loss: 1.1003 2022/08/11 15:00:56 - mmengine - INFO - Epoch(train) [50][720/1879] lr: 2.0000e-04 eta: 0:12:20 time: 0.5782 data_time: 0.0198 memory: 13712 grad_norm: 4.6152 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3591 loss: 1.3591 2022/08/11 15:01:08 - mmengine - INFO - Epoch(train) [50][740/1879] lr: 2.0000e-04 eta: 0:12:07 time: 0.5850 data_time: 0.0168 memory: 13712 grad_norm: 4.6069 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.2119 loss: 1.2119 2022/08/11 15:01:19 - mmengine - INFO - Epoch(train) [50][760/1879] lr: 2.0000e-04 eta: 0:11:55 time: 0.5815 data_time: 0.0200 memory: 13712 grad_norm: 4.6834 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 1.3002 loss: 1.3002 2022/08/11 15:01:31 - mmengine - INFO - Epoch(train) [50][780/1879] lr: 2.0000e-04 eta: 0:11:42 time: 0.5822 data_time: 0.0167 memory: 13712 grad_norm: 4.6379 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2423 loss: 1.2423 2022/08/11 15:01:43 - mmengine - INFO - Epoch(train) [50][800/1879] lr: 2.0000e-04 eta: 0:11:29 time: 0.5848 data_time: 0.0185 memory: 13712 grad_norm: 4.5733 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2040 loss: 1.2040 2022/08/11 15:01:54 - mmengine - INFO - Epoch(train) [50][820/1879] lr: 2.0000e-04 eta: 0:11:16 time: 0.5736 data_time: 0.0170 memory: 13712 grad_norm: 4.5598 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.4040 loss: 1.4040 2022/08/11 15:02:06 - mmengine - INFO - Epoch(train) [50][840/1879] lr: 2.0000e-04 eta: 0:11:03 time: 0.6001 data_time: 0.0430 memory: 13712 grad_norm: 4.6332 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2929 loss: 1.2929 2022/08/11 15:02:18 - mmengine - INFO - Epoch(train) [50][860/1879] lr: 2.0000e-04 eta: 0:10:51 time: 0.5836 data_time: 0.0176 memory: 13712 grad_norm: 4.5442 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.2162 loss: 1.2162 2022/08/11 15:02:30 - mmengine - INFO - Epoch(train) [50][880/1879] lr: 2.0000e-04 eta: 0:10:38 time: 0.5870 data_time: 0.0190 memory: 13712 grad_norm: 4.4849 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.2554 loss: 1.2554 2022/08/11 15:02:41 - mmengine - INFO - Epoch(train) [50][900/1879] lr: 2.0000e-04 eta: 0:10:25 time: 0.5732 data_time: 0.0183 memory: 13712 grad_norm: 4.5425 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4322 loss: 1.4322 2022/08/11 15:02:53 - mmengine - INFO - Epoch(train) [50][920/1879] lr: 2.0000e-04 eta: 0:10:12 time: 0.5748 data_time: 0.0188 memory: 13712 grad_norm: 4.5276 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.2307 loss: 1.2307 2022/08/11 15:02:58 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 15:03:04 - mmengine - INFO - Epoch(train) [50][940/1879] lr: 2.0000e-04 eta: 0:09:59 time: 0.5794 data_time: 0.0197 memory: 13712 grad_norm: 4.6562 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3810 loss: 1.3810 2022/08/11 15:03:16 - mmengine - INFO - Epoch(train) [50][960/1879] lr: 2.0000e-04 eta: 0:09:47 time: 0.5804 data_time: 0.0168 memory: 13712 grad_norm: 4.6004 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.3613 loss: 1.3613 2022/08/11 15:03:28 - mmengine - INFO - Epoch(train) [50][980/1879] lr: 2.0000e-04 eta: 0:09:34 time: 0.5834 data_time: 0.0210 memory: 13712 grad_norm: 4.6004 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4791 loss: 1.4791 2022/08/11 15:03:40 - mmengine - INFO - Epoch(train) [50][1000/1879] lr: 2.0000e-04 eta: 0:09:21 time: 0.6031 data_time: 0.0257 memory: 13712 grad_norm: 4.4685 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.1412 loss: 1.1412 2022/08/11 15:03:51 - mmengine - INFO - Epoch(train) [50][1020/1879] lr: 2.0000e-04 eta: 0:09:08 time: 0.5768 data_time: 0.0161 memory: 13712 grad_norm: 4.5695 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3177 loss: 1.3177 2022/08/11 15:04:04 - mmengine - INFO - Epoch(train) [50][1040/1879] lr: 2.0000e-04 eta: 0:08:56 time: 0.6165 data_time: 0.0190 memory: 13712 grad_norm: 4.4686 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3008 loss: 1.3008 2022/08/11 15:04:15 - mmengine - INFO - Epoch(train) [50][1060/1879] lr: 2.0000e-04 eta: 0:08:43 time: 0.5780 data_time: 0.0177 memory: 13712 grad_norm: 4.5073 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.1390 loss: 1.1390 2022/08/11 15:04:27 - mmengine - INFO - Epoch(train) [50][1080/1879] lr: 2.0000e-04 eta: 0:08:30 time: 0.5846 data_time: 0.0210 memory: 13712 grad_norm: 4.6673 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.2875 loss: 1.2875 2022/08/11 15:04:39 - mmengine - INFO - Epoch(train) [50][1100/1879] lr: 2.0000e-04 eta: 0:08:17 time: 0.5825 data_time: 0.0169 memory: 13712 grad_norm: 4.5721 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 1.3061 loss: 1.3061 2022/08/11 15:04:50 - mmengine - INFO - Epoch(train) [50][1120/1879] lr: 2.0000e-04 eta: 0:08:04 time: 0.5751 data_time: 0.0180 memory: 13712 grad_norm: 4.4978 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2968 loss: 1.2968 2022/08/11 15:05:02 - mmengine - INFO - Epoch(train) [50][1140/1879] lr: 2.0000e-04 eta: 0:07:52 time: 0.5769 data_time: 0.0183 memory: 13712 grad_norm: 4.6389 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.2232 loss: 1.2232 2022/08/11 15:05:14 - mmengine - INFO - Epoch(train) [50][1160/1879] lr: 2.0000e-04 eta: 0:07:39 time: 0.6268 data_time: 0.0214 memory: 13712 grad_norm: 4.6376 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3881 loss: 1.3881 2022/08/11 15:05:30 - mmengine - INFO - Epoch(train) [50][1180/1879] lr: 2.0000e-04 eta: 0:07:26 time: 0.7742 data_time: 0.0189 memory: 13712 grad_norm: 4.7084 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.3181 loss: 1.3181 2022/08/11 15:05:41 - mmengine - INFO - Epoch(train) [50][1200/1879] lr: 2.0000e-04 eta: 0:07:13 time: 0.5765 data_time: 0.0188 memory: 13712 grad_norm: 4.4883 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.2677 loss: 1.2677 2022/08/11 15:05:53 - mmengine - INFO - Epoch(train) [50][1220/1879] lr: 2.0000e-04 eta: 0:07:01 time: 0.5740 data_time: 0.0171 memory: 13712 grad_norm: 4.5847 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.3891 loss: 1.3891 2022/08/11 15:06:04 - mmengine - INFO - Epoch(train) [50][1240/1879] lr: 2.0000e-04 eta: 0:06:48 time: 0.5854 data_time: 0.0199 memory: 13712 grad_norm: 4.4988 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.1689 loss: 1.1689 2022/08/11 15:06:16 - mmengine - INFO - Epoch(train) [50][1260/1879] lr: 2.0000e-04 eta: 0:06:35 time: 0.5786 data_time: 0.0152 memory: 13712 grad_norm: 4.5242 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3407 loss: 1.3407 2022/08/11 15:06:28 - mmengine - INFO - Epoch(train) [50][1280/1879] lr: 2.0000e-04 eta: 0:06:22 time: 0.5779 data_time: 0.0227 memory: 13712 grad_norm: 4.6225 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.2491 loss: 1.2491 2022/08/11 15:06:39 - mmengine - INFO - Epoch(train) [50][1300/1879] lr: 2.0000e-04 eta: 0:06:09 time: 0.5781 data_time: 0.0159 memory: 13712 grad_norm: 4.6026 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.3665 loss: 1.3665 2022/08/11 15:06:51 - mmengine - INFO - Epoch(train) [50][1320/1879] lr: 2.0000e-04 eta: 0:05:57 time: 0.5801 data_time: 0.0186 memory: 13712 grad_norm: 4.5496 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.2694 loss: 1.2694 2022/08/11 15:07:02 - mmengine - INFO - Epoch(train) [50][1340/1879] lr: 2.0000e-04 eta: 0:05:44 time: 0.5775 data_time: 0.0174 memory: 13712 grad_norm: 4.6528 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.1361 loss: 1.1361 2022/08/11 15:07:14 - mmengine - INFO - Epoch(train) [50][1360/1879] lr: 2.0000e-04 eta: 0:05:31 time: 0.5842 data_time: 0.0203 memory: 13712 grad_norm: 4.5496 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3427 loss: 1.3427 2022/08/11 15:07:26 - mmengine - INFO - Epoch(train) [50][1380/1879] lr: 2.0000e-04 eta: 0:05:18 time: 0.5835 data_time: 0.0181 memory: 13712 grad_norm: 4.5545 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3118 loss: 1.3118 2022/08/11 15:07:43 - mmengine - INFO - Epoch(train) [50][1400/1879] lr: 2.0000e-04 eta: 0:05:05 time: 0.8647 data_time: 0.0197 memory: 13712 grad_norm: 4.5108 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.1001 loss: 1.1001 2022/08/11 15:07:55 - mmengine - INFO - Epoch(train) [50][1420/1879] lr: 2.0000e-04 eta: 0:04:53 time: 0.5836 data_time: 0.0162 memory: 13712 grad_norm: 4.5856 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 1.2072 loss: 1.2072 2022/08/11 15:08:10 - mmengine - INFO - Epoch(train) [50][1440/1879] lr: 2.0000e-04 eta: 0:04:40 time: 0.7617 data_time: 0.0213 memory: 13712 grad_norm: 4.6749 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.2310 loss: 1.2310 2022/08/11 15:08:22 - mmengine - INFO - Epoch(train) [50][1460/1879] lr: 2.0000e-04 eta: 0:04:27 time: 0.5839 data_time: 0.0165 memory: 13712 grad_norm: 4.4828 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.1451 loss: 1.1451 2022/08/11 15:08:33 - mmengine - INFO - Epoch(train) [50][1480/1879] lr: 2.0000e-04 eta: 0:04:14 time: 0.5859 data_time: 0.0169 memory: 13712 grad_norm: 4.5363 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.1933 loss: 1.1933 2022/08/11 15:08:45 - mmengine - INFO - Epoch(train) [50][1500/1879] lr: 2.0000e-04 eta: 0:04:02 time: 0.5828 data_time: 0.0183 memory: 13712 grad_norm: 4.5896 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.3720 loss: 1.3720 2022/08/11 15:08:57 - mmengine - INFO - Epoch(train) [50][1520/1879] lr: 2.0000e-04 eta: 0:03:49 time: 0.5812 data_time: 0.0193 memory: 13712 grad_norm: 4.5178 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2529 loss: 1.2529 2022/08/11 15:09:08 - mmengine - INFO - Epoch(train) [50][1540/1879] lr: 2.0000e-04 eta: 0:03:36 time: 0.5917 data_time: 0.0195 memory: 13712 grad_norm: 4.6076 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3514 loss: 1.3514 2022/08/11 15:09:22 - mmengine - INFO - Epoch(train) [50][1560/1879] lr: 2.0000e-04 eta: 0:03:23 time: 0.7014 data_time: 0.0195 memory: 13712 grad_norm: 4.8142 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.4070 loss: 1.4070 2022/08/11 15:09:36 - mmengine - INFO - Epoch(train) [50][1580/1879] lr: 2.0000e-04 eta: 0:03:10 time: 0.6890 data_time: 0.0172 memory: 13712 grad_norm: 4.5136 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2792 loss: 1.2792 2022/08/11 15:09:48 - mmengine - INFO - Epoch(train) [50][1600/1879] lr: 2.0000e-04 eta: 0:02:58 time: 0.5826 data_time: 0.0182 memory: 13712 grad_norm: 4.6142 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2623 loss: 1.2623 2022/08/11 15:10:01 - mmengine - INFO - Epoch(train) [50][1620/1879] lr: 2.0000e-04 eta: 0:02:45 time: 0.6502 data_time: 0.0182 memory: 13712 grad_norm: 4.5848 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.2392 loss: 1.2392 2022/08/11 15:10:14 - mmengine - INFO - Epoch(train) [50][1640/1879] lr: 2.0000e-04 eta: 0:02:32 time: 0.6475 data_time: 0.0229 memory: 13712 grad_norm: 4.5897 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 1.1776 loss: 1.1776 2022/08/11 15:10:26 - mmengine - INFO - Epoch(train) [50][1660/1879] lr: 2.0000e-04 eta: 0:02:19 time: 0.5807 data_time: 0.0152 memory: 13712 grad_norm: 4.5719 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.1809 loss: 1.1809 2022/08/11 15:10:41 - mmengine - INFO - Epoch(train) [50][1680/1879] lr: 2.0000e-04 eta: 0:02:07 time: 0.7559 data_time: 0.0210 memory: 13712 grad_norm: 4.5817 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.2135 loss: 1.2135 2022/08/11 15:10:52 - mmengine - INFO - Epoch(train) [50][1700/1879] lr: 2.0000e-04 eta: 0:01:54 time: 0.5920 data_time: 0.0185 memory: 13712 grad_norm: 4.5923 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.2979 loss: 1.2979 2022/08/11 15:11:05 - mmengine - INFO - Epoch(train) [50][1720/1879] lr: 2.0000e-04 eta: 0:01:41 time: 0.6105 data_time: 0.0176 memory: 13712 grad_norm: 4.4756 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.2830 loss: 1.2830 2022/08/11 15:11:21 - mmengine - INFO - Epoch(train) [50][1740/1879] lr: 2.0000e-04 eta: 0:01:28 time: 0.8381 data_time: 0.0183 memory: 13712 grad_norm: 4.5511 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.1357 loss: 1.1357 2022/08/11 15:11:35 - mmengine - INFO - Epoch(train) [50][1760/1879] lr: 2.0000e-04 eta: 0:01:16 time: 0.6672 data_time: 0.0193 memory: 13712 grad_norm: 4.5956 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.0927 loss: 1.0927 2022/08/11 15:11:50 - mmengine - INFO - Epoch(train) [50][1780/1879] lr: 2.0000e-04 eta: 0:01:03 time: 0.7497 data_time: 0.1746 memory: 13712 grad_norm: 4.5473 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.2597 loss: 1.2597 2022/08/11 15:12:02 - mmengine - INFO - Epoch(train) [50][1800/1879] lr: 2.0000e-04 eta: 0:00:50 time: 0.6174 data_time: 0.0238 memory: 13712 grad_norm: 4.5065 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1883 loss: 1.1883 2022/08/11 15:12:14 - mmengine - INFO - Epoch(train) [50][1820/1879] lr: 2.0000e-04 eta: 0:00:37 time: 0.5939 data_time: 0.0154 memory: 13712 grad_norm: 4.6069 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.2911 loss: 1.2911 2022/08/11 15:12:26 - mmengine - INFO - Epoch(train) [50][1840/1879] lr: 2.0000e-04 eta: 0:00:24 time: 0.5865 data_time: 0.0187 memory: 13712 grad_norm: 4.6309 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.3892 loss: 1.3892 2022/08/11 15:12:37 - mmengine - INFO - Epoch(train) [50][1860/1879] lr: 2.0000e-04 eta: 0:00:12 time: 0.5831 data_time: 0.0189 memory: 13712 grad_norm: 4.6040 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.3230 loss: 1.3230 2022/08/11 15:12:48 - mmengine - INFO - Exp name: tsm_r50_dense_1x1x8_50e_kinetics400_rgb_20220810_150237 2022/08/11 15:12:48 - mmengine - INFO - Epoch(train) [50][1879/1879] lr: 2.0000e-04 eta: 0:00:12 time: 0.5670 data_time: 0.0163 memory: 13712 grad_norm: 4.7731 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4040 loss: 1.4040 2022/08/11 15:12:48 - mmengine - INFO - Saving checkpoint at 50 epochs 2022/08/11 15:14:08 - mmengine - INFO - Epoch(val) [50][20/155] eta: 0:08:44 time: 3.8820 data_time: 2.5021 memory: 14838 2022/08/11 15:15:06 - mmengine - INFO - Epoch(val) [50][40/155] eta: 0:05:30 time: 2.8748 data_time: 1.4959 memory: 14838 2022/08/11 15:16:14 - mmengine - INFO - Epoch(val) [50][60/155] eta: 0:05:24 time: 3.4159 data_time: 2.0419 memory: 14838 2022/08/11 15:17:09 - mmengine - INFO - Epoch(val) [50][80/155] eta: 0:03:26 time: 2.7553 data_time: 1.3827 memory: 14838 2022/08/11 15:18:19 - mmengine - INFO - Epoch(val) [50][100/155] eta: 0:03:11 time: 3.4864 data_time: 2.1123 memory: 14838 2022/08/11 15:19:14 - mmengine - INFO - Epoch(val) [50][120/155] eta: 0:01:35 time: 2.7416 data_time: 1.3655 memory: 14838 2022/08/11 15:20:29 - mmengine - INFO - Epoch(val) [50][140/155] eta: 0:00:56 time: 3.7942 data_time: 2.4168 memory: 14838 2022/08/11 15:21:31 - mmengine - INFO - Epoch(val) [50][155/155] acc/top1: 0.7290 acc/top5: 0.9048 acc/mean1: 0.7289 2022/08/11 15:21:33 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai.vendor/1984/mmaction2/work_dirs/tsm_r50_dense_1x1x8_50e_kinetics400_rgb/best_acc/top1_epoch_50.pth is removed 2022/08/11 15:21:34 - mmengine - INFO - The best checkpoint with 0.7290 acc/top1 at 51 epoch is saved to best_acc/top1_epoch_51.pth.