2022/08/13 07:28:01 - mmengine - INFO - Checkpoints will be saved to /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb by HardDiskBackend. 2022/08/13 07:29:41 - mmengine - INFO - Epoch(train) [1][100/3757] lr: 1.0070e-02 eta: 11 days, 3:12:36 time: 0.3062 data_time: 0.0133 memory: 9201 grad_norm: 3.6505 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.8706 loss: 5.8706 2022/08/13 07:30:12 - mmengine - INFO - Epoch(train) [1][200/3757] lr: 1.0140e-02 eta: 7 days, 7:02:49 time: 0.3060 data_time: 0.0131 memory: 9201 grad_norm: 3.5318 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.9585 loss: 5.9585 2022/08/13 07:30:43 - mmengine - INFO - Epoch(train) [1][300/3757] lr: 1.0211e-02 eta: 6 days, 0:09:04 time: 0.3068 data_time: 0.0122 memory: 9201 grad_norm: 3.4194 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.6834 loss: 5.6834 2022/08/13 07:31:14 - mmengine - INFO - Epoch(train) [1][400/3757] lr: 1.0281e-02 eta: 5 days, 8:43:02 time: 0.3114 data_time: 0.0133 memory: 9201 grad_norm: 3.3583 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.5838 loss: 5.5838 2022/08/13 07:31:45 - mmengine - INFO - Epoch(train) [1][500/3757] lr: 1.0352e-02 eta: 4 days, 23:26:42 time: 0.3073 data_time: 0.0130 memory: 9201 grad_norm: 3.2356 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.7101 loss: 5.7101 2022/08/13 07:32:18 - mmengine - INFO - Epoch(train) [1][600/3757] lr: 1.0422e-02 eta: 4 days, 18:22:21 time: 0.3085 data_time: 0.0133 memory: 9201 grad_norm: 3.1544 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.6426 loss: 5.6426 2022/08/13 07:32:51 - mmengine - INFO - Epoch(train) [1][700/3757] lr: 1.0492e-02 eta: 4 days, 14:27:11 time: 0.3922 data_time: 0.0138 memory: 9201 grad_norm: 3.1775 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.5706 loss: 5.5706 2022/08/13 07:33:22 - mmengine - INFO - Epoch(train) [1][800/3757] lr: 1.0563e-02 eta: 4 days, 10:56:31 time: 0.3086 data_time: 0.0132 memory: 9201 grad_norm: 3.0127 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.6816 loss: 5.6816 2022/08/13 07:33:53 - mmengine - INFO - Epoch(train) [1][900/3757] lr: 1.0633e-02 eta: 4 days, 8:14:47 time: 0.3083 data_time: 0.0132 memory: 9201 grad_norm: 2.9876 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.5420 loss: 5.5420 2022/08/13 07:34:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 07:34:24 - mmengine - INFO - Epoch(train) [1][1000/3757] lr: 1.0704e-02 eta: 4 days, 6:03:34 time: 0.3085 data_time: 0.0132 memory: 9201 grad_norm: 2.9958 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.5708 loss: 5.5708 2022/08/13 07:34:55 - mmengine - INFO - Epoch(train) [1][1100/3757] lr: 1.0774e-02 eta: 4 days, 4:17:16 time: 0.3110 data_time: 0.0137 memory: 9201 grad_norm: 2.9442 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.5702 loss: 5.5702 2022/08/13 07:35:26 - mmengine - INFO - Epoch(train) [1][1200/3757] lr: 1.0845e-02 eta: 4 days, 2:48:30 time: 0.3090 data_time: 0.0136 memory: 9201 grad_norm: 2.8665 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.5880 loss: 5.5880 2022/08/13 07:35:56 - mmengine - INFO - Epoch(train) [1][1300/3757] lr: 1.0915e-02 eta: 4 days, 1:32:07 time: 0.3084 data_time: 0.0151 memory: 9201 grad_norm: 3.0066 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 5.5886 loss: 5.5886 2022/08/13 07:36:27 - mmengine - INFO - Epoch(train) [1][1400/3757] lr: 1.0986e-02 eta: 4 days, 0:28:30 time: 0.3102 data_time: 0.0135 memory: 9201 grad_norm: 2.8554 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.5791 loss: 5.5791 2022/08/13 07:36:58 - mmengine - INFO - Epoch(train) [1][1500/3757] lr: 1.1056e-02 eta: 3 days, 23:31:31 time: 0.3087 data_time: 0.0141 memory: 9201 grad_norm: 2.8447 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.5495 loss: 5.5495 2022/08/13 07:37:29 - mmengine - INFO - Epoch(train) [1][1600/3757] lr: 1.1127e-02 eta: 3 days, 22:42:51 time: 0.3126 data_time: 0.0150 memory: 9201 grad_norm: 2.8113 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.4501 loss: 5.4501 2022/08/13 07:38:00 - mmengine - INFO - Epoch(train) [1][1700/3757] lr: 1.1197e-02 eta: 3 days, 22:00:03 time: 0.3094 data_time: 0.0146 memory: 9201 grad_norm: 2.7331 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.3623 loss: 5.3623 2022/08/13 07:38:32 - mmengine - INFO - Epoch(train) [1][1800/3757] lr: 1.1268e-02 eta: 3 days, 21:23:03 time: 0.3086 data_time: 0.0147 memory: 9201 grad_norm: 2.8061 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.5932 loss: 5.5932 2022/08/13 07:39:03 - mmengine - INFO - Epoch(train) [1][1900/3757] lr: 1.1338e-02 eta: 3 days, 20:49:14 time: 0.3103 data_time: 0.0145 memory: 9201 grad_norm: 2.7901 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.4260 loss: 5.4260 2022/08/13 07:39:34 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 07:39:34 - mmengine - INFO - Epoch(train) [1][2000/3757] lr: 1.1408e-02 eta: 3 days, 20:19:13 time: 0.3093 data_time: 0.0161 memory: 9201 grad_norm: 2.7513 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.4590 loss: 5.4590 2022/08/13 07:40:05 - mmengine - INFO - Epoch(train) [1][2100/3757] lr: 1.1479e-02 eta: 3 days, 19:51:32 time: 0.3115 data_time: 0.0165 memory: 9201 grad_norm: 2.7594 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.3833 loss: 5.3833 2022/08/13 07:40:36 - mmengine - INFO - Epoch(train) [1][2200/3757] lr: 1.1549e-02 eta: 3 days, 19:26:06 time: 0.3099 data_time: 0.0163 memory: 9201 grad_norm: 2.6769 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.3502 loss: 5.3502 2022/08/13 07:41:07 - mmengine - INFO - Epoch(train) [1][2300/3757] lr: 1.1620e-02 eta: 3 days, 19:03:07 time: 0.3108 data_time: 0.0165 memory: 9201 grad_norm: 2.6761 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2723 loss: 5.2723 2022/08/13 07:41:38 - mmengine - INFO - Epoch(train) [1][2400/3757] lr: 1.1690e-02 eta: 3 days, 18:42:01 time: 0.3084 data_time: 0.0156 memory: 9201 grad_norm: 2.6602 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2878 loss: 5.2878 2022/08/13 07:42:09 - mmengine - INFO - Epoch(train) [1][2500/3757] lr: 1.1761e-02 eta: 3 days, 18:23:09 time: 0.3114 data_time: 0.0159 memory: 9201 grad_norm: 2.6658 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.3842 loss: 5.3842 2022/08/13 07:42:40 - mmengine - INFO - Epoch(train) [1][2600/3757] lr: 1.1831e-02 eta: 3 days, 18:06:06 time: 0.3109 data_time: 0.0160 memory: 9201 grad_norm: 2.6786 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 5.4005 loss: 5.4005 2022/08/13 07:43:12 - mmengine - INFO - Epoch(train) [1][2700/3757] lr: 1.1902e-02 eta: 3 days, 17:50:17 time: 0.3098 data_time: 0.0161 memory: 9201 grad_norm: 2.6178 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.5304 loss: 5.5304 2022/08/13 07:43:43 - mmengine - INFO - Epoch(train) [1][2800/3757] lr: 1.1972e-02 eta: 3 days, 17:35:23 time: 0.3096 data_time: 0.0161 memory: 9201 grad_norm: 2.6204 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.3861 loss: 5.3861 2022/08/13 07:44:14 - mmengine - INFO - Epoch(train) [1][2900/3757] lr: 1.2043e-02 eta: 3 days, 17:21:38 time: 0.3110 data_time: 0.0165 memory: 9201 grad_norm: 2.5728 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.2573 loss: 5.2573 2022/08/13 07:44:46 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 07:44:46 - mmengine - INFO - Epoch(train) [1][3000/3757] lr: 1.2113e-02 eta: 3 days, 17:09:41 time: 0.3270 data_time: 0.0161 memory: 9201 grad_norm: 2.6019 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2436 loss: 5.2436 2022/08/13 07:45:17 - mmengine - INFO - Epoch(train) [1][3100/3757] lr: 1.2183e-02 eta: 3 days, 16:57:10 time: 0.3106 data_time: 0.0160 memory: 9201 grad_norm: 2.5311 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.3517 loss: 5.3517 2022/08/13 07:45:48 - mmengine - INFO - Epoch(train) [1][3200/3757] lr: 1.2254e-02 eta: 3 days, 16:45:47 time: 0.3118 data_time: 0.0158 memory: 9201 grad_norm: 2.5065 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.4369 loss: 5.4369 2022/08/13 07:46:19 - mmengine - INFO - Epoch(train) [1][3300/3757] lr: 1.2324e-02 eta: 3 days, 16:36:26 time: 0.3116 data_time: 0.0153 memory: 9201 grad_norm: 2.5410 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.5048 loss: 5.5048 2022/08/13 07:46:51 - mmengine - INFO - Epoch(train) [1][3400/3757] lr: 1.2395e-02 eta: 3 days, 16:26:09 time: 0.3110 data_time: 0.0152 memory: 9201 grad_norm: 2.5426 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.2538 loss: 5.2538 2022/08/13 07:47:22 - mmengine - INFO - Epoch(train) [1][3500/3757] lr: 1.2465e-02 eta: 3 days, 16:16:25 time: 0.3111 data_time: 0.0165 memory: 9201 grad_norm: 2.5388 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.2547 loss: 5.2547 2022/08/13 07:47:53 - mmengine - INFO - Epoch(train) [1][3600/3757] lr: 1.2536e-02 eta: 3 days, 16:07:28 time: 0.3109 data_time: 0.0161 memory: 9201 grad_norm: 2.4716 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3074 loss: 5.3074 2022/08/13 07:48:24 - mmengine - INFO - Epoch(train) [1][3700/3757] lr: 1.2606e-02 eta: 3 days, 15:58:44 time: 0.3120 data_time: 0.0160 memory: 9201 grad_norm: 2.5244 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.3793 loss: 5.3793 2022/08/13 07:48:42 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 07:48:42 - mmengine - INFO - Epoch(train) [1][3757/3757] lr: 1.2646e-02 eta: 3 days, 15:56:12 time: 0.2954 data_time: 0.0144 memory: 9201 grad_norm: 2.5046 top1_acc: 0.0000 top5_acc: 0.1429 loss_cls: 5.4093 loss: 5.4093 2022/08/13 07:49:15 - mmengine - INFO - Epoch(train) [2][100/3757] lr: 1.2716e-02 eta: 3 days, 15:33:02 time: 0.3175 data_time: 0.0162 memory: 9201 grad_norm: 2.4981 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.3874 loss: 5.3874 2022/08/13 07:49:47 - mmengine - INFO - Epoch(train) [2][200/3757] lr: 1.2787e-02 eta: 3 days, 15:25:56 time: 0.3196 data_time: 0.0166 memory: 9201 grad_norm: 2.5506 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.2394 loss: 5.2394 2022/08/13 07:50:00 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 07:50:18 - mmengine - INFO - Epoch(train) [2][300/3757] lr: 1.2857e-02 eta: 3 days, 15:19:09 time: 0.3118 data_time: 0.0165 memory: 9201 grad_norm: 2.5020 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 5.2364 loss: 5.2364 2022/08/13 07:50:49 - mmengine - INFO - Epoch(train) [2][400/3757] lr: 1.2928e-02 eta: 3 days, 15:12:36 time: 0.3148 data_time: 0.0168 memory: 9201 grad_norm: 2.5451 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.4111 loss: 5.4111 2022/08/13 07:51:20 - mmengine - INFO - Epoch(train) [2][500/3757] lr: 1.2998e-02 eta: 3 days, 15:06:20 time: 0.3122 data_time: 0.0168 memory: 9201 grad_norm: 2.4294 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 5.2009 loss: 5.2009 2022/08/13 07:51:52 - mmengine - INFO - Epoch(train) [2][600/3757] lr: 1.3069e-02 eta: 3 days, 15:01:01 time: 0.3114 data_time: 0.0152 memory: 9201 grad_norm: 2.5375 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.0466 loss: 5.0466 2022/08/13 07:52:23 - mmengine - INFO - Epoch(train) [2][700/3757] lr: 1.3139e-02 eta: 3 days, 14:55:31 time: 0.3115 data_time: 0.0158 memory: 9201 grad_norm: 2.5018 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1826 loss: 5.1826 2022/08/13 07:52:54 - mmengine - INFO - Epoch(train) [2][800/3757] lr: 1.3210e-02 eta: 3 days, 14:49:55 time: 0.3120 data_time: 0.0157 memory: 9201 grad_norm: 2.4428 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 5.0359 loss: 5.0359 2022/08/13 07:53:26 - mmengine - INFO - Epoch(train) [2][900/3757] lr: 1.3280e-02 eta: 3 days, 14:45:26 time: 0.3139 data_time: 0.0159 memory: 9201 grad_norm: 2.5519 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1771 loss: 5.1771 2022/08/13 07:53:57 - mmengine - INFO - Epoch(train) [2][1000/3757] lr: 1.3350e-02 eta: 3 days, 14:40:20 time: 0.3120 data_time: 0.0172 memory: 9201 grad_norm: 2.4839 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.2426 loss: 5.2426 2022/08/13 07:54:29 - mmengine - INFO - Epoch(train) [2][1100/3757] lr: 1.3421e-02 eta: 3 days, 14:35:42 time: 0.3191 data_time: 0.0172 memory: 9201 grad_norm: 2.4512 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 5.2093 loss: 5.2093 2022/08/13 07:55:00 - mmengine - INFO - Epoch(train) [2][1200/3757] lr: 1.3491e-02 eta: 3 days, 14:31:41 time: 0.3137 data_time: 0.0163 memory: 9201 grad_norm: 2.4346 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.2364 loss: 5.2364 2022/08/13 07:55:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 07:55:31 - mmengine - INFO - Epoch(train) [2][1300/3757] lr: 1.3562e-02 eta: 3 days, 14:27:23 time: 0.3154 data_time: 0.0165 memory: 9201 grad_norm: 2.5146 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 5.3097 loss: 5.3097 2022/08/13 07:56:03 - mmengine - INFO - Epoch(train) [2][1400/3757] lr: 1.3632e-02 eta: 3 days, 14:23:14 time: 0.3128 data_time: 0.0157 memory: 9201 grad_norm: 2.4484 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.2965 loss: 5.2965 2022/08/13 07:56:34 - mmengine - INFO - Epoch(train) [2][1500/3757] lr: 1.3703e-02 eta: 3 days, 14:19:14 time: 0.3130 data_time: 0.0154 memory: 9201 grad_norm: 2.4262 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1717 loss: 5.1717 2022/08/13 07:57:06 - mmengine - INFO - Epoch(train) [2][1600/3757] lr: 1.3773e-02 eta: 3 days, 14:15:13 time: 0.3108 data_time: 0.0159 memory: 9201 grad_norm: 2.4586 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.1346 loss: 5.1346 2022/08/13 07:57:37 - mmengine - INFO - Epoch(train) [2][1700/3757] lr: 1.3844e-02 eta: 3 days, 14:11:23 time: 0.3126 data_time: 0.0167 memory: 9201 grad_norm: 2.4083 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3033 loss: 5.3033 2022/08/13 07:58:08 - mmengine - INFO - Epoch(train) [2][1800/3757] lr: 1.3914e-02 eta: 3 days, 14:07:37 time: 0.3122 data_time: 0.0160 memory: 9201 grad_norm: 2.3937 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.1443 loss: 5.1443 2022/08/13 07:58:40 - mmengine - INFO - Epoch(train) [2][1900/3757] lr: 1.3985e-02 eta: 3 days, 14:04:14 time: 0.3147 data_time: 0.0168 memory: 9201 grad_norm: 2.4037 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1157 loss: 5.1157 2022/08/13 07:59:11 - mmengine - INFO - Epoch(train) [2][2000/3757] lr: 1.4055e-02 eta: 3 days, 14:00:43 time: 0.3118 data_time: 0.0159 memory: 9201 grad_norm: 2.3541 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1466 loss: 5.1466 2022/08/13 07:59:42 - mmengine - INFO - Epoch(train) [2][2100/3757] lr: 1.4125e-02 eta: 3 days, 13:57:34 time: 0.3132 data_time: 0.0152 memory: 9201 grad_norm: 2.4479 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 5.0453 loss: 5.0453 2022/08/13 08:00:14 - mmengine - INFO - Epoch(train) [2][2200/3757] lr: 1.4196e-02 eta: 3 days, 13:54:44 time: 0.3121 data_time: 0.0161 memory: 9201 grad_norm: 2.4144 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1036 loss: 5.1036 2022/08/13 08:00:27 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 08:00:45 - mmengine - INFO - Epoch(train) [2][2300/3757] lr: 1.4266e-02 eta: 3 days, 13:51:34 time: 0.3121 data_time: 0.0162 memory: 9201 grad_norm: 2.3236 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.2401 loss: 5.2401 2022/08/13 08:01:17 - mmengine - INFO - Epoch(train) [2][2400/3757] lr: 1.4337e-02 eta: 3 days, 13:49:00 time: 0.3260 data_time: 0.0165 memory: 9201 grad_norm: 2.3193 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.2172 loss: 5.2172 2022/08/13 08:01:48 - mmengine - INFO - Epoch(train) [2][2500/3757] lr: 1.4407e-02 eta: 3 days, 13:45:53 time: 0.3132 data_time: 0.0158 memory: 9201 grad_norm: 2.4139 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.1301 loss: 5.1301 2022/08/13 08:02:20 - mmengine - INFO - Epoch(train) [2][2600/3757] lr: 1.4478e-02 eta: 3 days, 13:43:17 time: 0.3218 data_time: 0.0160 memory: 9201 grad_norm: 2.3764 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.9449 loss: 4.9449 2022/08/13 08:02:51 - mmengine - INFO - Epoch(train) [2][2700/3757] lr: 1.4548e-02 eta: 3 days, 13:40:40 time: 0.3119 data_time: 0.0162 memory: 9201 grad_norm: 2.4111 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1261 loss: 5.1261 2022/08/13 08:03:22 - mmengine - INFO - Epoch(train) [2][2800/3757] lr: 1.4619e-02 eta: 3 days, 13:37:58 time: 0.3119 data_time: 0.0160 memory: 9201 grad_norm: 2.4114 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 5.0846 loss: 5.0846 2022/08/13 08:03:54 - mmengine - INFO - Epoch(train) [2][2900/3757] lr: 1.4689e-02 eta: 3 days, 13:34:59 time: 0.3119 data_time: 0.0158 memory: 9201 grad_norm: 2.3441 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.9234 loss: 4.9234 2022/08/13 08:04:25 - mmengine - INFO - Epoch(train) [2][3000/3757] lr: 1.4760e-02 eta: 3 days, 13:32:32 time: 0.3114 data_time: 0.0156 memory: 9201 grad_norm: 2.3274 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.2042 loss: 5.2042 2022/08/13 08:04:57 - mmengine - INFO - Epoch(train) [2][3100/3757] lr: 1.4830e-02 eta: 3 days, 13:30:28 time: 0.3170 data_time: 0.0171 memory: 9201 grad_norm: 2.2648 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.9034 loss: 4.9034 2022/08/13 08:05:28 - mmengine - INFO - Epoch(train) [2][3200/3757] lr: 1.4900e-02 eta: 3 days, 13:27:49 time: 0.3130 data_time: 0.0162 memory: 9201 grad_norm: 2.2780 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1276 loss: 5.1276 2022/08/13 08:05:42 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 08:05:59 - mmengine - INFO - Epoch(train) [2][3300/3757] lr: 1.4971e-02 eta: 3 days, 13:25:20 time: 0.3166 data_time: 0.0180 memory: 9201 grad_norm: 2.2992 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1743 loss: 5.1743 2022/08/13 08:06:31 - mmengine - INFO - Epoch(train) [2][3400/3757] lr: 1.5041e-02 eta: 3 days, 13:22:53 time: 0.3129 data_time: 0.0159 memory: 9201 grad_norm: 2.2530 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.0039 loss: 5.0039 2022/08/13 08:07:02 - mmengine - INFO - Epoch(train) [2][3500/3757] lr: 1.5112e-02 eta: 3 days, 13:20:38 time: 0.3158 data_time: 0.0175 memory: 9201 grad_norm: 2.3339 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 5.0253 loss: 5.0253 2022/08/13 08:07:34 - mmengine - INFO - Epoch(train) [2][3600/3757] lr: 1.5182e-02 eta: 3 days, 13:18:32 time: 0.3125 data_time: 0.0160 memory: 9201 grad_norm: 2.2703 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9944 loss: 4.9944 2022/08/13 08:08:05 - mmengine - INFO - Epoch(train) [2][3700/3757] lr: 1.5253e-02 eta: 3 days, 13:16:23 time: 0.3121 data_time: 0.0157 memory: 9201 grad_norm: 2.2447 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 5.0023 loss: 5.0023 2022/08/13 08:08:23 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 08:08:23 - mmengine - INFO - Epoch(train) [2][3757/3757] lr: 1.5293e-02 eta: 3 days, 13:15:40 time: 0.2967 data_time: 0.0147 memory: 9201 grad_norm: 2.3045 top1_acc: 0.0000 top5_acc: 0.4286 loss_cls: 5.0305 loss: 5.0305 2022/08/13 08:08:57 - mmengine - INFO - Epoch(train) [3][100/3757] lr: 1.5362e-02 eta: 3 days, 13:06:49 time: 0.3133 data_time: 0.0163 memory: 9201 grad_norm: 2.2716 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.0426 loss: 5.0426 2022/08/13 08:09:28 - mmengine - INFO - Epoch(train) [3][200/3757] lr: 1.5432e-02 eta: 3 days, 13:04:44 time: 0.3131 data_time: 0.0156 memory: 9201 grad_norm: 2.3037 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.0070 loss: 5.0070 2022/08/13 08:09:59 - mmengine - INFO - Epoch(train) [3][300/3757] lr: 1.5502e-02 eta: 3 days, 13:02:55 time: 0.3165 data_time: 0.0157 memory: 9201 grad_norm: 2.2867 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.0040 loss: 5.0040 2022/08/13 08:10:31 - mmengine - INFO - Epoch(train) [3][400/3757] lr: 1.5573e-02 eta: 3 days, 13:00:59 time: 0.3140 data_time: 0.0168 memory: 9201 grad_norm: 2.2984 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.9495 loss: 4.9495 2022/08/13 08:10:58 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 08:11:02 - mmengine - INFO - Epoch(train) [3][500/3757] lr: 1.5643e-02 eta: 3 days, 12:59:01 time: 0.3135 data_time: 0.0174 memory: 9201 grad_norm: 2.2784 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.8663 loss: 4.8663 2022/08/13 08:11:34 - mmengine - INFO - Epoch(train) [3][600/3757] lr: 1.5714e-02 eta: 3 days, 12:57:01 time: 0.3137 data_time: 0.0162 memory: 9201 grad_norm: 2.2931 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 5.0909 loss: 5.0909 2022/08/13 08:12:05 - mmengine - INFO - Epoch(train) [3][700/3757] lr: 1.5784e-02 eta: 3 days, 12:55:20 time: 0.3130 data_time: 0.0156 memory: 9201 grad_norm: 2.2092 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.2441 loss: 5.2441 2022/08/13 08:12:36 - mmengine - INFO - Epoch(train) [3][800/3757] lr: 1.5855e-02 eta: 3 days, 12:53:38 time: 0.3129 data_time: 0.0162 memory: 9201 grad_norm: 2.2671 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.0538 loss: 5.0538 2022/08/13 08:13:08 - mmengine - INFO - Epoch(train) [3][900/3757] lr: 1.5925e-02 eta: 3 days, 12:51:58 time: 0.3132 data_time: 0.0174 memory: 9201 grad_norm: 2.2496 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.0709 loss: 5.0709 2022/08/13 08:13:39 - mmengine - INFO - Epoch(train) [3][1000/3757] lr: 1.5996e-02 eta: 3 days, 12:50:05 time: 0.3128 data_time: 0.0163 memory: 9201 grad_norm: 2.2470 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 5.1962 loss: 5.1962 2022/08/13 08:14:11 - mmengine - INFO - Epoch(train) [3][1100/3757] lr: 1.6066e-02 eta: 3 days, 12:48:37 time: 0.3166 data_time: 0.0164 memory: 9201 grad_norm: 2.3181 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 5.0306 loss: 5.0306 2022/08/13 08:14:42 - mmengine - INFO - Epoch(train) [3][1200/3757] lr: 1.6137e-02 eta: 3 days, 12:46:52 time: 0.3133 data_time: 0.0163 memory: 9201 grad_norm: 2.1949 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9286 loss: 4.9286 2022/08/13 08:15:14 - mmengine - INFO - Epoch(train) [3][1300/3757] lr: 1.6207e-02 eta: 3 days, 12:45:13 time: 0.3133 data_time: 0.0164 memory: 9201 grad_norm: 2.2079 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9411 loss: 4.9411 2022/08/13 08:15:52 - mmengine - INFO - Epoch(train) [3][1400/3757] lr: 1.6277e-02 eta: 3 days, 12:56:46 time: 0.3218 data_time: 0.0209 memory: 9201 grad_norm: 2.1894 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.0190 loss: 5.0190 2022/08/13 08:16:20 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 08:16:24 - mmengine - INFO - Epoch(train) [3][1500/3757] lr: 1.6348e-02 eta: 3 days, 12:55:49 time: 0.3130 data_time: 0.0165 memory: 9201 grad_norm: 2.1995 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1249 loss: 5.1249 2022/08/13 08:16:56 - mmengine - INFO - Epoch(train) [3][1600/3757] lr: 1.6418e-02 eta: 3 days, 12:54:00 time: 0.3131 data_time: 0.0164 memory: 9201 grad_norm: 2.2476 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9714 loss: 4.9714 2022/08/13 08:17:27 - mmengine - INFO - Epoch(train) [3][1700/3757] lr: 1.6489e-02 eta: 3 days, 12:52:35 time: 0.3127 data_time: 0.0170 memory: 9201 grad_norm: 2.2488 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.0694 loss: 5.0694 2022/08/13 08:17:59 - mmengine - INFO - Epoch(train) [3][1800/3757] lr: 1.6559e-02 eta: 3 days, 12:51:01 time: 0.3152 data_time: 0.0159 memory: 9201 grad_norm: 2.2370 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.1488 loss: 5.1488 2022/08/13 08:18:30 - mmengine - INFO - Epoch(train) [3][1900/3757] lr: 1.6630e-02 eta: 3 days, 12:49:17 time: 0.3152 data_time: 0.0165 memory: 9201 grad_norm: 2.2204 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.0420 loss: 5.0420 2022/08/13 08:19:01 - mmengine - INFO - Epoch(train) [3][2000/3757] lr: 1.6700e-02 eta: 3 days, 12:47:33 time: 0.3147 data_time: 0.0175 memory: 9201 grad_norm: 2.2047 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.9162 loss: 4.9162 2022/08/13 08:19:36 - mmengine - INFO - Epoch(train) [3][2100/3757] lr: 1.6771e-02 eta: 3 days, 12:51:17 time: 0.3125 data_time: 0.0170 memory: 9201 grad_norm: 2.2581 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.7817 loss: 4.7817 2022/08/13 08:20:07 - mmengine - INFO - Epoch(train) [3][2200/3757] lr: 1.6841e-02 eta: 3 days, 12:49:38 time: 0.3131 data_time: 0.0161 memory: 9201 grad_norm: 2.1997 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.0248 loss: 5.0248 2022/08/13 08:20:39 - mmengine - INFO - Epoch(train) [3][2300/3757] lr: 1.6911e-02 eta: 3 days, 12:48:04 time: 0.3132 data_time: 0.0166 memory: 9201 grad_norm: 2.1781 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.8489 loss: 4.8489 2022/08/13 08:21:10 - mmengine - INFO - Epoch(train) [3][2400/3757] lr: 1.6982e-02 eta: 3 days, 12:46:27 time: 0.3142 data_time: 0.0170 memory: 9201 grad_norm: 2.1767 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.9508 loss: 4.9508 2022/08/13 08:21:37 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 08:21:42 - mmengine - INFO - Epoch(train) [3][2500/3757] lr: 1.7052e-02 eta: 3 days, 12:44:49 time: 0.3132 data_time: 0.0176 memory: 9201 grad_norm: 2.1733 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.9342 loss: 4.9342 2022/08/13 08:22:13 - mmengine - INFO - Epoch(train) [3][2600/3757] lr: 1.7123e-02 eta: 3 days, 12:43:19 time: 0.3133 data_time: 0.0166 memory: 9201 grad_norm: 2.1485 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.8899 loss: 4.8899 2022/08/13 08:22:44 - mmengine - INFO - Epoch(train) [3][2700/3757] lr: 1.7193e-02 eta: 3 days, 12:41:48 time: 0.3151 data_time: 0.0174 memory: 9201 grad_norm: 2.1740 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.8996 loss: 4.8996 2022/08/13 08:23:16 - mmengine - INFO - Epoch(train) [3][2800/3757] lr: 1.7264e-02 eta: 3 days, 12:40:12 time: 0.3128 data_time: 0.0165 memory: 9201 grad_norm: 2.2084 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8485 loss: 4.8485 2022/08/13 08:23:47 - mmengine - INFO - Epoch(train) [3][2900/3757] lr: 1.7334e-02 eta: 3 days, 12:38:45 time: 0.3121 data_time: 0.0155 memory: 9201 grad_norm: 2.1514 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.9116 loss: 4.9116 2022/08/13 08:24:19 - mmengine - INFO - Epoch(train) [3][3000/3757] lr: 1.7405e-02 eta: 3 days, 12:37:43 time: 0.3149 data_time: 0.0166 memory: 9201 grad_norm: 2.2016 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6750 loss: 4.6750 2022/08/13 08:24:50 - mmengine - INFO - Epoch(train) [3][3100/3757] lr: 1.7475e-02 eta: 3 days, 12:36:28 time: 0.3146 data_time: 0.0161 memory: 9201 grad_norm: 2.1721 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.7813 loss: 4.7813 2022/08/13 08:25:22 - mmengine - INFO - Epoch(train) [3][3200/3757] lr: 1.7545e-02 eta: 3 days, 12:35:00 time: 0.3166 data_time: 0.0165 memory: 9201 grad_norm: 2.1530 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.8775 loss: 4.8775 2022/08/13 08:25:53 - mmengine - INFO - Epoch(train) [3][3300/3757] lr: 1.7616e-02 eta: 3 days, 12:33:29 time: 0.3137 data_time: 0.0164 memory: 9201 grad_norm: 2.1539 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.7932 loss: 4.7932 2022/08/13 08:26:25 - mmengine - INFO - Epoch(train) [3][3400/3757] lr: 1.7686e-02 eta: 3 days, 12:32:07 time: 0.3147 data_time: 0.0175 memory: 9201 grad_norm: 2.1637 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.0285 loss: 5.0285 2022/08/13 08:26:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 08:26:56 - mmengine - INFO - Epoch(train) [3][3500/3757] lr: 1.7757e-02 eta: 3 days, 12:30:49 time: 0.3141 data_time: 0.0175 memory: 9201 grad_norm: 2.2000 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.9017 loss: 4.9017 2022/08/13 08:27:28 - mmengine - INFO - Epoch(train) [3][3600/3757] lr: 1.7827e-02 eta: 3 days, 12:29:31 time: 0.3136 data_time: 0.0169 memory: 9201 grad_norm: 2.1597 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.7885 loss: 4.7885 2022/08/13 08:27:59 - mmengine - INFO - Epoch(train) [3][3700/3757] lr: 1.7898e-02 eta: 3 days, 12:28:24 time: 0.3152 data_time: 0.0180 memory: 9201 grad_norm: 2.2392 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7548 loss: 4.7548 2022/08/13 08:28:17 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 08:28:17 - mmengine - INFO - Epoch(train) [3][3757/3757] lr: 1.7938e-02 eta: 3 days, 12:27:57 time: 0.2967 data_time: 0.0148 memory: 9201 grad_norm: 2.1203 top1_acc: 0.1429 top5_acc: 0.1429 loss_cls: 4.8612 loss: 4.8612 2022/08/13 08:28:50 - mmengine - INFO - Epoch(train) [4][100/3757] lr: 1.8005e-02 eta: 3 days, 12:21:49 time: 0.3137 data_time: 0.0166 memory: 9201 grad_norm: 2.1762 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8487 loss: 4.8487 2022/08/13 08:29:22 - mmengine - INFO - Epoch(train) [4][200/3757] lr: 1.8075e-02 eta: 3 days, 12:20:33 time: 0.3126 data_time: 0.0167 memory: 9201 grad_norm: 2.2216 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6090 loss: 4.6090 2022/08/13 08:29:53 - mmengine - INFO - Epoch(train) [4][300/3757] lr: 1.8146e-02 eta: 3 days, 12:19:14 time: 0.3130 data_time: 0.0158 memory: 9201 grad_norm: 2.1743 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.8540 loss: 4.8540 2022/08/13 08:30:25 - mmengine - INFO - Epoch(train) [4][400/3757] lr: 1.8216e-02 eta: 3 days, 12:17:56 time: 0.3127 data_time: 0.0160 memory: 9201 grad_norm: 2.2166 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.9335 loss: 4.9335 2022/08/13 08:30:56 - mmengine - INFO - Epoch(train) [4][500/3757] lr: 1.8287e-02 eta: 3 days, 12:16:45 time: 0.3132 data_time: 0.0157 memory: 9201 grad_norm: 2.2124 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7759 loss: 4.7759 2022/08/13 08:31:28 - mmengine - INFO - Epoch(train) [4][600/3757] lr: 1.8357e-02 eta: 3 days, 12:15:36 time: 0.3126 data_time: 0.0171 memory: 9201 grad_norm: 2.1563 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7921 loss: 4.7921 2022/08/13 08:31:59 - mmengine - INFO - Epoch(train) [4][700/3757] lr: 1.8427e-02 eta: 3 days, 12:14:33 time: 0.3134 data_time: 0.0170 memory: 9201 grad_norm: 2.1402 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.9330 loss: 4.9330 2022/08/13 08:32:08 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 08:32:30 - mmengine - INFO - Epoch(train) [4][800/3757] lr: 1.8498e-02 eta: 3 days, 12:13:11 time: 0.3124 data_time: 0.0163 memory: 9201 grad_norm: 2.1407 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.6546 loss: 4.6546 2022/08/13 08:33:02 - mmengine - INFO - Epoch(train) [4][900/3757] lr: 1.8568e-02 eta: 3 days, 12:11:55 time: 0.3132 data_time: 0.0168 memory: 9201 grad_norm: 2.1700 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.8976 loss: 4.8976 2022/08/13 08:33:33 - mmengine - INFO - Epoch(train) [4][1000/3757] lr: 1.8639e-02 eta: 3 days, 12:10:45 time: 0.3137 data_time: 0.0169 memory: 9201 grad_norm: 2.1303 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.8666 loss: 4.8666 2022/08/13 08:34:05 - mmengine - INFO - Epoch(train) [4][1100/3757] lr: 1.8709e-02 eta: 3 days, 12:09:38 time: 0.3148 data_time: 0.0170 memory: 9201 grad_norm: 2.2585 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.4172 loss: 4.4172 2022/08/13 08:34:36 - mmengine - INFO - Epoch(train) [4][1200/3757] lr: 1.8780e-02 eta: 3 days, 12:08:27 time: 0.3127 data_time: 0.0164 memory: 9201 grad_norm: 2.1130 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.9964 loss: 4.9964 2022/08/13 08:35:08 - mmengine - INFO - Epoch(train) [4][1300/3757] lr: 1.8850e-02 eta: 3 days, 12:07:21 time: 0.3137 data_time: 0.0173 memory: 9201 grad_norm: 2.1453 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.6265 loss: 4.6265 2022/08/13 08:35:39 - mmengine - INFO - Epoch(train) [4][1400/3757] lr: 1.8921e-02 eta: 3 days, 12:06:15 time: 0.3130 data_time: 0.0163 memory: 9201 grad_norm: 2.1491 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8167 loss: 4.8167 2022/08/13 08:36:11 - mmengine - INFO - Epoch(train) [4][1500/3757] lr: 1.8991e-02 eta: 3 days, 12:05:25 time: 0.3137 data_time: 0.0168 memory: 9201 grad_norm: 2.1629 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7666 loss: 4.7666 2022/08/13 08:36:42 - mmengine - INFO - Epoch(train) [4][1600/3757] lr: 1.9061e-02 eta: 3 days, 12:04:22 time: 0.3168 data_time: 0.0172 memory: 9201 grad_norm: 2.1697 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8626 loss: 4.8626 2022/08/13 08:37:14 - mmengine - INFO - Epoch(train) [4][1700/3757] lr: 1.9132e-02 eta: 3 days, 12:03:14 time: 0.3137 data_time: 0.0159 memory: 9201 grad_norm: 2.1910 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.8288 loss: 4.8288 2022/08/13 08:37:23 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 08:37:45 - mmengine - INFO - Epoch(train) [4][1800/3757] lr: 1.9202e-02 eta: 3 days, 12:02:31 time: 0.3303 data_time: 0.0166 memory: 9201 grad_norm: 2.2013 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.4514 loss: 4.4514 2022/08/13 08:38:17 - mmengine - INFO - Epoch(train) [4][1900/3757] lr: 1.9273e-02 eta: 3 days, 12:01:26 time: 0.3139 data_time: 0.0163 memory: 9201 grad_norm: 2.1264 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.7270 loss: 4.7270 2022/08/13 08:38:48 - mmengine - INFO - Epoch(train) [4][2000/3757] lr: 1.9343e-02 eta: 3 days, 12:00:28 time: 0.3134 data_time: 0.0162 memory: 9201 grad_norm: 2.1395 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.6502 loss: 4.6502 2022/08/13 08:39:20 - mmengine - INFO - Epoch(train) [4][2100/3757] lr: 1.9414e-02 eta: 3 days, 11:59:32 time: 0.3165 data_time: 0.0170 memory: 9201 grad_norm: 2.1414 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.7956 loss: 4.7956 2022/08/13 08:39:51 - mmengine - INFO - Epoch(train) [4][2200/3757] lr: 1.9484e-02 eta: 3 days, 11:58:28 time: 0.3121 data_time: 0.0156 memory: 9201 grad_norm: 2.1480 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.6034 loss: 4.6034 2022/08/13 08:40:23 - mmengine - INFO - Epoch(train) [4][2300/3757] lr: 1.9554e-02 eta: 3 days, 11:57:31 time: 0.3177 data_time: 0.0174 memory: 9201 grad_norm: 2.2196 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.7332 loss: 4.7332 2022/08/13 08:40:54 - mmengine - INFO - Epoch(train) [4][2400/3757] lr: 1.9625e-02 eta: 3 days, 11:56:43 time: 0.3136 data_time: 0.0166 memory: 9201 grad_norm: 2.1924 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7773 loss: 4.7773 2022/08/13 08:41:26 - mmengine - INFO - Epoch(train) [4][2500/3757] lr: 1.9695e-02 eta: 3 days, 11:55:59 time: 0.3141 data_time: 0.0174 memory: 9201 grad_norm: 2.1172 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.7688 loss: 4.7688 2022/08/13 08:41:58 - mmengine - INFO - Epoch(train) [4][2600/3757] lr: 1.9766e-02 eta: 3 days, 11:55:02 time: 0.3126 data_time: 0.0159 memory: 9201 grad_norm: 2.1415 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8182 loss: 4.8182 2022/08/13 08:42:29 - mmengine - INFO - Epoch(train) [4][2700/3757] lr: 1.9836e-02 eta: 3 days, 11:54:00 time: 0.3129 data_time: 0.0164 memory: 9201 grad_norm: 2.0984 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.8318 loss: 4.8318 2022/08/13 08:42:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 08:43:01 - mmengine - INFO - Epoch(train) [4][2800/3757] lr: 1.9907e-02 eta: 3 days, 11:53:12 time: 0.3181 data_time: 0.0160 memory: 9201 grad_norm: 2.1400 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.7886 loss: 4.7886 2022/08/13 08:43:32 - mmengine - INFO - Epoch(train) [4][2900/3757] lr: 1.9977e-02 eta: 3 days, 11:52:07 time: 0.3140 data_time: 0.0162 memory: 9201 grad_norm: 2.1848 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.7729 loss: 4.7729 2022/08/13 08:44:03 - mmengine - INFO - Epoch(train) [4][3000/3757] lr: 2.0047e-02 eta: 3 days, 11:51:01 time: 0.3132 data_time: 0.0149 memory: 9201 grad_norm: 2.1423 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 4.7027 loss: 4.7027 2022/08/13 08:44:35 - mmengine - INFO - Epoch(train) [4][3100/3757] lr: 2.0118e-02 eta: 3 days, 11:50:03 time: 0.3133 data_time: 0.0160 memory: 9201 grad_norm: 2.1144 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 4.8247 loss: 4.8247 2022/08/13 08:45:06 - mmengine - INFO - Epoch(train) [4][3200/3757] lr: 2.0188e-02 eta: 3 days, 11:49:13 time: 0.3173 data_time: 0.0178 memory: 9201 grad_norm: 2.1381 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.7237 loss: 4.7237 2022/08/13 08:45:38 - mmengine - INFO - Epoch(train) [4][3300/3757] lr: 2.0259e-02 eta: 3 days, 11:48:17 time: 0.3139 data_time: 0.0160 memory: 9201 grad_norm: 2.1032 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.6285 loss: 4.6285 2022/08/13 08:46:09 - mmengine - INFO - Epoch(train) [4][3400/3757] lr: 2.0329e-02 eta: 3 days, 11:47:13 time: 0.3131 data_time: 0.0161 memory: 9201 grad_norm: 2.0888 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.7311 loss: 4.7311 2022/08/13 08:46:41 - mmengine - INFO - Epoch(train) [4][3500/3757] lr: 2.0400e-02 eta: 3 days, 11:46:38 time: 0.3287 data_time: 0.0154 memory: 9201 grad_norm: 2.1323 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.5300 loss: 4.5300 2022/08/13 08:47:13 - mmengine - INFO - Epoch(train) [4][3600/3757] lr: 2.0470e-02 eta: 3 days, 11:45:42 time: 0.3155 data_time: 0.0168 memory: 9201 grad_norm: 2.1288 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.7800 loss: 4.7800 2022/08/13 08:47:44 - mmengine - INFO - Epoch(train) [4][3700/3757] lr: 2.0540e-02 eta: 3 days, 11:44:48 time: 0.3140 data_time: 0.0170 memory: 9201 grad_norm: 2.1306 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.5445 loss: 4.5445 2022/08/13 08:47:53 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 08:48:02 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 08:48:02 - mmengine - INFO - Epoch(train) [4][3757/3757] lr: 2.0581e-02 eta: 3 days, 11:44:27 time: 0.3012 data_time: 0.0153 memory: 9201 grad_norm: 2.1461 top1_acc: 0.2857 top5_acc: 0.2857 loss_cls: 4.6604 loss: 4.6604 2022/08/13 08:48:02 - mmengine - INFO - Saving checkpoint at 4 epochs 2022/08/13 08:48:37 - mmengine - INFO - Epoch(train) [5][100/3757] lr: 2.0646e-02 eta: 3 days, 11:39:16 time: 0.3130 data_time: 0.0167 memory: 9201 grad_norm: 2.1679 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.7593 loss: 4.7593 2022/08/13 08:49:09 - mmengine - INFO - Epoch(train) [5][200/3757] lr: 2.0716e-02 eta: 3 days, 11:38:30 time: 0.3135 data_time: 0.0167 memory: 9201 grad_norm: 2.1581 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.5741 loss: 4.5741 2022/08/13 08:49:40 - mmengine - INFO - Epoch(train) [5][300/3757] lr: 2.0786e-02 eta: 3 days, 11:37:32 time: 0.3122 data_time: 0.0164 memory: 9201 grad_norm: 2.1626 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.8117 loss: 4.8117 2022/08/13 08:50:12 - mmengine - INFO - Epoch(train) [5][400/3757] lr: 2.0857e-02 eta: 3 days, 11:36:52 time: 0.3152 data_time: 0.0166 memory: 9201 grad_norm: 2.2031 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9415 loss: 4.9415 2022/08/13 08:50:43 - mmengine - INFO - Epoch(train) [5][500/3757] lr: 2.0927e-02 eta: 3 days, 11:36:04 time: 0.3181 data_time: 0.0177 memory: 9201 grad_norm: 2.1632 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.7141 loss: 4.7141 2022/08/13 08:51:15 - mmengine - INFO - Epoch(train) [5][600/3757] lr: 2.0998e-02 eta: 3 days, 11:35:09 time: 0.3145 data_time: 0.0165 memory: 9201 grad_norm: 2.1425 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6396 loss: 4.6396 2022/08/13 08:51:46 - mmengine - INFO - Epoch(train) [5][700/3757] lr: 2.1068e-02 eta: 3 days, 11:34:12 time: 0.3143 data_time: 0.0173 memory: 9201 grad_norm: 2.1922 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.4552 loss: 4.4552 2022/08/13 08:52:17 - mmengine - INFO - Epoch(train) [5][800/3757] lr: 2.1139e-02 eta: 3 days, 11:33:15 time: 0.3130 data_time: 0.0159 memory: 9201 grad_norm: 2.1846 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.7538 loss: 4.7538 2022/08/13 08:52:49 - mmengine - INFO - Epoch(train) [5][900/3757] lr: 2.1209e-02 eta: 3 days, 11:32:27 time: 0.3139 data_time: 0.0164 memory: 9201 grad_norm: 2.1030 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6478 loss: 4.6478 2022/08/13 08:53:12 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 08:53:20 - mmengine - INFO - Epoch(train) [5][1000/3757] lr: 2.1279e-02 eta: 3 days, 11:31:38 time: 0.3143 data_time: 0.0166 memory: 9201 grad_norm: 2.1492 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.9319 loss: 4.9319 2022/08/13 08:53:52 - mmengine - INFO - Epoch(train) [5][1100/3757] lr: 2.1350e-02 eta: 3 days, 11:30:47 time: 0.3146 data_time: 0.0160 memory: 9201 grad_norm: 2.1701 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.4120 loss: 4.4120 2022/08/13 08:54:23 - mmengine - INFO - Epoch(train) [5][1200/3757] lr: 2.1420e-02 eta: 3 days, 11:29:56 time: 0.3137 data_time: 0.0151 memory: 9201 grad_norm: 2.1328 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.6782 loss: 4.6782 2022/08/13 08:54:55 - mmengine - INFO - Epoch(train) [5][1300/3757] lr: 2.1491e-02 eta: 3 days, 11:29:00 time: 0.3135 data_time: 0.0174 memory: 9201 grad_norm: 2.2543 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.5216 loss: 4.5216 2022/08/13 08:55:26 - mmengine - INFO - Epoch(train) [5][1400/3757] lr: 2.1561e-02 eta: 3 days, 11:28:10 time: 0.3158 data_time: 0.0168 memory: 9201 grad_norm: 2.1090 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.5269 loss: 4.5269 2022/08/13 08:55:58 - mmengine - INFO - Epoch(train) [5][1500/3757] lr: 2.1631e-02 eta: 3 days, 11:27:16 time: 0.3142 data_time: 0.0166 memory: 9201 grad_norm: 2.1915 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.7238 loss: 4.7238 2022/08/13 08:56:29 - mmengine - INFO - Epoch(train) [5][1600/3757] lr: 2.1702e-02 eta: 3 days, 11:26:23 time: 0.3119 data_time: 0.0169 memory: 9201 grad_norm: 2.2376 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.5074 loss: 4.5074 2022/08/13 08:57:01 - mmengine - INFO - Epoch(train) [5][1700/3757] lr: 2.1772e-02 eta: 3 days, 11:25:30 time: 0.3127 data_time: 0.0163 memory: 9201 grad_norm: 2.1288 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.4428 loss: 4.4428 2022/08/13 08:57:32 - mmengine - INFO - Epoch(train) [5][1800/3757] lr: 2.1843e-02 eta: 3 days, 11:24:48 time: 0.3203 data_time: 0.0167 memory: 9201 grad_norm: 2.1210 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4963 loss: 4.4963 2022/08/13 08:58:04 - mmengine - INFO - Epoch(train) [5][1900/3757] lr: 2.1913e-02 eta: 3 days, 11:23:54 time: 0.3135 data_time: 0.0174 memory: 9201 grad_norm: 2.1334 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.1275 loss: 4.1275 2022/08/13 08:58:26 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 08:58:35 - mmengine - INFO - Epoch(train) [5][2000/3757] lr: 2.1984e-02 eta: 3 days, 11:23:06 time: 0.3148 data_time: 0.0177 memory: 9201 grad_norm: 2.1632 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.7657 loss: 4.7657 2022/08/13 08:59:07 - mmengine - INFO - Epoch(train) [5][2100/3757] lr: 2.2054e-02 eta: 3 days, 11:22:19 time: 0.3153 data_time: 0.0162 memory: 9201 grad_norm: 2.1592 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.6095 loss: 4.6095 2022/08/13 08:59:38 - mmengine - INFO - Epoch(train) [5][2200/3757] lr: 2.2124e-02 eta: 3 days, 11:21:34 time: 0.3135 data_time: 0.0169 memory: 9201 grad_norm: 2.1149 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.6204 loss: 4.6204 2022/08/13 09:00:10 - mmengine - INFO - Epoch(train) [5][2300/3757] lr: 2.2195e-02 eta: 3 days, 11:20:47 time: 0.3144 data_time: 0.0160 memory: 9201 grad_norm: 2.0832 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7444 loss: 4.7444 2022/08/13 09:00:41 - mmengine - INFO - Epoch(train) [5][2400/3757] lr: 2.2265e-02 eta: 3 days, 11:20:04 time: 0.3144 data_time: 0.0162 memory: 9201 grad_norm: 2.1098 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.6616 loss: 4.6616 2022/08/13 09:01:13 - mmengine - INFO - Epoch(train) [5][2500/3757] lr: 2.2336e-02 eta: 3 days, 11:19:15 time: 0.3138 data_time: 0.0165 memory: 9201 grad_norm: 2.1591 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3493 loss: 4.3493 2022/08/13 09:01:44 - mmengine - INFO - Epoch(train) [5][2600/3757] lr: 2.2406e-02 eta: 3 days, 11:18:28 time: 0.3175 data_time: 0.0170 memory: 9201 grad_norm: 2.1710 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.4951 loss: 4.4951 2022/08/13 09:02:15 - mmengine - INFO - Epoch(train) [5][2700/3757] lr: 2.2476e-02 eta: 3 days, 11:17:34 time: 0.3116 data_time: 0.0157 memory: 9201 grad_norm: 2.1550 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.7164 loss: 4.7164 2022/08/13 09:02:47 - mmengine - INFO - Epoch(train) [5][2800/3757] lr: 2.2547e-02 eta: 3 days, 11:16:44 time: 0.3143 data_time: 0.0169 memory: 9201 grad_norm: 2.1293 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4886 loss: 4.4886 2022/08/13 09:03:18 - mmengine - INFO - Epoch(train) [5][2900/3757] lr: 2.2617e-02 eta: 3 days, 11:15:55 time: 0.3136 data_time: 0.0162 memory: 9201 grad_norm: 2.1667 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.5382 loss: 4.5382 2022/08/13 09:03:41 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 09:03:50 - mmengine - INFO - Epoch(train) [5][3000/3757] lr: 2.2688e-02 eta: 3 days, 11:15:11 time: 0.3142 data_time: 0.0161 memory: 9201 grad_norm: 2.1816 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.5999 loss: 4.5999 2022/08/13 09:04:21 - mmengine - INFO - Epoch(train) [5][3100/3757] lr: 2.2758e-02 eta: 3 days, 11:14:22 time: 0.3133 data_time: 0.0163 memory: 9201 grad_norm: 2.1702 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.5168 loss: 4.5168 2022/08/13 09:04:53 - mmengine - INFO - Epoch(train) [5][3200/3757] lr: 2.2828e-02 eta: 3 days, 11:13:49 time: 0.3145 data_time: 0.0170 memory: 9201 grad_norm: 2.1907 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 4.3424 loss: 4.3424 2022/08/13 09:05:25 - mmengine - INFO - Epoch(train) [5][3300/3757] lr: 2.2899e-02 eta: 3 days, 11:13:05 time: 0.3157 data_time: 0.0171 memory: 9201 grad_norm: 2.1189 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.5061 loss: 4.5061 2022/08/13 09:05:56 - mmengine - INFO - Epoch(train) [5][3400/3757] lr: 2.2969e-02 eta: 3 days, 11:12:21 time: 0.3129 data_time: 0.0163 memory: 9201 grad_norm: 2.1594 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.4733 loss: 4.4733 2022/08/13 09:06:28 - mmengine - INFO - Epoch(train) [5][3500/3757] lr: 2.3040e-02 eta: 3 days, 11:11:38 time: 0.3145 data_time: 0.0172 memory: 9201 grad_norm: 2.1692 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.2980 loss: 4.2980 2022/08/13 09:06:59 - mmengine - INFO - Epoch(train) [5][3600/3757] lr: 2.3110e-02 eta: 3 days, 11:10:50 time: 0.3131 data_time: 0.0159 memory: 9201 grad_norm: 2.1660 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.6033 loss: 4.6033 2022/08/13 09:07:30 - mmengine - INFO - Epoch(train) [5][3700/3757] lr: 2.3181e-02 eta: 3 days, 11:09:57 time: 0.3132 data_time: 0.0164 memory: 9201 grad_norm: 2.1804 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.5432 loss: 4.5432 2022/08/13 09:07:48 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 09:07:48 - mmengine - INFO - Epoch(train) [5][3757/3757] lr: 2.3221e-02 eta: 3 days, 11:09:42 time: 0.2982 data_time: 0.0159 memory: 9201 grad_norm: 2.2222 top1_acc: 0.4286 top5_acc: 0.5714 loss_cls: 4.5238 loss: 4.5238 2022/08/13 09:08:45 - mmengine - INFO - Epoch(val) [5][100/310] eta: 0:00:46 time: 0.2232 data_time: 0.1134 memory: 1522 2022/08/13 09:09:06 - mmengine - INFO - Epoch(val) [5][200/310] eta: 0:00:19 time: 0.1790 data_time: 0.0683 memory: 1522 2022/08/13 09:09:27 - mmengine - INFO - Epoch(val) [5][300/310] eta: 0:00:02 time: 0.2024 data_time: 0.0886 memory: 1522 2022/08/13 09:09:32 - mmengine - INFO - Epoch(val) [5][310/310] acc/top1: 0.1242 acc/top5: 0.3095 acc/mean1: 0.1240 2022/08/13 09:09:34 - mmengine - INFO - The best checkpoint with 0.1242 acc/top1 at 6 epoch is saved to best_acc/top1_epoch_6.pth. 2022/08/13 09:10:06 - mmengine - INFO - Epoch(train) [6][100/3757] lr: 2.3283e-02 eta: 3 days, 11:05:08 time: 0.3117 data_time: 0.0155 memory: 9201 grad_norm: 2.1770 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.4786 loss: 4.4786 2022/08/13 09:10:43 - mmengine - INFO - Epoch(train) [6][200/3757] lr: 2.3354e-02 eta: 3 days, 11:08:35 time: 0.3124 data_time: 0.0158 memory: 9201 grad_norm: 2.1718 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3514 loss: 4.3514 2022/08/13 09:10:47 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 09:11:14 - mmengine - INFO - Epoch(train) [6][300/3757] lr: 2.3424e-02 eta: 3 days, 11:07:40 time: 0.3119 data_time: 0.0161 memory: 9201 grad_norm: 2.2868 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.4784 loss: 4.4784 2022/08/13 09:11:45 - mmengine - INFO - Epoch(train) [6][400/3757] lr: 2.3494e-02 eta: 3 days, 11:06:45 time: 0.3135 data_time: 0.0159 memory: 9201 grad_norm: 2.1453 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.5534 loss: 4.5534 2022/08/13 09:12:17 - mmengine - INFO - Epoch(train) [6][500/3757] lr: 2.3565e-02 eta: 3 days, 11:05:58 time: 0.3155 data_time: 0.0164 memory: 9201 grad_norm: 2.2377 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.6632 loss: 4.6632 2022/08/13 09:12:48 - mmengine - INFO - Epoch(train) [6][600/3757] lr: 2.3635e-02 eta: 3 days, 11:05:11 time: 0.3144 data_time: 0.0169 memory: 9201 grad_norm: 2.2123 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.4140 loss: 4.4140 2022/08/13 09:13:19 - mmengine - INFO - Epoch(train) [6][700/3757] lr: 2.3706e-02 eta: 3 days, 11:04:22 time: 0.3135 data_time: 0.0172 memory: 9201 grad_norm: 2.2108 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.6641 loss: 4.6641 2022/08/13 09:13:51 - mmengine - INFO - Epoch(train) [6][800/3757] lr: 2.3776e-02 eta: 3 days, 11:03:38 time: 0.3125 data_time: 0.0173 memory: 9201 grad_norm: 2.1618 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.5421 loss: 4.5421 2022/08/13 09:14:22 - mmengine - INFO - Epoch(train) [6][900/3757] lr: 2.3846e-02 eta: 3 days, 11:02:58 time: 0.3130 data_time: 0.0161 memory: 9201 grad_norm: 2.1983 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4033 loss: 4.4033 2022/08/13 09:14:54 - mmengine - INFO - Epoch(train) [6][1000/3757] lr: 2.3917e-02 eta: 3 days, 11:02:22 time: 0.3212 data_time: 0.0174 memory: 9201 grad_norm: 2.1937 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.6559 loss: 4.6559 2022/08/13 09:15:26 - mmengine - INFO - Epoch(train) [6][1100/3757] lr: 2.3987e-02 eta: 3 days, 11:01:48 time: 0.3160 data_time: 0.0165 memory: 9201 grad_norm: 2.1768 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.5401 loss: 4.5401 2022/08/13 09:15:57 - mmengine - INFO - Epoch(train) [6][1200/3757] lr: 2.4058e-02 eta: 3 days, 11:01:14 time: 0.3205 data_time: 0.0155 memory: 9201 grad_norm: 2.1370 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.5011 loss: 4.5011 2022/08/13 09:16:02 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 09:16:29 - mmengine - INFO - Epoch(train) [6][1300/3757] lr: 2.4128e-02 eta: 3 days, 11:00:33 time: 0.3154 data_time: 0.0183 memory: 9201 grad_norm: 2.1982 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4797 loss: 4.4797 2022/08/13 09:17:01 - mmengine - INFO - Epoch(train) [6][1400/3757] lr: 2.4198e-02 eta: 3 days, 10:59:55 time: 0.3116 data_time: 0.0162 memory: 9201 grad_norm: 2.2518 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4903 loss: 4.4903 2022/08/13 09:17:32 - mmengine - INFO - Epoch(train) [6][1500/3757] lr: 2.4269e-02 eta: 3 days, 10:59:18 time: 0.3137 data_time: 0.0163 memory: 9201 grad_norm: 2.1910 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3868 loss: 4.3868 2022/08/13 09:18:04 - mmengine - INFO - Epoch(train) [6][1600/3757] lr: 2.4339e-02 eta: 3 days, 10:58:45 time: 0.3140 data_time: 0.0159 memory: 9201 grad_norm: 2.1719 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.5526 loss: 4.5526 2022/08/13 09:18:35 - mmengine - INFO - Epoch(train) [6][1700/3757] lr: 2.4409e-02 eta: 3 days, 10:58:04 time: 0.3148 data_time: 0.0178 memory: 9201 grad_norm: 2.1579 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3198 loss: 4.3198 2022/08/13 09:19:07 - mmengine - INFO - Epoch(train) [6][1800/3757] lr: 2.4480e-02 eta: 3 days, 10:57:20 time: 0.3134 data_time: 0.0165 memory: 9201 grad_norm: 2.1761 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.8264 loss: 4.8264 2022/08/13 09:19:39 - mmengine - INFO - Epoch(train) [6][1900/3757] lr: 2.4550e-02 eta: 3 days, 10:56:48 time: 0.3140 data_time: 0.0160 memory: 9201 grad_norm: 2.2004 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.2282 loss: 4.2282 2022/08/13 09:20:10 - mmengine - INFO - Epoch(train) [6][2000/3757] lr: 2.4621e-02 eta: 3 days, 10:56:11 time: 0.3120 data_time: 0.0157 memory: 9201 grad_norm: 2.1954 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.5369 loss: 4.5369 2022/08/13 09:20:42 - mmengine - INFO - Epoch(train) [6][2100/3757] lr: 2.4691e-02 eta: 3 days, 10:55:27 time: 0.3129 data_time: 0.0159 memory: 9201 grad_norm: 2.1594 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.5089 loss: 4.5089 2022/08/13 09:21:14 - mmengine - INFO - Epoch(train) [6][2200/3757] lr: 2.4761e-02 eta: 3 days, 10:55:02 time: 0.3238 data_time: 0.0175 memory: 9201 grad_norm: 2.2435 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3381 loss: 4.3381 2022/08/13 09:21:19 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 09:21:45 - mmengine - INFO - Epoch(train) [6][2300/3757] lr: 2.4832e-02 eta: 3 days, 10:54:26 time: 0.3150 data_time: 0.0175 memory: 9201 grad_norm: 2.1927 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4322 loss: 4.4322 2022/08/13 09:22:17 - mmengine - INFO - Epoch(train) [6][2400/3757] lr: 2.4902e-02 eta: 3 days, 10:53:58 time: 0.3192 data_time: 0.0174 memory: 9201 grad_norm: 2.1827 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 4.5102 loss: 4.5102 2022/08/13 09:22:49 - mmengine - INFO - Epoch(train) [6][2500/3757] lr: 2.4973e-02 eta: 3 days, 10:53:14 time: 0.3141 data_time: 0.0166 memory: 9201 grad_norm: 2.2107 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.5744 loss: 4.5744 2022/08/13 09:23:20 - mmengine - INFO - Epoch(train) [6][2600/3757] lr: 2.5043e-02 eta: 3 days, 10:52:35 time: 0.3171 data_time: 0.0185 memory: 9201 grad_norm: 2.1630 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 4.3009 loss: 4.3009 2022/08/13 09:23:52 - mmengine - INFO - Epoch(train) [6][2700/3757] lr: 2.5113e-02 eta: 3 days, 10:52:02 time: 0.3137 data_time: 0.0168 memory: 9201 grad_norm: 2.2157 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.2154 loss: 4.2154 2022/08/13 09:24:23 - mmengine - INFO - Epoch(train) [6][2800/3757] lr: 2.5184e-02 eta: 3 days, 10:51:20 time: 0.3126 data_time: 0.0158 memory: 9201 grad_norm: 2.2061 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.5064 loss: 4.5064 2022/08/13 09:24:56 - mmengine - INFO - Epoch(train) [6][2900/3757] lr: 2.5254e-02 eta: 3 days, 10:51:10 time: 0.3147 data_time: 0.0169 memory: 9201 grad_norm: 2.1696 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.1575 loss: 4.1575 2022/08/13 09:25:27 - mmengine - INFO - Epoch(train) [6][3000/3757] lr: 2.5325e-02 eta: 3 days, 10:50:29 time: 0.3181 data_time: 0.0162 memory: 9201 grad_norm: 2.2472 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4280 loss: 4.4280 2022/08/13 09:25:59 - mmengine - INFO - Epoch(train) [6][3100/3757] lr: 2.5395e-02 eta: 3 days, 10:49:59 time: 0.3284 data_time: 0.0177 memory: 9201 grad_norm: 2.1923 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.5781 loss: 4.5781 2022/08/13 09:26:30 - mmengine - INFO - Epoch(train) [6][3200/3757] lr: 2.5465e-02 eta: 3 days, 10:49:13 time: 0.3138 data_time: 0.0159 memory: 9201 grad_norm: 2.2384 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2832 loss: 4.2832 2022/08/13 09:26:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 09:27:02 - mmengine - INFO - Epoch(train) [6][3300/3757] lr: 2.5536e-02 eta: 3 days, 10:48:35 time: 0.3144 data_time: 0.0165 memory: 9201 grad_norm: 2.2545 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.4183 loss: 4.4183 2022/08/13 09:27:33 - mmengine - INFO - Epoch(train) [6][3400/3757] lr: 2.5606e-02 eta: 3 days, 10:47:53 time: 0.3131 data_time: 0.0169 memory: 9201 grad_norm: 2.2003 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.3165 loss: 4.3165 2022/08/13 09:28:05 - mmengine - INFO - Epoch(train) [6][3500/3757] lr: 2.5677e-02 eta: 3 days, 10:47:13 time: 0.3136 data_time: 0.0168 memory: 9201 grad_norm: 2.1486 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.3502 loss: 4.3502 2022/08/13 09:28:36 - mmengine - INFO - Epoch(train) [6][3600/3757] lr: 2.5747e-02 eta: 3 days, 10:46:27 time: 0.3148 data_time: 0.0168 memory: 9201 grad_norm: 2.2339 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.6920 loss: 4.6920 2022/08/13 09:29:08 - mmengine - INFO - Epoch(train) [6][3700/3757] lr: 2.5817e-02 eta: 3 days, 10:45:45 time: 0.3132 data_time: 0.0161 memory: 9201 grad_norm: 2.2140 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.5754 loss: 4.5754 2022/08/13 09:29:26 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 09:29:26 - mmengine - INFO - Epoch(train) [6][3757/3757] lr: 2.5857e-02 eta: 3 days, 10:45:32 time: 0.3002 data_time: 0.0150 memory: 9201 grad_norm: 2.2281 top1_acc: 0.1429 top5_acc: 0.2857 loss_cls: 4.3035 loss: 4.3035 2022/08/13 09:30:00 - mmengine - INFO - Epoch(train) [7][100/3757] lr: 2.5917e-02 eta: 3 days, 10:42:41 time: 0.3165 data_time: 0.0178 memory: 9201 grad_norm: 2.2029 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4581 loss: 4.4581 2022/08/13 09:30:31 - mmengine - INFO - Epoch(train) [7][200/3757] lr: 2.5987e-02 eta: 3 days, 10:41:58 time: 0.3129 data_time: 0.0165 memory: 9201 grad_norm: 2.2292 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.5821 loss: 4.5821 2022/08/13 09:31:02 - mmengine - INFO - Epoch(train) [7][300/3757] lr: 2.6058e-02 eta: 3 days, 10:41:14 time: 0.3128 data_time: 0.0157 memory: 9201 grad_norm: 2.2668 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.6934 loss: 4.6934 2022/08/13 09:31:34 - mmengine - INFO - Epoch(train) [7][400/3757] lr: 2.6128e-02 eta: 3 days, 10:40:31 time: 0.3124 data_time: 0.0149 memory: 9201 grad_norm: 2.2384 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.1906 loss: 4.1906 2022/08/13 09:31:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 09:32:05 - mmengine - INFO - Epoch(train) [7][500/3757] lr: 2.6199e-02 eta: 3 days, 10:39:50 time: 0.3133 data_time: 0.0156 memory: 9201 grad_norm: 2.2163 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.4724 loss: 4.4724 2022/08/13 09:32:37 - mmengine - INFO - Epoch(train) [7][600/3757] lr: 2.6269e-02 eta: 3 days, 10:39:08 time: 0.3144 data_time: 0.0173 memory: 9201 grad_norm: 2.2699 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.0793 loss: 4.0793 2022/08/13 09:33:08 - mmengine - INFO - Epoch(train) [7][700/3757] lr: 2.6339e-02 eta: 3 days, 10:38:23 time: 0.3133 data_time: 0.0167 memory: 9201 grad_norm: 2.2058 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.2760 loss: 4.2760 2022/08/13 09:33:41 - mmengine - INFO - Epoch(train) [7][800/3757] lr: 2.6410e-02 eta: 3 days, 10:38:20 time: 0.3618 data_time: 0.0175 memory: 9201 grad_norm: 2.2672 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2099 loss: 4.2099 2022/08/13 09:34:12 - mmengine - INFO - Epoch(train) [7][900/3757] lr: 2.6480e-02 eta: 3 days, 10:37:38 time: 0.3140 data_time: 0.0164 memory: 9201 grad_norm: 2.2497 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.5585 loss: 4.5585 2022/08/13 09:34:43 - mmengine - INFO - Epoch(train) [7][1000/3757] lr: 2.6550e-02 eta: 3 days, 10:36:57 time: 0.3131 data_time: 0.0155 memory: 9201 grad_norm: 2.2215 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.3592 loss: 4.3592 2022/08/13 09:35:15 - mmengine - INFO - Epoch(train) [7][1100/3757] lr: 2.6621e-02 eta: 3 days, 10:36:29 time: 0.3142 data_time: 0.0176 memory: 9201 grad_norm: 2.2459 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3032 loss: 4.3032 2022/08/13 09:35:47 - mmengine - INFO - Epoch(train) [7][1200/3757] lr: 2.6691e-02 eta: 3 days, 10:35:52 time: 0.3135 data_time: 0.0167 memory: 9201 grad_norm: 2.2484 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.3682 loss: 4.3682 2022/08/13 09:36:18 - mmengine - INFO - Epoch(train) [7][1300/3757] lr: 2.6761e-02 eta: 3 days, 10:35:15 time: 0.3240 data_time: 0.0168 memory: 9201 grad_norm: 2.1894 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.4819 loss: 4.4819 2022/08/13 09:36:50 - mmengine - INFO - Epoch(train) [7][1400/3757] lr: 2.6832e-02 eta: 3 days, 10:34:33 time: 0.3146 data_time: 0.0166 memory: 9201 grad_norm: 2.3108 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.2482 loss: 4.2482 2022/08/13 09:37:08 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 09:37:21 - mmengine - INFO - Epoch(train) [7][1500/3757] lr: 2.6902e-02 eta: 3 days, 10:33:54 time: 0.3145 data_time: 0.0181 memory: 9201 grad_norm: 2.2591 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.1971 loss: 4.1971 2022/08/13 09:37:53 - mmengine - INFO - Epoch(train) [7][1600/3757] lr: 2.6972e-02 eta: 3 days, 10:33:12 time: 0.3135 data_time: 0.0167 memory: 9201 grad_norm: 2.2200 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.1833 loss: 4.1833 2022/08/13 09:38:25 - mmengine - INFO - Epoch(train) [7][1700/3757] lr: 2.7043e-02 eta: 3 days, 10:32:48 time: 0.3132 data_time: 0.0164 memory: 9201 grad_norm: 2.2633 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4700 loss: 4.4700 2022/08/13 09:38:56 - mmengine - INFO - Epoch(train) [7][1800/3757] lr: 2.7113e-02 eta: 3 days, 10:32:08 time: 0.3155 data_time: 0.0158 memory: 9201 grad_norm: 2.2841 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.4627 loss: 4.4627 2022/08/13 09:39:28 - mmengine - INFO - Epoch(train) [7][1900/3757] lr: 2.7184e-02 eta: 3 days, 10:31:29 time: 0.3144 data_time: 0.0169 memory: 9201 grad_norm: 2.2671 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.1464 loss: 4.1464 2022/08/13 09:39:59 - mmengine - INFO - Epoch(train) [7][2000/3757] lr: 2.7254e-02 eta: 3 days, 10:30:57 time: 0.3272 data_time: 0.0169 memory: 9201 grad_norm: 2.2512 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.0899 loss: 4.0899 2022/08/13 09:40:31 - mmengine - INFO - Epoch(train) [7][2100/3757] lr: 2.7324e-02 eta: 3 days, 10:30:18 time: 0.3137 data_time: 0.0164 memory: 9201 grad_norm: 2.2748 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.3875 loss: 4.3875 2022/08/13 09:41:02 - mmengine - INFO - Epoch(train) [7][2200/3757] lr: 2.7395e-02 eta: 3 days, 10:29:40 time: 0.3132 data_time: 0.0165 memory: 9201 grad_norm: 2.2509 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.3402 loss: 4.3402 2022/08/13 09:41:34 - mmengine - INFO - Epoch(train) [7][2300/3757] lr: 2.7465e-02 eta: 3 days, 10:28:57 time: 0.3127 data_time: 0.0166 memory: 9201 grad_norm: 2.2610 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.2451 loss: 4.2451 2022/08/13 09:42:06 - mmengine - INFO - Epoch(train) [7][2400/3757] lr: 2.7535e-02 eta: 3 days, 10:28:22 time: 0.3133 data_time: 0.0165 memory: 9201 grad_norm: 2.2502 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 4.1709 loss: 4.1709 2022/08/13 09:42:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 09:42:37 - mmengine - INFO - Epoch(train) [7][2500/3757] lr: 2.7606e-02 eta: 3 days, 10:27:56 time: 0.3137 data_time: 0.0163 memory: 9201 grad_norm: 2.2765 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.1037 loss: 4.1037 2022/08/13 09:43:09 - mmengine - INFO - Epoch(train) [7][2600/3757] lr: 2.7676e-02 eta: 3 days, 10:27:25 time: 0.3136 data_time: 0.0158 memory: 9201 grad_norm: 2.3371 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.4387 loss: 4.4387 2022/08/13 09:43:41 - mmengine - INFO - Epoch(train) [7][2700/3757] lr: 2.7746e-02 eta: 3 days, 10:26:49 time: 0.3179 data_time: 0.0171 memory: 9201 grad_norm: 2.2673 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.1681 loss: 4.1681 2022/08/13 09:44:12 - mmengine - INFO - Epoch(train) [7][2800/3757] lr: 2.7817e-02 eta: 3 days, 10:26:11 time: 0.3133 data_time: 0.0167 memory: 9201 grad_norm: 2.2465 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.0427 loss: 4.0427 2022/08/13 09:44:44 - mmengine - INFO - Epoch(train) [7][2900/3757] lr: 2.7887e-02 eta: 3 days, 10:25:47 time: 0.3132 data_time: 0.0164 memory: 9201 grad_norm: 2.2544 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.2791 loss: 4.2791 2022/08/13 09:45:16 - mmengine - INFO - Epoch(train) [7][3000/3757] lr: 2.7958e-02 eta: 3 days, 10:25:07 time: 0.3129 data_time: 0.0161 memory: 9201 grad_norm: 2.3063 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.4677 loss: 4.4677 2022/08/13 09:45:47 - mmengine - INFO - Epoch(train) [7][3100/3757] lr: 2.8028e-02 eta: 3 days, 10:24:29 time: 0.3136 data_time: 0.0163 memory: 9201 grad_norm: 2.3255 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 4.2031 loss: 4.2031 2022/08/13 09:46:19 - mmengine - INFO - Epoch(train) [7][3200/3757] lr: 2.8098e-02 eta: 3 days, 10:23:52 time: 0.3151 data_time: 0.0175 memory: 9201 grad_norm: 2.3190 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2472 loss: 4.2472 2022/08/13 09:46:52 - mmengine - INFO - Epoch(train) [7][3300/3757] lr: 2.8169e-02 eta: 3 days, 10:24:30 time: 0.3147 data_time: 0.0163 memory: 9201 grad_norm: 2.3189 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.2450 loss: 4.2450 2022/08/13 09:47:24 - mmengine - INFO - Epoch(train) [7][3400/3757] lr: 2.8239e-02 eta: 3 days, 10:23:53 time: 0.3128 data_time: 0.0154 memory: 9201 grad_norm: 2.2923 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.2771 loss: 4.2771 2022/08/13 09:47:42 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 09:47:55 - mmengine - INFO - Epoch(train) [7][3500/3757] lr: 2.8309e-02 eta: 3 days, 10:23:13 time: 0.3133 data_time: 0.0174 memory: 9201 grad_norm: 2.3184 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.3736 loss: 4.3736 2022/08/13 09:48:27 - mmengine - INFO - Epoch(train) [7][3600/3757] lr: 2.8380e-02 eta: 3 days, 10:22:35 time: 0.3142 data_time: 0.0167 memory: 9201 grad_norm: 2.2543 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.4508 loss: 4.4508 2022/08/13 09:48:58 - mmengine - INFO - Epoch(train) [7][3700/3757] lr: 2.8450e-02 eta: 3 days, 10:21:57 time: 0.3181 data_time: 0.0175 memory: 9201 grad_norm: 2.3336 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.1707 loss: 4.1707 2022/08/13 09:49:16 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 09:49:16 - mmengine - INFO - Epoch(train) [7][3757/3757] lr: 2.8490e-02 eta: 3 days, 10:21:42 time: 0.2974 data_time: 0.0147 memory: 9201 grad_norm: 2.2365 top1_acc: 0.2857 top5_acc: 0.4286 loss_cls: 4.1176 loss: 4.1176 2022/08/13 09:49:50 - mmengine - INFO - Epoch(train) [8][100/3757] lr: 2.8547e-02 eta: 3 days, 10:19:12 time: 0.3196 data_time: 0.0168 memory: 9201 grad_norm: 2.2791 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.3718 loss: 4.3718 2022/08/13 09:50:21 - mmengine - INFO - Epoch(train) [8][200/3757] lr: 2.8617e-02 eta: 3 days, 10:18:32 time: 0.3160 data_time: 0.0162 memory: 9201 grad_norm: 2.3069 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.1506 loss: 4.1506 2022/08/13 09:50:53 - mmengine - INFO - Epoch(train) [8][300/3757] lr: 2.8687e-02 eta: 3 days, 10:17:53 time: 0.3135 data_time: 0.0161 memory: 9201 grad_norm: 2.2611 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.1293 loss: 4.1293 2022/08/13 09:51:24 - mmengine - INFO - Epoch(train) [8][400/3757] lr: 2.8758e-02 eta: 3 days, 10:17:12 time: 0.3138 data_time: 0.0154 memory: 9201 grad_norm: 2.3019 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.1907 loss: 4.1907 2022/08/13 09:51:56 - mmengine - INFO - Epoch(train) [8][500/3757] lr: 2.8828e-02 eta: 3 days, 10:16:37 time: 0.3130 data_time: 0.0157 memory: 9201 grad_norm: 2.2735 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.1483 loss: 4.1483 2022/08/13 09:52:28 - mmengine - INFO - Epoch(train) [8][600/3757] lr: 2.8898e-02 eta: 3 days, 10:16:11 time: 0.3129 data_time: 0.0162 memory: 9201 grad_norm: 2.2892 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.2534 loss: 4.2534 2022/08/13 09:52:59 - mmengine - INFO - Epoch(train) [8][700/3757] lr: 2.8969e-02 eta: 3 days, 10:15:33 time: 0.3158 data_time: 0.0168 memory: 9201 grad_norm: 2.3609 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0771 loss: 4.0771 2022/08/13 09:53:00 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 09:53:31 - mmengine - INFO - Epoch(train) [8][800/3757] lr: 2.9039e-02 eta: 3 days, 10:14:53 time: 0.3142 data_time: 0.0166 memory: 9201 grad_norm: 2.3002 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.0864 loss: 4.0864 2022/08/13 09:54:02 - mmengine - INFO - Epoch(train) [8][900/3757] lr: 2.9109e-02 eta: 3 days, 10:14:16 time: 0.3152 data_time: 0.0177 memory: 9201 grad_norm: 2.2922 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.3416 loss: 4.3416 2022/08/13 09:54:34 - mmengine - INFO - Epoch(train) [8][1000/3757] lr: 2.9180e-02 eta: 3 days, 10:13:38 time: 0.3139 data_time: 0.0163 memory: 9201 grad_norm: 2.2367 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 4.2303 loss: 4.2303 2022/08/13 09:55:05 - mmengine - INFO - Epoch(train) [8][1100/3757] lr: 2.9250e-02 eta: 3 days, 10:13:01 time: 0.3132 data_time: 0.0161 memory: 9201 grad_norm: 2.3970 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.0832 loss: 4.0832 2022/08/13 09:55:37 - mmengine - INFO - Epoch(train) [8][1200/3757] lr: 2.9320e-02 eta: 3 days, 10:12:28 time: 0.3140 data_time: 0.0165 memory: 9201 grad_norm: 2.3565 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.1465 loss: 4.1465 2022/08/13 09:56:09 - mmengine - INFO - Epoch(train) [8][1300/3757] lr: 2.9391e-02 eta: 3 days, 10:11:53 time: 0.3177 data_time: 0.0185 memory: 9201 grad_norm: 2.3235 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2843 loss: 4.2843 2022/08/13 09:56:40 - mmengine - INFO - Epoch(train) [8][1400/3757] lr: 2.9461e-02 eta: 3 days, 10:11:13 time: 0.3130 data_time: 0.0159 memory: 9201 grad_norm: 2.3003 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3802 loss: 4.3802 2022/08/13 09:57:12 - mmengine - INFO - Epoch(train) [8][1500/3757] lr: 2.9531e-02 eta: 3 days, 10:10:35 time: 0.3162 data_time: 0.0173 memory: 9201 grad_norm: 2.3267 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.0193 loss: 4.0193 2022/08/13 09:57:43 - mmengine - INFO - Epoch(train) [8][1600/3757] lr: 2.9601e-02 eta: 3 days, 10:09:54 time: 0.3140 data_time: 0.0157 memory: 9201 grad_norm: 2.3067 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.2181 loss: 4.2181 2022/08/13 09:58:14 - mmengine - INFO - Epoch(train) [8][1700/3757] lr: 2.9672e-02 eta: 3 days, 10:09:17 time: 0.3131 data_time: 0.0156 memory: 9201 grad_norm: 2.2724 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.0036 loss: 4.0036 2022/08/13 09:58:15 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 09:58:46 - mmengine - INFO - Epoch(train) [8][1800/3757] lr: 2.9742e-02 eta: 3 days, 10:08:41 time: 0.3145 data_time: 0.0169 memory: 9201 grad_norm: 2.3286 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.1113 loss: 4.1113 2022/08/13 09:59:18 - mmengine - INFO - Epoch(train) [8][1900/3757] lr: 2.9812e-02 eta: 3 days, 10:08:03 time: 0.3121 data_time: 0.0163 memory: 9201 grad_norm: 2.3480 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4106 loss: 4.4106 2022/08/13 09:59:49 - mmengine - INFO - Epoch(train) [8][2000/3757] lr: 2.9883e-02 eta: 3 days, 10:07:29 time: 0.3145 data_time: 0.0171 memory: 9201 grad_norm: 2.3221 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.2720 loss: 4.2720 2022/08/13 10:00:21 - mmengine - INFO - Epoch(train) [8][2100/3757] lr: 2.9953e-02 eta: 3 days, 10:06:51 time: 0.3147 data_time: 0.0171 memory: 9201 grad_norm: 2.3135 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.1377 loss: 4.1377 2022/08/13 10:00:52 - mmengine - INFO - Epoch(train) [8][2200/3757] lr: 3.0023e-02 eta: 3 days, 10:06:12 time: 0.3149 data_time: 0.0172 memory: 9201 grad_norm: 2.3199 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.3343 loss: 4.3343 2022/08/13 10:01:24 - mmengine - INFO - Epoch(train) [8][2300/3757] lr: 3.0094e-02 eta: 3 days, 10:05:32 time: 0.3160 data_time: 0.0176 memory: 9201 grad_norm: 2.3272 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.1507 loss: 4.1507 2022/08/13 10:01:55 - mmengine - INFO - Epoch(train) [8][2400/3757] lr: 3.0164e-02 eta: 3 days, 10:04:51 time: 0.3121 data_time: 0.0162 memory: 9201 grad_norm: 2.3121 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.3378 loss: 4.3378 2022/08/13 10:02:26 - mmengine - INFO - Epoch(train) [8][2500/3757] lr: 3.0234e-02 eta: 3 days, 10:04:10 time: 0.3134 data_time: 0.0163 memory: 9201 grad_norm: 2.3010 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.6016 loss: 4.6016 2022/08/13 10:02:58 - mmengine - INFO - Epoch(train) [8][2600/3757] lr: 3.0305e-02 eta: 3 days, 10:03:38 time: 0.3124 data_time: 0.0179 memory: 9201 grad_norm: 2.2792 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.2412 loss: 4.2412 2022/08/13 10:03:30 - mmengine - INFO - Epoch(train) [8][2700/3757] lr: 3.0375e-02 eta: 3 days, 10:03:06 time: 0.3167 data_time: 0.0179 memory: 9201 grad_norm: 2.2775 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 4.1571 loss: 4.1571 2022/08/13 10:03:30 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 10:04:01 - mmengine - INFO - Epoch(train) [8][2800/3757] lr: 3.0445e-02 eta: 3 days, 10:02:31 time: 0.3136 data_time: 0.0160 memory: 9201 grad_norm: 2.2931 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1806 loss: 4.1806 2022/08/13 10:04:33 - mmengine - INFO - Epoch(train) [8][2900/3757] lr: 3.0516e-02 eta: 3 days, 10:01:59 time: 0.3176 data_time: 0.0167 memory: 9201 grad_norm: 2.3181 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8520 loss: 3.8520 2022/08/13 10:05:04 - mmengine - INFO - Epoch(train) [8][3000/3757] lr: 3.0586e-02 eta: 3 days, 10:01:20 time: 0.3137 data_time: 0.0165 memory: 9201 grad_norm: 2.3296 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9853 loss: 3.9853 2022/08/13 10:05:36 - mmengine - INFO - Epoch(train) [8][3100/3757] lr: 3.0656e-02 eta: 3 days, 10:00:45 time: 0.3140 data_time: 0.0155 memory: 9201 grad_norm: 2.4056 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8211 loss: 3.8211 2022/08/13 10:06:07 - mmengine - INFO - Epoch(train) [8][3200/3757] lr: 3.0727e-02 eta: 3 days, 10:00:09 time: 0.3138 data_time: 0.0163 memory: 9201 grad_norm: 2.3290 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9379 loss: 3.9379 2022/08/13 10:06:39 - mmengine - INFO - Epoch(train) [8][3300/3757] lr: 3.0797e-02 eta: 3 days, 9:59:33 time: 0.3123 data_time: 0.0157 memory: 9201 grad_norm: 2.3571 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.9505 loss: 3.9505 2022/08/13 10:07:11 - mmengine - INFO - Epoch(train) [8][3400/3757] lr: 3.0867e-02 eta: 3 days, 9:58:57 time: 0.3165 data_time: 0.0181 memory: 9201 grad_norm: 2.3383 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.2691 loss: 4.2691 2022/08/13 10:07:44 - mmengine - INFO - Epoch(train) [8][3500/3757] lr: 3.0938e-02 eta: 3 days, 9:59:06 time: 0.3150 data_time: 0.0165 memory: 9201 grad_norm: 2.2597 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 4.0060 loss: 4.0060 2022/08/13 10:08:15 - mmengine - INFO - Epoch(train) [8][3600/3757] lr: 3.1008e-02 eta: 3 days, 9:58:30 time: 0.3140 data_time: 0.0165 memory: 9201 grad_norm: 2.3367 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.9494 loss: 3.9494 2022/08/13 10:08:47 - mmengine - INFO - Epoch(train) [8][3700/3757] lr: 3.1078e-02 eta: 3 days, 9:57:54 time: 0.3132 data_time: 0.0158 memory: 9201 grad_norm: 2.3680 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 4.0720 loss: 4.0720 2022/08/13 10:08:47 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 10:09:04 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 10:09:04 - mmengine - INFO - Epoch(train) [8][3757/3757] lr: 3.1118e-02 eta: 3 days, 9:57:41 time: 0.2988 data_time: 0.0141 memory: 9201 grad_norm: 2.3437 top1_acc: 0.1429 top5_acc: 0.2857 loss_cls: 3.9937 loss: 3.9937 2022/08/13 10:09:04 - mmengine - INFO - Saving checkpoint at 8 epochs 2022/08/13 10:09:40 - mmengine - INFO - Epoch(train) [9][100/3757] lr: 3.1171e-02 eta: 3 days, 9:54:40 time: 0.3191 data_time: 0.0156 memory: 9201 grad_norm: 2.3631 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9382 loss: 3.9382 2022/08/13 10:10:11 - mmengine - INFO - Epoch(train) [9][200/3757] lr: 3.1241e-02 eta: 3 days, 9:54:04 time: 0.3144 data_time: 0.0164 memory: 9201 grad_norm: 2.4065 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.2978 loss: 4.2978 2022/08/13 10:10:43 - mmengine - INFO - Epoch(train) [9][300/3757] lr: 3.1312e-02 eta: 3 days, 9:53:29 time: 0.3172 data_time: 0.0172 memory: 9201 grad_norm: 2.3574 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9106 loss: 3.9106 2022/08/13 10:11:14 - mmengine - INFO - Epoch(train) [9][400/3757] lr: 3.1382e-02 eta: 3 days, 9:52:52 time: 0.3141 data_time: 0.0167 memory: 9201 grad_norm: 2.3675 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.2050 loss: 4.2050 2022/08/13 10:11:46 - mmengine - INFO - Epoch(train) [9][500/3757] lr: 3.1452e-02 eta: 3 days, 9:52:17 time: 0.3150 data_time: 0.0166 memory: 9201 grad_norm: 2.4176 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.0804 loss: 4.0804 2022/08/13 10:12:17 - mmengine - INFO - Epoch(train) [9][600/3757] lr: 3.1523e-02 eta: 3 days, 9:51:39 time: 0.3128 data_time: 0.0161 memory: 9201 grad_norm: 2.3915 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9694 loss: 3.9694 2022/08/13 10:12:49 - mmengine - INFO - Epoch(train) [9][700/3757] lr: 3.1593e-02 eta: 3 days, 9:51:03 time: 0.3131 data_time: 0.0167 memory: 9201 grad_norm: 2.3710 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 3.9148 loss: 3.9148 2022/08/13 10:13:20 - mmengine - INFO - Epoch(train) [9][800/3757] lr: 3.1663e-02 eta: 3 days, 9:50:31 time: 0.3183 data_time: 0.0176 memory: 9201 grad_norm: 2.3449 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.9626 loss: 3.9626 2022/08/13 10:13:52 - mmengine - INFO - Epoch(train) [9][900/3757] lr: 3.1733e-02 eta: 3 days, 9:49:53 time: 0.3134 data_time: 0.0167 memory: 9201 grad_norm: 2.3837 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9105 loss: 3.9105 2022/08/13 10:14:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 10:14:23 - mmengine - INFO - Epoch(train) [9][1000/3757] lr: 3.1804e-02 eta: 3 days, 9:49:18 time: 0.3132 data_time: 0.0168 memory: 9201 grad_norm: 2.3338 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.8006 loss: 3.8006 2022/08/13 10:14:55 - mmengine - INFO - Epoch(train) [9][1100/3757] lr: 3.1874e-02 eta: 3 days, 9:48:41 time: 0.3129 data_time: 0.0158 memory: 9201 grad_norm: 2.3967 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.1297 loss: 4.1297 2022/08/13 10:15:27 - mmengine - INFO - Epoch(train) [9][1200/3757] lr: 3.1944e-02 eta: 3 days, 9:48:14 time: 0.3141 data_time: 0.0160 memory: 9201 grad_norm: 2.3634 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9988 loss: 3.9988 2022/08/13 10:15:58 - mmengine - INFO - Epoch(train) [9][1300/3757] lr: 3.2015e-02 eta: 3 days, 9:47:38 time: 0.3132 data_time: 0.0163 memory: 9201 grad_norm: 2.4095 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.1996 loss: 4.1996 2022/08/13 10:16:30 - mmengine - INFO - Epoch(train) [9][1400/3757] lr: 3.2085e-02 eta: 3 days, 9:47:04 time: 0.3150 data_time: 0.0167 memory: 9201 grad_norm: 2.3191 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.3677 loss: 4.3677 2022/08/13 10:17:01 - mmengine - INFO - Epoch(train) [9][1500/3757] lr: 3.2155e-02 eta: 3 days, 9:46:30 time: 0.3171 data_time: 0.0176 memory: 9201 grad_norm: 2.3700 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.2003 loss: 4.2003 2022/08/13 10:17:33 - mmengine - INFO - Epoch(train) [9][1600/3757] lr: 3.2225e-02 eta: 3 days, 9:45:55 time: 0.3177 data_time: 0.0173 memory: 9201 grad_norm: 2.3726 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8185 loss: 3.8185 2022/08/13 10:18:04 - mmengine - INFO - Epoch(train) [9][1700/3757] lr: 3.2296e-02 eta: 3 days, 9:45:19 time: 0.3144 data_time: 0.0168 memory: 9201 grad_norm: 2.3755 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.2174 loss: 4.2174 2022/08/13 10:18:36 - mmengine - INFO - Epoch(train) [9][1800/3757] lr: 3.2366e-02 eta: 3 days, 9:44:46 time: 0.3151 data_time: 0.0173 memory: 9201 grad_norm: 2.3843 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0285 loss: 4.0285 2022/08/13 10:19:07 - mmengine - INFO - Epoch(train) [9][1900/3757] lr: 3.2436e-02 eta: 3 days, 9:44:10 time: 0.3133 data_time: 0.0156 memory: 9201 grad_norm: 2.3316 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.9017 loss: 3.9017 2022/08/13 10:19:22 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 10:19:39 - mmengine - INFO - Epoch(train) [9][2000/3757] lr: 3.2507e-02 eta: 3 days, 9:43:38 time: 0.3134 data_time: 0.0160 memory: 9201 grad_norm: 2.3325 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.8174 loss: 3.8174 2022/08/13 10:20:11 - mmengine - INFO - Epoch(train) [9][2100/3757] lr: 3.2577e-02 eta: 3 days, 9:43:04 time: 0.3142 data_time: 0.0177 memory: 9201 grad_norm: 2.4678 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9628 loss: 3.9628 2022/08/13 10:20:42 - mmengine - INFO - Epoch(train) [9][2200/3757] lr: 3.2647e-02 eta: 3 days, 9:42:27 time: 0.3156 data_time: 0.0178 memory: 9201 grad_norm: 2.3653 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.0154 loss: 4.0154 2022/08/13 10:21:14 - mmengine - INFO - Epoch(train) [9][2300/3757] lr: 3.2717e-02 eta: 3 days, 9:41:49 time: 0.3149 data_time: 0.0178 memory: 9201 grad_norm: 2.3190 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.8370 loss: 3.8370 2022/08/13 10:21:45 - mmengine - INFO - Epoch(train) [9][2400/3757] lr: 3.2788e-02 eta: 3 days, 9:41:13 time: 0.3159 data_time: 0.0169 memory: 9201 grad_norm: 2.3533 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.0022 loss: 4.0022 2022/08/13 10:22:17 - mmengine - INFO - Epoch(train) [9][2500/3757] lr: 3.2858e-02 eta: 3 days, 9:40:37 time: 0.3120 data_time: 0.0158 memory: 9201 grad_norm: 2.3144 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9110 loss: 3.9110 2022/08/13 10:22:48 - mmengine - INFO - Epoch(train) [9][2600/3757] lr: 3.2928e-02 eta: 3 days, 9:39:59 time: 0.3124 data_time: 0.0160 memory: 9201 grad_norm: 2.4277 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.8649 loss: 3.8649 2022/08/13 10:23:20 - mmengine - INFO - Epoch(train) [9][2700/3757] lr: 3.2999e-02 eta: 3 days, 9:39:24 time: 0.3149 data_time: 0.0161 memory: 9201 grad_norm: 2.3583 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.2332 loss: 4.2332 2022/08/13 10:23:51 - mmengine - INFO - Epoch(train) [9][2800/3757] lr: 3.3069e-02 eta: 3 days, 9:38:49 time: 0.3134 data_time: 0.0169 memory: 9201 grad_norm: 2.3652 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.9794 loss: 3.9794 2022/08/13 10:24:23 - mmengine - INFO - Epoch(train) [9][2900/3757] lr: 3.3139e-02 eta: 3 days, 9:38:13 time: 0.3171 data_time: 0.0172 memory: 9201 grad_norm: 2.3658 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1262 loss: 4.1262 2022/08/13 10:24:36 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 10:24:54 - mmengine - INFO - Epoch(train) [9][3000/3757] lr: 3.3210e-02 eta: 3 days, 9:37:37 time: 0.3140 data_time: 0.0166 memory: 9201 grad_norm: 2.4643 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.9666 loss: 3.9666 2022/08/13 10:25:26 - mmengine - INFO - Epoch(train) [9][3100/3757] lr: 3.3280e-02 eta: 3 days, 9:37:05 time: 0.3212 data_time: 0.0166 memory: 9201 grad_norm: 2.4272 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1614 loss: 4.1614 2022/08/13 10:25:57 - mmengine - INFO - Epoch(train) [9][3200/3757] lr: 3.3350e-02 eta: 3 days, 9:36:29 time: 0.3142 data_time: 0.0167 memory: 9201 grad_norm: 2.3331 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.1058 loss: 4.1058 2022/08/13 10:26:29 - mmengine - INFO - Epoch(train) [9][3300/3757] lr: 3.3420e-02 eta: 3 days, 9:35:54 time: 0.3152 data_time: 0.0167 memory: 9201 grad_norm: 2.3958 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9889 loss: 3.9889 2022/08/13 10:27:00 - mmengine - INFO - Epoch(train) [9][3400/3757] lr: 3.3491e-02 eta: 3 days, 9:35:20 time: 0.3182 data_time: 0.0159 memory: 9201 grad_norm: 2.3631 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8603 loss: 3.8603 2022/08/13 10:27:32 - mmengine - INFO - Epoch(train) [9][3500/3757] lr: 3.3561e-02 eta: 3 days, 9:34:46 time: 0.3145 data_time: 0.0168 memory: 9201 grad_norm: 2.4291 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9133 loss: 3.9133 2022/08/13 10:28:04 - mmengine - INFO - Epoch(train) [9][3600/3757] lr: 3.3631e-02 eta: 3 days, 9:34:14 time: 0.3180 data_time: 0.0175 memory: 9201 grad_norm: 2.3694 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8279 loss: 3.8279 2022/08/13 10:28:35 - mmengine - INFO - Epoch(train) [9][3700/3757] lr: 3.3702e-02 eta: 3 days, 9:33:40 time: 0.3191 data_time: 0.0160 memory: 9201 grad_norm: 2.3545 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9632 loss: 3.9632 2022/08/13 10:28:53 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 10:28:53 - mmengine - INFO - Epoch(train) [9][3757/3757] lr: 3.3742e-02 eta: 3 days, 9:33:28 time: 0.2993 data_time: 0.0152 memory: 9201 grad_norm: 2.4170 top1_acc: 0.0000 top5_acc: 0.4286 loss_cls: 3.9365 loss: 3.9365 2022/08/13 10:29:26 - mmengine - INFO - Epoch(train) [10][100/3757] lr: 3.3790e-02 eta: 3 days, 9:31:10 time: 0.3149 data_time: 0.0171 memory: 9201 grad_norm: 2.3566 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.8762 loss: 3.8762 2022/08/13 10:29:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 10:29:58 - mmengine - INFO - Epoch(train) [10][200/3757] lr: 3.3860e-02 eta: 3 days, 9:30:39 time: 0.3146 data_time: 0.0175 memory: 9201 grad_norm: 2.4268 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8910 loss: 3.8910 2022/08/13 10:30:29 - mmengine - INFO - Epoch(train) [10][300/3757] lr: 3.3931e-02 eta: 3 days, 9:30:02 time: 0.3144 data_time: 0.0164 memory: 9201 grad_norm: 2.4004 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8820 loss: 3.8820 2022/08/13 10:31:01 - mmengine - INFO - Epoch(train) [10][400/3757] lr: 3.4001e-02 eta: 3 days, 9:29:27 time: 0.3151 data_time: 0.0180 memory: 9201 grad_norm: 2.4156 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.0203 loss: 4.0203 2022/08/13 10:31:32 - mmengine - INFO - Epoch(train) [10][500/3757] lr: 3.4071e-02 eta: 3 days, 9:28:52 time: 0.3147 data_time: 0.0172 memory: 9201 grad_norm: 2.4367 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 4.0096 loss: 4.0096 2022/08/13 10:32:04 - mmengine - INFO - Epoch(train) [10][600/3757] lr: 3.4141e-02 eta: 3 days, 9:28:15 time: 0.3149 data_time: 0.0174 memory: 9201 grad_norm: 2.3850 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.0924 loss: 4.0924 2022/08/13 10:32:38 - mmengine - INFO - Epoch(train) [10][700/3757] lr: 3.4212e-02 eta: 3 days, 9:28:53 time: 0.3119 data_time: 0.0149 memory: 9201 grad_norm: 2.3476 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.8643 loss: 3.8643 2022/08/13 10:33:10 - mmengine - INFO - Epoch(train) [10][800/3757] lr: 3.4282e-02 eta: 3 days, 9:28:23 time: 0.3136 data_time: 0.0157 memory: 9201 grad_norm: 2.3547 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 4.0904 loss: 4.0904 2022/08/13 10:33:42 - mmengine - INFO - Epoch(train) [10][900/3757] lr: 3.4352e-02 eta: 3 days, 9:27:56 time: 0.3160 data_time: 0.0175 memory: 9201 grad_norm: 2.3325 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.7820 loss: 3.7820 2022/08/13 10:34:13 - mmengine - INFO - Epoch(train) [10][1000/3757] lr: 3.4422e-02 eta: 3 days, 9:27:21 time: 0.3144 data_time: 0.0161 memory: 9201 grad_norm: 2.4390 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.9011 loss: 3.9011 2022/08/13 10:34:46 - mmengine - INFO - Epoch(train) [10][1100/3757] lr: 3.4493e-02 eta: 3 days, 9:27:14 time: 0.3154 data_time: 0.0171 memory: 9201 grad_norm: 2.4080 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.0654 loss: 4.0654 2022/08/13 10:35:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 10:35:17 - mmengine - INFO - Epoch(train) [10][1200/3757] lr: 3.4563e-02 eta: 3 days, 9:26:40 time: 0.3132 data_time: 0.0172 memory: 9201 grad_norm: 2.3999 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0087 loss: 4.0087 2022/08/13 10:35:49 - mmengine - INFO - Epoch(train) [10][1300/3757] lr: 3.4633e-02 eta: 3 days, 9:26:05 time: 0.3140 data_time: 0.0164 memory: 9201 grad_norm: 2.3883 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5868 loss: 3.5868 2022/08/13 10:36:20 - mmengine - INFO - Epoch(train) [10][1400/3757] lr: 3.4703e-02 eta: 3 days, 9:25:34 time: 0.3141 data_time: 0.0167 memory: 9201 grad_norm: 2.4145 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.0473 loss: 4.0473 2022/08/13 10:36:52 - mmengine - INFO - Epoch(train) [10][1500/3757] lr: 3.4774e-02 eta: 3 days, 9:24:58 time: 0.3128 data_time: 0.0170 memory: 9201 grad_norm: 2.4210 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0600 loss: 4.0600 2022/08/13 10:37:23 - mmengine - INFO - Epoch(train) [10][1600/3757] lr: 3.4844e-02 eta: 3 days, 9:24:23 time: 0.3136 data_time: 0.0168 memory: 9201 grad_norm: 2.4211 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.7107 loss: 3.7107 2022/08/13 10:37:55 - mmengine - INFO - Epoch(train) [10][1700/3757] lr: 3.4914e-02 eta: 3 days, 9:23:46 time: 0.3140 data_time: 0.0166 memory: 9201 grad_norm: 2.3891 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.9805 loss: 3.9805 2022/08/13 10:38:27 - mmengine - INFO - Epoch(train) [10][1800/3757] lr: 3.4984e-02 eta: 3 days, 9:23:14 time: 0.3180 data_time: 0.0165 memory: 9201 grad_norm: 2.4575 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7785 loss: 3.7785 2022/08/13 10:38:58 - mmengine - INFO - Epoch(train) [10][1900/3757] lr: 3.5055e-02 eta: 3 days, 9:22:40 time: 0.3137 data_time: 0.0163 memory: 9201 grad_norm: 2.4356 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.7279 loss: 3.7279 2022/08/13 10:39:30 - mmengine - INFO - Epoch(train) [10][2000/3757] lr: 3.5125e-02 eta: 3 days, 9:22:13 time: 0.3132 data_time: 0.0159 memory: 9201 grad_norm: 2.4485 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.0372 loss: 4.0372 2022/08/13 10:40:01 - mmengine - INFO - Epoch(train) [10][2100/3757] lr: 3.5195e-02 eta: 3 days, 9:21:37 time: 0.3131 data_time: 0.0167 memory: 9201 grad_norm: 2.4285 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.8294 loss: 3.8294 2022/08/13 10:40:29 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 10:40:33 - mmengine - INFO - Epoch(train) [10][2200/3757] lr: 3.5265e-02 eta: 3 days, 9:21:03 time: 0.3143 data_time: 0.0166 memory: 9201 grad_norm: 2.4526 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8148 loss: 3.8148 2022/08/13 10:41:04 - mmengine - INFO - Epoch(train) [10][2300/3757] lr: 3.5336e-02 eta: 3 days, 9:20:27 time: 0.3153 data_time: 0.0174 memory: 9201 grad_norm: 2.4550 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.8922 loss: 3.8922 2022/08/13 10:41:36 - mmengine - INFO - Epoch(train) [10][2400/3757] lr: 3.5406e-02 eta: 3 days, 9:19:52 time: 0.3135 data_time: 0.0169 memory: 9201 grad_norm: 2.4089 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0064 loss: 4.0064 2022/08/13 10:42:08 - mmengine - INFO - Epoch(train) [10][2500/3757] lr: 3.5476e-02 eta: 3 days, 9:19:20 time: 0.3199 data_time: 0.0223 memory: 9201 grad_norm: 2.4544 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.8493 loss: 3.8493 2022/08/13 10:42:39 - mmengine - INFO - Epoch(train) [10][2600/3757] lr: 3.5546e-02 eta: 3 days, 9:18:47 time: 0.3146 data_time: 0.0169 memory: 9201 grad_norm: 2.4176 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.8667 loss: 3.8667 2022/08/13 10:43:11 - mmengine - INFO - Epoch(train) [10][2700/3757] lr: 3.5617e-02 eta: 3 days, 9:18:12 time: 0.3137 data_time: 0.0164 memory: 9201 grad_norm: 2.4125 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.8735 loss: 3.8735 2022/08/13 10:43:42 - mmengine - INFO - Epoch(train) [10][2800/3757] lr: 3.5687e-02 eta: 3 days, 9:17:39 time: 0.3159 data_time: 0.0168 memory: 9201 grad_norm: 2.4415 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9585 loss: 3.9585 2022/08/13 10:44:14 - mmengine - INFO - Epoch(train) [10][2900/3757] lr: 3.5757e-02 eta: 3 days, 9:17:02 time: 0.3139 data_time: 0.0173 memory: 9201 grad_norm: 2.3811 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.7830 loss: 3.7830 2022/08/13 10:44:45 - mmengine - INFO - Epoch(train) [10][3000/3757] lr: 3.5827e-02 eta: 3 days, 9:16:27 time: 0.3151 data_time: 0.0162 memory: 9201 grad_norm: 2.4585 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.0234 loss: 4.0234 2022/08/13 10:45:17 - mmengine - INFO - Epoch(train) [10][3100/3757] lr: 3.5897e-02 eta: 3 days, 9:15:53 time: 0.3149 data_time: 0.0176 memory: 9201 grad_norm: 2.3895 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.0049 loss: 4.0049 2022/08/13 10:45:44 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 10:45:48 - mmengine - INFO - Epoch(train) [10][3200/3757] lr: 3.5968e-02 eta: 3 days, 9:15:16 time: 0.3140 data_time: 0.0158 memory: 9201 grad_norm: 2.4224 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0257 loss: 4.0257 2022/08/13 10:46:20 - mmengine - INFO - Epoch(train) [10][3300/3757] lr: 3.6038e-02 eta: 3 days, 9:14:41 time: 0.3137 data_time: 0.0171 memory: 9201 grad_norm: 2.3969 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6141 loss: 3.6141 2022/08/13 10:46:51 - mmengine - INFO - Epoch(train) [10][3400/3757] lr: 3.6108e-02 eta: 3 days, 9:14:06 time: 0.3138 data_time: 0.0162 memory: 9201 grad_norm: 2.4881 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6529 loss: 3.6529 2022/08/13 10:47:23 - mmengine - INFO - Epoch(train) [10][3500/3757] lr: 3.6178e-02 eta: 3 days, 9:13:31 time: 0.3140 data_time: 0.0161 memory: 9201 grad_norm: 2.4849 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9842 loss: 3.9842 2022/08/13 10:47:54 - mmengine - INFO - Epoch(train) [10][3600/3757] lr: 3.6249e-02 eta: 3 days, 9:12:56 time: 0.3145 data_time: 0.0184 memory: 9201 grad_norm: 2.3617 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.6606 loss: 3.6606 2022/08/13 10:48:26 - mmengine - INFO - Epoch(train) [10][3700/3757] lr: 3.6319e-02 eta: 3 days, 9:12:20 time: 0.3147 data_time: 0.0164 memory: 9201 grad_norm: 2.4551 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.7844 loss: 3.7844 2022/08/13 10:48:43 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 10:48:43 - mmengine - INFO - Epoch(train) [10][3757/3757] lr: 3.6359e-02 eta: 3 days, 9:12:07 time: 0.2976 data_time: 0.0144 memory: 9201 grad_norm: 2.4042 top1_acc: 0.2857 top5_acc: 0.7143 loss_cls: 3.6687 loss: 3.6687 2022/08/13 10:49:06 - mmengine - INFO - Epoch(val) [10][100/310] eta: 0:00:48 time: 0.2321 data_time: 0.1208 memory: 1522 2022/08/13 10:49:27 - mmengine - INFO - Epoch(val) [10][200/310] eta: 0:00:19 time: 0.1761 data_time: 0.0666 memory: 1522 2022/08/13 10:49:49 - mmengine - INFO - Epoch(val) [10][300/310] eta: 0:00:02 time: 0.2264 data_time: 0.1180 memory: 1522 2022/08/13 10:49:53 - mmengine - INFO - Epoch(val) [10][310/310] acc/top1: 0.2384 acc/top5: 0.4927 acc/mean1: 0.2381 2022/08/13 10:49:53 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb/best_acc/top1_epoch_6.pth is removed 2022/08/13 10:49:54 - mmengine - INFO - The best checkpoint with 0.2384 acc/top1 at 11 epoch is saved to best_acc/top1_epoch_11.pth. 2022/08/13 10:50:27 - mmengine - INFO - Epoch(train) [11][100/3757] lr: 3.6403e-02 eta: 3 days, 9:09:56 time: 0.3139 data_time: 0.0163 memory: 9201 grad_norm: 2.4140 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.8302 loss: 3.8302 2022/08/13 10:50:59 - mmengine - INFO - Epoch(train) [11][200/3757] lr: 3.6473e-02 eta: 3 days, 9:09:20 time: 0.3124 data_time: 0.0162 memory: 9201 grad_norm: 2.3806 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.8053 loss: 3.8053 2022/08/13 10:51:30 - mmengine - INFO - Epoch(train) [11][300/3757] lr: 3.6544e-02 eta: 3 days, 9:08:45 time: 0.3128 data_time: 0.0160 memory: 9201 grad_norm: 2.4664 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.8858 loss: 3.8858 2022/08/13 10:52:02 - mmengine - INFO - Epoch(train) [11][400/3757] lr: 3.6614e-02 eta: 3 days, 9:08:11 time: 0.3124 data_time: 0.0156 memory: 9201 grad_norm: 2.5398 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.6151 loss: 3.6151 2022/08/13 10:52:12 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 10:52:34 - mmengine - INFO - Epoch(train) [11][500/3757] lr: 3.6684e-02 eta: 3 days, 9:07:39 time: 0.3142 data_time: 0.0163 memory: 9201 grad_norm: 2.5170 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.7876 loss: 3.7876 2022/08/13 10:53:05 - mmengine - INFO - Epoch(train) [11][600/3757] lr: 3.6754e-02 eta: 3 days, 9:07:05 time: 0.3155 data_time: 0.0166 memory: 9201 grad_norm: 2.3452 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9297 loss: 3.9297 2022/08/13 10:53:37 - mmengine - INFO - Epoch(train) [11][700/3757] lr: 3.6824e-02 eta: 3 days, 9:06:31 time: 0.3150 data_time: 0.0177 memory: 9201 grad_norm: 2.4497 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.9249 loss: 3.9249 2022/08/13 10:54:08 - mmengine - INFO - Epoch(train) [11][800/3757] lr: 3.6894e-02 eta: 3 days, 9:05:56 time: 0.3144 data_time: 0.0167 memory: 9201 grad_norm: 2.5075 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.7180 loss: 3.7180 2022/08/13 10:54:40 - mmengine - INFO - Epoch(train) [11][900/3757] lr: 3.6965e-02 eta: 3 days, 9:05:23 time: 0.3160 data_time: 0.0163 memory: 9201 grad_norm: 2.4795 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.9247 loss: 3.9247 2022/08/13 10:55:11 - mmengine - INFO - Epoch(train) [11][1000/3757] lr: 3.7035e-02 eta: 3 days, 9:04:48 time: 0.3127 data_time: 0.0168 memory: 9201 grad_norm: 2.4712 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 3.9442 loss: 3.9442 2022/08/13 10:55:43 - mmengine - INFO - Epoch(train) [11][1100/3757] lr: 3.7105e-02 eta: 3 days, 9:04:14 time: 0.3146 data_time: 0.0160 memory: 9201 grad_norm: 2.4248 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.0217 loss: 4.0217 2022/08/13 10:56:14 - mmengine - INFO - Epoch(train) [11][1200/3757] lr: 3.7175e-02 eta: 3 days, 9:03:41 time: 0.3159 data_time: 0.0183 memory: 9201 grad_norm: 2.5389 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.8861 loss: 3.8861 2022/08/13 10:56:46 - mmengine - INFO - Epoch(train) [11][1300/3757] lr: 3.7245e-02 eta: 3 days, 9:03:06 time: 0.3135 data_time: 0.0155 memory: 9201 grad_norm: 2.5087 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8299 loss: 3.8299 2022/08/13 10:57:18 - mmengine - INFO - Epoch(train) [11][1400/3757] lr: 3.7316e-02 eta: 3 days, 9:02:40 time: 0.3309 data_time: 0.0165 memory: 9201 grad_norm: 2.4935 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.7644 loss: 3.7644 2022/08/13 10:57:27 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 10:57:49 - mmengine - INFO - Epoch(train) [11][1500/3757] lr: 3.7386e-02 eta: 3 days, 9:02:04 time: 0.3137 data_time: 0.0162 memory: 9201 grad_norm: 2.5191 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.9506 loss: 3.9506 2022/08/13 10:58:21 - mmengine - INFO - Epoch(train) [11][1600/3757] lr: 3.7456e-02 eta: 3 days, 9:01:29 time: 0.3140 data_time: 0.0164 memory: 9201 grad_norm: 2.4412 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.8788 loss: 3.8788 2022/08/13 10:58:52 - mmengine - INFO - Epoch(train) [11][1700/3757] lr: 3.7526e-02 eta: 3 days, 9:00:55 time: 0.3132 data_time: 0.0160 memory: 9201 grad_norm: 2.3733 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.7348 loss: 3.7348 2022/08/13 10:59:24 - mmengine - INFO - Epoch(train) [11][1800/3757] lr: 3.7596e-02 eta: 3 days, 9:00:23 time: 0.3140 data_time: 0.0172 memory: 9201 grad_norm: 2.4113 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.6295 loss: 3.6295 2022/08/13 10:59:55 - mmengine - INFO - Epoch(train) [11][1900/3757] lr: 3.7667e-02 eta: 3 days, 8:59:50 time: 0.3163 data_time: 0.0164 memory: 9201 grad_norm: 2.4966 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.9888 loss: 3.9888 2022/08/13 11:00:27 - mmengine - INFO - Epoch(train) [11][2000/3757] lr: 3.7737e-02 eta: 3 days, 8:59:16 time: 0.3166 data_time: 0.0164 memory: 9201 grad_norm: 2.4936 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7173 loss: 3.7173 2022/08/13 11:00:59 - mmengine - INFO - Epoch(train) [11][2100/3757] lr: 3.7807e-02 eta: 3 days, 8:59:06 time: 0.3648 data_time: 0.0161 memory: 9201 grad_norm: 2.4206 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.8708 loss: 3.8708 2022/08/13 11:01:31 - mmengine - INFO - Epoch(train) [11][2200/3757] lr: 3.7877e-02 eta: 3 days, 8:58:33 time: 0.3136 data_time: 0.0159 memory: 9201 grad_norm: 2.4736 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.0599 loss: 4.0599 2022/08/13 11:02:03 - mmengine - INFO - Epoch(train) [11][2300/3757] lr: 3.7947e-02 eta: 3 days, 8:58:00 time: 0.3137 data_time: 0.0169 memory: 9201 grad_norm: 2.4352 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9420 loss: 3.9420 2022/08/13 11:02:34 - mmengine - INFO - Epoch(train) [11][2400/3757] lr: 3.8018e-02 eta: 3 days, 8:57:33 time: 0.3273 data_time: 0.0173 memory: 9201 grad_norm: 2.4935 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6638 loss: 3.6638 2022/08/13 11:02:44 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 11:03:06 - mmengine - INFO - Epoch(train) [11][2500/3757] lr: 3.8088e-02 eta: 3 days, 8:57:01 time: 0.3142 data_time: 0.0167 memory: 9201 grad_norm: 2.4005 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.7398 loss: 3.7398 2022/08/13 11:03:38 - mmengine - INFO - Epoch(train) [11][2600/3757] lr: 3.8158e-02 eta: 3 days, 8:56:28 time: 0.3148 data_time: 0.0171 memory: 9201 grad_norm: 2.4315 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.0563 loss: 4.0563 2022/08/13 11:04:10 - mmengine - INFO - Epoch(train) [11][2700/3757] lr: 3.8228e-02 eta: 3 days, 8:56:05 time: 0.3282 data_time: 0.0167 memory: 9201 grad_norm: 2.4343 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.7538 loss: 3.7538 2022/08/13 11:04:41 - mmengine - INFO - Epoch(train) [11][2800/3757] lr: 3.8298e-02 eta: 3 days, 8:55:31 time: 0.3158 data_time: 0.0179 memory: 9201 grad_norm: 2.4109 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8288 loss: 3.8288 2022/08/13 11:05:13 - mmengine - INFO - Epoch(train) [11][2900/3757] lr: 3.8369e-02 eta: 3 days, 8:55:02 time: 0.3135 data_time: 0.0167 memory: 9201 grad_norm: 2.4385 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7126 loss: 3.7126 2022/08/13 11:05:45 - mmengine - INFO - Epoch(train) [11][3000/3757] lr: 3.8439e-02 eta: 3 days, 8:54:36 time: 0.3276 data_time: 0.0167 memory: 9201 grad_norm: 2.4034 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.9498 loss: 3.9498 2022/08/13 11:06:17 - mmengine - INFO - Epoch(train) [11][3100/3757] lr: 3.8509e-02 eta: 3 days, 8:54:22 time: 0.3144 data_time: 0.0164 memory: 9201 grad_norm: 2.4844 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8484 loss: 3.8484 2022/08/13 11:06:49 - mmengine - INFO - Epoch(train) [11][3200/3757] lr: 3.8579e-02 eta: 3 days, 8:53:48 time: 0.3162 data_time: 0.0176 memory: 9201 grad_norm: 2.4777 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.9954 loss: 3.9954 2022/08/13 11:07:20 - mmengine - INFO - Epoch(train) [11][3300/3757] lr: 3.8649e-02 eta: 3 days, 8:53:13 time: 0.3141 data_time: 0.0165 memory: 9201 grad_norm: 2.4453 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.7052 loss: 3.7052 2022/08/13 11:07:52 - mmengine - INFO - Epoch(train) [11][3400/3757] lr: 3.8719e-02 eta: 3 days, 8:52:39 time: 0.3128 data_time: 0.0163 memory: 9201 grad_norm: 2.4132 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6687 loss: 3.6687 2022/08/13 11:08:01 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 11:08:23 - mmengine - INFO - Epoch(train) [11][3500/3757] lr: 3.8790e-02 eta: 3 days, 8:52:08 time: 0.3154 data_time: 0.0181 memory: 9201 grad_norm: 2.3988 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.3756 loss: 3.3756 2022/08/13 11:08:55 - mmengine - INFO - Epoch(train) [11][3600/3757] lr: 3.8860e-02 eta: 3 days, 8:51:33 time: 0.3150 data_time: 0.0171 memory: 9201 grad_norm: 2.4688 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7361 loss: 3.7361 2022/08/13 11:09:27 - mmengine - INFO - Epoch(train) [11][3700/3757] lr: 3.8930e-02 eta: 3 days, 8:51:01 time: 0.3187 data_time: 0.0154 memory: 9201 grad_norm: 2.4478 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.7959 loss: 3.7959 2022/08/13 11:09:44 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 11:09:44 - mmengine - INFO - Epoch(train) [11][3757/3757] lr: 3.8970e-02 eta: 3 days, 8:50:53 time: 0.2983 data_time: 0.0175 memory: 9201 grad_norm: 2.4098 top1_acc: 0.2857 top5_acc: 0.4286 loss_cls: 3.8748 loss: 3.8748 2022/08/13 11:10:19 - mmengine - INFO - Epoch(train) [12][100/3757] lr: 3.9009e-02 eta: 3 days, 8:49:21 time: 0.3137 data_time: 0.0180 memory: 9201 grad_norm: 2.4480 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7104 loss: 3.7104 2022/08/13 11:10:50 - mmengine - INFO - Epoch(train) [12][200/3757] lr: 3.9080e-02 eta: 3 days, 8:48:46 time: 0.3142 data_time: 0.0177 memory: 9201 grad_norm: 2.4822 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7094 loss: 3.7094 2022/08/13 11:11:22 - mmengine - INFO - Epoch(train) [12][300/3757] lr: 3.9150e-02 eta: 3 days, 8:48:12 time: 0.3147 data_time: 0.0170 memory: 9201 grad_norm: 2.4912 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8814 loss: 3.8814 2022/08/13 11:11:53 - mmengine - INFO - Epoch(train) [12][400/3757] lr: 3.9220e-02 eta: 3 days, 8:47:37 time: 0.3128 data_time: 0.0165 memory: 9201 grad_norm: 2.4513 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.9917 loss: 3.9917 2022/08/13 11:12:25 - mmengine - INFO - Epoch(train) [12][500/3757] lr: 3.9290e-02 eta: 3 days, 8:47:05 time: 0.3161 data_time: 0.0182 memory: 9201 grad_norm: 2.5156 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6830 loss: 3.6830 2022/08/13 11:12:57 - mmengine - INFO - Epoch(train) [12][600/3757] lr: 3.9360e-02 eta: 3 days, 8:46:32 time: 0.3140 data_time: 0.0167 memory: 9201 grad_norm: 2.5292 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8777 loss: 3.8777 2022/08/13 11:13:20 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 11:13:28 - mmengine - INFO - Epoch(train) [12][700/3757] lr: 3.9430e-02 eta: 3 days, 8:46:00 time: 0.3152 data_time: 0.0166 memory: 9201 grad_norm: 2.4754 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8841 loss: 3.8841 2022/08/13 11:14:00 - mmengine - INFO - Epoch(train) [12][800/3757] lr: 3.9500e-02 eta: 3 days, 8:45:25 time: 0.3131 data_time: 0.0156 memory: 9201 grad_norm: 2.4661 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.6144 loss: 3.6144 2022/08/13 11:14:32 - mmengine - INFO - Epoch(train) [12][900/3757] lr: 3.9570e-02 eta: 3 days, 8:45:17 time: 0.3132 data_time: 0.0154 memory: 9201 grad_norm: 2.4830 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8641 loss: 3.8641 2022/08/13 11:15:04 - mmengine - INFO - Epoch(train) [12][1000/3757] lr: 3.9641e-02 eta: 3 days, 8:44:41 time: 0.3148 data_time: 0.0166 memory: 9201 grad_norm: 2.4688 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.6232 loss: 3.6232 2022/08/13 11:15:35 - mmengine - INFO - Epoch(train) [12][1100/3757] lr: 3.9711e-02 eta: 3 days, 8:44:07 time: 0.3147 data_time: 0.0170 memory: 9201 grad_norm: 2.4606 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.1088 loss: 4.1088 2022/08/13 11:16:07 - mmengine - INFO - Epoch(train) [12][1200/3757] lr: 3.9781e-02 eta: 3 days, 8:43:34 time: 0.3154 data_time: 0.0175 memory: 9201 grad_norm: 2.4556 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5413 loss: 3.5413 2022/08/13 11:16:39 - mmengine - INFO - Epoch(train) [12][1300/3757] lr: 3.9851e-02 eta: 3 days, 8:43:05 time: 0.3141 data_time: 0.0160 memory: 9201 grad_norm: 2.5418 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.6402 loss: 3.6402 2022/08/13 11:17:10 - mmengine - INFO - Epoch(train) [12][1400/3757] lr: 3.9921e-02 eta: 3 days, 8:42:32 time: 0.3135 data_time: 0.0165 memory: 9201 grad_norm: 2.4411 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4731 loss: 3.4731 2022/08/13 11:17:42 - mmengine - INFO - Epoch(train) [12][1500/3757] lr: 3.9991e-02 eta: 3 days, 8:42:00 time: 0.3131 data_time: 0.0161 memory: 9201 grad_norm: 2.5157 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.7184 loss: 3.7184 2022/08/13 11:18:13 - mmengine - INFO - Epoch(train) [12][1600/3757] lr: 4.0061e-02 eta: 3 days, 8:41:25 time: 0.3138 data_time: 0.0168 memory: 9201 grad_norm: 2.4782 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6096 loss: 3.6096 2022/08/13 11:18:36 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 11:18:45 - mmengine - INFO - Epoch(train) [12][1700/3757] lr: 4.0132e-02 eta: 3 days, 8:40:49 time: 0.3141 data_time: 0.0155 memory: 9201 grad_norm: 2.4954 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.6900 loss: 3.6900 2022/08/13 11:19:16 - mmengine - INFO - Epoch(train) [12][1800/3757] lr: 4.0202e-02 eta: 3 days, 8:40:14 time: 0.3137 data_time: 0.0160 memory: 9201 grad_norm: 2.4557 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6185 loss: 3.6185 2022/08/13 11:19:48 - mmengine - INFO - Epoch(train) [12][1900/3757] lr: 4.0272e-02 eta: 3 days, 8:39:40 time: 0.3158 data_time: 0.0172 memory: 9201 grad_norm: 2.5073 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.7052 loss: 3.7052 2022/08/13 11:20:19 - mmengine - INFO - Epoch(train) [12][2000/3757] lr: 4.0342e-02 eta: 3 days, 8:39:05 time: 0.3141 data_time: 0.0164 memory: 9201 grad_norm: 2.5353 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.9186 loss: 3.9186 2022/08/13 11:20:51 - mmengine - INFO - Epoch(train) [12][2100/3757] lr: 4.0412e-02 eta: 3 days, 8:38:32 time: 0.3164 data_time: 0.0175 memory: 9201 grad_norm: 2.4487 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5280 loss: 3.5280 2022/08/13 11:21:22 - mmengine - INFO - Epoch(train) [12][2200/3757] lr: 4.0482e-02 eta: 3 days, 8:37:57 time: 0.3130 data_time: 0.0163 memory: 9201 grad_norm: 2.4307 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4656 loss: 3.4656 2022/08/13 11:21:54 - mmengine - INFO - Epoch(train) [12][2300/3757] lr: 4.0552e-02 eta: 3 days, 8:37:25 time: 0.3140 data_time: 0.0166 memory: 9201 grad_norm: 2.4645 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.5679 loss: 3.5679 2022/08/13 11:22:26 - mmengine - INFO - Epoch(train) [12][2400/3757] lr: 4.0623e-02 eta: 3 days, 8:36:53 time: 0.3194 data_time: 0.0178 memory: 9201 grad_norm: 2.4461 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.9726 loss: 3.9726 2022/08/13 11:22:57 - mmengine - INFO - Epoch(train) [12][2500/3757] lr: 4.0693e-02 eta: 3 days, 8:36:21 time: 0.3141 data_time: 0.0170 memory: 9201 grad_norm: 2.4743 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.6665 loss: 3.6665 2022/08/13 11:23:29 - mmengine - INFO - Epoch(train) [12][2600/3757] lr: 4.0763e-02 eta: 3 days, 8:35:55 time: 0.3257 data_time: 0.0176 memory: 9201 grad_norm: 2.4374 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5544 loss: 3.5544 2022/08/13 11:23:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 11:24:01 - mmengine - INFO - Epoch(train) [12][2700/3757] lr: 4.0833e-02 eta: 3 days, 8:35:23 time: 0.3151 data_time: 0.0165 memory: 9201 grad_norm: 2.4878 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.5468 loss: 3.5468 2022/08/13 11:24:32 - mmengine - INFO - Epoch(train) [12][2800/3757] lr: 4.0903e-02 eta: 3 days, 8:34:52 time: 0.3166 data_time: 0.0171 memory: 9201 grad_norm: 2.4987 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.8655 loss: 3.8655 2022/08/13 11:25:04 - mmengine - INFO - Epoch(train) [12][2900/3757] lr: 4.0973e-02 eta: 3 days, 8:34:23 time: 0.3143 data_time: 0.0157 memory: 9201 grad_norm: 2.5257 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5662 loss: 3.5662 2022/08/13 11:25:36 - mmengine - INFO - Epoch(train) [12][3000/3757] lr: 4.1043e-02 eta: 3 days, 8:33:50 time: 0.3129 data_time: 0.0163 memory: 9201 grad_norm: 2.4448 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.6599 loss: 3.6599 2022/08/13 11:26:07 - mmengine - INFO - Epoch(train) [12][3100/3757] lr: 4.1113e-02 eta: 3 days, 8:33:21 time: 0.3184 data_time: 0.0182 memory: 9201 grad_norm: 2.5532 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6851 loss: 3.6851 2022/08/13 11:26:39 - mmengine - INFO - Epoch(train) [12][3200/3757] lr: 4.1184e-02 eta: 3 days, 8:32:50 time: 0.3140 data_time: 0.0163 memory: 9201 grad_norm: 2.5202 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3528 loss: 3.3528 2022/08/13 11:27:11 - mmengine - INFO - Epoch(train) [12][3300/3757] lr: 4.1254e-02 eta: 3 days, 8:32:17 time: 0.3142 data_time: 0.0159 memory: 9201 grad_norm: 2.5122 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.6718 loss: 3.6718 2022/08/13 11:27:42 - mmengine - INFO - Epoch(train) [12][3400/3757] lr: 4.1324e-02 eta: 3 days, 8:31:45 time: 0.3151 data_time: 0.0171 memory: 9201 grad_norm: 2.4741 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.4804 loss: 3.4804 2022/08/13 11:28:14 - mmengine - INFO - Epoch(train) [12][3500/3757] lr: 4.1394e-02 eta: 3 days, 8:31:10 time: 0.3130 data_time: 0.0161 memory: 9201 grad_norm: 2.4709 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5922 loss: 3.5922 2022/08/13 11:28:45 - mmengine - INFO - Epoch(train) [12][3600/3757] lr: 4.1464e-02 eta: 3 days, 8:30:40 time: 0.3154 data_time: 0.0163 memory: 9201 grad_norm: 2.4792 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.6444 loss: 3.6444 2022/08/13 11:29:08 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 11:29:17 - mmengine - INFO - Epoch(train) [12][3700/3757] lr: 4.1534e-02 eta: 3 days, 8:30:06 time: 0.3140 data_time: 0.0175 memory: 9201 grad_norm: 2.4484 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6699 loss: 3.6699 2022/08/13 11:29:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 11:29:35 - mmengine - INFO - Epoch(train) [12][3757/3757] lr: 4.1574e-02 eta: 3 days, 8:29:58 time: 0.2966 data_time: 0.0145 memory: 9201 grad_norm: 2.4503 top1_acc: 0.4286 top5_acc: 0.5714 loss_cls: 3.6579 loss: 3.6579 2022/08/13 11:29:35 - mmengine - INFO - Saving checkpoint at 12 epochs 2022/08/13 11:30:10 - mmengine - INFO - Epoch(train) [13][100/3757] lr: 4.1608e-02 eta: 3 days, 8:27:47 time: 0.3128 data_time: 0.0159 memory: 9201 grad_norm: 2.5460 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7957 loss: 3.7957 2022/08/13 11:30:42 - mmengine - INFO - Epoch(train) [13][200/3757] lr: 4.1678e-02 eta: 3 days, 8:27:13 time: 0.3146 data_time: 0.0174 memory: 9201 grad_norm: 2.4768 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.8673 loss: 3.8673 2022/08/13 11:31:13 - mmengine - INFO - Epoch(train) [13][300/3757] lr: 4.1748e-02 eta: 3 days, 8:26:39 time: 0.3153 data_time: 0.0165 memory: 9201 grad_norm: 2.4570 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.3220 loss: 3.3220 2022/08/13 11:31:45 - mmengine - INFO - Epoch(train) [13][400/3757] lr: 4.1819e-02 eta: 3 days, 8:26:04 time: 0.3131 data_time: 0.0163 memory: 9201 grad_norm: 2.5119 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.3614 loss: 3.3614 2022/08/13 11:32:16 - mmengine - INFO - Epoch(train) [13][500/3757] lr: 4.1889e-02 eta: 3 days, 8:25:30 time: 0.3141 data_time: 0.0161 memory: 9201 grad_norm: 2.5518 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5620 loss: 3.5620 2022/08/13 11:32:48 - mmengine - INFO - Epoch(train) [13][600/3757] lr: 4.1959e-02 eta: 3 days, 8:24:59 time: 0.3172 data_time: 0.0178 memory: 9201 grad_norm: 2.5062 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.6772 loss: 3.6772 2022/08/13 11:33:19 - mmengine - INFO - Epoch(train) [13][700/3757] lr: 4.2029e-02 eta: 3 days, 8:24:27 time: 0.3193 data_time: 0.0174 memory: 9201 grad_norm: 2.4998 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.7284 loss: 3.7284 2022/08/13 11:33:51 - mmengine - INFO - Epoch(train) [13][800/3757] lr: 4.2099e-02 eta: 3 days, 8:23:54 time: 0.3154 data_time: 0.0175 memory: 9201 grad_norm: 2.4670 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3808 loss: 3.3808 2022/08/13 11:34:23 - mmengine - INFO - Epoch(train) [13][900/3757] lr: 4.2169e-02 eta: 3 days, 8:23:23 time: 0.3216 data_time: 0.0165 memory: 9201 grad_norm: 2.4277 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8801 loss: 3.8801 2022/08/13 11:34:28 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 11:34:54 - mmengine - INFO - Epoch(train) [13][1000/3757] lr: 4.2239e-02 eta: 3 days, 8:22:50 time: 0.3140 data_time: 0.0166 memory: 9201 grad_norm: 2.5049 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4859 loss: 3.4859 2022/08/13 11:35:26 - mmengine - INFO - Epoch(train) [13][1100/3757] lr: 4.2309e-02 eta: 3 days, 8:22:20 time: 0.3136 data_time: 0.0162 memory: 9201 grad_norm: 2.5112 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8070 loss: 3.8070 2022/08/13 11:35:57 - mmengine - INFO - Epoch(train) [13][1200/3757] lr: 4.2379e-02 eta: 3 days, 8:21:47 time: 0.3158 data_time: 0.0171 memory: 9201 grad_norm: 2.4473 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.4251 loss: 3.4251 2022/08/13 11:36:29 - mmengine - INFO - Epoch(train) [13][1300/3757] lr: 4.2449e-02 eta: 3 days, 8:21:15 time: 0.3131 data_time: 0.0155 memory: 9201 grad_norm: 2.4656 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5115 loss: 3.5115 2022/08/13 11:37:01 - mmengine - INFO - Epoch(train) [13][1400/3757] lr: 4.2519e-02 eta: 3 days, 8:20:44 time: 0.3196 data_time: 0.0181 memory: 9201 grad_norm: 2.5005 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4519 loss: 3.4519 2022/08/13 11:37:32 - mmengine - INFO - Epoch(train) [13][1500/3757] lr: 4.2589e-02 eta: 3 days, 8:20:09 time: 0.3138 data_time: 0.0165 memory: 9201 grad_norm: 2.5132 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4190 loss: 3.4190 2022/08/13 11:38:04 - mmengine - INFO - Epoch(train) [13][1600/3757] lr: 4.2659e-02 eta: 3 days, 8:19:38 time: 0.3150 data_time: 0.0160 memory: 9201 grad_norm: 2.4528 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.4233 loss: 3.4233 2022/08/13 11:38:35 - mmengine - INFO - Epoch(train) [13][1700/3757] lr: 4.2730e-02 eta: 3 days, 8:19:04 time: 0.3139 data_time: 0.0167 memory: 9201 grad_norm: 2.5297 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 3.7480 loss: 3.7480 2022/08/13 11:39:07 - mmengine - INFO - Epoch(train) [13][1800/3757] lr: 4.2800e-02 eta: 3 days, 8:18:32 time: 0.3150 data_time: 0.0165 memory: 9201 grad_norm: 2.4785 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5961 loss: 3.5961 2022/08/13 11:39:39 - mmengine - INFO - Epoch(train) [13][1900/3757] lr: 4.2870e-02 eta: 3 days, 8:18:01 time: 0.3178 data_time: 0.0193 memory: 9201 grad_norm: 2.5128 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.6545 loss: 3.6545 2022/08/13 11:39:44 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 11:40:10 - mmengine - INFO - Epoch(train) [13][2000/3757] lr: 4.2940e-02 eta: 3 days, 8:17:29 time: 0.3137 data_time: 0.0158 memory: 9201 grad_norm: 2.4976 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.7212 loss: 3.7212 2022/08/13 11:40:42 - mmengine - INFO - Epoch(train) [13][2100/3757] lr: 4.3010e-02 eta: 3 days, 8:16:58 time: 0.3163 data_time: 0.0170 memory: 9201 grad_norm: 2.5633 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.7977 loss: 3.7977 2022/08/13 11:41:15 - mmengine - INFO - Epoch(train) [13][2200/3757] lr: 4.3080e-02 eta: 3 days, 8:16:59 time: 0.3142 data_time: 0.0167 memory: 9201 grad_norm: 2.5479 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.5373 loss: 3.5373 2022/08/13 11:41:47 - mmengine - INFO - Epoch(train) [13][2300/3757] lr: 4.3150e-02 eta: 3 days, 8:16:28 time: 0.3142 data_time: 0.0162 memory: 9201 grad_norm: 2.5053 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.5535 loss: 3.5535 2022/08/13 11:42:18 - mmengine - INFO - Epoch(train) [13][2400/3757] lr: 4.3220e-02 eta: 3 days, 8:15:57 time: 0.3173 data_time: 0.0184 memory: 9201 grad_norm: 2.5009 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7753 loss: 3.7753 2022/08/13 11:42:50 - mmengine - INFO - Epoch(train) [13][2500/3757] lr: 4.3290e-02 eta: 3 days, 8:15:24 time: 0.3151 data_time: 0.0163 memory: 9201 grad_norm: 2.4572 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.4479 loss: 3.4479 2022/08/13 11:43:22 - mmengine - INFO - Epoch(train) [13][2600/3757] lr: 4.3360e-02 eta: 3 days, 8:14:52 time: 0.3180 data_time: 0.0185 memory: 9201 grad_norm: 2.5133 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.4962 loss: 3.4962 2022/08/13 11:43:53 - mmengine - INFO - Epoch(train) [13][2700/3757] lr: 4.3430e-02 eta: 3 days, 8:14:20 time: 0.3155 data_time: 0.0160 memory: 9201 grad_norm: 2.5128 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4804 loss: 3.4804 2022/08/13 11:44:25 - mmengine - INFO - Epoch(train) [13][2800/3757] lr: 4.3500e-02 eta: 3 days, 8:13:45 time: 0.3133 data_time: 0.0166 memory: 9201 grad_norm: 2.5213 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6539 loss: 3.6539 2022/08/13 11:44:56 - mmengine - INFO - Epoch(train) [13][2900/3757] lr: 4.3570e-02 eta: 3 days, 8:13:14 time: 0.3153 data_time: 0.0167 memory: 9201 grad_norm: 2.4528 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4244 loss: 3.4244 2022/08/13 11:45:01 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 11:45:28 - mmengine - INFO - Epoch(train) [13][3000/3757] lr: 4.3641e-02 eta: 3 days, 8:12:42 time: 0.3131 data_time: 0.0147 memory: 9201 grad_norm: 2.4921 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.5787 loss: 3.5787 2022/08/13 11:46:00 - mmengine - INFO - Epoch(train) [13][3100/3757] lr: 4.3711e-02 eta: 3 days, 8:12:12 time: 0.3155 data_time: 0.0180 memory: 9201 grad_norm: 2.4247 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3256 loss: 3.3256 2022/08/13 11:46:34 - mmengine - INFO - Epoch(train) [13][3200/3757] lr: 4.3781e-02 eta: 3 days, 8:12:40 time: 0.3140 data_time: 0.0153 memory: 9201 grad_norm: 2.5038 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6167 loss: 3.6167 2022/08/13 11:47:06 - mmengine - INFO - Epoch(train) [13][3300/3757] lr: 4.3851e-02 eta: 3 days, 8:12:09 time: 0.3141 data_time: 0.0162 memory: 9201 grad_norm: 2.5750 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.6355 loss: 3.6355 2022/08/13 11:47:37 - mmengine - INFO - Epoch(train) [13][3400/3757] lr: 4.3921e-02 eta: 3 days, 8:11:35 time: 0.3130 data_time: 0.0166 memory: 9201 grad_norm: 2.5005 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.6589 loss: 3.6589 2022/08/13 11:48:09 - mmengine - INFO - Epoch(train) [13][3500/3757] lr: 4.3991e-02 eta: 3 days, 8:11:08 time: 0.3152 data_time: 0.0168 memory: 9201 grad_norm: 2.4481 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.5575 loss: 3.5575 2022/08/13 11:48:41 - mmengine - INFO - Epoch(train) [13][3600/3757] lr: 4.4061e-02 eta: 3 days, 8:10:37 time: 0.3155 data_time: 0.0163 memory: 9201 grad_norm: 2.5383 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.7926 loss: 3.7926 2022/08/13 11:49:13 - mmengine - INFO - Epoch(train) [13][3700/3757] lr: 4.4131e-02 eta: 3 days, 8:10:03 time: 0.3137 data_time: 0.0159 memory: 9201 grad_norm: 2.5361 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8306 loss: 3.8306 2022/08/13 11:49:30 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 11:49:30 - mmengine - INFO - Epoch(train) [13][3757/3757] lr: 4.4171e-02 eta: 3 days, 8:09:51 time: 0.2985 data_time: 0.0145 memory: 9201 grad_norm: 2.4934 top1_acc: 0.2857 top5_acc: 0.5714 loss_cls: 3.1357 loss: 3.1357 2022/08/13 11:50:04 - mmengine - INFO - Epoch(train) [14][100/3757] lr: 4.4199e-02 eta: 3 days, 8:08:08 time: 0.3169 data_time: 0.0164 memory: 9201 grad_norm: 2.5456 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.6258 loss: 3.6258 2022/08/13 11:50:22 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 11:50:35 - mmengine - INFO - Epoch(train) [14][200/3757] lr: 4.4269e-02 eta: 3 days, 8:07:33 time: 0.3130 data_time: 0.0165 memory: 9201 grad_norm: 2.5104 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4700 loss: 3.4700 2022/08/13 11:51:07 - mmengine - INFO - Epoch(train) [14][300/3757] lr: 4.4339e-02 eta: 3 days, 8:07:02 time: 0.3150 data_time: 0.0163 memory: 9201 grad_norm: 2.5044 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6648 loss: 3.6648 2022/08/13 11:51:39 - mmengine - INFO - Epoch(train) [14][400/3757] lr: 4.4409e-02 eta: 3 days, 8:06:31 time: 0.3168 data_time: 0.0185 memory: 9201 grad_norm: 2.5617 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4482 loss: 3.4482 2022/08/13 11:52:10 - mmengine - INFO - Epoch(train) [14][500/3757] lr: 4.4479e-02 eta: 3 days, 8:05:58 time: 0.3146 data_time: 0.0152 memory: 9201 grad_norm: 2.5214 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.6624 loss: 3.6624 2022/08/13 11:52:42 - mmengine - INFO - Epoch(train) [14][600/3757] lr: 4.4549e-02 eta: 3 days, 8:05:27 time: 0.3152 data_time: 0.0173 memory: 9201 grad_norm: 2.4644 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5315 loss: 3.5315 2022/08/13 11:53:13 - mmengine - INFO - Epoch(train) [14][700/3757] lr: 4.4619e-02 eta: 3 days, 8:04:54 time: 0.3160 data_time: 0.0177 memory: 9201 grad_norm: 2.5562 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6066 loss: 3.6066 2022/08/13 11:53:45 - mmengine - INFO - Epoch(train) [14][800/3757] lr: 4.4689e-02 eta: 3 days, 8:04:23 time: 0.3134 data_time: 0.0160 memory: 9201 grad_norm: 2.4587 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5222 loss: 3.5222 2022/08/13 11:54:17 - mmengine - INFO - Epoch(train) [14][900/3757] lr: 4.4759e-02 eta: 3 days, 8:03:50 time: 0.3145 data_time: 0.0162 memory: 9201 grad_norm: 2.5548 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.6562 loss: 3.6562 2022/08/13 11:54:48 - mmengine - INFO - Epoch(train) [14][1000/3757] lr: 4.4829e-02 eta: 3 days, 8:03:18 time: 0.3155 data_time: 0.0169 memory: 9201 grad_norm: 2.5075 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2921 loss: 3.2921 2022/08/13 11:55:20 - mmengine - INFO - Epoch(train) [14][1100/3757] lr: 4.4899e-02 eta: 3 days, 8:02:45 time: 0.3146 data_time: 0.0169 memory: 9201 grad_norm: 2.4868 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.8747 loss: 3.8747 2022/08/13 11:55:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 11:55:51 - mmengine - INFO - Epoch(train) [14][1200/3757] lr: 4.4969e-02 eta: 3 days, 8:02:11 time: 0.3147 data_time: 0.0167 memory: 9201 grad_norm: 2.5460 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.4946 loss: 3.4946 2022/08/13 11:56:23 - mmengine - INFO - Epoch(train) [14][1300/3757] lr: 4.5039e-02 eta: 3 days, 8:01:43 time: 0.3236 data_time: 0.0174 memory: 9201 grad_norm: 2.4597 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6579 loss: 3.6579 2022/08/13 11:56:54 - mmengine - INFO - Epoch(train) [14][1400/3757] lr: 4.5109e-02 eta: 3 days, 8:01:10 time: 0.3146 data_time: 0.0165 memory: 9201 grad_norm: 2.5693 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2838 loss: 3.2838 2022/08/13 11:57:26 - mmengine - INFO - Epoch(train) [14][1500/3757] lr: 4.5179e-02 eta: 3 days, 8:00:37 time: 0.3153 data_time: 0.0174 memory: 9201 grad_norm: 2.5089 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.4478 loss: 3.4478 2022/08/13 11:57:58 - mmengine - INFO - Epoch(train) [14][1600/3757] lr: 4.5250e-02 eta: 3 days, 8:00:05 time: 0.3137 data_time: 0.0165 memory: 9201 grad_norm: 2.4733 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3270 loss: 3.3270 2022/08/13 11:58:29 - mmengine - INFO - Epoch(train) [14][1700/3757] lr: 4.5320e-02 eta: 3 days, 7:59:31 time: 0.3138 data_time: 0.0162 memory: 9201 grad_norm: 2.4791 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.8160 loss: 3.8160 2022/08/13 11:59:01 - mmengine - INFO - Epoch(train) [14][1800/3757] lr: 4.5390e-02 eta: 3 days, 7:58:59 time: 0.3141 data_time: 0.0160 memory: 9201 grad_norm: 2.4784 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4275 loss: 3.4275 2022/08/13 11:59:32 - mmengine - INFO - Epoch(train) [14][1900/3757] lr: 4.5460e-02 eta: 3 days, 7:58:29 time: 0.3139 data_time: 0.0160 memory: 9201 grad_norm: 2.4961 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.6913 loss: 3.6913 2022/08/13 12:00:07 - mmengine - INFO - Epoch(train) [14][2000/3757] lr: 4.5530e-02 eta: 3 days, 7:58:47 time: 0.4565 data_time: 0.0218 memory: 9201 grad_norm: 2.5146 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5249 loss: 3.5249 2022/08/13 12:00:38 - mmengine - INFO - Epoch(train) [14][2100/3757] lr: 4.5600e-02 eta: 3 days, 7:58:14 time: 0.3151 data_time: 0.0161 memory: 9201 grad_norm: 2.5114 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6462 loss: 3.6462 2022/08/13 12:00:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 12:01:10 - mmengine - INFO - Epoch(train) [14][2200/3757] lr: 4.5670e-02 eta: 3 days, 7:57:45 time: 0.3136 data_time: 0.0161 memory: 9201 grad_norm: 2.5698 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.2970 loss: 3.2970 2022/08/13 12:01:42 - mmengine - INFO - Epoch(train) [14][2300/3757] lr: 4.5740e-02 eta: 3 days, 7:57:14 time: 0.3174 data_time: 0.0187 memory: 9201 grad_norm: 2.5902 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4498 loss: 3.4498 2022/08/13 12:02:14 - mmengine - INFO - Epoch(train) [14][2400/3757] lr: 4.5810e-02 eta: 3 days, 7:56:43 time: 0.3200 data_time: 0.0163 memory: 9201 grad_norm: 2.4577 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.4254 loss: 3.4254 2022/08/13 12:02:45 - mmengine - INFO - Epoch(train) [14][2500/3757] lr: 4.5880e-02 eta: 3 days, 7:56:13 time: 0.3170 data_time: 0.0171 memory: 9201 grad_norm: 2.4854 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.5398 loss: 3.5398 2022/08/13 12:03:17 - mmengine - INFO - Epoch(train) [14][2600/3757] lr: 4.5950e-02 eta: 3 days, 7:55:44 time: 0.3142 data_time: 0.0170 memory: 9201 grad_norm: 2.4666 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6673 loss: 3.6673 2022/08/13 12:03:49 - mmengine - INFO - Epoch(train) [14][2700/3757] lr: 4.6020e-02 eta: 3 days, 7:55:14 time: 0.3150 data_time: 0.0163 memory: 9201 grad_norm: 2.5592 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.7185 loss: 3.7185 2022/08/13 12:04:20 - mmengine - INFO - Epoch(train) [14][2800/3757] lr: 4.6090e-02 eta: 3 days, 7:54:44 time: 0.3209 data_time: 0.0164 memory: 9201 grad_norm: 2.5035 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5519 loss: 3.5519 2022/08/13 12:04:52 - mmengine - INFO - Epoch(train) [14][2900/3757] lr: 4.6160e-02 eta: 3 days, 7:54:12 time: 0.3156 data_time: 0.0162 memory: 9201 grad_norm: 2.5309 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4680 loss: 3.4680 2022/08/13 12:05:24 - mmengine - INFO - Epoch(train) [14][3000/3757] lr: 4.6230e-02 eta: 3 days, 7:53:41 time: 0.3158 data_time: 0.0160 memory: 9201 grad_norm: 2.5138 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3854 loss: 3.3854 2022/08/13 12:05:55 - mmengine - INFO - Epoch(train) [14][3100/3757] lr: 4.6300e-02 eta: 3 days, 7:53:09 time: 0.3159 data_time: 0.0159 memory: 9201 grad_norm: 2.4991 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3914 loss: 3.3914 2022/08/13 12:06:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 12:06:27 - mmengine - INFO - Epoch(train) [14][3200/3757] lr: 4.6370e-02 eta: 3 days, 7:52:38 time: 0.3137 data_time: 0.0173 memory: 9201 grad_norm: 2.4945 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1626 loss: 3.1626 2022/08/13 12:06:59 - mmengine - INFO - Epoch(train) [14][3300/3757] lr: 4.6440e-02 eta: 3 days, 7:52:05 time: 0.3130 data_time: 0.0168 memory: 9201 grad_norm: 2.5113 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5096 loss: 3.5096 2022/08/13 12:07:30 - mmengine - INFO - Epoch(train) [14][3400/3757] lr: 4.6510e-02 eta: 3 days, 7:51:34 time: 0.3133 data_time: 0.0161 memory: 9201 grad_norm: 2.5564 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.6062 loss: 3.6062 2022/08/13 12:08:02 - mmengine - INFO - Epoch(train) [14][3500/3757] lr: 4.6580e-02 eta: 3 days, 7:51:01 time: 0.3161 data_time: 0.0171 memory: 9201 grad_norm: 2.4307 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.5864 loss: 3.5864 2022/08/13 12:08:33 - mmengine - INFO - Epoch(train) [14][3600/3757] lr: 4.6650e-02 eta: 3 days, 7:50:28 time: 0.3158 data_time: 0.0176 memory: 9201 grad_norm: 2.5091 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.4382 loss: 3.4382 2022/08/13 12:09:05 - mmengine - INFO - Epoch(train) [14][3700/3757] lr: 4.6720e-02 eta: 3 days, 7:49:55 time: 0.3150 data_time: 0.0163 memory: 9201 grad_norm: 2.5274 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1642 loss: 3.1642 2022/08/13 12:09:23 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 12:09:23 - mmengine - INFO - Epoch(train) [14][3757/3757] lr: 4.6760e-02 eta: 3 days, 7:49:44 time: 0.3006 data_time: 0.0150 memory: 9201 grad_norm: 2.4798 top1_acc: 0.1429 top5_acc: 0.5714 loss_cls: 3.5325 loss: 3.5325 2022/08/13 12:09:57 - mmengine - INFO - Epoch(train) [15][100/3757] lr: 4.6782e-02 eta: 3 days, 7:48:17 time: 0.3169 data_time: 0.0177 memory: 9201 grad_norm: 2.5815 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5158 loss: 3.5158 2022/08/13 12:10:28 - mmengine - INFO - Epoch(train) [15][200/3757] lr: 4.6852e-02 eta: 3 days, 7:47:45 time: 0.3146 data_time: 0.0166 memory: 9201 grad_norm: 2.5031 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6429 loss: 3.6429 2022/08/13 12:11:00 - mmengine - INFO - Epoch(train) [15][300/3757] lr: 4.6922e-02 eta: 3 days, 7:47:13 time: 0.3164 data_time: 0.0162 memory: 9201 grad_norm: 2.4503 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3822 loss: 3.3822 2022/08/13 12:11:32 - mmengine - INFO - Epoch(train) [15][400/3757] lr: 4.6992e-02 eta: 3 days, 7:46:43 time: 0.3140 data_time: 0.0172 memory: 9201 grad_norm: 2.4287 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3908 loss: 3.3908 2022/08/13 12:11:32 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 12:12:03 - mmengine - INFO - Epoch(train) [15][500/3757] lr: 4.7062e-02 eta: 3 days, 7:46:12 time: 0.3153 data_time: 0.0182 memory: 9201 grad_norm: 2.4858 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.2941 loss: 3.2941 2022/08/13 12:12:35 - mmengine - INFO - Epoch(train) [15][600/3757] lr: 4.7132e-02 eta: 3 days, 7:45:39 time: 0.3144 data_time: 0.0163 memory: 9201 grad_norm: 2.5499 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.2225 loss: 3.2225 2022/08/13 12:13:07 - mmengine - INFO - Epoch(train) [15][700/3757] lr: 4.7202e-02 eta: 3 days, 7:45:08 time: 0.3176 data_time: 0.0179 memory: 9201 grad_norm: 2.4308 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3015 loss: 3.3015 2022/08/13 12:13:38 - mmengine - INFO - Epoch(train) [15][800/3757] lr: 4.7272e-02 eta: 3 days, 7:44:35 time: 0.3148 data_time: 0.0164 memory: 9201 grad_norm: 2.4955 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.7612 loss: 3.7612 2022/08/13 12:14:10 - mmengine - INFO - Epoch(train) [15][900/3757] lr: 4.7341e-02 eta: 3 days, 7:44:03 time: 0.3145 data_time: 0.0159 memory: 9201 grad_norm: 2.5393 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5425 loss: 3.5425 2022/08/13 12:14:41 - mmengine - INFO - Epoch(train) [15][1000/3757] lr: 4.7411e-02 eta: 3 days, 7:43:33 time: 0.3219 data_time: 0.0168 memory: 9201 grad_norm: 2.5663 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4518 loss: 3.4518 2022/08/13 12:15:13 - mmengine - INFO - Epoch(train) [15][1100/3757] lr: 4.7481e-02 eta: 3 days, 7:43:00 time: 0.3137 data_time: 0.0156 memory: 9201 grad_norm: 2.4862 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4858 loss: 3.4858 2022/08/13 12:15:45 - mmengine - INFO - Epoch(train) [15][1200/3757] lr: 4.7551e-02 eta: 3 days, 7:42:29 time: 0.3166 data_time: 0.0176 memory: 9201 grad_norm: 2.4470 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.3707 loss: 3.3707 2022/08/13 12:16:16 - mmengine - INFO - Epoch(train) [15][1300/3757] lr: 4.7621e-02 eta: 3 days, 7:41:57 time: 0.3170 data_time: 0.0164 memory: 9201 grad_norm: 2.5232 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5409 loss: 3.5409 2022/08/13 12:16:48 - mmengine - INFO - Epoch(train) [15][1400/3757] lr: 4.7691e-02 eta: 3 days, 7:41:25 time: 0.3140 data_time: 0.0165 memory: 9201 grad_norm: 2.5268 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.7566 loss: 3.7566 2022/08/13 12:16:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 12:17:20 - mmengine - INFO - Epoch(train) [15][1500/3757] lr: 4.7761e-02 eta: 3 days, 7:40:55 time: 0.3156 data_time: 0.0168 memory: 9201 grad_norm: 2.5375 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.6714 loss: 3.6714 2022/08/13 12:17:51 - mmengine - INFO - Epoch(train) [15][1600/3757] lr: 4.7831e-02 eta: 3 days, 7:40:22 time: 0.3134 data_time: 0.0159 memory: 9201 grad_norm: 2.5512 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2406 loss: 3.2406 2022/08/13 12:18:23 - mmengine - INFO - Epoch(train) [15][1700/3757] lr: 4.7901e-02 eta: 3 days, 7:39:51 time: 0.3147 data_time: 0.0160 memory: 9201 grad_norm: 2.4328 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1099 loss: 3.1099 2022/08/13 12:18:54 - mmengine - INFO - Epoch(train) [15][1800/3757] lr: 4.7971e-02 eta: 3 days, 7:39:19 time: 0.3154 data_time: 0.0170 memory: 9201 grad_norm: 2.4585 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.4103 loss: 3.4103 2022/08/13 12:19:26 - mmengine - INFO - Epoch(train) [15][1900/3757] lr: 4.8041e-02 eta: 3 days, 7:38:48 time: 0.3162 data_time: 0.0175 memory: 9201 grad_norm: 2.4336 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2154 loss: 3.2154 2022/08/13 12:19:58 - mmengine - INFO - Epoch(train) [15][2000/3757] lr: 4.8111e-02 eta: 3 days, 7:38:19 time: 0.3150 data_time: 0.0167 memory: 9201 grad_norm: 2.4692 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3865 loss: 3.3865 2022/08/13 12:20:29 - mmengine - INFO - Epoch(train) [15][2100/3757] lr: 4.8181e-02 eta: 3 days, 7:37:47 time: 0.3136 data_time: 0.0157 memory: 9201 grad_norm: 2.5137 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3277 loss: 3.3277 2022/08/13 12:21:01 - mmengine - INFO - Epoch(train) [15][2200/3757] lr: 4.8251e-02 eta: 3 days, 7:37:16 time: 0.3141 data_time: 0.0166 memory: 9201 grad_norm: 2.5495 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4118 loss: 3.4118 2022/08/13 12:21:33 - mmengine - INFO - Epoch(train) [15][2300/3757] lr: 4.8321e-02 eta: 3 days, 7:36:44 time: 0.3145 data_time: 0.0169 memory: 9201 grad_norm: 2.4901 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3313 loss: 3.3313 2022/08/13 12:22:05 - mmengine - INFO - Epoch(train) [15][2400/3757] lr: 4.8391e-02 eta: 3 days, 7:36:15 time: 0.3247 data_time: 0.0172 memory: 9201 grad_norm: 2.4503 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1503 loss: 3.1503 2022/08/13 12:22:05 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 12:22:36 - mmengine - INFO - Epoch(train) [15][2500/3757] lr: 4.8460e-02 eta: 3 days, 7:35:45 time: 0.3166 data_time: 0.0169 memory: 9201 grad_norm: 2.5491 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3909 loss: 3.3909 2022/08/13 12:23:08 - mmengine - INFO - Epoch(train) [15][2600/3757] lr: 4.8530e-02 eta: 3 days, 7:35:14 time: 0.3141 data_time: 0.0161 memory: 9201 grad_norm: 2.4755 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5077 loss: 3.5077 2022/08/13 12:23:40 - mmengine - INFO - Epoch(train) [15][2700/3757] lr: 4.8600e-02 eta: 3 days, 7:34:43 time: 0.3155 data_time: 0.0169 memory: 9201 grad_norm: 2.5331 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3668 loss: 3.3668 2022/08/13 12:24:11 - mmengine - INFO - Epoch(train) [15][2800/3757] lr: 4.8670e-02 eta: 3 days, 7:34:13 time: 0.3138 data_time: 0.0156 memory: 9201 grad_norm: 2.4723 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7655 loss: 3.7655 2022/08/13 12:24:43 - mmengine - INFO - Epoch(train) [15][2900/3757] lr: 4.8740e-02 eta: 3 days, 7:33:40 time: 0.3150 data_time: 0.0177 memory: 9201 grad_norm: 2.4320 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5281 loss: 3.5281 2022/08/13 12:25:14 - mmengine - INFO - Epoch(train) [15][3000/3757] lr: 4.8810e-02 eta: 3 days, 7:33:08 time: 0.3151 data_time: 0.0162 memory: 9201 grad_norm: 2.4792 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4292 loss: 3.4292 2022/08/13 12:25:46 - mmengine - INFO - Epoch(train) [15][3100/3757] lr: 4.8880e-02 eta: 3 days, 7:32:36 time: 0.3165 data_time: 0.0174 memory: 9201 grad_norm: 2.5070 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4099 loss: 3.4099 2022/08/13 12:26:18 - mmengine - INFO - Epoch(train) [15][3200/3757] lr: 4.8950e-02 eta: 3 days, 7:32:03 time: 0.3143 data_time: 0.0170 memory: 9201 grad_norm: 2.5188 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1449 loss: 3.1449 2022/08/13 12:26:49 - mmengine - INFO - Epoch(train) [15][3300/3757] lr: 4.9020e-02 eta: 3 days, 7:31:31 time: 0.3149 data_time: 0.0171 memory: 9201 grad_norm: 2.5530 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.7560 loss: 3.7560 2022/08/13 12:27:21 - mmengine - INFO - Epoch(train) [15][3400/3757] lr: 4.9090e-02 eta: 3 days, 7:31:00 time: 0.3150 data_time: 0.0168 memory: 9201 grad_norm: 2.4483 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5004 loss: 3.5004 2022/08/13 12:27:22 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 12:27:53 - mmengine - INFO - Epoch(train) [15][3500/3757] lr: 4.9160e-02 eta: 3 days, 7:30:29 time: 0.3154 data_time: 0.0167 memory: 9201 grad_norm: 2.4838 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.3011 loss: 3.3011 2022/08/13 12:28:24 - mmengine - INFO - Epoch(train) [15][3600/3757] lr: 4.9230e-02 eta: 3 days, 7:29:59 time: 0.3251 data_time: 0.0170 memory: 9201 grad_norm: 2.4727 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.7860 loss: 3.7860 2022/08/13 12:28:56 - mmengine - INFO - Epoch(train) [15][3700/3757] lr: 4.9300e-02 eta: 3 days, 7:29:27 time: 0.3141 data_time: 0.0158 memory: 9201 grad_norm: 2.4538 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5833 loss: 3.5833 2022/08/13 12:29:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 12:29:14 - mmengine - INFO - Epoch(train) [15][3757/3757] lr: 4.9340e-02 eta: 3 days, 7:29:15 time: 0.2994 data_time: 0.0153 memory: 9201 grad_norm: 2.4967 top1_acc: 0.1429 top5_acc: 0.4286 loss_cls: 3.3574 loss: 3.3574 2022/08/13 12:29:36 - mmengine - INFO - Epoch(val) [15][100/310] eta: 0:00:43 time: 0.2076 data_time: 0.0986 memory: 1522 2022/08/13 12:29:57 - mmengine - INFO - Epoch(val) [15][200/310] eta: 0:00:20 time: 0.1890 data_time: 0.0788 memory: 1522 2022/08/13 12:30:18 - mmengine - INFO - Epoch(val) [15][300/310] eta: 0:00:02 time: 0.2113 data_time: 0.1015 memory: 1522 2022/08/13 12:30:22 - mmengine - INFO - Epoch(val) [15][310/310] acc/top1: 0.3019 acc/top5: 0.5789 acc/mean1: 0.3019 2022/08/13 12:30:23 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb/best_acc/top1_epoch_11.pth is removed 2022/08/13 12:30:25 - mmengine - INFO - The best checkpoint with 0.3019 acc/top1 at 16 epoch is saved to best_acc/top1_epoch_16.pth. 2022/08/13 12:30:58 - mmengine - INFO - Epoch(train) [16][100/3757] lr: 4.9355e-02 eta: 3 days, 7:27:35 time: 0.3142 data_time: 0.0162 memory: 9201 grad_norm: 2.5073 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.5454 loss: 3.5454 2022/08/13 12:31:29 - mmengine - INFO - Epoch(train) [16][200/3757] lr: 4.9425e-02 eta: 3 days, 7:27:03 time: 0.3147 data_time: 0.0163 memory: 9201 grad_norm: 2.4734 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3139 loss: 3.3139 2022/08/13 12:32:01 - mmengine - INFO - Epoch(train) [16][300/3757] lr: 4.9495e-02 eta: 3 days, 7:26:30 time: 0.3141 data_time: 0.0170 memory: 9201 grad_norm: 2.5137 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5537 loss: 3.5537 2022/08/13 12:32:32 - mmengine - INFO - Epoch(train) [16][400/3757] lr: 4.9565e-02 eta: 3 days, 7:25:57 time: 0.3141 data_time: 0.0168 memory: 9201 grad_norm: 2.4640 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3425 loss: 3.3425 2022/08/13 12:33:04 - mmengine - INFO - Epoch(train) [16][500/3757] lr: 4.9635e-02 eta: 3 days, 7:25:28 time: 0.3163 data_time: 0.0178 memory: 9201 grad_norm: 2.4785 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2611 loss: 3.2611 2022/08/13 12:33:36 - mmengine - INFO - Epoch(train) [16][600/3757] lr: 4.9705e-02 eta: 3 days, 7:24:57 time: 0.3162 data_time: 0.0178 memory: 9201 grad_norm: 2.5136 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4504 loss: 3.4504 2022/08/13 12:33:50 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 12:34:07 - mmengine - INFO - Epoch(train) [16][700/3757] lr: 4.9775e-02 eta: 3 days, 7:24:25 time: 0.3166 data_time: 0.0172 memory: 9201 grad_norm: 2.4950 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4871 loss: 3.4871 2022/08/13 12:34:39 - mmengine - INFO - Epoch(train) [16][800/3757] lr: 4.9845e-02 eta: 3 days, 7:23:53 time: 0.3138 data_time: 0.0159 memory: 9201 grad_norm: 2.4797 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6281 loss: 3.6281 2022/08/13 12:35:10 - mmengine - INFO - Epoch(train) [16][900/3757] lr: 4.9914e-02 eta: 3 days, 7:23:20 time: 0.3146 data_time: 0.0171 memory: 9201 grad_norm: 2.4959 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2561 loss: 3.2561 2022/08/13 12:35:42 - mmengine - INFO - Epoch(train) [16][1000/3757] lr: 4.9984e-02 eta: 3 days, 7:22:47 time: 0.3146 data_time: 0.0168 memory: 9201 grad_norm: 2.5234 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1714 loss: 3.1714 2022/08/13 12:36:14 - mmengine - INFO - Epoch(train) [16][1100/3757] lr: 5.0054e-02 eta: 3 days, 7:22:15 time: 0.3141 data_time: 0.0165 memory: 9201 grad_norm: 2.5230 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3959 loss: 3.3959 2022/08/13 12:36:45 - mmengine - INFO - Epoch(train) [16][1200/3757] lr: 5.0124e-02 eta: 3 days, 7:21:45 time: 0.3188 data_time: 0.0173 memory: 9201 grad_norm: 2.4898 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.3393 loss: 3.3393 2022/08/13 12:37:17 - mmengine - INFO - Epoch(train) [16][1300/3757] lr: 5.0194e-02 eta: 3 days, 7:21:11 time: 0.3140 data_time: 0.0156 memory: 9201 grad_norm: 2.5204 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3878 loss: 3.3878 2022/08/13 12:37:48 - mmengine - INFO - Epoch(train) [16][1400/3757] lr: 5.0264e-02 eta: 3 days, 7:20:39 time: 0.3156 data_time: 0.0171 memory: 9201 grad_norm: 2.5055 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.4307 loss: 3.4307 2022/08/13 12:38:20 - mmengine - INFO - Epoch(train) [16][1500/3757] lr: 5.0334e-02 eta: 3 days, 7:20:07 time: 0.3137 data_time: 0.0166 memory: 9201 grad_norm: 2.5273 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6607 loss: 3.6607 2022/08/13 12:38:52 - mmengine - INFO - Epoch(train) [16][1600/3757] lr: 5.0403e-02 eta: 3 days, 7:19:36 time: 0.3147 data_time: 0.0167 memory: 9201 grad_norm: 2.5157 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4287 loss: 3.4287 2022/08/13 12:39:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 12:39:23 - mmengine - INFO - Epoch(train) [16][1700/3757] lr: 5.0473e-02 eta: 3 days, 7:19:04 time: 0.3139 data_time: 0.0173 memory: 9201 grad_norm: 2.4680 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.5340 loss: 3.5340 2022/08/13 12:39:55 - mmengine - INFO - Epoch(train) [16][1800/3757] lr: 5.0543e-02 eta: 3 days, 7:18:32 time: 0.3158 data_time: 0.0177 memory: 9201 grad_norm: 2.5315 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4262 loss: 3.4262 2022/08/13 12:40:26 - mmengine - INFO - Epoch(train) [16][1900/3757] lr: 5.0613e-02 eta: 3 days, 7:18:00 time: 0.3179 data_time: 0.0179 memory: 9201 grad_norm: 2.5391 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5648 loss: 3.5648 2022/08/13 12:40:58 - mmengine - INFO - Epoch(train) [16][2000/3757] lr: 5.0683e-02 eta: 3 days, 7:17:28 time: 0.3145 data_time: 0.0162 memory: 9201 grad_norm: 2.5002 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.5619 loss: 3.5619 2022/08/13 12:41:30 - mmengine - INFO - Epoch(train) [16][2100/3757] lr: 5.0753e-02 eta: 3 days, 7:16:56 time: 0.3140 data_time: 0.0158 memory: 9201 grad_norm: 2.4618 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3343 loss: 3.3343 2022/08/13 12:42:01 - mmengine - INFO - Epoch(train) [16][2200/3757] lr: 5.0823e-02 eta: 3 days, 7:16:22 time: 0.3131 data_time: 0.0161 memory: 9201 grad_norm: 2.5446 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3656 loss: 3.3656 2022/08/13 12:42:33 - mmengine - INFO - Epoch(train) [16][2300/3757] lr: 5.0892e-02 eta: 3 days, 7:15:49 time: 0.3122 data_time: 0.0154 memory: 9201 grad_norm: 2.4428 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4155 loss: 3.4155 2022/08/13 12:43:04 - mmengine - INFO - Epoch(train) [16][2400/3757] lr: 5.0962e-02 eta: 3 days, 7:15:17 time: 0.3175 data_time: 0.0180 memory: 9201 grad_norm: 2.4674 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.5133 loss: 3.5133 2022/08/13 12:43:36 - mmengine - INFO - Epoch(train) [16][2500/3757] lr: 5.1032e-02 eta: 3 days, 7:14:44 time: 0.3139 data_time: 0.0164 memory: 9201 grad_norm: 2.5098 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2749 loss: 3.2749 2022/08/13 12:44:07 - mmengine - INFO - Epoch(train) [16][2600/3757] lr: 5.1102e-02 eta: 3 days, 7:14:13 time: 0.3175 data_time: 0.0171 memory: 9201 grad_norm: 2.5500 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.5897 loss: 3.5897 2022/08/13 12:44:22 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 12:44:39 - mmengine - INFO - Epoch(train) [16][2700/3757] lr: 5.1172e-02 eta: 3 days, 7:13:39 time: 0.3137 data_time: 0.0166 memory: 9201 grad_norm: 2.4583 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6323 loss: 3.6323 2022/08/13 12:45:11 - mmengine - INFO - Epoch(train) [16][2800/3757] lr: 5.1242e-02 eta: 3 days, 7:13:09 time: 0.3153 data_time: 0.0172 memory: 9201 grad_norm: 2.4438 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4763 loss: 3.4763 2022/08/13 12:45:42 - mmengine - INFO - Epoch(train) [16][2900/3757] lr: 5.1312e-02 eta: 3 days, 7:12:36 time: 0.3130 data_time: 0.0162 memory: 9201 grad_norm: 2.4667 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4443 loss: 3.4443 2022/08/13 12:46:14 - mmengine - INFO - Epoch(train) [16][3000/3757] lr: 5.1381e-02 eta: 3 days, 7:12:04 time: 0.3141 data_time: 0.0165 memory: 9201 grad_norm: 2.4824 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5800 loss: 3.5800 2022/08/13 12:46:45 - mmengine - INFO - Epoch(train) [16][3100/3757] lr: 5.1451e-02 eta: 3 days, 7:11:31 time: 0.3140 data_time: 0.0160 memory: 9201 grad_norm: 2.4553 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3401 loss: 3.3401 2022/08/13 12:47:17 - mmengine - INFO - Epoch(train) [16][3200/3757] lr: 5.1521e-02 eta: 3 days, 7:11:00 time: 0.3148 data_time: 0.0166 memory: 9201 grad_norm: 2.5109 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3676 loss: 3.3676 2022/08/13 12:47:49 - mmengine - INFO - Epoch(train) [16][3300/3757] lr: 5.1591e-02 eta: 3 days, 7:10:29 time: 0.3194 data_time: 0.0174 memory: 9201 grad_norm: 2.5233 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.4799 loss: 3.4799 2022/08/13 12:48:20 - mmengine - INFO - Epoch(train) [16][3400/3757] lr: 5.1661e-02 eta: 3 days, 7:09:58 time: 0.3130 data_time: 0.0169 memory: 9201 grad_norm: 2.4746 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4173 loss: 3.4173 2022/08/13 12:48:52 - mmengine - INFO - Epoch(train) [16][3500/3757] lr: 5.1731e-02 eta: 3 days, 7:09:29 time: 0.3142 data_time: 0.0164 memory: 9201 grad_norm: 2.4639 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.4495 loss: 3.4495 2022/08/13 12:49:24 - mmengine - INFO - Epoch(train) [16][3600/3757] lr: 5.1801e-02 eta: 3 days, 7:08:57 time: 0.3142 data_time: 0.0160 memory: 9201 grad_norm: 2.4788 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4392 loss: 3.4392 2022/08/13 12:49:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 12:49:55 - mmengine - INFO - Epoch(train) [16][3700/3757] lr: 5.1871e-02 eta: 3 days, 7:08:28 time: 0.3153 data_time: 0.0172 memory: 9201 grad_norm: 2.4777 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1549 loss: 3.1549 2022/08/13 12:50:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 12:50:13 - mmengine - INFO - Epoch(train) [16][3757/3757] lr: 5.1910e-02 eta: 3 days, 7:08:15 time: 0.2974 data_time: 0.0149 memory: 9201 grad_norm: 2.6077 top1_acc: 0.1429 top5_acc: 0.2857 loss_cls: 3.8545 loss: 3.8545 2022/08/13 12:50:13 - mmengine - INFO - Saving checkpoint at 16 epochs 2022/08/13 12:50:49 - mmengine - INFO - Epoch(train) [17][100/3757] lr: 5.1919e-02 eta: 3 days, 7:06:33 time: 0.3144 data_time: 0.0171 memory: 9201 grad_norm: 2.5367 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2994 loss: 3.2994 2022/08/13 12:51:20 - mmengine - INFO - Epoch(train) [17][200/3757] lr: 5.1989e-02 eta: 3 days, 7:06:02 time: 0.3145 data_time: 0.0162 memory: 9201 grad_norm: 2.4485 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5473 loss: 3.5473 2022/08/13 12:51:52 - mmengine - INFO - Epoch(train) [17][300/3757] lr: 5.2059e-02 eta: 3 days, 7:05:30 time: 0.3138 data_time: 0.0165 memory: 9201 grad_norm: 2.4983 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2057 loss: 3.2057 2022/08/13 12:52:24 - mmengine - INFO - Epoch(train) [17][400/3757] lr: 5.2129e-02 eta: 3 days, 7:04:59 time: 0.3138 data_time: 0.0156 memory: 9201 grad_norm: 2.4802 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4548 loss: 3.4548 2022/08/13 12:52:55 - mmengine - INFO - Epoch(train) [17][500/3757] lr: 5.2199e-02 eta: 3 days, 7:04:27 time: 0.3151 data_time: 0.0184 memory: 9201 grad_norm: 2.4501 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.5253 loss: 3.5253 2022/08/13 12:53:27 - mmengine - INFO - Epoch(train) [17][600/3757] lr: 5.2268e-02 eta: 3 days, 7:03:55 time: 0.3143 data_time: 0.0161 memory: 9201 grad_norm: 2.3985 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.3440 loss: 3.3440 2022/08/13 12:53:59 - mmengine - INFO - Epoch(train) [17][700/3757] lr: 5.2338e-02 eta: 3 days, 7:03:26 time: 0.3231 data_time: 0.0166 memory: 9201 grad_norm: 2.5666 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4324 loss: 3.4324 2022/08/13 12:54:30 - mmengine - INFO - Epoch(train) [17][800/3757] lr: 5.2408e-02 eta: 3 days, 7:02:56 time: 0.3153 data_time: 0.0167 memory: 9201 grad_norm: 2.4567 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2197 loss: 3.2197 2022/08/13 12:54:58 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 12:55:02 - mmengine - INFO - Epoch(train) [17][900/3757] lr: 5.2478e-02 eta: 3 days, 7:02:24 time: 0.3152 data_time: 0.0160 memory: 9201 grad_norm: 2.4774 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4356 loss: 3.4356 2022/08/13 12:55:33 - mmengine - INFO - Epoch(train) [17][1000/3757] lr: 5.2547e-02 eta: 3 days, 7:01:52 time: 0.3130 data_time: 0.0160 memory: 9201 grad_norm: 2.4397 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1707 loss: 3.1707 2022/08/13 12:56:05 - mmengine - INFO - Epoch(train) [17][1100/3757] lr: 5.2617e-02 eta: 3 days, 7:01:20 time: 0.3149 data_time: 0.0159 memory: 9201 grad_norm: 2.4808 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.3229 loss: 3.3229 2022/08/13 12:56:37 - mmengine - INFO - Epoch(train) [17][1200/3757] lr: 5.2687e-02 eta: 3 days, 7:00:50 time: 0.3198 data_time: 0.0176 memory: 9201 grad_norm: 2.3940 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3318 loss: 3.3318 2022/08/13 12:57:08 - mmengine - INFO - Epoch(train) [17][1300/3757] lr: 5.2757e-02 eta: 3 days, 7:00:18 time: 0.3147 data_time: 0.0166 memory: 9201 grad_norm: 2.4812 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9579 loss: 3.9579 2022/08/13 12:57:40 - mmengine - INFO - Epoch(train) [17][1400/3757] lr: 5.2827e-02 eta: 3 days, 6:59:48 time: 0.3166 data_time: 0.0175 memory: 9201 grad_norm: 2.5180 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0482 loss: 3.0482 2022/08/13 12:58:12 - mmengine - INFO - Epoch(train) [17][1500/3757] lr: 5.2896e-02 eta: 3 days, 6:59:15 time: 0.3147 data_time: 0.0164 memory: 9201 grad_norm: 2.4943 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.4008 loss: 3.4008 2022/08/13 12:58:43 - mmengine - INFO - Epoch(train) [17][1600/3757] lr: 5.2966e-02 eta: 3 days, 6:58:45 time: 0.3156 data_time: 0.0175 memory: 9201 grad_norm: 2.4212 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2588 loss: 3.2588 2022/08/13 12:59:15 - mmengine - INFO - Epoch(train) [17][1700/3757] lr: 5.3036e-02 eta: 3 days, 6:58:13 time: 0.3148 data_time: 0.0175 memory: 9201 grad_norm: 2.4756 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.0809 loss: 3.0809 2022/08/13 12:59:47 - mmengine - INFO - Epoch(train) [17][1800/3757] lr: 5.3106e-02 eta: 3 days, 6:57:42 time: 0.3150 data_time: 0.0169 memory: 9201 grad_norm: 2.5040 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3487 loss: 3.3487 2022/08/13 13:00:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 13:00:18 - mmengine - INFO - Epoch(train) [17][1900/3757] lr: 5.3175e-02 eta: 3 days, 6:57:11 time: 0.3178 data_time: 0.0177 memory: 9201 grad_norm: 2.4998 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4395 loss: 3.4395 2022/08/13 13:00:50 - mmengine - INFO - Epoch(train) [17][2000/3757] lr: 5.3245e-02 eta: 3 days, 6:56:39 time: 0.3151 data_time: 0.0167 memory: 9201 grad_norm: 2.4858 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1447 loss: 3.1447 2022/08/13 13:01:22 - mmengine - INFO - Epoch(train) [17][2100/3757] lr: 5.3315e-02 eta: 3 days, 6:56:09 time: 0.3163 data_time: 0.0167 memory: 9201 grad_norm: 2.4731 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3096 loss: 3.3096 2022/08/13 13:01:53 - mmengine - INFO - Epoch(train) [17][2200/3757] lr: 5.3385e-02 eta: 3 days, 6:55:37 time: 0.3156 data_time: 0.0178 memory: 9201 grad_norm: 2.4630 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3148 loss: 3.3148 2022/08/13 13:02:25 - mmengine - INFO - Epoch(train) [17][2300/3757] lr: 5.3455e-02 eta: 3 days, 6:55:06 time: 0.3142 data_time: 0.0155 memory: 9201 grad_norm: 2.5473 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 3.4197 loss: 3.4197 2022/08/13 13:02:56 - mmengine - INFO - Epoch(train) [17][2400/3757] lr: 5.3524e-02 eta: 3 days, 6:54:33 time: 0.3165 data_time: 0.0164 memory: 9201 grad_norm: 2.4429 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5606 loss: 3.5606 2022/08/13 13:03:28 - mmengine - INFO - Epoch(train) [17][2500/3757] lr: 5.3594e-02 eta: 3 days, 6:54:00 time: 0.3138 data_time: 0.0163 memory: 9201 grad_norm: 2.4708 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1530 loss: 3.1530 2022/08/13 13:04:00 - mmengine - INFO - Epoch(train) [17][2600/3757] lr: 5.3664e-02 eta: 3 days, 6:53:31 time: 0.3180 data_time: 0.0172 memory: 9201 grad_norm: 2.4753 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5217 loss: 3.5217 2022/08/13 13:04:31 - mmengine - INFO - Epoch(train) [17][2700/3757] lr: 5.3734e-02 eta: 3 days, 6:53:03 time: 0.3208 data_time: 0.0165 memory: 9201 grad_norm: 2.4204 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3669 loss: 3.3669 2022/08/13 13:05:03 - mmengine - INFO - Epoch(train) [17][2800/3757] lr: 5.3803e-02 eta: 3 days, 6:52:32 time: 0.3145 data_time: 0.0167 memory: 9201 grad_norm: 2.4033 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3684 loss: 3.3684 2022/08/13 13:05:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 13:05:35 - mmengine - INFO - Epoch(train) [17][2900/3757] lr: 5.3873e-02 eta: 3 days, 6:52:00 time: 0.3142 data_time: 0.0161 memory: 9201 grad_norm: 2.5079 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.7102 loss: 3.7102 2022/08/13 13:06:06 - mmengine - INFO - Epoch(train) [17][3000/3757] lr: 5.3943e-02 eta: 3 days, 6:51:29 time: 0.3162 data_time: 0.0175 memory: 9201 grad_norm: 2.4994 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4432 loss: 3.4432 2022/08/13 13:06:38 - mmengine - INFO - Epoch(train) [17][3100/3757] lr: 5.4013e-02 eta: 3 days, 6:50:59 time: 0.3180 data_time: 0.0178 memory: 9201 grad_norm: 2.4561 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3487 loss: 3.3487 2022/08/13 13:07:10 - mmengine - INFO - Epoch(train) [17][3200/3757] lr: 5.4083e-02 eta: 3 days, 6:50:29 time: 0.3151 data_time: 0.0167 memory: 9201 grad_norm: 2.4737 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0661 loss: 3.0661 2022/08/13 13:07:42 - mmengine - INFO - Epoch(train) [17][3300/3757] lr: 5.4152e-02 eta: 3 days, 6:50:02 time: 0.3242 data_time: 0.0183 memory: 9201 grad_norm: 2.4906 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2502 loss: 3.2502 2022/08/13 13:08:13 - mmengine - INFO - Epoch(train) [17][3400/3757] lr: 5.4222e-02 eta: 3 days, 6:49:31 time: 0.3158 data_time: 0.0171 memory: 9201 grad_norm: 2.4212 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.5585 loss: 3.5585 2022/08/13 13:08:45 - mmengine - INFO - Epoch(train) [17][3500/3757] lr: 5.4292e-02 eta: 3 days, 6:49:02 time: 0.3144 data_time: 0.0167 memory: 9201 grad_norm: 2.5142 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3125 loss: 3.3125 2022/08/13 13:09:17 - mmengine - INFO - Epoch(train) [17][3600/3757] lr: 5.4362e-02 eta: 3 days, 6:48:30 time: 0.3174 data_time: 0.0193 memory: 9201 grad_norm: 2.5077 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4195 loss: 3.4195 2022/08/13 13:09:49 - mmengine - INFO - Epoch(train) [17][3700/3757] lr: 5.4431e-02 eta: 3 days, 6:48:00 time: 0.3155 data_time: 0.0168 memory: 9201 grad_norm: 2.4380 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.5327 loss: 3.5327 2022/08/13 13:10:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 13:10:06 - mmengine - INFO - Epoch(train) [17][3757/3757] lr: 5.4471e-02 eta: 3 days, 6:47:49 time: 0.2998 data_time: 0.0162 memory: 9201 grad_norm: 2.5312 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 3.4019 loss: 3.4019 2022/08/13 13:10:40 - mmengine - INFO - Epoch(train) [18][100/3757] lr: 5.4473e-02 eta: 3 days, 6:46:28 time: 0.3150 data_time: 0.0168 memory: 9201 grad_norm: 2.4487 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2090 loss: 3.2090 2022/08/13 13:10:50 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 13:11:12 - mmengine - INFO - Epoch(train) [18][200/3757] lr: 5.4543e-02 eta: 3 days, 6:45:57 time: 0.3168 data_time: 0.0171 memory: 9201 grad_norm: 2.4268 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3323 loss: 3.3323 2022/08/13 13:11:43 - mmengine - INFO - Epoch(train) [18][300/3757] lr: 5.4612e-02 eta: 3 days, 6:45:25 time: 0.3150 data_time: 0.0174 memory: 9201 grad_norm: 2.4120 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1673 loss: 3.1673 2022/08/13 13:12:15 - mmengine - INFO - Epoch(train) [18][400/3757] lr: 5.4682e-02 eta: 3 days, 6:44:54 time: 0.3165 data_time: 0.0165 memory: 9201 grad_norm: 2.4616 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.6019 loss: 3.6019 2022/08/13 13:12:47 - mmengine - INFO - Epoch(train) [18][500/3757] lr: 5.4752e-02 eta: 3 days, 6:44:24 time: 0.3164 data_time: 0.0174 memory: 9201 grad_norm: 2.5036 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3844 loss: 3.3844 2022/08/13 13:13:19 - mmengine - INFO - Epoch(train) [18][600/3757] lr: 5.4822e-02 eta: 3 days, 6:43:53 time: 0.3154 data_time: 0.0175 memory: 9201 grad_norm: 2.4463 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4114 loss: 3.4114 2022/08/13 13:13:50 - mmengine - INFO - Epoch(train) [18][700/3757] lr: 5.4891e-02 eta: 3 days, 6:43:23 time: 0.3179 data_time: 0.0182 memory: 9201 grad_norm: 2.4891 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2997 loss: 3.2997 2022/08/13 13:14:22 - mmengine - INFO - Epoch(train) [18][800/3757] lr: 5.4961e-02 eta: 3 days, 6:42:52 time: 0.3160 data_time: 0.0169 memory: 9201 grad_norm: 2.4987 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3340 loss: 3.3340 2022/08/13 13:14:53 - mmengine - INFO - Epoch(train) [18][900/3757] lr: 5.5031e-02 eta: 3 days, 6:42:20 time: 0.3134 data_time: 0.0158 memory: 9201 grad_norm: 2.4150 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2341 loss: 3.2341 2022/08/13 13:15:25 - mmengine - INFO - Epoch(train) [18][1000/3757] lr: 5.5100e-02 eta: 3 days, 6:41:52 time: 0.3146 data_time: 0.0167 memory: 9201 grad_norm: 2.4785 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3513 loss: 3.3513 2022/08/13 13:15:57 - mmengine - INFO - Epoch(train) [18][1100/3757] lr: 5.5170e-02 eta: 3 days, 6:41:20 time: 0.3141 data_time: 0.0170 memory: 9201 grad_norm: 2.5095 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4669 loss: 3.4669 2022/08/13 13:16:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 13:16:29 - mmengine - INFO - Epoch(train) [18][1200/3757] lr: 5.5240e-02 eta: 3 days, 6:40:48 time: 0.3141 data_time: 0.0170 memory: 9201 grad_norm: 2.4411 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3750 loss: 3.3750 2022/08/13 13:17:00 - mmengine - INFO - Epoch(train) [18][1300/3757] lr: 5.5309e-02 eta: 3 days, 6:40:16 time: 0.3143 data_time: 0.0162 memory: 9201 grad_norm: 2.4655 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.4222 loss: 3.4222 2022/08/13 13:17:32 - mmengine - INFO - Epoch(train) [18][1400/3757] lr: 5.5379e-02 eta: 3 days, 6:39:44 time: 0.3138 data_time: 0.0181 memory: 9201 grad_norm: 2.5452 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4298 loss: 3.4298 2022/08/13 13:18:03 - mmengine - INFO - Epoch(train) [18][1500/3757] lr: 5.5449e-02 eta: 3 days, 6:39:12 time: 0.3146 data_time: 0.0163 memory: 9201 grad_norm: 2.4484 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3245 loss: 3.3245 2022/08/13 13:18:35 - mmengine - INFO - Epoch(train) [18][1600/3757] lr: 5.5518e-02 eta: 3 days, 6:38:40 time: 0.3142 data_time: 0.0159 memory: 9201 grad_norm: 2.3882 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3311 loss: 3.3311 2022/08/13 13:19:06 - mmengine - INFO - Epoch(train) [18][1700/3757] lr: 5.5588e-02 eta: 3 days, 6:38:08 time: 0.3135 data_time: 0.0159 memory: 9201 grad_norm: 2.4767 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0743 loss: 3.0743 2022/08/13 13:19:38 - mmengine - INFO - Epoch(train) [18][1800/3757] lr: 5.5658e-02 eta: 3 days, 6:37:36 time: 0.3154 data_time: 0.0179 memory: 9201 grad_norm: 2.4897 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.5452 loss: 3.5452 2022/08/13 13:20:10 - mmengine - INFO - Epoch(train) [18][1900/3757] lr: 5.5728e-02 eta: 3 days, 6:37:06 time: 0.3162 data_time: 0.0168 memory: 9201 grad_norm: 2.4318 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2650 loss: 3.2650 2022/08/13 13:20:41 - mmengine - INFO - Epoch(train) [18][2000/3757] lr: 5.5797e-02 eta: 3 days, 6:36:35 time: 0.3159 data_time: 0.0180 memory: 9201 grad_norm: 2.4374 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.2120 loss: 3.2120 2022/08/13 13:21:13 - mmengine - INFO - Epoch(train) [18][2100/3757] lr: 5.5867e-02 eta: 3 days, 6:36:03 time: 0.3155 data_time: 0.0167 memory: 9201 grad_norm: 2.4638 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.5163 loss: 3.5163 2022/08/13 13:21:23 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 13:21:45 - mmengine - INFO - Epoch(train) [18][2200/3757] lr: 5.5937e-02 eta: 3 days, 6:35:31 time: 0.3128 data_time: 0.0156 memory: 9201 grad_norm: 2.5053 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1449 loss: 3.1449 2022/08/13 13:22:16 - mmengine - INFO - Epoch(train) [18][2300/3757] lr: 5.6006e-02 eta: 3 days, 6:35:01 time: 0.3140 data_time: 0.0165 memory: 9201 grad_norm: 2.4596 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4108 loss: 3.4108 2022/08/13 13:22:48 - mmengine - INFO - Epoch(train) [18][2400/3757] lr: 5.6076e-02 eta: 3 days, 6:34:29 time: 0.3144 data_time: 0.0167 memory: 9201 grad_norm: 2.4618 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3175 loss: 3.3175 2022/08/13 13:23:20 - mmengine - INFO - Epoch(train) [18][2500/3757] lr: 5.6146e-02 eta: 3 days, 6:34:01 time: 0.3182 data_time: 0.0179 memory: 9201 grad_norm: 2.4088 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6704 loss: 3.6704 2022/08/13 13:23:51 - mmengine - INFO - Epoch(train) [18][2600/3757] lr: 5.6215e-02 eta: 3 days, 6:33:31 time: 0.3241 data_time: 0.0171 memory: 9201 grad_norm: 2.5272 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3313 loss: 3.3313 2022/08/13 13:24:23 - mmengine - INFO - Epoch(train) [18][2700/3757] lr: 5.6285e-02 eta: 3 days, 6:32:58 time: 0.3144 data_time: 0.0170 memory: 9201 grad_norm: 2.4704 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3756 loss: 3.3756 2022/08/13 13:24:55 - mmengine - INFO - Epoch(train) [18][2800/3757] lr: 5.6355e-02 eta: 3 days, 6:32:27 time: 0.3155 data_time: 0.0163 memory: 9201 grad_norm: 2.3730 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.3829 loss: 3.3829 2022/08/13 13:25:26 - mmengine - INFO - Epoch(train) [18][2900/3757] lr: 5.6424e-02 eta: 3 days, 6:31:56 time: 0.3139 data_time: 0.0166 memory: 9201 grad_norm: 2.4805 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4664 loss: 3.4664 2022/08/13 13:25:58 - mmengine - INFO - Epoch(train) [18][3000/3757] lr: 5.6494e-02 eta: 3 days, 6:31:25 time: 0.3158 data_time: 0.0160 memory: 9201 grad_norm: 2.4486 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4803 loss: 3.4803 2022/08/13 13:26:30 - mmengine - INFO - Epoch(train) [18][3100/3757] lr: 5.6564e-02 eta: 3 days, 6:30:53 time: 0.3144 data_time: 0.0170 memory: 9201 grad_norm: 2.4330 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3483 loss: 3.3483 2022/08/13 13:26:39 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 13:27:01 - mmengine - INFO - Epoch(train) [18][3200/3757] lr: 5.6634e-02 eta: 3 days, 6:30:24 time: 0.3260 data_time: 0.0166 memory: 9201 grad_norm: 2.4420 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.3330 loss: 3.3330 2022/08/13 13:27:33 - mmengine - INFO - Epoch(train) [18][3300/3757] lr: 5.6703e-02 eta: 3 days, 6:29:53 time: 0.3150 data_time: 0.0165 memory: 9201 grad_norm: 2.4483 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2286 loss: 3.2286 2022/08/13 13:28:05 - mmengine - INFO - Epoch(train) [18][3400/3757] lr: 5.6773e-02 eta: 3 days, 6:29:22 time: 0.3144 data_time: 0.0164 memory: 9201 grad_norm: 2.4801 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3847 loss: 3.3847 2022/08/13 13:28:36 - mmengine - INFO - Epoch(train) [18][3500/3757] lr: 5.6843e-02 eta: 3 days, 6:28:51 time: 0.3142 data_time: 0.0163 memory: 9201 grad_norm: 2.4273 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.4997 loss: 3.4997 2022/08/13 13:29:08 - mmengine - INFO - Epoch(train) [18][3600/3757] lr: 5.6912e-02 eta: 3 days, 6:28:20 time: 0.3159 data_time: 0.0163 memory: 9201 grad_norm: 2.4025 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2315 loss: 3.2315 2022/08/13 13:29:40 - mmengine - INFO - Epoch(train) [18][3700/3757] lr: 5.6982e-02 eta: 3 days, 6:27:49 time: 0.3172 data_time: 0.0181 memory: 9201 grad_norm: 2.4555 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5310 loss: 3.5310 2022/08/13 13:29:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 13:29:57 - mmengine - INFO - Epoch(train) [18][3757/3757] lr: 5.7022e-02 eta: 3 days, 6:27:36 time: 0.2979 data_time: 0.0146 memory: 9201 grad_norm: 2.3476 top1_acc: 0.0000 top5_acc: 0.4286 loss_cls: 3.2350 loss: 3.2350 2022/08/13 13:30:31 - mmengine - INFO - Epoch(train) [19][100/3757] lr: 5.7016e-02 eta: 3 days, 6:26:18 time: 0.3160 data_time: 0.0169 memory: 9201 grad_norm: 2.4372 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4049 loss: 3.4049 2022/08/13 13:31:03 - mmengine - INFO - Epoch(train) [19][200/3757] lr: 5.7086e-02 eta: 3 days, 6:25:47 time: 0.3172 data_time: 0.0165 memory: 9201 grad_norm: 2.4617 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0813 loss: 3.0813 2022/08/13 13:31:34 - mmengine - INFO - Epoch(train) [19][300/3757] lr: 5.7155e-02 eta: 3 days, 6:25:14 time: 0.3144 data_time: 0.0160 memory: 9201 grad_norm: 2.4023 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1462 loss: 3.1462 2022/08/13 13:31:58 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 13:32:06 - mmengine - INFO - Epoch(train) [19][400/3757] lr: 5.7225e-02 eta: 3 days, 6:24:42 time: 0.3145 data_time: 0.0160 memory: 9201 grad_norm: 2.4616 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6661 loss: 3.6661 2022/08/13 13:32:38 - mmengine - INFO - Epoch(train) [19][500/3757] lr: 5.7294e-02 eta: 3 days, 6:24:12 time: 0.3150 data_time: 0.0168 memory: 9201 grad_norm: 2.4874 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4159 loss: 3.4159 2022/08/13 13:33:09 - mmengine - INFO - Epoch(train) [19][600/3757] lr: 5.7364e-02 eta: 3 days, 6:23:41 time: 0.3132 data_time: 0.0158 memory: 9201 grad_norm: 2.4387 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2616 loss: 3.2616 2022/08/13 13:33:41 - mmengine - INFO - Epoch(train) [19][700/3757] lr: 5.7434e-02 eta: 3 days, 6:23:11 time: 0.3193 data_time: 0.0174 memory: 9201 grad_norm: 2.5180 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0673 loss: 3.0673 2022/08/13 13:34:13 - mmengine - INFO - Epoch(train) [19][800/3757] lr: 5.7503e-02 eta: 3 days, 6:22:39 time: 0.3134 data_time: 0.0168 memory: 9201 grad_norm: 2.4256 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9728 loss: 2.9728 2022/08/13 13:34:44 - mmengine - INFO - Epoch(train) [19][900/3757] lr: 5.7573e-02 eta: 3 days, 6:22:08 time: 0.3168 data_time: 0.0172 memory: 9201 grad_norm: 2.4409 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9406 loss: 2.9406 2022/08/13 13:35:16 - mmengine - INFO - Epoch(train) [19][1000/3757] lr: 5.7642e-02 eta: 3 days, 6:21:37 time: 0.3145 data_time: 0.0165 memory: 9201 grad_norm: 2.4685 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3905 loss: 3.3905 2022/08/13 13:35:48 - mmengine - INFO - Epoch(train) [19][1100/3757] lr: 5.7712e-02 eta: 3 days, 6:21:06 time: 0.3146 data_time: 0.0163 memory: 9201 grad_norm: 2.4643 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4104 loss: 3.4104 2022/08/13 13:36:19 - mmengine - INFO - Epoch(train) [19][1200/3757] lr: 5.7782e-02 eta: 3 days, 6:20:36 time: 0.3155 data_time: 0.0174 memory: 9201 grad_norm: 2.4256 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.3005 loss: 3.3005 2022/08/13 13:36:51 - mmengine - INFO - Epoch(train) [19][1300/3757] lr: 5.7851e-02 eta: 3 days, 6:20:05 time: 0.3152 data_time: 0.0169 memory: 9201 grad_norm: 2.4025 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.0856 loss: 3.0856 2022/08/13 13:37:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 13:37:23 - mmengine - INFO - Epoch(train) [19][1400/3757] lr: 5.7921e-02 eta: 3 days, 6:19:34 time: 0.3169 data_time: 0.0181 memory: 9201 grad_norm: 2.4032 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2407 loss: 3.2407 2022/08/13 13:37:54 - mmengine - INFO - Epoch(train) [19][1500/3757] lr: 5.7990e-02 eta: 3 days, 6:19:02 time: 0.3166 data_time: 0.0163 memory: 9201 grad_norm: 2.4991 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5455 loss: 3.5455 2022/08/13 13:38:26 - mmengine - INFO - Epoch(train) [19][1600/3757] lr: 5.8060e-02 eta: 3 days, 6:18:30 time: 0.3146 data_time: 0.0161 memory: 9201 grad_norm: 2.4252 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1568 loss: 3.1568 2022/08/13 13:38:58 - mmengine - INFO - Epoch(train) [19][1700/3757] lr: 5.8130e-02 eta: 3 days, 6:18:00 time: 0.3152 data_time: 0.0172 memory: 9201 grad_norm: 2.4060 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3758 loss: 3.3758 2022/08/13 13:39:29 - mmengine - INFO - Epoch(train) [19][1800/3757] lr: 5.8199e-02 eta: 3 days, 6:17:30 time: 0.3158 data_time: 0.0171 memory: 9201 grad_norm: 2.3861 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3632 loss: 3.3632 2022/08/13 13:40:01 - mmengine - INFO - Epoch(train) [19][1900/3757] lr: 5.8269e-02 eta: 3 days, 6:16:59 time: 0.3172 data_time: 0.0169 memory: 9201 grad_norm: 2.4921 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1207 loss: 3.1207 2022/08/13 13:40:33 - mmengine - INFO - Epoch(train) [19][2000/3757] lr: 5.8338e-02 eta: 3 days, 6:16:28 time: 0.3187 data_time: 0.0164 memory: 9201 grad_norm: 2.4208 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3175 loss: 3.3175 2022/08/13 13:41:04 - mmengine - INFO - Epoch(train) [19][2100/3757] lr: 5.8408e-02 eta: 3 days, 6:15:58 time: 0.3169 data_time: 0.0178 memory: 9201 grad_norm: 2.5189 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2468 loss: 3.2468 2022/08/13 13:41:36 - mmengine - INFO - Epoch(train) [19][2200/3757] lr: 5.8478e-02 eta: 3 days, 6:15:26 time: 0.3138 data_time: 0.0168 memory: 9201 grad_norm: 2.4756 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.1081 loss: 3.1081 2022/08/13 13:42:08 - mmengine - INFO - Epoch(train) [19][2300/3757] lr: 5.8547e-02 eta: 3 days, 6:14:55 time: 0.3155 data_time: 0.0169 memory: 9201 grad_norm: 2.4800 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.6757 loss: 3.6757 2022/08/13 13:42:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 13:42:39 - mmengine - INFO - Epoch(train) [19][2400/3757] lr: 5.8617e-02 eta: 3 days, 6:14:24 time: 0.3179 data_time: 0.0177 memory: 9201 grad_norm: 2.4116 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0241 loss: 3.0241 2022/08/13 13:43:11 - mmengine - INFO - Epoch(train) [19][2500/3757] lr: 5.8686e-02 eta: 3 days, 6:13:53 time: 0.3137 data_time: 0.0149 memory: 9201 grad_norm: 2.4247 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2322 loss: 3.2322 2022/08/13 13:43:43 - mmengine - INFO - Epoch(train) [19][2600/3757] lr: 5.8756e-02 eta: 3 days, 6:13:22 time: 0.3178 data_time: 0.0170 memory: 9201 grad_norm: 2.4247 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4035 loss: 3.4035 2022/08/13 13:44:14 - mmengine - INFO - Epoch(train) [19][2700/3757] lr: 5.8826e-02 eta: 3 days, 6:12:50 time: 0.3149 data_time: 0.0167 memory: 9201 grad_norm: 2.4727 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2625 loss: 3.2625 2022/08/13 13:44:46 - mmengine - INFO - Epoch(train) [19][2800/3757] lr: 5.8895e-02 eta: 3 days, 6:12:19 time: 0.3147 data_time: 0.0173 memory: 9201 grad_norm: 2.4629 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3224 loss: 3.3224 2022/08/13 13:45:17 - mmengine - INFO - Epoch(train) [19][2900/3757] lr: 5.8965e-02 eta: 3 days, 6:11:48 time: 0.3155 data_time: 0.0162 memory: 9201 grad_norm: 2.3979 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.4675 loss: 3.4675 2022/08/13 13:45:49 - mmengine - INFO - Epoch(train) [19][3000/3757] lr: 5.9034e-02 eta: 3 days, 6:11:16 time: 0.3138 data_time: 0.0153 memory: 9201 grad_norm: 2.4720 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4561 loss: 3.4561 2022/08/13 13:46:21 - mmengine - INFO - Epoch(train) [19][3100/3757] lr: 5.9104e-02 eta: 3 days, 6:10:45 time: 0.3156 data_time: 0.0167 memory: 9201 grad_norm: 2.3922 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2175 loss: 3.2175 2022/08/13 13:46:53 - mmengine - INFO - Epoch(train) [19][3200/3757] lr: 5.9174e-02 eta: 3 days, 6:10:17 time: 0.3315 data_time: 0.0163 memory: 9201 grad_norm: 2.4821 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6226 loss: 3.6226 2022/08/13 13:47:24 - mmengine - INFO - Epoch(train) [19][3300/3757] lr: 5.9243e-02 eta: 3 days, 6:09:46 time: 0.3172 data_time: 0.0175 memory: 9201 grad_norm: 2.4160 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3341 loss: 3.3341 2022/08/13 13:47:48 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 13:47:56 - mmengine - INFO - Epoch(train) [19][3400/3757] lr: 5.9313e-02 eta: 3 days, 6:09:15 time: 0.3144 data_time: 0.0170 memory: 9201 grad_norm: 2.4174 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5006 loss: 3.5006 2022/08/13 13:48:28 - mmengine - INFO - Epoch(train) [19][3500/3757] lr: 5.9382e-02 eta: 3 days, 6:08:45 time: 0.3157 data_time: 0.0171 memory: 9201 grad_norm: 2.4116 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0748 loss: 3.0748 2022/08/13 13:48:59 - mmengine - INFO - Epoch(train) [19][3600/3757] lr: 5.9452e-02 eta: 3 days, 6:08:16 time: 0.3190 data_time: 0.0165 memory: 9201 grad_norm: 2.4105 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0989 loss: 3.0989 2022/08/13 13:49:31 - mmengine - INFO - Epoch(train) [19][3700/3757] lr: 5.9522e-02 eta: 3 days, 6:07:45 time: 0.3147 data_time: 0.0163 memory: 9201 grad_norm: 2.4781 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2541 loss: 3.2541 2022/08/13 13:49:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 13:49:49 - mmengine - INFO - Epoch(train) [19][3757/3757] lr: 5.9561e-02 eta: 3 days, 6:07:33 time: 0.2989 data_time: 0.0155 memory: 9201 grad_norm: 2.4436 top1_acc: 0.7143 top5_acc: 0.7143 loss_cls: 3.3080 loss: 3.3080 2022/08/13 13:50:22 - mmengine - INFO - Epoch(train) [20][100/3757] lr: 5.9548e-02 eta: 3 days, 6:06:11 time: 0.3175 data_time: 0.0178 memory: 9201 grad_norm: 2.5369 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5202 loss: 3.5202 2022/08/13 13:50:54 - mmengine - INFO - Epoch(train) [20][200/3757] lr: 5.9617e-02 eta: 3 days, 6:05:40 time: 0.3162 data_time: 0.0167 memory: 9201 grad_norm: 2.4102 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2585 loss: 3.2585 2022/08/13 13:51:26 - mmengine - INFO - Epoch(train) [20][300/3757] lr: 5.9687e-02 eta: 3 days, 6:05:10 time: 0.3163 data_time: 0.0173 memory: 9201 grad_norm: 2.4086 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1993 loss: 3.1993 2022/08/13 13:51:57 - mmengine - INFO - Epoch(train) [20][400/3757] lr: 5.9756e-02 eta: 3 days, 6:04:38 time: 0.3143 data_time: 0.0167 memory: 9201 grad_norm: 2.4928 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1043 loss: 3.1043 2022/08/13 13:52:29 - mmengine - INFO - Epoch(train) [20][500/3757] lr: 5.9826e-02 eta: 3 days, 6:04:07 time: 0.3151 data_time: 0.0165 memory: 9201 grad_norm: 2.5151 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.2965 loss: 3.2965 2022/08/13 13:53:01 - mmengine - INFO - Epoch(train) [20][600/3757] lr: 5.9895e-02 eta: 3 days, 6:03:37 time: 0.3151 data_time: 0.0181 memory: 9201 grad_norm: 2.4528 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2298 loss: 3.2298 2022/08/13 13:53:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 13:53:33 - mmengine - INFO - Epoch(train) [20][700/3757] lr: 5.9965e-02 eta: 3 days, 6:03:08 time: 0.3151 data_time: 0.0172 memory: 9201 grad_norm: 2.4545 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2000 loss: 3.2000 2022/08/13 13:54:04 - mmengine - INFO - Epoch(train) [20][800/3757] lr: 6.0034e-02 eta: 3 days, 6:02:39 time: 0.3241 data_time: 0.0178 memory: 9201 grad_norm: 2.4267 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3426 loss: 3.3426 2022/08/13 13:54:36 - mmengine - INFO - Epoch(train) [20][900/3757] lr: 6.0104e-02 eta: 3 days, 6:02:09 time: 0.3151 data_time: 0.0168 memory: 9201 grad_norm: 2.4094 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3092 loss: 3.3092 2022/08/13 13:55:08 - mmengine - INFO - Epoch(train) [20][1000/3757] lr: 6.0173e-02 eta: 3 days, 6:01:38 time: 0.3141 data_time: 0.0158 memory: 9201 grad_norm: 2.4085 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4789 loss: 3.4789 2022/08/13 13:55:39 - mmengine - INFO - Epoch(train) [20][1100/3757] lr: 6.0243e-02 eta: 3 days, 6:01:06 time: 0.3151 data_time: 0.0163 memory: 9201 grad_norm: 2.4426 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5281 loss: 3.5281 2022/08/13 13:56:11 - mmengine - INFO - Epoch(train) [20][1200/3757] lr: 6.0312e-02 eta: 3 days, 6:00:35 time: 0.3152 data_time: 0.0171 memory: 9201 grad_norm: 2.4614 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.5284 loss: 3.5284 2022/08/13 13:56:43 - mmengine - INFO - Epoch(train) [20][1300/3757] lr: 6.0382e-02 eta: 3 days, 6:00:06 time: 0.3195 data_time: 0.0172 memory: 9201 grad_norm: 2.5390 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.3220 loss: 3.3220 2022/08/13 13:57:15 - mmengine - INFO - Epoch(train) [20][1400/3757] lr: 6.0451e-02 eta: 3 days, 5:59:36 time: 0.3177 data_time: 0.0171 memory: 9201 grad_norm: 2.4247 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2040 loss: 3.2040 2022/08/13 13:57:46 - mmengine - INFO - Epoch(train) [20][1500/3757] lr: 6.0521e-02 eta: 3 days, 5:59:04 time: 0.3149 data_time: 0.0178 memory: 9201 grad_norm: 2.5253 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.0945 loss: 3.0945 2022/08/13 13:58:18 - mmengine - INFO - Epoch(train) [20][1600/3757] lr: 6.0590e-02 eta: 3 days, 5:58:33 time: 0.3159 data_time: 0.0175 memory: 9201 grad_norm: 2.5236 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1801 loss: 3.1801 2022/08/13 13:58:23 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 13:58:49 - mmengine - INFO - Epoch(train) [20][1700/3757] lr: 6.0660e-02 eta: 3 days, 5:58:02 time: 0.3151 data_time: 0.0176 memory: 9201 grad_norm: 2.4061 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5782 loss: 3.5782 2022/08/13 13:59:21 - mmengine - INFO - Epoch(train) [20][1800/3757] lr: 6.0729e-02 eta: 3 days, 5:57:32 time: 0.3148 data_time: 0.0161 memory: 9201 grad_norm: 2.4772 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2841 loss: 3.2841 2022/08/13 13:59:53 - mmengine - INFO - Epoch(train) [20][1900/3757] lr: 6.0799e-02 eta: 3 days, 5:57:03 time: 0.3206 data_time: 0.0173 memory: 9201 grad_norm: 2.3902 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2409 loss: 3.2409 2022/08/13 14:00:25 - mmengine - INFO - Epoch(train) [20][2000/3757] lr: 6.0868e-02 eta: 3 days, 5:56:30 time: 0.3135 data_time: 0.0163 memory: 9201 grad_norm: 2.4600 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3254 loss: 3.3254 2022/08/13 14:00:56 - mmengine - INFO - Epoch(train) [20][2100/3757] lr: 6.0938e-02 eta: 3 days, 5:56:01 time: 0.3253 data_time: 0.0160 memory: 9201 grad_norm: 2.5031 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4980 loss: 3.4980 2022/08/13 14:01:28 - mmengine - INFO - Epoch(train) [20][2200/3757] lr: 6.1007e-02 eta: 3 days, 5:55:29 time: 0.3152 data_time: 0.0161 memory: 9201 grad_norm: 2.4670 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.1983 loss: 3.1983 2022/08/13 14:02:00 - mmengine - INFO - Epoch(train) [20][2300/3757] lr: 6.1077e-02 eta: 3 days, 5:55:00 time: 0.3141 data_time: 0.0164 memory: 9201 grad_norm: 2.4048 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1285 loss: 3.1285 2022/08/13 14:02:31 - mmengine - INFO - Epoch(train) [20][2400/3757] lr: 6.1146e-02 eta: 3 days, 5:54:29 time: 0.3169 data_time: 0.0179 memory: 9201 grad_norm: 2.4791 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.2579 loss: 3.2579 2022/08/13 14:03:03 - mmengine - INFO - Epoch(train) [20][2500/3757] lr: 6.1216e-02 eta: 3 days, 5:53:59 time: 0.3163 data_time: 0.0164 memory: 9201 grad_norm: 2.3748 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3034 loss: 3.3034 2022/08/13 14:03:35 - mmengine - INFO - Epoch(train) [20][2600/3757] lr: 6.1285e-02 eta: 3 days, 5:53:27 time: 0.3170 data_time: 0.0181 memory: 9201 grad_norm: 2.5020 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4492 loss: 3.4492 2022/08/13 14:03:40 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 14:04:06 - mmengine - INFO - Epoch(train) [20][2700/3757] lr: 6.1355e-02 eta: 3 days, 5:52:56 time: 0.3146 data_time: 0.0163 memory: 9201 grad_norm: 2.4015 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.3819 loss: 3.3819 2022/08/13 14:04:38 - mmengine - INFO - Epoch(train) [20][2800/3757] lr: 6.1424e-02 eta: 3 days, 5:52:25 time: 0.3169 data_time: 0.0169 memory: 9201 grad_norm: 2.4147 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1420 loss: 3.1420 2022/08/13 14:05:10 - mmengine - INFO - Epoch(train) [20][2900/3757] lr: 6.1494e-02 eta: 3 days, 5:51:54 time: 0.3157 data_time: 0.0163 memory: 9201 grad_norm: 2.3875 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.0520 loss: 3.0520 2022/08/13 14:05:41 - mmengine - INFO - Epoch(train) [20][3000/3757] lr: 6.1563e-02 eta: 3 days, 5:51:24 time: 0.3161 data_time: 0.0161 memory: 9201 grad_norm: 2.3759 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.4046 loss: 3.4046 2022/08/13 14:06:13 - mmengine - INFO - Epoch(train) [20][3100/3757] lr: 6.1633e-02 eta: 3 days, 5:50:53 time: 0.3152 data_time: 0.0165 memory: 9201 grad_norm: 2.4269 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.1919 loss: 3.1919 2022/08/13 14:06:45 - mmengine - INFO - Epoch(train) [20][3200/3757] lr: 6.1702e-02 eta: 3 days, 5:50:22 time: 0.3176 data_time: 0.0160 memory: 9201 grad_norm: 2.4211 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3338 loss: 3.3338 2022/08/13 14:07:16 - mmengine - INFO - Epoch(train) [20][3300/3757] lr: 6.1772e-02 eta: 3 days, 5:49:51 time: 0.3155 data_time: 0.0166 memory: 9201 grad_norm: 2.4082 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 3.3428 loss: 3.3428 2022/08/13 14:07:48 - mmengine - INFO - Epoch(train) [20][3400/3757] lr: 6.1841e-02 eta: 3 days, 5:49:20 time: 0.3149 data_time: 0.0170 memory: 9201 grad_norm: 2.4559 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.1494 loss: 3.1494 2022/08/13 14:08:20 - mmengine - INFO - Epoch(train) [20][3500/3757] lr: 6.1911e-02 eta: 3 days, 5:48:50 time: 0.3147 data_time: 0.0170 memory: 9201 grad_norm: 2.3904 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.1136 loss: 3.1136 2022/08/13 14:08:52 - mmengine - INFO - Epoch(train) [20][3600/3757] lr: 6.1980e-02 eta: 3 days, 5:48:21 time: 0.3157 data_time: 0.0165 memory: 9201 grad_norm: 2.4914 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4084 loss: 3.4084 2022/08/13 14:08:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 14:09:23 - mmengine - INFO - Epoch(train) [20][3700/3757] lr: 6.2050e-02 eta: 3 days, 5:47:50 time: 0.3154 data_time: 0.0171 memory: 9201 grad_norm: 2.4380 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1890 loss: 3.1890 2022/08/13 14:09:41 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 14:09:41 - mmengine - INFO - Epoch(train) [20][3757/3757] lr: 6.2089e-02 eta: 3 days, 5:47:37 time: 0.2993 data_time: 0.0146 memory: 9201 grad_norm: 2.4385 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 3.2531 loss: 3.2531 2022/08/13 14:09:41 - mmengine - INFO - Saving checkpoint at 20 epochs 2022/08/13 14:10:07 - mmengine - INFO - Epoch(val) [20][100/310] eta: 0:00:48 time: 0.2302 data_time: 0.1161 memory: 1522 2022/08/13 14:10:28 - mmengine - INFO - Epoch(val) [20][200/310] eta: 0:00:22 time: 0.2041 data_time: 0.0948 memory: 1522 2022/08/13 14:10:48 - mmengine - INFO - Epoch(val) [20][300/310] eta: 0:00:01 time: 0.1752 data_time: 0.0758 memory: 1522 2022/08/13 14:10:50 - mmengine - INFO - Epoch(val) [20][310/310] acc/top1: 0.3315 acc/top5: 0.6067 acc/mean1: 0.3313 2022/08/13 14:10:50 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb/best_acc/top1_epoch_16.pth is removed 2022/08/13 14:10:52 - mmengine - INFO - The best checkpoint with 0.3315 acc/top1 at 21 epoch is saved to best_acc/top1_epoch_21.pth. 2022/08/13 14:11:25 - mmengine - INFO - Epoch(train) [21][100/3757] lr: 6.2067e-02 eta: 3 days, 5:46:10 time: 0.3131 data_time: 0.0165 memory: 9201 grad_norm: 2.4020 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.0185 loss: 3.0185 2022/08/13 14:11:57 - mmengine - INFO - Epoch(train) [21][200/3757] lr: 6.2137e-02 eta: 3 days, 5:45:39 time: 0.3180 data_time: 0.0164 memory: 9201 grad_norm: 2.4514 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4027 loss: 3.4027 2022/08/13 14:12:28 - mmengine - INFO - Epoch(train) [21][300/3757] lr: 6.2206e-02 eta: 3 days, 5:45:08 time: 0.3149 data_time: 0.0178 memory: 9201 grad_norm: 2.3959 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1430 loss: 3.1430 2022/08/13 14:13:00 - mmengine - INFO - Epoch(train) [21][400/3757] lr: 6.2275e-02 eta: 3 days, 5:44:37 time: 0.3133 data_time: 0.0166 memory: 9201 grad_norm: 2.3906 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5943 loss: 3.5943 2022/08/13 14:13:32 - mmengine - INFO - Epoch(train) [21][500/3757] lr: 6.2345e-02 eta: 3 days, 5:44:05 time: 0.3140 data_time: 0.0165 memory: 9201 grad_norm: 2.3899 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1924 loss: 3.1924 2022/08/13 14:14:03 - mmengine - INFO - Epoch(train) [21][600/3757] lr: 6.2414e-02 eta: 3 days, 5:43:34 time: 0.3154 data_time: 0.0168 memory: 9201 grad_norm: 2.4088 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.1683 loss: 3.1683 2022/08/13 14:14:35 - mmengine - INFO - Epoch(train) [21][700/3757] lr: 6.2484e-02 eta: 3 days, 5:43:03 time: 0.3166 data_time: 0.0181 memory: 9201 grad_norm: 2.3894 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.4611 loss: 3.4611 2022/08/13 14:15:07 - mmengine - INFO - Epoch(train) [21][800/3757] lr: 6.2553e-02 eta: 3 days, 5:42:32 time: 0.3145 data_time: 0.0165 memory: 9201 grad_norm: 2.3667 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2592 loss: 3.2592 2022/08/13 14:15:26 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 14:15:38 - mmengine - INFO - Epoch(train) [21][900/3757] lr: 6.2622e-02 eta: 3 days, 5:42:02 time: 0.3211 data_time: 0.0169 memory: 9201 grad_norm: 2.3847 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1970 loss: 3.1970 2022/08/13 14:16:10 - mmengine - INFO - Epoch(train) [21][1000/3757] lr: 6.2692e-02 eta: 3 days, 5:41:31 time: 0.3147 data_time: 0.0154 memory: 9201 grad_norm: 2.3565 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.1066 loss: 3.1066 2022/08/13 14:16:42 - mmengine - INFO - Epoch(train) [21][1100/3757] lr: 6.2761e-02 eta: 3 days, 5:40:59 time: 0.3139 data_time: 0.0164 memory: 9201 grad_norm: 2.4164 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2793 loss: 3.2793 2022/08/13 14:17:13 - mmengine - INFO - Epoch(train) [21][1200/3757] lr: 6.2831e-02 eta: 3 days, 5:40:30 time: 0.3206 data_time: 0.0166 memory: 9201 grad_norm: 2.3792 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3760 loss: 3.3760 2022/08/13 14:17:45 - mmengine - INFO - Epoch(train) [21][1300/3757] lr: 6.2900e-02 eta: 3 days, 5:39:59 time: 0.3169 data_time: 0.0180 memory: 9201 grad_norm: 2.4360 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2817 loss: 3.2817 2022/08/13 14:18:17 - mmengine - INFO - Epoch(train) [21][1400/3757] lr: 6.2969e-02 eta: 3 days, 5:39:27 time: 0.3156 data_time: 0.0169 memory: 9201 grad_norm: 2.4816 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.1416 loss: 3.1416 2022/08/13 14:18:48 - mmengine - INFO - Epoch(train) [21][1500/3757] lr: 6.3039e-02 eta: 3 days, 5:38:57 time: 0.3171 data_time: 0.0176 memory: 9201 grad_norm: 2.3834 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4282 loss: 3.4282 2022/08/13 14:19:20 - mmengine - INFO - Epoch(train) [21][1600/3757] lr: 6.3108e-02 eta: 3 days, 5:38:26 time: 0.3154 data_time: 0.0166 memory: 9201 grad_norm: 2.3953 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9873 loss: 2.9873 2022/08/13 14:19:52 - mmengine - INFO - Epoch(train) [21][1700/3757] lr: 6.3178e-02 eta: 3 days, 5:37:56 time: 0.3155 data_time: 0.0167 memory: 9201 grad_norm: 2.4526 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2920 loss: 3.2920 2022/08/13 14:20:23 - mmengine - INFO - Epoch(train) [21][1800/3757] lr: 6.3247e-02 eta: 3 days, 5:37:26 time: 0.3190 data_time: 0.0184 memory: 9201 grad_norm: 2.3138 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1650 loss: 3.1650 2022/08/13 14:20:43 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 14:20:55 - mmengine - INFO - Epoch(train) [21][1900/3757] lr: 6.3316e-02 eta: 3 days, 5:36:55 time: 0.3174 data_time: 0.0171 memory: 9201 grad_norm: 2.3879 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3011 loss: 3.3011 2022/08/13 14:21:27 - mmengine - INFO - Epoch(train) [21][2000/3757] lr: 6.3386e-02 eta: 3 days, 5:36:25 time: 0.3190 data_time: 0.0174 memory: 9201 grad_norm: 2.4010 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1518 loss: 3.1518 2022/08/13 14:21:59 - mmengine - INFO - Epoch(train) [21][2100/3757] lr: 6.3455e-02 eta: 3 days, 5:35:53 time: 0.3165 data_time: 0.0168 memory: 9201 grad_norm: 2.3934 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2710 loss: 3.2710 2022/08/13 14:22:30 - mmengine - INFO - Epoch(train) [21][2200/3757] lr: 6.3525e-02 eta: 3 days, 5:35:22 time: 0.3136 data_time: 0.0171 memory: 9201 grad_norm: 2.4504 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1896 loss: 3.1896 2022/08/13 14:23:02 - mmengine - INFO - Epoch(train) [21][2300/3757] lr: 6.3594e-02 eta: 3 days, 5:34:50 time: 0.3138 data_time: 0.0160 memory: 9201 grad_norm: 2.4685 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2054 loss: 3.2054 2022/08/13 14:23:33 - mmengine - INFO - Epoch(train) [21][2400/3757] lr: 6.3663e-02 eta: 3 days, 5:34:20 time: 0.3193 data_time: 0.0172 memory: 9201 grad_norm: 2.4622 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3250 loss: 3.3250 2022/08/13 14:24:05 - mmengine - INFO - Epoch(train) [21][2500/3757] lr: 6.3733e-02 eta: 3 days, 5:33:49 time: 0.3175 data_time: 0.0169 memory: 9201 grad_norm: 2.3807 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2930 loss: 3.2930 2022/08/13 14:24:37 - mmengine - INFO - Epoch(train) [21][2600/3757] lr: 6.3802e-02 eta: 3 days, 5:33:18 time: 0.3150 data_time: 0.0165 memory: 9201 grad_norm: 2.3052 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1937 loss: 3.1937 2022/08/13 14:25:08 - mmengine - INFO - Epoch(train) [21][2700/3757] lr: 6.3872e-02 eta: 3 days, 5:32:47 time: 0.3174 data_time: 0.0180 memory: 9201 grad_norm: 2.3354 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3375 loss: 3.3375 2022/08/13 14:25:40 - mmengine - INFO - Epoch(train) [21][2800/3757] lr: 6.3941e-02 eta: 3 days, 5:32:16 time: 0.3160 data_time: 0.0176 memory: 9201 grad_norm: 2.4078 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0121 loss: 3.0121 2022/08/13 14:25:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 14:26:12 - mmengine - INFO - Epoch(train) [21][2900/3757] lr: 6.4010e-02 eta: 3 days, 5:31:47 time: 0.3156 data_time: 0.0170 memory: 9201 grad_norm: 2.4249 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1039 loss: 3.1039 2022/08/13 14:26:44 - mmengine - INFO - Epoch(train) [21][3000/3757] lr: 6.4080e-02 eta: 3 days, 5:31:17 time: 0.3169 data_time: 0.0180 memory: 9201 grad_norm: 2.4276 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0609 loss: 3.0609 2022/08/13 14:27:15 - mmengine - INFO - Epoch(train) [21][3100/3757] lr: 6.4149e-02 eta: 3 days, 5:30:46 time: 0.3174 data_time: 0.0186 memory: 9201 grad_norm: 2.4299 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3375 loss: 3.3375 2022/08/13 14:27:47 - mmengine - INFO - Epoch(train) [21][3200/3757] lr: 6.4219e-02 eta: 3 days, 5:30:15 time: 0.3170 data_time: 0.0164 memory: 9201 grad_norm: 2.4197 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9732 loss: 2.9732 2022/08/13 14:28:19 - mmengine - INFO - Epoch(train) [21][3300/3757] lr: 6.4288e-02 eta: 3 days, 5:29:43 time: 0.3161 data_time: 0.0169 memory: 9201 grad_norm: 2.4475 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8726 loss: 2.8726 2022/08/13 14:28:50 - mmengine - INFO - Epoch(train) [21][3400/3757] lr: 6.4357e-02 eta: 3 days, 5:29:11 time: 0.3147 data_time: 0.0163 memory: 9201 grad_norm: 2.3463 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1258 loss: 3.1258 2022/08/13 14:29:22 - mmengine - INFO - Epoch(train) [21][3500/3757] lr: 6.4427e-02 eta: 3 days, 5:28:41 time: 0.3146 data_time: 0.0171 memory: 9201 grad_norm: 2.3803 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1585 loss: 3.1585 2022/08/13 14:29:54 - mmengine - INFO - Epoch(train) [21][3600/3757] lr: 6.4496e-02 eta: 3 days, 5:28:10 time: 0.3164 data_time: 0.0198 memory: 9201 grad_norm: 2.4435 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.6727 loss: 3.6727 2022/08/13 14:30:25 - mmengine - INFO - Epoch(train) [21][3700/3757] lr: 6.4566e-02 eta: 3 days, 5:27:38 time: 0.3139 data_time: 0.0161 memory: 9201 grad_norm: 2.4801 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5440 loss: 3.5440 2022/08/13 14:30:43 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 14:30:43 - mmengine - INFO - Epoch(train) [21][3757/3757] lr: 6.4605e-02 eta: 3 days, 5:27:25 time: 0.2988 data_time: 0.0154 memory: 9201 grad_norm: 2.3917 top1_acc: 0.2857 top5_acc: 0.7143 loss_cls: 3.5502 loss: 3.5502 2022/08/13 14:31:16 - mmengine - INFO - Epoch(train) [22][100/3757] lr: 6.4574e-02 eta: 3 days, 5:26:09 time: 0.3168 data_time: 0.0174 memory: 9201 grad_norm: 2.3754 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 3.1150 loss: 3.1150 2022/08/13 14:31:17 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 14:31:48 - mmengine - INFO - Epoch(train) [22][200/3757] lr: 6.4644e-02 eta: 3 days, 5:25:38 time: 0.3150 data_time: 0.0165 memory: 9201 grad_norm: 2.4258 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3843 loss: 3.3843 2022/08/13 14:32:20 - mmengine - INFO - Epoch(train) [22][300/3757] lr: 6.4713e-02 eta: 3 days, 5:25:05 time: 0.3159 data_time: 0.0178 memory: 9201 grad_norm: 2.4283 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.4676 loss: 3.4676 2022/08/13 14:32:51 - mmengine - INFO - Epoch(train) [22][400/3757] lr: 6.4782e-02 eta: 3 days, 5:24:34 time: 0.3137 data_time: 0.0155 memory: 9201 grad_norm: 2.3741 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3212 loss: 3.3212 2022/08/13 14:33:23 - mmengine - INFO - Epoch(train) [22][500/3757] lr: 6.4851e-02 eta: 3 days, 5:24:04 time: 0.3153 data_time: 0.0172 memory: 9201 grad_norm: 2.4110 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2216 loss: 3.2216 2022/08/13 14:33:55 - mmengine - INFO - Epoch(train) [22][600/3757] lr: 6.4921e-02 eta: 3 days, 5:23:33 time: 0.3145 data_time: 0.0170 memory: 9201 grad_norm: 2.3639 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1606 loss: 3.1606 2022/08/13 14:34:26 - mmengine - INFO - Epoch(train) [22][700/3757] lr: 6.4990e-02 eta: 3 days, 5:23:01 time: 0.3144 data_time: 0.0161 memory: 9201 grad_norm: 2.3453 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5028 loss: 3.5028 2022/08/13 14:34:58 - mmengine - INFO - Epoch(train) [22][800/3757] lr: 6.5059e-02 eta: 3 days, 5:22:30 time: 0.3153 data_time: 0.0179 memory: 9201 grad_norm: 2.3527 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2366 loss: 3.2366 2022/08/13 14:35:30 - mmengine - INFO - Epoch(train) [22][900/3757] lr: 6.5129e-02 eta: 3 days, 5:21:59 time: 0.3145 data_time: 0.0171 memory: 9201 grad_norm: 2.4532 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3801 loss: 3.3801 2022/08/13 14:36:01 - mmengine - INFO - Epoch(train) [22][1000/3757] lr: 6.5198e-02 eta: 3 days, 5:21:28 time: 0.3165 data_time: 0.0170 memory: 9201 grad_norm: 2.4042 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5601 loss: 3.5601 2022/08/13 14:36:33 - mmengine - INFO - Epoch(train) [22][1100/3757] lr: 6.5267e-02 eta: 3 days, 5:20:59 time: 0.3151 data_time: 0.0159 memory: 9201 grad_norm: 2.4265 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1045 loss: 3.1045 2022/08/13 14:36:34 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 14:37:05 - mmengine - INFO - Epoch(train) [22][1200/3757] lr: 6.5337e-02 eta: 3 days, 5:20:27 time: 0.3146 data_time: 0.0155 memory: 9201 grad_norm: 2.4507 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3127 loss: 3.3127 2022/08/13 14:37:36 - mmengine - INFO - Epoch(train) [22][1300/3757] lr: 6.5406e-02 eta: 3 days, 5:19:56 time: 0.3157 data_time: 0.0173 memory: 9201 grad_norm: 2.3879 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1876 loss: 3.1876 2022/08/13 14:38:08 - mmengine - INFO - Epoch(train) [22][1400/3757] lr: 6.5475e-02 eta: 3 days, 5:19:25 time: 0.3152 data_time: 0.0167 memory: 9201 grad_norm: 2.4103 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1558 loss: 3.1558 2022/08/13 14:38:40 - mmengine - INFO - Epoch(train) [22][1500/3757] lr: 6.5544e-02 eta: 3 days, 5:18:54 time: 0.3174 data_time: 0.0176 memory: 9201 grad_norm: 2.4509 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0916 loss: 3.0916 2022/08/13 14:39:12 - mmengine - INFO - Epoch(train) [22][1600/3757] lr: 6.5614e-02 eta: 3 days, 5:18:28 time: 0.3163 data_time: 0.0174 memory: 9201 grad_norm: 2.3435 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2562 loss: 3.2562 2022/08/13 14:39:43 - mmengine - INFO - Epoch(train) [22][1700/3757] lr: 6.5683e-02 eta: 3 days, 5:17:56 time: 0.3156 data_time: 0.0168 memory: 9201 grad_norm: 2.4067 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.1882 loss: 3.1882 2022/08/13 14:40:15 - mmengine - INFO - Epoch(train) [22][1800/3757] lr: 6.5752e-02 eta: 3 days, 5:17:26 time: 0.3163 data_time: 0.0169 memory: 9201 grad_norm: 2.3996 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3319 loss: 3.3319 2022/08/13 14:40:47 - mmengine - INFO - Epoch(train) [22][1900/3757] lr: 6.5822e-02 eta: 3 days, 5:16:55 time: 0.3164 data_time: 0.0169 memory: 9201 grad_norm: 2.4319 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3013 loss: 3.3013 2022/08/13 14:41:18 - mmengine - INFO - Epoch(train) [22][2000/3757] lr: 6.5891e-02 eta: 3 days, 5:16:24 time: 0.3168 data_time: 0.0184 memory: 9201 grad_norm: 2.3702 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.1524 loss: 3.1524 2022/08/13 14:41:50 - mmengine - INFO - Epoch(train) [22][2100/3757] lr: 6.5960e-02 eta: 3 days, 5:15:54 time: 0.3171 data_time: 0.0176 memory: 9201 grad_norm: 2.4467 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3835 loss: 3.3835 2022/08/13 14:41:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 14:42:22 - mmengine - INFO - Epoch(train) [22][2200/3757] lr: 6.6029e-02 eta: 3 days, 5:15:23 time: 0.3164 data_time: 0.0166 memory: 9201 grad_norm: 2.3856 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0449 loss: 3.0449 2022/08/13 14:42:54 - mmengine - INFO - Epoch(train) [22][2300/3757] lr: 6.6099e-02 eta: 3 days, 5:14:52 time: 0.3149 data_time: 0.0165 memory: 9201 grad_norm: 2.3262 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1575 loss: 3.1575 2022/08/13 14:43:25 - mmengine - INFO - Epoch(train) [22][2400/3757] lr: 6.6168e-02 eta: 3 days, 5:14:23 time: 0.3188 data_time: 0.0168 memory: 9201 grad_norm: 2.3576 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.2471 loss: 3.2471 2022/08/13 14:43:57 - mmengine - INFO - Epoch(train) [22][2500/3757] lr: 6.6237e-02 eta: 3 days, 5:13:53 time: 0.3193 data_time: 0.0183 memory: 9201 grad_norm: 2.4539 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3059 loss: 3.3059 2022/08/13 14:44:29 - mmengine - INFO - Epoch(train) [22][2600/3757] lr: 6.6307e-02 eta: 3 days, 5:13:22 time: 0.3168 data_time: 0.0174 memory: 9201 grad_norm: 2.3587 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2893 loss: 3.2893 2022/08/13 14:45:00 - mmengine - INFO - Epoch(train) [22][2700/3757] lr: 6.6376e-02 eta: 3 days, 5:12:51 time: 0.3159 data_time: 0.0177 memory: 9201 grad_norm: 2.4694 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4919 loss: 3.4919 2022/08/13 14:45:32 - mmengine - INFO - Epoch(train) [22][2800/3757] lr: 6.6445e-02 eta: 3 days, 5:12:20 time: 0.3142 data_time: 0.0162 memory: 9201 grad_norm: 2.3748 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2066 loss: 3.2066 2022/08/13 14:46:04 - mmengine - INFO - Epoch(train) [22][2900/3757] lr: 6.6515e-02 eta: 3 days, 5:11:49 time: 0.3144 data_time: 0.0156 memory: 9201 grad_norm: 2.3811 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1674 loss: 3.1674 2022/08/13 14:46:35 - mmengine - INFO - Epoch(train) [22][3000/3757] lr: 6.6584e-02 eta: 3 days, 5:11:18 time: 0.3179 data_time: 0.0178 memory: 9201 grad_norm: 2.4186 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.3016 loss: 3.3016 2022/08/13 14:47:07 - mmengine - INFO - Epoch(train) [22][3100/3757] lr: 6.6653e-02 eta: 3 days, 5:10:47 time: 0.3148 data_time: 0.0163 memory: 9201 grad_norm: 2.3968 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2324 loss: 3.2324 2022/08/13 14:47:08 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 14:47:39 - mmengine - INFO - Epoch(train) [22][3200/3757] lr: 6.6722e-02 eta: 3 days, 5:10:16 time: 0.3169 data_time: 0.0181 memory: 9201 grad_norm: 2.4570 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.5939 loss: 3.5939 2022/08/13 14:48:10 - mmengine - INFO - Epoch(train) [22][3300/3757] lr: 6.6792e-02 eta: 3 days, 5:09:45 time: 0.3152 data_time: 0.0167 memory: 9201 grad_norm: 2.4159 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1382 loss: 3.1382 2022/08/13 14:48:42 - mmengine - INFO - Epoch(train) [22][3400/3757] lr: 6.6861e-02 eta: 3 days, 5:09:13 time: 0.3167 data_time: 0.0173 memory: 9201 grad_norm: 2.3966 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3005 loss: 3.3005 2022/08/13 14:49:14 - mmengine - INFO - Epoch(train) [22][3500/3757] lr: 6.6930e-02 eta: 3 days, 5:08:42 time: 0.3144 data_time: 0.0176 memory: 9201 grad_norm: 2.3880 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9274 loss: 2.9274 2022/08/13 14:49:45 - mmengine - INFO - Epoch(train) [22][3600/3757] lr: 6.7000e-02 eta: 3 days, 5:08:12 time: 0.3195 data_time: 0.0166 memory: 9201 grad_norm: 2.4127 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1052 loss: 3.1052 2022/08/13 14:50:17 - mmengine - INFO - Epoch(train) [22][3700/3757] lr: 6.7069e-02 eta: 3 days, 5:07:41 time: 0.3160 data_time: 0.0174 memory: 9201 grad_norm: 2.4224 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0621 loss: 3.0621 2022/08/13 14:50:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 14:50:35 - mmengine - INFO - Epoch(train) [22][3757/3757] lr: 6.7108e-02 eta: 3 days, 5:07:31 time: 0.2991 data_time: 0.0150 memory: 9201 grad_norm: 2.4677 top1_acc: 0.1429 top5_acc: 0.2857 loss_cls: 3.2981 loss: 3.2981 2022/08/13 14:51:09 - mmengine - INFO - Epoch(train) [23][100/3757] lr: 6.7068e-02 eta: 3 days, 5:06:19 time: 0.3158 data_time: 0.0173 memory: 9201 grad_norm: 2.4375 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.1813 loss: 3.1813 2022/08/13 14:51:40 - mmengine - INFO - Epoch(train) [23][200/3757] lr: 6.7138e-02 eta: 3 days, 5:05:48 time: 0.3161 data_time: 0.0172 memory: 9201 grad_norm: 2.4086 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3131 loss: 3.3131 2022/08/13 14:52:12 - mmengine - INFO - Epoch(train) [23][300/3757] lr: 6.7207e-02 eta: 3 days, 5:05:17 time: 0.3147 data_time: 0.0167 memory: 9201 grad_norm: 2.2821 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2376 loss: 3.2376 2022/08/13 14:52:27 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 14:52:44 - mmengine - INFO - Epoch(train) [23][400/3757] lr: 6.7276e-02 eta: 3 days, 5:04:46 time: 0.3150 data_time: 0.0168 memory: 9201 grad_norm: 2.4392 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.2268 loss: 3.2268 2022/08/13 14:53:16 - mmengine - INFO - Epoch(train) [23][500/3757] lr: 6.7345e-02 eta: 3 days, 5:04:17 time: 0.3143 data_time: 0.0155 memory: 9201 grad_norm: 2.3603 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0933 loss: 3.0933 2022/08/13 14:53:47 - mmengine - INFO - Epoch(train) [23][600/3757] lr: 6.7414e-02 eta: 3 days, 5:03:48 time: 0.3256 data_time: 0.0176 memory: 9201 grad_norm: 2.3412 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3866 loss: 3.3866 2022/08/13 14:54:19 - mmengine - INFO - Epoch(train) [23][700/3757] lr: 6.7483e-02 eta: 3 days, 5:03:17 time: 0.3153 data_time: 0.0167 memory: 9201 grad_norm: 2.4390 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.1124 loss: 3.1124 2022/08/13 14:54:51 - mmengine - INFO - Epoch(train) [23][800/3757] lr: 6.7553e-02 eta: 3 days, 5:02:46 time: 0.3188 data_time: 0.0177 memory: 9201 grad_norm: 2.4235 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0622 loss: 3.0622 2022/08/13 14:55:23 - mmengine - INFO - Epoch(train) [23][900/3757] lr: 6.7622e-02 eta: 3 days, 5:02:17 time: 0.3161 data_time: 0.0187 memory: 9201 grad_norm: 2.3777 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2062 loss: 3.2062 2022/08/13 14:55:54 - mmengine - INFO - Epoch(train) [23][1000/3757] lr: 6.7691e-02 eta: 3 days, 5:01:45 time: 0.3158 data_time: 0.0169 memory: 9201 grad_norm: 2.4034 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3933 loss: 3.3933 2022/08/13 14:56:26 - mmengine - INFO - Epoch(train) [23][1100/3757] lr: 6.7760e-02 eta: 3 days, 5:01:14 time: 0.3150 data_time: 0.0166 memory: 9201 grad_norm: 2.3527 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.1441 loss: 3.1441 2022/08/13 14:56:58 - mmengine - INFO - Epoch(train) [23][1200/3757] lr: 6.7829e-02 eta: 3 days, 5:00:45 time: 0.3193 data_time: 0.0176 memory: 9201 grad_norm: 2.3750 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4678 loss: 3.4678 2022/08/13 14:57:29 - mmengine - INFO - Epoch(train) [23][1300/3757] lr: 6.7899e-02 eta: 3 days, 5:00:14 time: 0.3201 data_time: 0.0168 memory: 9201 grad_norm: 2.3567 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2496 loss: 3.2496 2022/08/13 14:57:44 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 14:58:01 - mmengine - INFO - Epoch(train) [23][1400/3757] lr: 6.7968e-02 eta: 3 days, 4:59:44 time: 0.3197 data_time: 0.0178 memory: 9201 grad_norm: 2.3454 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2032 loss: 3.2032 2022/08/13 14:58:33 - mmengine - INFO - Epoch(train) [23][1500/3757] lr: 6.8037e-02 eta: 3 days, 4:59:13 time: 0.3147 data_time: 0.0172 memory: 9201 grad_norm: 2.3270 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3662 loss: 3.3662 2022/08/13 14:59:05 - mmengine - INFO - Epoch(train) [23][1600/3757] lr: 6.8106e-02 eta: 3 days, 4:58:42 time: 0.3140 data_time: 0.0157 memory: 9201 grad_norm: 2.3798 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2954 loss: 3.2954 2022/08/13 14:59:36 - mmengine - INFO - Epoch(train) [23][1700/3757] lr: 6.8175e-02 eta: 3 days, 4:58:10 time: 0.3160 data_time: 0.0179 memory: 9201 grad_norm: 2.4600 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.8733 loss: 3.8733 2022/08/13 15:00:08 - mmengine - INFO - Epoch(train) [23][1800/3757] lr: 6.8244e-02 eta: 3 days, 4:57:40 time: 0.3153 data_time: 0.0170 memory: 9201 grad_norm: 2.4311 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0819 loss: 3.0819 2022/08/13 15:00:40 - mmengine - INFO - Epoch(train) [23][1900/3757] lr: 6.8314e-02 eta: 3 days, 4:57:10 time: 0.3158 data_time: 0.0179 memory: 9201 grad_norm: 2.3455 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2930 loss: 3.2930 2022/08/13 15:01:11 - mmengine - INFO - Epoch(train) [23][2000/3757] lr: 6.8383e-02 eta: 3 days, 4:56:39 time: 0.3152 data_time: 0.0164 memory: 9201 grad_norm: 2.3599 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.2010 loss: 3.2010 2022/08/13 15:01:43 - mmengine - INFO - Epoch(train) [23][2100/3757] lr: 6.8452e-02 eta: 3 days, 4:56:08 time: 0.3139 data_time: 0.0165 memory: 9201 grad_norm: 2.4817 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2806 loss: 3.2806 2022/08/13 15:02:15 - mmengine - INFO - Epoch(train) [23][2200/3757] lr: 6.8521e-02 eta: 3 days, 4:55:36 time: 0.3150 data_time: 0.0166 memory: 9201 grad_norm: 2.4393 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2657 loss: 3.2657 2022/08/13 15:02:46 - mmengine - INFO - Epoch(train) [23][2300/3757] lr: 6.8590e-02 eta: 3 days, 4:55:05 time: 0.3156 data_time: 0.0173 memory: 9201 grad_norm: 2.3737 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2705 loss: 3.2705 2022/08/13 15:03:01 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 15:03:18 - mmengine - INFO - Epoch(train) [23][2400/3757] lr: 6.8660e-02 eta: 3 days, 4:54:35 time: 0.3176 data_time: 0.0168 memory: 9201 grad_norm: 2.3773 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.2660 loss: 3.2660 2022/08/13 15:03:50 - mmengine - INFO - Epoch(train) [23][2500/3757] lr: 6.8729e-02 eta: 3 days, 4:54:05 time: 0.3160 data_time: 0.0176 memory: 9201 grad_norm: 2.3784 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4876 loss: 3.4876 2022/08/13 15:04:22 - mmengine - INFO - Epoch(train) [23][2600/3757] lr: 6.8798e-02 eta: 3 days, 4:53:37 time: 0.3174 data_time: 0.0172 memory: 9201 grad_norm: 2.4305 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.2193 loss: 3.2193 2022/08/13 15:04:53 - mmengine - INFO - Epoch(train) [23][2700/3757] lr: 6.8867e-02 eta: 3 days, 4:53:06 time: 0.3152 data_time: 0.0153 memory: 9201 grad_norm: 2.3813 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0114 loss: 3.0114 2022/08/13 15:05:25 - mmengine - INFO - Epoch(train) [23][2800/3757] lr: 6.8936e-02 eta: 3 days, 4:52:35 time: 0.3152 data_time: 0.0166 memory: 9201 grad_norm: 2.3590 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3645 loss: 3.3645 2022/08/13 15:05:57 - mmengine - INFO - Epoch(train) [23][2900/3757] lr: 6.9005e-02 eta: 3 days, 4:52:04 time: 0.3154 data_time: 0.0169 memory: 9201 grad_norm: 2.3911 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2273 loss: 3.2273 2022/08/13 15:06:29 - mmengine - INFO - Epoch(train) [23][3000/3757] lr: 6.9075e-02 eta: 3 days, 4:51:34 time: 0.3151 data_time: 0.0171 memory: 9201 grad_norm: 2.3577 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1319 loss: 3.1319 2022/08/13 15:07:00 - mmengine - INFO - Epoch(train) [23][3100/3757] lr: 6.9144e-02 eta: 3 days, 4:51:03 time: 0.3170 data_time: 0.0177 memory: 9201 grad_norm: 2.3206 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6059 loss: 3.6059 2022/08/13 15:07:32 - mmengine - INFO - Epoch(train) [23][3200/3757] lr: 6.9213e-02 eta: 3 days, 4:50:32 time: 0.3169 data_time: 0.0169 memory: 9201 grad_norm: 2.3830 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1342 loss: 3.1342 2022/08/13 15:08:04 - mmengine - INFO - Epoch(train) [23][3300/3757] lr: 6.9282e-02 eta: 3 days, 4:50:01 time: 0.3142 data_time: 0.0160 memory: 9201 grad_norm: 2.3517 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.4431 loss: 3.4431 2022/08/13 15:08:18 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 15:08:35 - mmengine - INFO - Epoch(train) [23][3400/3757] lr: 6.9351e-02 eta: 3 days, 4:49:31 time: 0.3149 data_time: 0.0159 memory: 9201 grad_norm: 2.3964 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0363 loss: 3.0363 2022/08/13 15:09:07 - mmengine - INFO - Epoch(train) [23][3500/3757] lr: 6.9421e-02 eta: 3 days, 4:49:02 time: 0.3157 data_time: 0.0191 memory: 9201 grad_norm: 2.3881 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.3368 loss: 3.3368 2022/08/13 15:09:39 - mmengine - INFO - Epoch(train) [23][3600/3757] lr: 6.9490e-02 eta: 3 days, 4:48:32 time: 0.3190 data_time: 0.0170 memory: 9201 grad_norm: 2.3918 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1919 loss: 3.1919 2022/08/13 15:10:11 - mmengine - INFO - Epoch(train) [23][3700/3757] lr: 6.9559e-02 eta: 3 days, 4:48:01 time: 0.3146 data_time: 0.0157 memory: 9201 grad_norm: 2.3741 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3159 loss: 3.3159 2022/08/13 15:10:28 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 15:10:28 - mmengine - INFO - Epoch(train) [23][3757/3757] lr: 6.9598e-02 eta: 3 days, 4:47:49 time: 0.3026 data_time: 0.0157 memory: 9201 grad_norm: 2.3785 top1_acc: 0.2857 top5_acc: 0.7143 loss_cls: 3.3106 loss: 3.3106 2022/08/13 15:11:02 - mmengine - INFO - Epoch(train) [24][100/3757] lr: 6.9549e-02 eta: 3 days, 4:46:39 time: 0.3157 data_time: 0.0179 memory: 9201 grad_norm: 2.3886 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2632 loss: 3.2632 2022/08/13 15:11:34 - mmengine - INFO - Epoch(train) [24][200/3757] lr: 6.9618e-02 eta: 3 days, 4:46:08 time: 0.3152 data_time: 0.0165 memory: 9201 grad_norm: 2.3667 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2764 loss: 3.2764 2022/08/13 15:12:06 - mmengine - INFO - Epoch(train) [24][300/3757] lr: 6.9687e-02 eta: 3 days, 4:45:38 time: 0.3161 data_time: 0.0165 memory: 9201 grad_norm: 2.3754 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4661 loss: 3.4661 2022/08/13 15:12:37 - mmengine - INFO - Epoch(train) [24][400/3757] lr: 6.9756e-02 eta: 3 days, 4:45:07 time: 0.3155 data_time: 0.0164 memory: 9201 grad_norm: 2.3779 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2743 loss: 3.2743 2022/08/13 15:13:09 - mmengine - INFO - Epoch(train) [24][500/3757] lr: 6.9825e-02 eta: 3 days, 4:44:36 time: 0.3151 data_time: 0.0166 memory: 9201 grad_norm: 2.3755 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2451 loss: 3.2451 2022/08/13 15:13:37 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 15:13:41 - mmengine - INFO - Epoch(train) [24][600/3757] lr: 6.9894e-02 eta: 3 days, 4:44:06 time: 0.3189 data_time: 0.0167 memory: 9201 grad_norm: 2.3936 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2424 loss: 3.2424 2022/08/13 15:14:12 - mmengine - INFO - Epoch(train) [24][700/3757] lr: 6.9963e-02 eta: 3 days, 4:43:34 time: 0.3164 data_time: 0.0168 memory: 9201 grad_norm: 2.3628 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1206 loss: 3.1206 2022/08/13 15:14:44 - mmengine - INFO - Epoch(train) [24][800/3757] lr: 7.0032e-02 eta: 3 days, 4:43:03 time: 0.3165 data_time: 0.0181 memory: 9201 grad_norm: 2.3829 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1901 loss: 3.1901 2022/08/13 15:15:16 - mmengine - INFO - Epoch(train) [24][900/3757] lr: 7.0101e-02 eta: 3 days, 4:42:32 time: 0.3156 data_time: 0.0161 memory: 9201 grad_norm: 2.4151 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3356 loss: 3.3356 2022/08/13 15:15:47 - mmengine - INFO - Epoch(train) [24][1000/3757] lr: 7.0170e-02 eta: 3 days, 4:42:01 time: 0.3148 data_time: 0.0161 memory: 9201 grad_norm: 2.3833 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.2445 loss: 3.2445 2022/08/13 15:16:19 - mmengine - INFO - Epoch(train) [24][1100/3757] lr: 7.0239e-02 eta: 3 days, 4:41:30 time: 0.3156 data_time: 0.0171 memory: 9201 grad_norm: 2.3564 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.3275 loss: 3.3275 2022/08/13 15:16:51 - mmengine - INFO - Epoch(train) [24][1200/3757] lr: 7.0309e-02 eta: 3 days, 4:40:59 time: 0.3148 data_time: 0.0163 memory: 9201 grad_norm: 2.4002 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0543 loss: 3.0543 2022/08/13 15:17:22 - mmengine - INFO - Epoch(train) [24][1300/3757] lr: 7.0378e-02 eta: 3 days, 4:40:28 time: 0.3157 data_time: 0.0168 memory: 9201 grad_norm: 2.3705 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3892 loss: 3.3892 2022/08/13 15:17:54 - mmengine - INFO - Epoch(train) [24][1400/3757] lr: 7.0447e-02 eta: 3 days, 4:39:56 time: 0.3154 data_time: 0.0169 memory: 9201 grad_norm: 2.3362 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1699 loss: 3.1699 2022/08/13 15:18:26 - mmengine - INFO - Epoch(train) [24][1500/3757] lr: 7.0516e-02 eta: 3 days, 4:39:25 time: 0.3145 data_time: 0.0164 memory: 9201 grad_norm: 2.4139 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2593 loss: 3.2593 2022/08/13 15:18:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 15:18:57 - mmengine - INFO - Epoch(train) [24][1600/3757] lr: 7.0585e-02 eta: 3 days, 4:38:53 time: 0.3144 data_time: 0.0170 memory: 9201 grad_norm: 2.4394 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.3661 loss: 3.3661 2022/08/13 15:19:29 - mmengine - INFO - Epoch(train) [24][1700/3757] lr: 7.0654e-02 eta: 3 days, 4:38:23 time: 0.3159 data_time: 0.0162 memory: 9201 grad_norm: 2.3509 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1331 loss: 3.1331 2022/08/13 15:20:01 - mmengine - INFO - Epoch(train) [24][1800/3757] lr: 7.0723e-02 eta: 3 days, 4:37:52 time: 0.3152 data_time: 0.0174 memory: 9201 grad_norm: 2.4066 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5530 loss: 3.5530 2022/08/13 15:20:33 - mmengine - INFO - Epoch(train) [24][1900/3757] lr: 7.0792e-02 eta: 3 days, 4:37:22 time: 0.3147 data_time: 0.0163 memory: 9201 grad_norm: 2.3066 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3256 loss: 3.3256 2022/08/13 15:21:04 - mmengine - INFO - Epoch(train) [24][2000/3757] lr: 7.0861e-02 eta: 3 days, 4:36:51 time: 0.3170 data_time: 0.0176 memory: 9201 grad_norm: 2.3031 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.1834 loss: 3.1834 2022/08/13 15:21:36 - mmengine - INFO - Epoch(train) [24][2100/3757] lr: 7.0930e-02 eta: 3 days, 4:36:21 time: 0.3161 data_time: 0.0170 memory: 9201 grad_norm: 2.3690 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.3943 loss: 3.3943 2022/08/13 15:22:08 - mmengine - INFO - Epoch(train) [24][2200/3757] lr: 7.0999e-02 eta: 3 days, 4:35:51 time: 0.3152 data_time: 0.0163 memory: 9201 grad_norm: 2.3701 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2728 loss: 3.2728 2022/08/13 15:22:39 - mmengine - INFO - Epoch(train) [24][2300/3757] lr: 7.1068e-02 eta: 3 days, 4:35:20 time: 0.3146 data_time: 0.0160 memory: 9201 grad_norm: 2.4148 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2250 loss: 3.2250 2022/08/13 15:23:11 - mmengine - INFO - Epoch(train) [24][2400/3757] lr: 7.1137e-02 eta: 3 days, 4:34:50 time: 0.3169 data_time: 0.0164 memory: 9201 grad_norm: 2.3389 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2800 loss: 3.2800 2022/08/13 15:23:43 - mmengine - INFO - Epoch(train) [24][2500/3757] lr: 7.1206e-02 eta: 3 days, 4:34:21 time: 0.3222 data_time: 0.0162 memory: 9201 grad_norm: 2.3405 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.1534 loss: 3.1534 2022/08/13 15:24:11 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 15:24:15 - mmengine - INFO - Epoch(train) [24][2600/3757] lr: 7.1275e-02 eta: 3 days, 4:33:50 time: 0.3164 data_time: 0.0169 memory: 9201 grad_norm: 2.4052 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1408 loss: 3.1408 2022/08/13 15:24:46 - mmengine - INFO - Epoch(train) [24][2700/3757] lr: 7.1344e-02 eta: 3 days, 4:33:20 time: 0.3155 data_time: 0.0168 memory: 9201 grad_norm: 2.3450 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1433 loss: 3.1433 2022/08/13 15:25:18 - mmengine - INFO - Epoch(train) [24][2800/3757] lr: 7.1414e-02 eta: 3 days, 4:32:49 time: 0.3151 data_time: 0.0163 memory: 9201 grad_norm: 2.3867 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2921 loss: 3.2921 2022/08/13 15:25:50 - mmengine - INFO - Epoch(train) [24][2900/3757] lr: 7.1483e-02 eta: 3 days, 4:32:18 time: 0.3153 data_time: 0.0168 memory: 9201 grad_norm: 2.3414 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4536 loss: 3.4536 2022/08/13 15:26:22 - mmengine - INFO - Epoch(train) [24][3000/3757] lr: 7.1552e-02 eta: 3 days, 4:31:47 time: 0.3180 data_time: 0.0173 memory: 9201 grad_norm: 2.2861 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3388 loss: 3.3388 2022/08/13 15:26:53 - mmengine - INFO - Epoch(train) [24][3100/3757] lr: 7.1621e-02 eta: 3 days, 4:31:16 time: 0.3162 data_time: 0.0169 memory: 9201 grad_norm: 2.3023 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1681 loss: 3.1681 2022/08/13 15:27:25 - mmengine - INFO - Epoch(train) [24][3200/3757] lr: 7.1690e-02 eta: 3 days, 4:30:47 time: 0.3231 data_time: 0.0182 memory: 9201 grad_norm: 2.3038 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4426 loss: 3.4426 2022/08/13 15:27:57 - mmengine - INFO - Epoch(train) [24][3300/3757] lr: 7.1759e-02 eta: 3 days, 4:30:16 time: 0.3153 data_time: 0.0170 memory: 9201 grad_norm: 2.4284 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0729 loss: 3.0729 2022/08/13 15:28:29 - mmengine - INFO - Epoch(train) [24][3400/3757] lr: 7.1828e-02 eta: 3 days, 4:29:46 time: 0.3154 data_time: 0.0160 memory: 9201 grad_norm: 2.3467 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3208 loss: 3.3208 2022/08/13 15:29:00 - mmengine - INFO - Epoch(train) [24][3500/3757] lr: 7.1897e-02 eta: 3 days, 4:29:16 time: 0.3177 data_time: 0.0173 memory: 9201 grad_norm: 2.3050 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3171 loss: 3.3171 2022/08/13 15:29:29 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 15:29:32 - mmengine - INFO - Epoch(train) [24][3600/3757] lr: 7.1966e-02 eta: 3 days, 4:28:46 time: 0.3160 data_time: 0.0179 memory: 9201 grad_norm: 2.3189 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.2925 loss: 3.2925 2022/08/13 15:30:04 - mmengine - INFO - Epoch(train) [24][3700/3757] lr: 7.2035e-02 eta: 3 days, 4:28:16 time: 0.3154 data_time: 0.0171 memory: 9201 grad_norm: 2.3645 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1242 loss: 3.1242 2022/08/13 15:30:22 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 15:30:22 - mmengine - INFO - Epoch(train) [24][3757/3757] lr: 7.2074e-02 eta: 3 days, 4:28:04 time: 0.3030 data_time: 0.0161 memory: 9201 grad_norm: 2.3356 top1_acc: 0.2857 top5_acc: 0.7143 loss_cls: 3.1317 loss: 3.1317 2022/08/13 15:30:22 - mmengine - INFO - Saving checkpoint at 24 epochs 2022/08/13 15:30:57 - mmengine - INFO - Epoch(train) [25][100/3757] lr: 7.2015e-02 eta: 3 days, 4:26:47 time: 0.3144 data_time: 0.0157 memory: 9201 grad_norm: 2.2976 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2054 loss: 3.2054 2022/08/13 15:31:29 - mmengine - INFO - Epoch(train) [25][200/3757] lr: 7.2084e-02 eta: 3 days, 4:26:15 time: 0.3153 data_time: 0.0165 memory: 9201 grad_norm: 2.2920 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1267 loss: 3.1267 2022/08/13 15:32:00 - mmengine - INFO - Epoch(train) [25][300/3757] lr: 7.2153e-02 eta: 3 days, 4:25:45 time: 0.3167 data_time: 0.0178 memory: 9201 grad_norm: 2.3586 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.3176 loss: 3.3176 2022/08/13 15:32:32 - mmengine - INFO - Epoch(train) [25][400/3757] lr: 7.2222e-02 eta: 3 days, 4:25:14 time: 0.3174 data_time: 0.0177 memory: 9201 grad_norm: 2.3645 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0225 loss: 3.0225 2022/08/13 15:33:04 - mmengine - INFO - Epoch(train) [25][500/3757] lr: 7.2291e-02 eta: 3 days, 4:24:43 time: 0.3158 data_time: 0.0168 memory: 9201 grad_norm: 2.2823 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1911 loss: 3.1911 2022/08/13 15:33:36 - mmengine - INFO - Epoch(train) [25][600/3757] lr: 7.2360e-02 eta: 3 days, 4:24:13 time: 0.3171 data_time: 0.0167 memory: 9201 grad_norm: 2.3955 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4421 loss: 3.4421 2022/08/13 15:34:07 - mmengine - INFO - Epoch(train) [25][700/3757] lr: 7.2429e-02 eta: 3 days, 4:23:42 time: 0.3143 data_time: 0.0157 memory: 9201 grad_norm: 2.3469 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2056 loss: 3.2056 2022/08/13 15:34:39 - mmengine - INFO - Epoch(train) [25][800/3757] lr: 7.2498e-02 eta: 3 days, 4:23:11 time: 0.3160 data_time: 0.0170 memory: 9201 grad_norm: 2.3745 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1455 loss: 3.1455 2022/08/13 15:34:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 15:35:11 - mmengine - INFO - Epoch(train) [25][900/3757] lr: 7.2567e-02 eta: 3 days, 4:22:41 time: 0.3162 data_time: 0.0175 memory: 9201 grad_norm: 2.3370 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3115 loss: 3.3115 2022/08/13 15:35:42 - mmengine - INFO - Epoch(train) [25][1000/3757] lr: 7.2636e-02 eta: 3 days, 4:22:09 time: 0.3160 data_time: 0.0176 memory: 9201 grad_norm: 2.3554 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0793 loss: 3.0793 2022/08/13 15:36:14 - mmengine - INFO - Epoch(train) [25][1100/3757] lr: 7.2704e-02 eta: 3 days, 4:21:38 time: 0.3169 data_time: 0.0159 memory: 9201 grad_norm: 2.3420 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2765 loss: 3.2765 2022/08/13 15:36:46 - mmengine - INFO - Epoch(train) [25][1200/3757] lr: 7.2773e-02 eta: 3 days, 4:21:07 time: 0.3171 data_time: 0.0173 memory: 9201 grad_norm: 2.3863 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2089 loss: 3.2089 2022/08/13 15:37:17 - mmengine - INFO - Epoch(train) [25][1300/3757] lr: 7.2842e-02 eta: 3 days, 4:20:37 time: 0.3167 data_time: 0.0169 memory: 9201 grad_norm: 2.3638 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3968 loss: 3.3968 2022/08/13 15:37:49 - mmengine - INFO - Epoch(train) [25][1400/3757] lr: 7.2911e-02 eta: 3 days, 4:20:06 time: 0.3158 data_time: 0.0173 memory: 9201 grad_norm: 2.3067 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1415 loss: 3.1415 2022/08/13 15:38:21 - mmengine - INFO - Epoch(train) [25][1500/3757] lr: 7.2980e-02 eta: 3 days, 4:19:36 time: 0.3176 data_time: 0.0178 memory: 9201 grad_norm: 2.3290 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4377 loss: 3.4377 2022/08/13 15:38:53 - mmengine - INFO - Epoch(train) [25][1600/3757] lr: 7.3049e-02 eta: 3 days, 4:19:06 time: 0.3171 data_time: 0.0178 memory: 9201 grad_norm: 2.4286 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2845 loss: 3.2845 2022/08/13 15:39:24 - mmengine - INFO - Epoch(train) [25][1700/3757] lr: 7.3118e-02 eta: 3 days, 4:18:35 time: 0.3162 data_time: 0.0175 memory: 9201 grad_norm: 2.4042 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.4843 loss: 3.4843 2022/08/13 15:39:56 - mmengine - INFO - Epoch(train) [25][1800/3757] lr: 7.3187e-02 eta: 3 days, 4:18:04 time: 0.3157 data_time: 0.0175 memory: 9201 grad_norm: 2.4202 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0462 loss: 3.0462 2022/08/13 15:40:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 15:40:28 - mmengine - INFO - Epoch(train) [25][1900/3757] lr: 7.3256e-02 eta: 3 days, 4:17:33 time: 0.3164 data_time: 0.0168 memory: 9201 grad_norm: 2.3659 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 2.9376 loss: 2.9376 2022/08/13 15:40:59 - mmengine - INFO - Epoch(train) [25][2000/3757] lr: 7.3325e-02 eta: 3 days, 4:17:02 time: 0.3145 data_time: 0.0160 memory: 9201 grad_norm: 2.3962 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.5208 loss: 3.5208 2022/08/13 15:41:31 - mmengine - INFO - Epoch(train) [25][2100/3757] lr: 7.3394e-02 eta: 3 days, 4:16:32 time: 0.3163 data_time: 0.0173 memory: 9201 grad_norm: 2.3744 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1812 loss: 3.1812 2022/08/13 15:42:03 - mmengine - INFO - Epoch(train) [25][2200/3757] lr: 7.3463e-02 eta: 3 days, 4:16:01 time: 0.3159 data_time: 0.0187 memory: 9201 grad_norm: 2.3080 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0030 loss: 3.0030 2022/08/13 15:42:35 - mmengine - INFO - Epoch(train) [25][2300/3757] lr: 7.3532e-02 eta: 3 days, 4:15:30 time: 0.3184 data_time: 0.0178 memory: 9201 grad_norm: 2.3447 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3294 loss: 3.3294 2022/08/13 15:43:06 - mmengine - INFO - Epoch(train) [25][2400/3757] lr: 7.3601e-02 eta: 3 days, 4:14:59 time: 0.3177 data_time: 0.0171 memory: 9201 grad_norm: 2.3552 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5183 loss: 3.5183 2022/08/13 15:43:38 - mmengine - INFO - Epoch(train) [25][2500/3757] lr: 7.3670e-02 eta: 3 days, 4:14:28 time: 0.3154 data_time: 0.0157 memory: 9201 grad_norm: 2.3177 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3485 loss: 3.3485 2022/08/13 15:44:10 - mmengine - INFO - Epoch(train) [25][2600/3757] lr: 7.3739e-02 eta: 3 days, 4:13:57 time: 0.3146 data_time: 0.0157 memory: 9201 grad_norm: 2.3528 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1949 loss: 3.1949 2022/08/13 15:44:41 - mmengine - INFO - Epoch(train) [25][2700/3757] lr: 7.3808e-02 eta: 3 days, 4:13:26 time: 0.3165 data_time: 0.0162 memory: 9201 grad_norm: 2.3960 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.4777 loss: 3.4777 2022/08/13 15:45:13 - mmengine - INFO - Epoch(train) [25][2800/3757] lr: 7.3876e-02 eta: 3 days, 4:12:55 time: 0.3148 data_time: 0.0167 memory: 9201 grad_norm: 2.2771 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1764 loss: 3.1764 2022/08/13 15:45:23 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 15:45:45 - mmengine - INFO - Epoch(train) [25][2900/3757] lr: 7.3945e-02 eta: 3 days, 4:12:24 time: 0.3170 data_time: 0.0172 memory: 9201 grad_norm: 2.3662 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1233 loss: 3.1233 2022/08/13 15:46:16 - mmengine - INFO - Epoch(train) [25][3000/3757] lr: 7.4014e-02 eta: 3 days, 4:11:53 time: 0.3183 data_time: 0.0180 memory: 9201 grad_norm: 2.3727 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4369 loss: 3.4369 2022/08/13 15:46:48 - mmengine - INFO - Epoch(train) [25][3100/3757] lr: 7.4083e-02 eta: 3 days, 4:11:23 time: 0.3175 data_time: 0.0176 memory: 9201 grad_norm: 2.2693 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2333 loss: 3.2333 2022/08/13 15:47:20 - mmengine - INFO - Epoch(train) [25][3200/3757] lr: 7.4152e-02 eta: 3 days, 4:10:52 time: 0.3130 data_time: 0.0157 memory: 9201 grad_norm: 2.3724 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2679 loss: 3.2679 2022/08/13 15:47:52 - mmengine - INFO - Epoch(train) [25][3300/3757] lr: 7.4221e-02 eta: 3 days, 4:10:23 time: 0.3186 data_time: 0.0187 memory: 9201 grad_norm: 2.4178 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5048 loss: 3.5048 2022/08/13 15:48:23 - mmengine - INFO - Epoch(train) [25][3400/3757] lr: 7.4290e-02 eta: 3 days, 4:09:53 time: 0.3163 data_time: 0.0180 memory: 9201 grad_norm: 2.2885 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3651 loss: 3.3651 2022/08/13 15:48:55 - mmengine - INFO - Epoch(train) [25][3500/3757] lr: 7.4359e-02 eta: 3 days, 4:09:22 time: 0.3152 data_time: 0.0177 memory: 9201 grad_norm: 2.3743 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.4887 loss: 3.4887 2022/08/13 15:49:27 - mmengine - INFO - Epoch(train) [25][3600/3757] lr: 7.4428e-02 eta: 3 days, 4:08:52 time: 0.3185 data_time: 0.0178 memory: 9201 grad_norm: 2.4013 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2890 loss: 3.2890 2022/08/13 15:49:59 - mmengine - INFO - Epoch(train) [25][3700/3757] lr: 7.4497e-02 eta: 3 days, 4:08:21 time: 0.3147 data_time: 0.0161 memory: 9201 grad_norm: 2.3537 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.2667 loss: 3.2667 2022/08/13 15:50:16 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 15:50:16 - mmengine - INFO - Epoch(train) [25][3757/3757] lr: 7.4536e-02 eta: 3 days, 4:08:09 time: 0.2993 data_time: 0.0156 memory: 9201 grad_norm: 2.3201 top1_acc: 0.2857 top5_acc: 0.7143 loss_cls: 3.1363 loss: 3.1363 2022/08/13 15:50:38 - mmengine - INFO - Epoch(val) [25][100/310] eta: 0:00:43 time: 0.2079 data_time: 0.0953 memory: 1522 2022/08/13 15:51:00 - mmengine - INFO - Epoch(val) [25][200/310] eta: 0:00:21 time: 0.1934 data_time: 0.0824 memory: 1522 2022/08/13 15:51:21 - mmengine - INFO - Epoch(val) [25][300/310] eta: 0:00:02 time: 0.2146 data_time: 0.1066 memory: 1522 2022/08/13 15:51:25 - mmengine - INFO - Epoch(val) [25][310/310] acc/top1: 0.3658 acc/top5: 0.6490 acc/mean1: 0.3656 2022/08/13 15:51:25 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb/best_acc/top1_epoch_21.pth is removed 2022/08/13 15:51:27 - mmengine - INFO - The best checkpoint with 0.3658 acc/top1 at 26 epoch is saved to best_acc/top1_epoch_26.pth. 2022/08/13 15:51:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 15:51:59 - mmengine - INFO - Epoch(train) [26][100/3757] lr: 7.4467e-02 eta: 3 days, 4:06:54 time: 0.3154 data_time: 0.0170 memory: 9201 grad_norm: 2.3729 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3029 loss: 3.3029 2022/08/13 15:52:31 - mmengine - INFO - Epoch(train) [26][200/3757] lr: 7.4535e-02 eta: 3 days, 4:06:23 time: 0.3144 data_time: 0.0161 memory: 9201 grad_norm: 2.3482 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.3608 loss: 3.3608 2022/08/13 15:53:03 - mmengine - INFO - Epoch(train) [26][300/3757] lr: 7.4604e-02 eta: 3 days, 4:05:55 time: 0.3309 data_time: 0.0166 memory: 9201 grad_norm: 2.3537 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.3238 loss: 3.3238 2022/08/13 15:53:35 - mmengine - INFO - Epoch(train) [26][400/3757] lr: 7.4673e-02 eta: 3 days, 4:05:24 time: 0.3148 data_time: 0.0164 memory: 9201 grad_norm: 2.3397 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1917 loss: 3.1917 2022/08/13 15:54:06 - mmengine - INFO - Epoch(train) [26][500/3757] lr: 7.4742e-02 eta: 3 days, 4:04:53 time: 0.3188 data_time: 0.0178 memory: 9201 grad_norm: 2.2839 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0646 loss: 3.0646 2022/08/13 15:54:38 - mmengine - INFO - Epoch(train) [26][600/3757] lr: 7.4811e-02 eta: 3 days, 4:04:22 time: 0.3164 data_time: 0.0170 memory: 9201 grad_norm: 2.2686 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0059 loss: 3.0059 2022/08/13 15:55:10 - mmengine - INFO - Epoch(train) [26][700/3757] lr: 7.4879e-02 eta: 3 days, 4:03:51 time: 0.3130 data_time: 0.0160 memory: 9201 grad_norm: 2.3236 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1994 loss: 3.1994 2022/08/13 15:55:42 - mmengine - INFO - Epoch(train) [26][800/3757] lr: 7.4948e-02 eta: 3 days, 4:03:20 time: 0.3156 data_time: 0.0164 memory: 9201 grad_norm: 2.3236 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2815 loss: 3.2815 2022/08/13 15:56:13 - mmengine - INFO - Epoch(train) [26][900/3757] lr: 7.5017e-02 eta: 3 days, 4:02:49 time: 0.3153 data_time: 0.0173 memory: 9201 grad_norm: 2.3290 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8825 loss: 2.8825 2022/08/13 15:56:45 - mmengine - INFO - Epoch(train) [26][1000/3757] lr: 7.5086e-02 eta: 3 days, 4:02:18 time: 0.3169 data_time: 0.0181 memory: 9201 grad_norm: 2.2676 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2026 loss: 3.2026 2022/08/13 15:57:09 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 15:57:17 - mmengine - INFO - Epoch(train) [26][1100/3757] lr: 7.5155e-02 eta: 3 days, 4:01:48 time: 0.3159 data_time: 0.0172 memory: 9201 grad_norm: 2.3322 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0057 loss: 3.0057 2022/08/13 15:57:48 - mmengine - INFO - Epoch(train) [26][1200/3757] lr: 7.5224e-02 eta: 3 days, 4:01:18 time: 0.3139 data_time: 0.0166 memory: 9201 grad_norm: 2.3851 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.4158 loss: 3.4158 2022/08/13 15:58:20 - mmengine - INFO - Epoch(train) [26][1300/3757] lr: 7.5292e-02 eta: 3 days, 4:00:47 time: 0.3150 data_time: 0.0168 memory: 9201 grad_norm: 2.2827 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2295 loss: 3.2295 2022/08/13 15:58:52 - mmengine - INFO - Epoch(train) [26][1400/3757] lr: 7.5361e-02 eta: 3 days, 4:00:16 time: 0.3162 data_time: 0.0168 memory: 9201 grad_norm: 2.3899 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1315 loss: 3.1315 2022/08/13 15:59:23 - mmengine - INFO - Epoch(train) [26][1500/3757] lr: 7.5430e-02 eta: 3 days, 3:59:45 time: 0.3169 data_time: 0.0167 memory: 9201 grad_norm: 2.3607 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.1302 loss: 3.1302 2022/08/13 15:59:55 - mmengine - INFO - Epoch(train) [26][1600/3757] lr: 7.5499e-02 eta: 3 days, 3:59:13 time: 0.3138 data_time: 0.0165 memory: 9201 grad_norm: 2.3388 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9032 loss: 2.9032 2022/08/13 16:00:27 - mmengine - INFO - Epoch(train) [26][1700/3757] lr: 7.5568e-02 eta: 3 days, 3:58:43 time: 0.3181 data_time: 0.0181 memory: 9201 grad_norm: 2.3474 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2055 loss: 3.2055 2022/08/13 16:00:58 - mmengine - INFO - Epoch(train) [26][1800/3757] lr: 7.5636e-02 eta: 3 days, 3:58:12 time: 0.3155 data_time: 0.0169 memory: 9201 grad_norm: 2.2981 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4044 loss: 3.4044 2022/08/13 16:01:30 - mmengine - INFO - Epoch(train) [26][1900/3757] lr: 7.5705e-02 eta: 3 days, 3:57:41 time: 0.3154 data_time: 0.0167 memory: 9201 grad_norm: 2.3827 top1_acc: 0.0000 top5_acc: 0.8750 loss_cls: 3.1874 loss: 3.1874 2022/08/13 16:02:02 - mmengine - INFO - Epoch(train) [26][2000/3757] lr: 7.5774e-02 eta: 3 days, 3:57:10 time: 0.3147 data_time: 0.0167 memory: 9201 grad_norm: 2.3037 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2508 loss: 3.2508 2022/08/13 16:02:26 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 16:02:34 - mmengine - INFO - Epoch(train) [26][2100/3757] lr: 7.5843e-02 eta: 3 days, 3:56:40 time: 0.3166 data_time: 0.0180 memory: 9201 grad_norm: 2.2810 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2139 loss: 3.2139 2022/08/13 16:03:05 - mmengine - INFO - Epoch(train) [26][2200/3757] lr: 7.5912e-02 eta: 3 days, 3:56:10 time: 0.3183 data_time: 0.0176 memory: 9201 grad_norm: 2.3261 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.1046 loss: 3.1046 2022/08/13 16:03:37 - mmengine - INFO - Epoch(train) [26][2300/3757] lr: 7.5980e-02 eta: 3 days, 3:55:39 time: 0.3161 data_time: 0.0174 memory: 9201 grad_norm: 2.3133 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2159 loss: 3.2159 2022/08/13 16:04:09 - mmengine - INFO - Epoch(train) [26][2400/3757] lr: 7.6049e-02 eta: 3 days, 3:55:08 time: 0.3144 data_time: 0.0172 memory: 9201 grad_norm: 2.2829 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0421 loss: 3.0421 2022/08/13 16:04:40 - mmengine - INFO - Epoch(train) [26][2500/3757] lr: 7.6118e-02 eta: 3 days, 3:54:36 time: 0.3152 data_time: 0.0164 memory: 9201 grad_norm: 2.3676 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1727 loss: 3.1727 2022/08/13 16:05:12 - mmengine - INFO - Epoch(train) [26][2600/3757] lr: 7.6187e-02 eta: 3 days, 3:54:08 time: 0.3166 data_time: 0.0173 memory: 9201 grad_norm: 2.3456 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1790 loss: 3.1790 2022/08/13 16:05:44 - mmengine - INFO - Epoch(train) [26][2700/3757] lr: 7.6256e-02 eta: 3 days, 3:53:39 time: 0.3165 data_time: 0.0172 memory: 9201 grad_norm: 2.2703 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1200 loss: 3.1200 2022/08/13 16:06:16 - mmengine - INFO - Epoch(train) [26][2800/3757] lr: 7.6325e-02 eta: 3 days, 3:53:09 time: 0.3189 data_time: 0.0173 memory: 9201 grad_norm: 2.2995 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2267 loss: 3.2267 2022/08/13 16:06:48 - mmengine - INFO - Epoch(train) [26][2900/3757] lr: 7.6393e-02 eta: 3 days, 3:52:39 time: 0.3194 data_time: 0.0173 memory: 9201 grad_norm: 2.2907 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2518 loss: 3.2518 2022/08/13 16:07:20 - mmengine - INFO - Epoch(train) [26][3000/3757] lr: 7.6462e-02 eta: 3 days, 3:52:09 time: 0.3183 data_time: 0.0177 memory: 9201 grad_norm: 2.4117 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9008 loss: 2.9008 2022/08/13 16:07:43 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 16:07:51 - mmengine - INFO - Epoch(train) [26][3100/3757] lr: 7.6531e-02 eta: 3 days, 3:51:38 time: 0.3158 data_time: 0.0172 memory: 9201 grad_norm: 2.3027 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3871 loss: 3.3871 2022/08/13 16:08:23 - mmengine - INFO - Epoch(train) [26][3200/3757] lr: 7.6600e-02 eta: 3 days, 3:51:07 time: 0.3144 data_time: 0.0150 memory: 9201 grad_norm: 2.3493 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1787 loss: 3.1787 2022/08/13 16:08:55 - mmengine - INFO - Epoch(train) [26][3300/3757] lr: 7.6669e-02 eta: 3 days, 3:50:36 time: 0.3164 data_time: 0.0174 memory: 9201 grad_norm: 2.3598 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1774 loss: 3.1774 2022/08/13 16:09:27 - mmengine - INFO - Epoch(train) [26][3400/3757] lr: 7.6737e-02 eta: 3 days, 3:50:07 time: 0.3156 data_time: 0.0186 memory: 9201 grad_norm: 2.3738 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.5272 loss: 3.5272 2022/08/13 16:09:58 - mmengine - INFO - Epoch(train) [26][3500/3757] lr: 7.6806e-02 eta: 3 days, 3:49:36 time: 0.3189 data_time: 0.0169 memory: 9201 grad_norm: 2.3433 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9721 loss: 2.9721 2022/08/13 16:10:30 - mmengine - INFO - Epoch(train) [26][3600/3757] lr: 7.6875e-02 eta: 3 days, 3:49:06 time: 0.3146 data_time: 0.0164 memory: 9201 grad_norm: 2.2875 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2706 loss: 3.2706 2022/08/13 16:11:02 - mmengine - INFO - Epoch(train) [26][3700/3757] lr: 7.6944e-02 eta: 3 days, 3:48:38 time: 0.3144 data_time: 0.0159 memory: 9201 grad_norm: 2.2624 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4221 loss: 3.4221 2022/08/13 16:11:20 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 16:11:20 - mmengine - INFO - Epoch(train) [26][3757/3757] lr: 7.6983e-02 eta: 3 days, 3:48:27 time: 0.2998 data_time: 0.0140 memory: 9201 grad_norm: 2.3061 top1_acc: 0.2857 top5_acc: 0.7143 loss_cls: 3.1527 loss: 3.1527 2022/08/13 16:11:54 - mmengine - INFO - Epoch(train) [27][100/3757] lr: 7.6903e-02 eta: 3 days, 3:47:20 time: 0.3188 data_time: 0.0174 memory: 9201 grad_norm: 2.3370 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.3608 loss: 3.3608 2022/08/13 16:12:25 - mmengine - INFO - Epoch(train) [27][200/3757] lr: 7.6972e-02 eta: 3 days, 3:46:49 time: 0.3203 data_time: 0.0171 memory: 9201 grad_norm: 2.3206 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2512 loss: 3.2512 2022/08/13 16:12:57 - mmengine - INFO - Epoch(train) [27][300/3757] lr: 7.7040e-02 eta: 3 days, 3:46:18 time: 0.3173 data_time: 0.0184 memory: 9201 grad_norm: 2.2740 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2421 loss: 3.2421 2022/08/13 16:13:03 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 16:13:29 - mmengine - INFO - Epoch(train) [27][400/3757] lr: 7.7109e-02 eta: 3 days, 3:45:47 time: 0.3156 data_time: 0.0162 memory: 9201 grad_norm: 2.3609 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1762 loss: 3.1762 2022/08/13 16:14:00 - mmengine - INFO - Epoch(train) [27][500/3757] lr: 7.7178e-02 eta: 3 days, 3:45:16 time: 0.3150 data_time: 0.0166 memory: 9201 grad_norm: 2.3754 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1652 loss: 3.1652 2022/08/13 16:14:32 - mmengine - INFO - Epoch(train) [27][600/3757] lr: 7.7246e-02 eta: 3 days, 3:44:45 time: 0.3150 data_time: 0.0161 memory: 9201 grad_norm: 2.2728 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.3799 loss: 3.3799 2022/08/13 16:15:04 - mmengine - INFO - Epoch(train) [27][700/3757] lr: 7.7315e-02 eta: 3 days, 3:44:14 time: 0.3170 data_time: 0.0181 memory: 9201 grad_norm: 2.2978 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3543 loss: 3.3543 2022/08/13 16:15:35 - mmengine - INFO - Epoch(train) [27][800/3757] lr: 7.7384e-02 eta: 3 days, 3:43:43 time: 0.3163 data_time: 0.0168 memory: 9201 grad_norm: 2.3141 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4344 loss: 3.4344 2022/08/13 16:16:07 - mmengine - INFO - Epoch(train) [27][900/3757] lr: 7.7452e-02 eta: 3 days, 3:43:13 time: 0.3173 data_time: 0.0182 memory: 9201 grad_norm: 2.3342 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1851 loss: 3.1851 2022/08/13 16:16:39 - mmengine - INFO - Epoch(train) [27][1000/3757] lr: 7.7521e-02 eta: 3 days, 3:42:42 time: 0.3150 data_time: 0.0179 memory: 9201 grad_norm: 2.3359 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3648 loss: 3.3648 2022/08/13 16:17:14 - mmengine - INFO - Epoch(train) [27][1100/3757] lr: 7.7590e-02 eta: 3 days, 3:42:42 time: 0.3163 data_time: 0.0173 memory: 9201 grad_norm: 2.3082 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.3023 loss: 3.3023 2022/08/13 16:17:54 - mmengine - INFO - Epoch(train) [27][1200/3757] lr: 7.7658e-02 eta: 3 days, 3:43:24 time: 0.7023 data_time: 0.0181 memory: 9201 grad_norm: 2.3037 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.1162 loss: 3.1162 2022/08/13 16:18:27 - mmengine - INFO - Epoch(train) [27][1300/3757] lr: 7.7727e-02 eta: 3 days, 3:43:03 time: 0.3249 data_time: 0.0169 memory: 9201 grad_norm: 2.3262 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.3606 loss: 3.3606 2022/08/13 16:18:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 16:18:59 - mmengine - INFO - Epoch(train) [27][1400/3757] lr: 7.7796e-02 eta: 3 days, 3:42:32 time: 0.3169 data_time: 0.0171 memory: 9201 grad_norm: 2.3371 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9750 loss: 2.9750 2022/08/13 16:19:31 - mmengine - INFO - Epoch(train) [27][1500/3757] lr: 7.7864e-02 eta: 3 days, 3:42:09 time: 0.3343 data_time: 0.0239 memory: 9201 grad_norm: 2.3049 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4892 loss: 3.4892 2022/08/13 16:20:03 - mmengine - INFO - Epoch(train) [27][1600/3757] lr: 7.7933e-02 eta: 3 days, 3:41:39 time: 0.3147 data_time: 0.0161 memory: 9201 grad_norm: 2.3328 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3457 loss: 3.3457 2022/08/13 16:20:36 - mmengine - INFO - Epoch(train) [27][1700/3757] lr: 7.8002e-02 eta: 3 days, 3:41:21 time: 0.3147 data_time: 0.0160 memory: 9201 grad_norm: 2.3099 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1013 loss: 3.1013 2022/08/13 16:21:11 - mmengine - INFO - Epoch(train) [27][1800/3757] lr: 7.8070e-02 eta: 3 days, 3:41:15 time: 0.3182 data_time: 0.0173 memory: 9201 grad_norm: 2.3224 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1719 loss: 3.1719 2022/08/13 16:21:43 - mmengine - INFO - Epoch(train) [27][1900/3757] lr: 7.8139e-02 eta: 3 days, 3:40:43 time: 0.3151 data_time: 0.0170 memory: 9201 grad_norm: 2.3823 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1393 loss: 3.1393 2022/08/13 16:22:15 - mmengine - INFO - Epoch(train) [27][2000/3757] lr: 7.8208e-02 eta: 3 days, 3:40:16 time: 0.3163 data_time: 0.0156 memory: 9201 grad_norm: 2.3229 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0095 loss: 3.0095 2022/08/13 16:22:46 - mmengine - INFO - Epoch(train) [27][2100/3757] lr: 7.8276e-02 eta: 3 days, 3:39:45 time: 0.3175 data_time: 0.0178 memory: 9201 grad_norm: 2.3176 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0554 loss: 3.0554 2022/08/13 16:23:18 - mmengine - INFO - Epoch(train) [27][2200/3757] lr: 7.8345e-02 eta: 3 days, 3:39:13 time: 0.3152 data_time: 0.0167 memory: 9201 grad_norm: 2.4026 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4563 loss: 3.4563 2022/08/13 16:23:50 - mmengine - INFO - Epoch(train) [27][2300/3757] lr: 7.8414e-02 eta: 3 days, 3:38:43 time: 0.3184 data_time: 0.0181 memory: 9201 grad_norm: 2.3914 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1580 loss: 3.1580 2022/08/13 16:23:56 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 16:24:22 - mmengine - INFO - Epoch(train) [27][2400/3757] lr: 7.8482e-02 eta: 3 days, 3:38:11 time: 0.3155 data_time: 0.0165 memory: 9201 grad_norm: 2.3627 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2594 loss: 3.2594 2022/08/13 16:24:53 - mmengine - INFO - Epoch(train) [27][2500/3757] lr: 7.8551e-02 eta: 3 days, 3:37:41 time: 0.3157 data_time: 0.0170 memory: 9201 grad_norm: 2.2814 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0967 loss: 3.0967 2022/08/13 16:25:25 - mmengine - INFO - Epoch(train) [27][2600/3757] lr: 7.8620e-02 eta: 3 days, 3:37:10 time: 0.3179 data_time: 0.0176 memory: 9201 grad_norm: 2.3299 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9270 loss: 2.9270 2022/08/13 16:25:57 - mmengine - INFO - Epoch(train) [27][2700/3757] lr: 7.8689e-02 eta: 3 days, 3:36:38 time: 0.3151 data_time: 0.0164 memory: 9201 grad_norm: 2.3228 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.4386 loss: 3.4386 2022/08/13 16:26:28 - mmengine - INFO - Epoch(train) [27][2800/3757] lr: 7.8757e-02 eta: 3 days, 3:36:08 time: 0.3174 data_time: 0.0183 memory: 9201 grad_norm: 2.2932 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2361 loss: 3.2361 2022/08/13 16:27:00 - mmengine - INFO - Epoch(train) [27][2900/3757] lr: 7.8826e-02 eta: 3 days, 3:35:36 time: 0.3167 data_time: 0.0174 memory: 9201 grad_norm: 2.3014 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3314 loss: 3.3314 2022/08/13 16:27:32 - mmengine - INFO - Epoch(train) [27][3000/3757] lr: 7.8895e-02 eta: 3 days, 3:35:07 time: 0.3146 data_time: 0.0162 memory: 9201 grad_norm: 2.3331 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.1931 loss: 3.1931 2022/08/13 16:28:04 - mmengine - INFO - Epoch(train) [27][3100/3757] lr: 7.8963e-02 eta: 3 days, 3:34:37 time: 0.3146 data_time: 0.0167 memory: 9201 grad_norm: 2.3100 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2610 loss: 3.2610 2022/08/13 16:28:35 - mmengine - INFO - Epoch(train) [27][3200/3757] lr: 7.9032e-02 eta: 3 days, 3:34:05 time: 0.3167 data_time: 0.0174 memory: 9201 grad_norm: 2.3063 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.3933 loss: 3.3933 2022/08/13 16:29:07 - mmengine - INFO - Epoch(train) [27][3300/3757] lr: 7.9101e-02 eta: 3 days, 3:33:35 time: 0.3216 data_time: 0.0173 memory: 9201 grad_norm: 2.2859 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.4391 loss: 3.4391 2022/08/13 16:29:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 16:29:39 - mmengine - INFO - Epoch(train) [27][3400/3757] lr: 7.9169e-02 eta: 3 days, 3:33:04 time: 0.3170 data_time: 0.0176 memory: 9201 grad_norm: 2.3359 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3082 loss: 3.3082 2022/08/13 16:30:11 - mmengine - INFO - Epoch(train) [27][3500/3757] lr: 7.9238e-02 eta: 3 days, 3:32:32 time: 0.3155 data_time: 0.0163 memory: 9201 grad_norm: 2.3064 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2055 loss: 3.2055 2022/08/13 16:30:42 - mmengine - INFO - Epoch(train) [27][3600/3757] lr: 7.9307e-02 eta: 3 days, 3:32:01 time: 0.3162 data_time: 0.0171 memory: 9201 grad_norm: 2.3541 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1682 loss: 3.1682 2022/08/13 16:31:14 - mmengine - INFO - Epoch(train) [27][3700/3757] lr: 7.9375e-02 eta: 3 days, 3:31:30 time: 0.3158 data_time: 0.0164 memory: 9201 grad_norm: 2.2597 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2924 loss: 3.2924 2022/08/13 16:31:32 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 16:31:32 - mmengine - INFO - Epoch(train) [27][3757/3757] lr: 7.9414e-02 eta: 3 days, 3:31:18 time: 0.2996 data_time: 0.0154 memory: 9201 grad_norm: 2.2906 top1_acc: 0.2857 top5_acc: 0.4286 loss_cls: 3.2734 loss: 3.2734 2022/08/13 16:32:06 - mmengine - INFO - Epoch(train) [28][100/3757] lr: 7.9323e-02 eta: 3 days, 3:30:13 time: 0.3171 data_time: 0.0171 memory: 9201 grad_norm: 2.3247 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2641 loss: 3.2641 2022/08/13 16:32:37 - mmengine - INFO - Epoch(train) [28][200/3757] lr: 7.9392e-02 eta: 3 days, 3:29:42 time: 0.3190 data_time: 0.0183 memory: 9201 grad_norm: 2.2745 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4031 loss: 3.4031 2022/08/13 16:33:09 - mmengine - INFO - Epoch(train) [28][300/3757] lr: 7.9460e-02 eta: 3 days, 3:29:11 time: 0.3149 data_time: 0.0171 memory: 9201 grad_norm: 2.3779 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2680 loss: 3.2680 2022/08/13 16:33:41 - mmengine - INFO - Epoch(train) [28][400/3757] lr: 7.9529e-02 eta: 3 days, 3:28:40 time: 0.3161 data_time: 0.0169 memory: 9201 grad_norm: 2.3051 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0136 loss: 3.0136 2022/08/13 16:34:12 - mmengine - INFO - Epoch(train) [28][500/3757] lr: 7.9597e-02 eta: 3 days, 3:28:10 time: 0.3164 data_time: 0.0170 memory: 9201 grad_norm: 2.3305 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2813 loss: 3.2813 2022/08/13 16:34:32 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 16:34:44 - mmengine - INFO - Epoch(train) [28][600/3757] lr: 7.9666e-02 eta: 3 days, 3:27:39 time: 0.3152 data_time: 0.0167 memory: 9201 grad_norm: 2.2580 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0306 loss: 3.0306 2022/08/13 16:35:16 - mmengine - INFO - Epoch(train) [28][700/3757] lr: 7.9735e-02 eta: 3 days, 3:27:08 time: 0.3165 data_time: 0.0164 memory: 9201 grad_norm: 2.2342 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1109 loss: 3.1109 2022/08/13 16:35:48 - mmengine - INFO - Epoch(train) [28][800/3757] lr: 7.9803e-02 eta: 3 days, 3:26:38 time: 0.3169 data_time: 0.0166 memory: 9201 grad_norm: 2.3359 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3628 loss: 3.3628 2022/08/13 16:36:19 - mmengine - INFO - Epoch(train) [28][900/3757] lr: 7.9872e-02 eta: 3 days, 3:26:07 time: 0.3149 data_time: 0.0153 memory: 9201 grad_norm: 2.3687 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1629 loss: 3.1629 2022/08/13 16:36:51 - mmengine - INFO - Epoch(train) [28][1000/3757] lr: 7.9940e-02 eta: 3 days, 3:25:36 time: 0.3163 data_time: 0.0164 memory: 9201 grad_norm: 2.3854 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3396 loss: 3.3396 2022/08/13 16:37:23 - mmengine - INFO - Epoch(train) [28][1100/3757] lr: 8.0009e-02 eta: 3 days, 3:25:05 time: 0.3154 data_time: 0.0166 memory: 9201 grad_norm: 2.2720 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1155 loss: 3.1155 2022/08/13 16:37:55 - mmengine - INFO - Epoch(train) [28][1200/3757] lr: 8.0077e-02 eta: 3 days, 3:24:35 time: 0.3156 data_time: 0.0170 memory: 9201 grad_norm: 2.2599 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3510 loss: 3.3510 2022/08/13 16:38:26 - mmengine - INFO - Epoch(train) [28][1300/3757] lr: 8.0146e-02 eta: 3 days, 3:24:04 time: 0.3160 data_time: 0.0167 memory: 9201 grad_norm: 2.3635 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0485 loss: 3.0485 2022/08/13 16:38:58 - mmengine - INFO - Epoch(train) [28][1400/3757] lr: 8.0214e-02 eta: 3 days, 3:23:33 time: 0.3169 data_time: 0.0168 memory: 9201 grad_norm: 2.2647 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9734 loss: 2.9734 2022/08/13 16:39:30 - mmengine - INFO - Epoch(train) [28][1500/3757] lr: 8.0283e-02 eta: 3 days, 3:23:02 time: 0.3165 data_time: 0.0163 memory: 9201 grad_norm: 2.3265 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1172 loss: 3.1172 2022/08/13 16:39:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 16:40:02 - mmengine - INFO - Epoch(train) [28][1600/3757] lr: 8.0351e-02 eta: 3 days, 3:22:33 time: 0.3182 data_time: 0.0170 memory: 9201 grad_norm: 2.2675 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1308 loss: 3.1308 2022/08/13 16:40:33 - mmengine - INFO - Epoch(train) [28][1700/3757] lr: 8.0420e-02 eta: 3 days, 3:22:02 time: 0.3145 data_time: 0.0170 memory: 9201 grad_norm: 2.2126 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.1635 loss: 3.1635 2022/08/13 16:41:05 - mmengine - INFO - Epoch(train) [28][1800/3757] lr: 8.0488e-02 eta: 3 days, 3:21:32 time: 0.3144 data_time: 0.0159 memory: 9201 grad_norm: 2.2444 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1971 loss: 3.1971 2022/08/13 16:41:37 - mmengine - INFO - Epoch(train) [28][1900/3757] lr: 8.0557e-02 eta: 3 days, 3:21:03 time: 0.3151 data_time: 0.0165 memory: 9201 grad_norm: 2.2858 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3073 loss: 3.3073 2022/08/13 16:42:09 - mmengine - INFO - Epoch(train) [28][2000/3757] lr: 8.0626e-02 eta: 3 days, 3:20:32 time: 0.3171 data_time: 0.0183 memory: 9201 grad_norm: 2.2624 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0460 loss: 3.0460 2022/08/13 16:42:41 - mmengine - INFO - Epoch(train) [28][2100/3757] lr: 8.0694e-02 eta: 3 days, 3:20:01 time: 0.3185 data_time: 0.0180 memory: 9201 grad_norm: 2.2945 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3710 loss: 3.3710 2022/08/13 16:43:12 - mmengine - INFO - Epoch(train) [28][2200/3757] lr: 8.0763e-02 eta: 3 days, 3:19:29 time: 0.3147 data_time: 0.0159 memory: 9201 grad_norm: 2.3629 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 3.2075 loss: 3.2075 2022/08/13 16:43:44 - mmengine - INFO - Epoch(train) [28][2300/3757] lr: 8.0831e-02 eta: 3 days, 3:18:59 time: 0.3160 data_time: 0.0161 memory: 9201 grad_norm: 2.2696 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2978 loss: 3.2978 2022/08/13 16:44:16 - mmengine - INFO - Epoch(train) [28][2400/3757] lr: 8.0900e-02 eta: 3 days, 3:18:28 time: 0.3173 data_time: 0.0177 memory: 9201 grad_norm: 2.2691 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4104 loss: 3.4104 2022/08/13 16:44:48 - mmengine - INFO - Epoch(train) [28][2500/3757] lr: 8.0968e-02 eta: 3 days, 3:17:58 time: 0.3184 data_time: 0.0171 memory: 9201 grad_norm: 2.3357 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0061 loss: 3.0061 2022/08/13 16:45:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 16:45:19 - mmengine - INFO - Epoch(train) [28][2600/3757] lr: 8.1037e-02 eta: 3 days, 3:17:27 time: 0.3188 data_time: 0.0182 memory: 9201 grad_norm: 2.2883 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4515 loss: 3.4515 2022/08/13 16:45:51 - mmengine - INFO - Epoch(train) [28][2700/3757] lr: 8.1105e-02 eta: 3 days, 3:16:56 time: 0.3145 data_time: 0.0165 memory: 9201 grad_norm: 2.2626 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.4940 loss: 3.4940 2022/08/13 16:46:23 - mmengine - INFO - Epoch(train) [28][2800/3757] lr: 8.1174e-02 eta: 3 days, 3:16:27 time: 0.3163 data_time: 0.0170 memory: 9201 grad_norm: 2.2972 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1743 loss: 3.1743 2022/08/13 16:46:55 - mmengine - INFO - Epoch(train) [28][2900/3757] lr: 8.1242e-02 eta: 3 days, 3:15:56 time: 0.3156 data_time: 0.0165 memory: 9201 grad_norm: 2.2967 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3577 loss: 3.3577 2022/08/13 16:47:26 - mmengine - INFO - Epoch(train) [28][3000/3757] lr: 8.1311e-02 eta: 3 days, 3:15:25 time: 0.3151 data_time: 0.0167 memory: 9201 grad_norm: 2.2968 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5300 loss: 3.5300 2022/08/13 16:47:58 - mmengine - INFO - Epoch(train) [28][3100/3757] lr: 8.1380e-02 eta: 3 days, 3:14:56 time: 0.3174 data_time: 0.0182 memory: 9201 grad_norm: 2.2739 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3080 loss: 3.3080 2022/08/13 16:48:30 - mmengine - INFO - Epoch(train) [28][3200/3757] lr: 8.1448e-02 eta: 3 days, 3:14:25 time: 0.3152 data_time: 0.0167 memory: 9201 grad_norm: 2.3078 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2322 loss: 3.2322 2022/08/13 16:49:02 - mmengine - INFO - Epoch(train) [28][3300/3757] lr: 8.1517e-02 eta: 3 days, 3:13:55 time: 0.3169 data_time: 0.0169 memory: 9201 grad_norm: 2.2723 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5231 loss: 3.5231 2022/08/13 16:49:34 - mmengine - INFO - Epoch(train) [28][3400/3757] lr: 8.1585e-02 eta: 3 days, 3:13:25 time: 0.3154 data_time: 0.0168 memory: 9201 grad_norm: 2.2731 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2171 loss: 3.2171 2022/08/13 16:50:06 - mmengine - INFO - Epoch(train) [28][3500/3757] lr: 8.1654e-02 eta: 3 days, 3:12:55 time: 0.3145 data_time: 0.0161 memory: 9201 grad_norm: 2.3504 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2746 loss: 3.2746 2022/08/13 16:50:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 16:50:39 - mmengine - INFO - Epoch(train) [28][3600/3757] lr: 8.1722e-02 eta: 3 days, 3:12:34 time: 0.3179 data_time: 0.0176 memory: 9201 grad_norm: 2.3484 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2700 loss: 3.2700 2022/08/13 16:51:10 - mmengine - INFO - Epoch(train) [28][3700/3757] lr: 8.1791e-02 eta: 3 days, 3:12:03 time: 0.3154 data_time: 0.0157 memory: 9201 grad_norm: 2.3042 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3062 loss: 3.3062 2022/08/13 16:51:28 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 16:51:28 - mmengine - INFO - Epoch(train) [28][3757/3757] lr: 8.1830e-02 eta: 3 days, 3:11:51 time: 0.3000 data_time: 0.0149 memory: 9201 grad_norm: 2.3392 top1_acc: 0.1429 top5_acc: 0.7143 loss_cls: 2.9845 loss: 2.9845 2022/08/13 16:51:28 - mmengine - INFO - Saving checkpoint at 28 epochs 2022/08/13 16:52:04 - mmengine - INFO - Epoch(train) [29][100/3757] lr: 8.1727e-02 eta: 3 days, 3:10:39 time: 0.3151 data_time: 0.0166 memory: 9201 grad_norm: 2.2993 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9259 loss: 2.9259 2022/08/13 16:52:36 - mmengine - INFO - Epoch(train) [29][200/3757] lr: 8.1796e-02 eta: 3 days, 3:10:08 time: 0.3151 data_time: 0.0158 memory: 9201 grad_norm: 2.3685 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3371 loss: 3.3371 2022/08/13 16:53:07 - mmengine - INFO - Epoch(train) [29][300/3757] lr: 8.1864e-02 eta: 3 days, 3:09:37 time: 0.3187 data_time: 0.0157 memory: 9201 grad_norm: 2.2393 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3159 loss: 3.3159 2022/08/13 16:53:39 - mmengine - INFO - Epoch(train) [29][400/3757] lr: 8.1933e-02 eta: 3 days, 3:09:07 time: 0.3166 data_time: 0.0169 memory: 9201 grad_norm: 2.2980 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.2407 loss: 3.2407 2022/08/13 16:54:11 - mmengine - INFO - Epoch(train) [29][500/3757] lr: 8.2001e-02 eta: 3 days, 3:08:35 time: 0.3149 data_time: 0.0167 memory: 9201 grad_norm: 2.3548 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4680 loss: 3.4680 2022/08/13 16:54:43 - mmengine - INFO - Epoch(train) [29][600/3757] lr: 8.2069e-02 eta: 3 days, 3:08:05 time: 0.3184 data_time: 0.0175 memory: 9201 grad_norm: 2.4099 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.4063 loss: 3.4063 2022/08/13 16:55:14 - mmengine - INFO - Epoch(train) [29][700/3757] lr: 8.2138e-02 eta: 3 days, 3:07:34 time: 0.3161 data_time: 0.0173 memory: 9201 grad_norm: 2.3379 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3435 loss: 3.3435 2022/08/13 16:55:46 - mmengine - INFO - Epoch(train) [29][800/3757] lr: 8.2206e-02 eta: 3 days, 3:07:03 time: 0.3140 data_time: 0.0164 memory: 9201 grad_norm: 2.3295 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3492 loss: 3.3492 2022/08/13 16:55:47 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 16:56:18 - mmengine - INFO - Epoch(train) [29][900/3757] lr: 8.2275e-02 eta: 3 days, 3:06:32 time: 0.3174 data_time: 0.0162 memory: 9201 grad_norm: 2.2778 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.5236 loss: 3.5236 2022/08/13 16:56:50 - mmengine - INFO - Epoch(train) [29][1000/3757] lr: 8.2343e-02 eta: 3 days, 3:06:08 time: 0.3164 data_time: 0.0163 memory: 9201 grad_norm: 2.3084 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0164 loss: 3.0164 2022/08/13 16:57:22 - mmengine - INFO - Epoch(train) [29][1100/3757] lr: 8.2411e-02 eta: 3 days, 3:05:39 time: 0.3158 data_time: 0.0165 memory: 9201 grad_norm: 2.3493 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0508 loss: 3.0508 2022/08/13 16:57:56 - mmengine - INFO - Epoch(train) [29][1200/3757] lr: 8.2480e-02 eta: 3 days, 3:05:24 time: 0.4107 data_time: 0.0163 memory: 9201 grad_norm: 2.3081 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0359 loss: 3.0359 2022/08/13 16:58:29 - mmengine - INFO - Epoch(train) [29][1300/3757] lr: 8.2548e-02 eta: 3 days, 3:05:02 time: 0.3160 data_time: 0.0168 memory: 9201 grad_norm: 2.2576 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3960 loss: 3.3960 2022/08/13 16:59:01 - mmengine - INFO - Epoch(train) [29][1400/3757] lr: 8.2617e-02 eta: 3 days, 3:04:31 time: 0.3177 data_time: 0.0171 memory: 9201 grad_norm: 2.1948 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.1886 loss: 3.1886 2022/08/13 16:59:32 - mmengine - INFO - Epoch(train) [29][1500/3757] lr: 8.2685e-02 eta: 3 days, 3:04:00 time: 0.3181 data_time: 0.0173 memory: 9201 grad_norm: 2.2808 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0379 loss: 3.0379 2022/08/13 17:00:04 - mmengine - INFO - Epoch(train) [29][1600/3757] lr: 8.2753e-02 eta: 3 days, 3:03:30 time: 0.3163 data_time: 0.0181 memory: 9201 grad_norm: 2.2835 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.1965 loss: 3.1965 2022/08/13 17:00:36 - mmengine - INFO - Epoch(train) [29][1700/3757] lr: 8.2822e-02 eta: 3 days, 3:02:59 time: 0.3157 data_time: 0.0173 memory: 9201 grad_norm: 2.2456 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2062 loss: 3.2062 2022/08/13 17:01:08 - mmengine - INFO - Epoch(train) [29][1800/3757] lr: 8.2890e-02 eta: 3 days, 3:02:27 time: 0.3148 data_time: 0.0162 memory: 9201 grad_norm: 2.3213 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2681 loss: 3.2681 2022/08/13 17:01:09 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 17:01:39 - mmengine - INFO - Epoch(train) [29][1900/3757] lr: 8.2958e-02 eta: 3 days, 3:01:57 time: 0.3153 data_time: 0.0167 memory: 9201 grad_norm: 2.3048 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4209 loss: 3.4209 2022/08/13 17:02:11 - mmengine - INFO - Epoch(train) [29][2000/3757] lr: 8.3027e-02 eta: 3 days, 3:01:26 time: 0.3171 data_time: 0.0177 memory: 9201 grad_norm: 2.2924 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2274 loss: 3.2274 2022/08/13 17:02:43 - mmengine - INFO - Epoch(train) [29][2100/3757] lr: 8.3095e-02 eta: 3 days, 3:00:55 time: 0.3145 data_time: 0.0160 memory: 9201 grad_norm: 2.2928 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0447 loss: 3.0447 2022/08/13 17:03:15 - mmengine - INFO - Epoch(train) [29][2200/3757] lr: 8.3164e-02 eta: 3 days, 3:00:25 time: 0.3167 data_time: 0.0180 memory: 9201 grad_norm: 2.2949 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0748 loss: 3.0748 2022/08/13 17:03:51 - mmengine - INFO - Epoch(train) [29][2300/3757] lr: 8.3232e-02 eta: 3 days, 3:00:30 time: 0.3168 data_time: 0.0173 memory: 9201 grad_norm: 2.2698 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1685 loss: 3.1685 2022/08/13 17:04:23 - mmengine - INFO - Epoch(train) [29][2400/3757] lr: 8.3300e-02 eta: 3 days, 2:59:59 time: 0.3178 data_time: 0.0153 memory: 9201 grad_norm: 2.2739 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4091 loss: 3.4091 2022/08/13 17:04:54 - mmengine - INFO - Epoch(train) [29][2500/3757] lr: 8.3369e-02 eta: 3 days, 2:59:29 time: 0.3170 data_time: 0.0190 memory: 9201 grad_norm: 2.2749 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3582 loss: 3.3582 2022/08/13 17:05:26 - mmengine - INFO - Epoch(train) [29][2600/3757] lr: 8.3437e-02 eta: 3 days, 2:58:58 time: 0.3145 data_time: 0.0158 memory: 9201 grad_norm: 2.2852 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.4048 loss: 3.4048 2022/08/13 17:05:58 - mmengine - INFO - Epoch(train) [29][2700/3757] lr: 8.3506e-02 eta: 3 days, 2:58:28 time: 0.3160 data_time: 0.0159 memory: 9201 grad_norm: 2.3188 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2347 loss: 3.2347 2022/08/13 17:06:30 - mmengine - INFO - Epoch(train) [29][2800/3757] lr: 8.3574e-02 eta: 3 days, 2:57:59 time: 0.3151 data_time: 0.0163 memory: 9201 grad_norm: 2.2785 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3857 loss: 3.3857 2022/08/13 17:06:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 17:07:02 - mmengine - INFO - Epoch(train) [29][2900/3757] lr: 8.3642e-02 eta: 3 days, 2:57:28 time: 0.3165 data_time: 0.0173 memory: 9201 grad_norm: 2.2664 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3908 loss: 3.3908 2022/08/13 17:07:33 - mmengine - INFO - Epoch(train) [29][3000/3757] lr: 8.3711e-02 eta: 3 days, 2:56:57 time: 0.3156 data_time: 0.0163 memory: 9201 grad_norm: 2.3413 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4327 loss: 3.4327 2022/08/13 17:08:05 - mmengine - INFO - Epoch(train) [29][3100/3757] lr: 8.3779e-02 eta: 3 days, 2:56:25 time: 0.3163 data_time: 0.0164 memory: 9201 grad_norm: 2.2192 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3087 loss: 3.3087 2022/08/13 17:08:37 - mmengine - INFO - Epoch(train) [29][3200/3757] lr: 8.3848e-02 eta: 3 days, 2:55:54 time: 0.3174 data_time: 0.0175 memory: 9201 grad_norm: 2.2919 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0063 loss: 3.0063 2022/08/13 17:09:09 - mmengine - INFO - Epoch(train) [29][3300/3757] lr: 8.3916e-02 eta: 3 days, 2:55:24 time: 0.3150 data_time: 0.0160 memory: 9201 grad_norm: 2.2591 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.4248 loss: 3.4248 2022/08/13 17:09:40 - mmengine - INFO - Epoch(train) [29][3400/3757] lr: 8.3984e-02 eta: 3 days, 2:54:53 time: 0.3153 data_time: 0.0160 memory: 9201 grad_norm: 2.3110 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3798 loss: 3.3798 2022/08/13 17:10:12 - mmengine - INFO - Epoch(train) [29][3500/3757] lr: 8.4053e-02 eta: 3 days, 2:54:22 time: 0.3166 data_time: 0.0164 memory: 9201 grad_norm: 2.2871 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0335 loss: 3.0335 2022/08/13 17:10:44 - mmengine - INFO - Epoch(train) [29][3600/3757] lr: 8.4121e-02 eta: 3 days, 2:53:51 time: 0.3172 data_time: 0.0179 memory: 9201 grad_norm: 2.2687 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2408 loss: 3.2408 2022/08/13 17:11:16 - mmengine - INFO - Epoch(train) [29][3700/3757] lr: 8.4190e-02 eta: 3 days, 2:53:21 time: 0.3155 data_time: 0.0164 memory: 9201 grad_norm: 2.3112 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2332 loss: 3.2332 2022/08/13 17:11:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 17:11:33 - mmengine - INFO - Epoch(train) [29][3757/3757] lr: 8.4229e-02 eta: 3 days, 2:53:09 time: 0.2998 data_time: 0.0157 memory: 9201 grad_norm: 2.2514 top1_acc: 0.4286 top5_acc: 0.5714 loss_cls: 3.3702 loss: 3.3702 2022/08/13 17:11:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 17:12:07 - mmengine - INFO - Epoch(train) [30][100/3757] lr: 8.4114e-02 eta: 3 days, 2:52:07 time: 0.3147 data_time: 0.0160 memory: 9201 grad_norm: 2.3229 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0256 loss: 3.0256 2022/08/13 17:12:39 - mmengine - INFO - Epoch(train) [30][200/3757] lr: 8.4183e-02 eta: 3 days, 2:51:37 time: 0.3149 data_time: 0.0170 memory: 9201 grad_norm: 2.2683 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 3.4986 loss: 3.4986 2022/08/13 17:13:11 - mmengine - INFO - Epoch(train) [30][300/3757] lr: 8.4251e-02 eta: 3 days, 2:51:07 time: 0.3184 data_time: 0.0176 memory: 9201 grad_norm: 2.2562 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.1600 loss: 3.1600 2022/08/13 17:13:44 - mmengine - INFO - Epoch(train) [30][400/3757] lr: 8.4319e-02 eta: 3 days, 2:50:46 time: 0.3208 data_time: 0.0176 memory: 9201 grad_norm: 2.3204 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.1849 loss: 3.1849 2022/08/13 17:14:17 - mmengine - INFO - Epoch(train) [30][500/3757] lr: 8.4387e-02 eta: 3 days, 2:50:21 time: 0.3173 data_time: 0.0170 memory: 9201 grad_norm: 2.2351 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9353 loss: 2.9353 2022/08/13 17:14:49 - mmengine - INFO - Epoch(train) [30][600/3757] lr: 8.4456e-02 eta: 3 days, 2:49:52 time: 0.3167 data_time: 0.0175 memory: 9201 grad_norm: 2.3444 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4223 loss: 3.4223 2022/08/13 17:15:20 - mmengine - INFO - Epoch(train) [30][700/3757] lr: 8.4524e-02 eta: 3 days, 2:49:21 time: 0.3172 data_time: 0.0179 memory: 9201 grad_norm: 2.2553 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0452 loss: 3.0452 2022/08/13 17:15:52 - mmengine - INFO - Epoch(train) [30][800/3757] lr: 8.4592e-02 eta: 3 days, 2:48:50 time: 0.3175 data_time: 0.0166 memory: 9201 grad_norm: 2.2588 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2218 loss: 3.2218 2022/08/13 17:16:24 - mmengine - INFO - Epoch(train) [30][900/3757] lr: 8.4660e-02 eta: 3 days, 2:48:19 time: 0.3174 data_time: 0.0166 memory: 9201 grad_norm: 2.2548 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2046 loss: 3.2046 2022/08/13 17:16:56 - mmengine - INFO - Epoch(train) [30][1000/3757] lr: 8.4729e-02 eta: 3 days, 2:47:49 time: 0.3227 data_time: 0.0164 memory: 9201 grad_norm: 2.2014 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2636 loss: 3.2636 2022/08/13 17:17:11 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 17:17:27 - mmengine - INFO - Epoch(train) [30][1100/3757] lr: 8.4797e-02 eta: 3 days, 2:47:17 time: 0.3153 data_time: 0.0161 memory: 9201 grad_norm: 2.2932 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1057 loss: 3.1057 2022/08/13 17:17:59 - mmengine - INFO - Epoch(train) [30][1200/3757] lr: 8.4865e-02 eta: 3 days, 2:46:46 time: 0.3156 data_time: 0.0173 memory: 9201 grad_norm: 2.2625 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1181 loss: 3.1181 2022/08/13 17:18:31 - mmengine - INFO - Epoch(train) [30][1300/3757] lr: 8.4933e-02 eta: 3 days, 2:46:16 time: 0.3161 data_time: 0.0163 memory: 9201 grad_norm: 2.2040 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0920 loss: 3.0920 2022/08/13 17:19:03 - mmengine - INFO - Epoch(train) [30][1400/3757] lr: 8.5002e-02 eta: 3 days, 2:45:45 time: 0.3153 data_time: 0.0164 memory: 9201 grad_norm: 2.2496 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2980 loss: 3.2980 2022/08/13 17:19:34 - mmengine - INFO - Epoch(train) [30][1500/3757] lr: 8.5070e-02 eta: 3 days, 2:45:14 time: 0.3184 data_time: 0.0182 memory: 9201 grad_norm: 2.3522 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7289 loss: 2.7289 2022/08/13 17:20:06 - mmengine - INFO - Epoch(train) [30][1600/3757] lr: 8.5138e-02 eta: 3 days, 2:44:42 time: 0.3153 data_time: 0.0157 memory: 9201 grad_norm: 2.2839 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3588 loss: 3.3588 2022/08/13 17:20:38 - mmengine - INFO - Epoch(train) [30][1700/3757] lr: 8.5206e-02 eta: 3 days, 2:44:12 time: 0.3170 data_time: 0.0177 memory: 9201 grad_norm: 2.2709 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3827 loss: 3.3827 2022/08/13 17:21:10 - mmengine - INFO - Epoch(train) [30][1800/3757] lr: 8.5275e-02 eta: 3 days, 2:43:41 time: 0.3167 data_time: 0.0169 memory: 9201 grad_norm: 2.2311 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2613 loss: 3.2613 2022/08/13 17:21:41 - mmengine - INFO - Epoch(train) [30][1900/3757] lr: 8.5343e-02 eta: 3 days, 2:43:11 time: 0.3145 data_time: 0.0157 memory: 9201 grad_norm: 2.1992 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3144 loss: 3.3144 2022/08/13 17:22:13 - mmengine - INFO - Epoch(train) [30][2000/3757] lr: 8.5411e-02 eta: 3 days, 2:42:40 time: 0.3149 data_time: 0.0180 memory: 9201 grad_norm: 2.2496 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2474 loss: 3.2474 2022/08/13 17:22:28 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 17:22:45 - mmengine - INFO - Epoch(train) [30][2100/3757] lr: 8.5479e-02 eta: 3 days, 2:42:08 time: 0.3160 data_time: 0.0159 memory: 9201 grad_norm: 2.2744 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5435 loss: 3.5435 2022/08/13 17:23:17 - mmengine - INFO - Epoch(train) [30][2200/3757] lr: 8.5548e-02 eta: 3 days, 2:41:38 time: 0.3164 data_time: 0.0181 memory: 9201 grad_norm: 2.2793 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3270 loss: 3.3270 2022/08/13 17:23:48 - mmengine - INFO - Epoch(train) [30][2300/3757] lr: 8.5616e-02 eta: 3 days, 2:41:07 time: 0.3159 data_time: 0.0166 memory: 9201 grad_norm: 2.2387 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2148 loss: 3.2148 2022/08/13 17:24:20 - mmengine - INFO - Epoch(train) [30][2400/3757] lr: 8.5684e-02 eta: 3 days, 2:40:36 time: 0.3155 data_time: 0.0164 memory: 9201 grad_norm: 2.2411 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.0868 loss: 3.0868 2022/08/13 17:24:52 - mmengine - INFO - Epoch(train) [30][2500/3757] lr: 8.5752e-02 eta: 3 days, 2:40:05 time: 0.3153 data_time: 0.0165 memory: 9201 grad_norm: 2.3310 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.2295 loss: 3.2295 2022/08/13 17:25:24 - mmengine - INFO - Epoch(train) [30][2600/3757] lr: 8.5821e-02 eta: 3 days, 2:39:35 time: 0.3196 data_time: 0.0174 memory: 9201 grad_norm: 2.2707 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1125 loss: 3.1125 2022/08/13 17:25:55 - mmengine - INFO - Epoch(train) [30][2700/3757] lr: 8.5889e-02 eta: 3 days, 2:39:04 time: 0.3179 data_time: 0.0172 memory: 9201 grad_norm: 2.2494 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0407 loss: 3.0407 2022/08/13 17:26:27 - mmengine - INFO - Epoch(train) [30][2800/3757] lr: 8.5957e-02 eta: 3 days, 2:38:34 time: 0.3187 data_time: 0.0164 memory: 9201 grad_norm: 2.2594 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0377 loss: 3.0377 2022/08/13 17:26:59 - mmengine - INFO - Epoch(train) [30][2900/3757] lr: 8.6025e-02 eta: 3 days, 2:38:03 time: 0.3160 data_time: 0.0172 memory: 9201 grad_norm: 2.2750 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2780 loss: 3.2780 2022/08/13 17:27:31 - mmengine - INFO - Epoch(train) [30][3000/3757] lr: 8.6094e-02 eta: 3 days, 2:37:33 time: 0.3165 data_time: 0.0176 memory: 9201 grad_norm: 2.3387 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0583 loss: 3.0583 2022/08/13 17:27:46 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 17:28:03 - mmengine - INFO - Epoch(train) [30][3100/3757] lr: 8.6162e-02 eta: 3 days, 2:37:03 time: 0.3160 data_time: 0.0173 memory: 9201 grad_norm: 2.2521 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9726 loss: 2.9726 2022/08/13 17:28:34 - mmengine - INFO - Epoch(train) [30][3200/3757] lr: 8.6230e-02 eta: 3 days, 2:36:31 time: 0.3151 data_time: 0.0167 memory: 9201 grad_norm: 2.2582 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7223 loss: 3.7223 2022/08/13 17:29:06 - mmengine - INFO - Epoch(train) [30][3300/3757] lr: 8.6298e-02 eta: 3 days, 2:36:01 time: 0.3196 data_time: 0.0175 memory: 9201 grad_norm: 2.2469 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1809 loss: 3.1809 2022/08/13 17:29:38 - mmengine - INFO - Epoch(train) [30][3400/3757] lr: 8.6367e-02 eta: 3 days, 2:35:30 time: 0.3160 data_time: 0.0170 memory: 9201 grad_norm: 2.2687 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4941 loss: 3.4941 2022/08/13 17:30:10 - mmengine - INFO - Epoch(train) [30][3500/3757] lr: 8.6435e-02 eta: 3 days, 2:34:59 time: 0.3142 data_time: 0.0162 memory: 9201 grad_norm: 2.2976 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5087 loss: 3.5087 2022/08/13 17:30:41 - mmengine - INFO - Epoch(train) [30][3600/3757] lr: 8.6503e-02 eta: 3 days, 2:34:28 time: 0.3156 data_time: 0.0165 memory: 9201 grad_norm: 2.2617 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1317 loss: 3.1317 2022/08/13 17:31:13 - mmengine - INFO - Epoch(train) [30][3700/3757] lr: 8.6571e-02 eta: 3 days, 2:33:56 time: 0.3152 data_time: 0.0154 memory: 9201 grad_norm: 2.2703 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0183 loss: 3.0183 2022/08/13 17:31:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 17:31:31 - mmengine - INFO - Epoch(train) [30][3757/3757] lr: 8.6610e-02 eta: 3 days, 2:33:44 time: 0.3001 data_time: 0.0143 memory: 9201 grad_norm: 2.3247 top1_acc: 0.2857 top5_acc: 0.5714 loss_cls: 3.3450 loss: 3.3450 2022/08/13 17:31:54 - mmengine - INFO - Epoch(val) [30][100/310] eta: 0:00:48 time: 0.2309 data_time: 0.1224 memory: 1522 2022/08/13 17:32:15 - mmengine - INFO - Epoch(val) [30][200/310] eta: 0:00:20 time: 0.1893 data_time: 0.0804 memory: 1522 2022/08/13 17:32:36 - mmengine - INFO - Epoch(val) [30][300/310] eta: 0:00:02 time: 0.2078 data_time: 0.0962 memory: 1522 2022/08/13 17:32:40 - mmengine - INFO - Epoch(val) [30][310/310] acc/top1: 0.3311 acc/top5: 0.6051 acc/mean1: 0.3308 2022/08/13 17:33:14 - mmengine - INFO - Epoch(train) [31][100/3757] lr: 8.6484e-02 eta: 3 days, 2:32:42 time: 0.3180 data_time: 0.0178 memory: 9201 grad_norm: 2.2645 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3951 loss: 3.3951 2022/08/13 17:33:46 - mmengine - INFO - Epoch(train) [31][200/3757] lr: 8.6552e-02 eta: 3 days, 2:32:10 time: 0.3153 data_time: 0.0155 memory: 9201 grad_norm: 2.2378 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1242 loss: 3.1242 2022/08/13 17:34:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 17:34:17 - mmengine - INFO - Epoch(train) [31][300/3757] lr: 8.6620e-02 eta: 3 days, 2:31:40 time: 0.3165 data_time: 0.0173 memory: 9201 grad_norm: 2.2651 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0410 loss: 3.0410 2022/08/13 17:34:49 - mmengine - INFO - Epoch(train) [31][400/3757] lr: 8.6688e-02 eta: 3 days, 2:31:09 time: 0.3142 data_time: 0.0170 memory: 9201 grad_norm: 2.3303 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1664 loss: 3.1664 2022/08/13 17:35:21 - mmengine - INFO - Epoch(train) [31][500/3757] lr: 8.6757e-02 eta: 3 days, 2:30:39 time: 0.3163 data_time: 0.0164 memory: 9201 grad_norm: 2.3006 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2649 loss: 3.2649 2022/08/13 17:35:53 - mmengine - INFO - Epoch(train) [31][600/3757] lr: 8.6825e-02 eta: 3 days, 2:30:08 time: 0.3173 data_time: 0.0174 memory: 9201 grad_norm: 2.2785 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0136 loss: 3.0136 2022/08/13 17:36:25 - mmengine - INFO - Epoch(train) [31][700/3757] lr: 8.6893e-02 eta: 3 days, 2:29:39 time: 0.3156 data_time: 0.0174 memory: 9201 grad_norm: 2.2414 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.0647 loss: 3.0647 2022/08/13 17:36:56 - mmengine - INFO - Epoch(train) [31][800/3757] lr: 8.6961e-02 eta: 3 days, 2:29:07 time: 0.3170 data_time: 0.0167 memory: 9201 grad_norm: 2.2383 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1958 loss: 3.1958 2022/08/13 17:37:28 - mmengine - INFO - Epoch(train) [31][900/3757] lr: 8.7029e-02 eta: 3 days, 2:28:37 time: 0.3152 data_time: 0.0161 memory: 9201 grad_norm: 2.2726 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1107 loss: 3.1107 2022/08/13 17:38:00 - mmengine - INFO - Epoch(train) [31][1000/3757] lr: 8.7097e-02 eta: 3 days, 2:28:05 time: 0.3143 data_time: 0.0162 memory: 9201 grad_norm: 2.2906 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2969 loss: 3.2969 2022/08/13 17:38:32 - mmengine - INFO - Epoch(train) [31][1100/3757] lr: 8.7165e-02 eta: 3 days, 2:27:34 time: 0.3153 data_time: 0.0162 memory: 9201 grad_norm: 2.3424 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3897 loss: 3.3897 2022/08/13 17:39:03 - mmengine - INFO - Epoch(train) [31][1200/3757] lr: 8.7233e-02 eta: 3 days, 2:27:03 time: 0.3180 data_time: 0.0179 memory: 9201 grad_norm: 2.2705 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0107 loss: 3.0107 2022/08/13 17:39:32 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 17:39:35 - mmengine - INFO - Epoch(train) [31][1300/3757] lr: 8.7301e-02 eta: 3 days, 2:26:32 time: 0.3141 data_time: 0.0160 memory: 9201 grad_norm: 2.2075 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1058 loss: 3.1058 2022/08/13 17:40:07 - mmengine - INFO - Epoch(train) [31][1400/3757] lr: 8.7369e-02 eta: 3 days, 2:26:00 time: 0.3153 data_time: 0.0176 memory: 9201 grad_norm: 2.2832 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1513 loss: 3.1513 2022/08/13 17:40:38 - mmengine - INFO - Epoch(train) [31][1500/3757] lr: 8.7438e-02 eta: 3 days, 2:25:29 time: 0.3143 data_time: 0.0160 memory: 9201 grad_norm: 2.1899 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4146 loss: 3.4146 2022/08/13 17:41:10 - mmengine - INFO - Epoch(train) [31][1600/3757] lr: 8.7506e-02 eta: 3 days, 2:24:58 time: 0.3144 data_time: 0.0162 memory: 9201 grad_norm: 2.3092 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1249 loss: 3.1249 2022/08/13 17:41:42 - mmengine - INFO - Epoch(train) [31][1700/3757] lr: 8.7574e-02 eta: 3 days, 2:24:26 time: 0.3149 data_time: 0.0161 memory: 9201 grad_norm: 2.3043 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4788 loss: 3.4788 2022/08/13 17:42:14 - mmengine - INFO - Epoch(train) [31][1800/3757] lr: 8.7642e-02 eta: 3 days, 2:23:55 time: 0.3168 data_time: 0.0169 memory: 9201 grad_norm: 2.2233 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0395 loss: 3.0395 2022/08/13 17:42:46 - mmengine - INFO - Epoch(train) [31][1900/3757] lr: 8.7710e-02 eta: 3 days, 2:23:26 time: 0.3235 data_time: 0.0164 memory: 9201 grad_norm: 2.2473 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2962 loss: 3.2962 2022/08/13 17:43:17 - mmengine - INFO - Epoch(train) [31][2000/3757] lr: 8.7778e-02 eta: 3 days, 2:22:54 time: 0.3164 data_time: 0.0169 memory: 9201 grad_norm: 2.3385 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3203 loss: 3.3203 2022/08/13 17:43:49 - mmengine - INFO - Epoch(train) [31][2100/3757] lr: 8.7846e-02 eta: 3 days, 2:22:23 time: 0.3153 data_time: 0.0168 memory: 9201 grad_norm: 2.2708 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3174 loss: 3.3174 2022/08/13 17:44:21 - mmengine - INFO - Epoch(train) [31][2200/3757] lr: 8.7914e-02 eta: 3 days, 2:21:52 time: 0.3155 data_time: 0.0162 memory: 9201 grad_norm: 2.2082 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2704 loss: 3.2704 2022/08/13 17:44:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 17:44:53 - mmengine - INFO - Epoch(train) [31][2300/3757] lr: 8.7982e-02 eta: 3 days, 2:21:22 time: 0.3208 data_time: 0.0167 memory: 9201 grad_norm: 2.2305 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2075 loss: 3.2075 2022/08/13 17:45:24 - mmengine - INFO - Epoch(train) [31][2400/3757] lr: 8.8050e-02 eta: 3 days, 2:20:51 time: 0.3161 data_time: 0.0157 memory: 9201 grad_norm: 2.3034 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2175 loss: 3.2175 2022/08/13 17:45:56 - mmengine - INFO - Epoch(train) [31][2500/3757] lr: 8.8118e-02 eta: 3 days, 2:20:20 time: 0.3193 data_time: 0.0157 memory: 9201 grad_norm: 2.2337 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.8649 loss: 2.8649 2022/08/13 17:46:28 - mmengine - INFO - Epoch(train) [31][2600/3757] lr: 8.8187e-02 eta: 3 days, 2:19:49 time: 0.3189 data_time: 0.0181 memory: 9201 grad_norm: 2.2617 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3037 loss: 3.3037 2022/08/13 17:46:59 - mmengine - INFO - Epoch(train) [31][2700/3757] lr: 8.8255e-02 eta: 3 days, 2:19:18 time: 0.3164 data_time: 0.0166 memory: 9201 grad_norm: 2.2155 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.2602 loss: 3.2602 2022/08/13 17:47:31 - mmengine - INFO - Epoch(train) [31][2800/3757] lr: 8.8323e-02 eta: 3 days, 2:18:48 time: 0.3156 data_time: 0.0166 memory: 9201 grad_norm: 2.2315 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.1284 loss: 3.1284 2022/08/13 17:48:03 - mmengine - INFO - Epoch(train) [31][2900/3757] lr: 8.8391e-02 eta: 3 days, 2:18:17 time: 0.3230 data_time: 0.0178 memory: 9201 grad_norm: 2.3433 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1570 loss: 3.1570 2022/08/13 17:48:35 - mmengine - INFO - Epoch(train) [31][3000/3757] lr: 8.8459e-02 eta: 3 days, 2:17:47 time: 0.3172 data_time: 0.0170 memory: 9201 grad_norm: 2.2486 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2621 loss: 3.2621 2022/08/13 17:49:07 - mmengine - INFO - Epoch(train) [31][3100/3757] lr: 8.8527e-02 eta: 3 days, 2:17:17 time: 0.3225 data_time: 0.0179 memory: 9201 grad_norm: 2.2056 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.0388 loss: 3.0388 2022/08/13 17:49:39 - mmengine - INFO - Epoch(train) [31][3200/3757] lr: 8.8595e-02 eta: 3 days, 2:16:46 time: 0.3142 data_time: 0.0161 memory: 9201 grad_norm: 2.2669 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1023 loss: 3.1023 2022/08/13 17:50:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 17:50:10 - mmengine - INFO - Epoch(train) [31][3300/3757] lr: 8.8663e-02 eta: 3 days, 2:16:16 time: 0.3154 data_time: 0.0167 memory: 9201 grad_norm: 2.2799 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4588 loss: 3.4588 2022/08/13 17:50:42 - mmengine - INFO - Epoch(train) [31][3400/3757] lr: 8.8731e-02 eta: 3 days, 2:15:44 time: 0.3155 data_time: 0.0169 memory: 9201 grad_norm: 2.2356 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2894 loss: 3.2894 2022/08/13 17:51:14 - mmengine - INFO - Epoch(train) [31][3500/3757] lr: 8.8799e-02 eta: 3 days, 2:15:14 time: 0.3162 data_time: 0.0172 memory: 9201 grad_norm: 2.2179 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.3928 loss: 3.3928 2022/08/13 17:51:46 - mmengine - INFO - Epoch(train) [31][3600/3757] lr: 8.8868e-02 eta: 3 days, 2:14:43 time: 0.3168 data_time: 0.0182 memory: 9201 grad_norm: 2.2123 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4607 loss: 3.4607 2022/08/13 17:52:17 - mmengine - INFO - Epoch(train) [31][3700/3757] lr: 8.8936e-02 eta: 3 days, 2:14:11 time: 0.3165 data_time: 0.0168 memory: 9201 grad_norm: 2.2578 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.2295 loss: 3.2295 2022/08/13 17:52:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 17:52:35 - mmengine - INFO - Epoch(train) [31][3757/3757] lr: 8.8974e-02 eta: 3 days, 2:14:01 time: 0.2996 data_time: 0.0154 memory: 9201 grad_norm: 2.2577 top1_acc: 0.1429 top5_acc: 0.1429 loss_cls: 3.3153 loss: 3.3153 2022/08/13 17:53:10 - mmengine - INFO - Epoch(train) [32][100/3757] lr: 8.8836e-02 eta: 3 days, 2:13:04 time: 0.3159 data_time: 0.0165 memory: 9201 grad_norm: 2.2589 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2242 loss: 3.2242 2022/08/13 17:53:41 - mmengine - INFO - Epoch(train) [32][200/3757] lr: 8.8904e-02 eta: 3 days, 2:12:32 time: 0.3144 data_time: 0.0161 memory: 9201 grad_norm: 2.1899 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1841 loss: 3.1841 2022/08/13 17:54:13 - mmengine - INFO - Epoch(train) [32][300/3757] lr: 8.8972e-02 eta: 3 days, 2:12:01 time: 0.3158 data_time: 0.0166 memory: 9201 grad_norm: 2.2503 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1515 loss: 3.1515 2022/08/13 17:54:45 - mmengine - INFO - Epoch(train) [32][400/3757] lr: 8.9040e-02 eta: 3 days, 2:11:30 time: 0.3166 data_time: 0.0171 memory: 9201 grad_norm: 2.2136 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5476 loss: 3.5476 2022/08/13 17:55:17 - mmengine - INFO - Epoch(train) [32][500/3757] lr: 8.9108e-02 eta: 3 days, 2:11:00 time: 0.3177 data_time: 0.0172 memory: 9201 grad_norm: 2.2536 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8499 loss: 2.8499 2022/08/13 17:55:27 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 17:55:49 - mmengine - INFO - Epoch(train) [32][600/3757] lr: 8.9176e-02 eta: 3 days, 2:10:29 time: 0.3189 data_time: 0.0171 memory: 9201 grad_norm: 2.2649 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0363 loss: 3.0363 2022/08/13 17:56:22 - mmengine - INFO - Epoch(train) [32][700/3757] lr: 8.9244e-02 eta: 3 days, 2:10:10 time: 0.3154 data_time: 0.0163 memory: 9201 grad_norm: 2.2008 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2222 loss: 3.2222 2022/08/13 17:56:54 - mmengine - INFO - Epoch(train) [32][800/3757] lr: 8.9311e-02 eta: 3 days, 2:09:38 time: 0.3150 data_time: 0.0168 memory: 9201 grad_norm: 2.2380 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3532 loss: 3.3532 2022/08/13 17:57:25 - mmengine - INFO - Epoch(train) [32][900/3757] lr: 8.9379e-02 eta: 3 days, 2:09:07 time: 0.3177 data_time: 0.0166 memory: 9201 grad_norm: 2.3543 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0585 loss: 3.0585 2022/08/13 17:57:57 - mmengine - INFO - Epoch(train) [32][1000/3757] lr: 8.9447e-02 eta: 3 days, 2:08:36 time: 0.3171 data_time: 0.0175 memory: 9201 grad_norm: 2.2725 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0203 loss: 3.0203 2022/08/13 17:58:29 - mmengine - INFO - Epoch(train) [32][1100/3757] lr: 8.9515e-02 eta: 3 days, 2:08:05 time: 0.3159 data_time: 0.0184 memory: 9201 grad_norm: 2.2259 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1199 loss: 3.1199 2022/08/13 17:59:00 - mmengine - INFO - Epoch(train) [32][1200/3757] lr: 8.9583e-02 eta: 3 days, 2:07:33 time: 0.3165 data_time: 0.0174 memory: 9201 grad_norm: 2.2797 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.3869 loss: 3.3869 2022/08/13 17:59:32 - mmengine - INFO - Epoch(train) [32][1300/3757] lr: 8.9651e-02 eta: 3 days, 2:07:02 time: 0.3147 data_time: 0.0155 memory: 9201 grad_norm: 2.2466 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2828 loss: 3.2828 2022/08/13 18:00:06 - mmengine - INFO - Epoch(train) [32][1400/3757] lr: 8.9719e-02 eta: 3 days, 2:06:49 time: 0.4484 data_time: 0.0185 memory: 9201 grad_norm: 2.2160 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4308 loss: 3.4308 2022/08/13 18:00:38 - mmengine - INFO - Epoch(train) [32][1500/3757] lr: 8.9787e-02 eta: 3 days, 2:06:18 time: 0.3167 data_time: 0.0177 memory: 9201 grad_norm: 2.2705 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7486 loss: 3.7486 2022/08/13 18:00:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 18:01:10 - mmengine - INFO - Epoch(train) [32][1600/3757] lr: 8.9855e-02 eta: 3 days, 2:05:47 time: 0.3177 data_time: 0.0161 memory: 9201 grad_norm: 2.3046 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9605 loss: 2.9605 2022/08/13 18:01:42 - mmengine - INFO - Epoch(train) [32][1700/3757] lr: 8.9923e-02 eta: 3 days, 2:05:16 time: 0.3161 data_time: 0.0168 memory: 9201 grad_norm: 2.1898 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3755 loss: 3.3755 2022/08/13 18:02:14 - mmengine - INFO - Epoch(train) [32][1800/3757] lr: 8.9991e-02 eta: 3 days, 2:04:46 time: 0.3164 data_time: 0.0168 memory: 9201 grad_norm: 2.2397 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2638 loss: 3.2638 2022/08/13 18:02:45 - mmengine - INFO - Epoch(train) [32][1900/3757] lr: 9.0059e-02 eta: 3 days, 2:04:15 time: 0.3164 data_time: 0.0170 memory: 9201 grad_norm: 2.2421 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4372 loss: 3.4372 2022/08/13 18:03:17 - mmengine - INFO - Epoch(train) [32][2000/3757] lr: 9.0127e-02 eta: 3 days, 2:03:45 time: 0.3179 data_time: 0.0175 memory: 9201 grad_norm: 2.1970 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.2614 loss: 3.2614 2022/08/13 18:03:49 - mmengine - INFO - Epoch(train) [32][2100/3757] lr: 9.0195e-02 eta: 3 days, 2:03:14 time: 0.3171 data_time: 0.0168 memory: 9201 grad_norm: 2.2106 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1056 loss: 3.1056 2022/08/13 18:04:21 - mmengine - INFO - Epoch(train) [32][2200/3757] lr: 9.0263e-02 eta: 3 days, 2:02:43 time: 0.3164 data_time: 0.0176 memory: 9201 grad_norm: 2.2027 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4770 loss: 3.4770 2022/08/13 18:04:52 - mmengine - INFO - Epoch(train) [32][2300/3757] lr: 9.0331e-02 eta: 3 days, 2:02:12 time: 0.3144 data_time: 0.0168 memory: 9201 grad_norm: 2.3145 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4424 loss: 3.4424 2022/08/13 18:05:25 - mmengine - INFO - Epoch(train) [32][2400/3757] lr: 9.0398e-02 eta: 3 days, 2:01:44 time: 0.3208 data_time: 0.0165 memory: 9201 grad_norm: 2.2196 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0910 loss: 3.0910 2022/08/13 18:05:56 - mmengine - INFO - Epoch(train) [32][2500/3757] lr: 9.0466e-02 eta: 3 days, 2:01:12 time: 0.3157 data_time: 0.0173 memory: 9201 grad_norm: 2.2648 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.4638 loss: 3.4638 2022/08/13 18:06:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 18:06:28 - mmengine - INFO - Epoch(train) [32][2600/3757] lr: 9.0534e-02 eta: 3 days, 2:00:41 time: 0.3172 data_time: 0.0169 memory: 9201 grad_norm: 2.2099 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1990 loss: 3.1990 2022/08/13 18:07:00 - mmengine - INFO - Epoch(train) [32][2700/3757] lr: 9.0602e-02 eta: 3 days, 2:00:10 time: 0.3160 data_time: 0.0168 memory: 9201 grad_norm: 2.1390 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1945 loss: 3.1945 2022/08/13 18:07:32 - mmengine - INFO - Epoch(train) [32][2800/3757] lr: 9.0670e-02 eta: 3 days, 1:59:42 time: 0.3155 data_time: 0.0169 memory: 9201 grad_norm: 2.2437 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1733 loss: 3.1733 2022/08/13 18:08:04 - mmengine - INFO - Epoch(train) [32][2900/3757] lr: 9.0738e-02 eta: 3 days, 1:59:12 time: 0.3142 data_time: 0.0162 memory: 9201 grad_norm: 2.2286 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1541 loss: 3.1541 2022/08/13 18:08:36 - mmengine - INFO - Epoch(train) [32][3000/3757] lr: 9.0806e-02 eta: 3 days, 1:58:41 time: 0.3157 data_time: 0.0172 memory: 9201 grad_norm: 2.2238 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3573 loss: 3.3573 2022/08/13 18:09:07 - mmengine - INFO - Epoch(train) [32][3100/3757] lr: 9.0874e-02 eta: 3 days, 1:58:10 time: 0.3180 data_time: 0.0173 memory: 9201 grad_norm: 2.2268 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1696 loss: 3.1696 2022/08/13 18:09:39 - mmengine - INFO - Epoch(train) [32][3200/3757] lr: 9.0942e-02 eta: 3 days, 1:57:39 time: 0.3168 data_time: 0.0172 memory: 9201 grad_norm: 2.2316 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3175 loss: 3.3175 2022/08/13 18:10:12 - mmengine - INFO - Epoch(train) [32][3300/3757] lr: 9.1010e-02 eta: 3 days, 1:57:13 time: 0.3161 data_time: 0.0175 memory: 9201 grad_norm: 2.2390 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3070 loss: 3.3070 2022/08/13 18:10:43 - mmengine - INFO - Epoch(train) [32][3400/3757] lr: 9.1078e-02 eta: 3 days, 1:56:43 time: 0.3159 data_time: 0.0165 memory: 9201 grad_norm: 2.2267 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.2514 loss: 3.2514 2022/08/13 18:11:15 - mmengine - INFO - Epoch(train) [32][3500/3757] lr: 9.1146e-02 eta: 3 days, 1:56:14 time: 0.3199 data_time: 0.0169 memory: 9201 grad_norm: 2.2583 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4893 loss: 3.4893 2022/08/13 18:11:26 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 18:11:47 - mmengine - INFO - Epoch(train) [32][3600/3757] lr: 9.1214e-02 eta: 3 days, 1:55:43 time: 0.3215 data_time: 0.0169 memory: 9201 grad_norm: 2.2744 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4146 loss: 3.4146 2022/08/13 18:12:19 - mmengine - INFO - Epoch(train) [32][3700/3757] lr: 9.1282e-02 eta: 3 days, 1:55:12 time: 0.3164 data_time: 0.0168 memory: 9201 grad_norm: 2.2704 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4089 loss: 3.4089 2022/08/13 18:12:37 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 18:12:37 - mmengine - INFO - Epoch(train) [32][3757/3757] lr: 9.1320e-02 eta: 3 days, 1:55:00 time: 0.2991 data_time: 0.0148 memory: 9201 grad_norm: 2.2200 top1_acc: 0.1429 top5_acc: 0.2857 loss_cls: 3.2688 loss: 3.2688 2022/08/13 18:12:37 - mmengine - INFO - Saving checkpoint at 32 epochs 2022/08/13 18:13:13 - mmengine - INFO - Epoch(train) [33][100/3757] lr: 9.1169e-02 eta: 3 days, 1:53:54 time: 0.3152 data_time: 0.0169 memory: 9201 grad_norm: 2.2608 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2630 loss: 3.2630 2022/08/13 18:13:44 - mmengine - INFO - Epoch(train) [33][200/3757] lr: 9.1237e-02 eta: 3 days, 1:53:22 time: 0.3141 data_time: 0.0156 memory: 9201 grad_norm: 2.2764 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2471 loss: 3.2471 2022/08/13 18:14:16 - mmengine - INFO - Epoch(train) [33][300/3757] lr: 9.1305e-02 eta: 3 days, 1:52:51 time: 0.3177 data_time: 0.0157 memory: 9201 grad_norm: 2.1801 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3805 loss: 3.3805 2022/08/13 18:14:48 - mmengine - INFO - Epoch(train) [33][400/3757] lr: 9.1372e-02 eta: 3 days, 1:52:20 time: 0.3169 data_time: 0.0162 memory: 9201 grad_norm: 2.2187 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9844 loss: 2.9844 2022/08/13 18:15:20 - mmengine - INFO - Epoch(train) [33][500/3757] lr: 9.1440e-02 eta: 3 days, 1:51:49 time: 0.3173 data_time: 0.0170 memory: 9201 grad_norm: 2.3504 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1541 loss: 3.1541 2022/08/13 18:15:52 - mmengine - INFO - Epoch(train) [33][600/3757] lr: 9.1508e-02 eta: 3 days, 1:51:19 time: 0.3204 data_time: 0.0160 memory: 9201 grad_norm: 2.2777 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0491 loss: 3.0491 2022/08/13 18:16:23 - mmengine - INFO - Epoch(train) [33][700/3757] lr: 9.1576e-02 eta: 3 days, 1:50:48 time: 0.3152 data_time: 0.0160 memory: 9201 grad_norm: 2.2686 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2314 loss: 3.2314 2022/08/13 18:16:48 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 18:16:55 - mmengine - INFO - Epoch(train) [33][800/3757] lr: 9.1644e-02 eta: 3 days, 1:50:17 time: 0.3159 data_time: 0.0165 memory: 9201 grad_norm: 2.2349 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5690 loss: 3.5690 2022/08/13 18:17:27 - mmengine - INFO - Epoch(train) [33][900/3757] lr: 9.1711e-02 eta: 3 days, 1:49:48 time: 0.3159 data_time: 0.0159 memory: 9201 grad_norm: 2.2437 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1479 loss: 3.1479 2022/08/13 18:17:59 - mmengine - INFO - Epoch(train) [33][1000/3757] lr: 9.1779e-02 eta: 3 days, 1:49:17 time: 0.3204 data_time: 0.0181 memory: 9201 grad_norm: 2.2584 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3000 loss: 3.3000 2022/08/13 18:18:31 - mmengine - INFO - Epoch(train) [33][1100/3757] lr: 9.1847e-02 eta: 3 days, 1:48:47 time: 0.3170 data_time: 0.0169 memory: 9201 grad_norm: 2.2232 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4130 loss: 3.4130 2022/08/13 18:19:02 - mmengine - INFO - Epoch(train) [33][1200/3757] lr: 9.1915e-02 eta: 3 days, 1:48:16 time: 0.3163 data_time: 0.0164 memory: 9201 grad_norm: 2.1230 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.6047 loss: 3.6047 2022/08/13 18:19:34 - mmengine - INFO - Epoch(train) [33][1300/3757] lr: 9.1982e-02 eta: 3 days, 1:47:46 time: 0.3158 data_time: 0.0164 memory: 9201 grad_norm: 2.2331 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2928 loss: 3.2928 2022/08/13 18:20:07 - mmengine - INFO - Epoch(train) [33][1400/3757] lr: 9.2050e-02 eta: 3 days, 1:47:18 time: 0.3148 data_time: 0.0166 memory: 9201 grad_norm: 2.1539 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1060 loss: 3.1060 2022/08/13 18:20:38 - mmengine - INFO - Epoch(train) [33][1500/3757] lr: 9.2118e-02 eta: 3 days, 1:46:47 time: 0.3210 data_time: 0.0170 memory: 9201 grad_norm: 2.1702 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9598 loss: 2.9598 2022/08/13 18:21:10 - mmengine - INFO - Epoch(train) [33][1600/3757] lr: 9.2186e-02 eta: 3 days, 1:46:17 time: 0.3167 data_time: 0.0170 memory: 9201 grad_norm: 2.2705 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.3465 loss: 3.3465 2022/08/13 18:21:42 - mmengine - INFO - Epoch(train) [33][1700/3757] lr: 9.2254e-02 eta: 3 days, 1:45:46 time: 0.3174 data_time: 0.0176 memory: 9201 grad_norm: 2.2120 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3295 loss: 3.3295 2022/08/13 18:22:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 18:22:14 - mmengine - INFO - Epoch(train) [33][1800/3757] lr: 9.2321e-02 eta: 3 days, 1:45:15 time: 0.3183 data_time: 0.0181 memory: 9201 grad_norm: 2.2627 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1506 loss: 3.1506 2022/08/13 18:22:46 - mmengine - INFO - Epoch(train) [33][1900/3757] lr: 9.2389e-02 eta: 3 days, 1:44:45 time: 0.3162 data_time: 0.0170 memory: 9201 grad_norm: 2.1428 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1926 loss: 3.1926 2022/08/13 18:23:17 - mmengine - INFO - Epoch(train) [33][2000/3757] lr: 9.2457e-02 eta: 3 days, 1:44:15 time: 0.3170 data_time: 0.0162 memory: 9201 grad_norm: 2.2268 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.5971 loss: 3.5971 2022/08/13 18:23:49 - mmengine - INFO - Epoch(train) [33][2100/3757] lr: 9.2525e-02 eta: 3 days, 1:43:44 time: 0.3186 data_time: 0.0174 memory: 9201 grad_norm: 2.2199 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2508 loss: 3.2508 2022/08/13 18:24:21 - mmengine - INFO - Epoch(train) [33][2200/3757] lr: 9.2592e-02 eta: 3 days, 1:43:13 time: 0.3149 data_time: 0.0162 memory: 9201 grad_norm: 2.3058 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1908 loss: 3.1908 2022/08/13 18:24:53 - mmengine - INFO - Epoch(train) [33][2300/3757] lr: 9.2660e-02 eta: 3 days, 1:42:43 time: 0.3151 data_time: 0.0153 memory: 9201 grad_norm: 2.1827 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 3.5417 loss: 3.5417 2022/08/13 18:25:25 - mmengine - INFO - Epoch(train) [33][2400/3757] lr: 9.2728e-02 eta: 3 days, 1:42:12 time: 0.3160 data_time: 0.0168 memory: 9201 grad_norm: 2.2402 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3054 loss: 3.3054 2022/08/13 18:25:56 - mmengine - INFO - Epoch(train) [33][2500/3757] lr: 9.2796e-02 eta: 3 days, 1:41:41 time: 0.3193 data_time: 0.0172 memory: 9201 grad_norm: 2.1592 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1684 loss: 3.1684 2022/08/13 18:26:28 - mmengine - INFO - Epoch(train) [33][2600/3757] lr: 9.2863e-02 eta: 3 days, 1:41:11 time: 0.3213 data_time: 0.0166 memory: 9201 grad_norm: 2.1861 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.3902 loss: 3.3902 2022/08/13 18:27:00 - mmengine - INFO - Epoch(train) [33][2700/3757] lr: 9.2931e-02 eta: 3 days, 1:40:40 time: 0.3185 data_time: 0.0161 memory: 9201 grad_norm: 2.1644 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.2381 loss: 3.2381 2022/08/13 18:27:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 18:27:32 - mmengine - INFO - Epoch(train) [33][2800/3757] lr: 9.2999e-02 eta: 3 days, 1:40:10 time: 0.3189 data_time: 0.0172 memory: 9201 grad_norm: 2.1901 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3119 loss: 3.3119 2022/08/13 18:28:04 - mmengine - INFO - Epoch(train) [33][2900/3757] lr: 9.3067e-02 eta: 3 days, 1:39:38 time: 0.3161 data_time: 0.0167 memory: 9201 grad_norm: 2.1450 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1483 loss: 3.1483 2022/08/13 18:28:36 - mmengine - INFO - Epoch(train) [33][3000/3757] lr: 9.3135e-02 eta: 3 days, 1:39:08 time: 0.3160 data_time: 0.0165 memory: 9201 grad_norm: 2.2412 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3353 loss: 3.3353 2022/08/13 18:29:08 - mmengine - INFO - Epoch(train) [33][3100/3757] lr: 9.3202e-02 eta: 3 days, 1:38:38 time: 0.3248 data_time: 0.0163 memory: 9201 grad_norm: 2.2378 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0969 loss: 3.0969 2022/08/13 18:29:39 - mmengine - INFO - Epoch(train) [33][3200/3757] lr: 9.3270e-02 eta: 3 days, 1:38:07 time: 0.3147 data_time: 0.0174 memory: 9201 grad_norm: 2.1896 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.0356 loss: 3.0356 2022/08/13 18:30:11 - mmengine - INFO - Epoch(train) [33][3300/3757] lr: 9.3338e-02 eta: 3 days, 1:37:36 time: 0.3163 data_time: 0.0164 memory: 9201 grad_norm: 2.1947 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.4866 loss: 3.4866 2022/08/13 18:30:43 - mmengine - INFO - Epoch(train) [33][3400/3757] lr: 9.3406e-02 eta: 3 days, 1:37:06 time: 0.3154 data_time: 0.0170 memory: 9201 grad_norm: 2.1630 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4855 loss: 3.4855 2022/08/13 18:31:15 - mmengine - INFO - Epoch(train) [33][3500/3757] lr: 9.3473e-02 eta: 3 days, 1:36:35 time: 0.3151 data_time: 0.0163 memory: 9201 grad_norm: 2.2516 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4139 loss: 3.4139 2022/08/13 18:31:47 - mmengine - INFO - Epoch(train) [33][3600/3757] lr: 9.3541e-02 eta: 3 days, 1:36:07 time: 0.3189 data_time: 0.0167 memory: 9201 grad_norm: 2.1662 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2029 loss: 3.2029 2022/08/13 18:32:19 - mmengine - INFO - Epoch(train) [33][3700/3757] lr: 9.3609e-02 eta: 3 days, 1:35:36 time: 0.3206 data_time: 0.0173 memory: 9201 grad_norm: 2.2131 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9689 loss: 2.9689 2022/08/13 18:32:36 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 18:32:36 - mmengine - INFO - Epoch(train) [33][3757/3757] lr: 9.3648e-02 eta: 3 days, 1:35:24 time: 0.2995 data_time: 0.0151 memory: 9201 grad_norm: 2.1750 top1_acc: 0.2857 top5_acc: 0.5714 loss_cls: 3.1735 loss: 3.1735 2022/08/13 18:32:45 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 18:33:11 - mmengine - INFO - Epoch(train) [34][100/3757] lr: 9.3483e-02 eta: 3 days, 1:34:27 time: 0.3193 data_time: 0.0189 memory: 9201 grad_norm: 2.2973 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9776 loss: 2.9776 2022/08/13 18:33:42 - mmengine - INFO - Epoch(train) [34][200/3757] lr: 9.3551e-02 eta: 3 days, 1:33:56 time: 0.3214 data_time: 0.0181 memory: 9201 grad_norm: 2.2479 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0269 loss: 3.0269 2022/08/13 18:34:14 - mmengine - INFO - Epoch(train) [34][300/3757] lr: 9.3618e-02 eta: 3 days, 1:33:24 time: 0.3158 data_time: 0.0164 memory: 9201 grad_norm: 2.1615 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0135 loss: 3.0135 2022/08/13 18:34:46 - mmengine - INFO - Epoch(train) [34][400/3757] lr: 9.3686e-02 eta: 3 days, 1:32:54 time: 0.3167 data_time: 0.0173 memory: 9201 grad_norm: 2.1844 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0868 loss: 3.0868 2022/08/13 18:35:18 - mmengine - INFO - Epoch(train) [34][500/3757] lr: 9.3754e-02 eta: 3 days, 1:32:23 time: 0.3160 data_time: 0.0176 memory: 9201 grad_norm: 2.2074 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1978 loss: 3.1978 2022/08/13 18:35:49 - mmengine - INFO - Epoch(train) [34][600/3757] lr: 9.3821e-02 eta: 3 days, 1:31:52 time: 0.3144 data_time: 0.0160 memory: 9201 grad_norm: 2.1663 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2164 loss: 3.2164 2022/08/13 18:36:21 - mmengine - INFO - Epoch(train) [34][700/3757] lr: 9.3889e-02 eta: 3 days, 1:31:22 time: 0.3195 data_time: 0.0187 memory: 9201 grad_norm: 2.1466 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3960 loss: 3.3960 2022/08/13 18:36:53 - mmengine - INFO - Epoch(train) [34][800/3757] lr: 9.3957e-02 eta: 3 days, 1:30:50 time: 0.3157 data_time: 0.0170 memory: 9201 grad_norm: 2.2262 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.3251 loss: 3.3251 2022/08/13 18:37:25 - mmengine - INFO - Epoch(train) [34][900/3757] lr: 9.4024e-02 eta: 3 days, 1:30:20 time: 0.3153 data_time: 0.0162 memory: 9201 grad_norm: 2.1999 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4543 loss: 3.4543 2022/08/13 18:37:57 - mmengine - INFO - Epoch(train) [34][1000/3757] lr: 9.4092e-02 eta: 3 days, 1:29:49 time: 0.3170 data_time: 0.0173 memory: 9201 grad_norm: 2.2737 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0748 loss: 3.0748 2022/08/13 18:38:03 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 18:38:28 - mmengine - INFO - Epoch(train) [34][1100/3757] lr: 9.4159e-02 eta: 3 days, 1:29:18 time: 0.3154 data_time: 0.0161 memory: 9201 grad_norm: 2.2527 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.1421 loss: 3.1421 2022/08/13 18:39:00 - mmengine - INFO - Epoch(train) [34][1200/3757] lr: 9.4227e-02 eta: 3 days, 1:28:48 time: 0.3170 data_time: 0.0171 memory: 9201 grad_norm: 2.1987 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2717 loss: 3.2717 2022/08/13 18:39:32 - mmengine - INFO - Epoch(train) [34][1300/3757] lr: 9.4295e-02 eta: 3 days, 1:28:17 time: 0.3159 data_time: 0.0169 memory: 9201 grad_norm: 2.2332 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.4305 loss: 3.4305 2022/08/13 18:40:04 - mmengine - INFO - Epoch(train) [34][1400/3757] lr: 9.4362e-02 eta: 3 days, 1:27:46 time: 0.3175 data_time: 0.0167 memory: 9201 grad_norm: 2.2038 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9588 loss: 2.9588 2022/08/13 18:40:35 - mmengine - INFO - Epoch(train) [34][1500/3757] lr: 9.4430e-02 eta: 3 days, 1:27:14 time: 0.3158 data_time: 0.0164 memory: 9201 grad_norm: 2.1898 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.1681 loss: 3.1681 2022/08/13 18:41:07 - mmengine - INFO - Epoch(train) [34][1600/3757] lr: 9.4497e-02 eta: 3 days, 1:26:43 time: 0.3161 data_time: 0.0167 memory: 9201 grad_norm: 2.2571 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3299 loss: 3.3299 2022/08/13 18:41:39 - mmengine - INFO - Epoch(train) [34][1700/3757] lr: 9.4565e-02 eta: 3 days, 1:26:13 time: 0.3172 data_time: 0.0174 memory: 9201 grad_norm: 2.1605 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3232 loss: 3.3232 2022/08/13 18:42:11 - mmengine - INFO - Epoch(train) [34][1800/3757] lr: 9.4633e-02 eta: 3 days, 1:25:42 time: 0.3184 data_time: 0.0178 memory: 9201 grad_norm: 2.1738 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1179 loss: 3.1179 2022/08/13 18:42:43 - mmengine - INFO - Epoch(train) [34][1900/3757] lr: 9.4700e-02 eta: 3 days, 1:25:11 time: 0.3161 data_time: 0.0175 memory: 9201 grad_norm: 2.1812 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3883 loss: 3.3883 2022/08/13 18:43:14 - mmengine - INFO - Epoch(train) [34][2000/3757] lr: 9.4768e-02 eta: 3 days, 1:24:40 time: 0.3151 data_time: 0.0174 memory: 9201 grad_norm: 2.2183 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.2640 loss: 3.2640 2022/08/13 18:43:21 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 18:43:46 - mmengine - INFO - Epoch(train) [34][2100/3757] lr: 9.4835e-02 eta: 3 days, 1:24:11 time: 0.3161 data_time: 0.0169 memory: 9201 grad_norm: 2.2578 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3561 loss: 3.3561 2022/08/13 18:44:18 - mmengine - INFO - Epoch(train) [34][2200/3757] lr: 9.4903e-02 eta: 3 days, 1:23:41 time: 0.3150 data_time: 0.0164 memory: 9201 grad_norm: 2.2009 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.6074 loss: 3.6074 2022/08/13 18:44:50 - mmengine - INFO - Epoch(train) [34][2300/3757] lr: 9.4971e-02 eta: 3 days, 1:23:10 time: 0.3179 data_time: 0.0182 memory: 9201 grad_norm: 2.1899 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4126 loss: 3.4126 2022/08/13 18:45:22 - mmengine - INFO - Epoch(train) [34][2400/3757] lr: 9.5038e-02 eta: 3 days, 1:22:39 time: 0.3154 data_time: 0.0164 memory: 9201 grad_norm: 2.2250 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.3059 loss: 3.3059 2022/08/13 18:45:54 - mmengine - INFO - Epoch(train) [34][2500/3757] lr: 9.5106e-02 eta: 3 days, 1:22:08 time: 0.3191 data_time: 0.0176 memory: 9201 grad_norm: 2.1107 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3217 loss: 3.3217 2022/08/13 18:46:25 - mmengine - INFO - Epoch(train) [34][2600/3757] lr: 9.5173e-02 eta: 3 days, 1:21:37 time: 0.3180 data_time: 0.0171 memory: 9201 grad_norm: 2.2348 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1191 loss: 3.1191 2022/08/13 18:46:57 - mmengine - INFO - Epoch(train) [34][2700/3757] lr: 9.5241e-02 eta: 3 days, 1:21:06 time: 0.3155 data_time: 0.0176 memory: 9201 grad_norm: 2.1673 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1940 loss: 3.1940 2022/08/13 18:47:29 - mmengine - INFO - Epoch(train) [34][2800/3757] lr: 9.5309e-02 eta: 3 days, 1:20:36 time: 0.3203 data_time: 0.0163 memory: 9201 grad_norm: 2.2148 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.9568 loss: 2.9568 2022/08/13 18:48:01 - mmengine - INFO - Epoch(train) [34][2900/3757] lr: 9.5376e-02 eta: 3 days, 1:20:05 time: 0.3164 data_time: 0.0161 memory: 9201 grad_norm: 2.1930 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4473 loss: 3.4473 2022/08/13 18:48:33 - mmengine - INFO - Epoch(train) [34][3000/3757] lr: 9.5444e-02 eta: 3 days, 1:19:35 time: 0.3176 data_time: 0.0166 memory: 9201 grad_norm: 2.2391 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.2904 loss: 3.2904 2022/08/13 18:48:39 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 18:49:04 - mmengine - INFO - Epoch(train) [34][3100/3757] lr: 9.5512e-02 eta: 3 days, 1:19:04 time: 0.3154 data_time: 0.0164 memory: 9201 grad_norm: 2.2176 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.9708 loss: 2.9708 2022/08/13 18:49:36 - mmengine - INFO - Epoch(train) [34][3200/3757] lr: 9.5579e-02 eta: 3 days, 1:18:34 time: 0.3173 data_time: 0.0175 memory: 9201 grad_norm: 2.1655 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1347 loss: 3.1347 2022/08/13 18:50:08 - mmengine - INFO - Epoch(train) [34][3300/3757] lr: 9.5647e-02 eta: 3 days, 1:18:02 time: 0.3154 data_time: 0.0166 memory: 9201 grad_norm: 2.2543 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1600 loss: 3.1600 2022/08/13 18:50:40 - mmengine - INFO - Epoch(train) [34][3400/3757] lr: 9.5714e-02 eta: 3 days, 1:17:32 time: 0.3168 data_time: 0.0168 memory: 9201 grad_norm: 2.1943 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3678 loss: 3.3678 2022/08/13 18:51:12 - mmengine - INFO - Epoch(train) [34][3500/3757] lr: 9.5782e-02 eta: 3 days, 1:17:01 time: 0.3216 data_time: 0.0175 memory: 9201 grad_norm: 2.1871 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8596 loss: 2.8596 2022/08/13 18:51:44 - mmengine - INFO - Epoch(train) [34][3600/3757] lr: 9.5850e-02 eta: 3 days, 1:16:30 time: 0.3181 data_time: 0.0174 memory: 9201 grad_norm: 2.1431 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.2590 loss: 3.2590 2022/08/13 18:52:15 - mmengine - INFO - Epoch(train) [34][3700/3757] lr: 9.5917e-02 eta: 3 days, 1:16:00 time: 0.3157 data_time: 0.0168 memory: 9201 grad_norm: 2.2175 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.6205 loss: 3.6205 2022/08/13 18:52:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 18:52:33 - mmengine - INFO - Epoch(train) [34][3757/3757] lr: 9.5956e-02 eta: 3 days, 1:15:48 time: 0.2988 data_time: 0.0138 memory: 9201 grad_norm: 2.2108 top1_acc: 0.4286 top5_acc: 0.5714 loss_cls: 3.4297 loss: 3.4297 2022/08/13 18:53:07 - mmengine - INFO - Epoch(train) [35][100/3757] lr: 9.5710e-02 eta: 3 days, 1:14:51 time: 0.3168 data_time: 0.0161 memory: 9201 grad_norm: 2.2182 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1184 loss: 3.1184 2022/08/13 18:53:39 - mmengine - INFO - Epoch(train) [35][200/3757] lr: 9.5710e-02 eta: 3 days, 1:14:20 time: 0.3168 data_time: 0.0165 memory: 9201 grad_norm: 2.1848 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.3154 loss: 3.3154 2022/08/13 18:53:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 18:54:11 - mmengine - INFO - Epoch(train) [35][300/3757] lr: 9.5710e-02 eta: 3 days, 1:13:49 time: 0.3189 data_time: 0.0163 memory: 9201 grad_norm: 2.1850 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2777 loss: 3.2777 2022/08/13 18:54:46 - mmengine - INFO - Epoch(train) [35][400/3757] lr: 9.5710e-02 eta: 3 days, 1:13:43 time: 0.5102 data_time: 0.0173 memory: 9201 grad_norm: 2.2324 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2628 loss: 3.2628 2022/08/13 18:55:18 - mmengine - INFO - Epoch(train) [35][500/3757] lr: 9.5710e-02 eta: 3 days, 1:13:12 time: 0.3154 data_time: 0.0159 memory: 9201 grad_norm: 2.1714 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2208 loss: 3.2208 2022/08/13 18:55:50 - mmengine - INFO - Epoch(train) [35][600/3757] lr: 9.5710e-02 eta: 3 days, 1:12:42 time: 0.3171 data_time: 0.0178 memory: 9201 grad_norm: 2.1536 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.2336 loss: 3.2336 2022/08/13 18:56:22 - mmengine - INFO - Epoch(train) [35][700/3757] lr: 9.5710e-02 eta: 3 days, 1:12:11 time: 0.3160 data_time: 0.0165 memory: 9201 grad_norm: 2.1612 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4764 loss: 3.4764 2022/08/13 18:56:54 - mmengine - INFO - Epoch(train) [35][800/3757] lr: 9.5710e-02 eta: 3 days, 1:11:41 time: 0.3211 data_time: 0.0174 memory: 9201 grad_norm: 2.1426 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.3376 loss: 3.3376 2022/08/13 18:57:26 - mmengine - INFO - Epoch(train) [35][900/3757] lr: 9.5710e-02 eta: 3 days, 1:11:10 time: 0.3164 data_time: 0.0171 memory: 9201 grad_norm: 2.1740 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 3.1721 loss: 3.1721 2022/08/13 18:57:58 - mmengine - INFO - Epoch(train) [35][1000/3757] lr: 9.5710e-02 eta: 3 days, 1:10:40 time: 0.3162 data_time: 0.0168 memory: 9201 grad_norm: 2.2101 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.3053 loss: 3.3053 2022/08/13 18:58:30 - mmengine - INFO - Epoch(train) [35][1100/3757] lr: 9.5710e-02 eta: 3 days, 1:10:12 time: 0.3161 data_time: 0.0166 memory: 9201 grad_norm: 2.2344 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8718 loss: 2.8718 2022/08/13 18:59:02 - mmengine - INFO - Epoch(train) [35][1200/3757] lr: 9.5710e-02 eta: 3 days, 1:09:41 time: 0.3169 data_time: 0.0172 memory: 9201 grad_norm: 2.2578 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0726 loss: 3.0726 2022/08/13 18:59:21 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 18:59:33 - mmengine - INFO - Epoch(train) [35][1300/3757] lr: 9.5710e-02 eta: 3 days, 1:09:11 time: 0.3172 data_time: 0.0172 memory: 9201 grad_norm: 2.1566 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.4250 loss: 3.4250 2022/08/13 19:00:05 - mmengine - INFO - Epoch(train) [35][1400/3757] lr: 9.5710e-02 eta: 3 days, 1:08:40 time: 0.3182 data_time: 0.0182 memory: 9201 grad_norm: 2.2482 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2122 loss: 3.2122 2022/08/13 19:00:37 - mmengine - INFO - Epoch(train) [35][1500/3757] lr: 9.5710e-02 eta: 3 days, 1:08:09 time: 0.3157 data_time: 0.0174 memory: 9201 grad_norm: 2.2373 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0505 loss: 3.0505 2022/08/13 19:01:09 - mmengine - INFO - Epoch(train) [35][1600/3757] lr: 9.5710e-02 eta: 3 days, 1:07:37 time: 0.3138 data_time: 0.0160 memory: 9201 grad_norm: 2.2349 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2038 loss: 3.2038 2022/08/13 19:01:40 - mmengine - INFO - Epoch(train) [35][1700/3757] lr: 9.5710e-02 eta: 3 days, 1:07:06 time: 0.3182 data_time: 0.0179 memory: 9201 grad_norm: 2.1904 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3195 loss: 3.3195 2022/08/13 19:02:12 - mmengine - INFO - Epoch(train) [35][1800/3757] lr: 9.5710e-02 eta: 3 days, 1:06:35 time: 0.3175 data_time: 0.0178 memory: 9201 grad_norm: 2.2206 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.5051 loss: 3.5051 2022/08/13 19:02:44 - mmengine - INFO - Epoch(train) [35][1900/3757] lr: 9.5710e-02 eta: 3 days, 1:06:05 time: 0.3164 data_time: 0.0176 memory: 9201 grad_norm: 2.3032 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.1591 loss: 3.1591 2022/08/13 19:03:16 - mmengine - INFO - Epoch(train) [35][2000/3757] lr: 9.5710e-02 eta: 3 days, 1:05:34 time: 0.3184 data_time: 0.0168 memory: 9201 grad_norm: 2.1849 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2260 loss: 3.2260 2022/08/13 19:03:48 - mmengine - INFO - Epoch(train) [35][2100/3757] lr: 9.5710e-02 eta: 3 days, 1:05:03 time: 0.3151 data_time: 0.0166 memory: 9201 grad_norm: 2.2499 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1335 loss: 3.1335 2022/08/13 19:04:19 - mmengine - INFO - Epoch(train) [35][2200/3757] lr: 9.5710e-02 eta: 3 days, 1:04:32 time: 0.3142 data_time: 0.0159 memory: 9201 grad_norm: 2.1524 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9920 loss: 2.9920 2022/08/13 19:04:39 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 19:04:51 - mmengine - INFO - Epoch(train) [35][2300/3757] lr: 9.5710e-02 eta: 3 days, 1:04:03 time: 0.3248 data_time: 0.0181 memory: 9201 grad_norm: 2.2208 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1722 loss: 3.1722 2022/08/13 19:05:23 - mmengine - INFO - Epoch(train) [35][2400/3757] lr: 9.5710e-02 eta: 3 days, 1:03:32 time: 0.3174 data_time: 0.0174 memory: 9201 grad_norm: 2.1763 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2027 loss: 3.2027 2022/08/13 19:05:55 - mmengine - INFO - Epoch(train) [35][2500/3757] lr: 9.5710e-02 eta: 3 days, 1:03:01 time: 0.3184 data_time: 0.0176 memory: 9201 grad_norm: 2.2115 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0487 loss: 3.0487 2022/08/13 19:06:27 - mmengine - INFO - Epoch(train) [35][2600/3757] lr: 9.5710e-02 eta: 3 days, 1:02:31 time: 0.3193 data_time: 0.0175 memory: 9201 grad_norm: 2.1824 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.5028 loss: 3.5028 2022/08/13 19:06:59 - mmengine - INFO - Epoch(train) [35][2700/3757] lr: 9.5710e-02 eta: 3 days, 1:02:00 time: 0.3164 data_time: 0.0166 memory: 9201 grad_norm: 2.1915 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9411 loss: 2.9411 2022/08/13 19:07:31 - mmengine - INFO - Epoch(train) [35][2800/3757] lr: 9.5710e-02 eta: 3 days, 1:01:29 time: 0.3172 data_time: 0.0165 memory: 9201 grad_norm: 2.1790 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2014 loss: 3.2014 2022/08/13 19:08:02 - mmengine - INFO - Epoch(train) [35][2900/3757] lr: 9.5710e-02 eta: 3 days, 1:00:58 time: 0.3159 data_time: 0.0158 memory: 9201 grad_norm: 2.2579 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.0655 loss: 3.0655 2022/08/13 19:08:34 - mmengine - INFO - Epoch(train) [35][3000/3757] lr: 9.5710e-02 eta: 3 days, 1:00:27 time: 0.3176 data_time: 0.0182 memory: 9201 grad_norm: 2.2364 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3704 loss: 3.3704 2022/08/13 19:09:06 - mmengine - INFO - Epoch(train) [35][3100/3757] lr: 9.5710e-02 eta: 3 days, 0:59:57 time: 0.3163 data_time: 0.0161 memory: 9201 grad_norm: 2.2221 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0071 loss: 3.0071 2022/08/13 19:09:38 - mmengine - INFO - Epoch(train) [35][3200/3757] lr: 9.5710e-02 eta: 3 days, 0:59:25 time: 0.3151 data_time: 0.0173 memory: 9201 grad_norm: 2.2086 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2142 loss: 3.2142 2022/08/13 19:09:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 19:10:09 - mmengine - INFO - Epoch(train) [35][3300/3757] lr: 9.5710e-02 eta: 3 days, 0:58:54 time: 0.3161 data_time: 0.0163 memory: 9201 grad_norm: 2.2097 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0157 loss: 3.0157 2022/08/13 19:10:41 - mmengine - INFO - Epoch(train) [35][3400/3757] lr: 9.5710e-02 eta: 3 days, 0:58:23 time: 0.3181 data_time: 0.0175 memory: 9201 grad_norm: 2.1690 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1099 loss: 3.1099 2022/08/13 19:11:13 - mmengine - INFO - Epoch(train) [35][3500/3757] lr: 9.5710e-02 eta: 3 days, 0:57:53 time: 0.3184 data_time: 0.0174 memory: 9201 grad_norm: 2.1895 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2495 loss: 3.2495 2022/08/13 19:11:45 - mmengine - INFO - Epoch(train) [35][3600/3757] lr: 9.5710e-02 eta: 3 days, 0:57:21 time: 0.3173 data_time: 0.0166 memory: 9201 grad_norm: 2.2029 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.2280 loss: 3.2280 2022/08/13 19:12:17 - mmengine - INFO - Epoch(train) [35][3700/3757] lr: 9.5710e-02 eta: 3 days, 0:56:50 time: 0.3189 data_time: 0.0179 memory: 9201 grad_norm: 2.1585 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0152 loss: 3.0152 2022/08/13 19:12:34 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 19:12:34 - mmengine - INFO - Epoch(train) [35][3757/3757] lr: 9.5710e-02 eta: 3 days, 0:56:38 time: 0.3010 data_time: 0.0157 memory: 9201 grad_norm: 2.1847 top1_acc: 0.4286 top5_acc: 0.4286 loss_cls: 3.2296 loss: 3.2296 2022/08/13 19:12:57 - mmengine - INFO - Epoch(val) [35][100/310] eta: 0:00:49 time: 0.2354 data_time: 0.1256 memory: 1522 2022/08/13 19:13:18 - mmengine - INFO - Epoch(val) [35][200/310] eta: 0:00:19 time: 0.1812 data_time: 0.0731 memory: 1522 2022/08/13 19:13:39 - mmengine - INFO - Epoch(val) [35][300/310] eta: 0:00:02 time: 0.2276 data_time: 0.1201 memory: 1522 2022/08/13 19:13:43 - mmengine - INFO - Epoch(val) [35][310/310] acc/top1: 0.3540 acc/top5: 0.6218 acc/mean1: 0.3539 2022/08/13 19:14:17 - mmengine - INFO - Epoch(train) [36][100/3757] lr: 9.5458e-02 eta: 3 days, 0:55:40 time: 0.3166 data_time: 0.0174 memory: 9201 grad_norm: 2.2280 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.0533 loss: 3.0533 2022/08/13 19:14:49 - mmengine - INFO - Epoch(train) [36][200/3757] lr: 9.5458e-02 eta: 3 days, 0:55:08 time: 0.3139 data_time: 0.0163 memory: 9201 grad_norm: 2.2459 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.0818 loss: 3.0818 2022/08/13 19:15:20 - mmengine - INFO - Epoch(train) [36][300/3757] lr: 9.5458e-02 eta: 3 days, 0:54:37 time: 0.3150 data_time: 0.0165 memory: 9201 grad_norm: 2.1923 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0083 loss: 3.0083 2022/08/13 19:15:52 - mmengine - INFO - Epoch(train) [36][400/3757] lr: 9.5458e-02 eta: 3 days, 0:54:06 time: 0.3160 data_time: 0.0170 memory: 9201 grad_norm: 2.1441 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9461 loss: 2.9461 2022/08/13 19:16:24 - mmengine - INFO - Epoch(train) [36][500/3757] lr: 9.5458e-02 eta: 3 days, 0:53:34 time: 0.3186 data_time: 0.0174 memory: 9201 grad_norm: 2.1593 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6507 loss: 3.6507 2022/08/13 19:16:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 19:16:55 - mmengine - INFO - Epoch(train) [36][600/3757] lr: 9.5458e-02 eta: 3 days, 0:53:03 time: 0.3158 data_time: 0.0169 memory: 9201 grad_norm: 2.1750 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.3026 loss: 3.3026 2022/08/13 19:17:27 - mmengine - INFO - Epoch(train) [36][700/3757] lr: 9.5458e-02 eta: 3 days, 0:52:32 time: 0.3176 data_time: 0.0179 memory: 9201 grad_norm: 2.2358 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2396 loss: 3.2396 2022/08/13 19:17:59 - mmengine - INFO - Epoch(train) [36][800/3757] lr: 9.5458e-02 eta: 3 days, 0:52:00 time: 0.3164 data_time: 0.0162 memory: 9201 grad_norm: 2.0926 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3791 loss: 3.3791 2022/08/13 19:18:31 - mmengine - INFO - Epoch(train) [36][900/3757] lr: 9.5458e-02 eta: 3 days, 0:51:29 time: 0.3168 data_time: 0.0165 memory: 9201 grad_norm: 2.1706 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2246 loss: 3.2246 2022/08/13 19:19:02 - mmengine - INFO - Epoch(train) [36][1000/3757] lr: 9.5458e-02 eta: 3 days, 0:50:58 time: 0.3154 data_time: 0.0169 memory: 9201 grad_norm: 2.2114 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2592 loss: 3.2592 2022/08/13 19:19:34 - mmengine - INFO - Epoch(train) [36][1100/3757] lr: 9.5458e-02 eta: 3 days, 0:50:26 time: 0.3154 data_time: 0.0162 memory: 9201 grad_norm: 2.1875 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1094 loss: 3.1094 2022/08/13 19:20:06 - mmengine - INFO - Epoch(train) [36][1200/3757] lr: 9.5458e-02 eta: 3 days, 0:49:55 time: 0.3167 data_time: 0.0169 memory: 9201 grad_norm: 2.1518 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1621 loss: 3.1621 2022/08/13 19:20:38 - mmengine - INFO - Epoch(train) [36][1300/3757] lr: 9.5458e-02 eta: 3 days, 0:49:24 time: 0.3164 data_time: 0.0170 memory: 9201 grad_norm: 2.2130 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3090 loss: 3.3090 2022/08/13 19:21:09 - mmengine - INFO - Epoch(train) [36][1400/3757] lr: 9.5458e-02 eta: 3 days, 0:48:53 time: 0.3162 data_time: 0.0159 memory: 9201 grad_norm: 2.2171 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2130 loss: 3.2130 2022/08/13 19:21:41 - mmengine - INFO - Epoch(train) [36][1500/3757] lr: 9.5458e-02 eta: 3 days, 0:48:22 time: 0.3143 data_time: 0.0161 memory: 9201 grad_norm: 2.1675 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2705 loss: 3.2705 2022/08/13 19:21:43 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 19:22:13 - mmengine - INFO - Epoch(train) [36][1600/3757] lr: 9.5458e-02 eta: 3 days, 0:47:51 time: 0.3156 data_time: 0.0167 memory: 9201 grad_norm: 2.2111 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.5215 loss: 3.5215 2022/08/13 19:22:45 - mmengine - INFO - Epoch(train) [36][1700/3757] lr: 9.5458e-02 eta: 3 days, 0:47:21 time: 0.3216 data_time: 0.0163 memory: 9201 grad_norm: 2.2071 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.3754 loss: 3.3754 2022/08/13 19:23:17 - mmengine - INFO - Epoch(train) [36][1800/3757] lr: 9.5458e-02 eta: 3 days, 0:46:50 time: 0.3172 data_time: 0.0176 memory: 9201 grad_norm: 2.1588 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9624 loss: 2.9624 2022/08/13 19:23:48 - mmengine - INFO - Epoch(train) [36][1900/3757] lr: 9.5458e-02 eta: 3 days, 0:46:18 time: 0.3161 data_time: 0.0164 memory: 9201 grad_norm: 2.1560 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2489 loss: 3.2489 2022/08/13 19:24:20 - mmengine - INFO - Epoch(train) [36][2000/3757] lr: 9.5458e-02 eta: 3 days, 0:45:47 time: 0.3153 data_time: 0.0160 memory: 9201 grad_norm: 2.2227 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9201 loss: 2.9201 2022/08/13 19:24:52 - mmengine - INFO - Epoch(train) [36][2100/3757] lr: 9.5458e-02 eta: 3 days, 0:45:16 time: 0.3142 data_time: 0.0158 memory: 9201 grad_norm: 2.2459 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8749 loss: 2.8749 2022/08/13 19:25:24 - mmengine - INFO - Epoch(train) [36][2200/3757] lr: 9.5458e-02 eta: 3 days, 0:44:45 time: 0.3167 data_time: 0.0180 memory: 9201 grad_norm: 2.2457 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1035 loss: 3.1035 2022/08/13 19:25:55 - mmengine - INFO - Epoch(train) [36][2300/3757] lr: 9.5458e-02 eta: 3 days, 0:44:13 time: 0.3162 data_time: 0.0170 memory: 9201 grad_norm: 2.2304 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.3633 loss: 3.3633 2022/08/13 19:26:27 - mmengine - INFO - Epoch(train) [36][2400/3757] lr: 9.5458e-02 eta: 3 days, 0:43:43 time: 0.3185 data_time: 0.0178 memory: 9201 grad_norm: 2.1513 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2453 loss: 3.2453 2022/08/13 19:26:59 - mmengine - INFO - Epoch(train) [36][2500/3757] lr: 9.5458e-02 eta: 3 days, 0:43:13 time: 0.3176 data_time: 0.0164 memory: 9201 grad_norm: 2.1452 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3918 loss: 3.3918 2022/08/13 19:27:01 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 19:27:31 - mmengine - INFO - Epoch(train) [36][2600/3757] lr: 9.5458e-02 eta: 3 days, 0:42:42 time: 0.3148 data_time: 0.0167 memory: 9201 grad_norm: 2.1782 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.3708 loss: 3.3708 2022/08/13 19:28:03 - mmengine - INFO - Epoch(train) [36][2700/3757] lr: 9.5458e-02 eta: 3 days, 0:42:12 time: 0.3188 data_time: 0.0178 memory: 9201 grad_norm: 2.1532 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3425 loss: 3.3425 2022/08/13 19:28:35 - mmengine - INFO - Epoch(train) [36][2800/3757] lr: 9.5458e-02 eta: 3 days, 0:41:41 time: 0.3169 data_time: 0.0172 memory: 9201 grad_norm: 2.1117 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3474 loss: 3.3474 2022/08/13 19:29:06 - mmengine - INFO - Epoch(train) [36][2900/3757] lr: 9.5458e-02 eta: 3 days, 0:41:10 time: 0.3190 data_time: 0.0177 memory: 9201 grad_norm: 2.2436 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1873 loss: 3.1873 2022/08/13 19:29:38 - mmengine - INFO - Epoch(train) [36][3000/3757] lr: 9.5458e-02 eta: 3 days, 0:40:39 time: 0.3167 data_time: 0.0169 memory: 9201 grad_norm: 2.3037 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.4795 loss: 3.4795 2022/08/13 19:30:10 - mmengine - INFO - Epoch(train) [36][3100/3757] lr: 9.5458e-02 eta: 3 days, 0:40:08 time: 0.3157 data_time: 0.0172 memory: 9201 grad_norm: 2.2756 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4835 loss: 3.4835 2022/08/13 19:30:42 - mmengine - INFO - Epoch(train) [36][3200/3757] lr: 9.5458e-02 eta: 3 days, 0:39:37 time: 0.3171 data_time: 0.0168 memory: 9201 grad_norm: 2.2036 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3237 loss: 3.3237 2022/08/13 19:31:14 - mmengine - INFO - Epoch(train) [36][3300/3757] lr: 9.5458e-02 eta: 3 days, 0:39:06 time: 0.3167 data_time: 0.0184 memory: 9201 grad_norm: 2.1643 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.7466 loss: 3.7466 2022/08/13 19:31:45 - mmengine - INFO - Epoch(train) [36][3400/3757] lr: 9.5458e-02 eta: 3 days, 0:38:36 time: 0.3264 data_time: 0.0166 memory: 9201 grad_norm: 2.1908 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.4257 loss: 3.4257 2022/08/13 19:32:17 - mmengine - INFO - Epoch(train) [36][3500/3757] lr: 9.5458e-02 eta: 3 days, 0:38:05 time: 0.3183 data_time: 0.0177 memory: 9201 grad_norm: 2.1946 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.4133 loss: 3.4133 2022/08/13 19:32:19 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 19:32:49 - mmengine - INFO - Epoch(train) [36][3600/3757] lr: 9.5458e-02 eta: 3 days, 0:37:34 time: 0.3167 data_time: 0.0170 memory: 9201 grad_norm: 2.1886 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3628 loss: 3.3628 2022/08/13 19:33:21 - mmengine - INFO - Epoch(train) [36][3700/3757] lr: 9.5458e-02 eta: 3 days, 0:37:03 time: 0.3154 data_time: 0.0171 memory: 9201 grad_norm: 2.2099 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 3.3532 loss: 3.3532 2022/08/13 19:33:39 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 19:33:39 - mmengine - INFO - Epoch(train) [36][3757/3757] lr: 9.5458e-02 eta: 3 days, 0:36:51 time: 0.3001 data_time: 0.0144 memory: 9201 grad_norm: 2.1859 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 3.2281 loss: 3.2281 2022/08/13 19:33:39 - mmengine - INFO - Saving checkpoint at 36 epochs 2022/08/13 19:34:15 - mmengine - INFO - Epoch(train) [37][100/3757] lr: 9.5199e-02 eta: 3 days, 0:35:49 time: 0.3204 data_time: 0.0171 memory: 9201 grad_norm: 2.1536 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1715 loss: 3.1715 2022/08/13 19:34:47 - mmengine - INFO - Epoch(train) [37][200/3757] lr: 9.5199e-02 eta: 3 days, 0:35:17 time: 0.3158 data_time: 0.0176 memory: 9201 grad_norm: 2.2662 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4564 loss: 3.4564 2022/08/13 19:35:18 - mmengine - INFO - Epoch(train) [37][300/3757] lr: 9.5199e-02 eta: 3 days, 0:34:46 time: 0.3182 data_time: 0.0172 memory: 9201 grad_norm: 2.2019 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1544 loss: 3.1544 2022/08/13 19:35:50 - mmengine - INFO - Epoch(train) [37][400/3757] lr: 9.5199e-02 eta: 3 days, 0:34:15 time: 0.3185 data_time: 0.0172 memory: 9201 grad_norm: 2.1844 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1114 loss: 3.1114 2022/08/13 19:36:22 - mmengine - INFO - Epoch(train) [37][500/3757] lr: 9.5199e-02 eta: 3 days, 0:33:44 time: 0.3161 data_time: 0.0159 memory: 9201 grad_norm: 2.2199 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9875 loss: 2.9875 2022/08/13 19:36:54 - mmengine - INFO - Epoch(train) [37][600/3757] lr: 9.5199e-02 eta: 3 days, 0:33:13 time: 0.3162 data_time: 0.0165 memory: 9201 grad_norm: 2.1592 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.2797 loss: 3.2797 2022/08/13 19:37:26 - mmengine - INFO - Epoch(train) [37][700/3757] lr: 9.5199e-02 eta: 3 days, 0:32:43 time: 0.3188 data_time: 0.0176 memory: 9201 grad_norm: 2.2507 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3950 loss: 3.3950 2022/08/13 19:37:41 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 19:37:57 - mmengine - INFO - Epoch(train) [37][800/3757] lr: 9.5199e-02 eta: 3 days, 0:32:11 time: 0.3171 data_time: 0.0165 memory: 9201 grad_norm: 2.1348 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2303 loss: 3.2303 2022/08/13 19:38:29 - mmengine - INFO - Epoch(train) [37][900/3757] lr: 9.5199e-02 eta: 3 days, 0:31:41 time: 0.3202 data_time: 0.0169 memory: 9201 grad_norm: 2.1717 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0976 loss: 3.0976 2022/08/13 19:39:01 - mmengine - INFO - Epoch(train) [37][1000/3757] lr: 9.5199e-02 eta: 3 days, 0:31:10 time: 0.3156 data_time: 0.0164 memory: 9201 grad_norm: 2.1601 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1355 loss: 3.1355 2022/08/13 19:39:33 - mmengine - INFO - Epoch(train) [37][1100/3757] lr: 9.5199e-02 eta: 3 days, 0:30:39 time: 0.3180 data_time: 0.0168 memory: 9201 grad_norm: 2.1261 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2846 loss: 3.2846 2022/08/13 19:40:05 - mmengine - INFO - Epoch(train) [37][1200/3757] lr: 9.5199e-02 eta: 3 days, 0:30:09 time: 0.3321 data_time: 0.0176 memory: 9201 grad_norm: 2.1921 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2747 loss: 3.2747 2022/08/13 19:40:37 - mmengine - INFO - Epoch(train) [37][1300/3757] lr: 9.5199e-02 eta: 3 days, 0:29:38 time: 0.3170 data_time: 0.0163 memory: 9201 grad_norm: 2.1927 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7993 loss: 2.7993 2022/08/13 19:41:08 - mmengine - INFO - Epoch(train) [37][1400/3757] lr: 9.5199e-02 eta: 3 days, 0:29:07 time: 0.3156 data_time: 0.0161 memory: 9201 grad_norm: 2.2040 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2739 loss: 3.2739 2022/08/13 19:41:40 - mmengine - INFO - Epoch(train) [37][1500/3757] lr: 9.5199e-02 eta: 3 days, 0:28:35 time: 0.3149 data_time: 0.0160 memory: 9201 grad_norm: 2.1723 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2688 loss: 3.2688 2022/08/13 19:42:12 - mmengine - INFO - Epoch(train) [37][1600/3757] lr: 9.5199e-02 eta: 3 days, 0:28:05 time: 0.3158 data_time: 0.0167 memory: 9201 grad_norm: 2.2345 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.3138 loss: 3.3138 2022/08/13 19:42:44 - mmengine - INFO - Epoch(train) [37][1700/3757] lr: 9.5199e-02 eta: 3 days, 0:27:35 time: 0.3208 data_time: 0.0160 memory: 9201 grad_norm: 2.2323 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2075 loss: 3.2075 2022/08/13 19:42:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 19:43:16 - mmengine - INFO - Epoch(train) [37][1800/3757] lr: 9.5199e-02 eta: 3 days, 0:27:04 time: 0.3163 data_time: 0.0171 memory: 9201 grad_norm: 2.2425 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2888 loss: 3.2888 2022/08/13 19:43:47 - mmengine - INFO - Epoch(train) [37][1900/3757] lr: 9.5199e-02 eta: 3 days, 0:26:34 time: 0.3190 data_time: 0.0205 memory: 9201 grad_norm: 2.1470 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3858 loss: 3.3858 2022/08/13 19:44:19 - mmengine - INFO - Epoch(train) [37][2000/3757] lr: 9.5199e-02 eta: 3 days, 0:26:03 time: 0.3152 data_time: 0.0167 memory: 9201 grad_norm: 2.2055 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1699 loss: 3.1699 2022/08/13 19:44:51 - mmengine - INFO - Epoch(train) [37][2100/3757] lr: 9.5199e-02 eta: 3 days, 0:25:32 time: 0.3170 data_time: 0.0166 memory: 9201 grad_norm: 2.2272 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.4885 loss: 3.4885 2022/08/13 19:45:23 - mmengine - INFO - Epoch(train) [37][2200/3757] lr: 9.5199e-02 eta: 3 days, 0:25:01 time: 0.3165 data_time: 0.0171 memory: 9201 grad_norm: 2.1609 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3991 loss: 3.3991 2022/08/13 19:45:55 - mmengine - INFO - Epoch(train) [37][2300/3757] lr: 9.5199e-02 eta: 3 days, 0:24:30 time: 0.3170 data_time: 0.0179 memory: 9201 grad_norm: 2.1368 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0514 loss: 3.0514 2022/08/13 19:46:27 - mmengine - INFO - Epoch(train) [37][2400/3757] lr: 9.5199e-02 eta: 3 days, 0:24:00 time: 0.3201 data_time: 0.0181 memory: 9201 grad_norm: 2.1966 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 3.4237 loss: 3.4237 2022/08/13 19:46:58 - mmengine - INFO - Epoch(train) [37][2500/3757] lr: 9.5199e-02 eta: 3 days, 0:23:28 time: 0.3171 data_time: 0.0170 memory: 9201 grad_norm: 2.1378 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1894 loss: 3.1894 2022/08/13 19:47:30 - mmengine - INFO - Epoch(train) [37][2600/3757] lr: 9.5199e-02 eta: 3 days, 0:22:57 time: 0.3161 data_time: 0.0162 memory: 9201 grad_norm: 2.2104 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.1093 loss: 3.1093 2022/08/13 19:48:02 - mmengine - INFO - Epoch(train) [37][2700/3757] lr: 9.5199e-02 eta: 3 days, 0:22:27 time: 0.3169 data_time: 0.0165 memory: 9201 grad_norm: 2.1633 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2617 loss: 3.2617 2022/08/13 19:48:17 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 19:48:34 - mmengine - INFO - Epoch(train) [37][2800/3757] lr: 9.5199e-02 eta: 3 days, 0:21:56 time: 0.3154 data_time: 0.0159 memory: 9201 grad_norm: 2.2038 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0373 loss: 3.0373 2022/08/13 19:49:06 - mmengine - INFO - Epoch(train) [37][2900/3757] lr: 9.5199e-02 eta: 3 days, 0:21:25 time: 0.3180 data_time: 0.0166 memory: 9201 grad_norm: 2.2140 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1717 loss: 3.1717 2022/08/13 19:49:37 - mmengine - INFO - Epoch(train) [37][3000/3757] lr: 9.5199e-02 eta: 3 days, 0:20:54 time: 0.3166 data_time: 0.0171 memory: 9201 grad_norm: 2.1626 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3489 loss: 3.3489 2022/08/13 19:50:09 - mmengine - INFO - Epoch(train) [37][3100/3757] lr: 9.5199e-02 eta: 3 days, 0:20:24 time: 0.3171 data_time: 0.0178 memory: 9201 grad_norm: 2.2561 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2953 loss: 3.2953 2022/08/13 19:50:41 - mmengine - INFO - Epoch(train) [37][3200/3757] lr: 9.5199e-02 eta: 3 days, 0:19:54 time: 0.3164 data_time: 0.0168 memory: 9201 grad_norm: 2.2072 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.6550 loss: 3.6550 2022/08/13 19:51:13 - mmengine - INFO - Epoch(train) [37][3300/3757] lr: 9.5199e-02 eta: 3 days, 0:19:23 time: 0.3166 data_time: 0.0172 memory: 9201 grad_norm: 2.1855 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1336 loss: 3.1336 2022/08/13 19:51:45 - mmengine - INFO - Epoch(train) [37][3400/3757] lr: 9.5199e-02 eta: 3 days, 0:18:52 time: 0.3148 data_time: 0.0168 memory: 9201 grad_norm: 2.1848 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0503 loss: 3.0503 2022/08/13 19:52:17 - mmengine - INFO - Epoch(train) [37][3500/3757] lr: 9.5199e-02 eta: 3 days, 0:18:21 time: 0.3177 data_time: 0.0171 memory: 9201 grad_norm: 2.2781 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2674 loss: 3.2674 2022/08/13 19:52:48 - mmengine - INFO - Epoch(train) [37][3600/3757] lr: 9.5199e-02 eta: 3 days, 0:17:50 time: 0.3170 data_time: 0.0174 memory: 9201 grad_norm: 2.1403 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2377 loss: 3.2377 2022/08/13 19:53:20 - mmengine - INFO - Epoch(train) [37][3700/3757] lr: 9.5199e-02 eta: 3 days, 0:17:19 time: 0.3190 data_time: 0.0174 memory: 9201 grad_norm: 2.1822 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8903 loss: 2.8903 2022/08/13 19:53:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 19:53:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 19:53:38 - mmengine - INFO - Epoch(train) [37][3757/3757] lr: 9.5199e-02 eta: 3 days, 0:17:07 time: 0.3040 data_time: 0.0156 memory: 9201 grad_norm: 2.2472 top1_acc: 0.1429 top5_acc: 0.5714 loss_cls: 3.0644 loss: 3.0644 2022/08/13 19:54:13 - mmengine - INFO - Epoch(train) [38][100/3757] lr: 9.4934e-02 eta: 3 days, 0:16:17 time: 0.3152 data_time: 0.0157 memory: 9201 grad_norm: 2.1939 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1381 loss: 3.1381 2022/08/13 19:54:45 - mmengine - INFO - Epoch(train) [38][200/3757] lr: 9.4934e-02 eta: 3 days, 0:15:46 time: 0.3175 data_time: 0.0170 memory: 9201 grad_norm: 2.1406 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1447 loss: 3.1447 2022/08/13 19:55:16 - mmengine - INFO - Epoch(train) [38][300/3757] lr: 9.4934e-02 eta: 3 days, 0:15:14 time: 0.3171 data_time: 0.0169 memory: 9201 grad_norm: 2.1287 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.3401 loss: 3.3401 2022/08/13 19:55:48 - mmengine - INFO - Epoch(train) [38][400/3757] lr: 9.4934e-02 eta: 3 days, 0:14:44 time: 0.3174 data_time: 0.0175 memory: 9201 grad_norm: 2.2144 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2159 loss: 3.2159 2022/08/13 19:56:20 - mmengine - INFO - Epoch(train) [38][500/3757] lr: 9.4934e-02 eta: 3 days, 0:14:12 time: 0.3160 data_time: 0.0167 memory: 9201 grad_norm: 2.2534 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1863 loss: 3.1863 2022/08/13 19:56:52 - mmengine - INFO - Epoch(train) [38][600/3757] lr: 9.4934e-02 eta: 3 days, 0:13:42 time: 0.3173 data_time: 0.0172 memory: 9201 grad_norm: 2.2054 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4009 loss: 3.4009 2022/08/13 19:57:24 - mmengine - INFO - Epoch(train) [38][700/3757] lr: 9.4934e-02 eta: 3 days, 0:13:11 time: 0.3159 data_time: 0.0165 memory: 9201 grad_norm: 2.1747 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3499 loss: 3.3499 2022/08/13 19:57:56 - mmengine - INFO - Epoch(train) [38][800/3757] lr: 9.4934e-02 eta: 3 days, 0:12:40 time: 0.3162 data_time: 0.0167 memory: 9201 grad_norm: 2.2177 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.1872 loss: 3.1872 2022/08/13 19:58:27 - mmengine - INFO - Epoch(train) [38][900/3757] lr: 9.4934e-02 eta: 3 days, 0:12:09 time: 0.3162 data_time: 0.0170 memory: 9201 grad_norm: 2.2665 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3163 loss: 3.3163 2022/08/13 19:58:56 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 19:58:59 - mmengine - INFO - Epoch(train) [38][1000/3757] lr: 9.4934e-02 eta: 3 days, 0:11:39 time: 0.3217 data_time: 0.0180 memory: 9201 grad_norm: 2.2288 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3912 loss: 3.3912 2022/08/13 19:59:31 - mmengine - INFO - Epoch(train) [38][1100/3757] lr: 9.4934e-02 eta: 3 days, 0:11:08 time: 0.3173 data_time: 0.0171 memory: 9201 grad_norm: 2.1736 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.2430 loss: 3.2430 2022/08/13 20:00:03 - mmengine - INFO - Epoch(train) [38][1200/3757] lr: 9.4934e-02 eta: 3 days, 0:10:37 time: 0.3165 data_time: 0.0171 memory: 9201 grad_norm: 2.2341 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 3.0405 loss: 3.0405 2022/08/13 20:00:35 - mmengine - INFO - Epoch(train) [38][1300/3757] lr: 9.4934e-02 eta: 3 days, 0:10:07 time: 0.3173 data_time: 0.0168 memory: 9201 grad_norm: 2.2796 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.3761 loss: 3.3761 2022/08/13 20:01:07 - mmengine - INFO - Epoch(train) [38][1400/3757] lr: 9.4934e-02 eta: 3 days, 0:09:36 time: 0.3182 data_time: 0.0164 memory: 9201 grad_norm: 2.2821 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9434 loss: 2.9434 2022/08/13 20:01:38 - mmengine - INFO - Epoch(train) [38][1500/3757] lr: 9.4934e-02 eta: 3 days, 0:09:05 time: 0.3173 data_time: 0.0169 memory: 9201 grad_norm: 2.1952 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2742 loss: 3.2742 2022/08/13 20:02:10 - mmengine - INFO - Epoch(train) [38][1600/3757] lr: 9.4934e-02 eta: 3 days, 0:08:34 time: 0.3161 data_time: 0.0163 memory: 9201 grad_norm: 2.2514 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7384 loss: 2.7384 2022/08/13 20:02:42 - mmengine - INFO - Epoch(train) [38][1700/3757] lr: 9.4934e-02 eta: 3 days, 0:08:03 time: 0.3188 data_time: 0.0173 memory: 9201 grad_norm: 2.2139 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0211 loss: 3.0211 2022/08/13 20:03:14 - mmengine - INFO - Epoch(train) [38][1800/3757] lr: 9.4934e-02 eta: 3 days, 0:07:32 time: 0.3164 data_time: 0.0168 memory: 9201 grad_norm: 2.2121 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1116 loss: 3.1116 2022/08/13 20:03:46 - mmengine - INFO - Epoch(train) [38][1900/3757] lr: 9.4934e-02 eta: 3 days, 0:07:02 time: 0.3158 data_time: 0.0167 memory: 9201 grad_norm: 2.1919 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9995 loss: 2.9995 2022/08/13 20:04:15 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 20:04:17 - mmengine - INFO - Epoch(train) [38][2000/3757] lr: 9.4934e-02 eta: 3 days, 0:06:31 time: 0.3171 data_time: 0.0180 memory: 9201 grad_norm: 2.2569 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9968 loss: 2.9968 2022/08/13 20:04:49 - mmengine - INFO - Epoch(train) [38][2100/3757] lr: 9.4934e-02 eta: 3 days, 0:06:00 time: 0.3156 data_time: 0.0171 memory: 9201 grad_norm: 2.2157 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.2986 loss: 3.2986 2022/08/13 20:05:21 - mmengine - INFO - Epoch(train) [38][2200/3757] lr: 9.4934e-02 eta: 3 days, 0:05:29 time: 0.3166 data_time: 0.0163 memory: 9201 grad_norm: 2.2380 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.2316 loss: 3.2316 2022/08/13 20:05:53 - mmengine - INFO - Epoch(train) [38][2300/3757] lr: 9.4934e-02 eta: 3 days, 0:04:58 time: 0.3152 data_time: 0.0168 memory: 9201 grad_norm: 2.2279 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2388 loss: 3.2388 2022/08/13 20:06:25 - mmengine - INFO - Epoch(train) [38][2400/3757] lr: 9.4934e-02 eta: 3 days, 0:04:27 time: 0.3152 data_time: 0.0165 memory: 9201 grad_norm: 2.1498 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.9763 loss: 2.9763 2022/08/13 20:06:57 - mmengine - INFO - Epoch(train) [38][2500/3757] lr: 9.4934e-02 eta: 3 days, 0:03:57 time: 0.3179 data_time: 0.0166 memory: 9201 grad_norm: 2.1786 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2278 loss: 3.2278 2022/08/13 20:07:28 - mmengine - INFO - Epoch(train) [38][2600/3757] lr: 9.4934e-02 eta: 3 days, 0:03:26 time: 0.3171 data_time: 0.0176 memory: 9201 grad_norm: 2.2725 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2170 loss: 3.2170 2022/08/13 20:08:00 - mmengine - INFO - Epoch(train) [38][2700/3757] lr: 9.4934e-02 eta: 3 days, 0:02:55 time: 0.3179 data_time: 0.0173 memory: 9201 grad_norm: 2.2650 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.4646 loss: 3.4646 2022/08/13 20:08:32 - mmengine - INFO - Epoch(train) [38][2800/3757] lr: 9.4934e-02 eta: 3 days, 0:02:24 time: 0.3156 data_time: 0.0167 memory: 9201 grad_norm: 2.2239 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4306 loss: 3.4306 2022/08/13 20:09:04 - mmengine - INFO - Epoch(train) [38][2900/3757] lr: 9.4934e-02 eta: 3 days, 0:01:53 time: 0.3159 data_time: 0.0164 memory: 9201 grad_norm: 2.1878 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0916 loss: 3.0916 2022/08/13 20:09:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 20:09:36 - mmengine - INFO - Epoch(train) [38][3000/3757] lr: 9.4934e-02 eta: 3 days, 0:01:22 time: 0.3156 data_time: 0.0175 memory: 9201 grad_norm: 2.2208 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4075 loss: 3.4075 2022/08/13 20:10:08 - mmengine - INFO - Epoch(train) [38][3100/3757] lr: 9.4934e-02 eta: 3 days, 0:00:52 time: 0.3174 data_time: 0.0168 memory: 9201 grad_norm: 2.2261 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.4144 loss: 3.4144 2022/08/13 20:10:39 - mmengine - INFO - Epoch(train) [38][3200/3757] lr: 9.4934e-02 eta: 3 days, 0:00:22 time: 0.3172 data_time: 0.0172 memory: 9201 grad_norm: 2.2210 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1369 loss: 3.1369 2022/08/13 20:11:11 - mmengine - INFO - Epoch(train) [38][3300/3757] lr: 9.4934e-02 eta: 2 days, 23:59:51 time: 0.3168 data_time: 0.0177 memory: 9201 grad_norm: 2.1674 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.4301 loss: 3.4301 2022/08/13 20:11:43 - mmengine - INFO - Epoch(train) [38][3400/3757] lr: 9.4934e-02 eta: 2 days, 23:59:20 time: 0.3152 data_time: 0.0167 memory: 9201 grad_norm: 2.1560 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0644 loss: 3.0644 2022/08/13 20:12:15 - mmengine - INFO - Epoch(train) [38][3500/3757] lr: 9.4934e-02 eta: 2 days, 23:58:49 time: 0.3163 data_time: 0.0165 memory: 9201 grad_norm: 2.1486 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0851 loss: 3.0851 2022/08/13 20:12:47 - mmengine - INFO - Epoch(train) [38][3600/3757] lr: 9.4934e-02 eta: 2 days, 23:58:19 time: 0.3176 data_time: 0.0171 memory: 9201 grad_norm: 2.2431 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.1336 loss: 3.1336 2022/08/13 20:13:19 - mmengine - INFO - Epoch(train) [38][3700/3757] lr: 9.4934e-02 eta: 2 days, 23:57:49 time: 0.3152 data_time: 0.0170 memory: 9201 grad_norm: 2.2382 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2025 loss: 3.2025 2022/08/13 20:13:36 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 20:13:36 - mmengine - INFO - Epoch(train) [38][3757/3757] lr: 9.4934e-02 eta: 2 days, 23:57:36 time: 0.2986 data_time: 0.0154 memory: 9201 grad_norm: 2.2091 top1_acc: 0.4286 top5_acc: 0.5714 loss_cls: 3.0960 loss: 3.0960 2022/08/13 20:14:11 - mmengine - INFO - Epoch(train) [39][100/3757] lr: 9.4661e-02 eta: 2 days, 23:56:43 time: 0.3153 data_time: 0.0163 memory: 9201 grad_norm: 2.2793 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2271 loss: 3.2271 2022/08/13 20:14:43 - mmengine - INFO - Epoch(train) [39][200/3757] lr: 9.4661e-02 eta: 2 days, 23:56:12 time: 0.3159 data_time: 0.0167 memory: 9201 grad_norm: 2.2204 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4793 loss: 3.4793 2022/08/13 20:14:53 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 20:15:14 - mmengine - INFO - Epoch(train) [39][300/3757] lr: 9.4661e-02 eta: 2 days, 23:55:41 time: 0.3164 data_time: 0.0162 memory: 9201 grad_norm: 2.2964 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9317 loss: 2.9317 2022/08/13 20:15:46 - mmengine - INFO - Epoch(train) [39][400/3757] lr: 9.4661e-02 eta: 2 days, 23:55:10 time: 0.3156 data_time: 0.0165 memory: 9201 grad_norm: 2.1768 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9031 loss: 2.9031 2022/08/13 20:16:18 - mmengine - INFO - Epoch(train) [39][500/3757] lr: 9.4661e-02 eta: 2 days, 23:54:41 time: 0.3230 data_time: 0.0168 memory: 9201 grad_norm: 2.1803 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1135 loss: 3.1135 2022/08/13 20:16:50 - mmengine - INFO - Epoch(train) [39][600/3757] lr: 9.4661e-02 eta: 2 days, 23:54:10 time: 0.3167 data_time: 0.0163 memory: 9201 grad_norm: 2.2315 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0633 loss: 3.0633 2022/08/13 20:17:22 - mmengine - INFO - Epoch(train) [39][700/3757] lr: 9.4661e-02 eta: 2 days, 23:53:39 time: 0.3208 data_time: 0.0177 memory: 9201 grad_norm: 2.2136 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.1651 loss: 3.1651 2022/08/13 20:17:54 - mmengine - INFO - Epoch(train) [39][800/3757] lr: 9.4661e-02 eta: 2 days, 23:53:09 time: 0.3152 data_time: 0.0162 memory: 9201 grad_norm: 2.2197 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.5430 loss: 3.5430 2022/08/13 20:18:26 - mmengine - INFO - Epoch(train) [39][900/3757] lr: 9.4661e-02 eta: 2 days, 23:52:39 time: 0.3153 data_time: 0.0165 memory: 9201 grad_norm: 2.1895 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2254 loss: 3.2254 2022/08/13 20:18:58 - mmengine - INFO - Epoch(train) [39][1000/3757] lr: 9.4661e-02 eta: 2 days, 23:52:09 time: 0.3193 data_time: 0.0179 memory: 9201 grad_norm: 2.1834 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.3194 loss: 3.3194 2022/08/13 20:19:29 - mmengine - INFO - Epoch(train) [39][1100/3757] lr: 9.4661e-02 eta: 2 days, 23:51:37 time: 0.3161 data_time: 0.0166 memory: 9201 grad_norm: 2.2186 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2045 loss: 3.2045 2022/08/13 20:20:01 - mmengine - INFO - Epoch(train) [39][1200/3757] lr: 9.4661e-02 eta: 2 days, 23:51:07 time: 0.3179 data_time: 0.0187 memory: 9201 grad_norm: 2.1943 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2387 loss: 3.2387 2022/08/13 20:20:12 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 20:20:33 - mmengine - INFO - Epoch(train) [39][1300/3757] lr: 9.4661e-02 eta: 2 days, 23:50:36 time: 0.3165 data_time: 0.0154 memory: 9201 grad_norm: 2.2101 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2762 loss: 3.2762 2022/08/13 20:21:05 - mmengine - INFO - Epoch(train) [39][1400/3757] lr: 9.4661e-02 eta: 2 days, 23:50:05 time: 0.3159 data_time: 0.0165 memory: 9201 grad_norm: 2.1964 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3428 loss: 3.3428 2022/08/13 20:21:37 - mmengine - INFO - Epoch(train) [39][1500/3757] lr: 9.4661e-02 eta: 2 days, 23:49:34 time: 0.3167 data_time: 0.0167 memory: 9201 grad_norm: 2.2313 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0940 loss: 3.0940 2022/08/13 20:22:09 - mmengine - INFO - Epoch(train) [39][1600/3757] lr: 9.4661e-02 eta: 2 days, 23:49:03 time: 0.3153 data_time: 0.0162 memory: 9201 grad_norm: 2.1538 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3505 loss: 3.3505 2022/08/13 20:22:41 - mmengine - INFO - Epoch(train) [39][1700/3757] lr: 9.4661e-02 eta: 2 days, 23:48:33 time: 0.3219 data_time: 0.0174 memory: 9201 grad_norm: 2.2076 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3734 loss: 3.3734 2022/08/13 20:23:12 - mmengine - INFO - Epoch(train) [39][1800/3757] lr: 9.4661e-02 eta: 2 days, 23:48:02 time: 0.3175 data_time: 0.0167 memory: 9201 grad_norm: 2.1709 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.4151 loss: 3.4151 2022/08/13 20:23:44 - mmengine - INFO - Epoch(train) [39][1900/3757] lr: 9.4661e-02 eta: 2 days, 23:47:31 time: 0.3186 data_time: 0.0178 memory: 9201 grad_norm: 2.1375 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8916 loss: 2.8916 2022/08/13 20:24:16 - mmengine - INFO - Epoch(train) [39][2000/3757] lr: 9.4661e-02 eta: 2 days, 23:47:00 time: 0.3161 data_time: 0.0177 memory: 9201 grad_norm: 2.2457 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1604 loss: 3.1604 2022/08/13 20:24:48 - mmengine - INFO - Epoch(train) [39][2100/3757] lr: 9.4661e-02 eta: 2 days, 23:46:32 time: 0.3197 data_time: 0.0165 memory: 9201 grad_norm: 2.2411 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.3898 loss: 3.3898 2022/08/13 20:25:20 - mmengine - INFO - Epoch(train) [39][2200/3757] lr: 9.4661e-02 eta: 2 days, 23:46:01 time: 0.3214 data_time: 0.0179 memory: 9201 grad_norm: 2.2152 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0297 loss: 3.0297 2022/08/13 20:25:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 20:25:52 - mmengine - INFO - Epoch(train) [39][2300/3757] lr: 9.4661e-02 eta: 2 days, 23:45:32 time: 0.3171 data_time: 0.0168 memory: 9201 grad_norm: 2.2093 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.6448 loss: 3.6448 2022/08/13 20:26:24 - mmengine - INFO - Epoch(train) [39][2400/3757] lr: 9.4661e-02 eta: 2 days, 23:45:02 time: 0.3171 data_time: 0.0177 memory: 9201 grad_norm: 2.1469 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8911 loss: 2.8911 2022/08/13 20:26:56 - mmengine - INFO - Epoch(train) [39][2500/3757] lr: 9.4661e-02 eta: 2 days, 23:44:31 time: 0.3162 data_time: 0.0169 memory: 9201 grad_norm: 2.1827 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1334 loss: 3.1334 2022/08/13 20:27:28 - mmengine - INFO - Epoch(train) [39][2600/3757] lr: 9.4661e-02 eta: 2 days, 23:44:00 time: 0.3163 data_time: 0.0161 memory: 9201 grad_norm: 2.1732 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2000 loss: 3.2000 2022/08/13 20:28:00 - mmengine - INFO - Epoch(train) [39][2700/3757] lr: 9.4661e-02 eta: 2 days, 23:43:29 time: 0.3193 data_time: 0.0179 memory: 9201 grad_norm: 2.1892 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0224 loss: 3.0224 2022/08/13 20:28:31 - mmengine - INFO - Epoch(train) [39][2800/3757] lr: 9.4661e-02 eta: 2 days, 23:42:58 time: 0.3167 data_time: 0.0155 memory: 9201 grad_norm: 2.1685 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1565 loss: 3.1565 2022/08/13 20:29:04 - mmengine - INFO - Epoch(train) [39][2900/3757] lr: 9.4661e-02 eta: 2 days, 23:42:31 time: 0.3193 data_time: 0.0178 memory: 9201 grad_norm: 2.2057 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0270 loss: 3.0270 2022/08/13 20:29:36 - mmengine - INFO - Epoch(train) [39][3000/3757] lr: 9.4661e-02 eta: 2 days, 23:42:00 time: 0.3172 data_time: 0.0168 memory: 9201 grad_norm: 2.1604 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0821 loss: 3.0821 2022/08/13 20:30:08 - mmengine - INFO - Epoch(train) [39][3100/3757] lr: 9.4661e-02 eta: 2 days, 23:41:29 time: 0.3158 data_time: 0.0165 memory: 9201 grad_norm: 2.1854 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4368 loss: 3.4368 2022/08/13 20:30:39 - mmengine - INFO - Epoch(train) [39][3200/3757] lr: 9.4661e-02 eta: 2 days, 23:40:58 time: 0.3161 data_time: 0.0155 memory: 9201 grad_norm: 2.2689 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2613 loss: 3.2613 2022/08/13 20:30:50 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 20:31:11 - mmengine - INFO - Epoch(train) [39][3300/3757] lr: 9.4661e-02 eta: 2 days, 23:40:26 time: 0.3172 data_time: 0.0169 memory: 9201 grad_norm: 2.1877 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1917 loss: 3.1917 2022/08/13 20:31:43 - mmengine - INFO - Epoch(train) [39][3400/3757] lr: 9.4661e-02 eta: 2 days, 23:39:56 time: 0.3161 data_time: 0.0162 memory: 9201 grad_norm: 2.1411 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.9924 loss: 2.9924 2022/08/13 20:32:15 - mmengine - INFO - Epoch(train) [39][3500/3757] lr: 9.4661e-02 eta: 2 days, 23:39:25 time: 0.3183 data_time: 0.0170 memory: 9201 grad_norm: 2.1472 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.2684 loss: 3.2684 2022/08/13 20:32:47 - mmengine - INFO - Epoch(train) [39][3600/3757] lr: 9.4661e-02 eta: 2 days, 23:38:54 time: 0.3161 data_time: 0.0155 memory: 9201 grad_norm: 2.1339 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2880 loss: 3.2880 2022/08/13 20:33:18 - mmengine - INFO - Epoch(train) [39][3700/3757] lr: 9.4661e-02 eta: 2 days, 23:38:23 time: 0.3162 data_time: 0.0164 memory: 9201 grad_norm: 2.1978 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8244 loss: 2.8244 2022/08/13 20:33:36 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 20:33:36 - mmengine - INFO - Epoch(train) [39][3757/3757] lr: 9.4661e-02 eta: 2 days, 23:38:12 time: 0.2996 data_time: 0.0143 memory: 9201 grad_norm: 2.2157 top1_acc: 0.7143 top5_acc: 0.7143 loss_cls: 2.9245 loss: 2.9245 2022/08/13 20:34:10 - mmengine - INFO - Epoch(train) [40][100/3757] lr: 9.4382e-02 eta: 2 days, 23:37:16 time: 0.3175 data_time: 0.0165 memory: 9201 grad_norm: 2.2201 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1794 loss: 3.1794 2022/08/13 20:34:42 - mmengine - INFO - Epoch(train) [40][200/3757] lr: 9.4382e-02 eta: 2 days, 23:36:45 time: 0.3184 data_time: 0.0179 memory: 9201 grad_norm: 2.2167 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0945 loss: 3.0945 2022/08/13 20:35:14 - mmengine - INFO - Epoch(train) [40][300/3757] lr: 9.4382e-02 eta: 2 days, 23:36:15 time: 0.3174 data_time: 0.0177 memory: 9201 grad_norm: 2.2246 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3850 loss: 3.3850 2022/08/13 20:35:46 - mmengine - INFO - Epoch(train) [40][400/3757] lr: 9.4382e-02 eta: 2 days, 23:35:44 time: 0.3171 data_time: 0.0167 memory: 9201 grad_norm: 2.2187 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1299 loss: 3.1299 2022/08/13 20:36:10 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 20:36:17 - mmengine - INFO - Epoch(train) [40][500/3757] lr: 9.4382e-02 eta: 2 days, 23:35:13 time: 0.3158 data_time: 0.0173 memory: 9201 grad_norm: 2.1859 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.3454 loss: 3.3454 2022/08/13 20:36:49 - mmengine - INFO - Epoch(train) [40][600/3757] lr: 9.4382e-02 eta: 2 days, 23:34:43 time: 0.3153 data_time: 0.0161 memory: 9201 grad_norm: 2.2412 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1172 loss: 3.1172 2022/08/13 20:37:22 - mmengine - INFO - Epoch(train) [40][700/3757] lr: 9.4382e-02 eta: 2 days, 23:34:16 time: 0.3482 data_time: 0.0163 memory: 9201 grad_norm: 2.2378 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.6008 loss: 3.6008 2022/08/13 20:37:54 - mmengine - INFO - Epoch(train) [40][800/3757] lr: 9.4382e-02 eta: 2 days, 23:33:45 time: 0.3164 data_time: 0.0173 memory: 9201 grad_norm: 2.2570 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2898 loss: 3.2898 2022/08/13 20:38:26 - mmengine - INFO - Epoch(train) [40][900/3757] lr: 9.4382e-02 eta: 2 days, 23:33:15 time: 0.3167 data_time: 0.0167 memory: 9201 grad_norm: 2.2282 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9574 loss: 2.9574 2022/08/13 20:38:57 - mmengine - INFO - Epoch(train) [40][1000/3757] lr: 9.4382e-02 eta: 2 days, 23:32:44 time: 0.3161 data_time: 0.0169 memory: 9201 grad_norm: 2.2329 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.0448 loss: 3.0448 2022/08/13 20:39:29 - mmengine - INFO - Epoch(train) [40][1100/3757] lr: 9.4382e-02 eta: 2 days, 23:32:13 time: 0.3176 data_time: 0.0171 memory: 9201 grad_norm: 2.2419 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1844 loss: 3.1844 2022/08/13 20:40:01 - mmengine - INFO - Epoch(train) [40][1200/3757] lr: 9.4382e-02 eta: 2 days, 23:31:43 time: 0.3170 data_time: 0.0175 memory: 9201 grad_norm: 2.1846 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0561 loss: 3.0561 2022/08/13 20:40:33 - mmengine - INFO - Epoch(train) [40][1300/3757] lr: 9.4382e-02 eta: 2 days, 23:31:12 time: 0.3164 data_time: 0.0177 memory: 9201 grad_norm: 2.2547 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 3.0068 loss: 3.0068 2022/08/13 20:41:05 - mmengine - INFO - Epoch(train) [40][1400/3757] lr: 9.4382e-02 eta: 2 days, 23:30:41 time: 0.3195 data_time: 0.0165 memory: 9201 grad_norm: 2.2558 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4562 loss: 3.4562 2022/08/13 20:41:29 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 20:41:37 - mmengine - INFO - Epoch(train) [40][1500/3757] lr: 9.4382e-02 eta: 2 days, 23:30:09 time: 0.3145 data_time: 0.0158 memory: 9201 grad_norm: 2.1537 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1274 loss: 3.1274 2022/08/13 20:42:09 - mmengine - INFO - Epoch(train) [40][1600/3757] lr: 9.4382e-02 eta: 2 days, 23:29:39 time: 0.3168 data_time: 0.0165 memory: 9201 grad_norm: 2.2149 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0697 loss: 3.0697 2022/08/13 20:42:40 - mmengine - INFO - Epoch(train) [40][1700/3757] lr: 9.4382e-02 eta: 2 days, 23:29:09 time: 0.3190 data_time: 0.0170 memory: 9201 grad_norm: 2.2520 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3419 loss: 3.3419 2022/08/13 20:43:12 - mmengine - INFO - Epoch(train) [40][1800/3757] lr: 9.4382e-02 eta: 2 days, 23:28:38 time: 0.3176 data_time: 0.0172 memory: 9201 grad_norm: 2.2121 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2252 loss: 3.2252 2022/08/13 20:43:44 - mmengine - INFO - Epoch(train) [40][1900/3757] lr: 9.4382e-02 eta: 2 days, 23:28:07 time: 0.3193 data_time: 0.0177 memory: 9201 grad_norm: 2.1920 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2638 loss: 3.2638 2022/08/13 20:44:16 - mmengine - INFO - Epoch(train) [40][2000/3757] lr: 9.4382e-02 eta: 2 days, 23:27:36 time: 0.3155 data_time: 0.0163 memory: 9201 grad_norm: 2.1893 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2257 loss: 3.2257 2022/08/13 20:44:48 - mmengine - INFO - Epoch(train) [40][2100/3757] lr: 9.4382e-02 eta: 2 days, 23:27:05 time: 0.3157 data_time: 0.0164 memory: 9201 grad_norm: 2.1964 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1887 loss: 3.1887 2022/08/13 20:45:19 - mmengine - INFO - Epoch(train) [40][2200/3757] lr: 9.4382e-02 eta: 2 days, 23:26:33 time: 0.3162 data_time: 0.0165 memory: 9201 grad_norm: 2.2725 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.1919 loss: 3.1919 2022/08/13 20:45:52 - mmengine - INFO - Epoch(train) [40][2300/3757] lr: 9.4382e-02 eta: 2 days, 23:26:04 time: 0.3176 data_time: 0.0175 memory: 9201 grad_norm: 2.1654 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1352 loss: 3.1352 2022/08/13 20:46:23 - mmengine - INFO - Epoch(train) [40][2400/3757] lr: 9.4382e-02 eta: 2 days, 23:25:33 time: 0.3184 data_time: 0.0181 memory: 9201 grad_norm: 2.2292 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0090 loss: 3.0090 2022/08/13 20:46:48 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 20:46:55 - mmengine - INFO - Epoch(train) [40][2500/3757] lr: 9.4382e-02 eta: 2 days, 23:25:02 time: 0.3160 data_time: 0.0176 memory: 9201 grad_norm: 2.2609 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3184 loss: 3.3184 2022/08/13 20:47:27 - mmengine - INFO - Epoch(train) [40][2600/3757] lr: 9.4382e-02 eta: 2 days, 23:24:31 time: 0.3180 data_time: 0.0173 memory: 9201 grad_norm: 2.2364 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.1603 loss: 3.1603 2022/08/13 20:47:59 - mmengine - INFO - Epoch(train) [40][2700/3757] lr: 9.4382e-02 eta: 2 days, 23:24:00 time: 0.3165 data_time: 0.0169 memory: 9201 grad_norm: 2.1639 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.7679 loss: 3.7679 2022/08/13 20:48:31 - mmengine - INFO - Epoch(train) [40][2800/3757] lr: 9.4382e-02 eta: 2 days, 23:23:31 time: 0.3174 data_time: 0.0167 memory: 9201 grad_norm: 2.1721 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.4811 loss: 3.4811 2022/08/13 20:49:03 - mmengine - INFO - Epoch(train) [40][2900/3757] lr: 9.4382e-02 eta: 2 days, 23:23:00 time: 0.3181 data_time: 0.0175 memory: 9201 grad_norm: 2.3147 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8972 loss: 2.8972 2022/08/13 20:49:35 - mmengine - INFO - Epoch(train) [40][3000/3757] lr: 9.4382e-02 eta: 2 days, 23:22:29 time: 0.3164 data_time: 0.0171 memory: 9201 grad_norm: 2.2300 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2668 loss: 3.2668 2022/08/13 20:50:06 - mmengine - INFO - Epoch(train) [40][3100/3757] lr: 9.4382e-02 eta: 2 days, 23:21:58 time: 0.3154 data_time: 0.0164 memory: 9201 grad_norm: 2.2409 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1244 loss: 3.1244 2022/08/13 20:50:38 - mmengine - INFO - Epoch(train) [40][3200/3757] lr: 9.4382e-02 eta: 2 days, 23:21:27 time: 0.3163 data_time: 0.0171 memory: 9201 grad_norm: 2.2349 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0346 loss: 3.0346 2022/08/13 20:51:10 - mmengine - INFO - Epoch(train) [40][3300/3757] lr: 9.4382e-02 eta: 2 days, 23:20:55 time: 0.3144 data_time: 0.0158 memory: 9201 grad_norm: 2.2256 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1671 loss: 3.1671 2022/08/13 20:51:42 - mmengine - INFO - Epoch(train) [40][3400/3757] lr: 9.4382e-02 eta: 2 days, 23:20:24 time: 0.3187 data_time: 0.0177 memory: 9201 grad_norm: 2.2075 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2262 loss: 3.2262 2022/08/13 20:52:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 20:52:13 - mmengine - INFO - Epoch(train) [40][3500/3757] lr: 9.4382e-02 eta: 2 days, 23:19:53 time: 0.3169 data_time: 0.0166 memory: 9201 grad_norm: 2.1754 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8357 loss: 2.8357 2022/08/13 20:52:45 - mmengine - INFO - Epoch(train) [40][3600/3757] lr: 9.4382e-02 eta: 2 days, 23:19:22 time: 0.3186 data_time: 0.0171 memory: 9201 grad_norm: 2.2340 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2092 loss: 3.2092 2022/08/13 20:53:17 - mmengine - INFO - Epoch(train) [40][3700/3757] lr: 9.4382e-02 eta: 2 days, 23:18:51 time: 0.3161 data_time: 0.0165 memory: 9201 grad_norm: 2.2342 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0979 loss: 3.0979 2022/08/13 20:53:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 20:53:35 - mmengine - INFO - Epoch(train) [40][3757/3757] lr: 9.4382e-02 eta: 2 days, 23:18:38 time: 0.2996 data_time: 0.0150 memory: 9201 grad_norm: 2.2161 top1_acc: 0.2857 top5_acc: 0.2857 loss_cls: 3.1171 loss: 3.1171 2022/08/13 20:53:35 - mmengine - INFO - Saving checkpoint at 40 epochs 2022/08/13 20:54:00 - mmengine - INFO - Epoch(val) [40][100/310] eta: 0:00:47 time: 0.2267 data_time: 0.1171 memory: 1522 2022/08/13 20:54:22 - mmengine - INFO - Epoch(val) [40][200/310] eta: 0:00:21 time: 0.1918 data_time: 0.0761 memory: 1522 2022/08/13 20:54:42 - mmengine - INFO - Epoch(val) [40][300/310] eta: 0:00:01 time: 0.1850 data_time: 0.0863 memory: 1522 2022/08/13 20:54:44 - mmengine - INFO - Epoch(val) [40][310/310] acc/top1: 0.3479 acc/top5: 0.6159 acc/mean1: 0.3476 2022/08/13 20:55:18 - mmengine - INFO - Epoch(train) [41][100/3757] lr: 9.4096e-02 eta: 2 days, 23:17:44 time: 0.3154 data_time: 0.0162 memory: 9201 grad_norm: 2.2121 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.3406 loss: 3.3406 2022/08/13 20:55:50 - mmengine - INFO - Epoch(train) [41][200/3757] lr: 9.4096e-02 eta: 2 days, 23:17:14 time: 0.3147 data_time: 0.0159 memory: 9201 grad_norm: 2.2065 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3442 loss: 3.3442 2022/08/13 20:56:22 - mmengine - INFO - Epoch(train) [41][300/3757] lr: 9.4096e-02 eta: 2 days, 23:16:42 time: 0.3150 data_time: 0.0151 memory: 9201 grad_norm: 2.2363 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1236 loss: 3.1236 2022/08/13 20:56:54 - mmengine - INFO - Epoch(train) [41][400/3757] lr: 9.4096e-02 eta: 2 days, 23:16:10 time: 0.3169 data_time: 0.0167 memory: 9201 grad_norm: 2.2658 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1418 loss: 3.1418 2022/08/13 20:57:25 - mmengine - INFO - Epoch(train) [41][500/3757] lr: 9.4096e-02 eta: 2 days, 23:15:39 time: 0.3169 data_time: 0.0170 memory: 9201 grad_norm: 2.1357 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2739 loss: 3.2739 2022/08/13 20:57:57 - mmengine - INFO - Epoch(train) [41][600/3757] lr: 9.4096e-02 eta: 2 days, 23:15:07 time: 0.3159 data_time: 0.0172 memory: 9201 grad_norm: 2.2242 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3474 loss: 3.3474 2022/08/13 20:58:29 - mmengine - INFO - Epoch(train) [41][700/3757] lr: 9.4096e-02 eta: 2 days, 23:14:36 time: 0.3154 data_time: 0.0154 memory: 9201 grad_norm: 2.2379 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4040 loss: 3.4040 2022/08/13 20:58:36 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 20:59:01 - mmengine - INFO - Epoch(train) [41][800/3757] lr: 9.4096e-02 eta: 2 days, 23:14:07 time: 0.3174 data_time: 0.0167 memory: 9201 grad_norm: 2.1620 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0639 loss: 3.0639 2022/08/13 20:59:33 - mmengine - INFO - Epoch(train) [41][900/3757] lr: 9.4096e-02 eta: 2 days, 23:13:36 time: 0.3188 data_time: 0.0182 memory: 9201 grad_norm: 2.2143 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9739 loss: 2.9739 2022/08/13 21:00:05 - mmengine - INFO - Epoch(train) [41][1000/3757] lr: 9.4096e-02 eta: 2 days, 23:13:05 time: 0.3181 data_time: 0.0172 memory: 9201 grad_norm: 2.2326 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2537 loss: 3.2537 2022/08/13 21:00:36 - mmengine - INFO - Epoch(train) [41][1100/3757] lr: 9.4096e-02 eta: 2 days, 23:12:34 time: 0.3191 data_time: 0.0172 memory: 9201 grad_norm: 2.1956 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4196 loss: 3.4196 2022/08/13 21:01:08 - mmengine - INFO - Epoch(train) [41][1200/3757] lr: 9.4096e-02 eta: 2 days, 23:12:02 time: 0.3161 data_time: 0.0167 memory: 9201 grad_norm: 2.2236 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4328 loss: 3.4328 2022/08/13 21:01:40 - mmengine - INFO - Epoch(train) [41][1300/3757] lr: 9.4096e-02 eta: 2 days, 23:11:32 time: 0.3167 data_time: 0.0165 memory: 9201 grad_norm: 2.1791 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 2.9512 loss: 2.9512 2022/08/13 21:02:12 - mmengine - INFO - Epoch(train) [41][1400/3757] lr: 9.4096e-02 eta: 2 days, 23:11:02 time: 0.3199 data_time: 0.0176 memory: 9201 grad_norm: 2.2060 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8509 loss: 2.8509 2022/08/13 21:02:44 - mmengine - INFO - Epoch(train) [41][1500/3757] lr: 9.4096e-02 eta: 2 days, 23:10:31 time: 0.3161 data_time: 0.0160 memory: 9201 grad_norm: 2.2795 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4482 loss: 3.4482 2022/08/13 21:03:16 - mmengine - INFO - Epoch(train) [41][1600/3757] lr: 9.4096e-02 eta: 2 days, 23:10:01 time: 0.3255 data_time: 0.0208 memory: 9201 grad_norm: 2.2205 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2994 loss: 3.2994 2022/08/13 21:03:48 - mmengine - INFO - Epoch(train) [41][1700/3757] lr: 9.4096e-02 eta: 2 days, 23:09:30 time: 0.3174 data_time: 0.0162 memory: 9201 grad_norm: 2.1923 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3421 loss: 3.3421 2022/08/13 21:03:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 21:04:20 - mmengine - INFO - Epoch(train) [41][1800/3757] lr: 9.4096e-02 eta: 2 days, 23:08:59 time: 0.3164 data_time: 0.0158 memory: 9201 grad_norm: 2.2481 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3060 loss: 3.3060 2022/08/13 21:04:51 - mmengine - INFO - Epoch(train) [41][1900/3757] lr: 9.4096e-02 eta: 2 days, 23:08:28 time: 0.3163 data_time: 0.0163 memory: 9201 grad_norm: 2.2191 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3723 loss: 3.3723 2022/08/13 21:05:23 - mmengine - INFO - Epoch(train) [41][2000/3757] lr: 9.4096e-02 eta: 2 days, 23:07:57 time: 0.3174 data_time: 0.0174 memory: 9201 grad_norm: 2.2732 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3470 loss: 3.3470 2022/08/13 21:05:55 - mmengine - INFO - Epoch(train) [41][2100/3757] lr: 9.4096e-02 eta: 2 days, 23:07:26 time: 0.3166 data_time: 0.0174 memory: 9201 grad_norm: 2.1978 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8633 loss: 2.8633 2022/08/13 21:06:27 - mmengine - INFO - Epoch(train) [41][2200/3757] lr: 9.4096e-02 eta: 2 days, 23:06:55 time: 0.3164 data_time: 0.0161 memory: 9201 grad_norm: 2.1870 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1555 loss: 3.1555 2022/08/13 21:06:59 - mmengine - INFO - Epoch(train) [41][2300/3757] lr: 9.4096e-02 eta: 2 days, 23:06:25 time: 0.3148 data_time: 0.0163 memory: 9201 grad_norm: 2.2549 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4393 loss: 3.4393 2022/08/13 21:07:31 - mmengine - INFO - Epoch(train) [41][2400/3757] lr: 9.4096e-02 eta: 2 days, 23:05:54 time: 0.3160 data_time: 0.0171 memory: 9201 grad_norm: 2.2378 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1581 loss: 3.1581 2022/08/13 21:08:02 - mmengine - INFO - Epoch(train) [41][2500/3757] lr: 9.4096e-02 eta: 2 days, 23:05:23 time: 0.3183 data_time: 0.0174 memory: 9201 grad_norm: 2.1346 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1165 loss: 3.1165 2022/08/13 21:08:34 - mmengine - INFO - Epoch(train) [41][2600/3757] lr: 9.4096e-02 eta: 2 days, 23:04:53 time: 0.3167 data_time: 0.0164 memory: 9201 grad_norm: 2.1733 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3617 loss: 3.3617 2022/08/13 21:09:06 - mmengine - INFO - Epoch(train) [41][2700/3757] lr: 9.4096e-02 eta: 2 days, 23:04:22 time: 0.3177 data_time: 0.0180 memory: 9201 grad_norm: 2.2279 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1197 loss: 3.1197 2022/08/13 21:09:12 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 21:09:38 - mmengine - INFO - Epoch(train) [41][2800/3757] lr: 9.4096e-02 eta: 2 days, 23:03:51 time: 0.3171 data_time: 0.0171 memory: 9201 grad_norm: 2.2078 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.4161 loss: 3.4161 2022/08/13 21:10:10 - mmengine - INFO - Epoch(train) [41][2900/3757] lr: 9.4096e-02 eta: 2 days, 23:03:20 time: 0.3172 data_time: 0.0161 memory: 9201 grad_norm: 2.1952 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1769 loss: 3.1769 2022/08/13 21:10:42 - mmengine - INFO - Epoch(train) [41][3000/3757] lr: 9.4096e-02 eta: 2 days, 23:02:49 time: 0.3151 data_time: 0.0163 memory: 9201 grad_norm: 2.2615 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1851 loss: 3.1851 2022/08/13 21:11:13 - mmengine - INFO - Epoch(train) [41][3100/3757] lr: 9.4096e-02 eta: 2 days, 23:02:17 time: 0.3145 data_time: 0.0163 memory: 9201 grad_norm: 2.2170 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8370 loss: 2.8370 2022/08/13 21:11:45 - mmengine - INFO - Epoch(train) [41][3200/3757] lr: 9.4096e-02 eta: 2 days, 23:01:46 time: 0.3198 data_time: 0.0177 memory: 9201 grad_norm: 2.1884 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.0400 loss: 3.0400 2022/08/13 21:12:17 - mmengine - INFO - Epoch(train) [41][3300/3757] lr: 9.4096e-02 eta: 2 days, 23:01:15 time: 0.3191 data_time: 0.0166 memory: 9201 grad_norm: 2.2761 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.4230 loss: 3.4230 2022/08/13 21:12:49 - mmengine - INFO - Epoch(train) [41][3400/3757] lr: 9.4096e-02 eta: 2 days, 23:00:44 time: 0.3157 data_time: 0.0162 memory: 9201 grad_norm: 2.1804 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.2165 loss: 3.2165 2022/08/13 21:13:21 - mmengine - INFO - Epoch(train) [41][3500/3757] lr: 9.4096e-02 eta: 2 days, 23:00:13 time: 0.3171 data_time: 0.0174 memory: 9201 grad_norm: 2.2455 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0886 loss: 3.0886 2022/08/13 21:13:52 - mmengine - INFO - Epoch(train) [41][3600/3757] lr: 9.4096e-02 eta: 2 days, 22:59:42 time: 0.3168 data_time: 0.0167 memory: 9201 grad_norm: 2.1682 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2036 loss: 3.2036 2022/08/13 21:14:24 - mmengine - INFO - Epoch(train) [41][3700/3757] lr: 9.4096e-02 eta: 2 days, 22:59:12 time: 0.3208 data_time: 0.0171 memory: 9201 grad_norm: 2.1929 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.4524 loss: 3.4524 2022/08/13 21:14:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 21:14:42 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 21:14:42 - mmengine - INFO - Epoch(train) [41][3757/3757] lr: 9.4096e-02 eta: 2 days, 22:58:59 time: 0.3002 data_time: 0.0151 memory: 9201 grad_norm: 2.1439 top1_acc: 0.5714 top5_acc: 0.7143 loss_cls: 3.2543 loss: 3.2543 2022/08/13 21:15:16 - mmengine - INFO - Epoch(train) [42][100/3757] lr: 9.3804e-02 eta: 2 days, 22:58:07 time: 0.3163 data_time: 0.0170 memory: 9201 grad_norm: 2.2043 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.5039 loss: 3.5039 2022/08/13 21:15:48 - mmengine - INFO - Epoch(train) [42][200/3757] lr: 9.3804e-02 eta: 2 days, 22:57:36 time: 0.3171 data_time: 0.0167 memory: 9201 grad_norm: 2.1209 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4819 loss: 3.4819 2022/08/13 21:16:20 - mmengine - INFO - Epoch(train) [42][300/3757] lr: 9.3804e-02 eta: 2 days, 22:57:04 time: 0.3162 data_time: 0.0164 memory: 9201 grad_norm: 2.2625 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.2272 loss: 3.2272 2022/08/13 21:16:52 - mmengine - INFO - Epoch(train) [42][400/3757] lr: 9.3804e-02 eta: 2 days, 22:56:34 time: 0.3168 data_time: 0.0168 memory: 9201 grad_norm: 2.2475 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2760 loss: 3.2760 2022/08/13 21:17:24 - mmengine - INFO - Epoch(train) [42][500/3757] lr: 9.3804e-02 eta: 2 days, 22:56:03 time: 0.3182 data_time: 0.0172 memory: 9201 grad_norm: 2.2718 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5445 loss: 3.5445 2022/08/13 21:17:55 - mmengine - INFO - Epoch(train) [42][600/3757] lr: 9.3804e-02 eta: 2 days, 22:55:32 time: 0.3164 data_time: 0.0171 memory: 9201 grad_norm: 2.2559 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9753 loss: 2.9753 2022/08/13 21:18:27 - mmengine - INFO - Epoch(train) [42][700/3757] lr: 9.3804e-02 eta: 2 days, 22:55:01 time: 0.3167 data_time: 0.0165 memory: 9201 grad_norm: 2.2089 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2017 loss: 3.2017 2022/08/13 21:18:59 - mmengine - INFO - Epoch(train) [42][800/3757] lr: 9.3804e-02 eta: 2 days, 22:54:30 time: 0.3183 data_time: 0.0174 memory: 9201 grad_norm: 2.2480 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2239 loss: 3.2239 2022/08/13 21:19:31 - mmengine - INFO - Epoch(train) [42][900/3757] lr: 9.3804e-02 eta: 2 days, 22:53:59 time: 0.3160 data_time: 0.0169 memory: 9201 grad_norm: 2.0796 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0458 loss: 3.0458 2022/08/13 21:19:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 21:20:03 - mmengine - INFO - Epoch(train) [42][1000/3757] lr: 9.3804e-02 eta: 2 days, 22:53:27 time: 0.3148 data_time: 0.0162 memory: 9201 grad_norm: 2.1866 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1763 loss: 3.1763 2022/08/13 21:20:34 - mmengine - INFO - Epoch(train) [42][1100/3757] lr: 9.3804e-02 eta: 2 days, 22:52:57 time: 0.3178 data_time: 0.0173 memory: 9201 grad_norm: 2.2868 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3061 loss: 3.3061 2022/08/13 21:21:06 - mmengine - INFO - Epoch(train) [42][1200/3757] lr: 9.3804e-02 eta: 2 days, 22:52:26 time: 0.3159 data_time: 0.0169 memory: 9201 grad_norm: 2.1803 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.2262 loss: 3.2262 2022/08/13 21:21:38 - mmengine - INFO - Epoch(train) [42][1300/3757] lr: 9.3804e-02 eta: 2 days, 22:51:56 time: 0.3223 data_time: 0.0186 memory: 9201 grad_norm: 2.1870 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1566 loss: 3.1566 2022/08/13 21:22:10 - mmengine - INFO - Epoch(train) [42][1400/3757] lr: 9.3804e-02 eta: 2 days, 22:51:25 time: 0.3178 data_time: 0.0167 memory: 9201 grad_norm: 2.2197 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1785 loss: 3.1785 2022/08/13 21:22:42 - mmengine - INFO - Epoch(train) [42][1500/3757] lr: 9.3804e-02 eta: 2 days, 22:50:54 time: 0.3164 data_time: 0.0161 memory: 9201 grad_norm: 2.2091 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.2422 loss: 3.2422 2022/08/13 21:23:14 - mmengine - INFO - Epoch(train) [42][1600/3757] lr: 9.3804e-02 eta: 2 days, 22:50:24 time: 0.3168 data_time: 0.0170 memory: 9201 grad_norm: 2.2962 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3972 loss: 3.3972 2022/08/13 21:23:46 - mmengine - INFO - Epoch(train) [42][1700/3757] lr: 9.3804e-02 eta: 2 days, 22:49:53 time: 0.3174 data_time: 0.0165 memory: 9201 grad_norm: 2.1769 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.2323 loss: 3.2323 2022/08/13 21:24:18 - mmengine - INFO - Epoch(train) [42][1800/3757] lr: 9.3804e-02 eta: 2 days, 22:49:22 time: 0.3191 data_time: 0.0178 memory: 9201 grad_norm: 2.2025 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1336 loss: 3.1336 2022/08/13 21:24:49 - mmengine - INFO - Epoch(train) [42][1900/3757] lr: 9.3804e-02 eta: 2 days, 22:48:51 time: 0.3144 data_time: 0.0152 memory: 9201 grad_norm: 2.2141 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3850 loss: 3.3850 2022/08/13 21:25:09 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 21:25:21 - mmengine - INFO - Epoch(train) [42][2000/3757] lr: 9.3804e-02 eta: 2 days, 22:48:20 time: 0.3180 data_time: 0.0185 memory: 9201 grad_norm: 2.2037 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4020 loss: 3.4020 2022/08/13 21:25:53 - mmengine - INFO - Epoch(train) [42][2100/3757] lr: 9.3804e-02 eta: 2 days, 22:47:50 time: 0.3162 data_time: 0.0173 memory: 9201 grad_norm: 2.2624 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.5091 loss: 3.5091 2022/08/13 21:26:25 - mmengine - INFO - Epoch(train) [42][2200/3757] lr: 9.3804e-02 eta: 2 days, 22:47:19 time: 0.3189 data_time: 0.0174 memory: 9201 grad_norm: 2.1679 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.3180 loss: 3.3180 2022/08/13 21:26:57 - mmengine - INFO - Epoch(train) [42][2300/3757] lr: 9.3804e-02 eta: 2 days, 22:46:48 time: 0.3166 data_time: 0.0173 memory: 9201 grad_norm: 2.3010 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.4332 loss: 3.4332 2022/08/13 21:27:29 - mmengine - INFO - Epoch(train) [42][2400/3757] lr: 9.3804e-02 eta: 2 days, 22:46:17 time: 0.3203 data_time: 0.0164 memory: 9201 grad_norm: 2.2351 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9412 loss: 2.9412 2022/08/13 21:28:01 - mmengine - INFO - Epoch(train) [42][2500/3757] lr: 9.3804e-02 eta: 2 days, 22:45:46 time: 0.3159 data_time: 0.0168 memory: 9201 grad_norm: 2.1844 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2188 loss: 3.2188 2022/08/13 21:28:32 - mmengine - INFO - Epoch(train) [42][2600/3757] lr: 9.3804e-02 eta: 2 days, 22:45:16 time: 0.3166 data_time: 0.0159 memory: 9201 grad_norm: 2.1753 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1467 loss: 3.1467 2022/08/13 21:29:04 - mmengine - INFO - Epoch(train) [42][2700/3757] lr: 9.3804e-02 eta: 2 days, 22:44:45 time: 0.3181 data_time: 0.0172 memory: 9201 grad_norm: 2.2574 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9065 loss: 2.9065 2022/08/13 21:29:36 - mmengine - INFO - Epoch(train) [42][2800/3757] lr: 9.3804e-02 eta: 2 days, 22:44:13 time: 0.3168 data_time: 0.0166 memory: 9201 grad_norm: 2.2172 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7257 loss: 2.7257 2022/08/13 21:30:08 - mmengine - INFO - Epoch(train) [42][2900/3757] lr: 9.3804e-02 eta: 2 days, 22:43:43 time: 0.3200 data_time: 0.0179 memory: 9201 grad_norm: 2.2098 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1814 loss: 3.1814 2022/08/13 21:30:28 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 21:30:40 - mmengine - INFO - Epoch(train) [42][3000/3757] lr: 9.3804e-02 eta: 2 days, 22:43:11 time: 0.3177 data_time: 0.0171 memory: 9201 grad_norm: 2.1798 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3168 loss: 3.3168 2022/08/13 21:31:12 - mmengine - INFO - Epoch(train) [42][3100/3757] lr: 9.3804e-02 eta: 2 days, 22:42:41 time: 0.3164 data_time: 0.0171 memory: 9201 grad_norm: 2.2551 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0125 loss: 3.0125 2022/08/13 21:31:43 - mmengine - INFO - Epoch(train) [42][3200/3757] lr: 9.3804e-02 eta: 2 days, 22:42:10 time: 0.3154 data_time: 0.0156 memory: 9201 grad_norm: 2.1693 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1060 loss: 3.1060 2022/08/13 21:32:15 - mmengine - INFO - Epoch(train) [42][3300/3757] lr: 9.3804e-02 eta: 2 days, 22:41:40 time: 0.3192 data_time: 0.0166 memory: 9201 grad_norm: 2.1689 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1066 loss: 3.1066 2022/08/13 21:32:47 - mmengine - INFO - Epoch(train) [42][3400/3757] lr: 9.3804e-02 eta: 2 days, 22:41:09 time: 0.3181 data_time: 0.0161 memory: 9201 grad_norm: 2.1727 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2751 loss: 3.2751 2022/08/13 21:33:19 - mmengine - INFO - Epoch(train) [42][3500/3757] lr: 9.3804e-02 eta: 2 days, 22:40:38 time: 0.3160 data_time: 0.0168 memory: 9201 grad_norm: 2.1778 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0622 loss: 3.0622 2022/08/13 21:33:51 - mmengine - INFO - Epoch(train) [42][3600/3757] lr: 9.3804e-02 eta: 2 days, 22:40:07 time: 0.3186 data_time: 0.0181 memory: 9201 grad_norm: 2.2110 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3811 loss: 3.3811 2022/08/13 21:34:23 - mmengine - INFO - Epoch(train) [42][3700/3757] lr: 9.3804e-02 eta: 2 days, 22:39:36 time: 0.3174 data_time: 0.0177 memory: 9201 grad_norm: 2.2556 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2002 loss: 3.2002 2022/08/13 21:34:41 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 21:34:41 - mmengine - INFO - Epoch(train) [42][3757/3757] lr: 9.3804e-02 eta: 2 days, 22:39:24 time: 0.2999 data_time: 0.0151 memory: 9201 grad_norm: 2.2654 top1_acc: 0.4286 top5_acc: 0.4286 loss_cls: 3.0725 loss: 3.0725 2022/08/13 21:35:14 - mmengine - INFO - Epoch(train) [43][100/3757] lr: 9.3504e-02 eta: 2 days, 22:38:30 time: 0.3170 data_time: 0.0168 memory: 9201 grad_norm: 2.1537 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8356 loss: 2.8356 2022/08/13 21:35:46 - mmengine - INFO - Epoch(train) [43][200/3757] lr: 9.3504e-02 eta: 2 days, 22:38:00 time: 0.3253 data_time: 0.0175 memory: 9201 grad_norm: 2.2982 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5546 loss: 3.5546 2022/08/13 21:35:48 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 21:36:19 - mmengine - INFO - Epoch(train) [43][300/3757] lr: 9.3504e-02 eta: 2 days, 22:37:31 time: 0.3352 data_time: 0.0169 memory: 9201 grad_norm: 2.2325 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.3963 loss: 3.3963 2022/08/13 21:36:51 - mmengine - INFO - Epoch(train) [43][400/3757] lr: 9.3504e-02 eta: 2 days, 22:37:01 time: 0.3167 data_time: 0.0175 memory: 9201 grad_norm: 2.1443 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0517 loss: 3.0517 2022/08/13 21:37:23 - mmengine - INFO - Epoch(train) [43][500/3757] lr: 9.3504e-02 eta: 2 days, 22:36:30 time: 0.3167 data_time: 0.0167 memory: 9201 grad_norm: 2.1417 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1518 loss: 3.1518 2022/08/13 21:37:54 - mmengine - INFO - Epoch(train) [43][600/3757] lr: 9.3504e-02 eta: 2 days, 22:35:59 time: 0.3165 data_time: 0.0159 memory: 9201 grad_norm: 2.2338 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3915 loss: 3.3915 2022/08/13 21:38:26 - mmengine - INFO - Epoch(train) [43][700/3757] lr: 9.3504e-02 eta: 2 days, 22:35:28 time: 0.3160 data_time: 0.0173 memory: 9201 grad_norm: 2.2126 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3009 loss: 3.3009 2022/08/13 21:38:58 - mmengine - INFO - Epoch(train) [43][800/3757] lr: 9.3504e-02 eta: 2 days, 22:34:58 time: 0.3213 data_time: 0.0177 memory: 9201 grad_norm: 2.1954 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3108 loss: 3.3108 2022/08/13 21:39:30 - mmengine - INFO - Epoch(train) [43][900/3757] lr: 9.3504e-02 eta: 2 days, 22:34:27 time: 0.3177 data_time: 0.0175 memory: 9201 grad_norm: 2.1741 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3760 loss: 3.3760 2022/08/13 21:40:02 - mmengine - INFO - Epoch(train) [43][1000/3757] lr: 9.3504e-02 eta: 2 days, 22:33:56 time: 0.3176 data_time: 0.0171 memory: 9201 grad_norm: 2.2761 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1282 loss: 3.1282 2022/08/13 21:40:34 - mmengine - INFO - Epoch(train) [43][1100/3757] lr: 9.3504e-02 eta: 2 days, 22:33:25 time: 0.3163 data_time: 0.0167 memory: 9201 grad_norm: 2.2956 top1_acc: 0.0000 top5_acc: 0.8750 loss_cls: 3.2025 loss: 3.2025 2022/08/13 21:41:05 - mmengine - INFO - Epoch(train) [43][1200/3757] lr: 9.3504e-02 eta: 2 days, 22:32:54 time: 0.3159 data_time: 0.0162 memory: 9201 grad_norm: 2.2054 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9576 loss: 2.9576 2022/08/13 21:41:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 21:41:37 - mmengine - INFO - Epoch(train) [43][1300/3757] lr: 9.3504e-02 eta: 2 days, 22:32:23 time: 0.3167 data_time: 0.0174 memory: 9201 grad_norm: 2.2262 top1_acc: 0.0000 top5_acc: 0.8750 loss_cls: 2.9289 loss: 2.9289 2022/08/13 21:42:09 - mmengine - INFO - Epoch(train) [43][1400/3757] lr: 9.3504e-02 eta: 2 days, 22:31:52 time: 0.3153 data_time: 0.0164 memory: 9201 grad_norm: 2.1948 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.5190 loss: 3.5190 2022/08/13 21:42:41 - mmengine - INFO - Epoch(train) [43][1500/3757] lr: 9.3504e-02 eta: 2 days, 22:31:21 time: 0.3186 data_time: 0.0170 memory: 9201 grad_norm: 2.2079 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9878 loss: 2.9878 2022/08/13 21:43:13 - mmengine - INFO - Epoch(train) [43][1600/3757] lr: 9.3504e-02 eta: 2 days, 22:30:50 time: 0.3182 data_time: 0.0162 memory: 9201 grad_norm: 2.2709 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.2041 loss: 3.2041 2022/08/13 21:43:44 - mmengine - INFO - Epoch(train) [43][1700/3757] lr: 9.3504e-02 eta: 2 days, 22:30:19 time: 0.3159 data_time: 0.0163 memory: 9201 grad_norm: 2.2053 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1520 loss: 3.1520 2022/08/13 21:44:16 - mmengine - INFO - Epoch(train) [43][1800/3757] lr: 9.3504e-02 eta: 2 days, 22:29:48 time: 0.3196 data_time: 0.0174 memory: 9201 grad_norm: 2.3087 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0426 loss: 3.0426 2022/08/13 21:44:48 - mmengine - INFO - Epoch(train) [43][1900/3757] lr: 9.3504e-02 eta: 2 days, 22:29:16 time: 0.3170 data_time: 0.0168 memory: 9201 grad_norm: 2.2973 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4245 loss: 3.4245 2022/08/13 21:45:20 - mmengine - INFO - Epoch(train) [43][2000/3757] lr: 9.3504e-02 eta: 2 days, 22:28:46 time: 0.3179 data_time: 0.0184 memory: 9201 grad_norm: 2.2568 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1123 loss: 3.1123 2022/08/13 21:45:52 - mmengine - INFO - Epoch(train) [43][2100/3757] lr: 9.3504e-02 eta: 2 days, 22:28:14 time: 0.3169 data_time: 0.0165 memory: 9201 grad_norm: 2.2464 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3273 loss: 3.3273 2022/08/13 21:46:23 - mmengine - INFO - Epoch(train) [43][2200/3757] lr: 9.3504e-02 eta: 2 days, 22:27:43 time: 0.3170 data_time: 0.0163 memory: 9201 grad_norm: 2.1812 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1476 loss: 3.1476 2022/08/13 21:46:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 21:46:55 - mmengine - INFO - Epoch(train) [43][2300/3757] lr: 9.3504e-02 eta: 2 days, 22:27:12 time: 0.3165 data_time: 0.0160 memory: 9201 grad_norm: 2.2702 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2278 loss: 3.2278 2022/08/13 21:47:27 - mmengine - INFO - Epoch(train) [43][2400/3757] lr: 9.3504e-02 eta: 2 days, 22:26:41 time: 0.3159 data_time: 0.0166 memory: 9201 grad_norm: 2.2301 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1907 loss: 3.1907 2022/08/13 21:47:59 - mmengine - INFO - Epoch(train) [43][2500/3757] lr: 9.3504e-02 eta: 2 days, 22:26:09 time: 0.3167 data_time: 0.0166 memory: 9201 grad_norm: 2.2201 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2803 loss: 3.2803 2022/08/13 21:48:31 - mmengine - INFO - Epoch(train) [43][2600/3757] lr: 9.3504e-02 eta: 2 days, 22:25:39 time: 0.3192 data_time: 0.0181 memory: 9201 grad_norm: 2.2284 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3115 loss: 3.3115 2022/08/13 21:49:02 - mmengine - INFO - Epoch(train) [43][2700/3757] lr: 9.3504e-02 eta: 2 days, 22:25:08 time: 0.3155 data_time: 0.0163 memory: 9201 grad_norm: 2.2493 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.4608 loss: 3.4608 2022/08/13 21:49:35 - mmengine - INFO - Epoch(train) [43][2800/3757] lr: 9.3504e-02 eta: 2 days, 22:24:39 time: 0.3169 data_time: 0.0168 memory: 9201 grad_norm: 2.2222 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3134 loss: 3.3134 2022/08/13 21:50:07 - mmengine - INFO - Epoch(train) [43][2900/3757] lr: 9.3504e-02 eta: 2 days, 22:24:09 time: 0.3381 data_time: 0.0167 memory: 9201 grad_norm: 2.2574 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2015 loss: 3.2015 2022/08/13 21:50:39 - mmengine - INFO - Epoch(train) [43][3000/3757] lr: 9.3504e-02 eta: 2 days, 22:23:38 time: 0.3150 data_time: 0.0164 memory: 9201 grad_norm: 2.2127 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1036 loss: 3.1036 2022/08/13 21:51:11 - mmengine - INFO - Epoch(train) [43][3100/3757] lr: 9.3504e-02 eta: 2 days, 22:23:08 time: 0.3186 data_time: 0.0176 memory: 9201 grad_norm: 2.2292 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1650 loss: 3.1650 2022/08/13 21:51:42 - mmengine - INFO - Epoch(train) [43][3200/3757] lr: 9.3504e-02 eta: 2 days, 22:22:37 time: 0.3164 data_time: 0.0160 memory: 9201 grad_norm: 2.2683 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2936 loss: 3.2936 2022/08/13 21:51:44 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 21:52:14 - mmengine - INFO - Epoch(train) [43][3300/3757] lr: 9.3504e-02 eta: 2 days, 22:22:06 time: 0.3173 data_time: 0.0186 memory: 9201 grad_norm: 2.2422 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3600 loss: 3.3600 2022/08/13 21:52:46 - mmengine - INFO - Epoch(train) [43][3400/3757] lr: 9.3504e-02 eta: 2 days, 22:21:36 time: 0.3199 data_time: 0.0169 memory: 9201 grad_norm: 2.2128 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0752 loss: 3.0752 2022/08/13 21:53:18 - mmengine - INFO - Epoch(train) [43][3500/3757] lr: 9.3504e-02 eta: 2 days, 22:21:05 time: 0.3173 data_time: 0.0168 memory: 9201 grad_norm: 2.2292 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9958 loss: 2.9958 2022/08/13 21:53:50 - mmengine - INFO - Epoch(train) [43][3600/3757] lr: 9.3504e-02 eta: 2 days, 22:20:34 time: 0.3196 data_time: 0.0178 memory: 9201 grad_norm: 2.2255 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 3.2170 loss: 3.2170 2022/08/13 21:54:22 - mmengine - INFO - Epoch(train) [43][3700/3757] lr: 9.3504e-02 eta: 2 days, 22:20:03 time: 0.3162 data_time: 0.0165 memory: 9201 grad_norm: 2.2259 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8703 loss: 2.8703 2022/08/13 21:54:40 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 21:54:40 - mmengine - INFO - Epoch(train) [43][3757/3757] lr: 9.3504e-02 eta: 2 days, 22:19:51 time: 0.3013 data_time: 0.0161 memory: 9201 grad_norm: 2.2630 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 2.9518 loss: 2.9518 2022/08/13 21:55:14 - mmengine - INFO - Epoch(train) [44][100/3757] lr: 9.3199e-02 eta: 2 days, 22:18:58 time: 0.3184 data_time: 0.0167 memory: 9201 grad_norm: 2.2447 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9443 loss: 2.9443 2022/08/13 21:55:45 - mmengine - INFO - Epoch(train) [44][200/3757] lr: 9.3199e-02 eta: 2 days, 22:18:27 time: 0.3162 data_time: 0.0166 memory: 9201 grad_norm: 2.1884 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9719 loss: 2.9719 2022/08/13 21:56:17 - mmengine - INFO - Epoch(train) [44][300/3757] lr: 9.3199e-02 eta: 2 days, 22:17:56 time: 0.3177 data_time: 0.0178 memory: 9201 grad_norm: 2.2511 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.1708 loss: 3.1708 2022/08/13 21:56:49 - mmengine - INFO - Epoch(train) [44][400/3757] lr: 9.3199e-02 eta: 2 days, 22:17:25 time: 0.3164 data_time: 0.0167 memory: 9201 grad_norm: 2.1989 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9351 loss: 2.9351 2022/08/13 21:57:05 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 21:57:21 - mmengine - INFO - Epoch(train) [44][500/3757] lr: 9.3199e-02 eta: 2 days, 22:16:54 time: 0.3166 data_time: 0.0180 memory: 9201 grad_norm: 2.1933 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2440 loss: 3.2440 2022/08/13 21:57:53 - mmengine - INFO - Epoch(train) [44][600/3757] lr: 9.3199e-02 eta: 2 days, 22:16:23 time: 0.3170 data_time: 0.0165 memory: 9201 grad_norm: 2.2964 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.9241 loss: 2.9241 2022/08/13 21:58:25 - mmengine - INFO - Epoch(train) [44][700/3757] lr: 9.3199e-02 eta: 2 days, 22:15:52 time: 0.3154 data_time: 0.0163 memory: 9201 grad_norm: 2.2802 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0380 loss: 3.0380 2022/08/13 21:58:56 - mmengine - INFO - Epoch(train) [44][800/3757] lr: 9.3199e-02 eta: 2 days, 22:15:21 time: 0.3150 data_time: 0.0164 memory: 9201 grad_norm: 2.1042 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.2135 loss: 3.2135 2022/08/13 21:59:28 - mmengine - INFO - Epoch(train) [44][900/3757] lr: 9.3199e-02 eta: 2 days, 22:14:50 time: 0.3195 data_time: 0.0177 memory: 9201 grad_norm: 2.1896 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3722 loss: 3.3722 2022/08/13 22:00:00 - mmengine - INFO - Epoch(train) [44][1000/3757] lr: 9.3199e-02 eta: 2 days, 22:14:19 time: 0.3169 data_time: 0.0173 memory: 9201 grad_norm: 2.1803 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1248 loss: 3.1248 2022/08/13 22:00:32 - mmengine - INFO - Epoch(train) [44][1100/3757] lr: 9.3199e-02 eta: 2 days, 22:13:48 time: 0.3192 data_time: 0.0169 memory: 9201 grad_norm: 2.2193 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0921 loss: 3.0921 2022/08/13 22:01:04 - mmengine - INFO - Epoch(train) [44][1200/3757] lr: 9.3199e-02 eta: 2 days, 22:13:18 time: 0.3173 data_time: 0.0172 memory: 9201 grad_norm: 2.2090 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0589 loss: 3.0589 2022/08/13 22:01:36 - mmengine - INFO - Epoch(train) [44][1300/3757] lr: 9.3199e-02 eta: 2 days, 22:12:47 time: 0.3174 data_time: 0.0168 memory: 9201 grad_norm: 2.2420 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4305 loss: 3.4305 2022/08/13 22:02:08 - mmengine - INFO - Epoch(train) [44][1400/3757] lr: 9.3199e-02 eta: 2 days, 22:12:18 time: 0.3308 data_time: 0.0179 memory: 9201 grad_norm: 2.2539 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9139 loss: 2.9139 2022/08/13 22:02:23 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 22:02:40 - mmengine - INFO - Epoch(train) [44][1500/3757] lr: 9.3199e-02 eta: 2 days, 22:11:46 time: 0.3192 data_time: 0.0180 memory: 9201 grad_norm: 2.2261 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2808 loss: 3.2808 2022/08/13 22:03:12 - mmengine - INFO - Epoch(train) [44][1600/3757] lr: 9.3199e-02 eta: 2 days, 22:11:15 time: 0.3153 data_time: 0.0173 memory: 9201 grad_norm: 2.1601 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.1808 loss: 3.1808 2022/08/13 22:03:43 - mmengine - INFO - Epoch(train) [44][1700/3757] lr: 9.3199e-02 eta: 2 days, 22:10:45 time: 0.3189 data_time: 0.0170 memory: 9201 grad_norm: 2.2142 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2225 loss: 3.2225 2022/08/13 22:04:15 - mmengine - INFO - Epoch(train) [44][1800/3757] lr: 9.3199e-02 eta: 2 days, 22:10:14 time: 0.3158 data_time: 0.0173 memory: 9201 grad_norm: 2.2487 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1977 loss: 3.1977 2022/08/13 22:04:47 - mmengine - INFO - Epoch(train) [44][1900/3757] lr: 9.3199e-02 eta: 2 days, 22:09:44 time: 0.3164 data_time: 0.0158 memory: 9201 grad_norm: 2.2035 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0224 loss: 3.0224 2022/08/13 22:05:19 - mmengine - INFO - Epoch(train) [44][2000/3757] lr: 9.3199e-02 eta: 2 days, 22:09:13 time: 0.3189 data_time: 0.0169 memory: 9201 grad_norm: 2.2830 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0802 loss: 3.0802 2022/08/13 22:05:51 - mmengine - INFO - Epoch(train) [44][2100/3757] lr: 9.3199e-02 eta: 2 days, 22:08:43 time: 0.3180 data_time: 0.0173 memory: 9201 grad_norm: 2.1826 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1724 loss: 3.1724 2022/08/13 22:06:23 - mmengine - INFO - Epoch(train) [44][2200/3757] lr: 9.3199e-02 eta: 2 days, 22:08:12 time: 0.3182 data_time: 0.0176 memory: 9201 grad_norm: 2.2149 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5944 loss: 3.5944 2022/08/13 22:06:55 - mmengine - INFO - Epoch(train) [44][2300/3757] lr: 9.3199e-02 eta: 2 days, 22:07:40 time: 0.3161 data_time: 0.0158 memory: 9201 grad_norm: 2.2224 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2788 loss: 3.2788 2022/08/13 22:07:27 - mmengine - INFO - Epoch(train) [44][2400/3757] lr: 9.3199e-02 eta: 2 days, 22:07:09 time: 0.3155 data_time: 0.0156 memory: 9201 grad_norm: 2.2697 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.2929 loss: 3.2929 2022/08/13 22:07:42 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 22:07:58 - mmengine - INFO - Epoch(train) [44][2500/3757] lr: 9.3199e-02 eta: 2 days, 22:06:39 time: 0.3208 data_time: 0.0176 memory: 9201 grad_norm: 2.2691 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.0926 loss: 3.0926 2022/08/13 22:08:30 - mmengine - INFO - Epoch(train) [44][2600/3757] lr: 9.3199e-02 eta: 2 days, 22:06:08 time: 0.3174 data_time: 0.0164 memory: 9201 grad_norm: 2.2152 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4859 loss: 3.4859 2022/08/13 22:09:02 - mmengine - INFO - Epoch(train) [44][2700/3757] lr: 9.3199e-02 eta: 2 days, 22:05:37 time: 0.3186 data_time: 0.0174 memory: 9201 grad_norm: 2.2161 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.0687 loss: 3.0687 2022/08/13 22:09:34 - mmengine - INFO - Epoch(train) [44][2800/3757] lr: 9.3199e-02 eta: 2 days, 22:05:06 time: 0.3158 data_time: 0.0165 memory: 9201 grad_norm: 2.1779 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3782 loss: 3.3782 2022/08/13 22:10:06 - mmengine - INFO - Epoch(train) [44][2900/3757] lr: 9.3199e-02 eta: 2 days, 22:04:36 time: 0.3165 data_time: 0.0174 memory: 9201 grad_norm: 2.1887 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.4218 loss: 3.4218 2022/08/13 22:10:38 - mmengine - INFO - Epoch(train) [44][3000/3757] lr: 9.3199e-02 eta: 2 days, 22:04:05 time: 0.3171 data_time: 0.0174 memory: 9201 grad_norm: 2.2032 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2185 loss: 3.2185 2022/08/13 22:11:10 - mmengine - INFO - Epoch(train) [44][3100/3757] lr: 9.3199e-02 eta: 2 days, 22:03:34 time: 0.3184 data_time: 0.0171 memory: 9201 grad_norm: 2.1890 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2494 loss: 3.2494 2022/08/13 22:11:42 - mmengine - INFO - Epoch(train) [44][3200/3757] lr: 9.3199e-02 eta: 2 days, 22:03:03 time: 0.3186 data_time: 0.0184 memory: 9201 grad_norm: 2.1989 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1066 loss: 3.1066 2022/08/13 22:12:13 - mmengine - INFO - Epoch(train) [44][3300/3757] lr: 9.3199e-02 eta: 2 days, 22:02:32 time: 0.3169 data_time: 0.0167 memory: 9201 grad_norm: 2.2409 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0670 loss: 3.0670 2022/08/13 22:12:45 - mmengine - INFO - Epoch(train) [44][3400/3757] lr: 9.3199e-02 eta: 2 days, 22:02:01 time: 0.3165 data_time: 0.0167 memory: 9201 grad_norm: 2.2979 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2256 loss: 3.2256 2022/08/13 22:13:01 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 22:13:17 - mmengine - INFO - Epoch(train) [44][3500/3757] lr: 9.3199e-02 eta: 2 days, 22:01:30 time: 0.3157 data_time: 0.0162 memory: 9201 grad_norm: 2.2466 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0034 loss: 3.0034 2022/08/13 22:13:49 - mmengine - INFO - Epoch(train) [44][3600/3757] lr: 9.3199e-02 eta: 2 days, 22:00:59 time: 0.3153 data_time: 0.0164 memory: 9201 grad_norm: 2.2730 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3473 loss: 3.3473 2022/08/13 22:14:21 - mmengine - INFO - Epoch(train) [44][3700/3757] lr: 9.3199e-02 eta: 2 days, 22:00:29 time: 0.3192 data_time: 0.0184 memory: 9201 grad_norm: 2.2152 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1472 loss: 3.1472 2022/08/13 22:14:39 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 22:14:39 - mmengine - INFO - Epoch(train) [44][3757/3757] lr: 9.3199e-02 eta: 2 days, 22:00:16 time: 0.3012 data_time: 0.0160 memory: 9201 grad_norm: 2.1843 top1_acc: 0.1429 top5_acc: 0.4286 loss_cls: 2.9778 loss: 2.9778 2022/08/13 22:14:39 - mmengine - INFO - Saving checkpoint at 44 epochs 2022/08/13 22:15:14 - mmengine - INFO - Epoch(train) [45][100/3757] lr: 9.2886e-02 eta: 2 days, 21:59:19 time: 0.3157 data_time: 0.0171 memory: 9201 grad_norm: 2.2263 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9432 loss: 2.9432 2022/08/13 22:15:46 - mmengine - INFO - Epoch(train) [45][200/3757] lr: 9.2886e-02 eta: 2 days, 21:58:48 time: 0.3166 data_time: 0.0175 memory: 9201 grad_norm: 2.2204 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2368 loss: 3.2368 2022/08/13 22:16:18 - mmengine - INFO - Epoch(train) [45][300/3757] lr: 9.2886e-02 eta: 2 days, 21:58:17 time: 0.3167 data_time: 0.0169 memory: 9201 grad_norm: 2.2012 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0331 loss: 3.0331 2022/08/13 22:16:50 - mmengine - INFO - Epoch(train) [45][400/3757] lr: 9.2886e-02 eta: 2 days, 21:57:47 time: 0.3169 data_time: 0.0165 memory: 9201 grad_norm: 2.2776 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.9630 loss: 2.9630 2022/08/13 22:17:22 - mmengine - INFO - Epoch(train) [45][500/3757] lr: 9.2886e-02 eta: 2 days, 21:57:16 time: 0.3248 data_time: 0.0169 memory: 9201 grad_norm: 2.1849 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3363 loss: 3.3363 2022/08/13 22:17:54 - mmengine - INFO - Epoch(train) [45][600/3757] lr: 9.2886e-02 eta: 2 days, 21:56:45 time: 0.3164 data_time: 0.0166 memory: 9201 grad_norm: 2.2613 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2330 loss: 3.2330 2022/08/13 22:18:23 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 22:18:26 - mmengine - INFO - Epoch(train) [45][700/3757] lr: 9.2886e-02 eta: 2 days, 21:56:14 time: 0.3157 data_time: 0.0177 memory: 9201 grad_norm: 2.2116 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4967 loss: 3.4967 2022/08/13 22:18:58 - mmengine - INFO - Epoch(train) [45][800/3757] lr: 9.2886e-02 eta: 2 days, 21:55:44 time: 0.3156 data_time: 0.0170 memory: 9201 grad_norm: 2.2161 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.4833 loss: 3.4833 2022/08/13 22:19:30 - mmengine - INFO - Epoch(train) [45][900/3757] lr: 9.2886e-02 eta: 2 days, 21:55:14 time: 0.3173 data_time: 0.0175 memory: 9201 grad_norm: 2.2515 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3855 loss: 3.3855 2022/08/13 22:20:01 - mmengine - INFO - Epoch(train) [45][1000/3757] lr: 9.2886e-02 eta: 2 days, 21:54:42 time: 0.3214 data_time: 0.0175 memory: 9201 grad_norm: 2.2337 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9259 loss: 2.9259 2022/08/13 22:20:33 - mmengine - INFO - Epoch(train) [45][1100/3757] lr: 9.2886e-02 eta: 2 days, 21:54:11 time: 0.3176 data_time: 0.0166 memory: 9201 grad_norm: 2.2706 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9301 loss: 2.9301 2022/08/13 22:21:05 - mmengine - INFO - Epoch(train) [45][1200/3757] lr: 9.2886e-02 eta: 2 days, 21:53:41 time: 0.3169 data_time: 0.0163 memory: 9201 grad_norm: 2.2660 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.8723 loss: 2.8723 2022/08/13 22:21:37 - mmengine - INFO - Epoch(train) [45][1300/3757] lr: 9.2886e-02 eta: 2 days, 21:53:10 time: 0.3182 data_time: 0.0171 memory: 9201 grad_norm: 2.2726 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.5575 loss: 3.5575 2022/08/13 22:22:09 - mmengine - INFO - Epoch(train) [45][1400/3757] lr: 9.2886e-02 eta: 2 days, 21:52:39 time: 0.3163 data_time: 0.0161 memory: 9201 grad_norm: 2.2358 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2059 loss: 3.2059 2022/08/13 22:22:41 - mmengine - INFO - Epoch(train) [45][1500/3757] lr: 9.2886e-02 eta: 2 days, 21:52:09 time: 0.3176 data_time: 0.0163 memory: 9201 grad_norm: 2.2159 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2601 loss: 3.2601 2022/08/13 22:23:13 - mmengine - INFO - Epoch(train) [45][1600/3757] lr: 9.2886e-02 eta: 2 days, 21:51:37 time: 0.3176 data_time: 0.0187 memory: 9201 grad_norm: 2.3089 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4631 loss: 3.4631 2022/08/13 22:23:42 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 22:23:45 - mmengine - INFO - Epoch(train) [45][1700/3757] lr: 9.2886e-02 eta: 2 days, 21:51:07 time: 0.3178 data_time: 0.0163 memory: 9201 grad_norm: 2.3257 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4424 loss: 3.4424 2022/08/13 22:24:17 - mmengine - INFO - Epoch(train) [45][1800/3757] lr: 9.2886e-02 eta: 2 days, 21:50:36 time: 0.3158 data_time: 0.0160 memory: 9201 grad_norm: 2.1918 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1551 loss: 3.1551 2022/08/13 22:24:48 - mmengine - INFO - Epoch(train) [45][1900/3757] lr: 9.2886e-02 eta: 2 days, 21:50:05 time: 0.3151 data_time: 0.0158 memory: 9201 grad_norm: 2.2559 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0650 loss: 3.0650 2022/08/13 22:25:20 - mmengine - INFO - Epoch(train) [45][2000/3757] lr: 9.2886e-02 eta: 2 days, 21:49:34 time: 0.3182 data_time: 0.0177 memory: 9201 grad_norm: 2.2202 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.2208 loss: 3.2208 2022/08/13 22:25:52 - mmengine - INFO - Epoch(train) [45][2100/3757] lr: 9.2886e-02 eta: 2 days, 21:49:03 time: 0.3155 data_time: 0.0160 memory: 9201 grad_norm: 2.2876 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4126 loss: 3.4126 2022/08/13 22:26:24 - mmengine - INFO - Epoch(train) [45][2200/3757] lr: 9.2886e-02 eta: 2 days, 21:48:32 time: 0.3194 data_time: 0.0177 memory: 9201 grad_norm: 2.2390 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1268 loss: 3.1268 2022/08/13 22:26:56 - mmengine - INFO - Epoch(train) [45][2300/3757] lr: 9.2886e-02 eta: 2 days, 21:48:00 time: 0.3169 data_time: 0.0163 memory: 9201 grad_norm: 2.2042 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9234 loss: 2.9234 2022/08/13 22:27:27 - mmengine - INFO - Epoch(train) [45][2400/3757] lr: 9.2886e-02 eta: 2 days, 21:47:29 time: 0.3157 data_time: 0.0163 memory: 9201 grad_norm: 2.2526 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2173 loss: 3.2173 2022/08/13 22:27:59 - mmengine - INFO - Epoch(train) [45][2500/3757] lr: 9.2886e-02 eta: 2 days, 21:46:58 time: 0.3158 data_time: 0.0170 memory: 9201 grad_norm: 2.2581 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9203 loss: 2.9203 2022/08/13 22:28:31 - mmengine - INFO - Epoch(train) [45][2600/3757] lr: 9.2886e-02 eta: 2 days, 21:46:28 time: 0.3213 data_time: 0.0155 memory: 9201 grad_norm: 2.2129 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1816 loss: 3.1816 2022/08/13 22:29:01 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 22:29:03 - mmengine - INFO - Epoch(train) [45][2700/3757] lr: 9.2886e-02 eta: 2 days, 21:45:58 time: 0.3175 data_time: 0.0177 memory: 9201 grad_norm: 2.1992 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1293 loss: 3.1293 2022/08/13 22:29:35 - mmengine - INFO - Epoch(train) [45][2800/3757] lr: 9.2886e-02 eta: 2 days, 21:45:27 time: 0.3179 data_time: 0.0167 memory: 9201 grad_norm: 2.1980 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2353 loss: 3.2353 2022/08/13 22:30:07 - mmengine - INFO - Epoch(train) [45][2900/3757] lr: 9.2886e-02 eta: 2 days, 21:44:57 time: 0.3188 data_time: 0.0176 memory: 9201 grad_norm: 2.2220 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0481 loss: 3.0481 2022/08/13 22:30:39 - mmengine - INFO - Epoch(train) [45][3000/3757] lr: 9.2886e-02 eta: 2 days, 21:44:26 time: 0.3159 data_time: 0.0172 memory: 9201 grad_norm: 2.2656 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.5332 loss: 3.5332 2022/08/13 22:31:11 - mmengine - INFO - Epoch(train) [45][3100/3757] lr: 9.2886e-02 eta: 2 days, 21:43:55 time: 0.3179 data_time: 0.0172 memory: 9201 grad_norm: 2.2791 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2138 loss: 3.2138 2022/08/13 22:31:43 - mmengine - INFO - Epoch(train) [45][3200/3757] lr: 9.2886e-02 eta: 2 days, 21:43:24 time: 0.3221 data_time: 0.0175 memory: 9201 grad_norm: 2.2331 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0495 loss: 3.0495 2022/08/13 22:32:15 - mmengine - INFO - Epoch(train) [45][3300/3757] lr: 9.2886e-02 eta: 2 days, 21:42:53 time: 0.3171 data_time: 0.0163 memory: 9201 grad_norm: 2.2983 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1097 loss: 3.1097 2022/08/13 22:32:46 - mmengine - INFO - Epoch(train) [45][3400/3757] lr: 9.2886e-02 eta: 2 days, 21:42:22 time: 0.3170 data_time: 0.0169 memory: 9201 grad_norm: 2.1935 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1221 loss: 3.1221 2022/08/13 22:33:18 - mmengine - INFO - Epoch(train) [45][3500/3757] lr: 9.2886e-02 eta: 2 days, 21:41:52 time: 0.3164 data_time: 0.0164 memory: 9201 grad_norm: 2.3367 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 3.2159 loss: 3.2159 2022/08/13 22:33:50 - mmengine - INFO - Epoch(train) [45][3600/3757] lr: 9.2886e-02 eta: 2 days, 21:41:21 time: 0.3186 data_time: 0.0173 memory: 9201 grad_norm: 2.3049 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6338 loss: 3.6338 2022/08/13 22:34:19 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 22:34:22 - mmengine - INFO - Epoch(train) [45][3700/3757] lr: 9.2886e-02 eta: 2 days, 21:40:50 time: 0.3170 data_time: 0.0173 memory: 9201 grad_norm: 2.2046 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3060 loss: 3.3060 2022/08/13 22:34:40 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 22:34:40 - mmengine - INFO - Epoch(train) [45][3757/3757] lr: 9.2886e-02 eta: 2 days, 21:40:38 time: 0.2998 data_time: 0.0153 memory: 9201 grad_norm: 2.2356 top1_acc: 0.1429 top5_acc: 0.4286 loss_cls: 3.0024 loss: 3.0024 2022/08/13 22:35:02 - mmengine - INFO - Epoch(val) [45][100/310] eta: 0:00:47 time: 0.2245 data_time: 0.1122 memory: 1522 2022/08/13 22:35:23 - mmengine - INFO - Epoch(val) [45][200/310] eta: 0:00:20 time: 0.1895 data_time: 0.0757 memory: 1522 2022/08/13 22:35:44 - mmengine - INFO - Epoch(val) [45][300/310] eta: 0:00:02 time: 0.2225 data_time: 0.1106 memory: 1522 2022/08/13 22:35:48 - mmengine - INFO - Epoch(val) [45][310/310] acc/top1: 0.3573 acc/top5: 0.6427 acc/mean1: 0.3571 2022/08/13 22:36:22 - mmengine - INFO - Epoch(train) [46][100/3757] lr: 9.2568e-02 eta: 2 days, 21:39:45 time: 0.3191 data_time: 0.0165 memory: 9201 grad_norm: 2.2490 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.2132 loss: 3.2132 2022/08/13 22:36:54 - mmengine - INFO - Epoch(train) [46][200/3757] lr: 9.2568e-02 eta: 2 days, 21:39:15 time: 0.3181 data_time: 0.0174 memory: 9201 grad_norm: 2.2192 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4305 loss: 3.4305 2022/08/13 22:37:26 - mmengine - INFO - Epoch(train) [46][300/3757] lr: 9.2568e-02 eta: 2 days, 21:38:44 time: 0.3216 data_time: 0.0171 memory: 9201 grad_norm: 2.2065 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1052 loss: 3.1052 2022/08/13 22:37:57 - mmengine - INFO - Epoch(train) [46][400/3757] lr: 9.2568e-02 eta: 2 days, 21:38:13 time: 0.3143 data_time: 0.0158 memory: 9201 grad_norm: 2.1890 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.1750 loss: 3.1750 2022/08/13 22:38:29 - mmengine - INFO - Epoch(train) [46][500/3757] lr: 9.2568e-02 eta: 2 days, 21:37:42 time: 0.3153 data_time: 0.0164 memory: 9201 grad_norm: 2.1882 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.2239 loss: 3.2239 2022/08/13 22:39:01 - mmengine - INFO - Epoch(train) [46][600/3757] lr: 9.2568e-02 eta: 2 days, 21:37:11 time: 0.3162 data_time: 0.0162 memory: 9201 grad_norm: 2.2631 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0976 loss: 3.0976 2022/08/13 22:39:33 - mmengine - INFO - Epoch(train) [46][700/3757] lr: 9.2568e-02 eta: 2 days, 21:36:40 time: 0.3173 data_time: 0.0169 memory: 9201 grad_norm: 2.2457 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0246 loss: 3.0246 2022/08/13 22:40:05 - mmengine - INFO - Epoch(train) [46][800/3757] lr: 9.2568e-02 eta: 2 days, 21:36:09 time: 0.3201 data_time: 0.0178 memory: 9201 grad_norm: 2.2319 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2587 loss: 3.2587 2022/08/13 22:40:37 - mmengine - INFO - Epoch(train) [46][900/3757] lr: 9.2568e-02 eta: 2 days, 21:35:37 time: 0.3156 data_time: 0.0170 memory: 9201 grad_norm: 2.2597 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0272 loss: 3.0272 2022/08/13 22:40:48 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 22:41:08 - mmengine - INFO - Epoch(train) [46][1000/3757] lr: 9.2568e-02 eta: 2 days, 21:35:06 time: 0.3154 data_time: 0.0173 memory: 9201 grad_norm: 2.2238 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0173 loss: 3.0173 2022/08/13 22:41:40 - mmengine - INFO - Epoch(train) [46][1100/3757] lr: 9.2568e-02 eta: 2 days, 21:34:35 time: 0.3155 data_time: 0.0160 memory: 9201 grad_norm: 2.2298 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5088 loss: 3.5088 2022/08/13 22:42:12 - mmengine - INFO - Epoch(train) [46][1200/3757] lr: 9.2568e-02 eta: 2 days, 21:34:04 time: 0.3178 data_time: 0.0172 memory: 9201 grad_norm: 2.2325 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9753 loss: 2.9753 2022/08/13 22:42:44 - mmengine - INFO - Epoch(train) [46][1300/3757] lr: 9.2568e-02 eta: 2 days, 21:33:34 time: 0.3226 data_time: 0.0177 memory: 9201 grad_norm: 2.2466 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.1226 loss: 3.1226 2022/08/13 22:43:16 - mmengine - INFO - Epoch(train) [46][1400/3757] lr: 9.2568e-02 eta: 2 days, 21:33:02 time: 0.3168 data_time: 0.0167 memory: 9201 grad_norm: 2.2503 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2427 loss: 3.2427 2022/08/13 22:43:48 - mmengine - INFO - Epoch(train) [46][1500/3757] lr: 9.2568e-02 eta: 2 days, 21:32:32 time: 0.3169 data_time: 0.0169 memory: 9201 grad_norm: 2.2023 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3354 loss: 3.3354 2022/08/13 22:44:20 - mmengine - INFO - Epoch(train) [46][1600/3757] lr: 9.2568e-02 eta: 2 days, 21:32:02 time: 0.3175 data_time: 0.0166 memory: 9201 grad_norm: 2.3123 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4825 loss: 3.4825 2022/08/13 22:44:52 - mmengine - INFO - Epoch(train) [46][1700/3757] lr: 9.2568e-02 eta: 2 days, 21:31:31 time: 0.3190 data_time: 0.0164 memory: 9201 grad_norm: 2.2099 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8017 loss: 2.8017 2022/08/13 22:45:24 - mmengine - INFO - Epoch(train) [46][1800/3757] lr: 9.2568e-02 eta: 2 days, 21:31:01 time: 0.3163 data_time: 0.0163 memory: 9201 grad_norm: 2.2475 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0918 loss: 3.0918 2022/08/13 22:45:56 - mmengine - INFO - Epoch(train) [46][1900/3757] lr: 9.2568e-02 eta: 2 days, 21:30:30 time: 0.3209 data_time: 0.0189 memory: 9201 grad_norm: 2.2041 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.2824 loss: 3.2824 2022/08/13 22:46:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 22:46:27 - mmengine - INFO - Epoch(train) [46][2000/3757] lr: 9.2568e-02 eta: 2 days, 21:29:59 time: 0.3147 data_time: 0.0153 memory: 9201 grad_norm: 2.1909 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2596 loss: 3.2596 2022/08/13 22:46:59 - mmengine - INFO - Epoch(train) [46][2100/3757] lr: 9.2568e-02 eta: 2 days, 21:29:28 time: 0.3167 data_time: 0.0162 memory: 9201 grad_norm: 2.1703 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9229 loss: 2.9229 2022/08/13 22:47:31 - mmengine - INFO - Epoch(train) [46][2200/3757] lr: 9.2568e-02 eta: 2 days, 21:28:57 time: 0.3159 data_time: 0.0163 memory: 9201 grad_norm: 2.2866 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.2989 loss: 3.2989 2022/08/13 22:48:03 - mmengine - INFO - Epoch(train) [46][2300/3757] lr: 9.2568e-02 eta: 2 days, 21:28:26 time: 0.3178 data_time: 0.0176 memory: 9201 grad_norm: 2.2610 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3620 loss: 3.3620 2022/08/13 22:48:35 - mmengine - INFO - Epoch(train) [46][2400/3757] lr: 9.2568e-02 eta: 2 days, 21:27:55 time: 0.3246 data_time: 0.0174 memory: 9201 grad_norm: 2.2937 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2346 loss: 3.2346 2022/08/13 22:49:07 - mmengine - INFO - Epoch(train) [46][2500/3757] lr: 9.2568e-02 eta: 2 days, 21:27:25 time: 0.3206 data_time: 0.0164 memory: 9201 grad_norm: 2.2523 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2060 loss: 3.2060 2022/08/13 22:49:39 - mmengine - INFO - Epoch(train) [46][2600/3757] lr: 9.2568e-02 eta: 2 days, 21:26:53 time: 0.3174 data_time: 0.0166 memory: 9201 grad_norm: 2.2277 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.3224 loss: 3.3224 2022/08/13 22:50:10 - mmengine - INFO - Epoch(train) [46][2700/3757] lr: 9.2568e-02 eta: 2 days, 21:26:22 time: 0.3159 data_time: 0.0168 memory: 9201 grad_norm: 2.2396 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0389 loss: 3.0389 2022/08/13 22:50:42 - mmengine - INFO - Epoch(train) [46][2800/3757] lr: 9.2568e-02 eta: 2 days, 21:25:52 time: 0.3167 data_time: 0.0171 memory: 9201 grad_norm: 2.2596 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.3333 loss: 3.3333 2022/08/13 22:51:14 - mmengine - INFO - Epoch(train) [46][2900/3757] lr: 9.2568e-02 eta: 2 days, 21:25:21 time: 0.3196 data_time: 0.0169 memory: 9201 grad_norm: 2.1960 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0731 loss: 3.0731 2022/08/13 22:51:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 22:51:46 - mmengine - INFO - Epoch(train) [46][3000/3757] lr: 9.2568e-02 eta: 2 days, 21:24:50 time: 0.3184 data_time: 0.0179 memory: 9201 grad_norm: 2.2363 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9735 loss: 2.9735 2022/08/13 22:52:18 - mmengine - INFO - Epoch(train) [46][3100/3757] lr: 9.2568e-02 eta: 2 days, 21:24:19 time: 0.3157 data_time: 0.0163 memory: 9201 grad_norm: 2.2911 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1027 loss: 3.1027 2022/08/13 22:52:50 - mmengine - INFO - Epoch(train) [46][3200/3757] lr: 9.2568e-02 eta: 2 days, 21:23:48 time: 0.3167 data_time: 0.0163 memory: 9201 grad_norm: 2.2371 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4237 loss: 3.4237 2022/08/13 22:53:22 - mmengine - INFO - Epoch(train) [46][3300/3757] lr: 9.2568e-02 eta: 2 days, 21:23:17 time: 0.3172 data_time: 0.0167 memory: 9201 grad_norm: 2.1983 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1113 loss: 3.1113 2022/08/13 22:53:54 - mmengine - INFO - Epoch(train) [46][3400/3757] lr: 9.2568e-02 eta: 2 days, 21:22:47 time: 0.3168 data_time: 0.0166 memory: 9201 grad_norm: 2.2561 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1912 loss: 3.1912 2022/08/13 22:54:25 - mmengine - INFO - Epoch(train) [46][3500/3757] lr: 9.2568e-02 eta: 2 days, 21:22:16 time: 0.3191 data_time: 0.0179 memory: 9201 grad_norm: 2.2089 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2731 loss: 3.2731 2022/08/13 22:54:57 - mmengine - INFO - Epoch(train) [46][3600/3757] lr: 9.2568e-02 eta: 2 days, 21:21:45 time: 0.3162 data_time: 0.0161 memory: 9201 grad_norm: 2.2303 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9698 loss: 2.9698 2022/08/13 22:55:29 - mmengine - INFO - Epoch(train) [46][3700/3757] lr: 9.2568e-02 eta: 2 days, 21:21:15 time: 0.3171 data_time: 0.0168 memory: 9201 grad_norm: 2.2607 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3927 loss: 3.3927 2022/08/13 22:55:47 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 22:55:47 - mmengine - INFO - Epoch(train) [46][3757/3757] lr: 9.2568e-02 eta: 2 days, 21:21:03 time: 0.3107 data_time: 0.0159 memory: 9201 grad_norm: 2.2665 top1_acc: 0.1429 top5_acc: 0.4286 loss_cls: 3.1933 loss: 3.1933 2022/08/13 22:56:21 - mmengine - INFO - Epoch(train) [47][100/3757] lr: 9.2243e-02 eta: 2 days, 21:20:12 time: 0.3162 data_time: 0.0165 memory: 9201 grad_norm: 2.2458 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.1301 loss: 3.1301 2022/08/13 22:56:47 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 22:56:54 - mmengine - INFO - Epoch(train) [47][200/3757] lr: 9.2243e-02 eta: 2 days, 21:19:41 time: 0.3177 data_time: 0.0181 memory: 9201 grad_norm: 2.1660 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2315 loss: 3.2315 2022/08/13 22:57:25 - mmengine - INFO - Epoch(train) [47][300/3757] lr: 9.2243e-02 eta: 2 days, 21:19:11 time: 0.3199 data_time: 0.0166 memory: 9201 grad_norm: 2.2942 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9578 loss: 2.9578 2022/08/13 22:57:57 - mmengine - INFO - Epoch(train) [47][400/3757] lr: 9.2243e-02 eta: 2 days, 21:18:40 time: 0.3187 data_time: 0.0163 memory: 9201 grad_norm: 2.2605 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6326 loss: 2.6326 2022/08/13 22:58:29 - mmengine - INFO - Epoch(train) [47][500/3757] lr: 9.2243e-02 eta: 2 days, 21:18:09 time: 0.3176 data_time: 0.0168 memory: 9201 grad_norm: 2.3611 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1703 loss: 3.1703 2022/08/13 22:59:01 - mmengine - INFO - Epoch(train) [47][600/3757] lr: 9.2243e-02 eta: 2 days, 21:17:38 time: 0.3168 data_time: 0.0165 memory: 9201 grad_norm: 2.2817 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0261 loss: 3.0261 2022/08/13 22:59:33 - mmengine - INFO - Epoch(train) [47][700/3757] lr: 9.2243e-02 eta: 2 days, 21:17:07 time: 0.3159 data_time: 0.0157 memory: 9201 grad_norm: 2.2750 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.9803 loss: 2.9803 2022/08/13 23:00:05 - mmengine - INFO - Epoch(train) [47][800/3757] lr: 9.2243e-02 eta: 2 days, 21:16:36 time: 0.3178 data_time: 0.0169 memory: 9201 grad_norm: 2.2462 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9690 loss: 2.9690 2022/08/13 23:00:37 - mmengine - INFO - Epoch(train) [47][900/3757] lr: 9.2243e-02 eta: 2 days, 21:16:06 time: 0.3240 data_time: 0.0170 memory: 9201 grad_norm: 2.2278 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1994 loss: 3.1994 2022/08/13 23:01:09 - mmengine - INFO - Epoch(train) [47][1000/3757] lr: 9.2243e-02 eta: 2 days, 21:15:36 time: 0.3200 data_time: 0.0172 memory: 9201 grad_norm: 2.1890 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2420 loss: 3.2420 2022/08/13 23:01:41 - mmengine - INFO - Epoch(train) [47][1100/3757] lr: 9.2243e-02 eta: 2 days, 21:15:05 time: 0.3169 data_time: 0.0164 memory: 9201 grad_norm: 2.2218 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2856 loss: 3.2856 2022/08/13 23:02:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 23:02:13 - mmengine - INFO - Epoch(train) [47][1200/3757] lr: 9.2243e-02 eta: 2 days, 21:14:34 time: 0.3169 data_time: 0.0168 memory: 9201 grad_norm: 2.2522 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.9507 loss: 2.9507 2022/08/13 23:02:45 - mmengine - INFO - Epoch(train) [47][1300/3757] lr: 9.2243e-02 eta: 2 days, 21:14:03 time: 0.3216 data_time: 0.0179 memory: 9201 grad_norm: 2.2620 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4663 loss: 3.4663 2022/08/13 23:03:16 - mmengine - INFO - Epoch(train) [47][1400/3757] lr: 9.2243e-02 eta: 2 days, 21:13:32 time: 0.3182 data_time: 0.0173 memory: 9201 grad_norm: 2.1856 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9791 loss: 2.9791 2022/08/13 23:03:48 - mmengine - INFO - Epoch(train) [47][1500/3757] lr: 9.2243e-02 eta: 2 days, 21:13:02 time: 0.3190 data_time: 0.0185 memory: 9201 grad_norm: 2.2197 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8688 loss: 2.8688 2022/08/13 23:04:20 - mmengine - INFO - Epoch(train) [47][1600/3757] lr: 9.2243e-02 eta: 2 days, 21:12:30 time: 0.3176 data_time: 0.0175 memory: 9201 grad_norm: 2.2126 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1461 loss: 3.1461 2022/08/13 23:04:52 - mmengine - INFO - Epoch(train) [47][1700/3757] lr: 9.2243e-02 eta: 2 days, 21:11:59 time: 0.3158 data_time: 0.0164 memory: 9201 grad_norm: 2.2437 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0349 loss: 3.0349 2022/08/13 23:05:24 - mmengine - INFO - Epoch(train) [47][1800/3757] lr: 9.2243e-02 eta: 2 days, 21:11:28 time: 0.3197 data_time: 0.0177 memory: 9201 grad_norm: 2.2682 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.2511 loss: 3.2511 2022/08/13 23:05:56 - mmengine - INFO - Epoch(train) [47][1900/3757] lr: 9.2243e-02 eta: 2 days, 21:10:58 time: 0.3174 data_time: 0.0167 memory: 9201 grad_norm: 2.2648 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0551 loss: 3.0551 2022/08/13 23:06:28 - mmengine - INFO - Epoch(train) [47][2000/3757] lr: 9.2243e-02 eta: 2 days, 21:10:27 time: 0.3185 data_time: 0.0180 memory: 9201 grad_norm: 2.2301 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8712 loss: 2.8712 2022/08/13 23:06:59 - mmengine - INFO - Epoch(train) [47][2100/3757] lr: 9.2243e-02 eta: 2 days, 21:09:55 time: 0.3163 data_time: 0.0167 memory: 9201 grad_norm: 2.2785 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.9812 loss: 2.9812 2022/08/13 23:07:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 23:07:32 - mmengine - INFO - Epoch(train) [47][2200/3757] lr: 9.2243e-02 eta: 2 days, 21:09:26 time: 0.3170 data_time: 0.0170 memory: 9201 grad_norm: 2.3014 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.2709 loss: 3.2709 2022/08/13 23:08:03 - mmengine - INFO - Epoch(train) [47][2300/3757] lr: 9.2243e-02 eta: 2 days, 21:08:55 time: 0.3185 data_time: 0.0170 memory: 9201 grad_norm: 2.2480 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1204 loss: 3.1204 2022/08/13 23:08:36 - mmengine - INFO - Epoch(train) [47][2400/3757] lr: 9.2243e-02 eta: 2 days, 21:08:26 time: 0.3174 data_time: 0.0186 memory: 9201 grad_norm: 2.2180 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2482 loss: 3.2482 2022/08/13 23:09:08 - mmengine - INFO - Epoch(train) [47][2500/3757] lr: 9.2243e-02 eta: 2 days, 21:07:56 time: 0.3253 data_time: 0.0173 memory: 9201 grad_norm: 2.2808 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2785 loss: 3.2785 2022/08/13 23:09:40 - mmengine - INFO - Epoch(train) [47][2600/3757] lr: 9.2243e-02 eta: 2 days, 21:07:25 time: 0.3185 data_time: 0.0178 memory: 9201 grad_norm: 2.2734 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4333 loss: 3.4333 2022/08/13 23:10:12 - mmengine - INFO - Epoch(train) [47][2700/3757] lr: 9.2243e-02 eta: 2 days, 21:06:55 time: 0.3170 data_time: 0.0165 memory: 9201 grad_norm: 2.2729 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0540 loss: 3.0540 2022/08/13 23:10:44 - mmengine - INFO - Epoch(train) [47][2800/3757] lr: 9.2243e-02 eta: 2 days, 21:06:24 time: 0.3167 data_time: 0.0166 memory: 9201 grad_norm: 2.2470 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.0519 loss: 3.0519 2022/08/13 23:11:16 - mmengine - INFO - Epoch(train) [47][2900/3757] lr: 9.2243e-02 eta: 2 days, 21:05:54 time: 0.3155 data_time: 0.0173 memory: 9201 grad_norm: 2.2339 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.3917 loss: 3.3917 2022/08/13 23:11:47 - mmengine - INFO - Epoch(train) [47][3000/3757] lr: 9.2243e-02 eta: 2 days, 21:05:23 time: 0.3186 data_time: 0.0172 memory: 9201 grad_norm: 2.2678 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2211 loss: 3.2211 2022/08/13 23:12:19 - mmengine - INFO - Epoch(train) [47][3100/3757] lr: 9.2243e-02 eta: 2 days, 21:04:52 time: 0.3195 data_time: 0.0187 memory: 9201 grad_norm: 2.3434 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2328 loss: 3.2328 2022/08/13 23:12:44 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 23:12:51 - mmengine - INFO - Epoch(train) [47][3200/3757] lr: 9.2243e-02 eta: 2 days, 21:04:21 time: 0.3172 data_time: 0.0165 memory: 9201 grad_norm: 2.1960 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2440 loss: 3.2440 2022/08/13 23:13:23 - mmengine - INFO - Epoch(train) [47][3300/3757] lr: 9.2243e-02 eta: 2 days, 21:03:50 time: 0.3170 data_time: 0.0168 memory: 9201 grad_norm: 2.2499 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3423 loss: 3.3423 2022/08/13 23:13:55 - mmengine - INFO - Epoch(train) [47][3400/3757] lr: 9.2243e-02 eta: 2 days, 21:03:19 time: 0.3176 data_time: 0.0171 memory: 9201 grad_norm: 2.2057 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.2015 loss: 3.2015 2022/08/13 23:14:27 - mmengine - INFO - Epoch(train) [47][3500/3757] lr: 9.2243e-02 eta: 2 days, 21:02:49 time: 0.3198 data_time: 0.0181 memory: 9201 grad_norm: 2.2024 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1602 loss: 3.1602 2022/08/13 23:14:59 - mmengine - INFO - Epoch(train) [47][3600/3757] lr: 9.2243e-02 eta: 2 days, 21:02:17 time: 0.3171 data_time: 0.0172 memory: 9201 grad_norm: 2.2148 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0353 loss: 3.0353 2022/08/13 23:15:31 - mmengine - INFO - Epoch(train) [47][3700/3757] lr: 9.2243e-02 eta: 2 days, 21:01:47 time: 0.3185 data_time: 0.0171 memory: 9201 grad_norm: 2.1779 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9965 loss: 2.9965 2022/08/13 23:15:48 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 23:15:48 - mmengine - INFO - Epoch(train) [47][3757/3757] lr: 9.2243e-02 eta: 2 days, 21:01:34 time: 0.3001 data_time: 0.0152 memory: 9201 grad_norm: 2.2714 top1_acc: 0.2857 top5_acc: 0.4286 loss_cls: 2.9306 loss: 2.9306 2022/08/13 23:16:22 - mmengine - INFO - Epoch(train) [48][100/3757] lr: 9.1911e-02 eta: 2 days, 21:00:42 time: 0.3174 data_time: 0.0163 memory: 9201 grad_norm: 2.2900 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3070 loss: 3.3070 2022/08/13 23:16:54 - mmengine - INFO - Epoch(train) [48][200/3757] lr: 9.1911e-02 eta: 2 days, 21:00:11 time: 0.3159 data_time: 0.0157 memory: 9201 grad_norm: 2.2154 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.2134 loss: 3.2134 2022/08/13 23:17:26 - mmengine - INFO - Epoch(train) [48][300/3757] lr: 9.1911e-02 eta: 2 days, 20:59:41 time: 0.3220 data_time: 0.0192 memory: 9201 grad_norm: 2.2181 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9185 loss: 2.9185 2022/08/13 23:17:58 - mmengine - INFO - Epoch(train) [48][400/3757] lr: 9.1911e-02 eta: 2 days, 20:59:10 time: 0.3212 data_time: 0.0172 memory: 9201 grad_norm: 2.2459 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0731 loss: 3.0731 2022/08/13 23:18:05 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 23:18:30 - mmengine - INFO - Epoch(train) [48][500/3757] lr: 9.1911e-02 eta: 2 days, 20:58:40 time: 0.3190 data_time: 0.0178 memory: 9201 grad_norm: 2.1827 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 3.1122 loss: 3.1122 2022/08/13 23:19:02 - mmengine - INFO - Epoch(train) [48][600/3757] lr: 9.1911e-02 eta: 2 days, 20:58:10 time: 0.3180 data_time: 0.0178 memory: 9201 grad_norm: 2.2027 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3113 loss: 3.3113 2022/08/13 23:19:34 - mmengine - INFO - Epoch(train) [48][700/3757] lr: 9.1911e-02 eta: 2 days, 20:57:39 time: 0.3148 data_time: 0.0165 memory: 9201 grad_norm: 2.3195 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0070 loss: 3.0070 2022/08/13 23:20:06 - mmengine - INFO - Epoch(train) [48][800/3757] lr: 9.1911e-02 eta: 2 days, 20:57:09 time: 0.3190 data_time: 0.0176 memory: 9201 grad_norm: 2.1499 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1090 loss: 3.1090 2022/08/13 23:20:38 - mmengine - INFO - Epoch(train) [48][900/3757] lr: 9.1911e-02 eta: 2 days, 20:56:38 time: 0.3153 data_time: 0.0163 memory: 9201 grad_norm: 2.3162 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8939 loss: 2.8939 2022/08/13 23:21:10 - mmengine - INFO - Epoch(train) [48][1000/3757] lr: 9.1911e-02 eta: 2 days, 20:56:07 time: 0.3167 data_time: 0.0163 memory: 9201 grad_norm: 2.1918 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2164 loss: 3.2164 2022/08/13 23:21:42 - mmengine - INFO - Epoch(train) [48][1100/3757] lr: 9.1911e-02 eta: 2 days, 20:55:36 time: 0.3176 data_time: 0.0156 memory: 9201 grad_norm: 2.1947 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2292 loss: 3.2292 2022/08/13 23:22:13 - mmengine - INFO - Epoch(train) [48][1200/3757] lr: 9.1911e-02 eta: 2 days, 20:55:05 time: 0.3167 data_time: 0.0167 memory: 9201 grad_norm: 2.2192 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0298 loss: 3.0298 2022/08/13 23:22:45 - mmengine - INFO - Epoch(train) [48][1300/3757] lr: 9.1911e-02 eta: 2 days, 20:54:34 time: 0.3166 data_time: 0.0175 memory: 9201 grad_norm: 2.2270 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.9302 loss: 2.9302 2022/08/13 23:23:17 - mmengine - INFO - Epoch(train) [48][1400/3757] lr: 9.1911e-02 eta: 2 days, 20:54:04 time: 0.3180 data_time: 0.0165 memory: 9201 grad_norm: 2.2611 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2052 loss: 3.2052 2022/08/13 23:23:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 23:23:49 - mmengine - INFO - Epoch(train) [48][1500/3757] lr: 9.1911e-02 eta: 2 days, 20:53:33 time: 0.3180 data_time: 0.0181 memory: 9201 grad_norm: 2.2208 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.0277 loss: 3.0277 2022/08/13 23:24:21 - mmengine - INFO - Epoch(train) [48][1600/3757] lr: 9.1911e-02 eta: 2 days, 20:53:02 time: 0.3176 data_time: 0.0178 memory: 9201 grad_norm: 2.2210 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.8954 loss: 2.8954 2022/08/13 23:24:53 - mmengine - INFO - Epoch(train) [48][1700/3757] lr: 9.1911e-02 eta: 2 days, 20:52:31 time: 0.3174 data_time: 0.0164 memory: 9201 grad_norm: 2.2856 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2673 loss: 3.2673 2022/08/13 23:25:25 - mmengine - INFO - Epoch(train) [48][1800/3757] lr: 9.1911e-02 eta: 2 days, 20:52:00 time: 0.3168 data_time: 0.0167 memory: 9201 grad_norm: 2.1746 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0964 loss: 3.0964 2022/08/13 23:25:57 - mmengine - INFO - Epoch(train) [48][1900/3757] lr: 9.1911e-02 eta: 2 days, 20:51:29 time: 0.3170 data_time: 0.0173 memory: 9201 grad_norm: 2.2484 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1383 loss: 3.1383 2022/08/13 23:26:29 - mmengine - INFO - Epoch(train) [48][2000/3757] lr: 9.1911e-02 eta: 2 days, 20:50:58 time: 0.3164 data_time: 0.0177 memory: 9201 grad_norm: 2.2451 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1945 loss: 3.1945 2022/08/13 23:27:00 - mmengine - INFO - Epoch(train) [48][2100/3757] lr: 9.1911e-02 eta: 2 days, 20:50:27 time: 0.3191 data_time: 0.0173 memory: 9201 grad_norm: 2.3060 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.4565 loss: 3.4565 2022/08/13 23:27:32 - mmengine - INFO - Epoch(train) [48][2200/3757] lr: 9.1911e-02 eta: 2 days, 20:49:56 time: 0.3170 data_time: 0.0168 memory: 9201 grad_norm: 2.2332 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2486 loss: 3.2486 2022/08/13 23:28:04 - mmengine - INFO - Epoch(train) [48][2300/3757] lr: 9.1911e-02 eta: 2 days, 20:49:25 time: 0.3172 data_time: 0.0167 memory: 9201 grad_norm: 2.2513 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1155 loss: 3.1155 2022/08/13 23:28:36 - mmengine - INFO - Epoch(train) [48][2400/3757] lr: 9.1911e-02 eta: 2 days, 20:48:54 time: 0.3179 data_time: 0.0165 memory: 9201 grad_norm: 2.2535 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.1492 loss: 3.1492 2022/08/13 23:28:43 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 23:29:08 - mmengine - INFO - Epoch(train) [48][2500/3757] lr: 9.1911e-02 eta: 2 days, 20:48:24 time: 0.3181 data_time: 0.0178 memory: 9201 grad_norm: 2.2288 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1738 loss: 3.1738 2022/08/13 23:29:40 - mmengine - INFO - Epoch(train) [48][2600/3757] lr: 9.1911e-02 eta: 2 days, 20:47:53 time: 0.3181 data_time: 0.0177 memory: 9201 grad_norm: 2.1950 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4709 loss: 3.4709 2022/08/13 23:30:12 - mmengine - INFO - Epoch(train) [48][2700/3757] lr: 9.1911e-02 eta: 2 days, 20:47:22 time: 0.3168 data_time: 0.0168 memory: 9201 grad_norm: 2.2150 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1831 loss: 3.1831 2022/08/13 23:30:44 - mmengine - INFO - Epoch(train) [48][2800/3757] lr: 9.1911e-02 eta: 2 days, 20:46:51 time: 0.3163 data_time: 0.0166 memory: 9201 grad_norm: 2.3075 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1878 loss: 3.1878 2022/08/13 23:31:15 - mmengine - INFO - Epoch(train) [48][2900/3757] lr: 9.1911e-02 eta: 2 days, 20:46:20 time: 0.3182 data_time: 0.0179 memory: 9201 grad_norm: 2.2820 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2841 loss: 3.2841 2022/08/13 23:31:47 - mmengine - INFO - Epoch(train) [48][3000/3757] lr: 9.1911e-02 eta: 2 days, 20:45:49 time: 0.3190 data_time: 0.0165 memory: 9201 grad_norm: 2.2650 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9939 loss: 2.9939 2022/08/13 23:32:19 - mmengine - INFO - Epoch(train) [48][3100/3757] lr: 9.1911e-02 eta: 2 days, 20:45:18 time: 0.3211 data_time: 0.0166 memory: 9201 grad_norm: 2.2222 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1603 loss: 3.1603 2022/08/13 23:32:51 - mmengine - INFO - Epoch(train) [48][3200/3757] lr: 9.1911e-02 eta: 2 days, 20:44:47 time: 0.3179 data_time: 0.0178 memory: 9201 grad_norm: 2.2585 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0235 loss: 3.0235 2022/08/13 23:33:23 - mmengine - INFO - Epoch(train) [48][3300/3757] lr: 9.1911e-02 eta: 2 days, 20:44:17 time: 0.3161 data_time: 0.0172 memory: 9201 grad_norm: 2.2857 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.2898 loss: 3.2898 2022/08/13 23:33:55 - mmengine - INFO - Epoch(train) [48][3400/3757] lr: 9.1911e-02 eta: 2 days, 20:43:46 time: 0.3187 data_time: 0.0177 memory: 9201 grad_norm: 2.2799 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9367 loss: 2.9367 2022/08/13 23:34:02 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 23:34:27 - mmengine - INFO - Epoch(train) [48][3500/3757] lr: 9.1911e-02 eta: 2 days, 20:43:15 time: 0.3166 data_time: 0.0165 memory: 9201 grad_norm: 2.2748 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4045 loss: 3.4045 2022/08/13 23:34:59 - mmengine - INFO - Epoch(train) [48][3600/3757] lr: 9.1911e-02 eta: 2 days, 20:42:45 time: 0.3186 data_time: 0.0179 memory: 9201 grad_norm: 2.3293 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2514 loss: 3.2514 2022/08/13 23:35:31 - mmengine - INFO - Epoch(train) [48][3700/3757] lr: 9.1911e-02 eta: 2 days, 20:42:13 time: 0.3167 data_time: 0.0170 memory: 9201 grad_norm: 2.2417 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.0473 loss: 3.0473 2022/08/13 23:35:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 23:35:49 - mmengine - INFO - Epoch(train) [48][3757/3757] lr: 9.1911e-02 eta: 2 days, 20:42:01 time: 0.3001 data_time: 0.0146 memory: 9201 grad_norm: 2.2489 top1_acc: 0.4286 top5_acc: 0.5714 loss_cls: 3.0805 loss: 3.0805 2022/08/13 23:35:49 - mmengine - INFO - Saving checkpoint at 48 epochs 2022/08/13 23:36:25 - mmengine - INFO - Epoch(train) [49][100/3757] lr: 9.1573e-02 eta: 2 days, 20:41:06 time: 0.3173 data_time: 0.0175 memory: 9201 grad_norm: 2.2567 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.1527 loss: 3.1527 2022/08/13 23:36:57 - mmengine - INFO - Epoch(train) [49][200/3757] lr: 9.1573e-02 eta: 2 days, 20:40:35 time: 0.3172 data_time: 0.0164 memory: 9201 grad_norm: 2.2885 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3394 loss: 3.3394 2022/08/13 23:37:29 - mmengine - INFO - Epoch(train) [49][300/3757] lr: 9.1573e-02 eta: 2 days, 20:40:05 time: 0.3206 data_time: 0.0177 memory: 9201 grad_norm: 2.2713 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3946 loss: 3.3946 2022/08/13 23:38:01 - mmengine - INFO - Epoch(train) [49][400/3757] lr: 9.1573e-02 eta: 2 days, 20:39:34 time: 0.3184 data_time: 0.0169 memory: 9201 grad_norm: 2.2536 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0382 loss: 3.0382 2022/08/13 23:38:33 - mmengine - INFO - Epoch(train) [49][500/3757] lr: 9.1573e-02 eta: 2 days, 20:39:03 time: 0.3177 data_time: 0.0163 memory: 9201 grad_norm: 2.2150 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.1866 loss: 3.1866 2022/08/13 23:39:05 - mmengine - INFO - Epoch(train) [49][600/3757] lr: 9.1573e-02 eta: 2 days, 20:38:32 time: 0.3168 data_time: 0.0171 memory: 9201 grad_norm: 2.2277 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.5064 loss: 3.5064 2022/08/13 23:39:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 23:39:37 - mmengine - INFO - Epoch(train) [49][700/3757] lr: 9.1573e-02 eta: 2 days, 20:38:02 time: 0.3167 data_time: 0.0169 memory: 9201 grad_norm: 2.1713 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0655 loss: 3.0655 2022/08/13 23:40:09 - mmengine - INFO - Epoch(train) [49][800/3757] lr: 9.1573e-02 eta: 2 days, 20:37:31 time: 0.3168 data_time: 0.0163 memory: 9201 grad_norm: 2.2693 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1582 loss: 3.1582 2022/08/13 23:40:40 - mmengine - INFO - Epoch(train) [49][900/3757] lr: 9.1573e-02 eta: 2 days, 20:37:00 time: 0.3171 data_time: 0.0167 memory: 9201 grad_norm: 2.2533 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1709 loss: 3.1709 2022/08/13 23:41:12 - mmengine - INFO - Epoch(train) [49][1000/3757] lr: 9.1573e-02 eta: 2 days, 20:36:28 time: 0.3168 data_time: 0.0182 memory: 9201 grad_norm: 2.2385 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9327 loss: 2.9327 2022/08/13 23:41:44 - mmengine - INFO - Epoch(train) [49][1100/3757] lr: 9.1573e-02 eta: 2 days, 20:35:57 time: 0.3166 data_time: 0.0171 memory: 9201 grad_norm: 2.2222 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0186 loss: 3.0186 2022/08/13 23:42:16 - mmengine - INFO - Epoch(train) [49][1200/3757] lr: 9.1573e-02 eta: 2 days, 20:35:26 time: 0.3171 data_time: 0.0168 memory: 9201 grad_norm: 2.1822 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3199 loss: 3.3199 2022/08/13 23:42:48 - mmengine - INFO - Epoch(train) [49][1300/3757] lr: 9.1573e-02 eta: 2 days, 20:34:56 time: 0.3231 data_time: 0.0165 memory: 9201 grad_norm: 2.2609 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3141 loss: 3.3141 2022/08/13 23:43:20 - mmengine - INFO - Epoch(train) [49][1400/3757] lr: 9.1573e-02 eta: 2 days, 20:34:26 time: 0.3171 data_time: 0.0160 memory: 9201 grad_norm: 2.2353 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2193 loss: 3.2193 2022/08/13 23:43:52 - mmengine - INFO - Epoch(train) [49][1500/3757] lr: 9.1573e-02 eta: 2 days, 20:33:55 time: 0.3196 data_time: 0.0178 memory: 9201 grad_norm: 2.3017 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9901 loss: 2.9901 2022/08/13 23:44:24 - mmengine - INFO - Epoch(train) [49][1600/3757] lr: 9.1573e-02 eta: 2 days, 20:33:24 time: 0.3172 data_time: 0.0168 memory: 9201 grad_norm: 2.2479 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2059 loss: 3.2059 2022/08/13 23:44:44 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 23:44:56 - mmengine - INFO - Epoch(train) [49][1700/3757] lr: 9.1573e-02 eta: 2 days, 20:32:53 time: 0.3182 data_time: 0.0174 memory: 9201 grad_norm: 2.2341 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 3.0292 loss: 3.0292 2022/08/13 23:45:28 - mmengine - INFO - Epoch(train) [49][1800/3757] lr: 9.1573e-02 eta: 2 days, 20:32:22 time: 0.3209 data_time: 0.0188 memory: 9201 grad_norm: 2.2021 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1012 loss: 3.1012 2022/08/13 23:45:59 - mmengine - INFO - Epoch(train) [49][1900/3757] lr: 9.1573e-02 eta: 2 days, 20:31:51 time: 0.3173 data_time: 0.0172 memory: 9201 grad_norm: 2.2499 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8604 loss: 2.8604 2022/08/13 23:46:31 - mmengine - INFO - Epoch(train) [49][2000/3757] lr: 9.1573e-02 eta: 2 days, 20:31:20 time: 0.3201 data_time: 0.0172 memory: 9201 grad_norm: 2.2747 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9779 loss: 2.9779 2022/08/13 23:47:03 - mmengine - INFO - Epoch(train) [49][2100/3757] lr: 9.1573e-02 eta: 2 days, 20:30:50 time: 0.3172 data_time: 0.0176 memory: 9201 grad_norm: 2.1410 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8277 loss: 2.8277 2022/08/13 23:47:35 - mmengine - INFO - Epoch(train) [49][2200/3757] lr: 9.1573e-02 eta: 2 days, 20:30:19 time: 0.3176 data_time: 0.0174 memory: 9201 grad_norm: 2.3517 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0831 loss: 3.0831 2022/08/13 23:48:07 - mmengine - INFO - Epoch(train) [49][2300/3757] lr: 9.1573e-02 eta: 2 days, 20:29:48 time: 0.3163 data_time: 0.0168 memory: 9201 grad_norm: 2.2649 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1070 loss: 3.1070 2022/08/13 23:48:39 - mmengine - INFO - Epoch(train) [49][2400/3757] lr: 9.1573e-02 eta: 2 days, 20:29:18 time: 0.3183 data_time: 0.0171 memory: 9201 grad_norm: 2.2516 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3768 loss: 3.3768 2022/08/13 23:49:11 - mmengine - INFO - Epoch(train) [49][2500/3757] lr: 9.1573e-02 eta: 2 days, 20:28:47 time: 0.3225 data_time: 0.0162 memory: 9201 grad_norm: 2.2461 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9456 loss: 2.9456 2022/08/13 23:49:43 - mmengine - INFO - Epoch(train) [49][2600/3757] lr: 9.1573e-02 eta: 2 days, 20:28:17 time: 0.3213 data_time: 0.0214 memory: 9201 grad_norm: 2.2645 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1146 loss: 3.1146 2022/08/13 23:50:03 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 23:50:15 - mmengine - INFO - Epoch(train) [49][2700/3757] lr: 9.1573e-02 eta: 2 days, 20:27:46 time: 0.3164 data_time: 0.0172 memory: 9201 grad_norm: 2.2823 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1162 loss: 3.1162 2022/08/13 23:50:47 - mmengine - INFO - Epoch(train) [49][2800/3757] lr: 9.1573e-02 eta: 2 days, 20:27:15 time: 0.3177 data_time: 0.0172 memory: 9201 grad_norm: 2.2601 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 3.2306 loss: 3.2306 2022/08/13 23:51:19 - mmengine - INFO - Epoch(train) [49][2900/3757] lr: 9.1573e-02 eta: 2 days, 20:26:44 time: 0.3170 data_time: 0.0174 memory: 9201 grad_norm: 2.2385 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3456 loss: 3.3456 2022/08/13 23:51:50 - mmengine - INFO - Epoch(train) [49][3000/3757] lr: 9.1573e-02 eta: 2 days, 20:26:13 time: 0.3169 data_time: 0.0168 memory: 9201 grad_norm: 2.2698 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2462 loss: 3.2462 2022/08/13 23:52:22 - mmengine - INFO - Epoch(train) [49][3100/3757] lr: 9.1573e-02 eta: 2 days, 20:25:42 time: 0.3182 data_time: 0.0170 memory: 9201 grad_norm: 2.2630 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1667 loss: 3.1667 2022/08/13 23:52:54 - mmengine - INFO - Epoch(train) [49][3200/3757] lr: 9.1573e-02 eta: 2 days, 20:25:11 time: 0.3183 data_time: 0.0184 memory: 9201 grad_norm: 2.2750 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.8497 loss: 2.8497 2022/08/13 23:53:26 - mmengine - INFO - Epoch(train) [49][3300/3757] lr: 9.1573e-02 eta: 2 days, 20:24:40 time: 0.3188 data_time: 0.0165 memory: 9201 grad_norm: 2.2657 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0252 loss: 3.0252 2022/08/13 23:53:58 - mmengine - INFO - Epoch(train) [49][3400/3757] lr: 9.1573e-02 eta: 2 days, 20:24:09 time: 0.3154 data_time: 0.0167 memory: 9201 grad_norm: 2.2869 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0840 loss: 3.0840 2022/08/13 23:54:30 - mmengine - INFO - Epoch(train) [49][3500/3757] lr: 9.1573e-02 eta: 2 days, 20:23:39 time: 0.3198 data_time: 0.0175 memory: 9201 grad_norm: 2.1345 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3206 loss: 3.3206 2022/08/13 23:55:02 - mmengine - INFO - Epoch(train) [49][3600/3757] lr: 9.1573e-02 eta: 2 days, 20:23:08 time: 0.3167 data_time: 0.0157 memory: 9201 grad_norm: 2.3516 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2127 loss: 3.2127 2022/08/13 23:55:22 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 23:55:34 - mmengine - INFO - Epoch(train) [49][3700/3757] lr: 9.1573e-02 eta: 2 days, 20:22:37 time: 0.3180 data_time: 0.0171 memory: 9201 grad_norm: 2.2595 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9910 loss: 2.9910 2022/08/13 23:55:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/13 23:55:52 - mmengine - INFO - Epoch(train) [49][3757/3757] lr: 9.1573e-02 eta: 2 days, 20:22:25 time: 0.3020 data_time: 0.0154 memory: 9201 grad_norm: 2.2441 top1_acc: 0.1429 top5_acc: 0.5714 loss_cls: 3.1371 loss: 3.1371 2022/08/13 23:56:26 - mmengine - INFO - Epoch(train) [50][100/3757] lr: 9.1229e-02 eta: 2 days, 20:21:37 time: 0.3178 data_time: 0.0169 memory: 9201 grad_norm: 2.2653 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1118 loss: 3.1118 2022/08/13 23:56:58 - mmengine - INFO - Epoch(train) [50][200/3757] lr: 9.1229e-02 eta: 2 days, 20:21:06 time: 0.3170 data_time: 0.0161 memory: 9201 grad_norm: 2.2370 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2017 loss: 3.2017 2022/08/13 23:57:30 - mmengine - INFO - Epoch(train) [50][300/3757] lr: 9.1229e-02 eta: 2 days, 20:20:35 time: 0.3175 data_time: 0.0187 memory: 9201 grad_norm: 2.2043 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1915 loss: 3.1915 2022/08/13 23:58:02 - mmengine - INFO - Epoch(train) [50][400/3757] lr: 9.1229e-02 eta: 2 days, 20:20:04 time: 0.3172 data_time: 0.0174 memory: 9201 grad_norm: 2.3102 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0744 loss: 3.0744 2022/08/13 23:58:34 - mmengine - INFO - Epoch(train) [50][500/3757] lr: 9.1229e-02 eta: 2 days, 20:19:34 time: 0.3179 data_time: 0.0169 memory: 9201 grad_norm: 2.1782 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2717 loss: 3.2717 2022/08/13 23:59:06 - mmengine - INFO - Epoch(train) [50][600/3757] lr: 9.1229e-02 eta: 2 days, 20:19:03 time: 0.3159 data_time: 0.0171 memory: 9201 grad_norm: 2.2700 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1070 loss: 3.1070 2022/08/13 23:59:38 - mmengine - INFO - Epoch(train) [50][700/3757] lr: 9.1229e-02 eta: 2 days, 20:18:33 time: 0.3180 data_time: 0.0167 memory: 9201 grad_norm: 2.2046 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 3.0665 loss: 3.0665 2022/08/14 00:00:13 - mmengine - INFO - Epoch(train) [50][800/3757] lr: 9.1229e-02 eta: 2 days, 20:18:14 time: 0.3175 data_time: 0.0174 memory: 9201 grad_norm: 2.3064 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0498 loss: 3.0498 2022/08/14 00:00:45 - mmengine - INFO - Epoch(train) [50][900/3757] lr: 9.1229e-02 eta: 2 days, 20:17:43 time: 0.3180 data_time: 0.0178 memory: 9201 grad_norm: 2.3245 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.1202 loss: 3.1202 2022/08/14 00:00:47 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 00:01:17 - mmengine - INFO - Epoch(train) [50][1000/3757] lr: 9.1229e-02 eta: 2 days, 20:17:13 time: 0.3185 data_time: 0.0167 memory: 9201 grad_norm: 2.3278 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8372 loss: 2.8372 2022/08/14 00:01:49 - mmengine - INFO - Epoch(train) [50][1100/3757] lr: 9.1229e-02 eta: 2 days, 20:16:42 time: 0.3163 data_time: 0.0165 memory: 9201 grad_norm: 2.2285 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1682 loss: 3.1682 2022/08/14 00:02:21 - mmengine - INFO - Epoch(train) [50][1200/3757] lr: 9.1229e-02 eta: 2 days, 20:16:11 time: 0.3195 data_time: 0.0191 memory: 9201 grad_norm: 2.2676 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1733 loss: 3.1733 2022/08/14 00:02:53 - mmengine - INFO - Epoch(train) [50][1300/3757] lr: 9.1229e-02 eta: 2 days, 20:15:41 time: 0.3171 data_time: 0.0178 memory: 9201 grad_norm: 2.2518 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.3220 loss: 3.3220 2022/08/14 00:03:25 - mmengine - INFO - Epoch(train) [50][1400/3757] lr: 9.1229e-02 eta: 2 days, 20:15:10 time: 0.3188 data_time: 0.0166 memory: 9201 grad_norm: 2.3327 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2592 loss: 3.2592 2022/08/14 00:03:56 - mmengine - INFO - Epoch(train) [50][1500/3757] lr: 9.1229e-02 eta: 2 days, 20:14:39 time: 0.3165 data_time: 0.0169 memory: 9201 grad_norm: 2.1736 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2063 loss: 3.2063 2022/08/14 00:04:28 - mmengine - INFO - Epoch(train) [50][1600/3757] lr: 9.1229e-02 eta: 2 days, 20:14:08 time: 0.3153 data_time: 0.0175 memory: 9201 grad_norm: 2.2780 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2134 loss: 3.2134 2022/08/14 00:05:00 - mmengine - INFO - Epoch(train) [50][1700/3757] lr: 9.1229e-02 eta: 2 days, 20:13:37 time: 0.3190 data_time: 0.0180 memory: 9201 grad_norm: 2.2698 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9641 loss: 2.9641 2022/08/14 00:05:32 - mmengine - INFO - Epoch(train) [50][1800/3757] lr: 9.1229e-02 eta: 2 days, 20:13:06 time: 0.3188 data_time: 0.0173 memory: 9201 grad_norm: 2.1952 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1976 loss: 3.1976 2022/08/14 00:06:04 - mmengine - INFO - Epoch(train) [50][1900/3757] lr: 9.1229e-02 eta: 2 days, 20:12:35 time: 0.3222 data_time: 0.0179 memory: 9201 grad_norm: 2.2299 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 3.0865 loss: 3.0865 2022/08/14 00:06:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 00:06:36 - mmengine - INFO - Epoch(train) [50][2000/3757] lr: 9.1229e-02 eta: 2 days, 20:12:05 time: 0.3188 data_time: 0.0183 memory: 9201 grad_norm: 2.2777 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2354 loss: 3.2354 2022/08/14 00:07:08 - mmengine - INFO - Epoch(train) [50][2100/3757] lr: 9.1229e-02 eta: 2 days, 20:11:34 time: 0.3166 data_time: 0.0171 memory: 9201 grad_norm: 2.3073 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9582 loss: 2.9582 2022/08/14 00:07:40 - mmengine - INFO - Epoch(train) [50][2200/3757] lr: 9.1229e-02 eta: 2 days, 20:11:03 time: 0.3172 data_time: 0.0177 memory: 9201 grad_norm: 2.2380 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0461 loss: 3.0461 2022/08/14 00:08:12 - mmengine - INFO - Epoch(train) [50][2300/3757] lr: 9.1229e-02 eta: 2 days, 20:10:33 time: 0.3168 data_time: 0.0166 memory: 9201 grad_norm: 2.2861 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4621 loss: 3.4621 2022/08/14 00:08:44 - mmengine - INFO - Epoch(train) [50][2400/3757] lr: 9.1229e-02 eta: 2 days, 20:10:02 time: 0.3210 data_time: 0.0176 memory: 9201 grad_norm: 2.2390 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.3130 loss: 3.3130 2022/08/14 00:09:16 - mmengine - INFO - Epoch(train) [50][2500/3757] lr: 9.1229e-02 eta: 2 days, 20:09:31 time: 0.3159 data_time: 0.0160 memory: 9201 grad_norm: 2.3362 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 3.0800 loss: 3.0800 2022/08/14 00:09:48 - mmengine - INFO - Epoch(train) [50][2600/3757] lr: 9.1229e-02 eta: 2 days, 20:09:00 time: 0.3174 data_time: 0.0170 memory: 9201 grad_norm: 2.3364 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1736 loss: 3.1736 2022/08/14 00:10:20 - mmengine - INFO - Epoch(train) [50][2700/3757] lr: 9.1229e-02 eta: 2 days, 20:08:30 time: 0.3197 data_time: 0.0167 memory: 9201 grad_norm: 2.2451 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8125 loss: 2.8125 2022/08/14 00:10:52 - mmengine - INFO - Epoch(train) [50][2800/3757] lr: 9.1229e-02 eta: 2 days, 20:07:59 time: 0.3176 data_time: 0.0159 memory: 9201 grad_norm: 2.3020 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0115 loss: 3.0115 2022/08/14 00:11:23 - mmengine - INFO - Epoch(train) [50][2900/3757] lr: 9.1229e-02 eta: 2 days, 20:07:28 time: 0.3192 data_time: 0.0180 memory: 9201 grad_norm: 2.2768 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.1912 loss: 3.1912 2022/08/14 00:11:26 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 00:11:55 - mmengine - INFO - Epoch(train) [50][3000/3757] lr: 9.1229e-02 eta: 2 days, 20:06:57 time: 0.3177 data_time: 0.0169 memory: 9201 grad_norm: 2.2518 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1130 loss: 3.1130 2022/08/14 00:12:27 - mmengine - INFO - Epoch(train) [50][3100/3757] lr: 9.1229e-02 eta: 2 days, 20:06:27 time: 0.3175 data_time: 0.0176 memory: 9201 grad_norm: 2.2818 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1687 loss: 3.1687 2022/08/14 00:12:59 - mmengine - INFO - Epoch(train) [50][3200/3757] lr: 9.1229e-02 eta: 2 days, 20:05:55 time: 0.3179 data_time: 0.0174 memory: 9201 grad_norm: 2.2733 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.2463 loss: 3.2463 2022/08/14 00:13:31 - mmengine - INFO - Epoch(train) [50][3300/3757] lr: 9.1229e-02 eta: 2 days, 20:05:25 time: 0.3168 data_time: 0.0173 memory: 9201 grad_norm: 2.1409 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3593 loss: 3.3593 2022/08/14 00:14:03 - mmengine - INFO - Epoch(train) [50][3400/3757] lr: 9.1229e-02 eta: 2 days, 20:04:54 time: 0.3186 data_time: 0.0177 memory: 9201 grad_norm: 2.2098 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0173 loss: 3.0173 2022/08/14 00:14:35 - mmengine - INFO - Epoch(train) [50][3500/3757] lr: 9.1229e-02 eta: 2 days, 20:04:23 time: 0.3190 data_time: 0.0167 memory: 9201 grad_norm: 2.2079 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1464 loss: 3.1464 2022/08/14 00:15:07 - mmengine - INFO - Epoch(train) [50][3600/3757] lr: 9.1229e-02 eta: 2 days, 20:03:52 time: 0.3163 data_time: 0.0169 memory: 9201 grad_norm: 2.2037 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1212 loss: 3.1212 2022/08/14 00:15:39 - mmengine - INFO - Epoch(train) [50][3700/3757] lr: 9.1229e-02 eta: 2 days, 20:03:21 time: 0.3174 data_time: 0.0173 memory: 9201 grad_norm: 2.2213 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1448 loss: 3.1448 2022/08/14 00:15:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 00:15:57 - mmengine - INFO - Epoch(train) [50][3757/3757] lr: 9.1229e-02 eta: 2 days, 20:03:09 time: 0.2995 data_time: 0.0151 memory: 9201 grad_norm: 2.3041 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 3.0668 loss: 3.0668 2022/08/14 00:16:19 - mmengine - INFO - Epoch(val) [50][100/310] eta: 0:00:48 time: 0.2311 data_time: 0.1224 memory: 1522 2022/08/14 00:16:40 - mmengine - INFO - Epoch(val) [50][200/310] eta: 0:00:20 time: 0.1878 data_time: 0.0770 memory: 1522 2022/08/14 00:17:01 - mmengine - INFO - Epoch(val) [50][300/310] eta: 0:00:02 time: 0.2028 data_time: 0.0942 memory: 1522 2022/08/14 00:17:06 - mmengine - INFO - Epoch(val) [50][310/310] acc/top1: 0.3692 acc/top5: 0.6470 acc/mean1: 0.3689 2022/08/14 00:17:06 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb/best_acc/top1_epoch_26.pth is removed 2022/08/14 00:17:08 - mmengine - INFO - The best checkpoint with 0.3692 acc/top1 at 51 epoch is saved to best_acc/top1_epoch_51.pth. 2022/08/14 00:17:41 - mmengine - INFO - Epoch(train) [51][100/3757] lr: 9.0879e-02 eta: 2 days, 20:02:15 time: 0.3177 data_time: 0.0177 memory: 9201 grad_norm: 2.2228 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9788 loss: 2.9788 2022/08/14 00:17:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 00:18:13 - mmengine - INFO - Epoch(train) [51][200/3757] lr: 9.0879e-02 eta: 2 days, 20:01:44 time: 0.3180 data_time: 0.0176 memory: 9201 grad_norm: 2.1779 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6751 loss: 2.6751 2022/08/14 00:18:45 - mmengine - INFO - Epoch(train) [51][300/3757] lr: 9.0879e-02 eta: 2 days, 20:01:14 time: 0.3193 data_time: 0.0172 memory: 9201 grad_norm: 2.2295 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.1235 loss: 3.1235 2022/08/14 00:19:17 - mmengine - INFO - Epoch(train) [51][400/3757] lr: 9.0879e-02 eta: 2 days, 20:00:43 time: 0.3163 data_time: 0.0167 memory: 9201 grad_norm: 2.2810 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2546 loss: 3.2546 2022/08/14 00:19:49 - mmengine - INFO - Epoch(train) [51][500/3757] lr: 9.0879e-02 eta: 2 days, 20:00:12 time: 0.3168 data_time: 0.0172 memory: 9201 grad_norm: 2.1996 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1311 loss: 3.1311 2022/08/14 00:20:21 - mmengine - INFO - Epoch(train) [51][600/3757] lr: 9.0879e-02 eta: 2 days, 19:59:40 time: 0.3161 data_time: 0.0167 memory: 9201 grad_norm: 2.3323 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.3114 loss: 3.3114 2022/08/14 00:20:53 - mmengine - INFO - Epoch(train) [51][700/3757] lr: 9.0879e-02 eta: 2 days, 19:59:10 time: 0.3190 data_time: 0.0175 memory: 9201 grad_norm: 2.2578 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0468 loss: 3.0468 2022/08/14 00:21:25 - mmengine - INFO - Epoch(train) [51][800/3757] lr: 9.0879e-02 eta: 2 days, 19:58:39 time: 0.3159 data_time: 0.0173 memory: 9201 grad_norm: 2.2858 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1253 loss: 3.1253 2022/08/14 00:21:57 - mmengine - INFO - Epoch(train) [51][900/3757] lr: 9.0879e-02 eta: 2 days, 19:58:08 time: 0.3186 data_time: 0.0179 memory: 9201 grad_norm: 2.2768 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0211 loss: 3.0211 2022/08/14 00:22:28 - mmengine - INFO - Epoch(train) [51][1000/3757] lr: 9.0879e-02 eta: 2 days, 19:57:37 time: 0.3177 data_time: 0.0179 memory: 9201 grad_norm: 2.2472 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0613 loss: 3.0613 2022/08/14 00:23:00 - mmengine - INFO - Epoch(train) [51][1100/3757] lr: 9.0879e-02 eta: 2 days, 19:57:06 time: 0.3186 data_time: 0.0174 memory: 9201 grad_norm: 2.3019 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0525 loss: 3.0525 2022/08/14 00:23:16 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 00:23:32 - mmengine - INFO - Epoch(train) [51][1200/3757] lr: 9.0879e-02 eta: 2 days, 19:56:35 time: 0.3171 data_time: 0.0174 memory: 9201 grad_norm: 2.2963 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9370 loss: 2.9370 2022/08/14 00:24:04 - mmengine - INFO - Epoch(train) [51][1300/3757] lr: 9.0879e-02 eta: 2 days, 19:56:06 time: 0.3206 data_time: 0.0172 memory: 9201 grad_norm: 2.1934 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0450 loss: 3.0450 2022/08/14 00:24:36 - mmengine - INFO - Epoch(train) [51][1400/3757] lr: 9.0879e-02 eta: 2 days, 19:55:35 time: 0.3180 data_time: 0.0173 memory: 9201 grad_norm: 2.2929 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1177 loss: 3.1177 2022/08/14 00:25:08 - mmengine - INFO - Epoch(train) [51][1500/3757] lr: 9.0879e-02 eta: 2 days, 19:55:03 time: 0.3160 data_time: 0.0164 memory: 9201 grad_norm: 2.2289 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1270 loss: 3.1270 2022/08/14 00:25:40 - mmengine - INFO - Epoch(train) [51][1600/3757] lr: 9.0879e-02 eta: 2 days, 19:54:32 time: 0.3150 data_time: 0.0168 memory: 9201 grad_norm: 2.2254 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0598 loss: 3.0598 2022/08/14 00:26:12 - mmengine - INFO - Epoch(train) [51][1700/3757] lr: 9.0879e-02 eta: 2 days, 19:54:01 time: 0.3165 data_time: 0.0161 memory: 9201 grad_norm: 2.2526 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3103 loss: 3.3103 2022/08/14 00:26:44 - mmengine - INFO - Epoch(train) [51][1800/3757] lr: 9.0879e-02 eta: 2 days, 19:53:30 time: 0.3176 data_time: 0.0159 memory: 9201 grad_norm: 2.3570 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2769 loss: 3.2769 2022/08/14 00:27:16 - mmengine - INFO - Epoch(train) [51][1900/3757] lr: 9.0879e-02 eta: 2 days, 19:52:59 time: 0.3178 data_time: 0.0169 memory: 9201 grad_norm: 2.1943 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0284 loss: 3.0284 2022/08/14 00:27:47 - mmengine - INFO - Epoch(train) [51][2000/3757] lr: 9.0879e-02 eta: 2 days, 19:52:28 time: 0.3190 data_time: 0.0169 memory: 9201 grad_norm: 2.2935 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.1276 loss: 3.1276 2022/08/14 00:28:19 - mmengine - INFO - Epoch(train) [51][2100/3757] lr: 9.0879e-02 eta: 2 days, 19:51:57 time: 0.3186 data_time: 0.0177 memory: 9201 grad_norm: 2.2328 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9870 loss: 2.9870 2022/08/14 00:28:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 00:28:51 - mmengine - INFO - Epoch(train) [51][2200/3757] lr: 9.0879e-02 eta: 2 days, 19:51:26 time: 0.3169 data_time: 0.0169 memory: 9201 grad_norm: 2.2256 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1150 loss: 3.1150 2022/08/14 00:29:23 - mmengine - INFO - Epoch(train) [51][2300/3757] lr: 9.0879e-02 eta: 2 days, 19:50:55 time: 0.3192 data_time: 0.0176 memory: 9201 grad_norm: 2.2046 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0826 loss: 3.0826 2022/08/14 00:29:55 - mmengine - INFO - Epoch(train) [51][2400/3757] lr: 9.0879e-02 eta: 2 days, 19:50:24 time: 0.3174 data_time: 0.0160 memory: 9201 grad_norm: 2.2456 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 3.3638 loss: 3.3638 2022/08/14 00:30:27 - mmengine - INFO - Epoch(train) [51][2500/3757] lr: 9.0879e-02 eta: 2 days, 19:49:53 time: 0.3187 data_time: 0.0168 memory: 9201 grad_norm: 2.3250 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9751 loss: 2.9751 2022/08/14 00:30:59 - mmengine - INFO - Epoch(train) [51][2600/3757] lr: 9.0879e-02 eta: 2 days, 19:49:22 time: 0.3163 data_time: 0.0167 memory: 9201 grad_norm: 2.2201 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8911 loss: 2.8911 2022/08/14 00:31:31 - mmengine - INFO - Epoch(train) [51][2700/3757] lr: 9.0879e-02 eta: 2 days, 19:48:51 time: 0.3170 data_time: 0.0169 memory: 9201 grad_norm: 2.2261 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1352 loss: 3.1352 2022/08/14 00:32:03 - mmengine - INFO - Epoch(train) [51][2800/3757] lr: 9.0879e-02 eta: 2 days, 19:48:21 time: 0.3201 data_time: 0.0176 memory: 9201 grad_norm: 2.3005 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1635 loss: 3.1635 2022/08/14 00:32:35 - mmengine - INFO - Epoch(train) [51][2900/3757] lr: 9.0879e-02 eta: 2 days, 19:47:50 time: 0.3180 data_time: 0.0170 memory: 9201 grad_norm: 2.1945 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.4782 loss: 3.4782 2022/08/14 00:33:07 - mmengine - INFO - Epoch(train) [51][3000/3757] lr: 9.0879e-02 eta: 2 days, 19:47:20 time: 0.3352 data_time: 0.0168 memory: 9201 grad_norm: 2.2842 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9881 loss: 2.9881 2022/08/14 00:33:39 - mmengine - INFO - Epoch(train) [51][3100/3757] lr: 9.0879e-02 eta: 2 days, 19:46:49 time: 0.3167 data_time: 0.0169 memory: 9201 grad_norm: 2.1881 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9354 loss: 2.9354 2022/08/14 00:33:55 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 00:34:11 - mmengine - INFO - Epoch(train) [51][3200/3757] lr: 9.0879e-02 eta: 2 days, 19:46:18 time: 0.3172 data_time: 0.0168 memory: 9201 grad_norm: 2.3281 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1010 loss: 3.1010 2022/08/14 00:34:43 - mmengine - INFO - Epoch(train) [51][3300/3757] lr: 9.0879e-02 eta: 2 days, 19:45:47 time: 0.3193 data_time: 0.0179 memory: 9201 grad_norm: 2.2618 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8767 loss: 2.8767 2022/08/14 00:35:14 - mmengine - INFO - Epoch(train) [51][3400/3757] lr: 9.0879e-02 eta: 2 days, 19:45:16 time: 0.3164 data_time: 0.0167 memory: 9201 grad_norm: 2.3376 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2021 loss: 3.2021 2022/08/14 00:35:46 - mmengine - INFO - Epoch(train) [51][3500/3757] lr: 9.0879e-02 eta: 2 days, 19:44:45 time: 0.3203 data_time: 0.0178 memory: 9201 grad_norm: 2.2559 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0496 loss: 3.0496 2022/08/14 00:36:18 - mmengine - INFO - Epoch(train) [51][3600/3757] lr: 9.0879e-02 eta: 2 days, 19:44:14 time: 0.3168 data_time: 0.0161 memory: 9201 grad_norm: 2.2591 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2211 loss: 3.2211 2022/08/14 00:36:50 - mmengine - INFO - Epoch(train) [51][3700/3757] lr: 9.0879e-02 eta: 2 days, 19:43:44 time: 0.3170 data_time: 0.0183 memory: 9201 grad_norm: 2.2877 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8477 loss: 2.8477 2022/08/14 00:37:08 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 00:37:08 - mmengine - INFO - Epoch(train) [51][3757/3757] lr: 9.0879e-02 eta: 2 days, 19:43:32 time: 0.3061 data_time: 0.0156 memory: 9201 grad_norm: 2.2552 top1_acc: 0.4286 top5_acc: 0.5714 loss_cls: 3.1805 loss: 3.1805 2022/08/14 00:37:42 - mmengine - INFO - Epoch(train) [52][100/3757] lr: 9.0523e-02 eta: 2 days, 19:42:43 time: 0.3204 data_time: 0.0174 memory: 9201 grad_norm: 2.2718 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1406 loss: 3.1406 2022/08/14 00:38:14 - mmengine - INFO - Epoch(train) [52][200/3757] lr: 9.0523e-02 eta: 2 days, 19:42:12 time: 0.3162 data_time: 0.0173 memory: 9201 grad_norm: 2.2707 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0228 loss: 3.0228 2022/08/14 00:38:46 - mmengine - INFO - Epoch(train) [52][300/3757] lr: 9.0523e-02 eta: 2 days, 19:41:42 time: 0.3221 data_time: 0.0175 memory: 9201 grad_norm: 2.2723 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2008 loss: 3.2008 2022/08/14 00:39:16 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 00:39:18 - mmengine - INFO - Epoch(train) [52][400/3757] lr: 9.0523e-02 eta: 2 days, 19:41:11 time: 0.3177 data_time: 0.0175 memory: 9201 grad_norm: 2.2648 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8543 loss: 2.8543 2022/08/14 00:39:51 - mmengine - INFO - Epoch(train) [52][500/3757] lr: 9.0523e-02 eta: 2 days, 19:40:42 time: 0.3167 data_time: 0.0167 memory: 9201 grad_norm: 2.2563 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1756 loss: 3.1756 2022/08/14 00:40:23 - mmengine - INFO - Epoch(train) [52][600/3757] lr: 9.0523e-02 eta: 2 days, 19:40:12 time: 0.3182 data_time: 0.0171 memory: 9201 grad_norm: 2.3013 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0954 loss: 3.0954 2022/08/14 00:40:55 - mmengine - INFO - Epoch(train) [52][700/3757] lr: 9.0523e-02 eta: 2 days, 19:39:40 time: 0.3171 data_time: 0.0178 memory: 9201 grad_norm: 2.1890 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3513 loss: 3.3513 2022/08/14 00:41:26 - mmengine - INFO - Epoch(train) [52][800/3757] lr: 9.0523e-02 eta: 2 days, 19:39:09 time: 0.3180 data_time: 0.0176 memory: 9201 grad_norm: 2.2779 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4179 loss: 3.4179 2022/08/14 00:41:58 - mmengine - INFO - Epoch(train) [52][900/3757] lr: 9.0523e-02 eta: 2 days, 19:38:39 time: 0.3162 data_time: 0.0169 memory: 9201 grad_norm: 2.2589 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8997 loss: 2.8997 2022/08/14 00:42:30 - mmengine - INFO - Epoch(train) [52][1000/3757] lr: 9.0523e-02 eta: 2 days, 19:38:08 time: 0.3173 data_time: 0.0175 memory: 9201 grad_norm: 2.3063 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1570 loss: 3.1570 2022/08/14 00:43:02 - mmengine - INFO - Epoch(train) [52][1100/3757] lr: 9.0523e-02 eta: 2 days, 19:37:37 time: 0.3175 data_time: 0.0171 memory: 9201 grad_norm: 2.2554 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.3735 loss: 3.3735 2022/08/14 00:43:34 - mmengine - INFO - Epoch(train) [52][1200/3757] lr: 9.0523e-02 eta: 2 days, 19:37:06 time: 0.3181 data_time: 0.0173 memory: 9201 grad_norm: 2.2180 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3455 loss: 3.3455 2022/08/14 00:44:06 - mmengine - INFO - Epoch(train) [52][1300/3757] lr: 9.0523e-02 eta: 2 days, 19:36:35 time: 0.3175 data_time: 0.0184 memory: 9201 grad_norm: 2.3139 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3180 loss: 3.3180 2022/08/14 00:44:36 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 00:44:38 - mmengine - INFO - Epoch(train) [52][1400/3757] lr: 9.0523e-02 eta: 2 days, 19:36:04 time: 0.3185 data_time: 0.0171 memory: 9201 grad_norm: 2.2658 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3152 loss: 3.3152 2022/08/14 00:45:10 - mmengine - INFO - Epoch(train) [52][1500/3757] lr: 9.0523e-02 eta: 2 days, 19:35:33 time: 0.3167 data_time: 0.0169 memory: 9201 grad_norm: 2.2503 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2965 loss: 3.2965 2022/08/14 00:45:42 - mmengine - INFO - Epoch(train) [52][1600/3757] lr: 9.0523e-02 eta: 2 days, 19:35:02 time: 0.3165 data_time: 0.0168 memory: 9201 grad_norm: 2.3562 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9170 loss: 2.9170 2022/08/14 00:46:14 - mmengine - INFO - Epoch(train) [52][1700/3757] lr: 9.0523e-02 eta: 2 days, 19:34:31 time: 0.3172 data_time: 0.0169 memory: 9201 grad_norm: 2.2233 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2886 loss: 3.2886 2022/08/14 00:46:46 - mmengine - INFO - Epoch(train) [52][1800/3757] lr: 9.0523e-02 eta: 2 days, 19:34:00 time: 0.3184 data_time: 0.0176 memory: 9201 grad_norm: 2.2491 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9506 loss: 2.9506 2022/08/14 00:47:18 - mmengine - INFO - Epoch(train) [52][1900/3757] lr: 9.0523e-02 eta: 2 days, 19:33:30 time: 0.3173 data_time: 0.0171 memory: 9201 grad_norm: 2.2424 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.5608 loss: 3.5608 2022/08/14 00:47:49 - mmengine - INFO - Epoch(train) [52][2000/3757] lr: 9.0523e-02 eta: 2 days, 19:32:59 time: 0.3197 data_time: 0.0177 memory: 9201 grad_norm: 2.2864 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1326 loss: 3.1326 2022/08/14 00:48:21 - mmengine - INFO - Epoch(train) [52][2100/3757] lr: 9.0523e-02 eta: 2 days, 19:32:27 time: 0.3164 data_time: 0.0162 memory: 9201 grad_norm: 2.3280 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1569 loss: 3.1569 2022/08/14 00:48:53 - mmengine - INFO - Epoch(train) [52][2200/3757] lr: 9.0523e-02 eta: 2 days, 19:31:56 time: 0.3153 data_time: 0.0166 memory: 9201 grad_norm: 2.2359 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2068 loss: 3.2068 2022/08/14 00:49:25 - mmengine - INFO - Epoch(train) [52][2300/3757] lr: 9.0523e-02 eta: 2 days, 19:31:25 time: 0.3166 data_time: 0.0166 memory: 9201 grad_norm: 2.2433 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1832 loss: 3.1832 2022/08/14 00:49:55 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 00:49:57 - mmengine - INFO - Epoch(train) [52][2400/3757] lr: 9.0523e-02 eta: 2 days, 19:30:54 time: 0.3205 data_time: 0.0175 memory: 9201 grad_norm: 2.3654 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.1801 loss: 3.1801 2022/08/14 00:50:29 - mmengine - INFO - Epoch(train) [52][2500/3757] lr: 9.0523e-02 eta: 2 days, 19:30:24 time: 0.3179 data_time: 0.0166 memory: 9201 grad_norm: 2.3106 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.3575 loss: 3.3575 2022/08/14 00:51:01 - mmengine - INFO - Epoch(train) [52][2600/3757] lr: 9.0523e-02 eta: 2 days, 19:29:53 time: 0.3202 data_time: 0.0174 memory: 9201 grad_norm: 2.2581 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0553 loss: 3.0553 2022/08/14 00:51:33 - mmengine - INFO - Epoch(train) [52][2700/3757] lr: 9.0523e-02 eta: 2 days, 19:29:22 time: 0.3172 data_time: 0.0159 memory: 9201 grad_norm: 2.3059 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.3171 loss: 3.3171 2022/08/14 00:52:05 - mmengine - INFO - Epoch(train) [52][2800/3757] lr: 9.0523e-02 eta: 2 days, 19:28:51 time: 0.3193 data_time: 0.0176 memory: 9201 grad_norm: 2.2340 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.9082 loss: 2.9082 2022/08/14 00:52:37 - mmengine - INFO - Epoch(train) [52][2900/3757] lr: 9.0523e-02 eta: 2 days, 19:28:20 time: 0.3173 data_time: 0.0161 memory: 9201 grad_norm: 2.3247 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0368 loss: 3.0368 2022/08/14 00:53:09 - mmengine - INFO - Epoch(train) [52][3000/3757] lr: 9.0523e-02 eta: 2 days, 19:27:49 time: 0.3181 data_time: 0.0174 memory: 9201 grad_norm: 2.2592 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2283 loss: 3.2283 2022/08/14 00:53:40 - mmengine - INFO - Epoch(train) [52][3100/3757] lr: 9.0523e-02 eta: 2 days, 19:27:18 time: 0.3172 data_time: 0.0172 memory: 9201 grad_norm: 2.2702 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9826 loss: 2.9826 2022/08/14 00:54:12 - mmengine - INFO - Epoch(train) [52][3200/3757] lr: 9.0523e-02 eta: 2 days, 19:26:48 time: 0.3171 data_time: 0.0166 memory: 9201 grad_norm: 2.2846 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9143 loss: 2.9143 2022/08/14 00:54:44 - mmengine - INFO - Epoch(train) [52][3300/3757] lr: 9.0523e-02 eta: 2 days, 19:26:17 time: 0.3163 data_time: 0.0162 memory: 9201 grad_norm: 2.1911 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3039 loss: 3.3039 2022/08/14 00:55:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 00:55:16 - mmengine - INFO - Epoch(train) [52][3400/3757] lr: 9.0523e-02 eta: 2 days, 19:25:45 time: 0.3166 data_time: 0.0176 memory: 9201 grad_norm: 2.3157 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0481 loss: 3.0481 2022/08/14 00:55:48 - mmengine - INFO - Epoch(train) [52][3500/3757] lr: 9.0523e-02 eta: 2 days, 19:25:14 time: 0.3161 data_time: 0.0161 memory: 9201 grad_norm: 2.2074 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7825 loss: 2.7825 2022/08/14 00:56:20 - mmengine - INFO - Epoch(train) [52][3600/3757] lr: 9.0523e-02 eta: 2 days, 19:24:43 time: 0.3214 data_time: 0.0173 memory: 9201 grad_norm: 2.3017 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0384 loss: 3.0384 2022/08/14 00:56:52 - mmengine - INFO - Epoch(train) [52][3700/3757] lr: 9.0523e-02 eta: 2 days, 19:24:12 time: 0.3174 data_time: 0.0170 memory: 9201 grad_norm: 2.1662 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2142 loss: 3.2142 2022/08/14 00:57:10 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 00:57:10 - mmengine - INFO - Epoch(train) [52][3757/3757] lr: 9.0523e-02 eta: 2 days, 19:24:00 time: 0.3022 data_time: 0.0155 memory: 9201 grad_norm: 2.2360 top1_acc: 0.1429 top5_acc: 0.2857 loss_cls: 3.1777 loss: 3.1777 2022/08/14 00:57:10 - mmengine - INFO - Saving checkpoint at 52 epochs 2022/08/14 00:57:46 - mmengine - INFO - Epoch(train) [53][100/3757] lr: 9.0160e-02 eta: 2 days, 19:23:07 time: 0.3188 data_time: 0.0176 memory: 9201 grad_norm: 2.3546 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9903 loss: 2.9903 2022/08/14 00:58:18 - mmengine - INFO - Epoch(train) [53][200/3757] lr: 9.0160e-02 eta: 2 days, 19:22:36 time: 0.3205 data_time: 0.0167 memory: 9201 grad_norm: 2.2626 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0083 loss: 3.0083 2022/08/14 00:58:50 - mmengine - INFO - Epoch(train) [53][300/3757] lr: 9.0160e-02 eta: 2 days, 19:22:05 time: 0.3170 data_time: 0.0180 memory: 9201 grad_norm: 2.3265 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0696 loss: 3.0696 2022/08/14 00:59:22 - mmengine - INFO - Epoch(train) [53][400/3757] lr: 9.0160e-02 eta: 2 days, 19:21:34 time: 0.3178 data_time: 0.0172 memory: 9201 grad_norm: 2.2886 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6381 loss: 2.6381 2022/08/14 00:59:54 - mmengine - INFO - Epoch(train) [53][500/3757] lr: 9.0160e-02 eta: 2 days, 19:21:04 time: 0.3174 data_time: 0.0167 memory: 9201 grad_norm: 2.2901 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0755 loss: 3.0755 2022/08/14 01:00:26 - mmengine - INFO - Epoch(train) [53][600/3757] lr: 9.0160e-02 eta: 2 days, 19:20:33 time: 0.3172 data_time: 0.0161 memory: 9201 grad_norm: 2.2513 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1957 loss: 3.1957 2022/08/14 01:00:37 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 01:00:58 - mmengine - INFO - Epoch(train) [53][700/3757] lr: 9.0160e-02 eta: 2 days, 19:20:02 time: 0.3172 data_time: 0.0181 memory: 9201 grad_norm: 2.2898 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.1392 loss: 3.1392 2022/08/14 01:01:29 - mmengine - INFO - Epoch(train) [53][800/3757] lr: 9.0160e-02 eta: 2 days, 19:19:30 time: 0.3157 data_time: 0.0165 memory: 9201 grad_norm: 2.2318 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3588 loss: 3.3588 2022/08/14 01:02:01 - mmengine - INFO - Epoch(train) [53][900/3757] lr: 9.0160e-02 eta: 2 days, 19:18:59 time: 0.3181 data_time: 0.0166 memory: 9201 grad_norm: 2.2679 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3241 loss: 3.3241 2022/08/14 01:02:33 - mmengine - INFO - Epoch(train) [53][1000/3757] lr: 9.0160e-02 eta: 2 days, 19:18:28 time: 0.3173 data_time: 0.0170 memory: 9201 grad_norm: 2.2402 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.1355 loss: 3.1355 2022/08/14 01:03:05 - mmengine - INFO - Epoch(train) [53][1100/3757] lr: 9.0160e-02 eta: 2 days, 19:17:57 time: 0.3176 data_time: 0.0176 memory: 9201 grad_norm: 2.3078 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.0161 loss: 3.0161 2022/08/14 01:03:37 - mmengine - INFO - Epoch(train) [53][1200/3757] lr: 9.0160e-02 eta: 2 days, 19:17:27 time: 0.3198 data_time: 0.0177 memory: 9201 grad_norm: 2.2583 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2116 loss: 3.2116 2022/08/14 01:04:09 - mmengine - INFO - Epoch(train) [53][1300/3757] lr: 9.0160e-02 eta: 2 days, 19:16:56 time: 0.3193 data_time: 0.0174 memory: 9201 grad_norm: 2.2910 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0828 loss: 3.0828 2022/08/14 01:04:41 - mmengine - INFO - Epoch(train) [53][1400/3757] lr: 9.0160e-02 eta: 2 days, 19:16:24 time: 0.3170 data_time: 0.0164 memory: 9201 grad_norm: 2.3299 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2927 loss: 3.2927 2022/08/14 01:05:13 - mmengine - INFO - Epoch(train) [53][1500/3757] lr: 9.0160e-02 eta: 2 days, 19:15:54 time: 0.3172 data_time: 0.0176 memory: 9201 grad_norm: 2.2624 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.5103 loss: 3.5103 2022/08/14 01:05:45 - mmengine - INFO - Epoch(train) [53][1600/3757] lr: 9.0160e-02 eta: 2 days, 19:15:23 time: 0.3177 data_time: 0.0164 memory: 9201 grad_norm: 2.3258 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3134 loss: 3.3134 2022/08/14 01:05:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 01:06:17 - mmengine - INFO - Epoch(train) [53][1700/3757] lr: 9.0160e-02 eta: 2 days, 19:14:53 time: 0.3178 data_time: 0.0161 memory: 9201 grad_norm: 2.2395 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 2.9092 loss: 2.9092 2022/08/14 01:06:49 - mmengine - INFO - Epoch(train) [53][1800/3757] lr: 9.0160e-02 eta: 2 days, 19:14:22 time: 0.3185 data_time: 0.0183 memory: 9201 grad_norm: 2.3123 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1525 loss: 3.1525 2022/08/14 01:07:21 - mmengine - INFO - Epoch(train) [53][1900/3757] lr: 9.0160e-02 eta: 2 days, 19:13:51 time: 0.3167 data_time: 0.0162 memory: 9201 grad_norm: 2.2442 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.8367 loss: 2.8367 2022/08/14 01:07:53 - mmengine - INFO - Epoch(train) [53][2000/3757] lr: 9.0160e-02 eta: 2 days, 19:13:20 time: 0.3171 data_time: 0.0170 memory: 9201 grad_norm: 2.2824 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0198 loss: 3.0198 2022/08/14 01:08:25 - mmengine - INFO - Epoch(train) [53][2100/3757] lr: 9.0160e-02 eta: 2 days, 19:12:49 time: 0.3179 data_time: 0.0171 memory: 9201 grad_norm: 2.2258 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6735 loss: 2.6735 2022/08/14 01:08:57 - mmengine - INFO - Epoch(train) [53][2200/3757] lr: 9.0160e-02 eta: 2 days, 19:12:18 time: 0.3181 data_time: 0.0170 memory: 9201 grad_norm: 2.2569 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.4285 loss: 3.4285 2022/08/14 01:09:28 - mmengine - INFO - Epoch(train) [53][2300/3757] lr: 9.0160e-02 eta: 2 days, 19:11:47 time: 0.3184 data_time: 0.0160 memory: 9201 grad_norm: 2.2686 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.1833 loss: 3.1833 2022/08/14 01:10:00 - mmengine - INFO - Epoch(train) [53][2400/3757] lr: 9.0160e-02 eta: 2 days, 19:11:16 time: 0.3185 data_time: 0.0173 memory: 9201 grad_norm: 2.2515 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9944 loss: 2.9944 2022/08/14 01:10:32 - mmengine - INFO - Epoch(train) [53][2500/3757] lr: 9.0160e-02 eta: 2 days, 19:10:45 time: 0.3181 data_time: 0.0178 memory: 9201 grad_norm: 2.2463 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7347 loss: 2.7347 2022/08/14 01:11:04 - mmengine - INFO - Epoch(train) [53][2600/3757] lr: 9.0160e-02 eta: 2 days, 19:10:15 time: 0.3159 data_time: 0.0160 memory: 9201 grad_norm: 2.3391 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2329 loss: 3.2329 2022/08/14 01:11:16 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 01:11:36 - mmengine - INFO - Epoch(train) [53][2700/3757] lr: 9.0160e-02 eta: 2 days, 19:09:44 time: 0.3184 data_time: 0.0178 memory: 9201 grad_norm: 2.2157 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0826 loss: 3.0826 2022/08/14 01:12:08 - mmengine - INFO - Epoch(train) [53][2800/3757] lr: 9.0160e-02 eta: 2 days, 19:09:13 time: 0.3179 data_time: 0.0163 memory: 9201 grad_norm: 2.2402 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3759 loss: 3.3759 2022/08/14 01:12:40 - mmengine - INFO - Epoch(train) [53][2900/3757] lr: 9.0160e-02 eta: 2 days, 19:08:44 time: 0.3185 data_time: 0.0180 memory: 9201 grad_norm: 2.3297 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0071 loss: 3.0071 2022/08/14 01:13:12 - mmengine - INFO - Epoch(train) [53][3000/3757] lr: 9.0160e-02 eta: 2 days, 19:08:12 time: 0.3156 data_time: 0.0156 memory: 9201 grad_norm: 2.2626 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0561 loss: 3.0561 2022/08/14 01:13:44 - mmengine - INFO - Epoch(train) [53][3100/3757] lr: 9.0160e-02 eta: 2 days, 19:07:41 time: 0.3161 data_time: 0.0173 memory: 9201 grad_norm: 2.2925 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.0926 loss: 3.0926 2022/08/14 01:14:16 - mmengine - INFO - Epoch(train) [53][3200/3757] lr: 9.0160e-02 eta: 2 days, 19:07:10 time: 0.3170 data_time: 0.0163 memory: 9201 grad_norm: 2.2502 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0149 loss: 3.0149 2022/08/14 01:14:48 - mmengine - INFO - Epoch(train) [53][3300/3757] lr: 9.0160e-02 eta: 2 days, 19:06:38 time: 0.3186 data_time: 0.0178 memory: 9201 grad_norm: 2.2573 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.3341 loss: 3.3341 2022/08/14 01:15:20 - mmengine - INFO - Epoch(train) [53][3400/3757] lr: 9.0160e-02 eta: 2 days, 19:06:07 time: 0.3184 data_time: 0.0167 memory: 9201 grad_norm: 2.2115 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2925 loss: 3.2925 2022/08/14 01:15:52 - mmengine - INFO - Epoch(train) [53][3500/3757] lr: 9.0160e-02 eta: 2 days, 19:05:37 time: 0.3182 data_time: 0.0177 memory: 9201 grad_norm: 2.2147 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0313 loss: 3.0313 2022/08/14 01:16:24 - mmengine - INFO - Epoch(train) [53][3600/3757] lr: 9.0160e-02 eta: 2 days, 19:05:06 time: 0.3172 data_time: 0.0176 memory: 9201 grad_norm: 2.2997 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2060 loss: 3.2060 2022/08/14 01:16:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 01:16:56 - mmengine - INFO - Epoch(train) [53][3700/3757] lr: 9.0160e-02 eta: 2 days, 19:04:35 time: 0.3159 data_time: 0.0170 memory: 9201 grad_norm: 2.2887 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1647 loss: 3.1647 2022/08/14 01:17:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 01:17:13 - mmengine - INFO - Epoch(train) [53][3757/3757] lr: 9.0160e-02 eta: 2 days, 19:04:23 time: 0.3021 data_time: 0.0157 memory: 9201 grad_norm: 2.2670 top1_acc: 0.0000 top5_acc: 0.2857 loss_cls: 3.2403 loss: 3.2403 2022/08/14 01:17:47 - mmengine - INFO - Epoch(train) [54][100/3757] lr: 8.9792e-02 eta: 2 days, 19:03:34 time: 0.3170 data_time: 0.0170 memory: 9201 grad_norm: 2.2234 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8344 loss: 2.8344 2022/08/14 01:18:19 - mmengine - INFO - Epoch(train) [54][200/3757] lr: 8.9792e-02 eta: 2 days, 19:03:03 time: 0.3163 data_time: 0.0158 memory: 9201 grad_norm: 2.3209 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3979 loss: 3.3979 2022/08/14 01:18:52 - mmengine - INFO - Epoch(train) [54][300/3757] lr: 8.9792e-02 eta: 2 days, 19:02:33 time: 0.3312 data_time: 0.0171 memory: 9201 grad_norm: 2.2944 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0536 loss: 3.0536 2022/08/14 01:19:23 - mmengine - INFO - Epoch(train) [54][400/3757] lr: 8.9792e-02 eta: 2 days, 19:02:02 time: 0.3184 data_time: 0.0181 memory: 9201 grad_norm: 2.2451 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1622 loss: 3.1622 2022/08/14 01:19:55 - mmengine - INFO - Epoch(train) [54][500/3757] lr: 8.9792e-02 eta: 2 days, 19:01:31 time: 0.3149 data_time: 0.0174 memory: 9201 grad_norm: 2.3033 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9549 loss: 2.9549 2022/08/14 01:20:27 - mmengine - INFO - Epoch(train) [54][600/3757] lr: 8.9792e-02 eta: 2 days, 19:01:00 time: 0.3160 data_time: 0.0173 memory: 9201 grad_norm: 2.1973 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1105 loss: 3.1105 2022/08/14 01:20:59 - mmengine - INFO - Epoch(train) [54][700/3757] lr: 8.9792e-02 eta: 2 days, 19:00:30 time: 0.3180 data_time: 0.0169 memory: 9201 grad_norm: 2.2499 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9355 loss: 2.9355 2022/08/14 01:21:31 - mmengine - INFO - Epoch(train) [54][800/3757] lr: 8.9792e-02 eta: 2 days, 18:59:58 time: 0.3179 data_time: 0.0176 memory: 9201 grad_norm: 2.3307 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0631 loss: 3.0631 2022/08/14 01:21:56 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 01:22:03 - mmengine - INFO - Epoch(train) [54][900/3757] lr: 8.9792e-02 eta: 2 days, 18:59:28 time: 0.3168 data_time: 0.0170 memory: 9201 grad_norm: 2.3083 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.3154 loss: 3.3154 2022/08/14 01:22:35 - mmengine - INFO - Epoch(train) [54][1000/3757] lr: 8.9792e-02 eta: 2 days, 18:58:57 time: 0.3183 data_time: 0.0168 memory: 9201 grad_norm: 2.2962 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8060 loss: 2.8060 2022/08/14 01:23:07 - mmengine - INFO - Epoch(train) [54][1100/3757] lr: 8.9792e-02 eta: 2 days, 18:58:26 time: 0.3187 data_time: 0.0180 memory: 9201 grad_norm: 2.2141 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0068 loss: 3.0068 2022/08/14 01:23:39 - mmengine - INFO - Epoch(train) [54][1200/3757] lr: 8.9792e-02 eta: 2 days, 18:57:55 time: 0.3190 data_time: 0.0179 memory: 9201 grad_norm: 2.3101 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1978 loss: 3.1978 2022/08/14 01:24:11 - mmengine - INFO - Epoch(train) [54][1300/3757] lr: 8.9792e-02 eta: 2 days, 18:57:24 time: 0.3191 data_time: 0.0181 memory: 9201 grad_norm: 2.2501 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1770 loss: 3.1770 2022/08/14 01:24:43 - mmengine - INFO - Epoch(train) [54][1400/3757] lr: 8.9792e-02 eta: 2 days, 18:56:54 time: 0.3206 data_time: 0.0180 memory: 9201 grad_norm: 2.2647 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1212 loss: 3.1212 2022/08/14 01:25:15 - mmengine - INFO - Epoch(train) [54][1500/3757] lr: 8.9792e-02 eta: 2 days, 18:56:22 time: 0.3165 data_time: 0.0165 memory: 9201 grad_norm: 2.2859 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2548 loss: 3.2548 2022/08/14 01:25:51 - mmengine - INFO - Epoch(train) [54][1600/3757] lr: 8.9792e-02 eta: 2 days, 18:56:07 time: 0.3177 data_time: 0.0170 memory: 9201 grad_norm: 2.2731 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2835 loss: 3.2835 2022/08/14 01:26:23 - mmengine - INFO - Epoch(train) [54][1700/3757] lr: 8.9792e-02 eta: 2 days, 18:55:36 time: 0.3202 data_time: 0.0177 memory: 9201 grad_norm: 2.2768 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9871 loss: 2.9871 2022/08/14 01:26:55 - mmengine - INFO - Epoch(train) [54][1800/3757] lr: 8.9792e-02 eta: 2 days, 18:55:05 time: 0.3187 data_time: 0.0173 memory: 9201 grad_norm: 2.3217 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8654 loss: 2.8654 2022/08/14 01:27:20 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 01:27:27 - mmengine - INFO - Epoch(train) [54][1900/3757] lr: 8.9792e-02 eta: 2 days, 18:54:34 time: 0.3184 data_time: 0.0178 memory: 9201 grad_norm: 2.3061 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.3207 loss: 3.3207 2022/08/14 01:27:58 - mmengine - INFO - Epoch(train) [54][2000/3757] lr: 8.9792e-02 eta: 2 days, 18:54:03 time: 0.3172 data_time: 0.0170 memory: 9201 grad_norm: 2.3194 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8097 loss: 2.8097 2022/08/14 01:28:31 - mmengine - INFO - Epoch(train) [54][2100/3757] lr: 8.9792e-02 eta: 2 days, 18:53:33 time: 0.3260 data_time: 0.0177 memory: 9201 grad_norm: 2.1963 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9323 loss: 2.9323 2022/08/14 01:29:03 - mmengine - INFO - Epoch(train) [54][2200/3757] lr: 8.9792e-02 eta: 2 days, 18:53:02 time: 0.3178 data_time: 0.0163 memory: 9201 grad_norm: 2.2398 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2483 loss: 3.2483 2022/08/14 01:29:35 - mmengine - INFO - Epoch(train) [54][2300/3757] lr: 8.9792e-02 eta: 2 days, 18:52:31 time: 0.3176 data_time: 0.0173 memory: 9201 grad_norm: 2.2321 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2616 loss: 3.2616 2022/08/14 01:30:06 - mmengine - INFO - Epoch(train) [54][2400/3757] lr: 8.9792e-02 eta: 2 days, 18:52:00 time: 0.3172 data_time: 0.0172 memory: 9201 grad_norm: 2.2797 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9152 loss: 2.9152 2022/08/14 01:30:38 - mmengine - INFO - Epoch(train) [54][2500/3757] lr: 8.9792e-02 eta: 2 days, 18:51:29 time: 0.3163 data_time: 0.0159 memory: 9201 grad_norm: 2.2574 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2185 loss: 3.2185 2022/08/14 01:31:10 - mmengine - INFO - Epoch(train) [54][2600/3757] lr: 8.9792e-02 eta: 2 days, 18:50:58 time: 0.3180 data_time: 0.0178 memory: 9201 grad_norm: 2.2906 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3173 loss: 3.3173 2022/08/14 01:31:42 - mmengine - INFO - Epoch(train) [54][2700/3757] lr: 8.9792e-02 eta: 2 days, 18:50:27 time: 0.3177 data_time: 0.0168 memory: 9201 grad_norm: 2.2988 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2020 loss: 3.2020 2022/08/14 01:32:14 - mmengine - INFO - Epoch(train) [54][2800/3757] lr: 8.9792e-02 eta: 2 days, 18:49:56 time: 0.3166 data_time: 0.0169 memory: 9201 grad_norm: 2.2935 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3556 loss: 3.3556 2022/08/14 01:32:39 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 01:32:46 - mmengine - INFO - Epoch(train) [54][2900/3757] lr: 8.9792e-02 eta: 2 days, 18:49:25 time: 0.3172 data_time: 0.0169 memory: 9201 grad_norm: 2.2012 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.0165 loss: 3.0165 2022/08/14 01:33:18 - mmengine - INFO - Epoch(train) [54][3000/3757] lr: 8.9792e-02 eta: 2 days, 18:48:54 time: 0.3175 data_time: 0.0177 memory: 9201 grad_norm: 2.3087 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3044 loss: 3.3044 2022/08/14 01:33:50 - mmengine - INFO - Epoch(train) [54][3100/3757] lr: 8.9792e-02 eta: 2 days, 18:48:24 time: 0.3227 data_time: 0.0161 memory: 9201 grad_norm: 2.2691 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1255 loss: 3.1255 2022/08/14 01:34:22 - mmengine - INFO - Epoch(train) [54][3200/3757] lr: 8.9792e-02 eta: 2 days, 18:47:52 time: 0.3179 data_time: 0.0176 memory: 9201 grad_norm: 2.2673 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0285 loss: 3.0285 2022/08/14 01:34:54 - mmengine - INFO - Epoch(train) [54][3300/3757] lr: 8.9792e-02 eta: 2 days, 18:47:21 time: 0.3177 data_time: 0.0170 memory: 9201 grad_norm: 2.2582 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0155 loss: 3.0155 2022/08/14 01:35:26 - mmengine - INFO - Epoch(train) [54][3400/3757] lr: 8.9792e-02 eta: 2 days, 18:46:51 time: 0.3173 data_time: 0.0171 memory: 9201 grad_norm: 2.2797 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2958 loss: 3.2958 2022/08/14 01:35:58 - mmengine - INFO - Epoch(train) [54][3500/3757] lr: 8.9792e-02 eta: 2 days, 18:46:19 time: 0.3167 data_time: 0.0164 memory: 9201 grad_norm: 2.3345 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3645 loss: 3.3645 2022/08/14 01:36:30 - mmengine - INFO - Epoch(train) [54][3600/3757] lr: 8.9792e-02 eta: 2 days, 18:45:49 time: 0.3175 data_time: 0.0166 memory: 9201 grad_norm: 2.3067 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0472 loss: 3.0472 2022/08/14 01:37:01 - mmengine - INFO - Epoch(train) [54][3700/3757] lr: 8.9792e-02 eta: 2 days, 18:45:18 time: 0.3201 data_time: 0.0175 memory: 9201 grad_norm: 2.3608 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0432 loss: 3.0432 2022/08/14 01:37:19 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 01:37:19 - mmengine - INFO - Epoch(train) [54][3757/3757] lr: 8.9792e-02 eta: 2 days, 18:45:05 time: 0.3048 data_time: 0.0159 memory: 9201 grad_norm: 2.2805 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 3.0332 loss: 3.0332 2022/08/14 01:37:54 - mmengine - INFO - Epoch(train) [55][100/3757] lr: 8.9417e-02 eta: 2 days, 18:44:19 time: 0.3166 data_time: 0.0176 memory: 9201 grad_norm: 2.2235 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9948 loss: 2.9948 2022/08/14 01:38:01 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 01:38:26 - mmengine - INFO - Epoch(train) [55][200/3757] lr: 8.9417e-02 eta: 2 days, 18:43:49 time: 0.3184 data_time: 0.0165 memory: 9201 grad_norm: 2.3191 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1340 loss: 3.1340 2022/08/14 01:38:58 - mmengine - INFO - Epoch(train) [55][300/3757] lr: 8.9417e-02 eta: 2 days, 18:43:18 time: 0.3239 data_time: 0.0169 memory: 9201 grad_norm: 2.3123 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3710 loss: 3.3710 2022/08/14 01:39:30 - mmengine - INFO - Epoch(train) [55][400/3757] lr: 8.9417e-02 eta: 2 days, 18:42:47 time: 0.3184 data_time: 0.0171 memory: 9201 grad_norm: 2.2945 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2570 loss: 3.2570 2022/08/14 01:40:02 - mmengine - INFO - Epoch(train) [55][500/3757] lr: 8.9417e-02 eta: 2 days, 18:42:17 time: 0.3186 data_time: 0.0177 memory: 9201 grad_norm: 2.2686 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9417 loss: 2.9417 2022/08/14 01:40:34 - mmengine - INFO - Epoch(train) [55][600/3757] lr: 8.9417e-02 eta: 2 days, 18:41:45 time: 0.3163 data_time: 0.0167 memory: 9201 grad_norm: 2.2921 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1386 loss: 3.1386 2022/08/14 01:41:06 - mmengine - INFO - Epoch(train) [55][700/3757] lr: 8.9417e-02 eta: 2 days, 18:41:14 time: 0.3164 data_time: 0.0169 memory: 9201 grad_norm: 2.2612 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8595 loss: 2.8595 2022/08/14 01:41:38 - mmengine - INFO - Epoch(train) [55][800/3757] lr: 8.9417e-02 eta: 2 days, 18:40:43 time: 0.3173 data_time: 0.0171 memory: 9201 grad_norm: 2.2770 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.4873 loss: 3.4873 2022/08/14 01:42:10 - mmengine - INFO - Epoch(train) [55][900/3757] lr: 8.9417e-02 eta: 2 days, 18:40:12 time: 0.3182 data_time: 0.0163 memory: 9201 grad_norm: 2.2700 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9847 loss: 2.9847 2022/08/14 01:42:42 - mmengine - INFO - Epoch(train) [55][1000/3757] lr: 8.9417e-02 eta: 2 days, 18:39:41 time: 0.3185 data_time: 0.0161 memory: 9201 grad_norm: 2.3154 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0248 loss: 3.0248 2022/08/14 01:43:14 - mmengine - INFO - Epoch(train) [55][1100/3757] lr: 8.9417e-02 eta: 2 days, 18:39:10 time: 0.3187 data_time: 0.0171 memory: 9201 grad_norm: 2.3155 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3129 loss: 3.3129 2022/08/14 01:43:21 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 01:43:46 - mmengine - INFO - Epoch(train) [55][1200/3757] lr: 8.9417e-02 eta: 2 days, 18:38:40 time: 0.3194 data_time: 0.0172 memory: 9201 grad_norm: 2.4045 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0488 loss: 3.0488 2022/08/14 01:44:18 - mmengine - INFO - Epoch(train) [55][1300/3757] lr: 8.9417e-02 eta: 2 days, 18:38:09 time: 0.3173 data_time: 0.0165 memory: 9201 grad_norm: 2.2793 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1020 loss: 3.1020 2022/08/14 01:44:50 - mmengine - INFO - Epoch(train) [55][1400/3757] lr: 8.9417e-02 eta: 2 days, 18:37:38 time: 0.3217 data_time: 0.0179 memory: 9201 grad_norm: 2.3435 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 3.0203 loss: 3.0203 2022/08/14 01:45:22 - mmengine - INFO - Epoch(train) [55][1500/3757] lr: 8.9417e-02 eta: 2 days, 18:37:07 time: 0.3188 data_time: 0.0172 memory: 9201 grad_norm: 2.2902 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0613 loss: 3.0613 2022/08/14 01:45:53 - mmengine - INFO - Epoch(train) [55][1600/3757] lr: 8.9417e-02 eta: 2 days, 18:36:36 time: 0.3192 data_time: 0.0174 memory: 9201 grad_norm: 2.2312 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2752 loss: 3.2752 2022/08/14 01:46:26 - mmengine - INFO - Epoch(train) [55][1700/3757] lr: 8.9417e-02 eta: 2 days, 18:36:09 time: 0.3172 data_time: 0.0170 memory: 9201 grad_norm: 2.2529 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2153 loss: 3.2153 2022/08/14 01:46:58 - mmengine - INFO - Epoch(train) [55][1800/3757] lr: 8.9417e-02 eta: 2 days, 18:35:38 time: 0.3182 data_time: 0.0168 memory: 9201 grad_norm: 2.3296 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8806 loss: 2.8806 2022/08/14 01:47:31 - mmengine - INFO - Epoch(train) [55][1900/3757] lr: 8.9417e-02 eta: 2 days, 18:35:08 time: 0.3192 data_time: 0.0175 memory: 9201 grad_norm: 2.3207 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0931 loss: 3.0931 2022/08/14 01:48:03 - mmengine - INFO - Epoch(train) [55][2000/3757] lr: 8.9417e-02 eta: 2 days, 18:34:38 time: 0.3181 data_time: 0.0178 memory: 9201 grad_norm: 2.2258 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1404 loss: 3.1404 2022/08/14 01:48:35 - mmengine - INFO - Epoch(train) [55][2100/3757] lr: 8.9417e-02 eta: 2 days, 18:34:08 time: 0.3237 data_time: 0.0191 memory: 9201 grad_norm: 2.3025 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1834 loss: 3.1834 2022/08/14 01:48:42 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 01:49:07 - mmengine - INFO - Epoch(train) [55][2200/3757] lr: 8.9417e-02 eta: 2 days, 18:33:38 time: 0.3169 data_time: 0.0168 memory: 9201 grad_norm: 2.3472 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2679 loss: 3.2679 2022/08/14 01:49:39 - mmengine - INFO - Epoch(train) [55][2300/3757] lr: 8.9417e-02 eta: 2 days, 18:33:08 time: 0.3171 data_time: 0.0170 memory: 9201 grad_norm: 2.3495 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.1160 loss: 3.1160 2022/08/14 01:50:11 - mmengine - INFO - Epoch(train) [55][2400/3757] lr: 8.9417e-02 eta: 2 days, 18:32:37 time: 0.3182 data_time: 0.0169 memory: 9201 grad_norm: 2.3307 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7365 loss: 2.7365 2022/08/14 01:50:43 - mmengine - INFO - Epoch(train) [55][2500/3757] lr: 8.9417e-02 eta: 2 days, 18:32:07 time: 0.3198 data_time: 0.0176 memory: 9201 grad_norm: 2.3416 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0119 loss: 3.0119 2022/08/14 01:51:15 - mmengine - INFO - Epoch(train) [55][2600/3757] lr: 8.9417e-02 eta: 2 days, 18:31:36 time: 0.3185 data_time: 0.0174 memory: 9201 grad_norm: 2.2676 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1308 loss: 3.1308 2022/08/14 01:51:47 - mmengine - INFO - Epoch(train) [55][2700/3757] lr: 8.9417e-02 eta: 2 days, 18:31:05 time: 0.3180 data_time: 0.0165 memory: 9201 grad_norm: 2.3190 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8683 loss: 2.8683 2022/08/14 01:52:19 - mmengine - INFO - Epoch(train) [55][2800/3757] lr: 8.9417e-02 eta: 2 days, 18:30:34 time: 0.3175 data_time: 0.0177 memory: 9201 grad_norm: 2.2747 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0493 loss: 3.0493 2022/08/14 01:52:51 - mmengine - INFO - Epoch(train) [55][2900/3757] lr: 8.9417e-02 eta: 2 days, 18:30:03 time: 0.3161 data_time: 0.0167 memory: 9201 grad_norm: 2.2866 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2508 loss: 3.2508 2022/08/14 01:53:23 - mmengine - INFO - Epoch(train) [55][3000/3757] lr: 8.9417e-02 eta: 2 days, 18:29:32 time: 0.3212 data_time: 0.0184 memory: 9201 grad_norm: 2.2248 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9982 loss: 2.9982 2022/08/14 01:53:55 - mmengine - INFO - Epoch(train) [55][3100/3757] lr: 8.9417e-02 eta: 2 days, 18:29:01 time: 0.3164 data_time: 0.0173 memory: 9201 grad_norm: 2.2376 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 3.0278 loss: 3.0278 2022/08/14 01:54:02 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 01:54:27 - mmengine - INFO - Epoch(train) [55][3200/3757] lr: 8.9417e-02 eta: 2 days, 18:28:30 time: 0.3195 data_time: 0.0175 memory: 9201 grad_norm: 2.3302 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.2147 loss: 3.2147 2022/08/14 01:54:59 - mmengine - INFO - Epoch(train) [55][3300/3757] lr: 8.9417e-02 eta: 2 days, 18:27:59 time: 0.3173 data_time: 0.0173 memory: 9201 grad_norm: 2.2555 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.1875 loss: 3.1875 2022/08/14 01:55:31 - mmengine - INFO - Epoch(train) [55][3400/3757] lr: 8.9417e-02 eta: 2 days, 18:27:29 time: 0.3175 data_time: 0.0169 memory: 9201 grad_norm: 2.3203 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.0610 loss: 3.0610 2022/08/14 01:56:03 - mmengine - INFO - Epoch(train) [55][3500/3757] lr: 8.9417e-02 eta: 2 days, 18:26:58 time: 0.3191 data_time: 0.0187 memory: 9201 grad_norm: 2.2586 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1789 loss: 3.1789 2022/08/14 01:56:35 - mmengine - INFO - Epoch(train) [55][3600/3757] lr: 8.9417e-02 eta: 2 days, 18:26:27 time: 0.3171 data_time: 0.0165 memory: 9201 grad_norm: 2.3081 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3975 loss: 3.3975 2022/08/14 01:57:07 - mmengine - INFO - Epoch(train) [55][3700/3757] lr: 8.9417e-02 eta: 2 days, 18:25:56 time: 0.3168 data_time: 0.0163 memory: 9201 grad_norm: 2.2679 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.1139 loss: 3.1139 2022/08/14 01:57:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 01:57:25 - mmengine - INFO - Epoch(train) [55][3757/3757] lr: 8.9417e-02 eta: 2 days, 18:25:44 time: 0.3041 data_time: 0.0170 memory: 9201 grad_norm: 2.4065 top1_acc: 0.1429 top5_acc: 0.4286 loss_cls: 3.3533 loss: 3.3533 2022/08/14 01:57:47 - mmengine - INFO - Epoch(val) [55][100/310] eta: 0:00:43 time: 0.2052 data_time: 0.0973 memory: 1522 2022/08/14 01:58:09 - mmengine - INFO - Epoch(val) [55][200/310] eta: 0:00:22 time: 0.2008 data_time: 0.0886 memory: 1522 2022/08/14 01:58:29 - mmengine - INFO - Epoch(val) [55][300/310] eta: 0:00:02 time: 0.2190 data_time: 0.1105 memory: 1522 2022/08/14 01:58:34 - mmengine - INFO - Epoch(val) [55][310/310] acc/top1: 0.3667 acc/top5: 0.6460 acc/mean1: 0.3666 2022/08/14 01:59:07 - mmengine - INFO - Epoch(train) [56][100/3757] lr: 8.9037e-02 eta: 2 days, 18:24:55 time: 0.3175 data_time: 0.0177 memory: 9201 grad_norm: 2.2957 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0107 loss: 3.0107 2022/08/14 01:59:39 - mmengine - INFO - Epoch(train) [56][200/3757] lr: 8.9037e-02 eta: 2 days, 18:24:24 time: 0.3175 data_time: 0.0171 memory: 9201 grad_norm: 2.2605 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2473 loss: 3.2473 2022/08/14 02:00:11 - mmengine - INFO - Epoch(train) [56][300/3757] lr: 8.9037e-02 eta: 2 days, 18:23:53 time: 0.3171 data_time: 0.0173 memory: 9201 grad_norm: 2.2833 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1346 loss: 3.1346 2022/08/14 02:00:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 02:00:44 - mmengine - INFO - Epoch(train) [56][400/3757] lr: 8.9037e-02 eta: 2 days, 18:23:26 time: 0.3166 data_time: 0.0169 memory: 9201 grad_norm: 2.3650 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0502 loss: 3.0502 2022/08/14 02:01:16 - mmengine - INFO - Epoch(train) [56][500/3757] lr: 8.9037e-02 eta: 2 days, 18:22:55 time: 0.3207 data_time: 0.0178 memory: 9201 grad_norm: 2.3101 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0923 loss: 3.0923 2022/08/14 02:01:48 - mmengine - INFO - Epoch(train) [56][600/3757] lr: 8.9037e-02 eta: 2 days, 18:22:24 time: 0.3173 data_time: 0.0171 memory: 9201 grad_norm: 2.2478 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1664 loss: 3.1664 2022/08/14 02:02:23 - mmengine - INFO - Epoch(train) [56][700/3757] lr: 8.9037e-02 eta: 2 days, 18:22:02 time: 0.3176 data_time: 0.0172 memory: 9201 grad_norm: 2.3809 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0467 loss: 3.0467 2022/08/14 02:02:54 - mmengine - INFO - Epoch(train) [56][800/3757] lr: 8.9037e-02 eta: 2 days, 18:21:31 time: 0.3204 data_time: 0.0183 memory: 9201 grad_norm: 2.2404 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.1459 loss: 3.1459 2022/08/14 02:03:26 - mmengine - INFO - Epoch(train) [56][900/3757] lr: 8.9037e-02 eta: 2 days, 18:21:00 time: 0.3176 data_time: 0.0163 memory: 9201 grad_norm: 2.3337 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2710 loss: 3.2710 2022/08/14 02:03:58 - mmengine - INFO - Epoch(train) [56][1000/3757] lr: 8.9037e-02 eta: 2 days, 18:20:29 time: 0.3191 data_time: 0.0173 memory: 9201 grad_norm: 2.2810 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1608 loss: 3.1608 2022/08/14 02:04:30 - mmengine - INFO - Epoch(train) [56][1100/3757] lr: 8.9037e-02 eta: 2 days, 18:19:58 time: 0.3170 data_time: 0.0171 memory: 9201 grad_norm: 2.3071 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2564 loss: 3.2564 2022/08/14 02:05:02 - mmengine - INFO - Epoch(train) [56][1200/3757] lr: 8.9037e-02 eta: 2 days, 18:19:28 time: 0.3171 data_time: 0.0172 memory: 9201 grad_norm: 2.3053 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.0509 loss: 3.0509 2022/08/14 02:05:34 - mmengine - INFO - Epoch(train) [56][1300/3757] lr: 8.9037e-02 eta: 2 days, 18:18:57 time: 0.3188 data_time: 0.0179 memory: 9201 grad_norm: 2.2708 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1928 loss: 3.1928 2022/08/14 02:05:55 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 02:06:06 - mmengine - INFO - Epoch(train) [56][1400/3757] lr: 8.9037e-02 eta: 2 days, 18:18:27 time: 0.3184 data_time: 0.0174 memory: 9201 grad_norm: 2.3316 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9699 loss: 2.9699 2022/08/14 02:06:38 - mmengine - INFO - Epoch(train) [56][1500/3757] lr: 8.9037e-02 eta: 2 days, 18:17:56 time: 0.3173 data_time: 0.0173 memory: 9201 grad_norm: 2.2249 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8661 loss: 2.8661 2022/08/14 02:07:10 - mmengine - INFO - Epoch(train) [56][1600/3757] lr: 8.9037e-02 eta: 2 days, 18:17:25 time: 0.3168 data_time: 0.0173 memory: 9201 grad_norm: 2.3224 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0523 loss: 3.0523 2022/08/14 02:07:42 - mmengine - INFO - Epoch(train) [56][1700/3757] lr: 8.9037e-02 eta: 2 days, 18:16:54 time: 0.3175 data_time: 0.0177 memory: 9201 grad_norm: 2.2535 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1564 loss: 3.1564 2022/08/14 02:08:14 - mmengine - INFO - Epoch(train) [56][1800/3757] lr: 8.9037e-02 eta: 2 days, 18:16:23 time: 0.3207 data_time: 0.0187 memory: 9201 grad_norm: 2.2868 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.9666 loss: 2.9666 2022/08/14 02:08:46 - mmengine - INFO - Epoch(train) [56][1900/3757] lr: 8.9037e-02 eta: 2 days, 18:15:52 time: 0.3178 data_time: 0.0175 memory: 9201 grad_norm: 2.2591 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9887 loss: 2.9887 2022/08/14 02:09:18 - mmengine - INFO - Epoch(train) [56][2000/3757] lr: 8.9037e-02 eta: 2 days, 18:15:22 time: 0.3177 data_time: 0.0172 memory: 9201 grad_norm: 2.3977 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4367 loss: 3.4367 2022/08/14 02:09:50 - mmengine - INFO - Epoch(train) [56][2100/3757] lr: 8.9037e-02 eta: 2 days, 18:14:50 time: 0.3168 data_time: 0.0166 memory: 9201 grad_norm: 2.3217 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3505 loss: 3.3505 2022/08/14 02:10:22 - mmengine - INFO - Epoch(train) [56][2200/3757] lr: 8.9037e-02 eta: 2 days, 18:14:20 time: 0.3172 data_time: 0.0173 memory: 9201 grad_norm: 2.2518 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3481 loss: 3.3481 2022/08/14 02:10:54 - mmengine - INFO - Epoch(train) [56][2300/3757] lr: 8.9037e-02 eta: 2 days, 18:13:49 time: 0.3236 data_time: 0.0177 memory: 9201 grad_norm: 2.2958 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.8327 loss: 2.8327 2022/08/14 02:11:15 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 02:11:26 - mmengine - INFO - Epoch(train) [56][2400/3757] lr: 8.9037e-02 eta: 2 days, 18:13:18 time: 0.3180 data_time: 0.0158 memory: 9201 grad_norm: 2.2447 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8487 loss: 2.8487 2022/08/14 02:11:58 - mmengine - INFO - Epoch(train) [56][2500/3757] lr: 8.9037e-02 eta: 2 days, 18:12:47 time: 0.3140 data_time: 0.0164 memory: 9201 grad_norm: 2.2292 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2563 loss: 3.2563 2022/08/14 02:12:30 - mmengine - INFO - Epoch(train) [56][2600/3757] lr: 8.9037e-02 eta: 2 days, 18:12:16 time: 0.3177 data_time: 0.0177 memory: 9201 grad_norm: 2.3300 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1783 loss: 3.1783 2022/08/14 02:13:02 - mmengine - INFO - Epoch(train) [56][2700/3757] lr: 8.9037e-02 eta: 2 days, 18:11:45 time: 0.3182 data_time: 0.0171 memory: 9201 grad_norm: 2.2862 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9500 loss: 2.9500 2022/08/14 02:13:34 - mmengine - INFO - Epoch(train) [56][2800/3757] lr: 8.9037e-02 eta: 2 days, 18:11:14 time: 0.3184 data_time: 0.0179 memory: 9201 grad_norm: 2.3168 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0906 loss: 3.0906 2022/08/14 02:14:06 - mmengine - INFO - Epoch(train) [56][2900/3757] lr: 8.9037e-02 eta: 2 days, 18:10:43 time: 0.3185 data_time: 0.0174 memory: 9201 grad_norm: 2.2981 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0227 loss: 3.0227 2022/08/14 02:14:38 - mmengine - INFO - Epoch(train) [56][3000/3757] lr: 8.9037e-02 eta: 2 days, 18:10:12 time: 0.3185 data_time: 0.0172 memory: 9201 grad_norm: 2.2283 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9992 loss: 2.9992 2022/08/14 02:15:10 - mmengine - INFO - Epoch(train) [56][3100/3757] lr: 8.9037e-02 eta: 2 days, 18:09:41 time: 0.3167 data_time: 0.0174 memory: 9201 grad_norm: 2.2794 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1788 loss: 3.1788 2022/08/14 02:15:42 - mmengine - INFO - Epoch(train) [56][3200/3757] lr: 8.9037e-02 eta: 2 days, 18:09:10 time: 0.3186 data_time: 0.0168 memory: 9201 grad_norm: 2.2861 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2604 loss: 3.2604 2022/08/14 02:16:14 - mmengine - INFO - Epoch(train) [56][3300/3757] lr: 8.9037e-02 eta: 2 days, 18:08:40 time: 0.3193 data_time: 0.0171 memory: 9201 grad_norm: 2.2825 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1102 loss: 3.1102 2022/08/14 02:16:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 02:16:46 - mmengine - INFO - Epoch(train) [56][3400/3757] lr: 8.9037e-02 eta: 2 days, 18:08:09 time: 0.3184 data_time: 0.0168 memory: 9201 grad_norm: 2.3242 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0704 loss: 3.0704 2022/08/14 02:17:18 - mmengine - INFO - Epoch(train) [56][3500/3757] lr: 8.9037e-02 eta: 2 days, 18:07:38 time: 0.3174 data_time: 0.0181 memory: 9201 grad_norm: 2.3213 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0711 loss: 3.0711 2022/08/14 02:17:50 - mmengine - INFO - Epoch(train) [56][3600/3757] lr: 8.9037e-02 eta: 2 days, 18:07:07 time: 0.3172 data_time: 0.0168 memory: 9201 grad_norm: 2.2639 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2009 loss: 3.2009 2022/08/14 02:18:22 - mmengine - INFO - Epoch(train) [56][3700/3757] lr: 8.9037e-02 eta: 2 days, 18:06:36 time: 0.3151 data_time: 0.0156 memory: 9201 grad_norm: 2.2832 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8718 loss: 2.8718 2022/08/14 02:18:39 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 02:18:39 - mmengine - INFO - Epoch(train) [56][3757/3757] lr: 8.9037e-02 eta: 2 days, 18:06:24 time: 0.3012 data_time: 0.0153 memory: 9201 grad_norm: 2.2637 top1_acc: 0.4286 top5_acc: 0.5714 loss_cls: 3.0495 loss: 3.0495 2022/08/14 02:18:40 - mmengine - INFO - Saving checkpoint at 56 epochs 2022/08/14 02:19:16 - mmengine - INFO - Epoch(train) [57][100/3757] lr: 8.8651e-02 eta: 2 days, 18:05:32 time: 0.3221 data_time: 0.0177 memory: 9201 grad_norm: 2.3060 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9151 loss: 2.9151 2022/08/14 02:19:48 - mmengine - INFO - Epoch(train) [57][200/3757] lr: 8.8651e-02 eta: 2 days, 18:05:01 time: 0.3179 data_time: 0.0175 memory: 9201 grad_norm: 2.3695 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8521 loss: 2.8521 2022/08/14 02:20:20 - mmengine - INFO - Epoch(train) [57][300/3757] lr: 8.8651e-02 eta: 2 days, 18:04:30 time: 0.3171 data_time: 0.0170 memory: 9201 grad_norm: 2.3170 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8754 loss: 2.8754 2022/08/14 02:20:52 - mmengine - INFO - Epoch(train) [57][400/3757] lr: 8.8651e-02 eta: 2 days, 18:03:59 time: 0.3153 data_time: 0.0165 memory: 9201 grad_norm: 2.2654 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8853 loss: 2.8853 2022/08/14 02:21:24 - mmengine - INFO - Epoch(train) [57][500/3757] lr: 8.8651e-02 eta: 2 days, 18:03:28 time: 0.3183 data_time: 0.0167 memory: 9201 grad_norm: 2.3072 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2039 loss: 3.2039 2022/08/14 02:21:56 - mmengine - INFO - Epoch(train) [57][600/3757] lr: 8.8651e-02 eta: 2 days, 18:02:57 time: 0.3278 data_time: 0.0192 memory: 9201 grad_norm: 2.2945 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8269 loss: 2.8269 2022/08/14 02:21:58 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 02:22:28 - mmengine - INFO - Epoch(train) [57][700/3757] lr: 8.8651e-02 eta: 2 days, 18:02:26 time: 0.3175 data_time: 0.0170 memory: 9201 grad_norm: 2.2987 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2456 loss: 3.2456 2022/08/14 02:23:00 - mmengine - INFO - Epoch(train) [57][800/3757] lr: 8.8651e-02 eta: 2 days, 18:01:55 time: 0.3172 data_time: 0.0166 memory: 9201 grad_norm: 2.2715 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9773 loss: 2.9773 2022/08/14 02:23:32 - mmengine - INFO - Epoch(train) [57][900/3757] lr: 8.8651e-02 eta: 2 days, 18:01:24 time: 0.3181 data_time: 0.0164 memory: 9201 grad_norm: 2.2508 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2007 loss: 3.2007 2022/08/14 02:24:04 - mmengine - INFO - Epoch(train) [57][1000/3757] lr: 8.8651e-02 eta: 2 days, 18:00:53 time: 0.3166 data_time: 0.0160 memory: 9201 grad_norm: 2.2758 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.1862 loss: 3.1862 2022/08/14 02:24:36 - mmengine - INFO - Epoch(train) [57][1100/3757] lr: 8.8651e-02 eta: 2 days, 18:00:23 time: 0.3226 data_time: 0.0175 memory: 9201 grad_norm: 2.2198 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9663 loss: 2.9663 2022/08/14 02:25:08 - mmengine - INFO - Epoch(train) [57][1200/3757] lr: 8.8651e-02 eta: 2 days, 17:59:52 time: 0.3172 data_time: 0.0173 memory: 9201 grad_norm: 2.2491 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0291 loss: 3.0291 2022/08/14 02:25:40 - mmengine - INFO - Epoch(train) [57][1300/3757] lr: 8.8651e-02 eta: 2 days, 17:59:21 time: 0.3201 data_time: 0.0177 memory: 9201 grad_norm: 2.2237 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9921 loss: 2.9921 2022/08/14 02:26:11 - mmengine - INFO - Epoch(train) [57][1400/3757] lr: 8.8651e-02 eta: 2 days, 17:58:50 time: 0.3178 data_time: 0.0170 memory: 9201 grad_norm: 2.2378 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1256 loss: 3.1256 2022/08/14 02:26:43 - mmengine - INFO - Epoch(train) [57][1500/3757] lr: 8.8651e-02 eta: 2 days, 17:58:19 time: 0.3181 data_time: 0.0171 memory: 9201 grad_norm: 2.3404 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8504 loss: 2.8504 2022/08/14 02:27:15 - mmengine - INFO - Epoch(train) [57][1600/3757] lr: 8.8651e-02 eta: 2 days, 17:57:48 time: 0.3212 data_time: 0.0177 memory: 9201 grad_norm: 2.2711 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2876 loss: 3.2876 2022/08/14 02:27:18 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 02:27:47 - mmengine - INFO - Epoch(train) [57][1700/3757] lr: 8.8651e-02 eta: 2 days, 17:57:17 time: 0.3178 data_time: 0.0172 memory: 9201 grad_norm: 2.2959 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1608 loss: 3.1608 2022/08/14 02:28:19 - mmengine - INFO - Epoch(train) [57][1800/3757] lr: 8.8651e-02 eta: 2 days, 17:56:46 time: 0.3191 data_time: 0.0170 memory: 9201 grad_norm: 2.3285 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1104 loss: 3.1104 2022/08/14 02:28:51 - mmengine - INFO - Epoch(train) [57][1900/3757] lr: 8.8651e-02 eta: 2 days, 17:56:15 time: 0.3175 data_time: 0.0171 memory: 9201 grad_norm: 2.2670 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3974 loss: 3.3974 2022/08/14 02:29:23 - mmengine - INFO - Epoch(train) [57][2000/3757] lr: 8.8651e-02 eta: 2 days, 17:55:45 time: 0.3171 data_time: 0.0169 memory: 9201 grad_norm: 2.2967 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2849 loss: 3.2849 2022/08/14 02:29:55 - mmengine - INFO - Epoch(train) [57][2100/3757] lr: 8.8651e-02 eta: 2 days, 17:55:14 time: 0.3224 data_time: 0.0174 memory: 9201 grad_norm: 2.3344 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0892 loss: 3.0892 2022/08/14 02:30:27 - mmengine - INFO - Epoch(train) [57][2200/3757] lr: 8.8651e-02 eta: 2 days, 17:54:43 time: 0.3171 data_time: 0.0161 memory: 9201 grad_norm: 2.2958 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0507 loss: 3.0507 2022/08/14 02:30:59 - mmengine - INFO - Epoch(train) [57][2300/3757] lr: 8.8651e-02 eta: 2 days, 17:54:12 time: 0.3188 data_time: 0.0173 memory: 9201 grad_norm: 2.3015 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3704 loss: 3.3704 2022/08/14 02:31:31 - mmengine - INFO - Epoch(train) [57][2400/3757] lr: 8.8651e-02 eta: 2 days, 17:53:41 time: 0.3167 data_time: 0.0171 memory: 9201 grad_norm: 2.3149 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2887 loss: 3.2887 2022/08/14 02:32:03 - mmengine - INFO - Epoch(train) [57][2500/3757] lr: 8.8651e-02 eta: 2 days, 17:53:11 time: 0.3176 data_time: 0.0177 memory: 9201 grad_norm: 2.2766 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1189 loss: 3.1189 2022/08/14 02:32:35 - mmengine - INFO - Epoch(train) [57][2600/3757] lr: 8.8651e-02 eta: 2 days, 17:52:40 time: 0.3207 data_time: 0.0197 memory: 9201 grad_norm: 2.2543 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9758 loss: 2.9758 2022/08/14 02:32:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 02:33:07 - mmengine - INFO - Epoch(train) [57][2700/3757] lr: 8.8651e-02 eta: 2 days, 17:52:09 time: 0.3174 data_time: 0.0174 memory: 9201 grad_norm: 2.2856 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9217 loss: 2.9217 2022/08/14 02:33:39 - mmengine - INFO - Epoch(train) [57][2800/3757] lr: 8.8651e-02 eta: 2 days, 17:51:39 time: 0.3207 data_time: 0.0181 memory: 9201 grad_norm: 2.2147 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1400 loss: 3.1400 2022/08/14 02:34:11 - mmengine - INFO - Epoch(train) [57][2900/3757] lr: 8.8651e-02 eta: 2 days, 17:51:08 time: 0.3170 data_time: 0.0172 memory: 9201 grad_norm: 2.3003 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0594 loss: 3.0594 2022/08/14 02:34:43 - mmengine - INFO - Epoch(train) [57][3000/3757] lr: 8.8651e-02 eta: 2 days, 17:50:37 time: 0.3172 data_time: 0.0166 memory: 9201 grad_norm: 2.2689 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.0614 loss: 3.0614 2022/08/14 02:35:15 - mmengine - INFO - Epoch(train) [57][3100/3757] lr: 8.8651e-02 eta: 2 days, 17:50:07 time: 0.3203 data_time: 0.0184 memory: 9201 grad_norm: 2.2578 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0186 loss: 3.0186 2022/08/14 02:35:47 - mmengine - INFO - Epoch(train) [57][3200/3757] lr: 8.8651e-02 eta: 2 days, 17:49:35 time: 0.3198 data_time: 0.0190 memory: 9201 grad_norm: 2.2551 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1448 loss: 3.1448 2022/08/14 02:36:19 - mmengine - INFO - Epoch(train) [57][3300/3757] lr: 8.8651e-02 eta: 2 days, 17:49:04 time: 0.3185 data_time: 0.0173 memory: 9201 grad_norm: 2.3302 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3701 loss: 3.3701 2022/08/14 02:36:51 - mmengine - INFO - Epoch(train) [57][3400/3757] lr: 8.8651e-02 eta: 2 days, 17:48:33 time: 0.3167 data_time: 0.0170 memory: 9201 grad_norm: 2.3129 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2635 loss: 3.2635 2022/08/14 02:37:23 - mmengine - INFO - Epoch(train) [57][3500/3757] lr: 8.8651e-02 eta: 2 days, 17:48:02 time: 0.3166 data_time: 0.0161 memory: 9201 grad_norm: 2.3361 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0725 loss: 3.0725 2022/08/14 02:37:55 - mmengine - INFO - Epoch(train) [57][3600/3757] lr: 8.8651e-02 eta: 2 days, 17:47:31 time: 0.3169 data_time: 0.0166 memory: 9201 grad_norm: 2.2662 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.9496 loss: 2.9496 2022/08/14 02:37:58 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 02:38:27 - mmengine - INFO - Epoch(train) [57][3700/3757] lr: 8.8651e-02 eta: 2 days, 17:47:01 time: 0.3216 data_time: 0.0165 memory: 9201 grad_norm: 2.2461 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1429 loss: 3.1429 2022/08/14 02:38:45 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 02:38:45 - mmengine - INFO - Epoch(train) [57][3757/3757] lr: 8.8651e-02 eta: 2 days, 17:46:49 time: 0.3117 data_time: 0.0160 memory: 9201 grad_norm: 2.2769 top1_acc: 0.5714 top5_acc: 0.7143 loss_cls: 2.8745 loss: 2.8745 2022/08/14 02:39:20 - mmengine - INFO - Epoch(train) [58][100/3757] lr: 8.8258e-02 eta: 2 days, 17:46:01 time: 0.3178 data_time: 0.0164 memory: 9201 grad_norm: 2.3508 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0339 loss: 3.0339 2022/08/14 02:39:52 - mmengine - INFO - Epoch(train) [58][200/3757] lr: 8.8258e-02 eta: 2 days, 17:45:30 time: 0.3183 data_time: 0.0176 memory: 9201 grad_norm: 2.2754 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0399 loss: 3.0399 2022/08/14 02:40:24 - mmengine - INFO - Epoch(train) [58][300/3757] lr: 8.8258e-02 eta: 2 days, 17:44:59 time: 0.3167 data_time: 0.0159 memory: 9201 grad_norm: 2.2673 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8611 loss: 2.8611 2022/08/14 02:40:55 - mmengine - INFO - Epoch(train) [58][400/3757] lr: 8.8258e-02 eta: 2 days, 17:44:28 time: 0.3166 data_time: 0.0159 memory: 9201 grad_norm: 2.2589 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0786 loss: 3.0786 2022/08/14 02:41:27 - mmengine - INFO - Epoch(train) [58][500/3757] lr: 8.8258e-02 eta: 2 days, 17:43:57 time: 0.3191 data_time: 0.0169 memory: 9201 grad_norm: 2.2653 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6773 loss: 2.6773 2022/08/14 02:41:59 - mmengine - INFO - Epoch(train) [58][600/3757] lr: 8.8258e-02 eta: 2 days, 17:43:26 time: 0.3174 data_time: 0.0173 memory: 9201 grad_norm: 2.3912 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5702 loss: 2.5702 2022/08/14 02:42:32 - mmengine - INFO - Epoch(train) [58][700/3757] lr: 8.8258e-02 eta: 2 days, 17:42:56 time: 0.3169 data_time: 0.0173 memory: 9201 grad_norm: 2.3487 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9138 loss: 2.9138 2022/08/14 02:43:03 - mmengine - INFO - Epoch(train) [58][800/3757] lr: 8.8258e-02 eta: 2 days, 17:42:25 time: 0.3180 data_time: 0.0178 memory: 9201 grad_norm: 2.2629 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9183 loss: 2.9183 2022/08/14 02:43:20 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 02:43:36 - mmengine - INFO - Epoch(train) [58][900/3757] lr: 8.8258e-02 eta: 2 days, 17:41:55 time: 0.3179 data_time: 0.0180 memory: 9201 grad_norm: 2.2362 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0461 loss: 3.0461 2022/08/14 02:44:08 - mmengine - INFO - Epoch(train) [58][1000/3757] lr: 8.8258e-02 eta: 2 days, 17:41:24 time: 0.3196 data_time: 0.0176 memory: 9201 grad_norm: 2.3536 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.8819 loss: 2.8819 2022/08/14 02:44:40 - mmengine - INFO - Epoch(train) [58][1100/3757] lr: 8.8258e-02 eta: 2 days, 17:40:53 time: 0.3196 data_time: 0.0185 memory: 9201 grad_norm: 2.2734 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3196 loss: 3.3196 2022/08/14 02:45:11 - mmengine - INFO - Epoch(train) [58][1200/3757] lr: 8.8258e-02 eta: 2 days, 17:40:22 time: 0.3171 data_time: 0.0167 memory: 9201 grad_norm: 2.3441 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.4577 loss: 3.4577 2022/08/14 02:45:43 - mmengine - INFO - Epoch(train) [58][1300/3757] lr: 8.8258e-02 eta: 2 days, 17:39:51 time: 0.3175 data_time: 0.0174 memory: 9201 grad_norm: 2.2922 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0404 loss: 3.0404 2022/08/14 02:46:16 - mmengine - INFO - Epoch(train) [58][1400/3757] lr: 8.8258e-02 eta: 2 days, 17:39:21 time: 0.3211 data_time: 0.0190 memory: 9201 grad_norm: 2.2671 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0744 loss: 3.0744 2022/08/14 02:46:48 - mmengine - INFO - Epoch(train) [58][1500/3757] lr: 8.8258e-02 eta: 2 days, 17:38:50 time: 0.3165 data_time: 0.0167 memory: 9201 grad_norm: 2.3167 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2307 loss: 3.2307 2022/08/14 02:47:20 - mmengine - INFO - Epoch(train) [58][1600/3757] lr: 8.8258e-02 eta: 2 days, 17:38:20 time: 0.3220 data_time: 0.0186 memory: 9201 grad_norm: 2.3956 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1034 loss: 3.1034 2022/08/14 02:47:52 - mmengine - INFO - Epoch(train) [58][1700/3757] lr: 8.8258e-02 eta: 2 days, 17:37:49 time: 0.3175 data_time: 0.0171 memory: 9201 grad_norm: 2.3189 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4887 loss: 3.4887 2022/08/14 02:48:25 - mmengine - INFO - Epoch(train) [58][1800/3757] lr: 8.8258e-02 eta: 2 days, 17:37:24 time: 0.3175 data_time: 0.0169 memory: 9201 grad_norm: 2.2536 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9680 loss: 2.9680 2022/08/14 02:48:42 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 02:48:57 - mmengine - INFO - Epoch(train) [58][1900/3757] lr: 8.8258e-02 eta: 2 days, 17:36:53 time: 0.3198 data_time: 0.0176 memory: 9201 grad_norm: 2.2932 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9471 loss: 2.9471 2022/08/14 02:49:29 - mmengine - INFO - Epoch(train) [58][2000/3757] lr: 8.8258e-02 eta: 2 days, 17:36:22 time: 0.3179 data_time: 0.0187 memory: 9201 grad_norm: 2.2735 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0008 loss: 3.0008 2022/08/14 02:50:01 - mmengine - INFO - Epoch(train) [58][2100/3757] lr: 8.8258e-02 eta: 2 days, 17:35:51 time: 0.3177 data_time: 0.0165 memory: 9201 grad_norm: 2.2848 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1357 loss: 3.1357 2022/08/14 02:50:33 - mmengine - INFO - Epoch(train) [58][2200/3757] lr: 8.8258e-02 eta: 2 days, 17:35:21 time: 0.3179 data_time: 0.0169 memory: 9201 grad_norm: 2.2941 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3015 loss: 3.3015 2022/08/14 02:51:05 - mmengine - INFO - Epoch(train) [58][2300/3757] lr: 8.8258e-02 eta: 2 days, 17:34:50 time: 0.3225 data_time: 0.0159 memory: 9201 grad_norm: 2.3417 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3751 loss: 3.3751 2022/08/14 02:51:37 - mmengine - INFO - Epoch(train) [58][2400/3757] lr: 8.8258e-02 eta: 2 days, 17:34:19 time: 0.3177 data_time: 0.0159 memory: 9201 grad_norm: 2.2829 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.3437 loss: 3.3437 2022/08/14 02:52:09 - mmengine - INFO - Epoch(train) [58][2500/3757] lr: 8.8258e-02 eta: 2 days, 17:33:48 time: 0.3190 data_time: 0.0177 memory: 9201 grad_norm: 2.3027 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.3482 loss: 3.3482 2022/08/14 02:52:41 - mmengine - INFO - Epoch(train) [58][2600/3757] lr: 8.8258e-02 eta: 2 days, 17:33:17 time: 0.3181 data_time: 0.0171 memory: 9201 grad_norm: 2.2824 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0011 loss: 3.0011 2022/08/14 02:53:13 - mmengine - INFO - Epoch(train) [58][2700/3757] lr: 8.8258e-02 eta: 2 days, 17:32:46 time: 0.3167 data_time: 0.0164 memory: 9201 grad_norm: 2.2986 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0291 loss: 3.0291 2022/08/14 02:53:45 - mmengine - INFO - Epoch(train) [58][2800/3757] lr: 8.8258e-02 eta: 2 days, 17:32:15 time: 0.3162 data_time: 0.0164 memory: 9201 grad_norm: 2.2550 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8818 loss: 2.8818 2022/08/14 02:54:02 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 02:54:17 - mmengine - INFO - Epoch(train) [58][2900/3757] lr: 8.8258e-02 eta: 2 days, 17:31:44 time: 0.3176 data_time: 0.0179 memory: 9201 grad_norm: 2.3000 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0746 loss: 3.0746 2022/08/14 02:54:49 - mmengine - INFO - Epoch(train) [58][3000/3757] lr: 8.8258e-02 eta: 2 days, 17:31:14 time: 0.3273 data_time: 0.0175 memory: 9201 grad_norm: 2.2423 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8865 loss: 2.8865 2022/08/14 02:55:21 - mmengine - INFO - Epoch(train) [58][3100/3757] lr: 8.8258e-02 eta: 2 days, 17:30:43 time: 0.3168 data_time: 0.0156 memory: 9201 grad_norm: 2.3095 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1858 loss: 3.1858 2022/08/14 02:55:53 - mmengine - INFO - Epoch(train) [58][3200/3757] lr: 8.8258e-02 eta: 2 days, 17:30:12 time: 0.3188 data_time: 0.0159 memory: 9201 grad_norm: 2.2686 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2635 loss: 3.2635 2022/08/14 02:56:25 - mmengine - INFO - Epoch(train) [58][3300/3757] lr: 8.8258e-02 eta: 2 days, 17:29:41 time: 0.3168 data_time: 0.0166 memory: 9201 grad_norm: 2.2498 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2413 loss: 3.2413 2022/08/14 02:56:57 - mmengine - INFO - Epoch(train) [58][3400/3757] lr: 8.8258e-02 eta: 2 days, 17:29:11 time: 0.3199 data_time: 0.0179 memory: 9201 grad_norm: 2.3135 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1560 loss: 3.1560 2022/08/14 02:57:29 - mmengine - INFO - Epoch(train) [58][3500/3757] lr: 8.8258e-02 eta: 2 days, 17:28:40 time: 0.3176 data_time: 0.0182 memory: 9201 grad_norm: 2.2583 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1255 loss: 3.1255 2022/08/14 02:58:01 - mmengine - INFO - Epoch(train) [58][3600/3757] lr: 8.8258e-02 eta: 2 days, 17:28:09 time: 0.3187 data_time: 0.0168 memory: 9201 grad_norm: 2.3295 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.1803 loss: 3.1803 2022/08/14 02:58:33 - mmengine - INFO - Epoch(train) [58][3700/3757] lr: 8.8258e-02 eta: 2 days, 17:27:38 time: 0.3177 data_time: 0.0172 memory: 9201 grad_norm: 2.3271 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0354 loss: 3.0354 2022/08/14 02:58:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 02:58:52 - mmengine - INFO - Epoch(train) [58][3757/3757] lr: 8.8258e-02 eta: 2 days, 17:27:27 time: 0.3019 data_time: 0.0165 memory: 9201 grad_norm: 2.3067 top1_acc: 0.0000 top5_acc: 0.5714 loss_cls: 3.1412 loss: 3.1412 2022/08/14 02:59:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 02:59:25 - mmengine - INFO - Epoch(train) [59][100/3757] lr: 8.7860e-02 eta: 2 days, 17:26:38 time: 0.3185 data_time: 0.0175 memory: 9201 grad_norm: 2.2526 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9481 loss: 2.9481 2022/08/14 02:59:57 - mmengine - INFO - Epoch(train) [59][200/3757] lr: 8.7860e-02 eta: 2 days, 17:26:08 time: 0.3191 data_time: 0.0181 memory: 9201 grad_norm: 2.3698 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9921 loss: 2.9921 2022/08/14 03:00:29 - mmengine - INFO - Epoch(train) [59][300/3757] lr: 8.7860e-02 eta: 2 days, 17:25:37 time: 0.3183 data_time: 0.0177 memory: 9201 grad_norm: 2.3121 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2169 loss: 3.2169 2022/08/14 03:01:01 - mmengine - INFO - Epoch(train) [59][400/3757] lr: 8.7860e-02 eta: 2 days, 17:25:05 time: 0.3180 data_time: 0.0172 memory: 9201 grad_norm: 2.3110 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0443 loss: 3.0443 2022/08/14 03:01:33 - mmengine - INFO - Epoch(train) [59][500/3757] lr: 8.7860e-02 eta: 2 days, 17:24:34 time: 0.3184 data_time: 0.0165 memory: 9201 grad_norm: 2.3252 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2928 loss: 3.2928 2022/08/14 03:02:05 - mmengine - INFO - Epoch(train) [59][600/3757] lr: 8.7860e-02 eta: 2 days, 17:24:04 time: 0.3170 data_time: 0.0167 memory: 9201 grad_norm: 2.2699 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1658 loss: 3.1658 2022/08/14 03:02:37 - mmengine - INFO - Epoch(train) [59][700/3757] lr: 8.7860e-02 eta: 2 days, 17:23:33 time: 0.3197 data_time: 0.0184 memory: 9201 grad_norm: 2.3293 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.3126 loss: 3.3126 2022/08/14 03:03:09 - mmengine - INFO - Epoch(train) [59][800/3757] lr: 8.7860e-02 eta: 2 days, 17:23:01 time: 0.3180 data_time: 0.0179 memory: 9201 grad_norm: 2.3148 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0601 loss: 3.0601 2022/08/14 03:03:41 - mmengine - INFO - Epoch(train) [59][900/3757] lr: 8.7860e-02 eta: 2 days, 17:22:30 time: 0.3196 data_time: 0.0185 memory: 9201 grad_norm: 2.3030 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9457 loss: 2.9457 2022/08/14 03:04:13 - mmengine - INFO - Epoch(train) [59][1000/3757] lr: 8.7860e-02 eta: 2 days, 17:21:59 time: 0.3168 data_time: 0.0171 memory: 9201 grad_norm: 2.3053 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0196 loss: 3.0196 2022/08/14 03:04:43 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 03:04:45 - mmengine - INFO - Epoch(train) [59][1100/3757] lr: 8.7860e-02 eta: 2 days, 17:21:28 time: 0.3182 data_time: 0.0169 memory: 9201 grad_norm: 2.2830 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1051 loss: 3.1051 2022/08/14 03:05:17 - mmengine - INFO - Epoch(train) [59][1200/3757] lr: 8.7860e-02 eta: 2 days, 17:20:57 time: 0.3187 data_time: 0.0165 memory: 9201 grad_norm: 2.2759 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0841 loss: 3.0841 2022/08/14 03:05:49 - mmengine - INFO - Epoch(train) [59][1300/3757] lr: 8.7860e-02 eta: 2 days, 17:20:26 time: 0.3184 data_time: 0.0176 memory: 9201 grad_norm: 2.3668 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3532 loss: 3.3532 2022/08/14 03:06:21 - mmengine - INFO - Epoch(train) [59][1400/3757] lr: 8.7860e-02 eta: 2 days, 17:19:55 time: 0.3211 data_time: 0.0175 memory: 9201 grad_norm: 2.3339 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9624 loss: 2.9624 2022/08/14 03:06:53 - mmengine - INFO - Epoch(train) [59][1500/3757] lr: 8.7860e-02 eta: 2 days, 17:19:25 time: 0.3185 data_time: 0.0182 memory: 9201 grad_norm: 2.2812 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8958 loss: 2.8958 2022/08/14 03:07:25 - mmengine - INFO - Epoch(train) [59][1600/3757] lr: 8.7860e-02 eta: 2 days, 17:18:54 time: 0.3190 data_time: 0.0184 memory: 9201 grad_norm: 2.2197 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.0287 loss: 3.0287 2022/08/14 03:07:57 - mmengine - INFO - Epoch(train) [59][1700/3757] lr: 8.7860e-02 eta: 2 days, 17:18:23 time: 0.3173 data_time: 0.0171 memory: 9201 grad_norm: 2.2688 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0568 loss: 3.0568 2022/08/14 03:08:29 - mmengine - INFO - Epoch(train) [59][1800/3757] lr: 8.7860e-02 eta: 2 days, 17:17:53 time: 0.3303 data_time: 0.0180 memory: 9201 grad_norm: 2.2715 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.0524 loss: 3.0524 2022/08/14 03:09:01 - mmengine - INFO - Epoch(train) [59][1900/3757] lr: 8.7860e-02 eta: 2 days, 17:17:22 time: 0.3215 data_time: 0.0175 memory: 9201 grad_norm: 2.3182 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1454 loss: 3.1454 2022/08/14 03:09:33 - mmengine - INFO - Epoch(train) [59][2000/3757] lr: 8.7860e-02 eta: 2 days, 17:16:51 time: 0.3193 data_time: 0.0172 memory: 9201 grad_norm: 2.3258 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0644 loss: 3.0644 2022/08/14 03:10:03 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 03:10:05 - mmengine - INFO - Epoch(train) [59][2100/3757] lr: 8.7860e-02 eta: 2 days, 17:16:21 time: 0.3201 data_time: 0.0186 memory: 9201 grad_norm: 2.2683 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2437 loss: 3.2437 2022/08/14 03:10:37 - mmengine - INFO - Epoch(train) [59][2200/3757] lr: 8.7860e-02 eta: 2 days, 17:15:50 time: 0.3212 data_time: 0.0178 memory: 9201 grad_norm: 2.2062 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0480 loss: 3.0480 2022/08/14 03:11:09 - mmengine - INFO - Epoch(train) [59][2300/3757] lr: 8.7860e-02 eta: 2 days, 17:15:20 time: 0.3196 data_time: 0.0173 memory: 9201 grad_norm: 2.2514 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0002 loss: 3.0002 2022/08/14 03:11:41 - mmengine - INFO - Epoch(train) [59][2400/3757] lr: 8.7860e-02 eta: 2 days, 17:14:49 time: 0.3203 data_time: 0.0171 memory: 9201 grad_norm: 2.3156 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8721 loss: 2.8721 2022/08/14 03:12:13 - mmengine - INFO - Epoch(train) [59][2500/3757] lr: 8.7860e-02 eta: 2 days, 17:14:17 time: 0.3168 data_time: 0.0163 memory: 9201 grad_norm: 2.3460 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2649 loss: 3.2649 2022/08/14 03:12:45 - mmengine - INFO - Epoch(train) [59][2600/3757] lr: 8.7860e-02 eta: 2 days, 17:13:46 time: 0.3181 data_time: 0.0182 memory: 9201 grad_norm: 2.2762 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0898 loss: 3.0898 2022/08/14 03:13:17 - mmengine - INFO - Epoch(train) [59][2700/3757] lr: 8.7860e-02 eta: 2 days, 17:13:15 time: 0.3182 data_time: 0.0173 memory: 9201 grad_norm: 2.2921 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.9316 loss: 2.9316 2022/08/14 03:13:49 - mmengine - INFO - Epoch(train) [59][2800/3757] lr: 8.7860e-02 eta: 2 days, 17:12:44 time: 0.3179 data_time: 0.0178 memory: 9201 grad_norm: 2.2306 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1911 loss: 3.1911 2022/08/14 03:14:21 - mmengine - INFO - Epoch(train) [59][2900/3757] lr: 8.7860e-02 eta: 2 days, 17:12:13 time: 0.3196 data_time: 0.0175 memory: 9201 grad_norm: 2.3165 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2930 loss: 3.2930 2022/08/14 03:14:53 - mmengine - INFO - Epoch(train) [59][3000/3757] lr: 8.7860e-02 eta: 2 days, 17:11:43 time: 0.3181 data_time: 0.0173 memory: 9201 grad_norm: 2.2961 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0290 loss: 3.0290 2022/08/14 03:15:23 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 03:15:25 - mmengine - INFO - Epoch(train) [59][3100/3757] lr: 8.7860e-02 eta: 2 days, 17:11:12 time: 0.3170 data_time: 0.0177 memory: 9201 grad_norm: 2.2440 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.9981 loss: 2.9981 2022/08/14 03:15:57 - mmengine - INFO - Epoch(train) [59][3200/3757] lr: 8.7860e-02 eta: 2 days, 17:10:41 time: 0.3179 data_time: 0.0167 memory: 9201 grad_norm: 2.3276 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1244 loss: 3.1244 2022/08/14 03:16:29 - mmengine - INFO - Epoch(train) [59][3300/3757] lr: 8.7860e-02 eta: 2 days, 17:10:10 time: 0.3180 data_time: 0.0172 memory: 9201 grad_norm: 2.3027 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0000 loss: 3.0000 2022/08/14 03:17:01 - mmengine - INFO - Epoch(train) [59][3400/3757] lr: 8.7860e-02 eta: 2 days, 17:09:39 time: 0.3195 data_time: 0.0181 memory: 9201 grad_norm: 2.2823 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5156 loss: 3.5156 2022/08/14 03:17:33 - mmengine - INFO - Epoch(train) [59][3500/3757] lr: 8.7860e-02 eta: 2 days, 17:09:09 time: 0.3175 data_time: 0.0164 memory: 9201 grad_norm: 2.2666 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0490 loss: 3.0490 2022/08/14 03:18:05 - mmengine - INFO - Epoch(train) [59][3600/3757] lr: 8.7860e-02 eta: 2 days, 17:08:38 time: 0.3184 data_time: 0.0176 memory: 9201 grad_norm: 2.3138 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.3712 loss: 3.3712 2022/08/14 03:18:37 - mmengine - INFO - Epoch(train) [59][3700/3757] lr: 8.7860e-02 eta: 2 days, 17:08:07 time: 0.3182 data_time: 0.0165 memory: 9201 grad_norm: 2.2795 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0184 loss: 3.0184 2022/08/14 03:18:55 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 03:18:55 - mmengine - INFO - Epoch(train) [59][3757/3757] lr: 8.7860e-02 eta: 2 days, 17:07:55 time: 0.3027 data_time: 0.0167 memory: 9201 grad_norm: 2.2565 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 3.4539 loss: 3.4539 2022/08/14 03:19:29 - mmengine - INFO - Epoch(train) [60][100/3757] lr: 8.7457e-02 eta: 2 days, 17:07:08 time: 0.3194 data_time: 0.0171 memory: 9201 grad_norm: 2.2801 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.9587 loss: 2.9587 2022/08/14 03:20:01 - mmengine - INFO - Epoch(train) [60][200/3757] lr: 8.7457e-02 eta: 2 days, 17:06:36 time: 0.3199 data_time: 0.0173 memory: 9201 grad_norm: 2.3235 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9519 loss: 2.9519 2022/08/14 03:20:33 - mmengine - INFO - Epoch(train) [60][300/3757] lr: 8.7457e-02 eta: 2 days, 17:06:06 time: 0.3200 data_time: 0.0165 memory: 9201 grad_norm: 2.2851 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0592 loss: 3.0592 2022/08/14 03:20:45 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 03:21:05 - mmengine - INFO - Epoch(train) [60][400/3757] lr: 8.7457e-02 eta: 2 days, 17:05:35 time: 0.3171 data_time: 0.0161 memory: 9201 grad_norm: 2.2966 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8112 loss: 2.8112 2022/08/14 03:21:37 - mmengine - INFO - Epoch(train) [60][500/3757] lr: 8.7457e-02 eta: 2 days, 17:05:03 time: 0.3159 data_time: 0.0166 memory: 9201 grad_norm: 2.3673 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1127 loss: 3.1127 2022/08/14 03:22:09 - mmengine - INFO - Epoch(train) [60][600/3757] lr: 8.7457e-02 eta: 2 days, 17:04:33 time: 0.3188 data_time: 0.0187 memory: 9201 grad_norm: 2.3232 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9799 loss: 2.9799 2022/08/14 03:22:41 - mmengine - INFO - Epoch(train) [60][700/3757] lr: 8.7457e-02 eta: 2 days, 17:04:01 time: 0.3175 data_time: 0.0166 memory: 9201 grad_norm: 2.3084 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2985 loss: 3.2985 2022/08/14 03:23:13 - mmengine - INFO - Epoch(train) [60][800/3757] lr: 8.7457e-02 eta: 2 days, 17:03:30 time: 0.3162 data_time: 0.0163 memory: 9201 grad_norm: 2.3317 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1958 loss: 3.1958 2022/08/14 03:23:45 - mmengine - INFO - Epoch(train) [60][900/3757] lr: 8.7457e-02 eta: 2 days, 17:03:00 time: 0.3182 data_time: 0.0166 memory: 9201 grad_norm: 2.2964 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7753 loss: 2.7753 2022/08/14 03:24:17 - mmengine - INFO - Epoch(train) [60][1000/3757] lr: 8.7457e-02 eta: 2 days, 17:02:29 time: 0.3179 data_time: 0.0182 memory: 9201 grad_norm: 2.2789 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3114 loss: 3.3114 2022/08/14 03:24:49 - mmengine - INFO - Epoch(train) [60][1100/3757] lr: 8.7457e-02 eta: 2 days, 17:01:58 time: 0.3176 data_time: 0.0167 memory: 9201 grad_norm: 2.2376 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1937 loss: 3.1937 2022/08/14 03:25:21 - mmengine - INFO - Epoch(train) [60][1200/3757] lr: 8.7457e-02 eta: 2 days, 17:01:27 time: 0.3193 data_time: 0.0181 memory: 9201 grad_norm: 2.2714 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.3083 loss: 3.3083 2022/08/14 03:25:53 - mmengine - INFO - Epoch(train) [60][1300/3757] lr: 8.7457e-02 eta: 2 days, 17:00:56 time: 0.3169 data_time: 0.0168 memory: 9201 grad_norm: 2.2995 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2240 loss: 3.2240 2022/08/14 03:26:05 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 03:26:25 - mmengine - INFO - Epoch(train) [60][1400/3757] lr: 8.7457e-02 eta: 2 days, 17:00:25 time: 0.3162 data_time: 0.0168 memory: 9201 grad_norm: 2.3196 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2508 loss: 3.2508 2022/08/14 03:26:57 - mmengine - INFO - Epoch(train) [60][1500/3757] lr: 8.7457e-02 eta: 2 days, 16:59:54 time: 0.3156 data_time: 0.0163 memory: 9201 grad_norm: 2.3078 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9189 loss: 2.9189 2022/08/14 03:27:29 - mmengine - INFO - Epoch(train) [60][1600/3757] lr: 8.7457e-02 eta: 2 days, 16:59:23 time: 0.3175 data_time: 0.0167 memory: 9201 grad_norm: 2.3754 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7675 loss: 2.7675 2022/08/14 03:28:01 - mmengine - INFO - Epoch(train) [60][1700/3757] lr: 8.7457e-02 eta: 2 days, 16:58:52 time: 0.3216 data_time: 0.0165 memory: 9201 grad_norm: 2.2964 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2697 loss: 3.2697 2022/08/14 03:28:33 - mmengine - INFO - Epoch(train) [60][1800/3757] lr: 8.7457e-02 eta: 2 days, 16:58:21 time: 0.3196 data_time: 0.0176 memory: 9201 grad_norm: 2.2989 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0030 loss: 3.0030 2022/08/14 03:29:05 - mmengine - INFO - Epoch(train) [60][1900/3757] lr: 8.7457e-02 eta: 2 days, 16:57:50 time: 0.3181 data_time: 0.0170 memory: 9201 grad_norm: 2.2880 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0012 loss: 3.0012 2022/08/14 03:29:37 - mmengine - INFO - Epoch(train) [60][2000/3757] lr: 8.7457e-02 eta: 2 days, 16:57:19 time: 0.3178 data_time: 0.0167 memory: 9201 grad_norm: 2.3051 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1108 loss: 3.1108 2022/08/14 03:30:09 - mmengine - INFO - Epoch(train) [60][2100/3757] lr: 8.7457e-02 eta: 2 days, 16:56:48 time: 0.3179 data_time: 0.0175 memory: 9201 grad_norm: 2.3284 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8698 loss: 2.8698 2022/08/14 03:30:41 - mmengine - INFO - Epoch(train) [60][2200/3757] lr: 8.7457e-02 eta: 2 days, 16:56:17 time: 0.3202 data_time: 0.0184 memory: 9201 grad_norm: 2.2744 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4744 loss: 3.4744 2022/08/14 03:31:13 - mmengine - INFO - Epoch(train) [60][2300/3757] lr: 8.7457e-02 eta: 2 days, 16:55:46 time: 0.3193 data_time: 0.0178 memory: 9201 grad_norm: 2.3004 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1368 loss: 3.1368 2022/08/14 03:31:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 03:31:45 - mmengine - INFO - Epoch(train) [60][2400/3757] lr: 8.7457e-02 eta: 2 days, 16:55:15 time: 0.3181 data_time: 0.0171 memory: 9201 grad_norm: 2.3190 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4129 loss: 3.4129 2022/08/14 03:32:17 - mmengine - INFO - Epoch(train) [60][2500/3757] lr: 8.7457e-02 eta: 2 days, 16:54:43 time: 0.3177 data_time: 0.0159 memory: 9201 grad_norm: 2.3180 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0041 loss: 3.0041 2022/08/14 03:32:48 - mmengine - INFO - Epoch(train) [60][2600/3757] lr: 8.7457e-02 eta: 2 days, 16:54:12 time: 0.3167 data_time: 0.0168 memory: 9201 grad_norm: 2.2532 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9965 loss: 2.9965 2022/08/14 03:33:20 - mmengine - INFO - Epoch(train) [60][2700/3757] lr: 8.7457e-02 eta: 2 days, 16:53:41 time: 0.3181 data_time: 0.0168 memory: 9201 grad_norm: 2.3521 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1539 loss: 3.1539 2022/08/14 03:33:52 - mmengine - INFO - Epoch(train) [60][2800/3757] lr: 8.7457e-02 eta: 2 days, 16:53:10 time: 0.3229 data_time: 0.0178 memory: 9201 grad_norm: 2.3008 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9782 loss: 2.9782 2022/08/14 03:34:24 - mmengine - INFO - Epoch(train) [60][2900/3757] lr: 8.7457e-02 eta: 2 days, 16:52:40 time: 0.3160 data_time: 0.0167 memory: 9201 grad_norm: 2.3801 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8765 loss: 2.8765 2022/08/14 03:34:56 - mmengine - INFO - Epoch(train) [60][3000/3757] lr: 8.7457e-02 eta: 2 days, 16:52:08 time: 0.3170 data_time: 0.0189 memory: 9201 grad_norm: 2.2883 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7080 loss: 2.7080 2022/08/14 03:35:28 - mmengine - INFO - Epoch(train) [60][3100/3757] lr: 8.7457e-02 eta: 2 days, 16:51:37 time: 0.3178 data_time: 0.0178 memory: 9201 grad_norm: 2.3257 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.4151 loss: 3.4151 2022/08/14 03:36:00 - mmengine - INFO - Epoch(train) [60][3200/3757] lr: 8.7457e-02 eta: 2 days, 16:51:07 time: 0.3180 data_time: 0.0164 memory: 9201 grad_norm: 2.3284 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1591 loss: 3.1591 2022/08/14 03:36:32 - mmengine - INFO - Epoch(train) [60][3300/3757] lr: 8.7457e-02 eta: 2 days, 16:50:36 time: 0.3206 data_time: 0.0183 memory: 9201 grad_norm: 2.4039 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4738 loss: 3.4738 2022/08/14 03:36:44 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 03:37:04 - mmengine - INFO - Epoch(train) [60][3400/3757] lr: 8.7457e-02 eta: 2 days, 16:50:05 time: 0.3195 data_time: 0.0191 memory: 9201 grad_norm: 2.2550 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3979 loss: 3.3979 2022/08/14 03:37:37 - mmengine - INFO - Epoch(train) [60][3500/3757] lr: 8.7457e-02 eta: 2 days, 16:49:35 time: 0.3185 data_time: 0.0171 memory: 9201 grad_norm: 2.2859 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9022 loss: 2.9022 2022/08/14 03:38:09 - mmengine - INFO - Epoch(train) [60][3600/3757] lr: 8.7457e-02 eta: 2 days, 16:49:04 time: 0.3180 data_time: 0.0179 memory: 9201 grad_norm: 2.3497 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0503 loss: 3.0503 2022/08/14 03:38:41 - mmengine - INFO - Epoch(train) [60][3700/3757] lr: 8.7457e-02 eta: 2 days, 16:48:33 time: 0.3181 data_time: 0.0174 memory: 9201 grad_norm: 2.2056 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.9516 loss: 2.9516 2022/08/14 03:38:58 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 03:38:58 - mmengine - INFO - Epoch(train) [60][3757/3757] lr: 8.7457e-02 eta: 2 days, 16:48:21 time: 0.2988 data_time: 0.0141 memory: 9201 grad_norm: 2.2859 top1_acc: 0.1429 top5_acc: 0.5714 loss_cls: 3.1203 loss: 3.1203 2022/08/14 03:38:59 - mmengine - INFO - Saving checkpoint at 60 epochs 2022/08/14 03:39:24 - mmengine - INFO - Epoch(val) [60][100/310] eta: 0:00:50 time: 0.2425 data_time: 0.1326 memory: 1522 2022/08/14 03:39:45 - mmengine - INFO - Epoch(val) [60][200/310] eta: 0:00:21 time: 0.1911 data_time: 0.0829 memory: 1522 2022/08/14 03:40:05 - mmengine - INFO - Epoch(val) [60][300/310] eta: 0:00:01 time: 0.1622 data_time: 0.0630 memory: 1522 2022/08/14 03:40:07 - mmengine - INFO - Epoch(val) [60][310/310] acc/top1: 0.3786 acc/top5: 0.6594 acc/mean1: 0.3784 2022/08/14 03:40:07 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb/best_acc/top1_epoch_51.pth is removed 2022/08/14 03:40:09 - mmengine - INFO - The best checkpoint with 0.3786 acc/top1 at 61 epoch is saved to best_acc/top1_epoch_61.pth. 2022/08/14 03:40:43 - mmengine - INFO - Epoch(train) [61][100/3757] lr: 8.7048e-02 eta: 2 days, 16:47:32 time: 0.3217 data_time: 0.0164 memory: 9201 grad_norm: 2.3470 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0058 loss: 3.0058 2022/08/14 03:41:15 - mmengine - INFO - Epoch(train) [61][200/3757] lr: 8.7048e-02 eta: 2 days, 16:47:00 time: 0.3179 data_time: 0.0174 memory: 9201 grad_norm: 2.3077 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8367 loss: 2.8367 2022/08/14 03:41:47 - mmengine - INFO - Epoch(train) [61][300/3757] lr: 8.7048e-02 eta: 2 days, 16:46:30 time: 0.3185 data_time: 0.0161 memory: 9201 grad_norm: 2.3621 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0197 loss: 3.0197 2022/08/14 03:42:19 - mmengine - INFO - Epoch(train) [61][400/3757] lr: 8.7048e-02 eta: 2 days, 16:45:58 time: 0.3175 data_time: 0.0172 memory: 9201 grad_norm: 2.3146 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6809 loss: 2.6809 2022/08/14 03:42:51 - mmengine - INFO - Epoch(train) [61][500/3757] lr: 8.7048e-02 eta: 2 days, 16:45:27 time: 0.3141 data_time: 0.0163 memory: 9201 grad_norm: 2.3568 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2504 loss: 3.2504 2022/08/14 03:43:16 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 03:43:23 - mmengine - INFO - Epoch(train) [61][600/3757] lr: 8.7048e-02 eta: 2 days, 16:44:56 time: 0.3178 data_time: 0.0182 memory: 9201 grad_norm: 2.4180 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0842 loss: 3.0842 2022/08/14 03:43:54 - mmengine - INFO - Epoch(train) [61][700/3757] lr: 8.7048e-02 eta: 2 days, 16:44:25 time: 0.3180 data_time: 0.0172 memory: 9201 grad_norm: 2.3593 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1383 loss: 3.1383 2022/08/14 03:44:26 - mmengine - INFO - Epoch(train) [61][800/3757] lr: 8.7048e-02 eta: 2 days, 16:43:54 time: 0.3211 data_time: 0.0171 memory: 9201 grad_norm: 2.2545 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2286 loss: 3.2286 2022/08/14 03:44:58 - mmengine - INFO - Epoch(train) [61][900/3757] lr: 8.7048e-02 eta: 2 days, 16:43:23 time: 0.3173 data_time: 0.0167 memory: 9201 grad_norm: 2.3590 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1687 loss: 3.1687 2022/08/14 03:45:30 - mmengine - INFO - Epoch(train) [61][1000/3757] lr: 8.7048e-02 eta: 2 days, 16:42:51 time: 0.3173 data_time: 0.0160 memory: 9201 grad_norm: 2.2524 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1297 loss: 3.1297 2022/08/14 03:46:02 - mmengine - INFO - Epoch(train) [61][1100/3757] lr: 8.7048e-02 eta: 2 days, 16:42:20 time: 0.3236 data_time: 0.0181 memory: 9201 grad_norm: 2.3343 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9198 loss: 2.9198 2022/08/14 03:46:34 - mmengine - INFO - Epoch(train) [61][1200/3757] lr: 8.7048e-02 eta: 2 days, 16:41:49 time: 0.3170 data_time: 0.0164 memory: 9201 grad_norm: 2.2894 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2214 loss: 3.2214 2022/08/14 03:47:06 - mmengine - INFO - Epoch(train) [61][1300/3757] lr: 8.7048e-02 eta: 2 days, 16:41:18 time: 0.3190 data_time: 0.0179 memory: 9201 grad_norm: 2.3096 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2372 loss: 3.2372 2022/08/14 03:47:38 - mmengine - INFO - Epoch(train) [61][1400/3757] lr: 8.7048e-02 eta: 2 days, 16:40:47 time: 0.3174 data_time: 0.0170 memory: 9201 grad_norm: 2.3275 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1455 loss: 3.1455 2022/08/14 03:48:10 - mmengine - INFO - Epoch(train) [61][1500/3757] lr: 8.7048e-02 eta: 2 days, 16:40:16 time: 0.3189 data_time: 0.0175 memory: 9201 grad_norm: 2.4038 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4086 loss: 3.4086 2022/08/14 03:48:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 03:48:42 - mmengine - INFO - Epoch(train) [61][1600/3757] lr: 8.7048e-02 eta: 2 days, 16:39:45 time: 0.3207 data_time: 0.0179 memory: 9201 grad_norm: 2.3451 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2226 loss: 3.2226 2022/08/14 03:49:14 - mmengine - INFO - Epoch(train) [61][1700/3757] lr: 8.7048e-02 eta: 2 days, 16:39:14 time: 0.3178 data_time: 0.0166 memory: 9201 grad_norm: 2.3427 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1666 loss: 3.1666 2022/08/14 03:49:46 - mmengine - INFO - Epoch(train) [61][1800/3757] lr: 8.7048e-02 eta: 2 days, 16:38:43 time: 0.3188 data_time: 0.0181 memory: 9201 grad_norm: 2.3246 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2163 loss: 3.2163 2022/08/14 03:50:18 - mmengine - INFO - Epoch(train) [61][1900/3757] lr: 8.7048e-02 eta: 2 days, 16:38:12 time: 0.3171 data_time: 0.0170 memory: 9201 grad_norm: 2.2964 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1348 loss: 3.1348 2022/08/14 03:50:50 - mmengine - INFO - Epoch(train) [61][2000/3757] lr: 8.7048e-02 eta: 2 days, 16:37:41 time: 0.3181 data_time: 0.0175 memory: 9201 grad_norm: 2.3375 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9635 loss: 2.9635 2022/08/14 03:51:22 - mmengine - INFO - Epoch(train) [61][2100/3757] lr: 8.7048e-02 eta: 2 days, 16:37:10 time: 0.3198 data_time: 0.0168 memory: 9201 grad_norm: 2.3372 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1367 loss: 3.1367 2022/08/14 03:51:54 - mmengine - INFO - Epoch(train) [61][2200/3757] lr: 8.7048e-02 eta: 2 days, 16:36:39 time: 0.3176 data_time: 0.0175 memory: 9201 grad_norm: 2.3473 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9720 loss: 2.9720 2022/08/14 03:52:26 - mmengine - INFO - Epoch(train) [61][2300/3757] lr: 8.7048e-02 eta: 2 days, 16:36:07 time: 0.3166 data_time: 0.0169 memory: 9201 grad_norm: 2.3030 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5233 loss: 3.5233 2022/08/14 03:52:57 - mmengine - INFO - Epoch(train) [61][2400/3757] lr: 8.7048e-02 eta: 2 days, 16:35:36 time: 0.3171 data_time: 0.0170 memory: 9201 grad_norm: 2.3052 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9142 loss: 2.9142 2022/08/14 03:53:29 - mmengine - INFO - Epoch(train) [61][2500/3757] lr: 8.7048e-02 eta: 2 days, 16:35:05 time: 0.3180 data_time: 0.0172 memory: 9201 grad_norm: 2.2844 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9320 loss: 2.9320 2022/08/14 03:53:55 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 03:54:01 - mmengine - INFO - Epoch(train) [61][2600/3757] lr: 8.7048e-02 eta: 2 days, 16:34:34 time: 0.3204 data_time: 0.0173 memory: 9201 grad_norm: 2.2481 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2512 loss: 3.2512 2022/08/14 03:54:33 - mmengine - INFO - Epoch(train) [61][2700/3757] lr: 8.7048e-02 eta: 2 days, 16:34:03 time: 0.3178 data_time: 0.0174 memory: 9201 grad_norm: 2.2946 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0692 loss: 3.0692 2022/08/14 03:55:05 - mmengine - INFO - Epoch(train) [61][2800/3757] lr: 8.7048e-02 eta: 2 days, 16:33:32 time: 0.3188 data_time: 0.0167 memory: 9201 grad_norm: 2.2458 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7482 loss: 2.7482 2022/08/14 03:55:37 - mmengine - INFO - Epoch(train) [61][2900/3757] lr: 8.7048e-02 eta: 2 days, 16:33:01 time: 0.3177 data_time: 0.0186 memory: 9201 grad_norm: 2.3633 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3602 loss: 3.3602 2022/08/14 03:56:09 - mmengine - INFO - Epoch(train) [61][3000/3757] lr: 8.7048e-02 eta: 2 days, 16:32:30 time: 0.3181 data_time: 0.0165 memory: 9201 grad_norm: 2.2845 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.0019 loss: 3.0019 2022/08/14 03:56:41 - mmengine - INFO - Epoch(train) [61][3100/3757] lr: 8.7048e-02 eta: 2 days, 16:31:58 time: 0.3178 data_time: 0.0168 memory: 9201 grad_norm: 2.2915 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1094 loss: 3.1094 2022/08/14 03:57:13 - mmengine - INFO - Epoch(train) [61][3200/3757] lr: 8.7048e-02 eta: 2 days, 16:31:27 time: 0.3185 data_time: 0.0171 memory: 9201 grad_norm: 2.3584 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1808 loss: 3.1808 2022/08/14 03:57:45 - mmengine - INFO - Epoch(train) [61][3300/3757] lr: 8.7048e-02 eta: 2 days, 16:30:56 time: 0.3202 data_time: 0.0170 memory: 9201 grad_norm: 2.3131 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0914 loss: 3.0914 2022/08/14 03:58:17 - mmengine - INFO - Epoch(train) [61][3400/3757] lr: 8.7048e-02 eta: 2 days, 16:30:25 time: 0.3183 data_time: 0.0171 memory: 9201 grad_norm: 2.3095 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0130 loss: 3.0130 2022/08/14 03:58:49 - mmengine - INFO - Epoch(train) [61][3500/3757] lr: 8.7048e-02 eta: 2 days, 16:29:55 time: 0.3176 data_time: 0.0169 memory: 9201 grad_norm: 2.3654 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2509 loss: 3.2509 2022/08/14 03:59:15 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 03:59:21 - mmengine - INFO - Epoch(train) [61][3600/3757] lr: 8.7048e-02 eta: 2 days, 16:29:24 time: 0.3176 data_time: 0.0171 memory: 9201 grad_norm: 2.2934 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0081 loss: 3.0081 2022/08/14 03:59:53 - mmengine - INFO - Epoch(train) [61][3700/3757] lr: 8.7048e-02 eta: 2 days, 16:28:53 time: 0.3187 data_time: 0.0175 memory: 9201 grad_norm: 2.2403 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0223 loss: 3.0223 2022/08/14 04:00:11 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 04:00:11 - mmengine - INFO - Epoch(train) [61][3757/3757] lr: 8.7048e-02 eta: 2 days, 16:28:40 time: 0.3013 data_time: 0.0154 memory: 9201 grad_norm: 2.2731 top1_acc: 0.5714 top5_acc: 0.7143 loss_cls: 3.0291 loss: 3.0291 2022/08/14 04:00:45 - mmengine - INFO - Epoch(train) [62][100/3757] lr: 8.6633e-02 eta: 2 days, 16:27:53 time: 0.3176 data_time: 0.0174 memory: 9201 grad_norm: 2.3048 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2035 loss: 3.2035 2022/08/14 04:01:17 - mmengine - INFO - Epoch(train) [62][200/3757] lr: 8.6633e-02 eta: 2 days, 16:27:22 time: 0.3200 data_time: 0.0184 memory: 9201 grad_norm: 2.2577 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9453 loss: 2.9453 2022/08/14 04:01:49 - mmengine - INFO - Epoch(train) [62][300/3757] lr: 8.6633e-02 eta: 2 days, 16:26:51 time: 0.3190 data_time: 0.0174 memory: 9201 grad_norm: 2.3511 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.1146 loss: 3.1146 2022/08/14 04:02:21 - mmengine - INFO - Epoch(train) [62][400/3757] lr: 8.6633e-02 eta: 2 days, 16:26:20 time: 0.3176 data_time: 0.0167 memory: 9201 grad_norm: 2.2870 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.1304 loss: 3.1304 2022/08/14 04:02:53 - mmengine - INFO - Epoch(train) [62][500/3757] lr: 8.6633e-02 eta: 2 days, 16:25:50 time: 0.3170 data_time: 0.0158 memory: 9201 grad_norm: 2.3637 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1952 loss: 3.1952 2022/08/14 04:03:25 - mmengine - INFO - Epoch(train) [62][600/3757] lr: 8.6633e-02 eta: 2 days, 16:25:19 time: 0.3181 data_time: 0.0178 memory: 9201 grad_norm: 2.3603 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8992 loss: 2.8992 2022/08/14 04:03:57 - mmengine - INFO - Epoch(train) [62][700/3757] lr: 8.6633e-02 eta: 2 days, 16:24:48 time: 0.3180 data_time: 0.0171 memory: 9201 grad_norm: 2.2674 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.2055 loss: 3.2055 2022/08/14 04:04:29 - mmengine - INFO - Epoch(train) [62][800/3757] lr: 8.6633e-02 eta: 2 days, 16:24:17 time: 0.3183 data_time: 0.0180 memory: 9201 grad_norm: 2.3417 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1988 loss: 3.1988 2022/08/14 04:04:37 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 04:05:01 - mmengine - INFO - Epoch(train) [62][900/3757] lr: 8.6633e-02 eta: 2 days, 16:23:46 time: 0.3192 data_time: 0.0176 memory: 9201 grad_norm: 2.3255 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2739 loss: 3.2739 2022/08/14 04:05:33 - mmengine - INFO - Epoch(train) [62][1000/3757] lr: 8.6633e-02 eta: 2 days, 16:23:16 time: 0.3182 data_time: 0.0181 memory: 9201 grad_norm: 2.2679 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.1291 loss: 3.1291 2022/08/14 04:06:05 - mmengine - INFO - Epoch(train) [62][1100/3757] lr: 8.6633e-02 eta: 2 days, 16:22:44 time: 0.3193 data_time: 0.0165 memory: 9201 grad_norm: 2.3256 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.8183 loss: 2.8183 2022/08/14 04:06:37 - mmengine - INFO - Epoch(train) [62][1200/3757] lr: 8.6633e-02 eta: 2 days, 16:22:13 time: 0.3193 data_time: 0.0167 memory: 9201 grad_norm: 2.3348 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7769 loss: 2.7769 2022/08/14 04:07:09 - mmengine - INFO - Epoch(train) [62][1300/3757] lr: 8.6633e-02 eta: 2 days, 16:21:43 time: 0.3178 data_time: 0.0160 memory: 9201 grad_norm: 2.3551 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3539 loss: 3.3539 2022/08/14 04:07:41 - mmengine - INFO - Epoch(train) [62][1400/3757] lr: 8.6633e-02 eta: 2 days, 16:21:12 time: 0.3177 data_time: 0.0180 memory: 9201 grad_norm: 2.3284 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0879 loss: 3.0879 2022/08/14 04:08:13 - mmengine - INFO - Epoch(train) [62][1500/3757] lr: 8.6633e-02 eta: 2 days, 16:20:41 time: 0.3179 data_time: 0.0171 memory: 9201 grad_norm: 2.3217 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9806 loss: 2.9806 2022/08/14 04:08:45 - mmengine - INFO - Epoch(train) [62][1600/3757] lr: 8.6633e-02 eta: 2 days, 16:20:10 time: 0.3201 data_time: 0.0180 memory: 9201 grad_norm: 2.2487 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9852 loss: 2.9852 2022/08/14 04:09:17 - mmengine - INFO - Epoch(train) [62][1700/3757] lr: 8.6633e-02 eta: 2 days, 16:19:39 time: 0.3191 data_time: 0.0168 memory: 9201 grad_norm: 2.3325 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0922 loss: 3.0922 2022/08/14 04:09:49 - mmengine - INFO - Epoch(train) [62][1800/3757] lr: 8.6633e-02 eta: 2 days, 16:19:08 time: 0.3186 data_time: 0.0170 memory: 9201 grad_norm: 2.3281 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.0419 loss: 3.0419 2022/08/14 04:09:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 04:10:21 - mmengine - INFO - Epoch(train) [62][1900/3757] lr: 8.6633e-02 eta: 2 days, 16:18:37 time: 0.3184 data_time: 0.0163 memory: 9201 grad_norm: 2.2943 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9050 loss: 2.9050 2022/08/14 04:10:53 - mmengine - INFO - Epoch(train) [62][2000/3757] lr: 8.6633e-02 eta: 2 days, 16:18:07 time: 0.3193 data_time: 0.0174 memory: 9201 grad_norm: 2.3274 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.9620 loss: 2.9620 2022/08/14 04:11:25 - mmengine - INFO - Epoch(train) [62][2100/3757] lr: 8.6633e-02 eta: 2 days, 16:17:36 time: 0.3206 data_time: 0.0177 memory: 9201 grad_norm: 2.3246 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9876 loss: 2.9876 2022/08/14 04:11:57 - mmengine - INFO - Epoch(train) [62][2200/3757] lr: 8.6633e-02 eta: 2 days, 16:17:05 time: 0.3195 data_time: 0.0177 memory: 9201 grad_norm: 2.3507 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6791 loss: 2.6791 2022/08/14 04:12:29 - mmengine - INFO - Epoch(train) [62][2300/3757] lr: 8.6633e-02 eta: 2 days, 16:16:34 time: 0.3178 data_time: 0.0172 memory: 9201 grad_norm: 2.3729 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9814 loss: 2.9814 2022/08/14 04:13:01 - mmengine - INFO - Epoch(train) [62][2400/3757] lr: 8.6633e-02 eta: 2 days, 16:16:03 time: 0.3169 data_time: 0.0165 memory: 9201 grad_norm: 2.3853 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0274 loss: 3.0274 2022/08/14 04:13:33 - mmengine - INFO - Epoch(train) [62][2500/3757] lr: 8.6633e-02 eta: 2 days, 16:15:32 time: 0.3179 data_time: 0.0170 memory: 9201 grad_norm: 2.2325 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0572 loss: 3.0572 2022/08/14 04:14:05 - mmengine - INFO - Epoch(train) [62][2600/3757] lr: 8.6633e-02 eta: 2 days, 16:15:01 time: 0.3182 data_time: 0.0165 memory: 9201 grad_norm: 2.3190 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0236 loss: 3.0236 2022/08/14 04:14:37 - mmengine - INFO - Epoch(train) [62][2700/3757] lr: 8.6633e-02 eta: 2 days, 16:14:30 time: 0.3189 data_time: 0.0166 memory: 9201 grad_norm: 2.3102 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9459 loss: 2.9459 2022/08/14 04:15:09 - mmengine - INFO - Epoch(train) [62][2800/3757] lr: 8.6633e-02 eta: 2 days, 16:13:59 time: 0.3168 data_time: 0.0167 memory: 9201 grad_norm: 2.3310 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9018 loss: 2.9018 2022/08/14 04:15:17 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 04:15:41 - mmengine - INFO - Epoch(train) [62][2900/3757] lr: 8.6633e-02 eta: 2 days, 16:13:28 time: 0.3189 data_time: 0.0176 memory: 9201 grad_norm: 2.2957 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9332 loss: 2.9332 2022/08/14 04:16:13 - mmengine - INFO - Epoch(train) [62][3000/3757] lr: 8.6633e-02 eta: 2 days, 16:12:57 time: 0.3184 data_time: 0.0173 memory: 9201 grad_norm: 2.2822 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.3111 loss: 3.3111 2022/08/14 04:16:45 - mmengine - INFO - Epoch(train) [62][3100/3757] lr: 8.6633e-02 eta: 2 days, 16:12:26 time: 0.3182 data_time: 0.0161 memory: 9201 grad_norm: 2.3623 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.9396 loss: 2.9396 2022/08/14 04:17:17 - mmengine - INFO - Epoch(train) [62][3200/3757] lr: 8.6633e-02 eta: 2 days, 16:11:54 time: 0.3196 data_time: 0.0174 memory: 9201 grad_norm: 2.2977 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0288 loss: 3.0288 2022/08/14 04:17:49 - mmengine - INFO - Epoch(train) [62][3300/3757] lr: 8.6633e-02 eta: 2 days, 16:11:23 time: 0.3170 data_time: 0.0165 memory: 9201 grad_norm: 2.3507 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0555 loss: 3.0555 2022/08/14 04:18:21 - mmengine - INFO - Epoch(train) [62][3400/3757] lr: 8.6633e-02 eta: 2 days, 16:10:52 time: 0.3178 data_time: 0.0178 memory: 9201 grad_norm: 2.4079 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1948 loss: 3.1948 2022/08/14 04:18:53 - mmengine - INFO - Epoch(train) [62][3500/3757] lr: 8.6633e-02 eta: 2 days, 16:10:21 time: 0.3164 data_time: 0.0169 memory: 9201 grad_norm: 2.3157 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9620 loss: 2.9620 2022/08/14 04:19:25 - mmengine - INFO - Epoch(train) [62][3600/3757] lr: 8.6633e-02 eta: 2 days, 16:09:50 time: 0.3174 data_time: 0.0167 memory: 9201 grad_norm: 2.2992 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1969 loss: 3.1969 2022/08/14 04:19:57 - mmengine - INFO - Epoch(train) [62][3700/3757] lr: 8.6633e-02 eta: 2 days, 16:09:19 time: 0.3192 data_time: 0.0176 memory: 9201 grad_norm: 2.3196 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0445 loss: 3.0445 2022/08/14 04:20:15 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 04:20:15 - mmengine - INFO - Epoch(train) [62][3757/3757] lr: 8.6633e-02 eta: 2 days, 16:09:07 time: 0.3015 data_time: 0.0148 memory: 9201 grad_norm: 2.3665 top1_acc: 0.1429 top5_acc: 0.5714 loss_cls: 3.3358 loss: 3.3358 2022/08/14 04:20:39 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 04:20:49 - mmengine - INFO - Epoch(train) [63][100/3757] lr: 8.6212e-02 eta: 2 days, 16:08:22 time: 0.3184 data_time: 0.0176 memory: 9201 grad_norm: 2.3537 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9154 loss: 2.9154 2022/08/14 04:21:21 - mmengine - INFO - Epoch(train) [63][200/3757] lr: 8.6212e-02 eta: 2 days, 16:07:51 time: 0.3180 data_time: 0.0159 memory: 9201 grad_norm: 2.3541 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 3.1088 loss: 3.1088 2022/08/14 04:21:53 - mmengine - INFO - Epoch(train) [63][300/3757] lr: 8.6212e-02 eta: 2 days, 16:07:20 time: 0.3177 data_time: 0.0173 memory: 9201 grad_norm: 2.3741 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.1446 loss: 3.1446 2022/08/14 04:22:25 - mmengine - INFO - Epoch(train) [63][400/3757] lr: 8.6212e-02 eta: 2 days, 16:06:49 time: 0.3196 data_time: 0.0185 memory: 9201 grad_norm: 2.3420 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0383 loss: 3.0383 2022/08/14 04:22:57 - mmengine - INFO - Epoch(train) [63][500/3757] lr: 8.6212e-02 eta: 2 days, 16:06:17 time: 0.3177 data_time: 0.0161 memory: 9201 grad_norm: 2.3303 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0396 loss: 3.0396 2022/08/14 04:23:30 - mmengine - INFO - Epoch(train) [63][600/3757] lr: 8.6212e-02 eta: 2 days, 16:05:47 time: 0.3235 data_time: 0.0176 memory: 9201 grad_norm: 2.3126 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0691 loss: 3.0691 2022/08/14 04:24:01 - mmengine - INFO - Epoch(train) [63][700/3757] lr: 8.6212e-02 eta: 2 days, 16:05:16 time: 0.3180 data_time: 0.0184 memory: 9201 grad_norm: 2.2937 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2857 loss: 3.2857 2022/08/14 04:24:33 - mmengine - INFO - Epoch(train) [63][800/3757] lr: 8.6212e-02 eta: 2 days, 16:04:45 time: 0.3172 data_time: 0.0170 memory: 9201 grad_norm: 2.3014 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9750 loss: 2.9750 2022/08/14 04:25:05 - mmengine - INFO - Epoch(train) [63][900/3757] lr: 8.6212e-02 eta: 2 days, 16:04:14 time: 0.3185 data_time: 0.0172 memory: 9201 grad_norm: 2.2762 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8096 loss: 2.8096 2022/08/14 04:25:37 - mmengine - INFO - Epoch(train) [63][1000/3757] lr: 8.6212e-02 eta: 2 days, 16:03:43 time: 0.3192 data_time: 0.0174 memory: 9201 grad_norm: 2.2303 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9537 loss: 2.9537 2022/08/14 04:25:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 04:26:10 - mmengine - INFO - Epoch(train) [63][1100/3757] lr: 8.6212e-02 eta: 2 days, 16:03:12 time: 0.3175 data_time: 0.0174 memory: 9201 grad_norm: 2.3511 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9725 loss: 2.9725 2022/08/14 04:26:42 - mmengine - INFO - Epoch(train) [63][1200/3757] lr: 8.6212e-02 eta: 2 days, 16:02:41 time: 0.3190 data_time: 0.0165 memory: 9201 grad_norm: 2.3306 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1741 loss: 3.1741 2022/08/14 04:27:13 - mmengine - INFO - Epoch(train) [63][1300/3757] lr: 8.6212e-02 eta: 2 days, 16:02:10 time: 0.3175 data_time: 0.0173 memory: 9201 grad_norm: 2.3644 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1217 loss: 3.1217 2022/08/14 04:27:46 - mmengine - INFO - Epoch(train) [63][1400/3757] lr: 8.6212e-02 eta: 2 days, 16:01:39 time: 0.3177 data_time: 0.0165 memory: 9201 grad_norm: 2.3220 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0168 loss: 3.0168 2022/08/14 04:28:18 - mmengine - INFO - Epoch(train) [63][1500/3757] lr: 8.6212e-02 eta: 2 days, 16:01:08 time: 0.3206 data_time: 0.0171 memory: 9201 grad_norm: 2.3034 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.1117 loss: 3.1117 2022/08/14 04:28:50 - mmengine - INFO - Epoch(train) [63][1600/3757] lr: 8.6212e-02 eta: 2 days, 16:00:38 time: 0.3181 data_time: 0.0176 memory: 9201 grad_norm: 2.3410 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8791 loss: 2.8791 2022/08/14 04:29:22 - mmengine - INFO - Epoch(train) [63][1700/3757] lr: 8.6212e-02 eta: 2 days, 16:00:07 time: 0.3186 data_time: 0.0179 memory: 9201 grad_norm: 2.2928 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7639 loss: 2.7639 2022/08/14 04:29:54 - mmengine - INFO - Epoch(train) [63][1800/3757] lr: 8.6212e-02 eta: 2 days, 15:59:36 time: 0.3187 data_time: 0.0175 memory: 9201 grad_norm: 2.2855 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0396 loss: 3.0396 2022/08/14 04:30:26 - mmengine - INFO - Epoch(train) [63][1900/3757] lr: 8.6212e-02 eta: 2 days, 15:59:05 time: 0.3185 data_time: 0.0172 memory: 9201 grad_norm: 2.3224 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0693 loss: 3.0693 2022/08/14 04:30:58 - mmengine - INFO - Epoch(train) [63][2000/3757] lr: 8.6212e-02 eta: 2 days, 15:58:34 time: 0.3191 data_time: 0.0174 memory: 9201 grad_norm: 2.2818 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0559 loss: 3.0559 2022/08/14 04:31:19 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 04:31:30 - mmengine - INFO - Epoch(train) [63][2100/3757] lr: 8.6212e-02 eta: 2 days, 15:58:02 time: 0.3166 data_time: 0.0167 memory: 9201 grad_norm: 2.3305 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8553 loss: 2.8553 2022/08/14 04:32:01 - mmengine - INFO - Epoch(train) [63][2200/3757] lr: 8.6212e-02 eta: 2 days, 15:57:31 time: 0.3183 data_time: 0.0175 memory: 9201 grad_norm: 2.3118 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0986 loss: 3.0986 2022/08/14 04:32:33 - mmengine - INFO - Epoch(train) [63][2300/3757] lr: 8.6212e-02 eta: 2 days, 15:57:00 time: 0.3179 data_time: 0.0173 memory: 9201 grad_norm: 2.3466 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8270 loss: 2.8270 2022/08/14 04:33:06 - mmengine - INFO - Epoch(train) [63][2400/3757] lr: 8.6212e-02 eta: 2 days, 15:56:30 time: 0.3176 data_time: 0.0165 memory: 9201 grad_norm: 2.3465 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2839 loss: 3.2839 2022/08/14 04:33:38 - mmengine - INFO - Epoch(train) [63][2500/3757] lr: 8.6212e-02 eta: 2 days, 15:55:59 time: 0.3184 data_time: 0.0178 memory: 9201 grad_norm: 2.3252 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.9817 loss: 2.9817 2022/08/14 04:34:10 - mmengine - INFO - Epoch(train) [63][2600/3757] lr: 8.6212e-02 eta: 2 days, 15:55:28 time: 0.3181 data_time: 0.0176 memory: 9201 grad_norm: 2.3414 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1827 loss: 3.1827 2022/08/14 04:34:42 - mmengine - INFO - Epoch(train) [63][2700/3757] lr: 8.6212e-02 eta: 2 days, 15:54:57 time: 0.3198 data_time: 0.0181 memory: 9201 grad_norm: 2.4046 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0249 loss: 3.0249 2022/08/14 04:35:13 - mmengine - INFO - Epoch(train) [63][2800/3757] lr: 8.6212e-02 eta: 2 days, 15:54:26 time: 0.3169 data_time: 0.0168 memory: 9201 grad_norm: 2.2710 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0245 loss: 3.0245 2022/08/14 04:35:46 - mmengine - INFO - Epoch(train) [63][2900/3757] lr: 8.6212e-02 eta: 2 days, 15:53:55 time: 0.3174 data_time: 0.0164 memory: 9201 grad_norm: 2.3201 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2700 loss: 3.2700 2022/08/14 04:36:18 - mmengine - INFO - Epoch(train) [63][3000/3757] lr: 8.6212e-02 eta: 2 days, 15:53:24 time: 0.3214 data_time: 0.0183 memory: 9201 grad_norm: 2.3000 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9462 loss: 2.9462 2022/08/14 04:36:39 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 04:36:50 - mmengine - INFO - Epoch(train) [63][3100/3757] lr: 8.6212e-02 eta: 2 days, 15:52:53 time: 0.3186 data_time: 0.0170 memory: 9201 grad_norm: 2.3439 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9167 loss: 2.9167 2022/08/14 04:37:22 - mmengine - INFO - Epoch(train) [63][3200/3757] lr: 8.6212e-02 eta: 2 days, 15:52:22 time: 0.3174 data_time: 0.0173 memory: 9201 grad_norm: 2.3461 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0889 loss: 3.0889 2022/08/14 04:37:54 - mmengine - INFO - Epoch(train) [63][3300/3757] lr: 8.6212e-02 eta: 2 days, 15:51:51 time: 0.3174 data_time: 0.0176 memory: 9201 grad_norm: 2.3963 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1906 loss: 3.1906 2022/08/14 04:38:26 - mmengine - INFO - Epoch(train) [63][3400/3757] lr: 8.6212e-02 eta: 2 days, 15:51:20 time: 0.3176 data_time: 0.0166 memory: 9201 grad_norm: 2.3385 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2724 loss: 3.2724 2022/08/14 04:38:58 - mmengine - INFO - Epoch(train) [63][3500/3757] lr: 8.6212e-02 eta: 2 days, 15:50:49 time: 0.3185 data_time: 0.0176 memory: 9201 grad_norm: 2.3667 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9436 loss: 2.9436 2022/08/14 04:39:30 - mmengine - INFO - Epoch(train) [63][3600/3757] lr: 8.6212e-02 eta: 2 days, 15:50:18 time: 0.3193 data_time: 0.0170 memory: 9201 grad_norm: 2.3307 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2567 loss: 3.2567 2022/08/14 04:40:02 - mmengine - INFO - Epoch(train) [63][3700/3757] lr: 8.6212e-02 eta: 2 days, 15:49:47 time: 0.3192 data_time: 0.0181 memory: 9201 grad_norm: 2.3345 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8558 loss: 2.8558 2022/08/14 04:40:20 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 04:40:20 - mmengine - INFO - Epoch(train) [63][3757/3757] lr: 8.6212e-02 eta: 2 days, 15:49:35 time: 0.3036 data_time: 0.0161 memory: 9201 grad_norm: 2.3679 top1_acc: 0.1429 top5_acc: 0.4286 loss_cls: 2.8946 loss: 2.8946 2022/08/14 04:40:54 - mmengine - INFO - Epoch(train) [64][100/3757] lr: 8.5787e-02 eta: 2 days, 15:48:48 time: 0.3176 data_time: 0.0172 memory: 9201 grad_norm: 2.2687 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8984 loss: 2.8984 2022/08/14 04:41:26 - mmengine - INFO - Epoch(train) [64][200/3757] lr: 8.5787e-02 eta: 2 days, 15:48:17 time: 0.3171 data_time: 0.0173 memory: 9201 grad_norm: 2.3610 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1821 loss: 3.1821 2022/08/14 04:41:57 - mmengine - INFO - Epoch(train) [64][300/3757] lr: 8.5787e-02 eta: 2 days, 15:47:46 time: 0.3182 data_time: 0.0178 memory: 9201 grad_norm: 2.3100 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2040 loss: 3.2040 2022/08/14 04:42:00 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 04:42:29 - mmengine - INFO - Epoch(train) [64][400/3757] lr: 8.5787e-02 eta: 2 days, 15:47:14 time: 0.3167 data_time: 0.0164 memory: 9201 grad_norm: 2.3587 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1385 loss: 3.1385 2022/08/14 04:43:01 - mmengine - INFO - Epoch(train) [64][500/3757] lr: 8.5787e-02 eta: 2 days, 15:46:43 time: 0.3197 data_time: 0.0175 memory: 9201 grad_norm: 2.2707 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6995 loss: 2.6995 2022/08/14 04:43:33 - mmengine - INFO - Epoch(train) [64][600/3757] lr: 8.5787e-02 eta: 2 days, 15:46:12 time: 0.3176 data_time: 0.0165 memory: 9201 grad_norm: 2.4092 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2393 loss: 3.2393 2022/08/14 04:44:05 - mmengine - INFO - Epoch(train) [64][700/3757] lr: 8.5787e-02 eta: 2 days, 15:45:41 time: 0.3174 data_time: 0.0176 memory: 9201 grad_norm: 2.3545 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0534 loss: 3.0534 2022/08/14 04:44:37 - mmengine - INFO - Epoch(train) [64][800/3757] lr: 8.5787e-02 eta: 2 days, 15:45:10 time: 0.3179 data_time: 0.0172 memory: 9201 grad_norm: 2.3044 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0853 loss: 3.0853 2022/08/14 04:45:09 - mmengine - INFO - Epoch(train) [64][900/3757] lr: 8.5787e-02 eta: 2 days, 15:44:40 time: 0.3193 data_time: 0.0177 memory: 9201 grad_norm: 2.3973 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1722 loss: 3.1722 2022/08/14 04:45:41 - mmengine - INFO - Epoch(train) [64][1000/3757] lr: 8.5787e-02 eta: 2 days, 15:44:08 time: 0.3195 data_time: 0.0179 memory: 9201 grad_norm: 2.3097 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.0825 loss: 3.0825 2022/08/14 04:46:13 - mmengine - INFO - Epoch(train) [64][1100/3757] lr: 8.5787e-02 eta: 2 days, 15:43:37 time: 0.3178 data_time: 0.0173 memory: 9201 grad_norm: 2.3194 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.1204 loss: 3.1204 2022/08/14 04:46:45 - mmengine - INFO - Epoch(train) [64][1200/3757] lr: 8.5787e-02 eta: 2 days, 15:43:06 time: 0.3173 data_time: 0.0170 memory: 9201 grad_norm: 2.3802 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1429 loss: 3.1429 2022/08/14 04:47:17 - mmengine - INFO - Epoch(train) [64][1300/3757] lr: 8.5787e-02 eta: 2 days, 15:42:35 time: 0.3204 data_time: 0.0190 memory: 9201 grad_norm: 2.3000 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0630 loss: 3.0630 2022/08/14 04:47:20 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 04:47:49 - mmengine - INFO - Epoch(train) [64][1400/3757] lr: 8.5787e-02 eta: 2 days, 15:42:04 time: 0.3175 data_time: 0.0167 memory: 9201 grad_norm: 2.3042 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6319 loss: 2.6319 2022/08/14 04:48:21 - mmengine - INFO - Epoch(train) [64][1500/3757] lr: 8.5787e-02 eta: 2 days, 15:41:33 time: 0.3191 data_time: 0.0181 memory: 9201 grad_norm: 2.3425 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9568 loss: 2.9568 2022/08/14 04:48:53 - mmengine - INFO - Epoch(train) [64][1600/3757] lr: 8.5787e-02 eta: 2 days, 15:41:02 time: 0.3203 data_time: 0.0164 memory: 9201 grad_norm: 2.3291 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9278 loss: 2.9278 2022/08/14 04:49:25 - mmengine - INFO - Epoch(train) [64][1700/3757] lr: 8.5787e-02 eta: 2 days, 15:40:31 time: 0.3161 data_time: 0.0166 memory: 9201 grad_norm: 2.3660 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1092 loss: 3.1092 2022/08/14 04:49:57 - mmengine - INFO - Epoch(train) [64][1800/3757] lr: 8.5787e-02 eta: 2 days, 15:40:00 time: 0.3181 data_time: 0.0177 memory: 9201 grad_norm: 2.2654 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0673 loss: 3.0673 2022/08/14 04:50:29 - mmengine - INFO - Epoch(train) [64][1900/3757] lr: 8.5787e-02 eta: 2 days, 15:39:29 time: 0.3174 data_time: 0.0170 memory: 9201 grad_norm: 2.3362 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1545 loss: 3.1545 2022/08/14 04:51:01 - mmengine - INFO - Epoch(train) [64][2000/3757] lr: 8.5787e-02 eta: 2 days, 15:38:58 time: 0.3177 data_time: 0.0178 memory: 9201 grad_norm: 2.2405 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.1879 loss: 3.1879 2022/08/14 04:51:33 - mmengine - INFO - Epoch(train) [64][2100/3757] lr: 8.5787e-02 eta: 2 days, 15:38:28 time: 0.3198 data_time: 0.0163 memory: 9201 grad_norm: 2.3103 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0195 loss: 3.0195 2022/08/14 04:52:05 - mmengine - INFO - Epoch(train) [64][2200/3757] lr: 8.5787e-02 eta: 2 days, 15:37:57 time: 0.3182 data_time: 0.0188 memory: 9201 grad_norm: 2.3176 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0181 loss: 3.0181 2022/08/14 04:52:38 - mmengine - INFO - Epoch(train) [64][2300/3757] lr: 8.5787e-02 eta: 2 days, 15:37:26 time: 0.3255 data_time: 0.0178 memory: 9201 grad_norm: 2.3050 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2107 loss: 3.2107 2022/08/14 04:52:41 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 04:53:10 - mmengine - INFO - Epoch(train) [64][2400/3757] lr: 8.5787e-02 eta: 2 days, 15:36:56 time: 0.3187 data_time: 0.0167 memory: 9201 grad_norm: 2.3678 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9686 loss: 2.9686 2022/08/14 04:53:42 - mmengine - INFO - Epoch(train) [64][2500/3757] lr: 8.5787e-02 eta: 2 days, 15:36:25 time: 0.3192 data_time: 0.0175 memory: 9201 grad_norm: 2.3498 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3582 loss: 3.3582 2022/08/14 04:54:14 - mmengine - INFO - Epoch(train) [64][2600/3757] lr: 8.5787e-02 eta: 2 days, 15:35:54 time: 0.3191 data_time: 0.0176 memory: 9201 grad_norm: 2.2782 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.3364 loss: 3.3364 2022/08/14 04:54:46 - mmengine - INFO - Epoch(train) [64][2700/3757] lr: 8.5787e-02 eta: 2 days, 15:35:23 time: 0.3186 data_time: 0.0171 memory: 9201 grad_norm: 2.3080 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0580 loss: 3.0580 2022/08/14 04:55:18 - mmengine - INFO - Epoch(train) [64][2800/3757] lr: 8.5787e-02 eta: 2 days, 15:34:53 time: 0.3253 data_time: 0.0168 memory: 9201 grad_norm: 2.3291 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.8636 loss: 2.8636 2022/08/14 04:55:50 - mmengine - INFO - Epoch(train) [64][2900/3757] lr: 8.5787e-02 eta: 2 days, 15:34:22 time: 0.3185 data_time: 0.0164 memory: 9201 grad_norm: 2.3848 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.0914 loss: 3.0914 2022/08/14 04:56:22 - mmengine - INFO - Epoch(train) [64][3000/3757] lr: 8.5787e-02 eta: 2 days, 15:33:51 time: 0.3218 data_time: 0.0174 memory: 9201 grad_norm: 2.4036 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2586 loss: 3.2586 2022/08/14 04:56:54 - mmengine - INFO - Epoch(train) [64][3100/3757] lr: 8.5787e-02 eta: 2 days, 15:33:20 time: 0.3187 data_time: 0.0174 memory: 9201 grad_norm: 2.2990 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 3.0545 loss: 3.0545 2022/08/14 04:57:26 - mmengine - INFO - Epoch(train) [64][3200/3757] lr: 8.5787e-02 eta: 2 days, 15:32:49 time: 0.3174 data_time: 0.0170 memory: 9201 grad_norm: 2.3735 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9102 loss: 2.9102 2022/08/14 04:57:58 - mmengine - INFO - Epoch(train) [64][3300/3757] lr: 8.5787e-02 eta: 2 days, 15:32:18 time: 0.3169 data_time: 0.0178 memory: 9201 grad_norm: 2.3948 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0132 loss: 3.0132 2022/08/14 04:58:01 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 04:58:30 - mmengine - INFO - Epoch(train) [64][3400/3757] lr: 8.5787e-02 eta: 2 days, 15:31:48 time: 0.3180 data_time: 0.0170 memory: 9201 grad_norm: 2.3477 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8342 loss: 2.8342 2022/08/14 04:59:02 - mmengine - INFO - Epoch(train) [64][3500/3757] lr: 8.5787e-02 eta: 2 days, 15:31:16 time: 0.3170 data_time: 0.0169 memory: 9201 grad_norm: 2.3553 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.9953 loss: 2.9953 2022/08/14 04:59:34 - mmengine - INFO - Epoch(train) [64][3600/3757] lr: 8.5787e-02 eta: 2 days, 15:30:46 time: 0.3178 data_time: 0.0164 memory: 9201 grad_norm: 2.2168 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8630 loss: 2.8630 2022/08/14 05:00:06 - mmengine - INFO - Epoch(train) [64][3700/3757] lr: 8.5787e-02 eta: 2 days, 15:30:14 time: 0.3172 data_time: 0.0168 memory: 9201 grad_norm: 2.3853 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0701 loss: 3.0701 2022/08/14 05:00:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 05:00:24 - mmengine - INFO - Epoch(train) [64][3757/3757] lr: 8.5787e-02 eta: 2 days, 15:30:02 time: 0.3016 data_time: 0.0149 memory: 9201 grad_norm: 2.3343 top1_acc: 0.1429 top5_acc: 0.2857 loss_cls: 2.7928 loss: 2.7928 2022/08/14 05:00:24 - mmengine - INFO - Saving checkpoint at 64 epochs 2022/08/14 05:01:01 - mmengine - INFO - Epoch(train) [65][100/3757] lr: 8.5355e-02 eta: 2 days, 15:29:13 time: 0.3218 data_time: 0.0181 memory: 9201 grad_norm: 2.2822 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3028 loss: 3.3028 2022/08/14 05:01:33 - mmengine - INFO - Epoch(train) [65][200/3757] lr: 8.5355e-02 eta: 2 days, 15:28:41 time: 0.3191 data_time: 0.0171 memory: 9201 grad_norm: 2.2938 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9216 loss: 2.9216 2022/08/14 05:02:05 - mmengine - INFO - Epoch(train) [65][300/3757] lr: 8.5355e-02 eta: 2 days, 15:28:10 time: 0.3201 data_time: 0.0172 memory: 9201 grad_norm: 2.2590 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7590 loss: 2.7590 2022/08/14 05:02:37 - mmengine - INFO - Epoch(train) [65][400/3757] lr: 8.5355e-02 eta: 2 days, 15:27:39 time: 0.3199 data_time: 0.0185 memory: 9201 grad_norm: 2.3561 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8437 loss: 2.8437 2022/08/14 05:03:09 - mmengine - INFO - Epoch(train) [65][500/3757] lr: 8.5355e-02 eta: 2 days, 15:27:08 time: 0.3189 data_time: 0.0182 memory: 9201 grad_norm: 2.3729 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3877 loss: 3.3877 2022/08/14 05:03:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 05:03:40 - mmengine - INFO - Epoch(train) [65][600/3757] lr: 8.5355e-02 eta: 2 days, 15:26:37 time: 0.3170 data_time: 0.0167 memory: 9201 grad_norm: 2.2900 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 2.8183 loss: 2.8183 2022/08/14 05:04:13 - mmengine - INFO - Epoch(train) [65][700/3757] lr: 8.5355e-02 eta: 2 days, 15:26:06 time: 0.3261 data_time: 0.0184 memory: 9201 grad_norm: 2.3501 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0769 loss: 3.0769 2022/08/14 05:04:45 - mmengine - INFO - Epoch(train) [65][800/3757] lr: 8.5355e-02 eta: 2 days, 15:25:35 time: 0.3192 data_time: 0.0170 memory: 9201 grad_norm: 2.2782 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3246 loss: 3.3246 2022/08/14 05:05:17 - mmengine - INFO - Epoch(train) [65][900/3757] lr: 8.5355e-02 eta: 2 days, 15:25:04 time: 0.3181 data_time: 0.0170 memory: 9201 grad_norm: 2.3392 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2822 loss: 3.2822 2022/08/14 05:05:49 - mmengine - INFO - Epoch(train) [65][1000/3757] lr: 8.5355e-02 eta: 2 days, 15:24:33 time: 0.3174 data_time: 0.0158 memory: 9201 grad_norm: 2.3914 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8446 loss: 2.8446 2022/08/14 05:06:21 - mmengine - INFO - Epoch(train) [65][1100/3757] lr: 8.5355e-02 eta: 2 days, 15:24:03 time: 0.3198 data_time: 0.0175 memory: 9201 grad_norm: 2.3524 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7338 loss: 2.7338 2022/08/14 05:06:53 - mmengine - INFO - Epoch(train) [65][1200/3757] lr: 8.5355e-02 eta: 2 days, 15:23:32 time: 0.3191 data_time: 0.0172 memory: 9201 grad_norm: 2.3358 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9449 loss: 2.9449 2022/08/14 05:07:25 - mmengine - INFO - Epoch(train) [65][1300/3757] lr: 8.5355e-02 eta: 2 days, 15:23:01 time: 0.3180 data_time: 0.0174 memory: 9201 grad_norm: 2.2801 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9288 loss: 2.9288 2022/08/14 05:07:57 - mmengine - INFO - Epoch(train) [65][1400/3757] lr: 8.5355e-02 eta: 2 days, 15:22:30 time: 0.3177 data_time: 0.0169 memory: 9201 grad_norm: 2.3226 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6291 loss: 3.6291 2022/08/14 05:08:29 - mmengine - INFO - Epoch(train) [65][1500/3757] lr: 8.5355e-02 eta: 2 days, 15:21:59 time: 0.3179 data_time: 0.0172 memory: 9201 grad_norm: 2.3049 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9700 loss: 2.9700 2022/08/14 05:08:45 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 05:09:01 - mmengine - INFO - Epoch(train) [65][1600/3757] lr: 8.5355e-02 eta: 2 days, 15:21:27 time: 0.3174 data_time: 0.0169 memory: 9201 grad_norm: 2.3079 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8402 loss: 2.8402 2022/08/14 05:09:33 - mmengine - INFO - Epoch(train) [65][1700/3757] lr: 8.5355e-02 eta: 2 days, 15:20:56 time: 0.3185 data_time: 0.0178 memory: 9201 grad_norm: 2.3843 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2878 loss: 3.2878 2022/08/14 05:10:05 - mmengine - INFO - Epoch(train) [65][1800/3757] lr: 8.5355e-02 eta: 2 days, 15:20:25 time: 0.3203 data_time: 0.0172 memory: 9201 grad_norm: 2.3029 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.9580 loss: 2.9580 2022/08/14 05:10:37 - mmengine - INFO - Epoch(train) [65][1900/3757] lr: 8.5355e-02 eta: 2 days, 15:19:55 time: 0.3180 data_time: 0.0174 memory: 9201 grad_norm: 2.3390 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0431 loss: 3.0431 2022/08/14 05:11:09 - mmengine - INFO - Epoch(train) [65][2000/3757] lr: 8.5355e-02 eta: 2 days, 15:19:24 time: 0.3189 data_time: 0.0168 memory: 9201 grad_norm: 2.2690 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0524 loss: 3.0524 2022/08/14 05:11:41 - mmengine - INFO - Epoch(train) [65][2100/3757] lr: 8.5355e-02 eta: 2 days, 15:18:53 time: 0.3191 data_time: 0.0182 memory: 9201 grad_norm: 2.3270 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9729 loss: 2.9729 2022/08/14 05:12:13 - mmengine - INFO - Epoch(train) [65][2200/3757] lr: 8.5355e-02 eta: 2 days, 15:18:22 time: 0.3190 data_time: 0.0167 memory: 9201 grad_norm: 2.2516 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1051 loss: 3.1051 2022/08/14 05:12:45 - mmengine - INFO - Epoch(train) [65][2300/3757] lr: 8.5355e-02 eta: 2 days, 15:17:51 time: 0.3193 data_time: 0.0182 memory: 9201 grad_norm: 2.3150 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9311 loss: 2.9311 2022/08/14 05:13:17 - mmengine - INFO - Epoch(train) [65][2400/3757] lr: 8.5355e-02 eta: 2 days, 15:17:21 time: 0.3186 data_time: 0.0172 memory: 9201 grad_norm: 2.3290 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.1833 loss: 3.1833 2022/08/14 05:13:49 - mmengine - INFO - Epoch(train) [65][2500/3757] lr: 8.5355e-02 eta: 2 days, 15:16:49 time: 0.3192 data_time: 0.0170 memory: 9201 grad_norm: 2.3524 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.1947 loss: 3.1947 2022/08/14 05:14:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 05:14:21 - mmengine - INFO - Epoch(train) [65][2600/3757] lr: 8.5355e-02 eta: 2 days, 15:16:19 time: 0.3194 data_time: 0.0181 memory: 9201 grad_norm: 2.3238 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0989 loss: 3.0989 2022/08/14 05:14:53 - mmengine - INFO - Epoch(train) [65][2700/3757] lr: 8.5355e-02 eta: 2 days, 15:15:48 time: 0.3180 data_time: 0.0176 memory: 9201 grad_norm: 2.3387 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4233 loss: 3.4233 2022/08/14 05:15:25 - mmengine - INFO - Epoch(train) [65][2800/3757] lr: 8.5355e-02 eta: 2 days, 15:15:17 time: 0.3207 data_time: 0.0173 memory: 9201 grad_norm: 2.3359 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3007 loss: 3.3007 2022/08/14 05:15:57 - mmengine - INFO - Epoch(train) [65][2900/3757] lr: 8.5355e-02 eta: 2 days, 15:14:46 time: 0.3171 data_time: 0.0170 memory: 9201 grad_norm: 2.3569 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9185 loss: 2.9185 2022/08/14 05:16:29 - mmengine - INFO - Epoch(train) [65][3000/3757] lr: 8.5355e-02 eta: 2 days, 15:14:15 time: 0.3187 data_time: 0.0173 memory: 9201 grad_norm: 2.2871 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8365 loss: 2.8365 2022/08/14 05:17:01 - mmengine - INFO - Epoch(train) [65][3100/3757] lr: 8.5355e-02 eta: 2 days, 15:13:44 time: 0.3191 data_time: 0.0178 memory: 9201 grad_norm: 2.3994 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9032 loss: 2.9032 2022/08/14 05:17:33 - mmengine - INFO - Epoch(train) [65][3200/3757] lr: 8.5355e-02 eta: 2 days, 15:13:13 time: 0.3192 data_time: 0.0181 memory: 9201 grad_norm: 2.2875 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9210 loss: 2.9210 2022/08/14 05:18:05 - mmengine - INFO - Epoch(train) [65][3300/3757] lr: 8.5355e-02 eta: 2 days, 15:12:42 time: 0.3180 data_time: 0.0173 memory: 9201 grad_norm: 2.4303 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9571 loss: 2.9571 2022/08/14 05:18:37 - mmengine - INFO - Epoch(train) [65][3400/3757] lr: 8.5355e-02 eta: 2 days, 15:12:11 time: 0.3174 data_time: 0.0163 memory: 9201 grad_norm: 2.3277 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9670 loss: 2.9670 2022/08/14 05:19:09 - mmengine - INFO - Epoch(train) [65][3500/3757] lr: 8.5355e-02 eta: 2 days, 15:11:40 time: 0.3167 data_time: 0.0172 memory: 9201 grad_norm: 2.3397 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0145 loss: 3.0145 2022/08/14 05:19:26 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 05:19:41 - mmengine - INFO - Epoch(train) [65][3600/3757] lr: 8.5355e-02 eta: 2 days, 15:11:09 time: 0.3210 data_time: 0.0180 memory: 9201 grad_norm: 2.3654 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1900 loss: 3.1900 2022/08/14 05:20:13 - mmengine - INFO - Epoch(train) [65][3700/3757] lr: 8.5355e-02 eta: 2 days, 15:10:38 time: 0.3184 data_time: 0.0177 memory: 9201 grad_norm: 2.3458 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8290 loss: 2.8290 2022/08/14 05:20:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 05:20:31 - mmengine - INFO - Epoch(train) [65][3757/3757] lr: 8.5355e-02 eta: 2 days, 15:10:26 time: 0.3013 data_time: 0.0162 memory: 9201 grad_norm: 2.3376 top1_acc: 0.5714 top5_acc: 0.5714 loss_cls: 2.9894 loss: 2.9894 2022/08/14 05:20:54 - mmengine - INFO - Epoch(val) [65][100/310] eta: 0:00:49 time: 0.2359 data_time: 0.1262 memory: 1522 2022/08/14 05:21:15 - mmengine - INFO - Epoch(val) [65][200/310] eta: 0:00:21 time: 0.1958 data_time: 0.0866 memory: 1522 2022/08/14 05:21:36 - mmengine - INFO - Epoch(val) [65][300/310] eta: 0:00:02 time: 0.2070 data_time: 0.1004 memory: 1522 2022/08/14 05:21:39 - mmengine - INFO - Epoch(val) [65][310/310] acc/top1: 0.3757 acc/top5: 0.6533 acc/mean1: 0.3757 2022/08/14 05:22:14 - mmengine - INFO - Epoch(train) [66][100/3757] lr: 8.4919e-02 eta: 2 days, 15:09:39 time: 0.3198 data_time: 0.0175 memory: 9201 grad_norm: 2.3757 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0445 loss: 3.0445 2022/08/14 05:22:46 - mmengine - INFO - Epoch(train) [66][200/3757] lr: 8.4919e-02 eta: 2 days, 15:09:08 time: 0.3181 data_time: 0.0159 memory: 9201 grad_norm: 2.3141 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3265 loss: 3.3265 2022/08/14 05:23:18 - mmengine - INFO - Epoch(train) [66][300/3757] lr: 8.4919e-02 eta: 2 days, 15:08:37 time: 0.3177 data_time: 0.0172 memory: 9201 grad_norm: 2.2347 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.0053 loss: 3.0053 2022/08/14 05:23:50 - mmengine - INFO - Epoch(train) [66][400/3757] lr: 8.4919e-02 eta: 2 days, 15:08:06 time: 0.3171 data_time: 0.0168 memory: 9201 grad_norm: 2.3235 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.0310 loss: 3.0310 2022/08/14 05:24:22 - mmengine - INFO - Epoch(train) [66][500/3757] lr: 8.4919e-02 eta: 2 days, 15:07:35 time: 0.3183 data_time: 0.0177 memory: 9201 grad_norm: 2.3269 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2044 loss: 3.2044 2022/08/14 05:24:54 - mmengine - INFO - Epoch(train) [66][600/3757] lr: 8.4919e-02 eta: 2 days, 15:07:04 time: 0.3190 data_time: 0.0167 memory: 9201 grad_norm: 2.3035 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.2080 loss: 3.2080 2022/08/14 05:25:26 - mmengine - INFO - Epoch(train) [66][700/3757] lr: 8.4919e-02 eta: 2 days, 15:06:33 time: 0.3191 data_time: 0.0170 memory: 9201 grad_norm: 2.3159 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8879 loss: 2.8879 2022/08/14 05:25:56 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 05:25:58 - mmengine - INFO - Epoch(train) [66][800/3757] lr: 8.4919e-02 eta: 2 days, 15:06:02 time: 0.3173 data_time: 0.0166 memory: 9201 grad_norm: 2.3226 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2517 loss: 3.2517 2022/08/14 05:26:30 - mmengine - INFO - Epoch(train) [66][900/3757] lr: 8.4919e-02 eta: 2 days, 15:05:31 time: 0.3176 data_time: 0.0174 memory: 9201 grad_norm: 2.3979 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9408 loss: 2.9408 2022/08/14 05:27:02 - mmengine - INFO - Epoch(train) [66][1000/3757] lr: 8.4919e-02 eta: 2 days, 15:05:01 time: 0.3243 data_time: 0.0169 memory: 9201 grad_norm: 2.3706 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9837 loss: 2.9837 2022/08/14 05:27:34 - mmengine - INFO - Epoch(train) [66][1100/3757] lr: 8.4919e-02 eta: 2 days, 15:04:29 time: 0.3207 data_time: 0.0181 memory: 9201 grad_norm: 2.3955 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2043 loss: 3.2043 2022/08/14 05:28:06 - mmengine - INFO - Epoch(train) [66][1200/3757] lr: 8.4919e-02 eta: 2 days, 15:03:58 time: 0.3181 data_time: 0.0170 memory: 9201 grad_norm: 2.3971 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.9237 loss: 2.9237 2022/08/14 05:28:38 - mmengine - INFO - Epoch(train) [66][1300/3757] lr: 8.4919e-02 eta: 2 days, 15:03:27 time: 0.3191 data_time: 0.0176 memory: 9201 grad_norm: 2.3753 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9707 loss: 2.9707 2022/08/14 05:29:10 - mmengine - INFO - Epoch(train) [66][1400/3757] lr: 8.4919e-02 eta: 2 days, 15:02:56 time: 0.3181 data_time: 0.0172 memory: 9201 grad_norm: 2.2348 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2159 loss: 3.2159 2022/08/14 05:29:42 - mmengine - INFO - Epoch(train) [66][1500/3757] lr: 8.4919e-02 eta: 2 days, 15:02:25 time: 0.3224 data_time: 0.0176 memory: 9201 grad_norm: 2.3113 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9300 loss: 2.9300 2022/08/14 05:30:14 - mmengine - INFO - Epoch(train) [66][1600/3757] lr: 8.4919e-02 eta: 2 days, 15:01:54 time: 0.3182 data_time: 0.0162 memory: 9201 grad_norm: 2.3169 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4417 loss: 3.4417 2022/08/14 05:30:46 - mmengine - INFO - Epoch(train) [66][1700/3757] lr: 8.4919e-02 eta: 2 days, 15:01:23 time: 0.3207 data_time: 0.0180 memory: 9201 grad_norm: 2.3416 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.2013 loss: 3.2013 2022/08/14 05:31:16 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 05:31:18 - mmengine - INFO - Epoch(train) [66][1800/3757] lr: 8.4919e-02 eta: 2 days, 15:00:53 time: 0.3189 data_time: 0.0172 memory: 9201 grad_norm: 2.2929 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.1217 loss: 3.1217 2022/08/14 05:31:50 - mmengine - INFO - Epoch(train) [66][1900/3757] lr: 8.4919e-02 eta: 2 days, 15:00:21 time: 0.3168 data_time: 0.0164 memory: 9201 grad_norm: 2.3263 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.0320 loss: 3.0320 2022/08/14 05:32:22 - mmengine - INFO - Epoch(train) [66][2000/3757] lr: 8.4919e-02 eta: 2 days, 14:59:51 time: 0.3216 data_time: 0.0180 memory: 9201 grad_norm: 2.3459 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9532 loss: 2.9532 2022/08/14 05:32:54 - mmengine - INFO - Epoch(train) [66][2100/3757] lr: 8.4919e-02 eta: 2 days, 14:59:20 time: 0.3211 data_time: 0.0182 memory: 9201 grad_norm: 2.3252 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1361 loss: 3.1361 2022/08/14 05:33:26 - mmengine - INFO - Epoch(train) [66][2200/3757] lr: 8.4919e-02 eta: 2 days, 14:58:49 time: 0.3264 data_time: 0.0180 memory: 9201 grad_norm: 2.3280 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0850 loss: 3.0850 2022/08/14 05:33:58 - mmengine - INFO - Epoch(train) [66][2300/3757] lr: 8.4919e-02 eta: 2 days, 14:58:19 time: 0.3196 data_time: 0.0177 memory: 9201 grad_norm: 2.3192 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9944 loss: 2.9944 2022/08/14 05:34:30 - mmengine - INFO - Epoch(train) [66][2400/3757] lr: 8.4919e-02 eta: 2 days, 14:57:48 time: 0.3170 data_time: 0.0164 memory: 9201 grad_norm: 2.3708 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1198 loss: 3.1198 2022/08/14 05:35:02 - mmengine - INFO - Epoch(train) [66][2500/3757] lr: 8.4919e-02 eta: 2 days, 14:57:17 time: 0.3184 data_time: 0.0177 memory: 9201 grad_norm: 2.3542 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1786 loss: 3.1786 2022/08/14 05:35:35 - mmengine - INFO - Epoch(train) [66][2600/3757] lr: 8.4919e-02 eta: 2 days, 14:56:46 time: 0.3214 data_time: 0.0184 memory: 9201 grad_norm: 2.3565 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0139 loss: 3.0139 2022/08/14 05:36:06 - mmengine - INFO - Epoch(train) [66][2700/3757] lr: 8.4919e-02 eta: 2 days, 14:56:15 time: 0.3188 data_time: 0.0170 memory: 9201 grad_norm: 2.3692 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9045 loss: 2.9045 2022/08/14 05:36:37 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 05:36:38 - mmengine - INFO - Epoch(train) [66][2800/3757] lr: 8.4919e-02 eta: 2 days, 14:55:44 time: 0.3181 data_time: 0.0164 memory: 9201 grad_norm: 2.3318 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0014 loss: 3.0014 2022/08/14 05:37:10 - mmengine - INFO - Epoch(train) [66][2900/3757] lr: 8.4919e-02 eta: 2 days, 14:55:12 time: 0.3179 data_time: 0.0174 memory: 9201 grad_norm: 2.2981 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9714 loss: 2.9714 2022/08/14 05:37:43 - mmengine - INFO - Epoch(train) [66][3000/3757] lr: 8.4919e-02 eta: 2 days, 14:54:42 time: 0.3188 data_time: 0.0173 memory: 9201 grad_norm: 2.3693 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9606 loss: 2.9606 2022/08/14 05:38:15 - mmengine - INFO - Epoch(train) [66][3100/3757] lr: 8.4919e-02 eta: 2 days, 14:54:11 time: 0.3216 data_time: 0.0176 memory: 9201 grad_norm: 2.3508 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3988 loss: 3.3988 2022/08/14 05:38:47 - mmengine - INFO - Epoch(train) [66][3200/3757] lr: 8.4919e-02 eta: 2 days, 14:53:40 time: 0.3184 data_time: 0.0179 memory: 9201 grad_norm: 2.3146 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.0070 loss: 3.0070 2022/08/14 05:39:19 - mmengine - INFO - Epoch(train) [66][3300/3757] lr: 8.4919e-02 eta: 2 days, 14:53:08 time: 0.3175 data_time: 0.0176 memory: 9201 grad_norm: 2.3104 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0693 loss: 3.0693 2022/08/14 05:39:50 - mmengine - INFO - Epoch(train) [66][3400/3757] lr: 8.4919e-02 eta: 2 days, 14:52:37 time: 0.3184 data_time: 0.0174 memory: 9201 grad_norm: 2.3928 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0079 loss: 3.0079 2022/08/14 05:40:22 - mmengine - INFO - Epoch(train) [66][3500/3757] lr: 8.4919e-02 eta: 2 days, 14:52:06 time: 0.3184 data_time: 0.0171 memory: 9201 grad_norm: 2.3996 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1823 loss: 3.1823 2022/08/14 05:40:55 - mmengine - INFO - Epoch(train) [66][3600/3757] lr: 8.4919e-02 eta: 2 days, 14:51:35 time: 0.3205 data_time: 0.0175 memory: 9201 grad_norm: 2.2599 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0330 loss: 3.0330 2022/08/14 05:41:27 - mmengine - INFO - Epoch(train) [66][3700/3757] lr: 8.4919e-02 eta: 2 days, 14:51:04 time: 0.3210 data_time: 0.0180 memory: 9201 grad_norm: 2.3287 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1486 loss: 3.1486 2022/08/14 05:41:45 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 05:41:45 - mmengine - INFO - Epoch(train) [66][3757/3757] lr: 8.4919e-02 eta: 2 days, 14:50:52 time: 0.3028 data_time: 0.0158 memory: 9201 grad_norm: 2.2597 top1_acc: 0.2857 top5_acc: 0.7143 loss_cls: 2.9686 loss: 2.9686 2022/08/14 05:41:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 05:42:19 - mmengine - INFO - Epoch(train) [67][100/3757] lr: 8.4477e-02 eta: 2 days, 14:50:06 time: 0.3171 data_time: 0.0166 memory: 9201 grad_norm: 2.3474 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7655 loss: 2.7655 2022/08/14 05:42:51 - mmengine - INFO - Epoch(train) [67][200/3757] lr: 8.4477e-02 eta: 2 days, 14:49:35 time: 0.3176 data_time: 0.0173 memory: 9201 grad_norm: 2.3916 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0312 loss: 3.0312 2022/08/14 05:43:23 - mmengine - INFO - Epoch(train) [67][300/3757] lr: 8.4477e-02 eta: 2 days, 14:49:04 time: 0.3205 data_time: 0.0176 memory: 9201 grad_norm: 2.3063 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7216 loss: 2.7216 2022/08/14 05:43:55 - mmengine - INFO - Epoch(train) [67][400/3757] lr: 8.4477e-02 eta: 2 days, 14:48:33 time: 0.3173 data_time: 0.0174 memory: 9201 grad_norm: 2.3264 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1263 loss: 3.1263 2022/08/14 05:44:27 - mmengine - INFO - Epoch(train) [67][500/3757] lr: 8.4477e-02 eta: 2 days, 14:48:02 time: 0.3201 data_time: 0.0177 memory: 9201 grad_norm: 2.2991 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2422 loss: 3.2422 2022/08/14 05:44:59 - mmengine - INFO - Epoch(train) [67][600/3757] lr: 8.4477e-02 eta: 2 days, 14:47:31 time: 0.3160 data_time: 0.0167 memory: 9201 grad_norm: 2.3447 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7727 loss: 2.7727 2022/08/14 05:45:31 - mmengine - INFO - Epoch(train) [67][700/3757] lr: 8.4477e-02 eta: 2 days, 14:47:00 time: 0.3175 data_time: 0.0166 memory: 9201 grad_norm: 2.3494 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 2.9551 loss: 2.9551 2022/08/14 05:46:03 - mmengine - INFO - Epoch(train) [67][800/3757] lr: 8.4477e-02 eta: 2 days, 14:46:29 time: 0.3181 data_time: 0.0167 memory: 9201 grad_norm: 2.3885 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3769 loss: 3.3769 2022/08/14 05:46:35 - mmengine - INFO - Epoch(train) [67][900/3757] lr: 8.4477e-02 eta: 2 days, 14:45:57 time: 0.3181 data_time: 0.0169 memory: 9201 grad_norm: 2.3400 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9742 loss: 2.9742 2022/08/14 05:47:07 - mmengine - INFO - Epoch(train) [67][1000/3757] lr: 8.4477e-02 eta: 2 days, 14:45:27 time: 0.3214 data_time: 0.0177 memory: 9201 grad_norm: 2.3268 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8760 loss: 2.8760 2022/08/14 05:47:19 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 05:47:39 - mmengine - INFO - Epoch(train) [67][1100/3757] lr: 8.4477e-02 eta: 2 days, 14:44:56 time: 0.3186 data_time: 0.0172 memory: 9201 grad_norm: 2.2756 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9084 loss: 2.9084 2022/08/14 05:48:11 - mmengine - INFO - Epoch(train) [67][1200/3757] lr: 8.4477e-02 eta: 2 days, 14:44:25 time: 0.3174 data_time: 0.0165 memory: 9201 grad_norm: 2.3133 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.0643 loss: 3.0643 2022/08/14 05:48:43 - mmengine - INFO - Epoch(train) [67][1300/3757] lr: 8.4477e-02 eta: 2 days, 14:43:55 time: 0.3225 data_time: 0.0176 memory: 9201 grad_norm: 2.3113 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1188 loss: 3.1188 2022/08/14 05:49:15 - mmengine - INFO - Epoch(train) [67][1400/3757] lr: 8.4477e-02 eta: 2 days, 14:43:24 time: 0.3179 data_time: 0.0167 memory: 9201 grad_norm: 2.3342 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1444 loss: 3.1444 2022/08/14 05:49:47 - mmengine - INFO - Epoch(train) [67][1500/3757] lr: 8.4477e-02 eta: 2 days, 14:42:52 time: 0.3181 data_time: 0.0177 memory: 9201 grad_norm: 2.3263 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.9181 loss: 2.9181 2022/08/14 05:50:19 - mmengine - INFO - Epoch(train) [67][1600/3757] lr: 8.4477e-02 eta: 2 days, 14:42:21 time: 0.3180 data_time: 0.0169 memory: 9201 grad_norm: 2.3406 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1863 loss: 3.1863 2022/08/14 05:50:51 - mmengine - INFO - Epoch(train) [67][1700/3757] lr: 8.4477e-02 eta: 2 days, 14:41:50 time: 0.3183 data_time: 0.0167 memory: 9201 grad_norm: 2.3156 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0662 loss: 3.0662 2022/08/14 05:51:23 - mmengine - INFO - Epoch(train) [67][1800/3757] lr: 8.4477e-02 eta: 2 days, 14:41:19 time: 0.3188 data_time: 0.0173 memory: 9201 grad_norm: 2.3314 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8020 loss: 2.8020 2022/08/14 05:51:55 - mmengine - INFO - Epoch(train) [67][1900/3757] lr: 8.4477e-02 eta: 2 days, 14:40:48 time: 0.3285 data_time: 0.0189 memory: 9201 grad_norm: 2.3000 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.4243 loss: 3.4243 2022/08/14 05:52:27 - mmengine - INFO - Epoch(train) [67][2000/3757] lr: 8.4477e-02 eta: 2 days, 14:40:17 time: 0.3184 data_time: 0.0161 memory: 9201 grad_norm: 2.3089 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3329 loss: 3.3329 2022/08/14 05:52:39 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 05:52:59 - mmengine - INFO - Epoch(train) [67][2100/3757] lr: 8.4477e-02 eta: 2 days, 14:39:46 time: 0.3198 data_time: 0.0183 memory: 9201 grad_norm: 2.3353 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9595 loss: 2.9595 2022/08/14 05:53:31 - mmengine - INFO - Epoch(train) [67][2200/3757] lr: 8.4477e-02 eta: 2 days, 14:39:15 time: 0.3188 data_time: 0.0171 memory: 9201 grad_norm: 2.3625 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6457 loss: 2.6457 2022/08/14 05:54:03 - mmengine - INFO - Epoch(train) [67][2300/3757] lr: 8.4477e-02 eta: 2 days, 14:38:44 time: 0.3187 data_time: 0.0177 memory: 9201 grad_norm: 2.4030 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1183 loss: 3.1183 2022/08/14 05:54:35 - mmengine - INFO - Epoch(train) [67][2400/3757] lr: 8.4477e-02 eta: 2 days, 14:38:13 time: 0.3193 data_time: 0.0176 memory: 9201 grad_norm: 2.3834 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8302 loss: 2.8302 2022/08/14 05:55:07 - mmengine - INFO - Epoch(train) [67][2500/3757] lr: 8.4477e-02 eta: 2 days, 14:37:42 time: 0.3184 data_time: 0.0179 memory: 9201 grad_norm: 2.3615 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1045 loss: 3.1045 2022/08/14 05:55:39 - mmengine - INFO - Epoch(train) [67][2600/3757] lr: 8.4477e-02 eta: 2 days, 14:37:11 time: 0.3182 data_time: 0.0174 memory: 9201 grad_norm: 2.3480 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0966 loss: 3.0966 2022/08/14 05:56:11 - mmengine - INFO - Epoch(train) [67][2700/3757] lr: 8.4477e-02 eta: 2 days, 14:36:40 time: 0.3174 data_time: 0.0164 memory: 9201 grad_norm: 2.3813 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0485 loss: 3.0485 2022/08/14 05:56:43 - mmengine - INFO - Epoch(train) [67][2800/3757] lr: 8.4477e-02 eta: 2 days, 14:36:09 time: 0.3174 data_time: 0.0169 memory: 9201 grad_norm: 2.4136 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2028 loss: 3.2028 2022/08/14 05:57:15 - mmengine - INFO - Epoch(train) [67][2900/3757] lr: 8.4477e-02 eta: 2 days, 14:35:38 time: 0.3207 data_time: 0.0175 memory: 9201 grad_norm: 2.3603 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0025 loss: 3.0025 2022/08/14 05:57:47 - mmengine - INFO - Epoch(train) [67][3000/3757] lr: 8.4477e-02 eta: 2 days, 14:35:07 time: 0.3168 data_time: 0.0175 memory: 9201 grad_norm: 2.3929 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.4133 loss: 3.4133 2022/08/14 05:57:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 05:58:19 - mmengine - INFO - Epoch(train) [67][3100/3757] lr: 8.4477e-02 eta: 2 days, 14:34:36 time: 0.3204 data_time: 0.0186 memory: 9201 grad_norm: 2.3276 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0617 loss: 3.0617 2022/08/14 05:58:51 - mmengine - INFO - Epoch(train) [67][3200/3757] lr: 8.4477e-02 eta: 2 days, 14:34:05 time: 0.3168 data_time: 0.0171 memory: 9201 grad_norm: 2.3307 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8816 loss: 2.8816 2022/08/14 05:59:23 - mmengine - INFO - Epoch(train) [67][3300/3757] lr: 8.4477e-02 eta: 2 days, 14:33:34 time: 0.3177 data_time: 0.0166 memory: 9201 grad_norm: 2.3860 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0189 loss: 3.0189 2022/08/14 05:59:55 - mmengine - INFO - Epoch(train) [67][3400/3757] lr: 8.4477e-02 eta: 2 days, 14:33:03 time: 0.3179 data_time: 0.0173 memory: 9201 grad_norm: 2.3538 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9158 loss: 2.9158 2022/08/14 06:00:30 - mmengine - INFO - Epoch(train) [67][3500/3757] lr: 8.4477e-02 eta: 2 days, 14:32:38 time: 0.3201 data_time: 0.0182 memory: 9201 grad_norm: 2.3179 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0178 loss: 3.0178 2022/08/14 06:01:02 - mmengine - INFO - Epoch(train) [67][3600/3757] lr: 8.4477e-02 eta: 2 days, 14:32:07 time: 0.3175 data_time: 0.0168 memory: 9201 grad_norm: 2.2837 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3186 loss: 3.3186 2022/08/14 06:01:34 - mmengine - INFO - Epoch(train) [67][3700/3757] lr: 8.4477e-02 eta: 2 days, 14:31:36 time: 0.3195 data_time: 0.0170 memory: 9201 grad_norm: 2.3210 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9463 loss: 2.9463 2022/08/14 06:01:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 06:01:52 - mmengine - INFO - Epoch(train) [67][3757/3757] lr: 8.4477e-02 eta: 2 days, 14:31:23 time: 0.3013 data_time: 0.0153 memory: 9201 grad_norm: 2.4094 top1_acc: 0.2857 top5_acc: 0.2857 loss_cls: 3.1645 loss: 3.1645 2022/08/14 06:02:26 - mmengine - INFO - Epoch(train) [68][100/3757] lr: 8.4030e-02 eta: 2 days, 14:30:37 time: 0.3193 data_time: 0.0177 memory: 9201 grad_norm: 2.4173 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0410 loss: 3.0410 2022/08/14 06:02:57 - mmengine - INFO - Epoch(train) [68][200/3757] lr: 8.4030e-02 eta: 2 days, 14:30:06 time: 0.3183 data_time: 0.0168 memory: 9201 grad_norm: 2.3002 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8507 loss: 2.8507 2022/08/14 06:03:23 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 06:03:29 - mmengine - INFO - Epoch(train) [68][300/3757] lr: 8.4030e-02 eta: 2 days, 14:29:35 time: 0.3198 data_time: 0.0174 memory: 9201 grad_norm: 2.3560 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2189 loss: 3.2189 2022/08/14 06:04:02 - mmengine - INFO - Epoch(train) [68][400/3757] lr: 8.4030e-02 eta: 2 days, 14:29:04 time: 0.3177 data_time: 0.0169 memory: 9201 grad_norm: 2.3609 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0581 loss: 3.0581 2022/08/14 06:04:34 - mmengine - INFO - Epoch(train) [68][500/3757] lr: 8.4030e-02 eta: 2 days, 14:28:33 time: 0.3181 data_time: 0.0169 memory: 9201 grad_norm: 2.3312 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1649 loss: 3.1649 2022/08/14 06:05:06 - mmengine - INFO - Epoch(train) [68][600/3757] lr: 8.4030e-02 eta: 2 days, 14:28:02 time: 0.3190 data_time: 0.0168 memory: 9201 grad_norm: 2.3362 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0145 loss: 3.0145 2022/08/14 06:05:38 - mmengine - INFO - Epoch(train) [68][700/3757] lr: 8.4030e-02 eta: 2 days, 14:27:31 time: 0.3225 data_time: 0.0182 memory: 9201 grad_norm: 2.3506 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1500 loss: 3.1500 2022/08/14 06:06:10 - mmengine - INFO - Epoch(train) [68][800/3757] lr: 8.4030e-02 eta: 2 days, 14:27:00 time: 0.3187 data_time: 0.0168 memory: 9201 grad_norm: 2.3702 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3635 loss: 3.3635 2022/08/14 06:06:42 - mmengine - INFO - Epoch(train) [68][900/3757] lr: 8.4030e-02 eta: 2 days, 14:26:30 time: 0.3170 data_time: 0.0162 memory: 9201 grad_norm: 2.3291 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9275 loss: 2.9275 2022/08/14 06:07:14 - mmengine - INFO - Epoch(train) [68][1000/3757] lr: 8.4030e-02 eta: 2 days, 14:25:59 time: 0.3188 data_time: 0.0174 memory: 9201 grad_norm: 2.3698 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9423 loss: 2.9423 2022/08/14 06:07:46 - mmengine - INFO - Epoch(train) [68][1100/3757] lr: 8.4030e-02 eta: 2 days, 14:25:29 time: 0.3254 data_time: 0.0180 memory: 9201 grad_norm: 2.3323 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2408 loss: 3.2408 2022/08/14 06:08:18 - mmengine - INFO - Epoch(train) [68][1200/3757] lr: 8.4030e-02 eta: 2 days, 14:24:58 time: 0.3226 data_time: 0.0179 memory: 9201 grad_norm: 2.4017 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0081 loss: 3.0081 2022/08/14 06:08:45 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 06:08:51 - mmengine - INFO - Epoch(train) [68][1300/3757] lr: 8.4030e-02 eta: 2 days, 14:24:27 time: 0.3211 data_time: 0.0187 memory: 9201 grad_norm: 2.2910 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8175 loss: 2.8175 2022/08/14 06:09:23 - mmengine - INFO - Epoch(train) [68][1400/3757] lr: 8.4030e-02 eta: 2 days, 14:23:56 time: 0.3185 data_time: 0.0168 memory: 9201 grad_norm: 2.4351 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2504 loss: 3.2504 2022/08/14 06:09:55 - mmengine - INFO - Epoch(train) [68][1500/3757] lr: 8.4030e-02 eta: 2 days, 14:23:25 time: 0.3172 data_time: 0.0172 memory: 9201 grad_norm: 2.2847 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2207 loss: 3.2207 2022/08/14 06:10:27 - mmengine - INFO - Epoch(train) [68][1600/3757] lr: 8.4030e-02 eta: 2 days, 14:22:54 time: 0.3197 data_time: 0.0166 memory: 9201 grad_norm: 2.2656 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7710 loss: 2.7710 2022/08/14 06:10:59 - mmengine - INFO - Epoch(train) [68][1700/3757] lr: 8.4030e-02 eta: 2 days, 14:22:23 time: 0.3195 data_time: 0.0180 memory: 9201 grad_norm: 2.3358 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.3364 loss: 3.3364 2022/08/14 06:11:31 - mmengine - INFO - Epoch(train) [68][1800/3757] lr: 8.4030e-02 eta: 2 days, 14:21:52 time: 0.3189 data_time: 0.0190 memory: 9201 grad_norm: 2.2939 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9339 loss: 2.9339 2022/08/14 06:12:03 - mmengine - INFO - Epoch(train) [68][1900/3757] lr: 8.4030e-02 eta: 2 days, 14:21:21 time: 0.3180 data_time: 0.0178 memory: 9201 grad_norm: 2.3485 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.0003 loss: 3.0003 2022/08/14 06:12:35 - mmengine - INFO - Epoch(train) [68][2000/3757] lr: 8.4030e-02 eta: 2 days, 14:20:50 time: 0.3185 data_time: 0.0174 memory: 9201 grad_norm: 2.3309 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0213 loss: 3.0213 2022/08/14 06:13:07 - mmengine - INFO - Epoch(train) [68][2100/3757] lr: 8.4030e-02 eta: 2 days, 14:20:19 time: 0.3203 data_time: 0.0173 memory: 9201 grad_norm: 2.3639 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1380 loss: 3.1380 2022/08/14 06:13:39 - mmengine - INFO - Epoch(train) [68][2200/3757] lr: 8.4030e-02 eta: 2 days, 14:19:48 time: 0.3176 data_time: 0.0176 memory: 9201 grad_norm: 2.3416 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2098 loss: 3.2098 2022/08/14 06:14:05 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 06:14:11 - mmengine - INFO - Epoch(train) [68][2300/3757] lr: 8.4030e-02 eta: 2 days, 14:19:17 time: 0.3180 data_time: 0.0179 memory: 9201 grad_norm: 2.2677 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6789 loss: 2.6789 2022/08/14 06:14:43 - mmengine - INFO - Epoch(train) [68][2400/3757] lr: 8.4030e-02 eta: 2 days, 14:18:46 time: 0.3182 data_time: 0.0174 memory: 9201 grad_norm: 2.4052 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1930 loss: 3.1930 2022/08/14 06:15:15 - mmengine - INFO - Epoch(train) [68][2500/3757] lr: 8.4030e-02 eta: 2 days, 14:18:15 time: 0.3172 data_time: 0.0175 memory: 9201 grad_norm: 2.4048 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0332 loss: 3.0332 2022/08/14 06:15:47 - mmengine - INFO - Epoch(train) [68][2600/3757] lr: 8.4030e-02 eta: 2 days, 14:17:45 time: 0.3184 data_time: 0.0169 memory: 9201 grad_norm: 2.3350 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0554 loss: 3.0554 2022/08/14 06:16:19 - mmengine - INFO - Epoch(train) [68][2700/3757] lr: 8.4030e-02 eta: 2 days, 14:17:14 time: 0.3219 data_time: 0.0182 memory: 9201 grad_norm: 2.3231 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9793 loss: 2.9793 2022/08/14 06:16:51 - mmengine - INFO - Epoch(train) [68][2800/3757] lr: 8.4030e-02 eta: 2 days, 14:16:42 time: 0.3183 data_time: 0.0176 memory: 9201 grad_norm: 2.3545 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9212 loss: 2.9212 2022/08/14 06:17:23 - mmengine - INFO - Epoch(train) [68][2900/3757] lr: 8.4030e-02 eta: 2 days, 14:16:11 time: 0.3190 data_time: 0.0180 memory: 9201 grad_norm: 2.3669 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1870 loss: 3.1870 2022/08/14 06:17:55 - mmengine - INFO - Epoch(train) [68][3000/3757] lr: 8.4030e-02 eta: 2 days, 14:15:40 time: 0.3181 data_time: 0.0173 memory: 9201 grad_norm: 2.3691 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3135 loss: 3.3135 2022/08/14 06:18:28 - mmengine - INFO - Epoch(train) [68][3100/3757] lr: 8.4030e-02 eta: 2 days, 14:15:10 time: 0.3193 data_time: 0.0188 memory: 9201 grad_norm: 2.3147 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.1754 loss: 3.1754 2022/08/14 06:19:00 - mmengine - INFO - Epoch(train) [68][3200/3757] lr: 8.4030e-02 eta: 2 days, 14:14:39 time: 0.3193 data_time: 0.0178 memory: 9201 grad_norm: 2.3191 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9256 loss: 2.9256 2022/08/14 06:19:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 06:19:32 - mmengine - INFO - Epoch(train) [68][3300/3757] lr: 8.4030e-02 eta: 2 days, 14:14:07 time: 0.3175 data_time: 0.0172 memory: 9201 grad_norm: 2.3269 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.3635 loss: 3.3635 2022/08/14 06:20:04 - mmengine - INFO - Epoch(train) [68][3400/3757] lr: 8.4030e-02 eta: 2 days, 14:13:36 time: 0.3178 data_time: 0.0171 memory: 9201 grad_norm: 2.2984 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 2.9732 loss: 2.9732 2022/08/14 06:20:36 - mmengine - INFO - Epoch(train) [68][3500/3757] lr: 8.4030e-02 eta: 2 days, 14:13:05 time: 0.3183 data_time: 0.0170 memory: 9201 grad_norm: 2.3640 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9853 loss: 2.9853 2022/08/14 06:21:08 - mmengine - INFO - Epoch(train) [68][3600/3757] lr: 8.4030e-02 eta: 2 days, 14:12:34 time: 0.3195 data_time: 0.0180 memory: 9201 grad_norm: 2.3293 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1762 loss: 3.1762 2022/08/14 06:21:40 - mmengine - INFO - Epoch(train) [68][3700/3757] lr: 8.4030e-02 eta: 2 days, 14:12:04 time: 0.3227 data_time: 0.0191 memory: 9201 grad_norm: 2.3912 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9341 loss: 2.9341 2022/08/14 06:21:58 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 06:21:58 - mmengine - INFO - Epoch(train) [68][3757/3757] lr: 8.4030e-02 eta: 2 days, 14:11:51 time: 0.3027 data_time: 0.0154 memory: 9201 grad_norm: 2.3270 top1_acc: 0.2857 top5_acc: 0.7143 loss_cls: 3.2986 loss: 3.2986 2022/08/14 06:21:58 - mmengine - INFO - Saving checkpoint at 68 epochs 2022/08/14 06:22:34 - mmengine - INFO - Epoch(train) [69][100/3757] lr: 8.3578e-02 eta: 2 days, 14:11:03 time: 0.3176 data_time: 0.0174 memory: 9201 grad_norm: 2.3251 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8072 loss: 2.8072 2022/08/14 06:23:06 - mmengine - INFO - Epoch(train) [69][200/3757] lr: 8.3578e-02 eta: 2 days, 14:10:32 time: 0.3181 data_time: 0.0167 memory: 9201 grad_norm: 2.3367 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9333 loss: 2.9333 2022/08/14 06:23:38 - mmengine - INFO - Epoch(train) [69][300/3757] lr: 8.3578e-02 eta: 2 days, 14:10:01 time: 0.3268 data_time: 0.0172 memory: 9201 grad_norm: 2.3234 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8397 loss: 2.8397 2022/08/14 06:24:10 - mmengine - INFO - Epoch(train) [69][400/3757] lr: 8.3578e-02 eta: 2 days, 14:09:30 time: 0.3189 data_time: 0.0169 memory: 9201 grad_norm: 2.3124 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2466 loss: 3.2466 2022/08/14 06:24:42 - mmengine - INFO - Epoch(train) [69][500/3757] lr: 8.3578e-02 eta: 2 days, 14:08:59 time: 0.3194 data_time: 0.0180 memory: 9201 grad_norm: 2.3454 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3061 loss: 3.3061 2022/08/14 06:24:50 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 06:25:15 - mmengine - INFO - Epoch(train) [69][600/3757] lr: 8.3578e-02 eta: 2 days, 14:08:29 time: 0.3184 data_time: 0.0172 memory: 9201 grad_norm: 2.3717 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.1389 loss: 3.1389 2022/08/14 06:25:47 - mmengine - INFO - Epoch(train) [69][700/3757] lr: 8.3578e-02 eta: 2 days, 14:07:58 time: 0.3186 data_time: 0.0181 memory: 9201 grad_norm: 2.3325 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0039 loss: 3.0039 2022/08/14 06:26:19 - mmengine - INFO - Epoch(train) [69][800/3757] lr: 8.3578e-02 eta: 2 days, 14:07:27 time: 0.3201 data_time: 0.0166 memory: 9201 grad_norm: 2.3285 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0493 loss: 3.0493 2022/08/14 06:26:51 - mmengine - INFO - Epoch(train) [69][900/3757] lr: 8.3578e-02 eta: 2 days, 14:06:56 time: 0.3214 data_time: 0.0182 memory: 9201 grad_norm: 2.3297 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0241 loss: 3.0241 2022/08/14 06:27:23 - mmengine - INFO - Epoch(train) [69][1000/3757] lr: 8.3578e-02 eta: 2 days, 14:06:25 time: 0.3213 data_time: 0.0185 memory: 9201 grad_norm: 2.3486 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9726 loss: 2.9726 2022/08/14 06:27:55 - mmengine - INFO - Epoch(train) [69][1100/3757] lr: 8.3578e-02 eta: 2 days, 14:05:54 time: 0.3186 data_time: 0.0178 memory: 9201 grad_norm: 2.3498 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9710 loss: 2.9710 2022/08/14 06:28:27 - mmengine - INFO - Epoch(train) [69][1200/3757] lr: 8.3578e-02 eta: 2 days, 14:05:23 time: 0.3186 data_time: 0.0177 memory: 9201 grad_norm: 2.4097 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0703 loss: 3.0703 2022/08/14 06:28:59 - mmengine - INFO - Epoch(train) [69][1300/3757] lr: 8.3578e-02 eta: 2 days, 14:04:52 time: 0.3201 data_time: 0.0167 memory: 9201 grad_norm: 2.3194 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0995 loss: 3.0995 2022/08/14 06:29:31 - mmengine - INFO - Epoch(train) [69][1400/3757] lr: 8.3578e-02 eta: 2 days, 14:04:21 time: 0.3187 data_time: 0.0165 memory: 9201 grad_norm: 2.3668 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9885 loss: 2.9885 2022/08/14 06:30:03 - mmengine - INFO - Epoch(train) [69][1500/3757] lr: 8.3578e-02 eta: 2 days, 14:03:50 time: 0.3177 data_time: 0.0160 memory: 9201 grad_norm: 2.3178 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1493 loss: 3.1493 2022/08/14 06:30:11 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 06:30:35 - mmengine - INFO - Epoch(train) [69][1600/3757] lr: 8.3578e-02 eta: 2 days, 14:03:19 time: 0.3183 data_time: 0.0165 memory: 9201 grad_norm: 2.3513 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0433 loss: 3.0433 2022/08/14 06:31:07 - mmengine - INFO - Epoch(train) [69][1700/3757] lr: 8.3578e-02 eta: 2 days, 14:02:47 time: 0.3164 data_time: 0.0164 memory: 9201 grad_norm: 2.2739 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6467 loss: 2.6467 2022/08/14 06:31:39 - mmengine - INFO - Epoch(train) [69][1800/3757] lr: 8.3578e-02 eta: 2 days, 14:02:16 time: 0.3184 data_time: 0.0168 memory: 9201 grad_norm: 2.4003 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9758 loss: 2.9758 2022/08/14 06:32:11 - mmengine - INFO - Epoch(train) [69][1900/3757] lr: 8.3578e-02 eta: 2 days, 14:01:45 time: 0.3176 data_time: 0.0174 memory: 9201 grad_norm: 2.2786 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8347 loss: 2.8347 2022/08/14 06:32:43 - mmengine - INFO - Epoch(train) [69][2000/3757] lr: 8.3578e-02 eta: 2 days, 14:01:14 time: 0.3190 data_time: 0.0176 memory: 9201 grad_norm: 2.4156 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0825 loss: 3.0825 2022/08/14 06:33:15 - mmengine - INFO - Epoch(train) [69][2100/3757] lr: 8.3578e-02 eta: 2 days, 14:00:43 time: 0.3177 data_time: 0.0163 memory: 9201 grad_norm: 2.3429 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.0429 loss: 3.0429 2022/08/14 06:33:47 - mmengine - INFO - Epoch(train) [69][2200/3757] lr: 8.3578e-02 eta: 2 days, 14:00:12 time: 0.3212 data_time: 0.0184 memory: 9201 grad_norm: 2.3752 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9116 loss: 2.9116 2022/08/14 06:34:19 - mmengine - INFO - Epoch(train) [69][2300/3757] lr: 8.3578e-02 eta: 2 days, 13:59:41 time: 0.3187 data_time: 0.0172 memory: 9201 grad_norm: 2.3678 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8389 loss: 2.8389 2022/08/14 06:34:51 - mmengine - INFO - Epoch(train) [69][2400/3757] lr: 8.3578e-02 eta: 2 days, 13:59:10 time: 0.3214 data_time: 0.0174 memory: 9201 grad_norm: 2.3792 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9544 loss: 2.9544 2022/08/14 06:35:23 - mmengine - INFO - Epoch(train) [69][2500/3757] lr: 8.3578e-02 eta: 2 days, 13:58:39 time: 0.3180 data_time: 0.0171 memory: 9201 grad_norm: 2.3349 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7936 loss: 2.7936 2022/08/14 06:35:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 06:35:55 - mmengine - INFO - Epoch(train) [69][2600/3757] lr: 8.3578e-02 eta: 2 days, 13:58:08 time: 0.3179 data_time: 0.0168 memory: 9201 grad_norm: 2.3594 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9548 loss: 2.9548 2022/08/14 06:36:27 - mmengine - INFO - Epoch(train) [69][2700/3757] lr: 8.3578e-02 eta: 2 days, 13:57:36 time: 0.3197 data_time: 0.0168 memory: 9201 grad_norm: 2.3671 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0200 loss: 3.0200 2022/08/14 06:36:59 - mmengine - INFO - Epoch(train) [69][2800/3757] lr: 8.3578e-02 eta: 2 days, 13:57:05 time: 0.3187 data_time: 0.0171 memory: 9201 grad_norm: 2.3704 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2832 loss: 3.2832 2022/08/14 06:37:31 - mmengine - INFO - Epoch(train) [69][2900/3757] lr: 8.3578e-02 eta: 2 days, 13:56:35 time: 0.3201 data_time: 0.0185 memory: 9201 grad_norm: 2.3150 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.1195 loss: 3.1195 2022/08/14 06:38:03 - mmengine - INFO - Epoch(train) [69][3000/3757] lr: 8.3578e-02 eta: 2 days, 13:56:04 time: 0.3183 data_time: 0.0170 memory: 9201 grad_norm: 2.4047 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1399 loss: 3.1399 2022/08/14 06:38:35 - mmengine - INFO - Epoch(train) [69][3100/3757] lr: 8.3578e-02 eta: 2 days, 13:55:33 time: 0.3208 data_time: 0.0171 memory: 9201 grad_norm: 2.3313 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9258 loss: 2.9258 2022/08/14 06:39:07 - mmengine - INFO - Epoch(train) [69][3200/3757] lr: 8.3578e-02 eta: 2 days, 13:55:02 time: 0.3171 data_time: 0.0173 memory: 9201 grad_norm: 2.4080 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2732 loss: 3.2732 2022/08/14 06:39:39 - mmengine - INFO - Epoch(train) [69][3300/3757] lr: 8.3578e-02 eta: 2 days, 13:54:31 time: 0.3183 data_time: 0.0170 memory: 9201 grad_norm: 2.4001 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9978 loss: 2.9978 2022/08/14 06:40:12 - mmengine - INFO - Epoch(train) [69][3400/3757] lr: 8.3578e-02 eta: 2 days, 13:54:00 time: 0.3207 data_time: 0.0180 memory: 9201 grad_norm: 2.3055 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8934 loss: 2.8934 2022/08/14 06:40:44 - mmengine - INFO - Epoch(train) [69][3500/3757] lr: 8.3578e-02 eta: 2 days, 13:53:29 time: 0.3194 data_time: 0.0189 memory: 9201 grad_norm: 2.3315 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3664 loss: 3.3664 2022/08/14 06:40:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 06:41:16 - mmengine - INFO - Epoch(train) [69][3600/3757] lr: 8.3578e-02 eta: 2 days, 13:52:58 time: 0.3182 data_time: 0.0168 memory: 9201 grad_norm: 2.3423 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1152 loss: 3.1152 2022/08/14 06:41:48 - mmengine - INFO - Epoch(train) [69][3700/3757] lr: 8.3578e-02 eta: 2 days, 13:52:27 time: 0.3202 data_time: 0.0178 memory: 9201 grad_norm: 2.3616 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.2943 loss: 3.2943 2022/08/14 06:42:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 06:42:06 - mmengine - INFO - Epoch(train) [69][3757/3757] lr: 8.3578e-02 eta: 2 days, 13:52:15 time: 0.3012 data_time: 0.0153 memory: 9201 grad_norm: 2.3923 top1_acc: 0.2857 top5_acc: 0.5714 loss_cls: 3.1565 loss: 3.1565 2022/08/14 06:42:40 - mmengine - INFO - Epoch(train) [70][100/3757] lr: 8.3121e-02 eta: 2 days, 13:51:29 time: 0.3203 data_time: 0.0187 memory: 9201 grad_norm: 2.3853 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0321 loss: 3.0321 2022/08/14 06:43:12 - mmengine - INFO - Epoch(train) [70][200/3757] lr: 8.3121e-02 eta: 2 days, 13:50:58 time: 0.3185 data_time: 0.0183 memory: 9201 grad_norm: 2.3889 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2106 loss: 3.2106 2022/08/14 06:43:44 - mmengine - INFO - Epoch(train) [70][300/3757] lr: 8.3121e-02 eta: 2 days, 13:50:27 time: 0.3206 data_time: 0.0187 memory: 9201 grad_norm: 2.3792 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.2345 loss: 3.2345 2022/08/14 06:44:16 - mmengine - INFO - Epoch(train) [70][400/3757] lr: 8.3121e-02 eta: 2 days, 13:49:56 time: 0.3180 data_time: 0.0180 memory: 9201 grad_norm: 2.3917 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8371 loss: 2.8371 2022/08/14 06:44:48 - mmengine - INFO - Epoch(train) [70][500/3757] lr: 8.3121e-02 eta: 2 days, 13:49:25 time: 0.3189 data_time: 0.0171 memory: 9201 grad_norm: 2.3828 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0749 loss: 3.0749 2022/08/14 06:45:20 - mmengine - INFO - Epoch(train) [70][600/3757] lr: 8.3121e-02 eta: 2 days, 13:48:54 time: 0.3191 data_time: 0.0175 memory: 9201 grad_norm: 2.3732 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.3868 loss: 3.3868 2022/08/14 06:45:52 - mmengine - INFO - Epoch(train) [70][700/3757] lr: 8.3121e-02 eta: 2 days, 13:48:23 time: 0.3191 data_time: 0.0176 memory: 9201 grad_norm: 2.3545 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0839 loss: 3.0839 2022/08/14 06:46:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 06:46:24 - mmengine - INFO - Epoch(train) [70][800/3757] lr: 8.3121e-02 eta: 2 days, 13:47:52 time: 0.3196 data_time: 0.0179 memory: 9201 grad_norm: 2.3497 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0189 loss: 3.0189 2022/08/14 06:46:56 - mmengine - INFO - Epoch(train) [70][900/3757] lr: 8.3121e-02 eta: 2 days, 13:47:21 time: 0.3173 data_time: 0.0170 memory: 9201 grad_norm: 2.4341 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0128 loss: 3.0128 2022/08/14 06:47:29 - mmengine - INFO - Epoch(train) [70][1000/3757] lr: 8.3121e-02 eta: 2 days, 13:46:51 time: 0.3198 data_time: 0.0175 memory: 9201 grad_norm: 2.3786 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1853 loss: 3.1853 2022/08/14 06:48:01 - mmengine - INFO - Epoch(train) [70][1100/3757] lr: 8.3121e-02 eta: 2 days, 13:46:20 time: 0.3186 data_time: 0.0168 memory: 9201 grad_norm: 2.4068 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0529 loss: 3.0529 2022/08/14 06:48:33 - mmengine - INFO - Epoch(train) [70][1200/3757] lr: 8.3121e-02 eta: 2 days, 13:45:48 time: 0.3194 data_time: 0.0171 memory: 9201 grad_norm: 2.3852 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9922 loss: 2.9922 2022/08/14 06:49:05 - mmengine - INFO - Epoch(train) [70][1300/3757] lr: 8.3121e-02 eta: 2 days, 13:45:18 time: 0.3190 data_time: 0.0179 memory: 9201 grad_norm: 2.2858 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0478 loss: 3.0478 2022/08/14 06:49:37 - mmengine - INFO - Epoch(train) [70][1400/3757] lr: 8.3121e-02 eta: 2 days, 13:44:46 time: 0.3184 data_time: 0.0163 memory: 9201 grad_norm: 2.3824 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.2996 loss: 3.2996 2022/08/14 06:50:09 - mmengine - INFO - Epoch(train) [70][1500/3757] lr: 8.3121e-02 eta: 2 days, 13:44:16 time: 0.3199 data_time: 0.0175 memory: 9201 grad_norm: 2.4011 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0390 loss: 3.0390 2022/08/14 06:50:41 - mmengine - INFO - Epoch(train) [70][1600/3757] lr: 8.3121e-02 eta: 2 days, 13:43:45 time: 0.3248 data_time: 0.0184 memory: 9201 grad_norm: 2.3187 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.2906 loss: 3.2906 2022/08/14 06:51:13 - mmengine - INFO - Epoch(train) [70][1700/3757] lr: 8.3121e-02 eta: 2 days, 13:43:14 time: 0.3194 data_time: 0.0172 memory: 9201 grad_norm: 2.3504 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1205 loss: 3.1205 2022/08/14 06:51:34 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 06:51:45 - mmengine - INFO - Epoch(train) [70][1800/3757] lr: 8.3121e-02 eta: 2 days, 13:42:43 time: 0.3207 data_time: 0.0190 memory: 9201 grad_norm: 2.3359 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3334 loss: 3.3334 2022/08/14 06:52:17 - mmengine - INFO - Epoch(train) [70][1900/3757] lr: 8.3121e-02 eta: 2 days, 13:42:12 time: 0.3173 data_time: 0.0161 memory: 9201 grad_norm: 2.3481 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2071 loss: 3.2071 2022/08/14 06:52:49 - mmengine - INFO - Epoch(train) [70][2000/3757] lr: 8.3121e-02 eta: 2 days, 13:41:41 time: 0.3195 data_time: 0.0172 memory: 9201 grad_norm: 2.4081 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8705 loss: 2.8705 2022/08/14 06:53:21 - mmengine - INFO - Epoch(train) [70][2100/3757] lr: 8.3121e-02 eta: 2 days, 13:41:10 time: 0.3239 data_time: 0.0185 memory: 9201 grad_norm: 2.3892 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9195 loss: 2.9195 2022/08/14 06:53:53 - mmengine - INFO - Epoch(train) [70][2200/3757] lr: 8.3121e-02 eta: 2 days, 13:40:39 time: 0.3206 data_time: 0.0168 memory: 9201 grad_norm: 2.3845 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0362 loss: 3.0362 2022/08/14 06:54:25 - mmengine - INFO - Epoch(train) [70][2300/3757] lr: 8.3121e-02 eta: 2 days, 13:40:08 time: 0.3186 data_time: 0.0172 memory: 9201 grad_norm: 2.3383 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1256 loss: 3.1256 2022/08/14 06:54:57 - mmengine - INFO - Epoch(train) [70][2400/3757] lr: 8.3121e-02 eta: 2 days, 13:39:37 time: 0.3166 data_time: 0.0169 memory: 9201 grad_norm: 2.3045 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.7435 loss: 2.7435 2022/08/14 06:55:30 - mmengine - INFO - Epoch(train) [70][2500/3757] lr: 8.3121e-02 eta: 2 days, 13:39:06 time: 0.3159 data_time: 0.0160 memory: 9201 grad_norm: 2.3667 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1065 loss: 3.1065 2022/08/14 06:56:01 - mmengine - INFO - Epoch(train) [70][2600/3757] lr: 8.3121e-02 eta: 2 days, 13:38:35 time: 0.3217 data_time: 0.0179 memory: 9201 grad_norm: 2.3600 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.4842 loss: 3.4842 2022/08/14 06:56:34 - mmengine - INFO - Epoch(train) [70][2700/3757] lr: 8.3121e-02 eta: 2 days, 13:38:04 time: 0.3202 data_time: 0.0186 memory: 9201 grad_norm: 2.3905 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9549 loss: 2.9549 2022/08/14 06:56:55 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 06:57:06 - mmengine - INFO - Epoch(train) [70][2800/3757] lr: 8.3121e-02 eta: 2 days, 13:37:33 time: 0.3188 data_time: 0.0176 memory: 9201 grad_norm: 2.3616 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3120 loss: 3.3120 2022/08/14 06:57:38 - mmengine - INFO - Epoch(train) [70][2900/3757] lr: 8.3121e-02 eta: 2 days, 13:37:02 time: 0.3181 data_time: 0.0166 memory: 9201 grad_norm: 2.3895 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9742 loss: 2.9742 2022/08/14 06:58:10 - mmengine - INFO - Epoch(train) [70][3000/3757] lr: 8.3121e-02 eta: 2 days, 13:36:31 time: 0.3186 data_time: 0.0176 memory: 9201 grad_norm: 2.3104 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0722 loss: 3.0722 2022/08/14 06:58:42 - mmengine - INFO - Epoch(train) [70][3100/3757] lr: 8.3121e-02 eta: 2 days, 13:36:01 time: 0.3192 data_time: 0.0173 memory: 9201 grad_norm: 2.2958 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1181 loss: 3.1181 2022/08/14 06:59:14 - mmengine - INFO - Epoch(train) [70][3200/3757] lr: 8.3121e-02 eta: 2 days, 13:35:30 time: 0.3175 data_time: 0.0172 memory: 9201 grad_norm: 2.2441 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1502 loss: 3.1502 2022/08/14 06:59:47 - mmengine - INFO - Epoch(train) [70][3300/3757] lr: 8.3121e-02 eta: 2 days, 13:34:59 time: 0.3206 data_time: 0.0174 memory: 9201 grad_norm: 2.3597 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9753 loss: 2.9753 2022/08/14 07:00:19 - mmengine - INFO - Epoch(train) [70][3400/3757] lr: 8.3121e-02 eta: 2 days, 13:34:28 time: 0.3182 data_time: 0.0173 memory: 9201 grad_norm: 2.3407 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9659 loss: 2.9659 2022/08/14 07:00:51 - mmengine - INFO - Epoch(train) [70][3500/3757] lr: 8.3121e-02 eta: 2 days, 13:33:58 time: 0.3205 data_time: 0.0177 memory: 9201 grad_norm: 2.2854 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1084 loss: 3.1084 2022/08/14 07:01:23 - mmengine - INFO - Epoch(train) [70][3600/3757] lr: 8.3121e-02 eta: 2 days, 13:33:26 time: 0.3181 data_time: 0.0171 memory: 9201 grad_norm: 2.2968 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0488 loss: 3.0488 2022/08/14 07:01:55 - mmengine - INFO - Epoch(train) [70][3700/3757] lr: 8.3121e-02 eta: 2 days, 13:32:55 time: 0.3203 data_time: 0.0174 memory: 9201 grad_norm: 2.3990 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.1971 loss: 3.1971 2022/08/14 07:02:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 07:02:13 - mmengine - INFO - Epoch(train) [70][3757/3757] lr: 8.3121e-02 eta: 2 days, 13:32:43 time: 0.3033 data_time: 0.0167 memory: 9201 grad_norm: 2.3439 top1_acc: 0.2857 top5_acc: 0.5714 loss_cls: 3.1778 loss: 3.1778 2022/08/14 07:02:36 - mmengine - INFO - Epoch(val) [70][100/310] eta: 0:00:48 time: 0.2322 data_time: 0.1163 memory: 1522 2022/08/14 07:02:56 - mmengine - INFO - Epoch(val) [70][200/310] eta: 0:00:20 time: 0.1875 data_time: 0.0781 memory: 1522 2022/08/14 07:03:18 - mmengine - INFO - Epoch(val) [70][300/310] eta: 0:00:02 time: 0.2124 data_time: 0.1027 memory: 1522 2022/08/14 07:03:22 - mmengine - INFO - Epoch(val) [70][310/310] acc/top1: 0.4077 acc/top5: 0.6825 acc/mean1: 0.4076 2022/08/14 07:03:22 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb/best_acc/top1_epoch_61.pth is removed 2022/08/14 07:03:24 - mmengine - INFO - The best checkpoint with 0.4077 acc/top1 at 71 epoch is saved to best_acc/top1_epoch_71.pth. 2022/08/14 07:03:29 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 07:03:57 - mmengine - INFO - Epoch(train) [71][100/3757] lr: 8.2659e-02 eta: 2 days, 13:31:55 time: 0.3186 data_time: 0.0166 memory: 9201 grad_norm: 2.3805 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8122 loss: 2.8122 2022/08/14 07:04:30 - mmengine - INFO - Epoch(train) [71][200/3757] lr: 8.2659e-02 eta: 2 days, 13:31:24 time: 0.3197 data_time: 0.0174 memory: 9201 grad_norm: 2.4965 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0564 loss: 3.0564 2022/08/14 07:05:02 - mmengine - INFO - Epoch(train) [71][300/3757] lr: 8.2659e-02 eta: 2 days, 13:30:53 time: 0.3198 data_time: 0.0178 memory: 9201 grad_norm: 2.3636 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9614 loss: 2.9614 2022/08/14 07:05:34 - mmengine - INFO - Epoch(train) [71][400/3757] lr: 8.2659e-02 eta: 2 days, 13:30:22 time: 0.3176 data_time: 0.0172 memory: 9201 grad_norm: 2.4534 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.2135 loss: 3.2135 2022/08/14 07:06:06 - mmengine - INFO - Epoch(train) [71][500/3757] lr: 8.2659e-02 eta: 2 days, 13:29:51 time: 0.3205 data_time: 0.0174 memory: 9201 grad_norm: 2.3189 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2467 loss: 3.2467 2022/08/14 07:06:38 - mmengine - INFO - Epoch(train) [71][600/3757] lr: 8.2659e-02 eta: 2 days, 13:29:20 time: 0.3184 data_time: 0.0175 memory: 9201 grad_norm: 2.2825 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7842 loss: 2.7842 2022/08/14 07:07:10 - mmengine - INFO - Epoch(train) [71][700/3757] lr: 8.2659e-02 eta: 2 days, 13:28:49 time: 0.3188 data_time: 0.0171 memory: 9201 grad_norm: 2.4286 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1970 loss: 3.1970 2022/08/14 07:07:42 - mmengine - INFO - Epoch(train) [71][800/3757] lr: 8.2659e-02 eta: 2 days, 13:28:18 time: 0.3189 data_time: 0.0169 memory: 9201 grad_norm: 2.3365 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1847 loss: 3.1847 2022/08/14 07:08:14 - mmengine - INFO - Epoch(train) [71][900/3757] lr: 8.2659e-02 eta: 2 days, 13:27:47 time: 0.3197 data_time: 0.0191 memory: 9201 grad_norm: 2.4196 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0255 loss: 3.0255 2022/08/14 07:08:46 - mmengine - INFO - Epoch(train) [71][1000/3757] lr: 8.2659e-02 eta: 2 days, 13:27:16 time: 0.3197 data_time: 0.0167 memory: 9201 grad_norm: 2.4270 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9734 loss: 2.9734 2022/08/14 07:08:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 07:09:18 - mmengine - INFO - Epoch(train) [71][1100/3757] lr: 8.2659e-02 eta: 2 days, 13:26:45 time: 0.3189 data_time: 0.0168 memory: 9201 grad_norm: 2.4639 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3199 loss: 3.3199 2022/08/14 07:09:50 - mmengine - INFO - Epoch(train) [71][1200/3757] lr: 8.2659e-02 eta: 2 days, 13:26:14 time: 0.3197 data_time: 0.0171 memory: 9201 grad_norm: 2.4081 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2481 loss: 3.2481 2022/08/14 07:10:22 - mmengine - INFO - Epoch(train) [71][1300/3757] lr: 8.2659e-02 eta: 2 days, 13:25:43 time: 0.3194 data_time: 0.0176 memory: 9201 grad_norm: 2.3933 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.9912 loss: 2.9912 2022/08/14 07:10:54 - mmengine - INFO - Epoch(train) [71][1400/3757] lr: 8.2659e-02 eta: 2 days, 13:25:12 time: 0.3187 data_time: 0.0171 memory: 9201 grad_norm: 2.3606 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2353 loss: 3.2353 2022/08/14 07:11:26 - mmengine - INFO - Epoch(train) [71][1500/3757] lr: 8.2659e-02 eta: 2 days, 13:24:41 time: 0.3198 data_time: 0.0184 memory: 9201 grad_norm: 2.3190 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2200 loss: 3.2200 2022/08/14 07:11:58 - mmengine - INFO - Epoch(train) [71][1600/3757] lr: 8.2659e-02 eta: 2 days, 13:24:10 time: 0.3176 data_time: 0.0166 memory: 9201 grad_norm: 2.4690 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.1444 loss: 3.1444 2022/08/14 07:12:31 - mmengine - INFO - Epoch(train) [71][1700/3757] lr: 8.2659e-02 eta: 2 days, 13:23:39 time: 0.3192 data_time: 0.0173 memory: 9201 grad_norm: 2.3411 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0706 loss: 3.0706 2022/08/14 07:13:02 - mmengine - INFO - Epoch(train) [71][1800/3757] lr: 8.2659e-02 eta: 2 days, 13:23:08 time: 0.3176 data_time: 0.0177 memory: 9201 grad_norm: 2.4588 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1001 loss: 3.1001 2022/08/14 07:13:35 - mmengine - INFO - Epoch(train) [71][1900/3757] lr: 8.2659e-02 eta: 2 days, 13:22:37 time: 0.3194 data_time: 0.0172 memory: 9201 grad_norm: 2.3952 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9845 loss: 2.9845 2022/08/14 07:14:07 - mmengine - INFO - Epoch(train) [71][2000/3757] lr: 8.2659e-02 eta: 2 days, 13:22:06 time: 0.3219 data_time: 0.0173 memory: 9201 grad_norm: 2.3118 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.9329 loss: 2.9329 2022/08/14 07:14:10 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 07:14:39 - mmengine - INFO - Epoch(train) [71][2100/3757] lr: 8.2659e-02 eta: 2 days, 13:21:35 time: 0.3173 data_time: 0.0166 memory: 9201 grad_norm: 2.2871 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0496 loss: 3.0496 2022/08/14 07:15:11 - mmengine - INFO - Epoch(train) [71][2200/3757] lr: 8.2659e-02 eta: 2 days, 13:21:04 time: 0.3191 data_time: 0.0172 memory: 9201 grad_norm: 2.3201 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2296 loss: 3.2296 2022/08/14 07:15:43 - mmengine - INFO - Epoch(train) [71][2300/3757] lr: 8.2659e-02 eta: 2 days, 13:20:33 time: 0.3189 data_time: 0.0182 memory: 9201 grad_norm: 2.4011 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1136 loss: 3.1136 2022/08/14 07:16:15 - mmengine - INFO - Epoch(train) [71][2400/3757] lr: 8.2659e-02 eta: 2 days, 13:20:02 time: 0.3186 data_time: 0.0167 memory: 9201 grad_norm: 2.3232 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3911 loss: 3.3911 2022/08/14 07:16:47 - mmengine - INFO - Epoch(train) [71][2500/3757] lr: 8.2659e-02 eta: 2 days, 13:19:31 time: 0.3244 data_time: 0.0174 memory: 9201 grad_norm: 2.3091 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.3702 loss: 3.3702 2022/08/14 07:17:19 - mmengine - INFO - Epoch(train) [71][2600/3757] lr: 8.2659e-02 eta: 2 days, 13:19:00 time: 0.3198 data_time: 0.0174 memory: 9201 grad_norm: 2.3914 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.8010 loss: 2.8010 2022/08/14 07:17:51 - mmengine - INFO - Epoch(train) [71][2700/3757] lr: 8.2659e-02 eta: 2 days, 13:18:29 time: 0.3195 data_time: 0.0182 memory: 9201 grad_norm: 2.3457 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8147 loss: 2.8147 2022/08/14 07:18:23 - mmengine - INFO - Epoch(train) [71][2800/3757] lr: 8.2659e-02 eta: 2 days, 13:17:58 time: 0.3218 data_time: 0.0166 memory: 9201 grad_norm: 2.3018 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.0701 loss: 3.0701 2022/08/14 07:18:56 - mmengine - INFO - Epoch(train) [71][2900/3757] lr: 8.2659e-02 eta: 2 days, 13:17:28 time: 0.3195 data_time: 0.0177 memory: 9201 grad_norm: 2.3702 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2807 loss: 3.2807 2022/08/14 07:19:28 - mmengine - INFO - Epoch(train) [71][3000/3757] lr: 8.2659e-02 eta: 2 days, 13:16:57 time: 0.3188 data_time: 0.0175 memory: 9201 grad_norm: 2.3472 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1412 loss: 3.1412 2022/08/14 07:19:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 07:20:00 - mmengine - INFO - Epoch(train) [71][3100/3757] lr: 8.2659e-02 eta: 2 days, 13:16:25 time: 0.3184 data_time: 0.0177 memory: 9201 grad_norm: 2.3331 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1001 loss: 3.1001 2022/08/14 07:20:32 - mmengine - INFO - Epoch(train) [71][3200/3757] lr: 8.2659e-02 eta: 2 days, 13:15:54 time: 0.3190 data_time: 0.0182 memory: 9201 grad_norm: 2.3157 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6669 loss: 2.6669 2022/08/14 07:21:04 - mmengine - INFO - Epoch(train) [71][3300/3757] lr: 8.2659e-02 eta: 2 days, 13:15:24 time: 0.3198 data_time: 0.0183 memory: 9201 grad_norm: 2.3560 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.7938 loss: 2.7938 2022/08/14 07:21:36 - mmengine - INFO - Epoch(train) [71][3400/3757] lr: 8.2659e-02 eta: 2 days, 13:14:52 time: 0.3176 data_time: 0.0161 memory: 9201 grad_norm: 2.4389 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2944 loss: 3.2944 2022/08/14 07:22:08 - mmengine - INFO - Epoch(train) [71][3500/3757] lr: 8.2659e-02 eta: 2 days, 13:14:21 time: 0.3194 data_time: 0.0183 memory: 9201 grad_norm: 2.4541 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9393 loss: 2.9393 2022/08/14 07:22:40 - mmengine - INFO - Epoch(train) [71][3600/3757] lr: 8.2659e-02 eta: 2 days, 13:13:50 time: 0.3177 data_time: 0.0168 memory: 9201 grad_norm: 2.4379 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0790 loss: 3.0790 2022/08/14 07:23:12 - mmengine - INFO - Epoch(train) [71][3700/3757] lr: 8.2659e-02 eta: 2 days, 13:13:19 time: 0.3184 data_time: 0.0166 memory: 9201 grad_norm: 2.3935 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8284 loss: 2.8284 2022/08/14 07:23:30 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 07:23:30 - mmengine - INFO - Epoch(train) [71][3757/3757] lr: 8.2659e-02 eta: 2 days, 13:13:07 time: 0.3011 data_time: 0.0142 memory: 9201 grad_norm: 2.3711 top1_acc: 0.2857 top5_acc: 0.5714 loss_cls: 3.0224 loss: 3.0224 2022/08/14 07:24:04 - mmengine - INFO - Epoch(train) [72][100/3757] lr: 8.2192e-02 eta: 2 days, 13:12:22 time: 0.3229 data_time: 0.0181 memory: 9201 grad_norm: 2.3762 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9125 loss: 2.9125 2022/08/14 07:24:36 - mmengine - INFO - Epoch(train) [72][200/3757] lr: 8.2192e-02 eta: 2 days, 13:11:51 time: 0.3186 data_time: 0.0172 memory: 9201 grad_norm: 2.3729 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0527 loss: 3.0527 2022/08/14 07:24:53 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 07:25:08 - mmengine - INFO - Epoch(train) [72][300/3757] lr: 8.2192e-02 eta: 2 days, 13:11:20 time: 0.3198 data_time: 0.0179 memory: 9201 grad_norm: 2.3139 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.0186 loss: 3.0186 2022/08/14 07:25:40 - mmengine - INFO - Epoch(train) [72][400/3757] lr: 8.2192e-02 eta: 2 days, 13:10:48 time: 0.3174 data_time: 0.0167 memory: 9201 grad_norm: 2.4354 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7338 loss: 2.7338 2022/08/14 07:26:12 - mmengine - INFO - Epoch(train) [72][500/3757] lr: 8.2192e-02 eta: 2 days, 13:10:18 time: 0.3180 data_time: 0.0173 memory: 9201 grad_norm: 2.3028 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9659 loss: 2.9659 2022/08/14 07:26:44 - mmengine - INFO - Epoch(train) [72][600/3757] lr: 8.2192e-02 eta: 2 days, 13:09:47 time: 0.3194 data_time: 0.0167 memory: 9201 grad_norm: 2.3106 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8659 loss: 2.8659 2022/08/14 07:27:16 - mmengine - INFO - Epoch(train) [72][700/3757] lr: 8.2192e-02 eta: 2 days, 13:09:16 time: 0.3214 data_time: 0.0183 memory: 9201 grad_norm: 2.3696 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.1890 loss: 3.1890 2022/08/14 07:27:49 - mmengine - INFO - Epoch(train) [72][800/3757] lr: 8.2192e-02 eta: 2 days, 13:08:45 time: 0.3192 data_time: 0.0177 memory: 9201 grad_norm: 2.3842 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2198 loss: 3.2198 2022/08/14 07:28:21 - mmengine - INFO - Epoch(train) [72][900/3757] lr: 8.2192e-02 eta: 2 days, 13:08:14 time: 0.3196 data_time: 0.0173 memory: 9201 grad_norm: 2.3198 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7339 loss: 2.7339 2022/08/14 07:28:53 - mmengine - INFO - Epoch(train) [72][1000/3757] lr: 8.2192e-02 eta: 2 days, 13:07:43 time: 0.3185 data_time: 0.0175 memory: 9201 grad_norm: 2.3606 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0036 loss: 3.0036 2022/08/14 07:29:25 - mmengine - INFO - Epoch(train) [72][1100/3757] lr: 8.2192e-02 eta: 2 days, 13:07:12 time: 0.3208 data_time: 0.0191 memory: 9201 grad_norm: 2.3448 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1481 loss: 3.1481 2022/08/14 07:29:57 - mmengine - INFO - Epoch(train) [72][1200/3757] lr: 8.2192e-02 eta: 2 days, 13:06:41 time: 0.3190 data_time: 0.0176 memory: 9201 grad_norm: 2.3967 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0153 loss: 3.0153 2022/08/14 07:30:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 07:30:29 - mmengine - INFO - Epoch(train) [72][1300/3757] lr: 8.2192e-02 eta: 2 days, 13:06:10 time: 0.3178 data_time: 0.0165 memory: 9201 grad_norm: 2.4536 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9904 loss: 2.9904 2022/08/14 07:31:01 - mmengine - INFO - Epoch(train) [72][1400/3757] lr: 8.2192e-02 eta: 2 days, 13:05:39 time: 0.3177 data_time: 0.0179 memory: 9201 grad_norm: 2.3238 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0270 loss: 3.0270 2022/08/14 07:31:33 - mmengine - INFO - Epoch(train) [72][1500/3757] lr: 8.2192e-02 eta: 2 days, 13:05:08 time: 0.3171 data_time: 0.0170 memory: 9201 grad_norm: 2.4460 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.1097 loss: 3.1097 2022/08/14 07:32:05 - mmengine - INFO - Epoch(train) [72][1600/3757] lr: 8.2192e-02 eta: 2 days, 13:04:37 time: 0.3206 data_time: 0.0185 memory: 9201 grad_norm: 2.3248 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0896 loss: 3.0896 2022/08/14 07:32:37 - mmengine - INFO - Epoch(train) [72][1700/3757] lr: 8.2192e-02 eta: 2 days, 13:04:05 time: 0.3212 data_time: 0.0164 memory: 9201 grad_norm: 2.4276 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1747 loss: 3.1747 2022/08/14 07:33:09 - mmengine - INFO - Epoch(train) [72][1800/3757] lr: 8.2192e-02 eta: 2 days, 13:03:34 time: 0.3175 data_time: 0.0170 memory: 9201 grad_norm: 2.4121 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8737 loss: 2.8737 2022/08/14 07:33:41 - mmengine - INFO - Epoch(train) [72][1900/3757] lr: 8.2192e-02 eta: 2 days, 13:03:03 time: 0.3176 data_time: 0.0171 memory: 9201 grad_norm: 2.2671 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5514 loss: 2.5514 2022/08/14 07:34:13 - mmengine - INFO - Epoch(train) [72][2000/3757] lr: 8.2192e-02 eta: 2 days, 13:02:32 time: 0.3185 data_time: 0.0182 memory: 9201 grad_norm: 2.3573 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7636 loss: 2.7636 2022/08/14 07:34:45 - mmengine - INFO - Epoch(train) [72][2100/3757] lr: 8.2192e-02 eta: 2 days, 13:02:01 time: 0.3195 data_time: 0.0197 memory: 9201 grad_norm: 2.4029 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8006 loss: 2.8006 2022/08/14 07:35:17 - mmengine - INFO - Epoch(train) [72][2200/3757] lr: 8.2192e-02 eta: 2 days, 13:01:30 time: 0.3183 data_time: 0.0163 memory: 9201 grad_norm: 2.3992 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0635 loss: 3.0635 2022/08/14 07:35:34 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 07:35:49 - mmengine - INFO - Epoch(train) [72][2300/3757] lr: 8.2192e-02 eta: 2 days, 13:00:59 time: 0.3185 data_time: 0.0176 memory: 9201 grad_norm: 2.3006 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.1906 loss: 3.1906 2022/08/14 07:36:21 - mmengine - INFO - Epoch(train) [72][2400/3757] lr: 8.2192e-02 eta: 2 days, 13:00:28 time: 0.3177 data_time: 0.0170 memory: 9201 grad_norm: 2.3771 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1751 loss: 3.1751 2022/08/14 07:36:54 - mmengine - INFO - Epoch(train) [72][2500/3757] lr: 8.2192e-02 eta: 2 days, 12:59:57 time: 0.3227 data_time: 0.0188 memory: 9201 grad_norm: 2.4514 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4400 loss: 3.4400 2022/08/14 07:37:26 - mmengine - INFO - Epoch(train) [72][2600/3757] lr: 8.2192e-02 eta: 2 days, 12:59:26 time: 0.3188 data_time: 0.0175 memory: 9201 grad_norm: 2.4506 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1531 loss: 3.1531 2022/08/14 07:37:58 - mmengine - INFO - Epoch(train) [72][2700/3757] lr: 8.2192e-02 eta: 2 days, 12:58:55 time: 0.3193 data_time: 0.0171 memory: 9201 grad_norm: 2.3493 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0110 loss: 3.0110 2022/08/14 07:38:30 - mmengine - INFO - Epoch(train) [72][2800/3757] lr: 8.2192e-02 eta: 2 days, 12:58:24 time: 0.3188 data_time: 0.0173 memory: 9201 grad_norm: 2.3245 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.4092 loss: 3.4092 2022/08/14 07:39:02 - mmengine - INFO - Epoch(train) [72][2900/3757] lr: 8.2192e-02 eta: 2 days, 12:57:53 time: 0.3188 data_time: 0.0161 memory: 9201 grad_norm: 2.3725 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9970 loss: 2.9970 2022/08/14 07:39:34 - mmengine - INFO - Epoch(train) [72][3000/3757] lr: 8.2192e-02 eta: 2 days, 12:57:22 time: 0.3213 data_time: 0.0176 memory: 9201 grad_norm: 2.3726 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1634 loss: 3.1634 2022/08/14 07:40:06 - mmengine - INFO - Epoch(train) [72][3100/3757] lr: 8.2192e-02 eta: 2 days, 12:56:51 time: 0.3189 data_time: 0.0181 memory: 9201 grad_norm: 2.3733 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1518 loss: 3.1518 2022/08/14 07:40:38 - mmengine - INFO - Epoch(train) [72][3200/3757] lr: 8.2192e-02 eta: 2 days, 12:56:20 time: 0.3217 data_time: 0.0179 memory: 9201 grad_norm: 2.3828 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8841 loss: 2.8841 2022/08/14 07:40:55 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 07:41:11 - mmengine - INFO - Epoch(train) [72][3300/3757] lr: 8.2192e-02 eta: 2 days, 12:55:50 time: 0.3182 data_time: 0.0173 memory: 9201 grad_norm: 2.3894 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.1133 loss: 3.1133 2022/08/14 07:41:43 - mmengine - INFO - Epoch(train) [72][3400/3757] lr: 8.2192e-02 eta: 2 days, 12:55:19 time: 0.3175 data_time: 0.0167 memory: 9201 grad_norm: 2.3497 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7000 loss: 2.7000 2022/08/14 07:42:15 - mmengine - INFO - Epoch(train) [72][3500/3757] lr: 8.2192e-02 eta: 2 days, 12:54:48 time: 0.3186 data_time: 0.0177 memory: 9201 grad_norm: 2.3799 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1448 loss: 3.1448 2022/08/14 07:42:47 - mmengine - INFO - Epoch(train) [72][3600/3757] lr: 8.2192e-02 eta: 2 days, 12:54:17 time: 0.3194 data_time: 0.0184 memory: 9201 grad_norm: 2.3894 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0523 loss: 3.0523 2022/08/14 07:43:19 - mmengine - INFO - Epoch(train) [72][3700/3757] lr: 8.2192e-02 eta: 2 days, 12:53:46 time: 0.3195 data_time: 0.0164 memory: 9201 grad_norm: 2.3497 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0673 loss: 3.0673 2022/08/14 07:43:37 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 07:43:37 - mmengine - INFO - Epoch(train) [72][3757/3757] lr: 8.2192e-02 eta: 2 days, 12:53:34 time: 0.3056 data_time: 0.0157 memory: 9201 grad_norm: 2.3976 top1_acc: 0.2857 top5_acc: 0.7143 loss_cls: 2.9780 loss: 2.9780 2022/08/14 07:43:37 - mmengine - INFO - Saving checkpoint at 72 epochs 2022/08/14 07:44:13 - mmengine - INFO - Epoch(train) [73][100/3757] lr: 8.1720e-02 eta: 2 days, 12:52:46 time: 0.3187 data_time: 0.0173 memory: 9201 grad_norm: 2.3965 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.6767 loss: 2.6767 2022/08/14 07:44:45 - mmengine - INFO - Epoch(train) [73][200/3757] lr: 8.1720e-02 eta: 2 days, 12:52:15 time: 0.3166 data_time: 0.0164 memory: 9201 grad_norm: 2.3802 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0770 loss: 3.0770 2022/08/14 07:45:17 - mmengine - INFO - Epoch(train) [73][300/3757] lr: 8.1720e-02 eta: 2 days, 12:51:45 time: 0.3220 data_time: 0.0175 memory: 9201 grad_norm: 2.3092 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3057 loss: 3.3057 2022/08/14 07:45:49 - mmengine - INFO - Epoch(train) [73][400/3757] lr: 8.1720e-02 eta: 2 days, 12:51:14 time: 0.3176 data_time: 0.0170 memory: 9201 grad_norm: 2.3765 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1918 loss: 3.1918 2022/08/14 07:46:20 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 07:46:21 - mmengine - INFO - Epoch(train) [73][500/3757] lr: 8.1720e-02 eta: 2 days, 12:50:42 time: 0.3182 data_time: 0.0174 memory: 9201 grad_norm: 2.3650 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9407 loss: 2.9407 2022/08/14 07:46:53 - mmengine - INFO - Epoch(train) [73][600/3757] lr: 8.1720e-02 eta: 2 days, 12:50:11 time: 0.3178 data_time: 0.0171 memory: 9201 grad_norm: 2.3352 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5913 loss: 2.5913 2022/08/14 07:47:25 - mmengine - INFO - Epoch(train) [73][700/3757] lr: 8.1720e-02 eta: 2 days, 12:49:40 time: 0.3206 data_time: 0.0176 memory: 9201 grad_norm: 2.4147 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2044 loss: 3.2044 2022/08/14 07:47:57 - mmengine - INFO - Epoch(train) [73][800/3757] lr: 8.1720e-02 eta: 2 days, 12:49:09 time: 0.3204 data_time: 0.0177 memory: 9201 grad_norm: 2.3991 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8537 loss: 2.8537 2022/08/14 07:48:29 - mmengine - INFO - Epoch(train) [73][900/3757] lr: 8.1720e-02 eta: 2 days, 12:48:38 time: 0.3187 data_time: 0.0170 memory: 9201 grad_norm: 2.3131 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9965 loss: 2.9965 2022/08/14 07:49:02 - mmengine - INFO - Epoch(train) [73][1000/3757] lr: 8.1720e-02 eta: 2 days, 12:48:07 time: 0.3183 data_time: 0.0172 memory: 9201 grad_norm: 2.4275 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0246 loss: 3.0246 2022/08/14 07:49:34 - mmengine - INFO - Epoch(train) [73][1100/3757] lr: 8.1720e-02 eta: 2 days, 12:47:37 time: 0.3203 data_time: 0.0177 memory: 9201 grad_norm: 2.3450 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4758 loss: 3.4758 2022/08/14 07:50:06 - mmengine - INFO - Epoch(train) [73][1200/3757] lr: 8.1720e-02 eta: 2 days, 12:47:06 time: 0.3205 data_time: 0.0174 memory: 9201 grad_norm: 2.3908 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1159 loss: 3.1159 2022/08/14 07:50:38 - mmengine - INFO - Epoch(train) [73][1300/3757] lr: 8.1720e-02 eta: 2 days, 12:46:35 time: 0.3214 data_time: 0.0176 memory: 9201 grad_norm: 2.3943 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.1623 loss: 3.1623 2022/08/14 07:51:10 - mmengine - INFO - Epoch(train) [73][1400/3757] lr: 8.1720e-02 eta: 2 days, 12:46:04 time: 0.3188 data_time: 0.0179 memory: 9201 grad_norm: 2.4527 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.1743 loss: 3.1743 2022/08/14 07:51:41 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 07:51:42 - mmengine - INFO - Epoch(train) [73][1500/3757] lr: 8.1720e-02 eta: 2 days, 12:45:33 time: 0.3188 data_time: 0.0169 memory: 9201 grad_norm: 2.3625 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0146 loss: 3.0146 2022/08/14 07:52:14 - mmengine - INFO - Epoch(train) [73][1600/3757] lr: 8.1720e-02 eta: 2 days, 12:45:02 time: 0.3192 data_time: 0.0170 memory: 9201 grad_norm: 2.3978 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.1432 loss: 3.1432 2022/08/14 07:52:47 - mmengine - INFO - Epoch(train) [73][1700/3757] lr: 8.1720e-02 eta: 2 days, 12:44:31 time: 0.3223 data_time: 0.0180 memory: 9201 grad_norm: 2.3504 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1425 loss: 3.1425 2022/08/14 07:53:19 - mmengine - INFO - Epoch(train) [73][1800/3757] lr: 8.1720e-02 eta: 2 days, 12:44:00 time: 0.3208 data_time: 0.0171 memory: 9201 grad_norm: 2.4053 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0144 loss: 3.0144 2022/08/14 07:53:51 - mmengine - INFO - Epoch(train) [73][1900/3757] lr: 8.1720e-02 eta: 2 days, 12:43:29 time: 0.3206 data_time: 0.0180 memory: 9201 grad_norm: 2.4424 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1512 loss: 3.1512 2022/08/14 07:54:23 - mmengine - INFO - Epoch(train) [73][2000/3757] lr: 8.1720e-02 eta: 2 days, 12:42:58 time: 0.3177 data_time: 0.0171 memory: 9201 grad_norm: 2.4005 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4011 loss: 3.4011 2022/08/14 07:54:55 - mmengine - INFO - Epoch(train) [73][2100/3757] lr: 8.1720e-02 eta: 2 days, 12:42:27 time: 0.3170 data_time: 0.0172 memory: 9201 grad_norm: 2.3854 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1033 loss: 3.1033 2022/08/14 07:55:27 - mmengine - INFO - Epoch(train) [73][2200/3757] lr: 8.1720e-02 eta: 2 days, 12:41:56 time: 0.3197 data_time: 0.0181 memory: 9201 grad_norm: 2.4297 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8557 loss: 2.8557 2022/08/14 07:55:59 - mmengine - INFO - Epoch(train) [73][2300/3757] lr: 8.1720e-02 eta: 2 days, 12:41:25 time: 0.3202 data_time: 0.0181 memory: 9201 grad_norm: 2.2776 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9197 loss: 2.9197 2022/08/14 07:56:31 - mmengine - INFO - Epoch(train) [73][2400/3757] lr: 8.1720e-02 eta: 2 days, 12:40:54 time: 0.3198 data_time: 0.0179 memory: 9201 grad_norm: 2.4001 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2953 loss: 3.2953 2022/08/14 07:57:02 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 07:57:03 - mmengine - INFO - Epoch(train) [73][2500/3757] lr: 8.1720e-02 eta: 2 days, 12:40:23 time: 0.3190 data_time: 0.0171 memory: 9201 grad_norm: 2.4293 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9685 loss: 2.9685 2022/08/14 07:57:35 - mmengine - INFO - Epoch(train) [73][2600/3757] lr: 8.1720e-02 eta: 2 days, 12:39:52 time: 0.3170 data_time: 0.0163 memory: 9201 grad_norm: 2.3617 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0444 loss: 3.0444 2022/08/14 07:58:07 - mmengine - INFO - Epoch(train) [73][2700/3757] lr: 8.1720e-02 eta: 2 days, 12:39:21 time: 0.3186 data_time: 0.0183 memory: 9201 grad_norm: 2.3493 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0843 loss: 3.0843 2022/08/14 07:58:39 - mmengine - INFO - Epoch(train) [73][2800/3757] lr: 8.1720e-02 eta: 2 days, 12:38:50 time: 0.3190 data_time: 0.0168 memory: 9201 grad_norm: 2.4033 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3015 loss: 3.3015 2022/08/14 07:59:11 - mmengine - INFO - Epoch(train) [73][2900/3757] lr: 8.1720e-02 eta: 2 days, 12:38:19 time: 0.3194 data_time: 0.0180 memory: 9201 grad_norm: 2.3886 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8694 loss: 2.8694 2022/08/14 07:59:43 - mmengine - INFO - Epoch(train) [73][3000/3757] lr: 8.1720e-02 eta: 2 days, 12:37:47 time: 0.3189 data_time: 0.0168 memory: 9201 grad_norm: 2.3319 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6367 loss: 2.6367 2022/08/14 08:00:15 - mmengine - INFO - Epoch(train) [73][3100/3757] lr: 8.1720e-02 eta: 2 days, 12:37:16 time: 0.3181 data_time: 0.0167 memory: 9201 grad_norm: 2.4052 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1322 loss: 3.1322 2022/08/14 08:00:47 - mmengine - INFO - Epoch(train) [73][3200/3757] lr: 8.1720e-02 eta: 2 days, 12:36:45 time: 0.3187 data_time: 0.0164 memory: 9201 grad_norm: 2.3800 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9306 loss: 2.9306 2022/08/14 08:01:20 - mmengine - INFO - Epoch(train) [73][3300/3757] lr: 8.1720e-02 eta: 2 days, 12:36:14 time: 0.3203 data_time: 0.0183 memory: 9201 grad_norm: 2.3639 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1531 loss: 3.1531 2022/08/14 08:01:52 - mmengine - INFO - Epoch(train) [73][3400/3757] lr: 8.1720e-02 eta: 2 days, 12:35:43 time: 0.3229 data_time: 0.0185 memory: 9201 grad_norm: 2.4196 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2065 loss: 3.2065 2022/08/14 08:02:22 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 08:02:24 - mmengine - INFO - Epoch(train) [73][3500/3757] lr: 8.1720e-02 eta: 2 days, 12:35:12 time: 0.3179 data_time: 0.0182 memory: 9201 grad_norm: 2.4515 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1107 loss: 3.1107 2022/08/14 08:02:56 - mmengine - INFO - Epoch(train) [73][3600/3757] lr: 8.1720e-02 eta: 2 days, 12:34:41 time: 0.3190 data_time: 0.0179 memory: 9201 grad_norm: 2.3225 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8720 loss: 2.8720 2022/08/14 08:03:28 - mmengine - INFO - Epoch(train) [73][3700/3757] lr: 8.1720e-02 eta: 2 days, 12:34:10 time: 0.3177 data_time: 0.0164 memory: 9201 grad_norm: 2.4100 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9701 loss: 2.9701 2022/08/14 08:03:46 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 08:03:46 - mmengine - INFO - Epoch(train) [73][3757/3757] lr: 8.1720e-02 eta: 2 days, 12:33:58 time: 0.3032 data_time: 0.0157 memory: 9201 grad_norm: 2.3886 top1_acc: 0.1429 top5_acc: 0.2857 loss_cls: 2.9678 loss: 2.9678 2022/08/14 08:04:20 - mmengine - INFO - Epoch(train) [74][100/3757] lr: 8.1243e-02 eta: 2 days, 12:33:13 time: 0.3182 data_time: 0.0169 memory: 9201 grad_norm: 2.3010 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8290 loss: 2.8290 2022/08/14 08:04:52 - mmengine - INFO - Epoch(train) [74][200/3757] lr: 8.1243e-02 eta: 2 days, 12:32:42 time: 0.3182 data_time: 0.0169 memory: 9201 grad_norm: 2.3759 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2421 loss: 3.2421 2022/08/14 08:05:24 - mmengine - INFO - Epoch(train) [74][300/3757] lr: 8.1243e-02 eta: 2 days, 12:32:11 time: 0.3190 data_time: 0.0173 memory: 9201 grad_norm: 2.3247 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9382 loss: 2.9382 2022/08/14 08:05:56 - mmengine - INFO - Epoch(train) [74][400/3757] lr: 8.1243e-02 eta: 2 days, 12:31:40 time: 0.3186 data_time: 0.0177 memory: 9201 grad_norm: 2.4520 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9637 loss: 2.9637 2022/08/14 08:06:28 - mmengine - INFO - Epoch(train) [74][500/3757] lr: 8.1243e-02 eta: 2 days, 12:31:09 time: 0.3194 data_time: 0.0179 memory: 9201 grad_norm: 2.3835 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1125 loss: 3.1125 2022/08/14 08:07:00 - mmengine - INFO - Epoch(train) [74][600/3757] lr: 8.1243e-02 eta: 2 days, 12:30:38 time: 0.3198 data_time: 0.0179 memory: 9201 grad_norm: 2.4057 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0686 loss: 3.0686 2022/08/14 08:07:32 - mmengine - INFO - Epoch(train) [74][700/3757] lr: 8.1243e-02 eta: 2 days, 12:30:07 time: 0.3189 data_time: 0.0173 memory: 9201 grad_norm: 2.3964 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8619 loss: 2.8619 2022/08/14 08:07:45 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 08:08:04 - mmengine - INFO - Epoch(train) [74][800/3757] lr: 8.1243e-02 eta: 2 days, 12:29:36 time: 0.3178 data_time: 0.0179 memory: 9201 grad_norm: 2.3915 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1853 loss: 3.1853 2022/08/14 08:08:37 - mmengine - INFO - Epoch(train) [74][900/3757] lr: 8.1243e-02 eta: 2 days, 12:29:05 time: 0.3193 data_time: 0.0174 memory: 9201 grad_norm: 2.3168 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9108 loss: 2.9108 2022/08/14 08:09:09 - mmengine - INFO - Epoch(train) [74][1000/3757] lr: 8.1243e-02 eta: 2 days, 12:28:34 time: 0.3185 data_time: 0.0174 memory: 9201 grad_norm: 2.3452 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9679 loss: 2.9679 2022/08/14 08:09:41 - mmengine - INFO - Epoch(train) [74][1100/3757] lr: 8.1243e-02 eta: 2 days, 12:28:03 time: 0.3199 data_time: 0.0178 memory: 9201 grad_norm: 2.4042 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9582 loss: 2.9582 2022/08/14 08:10:13 - mmengine - INFO - Epoch(train) [74][1200/3757] lr: 8.1243e-02 eta: 2 days, 12:27:32 time: 0.3191 data_time: 0.0176 memory: 9201 grad_norm: 2.4120 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0580 loss: 3.0580 2022/08/14 08:10:45 - mmengine - INFO - Epoch(train) [74][1300/3757] lr: 8.1243e-02 eta: 2 days, 12:27:01 time: 0.3182 data_time: 0.0162 memory: 9201 grad_norm: 2.4108 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9582 loss: 2.9582 2022/08/14 08:11:17 - mmengine - INFO - Epoch(train) [74][1400/3757] lr: 8.1243e-02 eta: 2 days, 12:26:30 time: 0.3197 data_time: 0.0176 memory: 9201 grad_norm: 2.4320 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9460 loss: 2.9460 2022/08/14 08:11:49 - mmengine - INFO - Epoch(train) [74][1500/3757] lr: 8.1243e-02 eta: 2 days, 12:25:59 time: 0.3185 data_time: 0.0168 memory: 9201 grad_norm: 2.3119 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1988 loss: 3.1988 2022/08/14 08:12:21 - mmengine - INFO - Epoch(train) [74][1600/3757] lr: 8.1243e-02 eta: 2 days, 12:25:28 time: 0.3202 data_time: 0.0182 memory: 9201 grad_norm: 2.3709 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0864 loss: 3.0864 2022/08/14 08:12:53 - mmengine - INFO - Epoch(train) [74][1700/3757] lr: 8.1243e-02 eta: 2 days, 12:24:57 time: 0.3190 data_time: 0.0180 memory: 9201 grad_norm: 2.4333 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.8448 loss: 2.8448 2022/08/14 08:13:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 08:13:26 - mmengine - INFO - Epoch(train) [74][1800/3757] lr: 8.1243e-02 eta: 2 days, 12:24:26 time: 0.3190 data_time: 0.0174 memory: 9201 grad_norm: 2.3048 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.1475 loss: 3.1475 2022/08/14 08:13:58 - mmengine - INFO - Epoch(train) [74][1900/3757] lr: 8.1243e-02 eta: 2 days, 12:23:55 time: 0.3199 data_time: 0.0181 memory: 9201 grad_norm: 2.3014 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9770 loss: 2.9770 2022/08/14 08:14:30 - mmengine - INFO - Epoch(train) [74][2000/3757] lr: 8.1243e-02 eta: 2 days, 12:23:24 time: 0.3201 data_time: 0.0180 memory: 9201 grad_norm: 2.4623 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1615 loss: 3.1615 2022/08/14 08:15:02 - mmengine - INFO - Epoch(train) [74][2100/3757] lr: 8.1243e-02 eta: 2 days, 12:22:53 time: 0.3208 data_time: 0.0173 memory: 9201 grad_norm: 2.4342 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0213 loss: 3.0213 2022/08/14 08:15:34 - mmengine - INFO - Epoch(train) [74][2200/3757] lr: 8.1243e-02 eta: 2 days, 12:22:22 time: 0.3190 data_time: 0.0175 memory: 9201 grad_norm: 2.3537 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8592 loss: 2.8592 2022/08/14 08:16:06 - mmengine - INFO - Epoch(train) [74][2300/3757] lr: 8.1243e-02 eta: 2 days, 12:21:51 time: 0.3185 data_time: 0.0174 memory: 9201 grad_norm: 2.3531 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9070 loss: 2.9070 2022/08/14 08:16:38 - mmengine - INFO - Epoch(train) [74][2400/3757] lr: 8.1243e-02 eta: 2 days, 12:21:20 time: 0.3186 data_time: 0.0175 memory: 9201 grad_norm: 2.3593 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1124 loss: 3.1124 2022/08/14 08:17:10 - mmengine - INFO - Epoch(train) [74][2500/3757] lr: 8.1243e-02 eta: 2 days, 12:20:49 time: 0.3200 data_time: 0.0170 memory: 9201 grad_norm: 2.3916 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1876 loss: 3.1876 2022/08/14 08:17:42 - mmengine - INFO - Epoch(train) [74][2600/3757] lr: 8.1243e-02 eta: 2 days, 12:20:17 time: 0.3186 data_time: 0.0164 memory: 9201 grad_norm: 2.3518 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8987 loss: 2.8987 2022/08/14 08:18:14 - mmengine - INFO - Epoch(train) [74][2700/3757] lr: 8.1243e-02 eta: 2 days, 12:19:46 time: 0.3186 data_time: 0.0173 memory: 9201 grad_norm: 2.3545 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8546 loss: 2.8546 2022/08/14 08:18:27 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 08:18:46 - mmengine - INFO - Epoch(train) [74][2800/3757] lr: 8.1243e-02 eta: 2 days, 12:19:15 time: 0.3183 data_time: 0.0170 memory: 9201 grad_norm: 2.3947 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9382 loss: 2.9382 2022/08/14 08:19:18 - mmengine - INFO - Epoch(train) [74][2900/3757] lr: 8.1243e-02 eta: 2 days, 12:18:44 time: 0.3169 data_time: 0.0168 memory: 9201 grad_norm: 2.4123 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2851 loss: 3.2851 2022/08/14 08:19:50 - mmengine - INFO - Epoch(train) [74][3000/3757] lr: 8.1243e-02 eta: 2 days, 12:18:13 time: 0.3220 data_time: 0.0181 memory: 9201 grad_norm: 2.3752 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2585 loss: 3.2585 2022/08/14 08:20:22 - mmengine - INFO - Epoch(train) [74][3100/3757] lr: 8.1243e-02 eta: 2 days, 12:17:42 time: 0.3197 data_time: 0.0179 memory: 9201 grad_norm: 2.4327 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7295 loss: 2.7295 2022/08/14 08:20:54 - mmengine - INFO - Epoch(train) [74][3200/3757] lr: 8.1243e-02 eta: 2 days, 12:17:11 time: 0.3183 data_time: 0.0168 memory: 9201 grad_norm: 2.4136 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.2280 loss: 3.2280 2022/08/14 08:21:27 - mmengine - INFO - Epoch(train) [74][3300/3757] lr: 8.1243e-02 eta: 2 days, 12:16:40 time: 0.3183 data_time: 0.0175 memory: 9201 grad_norm: 2.4445 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.0061 loss: 3.0061 2022/08/14 08:21:59 - mmengine - INFO - Epoch(train) [74][3400/3757] lr: 8.1243e-02 eta: 2 days, 12:16:09 time: 0.3194 data_time: 0.0176 memory: 9201 grad_norm: 2.3491 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.9210 loss: 2.9210 2022/08/14 08:22:31 - mmengine - INFO - Epoch(train) [74][3500/3757] lr: 8.1243e-02 eta: 2 days, 12:15:38 time: 0.3266 data_time: 0.0183 memory: 9201 grad_norm: 2.3427 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0298 loss: 3.0298 2022/08/14 08:23:03 - mmengine - INFO - Epoch(train) [74][3600/3757] lr: 8.1243e-02 eta: 2 days, 12:15:07 time: 0.3186 data_time: 0.0167 memory: 9201 grad_norm: 2.3650 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2467 loss: 3.2467 2022/08/14 08:23:35 - mmengine - INFO - Epoch(train) [74][3700/3757] lr: 8.1243e-02 eta: 2 days, 12:14:36 time: 0.3178 data_time: 0.0176 memory: 9201 grad_norm: 2.3733 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9263 loss: 2.9263 2022/08/14 08:23:48 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 08:23:53 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 08:23:53 - mmengine - INFO - Epoch(train) [74][3757/3757] lr: 8.1243e-02 eta: 2 days, 12:14:24 time: 0.3015 data_time: 0.0161 memory: 9201 grad_norm: 2.4122 top1_acc: 0.1429 top5_acc: 0.2857 loss_cls: 3.1280 loss: 3.1280 2022/08/14 08:24:27 - mmengine - INFO - Epoch(train) [75][100/3757] lr: 8.0762e-02 eta: 2 days, 12:13:39 time: 0.3181 data_time: 0.0168 memory: 9201 grad_norm: 2.4036 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0874 loss: 3.0874 2022/08/14 08:24:59 - mmengine - INFO - Epoch(train) [75][200/3757] lr: 8.0762e-02 eta: 2 days, 12:13:08 time: 0.3202 data_time: 0.0184 memory: 9201 grad_norm: 2.3435 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8171 loss: 2.8171 2022/08/14 08:25:31 - mmengine - INFO - Epoch(train) [75][300/3757] lr: 8.0762e-02 eta: 2 days, 12:12:36 time: 0.3192 data_time: 0.0174 memory: 9201 grad_norm: 2.3626 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8462 loss: 2.8462 2022/08/14 08:26:03 - mmengine - INFO - Epoch(train) [75][400/3757] lr: 8.0762e-02 eta: 2 days, 12:12:05 time: 0.3193 data_time: 0.0162 memory: 9201 grad_norm: 2.3398 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.4086 loss: 3.4086 2022/08/14 08:26:35 - mmengine - INFO - Epoch(train) [75][500/3757] lr: 8.0762e-02 eta: 2 days, 12:11:34 time: 0.3193 data_time: 0.0178 memory: 9201 grad_norm: 2.3757 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0602 loss: 3.0602 2022/08/14 08:27:07 - mmengine - INFO - Epoch(train) [75][600/3757] lr: 8.0762e-02 eta: 2 days, 12:11:03 time: 0.3184 data_time: 0.0168 memory: 9201 grad_norm: 2.3912 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9633 loss: 2.9633 2022/08/14 08:27:39 - mmengine - INFO - Epoch(train) [75][700/3757] lr: 8.0762e-02 eta: 2 days, 12:10:32 time: 0.3210 data_time: 0.0177 memory: 9201 grad_norm: 2.4286 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0696 loss: 3.0696 2022/08/14 08:28:11 - mmengine - INFO - Epoch(train) [75][800/3757] lr: 8.0762e-02 eta: 2 days, 12:10:01 time: 0.3184 data_time: 0.0165 memory: 9201 grad_norm: 2.4237 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7878 loss: 2.7878 2022/08/14 08:28:44 - mmengine - INFO - Epoch(train) [75][900/3757] lr: 8.0762e-02 eta: 2 days, 12:09:30 time: 0.3241 data_time: 0.0179 memory: 9201 grad_norm: 2.4046 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1374 loss: 3.1374 2022/08/14 08:29:10 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 08:29:16 - mmengine - INFO - Epoch(train) [75][1000/3757] lr: 8.0762e-02 eta: 2 days, 12:08:59 time: 0.3183 data_time: 0.0171 memory: 9201 grad_norm: 2.3726 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9765 loss: 2.9765 2022/08/14 08:29:48 - mmengine - INFO - Epoch(train) [75][1100/3757] lr: 8.0762e-02 eta: 2 days, 12:08:28 time: 0.3181 data_time: 0.0171 memory: 9201 grad_norm: 2.3333 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0087 loss: 3.0087 2022/08/14 08:30:20 - mmengine - INFO - Epoch(train) [75][1200/3757] lr: 8.0762e-02 eta: 2 days, 12:07:57 time: 0.3211 data_time: 0.0173 memory: 9201 grad_norm: 2.4420 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.3032 loss: 3.3032 2022/08/14 08:30:52 - mmengine - INFO - Epoch(train) [75][1300/3757] lr: 8.0762e-02 eta: 2 days, 12:07:26 time: 0.3205 data_time: 0.0186 memory: 9201 grad_norm: 2.4311 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7832 loss: 2.7832 2022/08/14 08:31:24 - mmengine - INFO - Epoch(train) [75][1400/3757] lr: 8.0762e-02 eta: 2 days, 12:06:55 time: 0.3198 data_time: 0.0168 memory: 9201 grad_norm: 2.3929 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8060 loss: 2.8060 2022/08/14 08:31:56 - mmengine - INFO - Epoch(train) [75][1500/3757] lr: 8.0762e-02 eta: 2 days, 12:06:24 time: 0.3180 data_time: 0.0176 memory: 9201 grad_norm: 2.4468 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2267 loss: 3.2267 2022/08/14 08:32:28 - mmengine - INFO - Epoch(train) [75][1600/3757] lr: 8.0762e-02 eta: 2 days, 12:05:53 time: 0.3202 data_time: 0.0162 memory: 9201 grad_norm: 2.3784 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0728 loss: 3.0728 2022/08/14 08:33:00 - mmengine - INFO - Epoch(train) [75][1700/3757] lr: 8.0762e-02 eta: 2 days, 12:05:22 time: 0.3184 data_time: 0.0176 memory: 9201 grad_norm: 2.4471 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0651 loss: 3.0651 2022/08/14 08:33:32 - mmengine - INFO - Epoch(train) [75][1800/3757] lr: 8.0762e-02 eta: 2 days, 12:04:51 time: 0.3178 data_time: 0.0174 memory: 9201 grad_norm: 2.3439 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1290 loss: 3.1290 2022/08/14 08:34:05 - mmengine - INFO - Epoch(train) [75][1900/3757] lr: 8.0762e-02 eta: 2 days, 12:04:20 time: 0.3215 data_time: 0.0178 memory: 9201 grad_norm: 2.3064 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0723 loss: 3.0723 2022/08/14 08:34:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 08:34:37 - mmengine - INFO - Epoch(train) [75][2000/3757] lr: 8.0762e-02 eta: 2 days, 12:03:49 time: 0.3174 data_time: 0.0174 memory: 9201 grad_norm: 2.3554 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1483 loss: 3.1483 2022/08/14 08:35:09 - mmengine - INFO - Epoch(train) [75][2100/3757] lr: 8.0762e-02 eta: 2 days, 12:03:18 time: 0.3194 data_time: 0.0169 memory: 9201 grad_norm: 2.3344 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0044 loss: 3.0044 2022/08/14 08:35:41 - mmengine - INFO - Epoch(train) [75][2200/3757] lr: 8.0762e-02 eta: 2 days, 12:02:47 time: 0.3192 data_time: 0.0163 memory: 9201 grad_norm: 2.3552 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.9857 loss: 2.9857 2022/08/14 08:36:13 - mmengine - INFO - Epoch(train) [75][2300/3757] lr: 8.0762e-02 eta: 2 days, 12:02:16 time: 0.3221 data_time: 0.0167 memory: 9201 grad_norm: 2.4295 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2780 loss: 3.2780 2022/08/14 08:36:45 - mmengine - INFO - Epoch(train) [75][2400/3757] lr: 8.0762e-02 eta: 2 days, 12:01:44 time: 0.3190 data_time: 0.0171 memory: 9201 grad_norm: 2.4588 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1665 loss: 3.1665 2022/08/14 08:37:17 - mmengine - INFO - Epoch(train) [75][2500/3757] lr: 8.0762e-02 eta: 2 days, 12:01:13 time: 0.3194 data_time: 0.0176 memory: 9201 grad_norm: 2.4652 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2454 loss: 3.2454 2022/08/14 08:37:49 - mmengine - INFO - Epoch(train) [75][2600/3757] lr: 8.0762e-02 eta: 2 days, 12:00:42 time: 0.3207 data_time: 0.0170 memory: 9201 grad_norm: 2.3145 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.9334 loss: 2.9334 2022/08/14 08:38:21 - mmengine - INFO - Epoch(train) [75][2700/3757] lr: 8.0762e-02 eta: 2 days, 12:00:11 time: 0.3191 data_time: 0.0177 memory: 9201 grad_norm: 2.4298 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8793 loss: 2.8793 2022/08/14 08:38:53 - mmengine - INFO - Epoch(train) [75][2800/3757] lr: 8.0762e-02 eta: 2 days, 11:59:41 time: 0.3199 data_time: 0.0181 memory: 9201 grad_norm: 2.4028 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0512 loss: 3.0512 2022/08/14 08:39:25 - mmengine - INFO - Epoch(train) [75][2900/3757] lr: 8.0762e-02 eta: 2 days, 11:59:09 time: 0.3186 data_time: 0.0174 memory: 9201 grad_norm: 2.4688 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.1525 loss: 3.1525 2022/08/14 08:39:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 08:39:58 - mmengine - INFO - Epoch(train) [75][3000/3757] lr: 8.0762e-02 eta: 2 days, 11:58:39 time: 0.3186 data_time: 0.0170 memory: 9201 grad_norm: 2.4023 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1159 loss: 3.1159 2022/08/14 08:40:30 - mmengine - INFO - Epoch(train) [75][3100/3757] lr: 8.0762e-02 eta: 2 days, 11:58:08 time: 0.3217 data_time: 0.0170 memory: 9201 grad_norm: 2.3647 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8461 loss: 2.8461 2022/08/14 08:41:02 - mmengine - INFO - Epoch(train) [75][3200/3757] lr: 8.0762e-02 eta: 2 days, 11:57:37 time: 0.3271 data_time: 0.0220 memory: 9201 grad_norm: 2.3437 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9436 loss: 2.9436 2022/08/14 08:41:34 - mmengine - INFO - Epoch(train) [75][3300/3757] lr: 8.0762e-02 eta: 2 days, 11:57:06 time: 0.3244 data_time: 0.0161 memory: 9201 grad_norm: 2.4139 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0007 loss: 3.0007 2022/08/14 08:42:06 - mmengine - INFO - Epoch(train) [75][3400/3757] lr: 8.0762e-02 eta: 2 days, 11:56:35 time: 0.3196 data_time: 0.0177 memory: 9201 grad_norm: 2.4387 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8091 loss: 2.8091 2022/08/14 08:42:38 - mmengine - INFO - Epoch(train) [75][3500/3757] lr: 8.0762e-02 eta: 2 days, 11:56:04 time: 0.3177 data_time: 0.0174 memory: 9201 grad_norm: 2.4224 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8100 loss: 2.8100 2022/08/14 08:43:10 - mmengine - INFO - Epoch(train) [75][3600/3757] lr: 8.0762e-02 eta: 2 days, 11:55:33 time: 0.3197 data_time: 0.0175 memory: 9201 grad_norm: 2.3909 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1642 loss: 3.1642 2022/08/14 08:43:42 - mmengine - INFO - Epoch(train) [75][3700/3757] lr: 8.0762e-02 eta: 2 days, 11:55:02 time: 0.3195 data_time: 0.0179 memory: 9201 grad_norm: 2.4032 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3155 loss: 3.3155 2022/08/14 08:44:00 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 08:44:00 - mmengine - INFO - Epoch(train) [75][3757/3757] lr: 8.0762e-02 eta: 2 days, 11:54:49 time: 0.3080 data_time: 0.0158 memory: 9201 grad_norm: 2.4220 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 3.1465 loss: 3.1465 2022/08/14 08:44:23 - mmengine - INFO - Epoch(val) [75][100/310] eta: 0:00:45 time: 0.2171 data_time: 0.1059 memory: 1522 2022/08/14 08:44:44 - mmengine - INFO - Epoch(val) [75][200/310] eta: 0:00:19 time: 0.1799 data_time: 0.0718 memory: 1522 2022/08/14 08:45:05 - mmengine - INFO - Epoch(val) [75][300/310] eta: 0:00:02 time: 0.2066 data_time: 0.0961 memory: 1522 2022/08/14 08:45:09 - mmengine - INFO - Epoch(val) [75][310/310] acc/top1: 0.3891 acc/top5: 0.6636 acc/mean1: 0.3889 2022/08/14 08:45:43 - mmengine - INFO - Epoch(train) [76][100/3757] lr: 8.0276e-02 eta: 2 days, 11:54:04 time: 0.3201 data_time: 0.0172 memory: 9201 grad_norm: 2.4153 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2123 loss: 3.2123 2022/08/14 08:46:15 - mmengine - INFO - Epoch(train) [76][200/3757] lr: 8.0276e-02 eta: 2 days, 11:53:33 time: 0.3192 data_time: 0.0167 memory: 9201 grad_norm: 2.3518 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9529 loss: 2.9529 2022/08/14 08:46:23 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 08:46:47 - mmengine - INFO - Epoch(train) [76][300/3757] lr: 8.0276e-02 eta: 2 days, 11:53:02 time: 0.3199 data_time: 0.0174 memory: 9201 grad_norm: 2.4051 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0668 loss: 3.0668 2022/08/14 08:47:19 - mmengine - INFO - Epoch(train) [76][400/3757] lr: 8.0276e-02 eta: 2 days, 11:52:31 time: 0.3197 data_time: 0.0174 memory: 9201 grad_norm: 2.4870 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0480 loss: 3.0480 2022/08/14 08:47:51 - mmengine - INFO - Epoch(train) [76][500/3757] lr: 8.0276e-02 eta: 2 days, 11:52:00 time: 0.3185 data_time: 0.0160 memory: 9201 grad_norm: 2.3863 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.8531 loss: 2.8531 2022/08/14 08:48:24 - mmengine - INFO - Epoch(train) [76][600/3757] lr: 8.0276e-02 eta: 2 days, 11:51:29 time: 0.3191 data_time: 0.0182 memory: 9201 grad_norm: 2.3980 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4214 loss: 3.4214 2022/08/14 08:48:56 - mmengine - INFO - Epoch(train) [76][700/3757] lr: 8.0276e-02 eta: 2 days, 11:50:58 time: 0.3176 data_time: 0.0172 memory: 9201 grad_norm: 2.4391 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3375 loss: 3.3375 2022/08/14 08:49:28 - mmengine - INFO - Epoch(train) [76][800/3757] lr: 8.0276e-02 eta: 2 days, 11:50:27 time: 0.3178 data_time: 0.0177 memory: 9201 grad_norm: 2.4319 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9575 loss: 2.9575 2022/08/14 08:50:00 - mmengine - INFO - Epoch(train) [76][900/3757] lr: 8.0276e-02 eta: 2 days, 11:49:55 time: 0.3169 data_time: 0.0165 memory: 9201 grad_norm: 2.3982 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0966 loss: 3.0966 2022/08/14 08:50:32 - mmengine - INFO - Epoch(train) [76][1000/3757] lr: 8.0276e-02 eta: 2 days, 11:49:24 time: 0.3194 data_time: 0.0175 memory: 9201 grad_norm: 2.3810 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9193 loss: 2.9193 2022/08/14 08:51:04 - mmengine - INFO - Epoch(train) [76][1100/3757] lr: 8.0276e-02 eta: 2 days, 11:48:53 time: 0.3212 data_time: 0.0177 memory: 9201 grad_norm: 2.4366 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0677 loss: 3.0677 2022/08/14 08:51:36 - mmengine - INFO - Epoch(train) [76][1200/3757] lr: 8.0276e-02 eta: 2 days, 11:48:22 time: 0.3193 data_time: 0.0171 memory: 9201 grad_norm: 2.5251 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1431 loss: 3.1431 2022/08/14 08:51:44 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 08:52:08 - mmengine - INFO - Epoch(train) [76][1300/3757] lr: 8.0276e-02 eta: 2 days, 11:47:51 time: 0.3177 data_time: 0.0172 memory: 9201 grad_norm: 2.5099 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8392 loss: 2.8392 2022/08/14 08:52:40 - mmengine - INFO - Epoch(train) [76][1400/3757] lr: 8.0276e-02 eta: 2 days, 11:47:20 time: 0.3184 data_time: 0.0177 memory: 9201 grad_norm: 2.4648 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9351 loss: 2.9351 2022/08/14 08:53:12 - mmengine - INFO - Epoch(train) [76][1500/3757] lr: 8.0276e-02 eta: 2 days, 11:46:49 time: 0.3199 data_time: 0.0179 memory: 9201 grad_norm: 2.4352 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2078 loss: 3.2078 2022/08/14 08:53:44 - mmengine - INFO - Epoch(train) [76][1600/3757] lr: 8.0276e-02 eta: 2 days, 11:46:18 time: 0.3194 data_time: 0.0176 memory: 9201 grad_norm: 2.3801 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9091 loss: 2.9091 2022/08/14 08:54:16 - mmengine - INFO - Epoch(train) [76][1700/3757] lr: 8.0276e-02 eta: 2 days, 11:45:47 time: 0.3221 data_time: 0.0173 memory: 9201 grad_norm: 2.3502 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8367 loss: 2.8367 2022/08/14 08:54:48 - mmengine - INFO - Epoch(train) [76][1800/3757] lr: 8.0276e-02 eta: 2 days, 11:45:16 time: 0.3186 data_time: 0.0167 memory: 9201 grad_norm: 2.3574 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2579 loss: 3.2579 2022/08/14 08:55:21 - mmengine - INFO - Epoch(train) [76][1900/3757] lr: 8.0276e-02 eta: 2 days, 11:44:45 time: 0.3192 data_time: 0.0177 memory: 9201 grad_norm: 2.3321 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8814 loss: 2.8814 2022/08/14 08:55:53 - mmengine - INFO - Epoch(train) [76][2000/3757] lr: 8.0276e-02 eta: 2 days, 11:44:14 time: 0.3203 data_time: 0.0190 memory: 9201 grad_norm: 2.4689 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3126 loss: 3.3126 2022/08/14 08:56:25 - mmengine - INFO - Epoch(train) [76][2100/3757] lr: 8.0276e-02 eta: 2 days, 11:43:43 time: 0.3193 data_time: 0.0177 memory: 9201 grad_norm: 2.3586 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1617 loss: 3.1617 2022/08/14 08:56:57 - mmengine - INFO - Epoch(train) [76][2200/3757] lr: 8.0276e-02 eta: 2 days, 11:43:12 time: 0.3185 data_time: 0.0161 memory: 9201 grad_norm: 2.4054 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0610 loss: 3.0610 2022/08/14 08:57:05 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 08:57:29 - mmengine - INFO - Epoch(train) [76][2300/3757] lr: 8.0276e-02 eta: 2 days, 11:42:40 time: 0.3188 data_time: 0.0159 memory: 9201 grad_norm: 2.4286 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0603 loss: 3.0603 2022/08/14 08:58:01 - mmengine - INFO - Epoch(train) [76][2400/3757] lr: 8.0276e-02 eta: 2 days, 11:42:09 time: 0.3187 data_time: 0.0181 memory: 9201 grad_norm: 2.3707 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1667 loss: 3.1667 2022/08/14 08:58:33 - mmengine - INFO - Epoch(train) [76][2500/3757] lr: 8.0276e-02 eta: 2 days, 11:41:38 time: 0.3204 data_time: 0.0180 memory: 9201 grad_norm: 2.3954 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0546 loss: 3.0546 2022/08/14 08:59:05 - mmengine - INFO - Epoch(train) [76][2600/3757] lr: 8.0276e-02 eta: 2 days, 11:41:07 time: 0.3209 data_time: 0.0177 memory: 9201 grad_norm: 2.4013 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0386 loss: 3.0386 2022/08/14 08:59:37 - mmengine - INFO - Epoch(train) [76][2700/3757] lr: 8.0276e-02 eta: 2 days, 11:40:37 time: 0.3212 data_time: 0.0194 memory: 9201 grad_norm: 2.3690 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4869 loss: 3.4869 2022/08/14 09:00:09 - mmengine - INFO - Epoch(train) [76][2800/3757] lr: 8.0276e-02 eta: 2 days, 11:40:06 time: 0.3194 data_time: 0.0174 memory: 9201 grad_norm: 2.3681 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1925 loss: 3.1925 2022/08/14 09:00:42 - mmengine - INFO - Epoch(train) [76][2900/3757] lr: 8.0276e-02 eta: 2 days, 11:39:35 time: 0.3218 data_time: 0.0182 memory: 9201 grad_norm: 2.4609 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7906 loss: 2.7906 2022/08/14 09:01:14 - mmengine - INFO - Epoch(train) [76][3000/3757] lr: 8.0276e-02 eta: 2 days, 11:39:04 time: 0.3199 data_time: 0.0162 memory: 9201 grad_norm: 2.4334 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8761 loss: 2.8761 2022/08/14 09:01:46 - mmengine - INFO - Epoch(train) [76][3100/3757] lr: 8.0276e-02 eta: 2 days, 11:38:32 time: 0.3188 data_time: 0.0176 memory: 9201 grad_norm: 2.4224 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8771 loss: 2.8771 2022/08/14 09:02:18 - mmengine - INFO - Epoch(train) [76][3200/3757] lr: 8.0276e-02 eta: 2 days, 11:38:01 time: 0.3200 data_time: 0.0177 memory: 9201 grad_norm: 2.3422 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0853 loss: 3.0853 2022/08/14 09:02:26 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 09:02:50 - mmengine - INFO - Epoch(train) [76][3300/3757] lr: 8.0276e-02 eta: 2 days, 11:37:30 time: 0.3176 data_time: 0.0177 memory: 9201 grad_norm: 2.4028 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9308 loss: 2.9308 2022/08/14 09:03:22 - mmengine - INFO - Epoch(train) [76][3400/3757] lr: 8.0276e-02 eta: 2 days, 11:36:59 time: 0.3198 data_time: 0.0176 memory: 9201 grad_norm: 2.3901 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9154 loss: 2.9154 2022/08/14 09:03:54 - mmengine - INFO - Epoch(train) [76][3500/3757] lr: 8.0276e-02 eta: 2 days, 11:36:28 time: 0.3185 data_time: 0.0171 memory: 9201 grad_norm: 2.4150 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3313 loss: 3.3313 2022/08/14 09:04:26 - mmengine - INFO - Epoch(train) [76][3600/3757] lr: 8.0276e-02 eta: 2 days, 11:35:57 time: 0.3187 data_time: 0.0181 memory: 9201 grad_norm: 2.4551 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8519 loss: 2.8519 2022/08/14 09:04:58 - mmengine - INFO - Epoch(train) [76][3700/3757] lr: 8.0276e-02 eta: 2 days, 11:35:26 time: 0.3181 data_time: 0.0175 memory: 9201 grad_norm: 2.4094 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0606 loss: 3.0606 2022/08/14 09:05:16 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 09:05:16 - mmengine - INFO - Epoch(train) [76][3757/3757] lr: 8.0276e-02 eta: 2 days, 11:35:14 time: 0.3009 data_time: 0.0163 memory: 9201 grad_norm: 2.3407 top1_acc: 0.2857 top5_acc: 0.7143 loss_cls: 2.9224 loss: 2.9224 2022/08/14 09:05:16 - mmengine - INFO - Saving checkpoint at 76 epochs 2022/08/14 09:05:53 - mmengine - INFO - Epoch(train) [77][100/3757] lr: 7.9785e-02 eta: 2 days, 11:34:27 time: 0.3235 data_time: 0.0180 memory: 9201 grad_norm: 2.3875 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.1457 loss: 3.1457 2022/08/14 09:06:25 - mmengine - INFO - Epoch(train) [77][200/3757] lr: 7.9785e-02 eta: 2 days, 11:33:56 time: 0.3173 data_time: 0.0161 memory: 9201 grad_norm: 2.3837 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7879 loss: 2.7879 2022/08/14 09:06:57 - mmengine - INFO - Epoch(train) [77][300/3757] lr: 7.9785e-02 eta: 2 days, 11:33:25 time: 0.3209 data_time: 0.0176 memory: 9201 grad_norm: 2.3437 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8943 loss: 2.8943 2022/08/14 09:07:29 - mmengine - INFO - Epoch(train) [77][400/3757] lr: 7.9785e-02 eta: 2 days, 11:32:54 time: 0.3181 data_time: 0.0168 memory: 9201 grad_norm: 2.3792 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0465 loss: 3.0465 2022/08/14 09:07:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 09:08:01 - mmengine - INFO - Epoch(train) [77][500/3757] lr: 7.9785e-02 eta: 2 days, 11:32:23 time: 0.3183 data_time: 0.0180 memory: 9201 grad_norm: 2.3480 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.0662 loss: 3.0662 2022/08/14 09:08:34 - mmengine - INFO - Epoch(train) [77][600/3757] lr: 7.9785e-02 eta: 2 days, 11:31:52 time: 0.3189 data_time: 0.0165 memory: 9201 grad_norm: 2.3585 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.8604 loss: 2.8604 2022/08/14 09:09:06 - mmengine - INFO - Epoch(train) [77][700/3757] lr: 7.9785e-02 eta: 2 days, 11:31:21 time: 0.3214 data_time: 0.0176 memory: 9201 grad_norm: 2.4644 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9604 loss: 2.9604 2022/08/14 09:09:38 - mmengine - INFO - Epoch(train) [77][800/3757] lr: 7.9785e-02 eta: 2 days, 11:30:50 time: 0.3271 data_time: 0.0176 memory: 9201 grad_norm: 2.4093 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9083 loss: 2.9083 2022/08/14 09:10:10 - mmengine - INFO - Epoch(train) [77][900/3757] lr: 7.9785e-02 eta: 2 days, 11:30:19 time: 0.3187 data_time: 0.0170 memory: 9201 grad_norm: 2.3797 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0221 loss: 3.0221 2022/08/14 09:10:42 - mmengine - INFO - Epoch(train) [77][1000/3757] lr: 7.9785e-02 eta: 2 days, 11:29:48 time: 0.3195 data_time: 0.0177 memory: 9201 grad_norm: 2.3642 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1308 loss: 3.1308 2022/08/14 09:11:14 - mmengine - INFO - Epoch(train) [77][1100/3757] lr: 7.9785e-02 eta: 2 days, 11:29:17 time: 0.3181 data_time: 0.0163 memory: 9201 grad_norm: 2.3878 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9749 loss: 2.9749 2022/08/14 09:11:46 - mmengine - INFO - Epoch(train) [77][1200/3757] lr: 7.9785e-02 eta: 2 days, 11:28:46 time: 0.3203 data_time: 0.0183 memory: 9201 grad_norm: 2.4373 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8455 loss: 2.8455 2022/08/14 09:12:18 - mmengine - INFO - Epoch(train) [77][1300/3757] lr: 7.9785e-02 eta: 2 days, 11:28:15 time: 0.3189 data_time: 0.0165 memory: 9201 grad_norm: 2.4763 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1604 loss: 3.1604 2022/08/14 09:12:50 - mmengine - INFO - Epoch(train) [77][1400/3757] lr: 7.9785e-02 eta: 2 days, 11:27:43 time: 0.3183 data_time: 0.0176 memory: 9201 grad_norm: 2.3841 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9413 loss: 2.9413 2022/08/14 09:13:12 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 09:13:22 - mmengine - INFO - Epoch(train) [77][1500/3757] lr: 7.9785e-02 eta: 2 days, 11:27:12 time: 0.3189 data_time: 0.0174 memory: 9201 grad_norm: 2.4079 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0711 loss: 3.0711 2022/08/14 09:13:55 - mmengine - INFO - Epoch(train) [77][1600/3757] lr: 7.9785e-02 eta: 2 days, 11:26:41 time: 0.3204 data_time: 0.0174 memory: 9201 grad_norm: 2.3983 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0165 loss: 3.0165 2022/08/14 09:14:27 - mmengine - INFO - Epoch(train) [77][1700/3757] lr: 7.9785e-02 eta: 2 days, 11:26:10 time: 0.3208 data_time: 0.0172 memory: 9201 grad_norm: 2.4106 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.0757 loss: 3.0757 2022/08/14 09:14:59 - mmengine - INFO - Epoch(train) [77][1800/3757] lr: 7.9785e-02 eta: 2 days, 11:25:39 time: 0.3181 data_time: 0.0171 memory: 9201 grad_norm: 2.5264 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1571 loss: 3.1571 2022/08/14 09:15:31 - mmengine - INFO - Epoch(train) [77][1900/3757] lr: 7.9785e-02 eta: 2 days, 11:25:08 time: 0.3193 data_time: 0.0170 memory: 9201 grad_norm: 2.3869 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0011 loss: 3.0011 2022/08/14 09:16:03 - mmengine - INFO - Epoch(train) [77][2000/3757] lr: 7.9785e-02 eta: 2 days, 11:24:37 time: 0.3189 data_time: 0.0174 memory: 9201 grad_norm: 2.5067 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0908 loss: 3.0908 2022/08/14 09:16:35 - mmengine - INFO - Epoch(train) [77][2100/3757] lr: 7.9785e-02 eta: 2 days, 11:24:06 time: 0.3201 data_time: 0.0178 memory: 9201 grad_norm: 2.4485 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7288 loss: 2.7288 2022/08/14 09:17:07 - mmengine - INFO - Epoch(train) [77][2200/3757] lr: 7.9785e-02 eta: 2 days, 11:23:35 time: 0.3192 data_time: 0.0188 memory: 9201 grad_norm: 2.3971 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.0185 loss: 3.0185 2022/08/14 09:17:39 - mmengine - INFO - Epoch(train) [77][2300/3757] lr: 7.9785e-02 eta: 2 days, 11:23:04 time: 0.3190 data_time: 0.0169 memory: 9201 grad_norm: 2.3899 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3957 loss: 3.3957 2022/08/14 09:18:11 - mmengine - INFO - Epoch(train) [77][2400/3757] lr: 7.9785e-02 eta: 2 days, 11:22:33 time: 0.3196 data_time: 0.0182 memory: 9201 grad_norm: 2.4478 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.1320 loss: 3.1320 2022/08/14 09:18:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 09:18:43 - mmengine - INFO - Epoch(train) [77][2500/3757] lr: 7.9785e-02 eta: 2 days, 11:22:02 time: 0.3195 data_time: 0.0167 memory: 9201 grad_norm: 2.4361 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2075 loss: 3.2075 2022/08/14 09:19:16 - mmengine - INFO - Epoch(train) [77][2600/3757] lr: 7.9785e-02 eta: 2 days, 11:21:31 time: 0.3281 data_time: 0.0178 memory: 9201 grad_norm: 2.4235 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0041 loss: 3.0041 2022/08/14 09:19:48 - mmengine - INFO - Epoch(train) [77][2700/3757] lr: 7.9785e-02 eta: 2 days, 11:21:00 time: 0.3193 data_time: 0.0176 memory: 9201 grad_norm: 2.4542 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0890 loss: 3.0890 2022/08/14 09:20:20 - mmengine - INFO - Epoch(train) [77][2800/3757] lr: 7.9785e-02 eta: 2 days, 11:20:29 time: 0.3183 data_time: 0.0176 memory: 9201 grad_norm: 2.4005 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8359 loss: 2.8359 2022/08/14 09:20:52 - mmengine - INFO - Epoch(train) [77][2900/3757] lr: 7.9785e-02 eta: 2 days, 11:19:58 time: 0.3179 data_time: 0.0173 memory: 9201 grad_norm: 2.3725 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.0987 loss: 3.0987 2022/08/14 09:21:24 - mmengine - INFO - Epoch(train) [77][3000/3757] lr: 7.9785e-02 eta: 2 days, 11:19:27 time: 0.3221 data_time: 0.0188 memory: 9201 grad_norm: 2.3880 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9209 loss: 2.9209 2022/08/14 09:21:56 - mmengine - INFO - Epoch(train) [77][3100/3757] lr: 7.9785e-02 eta: 2 days, 11:18:56 time: 0.3204 data_time: 0.0185 memory: 9201 grad_norm: 2.3561 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9685 loss: 2.9685 2022/08/14 09:22:29 - mmengine - INFO - Epoch(train) [77][3200/3757] lr: 7.9785e-02 eta: 2 days, 11:18:25 time: 0.3194 data_time: 0.0175 memory: 9201 grad_norm: 2.3814 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8694 loss: 2.8694 2022/08/14 09:23:01 - mmengine - INFO - Epoch(train) [77][3300/3757] lr: 7.9785e-02 eta: 2 days, 11:17:54 time: 0.3207 data_time: 0.0175 memory: 9201 grad_norm: 2.4062 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8764 loss: 2.8764 2022/08/14 09:23:33 - mmengine - INFO - Epoch(train) [77][3400/3757] lr: 7.9785e-02 eta: 2 days, 11:17:23 time: 0.3195 data_time: 0.0165 memory: 9201 grad_norm: 2.3646 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9264 loss: 2.9264 2022/08/14 09:23:55 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 09:24:05 - mmengine - INFO - Epoch(train) [77][3500/3757] lr: 7.9785e-02 eta: 2 days, 11:16:52 time: 0.3191 data_time: 0.0177 memory: 9201 grad_norm: 2.3398 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2039 loss: 3.2039 2022/08/14 09:24:37 - mmengine - INFO - Epoch(train) [77][3600/3757] lr: 7.9785e-02 eta: 2 days, 11:16:21 time: 0.3206 data_time: 0.0181 memory: 9201 grad_norm: 2.4563 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2236 loss: 3.2236 2022/08/14 09:25:09 - mmengine - INFO - Epoch(train) [77][3700/3757] lr: 7.9785e-02 eta: 2 days, 11:15:50 time: 0.3183 data_time: 0.0167 memory: 9201 grad_norm: 2.4147 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.2080 loss: 3.2080 2022/08/14 09:25:27 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 09:25:27 - mmengine - INFO - Epoch(train) [77][3757/3757] lr: 7.9785e-02 eta: 2 days, 11:15:38 time: 0.3016 data_time: 0.0151 memory: 9201 grad_norm: 2.4390 top1_acc: 0.5714 top5_acc: 0.7143 loss_cls: 3.1553 loss: 3.1553 2022/08/14 09:26:01 - mmengine - INFO - Epoch(train) [78][100/3757] lr: 7.9290e-02 eta: 2 days, 11:14:53 time: 0.3194 data_time: 0.0178 memory: 9201 grad_norm: 2.3301 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8832 loss: 2.8832 2022/08/14 09:26:33 - mmengine - INFO - Epoch(train) [78][200/3757] lr: 7.9290e-02 eta: 2 days, 11:14:22 time: 0.3179 data_time: 0.0175 memory: 9201 grad_norm: 2.4010 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7916 loss: 2.7916 2022/08/14 09:27:06 - mmengine - INFO - Epoch(train) [78][300/3757] lr: 7.9290e-02 eta: 2 days, 11:13:52 time: 0.3229 data_time: 0.0167 memory: 9201 grad_norm: 2.4126 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1391 loss: 3.1391 2022/08/14 09:27:38 - mmengine - INFO - Epoch(train) [78][400/3757] lr: 7.9290e-02 eta: 2 days, 11:13:20 time: 0.3199 data_time: 0.0172 memory: 9201 grad_norm: 2.4068 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2333 loss: 3.2333 2022/08/14 09:28:10 - mmengine - INFO - Epoch(train) [78][500/3757] lr: 7.9290e-02 eta: 2 days, 11:12:49 time: 0.3193 data_time: 0.0173 memory: 9201 grad_norm: 2.4063 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2247 loss: 3.2247 2022/08/14 09:28:42 - mmengine - INFO - Epoch(train) [78][600/3757] lr: 7.9290e-02 eta: 2 days, 11:12:18 time: 0.3195 data_time: 0.0171 memory: 9201 grad_norm: 2.4253 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9389 loss: 2.9389 2022/08/14 09:29:14 - mmengine - INFO - Epoch(train) [78][700/3757] lr: 7.9290e-02 eta: 2 days, 11:11:47 time: 0.3192 data_time: 0.0183 memory: 9201 grad_norm: 2.4026 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4983 loss: 2.4983 2022/08/14 09:29:18 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 09:29:46 - mmengine - INFO - Epoch(train) [78][800/3757] lr: 7.9290e-02 eta: 2 days, 11:11:16 time: 0.3175 data_time: 0.0161 memory: 9201 grad_norm: 2.3853 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7313 loss: 2.7313 2022/08/14 09:30:18 - mmengine - INFO - Epoch(train) [78][900/3757] lr: 7.9290e-02 eta: 2 days, 11:10:45 time: 0.3187 data_time: 0.0169 memory: 9201 grad_norm: 2.4296 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7730 loss: 2.7730 2022/08/14 09:30:50 - mmengine - INFO - Epoch(train) [78][1000/3757] lr: 7.9290e-02 eta: 2 days, 11:10:14 time: 0.3188 data_time: 0.0167 memory: 9201 grad_norm: 2.4231 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9784 loss: 2.9784 2022/08/14 09:31:22 - mmengine - INFO - Epoch(train) [78][1100/3757] lr: 7.9290e-02 eta: 2 days, 11:09:43 time: 0.3183 data_time: 0.0165 memory: 9201 grad_norm: 2.3858 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1944 loss: 3.1944 2022/08/14 09:31:54 - mmengine - INFO - Epoch(train) [78][1200/3757] lr: 7.9290e-02 eta: 2 days, 11:09:12 time: 0.3216 data_time: 0.0186 memory: 9201 grad_norm: 2.3849 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2123 loss: 3.2123 2022/08/14 09:32:27 - mmengine - INFO - Epoch(train) [78][1300/3757] lr: 7.9290e-02 eta: 2 days, 11:08:41 time: 0.3187 data_time: 0.0183 memory: 9201 grad_norm: 2.3611 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0663 loss: 3.0663 2022/08/14 09:32:59 - mmengine - INFO - Epoch(train) [78][1400/3757] lr: 7.9290e-02 eta: 2 days, 11:08:09 time: 0.3199 data_time: 0.0182 memory: 9201 grad_norm: 2.3978 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.8003 loss: 2.8003 2022/08/14 09:33:31 - mmengine - INFO - Epoch(train) [78][1500/3757] lr: 7.9290e-02 eta: 2 days, 11:07:38 time: 0.3185 data_time: 0.0179 memory: 9201 grad_norm: 2.4127 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0094 loss: 3.0094 2022/08/14 09:34:03 - mmengine - INFO - Epoch(train) [78][1600/3757] lr: 7.9290e-02 eta: 2 days, 11:07:07 time: 0.3174 data_time: 0.0166 memory: 9201 grad_norm: 2.3745 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0954 loss: 3.0954 2022/08/14 09:34:35 - mmengine - INFO - Epoch(train) [78][1700/3757] lr: 7.9290e-02 eta: 2 days, 11:06:36 time: 0.3185 data_time: 0.0170 memory: 9201 grad_norm: 2.3741 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1064 loss: 3.1064 2022/08/14 09:34:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 09:35:07 - mmengine - INFO - Epoch(train) [78][1800/3757] lr: 7.9290e-02 eta: 2 days, 11:06:05 time: 0.3209 data_time: 0.0195 memory: 9201 grad_norm: 2.4242 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8805 loss: 2.8805 2022/08/14 09:35:39 - mmengine - INFO - Epoch(train) [78][1900/3757] lr: 7.9290e-02 eta: 2 days, 11:05:34 time: 0.3201 data_time: 0.0163 memory: 9201 grad_norm: 2.4611 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8716 loss: 2.8716 2022/08/14 09:36:11 - mmengine - INFO - Epoch(train) [78][2000/3757] lr: 7.9290e-02 eta: 2 days, 11:05:03 time: 0.3180 data_time: 0.0168 memory: 9201 grad_norm: 2.3910 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9950 loss: 2.9950 2022/08/14 09:36:43 - mmengine - INFO - Epoch(train) [78][2100/3757] lr: 7.9290e-02 eta: 2 days, 11:04:32 time: 0.3190 data_time: 0.0172 memory: 9201 grad_norm: 2.3393 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.6465 loss: 2.6465 2022/08/14 09:37:15 - mmengine - INFO - Epoch(train) [78][2200/3757] lr: 7.9290e-02 eta: 2 days, 11:04:01 time: 0.3187 data_time: 0.0173 memory: 9201 grad_norm: 2.4040 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.1558 loss: 3.1558 2022/08/14 09:37:48 - mmengine - INFO - Epoch(train) [78][2300/3757] lr: 7.9290e-02 eta: 2 days, 11:03:30 time: 0.3209 data_time: 0.0180 memory: 9201 grad_norm: 2.4056 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9763 loss: 2.9763 2022/08/14 09:38:20 - mmengine - INFO - Epoch(train) [78][2400/3757] lr: 7.9290e-02 eta: 2 days, 11:02:59 time: 0.3198 data_time: 0.0175 memory: 9201 grad_norm: 2.4337 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8474 loss: 2.8474 2022/08/14 09:38:52 - mmengine - INFO - Epoch(train) [78][2500/3757] lr: 7.9290e-02 eta: 2 days, 11:02:28 time: 0.3183 data_time: 0.0170 memory: 9201 grad_norm: 2.4322 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2528 loss: 3.2528 2022/08/14 09:39:24 - mmengine - INFO - Epoch(train) [78][2600/3757] lr: 7.9290e-02 eta: 2 days, 11:01:57 time: 0.3180 data_time: 0.0171 memory: 9201 grad_norm: 2.3594 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9289 loss: 2.9289 2022/08/14 09:39:56 - mmengine - INFO - Epoch(train) [78][2700/3757] lr: 7.9290e-02 eta: 2 days, 11:01:26 time: 0.3186 data_time: 0.0164 memory: 9201 grad_norm: 2.4311 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0280 loss: 3.0280 2022/08/14 09:40:00 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 09:40:28 - mmengine - INFO - Epoch(train) [78][2800/3757] lr: 7.9290e-02 eta: 2 days, 11:00:55 time: 0.3219 data_time: 0.0175 memory: 9201 grad_norm: 2.3453 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2190 loss: 3.2190 2022/08/14 09:41:00 - mmengine - INFO - Epoch(train) [78][2900/3757] lr: 7.9290e-02 eta: 2 days, 11:00:24 time: 0.3191 data_time: 0.0177 memory: 9201 grad_norm: 2.3321 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7894 loss: 2.7894 2022/08/14 09:41:33 - mmengine - INFO - Epoch(train) [78][3000/3757] lr: 7.9290e-02 eta: 2 days, 10:59:53 time: 0.3198 data_time: 0.0175 memory: 9201 grad_norm: 2.3397 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9319 loss: 2.9319 2022/08/14 09:42:05 - mmengine - INFO - Epoch(train) [78][3100/3757] lr: 7.9290e-02 eta: 2 days, 10:59:22 time: 0.3196 data_time: 0.0170 memory: 9201 grad_norm: 2.3740 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6796 loss: 2.6796 2022/08/14 09:42:37 - mmengine - INFO - Epoch(train) [78][3200/3757] lr: 7.9290e-02 eta: 2 days, 10:58:52 time: 0.3309 data_time: 0.0168 memory: 9201 grad_norm: 2.3993 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0516 loss: 3.0516 2022/08/14 09:43:09 - mmengine - INFO - Epoch(train) [78][3300/3757] lr: 7.9290e-02 eta: 2 days, 10:58:20 time: 0.3202 data_time: 0.0167 memory: 9201 grad_norm: 2.4011 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1761 loss: 3.1761 2022/08/14 09:43:41 - mmengine - INFO - Epoch(train) [78][3400/3757] lr: 7.9290e-02 eta: 2 days, 10:57:49 time: 0.3203 data_time: 0.0179 memory: 9201 grad_norm: 2.4374 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8428 loss: 2.8428 2022/08/14 09:44:13 - mmengine - INFO - Epoch(train) [78][3500/3757] lr: 7.9290e-02 eta: 2 days, 10:57:18 time: 0.3204 data_time: 0.0175 memory: 9201 grad_norm: 2.4225 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1263 loss: 3.1263 2022/08/14 09:44:46 - mmengine - INFO - Epoch(train) [78][3600/3757] lr: 7.9290e-02 eta: 2 days, 10:56:47 time: 0.3201 data_time: 0.0174 memory: 9201 grad_norm: 2.4702 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.2685 loss: 3.2685 2022/08/14 09:45:18 - mmengine - INFO - Epoch(train) [78][3700/3757] lr: 7.9290e-02 eta: 2 days, 10:56:16 time: 0.3201 data_time: 0.0178 memory: 9201 grad_norm: 2.4290 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0767 loss: 3.0767 2022/08/14 09:45:21 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 09:45:36 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 09:45:36 - mmengine - INFO - Epoch(train) [78][3757/3757] lr: 7.9290e-02 eta: 2 days, 10:56:04 time: 0.3023 data_time: 0.0148 memory: 9201 grad_norm: 2.3369 top1_acc: 0.2857 top5_acc: 0.4286 loss_cls: 2.8828 loss: 2.8828 2022/08/14 09:46:11 - mmengine - INFO - Epoch(train) [79][100/3757] lr: 7.8790e-02 eta: 2 days, 10:55:21 time: 0.3184 data_time: 0.0172 memory: 9201 grad_norm: 2.3679 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1562 loss: 3.1562 2022/08/14 09:46:43 - mmengine - INFO - Epoch(train) [79][200/3757] lr: 7.8790e-02 eta: 2 days, 10:54:50 time: 0.3184 data_time: 0.0165 memory: 9201 grad_norm: 2.4383 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1379 loss: 3.1379 2022/08/14 09:47:15 - mmengine - INFO - Epoch(train) [79][300/3757] lr: 7.8790e-02 eta: 2 days, 10:54:19 time: 0.3173 data_time: 0.0169 memory: 9201 grad_norm: 2.3859 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3020 loss: 3.3020 2022/08/14 09:47:47 - mmengine - INFO - Epoch(train) [79][400/3757] lr: 7.8790e-02 eta: 2 days, 10:53:48 time: 0.3174 data_time: 0.0173 memory: 9201 grad_norm: 2.3498 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8854 loss: 2.8854 2022/08/14 09:48:19 - mmengine - INFO - Epoch(train) [79][500/3757] lr: 7.8790e-02 eta: 2 days, 10:53:17 time: 0.3193 data_time: 0.0183 memory: 9201 grad_norm: 2.3505 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0150 loss: 3.0150 2022/08/14 09:48:51 - mmengine - INFO - Epoch(train) [79][600/3757] lr: 7.8790e-02 eta: 2 days, 10:52:46 time: 0.3218 data_time: 0.0171 memory: 9201 grad_norm: 2.4919 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1147 loss: 3.1147 2022/08/14 09:49:23 - mmengine - INFO - Epoch(train) [79][700/3757] lr: 7.8790e-02 eta: 2 days, 10:52:15 time: 0.3189 data_time: 0.0174 memory: 9201 grad_norm: 2.4505 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2692 loss: 3.2692 2022/08/14 09:49:55 - mmengine - INFO - Epoch(train) [79][800/3757] lr: 7.8790e-02 eta: 2 days, 10:51:44 time: 0.3185 data_time: 0.0165 memory: 9201 grad_norm: 2.4058 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9770 loss: 2.9770 2022/08/14 09:50:28 - mmengine - INFO - Epoch(train) [79][900/3757] lr: 7.8790e-02 eta: 2 days, 10:51:13 time: 0.3235 data_time: 0.0178 memory: 9201 grad_norm: 2.4167 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8412 loss: 2.8412 2022/08/14 09:50:45 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 09:51:00 - mmengine - INFO - Epoch(train) [79][1000/3757] lr: 7.8790e-02 eta: 2 days, 10:50:42 time: 0.3202 data_time: 0.0180 memory: 9201 grad_norm: 2.4683 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2271 loss: 3.2271 2022/08/14 09:51:32 - mmengine - INFO - Epoch(train) [79][1100/3757] lr: 7.8790e-02 eta: 2 days, 10:50:11 time: 0.3208 data_time: 0.0188 memory: 9201 grad_norm: 2.4038 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1030 loss: 3.1030 2022/08/14 09:52:04 - mmengine - INFO - Epoch(train) [79][1200/3757] lr: 7.8790e-02 eta: 2 days, 10:49:40 time: 0.3192 data_time: 0.0173 memory: 9201 grad_norm: 2.3570 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.9156 loss: 2.9156 2022/08/14 09:52:36 - mmengine - INFO - Epoch(train) [79][1300/3757] lr: 7.8790e-02 eta: 2 days, 10:49:09 time: 0.3181 data_time: 0.0168 memory: 9201 grad_norm: 2.4600 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9559 loss: 2.9559 2022/08/14 09:53:08 - mmengine - INFO - Epoch(train) [79][1400/3757] lr: 7.8790e-02 eta: 2 days, 10:48:38 time: 0.3223 data_time: 0.0179 memory: 9201 grad_norm: 2.4465 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1881 loss: 3.1881 2022/08/14 09:53:40 - mmengine - INFO - Epoch(train) [79][1500/3757] lr: 7.8790e-02 eta: 2 days, 10:48:07 time: 0.3228 data_time: 0.0191 memory: 9201 grad_norm: 2.4415 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0401 loss: 3.0401 2022/08/14 09:54:13 - mmengine - INFO - Epoch(train) [79][1600/3757] lr: 7.8790e-02 eta: 2 days, 10:47:36 time: 0.3178 data_time: 0.0175 memory: 9201 grad_norm: 2.4026 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9198 loss: 2.9198 2022/08/14 09:54:44 - mmengine - INFO - Epoch(train) [79][1700/3757] lr: 7.8790e-02 eta: 2 days, 10:47:04 time: 0.3174 data_time: 0.0164 memory: 9201 grad_norm: 2.4440 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0314 loss: 3.0314 2022/08/14 09:55:17 - mmengine - INFO - Epoch(train) [79][1800/3757] lr: 7.8790e-02 eta: 2 days, 10:46:33 time: 0.3195 data_time: 0.0180 memory: 9201 grad_norm: 2.4031 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7085 loss: 2.7085 2022/08/14 09:55:49 - mmengine - INFO - Epoch(train) [79][1900/3757] lr: 7.8790e-02 eta: 2 days, 10:46:02 time: 0.3194 data_time: 0.0178 memory: 9201 grad_norm: 2.3200 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8328 loss: 2.8328 2022/08/14 09:56:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 09:56:21 - mmengine - INFO - Epoch(train) [79][2000/3757] lr: 7.8790e-02 eta: 2 days, 10:45:31 time: 0.3203 data_time: 0.0178 memory: 9201 grad_norm: 2.4541 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.8388 loss: 2.8388 2022/08/14 09:56:53 - mmengine - INFO - Epoch(train) [79][2100/3757] lr: 7.8790e-02 eta: 2 days, 10:45:00 time: 0.3189 data_time: 0.0170 memory: 9201 grad_norm: 2.4000 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1322 loss: 3.1322 2022/08/14 09:57:25 - mmengine - INFO - Epoch(train) [79][2200/3757] lr: 7.8790e-02 eta: 2 days, 10:44:29 time: 0.3195 data_time: 0.0181 memory: 9201 grad_norm: 2.3994 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1253 loss: 3.1253 2022/08/14 09:57:57 - mmengine - INFO - Epoch(train) [79][2300/3757] lr: 7.8790e-02 eta: 2 days, 10:43:58 time: 0.3198 data_time: 0.0168 memory: 9201 grad_norm: 2.4046 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0533 loss: 3.0533 2022/08/14 09:58:29 - mmengine - INFO - Epoch(train) [79][2400/3757] lr: 7.8790e-02 eta: 2 days, 10:43:27 time: 0.3186 data_time: 0.0172 memory: 9201 grad_norm: 2.3689 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3081 loss: 3.3081 2022/08/14 09:59:02 - mmengine - INFO - Epoch(train) [79][2500/3757] lr: 7.8790e-02 eta: 2 days, 10:42:56 time: 0.3209 data_time: 0.0180 memory: 9201 grad_norm: 2.3906 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0228 loss: 3.0228 2022/08/14 09:59:34 - mmengine - INFO - Epoch(train) [79][2600/3757] lr: 7.8790e-02 eta: 2 days, 10:42:25 time: 0.3180 data_time: 0.0174 memory: 9201 grad_norm: 2.4267 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0779 loss: 3.0779 2022/08/14 10:00:06 - mmengine - INFO - Epoch(train) [79][2700/3757] lr: 7.8790e-02 eta: 2 days, 10:41:54 time: 0.3185 data_time: 0.0168 memory: 9201 grad_norm: 2.3287 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.2276 loss: 3.2276 2022/08/14 10:00:38 - mmengine - INFO - Epoch(train) [79][2800/3757] lr: 7.8790e-02 eta: 2 days, 10:41:22 time: 0.3183 data_time: 0.0168 memory: 9201 grad_norm: 2.3129 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9680 loss: 2.9680 2022/08/14 10:01:10 - mmengine - INFO - Epoch(train) [79][2900/3757] lr: 7.8790e-02 eta: 2 days, 10:40:51 time: 0.3182 data_time: 0.0165 memory: 9201 grad_norm: 2.4063 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2265 loss: 3.2265 2022/08/14 10:01:27 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 10:01:42 - mmengine - INFO - Epoch(train) [79][3000/3757] lr: 7.8790e-02 eta: 2 days, 10:40:20 time: 0.3197 data_time: 0.0173 memory: 9201 grad_norm: 2.4112 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1455 loss: 3.1455 2022/08/14 10:02:14 - mmengine - INFO - Epoch(train) [79][3100/3757] lr: 7.8790e-02 eta: 2 days, 10:39:49 time: 0.3201 data_time: 0.0174 memory: 9201 grad_norm: 2.4452 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9179 loss: 2.9179 2022/08/14 10:02:46 - mmengine - INFO - Epoch(train) [79][3200/3757] lr: 7.8790e-02 eta: 2 days, 10:39:18 time: 0.3174 data_time: 0.0170 memory: 9201 grad_norm: 2.3652 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0511 loss: 3.0511 2022/08/14 10:03:18 - mmengine - INFO - Epoch(train) [79][3300/3757] lr: 7.8790e-02 eta: 2 days, 10:38:47 time: 0.3189 data_time: 0.0173 memory: 9201 grad_norm: 2.4108 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1276 loss: 3.1276 2022/08/14 10:03:50 - mmengine - INFO - Epoch(train) [79][3400/3757] lr: 7.8790e-02 eta: 2 days, 10:38:16 time: 0.3218 data_time: 0.0179 memory: 9201 grad_norm: 2.3804 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8536 loss: 2.8536 2022/08/14 10:04:22 - mmengine - INFO - Epoch(train) [79][3500/3757] lr: 7.8790e-02 eta: 2 days, 10:37:44 time: 0.3187 data_time: 0.0173 memory: 9201 grad_norm: 2.4029 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.8263 loss: 2.8263 2022/08/14 10:04:54 - mmengine - INFO - Epoch(train) [79][3600/3757] lr: 7.8790e-02 eta: 2 days, 10:37:13 time: 0.3183 data_time: 0.0167 memory: 9201 grad_norm: 2.3369 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8976 loss: 2.8976 2022/08/14 10:05:27 - mmengine - INFO - Epoch(train) [79][3700/3757] lr: 7.8790e-02 eta: 2 days, 10:36:42 time: 0.3187 data_time: 0.0173 memory: 9201 grad_norm: 2.4723 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1414 loss: 3.1414 2022/08/14 10:05:45 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 10:05:45 - mmengine - INFO - Epoch(train) [79][3757/3757] lr: 7.8790e-02 eta: 2 days, 10:36:30 time: 0.3026 data_time: 0.0155 memory: 9201 grad_norm: 2.4437 top1_acc: 0.5714 top5_acc: 0.5714 loss_cls: 2.9378 loss: 2.9378 2022/08/14 10:06:19 - mmengine - INFO - Epoch(train) [80][100/3757] lr: 7.8287e-02 eta: 2 days, 10:35:46 time: 0.3215 data_time: 0.0182 memory: 9201 grad_norm: 2.3879 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8322 loss: 2.8322 2022/08/14 10:06:50 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 10:06:51 - mmengine - INFO - Epoch(train) [80][200/3757] lr: 7.8287e-02 eta: 2 days, 10:35:14 time: 0.3194 data_time: 0.0169 memory: 9201 grad_norm: 2.4272 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.9919 loss: 2.9919 2022/08/14 10:07:23 - mmengine - INFO - Epoch(train) [80][300/3757] lr: 7.8287e-02 eta: 2 days, 10:34:44 time: 0.3201 data_time: 0.0174 memory: 9201 grad_norm: 2.3348 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.8994 loss: 2.8994 2022/08/14 10:07:55 - mmengine - INFO - Epoch(train) [80][400/3757] lr: 7.8287e-02 eta: 2 days, 10:34:13 time: 0.3188 data_time: 0.0162 memory: 9201 grad_norm: 2.3814 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8229 loss: 2.8229 2022/08/14 10:08:28 - mmengine - INFO - Epoch(train) [80][500/3757] lr: 7.8287e-02 eta: 2 days, 10:33:42 time: 0.3190 data_time: 0.0162 memory: 9201 grad_norm: 2.4449 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0809 loss: 3.0809 2022/08/14 10:09:00 - mmengine - INFO - Epoch(train) [80][600/3757] lr: 7.8287e-02 eta: 2 days, 10:33:11 time: 0.3208 data_time: 0.0170 memory: 9201 grad_norm: 2.3720 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9448 loss: 2.9448 2022/08/14 10:09:32 - mmengine - INFO - Epoch(train) [80][700/3757] lr: 7.8287e-02 eta: 2 days, 10:32:40 time: 0.3189 data_time: 0.0175 memory: 9201 grad_norm: 2.4239 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0739 loss: 3.0739 2022/08/14 10:10:04 - mmengine - INFO - Epoch(train) [80][800/3757] lr: 7.8287e-02 eta: 2 days, 10:32:09 time: 0.3210 data_time: 0.0183 memory: 9201 grad_norm: 2.3835 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0921 loss: 3.0921 2022/08/14 10:10:36 - mmengine - INFO - Epoch(train) [80][900/3757] lr: 7.8287e-02 eta: 2 days, 10:31:38 time: 0.3189 data_time: 0.0171 memory: 9201 grad_norm: 2.4131 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9151 loss: 2.9151 2022/08/14 10:11:08 - mmengine - INFO - Epoch(train) [80][1000/3757] lr: 7.8287e-02 eta: 2 days, 10:31:07 time: 0.3189 data_time: 0.0180 memory: 9201 grad_norm: 2.4182 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1357 loss: 3.1357 2022/08/14 10:11:40 - mmengine - INFO - Epoch(train) [80][1100/3757] lr: 7.8287e-02 eta: 2 days, 10:30:36 time: 0.3213 data_time: 0.0186 memory: 9201 grad_norm: 2.4048 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8862 loss: 2.8862 2022/08/14 10:12:11 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 10:12:12 - mmengine - INFO - Epoch(train) [80][1200/3757] lr: 7.8287e-02 eta: 2 days, 10:30:05 time: 0.3199 data_time: 0.0176 memory: 9201 grad_norm: 2.4761 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.1359 loss: 3.1359 2022/08/14 10:12:44 - mmengine - INFO - Epoch(train) [80][1300/3757] lr: 7.8287e-02 eta: 2 days, 10:29:33 time: 0.3175 data_time: 0.0172 memory: 9201 grad_norm: 2.4436 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0508 loss: 3.0508 2022/08/14 10:13:16 - mmengine - INFO - Epoch(train) [80][1400/3757] lr: 7.8287e-02 eta: 2 days, 10:29:02 time: 0.3197 data_time: 0.0176 memory: 9201 grad_norm: 2.3500 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1014 loss: 3.1014 2022/08/14 10:13:49 - mmengine - INFO - Epoch(train) [80][1500/3757] lr: 7.8287e-02 eta: 2 days, 10:28:31 time: 0.3235 data_time: 0.0171 memory: 9201 grad_norm: 2.4286 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8337 loss: 2.8337 2022/08/14 10:14:21 - mmengine - INFO - Epoch(train) [80][1600/3757] lr: 7.8287e-02 eta: 2 days, 10:28:00 time: 0.3196 data_time: 0.0170 memory: 9201 grad_norm: 2.5009 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0610 loss: 3.0610 2022/08/14 10:14:53 - mmengine - INFO - Epoch(train) [80][1700/3757] lr: 7.8287e-02 eta: 2 days, 10:27:29 time: 0.3209 data_time: 0.0170 memory: 9201 grad_norm: 2.4141 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9252 loss: 2.9252 2022/08/14 10:15:25 - mmengine - INFO - Epoch(train) [80][1800/3757] lr: 7.8287e-02 eta: 2 days, 10:26:58 time: 0.3206 data_time: 0.0171 memory: 9201 grad_norm: 2.3293 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8612 loss: 2.8612 2022/08/14 10:15:57 - mmengine - INFO - Epoch(train) [80][1900/3757] lr: 7.8287e-02 eta: 2 days, 10:26:27 time: 0.3185 data_time: 0.0172 memory: 9201 grad_norm: 2.4201 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9106 loss: 2.9106 2022/08/14 10:16:29 - mmengine - INFO - Epoch(train) [80][2000/3757] lr: 7.8287e-02 eta: 2 days, 10:25:56 time: 0.3198 data_time: 0.0171 memory: 9201 grad_norm: 2.4607 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8837 loss: 2.8837 2022/08/14 10:17:01 - mmengine - INFO - Epoch(train) [80][2100/3757] lr: 7.8287e-02 eta: 2 days, 10:25:25 time: 0.3198 data_time: 0.0181 memory: 9201 grad_norm: 2.3022 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.9890 loss: 2.9890 2022/08/14 10:17:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 10:17:34 - mmengine - INFO - Epoch(train) [80][2200/3757] lr: 7.8287e-02 eta: 2 days, 10:24:54 time: 0.3206 data_time: 0.0185 memory: 9201 grad_norm: 2.3319 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6007 loss: 2.6007 2022/08/14 10:18:06 - mmengine - INFO - Epoch(train) [80][2300/3757] lr: 7.8287e-02 eta: 2 days, 10:24:23 time: 0.3189 data_time: 0.0173 memory: 9201 grad_norm: 2.3886 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8940 loss: 2.8940 2022/08/14 10:18:38 - mmengine - INFO - Epoch(train) [80][2400/3757] lr: 7.8287e-02 eta: 2 days, 10:23:52 time: 0.3193 data_time: 0.0163 memory: 9201 grad_norm: 2.4162 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.2492 loss: 3.2492 2022/08/14 10:19:10 - mmengine - INFO - Epoch(train) [80][2500/3757] lr: 7.8287e-02 eta: 2 days, 10:23:21 time: 0.3192 data_time: 0.0172 memory: 9201 grad_norm: 2.4097 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8618 loss: 2.8618 2022/08/14 10:19:42 - mmengine - INFO - Epoch(train) [80][2600/3757] lr: 7.8287e-02 eta: 2 days, 10:22:50 time: 0.3210 data_time: 0.0185 memory: 9201 grad_norm: 2.4003 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1533 loss: 3.1533 2022/08/14 10:20:14 - mmengine - INFO - Epoch(train) [80][2700/3757] lr: 7.8287e-02 eta: 2 days, 10:22:19 time: 0.3183 data_time: 0.0166 memory: 9201 grad_norm: 2.3711 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.8951 loss: 2.8951 2022/08/14 10:20:47 - mmengine - INFO - Epoch(train) [80][2800/3757] lr: 7.8287e-02 eta: 2 days, 10:21:48 time: 0.3168 data_time: 0.0163 memory: 9201 grad_norm: 2.4754 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2223 loss: 3.2223 2022/08/14 10:21:19 - mmengine - INFO - Epoch(train) [80][2900/3757] lr: 7.8287e-02 eta: 2 days, 10:21:17 time: 0.3234 data_time: 0.0176 memory: 9201 grad_norm: 2.3135 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0911 loss: 3.0911 2022/08/14 10:21:51 - mmengine - INFO - Epoch(train) [80][3000/3757] lr: 7.8287e-02 eta: 2 days, 10:20:47 time: 0.3189 data_time: 0.0174 memory: 9201 grad_norm: 2.4107 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0225 loss: 3.0225 2022/08/14 10:22:23 - mmengine - INFO - Epoch(train) [80][3100/3757] lr: 7.8287e-02 eta: 2 days, 10:20:15 time: 0.3201 data_time: 0.0188 memory: 9201 grad_norm: 2.4281 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9861 loss: 2.9861 2022/08/14 10:22:55 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 10:22:56 - mmengine - INFO - Epoch(train) [80][3200/3757] lr: 7.8287e-02 eta: 2 days, 10:19:45 time: 0.3184 data_time: 0.0172 memory: 9201 grad_norm: 2.3932 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.8879 loss: 2.8879 2022/08/14 10:23:28 - mmengine - INFO - Epoch(train) [80][3300/3757] lr: 7.8287e-02 eta: 2 days, 10:19:14 time: 0.3188 data_time: 0.0173 memory: 9201 grad_norm: 2.3950 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1908 loss: 3.1908 2022/08/14 10:24:00 - mmengine - INFO - Epoch(train) [80][3400/3757] lr: 7.8287e-02 eta: 2 days, 10:18:43 time: 0.3223 data_time: 0.0183 memory: 9201 grad_norm: 2.3967 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0227 loss: 3.0227 2022/08/14 10:24:32 - mmengine - INFO - Epoch(train) [80][3500/3757] lr: 7.8287e-02 eta: 2 days, 10:18:12 time: 0.3182 data_time: 0.0169 memory: 9201 grad_norm: 2.4337 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1006 loss: 3.1006 2022/08/14 10:25:04 - mmengine - INFO - Epoch(train) [80][3600/3757] lr: 7.8287e-02 eta: 2 days, 10:17:41 time: 0.3230 data_time: 0.0173 memory: 9201 grad_norm: 2.3986 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7263 loss: 2.7263 2022/08/14 10:25:36 - mmengine - INFO - Epoch(train) [80][3700/3757] lr: 7.8287e-02 eta: 2 days, 10:17:09 time: 0.3189 data_time: 0.0169 memory: 9201 grad_norm: 2.4147 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2632 loss: 3.2632 2022/08/14 10:25:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 10:25:54 - mmengine - INFO - Epoch(train) [80][3757/3757] lr: 7.8287e-02 eta: 2 days, 10:16:57 time: 0.3011 data_time: 0.0151 memory: 9201 grad_norm: 2.3967 top1_acc: 0.1429 top5_acc: 0.7143 loss_cls: 2.8412 loss: 2.8412 2022/08/14 10:25:54 - mmengine - INFO - Saving checkpoint at 80 epochs 2022/08/14 10:26:20 - mmengine - INFO - Epoch(val) [80][100/310] eta: 0:00:43 time: 0.2080 data_time: 0.0968 memory: 1522 2022/08/14 10:26:43 - mmengine - INFO - Epoch(val) [80][200/310] eta: 0:00:20 time: 0.1882 data_time: 0.0767 memory: 1522 2022/08/14 10:27:02 - mmengine - INFO - Epoch(val) [80][300/310] eta: 0:00:01 time: 0.1464 data_time: 0.0537 memory: 1522 2022/08/14 10:27:04 - mmengine - INFO - Epoch(val) [80][310/310] acc/top1: 0.4071 acc/top5: 0.6848 acc/mean1: 0.4070 2022/08/14 10:27:39 - mmengine - INFO - Epoch(train) [81][100/3757] lr: 7.7779e-02 eta: 2 days, 10:16:13 time: 0.3176 data_time: 0.0170 memory: 9201 grad_norm: 2.4125 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9340 loss: 2.9340 2022/08/14 10:28:11 - mmengine - INFO - Epoch(train) [81][200/3757] lr: 7.7779e-02 eta: 2 days, 10:15:42 time: 0.3174 data_time: 0.0162 memory: 9201 grad_norm: 2.4813 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9182 loss: 2.9182 2022/08/14 10:28:43 - mmengine - INFO - Epoch(train) [81][300/3757] lr: 7.7779e-02 eta: 2 days, 10:15:11 time: 0.3233 data_time: 0.0189 memory: 9201 grad_norm: 2.4398 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.9426 loss: 2.9426 2022/08/14 10:29:15 - mmengine - INFO - Epoch(train) [81][400/3757] lr: 7.7779e-02 eta: 2 days, 10:14:40 time: 0.3184 data_time: 0.0172 memory: 9201 grad_norm: 2.3425 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1012 loss: 3.1012 2022/08/14 10:29:28 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 10:29:47 - mmengine - INFO - Epoch(train) [81][500/3757] lr: 7.7779e-02 eta: 2 days, 10:14:09 time: 0.3176 data_time: 0.0169 memory: 9201 grad_norm: 2.3551 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5921 loss: 2.5921 2022/08/14 10:30:19 - mmengine - INFO - Epoch(train) [81][600/3757] lr: 7.7779e-02 eta: 2 days, 10:13:38 time: 0.3193 data_time: 0.0175 memory: 9201 grad_norm: 2.5052 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9826 loss: 2.9826 2022/08/14 10:30:51 - mmengine - INFO - Epoch(train) [81][700/3757] lr: 7.7779e-02 eta: 2 days, 10:13:07 time: 0.3197 data_time: 0.0175 memory: 9201 grad_norm: 2.4043 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9297 loss: 2.9297 2022/08/14 10:31:23 - mmengine - INFO - Epoch(train) [81][800/3757] lr: 7.7779e-02 eta: 2 days, 10:12:35 time: 0.3204 data_time: 0.0184 memory: 9201 grad_norm: 2.4476 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8398 loss: 2.8398 2022/08/14 10:31:55 - mmengine - INFO - Epoch(train) [81][900/3757] lr: 7.7779e-02 eta: 2 days, 10:12:04 time: 0.3184 data_time: 0.0170 memory: 9201 grad_norm: 2.4036 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0501 loss: 3.0501 2022/08/14 10:32:28 - mmengine - INFO - Epoch(train) [81][1000/3757] lr: 7.7779e-02 eta: 2 days, 10:11:33 time: 0.3182 data_time: 0.0168 memory: 9201 grad_norm: 2.4105 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6290 loss: 2.6290 2022/08/14 10:33:00 - mmengine - INFO - Epoch(train) [81][1100/3757] lr: 7.7779e-02 eta: 2 days, 10:11:03 time: 0.3244 data_time: 0.0171 memory: 9201 grad_norm: 2.4570 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1442 loss: 3.1442 2022/08/14 10:33:32 - mmengine - INFO - Epoch(train) [81][1200/3757] lr: 7.7779e-02 eta: 2 days, 10:10:32 time: 0.3194 data_time: 0.0184 memory: 9201 grad_norm: 2.5201 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0313 loss: 3.0313 2022/08/14 10:34:04 - mmengine - INFO - Epoch(train) [81][1300/3757] lr: 7.7779e-02 eta: 2 days, 10:10:00 time: 0.3207 data_time: 0.0175 memory: 9201 grad_norm: 2.4279 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3062 loss: 3.3062 2022/08/14 10:34:36 - mmengine - INFO - Epoch(train) [81][1400/3757] lr: 7.7779e-02 eta: 2 days, 10:09:30 time: 0.3212 data_time: 0.0181 memory: 9201 grad_norm: 2.4045 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9299 loss: 2.9299 2022/08/14 10:34:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 10:35:09 - mmengine - INFO - Epoch(train) [81][1500/3757] lr: 7.7779e-02 eta: 2 days, 10:08:58 time: 0.3186 data_time: 0.0177 memory: 9201 grad_norm: 2.4154 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8630 loss: 2.8630 2022/08/14 10:35:41 - mmengine - INFO - Epoch(train) [81][1600/3757] lr: 7.7779e-02 eta: 2 days, 10:08:27 time: 0.3199 data_time: 0.0184 memory: 9201 grad_norm: 2.4040 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.0230 loss: 3.0230 2022/08/14 10:36:13 - mmengine - INFO - Epoch(train) [81][1700/3757] lr: 7.7779e-02 eta: 2 days, 10:07:56 time: 0.3200 data_time: 0.0174 memory: 9201 grad_norm: 2.4110 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1179 loss: 3.1179 2022/08/14 10:36:45 - mmengine - INFO - Epoch(train) [81][1800/3757] lr: 7.7779e-02 eta: 2 days, 10:07:25 time: 0.3217 data_time: 0.0177 memory: 9201 grad_norm: 2.3904 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0135 loss: 3.0135 2022/08/14 10:37:17 - mmengine - INFO - Epoch(train) [81][1900/3757] lr: 7.7779e-02 eta: 2 days, 10:06:54 time: 0.3184 data_time: 0.0173 memory: 9201 grad_norm: 2.3599 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9768 loss: 2.9768 2022/08/14 10:37:49 - mmengine - INFO - Epoch(train) [81][2000/3757] lr: 7.7779e-02 eta: 2 days, 10:06:23 time: 0.3195 data_time: 0.0176 memory: 9201 grad_norm: 2.4031 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9223 loss: 2.9223 2022/08/14 10:38:22 - mmengine - INFO - Epoch(train) [81][2100/3757] lr: 7.7779e-02 eta: 2 days, 10:05:52 time: 0.3195 data_time: 0.0174 memory: 9201 grad_norm: 2.3774 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8793 loss: 2.8793 2022/08/14 10:38:54 - mmengine - INFO - Epoch(train) [81][2200/3757] lr: 7.7779e-02 eta: 2 days, 10:05:21 time: 0.3187 data_time: 0.0171 memory: 9201 grad_norm: 2.3767 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0057 loss: 3.0057 2022/08/14 10:39:26 - mmengine - INFO - Epoch(train) [81][2300/3757] lr: 7.7779e-02 eta: 2 days, 10:04:50 time: 0.3221 data_time: 0.0186 memory: 9201 grad_norm: 2.3342 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9174 loss: 2.9174 2022/08/14 10:39:58 - mmengine - INFO - Epoch(train) [81][2400/3757] lr: 7.7779e-02 eta: 2 days, 10:04:19 time: 0.3185 data_time: 0.0170 memory: 9201 grad_norm: 2.4820 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9337 loss: 2.9337 2022/08/14 10:40:11 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 10:40:30 - mmengine - INFO - Epoch(train) [81][2500/3757] lr: 7.7779e-02 eta: 2 days, 10:03:48 time: 0.3194 data_time: 0.0169 memory: 9201 grad_norm: 2.4100 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8608 loss: 2.8608 2022/08/14 10:41:02 - mmengine - INFO - Epoch(train) [81][2600/3757] lr: 7.7779e-02 eta: 2 days, 10:03:17 time: 0.3231 data_time: 0.0178 memory: 9201 grad_norm: 2.4339 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9342 loss: 2.9342 2022/08/14 10:41:34 - mmengine - INFO - Epoch(train) [81][2700/3757] lr: 7.7779e-02 eta: 2 days, 10:02:46 time: 0.3196 data_time: 0.0175 memory: 9201 grad_norm: 2.4290 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6957 loss: 2.6957 2022/08/14 10:42:07 - mmengine - INFO - Epoch(train) [81][2800/3757] lr: 7.7779e-02 eta: 2 days, 10:02:15 time: 0.3256 data_time: 0.0175 memory: 9201 grad_norm: 2.3922 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9610 loss: 2.9610 2022/08/14 10:42:39 - mmengine - INFO - Epoch(train) [81][2900/3757] lr: 7.7779e-02 eta: 2 days, 10:01:44 time: 0.3178 data_time: 0.0173 memory: 9201 grad_norm: 2.4080 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9569 loss: 2.9569 2022/08/14 10:43:11 - mmengine - INFO - Epoch(train) [81][3000/3757] lr: 7.7779e-02 eta: 2 days, 10:01:13 time: 0.3189 data_time: 0.0173 memory: 9201 grad_norm: 2.4507 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8264 loss: 2.8264 2022/08/14 10:43:43 - mmengine - INFO - Epoch(train) [81][3100/3757] lr: 7.7779e-02 eta: 2 days, 10:00:42 time: 0.3204 data_time: 0.0178 memory: 9201 grad_norm: 2.3913 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7887 loss: 2.7887 2022/08/14 10:44:15 - mmengine - INFO - Epoch(train) [81][3200/3757] lr: 7.7779e-02 eta: 2 days, 10:00:11 time: 0.3203 data_time: 0.0180 memory: 9201 grad_norm: 2.4525 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8032 loss: 2.8032 2022/08/14 10:44:47 - mmengine - INFO - Epoch(train) [81][3300/3757] lr: 7.7779e-02 eta: 2 days, 9:59:39 time: 0.3202 data_time: 0.0174 memory: 9201 grad_norm: 2.4248 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0902 loss: 3.0902 2022/08/14 10:45:19 - mmengine - INFO - Epoch(train) [81][3400/3757] lr: 7.7779e-02 eta: 2 days, 9:59:08 time: 0.3192 data_time: 0.0174 memory: 9201 grad_norm: 2.3699 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.7433 loss: 2.7433 2022/08/14 10:45:32 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 10:45:52 - mmengine - INFO - Epoch(train) [81][3500/3757] lr: 7.7779e-02 eta: 2 days, 9:58:38 time: 0.3207 data_time: 0.0180 memory: 9201 grad_norm: 2.5061 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2709 loss: 3.2709 2022/08/14 10:46:24 - mmengine - INFO - Epoch(train) [81][3600/3757] lr: 7.7779e-02 eta: 2 days, 9:58:06 time: 0.3183 data_time: 0.0170 memory: 9201 grad_norm: 2.4239 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8569 loss: 2.8569 2022/08/14 10:46:56 - mmengine - INFO - Epoch(train) [81][3700/3757] lr: 7.7779e-02 eta: 2 days, 9:57:35 time: 0.3210 data_time: 0.0189 memory: 9201 grad_norm: 2.3612 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8876 loss: 2.8876 2022/08/14 10:47:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 10:47:14 - mmengine - INFO - Epoch(train) [81][3757/3757] lr: 7.7779e-02 eta: 2 days, 9:57:23 time: 0.3046 data_time: 0.0158 memory: 9201 grad_norm: 2.5068 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 2.9618 loss: 2.9618 2022/08/14 10:47:48 - mmengine - INFO - Epoch(train) [82][100/3757] lr: 7.7266e-02 eta: 2 days, 9:56:40 time: 0.3197 data_time: 0.0182 memory: 9201 grad_norm: 2.3984 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8756 loss: 2.8756 2022/08/14 10:48:21 - mmengine - INFO - Epoch(train) [82][200/3757] lr: 7.7266e-02 eta: 2 days, 9:56:09 time: 0.3194 data_time: 0.0158 memory: 9201 grad_norm: 2.4579 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9794 loss: 2.9794 2022/08/14 10:48:53 - mmengine - INFO - Epoch(train) [82][300/3757] lr: 7.7266e-02 eta: 2 days, 9:55:38 time: 0.3199 data_time: 0.0174 memory: 9201 grad_norm: 2.3568 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8255 loss: 2.8255 2022/08/14 10:49:25 - mmengine - INFO - Epoch(train) [82][400/3757] lr: 7.7266e-02 eta: 2 days, 9:55:07 time: 0.3241 data_time: 0.0172 memory: 9201 grad_norm: 2.4521 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2106 loss: 3.2106 2022/08/14 10:49:57 - mmengine - INFO - Epoch(train) [82][500/3757] lr: 7.7266e-02 eta: 2 days, 9:54:36 time: 0.3198 data_time: 0.0188 memory: 9201 grad_norm: 2.4493 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8060 loss: 2.8060 2022/08/14 10:50:29 - mmengine - INFO - Epoch(train) [82][600/3757] lr: 7.7266e-02 eta: 2 days, 9:54:05 time: 0.3203 data_time: 0.0171 memory: 9201 grad_norm: 2.3625 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2110 loss: 3.2110 2022/08/14 10:50:56 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 10:51:02 - mmengine - INFO - Epoch(train) [82][700/3757] lr: 7.7266e-02 eta: 2 days, 9:53:34 time: 0.3177 data_time: 0.0160 memory: 9201 grad_norm: 2.4139 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.9709 loss: 2.9709 2022/08/14 10:51:34 - mmengine - INFO - Epoch(train) [82][800/3757] lr: 7.7266e-02 eta: 2 days, 9:53:03 time: 0.3196 data_time: 0.0179 memory: 9201 grad_norm: 2.4150 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0217 loss: 3.0217 2022/08/14 10:52:06 - mmengine - INFO - Epoch(train) [82][900/3757] lr: 7.7266e-02 eta: 2 days, 9:52:32 time: 0.3213 data_time: 0.0175 memory: 9201 grad_norm: 2.4016 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.9728 loss: 2.9728 2022/08/14 10:52:38 - mmengine - INFO - Epoch(train) [82][1000/3757] lr: 7.7266e-02 eta: 2 days, 9:52:00 time: 0.3210 data_time: 0.0181 memory: 9201 grad_norm: 2.4494 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8541 loss: 2.8541 2022/08/14 10:53:10 - mmengine - INFO - Epoch(train) [82][1100/3757] lr: 7.7266e-02 eta: 2 days, 9:51:29 time: 0.3193 data_time: 0.0178 memory: 9201 grad_norm: 2.4192 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0737 loss: 3.0737 2022/08/14 10:53:42 - mmengine - INFO - Epoch(train) [82][1200/3757] lr: 7.7266e-02 eta: 2 days, 9:50:58 time: 0.3183 data_time: 0.0172 memory: 9201 grad_norm: 2.5570 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7280 loss: 2.7280 2022/08/14 10:54:14 - mmengine - INFO - Epoch(train) [82][1300/3757] lr: 7.7266e-02 eta: 2 days, 9:50:27 time: 0.3230 data_time: 0.0182 memory: 9201 grad_norm: 2.4177 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 2.7148 loss: 2.7148 2022/08/14 10:54:46 - mmengine - INFO - Epoch(train) [82][1400/3757] lr: 7.7266e-02 eta: 2 days, 9:49:56 time: 0.3194 data_time: 0.0176 memory: 9201 grad_norm: 2.3866 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.1389 loss: 3.1389 2022/08/14 10:55:19 - mmengine - INFO - Epoch(train) [82][1500/3757] lr: 7.7266e-02 eta: 2 days, 9:49:25 time: 0.3189 data_time: 0.0173 memory: 9201 grad_norm: 2.4145 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9986 loss: 2.9986 2022/08/14 10:55:51 - mmengine - INFO - Epoch(train) [82][1600/3757] lr: 7.7266e-02 eta: 2 days, 9:48:54 time: 0.3190 data_time: 0.0175 memory: 9201 grad_norm: 2.4594 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9716 loss: 2.9716 2022/08/14 10:56:17 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 10:56:23 - mmengine - INFO - Epoch(train) [82][1700/3757] lr: 7.7266e-02 eta: 2 days, 9:48:23 time: 0.3199 data_time: 0.0174 memory: 9201 grad_norm: 2.4621 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8313 loss: 2.8313 2022/08/14 10:56:55 - mmengine - INFO - Epoch(train) [82][1800/3757] lr: 7.7266e-02 eta: 2 days, 9:47:52 time: 0.3209 data_time: 0.0191 memory: 9201 grad_norm: 2.4480 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.0572 loss: 3.0572 2022/08/14 10:57:27 - mmengine - INFO - Epoch(train) [82][1900/3757] lr: 7.7266e-02 eta: 2 days, 9:47:21 time: 0.3186 data_time: 0.0179 memory: 9201 grad_norm: 2.3972 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3563 loss: 3.3563 2022/08/14 10:57:59 - mmengine - INFO - Epoch(train) [82][2000/3757] lr: 7.7266e-02 eta: 2 days, 9:46:50 time: 0.3193 data_time: 0.0166 memory: 9201 grad_norm: 2.4237 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.1594 loss: 3.1594 2022/08/14 10:58:31 - mmengine - INFO - Epoch(train) [82][2100/3757] lr: 7.7266e-02 eta: 2 days, 9:46:18 time: 0.3186 data_time: 0.0169 memory: 9201 grad_norm: 2.4026 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1952 loss: 3.1952 2022/08/14 10:59:04 - mmengine - INFO - Epoch(train) [82][2200/3757] lr: 7.7266e-02 eta: 2 days, 9:45:48 time: 0.3202 data_time: 0.0174 memory: 9201 grad_norm: 2.4696 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9143 loss: 2.9143 2022/08/14 10:59:36 - mmengine - INFO - Epoch(train) [82][2300/3757] lr: 7.7266e-02 eta: 2 days, 9:45:17 time: 0.3245 data_time: 0.0186 memory: 9201 grad_norm: 2.4462 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0952 loss: 3.0952 2022/08/14 11:00:08 - mmengine - INFO - Epoch(train) [82][2400/3757] lr: 7.7266e-02 eta: 2 days, 9:44:45 time: 0.3183 data_time: 0.0167 memory: 9201 grad_norm: 2.4290 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.9254 loss: 2.9254 2022/08/14 11:00:40 - mmengine - INFO - Epoch(train) [82][2500/3757] lr: 7.7266e-02 eta: 2 days, 9:44:14 time: 0.3197 data_time: 0.0175 memory: 9201 grad_norm: 2.4345 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.0580 loss: 3.0580 2022/08/14 11:01:12 - mmengine - INFO - Epoch(train) [82][2600/3757] lr: 7.7266e-02 eta: 2 days, 9:43:43 time: 0.3174 data_time: 0.0161 memory: 9201 grad_norm: 2.4512 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.2141 loss: 3.2141 2022/08/14 11:01:39 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 11:01:44 - mmengine - INFO - Epoch(train) [82][2700/3757] lr: 7.7266e-02 eta: 2 days, 9:43:12 time: 0.3182 data_time: 0.0177 memory: 9201 grad_norm: 2.4153 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0873 loss: 3.0873 2022/08/14 11:02:17 - mmengine - INFO - Epoch(train) [82][2800/3757] lr: 7.7266e-02 eta: 2 days, 9:42:41 time: 0.3255 data_time: 0.0178 memory: 9201 grad_norm: 2.4630 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7183 loss: 2.7183 2022/08/14 11:02:49 - mmengine - INFO - Epoch(train) [82][2900/3757] lr: 7.7266e-02 eta: 2 days, 9:42:10 time: 0.3248 data_time: 0.0177 memory: 9201 grad_norm: 2.4767 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1593 loss: 3.1593 2022/08/14 11:03:21 - mmengine - INFO - Epoch(train) [82][3000/3757] lr: 7.7266e-02 eta: 2 days, 9:41:39 time: 0.3181 data_time: 0.0170 memory: 9201 grad_norm: 2.4115 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8540 loss: 2.8540 2022/08/14 11:03:53 - mmengine - INFO - Epoch(train) [82][3100/3757] lr: 7.7266e-02 eta: 2 days, 9:41:08 time: 0.3190 data_time: 0.0178 memory: 9201 grad_norm: 2.4160 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8434 loss: 2.8434 2022/08/14 11:04:25 - mmengine - INFO - Epoch(train) [82][3200/3757] lr: 7.7266e-02 eta: 2 days, 9:40:37 time: 0.3216 data_time: 0.0183 memory: 9201 grad_norm: 2.4085 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0507 loss: 3.0507 2022/08/14 11:04:57 - mmengine - INFO - Epoch(train) [82][3300/3757] lr: 7.7266e-02 eta: 2 days, 9:40:06 time: 0.3206 data_time: 0.0182 memory: 9201 grad_norm: 2.4209 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0799 loss: 3.0799 2022/08/14 11:05:30 - mmengine - INFO - Epoch(train) [82][3400/3757] lr: 7.7266e-02 eta: 2 days, 9:39:35 time: 0.3191 data_time: 0.0171 memory: 9201 grad_norm: 2.4381 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8147 loss: 2.8147 2022/08/14 11:06:02 - mmengine - INFO - Epoch(train) [82][3500/3757] lr: 7.7266e-02 eta: 2 days, 9:39:04 time: 0.3187 data_time: 0.0177 memory: 9201 grad_norm: 2.3893 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3829 loss: 3.3829 2022/08/14 11:06:34 - mmengine - INFO - Epoch(train) [82][3600/3757] lr: 7.7266e-02 eta: 2 days, 9:38:33 time: 0.3232 data_time: 0.0171 memory: 9201 grad_norm: 2.4492 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.0585 loss: 3.0585 2022/08/14 11:07:01 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 11:07:06 - mmengine - INFO - Epoch(train) [82][3700/3757] lr: 7.7266e-02 eta: 2 days, 9:38:02 time: 0.3193 data_time: 0.0168 memory: 9201 grad_norm: 2.4018 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0933 loss: 3.0933 2022/08/14 11:07:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 11:07:24 - mmengine - INFO - Epoch(train) [82][3757/3757] lr: 7.7266e-02 eta: 2 days, 9:37:49 time: 0.3025 data_time: 0.0155 memory: 9201 grad_norm: 2.3857 top1_acc: 0.4286 top5_acc: 0.5714 loss_cls: 3.1213 loss: 3.1213 2022/08/14 11:07:58 - mmengine - INFO - Epoch(train) [83][100/3757] lr: 7.6750e-02 eta: 2 days, 9:37:06 time: 0.3207 data_time: 0.0199 memory: 9201 grad_norm: 2.3750 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9533 loss: 2.9533 2022/08/14 11:08:30 - mmengine - INFO - Epoch(train) [83][200/3757] lr: 7.6750e-02 eta: 2 days, 9:36:35 time: 0.3191 data_time: 0.0179 memory: 9201 grad_norm: 2.4771 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9424 loss: 2.9424 2022/08/14 11:09:03 - mmengine - INFO - Epoch(train) [83][300/3757] lr: 7.6750e-02 eta: 2 days, 9:36:04 time: 0.3182 data_time: 0.0166 memory: 9201 grad_norm: 2.4136 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9198 loss: 2.9198 2022/08/14 11:09:35 - mmengine - INFO - Epoch(train) [83][400/3757] lr: 7.6750e-02 eta: 2 days, 9:35:33 time: 0.3199 data_time: 0.0173 memory: 9201 grad_norm: 2.4687 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1722 loss: 3.1722 2022/08/14 11:10:07 - mmengine - INFO - Epoch(train) [83][500/3757] lr: 7.6750e-02 eta: 2 days, 9:35:02 time: 0.3193 data_time: 0.0169 memory: 9201 grad_norm: 2.3761 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8728 loss: 2.8728 2022/08/14 11:10:39 - mmengine - INFO - Epoch(train) [83][600/3757] lr: 7.6750e-02 eta: 2 days, 9:34:30 time: 0.3207 data_time: 0.0169 memory: 9201 grad_norm: 2.3791 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9398 loss: 2.9398 2022/08/14 11:11:11 - mmengine - INFO - Epoch(train) [83][700/3757] lr: 7.6750e-02 eta: 2 days, 9:33:59 time: 0.3181 data_time: 0.0163 memory: 9201 grad_norm: 2.4471 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8196 loss: 2.8196 2022/08/14 11:11:43 - mmengine - INFO - Epoch(train) [83][800/3757] lr: 7.6750e-02 eta: 2 days, 9:33:28 time: 0.3184 data_time: 0.0162 memory: 9201 grad_norm: 2.3892 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0464 loss: 3.0464 2022/08/14 11:12:15 - mmengine - INFO - Epoch(train) [83][900/3757] lr: 7.6750e-02 eta: 2 days, 9:32:57 time: 0.3187 data_time: 0.0181 memory: 9201 grad_norm: 2.4312 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9435 loss: 2.9435 2022/08/14 11:12:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 11:12:48 - mmengine - INFO - Epoch(train) [83][1000/3757] lr: 7.6750e-02 eta: 2 days, 9:32:26 time: 0.3196 data_time: 0.0177 memory: 9201 grad_norm: 2.4173 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9174 loss: 2.9174 2022/08/14 11:13:20 - mmengine - INFO - Epoch(train) [83][1100/3757] lr: 7.6750e-02 eta: 2 days, 9:31:55 time: 0.3200 data_time: 0.0180 memory: 9201 grad_norm: 2.3831 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3979 loss: 3.3979 2022/08/14 11:13:52 - mmengine - INFO - Epoch(train) [83][1200/3757] lr: 7.6750e-02 eta: 2 days, 9:31:24 time: 0.3190 data_time: 0.0176 memory: 9201 grad_norm: 2.4662 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0032 loss: 3.0032 2022/08/14 11:14:24 - mmengine - INFO - Epoch(train) [83][1300/3757] lr: 7.6750e-02 eta: 2 days, 9:30:53 time: 0.3223 data_time: 0.0177 memory: 9201 grad_norm: 2.4739 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0803 loss: 3.0803 2022/08/14 11:14:56 - mmengine - INFO - Epoch(train) [83][1400/3757] lr: 7.6750e-02 eta: 2 days, 9:30:22 time: 0.3216 data_time: 0.0178 memory: 9201 grad_norm: 2.4065 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0747 loss: 3.0747 2022/08/14 11:15:28 - mmengine - INFO - Epoch(train) [83][1500/3757] lr: 7.6750e-02 eta: 2 days, 9:29:51 time: 0.3203 data_time: 0.0164 memory: 9201 grad_norm: 2.4199 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1441 loss: 3.1441 2022/08/14 11:16:01 - mmengine - INFO - Epoch(train) [83][1600/3757] lr: 7.6750e-02 eta: 2 days, 9:29:20 time: 0.3180 data_time: 0.0175 memory: 9201 grad_norm: 2.3935 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.0217 loss: 3.0217 2022/08/14 11:16:33 - mmengine - INFO - Epoch(train) [83][1700/3757] lr: 7.6750e-02 eta: 2 days, 9:28:49 time: 0.3205 data_time: 0.0177 memory: 9201 grad_norm: 2.4429 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5964 loss: 2.5964 2022/08/14 11:17:05 - mmengine - INFO - Epoch(train) [83][1800/3757] lr: 7.6750e-02 eta: 2 days, 9:28:18 time: 0.3215 data_time: 0.0186 memory: 9201 grad_norm: 2.4887 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5640 loss: 2.5640 2022/08/14 11:17:37 - mmengine - INFO - Epoch(train) [83][1900/3757] lr: 7.6750e-02 eta: 2 days, 9:27:47 time: 0.3204 data_time: 0.0183 memory: 9201 grad_norm: 2.4878 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8237 loss: 2.8237 2022/08/14 11:17:46 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 11:18:09 - mmengine - INFO - Epoch(train) [83][2000/3757] lr: 7.6750e-02 eta: 2 days, 9:27:16 time: 0.3194 data_time: 0.0173 memory: 9201 grad_norm: 2.4151 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8621 loss: 2.8621 2022/08/14 11:18:42 - mmengine - INFO - Epoch(train) [83][2100/3757] lr: 7.6750e-02 eta: 2 days, 9:26:45 time: 0.3209 data_time: 0.0174 memory: 9201 grad_norm: 2.4067 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.0120 loss: 3.0120 2022/08/14 11:19:14 - mmengine - INFO - Epoch(train) [83][2200/3757] lr: 7.6750e-02 eta: 2 days, 9:26:14 time: 0.3198 data_time: 0.0165 memory: 9201 grad_norm: 2.4117 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8931 loss: 2.8931 2022/08/14 11:19:46 - mmengine - INFO - Epoch(train) [83][2300/3757] lr: 7.6750e-02 eta: 2 days, 9:25:43 time: 0.3204 data_time: 0.0182 memory: 9201 grad_norm: 2.4374 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2208 loss: 3.2208 2022/08/14 11:20:18 - mmengine - INFO - Epoch(train) [83][2400/3757] lr: 7.6750e-02 eta: 2 days, 9:25:12 time: 0.3230 data_time: 0.0179 memory: 9201 grad_norm: 2.4152 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9712 loss: 2.9712 2022/08/14 11:20:51 - mmengine - INFO - Epoch(train) [83][2500/3757] lr: 7.6750e-02 eta: 2 days, 9:24:41 time: 0.3187 data_time: 0.0171 memory: 9201 grad_norm: 2.4631 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.9949 loss: 2.9949 2022/08/14 11:21:23 - mmengine - INFO - Epoch(train) [83][2600/3757] lr: 7.6750e-02 eta: 2 days, 9:24:10 time: 0.3185 data_time: 0.0160 memory: 9201 grad_norm: 2.3940 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9349 loss: 2.9349 2022/08/14 11:21:55 - mmengine - INFO - Epoch(train) [83][2700/3757] lr: 7.6750e-02 eta: 2 days, 9:23:40 time: 0.3234 data_time: 0.0176 memory: 9201 grad_norm: 2.4122 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0191 loss: 3.0191 2022/08/14 11:22:27 - mmengine - INFO - Epoch(train) [83][2800/3757] lr: 7.6750e-02 eta: 2 days, 9:23:08 time: 0.3190 data_time: 0.0173 memory: 9201 grad_norm: 2.4948 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2290 loss: 3.2290 2022/08/14 11:22:59 - mmengine - INFO - Epoch(train) [83][2900/3757] lr: 7.6750e-02 eta: 2 days, 9:22:37 time: 0.3204 data_time: 0.0173 memory: 9201 grad_norm: 2.4697 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0440 loss: 3.0440 2022/08/14 11:23:08 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 11:23:31 - mmengine - INFO - Epoch(train) [83][3000/3757] lr: 7.6750e-02 eta: 2 days, 9:22:06 time: 0.3192 data_time: 0.0171 memory: 9201 grad_norm: 2.3484 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8187 loss: 2.8187 2022/08/14 11:24:04 - mmengine - INFO - Epoch(train) [83][3100/3757] lr: 7.6750e-02 eta: 2 days, 9:21:35 time: 0.3177 data_time: 0.0161 memory: 9201 grad_norm: 2.3592 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.5149 loss: 2.5149 2022/08/14 11:24:36 - mmengine - INFO - Epoch(train) [83][3200/3757] lr: 7.6750e-02 eta: 2 days, 9:21:04 time: 0.3222 data_time: 0.0186 memory: 9201 grad_norm: 2.4890 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6611 loss: 2.6611 2022/08/14 11:25:08 - mmengine - INFO - Epoch(train) [83][3300/3757] lr: 7.6750e-02 eta: 2 days, 9:20:33 time: 0.3191 data_time: 0.0175 memory: 9201 grad_norm: 2.4902 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1693 loss: 3.1693 2022/08/14 11:25:40 - mmengine - INFO - Epoch(train) [83][3400/3757] lr: 7.6750e-02 eta: 2 days, 9:20:02 time: 0.3193 data_time: 0.0173 memory: 9201 grad_norm: 2.3867 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7533 loss: 2.7533 2022/08/14 11:26:13 - mmengine - INFO - Epoch(train) [83][3500/3757] lr: 7.6750e-02 eta: 2 days, 9:19:31 time: 0.3182 data_time: 0.0165 memory: 9201 grad_norm: 2.4271 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8952 loss: 2.8952 2022/08/14 11:26:45 - mmengine - INFO - Epoch(train) [83][3600/3757] lr: 7.6750e-02 eta: 2 days, 9:19:00 time: 0.3213 data_time: 0.0183 memory: 9201 grad_norm: 2.4704 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9577 loss: 2.9577 2022/08/14 11:27:17 - mmengine - INFO - Epoch(train) [83][3700/3757] lr: 7.6750e-02 eta: 2 days, 9:18:29 time: 0.3203 data_time: 0.0168 memory: 9201 grad_norm: 2.4771 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0934 loss: 3.0934 2022/08/14 11:27:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 11:27:35 - mmengine - INFO - Epoch(train) [83][3757/3757] lr: 7.6750e-02 eta: 2 days, 9:18:17 time: 0.3019 data_time: 0.0155 memory: 9201 grad_norm: 2.4431 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 2.9887 loss: 2.9887 2022/08/14 11:28:09 - mmengine - INFO - Epoch(train) [84][100/3757] lr: 7.6229e-02 eta: 2 days, 9:17:33 time: 0.3210 data_time: 0.0188 memory: 9201 grad_norm: 2.4978 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0566 loss: 3.0566 2022/08/14 11:28:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 11:28:41 - mmengine - INFO - Epoch(train) [84][200/3757] lr: 7.6229e-02 eta: 2 days, 9:17:02 time: 0.3201 data_time: 0.0169 memory: 9201 grad_norm: 2.4692 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7620 loss: 2.7620 2022/08/14 11:29:14 - mmengine - INFO - Epoch(train) [84][300/3757] lr: 7.6229e-02 eta: 2 days, 9:16:31 time: 0.3195 data_time: 0.0174 memory: 9201 grad_norm: 2.4140 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.7937 loss: 2.7937 2022/08/14 11:29:46 - mmengine - INFO - Epoch(train) [84][400/3757] lr: 7.6229e-02 eta: 2 days, 9:16:00 time: 0.3242 data_time: 0.0175 memory: 9201 grad_norm: 2.4935 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9426 loss: 2.9426 2022/08/14 11:30:18 - mmengine - INFO - Epoch(train) [84][500/3757] lr: 7.6229e-02 eta: 2 days, 9:15:29 time: 0.3194 data_time: 0.0171 memory: 9201 grad_norm: 2.4896 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8747 loss: 2.8747 2022/08/14 11:30:50 - mmengine - INFO - Epoch(train) [84][600/3757] lr: 7.6229e-02 eta: 2 days, 9:14:58 time: 0.3199 data_time: 0.0181 memory: 9201 grad_norm: 2.5180 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.6773 loss: 2.6773 2022/08/14 11:31:22 - mmengine - INFO - Epoch(train) [84][700/3757] lr: 7.6229e-02 eta: 2 days, 9:14:27 time: 0.3192 data_time: 0.0177 memory: 9201 grad_norm: 2.5063 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.1411 loss: 3.1411 2022/08/14 11:31:55 - mmengine - INFO - Epoch(train) [84][800/3757] lr: 7.6229e-02 eta: 2 days, 9:13:56 time: 0.3186 data_time: 0.0175 memory: 9201 grad_norm: 2.3899 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9601 loss: 2.9601 2022/08/14 11:32:27 - mmengine - INFO - Epoch(train) [84][900/3757] lr: 7.6229e-02 eta: 2 days, 9:13:25 time: 0.3201 data_time: 0.0184 memory: 9201 grad_norm: 2.4973 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8601 loss: 2.8601 2022/08/14 11:32:59 - mmengine - INFO - Epoch(train) [84][1000/3757] lr: 7.6229e-02 eta: 2 days, 9:12:54 time: 0.3185 data_time: 0.0168 memory: 9201 grad_norm: 2.4171 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1265 loss: 3.1265 2022/08/14 11:33:31 - mmengine - INFO - Epoch(train) [84][1100/3757] lr: 7.6229e-02 eta: 2 days, 9:12:23 time: 0.3198 data_time: 0.0174 memory: 9201 grad_norm: 2.5797 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0276 loss: 3.0276 2022/08/14 11:33:53 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 11:34:03 - mmengine - INFO - Epoch(train) [84][1200/3757] lr: 7.6229e-02 eta: 2 days, 9:11:52 time: 0.3200 data_time: 0.0203 memory: 9201 grad_norm: 2.5134 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.5531 loss: 2.5531 2022/08/14 11:34:35 - mmengine - INFO - Epoch(train) [84][1300/3757] lr: 7.6229e-02 eta: 2 days, 9:11:21 time: 0.3203 data_time: 0.0174 memory: 9201 grad_norm: 2.3703 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0415 loss: 3.0415 2022/08/14 11:35:08 - mmengine - INFO - Epoch(train) [84][1400/3757] lr: 7.6229e-02 eta: 2 days, 9:10:50 time: 0.3199 data_time: 0.0181 memory: 9201 grad_norm: 2.4301 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9651 loss: 2.9651 2022/08/14 11:35:40 - mmengine - INFO - Epoch(train) [84][1500/3757] lr: 7.6229e-02 eta: 2 days, 9:10:18 time: 0.3186 data_time: 0.0174 memory: 9201 grad_norm: 2.3771 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1915 loss: 3.1915 2022/08/14 11:36:12 - mmengine - INFO - Epoch(train) [84][1600/3757] lr: 7.6229e-02 eta: 2 days, 9:09:47 time: 0.3184 data_time: 0.0172 memory: 9201 grad_norm: 2.4152 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.9042 loss: 2.9042 2022/08/14 11:36:44 - mmengine - INFO - Epoch(train) [84][1700/3757] lr: 7.6229e-02 eta: 2 days, 9:09:16 time: 0.3183 data_time: 0.0169 memory: 9201 grad_norm: 2.4649 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9858 loss: 2.9858 2022/08/14 11:37:16 - mmengine - INFO - Epoch(train) [84][1800/3757] lr: 7.6229e-02 eta: 2 days, 9:08:45 time: 0.3202 data_time: 0.0178 memory: 9201 grad_norm: 2.4074 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.1681 loss: 3.1681 2022/08/14 11:37:48 - mmengine - INFO - Epoch(train) [84][1900/3757] lr: 7.6229e-02 eta: 2 days, 9:08:14 time: 0.3203 data_time: 0.0186 memory: 9201 grad_norm: 2.4285 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1333 loss: 3.1333 2022/08/14 11:38:20 - mmengine - INFO - Epoch(train) [84][2000/3757] lr: 7.6229e-02 eta: 2 days, 9:07:43 time: 0.3208 data_time: 0.0180 memory: 9201 grad_norm: 2.4726 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1112 loss: 3.1112 2022/08/14 11:38:53 - mmengine - INFO - Epoch(train) [84][2100/3757] lr: 7.6229e-02 eta: 2 days, 9:07:12 time: 0.3194 data_time: 0.0174 memory: 9201 grad_norm: 2.3710 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2466 loss: 3.2466 2022/08/14 11:39:15 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 11:39:25 - mmengine - INFO - Epoch(train) [84][2200/3757] lr: 7.6229e-02 eta: 2 days, 9:06:41 time: 0.3182 data_time: 0.0174 memory: 9201 grad_norm: 2.4927 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 2.8159 loss: 2.8159 2022/08/14 11:39:57 - mmengine - INFO - Epoch(train) [84][2300/3757] lr: 7.6229e-02 eta: 2 days, 9:06:10 time: 0.3189 data_time: 0.0173 memory: 9201 grad_norm: 2.5069 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0022 loss: 3.0022 2022/08/14 11:40:29 - mmengine - INFO - Epoch(train) [84][2400/3757] lr: 7.6229e-02 eta: 2 days, 9:05:39 time: 0.3203 data_time: 0.0180 memory: 9201 grad_norm: 2.4431 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0331 loss: 3.0331 2022/08/14 11:41:01 - mmengine - INFO - Epoch(train) [84][2500/3757] lr: 7.6229e-02 eta: 2 days, 9:05:07 time: 0.3195 data_time: 0.0171 memory: 9201 grad_norm: 2.4790 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9127 loss: 2.9127 2022/08/14 11:41:33 - mmengine - INFO - Epoch(train) [84][2600/3757] lr: 7.6229e-02 eta: 2 days, 9:04:36 time: 0.3186 data_time: 0.0173 memory: 9201 grad_norm: 2.4942 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1082 loss: 3.1082 2022/08/14 11:42:05 - mmengine - INFO - Epoch(train) [84][2700/3757] lr: 7.6229e-02 eta: 2 days, 9:04:05 time: 0.3206 data_time: 0.0179 memory: 9201 grad_norm: 2.4195 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9826 loss: 2.9826 2022/08/14 11:42:38 - mmengine - INFO - Epoch(train) [84][2800/3757] lr: 7.6229e-02 eta: 2 days, 9:03:34 time: 0.3200 data_time: 0.0168 memory: 9201 grad_norm: 2.4742 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8102 loss: 2.8102 2022/08/14 11:43:10 - mmengine - INFO - Epoch(train) [84][2900/3757] lr: 7.6229e-02 eta: 2 days, 9:03:03 time: 0.3187 data_time: 0.0168 memory: 9201 grad_norm: 2.4530 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2338 loss: 3.2338 2022/08/14 11:43:42 - mmengine - INFO - Epoch(train) [84][3000/3757] lr: 7.6229e-02 eta: 2 days, 9:02:32 time: 0.3212 data_time: 0.0176 memory: 9201 grad_norm: 2.4700 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9095 loss: 2.9095 2022/08/14 11:44:14 - mmengine - INFO - Epoch(train) [84][3100/3757] lr: 7.6229e-02 eta: 2 days, 9:02:01 time: 0.3198 data_time: 0.0173 memory: 9201 grad_norm: 2.4706 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4024 loss: 3.4024 2022/08/14 11:44:36 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 11:44:46 - mmengine - INFO - Epoch(train) [84][3200/3757] lr: 7.6229e-02 eta: 2 days, 9:01:30 time: 0.3212 data_time: 0.0172 memory: 9201 grad_norm: 2.4421 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9989 loss: 2.9989 2022/08/14 11:45:19 - mmengine - INFO - Epoch(train) [84][3300/3757] lr: 7.6229e-02 eta: 2 days, 9:00:59 time: 0.3194 data_time: 0.0177 memory: 9201 grad_norm: 2.5323 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8925 loss: 2.8925 2022/08/14 11:45:51 - mmengine - INFO - Epoch(train) [84][3400/3757] lr: 7.6229e-02 eta: 2 days, 9:00:28 time: 0.3204 data_time: 0.0181 memory: 9201 grad_norm: 2.3905 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3022 loss: 3.3022 2022/08/14 11:46:23 - mmengine - INFO - Epoch(train) [84][3500/3757] lr: 7.6229e-02 eta: 2 days, 8:59:57 time: 0.3195 data_time: 0.0173 memory: 9201 grad_norm: 2.3764 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6276 loss: 2.6276 2022/08/14 11:46:55 - mmengine - INFO - Epoch(train) [84][3600/3757] lr: 7.6229e-02 eta: 2 days, 8:59:26 time: 0.3197 data_time: 0.0181 memory: 9201 grad_norm: 2.4385 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8355 loss: 2.8355 2022/08/14 11:47:27 - mmengine - INFO - Epoch(train) [84][3700/3757] lr: 7.6229e-02 eta: 2 days, 8:58:55 time: 0.3213 data_time: 0.0187 memory: 9201 grad_norm: 2.4465 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0788 loss: 3.0788 2022/08/14 11:47:45 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 11:47:45 - mmengine - INFO - Epoch(train) [84][3757/3757] lr: 7.6229e-02 eta: 2 days, 8:58:43 time: 0.3027 data_time: 0.0155 memory: 9201 grad_norm: 2.3754 top1_acc: 0.4286 top5_acc: 0.8571 loss_cls: 2.9412 loss: 2.9412 2022/08/14 11:47:46 - mmengine - INFO - Saving checkpoint at 84 epochs 2022/08/14 11:48:22 - mmengine - INFO - Epoch(train) [85][100/3757] lr: 7.5705e-02 eta: 2 days, 8:57:57 time: 0.3217 data_time: 0.0178 memory: 9201 grad_norm: 2.3828 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1868 loss: 3.1868 2022/08/14 11:48:55 - mmengine - INFO - Epoch(train) [85][200/3757] lr: 7.5705e-02 eta: 2 days, 8:57:26 time: 0.3209 data_time: 0.0178 memory: 9201 grad_norm: 2.4533 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6542 loss: 2.6542 2022/08/14 11:49:27 - mmengine - INFO - Epoch(train) [85][300/3757] lr: 7.5705e-02 eta: 2 days, 8:56:55 time: 0.3184 data_time: 0.0169 memory: 9201 grad_norm: 2.4792 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9964 loss: 2.9964 2022/08/14 11:49:59 - mmengine - INFO - Epoch(train) [85][400/3757] lr: 7.5705e-02 eta: 2 days, 8:56:24 time: 0.3201 data_time: 0.0172 memory: 9201 grad_norm: 2.4601 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5899 loss: 2.5899 2022/08/14 11:50:03 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 11:50:31 - mmengine - INFO - Epoch(train) [85][500/3757] lr: 7.5705e-02 eta: 2 days, 8:55:53 time: 0.3198 data_time: 0.0175 memory: 9201 grad_norm: 2.3874 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0728 loss: 3.0728 2022/08/14 11:51:03 - mmengine - INFO - Epoch(train) [85][600/3757] lr: 7.5705e-02 eta: 2 days, 8:55:22 time: 0.3219 data_time: 0.0168 memory: 9201 grad_norm: 2.4002 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8543 loss: 2.8543 2022/08/14 11:51:35 - mmengine - INFO - Epoch(train) [85][700/3757] lr: 7.5705e-02 eta: 2 days, 8:54:51 time: 0.3176 data_time: 0.0169 memory: 9201 grad_norm: 2.5015 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 3.1770 loss: 3.1770 2022/08/14 11:52:07 - mmengine - INFO - Epoch(train) [85][800/3757] lr: 7.5705e-02 eta: 2 days, 8:54:20 time: 0.3186 data_time: 0.0176 memory: 9201 grad_norm: 2.4637 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9593 loss: 2.9593 2022/08/14 11:52:40 - mmengine - INFO - Epoch(train) [85][900/3757] lr: 7.5705e-02 eta: 2 days, 8:53:49 time: 0.3254 data_time: 0.0176 memory: 9201 grad_norm: 2.4029 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.8175 loss: 2.8175 2022/08/14 11:53:12 - mmengine - INFO - Epoch(train) [85][1000/3757] lr: 7.5705e-02 eta: 2 days, 8:53:17 time: 0.3191 data_time: 0.0175 memory: 9201 grad_norm: 2.4689 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2084 loss: 3.2084 2022/08/14 11:53:44 - mmengine - INFO - Epoch(train) [85][1100/3757] lr: 7.5705e-02 eta: 2 days, 8:52:46 time: 0.3236 data_time: 0.0176 memory: 9201 grad_norm: 2.4340 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8241 loss: 2.8241 2022/08/14 11:54:16 - mmengine - INFO - Epoch(train) [85][1200/3757] lr: 7.5705e-02 eta: 2 days, 8:52:15 time: 0.3185 data_time: 0.0170 memory: 9201 grad_norm: 2.4480 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7765 loss: 2.7765 2022/08/14 11:54:48 - mmengine - INFO - Epoch(train) [85][1300/3757] lr: 7.5705e-02 eta: 2 days, 8:51:44 time: 0.3209 data_time: 0.0175 memory: 9201 grad_norm: 2.3941 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0493 loss: 3.0493 2022/08/14 11:55:20 - mmengine - INFO - Epoch(train) [85][1400/3757] lr: 7.5705e-02 eta: 2 days, 8:51:13 time: 0.3220 data_time: 0.0176 memory: 9201 grad_norm: 2.4357 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8888 loss: 2.8888 2022/08/14 11:55:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 11:55:53 - mmengine - INFO - Epoch(train) [85][1500/3757] lr: 7.5705e-02 eta: 2 days, 8:50:42 time: 0.3205 data_time: 0.0178 memory: 9201 grad_norm: 2.4458 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2750 loss: 3.2750 2022/08/14 11:56:25 - mmengine - INFO - Epoch(train) [85][1600/3757] lr: 7.5705e-02 eta: 2 days, 8:50:11 time: 0.3199 data_time: 0.0170 memory: 9201 grad_norm: 2.4461 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0160 loss: 3.0160 2022/08/14 11:56:57 - mmengine - INFO - Epoch(train) [85][1700/3757] lr: 7.5705e-02 eta: 2 days, 8:49:40 time: 0.3195 data_time: 0.0171 memory: 9201 grad_norm: 2.4141 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0711 loss: 3.0711 2022/08/14 11:57:29 - mmengine - INFO - Epoch(train) [85][1800/3757] lr: 7.5705e-02 eta: 2 days, 8:49:09 time: 0.3189 data_time: 0.0182 memory: 9201 grad_norm: 2.5051 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6856 loss: 2.6856 2022/08/14 11:58:01 - mmengine - INFO - Epoch(train) [85][1900/3757] lr: 7.5705e-02 eta: 2 days, 8:48:38 time: 0.3224 data_time: 0.0184 memory: 9201 grad_norm: 2.5178 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.0481 loss: 3.0481 2022/08/14 11:58:34 - mmengine - INFO - Epoch(train) [85][2000/3757] lr: 7.5705e-02 eta: 2 days, 8:48:07 time: 0.3196 data_time: 0.0172 memory: 9201 grad_norm: 2.4949 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8012 loss: 2.8012 2022/08/14 11:59:06 - mmengine - INFO - Epoch(train) [85][2100/3757] lr: 7.5705e-02 eta: 2 days, 8:47:36 time: 0.3221 data_time: 0.0176 memory: 9201 grad_norm: 2.4233 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9165 loss: 2.9165 2022/08/14 11:59:38 - mmengine - INFO - Epoch(train) [85][2200/3757] lr: 7.5705e-02 eta: 2 days, 8:47:05 time: 0.3190 data_time: 0.0173 memory: 9201 grad_norm: 2.3854 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1024 loss: 3.1024 2022/08/14 12:00:13 - mmengine - INFO - Epoch(train) [85][2300/3757] lr: 7.5705e-02 eta: 2 days, 8:46:38 time: 0.3199 data_time: 0.0178 memory: 9201 grad_norm: 2.4040 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8786 loss: 2.8786 2022/08/14 12:00:45 - mmengine - INFO - Epoch(train) [85][2400/3757] lr: 7.5705e-02 eta: 2 days, 8:46:07 time: 0.3191 data_time: 0.0168 memory: 9201 grad_norm: 2.4913 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7777 loss: 2.7777 2022/08/14 12:00:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 12:01:17 - mmengine - INFO - Epoch(train) [85][2500/3757] lr: 7.5705e-02 eta: 2 days, 8:45:36 time: 0.3192 data_time: 0.0173 memory: 9201 grad_norm: 2.4198 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2346 loss: 3.2346 2022/08/14 12:01:49 - mmengine - INFO - Epoch(train) [85][2600/3757] lr: 7.5705e-02 eta: 2 days, 8:45:06 time: 0.3194 data_time: 0.0175 memory: 9201 grad_norm: 2.3870 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0094 loss: 3.0094 2022/08/14 12:02:22 - mmengine - INFO - Epoch(train) [85][2700/3757] lr: 7.5705e-02 eta: 2 days, 8:44:35 time: 0.3263 data_time: 0.0178 memory: 9201 grad_norm: 2.4646 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0269 loss: 3.0269 2022/08/14 12:02:54 - mmengine - INFO - Epoch(train) [85][2800/3757] lr: 7.5705e-02 eta: 2 days, 8:44:04 time: 0.3187 data_time: 0.0186 memory: 9201 grad_norm: 2.4125 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0285 loss: 3.0285 2022/08/14 12:03:26 - mmengine - INFO - Epoch(train) [85][2900/3757] lr: 7.5705e-02 eta: 2 days, 8:43:33 time: 0.3195 data_time: 0.0179 memory: 9201 grad_norm: 2.4020 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7704 loss: 2.7704 2022/08/14 12:03:58 - mmengine - INFO - Epoch(train) [85][3000/3757] lr: 7.5705e-02 eta: 2 days, 8:43:01 time: 0.3187 data_time: 0.0168 memory: 9201 grad_norm: 2.4650 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8088 loss: 2.8088 2022/08/14 12:04:30 - mmengine - INFO - Epoch(train) [85][3100/3757] lr: 7.5705e-02 eta: 2 days, 8:42:30 time: 0.3181 data_time: 0.0156 memory: 9201 grad_norm: 2.4677 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9311 loss: 2.9311 2022/08/14 12:05:03 - mmengine - INFO - Epoch(train) [85][3200/3757] lr: 7.5705e-02 eta: 2 days, 8:41:59 time: 0.3206 data_time: 0.0169 memory: 9201 grad_norm: 2.4242 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7232 loss: 2.7232 2022/08/14 12:05:35 - mmengine - INFO - Epoch(train) [85][3300/3757] lr: 7.5705e-02 eta: 2 days, 8:41:28 time: 0.3185 data_time: 0.0168 memory: 9201 grad_norm: 2.4513 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8498 loss: 2.8498 2022/08/14 12:06:07 - mmengine - INFO - Epoch(train) [85][3400/3757] lr: 7.5705e-02 eta: 2 days, 8:40:57 time: 0.3192 data_time: 0.0173 memory: 9201 grad_norm: 2.4343 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9273 loss: 2.9273 2022/08/14 12:06:11 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 12:06:39 - mmengine - INFO - Epoch(train) [85][3500/3757] lr: 7.5705e-02 eta: 2 days, 8:40:26 time: 0.3185 data_time: 0.0171 memory: 9201 grad_norm: 2.4387 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2375 loss: 3.2375 2022/08/14 12:07:11 - mmengine - INFO - Epoch(train) [85][3600/3757] lr: 7.5705e-02 eta: 2 days, 8:39:55 time: 0.3191 data_time: 0.0174 memory: 9201 grad_norm: 2.4251 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9604 loss: 2.9604 2022/08/14 12:07:43 - mmengine - INFO - Epoch(train) [85][3700/3757] lr: 7.5705e-02 eta: 2 days, 8:39:24 time: 0.3222 data_time: 0.0179 memory: 9201 grad_norm: 2.4237 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.0046 loss: 3.0046 2022/08/14 12:08:02 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 12:08:02 - mmengine - INFO - Epoch(train) [85][3757/3757] lr: 7.5705e-02 eta: 2 days, 8:39:12 time: 0.3044 data_time: 0.0163 memory: 9201 grad_norm: 2.3980 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 2.8298 loss: 2.8298 2022/08/14 12:08:24 - mmengine - INFO - Epoch(val) [85][100/310] eta: 0:00:45 time: 0.2166 data_time: 0.1072 memory: 1522 2022/08/14 12:08:46 - mmengine - INFO - Epoch(val) [85][200/310] eta: 0:00:21 time: 0.1923 data_time: 0.0816 memory: 1522 2022/08/14 12:09:06 - mmengine - INFO - Epoch(val) [85][300/310] eta: 0:00:02 time: 0.2034 data_time: 0.0937 memory: 1522 2022/08/14 12:09:10 - mmengine - INFO - Epoch(val) [85][310/310] acc/top1: 0.4111 acc/top5: 0.6786 acc/mean1: 0.4110 2022/08/14 12:09:10 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb/best_acc/top1_epoch_71.pth is removed 2022/08/14 12:09:12 - mmengine - INFO - The best checkpoint with 0.4111 acc/top1 at 86 epoch is saved to best_acc/top1_epoch_86.pth. 2022/08/14 12:09:46 - mmengine - INFO - Epoch(train) [86][100/3757] lr: 7.5177e-02 eta: 2 days, 8:38:26 time: 0.3202 data_time: 0.0180 memory: 9201 grad_norm: 2.4507 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9679 loss: 2.9679 2022/08/14 12:10:18 - mmengine - INFO - Epoch(train) [86][200/3757] lr: 7.5177e-02 eta: 2 days, 8:37:55 time: 0.3188 data_time: 0.0179 memory: 9201 grad_norm: 2.5569 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8274 loss: 2.8274 2022/08/14 12:10:50 - mmengine - INFO - Epoch(train) [86][300/3757] lr: 7.5177e-02 eta: 2 days, 8:37:24 time: 0.3190 data_time: 0.0167 memory: 9201 grad_norm: 2.4690 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.8864 loss: 2.8864 2022/08/14 12:11:22 - mmengine - INFO - Epoch(train) [86][400/3757] lr: 7.5177e-02 eta: 2 days, 8:36:53 time: 0.3214 data_time: 0.0180 memory: 9201 grad_norm: 2.4435 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0425 loss: 3.0425 2022/08/14 12:11:54 - mmengine - INFO - Epoch(train) [86][500/3757] lr: 7.5177e-02 eta: 2 days, 8:36:22 time: 0.3207 data_time: 0.0171 memory: 9201 grad_norm: 2.3691 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.9863 loss: 2.9863 2022/08/14 12:12:27 - mmengine - INFO - Epoch(train) [86][600/3757] lr: 7.5177e-02 eta: 2 days, 8:35:51 time: 0.3199 data_time: 0.0175 memory: 9201 grad_norm: 2.4367 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1306 loss: 3.1306 2022/08/14 12:12:44 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 12:12:59 - mmengine - INFO - Epoch(train) [86][700/3757] lr: 7.5177e-02 eta: 2 days, 8:35:20 time: 0.3192 data_time: 0.0171 memory: 9201 grad_norm: 2.4565 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9885 loss: 2.9885 2022/08/14 12:13:31 - mmengine - INFO - Epoch(train) [86][800/3757] lr: 7.5177e-02 eta: 2 days, 8:34:49 time: 0.3181 data_time: 0.0176 memory: 9201 grad_norm: 2.5229 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2667 loss: 3.2667 2022/08/14 12:14:03 - mmengine - INFO - Epoch(train) [86][900/3757] lr: 7.5177e-02 eta: 2 days, 8:34:18 time: 0.3196 data_time: 0.0176 memory: 9201 grad_norm: 2.5230 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2704 loss: 3.2704 2022/08/14 12:14:35 - mmengine - INFO - Epoch(train) [86][1000/3757] lr: 7.5177e-02 eta: 2 days, 8:33:47 time: 0.3197 data_time: 0.0181 memory: 9201 grad_norm: 2.4812 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9135 loss: 2.9135 2022/08/14 12:15:07 - mmengine - INFO - Epoch(train) [86][1100/3757] lr: 7.5177e-02 eta: 2 days, 8:33:15 time: 0.3197 data_time: 0.0165 memory: 9201 grad_norm: 2.4691 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9883 loss: 2.9883 2022/08/14 12:15:40 - mmengine - INFO - Epoch(train) [86][1200/3757] lr: 7.5177e-02 eta: 2 days, 8:32:44 time: 0.3191 data_time: 0.0183 memory: 9201 grad_norm: 2.4818 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7089 loss: 2.7089 2022/08/14 12:16:12 - mmengine - INFO - Epoch(train) [86][1300/3757] lr: 7.5177e-02 eta: 2 days, 8:32:13 time: 0.3195 data_time: 0.0172 memory: 9201 grad_norm: 2.5073 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0369 loss: 3.0369 2022/08/14 12:16:44 - mmengine - INFO - Epoch(train) [86][1400/3757] lr: 7.5177e-02 eta: 2 days, 8:31:42 time: 0.3208 data_time: 0.0184 memory: 9201 grad_norm: 2.5597 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.0846 loss: 3.0846 2022/08/14 12:17:16 - mmengine - INFO - Epoch(train) [86][1500/3757] lr: 7.5177e-02 eta: 2 days, 8:31:11 time: 0.3222 data_time: 0.0179 memory: 9201 grad_norm: 2.3787 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0587 loss: 3.0587 2022/08/14 12:17:48 - mmengine - INFO - Epoch(train) [86][1600/3757] lr: 7.5177e-02 eta: 2 days, 8:30:40 time: 0.3181 data_time: 0.0173 memory: 9201 grad_norm: 2.3888 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9200 loss: 2.9200 2022/08/14 12:18:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 12:18:20 - mmengine - INFO - Epoch(train) [86][1700/3757] lr: 7.5177e-02 eta: 2 days, 8:30:09 time: 0.3213 data_time: 0.0168 memory: 9201 grad_norm: 2.4306 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0445 loss: 3.0445 2022/08/14 12:18:53 - mmengine - INFO - Epoch(train) [86][1800/3757] lr: 7.5177e-02 eta: 2 days, 8:29:38 time: 0.3191 data_time: 0.0169 memory: 9201 grad_norm: 2.4536 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0805 loss: 3.0805 2022/08/14 12:19:25 - mmengine - INFO - Epoch(train) [86][1900/3757] lr: 7.5177e-02 eta: 2 days, 8:29:07 time: 0.3229 data_time: 0.0184 memory: 9201 grad_norm: 2.4657 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8714 loss: 2.8714 2022/08/14 12:19:57 - mmengine - INFO - Epoch(train) [86][2000/3757] lr: 7.5177e-02 eta: 2 days, 8:28:35 time: 0.3198 data_time: 0.0173 memory: 9201 grad_norm: 2.4906 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 2.9649 loss: 2.9649 2022/08/14 12:20:29 - mmengine - INFO - Epoch(train) [86][2100/3757] lr: 7.5177e-02 eta: 2 days, 8:28:04 time: 0.3195 data_time: 0.0162 memory: 9201 grad_norm: 2.4715 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0103 loss: 3.0103 2022/08/14 12:21:01 - mmengine - INFO - Epoch(train) [86][2200/3757] lr: 7.5177e-02 eta: 2 days, 8:27:33 time: 0.3198 data_time: 0.0175 memory: 9201 grad_norm: 2.4841 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0555 loss: 3.0555 2022/08/14 12:21:33 - mmengine - INFO - Epoch(train) [86][2300/3757] lr: 7.5177e-02 eta: 2 days, 8:27:02 time: 0.3210 data_time: 0.0171 memory: 9201 grad_norm: 2.4620 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9971 loss: 2.9971 2022/08/14 12:22:05 - mmengine - INFO - Epoch(train) [86][2400/3757] lr: 7.5177e-02 eta: 2 days, 8:26:31 time: 0.3190 data_time: 0.0171 memory: 9201 grad_norm: 2.4292 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7971 loss: 2.7971 2022/08/14 12:22:38 - mmengine - INFO - Epoch(train) [86][2500/3757] lr: 7.5177e-02 eta: 2 days, 8:25:59 time: 0.3185 data_time: 0.0171 memory: 9201 grad_norm: 2.4535 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9243 loss: 2.9243 2022/08/14 12:23:10 - mmengine - INFO - Epoch(train) [86][2600/3757] lr: 7.5177e-02 eta: 2 days, 8:25:28 time: 0.3195 data_time: 0.0165 memory: 9201 grad_norm: 2.5116 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9187 loss: 2.9187 2022/08/14 12:23:27 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 12:23:42 - mmengine - INFO - Epoch(train) [86][2700/3757] lr: 7.5177e-02 eta: 2 days, 8:24:57 time: 0.3223 data_time: 0.0177 memory: 9201 grad_norm: 2.4458 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9227 loss: 2.9227 2022/08/14 12:24:14 - mmengine - INFO - Epoch(train) [86][2800/3757] lr: 7.5177e-02 eta: 2 days, 8:24:26 time: 0.3213 data_time: 0.0173 memory: 9201 grad_norm: 2.4170 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1612 loss: 3.1612 2022/08/14 12:24:46 - mmengine - INFO - Epoch(train) [86][2900/3757] lr: 7.5177e-02 eta: 2 days, 8:23:55 time: 0.3203 data_time: 0.0181 memory: 9201 grad_norm: 2.4837 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.0942 loss: 3.0942 2022/08/14 12:25:18 - mmengine - INFO - Epoch(train) [86][3000/3757] lr: 7.5177e-02 eta: 2 days, 8:23:24 time: 0.3192 data_time: 0.0164 memory: 9201 grad_norm: 2.4434 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.9211 loss: 2.9211 2022/08/14 12:25:51 - mmengine - INFO - Epoch(train) [86][3100/3757] lr: 7.5177e-02 eta: 2 days, 8:22:53 time: 0.3190 data_time: 0.0174 memory: 9201 grad_norm: 2.4227 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9180 loss: 2.9180 2022/08/14 12:26:23 - mmengine - INFO - Epoch(train) [86][3200/3757] lr: 7.5177e-02 eta: 2 days, 8:22:22 time: 0.3184 data_time: 0.0168 memory: 9201 grad_norm: 2.4947 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9820 loss: 2.9820 2022/08/14 12:26:55 - mmengine - INFO - Epoch(train) [86][3300/3757] lr: 7.5177e-02 eta: 2 days, 8:21:51 time: 0.3198 data_time: 0.0175 memory: 9201 grad_norm: 2.4470 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.9860 loss: 2.9860 2022/08/14 12:27:27 - mmengine - INFO - Epoch(train) [86][3400/3757] lr: 7.5177e-02 eta: 2 days, 8:21:19 time: 0.3202 data_time: 0.0175 memory: 9201 grad_norm: 2.3644 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1142 loss: 3.1142 2022/08/14 12:27:59 - mmengine - INFO - Epoch(train) [86][3500/3757] lr: 7.5177e-02 eta: 2 days, 8:20:48 time: 0.3188 data_time: 0.0174 memory: 9201 grad_norm: 2.4254 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9905 loss: 2.9905 2022/08/14 12:28:31 - mmengine - INFO - Epoch(train) [86][3600/3757] lr: 7.5177e-02 eta: 2 days, 8:20:17 time: 0.3204 data_time: 0.0169 memory: 9201 grad_norm: 2.4630 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8822 loss: 2.8822 2022/08/14 12:28:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 12:29:04 - mmengine - INFO - Epoch(train) [86][3700/3757] lr: 7.5177e-02 eta: 2 days, 8:19:46 time: 0.3186 data_time: 0.0164 memory: 9201 grad_norm: 2.4228 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7972 loss: 2.7972 2022/08/14 12:29:22 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 12:29:22 - mmengine - INFO - Epoch(train) [86][3757/3757] lr: 7.5177e-02 eta: 2 days, 8:19:33 time: 0.3015 data_time: 0.0153 memory: 9201 grad_norm: 2.3463 top1_acc: 0.1429 top5_acc: 0.5714 loss_cls: 2.7893 loss: 2.7893 2022/08/14 12:29:56 - mmengine - INFO - Epoch(train) [87][100/3757] lr: 7.4645e-02 eta: 2 days, 8:18:51 time: 0.3205 data_time: 0.0174 memory: 9201 grad_norm: 2.4433 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0151 loss: 3.0151 2022/08/14 12:30:28 - mmengine - INFO - Epoch(train) [87][200/3757] lr: 7.4645e-02 eta: 2 days, 8:18:20 time: 0.3196 data_time: 0.0174 memory: 9201 grad_norm: 2.4503 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0426 loss: 3.0426 2022/08/14 12:31:00 - mmengine - INFO - Epoch(train) [87][300/3757] lr: 7.4645e-02 eta: 2 days, 8:17:49 time: 0.3198 data_time: 0.0178 memory: 9201 grad_norm: 2.4824 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6336 loss: 2.6336 2022/08/14 12:31:33 - mmengine - INFO - Epoch(train) [87][400/3757] lr: 7.4645e-02 eta: 2 days, 8:17:17 time: 0.3207 data_time: 0.0182 memory: 9201 grad_norm: 2.4840 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.3032 loss: 3.3032 2022/08/14 12:32:05 - mmengine - INFO - Epoch(train) [87][500/3757] lr: 7.4645e-02 eta: 2 days, 8:16:47 time: 0.3227 data_time: 0.0176 memory: 9201 grad_norm: 2.3736 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7350 loss: 2.7350 2022/08/14 12:32:37 - mmengine - INFO - Epoch(train) [87][600/3757] lr: 7.4645e-02 eta: 2 days, 8:16:15 time: 0.3218 data_time: 0.0169 memory: 9201 grad_norm: 2.4252 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8738 loss: 2.8738 2022/08/14 12:33:09 - mmengine - INFO - Epoch(train) [87][700/3757] lr: 7.4645e-02 eta: 2 days, 8:15:44 time: 0.3184 data_time: 0.0169 memory: 9201 grad_norm: 2.4925 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3588 loss: 3.3588 2022/08/14 12:33:41 - mmengine - INFO - Epoch(train) [87][800/3757] lr: 7.4645e-02 eta: 2 days, 8:15:13 time: 0.3183 data_time: 0.0162 memory: 9201 grad_norm: 2.4487 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7886 loss: 2.7886 2022/08/14 12:34:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 12:34:13 - mmengine - INFO - Epoch(train) [87][900/3757] lr: 7.4645e-02 eta: 2 days, 8:14:42 time: 0.3188 data_time: 0.0167 memory: 9201 grad_norm: 2.4246 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9110 loss: 2.9110 2022/08/14 12:34:46 - mmengine - INFO - Epoch(train) [87][1000/3757] lr: 7.4645e-02 eta: 2 days, 8:14:11 time: 0.3257 data_time: 0.0187 memory: 9201 grad_norm: 2.4499 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8500 loss: 2.8500 2022/08/14 12:35:18 - mmengine - INFO - Epoch(train) [87][1100/3757] lr: 7.4645e-02 eta: 2 days, 8:13:39 time: 0.3192 data_time: 0.0174 memory: 9201 grad_norm: 2.4664 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8524 loss: 2.8524 2022/08/14 12:35:50 - mmengine - INFO - Epoch(train) [87][1200/3757] lr: 7.4645e-02 eta: 2 days, 8:13:08 time: 0.3182 data_time: 0.0172 memory: 9201 grad_norm: 2.4591 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0533 loss: 3.0533 2022/08/14 12:36:22 - mmengine - INFO - Epoch(train) [87][1300/3757] lr: 7.4645e-02 eta: 2 days, 8:12:37 time: 0.3204 data_time: 0.0172 memory: 9201 grad_norm: 2.5482 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8178 loss: 2.8178 2022/08/14 12:36:54 - mmengine - INFO - Epoch(train) [87][1400/3757] lr: 7.4645e-02 eta: 2 days, 8:12:06 time: 0.3189 data_time: 0.0171 memory: 9201 grad_norm: 2.4972 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6751 loss: 2.6751 2022/08/14 12:37:26 - mmengine - INFO - Epoch(train) [87][1500/3757] lr: 7.4645e-02 eta: 2 days, 8:11:35 time: 0.3208 data_time: 0.0185 memory: 9201 grad_norm: 2.5040 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0205 loss: 3.0205 2022/08/14 12:37:58 - mmengine - INFO - Epoch(train) [87][1600/3757] lr: 7.4645e-02 eta: 2 days, 8:11:04 time: 0.3207 data_time: 0.0182 memory: 9201 grad_norm: 2.4230 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1850 loss: 3.1850 2022/08/14 12:38:31 - mmengine - INFO - Epoch(train) [87][1700/3757] lr: 7.4645e-02 eta: 2 days, 8:10:32 time: 0.3195 data_time: 0.0176 memory: 9201 grad_norm: 2.4730 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6654 loss: 2.6654 2022/08/14 12:39:03 - mmengine - INFO - Epoch(train) [87][1800/3757] lr: 7.4645e-02 eta: 2 days, 8:10:01 time: 0.3182 data_time: 0.0160 memory: 9201 grad_norm: 2.4555 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9034 loss: 2.9034 2022/08/14 12:39:34 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 12:39:35 - mmengine - INFO - Epoch(train) [87][1900/3757] lr: 7.4645e-02 eta: 2 days, 8:09:30 time: 0.3239 data_time: 0.0182 memory: 9201 grad_norm: 2.3755 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9983 loss: 2.9983 2022/08/14 12:40:07 - mmengine - INFO - Epoch(train) [87][2000/3757] lr: 7.4645e-02 eta: 2 days, 8:08:59 time: 0.3207 data_time: 0.0171 memory: 9201 grad_norm: 2.4667 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2162 loss: 3.2162 2022/08/14 12:40:40 - mmengine - INFO - Epoch(train) [87][2100/3757] lr: 7.4645e-02 eta: 2 days, 8:08:28 time: 0.3213 data_time: 0.0183 memory: 9201 grad_norm: 2.5057 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8246 loss: 2.8246 2022/08/14 12:41:12 - mmengine - INFO - Epoch(train) [87][2200/3757] lr: 7.4645e-02 eta: 2 days, 8:07:58 time: 0.3203 data_time: 0.0174 memory: 9201 grad_norm: 2.4354 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 2.8499 loss: 2.8499 2022/08/14 12:41:44 - mmengine - INFO - Epoch(train) [87][2300/3757] lr: 7.4645e-02 eta: 2 days, 8:07:27 time: 0.3213 data_time: 0.0178 memory: 9201 grad_norm: 2.4545 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.9247 loss: 2.9247 2022/08/14 12:42:16 - mmengine - INFO - Epoch(train) [87][2400/3757] lr: 7.4645e-02 eta: 2 days, 8:06:55 time: 0.3212 data_time: 0.0176 memory: 9201 grad_norm: 2.4319 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0696 loss: 3.0696 2022/08/14 12:42:48 - mmengine - INFO - Epoch(train) [87][2500/3757] lr: 7.4645e-02 eta: 2 days, 8:06:24 time: 0.3195 data_time: 0.0168 memory: 9201 grad_norm: 2.4649 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.9801 loss: 2.9801 2022/08/14 12:43:21 - mmengine - INFO - Epoch(train) [87][2600/3757] lr: 7.4645e-02 eta: 2 days, 8:05:53 time: 0.3197 data_time: 0.0170 memory: 9201 grad_norm: 2.5130 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1368 loss: 3.1368 2022/08/14 12:43:53 - mmengine - INFO - Epoch(train) [87][2700/3757] lr: 7.4645e-02 eta: 2 days, 8:05:22 time: 0.3230 data_time: 0.0180 memory: 9201 grad_norm: 2.4604 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1206 loss: 3.1206 2022/08/14 12:44:25 - mmengine - INFO - Epoch(train) [87][2800/3757] lr: 7.4645e-02 eta: 2 days, 8:04:51 time: 0.3266 data_time: 0.0181 memory: 9201 grad_norm: 2.4600 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9518 loss: 2.9518 2022/08/14 12:44:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 12:44:57 - mmengine - INFO - Epoch(train) [87][2900/3757] lr: 7.4645e-02 eta: 2 days, 8:04:20 time: 0.3211 data_time: 0.0186 memory: 9201 grad_norm: 2.5072 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.9157 loss: 2.9157 2022/08/14 12:45:30 - mmengine - INFO - Epoch(train) [87][3000/3757] lr: 7.4645e-02 eta: 2 days, 8:03:49 time: 0.3194 data_time: 0.0174 memory: 9201 grad_norm: 2.3939 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9775 loss: 2.9775 2022/08/14 12:46:02 - mmengine - INFO - Epoch(train) [87][3100/3757] lr: 7.4645e-02 eta: 2 days, 8:03:18 time: 0.3194 data_time: 0.0180 memory: 9201 grad_norm: 2.4829 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1579 loss: 3.1579 2022/08/14 12:46:34 - mmengine - INFO - Epoch(train) [87][3200/3757] lr: 7.4645e-02 eta: 2 days, 8:02:47 time: 0.3199 data_time: 0.0171 memory: 9201 grad_norm: 2.5151 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9015 loss: 2.9015 2022/08/14 12:47:06 - mmengine - INFO - Epoch(train) [87][3300/3757] lr: 7.4645e-02 eta: 2 days, 8:02:16 time: 0.3202 data_time: 0.0172 memory: 9201 grad_norm: 2.5114 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0716 loss: 3.0716 2022/08/14 12:47:38 - mmengine - INFO - Epoch(train) [87][3400/3757] lr: 7.4645e-02 eta: 2 days, 8:01:45 time: 0.3199 data_time: 0.0182 memory: 9201 grad_norm: 2.4126 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8923 loss: 2.8923 2022/08/14 12:48:11 - mmengine - INFO - Epoch(train) [87][3500/3757] lr: 7.4645e-02 eta: 2 days, 8:01:14 time: 0.3195 data_time: 0.0166 memory: 9201 grad_norm: 2.4346 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7619 loss: 2.7619 2022/08/14 12:48:43 - mmengine - INFO - Epoch(train) [87][3600/3757] lr: 7.4645e-02 eta: 2 days, 8:00:43 time: 0.3203 data_time: 0.0170 memory: 9201 grad_norm: 2.4207 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2193 loss: 3.2193 2022/08/14 12:49:15 - mmengine - INFO - Epoch(train) [87][3700/3757] lr: 7.4645e-02 eta: 2 days, 8:00:12 time: 0.3221 data_time: 0.0175 memory: 9201 grad_norm: 2.4712 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2883 loss: 3.2883 2022/08/14 12:49:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 12:49:33 - mmengine - INFO - Epoch(train) [87][3757/3757] lr: 7.4645e-02 eta: 2 days, 8:00:00 time: 0.3050 data_time: 0.0153 memory: 9201 grad_norm: 2.4996 top1_acc: 0.5714 top5_acc: 0.5714 loss_cls: 2.8314 loss: 2.8314 2022/08/14 12:50:08 - mmengine - INFO - Epoch(train) [88][100/3757] lr: 7.4109e-02 eta: 2 days, 7:59:17 time: 0.3199 data_time: 0.0182 memory: 9201 grad_norm: 2.4572 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8844 loss: 2.8844 2022/08/14 12:50:21 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 12:50:40 - mmengine - INFO - Epoch(train) [88][200/3757] lr: 7.4109e-02 eta: 2 days, 7:58:45 time: 0.3194 data_time: 0.0173 memory: 9201 grad_norm: 2.5443 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7746 loss: 2.7746 2022/08/14 12:51:12 - mmengine - INFO - Epoch(train) [88][300/3757] lr: 7.4109e-02 eta: 2 days, 7:58:15 time: 0.3191 data_time: 0.0177 memory: 9201 grad_norm: 2.3644 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9960 loss: 2.9960 2022/08/14 12:51:44 - mmengine - INFO - Epoch(train) [88][400/3757] lr: 7.4109e-02 eta: 2 days, 7:57:43 time: 0.3213 data_time: 0.0178 memory: 9201 grad_norm: 2.4805 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8325 loss: 2.8325 2022/08/14 12:52:16 - mmengine - INFO - Epoch(train) [88][500/3757] lr: 7.4109e-02 eta: 2 days, 7:57:12 time: 0.3202 data_time: 0.0185 memory: 9201 grad_norm: 2.4805 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8746 loss: 2.8746 2022/08/14 12:52:49 - mmengine - INFO - Epoch(train) [88][600/3757] lr: 7.4109e-02 eta: 2 days, 7:56:41 time: 0.3228 data_time: 0.0186 memory: 9201 grad_norm: 2.5159 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0465 loss: 3.0465 2022/08/14 12:53:21 - mmengine - INFO - Epoch(train) [88][700/3757] lr: 7.4109e-02 eta: 2 days, 7:56:10 time: 0.3198 data_time: 0.0166 memory: 9201 grad_norm: 2.4692 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0227 loss: 3.0227 2022/08/14 12:53:53 - mmengine - INFO - Epoch(train) [88][800/3757] lr: 7.4109e-02 eta: 2 days, 7:55:39 time: 0.3207 data_time: 0.0177 memory: 9201 grad_norm: 2.5117 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0370 loss: 3.0370 2022/08/14 12:54:25 - mmengine - INFO - Epoch(train) [88][900/3757] lr: 7.4109e-02 eta: 2 days, 7:55:08 time: 0.3197 data_time: 0.0176 memory: 9201 grad_norm: 2.5522 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1750 loss: 3.1750 2022/08/14 12:54:58 - mmengine - INFO - Epoch(train) [88][1000/3757] lr: 7.4109e-02 eta: 2 days, 7:54:37 time: 0.3203 data_time: 0.0172 memory: 9201 grad_norm: 2.4845 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8034 loss: 2.8034 2022/08/14 12:55:30 - mmengine - INFO - Epoch(train) [88][1100/3757] lr: 7.4109e-02 eta: 2 days, 7:54:06 time: 0.3214 data_time: 0.0193 memory: 9201 grad_norm: 2.5021 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9906 loss: 2.9906 2022/08/14 12:55:43 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 12:56:02 - mmengine - INFO - Epoch(train) [88][1200/3757] lr: 7.4109e-02 eta: 2 days, 7:53:35 time: 0.3202 data_time: 0.0169 memory: 9201 grad_norm: 2.3927 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9095 loss: 2.9095 2022/08/14 12:56:34 - mmengine - INFO - Epoch(train) [88][1300/3757] lr: 7.4109e-02 eta: 2 days, 7:53:04 time: 0.3206 data_time: 0.0177 memory: 9201 grad_norm: 2.4027 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9177 loss: 2.9177 2022/08/14 12:57:07 - mmengine - INFO - Epoch(train) [88][1400/3757] lr: 7.4109e-02 eta: 2 days, 7:52:33 time: 0.3244 data_time: 0.0175 memory: 9201 grad_norm: 2.4757 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9236 loss: 2.9236 2022/08/14 12:57:39 - mmengine - INFO - Epoch(train) [88][1500/3757] lr: 7.4109e-02 eta: 2 days, 7:52:02 time: 0.3227 data_time: 0.0174 memory: 9201 grad_norm: 2.5178 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8558 loss: 2.8558 2022/08/14 12:58:11 - mmengine - INFO - Epoch(train) [88][1600/3757] lr: 7.4109e-02 eta: 2 days, 7:51:31 time: 0.3212 data_time: 0.0179 memory: 9201 grad_norm: 2.4703 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9902 loss: 2.9902 2022/08/14 12:58:43 - mmengine - INFO - Epoch(train) [88][1700/3757] lr: 7.4109e-02 eta: 2 days, 7:51:00 time: 0.3207 data_time: 0.0174 memory: 9201 grad_norm: 2.4571 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8434 loss: 2.8434 2022/08/14 12:59:16 - mmengine - INFO - Epoch(train) [88][1800/3757] lr: 7.4109e-02 eta: 2 days, 7:50:29 time: 0.3232 data_time: 0.0173 memory: 9201 grad_norm: 2.4646 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7999 loss: 2.7999 2022/08/14 12:59:48 - mmengine - INFO - Epoch(train) [88][1900/3757] lr: 7.4109e-02 eta: 2 days, 7:49:58 time: 0.3188 data_time: 0.0175 memory: 9201 grad_norm: 2.4887 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7895 loss: 2.7895 2022/08/14 13:00:20 - mmengine - INFO - Epoch(train) [88][2000/3757] lr: 7.4109e-02 eta: 2 days, 7:49:27 time: 0.3211 data_time: 0.0176 memory: 9201 grad_norm: 2.5215 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6034 loss: 2.6034 2022/08/14 13:00:52 - mmengine - INFO - Epoch(train) [88][2100/3757] lr: 7.4109e-02 eta: 2 days, 7:48:56 time: 0.3190 data_time: 0.0172 memory: 9201 grad_norm: 2.5609 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0137 loss: 3.0137 2022/08/14 13:01:05 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 13:01:24 - mmengine - INFO - Epoch(train) [88][2200/3757] lr: 7.4109e-02 eta: 2 days, 7:48:25 time: 0.3179 data_time: 0.0170 memory: 9201 grad_norm: 2.5287 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.5657 loss: 3.5657 2022/08/14 13:01:57 - mmengine - INFO - Epoch(train) [88][2300/3757] lr: 7.4109e-02 eta: 2 days, 7:47:54 time: 0.3202 data_time: 0.0180 memory: 9201 grad_norm: 2.4783 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8395 loss: 2.8395 2022/08/14 13:02:29 - mmengine - INFO - Epoch(train) [88][2400/3757] lr: 7.4109e-02 eta: 2 days, 7:47:22 time: 0.3225 data_time: 0.0182 memory: 9201 grad_norm: 2.5253 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0654 loss: 3.0654 2022/08/14 13:03:01 - mmengine - INFO - Epoch(train) [88][2500/3757] lr: 7.4109e-02 eta: 2 days, 7:46:51 time: 0.3197 data_time: 0.0177 memory: 9201 grad_norm: 2.4389 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2560 loss: 3.2560 2022/08/14 13:03:33 - mmengine - INFO - Epoch(train) [88][2600/3757] lr: 7.4109e-02 eta: 2 days, 7:46:20 time: 0.3209 data_time: 0.0172 memory: 9201 grad_norm: 2.4651 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9131 loss: 2.9131 2022/08/14 13:04:05 - mmengine - INFO - Epoch(train) [88][2700/3757] lr: 7.4109e-02 eta: 2 days, 7:45:49 time: 0.3200 data_time: 0.0179 memory: 9201 grad_norm: 2.3933 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8158 loss: 2.8158 2022/08/14 13:04:37 - mmengine - INFO - Epoch(train) [88][2800/3757] lr: 7.4109e-02 eta: 2 days, 7:45:18 time: 0.3196 data_time: 0.0159 memory: 9201 grad_norm: 2.4206 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6027 loss: 2.6027 2022/08/14 13:05:10 - mmengine - INFO - Epoch(train) [88][2900/3757] lr: 7.4109e-02 eta: 2 days, 7:44:47 time: 0.3232 data_time: 0.0183 memory: 9201 grad_norm: 2.4643 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6362 loss: 2.6362 2022/08/14 13:05:42 - mmengine - INFO - Epoch(train) [88][3000/3757] lr: 7.4109e-02 eta: 2 days, 7:44:16 time: 0.3202 data_time: 0.0175 memory: 9201 grad_norm: 2.4926 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0193 loss: 3.0193 2022/08/14 13:06:14 - mmengine - INFO - Epoch(train) [88][3100/3757] lr: 7.4109e-02 eta: 2 days, 7:43:45 time: 0.3194 data_time: 0.0171 memory: 9201 grad_norm: 2.3670 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1406 loss: 3.1406 2022/08/14 13:06:28 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 13:06:47 - mmengine - INFO - Epoch(train) [88][3200/3757] lr: 7.4109e-02 eta: 2 days, 7:43:14 time: 0.3204 data_time: 0.0181 memory: 9201 grad_norm: 2.4362 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7361 loss: 2.7361 2022/08/14 13:07:19 - mmengine - INFO - Epoch(train) [88][3300/3757] lr: 7.4109e-02 eta: 2 days, 7:42:43 time: 0.3216 data_time: 0.0180 memory: 9201 grad_norm: 2.4735 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1042 loss: 3.1042 2022/08/14 13:07:51 - mmengine - INFO - Epoch(train) [88][3400/3757] lr: 7.4109e-02 eta: 2 days, 7:42:12 time: 0.3244 data_time: 0.0173 memory: 9201 grad_norm: 2.4705 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0695 loss: 3.0695 2022/08/14 13:08:23 - mmengine - INFO - Epoch(train) [88][3500/3757] lr: 7.4109e-02 eta: 2 days, 7:41:41 time: 0.3196 data_time: 0.0174 memory: 9201 grad_norm: 2.5632 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.1444 loss: 3.1444 2022/08/14 13:08:55 - mmengine - INFO - Epoch(train) [88][3600/3757] lr: 7.4109e-02 eta: 2 days, 7:41:10 time: 0.3194 data_time: 0.0179 memory: 9201 grad_norm: 2.4921 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0789 loss: 3.0789 2022/08/14 13:09:28 - mmengine - INFO - Epoch(train) [88][3700/3757] lr: 7.4109e-02 eta: 2 days, 7:40:39 time: 0.3210 data_time: 0.0179 memory: 9201 grad_norm: 2.4781 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1098 loss: 3.1098 2022/08/14 13:09:46 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 13:09:46 - mmengine - INFO - Epoch(train) [88][3757/3757] lr: 7.4109e-02 eta: 2 days, 7:40:26 time: 0.3027 data_time: 0.0152 memory: 9201 grad_norm: 2.5203 top1_acc: 0.2857 top5_acc: 0.5714 loss_cls: 3.1094 loss: 3.1094 2022/08/14 13:09:46 - mmengine - INFO - Saving checkpoint at 88 epochs 2022/08/14 13:10:23 - mmengine - INFO - Epoch(train) [89][100/3757] lr: 7.3570e-02 eta: 2 days, 7:39:42 time: 0.3197 data_time: 0.0170 memory: 9201 grad_norm: 2.5344 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7162 loss: 2.7162 2022/08/14 13:10:55 - mmengine - INFO - Epoch(train) [89][200/3757] lr: 7.3570e-02 eta: 2 days, 7:39:11 time: 0.3191 data_time: 0.0167 memory: 9201 grad_norm: 2.4369 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9265 loss: 2.9265 2022/08/14 13:11:27 - mmengine - INFO - Epoch(train) [89][300/3757] lr: 7.3570e-02 eta: 2 days, 7:38:40 time: 0.3184 data_time: 0.0164 memory: 9201 grad_norm: 2.4930 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7124 loss: 2.7124 2022/08/14 13:11:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 13:12:00 - mmengine - INFO - Epoch(train) [89][400/3757] lr: 7.3570e-02 eta: 2 days, 7:38:09 time: 0.3188 data_time: 0.0162 memory: 9201 grad_norm: 2.5426 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8032 loss: 2.8032 2022/08/14 13:12:32 - mmengine - INFO - Epoch(train) [89][500/3757] lr: 7.3570e-02 eta: 2 days, 7:37:38 time: 0.3196 data_time: 0.0165 memory: 9201 grad_norm: 2.4644 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0695 loss: 3.0695 2022/08/14 13:13:04 - mmengine - INFO - Epoch(train) [89][600/3757] lr: 7.3570e-02 eta: 2 days, 7:37:07 time: 0.3180 data_time: 0.0165 memory: 9201 grad_norm: 2.4780 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1498 loss: 3.1498 2022/08/14 13:13:36 - mmengine - INFO - Epoch(train) [89][700/3757] lr: 7.3570e-02 eta: 2 days, 7:36:36 time: 0.3194 data_time: 0.0170 memory: 9201 grad_norm: 2.4790 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0062 loss: 3.0062 2022/08/14 13:14:08 - mmengine - INFO - Epoch(train) [89][800/3757] lr: 7.3570e-02 eta: 2 days, 7:36:04 time: 0.3188 data_time: 0.0176 memory: 9201 grad_norm: 2.4733 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7674 loss: 2.7674 2022/08/14 13:14:40 - mmengine - INFO - Epoch(train) [89][900/3757] lr: 7.3570e-02 eta: 2 days, 7:35:33 time: 0.3212 data_time: 0.0184 memory: 9201 grad_norm: 2.5041 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1402 loss: 3.1402 2022/08/14 13:15:13 - mmengine - INFO - Epoch(train) [89][1000/3757] lr: 7.3570e-02 eta: 2 days, 7:35:02 time: 0.3208 data_time: 0.0177 memory: 9201 grad_norm: 2.5270 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8370 loss: 2.8370 2022/08/14 13:15:45 - mmengine - INFO - Epoch(train) [89][1100/3757] lr: 7.3570e-02 eta: 2 days, 7:34:31 time: 0.3191 data_time: 0.0162 memory: 9201 grad_norm: 2.4946 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8514 loss: 2.8514 2022/08/14 13:16:17 - mmengine - INFO - Epoch(train) [89][1200/3757] lr: 7.3570e-02 eta: 2 days, 7:34:00 time: 0.3233 data_time: 0.0187 memory: 9201 grad_norm: 2.4717 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9251 loss: 2.9251 2022/08/14 13:16:49 - mmengine - INFO - Epoch(train) [89][1300/3757] lr: 7.3570e-02 eta: 2 days, 7:33:29 time: 0.3221 data_time: 0.0172 memory: 9201 grad_norm: 2.4036 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0272 loss: 3.0272 2022/08/14 13:17:17 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 13:17:22 - mmengine - INFO - Epoch(train) [89][1400/3757] lr: 7.3570e-02 eta: 2 days, 7:32:58 time: 0.3237 data_time: 0.0187 memory: 9201 grad_norm: 2.4562 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6950 loss: 2.6950 2022/08/14 13:17:54 - mmengine - INFO - Epoch(train) [89][1500/3757] lr: 7.3570e-02 eta: 2 days, 7:32:27 time: 0.3192 data_time: 0.0166 memory: 9201 grad_norm: 2.4564 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8943 loss: 2.8943 2022/08/14 13:18:26 - mmengine - INFO - Epoch(train) [89][1600/3757] lr: 7.3570e-02 eta: 2 days, 7:31:56 time: 0.3193 data_time: 0.0165 memory: 9201 grad_norm: 2.5051 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9774 loss: 2.9774 2022/08/14 13:18:58 - mmengine - INFO - Epoch(train) [89][1700/3757] lr: 7.3570e-02 eta: 2 days, 7:31:25 time: 0.3187 data_time: 0.0178 memory: 9201 grad_norm: 2.4666 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0239 loss: 3.0239 2022/08/14 13:19:30 - mmengine - INFO - Epoch(train) [89][1800/3757] lr: 7.3570e-02 eta: 2 days, 7:30:53 time: 0.3189 data_time: 0.0155 memory: 9201 grad_norm: 2.4620 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8153 loss: 2.8153 2022/08/14 13:20:03 - mmengine - INFO - Epoch(train) [89][1900/3757] lr: 7.3570e-02 eta: 2 days, 7:30:23 time: 0.3197 data_time: 0.0174 memory: 9201 grad_norm: 2.5861 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2131 loss: 3.2131 2022/08/14 13:20:35 - mmengine - INFO - Epoch(train) [89][2000/3757] lr: 7.3570e-02 eta: 2 days, 7:29:51 time: 0.3188 data_time: 0.0167 memory: 9201 grad_norm: 2.4013 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7488 loss: 2.7488 2022/08/14 13:21:07 - mmengine - INFO - Epoch(train) [89][2100/3757] lr: 7.3570e-02 eta: 2 days, 7:29:20 time: 0.3198 data_time: 0.0175 memory: 9201 grad_norm: 2.5506 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.0899 loss: 3.0899 2022/08/14 13:21:39 - mmengine - INFO - Epoch(train) [89][2200/3757] lr: 7.3570e-02 eta: 2 days, 7:28:49 time: 0.3192 data_time: 0.0166 memory: 9201 grad_norm: 2.5773 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.1200 loss: 3.1200 2022/08/14 13:22:11 - mmengine - INFO - Epoch(train) [89][2300/3757] lr: 7.3570e-02 eta: 2 days, 7:28:18 time: 0.3201 data_time: 0.0177 memory: 9201 grad_norm: 2.4617 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8520 loss: 2.8520 2022/08/14 13:22:39 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 13:22:44 - mmengine - INFO - Epoch(train) [89][2400/3757] lr: 7.3570e-02 eta: 2 days, 7:27:47 time: 0.3191 data_time: 0.0170 memory: 9201 grad_norm: 2.5296 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8881 loss: 2.8881 2022/08/14 13:23:16 - mmengine - INFO - Epoch(train) [89][2500/3757] lr: 7.3570e-02 eta: 2 days, 7:27:16 time: 0.3204 data_time: 0.0187 memory: 9201 grad_norm: 2.4605 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7244 loss: 2.7244 2022/08/14 13:23:48 - mmengine - INFO - Epoch(train) [89][2600/3757] lr: 7.3570e-02 eta: 2 days, 7:26:45 time: 0.3179 data_time: 0.0169 memory: 9201 grad_norm: 2.4813 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8051 loss: 2.8051 2022/08/14 13:24:20 - mmengine - INFO - Epoch(train) [89][2700/3757] lr: 7.3570e-02 eta: 2 days, 7:26:14 time: 0.3260 data_time: 0.0181 memory: 9201 grad_norm: 2.3918 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6449 loss: 2.6449 2022/08/14 13:24:52 - mmengine - INFO - Epoch(train) [89][2800/3757] lr: 7.3570e-02 eta: 2 days, 7:25:42 time: 0.3202 data_time: 0.0172 memory: 9201 grad_norm: 2.4652 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7598 loss: 2.7598 2022/08/14 13:25:25 - mmengine - INFO - Epoch(train) [89][2900/3757] lr: 7.3570e-02 eta: 2 days, 7:25:11 time: 0.3194 data_time: 0.0176 memory: 9201 grad_norm: 2.4355 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2689 loss: 3.2689 2022/08/14 13:25:57 - mmengine - INFO - Epoch(train) [89][3000/3757] lr: 7.3570e-02 eta: 2 days, 7:24:40 time: 0.3183 data_time: 0.0171 memory: 9201 grad_norm: 2.4486 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0793 loss: 3.0793 2022/08/14 13:26:29 - mmengine - INFO - Epoch(train) [89][3100/3757] lr: 7.3570e-02 eta: 2 days, 7:24:09 time: 0.3206 data_time: 0.0179 memory: 9201 grad_norm: 2.4637 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8085 loss: 2.8085 2022/08/14 13:27:01 - mmengine - INFO - Epoch(train) [89][3200/3757] lr: 7.3570e-02 eta: 2 days, 7:23:38 time: 0.3216 data_time: 0.0189 memory: 9201 grad_norm: 2.4363 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9769 loss: 2.9769 2022/08/14 13:27:33 - mmengine - INFO - Epoch(train) [89][3300/3757] lr: 7.3570e-02 eta: 2 days, 7:23:07 time: 0.3185 data_time: 0.0176 memory: 9201 grad_norm: 2.5308 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6108 loss: 2.6108 2022/08/14 13:28:00 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 13:28:06 - mmengine - INFO - Epoch(train) [89][3400/3757] lr: 7.3570e-02 eta: 2 days, 7:22:35 time: 0.3192 data_time: 0.0176 memory: 9201 grad_norm: 2.5047 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8088 loss: 2.8088 2022/08/14 13:28:38 - mmengine - INFO - Epoch(train) [89][3500/3757] lr: 7.3570e-02 eta: 2 days, 7:22:04 time: 0.3201 data_time: 0.0180 memory: 9201 grad_norm: 2.4219 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2597 loss: 3.2597 2022/08/14 13:29:10 - mmengine - INFO - Epoch(train) [89][3600/3757] lr: 7.3570e-02 eta: 2 days, 7:21:33 time: 0.3194 data_time: 0.0170 memory: 9201 grad_norm: 2.4841 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0937 loss: 3.0937 2022/08/14 13:29:42 - mmengine - INFO - Epoch(train) [89][3700/3757] lr: 7.3570e-02 eta: 2 days, 7:21:02 time: 0.3196 data_time: 0.0173 memory: 9201 grad_norm: 2.4816 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7240 loss: 2.7240 2022/08/14 13:30:00 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 13:30:00 - mmengine - INFO - Epoch(train) [89][3757/3757] lr: 7.3570e-02 eta: 2 days, 7:20:49 time: 0.3050 data_time: 0.0164 memory: 9201 grad_norm: 2.4407 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 2.8309 loss: 2.8309 2022/08/14 13:30:34 - mmengine - INFO - Epoch(train) [90][100/3757] lr: 7.3027e-02 eta: 2 days, 7:20:07 time: 0.3190 data_time: 0.0167 memory: 9201 grad_norm: 2.4921 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8929 loss: 2.8929 2022/08/14 13:31:07 - mmengine - INFO - Epoch(train) [90][200/3757] lr: 7.3027e-02 eta: 2 days, 7:19:36 time: 0.3200 data_time: 0.0168 memory: 9201 grad_norm: 2.5080 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1452 loss: 3.1452 2022/08/14 13:31:39 - mmengine - INFO - Epoch(train) [90][300/3757] lr: 7.3027e-02 eta: 2 days, 7:19:04 time: 0.3194 data_time: 0.0182 memory: 9201 grad_norm: 2.4558 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5349 loss: 2.5349 2022/08/14 13:32:11 - mmengine - INFO - Epoch(train) [90][400/3757] lr: 7.3027e-02 eta: 2 days, 7:18:33 time: 0.3211 data_time: 0.0189 memory: 9201 grad_norm: 2.4026 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7706 loss: 2.7706 2022/08/14 13:32:43 - mmengine - INFO - Epoch(train) [90][500/3757] lr: 7.3027e-02 eta: 2 days, 7:18:02 time: 0.3209 data_time: 0.0169 memory: 9201 grad_norm: 2.4376 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8972 loss: 2.8972 2022/08/14 13:33:16 - mmengine - INFO - Epoch(train) [90][600/3757] lr: 7.3027e-02 eta: 2 days, 7:17:31 time: 0.3201 data_time: 0.0172 memory: 9201 grad_norm: 2.3965 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.6555 loss: 2.6555 2022/08/14 13:33:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 13:33:48 - mmengine - INFO - Epoch(train) [90][700/3757] lr: 7.3027e-02 eta: 2 days, 7:17:00 time: 0.3203 data_time: 0.0174 memory: 9201 grad_norm: 2.4116 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8874 loss: 2.8874 2022/08/14 13:34:20 - mmengine - INFO - Epoch(train) [90][800/3757] lr: 7.3027e-02 eta: 2 days, 7:16:29 time: 0.3196 data_time: 0.0175 memory: 9201 grad_norm: 2.4345 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7690 loss: 2.7690 2022/08/14 13:34:52 - mmengine - INFO - Epoch(train) [90][900/3757] lr: 7.3027e-02 eta: 2 days, 7:15:57 time: 0.3192 data_time: 0.0169 memory: 9201 grad_norm: 2.4520 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9831 loss: 2.9831 2022/08/14 13:35:24 - mmengine - INFO - Epoch(train) [90][1000/3757] lr: 7.3027e-02 eta: 2 days, 7:15:26 time: 0.3194 data_time: 0.0170 memory: 9201 grad_norm: 2.5132 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8542 loss: 2.8542 2022/08/14 13:35:56 - mmengine - INFO - Epoch(train) [90][1100/3757] lr: 7.3027e-02 eta: 2 days, 7:14:55 time: 0.3190 data_time: 0.0171 memory: 9201 grad_norm: 2.4789 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.0635 loss: 3.0635 2022/08/14 13:36:28 - mmengine - INFO - Epoch(train) [90][1200/3757] lr: 7.3027e-02 eta: 2 days, 7:14:24 time: 0.3187 data_time: 0.0177 memory: 9201 grad_norm: 2.4314 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9460 loss: 2.9460 2022/08/14 13:37:00 - mmengine - INFO - Epoch(train) [90][1300/3757] lr: 7.3027e-02 eta: 2 days, 7:13:52 time: 0.3190 data_time: 0.0175 memory: 9201 grad_norm: 2.4941 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2029 loss: 3.2029 2022/08/14 13:37:33 - mmengine - INFO - Epoch(train) [90][1400/3757] lr: 7.3027e-02 eta: 2 days, 7:13:21 time: 0.3207 data_time: 0.0175 memory: 9201 grad_norm: 2.4601 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9912 loss: 2.9912 2022/08/14 13:38:05 - mmengine - INFO - Epoch(train) [90][1500/3757] lr: 7.3027e-02 eta: 2 days, 7:12:50 time: 0.3223 data_time: 0.0170 memory: 9201 grad_norm: 2.4762 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1130 loss: 3.1130 2022/08/14 13:38:37 - mmengine - INFO - Epoch(train) [90][1600/3757] lr: 7.3027e-02 eta: 2 days, 7:12:19 time: 0.3196 data_time: 0.0179 memory: 9201 grad_norm: 2.4695 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.0497 loss: 3.0497 2022/08/14 13:38:46 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 13:39:09 - mmengine - INFO - Epoch(train) [90][1700/3757] lr: 7.3027e-02 eta: 2 days, 7:11:48 time: 0.3196 data_time: 0.0178 memory: 9201 grad_norm: 2.5242 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7428 loss: 2.7428 2022/08/14 13:39:41 - mmengine - INFO - Epoch(train) [90][1800/3757] lr: 7.3027e-02 eta: 2 days, 7:11:17 time: 0.3246 data_time: 0.0178 memory: 9201 grad_norm: 2.4755 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 2.8061 loss: 2.8061 2022/08/14 13:40:14 - mmengine - INFO - Epoch(train) [90][1900/3757] lr: 7.3027e-02 eta: 2 days, 7:10:45 time: 0.3215 data_time: 0.0170 memory: 9201 grad_norm: 2.5224 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0912 loss: 3.0912 2022/08/14 13:40:46 - mmengine - INFO - Epoch(train) [90][2000/3757] lr: 7.3027e-02 eta: 2 days, 7:10:14 time: 0.3196 data_time: 0.0173 memory: 9201 grad_norm: 2.4440 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0632 loss: 3.0632 2022/08/14 13:41:18 - mmengine - INFO - Epoch(train) [90][2100/3757] lr: 7.3027e-02 eta: 2 days, 7:09:43 time: 0.3192 data_time: 0.0172 memory: 9201 grad_norm: 2.5087 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.1424 loss: 3.1424 2022/08/14 13:41:50 - mmengine - INFO - Epoch(train) [90][2200/3757] lr: 7.3027e-02 eta: 2 days, 7:09:12 time: 0.3208 data_time: 0.0181 memory: 9201 grad_norm: 2.4545 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1676 loss: 3.1676 2022/08/14 13:42:23 - mmengine - INFO - Epoch(train) [90][2300/3757] lr: 7.3027e-02 eta: 2 days, 7:08:41 time: 0.3248 data_time: 0.0173 memory: 9201 grad_norm: 2.5008 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8828 loss: 2.8828 2022/08/14 13:42:55 - mmengine - INFO - Epoch(train) [90][2400/3757] lr: 7.3027e-02 eta: 2 days, 7:08:10 time: 0.3186 data_time: 0.0180 memory: 9201 grad_norm: 2.4918 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 2.8704 loss: 2.8704 2022/08/14 13:43:27 - mmengine - INFO - Epoch(train) [90][2500/3757] lr: 7.3027e-02 eta: 2 days, 7:07:39 time: 0.3188 data_time: 0.0172 memory: 9201 grad_norm: 2.5055 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9659 loss: 2.9659 2022/08/14 13:43:59 - mmengine - INFO - Epoch(train) [90][2600/3757] lr: 7.3027e-02 eta: 2 days, 7:07:08 time: 0.3197 data_time: 0.0178 memory: 9201 grad_norm: 2.4270 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8025 loss: 2.8025 2022/08/14 13:44:08 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 13:44:31 - mmengine - INFO - Epoch(train) [90][2700/3757] lr: 7.3027e-02 eta: 2 days, 7:06:37 time: 0.3229 data_time: 0.0175 memory: 9201 grad_norm: 2.4798 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0578 loss: 3.0578 2022/08/14 13:45:04 - mmengine - INFO - Epoch(train) [90][2800/3757] lr: 7.3027e-02 eta: 2 days, 7:06:06 time: 0.3248 data_time: 0.0189 memory: 9201 grad_norm: 2.5617 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6413 loss: 2.6413 2022/08/14 13:45:36 - mmengine - INFO - Epoch(train) [90][2900/3757] lr: 7.3027e-02 eta: 2 days, 7:05:35 time: 0.3197 data_time: 0.0171 memory: 9201 grad_norm: 2.5561 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7582 loss: 2.7582 2022/08/14 13:46:08 - mmengine - INFO - Epoch(train) [90][3000/3757] lr: 7.3027e-02 eta: 2 days, 7:05:03 time: 0.3206 data_time: 0.0174 memory: 9201 grad_norm: 2.4962 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.1175 loss: 3.1175 2022/08/14 13:46:40 - mmengine - INFO - Epoch(train) [90][3100/3757] lr: 7.3027e-02 eta: 2 days, 7:04:32 time: 0.3218 data_time: 0.0183 memory: 9201 grad_norm: 2.4992 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8355 loss: 2.8355 2022/08/14 13:47:13 - mmengine - INFO - Epoch(train) [90][3200/3757] lr: 7.3027e-02 eta: 2 days, 7:04:01 time: 0.3188 data_time: 0.0169 memory: 9201 grad_norm: 2.5515 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8587 loss: 2.8587 2022/08/14 13:47:45 - mmengine - INFO - Epoch(train) [90][3300/3757] lr: 7.3027e-02 eta: 2 days, 7:03:30 time: 0.3207 data_time: 0.0177 memory: 9201 grad_norm: 2.4830 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6397 loss: 2.6397 2022/08/14 13:48:17 - mmengine - INFO - Epoch(train) [90][3400/3757] lr: 7.3027e-02 eta: 2 days, 7:02:59 time: 0.3184 data_time: 0.0165 memory: 9201 grad_norm: 2.4792 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0239 loss: 3.0239 2022/08/14 13:48:49 - mmengine - INFO - Epoch(train) [90][3500/3757] lr: 7.3027e-02 eta: 2 days, 7:02:28 time: 0.3192 data_time: 0.0169 memory: 9201 grad_norm: 2.4816 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7231 loss: 2.7231 2022/08/14 13:49:21 - mmengine - INFO - Epoch(train) [90][3600/3757] lr: 7.3027e-02 eta: 2 days, 7:01:57 time: 0.3203 data_time: 0.0178 memory: 9201 grad_norm: 2.5475 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1369 loss: 3.1369 2022/08/14 13:49:30 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 13:49:54 - mmengine - INFO - Epoch(train) [90][3700/3757] lr: 7.3027e-02 eta: 2 days, 7:01:26 time: 0.3216 data_time: 0.0183 memory: 9201 grad_norm: 2.4497 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8949 loss: 2.8949 2022/08/14 13:50:12 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 13:50:12 - mmengine - INFO - Epoch(train) [90][3757/3757] lr: 7.3027e-02 eta: 2 days, 7:01:13 time: 0.3052 data_time: 0.0174 memory: 9201 grad_norm: 2.4824 top1_acc: 0.2857 top5_acc: 0.5714 loss_cls: 2.8914 loss: 2.8914 2022/08/14 13:50:34 - mmengine - INFO - Epoch(val) [90][100/310] eta: 0:00:50 time: 0.2402 data_time: 0.1292 memory: 1522 2022/08/14 13:50:55 - mmengine - INFO - Epoch(val) [90][200/310] eta: 0:00:23 time: 0.2150 data_time: 0.1046 memory: 1522 2022/08/14 13:51:17 - mmengine - INFO - Epoch(val) [90][300/310] eta: 0:00:02 time: 0.2017 data_time: 0.0905 memory: 1522 2022/08/14 13:51:20 - mmengine - INFO - Epoch(val) [90][310/310] acc/top1: 0.4143 acc/top5: 0.6963 acc/mean1: 0.4143 2022/08/14 13:51:21 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb/best_acc/top1_epoch_86.pth is removed 2022/08/14 13:51:23 - mmengine - INFO - The best checkpoint with 0.4143 acc/top1 at 91 epoch is saved to best_acc/top1_epoch_91.pth. 2022/08/14 13:51:56 - mmengine - INFO - Epoch(train) [91][100/3757] lr: 7.2481e-02 eta: 2 days, 7:00:29 time: 0.3176 data_time: 0.0165 memory: 9201 grad_norm: 2.5187 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0181 loss: 3.0181 2022/08/14 13:52:29 - mmengine - INFO - Epoch(train) [91][200/3757] lr: 7.2481e-02 eta: 2 days, 6:59:58 time: 0.3204 data_time: 0.0176 memory: 9201 grad_norm: 2.5171 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7085 loss: 2.7085 2022/08/14 13:53:01 - mmengine - INFO - Epoch(train) [91][300/3757] lr: 7.2481e-02 eta: 2 days, 6:59:27 time: 0.3233 data_time: 0.0179 memory: 9201 grad_norm: 2.4220 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7073 loss: 2.7073 2022/08/14 13:53:33 - mmengine - INFO - Epoch(train) [91][400/3757] lr: 7.2481e-02 eta: 2 days, 6:58:56 time: 0.3197 data_time: 0.0173 memory: 9201 grad_norm: 2.4962 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.7183 loss: 2.7183 2022/08/14 13:54:05 - mmengine - INFO - Epoch(train) [91][500/3757] lr: 7.2481e-02 eta: 2 days, 6:58:25 time: 0.3226 data_time: 0.0178 memory: 9201 grad_norm: 2.4552 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.8939 loss: 2.8939 2022/08/14 13:54:38 - mmengine - INFO - Epoch(train) [91][600/3757] lr: 7.2481e-02 eta: 2 days, 6:57:53 time: 0.3195 data_time: 0.0167 memory: 9201 grad_norm: 2.5830 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7790 loss: 2.7790 2022/08/14 13:55:10 - mmengine - INFO - Epoch(train) [91][700/3757] lr: 7.2481e-02 eta: 2 days, 6:57:22 time: 0.3194 data_time: 0.0170 memory: 9201 grad_norm: 2.4768 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8155 loss: 2.8155 2022/08/14 13:55:42 - mmengine - INFO - Epoch(train) [91][800/3757] lr: 7.2481e-02 eta: 2 days, 6:56:51 time: 0.3223 data_time: 0.0187 memory: 9201 grad_norm: 2.5072 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9982 loss: 2.9982 2022/08/14 13:56:05 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 13:56:14 - mmengine - INFO - Epoch(train) [91][900/3757] lr: 7.2481e-02 eta: 2 days, 6:56:20 time: 0.3209 data_time: 0.0180 memory: 9201 grad_norm: 2.3926 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2194 loss: 3.2194 2022/08/14 13:56:46 - mmengine - INFO - Epoch(train) [91][1000/3757] lr: 7.2481e-02 eta: 2 days, 6:55:49 time: 0.3204 data_time: 0.0166 memory: 9201 grad_norm: 2.5090 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9115 loss: 2.9115 2022/08/14 13:57:19 - mmengine - INFO - Epoch(train) [91][1100/3757] lr: 7.2481e-02 eta: 2 days, 6:55:18 time: 0.3202 data_time: 0.0177 memory: 9201 grad_norm: 2.5291 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9240 loss: 2.9240 2022/08/14 13:57:51 - mmengine - INFO - Epoch(train) [91][1200/3757] lr: 7.2481e-02 eta: 2 days, 6:54:47 time: 0.3202 data_time: 0.0177 memory: 9201 grad_norm: 2.5221 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8464 loss: 2.8464 2022/08/14 13:58:23 - mmengine - INFO - Epoch(train) [91][1300/3757] lr: 7.2481e-02 eta: 2 days, 6:54:16 time: 0.3219 data_time: 0.0175 memory: 9201 grad_norm: 2.4455 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1396 loss: 3.1396 2022/08/14 13:58:55 - mmengine - INFO - Epoch(train) [91][1400/3757] lr: 7.2481e-02 eta: 2 days, 6:53:45 time: 0.3200 data_time: 0.0175 memory: 9201 grad_norm: 2.4921 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8417 loss: 2.8417 2022/08/14 13:59:28 - mmengine - INFO - Epoch(train) [91][1500/3757] lr: 7.2481e-02 eta: 2 days, 6:53:14 time: 0.3201 data_time: 0.0180 memory: 9201 grad_norm: 2.5528 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9397 loss: 2.9397 2022/08/14 14:00:00 - mmengine - INFO - Epoch(train) [91][1600/3757] lr: 7.2481e-02 eta: 2 days, 6:52:43 time: 0.3323 data_time: 0.0179 memory: 9201 grad_norm: 2.4412 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9844 loss: 2.9844 2022/08/14 14:00:32 - mmengine - INFO - Epoch(train) [91][1700/3757] lr: 7.2481e-02 eta: 2 days, 6:52:12 time: 0.3206 data_time: 0.0179 memory: 9201 grad_norm: 2.4488 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8412 loss: 2.8412 2022/08/14 14:01:05 - mmengine - INFO - Epoch(train) [91][1800/3757] lr: 7.2481e-02 eta: 2 days, 6:51:41 time: 0.3206 data_time: 0.0172 memory: 9201 grad_norm: 2.5015 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1657 loss: 3.1657 2022/08/14 14:01:27 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 14:01:37 - mmengine - INFO - Epoch(train) [91][1900/3757] lr: 7.2481e-02 eta: 2 days, 6:51:09 time: 0.3196 data_time: 0.0175 memory: 9201 grad_norm: 2.4911 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0408 loss: 3.0408 2022/08/14 14:02:09 - mmengine - INFO - Epoch(train) [91][2000/3757] lr: 7.2481e-02 eta: 2 days, 6:50:39 time: 0.3210 data_time: 0.0179 memory: 9201 grad_norm: 2.5698 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0396 loss: 3.0396 2022/08/14 14:02:41 - mmengine - INFO - Epoch(train) [91][2100/3757] lr: 7.2481e-02 eta: 2 days, 6:50:07 time: 0.3221 data_time: 0.0183 memory: 9201 grad_norm: 2.5851 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.9775 loss: 2.9775 2022/08/14 14:03:14 - mmengine - INFO - Epoch(train) [91][2200/3757] lr: 7.2481e-02 eta: 2 days, 6:49:36 time: 0.3213 data_time: 0.0171 memory: 9201 grad_norm: 2.5225 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.7475 loss: 2.7475 2022/08/14 14:03:46 - mmengine - INFO - Epoch(train) [91][2300/3757] lr: 7.2481e-02 eta: 2 days, 6:49:05 time: 0.3220 data_time: 0.0186 memory: 9201 grad_norm: 2.5045 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9773 loss: 2.9773 2022/08/14 14:04:18 - mmengine - INFO - Epoch(train) [91][2400/3757] lr: 7.2481e-02 eta: 2 days, 6:48:34 time: 0.3198 data_time: 0.0162 memory: 9201 grad_norm: 2.4806 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2721 loss: 3.2721 2022/08/14 14:04:50 - mmengine - INFO - Epoch(train) [91][2500/3757] lr: 7.2481e-02 eta: 2 days, 6:48:03 time: 0.3172 data_time: 0.0164 memory: 9201 grad_norm: 2.5346 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0593 loss: 3.0593 2022/08/14 14:05:22 - mmengine - INFO - Epoch(train) [91][2600/3757] lr: 7.2481e-02 eta: 2 days, 6:47:32 time: 0.3233 data_time: 0.0187 memory: 9201 grad_norm: 2.4543 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7110 loss: 2.7110 2022/08/14 14:05:55 - mmengine - INFO - Epoch(train) [91][2700/3757] lr: 7.2481e-02 eta: 2 days, 6:47:01 time: 0.3218 data_time: 0.0181 memory: 9201 grad_norm: 2.4676 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9753 loss: 2.9753 2022/08/14 14:06:27 - mmengine - INFO - Epoch(train) [91][2800/3757] lr: 7.2481e-02 eta: 2 days, 6:46:29 time: 0.3193 data_time: 0.0177 memory: 9201 grad_norm: 2.4341 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7674 loss: 2.7674 2022/08/14 14:06:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 14:06:59 - mmengine - INFO - Epoch(train) [91][2900/3757] lr: 7.2481e-02 eta: 2 days, 6:45:58 time: 0.3198 data_time: 0.0179 memory: 9201 grad_norm: 2.5040 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8258 loss: 2.8258 2022/08/14 14:07:31 - mmengine - INFO - Epoch(train) [91][3000/3757] lr: 7.2481e-02 eta: 2 days, 6:45:27 time: 0.3202 data_time: 0.0181 memory: 9201 grad_norm: 2.4831 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.2832 loss: 3.2832 2022/08/14 14:08:03 - mmengine - INFO - Epoch(train) [91][3100/3757] lr: 7.2481e-02 eta: 2 days, 6:44:56 time: 0.3204 data_time: 0.0171 memory: 9201 grad_norm: 2.4731 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7669 loss: 2.7669 2022/08/14 14:08:36 - mmengine - INFO - Epoch(train) [91][3200/3757] lr: 7.2481e-02 eta: 2 days, 6:44:25 time: 0.3206 data_time: 0.0171 memory: 9201 grad_norm: 2.3846 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8357 loss: 2.8357 2022/08/14 14:09:08 - mmengine - INFO - Epoch(train) [91][3300/3757] lr: 7.2481e-02 eta: 2 days, 6:43:54 time: 0.3212 data_time: 0.0170 memory: 9201 grad_norm: 2.4795 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1086 loss: 3.1086 2022/08/14 14:09:40 - mmengine - INFO - Epoch(train) [91][3400/3757] lr: 7.2481e-02 eta: 2 days, 6:43:23 time: 0.3195 data_time: 0.0169 memory: 9201 grad_norm: 2.4792 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7478 loss: 2.7478 2022/08/14 14:10:12 - mmengine - INFO - Epoch(train) [91][3500/3757] lr: 7.2481e-02 eta: 2 days, 6:42:51 time: 0.3194 data_time: 0.0177 memory: 9201 grad_norm: 2.5046 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8901 loss: 2.8901 2022/08/14 14:10:45 - mmengine - INFO - Epoch(train) [91][3600/3757] lr: 7.2481e-02 eta: 2 days, 6:42:20 time: 0.3195 data_time: 0.0170 memory: 9201 grad_norm: 2.5706 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7509 loss: 2.7509 2022/08/14 14:11:17 - mmengine - INFO - Epoch(train) [91][3700/3757] lr: 7.2481e-02 eta: 2 days, 6:41:50 time: 0.3200 data_time: 0.0175 memory: 9201 grad_norm: 2.4347 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7920 loss: 2.7920 2022/08/14 14:11:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 14:11:35 - mmengine - INFO - Epoch(train) [91][3757/3757] lr: 7.2481e-02 eta: 2 days, 6:41:37 time: 0.3034 data_time: 0.0150 memory: 9201 grad_norm: 2.4534 top1_acc: 0.2857 top5_acc: 0.5714 loss_cls: 2.9750 loss: 2.9750 2022/08/14 14:12:09 - mmengine - INFO - Epoch(train) [92][100/3757] lr: 7.1931e-02 eta: 2 days, 6:40:55 time: 0.3195 data_time: 0.0179 memory: 9201 grad_norm: 2.5652 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7445 loss: 2.7445 2022/08/14 14:12:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 14:12:42 - mmengine - INFO - Epoch(train) [92][200/3757] lr: 7.1931e-02 eta: 2 days, 6:40:23 time: 0.3235 data_time: 0.0192 memory: 9201 grad_norm: 2.5085 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8006 loss: 2.8006 2022/08/14 14:13:14 - mmengine - INFO - Epoch(train) [92][300/3757] lr: 7.1931e-02 eta: 2 days, 6:39:52 time: 0.3186 data_time: 0.0166 memory: 9201 grad_norm: 2.4853 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9801 loss: 2.9801 2022/08/14 14:13:46 - mmengine - INFO - Epoch(train) [92][400/3757] lr: 7.1931e-02 eta: 2 days, 6:39:21 time: 0.3243 data_time: 0.0175 memory: 9201 grad_norm: 2.4677 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1149 loss: 3.1149 2022/08/14 14:14:19 - mmengine - INFO - Epoch(train) [92][500/3757] lr: 7.1931e-02 eta: 2 days, 6:38:50 time: 0.3215 data_time: 0.0173 memory: 9201 grad_norm: 2.5233 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8220 loss: 2.8220 2022/08/14 14:14:51 - mmengine - INFO - Epoch(train) [92][600/3757] lr: 7.1931e-02 eta: 2 days, 6:38:20 time: 0.3204 data_time: 0.0170 memory: 9201 grad_norm: 2.4788 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1091 loss: 3.1091 2022/08/14 14:15:23 - mmengine - INFO - Epoch(train) [92][700/3757] lr: 7.1931e-02 eta: 2 days, 6:37:49 time: 0.3228 data_time: 0.0178 memory: 9201 grad_norm: 2.5556 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8557 loss: 2.8557 2022/08/14 14:15:55 - mmengine - INFO - Epoch(train) [92][800/3757] lr: 7.1931e-02 eta: 2 days, 6:37:17 time: 0.3204 data_time: 0.0181 memory: 9201 grad_norm: 2.5420 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0966 loss: 3.0966 2022/08/14 14:16:29 - mmengine - INFO - Epoch(train) [92][900/3757] lr: 7.1931e-02 eta: 2 days, 6:36:48 time: 0.3703 data_time: 0.0173 memory: 9201 grad_norm: 2.4985 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9628 loss: 2.9628 2022/08/14 14:17:01 - mmengine - INFO - Epoch(train) [92][1000/3757] lr: 7.1931e-02 eta: 2 days, 6:36:17 time: 0.3206 data_time: 0.0165 memory: 9201 grad_norm: 2.5552 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8932 loss: 2.8932 2022/08/14 14:17:33 - mmengine - INFO - Epoch(train) [92][1100/3757] lr: 7.1931e-02 eta: 2 days, 6:35:46 time: 0.3204 data_time: 0.0187 memory: 9201 grad_norm: 2.5626 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7631 loss: 2.7631 2022/08/14 14:17:37 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 14:18:05 - mmengine - INFO - Epoch(train) [92][1200/3757] lr: 7.1931e-02 eta: 2 days, 6:35:15 time: 0.3204 data_time: 0.0169 memory: 9201 grad_norm: 2.4996 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0035 loss: 3.0035 2022/08/14 14:18:38 - mmengine - INFO - Epoch(train) [92][1300/3757] lr: 7.1931e-02 eta: 2 days, 6:34:44 time: 0.3204 data_time: 0.0177 memory: 9201 grad_norm: 2.5533 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7009 loss: 2.7009 2022/08/14 14:19:10 - mmengine - INFO - Epoch(train) [92][1400/3757] lr: 7.1931e-02 eta: 2 days, 6:34:12 time: 0.3185 data_time: 0.0168 memory: 9201 grad_norm: 2.5024 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0038 loss: 3.0038 2022/08/14 14:19:42 - mmengine - INFO - Epoch(train) [92][1500/3757] lr: 7.1931e-02 eta: 2 days, 6:33:41 time: 0.3209 data_time: 0.0177 memory: 9201 grad_norm: 2.5354 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.8474 loss: 2.8474 2022/08/14 14:20:14 - mmengine - INFO - Epoch(train) [92][1600/3757] lr: 7.1931e-02 eta: 2 days, 6:33:10 time: 0.3273 data_time: 0.0184 memory: 9201 grad_norm: 2.4950 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9050 loss: 2.9050 2022/08/14 14:20:47 - mmengine - INFO - Epoch(train) [92][1700/3757] lr: 7.1931e-02 eta: 2 days, 6:32:39 time: 0.3191 data_time: 0.0173 memory: 9201 grad_norm: 2.5266 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9854 loss: 2.9854 2022/08/14 14:21:19 - mmengine - INFO - Epoch(train) [92][1800/3757] lr: 7.1931e-02 eta: 2 days, 6:32:08 time: 0.3224 data_time: 0.0177 memory: 9201 grad_norm: 2.5519 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6199 loss: 2.6199 2022/08/14 14:21:51 - mmengine - INFO - Epoch(train) [92][1900/3757] lr: 7.1931e-02 eta: 2 days, 6:31:37 time: 0.3198 data_time: 0.0173 memory: 9201 grad_norm: 2.5078 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.9237 loss: 2.9237 2022/08/14 14:22:24 - mmengine - INFO - Epoch(train) [92][2000/3757] lr: 7.1931e-02 eta: 2 days, 6:31:06 time: 0.3277 data_time: 0.0184 memory: 9201 grad_norm: 2.5294 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1431 loss: 3.1431 2022/08/14 14:22:56 - mmengine - INFO - Epoch(train) [92][2100/3757] lr: 7.1931e-02 eta: 2 days, 6:30:35 time: 0.3211 data_time: 0.0182 memory: 9201 grad_norm: 2.4296 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2030 loss: 3.2030 2022/08/14 14:23:00 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 14:23:28 - mmengine - INFO - Epoch(train) [92][2200/3757] lr: 7.1931e-02 eta: 2 days, 6:30:04 time: 0.3196 data_time: 0.0177 memory: 9201 grad_norm: 2.4906 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9751 loss: 2.9751 2022/08/14 14:24:00 - mmengine - INFO - Epoch(train) [92][2300/3757] lr: 7.1931e-02 eta: 2 days, 6:29:33 time: 0.3212 data_time: 0.0169 memory: 9201 grad_norm: 2.5200 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.1021 loss: 3.1021 2022/08/14 14:24:33 - mmengine - INFO - Epoch(train) [92][2400/3757] lr: 7.1931e-02 eta: 2 days, 6:29:02 time: 0.3225 data_time: 0.0188 memory: 9201 grad_norm: 2.5155 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8760 loss: 2.8760 2022/08/14 14:25:05 - mmengine - INFO - Epoch(train) [92][2500/3757] lr: 7.1931e-02 eta: 2 days, 6:28:31 time: 0.3211 data_time: 0.0169 memory: 9201 grad_norm: 2.4959 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8395 loss: 2.8395 2022/08/14 14:25:37 - mmengine - INFO - Epoch(train) [92][2600/3757] lr: 7.1931e-02 eta: 2 days, 6:28:00 time: 0.3199 data_time: 0.0178 memory: 9201 grad_norm: 2.4805 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7960 loss: 2.7960 2022/08/14 14:26:09 - mmengine - INFO - Epoch(train) [92][2700/3757] lr: 7.1931e-02 eta: 2 days, 6:27:29 time: 0.3199 data_time: 0.0171 memory: 9201 grad_norm: 2.5174 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8530 loss: 2.8530 2022/08/14 14:26:42 - mmengine - INFO - Epoch(train) [92][2800/3757] lr: 7.1931e-02 eta: 2 days, 6:26:58 time: 0.3206 data_time: 0.0177 memory: 9201 grad_norm: 2.5426 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0848 loss: 3.0848 2022/08/14 14:27:14 - mmengine - INFO - Epoch(train) [92][2900/3757] lr: 7.1931e-02 eta: 2 days, 6:26:27 time: 0.3200 data_time: 0.0170 memory: 9201 grad_norm: 2.5644 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0214 loss: 3.0214 2022/08/14 14:27:46 - mmengine - INFO - Epoch(train) [92][3000/3757] lr: 7.1931e-02 eta: 2 days, 6:25:56 time: 0.3241 data_time: 0.0174 memory: 9201 grad_norm: 2.4763 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.8431 loss: 2.8431 2022/08/14 14:28:19 - mmengine - INFO - Epoch(train) [92][3100/3757] lr: 7.1931e-02 eta: 2 days, 6:25:25 time: 0.3199 data_time: 0.0164 memory: 9201 grad_norm: 2.4689 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9629 loss: 2.9629 2022/08/14 14:28:23 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 14:28:51 - mmengine - INFO - Epoch(train) [92][3200/3757] lr: 7.1931e-02 eta: 2 days, 6:24:54 time: 0.3183 data_time: 0.0164 memory: 9201 grad_norm: 2.4728 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7756 loss: 2.7756 2022/08/14 14:29:23 - mmengine - INFO - Epoch(train) [92][3300/3757] lr: 7.1931e-02 eta: 2 days, 6:24:23 time: 0.3207 data_time: 0.0184 memory: 9201 grad_norm: 2.5347 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0074 loss: 3.0074 2022/08/14 14:29:56 - mmengine - INFO - Epoch(train) [92][3400/3757] lr: 7.1931e-02 eta: 2 days, 6:23:52 time: 0.3197 data_time: 0.0181 memory: 9201 grad_norm: 2.4522 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8661 loss: 2.8661 2022/08/14 14:30:28 - mmengine - INFO - Epoch(train) [92][3500/3757] lr: 7.1931e-02 eta: 2 days, 6:23:21 time: 0.3210 data_time: 0.0172 memory: 9201 grad_norm: 2.5013 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7143 loss: 2.7143 2022/08/14 14:31:00 - mmengine - INFO - Epoch(train) [92][3600/3757] lr: 7.1931e-02 eta: 2 days, 6:22:49 time: 0.3205 data_time: 0.0184 memory: 9201 grad_norm: 2.5825 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0142 loss: 3.0142 2022/08/14 14:31:32 - mmengine - INFO - Epoch(train) [92][3700/3757] lr: 7.1931e-02 eta: 2 days, 6:22:18 time: 0.3200 data_time: 0.0181 memory: 9201 grad_norm: 2.4470 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8104 loss: 2.8104 2022/08/14 14:31:50 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 14:31:50 - mmengine - INFO - Epoch(train) [92][3757/3757] lr: 7.1931e-02 eta: 2 days, 6:22:06 time: 0.3036 data_time: 0.0153 memory: 9201 grad_norm: 2.5915 top1_acc: 0.4286 top5_acc: 0.5714 loss_cls: 3.1848 loss: 3.1848 2022/08/14 14:31:50 - mmengine - INFO - Saving checkpoint at 92 epochs 2022/08/14 14:32:27 - mmengine - INFO - Epoch(train) [93][100/3757] lr: 7.1378e-02 eta: 2 days, 6:21:22 time: 0.3209 data_time: 0.0183 memory: 9201 grad_norm: 2.5758 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4198 loss: 2.4198 2022/08/14 14:32:59 - mmengine - INFO - Epoch(train) [93][200/3757] lr: 7.1378e-02 eta: 2 days, 6:20:51 time: 0.3219 data_time: 0.0179 memory: 9201 grad_norm: 2.4908 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0569 loss: 3.0569 2022/08/14 14:33:32 - mmengine - INFO - Epoch(train) [93][300/3757] lr: 7.1378e-02 eta: 2 days, 6:20:20 time: 0.3206 data_time: 0.0176 memory: 9201 grad_norm: 2.4218 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9303 loss: 2.9303 2022/08/14 14:33:50 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 14:34:04 - mmengine - INFO - Epoch(train) [93][400/3757] lr: 7.1378e-02 eta: 2 days, 6:19:49 time: 0.3235 data_time: 0.0174 memory: 9201 grad_norm: 2.4787 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7953 loss: 2.7953 2022/08/14 14:34:36 - mmengine - INFO - Epoch(train) [93][500/3757] lr: 7.1378e-02 eta: 2 days, 6:19:17 time: 0.3184 data_time: 0.0167 memory: 9201 grad_norm: 2.4667 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9179 loss: 2.9179 2022/08/14 14:35:08 - mmengine - INFO - Epoch(train) [93][600/3757] lr: 7.1378e-02 eta: 2 days, 6:18:46 time: 0.3229 data_time: 0.0188 memory: 9201 grad_norm: 2.5071 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7606 loss: 2.7606 2022/08/14 14:35:41 - mmengine - INFO - Epoch(train) [93][700/3757] lr: 7.1378e-02 eta: 2 days, 6:18:15 time: 0.3211 data_time: 0.0171 memory: 9201 grad_norm: 2.3880 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9996 loss: 2.9996 2022/08/14 14:36:13 - mmengine - INFO - Epoch(train) [93][800/3757] lr: 7.1378e-02 eta: 2 days, 6:17:44 time: 0.3199 data_time: 0.0176 memory: 9201 grad_norm: 2.4895 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.6651 loss: 2.6651 2022/08/14 14:36:45 - mmengine - INFO - Epoch(train) [93][900/3757] lr: 7.1378e-02 eta: 2 days, 6:17:13 time: 0.3216 data_time: 0.0184 memory: 9201 grad_norm: 2.4479 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9900 loss: 2.9900 2022/08/14 14:37:17 - mmengine - INFO - Epoch(train) [93][1000/3757] lr: 7.1378e-02 eta: 2 days, 6:16:42 time: 0.3193 data_time: 0.0170 memory: 9201 grad_norm: 2.4802 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8031 loss: 2.8031 2022/08/14 14:37:50 - mmengine - INFO - Epoch(train) [93][1100/3757] lr: 7.1378e-02 eta: 2 days, 6:16:11 time: 0.3211 data_time: 0.0165 memory: 9201 grad_norm: 2.4575 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0237 loss: 3.0237 2022/08/14 14:38:22 - mmengine - INFO - Epoch(train) [93][1200/3757] lr: 7.1378e-02 eta: 2 days, 6:15:40 time: 0.3202 data_time: 0.0180 memory: 9201 grad_norm: 2.5244 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1753 loss: 3.1753 2022/08/14 14:38:54 - mmengine - INFO - Epoch(train) [93][1300/3757] lr: 7.1378e-02 eta: 2 days, 6:15:09 time: 0.3213 data_time: 0.0184 memory: 9201 grad_norm: 2.5314 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6933 loss: 2.6933 2022/08/14 14:39:12 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 14:39:27 - mmengine - INFO - Epoch(train) [93][1400/3757] lr: 7.1378e-02 eta: 2 days, 6:14:38 time: 0.3210 data_time: 0.0183 memory: 9201 grad_norm: 2.5431 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.2478 loss: 3.2478 2022/08/14 14:39:59 - mmengine - INFO - Epoch(train) [93][1500/3757] lr: 7.1378e-02 eta: 2 days, 6:14:07 time: 0.3221 data_time: 0.0174 memory: 9201 grad_norm: 2.5416 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9371 loss: 2.9371 2022/08/14 14:40:31 - mmengine - INFO - Epoch(train) [93][1600/3757] lr: 7.1378e-02 eta: 2 days, 6:13:36 time: 0.3194 data_time: 0.0177 memory: 9201 grad_norm: 2.5120 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7290 loss: 2.7290 2022/08/14 14:41:03 - mmengine - INFO - Epoch(train) [93][1700/3757] lr: 7.1378e-02 eta: 2 days, 6:13:04 time: 0.3184 data_time: 0.0165 memory: 9201 grad_norm: 2.4897 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9418 loss: 2.9418 2022/08/14 14:41:36 - mmengine - INFO - Epoch(train) [93][1800/3757] lr: 7.1378e-02 eta: 2 days, 6:12:34 time: 0.3325 data_time: 0.0172 memory: 9201 grad_norm: 2.5176 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0012 loss: 3.0012 2022/08/14 14:42:08 - mmengine - INFO - Epoch(train) [93][1900/3757] lr: 7.1378e-02 eta: 2 days, 6:12:03 time: 0.3260 data_time: 0.0182 memory: 9201 grad_norm: 2.4909 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1058 loss: 3.1058 2022/08/14 14:42:40 - mmengine - INFO - Epoch(train) [93][2000/3757] lr: 7.1378e-02 eta: 2 days, 6:11:31 time: 0.3207 data_time: 0.0174 memory: 9201 grad_norm: 2.4806 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0052 loss: 3.0052 2022/08/14 14:43:12 - mmengine - INFO - Epoch(train) [93][2100/3757] lr: 7.1378e-02 eta: 2 days, 6:11:00 time: 0.3183 data_time: 0.0161 memory: 9201 grad_norm: 2.5324 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7127 loss: 2.7127 2022/08/14 14:43:45 - mmengine - INFO - Epoch(train) [93][2200/3757] lr: 7.1378e-02 eta: 2 days, 6:10:29 time: 0.3209 data_time: 0.0177 memory: 9201 grad_norm: 2.6107 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0580 loss: 3.0580 2022/08/14 14:44:17 - mmengine - INFO - Epoch(train) [93][2300/3757] lr: 7.1378e-02 eta: 2 days, 6:09:58 time: 0.3203 data_time: 0.0173 memory: 9201 grad_norm: 2.4904 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9473 loss: 2.9473 2022/08/14 14:44:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 14:44:49 - mmengine - INFO - Epoch(train) [93][2400/3757] lr: 7.1378e-02 eta: 2 days, 6:09:27 time: 0.3207 data_time: 0.0181 memory: 9201 grad_norm: 2.4304 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8668 loss: 2.8668 2022/08/14 14:45:21 - mmengine - INFO - Epoch(train) [93][2500/3757] lr: 7.1378e-02 eta: 2 days, 6:08:55 time: 0.3191 data_time: 0.0171 memory: 9201 grad_norm: 2.4899 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7470 loss: 2.7470 2022/08/14 14:45:53 - mmengine - INFO - Epoch(train) [93][2600/3757] lr: 7.1378e-02 eta: 2 days, 6:08:24 time: 0.3181 data_time: 0.0169 memory: 9201 grad_norm: 2.4635 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9142 loss: 2.9142 2022/08/14 14:46:26 - mmengine - INFO - Epoch(train) [93][2700/3757] lr: 7.1378e-02 eta: 2 days, 6:07:53 time: 0.3194 data_time: 0.0179 memory: 9201 grad_norm: 2.5016 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9884 loss: 2.9884 2022/08/14 14:46:58 - mmengine - INFO - Epoch(train) [93][2800/3757] lr: 7.1378e-02 eta: 2 days, 6:07:22 time: 0.3221 data_time: 0.0185 memory: 9201 grad_norm: 2.4712 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7555 loss: 2.7555 2022/08/14 14:47:30 - mmengine - INFO - Epoch(train) [93][2900/3757] lr: 7.1378e-02 eta: 2 days, 6:06:51 time: 0.3206 data_time: 0.0173 memory: 9201 grad_norm: 2.6030 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9459 loss: 2.9459 2022/08/14 14:48:02 - mmengine - INFO - Epoch(train) [93][3000/3757] lr: 7.1378e-02 eta: 2 days, 6:06:20 time: 0.3206 data_time: 0.0171 memory: 9201 grad_norm: 2.5098 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8458 loss: 2.8458 2022/08/14 14:48:35 - mmengine - INFO - Epoch(train) [93][3100/3757] lr: 7.1378e-02 eta: 2 days, 6:05:49 time: 0.3214 data_time: 0.0178 memory: 9201 grad_norm: 2.4801 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7951 loss: 2.7951 2022/08/14 14:49:07 - mmengine - INFO - Epoch(train) [93][3200/3757] lr: 7.1378e-02 eta: 2 days, 6:05:17 time: 0.3185 data_time: 0.0165 memory: 9201 grad_norm: 2.4810 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9481 loss: 2.9481 2022/08/14 14:49:39 - mmengine - INFO - Epoch(train) [93][3300/3757] lr: 7.1378e-02 eta: 2 days, 6:04:46 time: 0.3195 data_time: 0.0178 memory: 9201 grad_norm: 2.5839 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8176 loss: 2.8176 2022/08/14 14:49:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 14:50:11 - mmengine - INFO - Epoch(train) [93][3400/3757] lr: 7.1378e-02 eta: 2 days, 6:04:15 time: 0.3200 data_time: 0.0179 memory: 9201 grad_norm: 2.5304 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8822 loss: 2.8822 2022/08/14 14:50:44 - mmengine - INFO - Epoch(train) [93][3500/3757] lr: 7.1378e-02 eta: 2 days, 6:03:44 time: 0.3193 data_time: 0.0168 memory: 9201 grad_norm: 2.5457 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0482 loss: 3.0482 2022/08/14 14:51:16 - mmengine - INFO - Epoch(train) [93][3600/3757] lr: 7.1378e-02 eta: 2 days, 6:03:13 time: 0.3195 data_time: 0.0168 memory: 9201 grad_norm: 2.4761 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9612 loss: 2.9612 2022/08/14 14:51:48 - mmengine - INFO - Epoch(train) [93][3700/3757] lr: 7.1378e-02 eta: 2 days, 6:02:42 time: 0.3196 data_time: 0.0176 memory: 9201 grad_norm: 2.4929 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1351 loss: 3.1351 2022/08/14 14:52:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 14:52:06 - mmengine - INFO - Epoch(train) [93][3757/3757] lr: 7.1378e-02 eta: 2 days, 6:02:29 time: 0.3051 data_time: 0.0169 memory: 9201 grad_norm: 2.5315 top1_acc: 0.2857 top5_acc: 0.5714 loss_cls: 3.1058 loss: 3.1058 2022/08/14 14:52:41 - mmengine - INFO - Epoch(train) [94][100/3757] lr: 7.0821e-02 eta: 2 days, 6:01:47 time: 0.3226 data_time: 0.0171 memory: 9201 grad_norm: 2.4832 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8816 loss: 2.8816 2022/08/14 14:53:16 - mmengine - INFO - Epoch(train) [94][200/3757] lr: 7.0821e-02 eta: 2 days, 6:01:21 time: 0.3213 data_time: 0.0191 memory: 9201 grad_norm: 2.5873 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0535 loss: 3.0535 2022/08/14 14:53:48 - mmengine - INFO - Epoch(train) [94][300/3757] lr: 7.0821e-02 eta: 2 days, 6:00:50 time: 0.3194 data_time: 0.0174 memory: 9201 grad_norm: 2.5642 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6913 loss: 2.6913 2022/08/14 14:54:20 - mmengine - INFO - Epoch(train) [94][400/3757] lr: 7.0821e-02 eta: 2 days, 6:00:19 time: 0.3217 data_time: 0.0176 memory: 9201 grad_norm: 2.5003 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1406 loss: 3.1406 2022/08/14 14:54:52 - mmengine - INFO - Epoch(train) [94][500/3757] lr: 7.0821e-02 eta: 2 days, 5:59:47 time: 0.3207 data_time: 0.0167 memory: 9201 grad_norm: 2.5277 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.9278 loss: 2.9278 2022/08/14 14:55:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 14:55:25 - mmengine - INFO - Epoch(train) [94][600/3757] lr: 7.0821e-02 eta: 2 days, 5:59:17 time: 0.3200 data_time: 0.0171 memory: 9201 grad_norm: 2.5427 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9754 loss: 2.9754 2022/08/14 14:55:57 - mmengine - INFO - Epoch(train) [94][700/3757] lr: 7.0821e-02 eta: 2 days, 5:58:46 time: 0.3205 data_time: 0.0188 memory: 9201 grad_norm: 2.5451 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9400 loss: 2.9400 2022/08/14 14:56:29 - mmengine - INFO - Epoch(train) [94][800/3757] lr: 7.0821e-02 eta: 2 days, 5:58:14 time: 0.3206 data_time: 0.0182 memory: 9201 grad_norm: 2.4594 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9458 loss: 2.9458 2022/08/14 14:57:02 - mmengine - INFO - Epoch(train) [94][900/3757] lr: 7.0821e-02 eta: 2 days, 5:57:43 time: 0.3213 data_time: 0.0173 memory: 9201 grad_norm: 2.5323 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8715 loss: 2.8715 2022/08/14 14:57:34 - mmengine - INFO - Epoch(train) [94][1000/3757] lr: 7.0821e-02 eta: 2 days, 5:57:12 time: 0.3197 data_time: 0.0182 memory: 9201 grad_norm: 2.5496 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4546 loss: 3.4546 2022/08/14 14:58:06 - mmengine - INFO - Epoch(train) [94][1100/3757] lr: 7.0821e-02 eta: 2 days, 5:56:41 time: 0.3203 data_time: 0.0170 memory: 9201 grad_norm: 2.5507 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7610 loss: 2.7610 2022/08/14 14:58:38 - mmengine - INFO - Epoch(train) [94][1200/3757] lr: 7.0821e-02 eta: 2 days, 5:56:10 time: 0.3223 data_time: 0.0176 memory: 9201 grad_norm: 2.5402 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.9778 loss: 2.9778 2022/08/14 14:59:10 - mmengine - INFO - Epoch(train) [94][1300/3757] lr: 7.0821e-02 eta: 2 days, 5:55:38 time: 0.3202 data_time: 0.0173 memory: 9201 grad_norm: 2.5080 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.9969 loss: 2.9969 2022/08/14 14:59:44 - mmengine - INFO - Epoch(train) [94][1400/3757] lr: 7.0821e-02 eta: 2 days, 5:55:10 time: 0.3180 data_time: 0.0175 memory: 9201 grad_norm: 2.4948 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8258 loss: 2.8258 2022/08/14 15:00:16 - mmengine - INFO - Epoch(train) [94][1500/3757] lr: 7.0821e-02 eta: 2 days, 5:54:39 time: 0.3372 data_time: 0.0181 memory: 9201 grad_norm: 2.5001 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6590 loss: 2.6590 2022/08/14 15:00:48 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 15:00:49 - mmengine - INFO - Epoch(train) [94][1600/3757] lr: 7.0821e-02 eta: 2 days, 5:54:08 time: 0.3202 data_time: 0.0179 memory: 9201 grad_norm: 2.5686 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8962 loss: 2.8962 2022/08/14 15:01:21 - mmengine - INFO - Epoch(train) [94][1700/3757] lr: 7.0821e-02 eta: 2 days, 5:53:37 time: 0.3238 data_time: 0.0183 memory: 9201 grad_norm: 2.5426 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.1349 loss: 3.1349 2022/08/14 15:01:53 - mmengine - INFO - Epoch(train) [94][1800/3757] lr: 7.0821e-02 eta: 2 days, 5:53:05 time: 0.3191 data_time: 0.0160 memory: 9201 grad_norm: 2.5679 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4998 loss: 2.4998 2022/08/14 15:02:25 - mmengine - INFO - Epoch(train) [94][1900/3757] lr: 7.0821e-02 eta: 2 days, 5:52:34 time: 0.3202 data_time: 0.0172 memory: 9201 grad_norm: 2.4999 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1004 loss: 3.1004 2022/08/14 15:02:58 - mmengine - INFO - Epoch(train) [94][2000/3757] lr: 7.0821e-02 eta: 2 days, 5:52:03 time: 0.3209 data_time: 0.0180 memory: 9201 grad_norm: 2.5073 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7118 loss: 2.7118 2022/08/14 15:03:30 - mmengine - INFO - Epoch(train) [94][2100/3757] lr: 7.0821e-02 eta: 2 days, 5:51:32 time: 0.3192 data_time: 0.0170 memory: 9201 grad_norm: 2.5232 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1107 loss: 3.1107 2022/08/14 15:04:02 - mmengine - INFO - Epoch(train) [94][2200/3757] lr: 7.0821e-02 eta: 2 days, 5:51:01 time: 0.3210 data_time: 0.0184 memory: 9201 grad_norm: 2.5214 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8199 loss: 2.8199 2022/08/14 15:04:34 - mmengine - INFO - Epoch(train) [94][2300/3757] lr: 7.0821e-02 eta: 2 days, 5:50:30 time: 0.3202 data_time: 0.0172 memory: 9201 grad_norm: 2.6469 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0481 loss: 3.0481 2022/08/14 15:05:07 - mmengine - INFO - Epoch(train) [94][2400/3757] lr: 7.0821e-02 eta: 2 days, 5:49:58 time: 0.3208 data_time: 0.0176 memory: 9201 grad_norm: 2.4769 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8339 loss: 2.8339 2022/08/14 15:05:39 - mmengine - INFO - Epoch(train) [94][2500/3757] lr: 7.0821e-02 eta: 2 days, 5:49:27 time: 0.3200 data_time: 0.0167 memory: 9201 grad_norm: 2.5518 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0385 loss: 3.0385 2022/08/14 15:06:11 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 15:06:11 - mmengine - INFO - Epoch(train) [94][2600/3757] lr: 7.0821e-02 eta: 2 days, 5:48:56 time: 0.3230 data_time: 0.0176 memory: 9201 grad_norm: 2.4652 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7646 loss: 2.7646 2022/08/14 15:06:43 - mmengine - INFO - Epoch(train) [94][2700/3757] lr: 7.0821e-02 eta: 2 days, 5:48:25 time: 0.3201 data_time: 0.0172 memory: 9201 grad_norm: 2.4351 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7943 loss: 2.7943 2022/08/14 15:07:16 - mmengine - INFO - Epoch(train) [94][2800/3757] lr: 7.0821e-02 eta: 2 days, 5:47:54 time: 0.3197 data_time: 0.0168 memory: 9201 grad_norm: 2.5263 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8806 loss: 2.8806 2022/08/14 15:07:48 - mmengine - INFO - Epoch(train) [94][2900/3757] lr: 7.0821e-02 eta: 2 days, 5:47:23 time: 0.3213 data_time: 0.0174 memory: 9201 grad_norm: 2.5272 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9484 loss: 2.9484 2022/08/14 15:08:20 - mmengine - INFO - Epoch(train) [94][3000/3757] lr: 7.0821e-02 eta: 2 days, 5:46:52 time: 0.3204 data_time: 0.0174 memory: 9201 grad_norm: 2.5104 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0453 loss: 3.0453 2022/08/14 15:08:53 - mmengine - INFO - Epoch(train) [94][3100/3757] lr: 7.0821e-02 eta: 2 days, 5:46:21 time: 0.3204 data_time: 0.0171 memory: 9201 grad_norm: 2.5621 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7171 loss: 2.7171 2022/08/14 15:09:25 - mmengine - INFO - Epoch(train) [94][3200/3757] lr: 7.0821e-02 eta: 2 days, 5:45:50 time: 0.3208 data_time: 0.0174 memory: 9201 grad_norm: 2.4601 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7227 loss: 2.7227 2022/08/14 15:09:57 - mmengine - INFO - Epoch(train) [94][3300/3757] lr: 7.0821e-02 eta: 2 days, 5:45:19 time: 0.3290 data_time: 0.0174 memory: 9201 grad_norm: 2.5245 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9552 loss: 2.9552 2022/08/14 15:10:30 - mmengine - INFO - Epoch(train) [94][3400/3757] lr: 7.0821e-02 eta: 2 days, 5:44:48 time: 0.3201 data_time: 0.0177 memory: 9201 grad_norm: 2.4973 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1764 loss: 3.1764 2022/08/14 15:11:02 - mmengine - INFO - Epoch(train) [94][3500/3757] lr: 7.0821e-02 eta: 2 days, 5:44:16 time: 0.3203 data_time: 0.0180 memory: 9201 grad_norm: 2.5708 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9404 loss: 2.9404 2022/08/14 15:11:34 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 15:11:34 - mmengine - INFO - Epoch(train) [94][3600/3757] lr: 7.0821e-02 eta: 2 days, 5:43:45 time: 0.3192 data_time: 0.0178 memory: 9201 grad_norm: 2.5175 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8593 loss: 2.8593 2022/08/14 15:12:06 - mmengine - INFO - Epoch(train) [94][3700/3757] lr: 7.0821e-02 eta: 2 days, 5:43:14 time: 0.3188 data_time: 0.0166 memory: 9201 grad_norm: 2.4431 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9558 loss: 2.9558 2022/08/14 15:12:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 15:12:24 - mmengine - INFO - Epoch(train) [94][3757/3757] lr: 7.0821e-02 eta: 2 days, 5:43:02 time: 0.3036 data_time: 0.0152 memory: 9201 grad_norm: 2.6142 top1_acc: 0.2857 top5_acc: 0.4286 loss_cls: 3.0392 loss: 3.0392 2022/08/14 15:12:59 - mmengine - INFO - Epoch(train) [95][100/3757] lr: 7.0262e-02 eta: 2 days, 5:42:20 time: 0.3207 data_time: 0.0168 memory: 9201 grad_norm: 2.4674 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9639 loss: 2.9639 2022/08/14 15:13:31 - mmengine - INFO - Epoch(train) [95][200/3757] lr: 7.0262e-02 eta: 2 days, 5:41:49 time: 0.3214 data_time: 0.0187 memory: 9201 grad_norm: 2.5524 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.9533 loss: 2.9533 2022/08/14 15:14:03 - mmengine - INFO - Epoch(train) [95][300/3757] lr: 7.0262e-02 eta: 2 days, 5:41:17 time: 0.3199 data_time: 0.0191 memory: 9201 grad_norm: 2.4803 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9316 loss: 2.9316 2022/08/14 15:14:35 - mmengine - INFO - Epoch(train) [95][400/3757] lr: 7.0262e-02 eta: 2 days, 5:40:46 time: 0.3212 data_time: 0.0179 memory: 9201 grad_norm: 2.5858 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9085 loss: 2.9085 2022/08/14 15:15:08 - mmengine - INFO - Epoch(train) [95][500/3757] lr: 7.0262e-02 eta: 2 days, 5:40:15 time: 0.3228 data_time: 0.0179 memory: 9201 grad_norm: 2.5723 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9651 loss: 2.9651 2022/08/14 15:15:40 - mmengine - INFO - Epoch(train) [95][600/3757] lr: 7.0262e-02 eta: 2 days, 5:39:43 time: 0.3199 data_time: 0.0175 memory: 9201 grad_norm: 2.5459 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6927 loss: 2.6927 2022/08/14 15:16:12 - mmengine - INFO - Epoch(train) [95][700/3757] lr: 7.0262e-02 eta: 2 days, 5:39:12 time: 0.3203 data_time: 0.0175 memory: 9201 grad_norm: 2.5192 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1020 loss: 3.1020 2022/08/14 15:16:44 - mmengine - INFO - Epoch(train) [95][800/3757] lr: 7.0262e-02 eta: 2 days, 5:38:41 time: 0.3227 data_time: 0.0176 memory: 9201 grad_norm: 2.5371 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7821 loss: 2.7821 2022/08/14 15:16:58 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 15:17:17 - mmengine - INFO - Epoch(train) [95][900/3757] lr: 7.0262e-02 eta: 2 days, 5:38:10 time: 0.3206 data_time: 0.0173 memory: 9201 grad_norm: 2.5327 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.8258 loss: 2.8258 2022/08/14 15:17:49 - mmengine - INFO - Epoch(train) [95][1000/3757] lr: 7.0262e-02 eta: 2 days, 5:37:39 time: 0.3231 data_time: 0.0168 memory: 9201 grad_norm: 2.5142 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8476 loss: 2.8476 2022/08/14 15:18:21 - mmengine - INFO - Epoch(train) [95][1100/3757] lr: 7.0262e-02 eta: 2 days, 5:37:08 time: 0.3234 data_time: 0.0175 memory: 9201 grad_norm: 2.4712 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7001 loss: 2.7001 2022/08/14 15:18:54 - mmengine - INFO - Epoch(train) [95][1200/3757] lr: 7.0262e-02 eta: 2 days, 5:36:37 time: 0.3230 data_time: 0.0177 memory: 9201 grad_norm: 2.4597 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7066 loss: 2.7066 2022/08/14 15:19:26 - mmengine - INFO - Epoch(train) [95][1300/3757] lr: 7.0262e-02 eta: 2 days, 5:36:06 time: 0.3194 data_time: 0.0174 memory: 9201 grad_norm: 2.5729 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9053 loss: 2.9053 2022/08/14 15:19:58 - mmengine - INFO - Epoch(train) [95][1400/3757] lr: 7.0262e-02 eta: 2 days, 5:35:35 time: 0.3249 data_time: 0.0164 memory: 9201 grad_norm: 2.5098 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7708 loss: 2.7708 2022/08/14 15:20:30 - mmengine - INFO - Epoch(train) [95][1500/3757] lr: 7.0262e-02 eta: 2 days, 5:35:04 time: 0.3202 data_time: 0.0164 memory: 9201 grad_norm: 2.5864 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8959 loss: 2.8959 2022/08/14 15:21:03 - mmengine - INFO - Epoch(train) [95][1600/3757] lr: 7.0262e-02 eta: 2 days, 5:34:32 time: 0.3246 data_time: 0.0180 memory: 9201 grad_norm: 2.5173 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0919 loss: 3.0919 2022/08/14 15:21:35 - mmengine - INFO - Epoch(train) [95][1700/3757] lr: 7.0262e-02 eta: 2 days, 5:34:01 time: 0.3199 data_time: 0.0171 memory: 9201 grad_norm: 2.5130 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1527 loss: 3.1527 2022/08/14 15:22:07 - mmengine - INFO - Epoch(train) [95][1800/3757] lr: 7.0262e-02 eta: 2 days, 5:33:30 time: 0.3199 data_time: 0.0171 memory: 9201 grad_norm: 2.5250 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0181 loss: 3.0181 2022/08/14 15:22:21 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 15:22:39 - mmengine - INFO - Epoch(train) [95][1900/3757] lr: 7.0262e-02 eta: 2 days, 5:32:59 time: 0.3193 data_time: 0.0163 memory: 9201 grad_norm: 2.4657 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9647 loss: 2.9647 2022/08/14 15:23:12 - mmengine - INFO - Epoch(train) [95][2000/3757] lr: 7.0262e-02 eta: 2 days, 5:32:28 time: 0.3205 data_time: 0.0191 memory: 9201 grad_norm: 2.5395 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9325 loss: 2.9325 2022/08/14 15:23:44 - mmengine - INFO - Epoch(train) [95][2100/3757] lr: 7.0262e-02 eta: 2 days, 5:31:57 time: 0.3224 data_time: 0.0178 memory: 9201 grad_norm: 2.5017 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5216 loss: 2.5216 2022/08/14 15:24:16 - mmengine - INFO - Epoch(train) [95][2200/3757] lr: 7.0262e-02 eta: 2 days, 5:31:26 time: 0.3182 data_time: 0.0172 memory: 9201 grad_norm: 2.4627 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0858 loss: 3.0858 2022/08/14 15:24:48 - mmengine - INFO - Epoch(train) [95][2300/3757] lr: 7.0262e-02 eta: 2 days, 5:30:55 time: 0.3221 data_time: 0.0182 memory: 9201 grad_norm: 2.5562 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7131 loss: 2.7131 2022/08/14 15:25:21 - mmengine - INFO - Epoch(train) [95][2400/3757] lr: 7.0262e-02 eta: 2 days, 5:30:23 time: 0.3227 data_time: 0.0179 memory: 9201 grad_norm: 2.5459 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8303 loss: 2.8303 2022/08/14 15:25:53 - mmengine - INFO - Epoch(train) [95][2500/3757] lr: 7.0262e-02 eta: 2 days, 5:29:52 time: 0.3211 data_time: 0.0179 memory: 9201 grad_norm: 2.6033 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9769 loss: 2.9769 2022/08/14 15:26:25 - mmengine - INFO - Epoch(train) [95][2600/3757] lr: 7.0262e-02 eta: 2 days, 5:29:21 time: 0.3188 data_time: 0.0169 memory: 9201 grad_norm: 2.4440 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0006 loss: 3.0006 2022/08/14 15:26:57 - mmengine - INFO - Epoch(train) [95][2700/3757] lr: 7.0262e-02 eta: 2 days, 5:28:50 time: 0.3192 data_time: 0.0171 memory: 9201 grad_norm: 2.5809 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9539 loss: 2.9539 2022/08/14 15:27:30 - mmengine - INFO - Epoch(train) [95][2800/3757] lr: 7.0262e-02 eta: 2 days, 5:28:18 time: 0.3200 data_time: 0.0178 memory: 9201 grad_norm: 2.4621 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8227 loss: 2.8227 2022/08/14 15:27:43 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 15:28:02 - mmengine - INFO - Epoch(train) [95][2900/3757] lr: 7.0262e-02 eta: 2 days, 5:27:47 time: 0.3211 data_time: 0.0174 memory: 9201 grad_norm: 2.4868 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7562 loss: 2.7562 2022/08/14 15:28:34 - mmengine - INFO - Epoch(train) [95][3000/3757] lr: 7.0262e-02 eta: 2 days, 5:27:16 time: 0.3215 data_time: 0.0176 memory: 9201 grad_norm: 2.5383 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.0289 loss: 3.0289 2022/08/14 15:29:06 - mmengine - INFO - Epoch(train) [95][3100/3757] lr: 7.0262e-02 eta: 2 days, 5:26:45 time: 0.3197 data_time: 0.0184 memory: 9201 grad_norm: 2.4964 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.8968 loss: 2.8968 2022/08/14 15:29:39 - mmengine - INFO - Epoch(train) [95][3200/3757] lr: 7.0262e-02 eta: 2 days, 5:26:14 time: 0.3244 data_time: 0.0181 memory: 9201 grad_norm: 2.5184 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7483 loss: 2.7483 2022/08/14 15:30:11 - mmengine - INFO - Epoch(train) [95][3300/3757] lr: 7.0262e-02 eta: 2 days, 5:25:43 time: 0.3195 data_time: 0.0166 memory: 9201 grad_norm: 2.4848 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7571 loss: 2.7571 2022/08/14 15:30:43 - mmengine - INFO - Epoch(train) [95][3400/3757] lr: 7.0262e-02 eta: 2 days, 5:25:12 time: 0.3232 data_time: 0.0187 memory: 9201 grad_norm: 2.4393 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.6230 loss: 2.6230 2022/08/14 15:31:15 - mmengine - INFO - Epoch(train) [95][3500/3757] lr: 7.0262e-02 eta: 2 days, 5:24:40 time: 0.3196 data_time: 0.0177 memory: 9201 grad_norm: 2.5271 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.1993 loss: 3.1993 2022/08/14 15:31:48 - mmengine - INFO - Epoch(train) [95][3600/3757] lr: 7.0262e-02 eta: 2 days, 5:24:09 time: 0.3198 data_time: 0.0169 memory: 9201 grad_norm: 2.4670 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7642 loss: 2.7642 2022/08/14 15:32:20 - mmengine - INFO - Epoch(train) [95][3700/3757] lr: 7.0262e-02 eta: 2 days, 5:23:38 time: 0.3205 data_time: 0.0180 memory: 9201 grad_norm: 2.4982 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7233 loss: 2.7233 2022/08/14 15:32:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 15:32:38 - mmengine - INFO - Epoch(train) [95][3757/3757] lr: 7.0262e-02 eta: 2 days, 5:23:26 time: 0.3025 data_time: 0.0152 memory: 9201 grad_norm: 2.4606 top1_acc: 0.2857 top5_acc: 0.8571 loss_cls: 2.8415 loss: 2.8415 2022/08/14 15:33:00 - mmengine - INFO - Epoch(val) [95][100/310] eta: 0:00:45 time: 0.2179 data_time: 0.1074 memory: 1522 2022/08/14 15:33:21 - mmengine - INFO - Epoch(val) [95][200/310] eta: 0:00:20 time: 0.1826 data_time: 0.0731 memory: 1522 2022/08/14 15:33:42 - mmengine - INFO - Epoch(val) [95][300/310] eta: 0:00:02 time: 0.2148 data_time: 0.1034 memory: 1522 2022/08/14 15:33:46 - mmengine - INFO - Epoch(val) [95][310/310] acc/top1: 0.4090 acc/top5: 0.6809 acc/mean1: 0.4089 2022/08/14 15:34:15 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 15:34:20 - mmengine - INFO - Epoch(train) [96][100/3757] lr: 6.9700e-02 eta: 2 days, 5:22:43 time: 0.3234 data_time: 0.0183 memory: 9201 grad_norm: 2.5131 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0002 loss: 3.0002 2022/08/14 15:34:52 - mmengine - INFO - Epoch(train) [96][200/3757] lr: 6.9700e-02 eta: 2 days, 5:22:12 time: 0.3201 data_time: 0.0164 memory: 9201 grad_norm: 2.5317 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.9698 loss: 2.9698 2022/08/14 15:35:25 - mmengine - INFO - Epoch(train) [96][300/3757] lr: 6.9700e-02 eta: 2 days, 5:21:40 time: 0.3225 data_time: 0.0186 memory: 9201 grad_norm: 2.4326 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5033 loss: 2.5033 2022/08/14 15:35:57 - mmengine - INFO - Epoch(train) [96][400/3757] lr: 6.9700e-02 eta: 2 days, 5:21:09 time: 0.3215 data_time: 0.0179 memory: 9201 grad_norm: 2.6054 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.6997 loss: 2.6997 2022/08/14 15:36:29 - mmengine - INFO - Epoch(train) [96][500/3757] lr: 6.9700e-02 eta: 2 days, 5:20:38 time: 0.3190 data_time: 0.0165 memory: 9201 grad_norm: 2.6098 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4433 loss: 2.4433 2022/08/14 15:37:01 - mmengine - INFO - Epoch(train) [96][600/3757] lr: 6.9700e-02 eta: 2 days, 5:20:07 time: 0.3194 data_time: 0.0171 memory: 9201 grad_norm: 2.4406 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8039 loss: 2.8039 2022/08/14 15:37:34 - mmengine - INFO - Epoch(train) [96][700/3757] lr: 6.9700e-02 eta: 2 days, 5:19:36 time: 0.3203 data_time: 0.0172 memory: 9201 grad_norm: 2.6096 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9748 loss: 2.9748 2022/08/14 15:38:06 - mmengine - INFO - Epoch(train) [96][800/3757] lr: 6.9700e-02 eta: 2 days, 5:19:05 time: 0.3203 data_time: 0.0179 memory: 9201 grad_norm: 2.4758 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6457 loss: 2.6457 2022/08/14 15:38:38 - mmengine - INFO - Epoch(train) [96][900/3757] lr: 6.9700e-02 eta: 2 days, 5:18:34 time: 0.3216 data_time: 0.0176 memory: 9201 grad_norm: 2.4956 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1015 loss: 3.1015 2022/08/14 15:39:11 - mmengine - INFO - Epoch(train) [96][1000/3757] lr: 6.9700e-02 eta: 2 days, 5:18:02 time: 0.3201 data_time: 0.0173 memory: 9201 grad_norm: 2.6108 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6328 loss: 2.6328 2022/08/14 15:39:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 15:39:43 - mmengine - INFO - Epoch(train) [96][1100/3757] lr: 6.9700e-02 eta: 2 days, 5:17:31 time: 0.3227 data_time: 0.0181 memory: 9201 grad_norm: 2.5724 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9550 loss: 2.9550 2022/08/14 15:40:15 - mmengine - INFO - Epoch(train) [96][1200/3757] lr: 6.9700e-02 eta: 2 days, 5:17:00 time: 0.3196 data_time: 0.0168 memory: 9201 grad_norm: 2.5253 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9529 loss: 2.9529 2022/08/14 15:40:47 - mmengine - INFO - Epoch(train) [96][1300/3757] lr: 6.9700e-02 eta: 2 days, 5:16:29 time: 0.3204 data_time: 0.0168 memory: 9201 grad_norm: 2.5384 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8985 loss: 2.8985 2022/08/14 15:41:20 - mmengine - INFO - Epoch(train) [96][1400/3757] lr: 6.9700e-02 eta: 2 days, 5:15:58 time: 0.3198 data_time: 0.0169 memory: 9201 grad_norm: 2.4767 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9825 loss: 2.9825 2022/08/14 15:41:52 - mmengine - INFO - Epoch(train) [96][1500/3757] lr: 6.9700e-02 eta: 2 days, 5:15:27 time: 0.3218 data_time: 0.0183 memory: 9201 grad_norm: 2.4523 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0734 loss: 3.0734 2022/08/14 15:42:24 - mmengine - INFO - Epoch(train) [96][1600/3757] lr: 6.9700e-02 eta: 2 days, 5:14:55 time: 0.3206 data_time: 0.0175 memory: 9201 grad_norm: 2.5045 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7527 loss: 2.7527 2022/08/14 15:42:56 - mmengine - INFO - Epoch(train) [96][1700/3757] lr: 6.9700e-02 eta: 2 days, 5:14:24 time: 0.3204 data_time: 0.0173 memory: 9201 grad_norm: 2.5322 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2890 loss: 3.2890 2022/08/14 15:43:29 - mmengine - INFO - Epoch(train) [96][1800/3757] lr: 6.9700e-02 eta: 2 days, 5:13:53 time: 0.3190 data_time: 0.0169 memory: 9201 grad_norm: 2.5645 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1094 loss: 3.1094 2022/08/14 15:44:01 - mmengine - INFO - Epoch(train) [96][1900/3757] lr: 6.9700e-02 eta: 2 days, 5:13:22 time: 0.3208 data_time: 0.0182 memory: 9201 grad_norm: 2.5264 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9687 loss: 2.9687 2022/08/14 15:44:33 - mmengine - INFO - Epoch(train) [96][2000/3757] lr: 6.9700e-02 eta: 2 days, 5:12:51 time: 0.3202 data_time: 0.0160 memory: 9201 grad_norm: 2.5216 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5522 loss: 2.5522 2022/08/14 15:45:01 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 15:45:06 - mmengine - INFO - Epoch(train) [96][2100/3757] lr: 6.9700e-02 eta: 2 days, 5:12:20 time: 0.3201 data_time: 0.0174 memory: 9201 grad_norm: 2.5200 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0622 loss: 3.0622 2022/08/14 15:45:38 - mmengine - INFO - Epoch(train) [96][2200/3757] lr: 6.9700e-02 eta: 2 days, 5:11:49 time: 0.3212 data_time: 0.0182 memory: 9201 grad_norm: 2.5220 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.6466 loss: 2.6466 2022/08/14 15:46:10 - mmengine - INFO - Epoch(train) [96][2300/3757] lr: 6.9700e-02 eta: 2 days, 5:11:18 time: 0.3213 data_time: 0.0174 memory: 9201 grad_norm: 2.4350 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6639 loss: 2.6639 2022/08/14 15:46:43 - mmengine - INFO - Epoch(train) [96][2400/3757] lr: 6.9700e-02 eta: 2 days, 5:10:47 time: 0.3325 data_time: 0.0170 memory: 9201 grad_norm: 2.5502 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1334 loss: 3.1334 2022/08/14 15:47:15 - mmengine - INFO - Epoch(train) [96][2500/3757] lr: 6.9700e-02 eta: 2 days, 5:10:16 time: 0.3212 data_time: 0.0173 memory: 9201 grad_norm: 2.5920 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0576 loss: 3.0576 2022/08/14 15:47:47 - mmengine - INFO - Epoch(train) [96][2600/3757] lr: 6.9700e-02 eta: 2 days, 5:09:45 time: 0.3198 data_time: 0.0165 memory: 9201 grad_norm: 2.5336 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3072 loss: 3.3072 2022/08/14 15:48:19 - mmengine - INFO - Epoch(train) [96][2700/3757] lr: 6.9700e-02 eta: 2 days, 5:09:14 time: 0.3190 data_time: 0.0173 memory: 9201 grad_norm: 2.5153 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6214 loss: 2.6214 2022/08/14 15:48:52 - mmengine - INFO - Epoch(train) [96][2800/3757] lr: 6.9700e-02 eta: 2 days, 5:08:42 time: 0.3203 data_time: 0.0172 memory: 9201 grad_norm: 2.4816 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8033 loss: 2.8033 2022/08/14 15:49:24 - mmengine - INFO - Epoch(train) [96][2900/3757] lr: 6.9700e-02 eta: 2 days, 5:08:11 time: 0.3226 data_time: 0.0186 memory: 9201 grad_norm: 2.4934 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8852 loss: 2.8852 2022/08/14 15:49:56 - mmengine - INFO - Epoch(train) [96][3000/3757] lr: 6.9700e-02 eta: 2 days, 5:07:40 time: 0.3195 data_time: 0.0172 memory: 9201 grad_norm: 2.5781 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6022 loss: 2.6022 2022/08/14 15:50:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 15:50:29 - mmengine - INFO - Epoch(train) [96][3100/3757] lr: 6.9700e-02 eta: 2 days, 5:07:09 time: 0.3199 data_time: 0.0174 memory: 9201 grad_norm: 2.5044 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1758 loss: 3.1758 2022/08/14 15:51:01 - mmengine - INFO - Epoch(train) [96][3200/3757] lr: 6.9700e-02 eta: 2 days, 5:06:38 time: 0.3204 data_time: 0.0175 memory: 9201 grad_norm: 2.5012 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6743 loss: 2.6743 2022/08/14 15:51:33 - mmengine - INFO - Epoch(train) [96][3300/3757] lr: 6.9700e-02 eta: 2 days, 5:06:07 time: 0.3213 data_time: 0.0190 memory: 9201 grad_norm: 2.4911 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9429 loss: 2.9429 2022/08/14 15:52:05 - mmengine - INFO - Epoch(train) [96][3400/3757] lr: 6.9700e-02 eta: 2 days, 5:05:35 time: 0.3211 data_time: 0.0172 memory: 9201 grad_norm: 2.5580 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0496 loss: 3.0496 2022/08/14 15:52:38 - mmengine - INFO - Epoch(train) [96][3500/3757] lr: 6.9700e-02 eta: 2 days, 5:05:04 time: 0.3194 data_time: 0.0174 memory: 9201 grad_norm: 2.4704 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0894 loss: 3.0894 2022/08/14 15:53:10 - mmengine - INFO - Epoch(train) [96][3600/3757] lr: 6.9700e-02 eta: 2 days, 5:04:33 time: 0.3202 data_time: 0.0171 memory: 9201 grad_norm: 2.4956 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 3.0813 loss: 3.0813 2022/08/14 15:53:42 - mmengine - INFO - Epoch(train) [96][3700/3757] lr: 6.9700e-02 eta: 2 days, 5:04:02 time: 0.3211 data_time: 0.0176 memory: 9201 grad_norm: 2.6002 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.8422 loss: 2.8422 2022/08/14 15:54:00 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 15:54:00 - mmengine - INFO - Epoch(train) [96][3757/3757] lr: 6.9700e-02 eta: 2 days, 5:03:49 time: 0.3029 data_time: 0.0152 memory: 9201 grad_norm: 2.4962 top1_acc: 0.4286 top5_acc: 0.4286 loss_cls: 3.1251 loss: 3.1251 2022/08/14 15:54:00 - mmengine - INFO - Saving checkpoint at 96 epochs 2022/08/14 15:54:37 - mmengine - INFO - Epoch(train) [97][100/3757] lr: 6.9134e-02 eta: 2 days, 5:03:05 time: 0.3205 data_time: 0.0177 memory: 9201 grad_norm: 2.6298 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3488 loss: 3.3488 2022/08/14 15:55:09 - mmengine - INFO - Epoch(train) [97][200/3757] lr: 6.9134e-02 eta: 2 days, 5:02:34 time: 0.3207 data_time: 0.0179 memory: 9201 grad_norm: 2.4569 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0324 loss: 3.0324 2022/08/14 15:55:41 - mmengine - INFO - Epoch(train) [97][300/3757] lr: 6.9134e-02 eta: 2 days, 5:02:03 time: 0.3223 data_time: 0.0176 memory: 9201 grad_norm: 2.5290 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0611 loss: 3.0611 2022/08/14 15:55:50 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 15:56:14 - mmengine - INFO - Epoch(train) [97][400/3757] lr: 6.9134e-02 eta: 2 days, 5:01:32 time: 0.3217 data_time: 0.0171 memory: 9201 grad_norm: 2.5328 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8355 loss: 2.8355 2022/08/14 15:56:46 - mmengine - INFO - Epoch(train) [97][500/3757] lr: 6.9134e-02 eta: 2 days, 5:01:00 time: 0.3205 data_time: 0.0172 memory: 9201 grad_norm: 2.5087 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.6340 loss: 2.6340 2022/08/14 15:57:18 - mmengine - INFO - Epoch(train) [97][600/3757] lr: 6.9134e-02 eta: 2 days, 5:00:29 time: 0.3189 data_time: 0.0166 memory: 9201 grad_norm: 2.5729 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.9316 loss: 2.9316 2022/08/14 15:57:50 - mmengine - INFO - Epoch(train) [97][700/3757] lr: 6.9134e-02 eta: 2 days, 4:59:58 time: 0.3198 data_time: 0.0174 memory: 9201 grad_norm: 2.5518 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6132 loss: 2.6132 2022/08/14 15:58:23 - mmengine - INFO - Epoch(train) [97][800/3757] lr: 6.9134e-02 eta: 2 days, 4:59:27 time: 0.3213 data_time: 0.0173 memory: 9201 grad_norm: 2.3870 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7723 loss: 2.7723 2022/08/14 15:58:55 - mmengine - INFO - Epoch(train) [97][900/3757] lr: 6.9134e-02 eta: 2 days, 4:58:56 time: 0.3186 data_time: 0.0173 memory: 9201 grad_norm: 2.5392 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2908 loss: 3.2908 2022/08/14 15:59:27 - mmengine - INFO - Epoch(train) [97][1000/3757] lr: 6.9134e-02 eta: 2 days, 4:58:24 time: 0.3209 data_time: 0.0189 memory: 9201 grad_norm: 2.5983 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8608 loss: 2.8608 2022/08/14 15:59:59 - mmengine - INFO - Epoch(train) [97][1100/3757] lr: 6.9134e-02 eta: 2 days, 4:57:53 time: 0.3211 data_time: 0.0181 memory: 9201 grad_norm: 2.5385 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6758 loss: 2.6758 2022/08/14 16:00:32 - mmengine - INFO - Epoch(train) [97][1200/3757] lr: 6.9134e-02 eta: 2 days, 4:57:22 time: 0.3194 data_time: 0.0173 memory: 9201 grad_norm: 2.4721 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2305 loss: 3.2305 2022/08/14 16:01:04 - mmengine - INFO - Epoch(train) [97][1300/3757] lr: 6.9134e-02 eta: 2 days, 4:56:51 time: 0.3211 data_time: 0.0173 memory: 9201 grad_norm: 2.4244 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2358 loss: 3.2358 2022/08/14 16:01:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 16:01:36 - mmengine - INFO - Epoch(train) [97][1400/3757] lr: 6.9134e-02 eta: 2 days, 4:56:20 time: 0.3206 data_time: 0.0177 memory: 9201 grad_norm: 2.5332 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8341 loss: 2.8341 2022/08/14 16:02:08 - mmengine - INFO - Epoch(train) [97][1500/3757] lr: 6.9134e-02 eta: 2 days, 4:55:48 time: 0.3195 data_time: 0.0171 memory: 9201 grad_norm: 2.5366 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9099 loss: 2.9099 2022/08/14 16:02:41 - mmengine - INFO - Epoch(train) [97][1600/3757] lr: 6.9134e-02 eta: 2 days, 4:55:17 time: 0.3202 data_time: 0.0172 memory: 9201 grad_norm: 2.6148 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.8411 loss: 2.8411 2022/08/14 16:03:13 - mmengine - INFO - Epoch(train) [97][1700/3757] lr: 6.9134e-02 eta: 2 days, 4:54:47 time: 0.3208 data_time: 0.0173 memory: 9201 grad_norm: 2.5531 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2663 loss: 3.2663 2022/08/14 16:03:45 - mmengine - INFO - Epoch(train) [97][1800/3757] lr: 6.9134e-02 eta: 2 days, 4:54:15 time: 0.3240 data_time: 0.0183 memory: 9201 grad_norm: 2.4958 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8190 loss: 2.8190 2022/08/14 16:04:18 - mmengine - INFO - Epoch(train) [97][1900/3757] lr: 6.9134e-02 eta: 2 days, 4:53:44 time: 0.3220 data_time: 0.0170 memory: 9201 grad_norm: 2.5167 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6414 loss: 2.6414 2022/08/14 16:04:50 - mmengine - INFO - Epoch(train) [97][2000/3757] lr: 6.9134e-02 eta: 2 days, 4:53:13 time: 0.3196 data_time: 0.0173 memory: 9201 grad_norm: 2.4490 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9658 loss: 2.9658 2022/08/14 16:05:22 - mmengine - INFO - Epoch(train) [97][2100/3757] lr: 6.9134e-02 eta: 2 days, 4:52:42 time: 0.3211 data_time: 0.0181 memory: 9201 grad_norm: 2.5782 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7742 loss: 2.7742 2022/08/14 16:05:55 - mmengine - INFO - Epoch(train) [97][2200/3757] lr: 6.9134e-02 eta: 2 days, 4:52:11 time: 0.3209 data_time: 0.0185 memory: 9201 grad_norm: 2.5120 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7179 loss: 2.7179 2022/08/14 16:06:27 - mmengine - INFO - Epoch(train) [97][2300/3757] lr: 6.9134e-02 eta: 2 days, 4:51:40 time: 0.3206 data_time: 0.0177 memory: 9201 grad_norm: 2.5194 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7344 loss: 2.7344 2022/08/14 16:06:36 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 16:06:59 - mmengine - INFO - Epoch(train) [97][2400/3757] lr: 6.9134e-02 eta: 2 days, 4:51:09 time: 0.3198 data_time: 0.0179 memory: 9201 grad_norm: 2.6053 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0551 loss: 3.0551 2022/08/14 16:07:31 - mmengine - INFO - Epoch(train) [97][2500/3757] lr: 6.9134e-02 eta: 2 days, 4:50:37 time: 0.3214 data_time: 0.0174 memory: 9201 grad_norm: 2.5927 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0987 loss: 3.0987 2022/08/14 16:08:04 - mmengine - INFO - Epoch(train) [97][2600/3757] lr: 6.9134e-02 eta: 2 days, 4:50:06 time: 0.3217 data_time: 0.0176 memory: 9201 grad_norm: 2.6075 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8241 loss: 2.8241 2022/08/14 16:08:36 - mmengine - INFO - Epoch(train) [97][2700/3757] lr: 6.9134e-02 eta: 2 days, 4:49:35 time: 0.3205 data_time: 0.0178 memory: 9201 grad_norm: 2.4810 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8281 loss: 2.8281 2022/08/14 16:09:08 - mmengine - INFO - Epoch(train) [97][2800/3757] lr: 6.9134e-02 eta: 2 days, 4:49:04 time: 0.3231 data_time: 0.0190 memory: 9201 grad_norm: 2.5624 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9140 loss: 2.9140 2022/08/14 16:09:40 - mmengine - INFO - Epoch(train) [97][2900/3757] lr: 6.9134e-02 eta: 2 days, 4:48:33 time: 0.3195 data_time: 0.0174 memory: 9201 grad_norm: 2.5205 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8849 loss: 2.8849 2022/08/14 16:10:13 - mmengine - INFO - Epoch(train) [97][3000/3757] lr: 6.9134e-02 eta: 2 days, 4:48:02 time: 0.3199 data_time: 0.0174 memory: 9201 grad_norm: 2.5452 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.7624 loss: 2.7624 2022/08/14 16:10:45 - mmengine - INFO - Epoch(train) [97][3100/3757] lr: 6.9134e-02 eta: 2 days, 4:47:31 time: 0.3224 data_time: 0.0179 memory: 9201 grad_norm: 2.5258 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9289 loss: 2.9289 2022/08/14 16:11:18 - mmengine - INFO - Epoch(train) [97][3200/3757] lr: 6.9134e-02 eta: 2 days, 4:47:00 time: 0.3224 data_time: 0.0174 memory: 9201 grad_norm: 2.4469 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0088 loss: 3.0088 2022/08/14 16:11:50 - mmengine - INFO - Epoch(train) [97][3300/3757] lr: 6.9134e-02 eta: 2 days, 4:46:28 time: 0.3195 data_time: 0.0178 memory: 9201 grad_norm: 2.5874 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8611 loss: 2.8611 2022/08/14 16:11:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 16:12:22 - mmengine - INFO - Epoch(train) [97][3400/3757] lr: 6.9134e-02 eta: 2 days, 4:45:57 time: 0.3192 data_time: 0.0169 memory: 9201 grad_norm: 2.5093 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6930 loss: 2.6930 2022/08/14 16:12:54 - mmengine - INFO - Epoch(train) [97][3500/3757] lr: 6.9134e-02 eta: 2 days, 4:45:26 time: 0.3221 data_time: 0.0174 memory: 9201 grad_norm: 2.5032 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6434 loss: 2.6434 2022/08/14 16:13:27 - mmengine - INFO - Epoch(train) [97][3600/3757] lr: 6.9134e-02 eta: 2 days, 4:44:55 time: 0.3189 data_time: 0.0171 memory: 9201 grad_norm: 2.5644 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0431 loss: 3.0431 2022/08/14 16:13:59 - mmengine - INFO - Epoch(train) [97][3700/3757] lr: 6.9134e-02 eta: 2 days, 4:44:24 time: 0.3242 data_time: 0.0171 memory: 9201 grad_norm: 2.5375 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8605 loss: 2.8605 2022/08/14 16:14:17 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 16:14:17 - mmengine - INFO - Epoch(train) [97][3757/3757] lr: 6.9134e-02 eta: 2 days, 4:44:11 time: 0.3044 data_time: 0.0162 memory: 9201 grad_norm: 2.5297 top1_acc: 0.1429 top5_acc: 0.4286 loss_cls: 2.9917 loss: 2.9917 2022/08/14 16:14:51 - mmengine - INFO - Epoch(train) [98][100/3757] lr: 6.8566e-02 eta: 2 days, 4:43:29 time: 0.3185 data_time: 0.0165 memory: 9201 grad_norm: 2.5247 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9114 loss: 2.9114 2022/08/14 16:15:24 - mmengine - INFO - Epoch(train) [98][200/3757] lr: 6.8566e-02 eta: 2 days, 4:42:58 time: 0.3244 data_time: 0.0181 memory: 9201 grad_norm: 2.5402 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8894 loss: 2.8894 2022/08/14 16:15:56 - mmengine - INFO - Epoch(train) [98][300/3757] lr: 6.8566e-02 eta: 2 days, 4:42:27 time: 0.3208 data_time: 0.0179 memory: 9201 grad_norm: 2.5960 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8117 loss: 2.8117 2022/08/14 16:16:28 - mmengine - INFO - Epoch(train) [98][400/3757] lr: 6.8566e-02 eta: 2 days, 4:41:56 time: 0.3218 data_time: 0.0189 memory: 9201 grad_norm: 2.5745 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7503 loss: 2.7503 2022/08/14 16:17:00 - mmengine - INFO - Epoch(train) [98][500/3757] lr: 6.8566e-02 eta: 2 days, 4:41:25 time: 0.3194 data_time: 0.0172 memory: 9201 grad_norm: 2.5245 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9177 loss: 2.9177 2022/08/14 16:17:23 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 16:17:33 - mmengine - INFO - Epoch(train) [98][600/3757] lr: 6.8566e-02 eta: 2 days, 4:40:53 time: 0.3206 data_time: 0.0177 memory: 9201 grad_norm: 2.4933 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7550 loss: 2.7550 2022/08/14 16:18:05 - mmengine - INFO - Epoch(train) [98][700/3757] lr: 6.8566e-02 eta: 2 days, 4:40:22 time: 0.3221 data_time: 0.0191 memory: 9201 grad_norm: 2.6075 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7823 loss: 2.7823 2022/08/14 16:18:37 - mmengine - INFO - Epoch(train) [98][800/3757] lr: 6.8566e-02 eta: 2 days, 4:39:51 time: 0.3240 data_time: 0.0187 memory: 9201 grad_norm: 2.5295 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9289 loss: 2.9289 2022/08/14 16:19:10 - mmengine - INFO - Epoch(train) [98][900/3757] lr: 6.8566e-02 eta: 2 days, 4:39:20 time: 0.3208 data_time: 0.0167 memory: 9201 grad_norm: 2.5687 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.8191 loss: 2.8191 2022/08/14 16:19:42 - mmengine - INFO - Epoch(train) [98][1000/3757] lr: 6.8566e-02 eta: 2 days, 4:38:49 time: 0.3202 data_time: 0.0171 memory: 9201 grad_norm: 2.5459 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0422 loss: 3.0422 2022/08/14 16:20:14 - mmengine - INFO - Epoch(train) [98][1100/3757] lr: 6.8566e-02 eta: 2 days, 4:38:18 time: 0.3225 data_time: 0.0178 memory: 9201 grad_norm: 2.4930 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6335 loss: 2.6335 2022/08/14 16:20:47 - mmengine - INFO - Epoch(train) [98][1200/3757] lr: 6.8566e-02 eta: 2 days, 4:37:47 time: 0.3203 data_time: 0.0173 memory: 9201 grad_norm: 2.5199 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.7372 loss: 2.7372 2022/08/14 16:21:19 - mmengine - INFO - Epoch(train) [98][1300/3757] lr: 6.8566e-02 eta: 2 days, 4:37:16 time: 0.3228 data_time: 0.0188 memory: 9201 grad_norm: 2.5586 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6203 loss: 2.6203 2022/08/14 16:21:51 - mmengine - INFO - Epoch(train) [98][1400/3757] lr: 6.8566e-02 eta: 2 days, 4:36:45 time: 0.3209 data_time: 0.0174 memory: 9201 grad_norm: 2.5561 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7611 loss: 2.7611 2022/08/14 16:22:24 - mmengine - INFO - Epoch(train) [98][1500/3757] lr: 6.8566e-02 eta: 2 days, 4:36:14 time: 0.3220 data_time: 0.0166 memory: 9201 grad_norm: 2.5025 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5922 loss: 2.5922 2022/08/14 16:22:47 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 16:22:56 - mmengine - INFO - Epoch(train) [98][1600/3757] lr: 6.8566e-02 eta: 2 days, 4:35:42 time: 0.3205 data_time: 0.0176 memory: 9201 grad_norm: 2.5811 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.9488 loss: 2.9488 2022/08/14 16:23:28 - mmengine - INFO - Epoch(train) [98][1700/3757] lr: 6.8566e-02 eta: 2 days, 4:35:11 time: 0.3205 data_time: 0.0169 memory: 9201 grad_norm: 2.4812 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6839 loss: 2.6839 2022/08/14 16:24:00 - mmengine - INFO - Epoch(train) [98][1800/3757] lr: 6.8566e-02 eta: 2 days, 4:34:40 time: 0.3219 data_time: 0.0174 memory: 9201 grad_norm: 2.4286 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.4899 loss: 2.4899 2022/08/14 16:24:33 - mmengine - INFO - Epoch(train) [98][1900/3757] lr: 6.8566e-02 eta: 2 days, 4:34:09 time: 0.3188 data_time: 0.0165 memory: 9201 grad_norm: 2.6214 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1900 loss: 3.1900 2022/08/14 16:25:05 - mmengine - INFO - Epoch(train) [98][2000/3757] lr: 6.8566e-02 eta: 2 days, 4:33:38 time: 0.3202 data_time: 0.0166 memory: 9201 grad_norm: 2.4881 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.9546 loss: 2.9546 2022/08/14 16:25:37 - mmengine - INFO - Epoch(train) [98][2100/3757] lr: 6.8566e-02 eta: 2 days, 4:33:07 time: 0.3243 data_time: 0.0172 memory: 9201 grad_norm: 2.6374 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8802 loss: 2.8802 2022/08/14 16:26:10 - mmengine - INFO - Epoch(train) [98][2200/3757] lr: 6.8566e-02 eta: 2 days, 4:32:36 time: 0.3211 data_time: 0.0182 memory: 9201 grad_norm: 2.4803 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6948 loss: 2.6948 2022/08/14 16:26:42 - mmengine - INFO - Epoch(train) [98][2300/3757] lr: 6.8566e-02 eta: 2 days, 4:32:04 time: 0.3209 data_time: 0.0166 memory: 9201 grad_norm: 2.5116 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6600 loss: 2.6600 2022/08/14 16:27:14 - mmengine - INFO - Epoch(train) [98][2400/3757] lr: 6.8566e-02 eta: 2 days, 4:31:33 time: 0.3246 data_time: 0.0177 memory: 9201 grad_norm: 2.5277 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 3.0496 loss: 3.0496 2022/08/14 16:27:46 - mmengine - INFO - Epoch(train) [98][2500/3757] lr: 6.8566e-02 eta: 2 days, 4:31:02 time: 0.3219 data_time: 0.0192 memory: 9201 grad_norm: 2.5792 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9874 loss: 2.9874 2022/08/14 16:28:09 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 16:28:19 - mmengine - INFO - Epoch(train) [98][2600/3757] lr: 6.8566e-02 eta: 2 days, 4:30:31 time: 0.3223 data_time: 0.0173 memory: 9201 grad_norm: 2.5153 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8130 loss: 2.8130 2022/08/14 16:28:51 - mmengine - INFO - Epoch(train) [98][2700/3757] lr: 6.8566e-02 eta: 2 days, 4:29:59 time: 0.3199 data_time: 0.0186 memory: 9201 grad_norm: 2.4991 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6794 loss: 2.6794 2022/08/14 16:29:23 - mmengine - INFO - Epoch(train) [98][2800/3757] lr: 6.8566e-02 eta: 2 days, 4:29:28 time: 0.3205 data_time: 0.0175 memory: 9201 grad_norm: 2.5075 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6267 loss: 2.6267 2022/08/14 16:29:55 - mmengine - INFO - Epoch(train) [98][2900/3757] lr: 6.8566e-02 eta: 2 days, 4:28:57 time: 0.3200 data_time: 0.0170 memory: 9201 grad_norm: 2.5268 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.6321 loss: 2.6321 2022/08/14 16:30:28 - mmengine - INFO - Epoch(train) [98][3000/3757] lr: 6.8566e-02 eta: 2 days, 4:28:26 time: 0.3193 data_time: 0.0162 memory: 9201 grad_norm: 2.5360 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1525 loss: 3.1525 2022/08/14 16:31:00 - mmengine - INFO - Epoch(train) [98][3100/3757] lr: 6.8566e-02 eta: 2 days, 4:27:55 time: 0.3209 data_time: 0.0170 memory: 9201 grad_norm: 2.4896 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2517 loss: 3.2517 2022/08/14 16:31:32 - mmengine - INFO - Epoch(train) [98][3200/3757] lr: 6.8566e-02 eta: 2 days, 4:27:24 time: 0.3202 data_time: 0.0168 memory: 9201 grad_norm: 2.5307 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8895 loss: 2.8895 2022/08/14 16:32:05 - mmengine - INFO - Epoch(train) [98][3300/3757] lr: 6.8566e-02 eta: 2 days, 4:26:52 time: 0.3227 data_time: 0.0172 memory: 9201 grad_norm: 2.5430 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6508 loss: 2.6508 2022/08/14 16:32:37 - mmengine - INFO - Epoch(train) [98][3400/3757] lr: 6.8566e-02 eta: 2 days, 4:26:21 time: 0.3210 data_time: 0.0172 memory: 9201 grad_norm: 2.5605 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1461 loss: 3.1461 2022/08/14 16:33:09 - mmengine - INFO - Epoch(train) [98][3500/3757] lr: 6.8566e-02 eta: 2 days, 4:25:50 time: 0.3251 data_time: 0.0186 memory: 9201 grad_norm: 2.5212 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8322 loss: 2.8322 2022/08/14 16:33:32 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 16:33:41 - mmengine - INFO - Epoch(train) [98][3600/3757] lr: 6.8566e-02 eta: 2 days, 4:25:19 time: 0.3204 data_time: 0.0184 memory: 9201 grad_norm: 2.4994 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.9003 loss: 2.9003 2022/08/14 16:34:14 - mmengine - INFO - Epoch(train) [98][3700/3757] lr: 6.8566e-02 eta: 2 days, 4:24:48 time: 0.3195 data_time: 0.0166 memory: 9201 grad_norm: 2.5419 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0680 loss: 3.0680 2022/08/14 16:34:32 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 16:34:32 - mmengine - INFO - Epoch(train) [98][3757/3757] lr: 6.8566e-02 eta: 2 days, 4:24:35 time: 0.3036 data_time: 0.0157 memory: 9201 grad_norm: 2.5893 top1_acc: 0.4286 top5_acc: 0.4286 loss_cls: 3.0119 loss: 3.0119 2022/08/14 16:35:06 - mmengine - INFO - Epoch(train) [99][100/3757] lr: 6.7995e-02 eta: 2 days, 4:23:53 time: 0.3220 data_time: 0.0171 memory: 9201 grad_norm: 2.6049 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0277 loss: 3.0277 2022/08/14 16:35:38 - mmengine - INFO - Epoch(train) [99][200/3757] lr: 6.7995e-02 eta: 2 days, 4:23:22 time: 0.3201 data_time: 0.0171 memory: 9201 grad_norm: 2.5324 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8969 loss: 2.8969 2022/08/14 16:36:11 - mmengine - INFO - Epoch(train) [99][300/3757] lr: 6.7995e-02 eta: 2 days, 4:22:51 time: 0.3239 data_time: 0.0177 memory: 9201 grad_norm: 2.5581 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0214 loss: 3.0214 2022/08/14 16:36:43 - mmengine - INFO - Epoch(train) [99][400/3757] lr: 6.7995e-02 eta: 2 days, 4:22:20 time: 0.3216 data_time: 0.0187 memory: 9201 grad_norm: 2.6417 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.8346 loss: 2.8346 2022/08/14 16:37:15 - mmengine - INFO - Epoch(train) [99][500/3757] lr: 6.7995e-02 eta: 2 days, 4:21:49 time: 0.3211 data_time: 0.0172 memory: 9201 grad_norm: 2.5966 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8446 loss: 2.8446 2022/08/14 16:37:48 - mmengine - INFO - Epoch(train) [99][600/3757] lr: 6.7995e-02 eta: 2 days, 4:21:18 time: 0.3225 data_time: 0.0171 memory: 9201 grad_norm: 2.5765 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7019 loss: 2.7019 2022/08/14 16:38:20 - mmengine - INFO - Epoch(train) [99][700/3757] lr: 6.7995e-02 eta: 2 days, 4:20:46 time: 0.3204 data_time: 0.0173 memory: 9201 grad_norm: 2.5422 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8579 loss: 2.8579 2022/08/14 16:38:52 - mmengine - INFO - Epoch(train) [99][800/3757] lr: 6.7995e-02 eta: 2 days, 4:20:15 time: 0.3191 data_time: 0.0171 memory: 9201 grad_norm: 2.5920 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8639 loss: 2.8639 2022/08/14 16:38:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 16:39:24 - mmengine - INFO - Epoch(train) [99][900/3757] lr: 6.7995e-02 eta: 2 days, 4:19:44 time: 0.3206 data_time: 0.0177 memory: 9201 grad_norm: 2.4971 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7534 loss: 2.7534 2022/08/14 16:39:57 - mmengine - INFO - Epoch(train) [99][1000/3757] lr: 6.7995e-02 eta: 2 days, 4:19:13 time: 0.3212 data_time: 0.0184 memory: 9201 grad_norm: 2.6449 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0949 loss: 3.0949 2022/08/14 16:40:29 - mmengine - INFO - Epoch(train) [99][1100/3757] lr: 6.7995e-02 eta: 2 days, 4:18:41 time: 0.3197 data_time: 0.0174 memory: 9201 grad_norm: 2.5186 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0260 loss: 3.0260 2022/08/14 16:41:01 - mmengine - INFO - Epoch(train) [99][1200/3757] lr: 6.7995e-02 eta: 2 days, 4:18:10 time: 0.3238 data_time: 0.0188 memory: 9201 grad_norm: 2.4752 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5518 loss: 2.5518 2022/08/14 16:41:33 - mmengine - INFO - Epoch(train) [99][1300/3757] lr: 6.7995e-02 eta: 2 days, 4:17:39 time: 0.3195 data_time: 0.0174 memory: 9201 grad_norm: 2.6474 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1667 loss: 3.1667 2022/08/14 16:42:06 - mmengine - INFO - Epoch(train) [99][1400/3757] lr: 6.7995e-02 eta: 2 days, 4:17:08 time: 0.3207 data_time: 0.0179 memory: 9201 grad_norm: 2.5109 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9085 loss: 2.9085 2022/08/14 16:42:38 - mmengine - INFO - Epoch(train) [99][1500/3757] lr: 6.7995e-02 eta: 2 days, 4:16:36 time: 0.3221 data_time: 0.0181 memory: 9201 grad_norm: 2.5786 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7470 loss: 2.7470 2022/08/14 16:43:10 - mmengine - INFO - Epoch(train) [99][1600/3757] lr: 6.7995e-02 eta: 2 days, 4:16:05 time: 0.3192 data_time: 0.0163 memory: 9201 grad_norm: 2.5064 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8010 loss: 2.8010 2022/08/14 16:43:42 - mmengine - INFO - Epoch(train) [99][1700/3757] lr: 6.7995e-02 eta: 2 days, 4:15:34 time: 0.3210 data_time: 0.0174 memory: 9201 grad_norm: 2.5525 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6576 loss: 2.6576 2022/08/14 16:44:15 - mmengine - INFO - Epoch(train) [99][1800/3757] lr: 6.7995e-02 eta: 2 days, 4:15:03 time: 0.3209 data_time: 0.0178 memory: 9201 grad_norm: 2.5937 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0110 loss: 3.0110 2022/08/14 16:44:19 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 16:44:47 - mmengine - INFO - Epoch(train) [99][1900/3757] lr: 6.7995e-02 eta: 2 days, 4:14:32 time: 0.3186 data_time: 0.0164 memory: 9201 grad_norm: 2.5764 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7816 loss: 2.7816 2022/08/14 16:45:19 - mmengine - INFO - Epoch(train) [99][2000/3757] lr: 6.7995e-02 eta: 2 days, 4:14:01 time: 0.3218 data_time: 0.0182 memory: 9201 grad_norm: 2.5293 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7608 loss: 2.7608 2022/08/14 16:45:52 - mmengine - INFO - Epoch(train) [99][2100/3757] lr: 6.7995e-02 eta: 2 days, 4:13:29 time: 0.3205 data_time: 0.0173 memory: 9201 grad_norm: 2.5252 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5366 loss: 2.5366 2022/08/14 16:46:24 - mmengine - INFO - Epoch(train) [99][2200/3757] lr: 6.7995e-02 eta: 2 days, 4:12:58 time: 0.3204 data_time: 0.0171 memory: 9201 grad_norm: 2.5102 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8355 loss: 2.8355 2022/08/14 16:46:56 - mmengine - INFO - Epoch(train) [99][2300/3757] lr: 6.7995e-02 eta: 2 days, 4:12:27 time: 0.3185 data_time: 0.0174 memory: 9201 grad_norm: 2.6408 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9804 loss: 2.9804 2022/08/14 16:47:29 - mmengine - INFO - Epoch(train) [99][2400/3757] lr: 6.7995e-02 eta: 2 days, 4:11:56 time: 0.3203 data_time: 0.0170 memory: 9201 grad_norm: 2.6761 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0663 loss: 3.0663 2022/08/14 16:48:01 - mmengine - INFO - Epoch(train) [99][2500/3757] lr: 6.7995e-02 eta: 2 days, 4:11:25 time: 0.3196 data_time: 0.0177 memory: 9201 grad_norm: 2.5688 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0209 loss: 3.0209 2022/08/14 16:48:33 - mmengine - INFO - Epoch(train) [99][2600/3757] lr: 6.7995e-02 eta: 2 days, 4:10:53 time: 0.3207 data_time: 0.0184 memory: 9201 grad_norm: 2.5215 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0865 loss: 3.0865 2022/08/14 16:49:05 - mmengine - INFO - Epoch(train) [99][2700/3757] lr: 6.7995e-02 eta: 2 days, 4:10:22 time: 0.3194 data_time: 0.0171 memory: 9201 grad_norm: 2.5773 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0863 loss: 3.0863 2022/08/14 16:49:38 - mmengine - INFO - Epoch(train) [99][2800/3757] lr: 6.7995e-02 eta: 2 days, 4:09:51 time: 0.3333 data_time: 0.0185 memory: 9201 grad_norm: 2.6161 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7001 loss: 2.7001 2022/08/14 16:49:42 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 16:50:10 - mmengine - INFO - Epoch(train) [99][2900/3757] lr: 6.7995e-02 eta: 2 days, 4:09:20 time: 0.3235 data_time: 0.0174 memory: 9201 grad_norm: 2.6068 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7882 loss: 2.7882 2022/08/14 16:50:42 - mmengine - INFO - Epoch(train) [99][3000/3757] lr: 6.7995e-02 eta: 2 days, 4:08:49 time: 0.3196 data_time: 0.0172 memory: 9201 grad_norm: 2.5116 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9344 loss: 2.9344 2022/08/14 16:51:15 - mmengine - INFO - Epoch(train) [99][3100/3757] lr: 6.7995e-02 eta: 2 days, 4:08:18 time: 0.3207 data_time: 0.0178 memory: 9201 grad_norm: 2.5212 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8086 loss: 2.8086 2022/08/14 16:51:47 - mmengine - INFO - Epoch(train) [99][3200/3757] lr: 6.7995e-02 eta: 2 days, 4:07:46 time: 0.3229 data_time: 0.0176 memory: 9201 grad_norm: 2.6488 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9582 loss: 2.9582 2022/08/14 16:52:19 - mmengine - INFO - Epoch(train) [99][3300/3757] lr: 6.7995e-02 eta: 2 days, 4:07:15 time: 0.3209 data_time: 0.0184 memory: 9201 grad_norm: 2.5848 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8413 loss: 2.8413 2022/08/14 16:52:51 - mmengine - INFO - Epoch(train) [99][3400/3757] lr: 6.7995e-02 eta: 2 days, 4:06:44 time: 0.3232 data_time: 0.0185 memory: 9201 grad_norm: 2.4912 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8843 loss: 2.8843 2022/08/14 16:53:24 - mmengine - INFO - Epoch(train) [99][3500/3757] lr: 6.7995e-02 eta: 2 days, 4:06:13 time: 0.3205 data_time: 0.0180 memory: 9201 grad_norm: 2.5120 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8784 loss: 2.8784 2022/08/14 16:53:56 - mmengine - INFO - Epoch(train) [99][3600/3757] lr: 6.7995e-02 eta: 2 days, 4:05:42 time: 0.3203 data_time: 0.0172 memory: 9201 grad_norm: 2.5442 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.7476 loss: 2.7476 2022/08/14 16:54:28 - mmengine - INFO - Epoch(train) [99][3700/3757] lr: 6.7995e-02 eta: 2 days, 4:05:11 time: 0.3234 data_time: 0.0169 memory: 9201 grad_norm: 2.5226 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7494 loss: 2.7494 2022/08/14 16:54:47 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 16:54:47 - mmengine - INFO - Epoch(train) [99][3757/3757] lr: 6.7995e-02 eta: 2 days, 4:04:58 time: 0.3054 data_time: 0.0151 memory: 9201 grad_norm: 2.5793 top1_acc: 0.2857 top5_acc: 0.5714 loss_cls: 3.0030 loss: 3.0030 2022/08/14 16:55:08 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 16:55:22 - mmengine - INFO - Epoch(train) [100][100/3757] lr: 6.7421e-02 eta: 2 days, 4:04:17 time: 0.3204 data_time: 0.0178 memory: 9201 grad_norm: 2.5576 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7276 loss: 2.7276 2022/08/14 16:55:54 - mmengine - INFO - Epoch(train) [100][200/3757] lr: 6.7421e-02 eta: 2 days, 4:03:46 time: 0.3209 data_time: 0.0178 memory: 9201 grad_norm: 2.5443 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8911 loss: 2.8911 2022/08/14 16:56:26 - mmengine - INFO - Epoch(train) [100][300/3757] lr: 6.7421e-02 eta: 2 days, 4:03:15 time: 0.3204 data_time: 0.0167 memory: 9201 grad_norm: 2.5438 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6852 loss: 2.6852 2022/08/14 16:56:58 - mmengine - INFO - Epoch(train) [100][400/3757] lr: 6.7421e-02 eta: 2 days, 4:02:44 time: 0.3239 data_time: 0.0180 memory: 9201 grad_norm: 2.5499 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9978 loss: 2.9978 2022/08/14 16:57:31 - mmengine - INFO - Epoch(train) [100][500/3757] lr: 6.7421e-02 eta: 2 days, 4:02:12 time: 0.3192 data_time: 0.0177 memory: 9201 grad_norm: 2.4930 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7803 loss: 2.7803 2022/08/14 16:58:03 - mmengine - INFO - Epoch(train) [100][600/3757] lr: 6.7421e-02 eta: 2 days, 4:01:42 time: 0.3240 data_time: 0.0168 memory: 9201 grad_norm: 2.6353 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0081 loss: 3.0081 2022/08/14 16:58:35 - mmengine - INFO - Epoch(train) [100][700/3757] lr: 6.7421e-02 eta: 2 days, 4:01:10 time: 0.3200 data_time: 0.0169 memory: 9201 grad_norm: 2.5585 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5162 loss: 2.5162 2022/08/14 16:59:08 - mmengine - INFO - Epoch(train) [100][800/3757] lr: 6.7421e-02 eta: 2 days, 4:00:39 time: 0.3223 data_time: 0.0185 memory: 9201 grad_norm: 2.6078 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8066 loss: 2.8066 2022/08/14 16:59:40 - mmengine - INFO - Epoch(train) [100][900/3757] lr: 6.7421e-02 eta: 2 days, 4:00:08 time: 0.3209 data_time: 0.0173 memory: 9201 grad_norm: 2.5912 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.2018 loss: 3.2018 2022/08/14 17:00:12 - mmengine - INFO - Epoch(train) [100][1000/3757] lr: 6.7421e-02 eta: 2 days, 3:59:37 time: 0.3213 data_time: 0.0183 memory: 9201 grad_norm: 2.5988 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5922 loss: 2.5922 2022/08/14 17:00:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 17:00:45 - mmengine - INFO - Epoch(train) [100][1100/3757] lr: 6.7421e-02 eta: 2 days, 3:59:06 time: 0.3189 data_time: 0.0173 memory: 9201 grad_norm: 2.5843 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2806 loss: 3.2806 2022/08/14 17:01:17 - mmengine - INFO - Epoch(train) [100][1200/3757] lr: 6.7421e-02 eta: 2 days, 3:58:35 time: 0.3199 data_time: 0.0175 memory: 9201 grad_norm: 2.4743 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8180 loss: 2.8180 2022/08/14 17:01:49 - mmengine - INFO - Epoch(train) [100][1300/3757] lr: 6.7421e-02 eta: 2 days, 3:58:03 time: 0.3201 data_time: 0.0179 memory: 9201 grad_norm: 2.5842 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7681 loss: 2.7681 2022/08/14 17:02:21 - mmengine - INFO - Epoch(train) [100][1400/3757] lr: 6.7421e-02 eta: 2 days, 3:57:32 time: 0.3212 data_time: 0.0176 memory: 9201 grad_norm: 2.6120 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8009 loss: 2.8009 2022/08/14 17:02:54 - mmengine - INFO - Epoch(train) [100][1500/3757] lr: 6.7421e-02 eta: 2 days, 3:57:01 time: 0.3210 data_time: 0.0175 memory: 9201 grad_norm: 2.5565 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9001 loss: 2.9001 2022/08/14 17:03:26 - mmengine - INFO - Epoch(train) [100][1600/3757] lr: 6.7421e-02 eta: 2 days, 3:56:30 time: 0.3188 data_time: 0.0163 memory: 9201 grad_norm: 2.6096 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.1603 loss: 3.1603 2022/08/14 17:03:58 - mmengine - INFO - Epoch(train) [100][1700/3757] lr: 6.7421e-02 eta: 2 days, 3:55:59 time: 0.3225 data_time: 0.0187 memory: 9201 grad_norm: 2.5649 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7974 loss: 2.7974 2022/08/14 17:04:31 - mmengine - INFO - Epoch(train) [100][1800/3757] lr: 6.7421e-02 eta: 2 days, 3:55:27 time: 0.3196 data_time: 0.0177 memory: 9201 grad_norm: 2.5822 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9309 loss: 2.9309 2022/08/14 17:05:03 - mmengine - INFO - Epoch(train) [100][1900/3757] lr: 6.7421e-02 eta: 2 days, 3:54:56 time: 0.3213 data_time: 0.0189 memory: 9201 grad_norm: 2.5414 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5510 loss: 2.5510 2022/08/14 17:05:35 - mmengine - INFO - Epoch(train) [100][2000/3757] lr: 6.7421e-02 eta: 2 days, 3:54:25 time: 0.3228 data_time: 0.0177 memory: 9201 grad_norm: 2.5741 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7159 loss: 2.7159 2022/08/14 17:05:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 17:06:08 - mmengine - INFO - Epoch(train) [100][2100/3757] lr: 6.7421e-02 eta: 2 days, 3:53:54 time: 0.3226 data_time: 0.0174 memory: 9201 grad_norm: 2.5721 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7669 loss: 2.7669 2022/08/14 17:06:40 - mmengine - INFO - Epoch(train) [100][2200/3757] lr: 6.7421e-02 eta: 2 days, 3:53:23 time: 0.3227 data_time: 0.0183 memory: 9201 grad_norm: 2.6615 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.9356 loss: 2.9356 2022/08/14 17:07:12 - mmengine - INFO - Epoch(train) [100][2300/3757] lr: 6.7421e-02 eta: 2 days, 3:52:52 time: 0.3209 data_time: 0.0176 memory: 9201 grad_norm: 2.6118 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9092 loss: 2.9092 2022/08/14 17:07:45 - mmengine - INFO - Epoch(train) [100][2400/3757] lr: 6.7421e-02 eta: 2 days, 3:52:21 time: 0.3201 data_time: 0.0172 memory: 9201 grad_norm: 2.5632 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5131 loss: 2.5131 2022/08/14 17:08:17 - mmengine - INFO - Epoch(train) [100][2500/3757] lr: 6.7421e-02 eta: 2 days, 3:51:49 time: 0.3195 data_time: 0.0170 memory: 9201 grad_norm: 2.5736 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9299 loss: 2.9299 2022/08/14 17:08:49 - mmengine - INFO - Epoch(train) [100][2600/3757] lr: 6.7421e-02 eta: 2 days, 3:51:18 time: 0.3205 data_time: 0.0171 memory: 9201 grad_norm: 2.6066 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8862 loss: 2.8862 2022/08/14 17:09:21 - mmengine - INFO - Epoch(train) [100][2700/3757] lr: 6.7421e-02 eta: 2 days, 3:50:47 time: 0.3211 data_time: 0.0190 memory: 9201 grad_norm: 2.5770 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1039 loss: 3.1039 2022/08/14 17:09:54 - mmengine - INFO - Epoch(train) [100][2800/3757] lr: 6.7421e-02 eta: 2 days, 3:50:16 time: 0.3213 data_time: 0.0173 memory: 9201 grad_norm: 2.5297 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9269 loss: 2.9269 2022/08/14 17:10:26 - mmengine - INFO - Epoch(train) [100][2900/3757] lr: 6.7421e-02 eta: 2 days, 3:49:44 time: 0.3194 data_time: 0.0174 memory: 9201 grad_norm: 2.5846 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1370 loss: 3.1370 2022/08/14 17:10:58 - mmengine - INFO - Epoch(train) [100][3000/3757] lr: 6.7421e-02 eta: 2 days, 3:49:13 time: 0.3211 data_time: 0.0168 memory: 9201 grad_norm: 2.6079 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9089 loss: 2.9089 2022/08/14 17:11:17 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 17:11:31 - mmengine - INFO - Epoch(train) [100][3100/3757] lr: 6.7421e-02 eta: 2 days, 3:48:42 time: 0.3208 data_time: 0.0178 memory: 9201 grad_norm: 2.6201 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7931 loss: 2.7931 2022/08/14 17:12:03 - mmengine - INFO - Epoch(train) [100][3200/3757] lr: 6.7421e-02 eta: 2 days, 3:48:11 time: 0.3200 data_time: 0.0178 memory: 9201 grad_norm: 2.5849 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6015 loss: 2.6015 2022/08/14 17:12:35 - mmengine - INFO - Epoch(train) [100][3300/3757] lr: 6.7421e-02 eta: 2 days, 3:47:40 time: 0.3196 data_time: 0.0180 memory: 9201 grad_norm: 2.5618 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8573 loss: 2.8573 2022/08/14 17:13:07 - mmengine - INFO - Epoch(train) [100][3400/3757] lr: 6.7421e-02 eta: 2 days, 3:47:08 time: 0.3185 data_time: 0.0170 memory: 9201 grad_norm: 2.6112 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9899 loss: 2.9899 2022/08/14 17:13:40 - mmengine - INFO - Epoch(train) [100][3500/3757] lr: 6.7421e-02 eta: 2 days, 3:46:37 time: 0.3201 data_time: 0.0182 memory: 9201 grad_norm: 2.5920 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1112 loss: 3.1112 2022/08/14 17:14:12 - mmengine - INFO - Epoch(train) [100][3600/3757] lr: 6.7421e-02 eta: 2 days, 3:46:06 time: 0.3228 data_time: 0.0195 memory: 9201 grad_norm: 2.5527 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4714 loss: 2.4714 2022/08/14 17:14:44 - mmengine - INFO - Epoch(train) [100][3700/3757] lr: 6.7421e-02 eta: 2 days, 3:45:35 time: 0.3208 data_time: 0.0168 memory: 9201 grad_norm: 2.5424 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7348 loss: 2.7348 2022/08/14 17:15:02 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 17:15:02 - mmengine - INFO - Epoch(train) [100][3757/3757] lr: 6.7421e-02 eta: 2 days, 3:45:22 time: 0.3066 data_time: 0.0158 memory: 9201 grad_norm: 2.5371 top1_acc: 0.1429 top5_acc: 0.5714 loss_cls: 3.1936 loss: 3.1936 2022/08/14 17:15:02 - mmengine - INFO - Saving checkpoint at 100 epochs 2022/08/14 17:15:29 - mmengine - INFO - Epoch(val) [100][100/310] eta: 0:00:43 time: 0.2075 data_time: 0.0970 memory: 1522 2022/08/14 17:15:50 - mmengine - INFO - Epoch(val) [100][200/310] eta: 0:00:20 time: 0.1838 data_time: 0.0746 memory: 1522 2022/08/14 17:16:10 - mmengine - INFO - Epoch(val) [100][300/310] eta: 0:00:01 time: 0.1500 data_time: 0.0589 memory: 1522 2022/08/14 17:16:12 - mmengine - INFO - Epoch(val) [100][310/310] acc/top1: 0.4079 acc/top5: 0.6831 acc/mean1: 0.4078 2022/08/14 17:16:47 - mmengine - INFO - Epoch(train) [101][100/3757] lr: 6.6844e-02 eta: 2 days, 3:44:41 time: 0.3197 data_time: 0.0172 memory: 9201 grad_norm: 2.4900 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9541 loss: 2.9541 2022/08/14 17:17:19 - mmengine - INFO - Epoch(train) [101][200/3757] lr: 6.6844e-02 eta: 2 days, 3:44:10 time: 0.3204 data_time: 0.0164 memory: 9201 grad_norm: 2.5973 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9624 loss: 2.9624 2022/08/14 17:17:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 17:17:52 - mmengine - INFO - Epoch(train) [101][300/3757] lr: 6.6844e-02 eta: 2 days, 3:43:38 time: 0.3226 data_time: 0.0188 memory: 9201 grad_norm: 2.5151 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6934 loss: 2.6934 2022/08/14 17:18:24 - mmengine - INFO - Epoch(train) [101][400/3757] lr: 6.6844e-02 eta: 2 days, 3:43:07 time: 0.3226 data_time: 0.0183 memory: 9201 grad_norm: 2.6142 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5636 loss: 2.5636 2022/08/14 17:18:56 - mmengine - INFO - Epoch(train) [101][500/3757] lr: 6.6844e-02 eta: 2 days, 3:42:36 time: 0.3221 data_time: 0.0182 memory: 9201 grad_norm: 2.6532 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1226 loss: 3.1226 2022/08/14 17:19:29 - mmengine - INFO - Epoch(train) [101][600/3757] lr: 6.6844e-02 eta: 2 days, 3:42:05 time: 0.3186 data_time: 0.0167 memory: 9201 grad_norm: 2.6560 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.0424 loss: 3.0424 2022/08/14 17:20:01 - mmengine - INFO - Epoch(train) [101][700/3757] lr: 6.6844e-02 eta: 2 days, 3:41:34 time: 0.3202 data_time: 0.0183 memory: 9201 grad_norm: 2.5565 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0115 loss: 3.0115 2022/08/14 17:20:33 - mmengine - INFO - Epoch(train) [101][800/3757] lr: 6.6844e-02 eta: 2 days, 3:41:03 time: 0.3260 data_time: 0.0178 memory: 9201 grad_norm: 2.4917 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5712 loss: 2.5712 2022/08/14 17:21:06 - mmengine - INFO - Epoch(train) [101][900/3757] lr: 6.6844e-02 eta: 2 days, 3:40:32 time: 0.3203 data_time: 0.0176 memory: 9201 grad_norm: 2.5839 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7348 loss: 2.7348 2022/08/14 17:21:38 - mmengine - INFO - Epoch(train) [101][1000/3757] lr: 6.6844e-02 eta: 2 days, 3:40:01 time: 0.3196 data_time: 0.0171 memory: 9201 grad_norm: 2.6016 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.0874 loss: 3.0874 2022/08/14 17:22:10 - mmengine - INFO - Epoch(train) [101][1100/3757] lr: 6.6844e-02 eta: 2 days, 3:39:29 time: 0.3188 data_time: 0.0168 memory: 9201 grad_norm: 2.5520 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9594 loss: 2.9594 2022/08/14 17:22:43 - mmengine - INFO - Epoch(train) [101][1200/3757] lr: 6.6844e-02 eta: 2 days, 3:38:58 time: 0.3251 data_time: 0.0182 memory: 9201 grad_norm: 2.4914 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6606 loss: 2.6606 2022/08/14 17:23:15 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 17:23:15 - mmengine - INFO - Epoch(train) [101][1300/3757] lr: 6.6844e-02 eta: 2 days, 3:38:27 time: 0.3210 data_time: 0.0174 memory: 9201 grad_norm: 2.6380 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0522 loss: 3.0522 2022/08/14 17:23:47 - mmengine - INFO - Epoch(train) [101][1400/3757] lr: 6.6844e-02 eta: 2 days, 3:37:56 time: 0.3222 data_time: 0.0171 memory: 9201 grad_norm: 2.5746 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5987 loss: 2.5987 2022/08/14 17:24:20 - mmengine - INFO - Epoch(train) [101][1500/3757] lr: 6.6844e-02 eta: 2 days, 3:37:25 time: 0.3234 data_time: 0.0175 memory: 9201 grad_norm: 2.6602 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0875 loss: 3.0875 2022/08/14 17:24:52 - mmengine - INFO - Epoch(train) [101][1600/3757] lr: 6.6844e-02 eta: 2 days, 3:36:54 time: 0.3223 data_time: 0.0181 memory: 9201 grad_norm: 2.5975 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7321 loss: 2.7321 2022/08/14 17:25:24 - mmengine - INFO - Epoch(train) [101][1700/3757] lr: 6.6844e-02 eta: 2 days, 3:36:23 time: 0.3208 data_time: 0.0170 memory: 9201 grad_norm: 2.5981 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.6984 loss: 2.6984 2022/08/14 17:25:57 - mmengine - INFO - Epoch(train) [101][1800/3757] lr: 6.6844e-02 eta: 2 days, 3:35:51 time: 0.3201 data_time: 0.0172 memory: 9201 grad_norm: 2.5916 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8828 loss: 2.8828 2022/08/14 17:26:29 - mmengine - INFO - Epoch(train) [101][1900/3757] lr: 6.6844e-02 eta: 2 days, 3:35:20 time: 0.3190 data_time: 0.0165 memory: 9201 grad_norm: 2.6404 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7348 loss: 2.7348 2022/08/14 17:27:01 - mmengine - INFO - Epoch(train) [101][2000/3757] lr: 6.6844e-02 eta: 2 days, 3:34:49 time: 0.3214 data_time: 0.0166 memory: 9201 grad_norm: 2.5874 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8114 loss: 2.8114 2022/08/14 17:27:34 - mmengine - INFO - Epoch(train) [101][2100/3757] lr: 6.6844e-02 eta: 2 days, 3:34:19 time: 0.3231 data_time: 0.0174 memory: 9201 grad_norm: 2.5901 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8568 loss: 2.8568 2022/08/14 17:28:06 - mmengine - INFO - Epoch(train) [101][2200/3757] lr: 6.6844e-02 eta: 2 days, 3:33:47 time: 0.3204 data_time: 0.0176 memory: 9201 grad_norm: 2.5265 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8839 loss: 2.8839 2022/08/14 17:28:39 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 17:28:39 - mmengine - INFO - Epoch(train) [101][2300/3757] lr: 6.6844e-02 eta: 2 days, 3:33:16 time: 0.3208 data_time: 0.0181 memory: 9201 grad_norm: 2.5534 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2883 loss: 3.2883 2022/08/14 17:29:11 - mmengine - INFO - Epoch(train) [101][2400/3757] lr: 6.6844e-02 eta: 2 days, 3:32:45 time: 0.3233 data_time: 0.0180 memory: 9201 grad_norm: 2.5718 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0822 loss: 3.0822 2022/08/14 17:29:43 - mmengine - INFO - Epoch(train) [101][2500/3757] lr: 6.6844e-02 eta: 2 days, 3:32:14 time: 0.3202 data_time: 0.0178 memory: 9201 grad_norm: 2.5976 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7359 loss: 2.7359 2022/08/14 17:30:16 - mmengine - INFO - Epoch(train) [101][2600/3757] lr: 6.6844e-02 eta: 2 days, 3:31:43 time: 0.3278 data_time: 0.0190 memory: 9201 grad_norm: 2.5961 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9556 loss: 2.9556 2022/08/14 17:30:48 - mmengine - INFO - Epoch(train) [101][2700/3757] lr: 6.6844e-02 eta: 2 days, 3:31:12 time: 0.3198 data_time: 0.0170 memory: 9201 grad_norm: 2.5852 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4630 loss: 2.4630 2022/08/14 17:31:20 - mmengine - INFO - Epoch(train) [101][2800/3757] lr: 6.6844e-02 eta: 2 days, 3:30:40 time: 0.3205 data_time: 0.0177 memory: 9201 grad_norm: 2.5628 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8432 loss: 2.8432 2022/08/14 17:31:52 - mmengine - INFO - Epoch(train) [101][2900/3757] lr: 6.6844e-02 eta: 2 days, 3:30:09 time: 0.3212 data_time: 0.0179 memory: 9201 grad_norm: 2.5646 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9327 loss: 2.9327 2022/08/14 17:32:25 - mmengine - INFO - Epoch(train) [101][3000/3757] lr: 6.6844e-02 eta: 2 days, 3:29:38 time: 0.3205 data_time: 0.0180 memory: 9201 grad_norm: 2.5216 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9292 loss: 2.9292 2022/08/14 17:32:57 - mmengine - INFO - Epoch(train) [101][3100/3757] lr: 6.6844e-02 eta: 2 days, 3:29:07 time: 0.3211 data_time: 0.0185 memory: 9201 grad_norm: 2.6426 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.7702 loss: 2.7702 2022/08/14 17:33:29 - mmengine - INFO - Epoch(train) [101][3200/3757] lr: 6.6844e-02 eta: 2 days, 3:28:35 time: 0.3195 data_time: 0.0165 memory: 9201 grad_norm: 2.5426 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7538 loss: 2.7538 2022/08/14 17:34:02 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 17:34:02 - mmengine - INFO - Epoch(train) [101][3300/3757] lr: 6.6844e-02 eta: 2 days, 3:28:04 time: 0.3195 data_time: 0.0175 memory: 9201 grad_norm: 2.6126 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1718 loss: 3.1718 2022/08/14 17:34:34 - mmengine - INFO - Epoch(train) [101][3400/3757] lr: 6.6844e-02 eta: 2 days, 3:27:33 time: 0.3253 data_time: 0.0182 memory: 9201 grad_norm: 2.5197 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0697 loss: 3.0697 2022/08/14 17:35:06 - mmengine - INFO - Epoch(train) [101][3500/3757] lr: 6.6844e-02 eta: 2 days, 3:27:02 time: 0.3213 data_time: 0.0177 memory: 9201 grad_norm: 2.5625 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.9110 loss: 2.9110 2022/08/14 17:35:39 - mmengine - INFO - Epoch(train) [101][3600/3757] lr: 6.6844e-02 eta: 2 days, 3:26:31 time: 0.3205 data_time: 0.0179 memory: 9201 grad_norm: 2.5641 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2363 loss: 3.2363 2022/08/14 17:36:11 - mmengine - INFO - Epoch(train) [101][3700/3757] lr: 6.6844e-02 eta: 2 days, 3:26:00 time: 0.3226 data_time: 0.0168 memory: 9201 grad_norm: 2.6334 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0103 loss: 3.0103 2022/08/14 17:36:29 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 17:36:29 - mmengine - INFO - Epoch(train) [101][3757/3757] lr: 6.6844e-02 eta: 2 days, 3:25:47 time: 0.3042 data_time: 0.0163 memory: 9201 grad_norm: 2.5718 top1_acc: 0.7143 top5_acc: 0.7143 loss_cls: 2.8613 loss: 2.8613 2022/08/14 17:37:04 - mmengine - INFO - Epoch(train) [102][100/3757] lr: 6.6266e-02 eta: 2 days, 3:25:06 time: 0.3200 data_time: 0.0175 memory: 9201 grad_norm: 2.6105 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1503 loss: 3.1503 2022/08/14 17:37:36 - mmengine - INFO - Epoch(train) [102][200/3757] lr: 6.6266e-02 eta: 2 days, 3:24:35 time: 0.3243 data_time: 0.0179 memory: 9201 grad_norm: 2.6068 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0744 loss: 3.0744 2022/08/14 17:38:08 - mmengine - INFO - Epoch(train) [102][300/3757] lr: 6.6266e-02 eta: 2 days, 3:24:03 time: 0.3202 data_time: 0.0168 memory: 9201 grad_norm: 2.5907 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0634 loss: 3.0634 2022/08/14 17:38:41 - mmengine - INFO - Epoch(train) [102][400/3757] lr: 6.6266e-02 eta: 2 days, 3:23:32 time: 0.3206 data_time: 0.0174 memory: 9201 grad_norm: 2.5227 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8357 loss: 2.8357 2022/08/14 17:39:13 - mmengine - INFO - Epoch(train) [102][500/3757] lr: 6.6266e-02 eta: 2 days, 3:23:01 time: 0.3228 data_time: 0.0189 memory: 9201 grad_norm: 2.5511 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7449 loss: 2.7449 2022/08/14 17:39:27 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 17:39:45 - mmengine - INFO - Epoch(train) [102][600/3757] lr: 6.6266e-02 eta: 2 days, 3:22:30 time: 0.3199 data_time: 0.0170 memory: 9201 grad_norm: 2.5583 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 3.0040 loss: 3.0040 2022/08/14 17:40:18 - mmengine - INFO - Epoch(train) [102][700/3757] lr: 6.6266e-02 eta: 2 days, 3:21:59 time: 0.3303 data_time: 0.0179 memory: 9201 grad_norm: 2.5494 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9125 loss: 2.9125 2022/08/14 17:40:50 - mmengine - INFO - Epoch(train) [102][800/3757] lr: 6.6266e-02 eta: 2 days, 3:21:27 time: 0.3203 data_time: 0.0171 memory: 9201 grad_norm: 2.5525 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7487 loss: 2.7487 2022/08/14 17:41:22 - mmengine - INFO - Epoch(train) [102][900/3757] lr: 6.6266e-02 eta: 2 days, 3:20:56 time: 0.3218 data_time: 0.0172 memory: 9201 grad_norm: 2.6263 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8255 loss: 2.8255 2022/08/14 17:41:55 - mmengine - INFO - Epoch(train) [102][1000/3757] lr: 6.6266e-02 eta: 2 days, 3:20:25 time: 0.3221 data_time: 0.0182 memory: 9201 grad_norm: 2.6320 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9924 loss: 2.9924 2022/08/14 17:42:27 - mmengine - INFO - Epoch(train) [102][1100/3757] lr: 6.6266e-02 eta: 2 days, 3:19:54 time: 0.3220 data_time: 0.0184 memory: 9201 grad_norm: 2.4905 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8359 loss: 2.8359 2022/08/14 17:42:59 - mmengine - INFO - Epoch(train) [102][1200/3757] lr: 6.6266e-02 eta: 2 days, 3:19:23 time: 0.3210 data_time: 0.0174 memory: 9201 grad_norm: 2.5720 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9271 loss: 2.9271 2022/08/14 17:43:32 - mmengine - INFO - Epoch(train) [102][1300/3757] lr: 6.6266e-02 eta: 2 days, 3:18:52 time: 0.3234 data_time: 0.0179 memory: 9201 grad_norm: 2.6178 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8422 loss: 2.8422 2022/08/14 17:44:04 - mmengine - INFO - Epoch(train) [102][1400/3757] lr: 6.6266e-02 eta: 2 days, 3:18:21 time: 0.3194 data_time: 0.0183 memory: 9201 grad_norm: 2.6177 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7617 loss: 2.7617 2022/08/14 17:44:36 - mmengine - INFO - Epoch(train) [102][1500/3757] lr: 6.6266e-02 eta: 2 days, 3:17:49 time: 0.3223 data_time: 0.0172 memory: 9201 grad_norm: 2.5937 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9861 loss: 2.9861 2022/08/14 17:44:50 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 17:45:09 - mmengine - INFO - Epoch(train) [102][1600/3757] lr: 6.6266e-02 eta: 2 days, 3:17:18 time: 0.3199 data_time: 0.0165 memory: 9201 grad_norm: 2.5664 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.8394 loss: 2.8394 2022/08/14 17:45:41 - mmengine - INFO - Epoch(train) [102][1700/3757] lr: 6.6266e-02 eta: 2 days, 3:16:47 time: 0.3210 data_time: 0.0176 memory: 9201 grad_norm: 2.5567 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9116 loss: 2.9116 2022/08/14 17:46:13 - mmengine - INFO - Epoch(train) [102][1800/3757] lr: 6.6266e-02 eta: 2 days, 3:16:16 time: 0.3215 data_time: 0.0176 memory: 9201 grad_norm: 2.6572 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6047 loss: 2.6047 2022/08/14 17:46:46 - mmengine - INFO - Epoch(train) [102][1900/3757] lr: 6.6266e-02 eta: 2 days, 3:15:45 time: 0.3214 data_time: 0.0184 memory: 9201 grad_norm: 2.5981 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9584 loss: 2.9584 2022/08/14 17:47:18 - mmengine - INFO - Epoch(train) [102][2000/3757] lr: 6.6266e-02 eta: 2 days, 3:15:14 time: 0.3223 data_time: 0.0181 memory: 9201 grad_norm: 2.5909 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.8152 loss: 2.8152 2022/08/14 17:47:50 - mmengine - INFO - Epoch(train) [102][2100/3757] lr: 6.6266e-02 eta: 2 days, 3:14:42 time: 0.3195 data_time: 0.0176 memory: 9201 grad_norm: 2.6386 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8778 loss: 2.8778 2022/08/14 17:48:22 - mmengine - INFO - Epoch(train) [102][2200/3757] lr: 6.6266e-02 eta: 2 days, 3:14:11 time: 0.3198 data_time: 0.0163 memory: 9201 grad_norm: 2.4692 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7825 loss: 2.7825 2022/08/14 17:48:55 - mmengine - INFO - Epoch(train) [102][2300/3757] lr: 6.6266e-02 eta: 2 days, 3:13:40 time: 0.3235 data_time: 0.0184 memory: 9201 grad_norm: 2.5906 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7767 loss: 2.7767 2022/08/14 17:49:27 - mmengine - INFO - Epoch(train) [102][2400/3757] lr: 6.6266e-02 eta: 2 days, 3:13:09 time: 0.3250 data_time: 0.0159 memory: 9201 grad_norm: 2.5296 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8186 loss: 2.8186 2022/08/14 17:49:59 - mmengine - INFO - Epoch(train) [102][2500/3757] lr: 6.6266e-02 eta: 2 days, 3:12:37 time: 0.3202 data_time: 0.0176 memory: 9201 grad_norm: 2.6253 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.0022 loss: 3.0022 2022/08/14 17:50:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 17:50:32 - mmengine - INFO - Epoch(train) [102][2600/3757] lr: 6.6266e-02 eta: 2 days, 3:12:06 time: 0.3195 data_time: 0.0170 memory: 9201 grad_norm: 2.5740 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 3.0963 loss: 3.0963 2022/08/14 17:51:04 - mmengine - INFO - Epoch(train) [102][2700/3757] lr: 6.6266e-02 eta: 2 days, 3:11:35 time: 0.3226 data_time: 0.0161 memory: 9201 grad_norm: 2.6016 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7449 loss: 2.7449 2022/08/14 17:51:37 - mmengine - INFO - Epoch(train) [102][2800/3757] lr: 6.6266e-02 eta: 2 days, 3:11:05 time: 0.3227 data_time: 0.0193 memory: 9201 grad_norm: 2.6197 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8459 loss: 2.8459 2022/08/14 17:52:09 - mmengine - INFO - Epoch(train) [102][2900/3757] lr: 6.6266e-02 eta: 2 days, 3:10:34 time: 0.3193 data_time: 0.0172 memory: 9201 grad_norm: 2.6329 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1357 loss: 3.1357 2022/08/14 17:52:42 - mmengine - INFO - Epoch(train) [102][3000/3757] lr: 6.6266e-02 eta: 2 days, 3:10:03 time: 0.3210 data_time: 0.0179 memory: 9201 grad_norm: 2.5987 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7901 loss: 2.7901 2022/08/14 17:53:14 - mmengine - INFO - Epoch(train) [102][3100/3757] lr: 6.6266e-02 eta: 2 days, 3:09:32 time: 0.3223 data_time: 0.0169 memory: 9201 grad_norm: 2.5535 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0916 loss: 3.0916 2022/08/14 17:53:46 - mmengine - INFO - Epoch(train) [102][3200/3757] lr: 6.6266e-02 eta: 2 days, 3:09:01 time: 0.3207 data_time: 0.0186 memory: 9201 grad_norm: 2.6215 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7014 loss: 2.7014 2022/08/14 17:54:19 - mmengine - INFO - Epoch(train) [102][3300/3757] lr: 6.6266e-02 eta: 2 days, 3:08:29 time: 0.3219 data_time: 0.0172 memory: 9201 grad_norm: 2.5164 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6627 loss: 2.6627 2022/08/14 17:54:51 - mmengine - INFO - Epoch(train) [102][3400/3757] lr: 6.6266e-02 eta: 2 days, 3:07:58 time: 0.3199 data_time: 0.0174 memory: 9201 grad_norm: 2.6035 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9201 loss: 2.9201 2022/08/14 17:55:24 - mmengine - INFO - Epoch(train) [102][3500/3757] lr: 6.6266e-02 eta: 2 days, 3:07:27 time: 0.3195 data_time: 0.0165 memory: 9201 grad_norm: 2.5451 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8956 loss: 2.8956 2022/08/14 17:55:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 17:55:56 - mmengine - INFO - Epoch(train) [102][3600/3757] lr: 6.6266e-02 eta: 2 days, 3:06:56 time: 0.3217 data_time: 0.0185 memory: 9201 grad_norm: 2.5934 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8624 loss: 2.8624 2022/08/14 17:56:28 - mmengine - INFO - Epoch(train) [102][3700/3757] lr: 6.6266e-02 eta: 2 days, 3:06:25 time: 0.3205 data_time: 0.0162 memory: 9201 grad_norm: 2.5392 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7207 loss: 2.7207 2022/08/14 17:56:46 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 17:56:46 - mmengine - INFO - Epoch(train) [102][3757/3757] lr: 6.6266e-02 eta: 2 days, 3:06:12 time: 0.3097 data_time: 0.0156 memory: 9201 grad_norm: 2.6225 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 2.9509 loss: 2.9509 2022/08/14 17:57:21 - mmengine - INFO - Epoch(train) [103][100/3757] lr: 6.5684e-02 eta: 2 days, 3:05:31 time: 0.3210 data_time: 0.0178 memory: 9201 grad_norm: 2.6531 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9464 loss: 2.9464 2022/08/14 17:57:53 - mmengine - INFO - Epoch(train) [103][200/3757] lr: 6.5684e-02 eta: 2 days, 3:05:00 time: 0.3222 data_time: 0.0180 memory: 9201 grad_norm: 2.6311 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6047 loss: 2.6047 2022/08/14 17:58:26 - mmengine - INFO - Epoch(train) [103][300/3757] lr: 6.5684e-02 eta: 2 days, 3:04:28 time: 0.3210 data_time: 0.0175 memory: 9201 grad_norm: 2.6374 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9617 loss: 2.9617 2022/08/14 17:58:58 - mmengine - INFO - Epoch(train) [103][400/3757] lr: 6.5684e-02 eta: 2 days, 3:03:57 time: 0.3243 data_time: 0.0170 memory: 9201 grad_norm: 2.4827 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7312 loss: 2.7312 2022/08/14 17:59:30 - mmengine - INFO - Epoch(train) [103][500/3757] lr: 6.5684e-02 eta: 2 days, 3:03:26 time: 0.3201 data_time: 0.0169 memory: 9201 grad_norm: 2.6234 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.8016 loss: 2.8016 2022/08/14 18:00:06 - mmengine - INFO - Epoch(train) [103][600/3757] lr: 6.5684e-02 eta: 2 days, 3:02:59 time: 0.4708 data_time: 0.0184 memory: 9201 grad_norm: 2.5652 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9324 loss: 2.9324 2022/08/14 18:00:38 - mmengine - INFO - Epoch(train) [103][700/3757] lr: 6.5684e-02 eta: 2 days, 3:02:28 time: 0.3225 data_time: 0.0180 memory: 9201 grad_norm: 2.5650 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6937 loss: 2.6937 2022/08/14 18:01:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 18:01:10 - mmengine - INFO - Epoch(train) [103][800/3757] lr: 6.5684e-02 eta: 2 days, 3:01:57 time: 0.3196 data_time: 0.0171 memory: 9201 grad_norm: 2.5245 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9170 loss: 2.9170 2022/08/14 18:01:42 - mmengine - INFO - Epoch(train) [103][900/3757] lr: 6.5684e-02 eta: 2 days, 3:01:26 time: 0.3210 data_time: 0.0172 memory: 9201 grad_norm: 2.6128 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9135 loss: 2.9135 2022/08/14 18:02:15 - mmengine - INFO - Epoch(train) [103][1000/3757] lr: 6.5684e-02 eta: 2 days, 3:00:54 time: 0.3193 data_time: 0.0158 memory: 9201 grad_norm: 2.5201 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1887 loss: 3.1887 2022/08/14 18:02:47 - mmengine - INFO - Epoch(train) [103][1100/3757] lr: 6.5684e-02 eta: 2 days, 3:00:23 time: 0.3335 data_time: 0.0174 memory: 9201 grad_norm: 2.5299 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1572 loss: 3.1572 2022/08/14 18:03:19 - mmengine - INFO - Epoch(train) [103][1200/3757] lr: 6.5684e-02 eta: 2 days, 2:59:52 time: 0.3203 data_time: 0.0171 memory: 9201 grad_norm: 2.6475 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6975 loss: 2.6975 2022/08/14 18:03:52 - mmengine - INFO - Epoch(train) [103][1300/3757] lr: 6.5684e-02 eta: 2 days, 2:59:21 time: 0.3200 data_time: 0.0175 memory: 9201 grad_norm: 2.5766 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.9371 loss: 2.9371 2022/08/14 18:04:24 - mmengine - INFO - Epoch(train) [103][1400/3757] lr: 6.5684e-02 eta: 2 days, 2:58:50 time: 0.3200 data_time: 0.0168 memory: 9201 grad_norm: 2.6230 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7550 loss: 2.7550 2022/08/14 18:04:56 - mmengine - INFO - Epoch(train) [103][1500/3757] lr: 6.5684e-02 eta: 2 days, 2:58:19 time: 0.3210 data_time: 0.0180 memory: 9201 grad_norm: 2.6557 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0630 loss: 3.0630 2022/08/14 18:05:29 - mmengine - INFO - Epoch(train) [103][1600/3757] lr: 6.5684e-02 eta: 2 days, 2:57:47 time: 0.3206 data_time: 0.0170 memory: 9201 grad_norm: 2.5585 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 2.9580 loss: 2.9580 2022/08/14 18:06:01 - mmengine - INFO - Epoch(train) [103][1700/3757] lr: 6.5684e-02 eta: 2 days, 2:57:16 time: 0.3201 data_time: 0.0171 memory: 9201 grad_norm: 2.5034 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7245 loss: 2.7245 2022/08/14 18:06:29 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 18:06:33 - mmengine - INFO - Epoch(train) [103][1800/3757] lr: 6.5684e-02 eta: 2 days, 2:56:45 time: 0.3196 data_time: 0.0174 memory: 9201 grad_norm: 2.5134 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8258 loss: 2.8258 2022/08/14 18:07:06 - mmengine - INFO - Epoch(train) [103][1900/3757] lr: 6.5684e-02 eta: 2 days, 2:56:13 time: 0.3207 data_time: 0.0179 memory: 9201 grad_norm: 2.5866 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0359 loss: 3.0359 2022/08/14 18:07:38 - mmengine - INFO - Epoch(train) [103][2000/3757] lr: 6.5684e-02 eta: 2 days, 2:55:42 time: 0.3221 data_time: 0.0187 memory: 9201 grad_norm: 2.5027 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9841 loss: 2.9841 2022/08/14 18:08:10 - mmengine - INFO - Epoch(train) [103][2100/3757] lr: 6.5684e-02 eta: 2 days, 2:55:11 time: 0.3220 data_time: 0.0177 memory: 9201 grad_norm: 2.5969 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9641 loss: 2.9641 2022/08/14 18:08:42 - mmengine - INFO - Epoch(train) [103][2200/3757] lr: 6.5684e-02 eta: 2 days, 2:54:40 time: 0.3213 data_time: 0.0175 memory: 9201 grad_norm: 2.5494 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8371 loss: 2.8371 2022/08/14 18:09:15 - mmengine - INFO - Epoch(train) [103][2300/3757] lr: 6.5684e-02 eta: 2 days, 2:54:09 time: 0.3228 data_time: 0.0182 memory: 9201 grad_norm: 2.5860 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8562 loss: 2.8562 2022/08/14 18:09:47 - mmengine - INFO - Epoch(train) [103][2400/3757] lr: 6.5684e-02 eta: 2 days, 2:53:38 time: 0.3256 data_time: 0.0190 memory: 9201 grad_norm: 2.6559 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0630 loss: 3.0630 2022/08/14 18:10:20 - mmengine - INFO - Epoch(train) [103][2500/3757] lr: 6.5684e-02 eta: 2 days, 2:53:06 time: 0.3218 data_time: 0.0177 memory: 9201 grad_norm: 2.5863 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.9672 loss: 2.9672 2022/08/14 18:10:52 - mmengine - INFO - Epoch(train) [103][2600/3757] lr: 6.5684e-02 eta: 2 days, 2:52:35 time: 0.3200 data_time: 0.0179 memory: 9201 grad_norm: 2.6319 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.8808 loss: 2.8808 2022/08/14 18:11:24 - mmengine - INFO - Epoch(train) [103][2700/3757] lr: 6.5684e-02 eta: 2 days, 2:52:04 time: 0.3212 data_time: 0.0182 memory: 9201 grad_norm: 2.6443 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7229 loss: 2.7229 2022/08/14 18:11:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 18:11:57 - mmengine - INFO - Epoch(train) [103][2800/3757] lr: 6.5684e-02 eta: 2 days, 2:51:33 time: 0.3200 data_time: 0.0170 memory: 9201 grad_norm: 2.6146 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6051 loss: 2.6051 2022/08/14 18:12:29 - mmengine - INFO - Epoch(train) [103][2900/3757] lr: 6.5684e-02 eta: 2 days, 2:51:02 time: 0.3222 data_time: 0.0186 memory: 9201 grad_norm: 2.6674 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7106 loss: 2.7106 2022/08/14 18:13:01 - mmengine - INFO - Epoch(train) [103][3000/3757] lr: 6.5684e-02 eta: 2 days, 2:50:30 time: 0.3207 data_time: 0.0169 memory: 9201 grad_norm: 2.4986 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8227 loss: 2.8227 2022/08/14 18:13:33 - mmengine - INFO - Epoch(train) [103][3100/3757] lr: 6.5684e-02 eta: 2 days, 2:49:59 time: 0.3208 data_time: 0.0172 memory: 9201 grad_norm: 2.5756 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9210 loss: 2.9210 2022/08/14 18:14:06 - mmengine - INFO - Epoch(train) [103][3200/3757] lr: 6.5684e-02 eta: 2 days, 2:49:28 time: 0.3232 data_time: 0.0188 memory: 9201 grad_norm: 2.6301 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7883 loss: 2.7883 2022/08/14 18:14:38 - mmengine - INFO - Epoch(train) [103][3300/3757] lr: 6.5684e-02 eta: 2 days, 2:48:57 time: 0.3231 data_time: 0.0184 memory: 9201 grad_norm: 2.6445 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8001 loss: 2.8001 2022/08/14 18:15:11 - mmengine - INFO - Epoch(train) [103][3400/3757] lr: 6.5684e-02 eta: 2 days, 2:48:26 time: 0.3203 data_time: 0.0178 memory: 9201 grad_norm: 2.5546 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1908 loss: 3.1908 2022/08/14 18:15:43 - mmengine - INFO - Epoch(train) [103][3500/3757] lr: 6.5684e-02 eta: 2 days, 2:47:54 time: 0.3202 data_time: 0.0167 memory: 9201 grad_norm: 2.4855 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9589 loss: 2.9589 2022/08/14 18:16:15 - mmengine - INFO - Epoch(train) [103][3600/3757] lr: 6.5684e-02 eta: 2 days, 2:47:23 time: 0.3209 data_time: 0.0175 memory: 9201 grad_norm: 2.5625 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8973 loss: 2.8973 2022/08/14 18:16:47 - mmengine - INFO - Epoch(train) [103][3700/3757] lr: 6.5684e-02 eta: 2 days, 2:46:52 time: 0.3215 data_time: 0.0176 memory: 9201 grad_norm: 2.5441 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.7197 loss: 2.7197 2022/08/14 18:17:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 18:17:06 - mmengine - INFO - Epoch(train) [103][3757/3757] lr: 6.5684e-02 eta: 2 days, 2:46:40 time: 0.3048 data_time: 0.0164 memory: 9201 grad_norm: 2.5376 top1_acc: 0.2857 top5_acc: 0.4286 loss_cls: 3.0911 loss: 3.0911 2022/08/14 18:17:17 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 18:17:40 - mmengine - INFO - Epoch(train) [104][100/3757] lr: 6.5100e-02 eta: 2 days, 2:45:58 time: 0.3244 data_time: 0.0193 memory: 9201 grad_norm: 2.6391 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8582 loss: 2.8582 2022/08/14 18:18:12 - mmengine - INFO - Epoch(train) [104][200/3757] lr: 6.5100e-02 eta: 2 days, 2:45:27 time: 0.3211 data_time: 0.0170 memory: 9201 grad_norm: 2.5449 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7757 loss: 2.7757 2022/08/14 18:18:45 - mmengine - INFO - Epoch(train) [104][300/3757] lr: 6.5100e-02 eta: 2 days, 2:44:56 time: 0.3214 data_time: 0.0169 memory: 9201 grad_norm: 2.5326 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7988 loss: 2.7988 2022/08/14 18:19:17 - mmengine - INFO - Epoch(train) [104][400/3757] lr: 6.5100e-02 eta: 2 days, 2:44:24 time: 0.3222 data_time: 0.0179 memory: 9201 grad_norm: 2.6271 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0898 loss: 3.0898 2022/08/14 18:19:50 - mmengine - INFO - Epoch(train) [104][500/3757] lr: 6.5100e-02 eta: 2 days, 2:43:53 time: 0.3209 data_time: 0.0188 memory: 9201 grad_norm: 2.5727 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0816 loss: 3.0816 2022/08/14 18:20:22 - mmengine - INFO - Epoch(train) [104][600/3757] lr: 6.5100e-02 eta: 2 days, 2:43:22 time: 0.3230 data_time: 0.0180 memory: 9201 grad_norm: 2.6094 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8154 loss: 2.8154 2022/08/14 18:20:54 - mmengine - INFO - Epoch(train) [104][700/3757] lr: 6.5100e-02 eta: 2 days, 2:42:51 time: 0.3210 data_time: 0.0167 memory: 9201 grad_norm: 2.5591 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9180 loss: 2.9180 2022/08/14 18:21:26 - mmengine - INFO - Epoch(train) [104][800/3757] lr: 6.5100e-02 eta: 2 days, 2:42:20 time: 0.3226 data_time: 0.0185 memory: 9201 grad_norm: 2.5868 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8324 loss: 2.8324 2022/08/14 18:21:59 - mmengine - INFO - Epoch(train) [104][900/3757] lr: 6.5100e-02 eta: 2 days, 2:41:49 time: 0.3292 data_time: 0.0190 memory: 9201 grad_norm: 2.5817 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6622 loss: 2.6622 2022/08/14 18:22:31 - mmengine - INFO - Epoch(train) [104][1000/3757] lr: 6.5100e-02 eta: 2 days, 2:41:18 time: 0.3233 data_time: 0.0180 memory: 9201 grad_norm: 2.5305 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6165 loss: 2.6165 2022/08/14 18:22:41 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 18:23:04 - mmengine - INFO - Epoch(train) [104][1100/3757] lr: 6.5100e-02 eta: 2 days, 2:40:46 time: 0.3196 data_time: 0.0174 memory: 9201 grad_norm: 2.5955 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.9652 loss: 2.9652 2022/08/14 18:23:36 - mmengine - INFO - Epoch(train) [104][1200/3757] lr: 6.5100e-02 eta: 2 days, 2:40:15 time: 0.3232 data_time: 0.0181 memory: 9201 grad_norm: 2.6277 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5586 loss: 2.5586 2022/08/14 18:24:08 - mmengine - INFO - Epoch(train) [104][1300/3757] lr: 6.5100e-02 eta: 2 days, 2:39:44 time: 0.3221 data_time: 0.0186 memory: 9201 grad_norm: 2.5871 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7588 loss: 2.7588 2022/08/14 18:24:41 - mmengine - INFO - Epoch(train) [104][1400/3757] lr: 6.5100e-02 eta: 2 days, 2:39:13 time: 0.3228 data_time: 0.0165 memory: 9201 grad_norm: 2.6148 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8250 loss: 2.8250 2022/08/14 18:25:13 - mmengine - INFO - Epoch(train) [104][1500/3757] lr: 6.5100e-02 eta: 2 days, 2:38:42 time: 0.3205 data_time: 0.0174 memory: 9201 grad_norm: 2.6109 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8751 loss: 2.8751 2022/08/14 18:25:45 - mmengine - INFO - Epoch(train) [104][1600/3757] lr: 6.5100e-02 eta: 2 days, 2:38:10 time: 0.3201 data_time: 0.0173 memory: 9201 grad_norm: 2.6385 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.0733 loss: 3.0733 2022/08/14 18:26:18 - mmengine - INFO - Epoch(train) [104][1700/3757] lr: 6.5100e-02 eta: 2 days, 2:37:39 time: 0.3216 data_time: 0.0186 memory: 9201 grad_norm: 2.5668 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1789 loss: 3.1789 2022/08/14 18:26:50 - mmengine - INFO - Epoch(train) [104][1800/3757] lr: 6.5100e-02 eta: 2 days, 2:37:08 time: 0.3222 data_time: 0.0172 memory: 9201 grad_norm: 2.6141 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0830 loss: 3.0830 2022/08/14 18:27:22 - mmengine - INFO - Epoch(train) [104][1900/3757] lr: 6.5100e-02 eta: 2 days, 2:36:37 time: 0.3214 data_time: 0.0169 memory: 9201 grad_norm: 2.5756 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8680 loss: 2.8680 2022/08/14 18:27:55 - mmengine - INFO - Epoch(train) [104][2000/3757] lr: 6.5100e-02 eta: 2 days, 2:36:06 time: 0.3204 data_time: 0.0177 memory: 9201 grad_norm: 2.5832 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7400 loss: 2.7400 2022/08/14 18:28:04 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 18:28:27 - mmengine - INFO - Epoch(train) [104][2100/3757] lr: 6.5100e-02 eta: 2 days, 2:35:34 time: 0.3202 data_time: 0.0175 memory: 9201 grad_norm: 2.5684 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.9858 loss: 2.9858 2022/08/14 18:28:59 - mmengine - INFO - Epoch(train) [104][2200/3757] lr: 6.5100e-02 eta: 2 days, 2:35:03 time: 0.3291 data_time: 0.0190 memory: 9201 grad_norm: 2.5565 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.8058 loss: 2.8058 2022/08/14 18:29:32 - mmengine - INFO - Epoch(train) [104][2300/3757] lr: 6.5100e-02 eta: 2 days, 2:34:32 time: 0.3208 data_time: 0.0175 memory: 9201 grad_norm: 2.5979 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0404 loss: 3.0404 2022/08/14 18:30:04 - mmengine - INFO - Epoch(train) [104][2400/3757] lr: 6.5100e-02 eta: 2 days, 2:34:01 time: 0.3219 data_time: 0.0181 memory: 9201 grad_norm: 2.6255 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7430 loss: 2.7430 2022/08/14 18:30:36 - mmengine - INFO - Epoch(train) [104][2500/3757] lr: 6.5100e-02 eta: 2 days, 2:33:29 time: 0.3197 data_time: 0.0181 memory: 9201 grad_norm: 2.6794 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6747 loss: 2.6747 2022/08/14 18:31:09 - mmengine - INFO - Epoch(train) [104][2600/3757] lr: 6.5100e-02 eta: 2 days, 2:32:58 time: 0.3208 data_time: 0.0186 memory: 9201 grad_norm: 2.5417 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8147 loss: 2.8147 2022/08/14 18:31:41 - mmengine - INFO - Epoch(train) [104][2700/3757] lr: 6.5100e-02 eta: 2 days, 2:32:27 time: 0.3248 data_time: 0.0185 memory: 9201 grad_norm: 2.5743 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0011 loss: 3.0011 2022/08/14 18:32:13 - mmengine - INFO - Epoch(train) [104][2800/3757] lr: 6.5100e-02 eta: 2 days, 2:31:56 time: 0.3212 data_time: 0.0169 memory: 9201 grad_norm: 2.7128 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6298 loss: 2.6298 2022/08/14 18:32:46 - mmengine - INFO - Epoch(train) [104][2900/3757] lr: 6.5100e-02 eta: 2 days, 2:31:25 time: 0.3209 data_time: 0.0175 memory: 9201 grad_norm: 2.6831 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9952 loss: 2.9952 2022/08/14 18:33:18 - mmengine - INFO - Epoch(train) [104][3000/3757] lr: 6.5100e-02 eta: 2 days, 2:30:54 time: 0.3219 data_time: 0.0172 memory: 9201 grad_norm: 2.5706 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8403 loss: 2.8403 2022/08/14 18:33:27 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 18:33:50 - mmengine - INFO - Epoch(train) [104][3100/3757] lr: 6.5100e-02 eta: 2 days, 2:30:22 time: 0.3214 data_time: 0.0185 memory: 9201 grad_norm: 2.5809 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7974 loss: 2.7974 2022/08/14 18:34:23 - mmengine - INFO - Epoch(train) [104][3200/3757] lr: 6.5100e-02 eta: 2 days, 2:29:51 time: 0.3202 data_time: 0.0172 memory: 9201 grad_norm: 2.5715 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9417 loss: 2.9417 2022/08/14 18:34:55 - mmengine - INFO - Epoch(train) [104][3300/3757] lr: 6.5100e-02 eta: 2 days, 2:29:20 time: 0.3199 data_time: 0.0170 memory: 9201 grad_norm: 2.5891 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.6097 loss: 2.6097 2022/08/14 18:35:27 - mmengine - INFO - Epoch(train) [104][3400/3757] lr: 6.5100e-02 eta: 2 days, 2:28:48 time: 0.3197 data_time: 0.0173 memory: 9201 grad_norm: 2.6122 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8558 loss: 2.8558 2022/08/14 18:36:00 - mmengine - INFO - Epoch(train) [104][3500/3757] lr: 6.5100e-02 eta: 2 days, 2:28:17 time: 0.3228 data_time: 0.0183 memory: 9201 grad_norm: 2.5871 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6385 loss: 2.6385 2022/08/14 18:36:32 - mmengine - INFO - Epoch(train) [104][3600/3757] lr: 6.5100e-02 eta: 2 days, 2:27:46 time: 0.3210 data_time: 0.0176 memory: 9201 grad_norm: 2.5413 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8499 loss: 2.8499 2022/08/14 18:37:04 - mmengine - INFO - Epoch(train) [104][3700/3757] lr: 6.5100e-02 eta: 2 days, 2:27:15 time: 0.3195 data_time: 0.0163 memory: 9201 grad_norm: 2.6983 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9502 loss: 2.9502 2022/08/14 18:37:22 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 18:37:22 - mmengine - INFO - Epoch(train) [104][3757/3757] lr: 6.5100e-02 eta: 2 days, 2:27:02 time: 0.3050 data_time: 0.0158 memory: 9201 grad_norm: 2.5638 top1_acc: 0.2857 top5_acc: 0.4286 loss_cls: 3.1665 loss: 3.1665 2022/08/14 18:37:22 - mmengine - INFO - Saving checkpoint at 104 epochs 2022/08/14 18:38:00 - mmengine - INFO - Epoch(train) [105][100/3757] lr: 6.4514e-02 eta: 2 days, 2:26:20 time: 0.3221 data_time: 0.0177 memory: 9201 grad_norm: 2.5563 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3629 loss: 2.3629 2022/08/14 18:38:32 - mmengine - INFO - Epoch(train) [105][200/3757] lr: 6.4514e-02 eta: 2 days, 2:25:48 time: 0.3262 data_time: 0.0180 memory: 9201 grad_norm: 2.6060 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0579 loss: 3.0579 2022/08/14 18:38:56 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 18:39:05 - mmengine - INFO - Epoch(train) [105][300/3757] lr: 6.4514e-02 eta: 2 days, 2:25:17 time: 0.3206 data_time: 0.0175 memory: 9201 grad_norm: 2.6216 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9908 loss: 2.9908 2022/08/14 18:39:37 - mmengine - INFO - Epoch(train) [105][400/3757] lr: 6.4514e-02 eta: 2 days, 2:24:46 time: 0.3217 data_time: 0.0177 memory: 9201 grad_norm: 2.5717 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7873 loss: 2.7873 2022/08/14 18:40:09 - mmengine - INFO - Epoch(train) [105][500/3757] lr: 6.4514e-02 eta: 2 days, 2:24:15 time: 0.3243 data_time: 0.0170 memory: 9201 grad_norm: 2.6086 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.6503 loss: 2.6503 2022/08/14 18:40:42 - mmengine - INFO - Epoch(train) [105][600/3757] lr: 6.4514e-02 eta: 2 days, 2:23:44 time: 0.3203 data_time: 0.0171 memory: 9201 grad_norm: 2.6853 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8694 loss: 2.8694 2022/08/14 18:41:14 - mmengine - INFO - Epoch(train) [105][700/3757] lr: 6.4514e-02 eta: 2 days, 2:23:13 time: 0.3202 data_time: 0.0179 memory: 9201 grad_norm: 2.6546 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9259 loss: 2.9259 2022/08/14 18:41:46 - mmengine - INFO - Epoch(train) [105][800/3757] lr: 6.4514e-02 eta: 2 days, 2:22:41 time: 0.3192 data_time: 0.0165 memory: 9201 grad_norm: 2.7755 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6631 loss: 2.6631 2022/08/14 18:42:19 - mmengine - INFO - Epoch(train) [105][900/3757] lr: 6.4514e-02 eta: 2 days, 2:22:10 time: 0.3215 data_time: 0.0179 memory: 9201 grad_norm: 2.6865 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7057 loss: 2.7057 2022/08/14 18:42:51 - mmengine - INFO - Epoch(train) [105][1000/3757] lr: 6.4514e-02 eta: 2 days, 2:21:39 time: 0.3217 data_time: 0.0189 memory: 9201 grad_norm: 2.6411 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.0266 loss: 3.0266 2022/08/14 18:43:24 - mmengine - INFO - Epoch(train) [105][1100/3757] lr: 6.4514e-02 eta: 2 days, 2:21:08 time: 0.3250 data_time: 0.0166 memory: 9201 grad_norm: 2.5646 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8491 loss: 2.8491 2022/08/14 18:43:56 - mmengine - INFO - Epoch(train) [105][1200/3757] lr: 6.4514e-02 eta: 2 days, 2:20:37 time: 0.3194 data_time: 0.0167 memory: 9201 grad_norm: 2.6456 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7450 loss: 2.7450 2022/08/14 18:44:20 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 18:44:29 - mmengine - INFO - Epoch(train) [105][1300/3757] lr: 6.4514e-02 eta: 2 days, 2:20:06 time: 0.3224 data_time: 0.0179 memory: 9201 grad_norm: 2.6700 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6498 loss: 2.6498 2022/08/14 18:45:01 - mmengine - INFO - Epoch(train) [105][1400/3757] lr: 6.4514e-02 eta: 2 days, 2:19:35 time: 0.3211 data_time: 0.0180 memory: 9201 grad_norm: 2.5711 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8698 loss: 2.8698 2022/08/14 18:45:34 - mmengine - INFO - Epoch(train) [105][1500/3757] lr: 6.4514e-02 eta: 2 days, 2:19:04 time: 0.3204 data_time: 0.0174 memory: 9201 grad_norm: 2.5653 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7296 loss: 2.7296 2022/08/14 18:46:06 - mmengine - INFO - Epoch(train) [105][1600/3757] lr: 6.4514e-02 eta: 2 days, 2:18:33 time: 0.3206 data_time: 0.0169 memory: 9201 grad_norm: 2.6196 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1373 loss: 3.1373 2022/08/14 18:46:38 - mmengine - INFO - Epoch(train) [105][1700/3757] lr: 6.4514e-02 eta: 2 days, 2:18:02 time: 0.3216 data_time: 0.0187 memory: 9201 grad_norm: 2.6227 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9854 loss: 2.9854 2022/08/14 18:47:11 - mmengine - INFO - Epoch(train) [105][1800/3757] lr: 6.4514e-02 eta: 2 days, 2:17:30 time: 0.3221 data_time: 0.0169 memory: 9201 grad_norm: 2.5541 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9120 loss: 2.9120 2022/08/14 18:47:43 - mmengine - INFO - Epoch(train) [105][1900/3757] lr: 6.4514e-02 eta: 2 days, 2:16:59 time: 0.3219 data_time: 0.0175 memory: 9201 grad_norm: 2.6180 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.8561 loss: 2.8561 2022/08/14 18:48:15 - mmengine - INFO - Epoch(train) [105][2000/3757] lr: 6.4514e-02 eta: 2 days, 2:16:28 time: 0.3212 data_time: 0.0179 memory: 9201 grad_norm: 2.6065 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.1272 loss: 3.1272 2022/08/14 18:48:48 - mmengine - INFO - Epoch(train) [105][2100/3757] lr: 6.4514e-02 eta: 2 days, 2:15:57 time: 0.3223 data_time: 0.0161 memory: 9201 grad_norm: 2.6458 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0328 loss: 3.0328 2022/08/14 18:49:20 - mmengine - INFO - Epoch(train) [105][2200/3757] lr: 6.4514e-02 eta: 2 days, 2:15:26 time: 0.3229 data_time: 0.0186 memory: 9201 grad_norm: 2.6324 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1739 loss: 3.1739 2022/08/14 18:49:43 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 18:49:52 - mmengine - INFO - Epoch(train) [105][2300/3757] lr: 6.4514e-02 eta: 2 days, 2:14:54 time: 0.3221 data_time: 0.0174 memory: 9201 grad_norm: 2.6226 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9205 loss: 2.9205 2022/08/14 18:50:25 - mmengine - INFO - Epoch(train) [105][2400/3757] lr: 6.4514e-02 eta: 2 days, 2:14:23 time: 0.3216 data_time: 0.0180 memory: 9201 grad_norm: 2.5982 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8389 loss: 2.8389 2022/08/14 18:50:57 - mmengine - INFO - Epoch(train) [105][2500/3757] lr: 6.4514e-02 eta: 2 days, 2:13:52 time: 0.3188 data_time: 0.0166 memory: 9201 grad_norm: 2.5948 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9934 loss: 2.9934 2022/08/14 18:51:29 - mmengine - INFO - Epoch(train) [105][2600/3757] lr: 6.4514e-02 eta: 2 days, 2:13:21 time: 0.3235 data_time: 0.0184 memory: 9201 grad_norm: 2.5765 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8656 loss: 2.8656 2022/08/14 18:52:02 - mmengine - INFO - Epoch(train) [105][2700/3757] lr: 6.4514e-02 eta: 2 days, 2:12:50 time: 0.3240 data_time: 0.0201 memory: 9201 grad_norm: 2.5985 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0970 loss: 3.0970 2022/08/14 18:52:34 - mmengine - INFO - Epoch(train) [105][2800/3757] lr: 6.4514e-02 eta: 2 days, 2:12:18 time: 0.3229 data_time: 0.0183 memory: 9201 grad_norm: 2.6758 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7182 loss: 2.7182 2022/08/14 18:53:06 - mmengine - INFO - Epoch(train) [105][2900/3757] lr: 6.4514e-02 eta: 2 days, 2:11:47 time: 0.3202 data_time: 0.0170 memory: 9201 grad_norm: 2.6528 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7450 loss: 2.7450 2022/08/14 18:53:39 - mmengine - INFO - Epoch(train) [105][3000/3757] lr: 6.4514e-02 eta: 2 days, 2:11:16 time: 0.3233 data_time: 0.0188 memory: 9201 grad_norm: 2.5806 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6980 loss: 2.6980 2022/08/14 18:54:11 - mmengine - INFO - Epoch(train) [105][3100/3757] lr: 6.4514e-02 eta: 2 days, 2:10:45 time: 0.3227 data_time: 0.0175 memory: 9201 grad_norm: 2.5960 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9329 loss: 2.9329 2022/08/14 18:54:44 - mmengine - INFO - Epoch(train) [105][3200/3757] lr: 6.4514e-02 eta: 2 days, 2:10:14 time: 0.3221 data_time: 0.0186 memory: 9201 grad_norm: 2.6018 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 2.5495 loss: 2.5495 2022/08/14 18:55:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 18:55:16 - mmengine - INFO - Epoch(train) [105][3300/3757] lr: 6.4514e-02 eta: 2 days, 2:09:43 time: 0.3216 data_time: 0.0203 memory: 9201 grad_norm: 2.6449 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6735 loss: 2.6735 2022/08/14 18:55:49 - mmengine - INFO - Epoch(train) [105][3400/3757] lr: 6.4514e-02 eta: 2 days, 2:09:12 time: 0.3210 data_time: 0.0170 memory: 9201 grad_norm: 2.5595 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.7302 loss: 2.7302 2022/08/14 18:56:21 - mmengine - INFO - Epoch(train) [105][3500/3757] lr: 6.4514e-02 eta: 2 days, 2:08:40 time: 0.3209 data_time: 0.0178 memory: 9201 grad_norm: 2.6392 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8202 loss: 2.8202 2022/08/14 18:56:53 - mmengine - INFO - Epoch(train) [105][3600/3757] lr: 6.4514e-02 eta: 2 days, 2:08:09 time: 0.3230 data_time: 0.0165 memory: 9201 grad_norm: 2.6076 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6544 loss: 2.6544 2022/08/14 18:57:26 - mmengine - INFO - Epoch(train) [105][3700/3757] lr: 6.4514e-02 eta: 2 days, 2:07:38 time: 0.3203 data_time: 0.0173 memory: 9201 grad_norm: 2.6008 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8404 loss: 2.8404 2022/08/14 18:57:44 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 18:57:44 - mmengine - INFO - Epoch(train) [105][3757/3757] lr: 6.4514e-02 eta: 2 days, 2:07:26 time: 0.3065 data_time: 0.0173 memory: 9201 grad_norm: 2.6497 top1_acc: 0.8571 top5_acc: 1.0000 loss_cls: 2.8122 loss: 2.8122 2022/08/14 18:58:06 - mmengine - INFO - Epoch(val) [105][100/310] eta: 0:00:42 time: 0.2013 data_time: 0.0899 memory: 1522 2022/08/14 18:58:27 - mmengine - INFO - Epoch(val) [105][200/310] eta: 0:00:20 time: 0.1875 data_time: 0.0778 memory: 1522 2022/08/14 18:58:48 - mmengine - INFO - Epoch(val) [105][300/310] eta: 0:00:02 time: 0.2131 data_time: 0.1009 memory: 1522 2022/08/14 18:58:53 - mmengine - INFO - Epoch(val) [105][310/310] acc/top1: 0.4090 acc/top5: 0.6856 acc/mean1: 0.4089 2022/08/14 18:59:27 - mmengine - INFO - Epoch(train) [106][100/3757] lr: 6.3926e-02 eta: 2 days, 2:06:44 time: 0.3226 data_time: 0.0174 memory: 9201 grad_norm: 2.5856 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.7553 loss: 2.7553 2022/08/14 19:00:00 - mmengine - INFO - Epoch(train) [106][200/3757] lr: 6.3926e-02 eta: 2 days, 2:06:13 time: 0.3206 data_time: 0.0182 memory: 9201 grad_norm: 2.6391 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8888 loss: 2.8888 2022/08/14 19:00:32 - mmengine - INFO - Epoch(train) [106][300/3757] lr: 6.3926e-02 eta: 2 days, 2:05:42 time: 0.3201 data_time: 0.0173 memory: 9201 grad_norm: 2.6258 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8598 loss: 2.8598 2022/08/14 19:01:04 - mmengine - INFO - Epoch(train) [106][400/3757] lr: 6.3926e-02 eta: 2 days, 2:05:11 time: 0.3238 data_time: 0.0178 memory: 9201 grad_norm: 2.5982 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8359 loss: 2.8359 2022/08/14 19:01:37 - mmengine - INFO - Epoch(train) [106][500/3757] lr: 6.3926e-02 eta: 2 days, 2:04:39 time: 0.3217 data_time: 0.0171 memory: 9201 grad_norm: 2.6420 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7164 loss: 2.7164 2022/08/14 19:01:42 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 19:02:09 - mmengine - INFO - Epoch(train) [106][600/3757] lr: 6.3926e-02 eta: 2 days, 2:04:08 time: 0.3202 data_time: 0.0177 memory: 9201 grad_norm: 2.5960 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8167 loss: 2.8167 2022/08/14 19:02:41 - mmengine - INFO - Epoch(train) [106][700/3757] lr: 6.3926e-02 eta: 2 days, 2:03:37 time: 0.3225 data_time: 0.0192 memory: 9201 grad_norm: 2.6027 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6988 loss: 2.6988 2022/08/14 19:03:14 - mmengine - INFO - Epoch(train) [106][800/3757] lr: 6.3926e-02 eta: 2 days, 2:03:06 time: 0.3208 data_time: 0.0164 memory: 9201 grad_norm: 2.5989 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.0435 loss: 3.0435 2022/08/14 19:03:46 - mmengine - INFO - Epoch(train) [106][900/3757] lr: 6.3926e-02 eta: 2 days, 2:02:34 time: 0.3219 data_time: 0.0167 memory: 9201 grad_norm: 2.6299 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6749 loss: 2.6749 2022/08/14 19:04:19 - mmengine - INFO - Epoch(train) [106][1000/3757] lr: 6.3926e-02 eta: 2 days, 2:02:03 time: 0.3209 data_time: 0.0172 memory: 9201 grad_norm: 2.6774 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8106 loss: 2.8106 2022/08/14 19:04:52 - mmengine - INFO - Epoch(train) [106][1100/3757] lr: 6.3926e-02 eta: 2 days, 2:01:34 time: 0.3501 data_time: 0.0173 memory: 9201 grad_norm: 2.6325 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6744 loss: 2.6744 2022/08/14 19:05:25 - mmengine - INFO - Epoch(train) [106][1200/3757] lr: 6.3926e-02 eta: 2 days, 2:01:03 time: 0.3210 data_time: 0.0181 memory: 9201 grad_norm: 2.6513 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0994 loss: 3.0994 2022/08/14 19:05:57 - mmengine - INFO - Epoch(train) [106][1300/3757] lr: 6.3926e-02 eta: 2 days, 2:00:32 time: 0.3204 data_time: 0.0162 memory: 9201 grad_norm: 2.5820 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6987 loss: 2.6987 2022/08/14 19:06:30 - mmengine - INFO - Epoch(train) [106][1400/3757] lr: 6.3926e-02 eta: 2 days, 2:00:01 time: 0.3279 data_time: 0.0163 memory: 9201 grad_norm: 2.5716 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7554 loss: 2.7554 2022/08/14 19:07:02 - mmengine - INFO - Epoch(train) [106][1500/3757] lr: 6.3926e-02 eta: 2 days, 1:59:30 time: 0.3219 data_time: 0.0184 memory: 9201 grad_norm: 2.6429 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0076 loss: 3.0076 2022/08/14 19:07:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 19:07:35 - mmengine - INFO - Epoch(train) [106][1600/3757] lr: 6.3926e-02 eta: 2 days, 1:58:59 time: 0.3266 data_time: 0.0210 memory: 9201 grad_norm: 2.6164 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9841 loss: 2.9841 2022/08/14 19:08:07 - mmengine - INFO - Epoch(train) [106][1700/3757] lr: 6.3926e-02 eta: 2 days, 1:58:28 time: 0.3208 data_time: 0.0163 memory: 9201 grad_norm: 2.5749 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.8511 loss: 2.8511 2022/08/14 19:08:40 - mmengine - INFO - Epoch(train) [106][1800/3757] lr: 6.3926e-02 eta: 2 days, 1:57:57 time: 0.3203 data_time: 0.0181 memory: 9201 grad_norm: 2.7016 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0868 loss: 3.0868 2022/08/14 19:09:12 - mmengine - INFO - Epoch(train) [106][1900/3757] lr: 6.3926e-02 eta: 2 days, 1:57:26 time: 0.3241 data_time: 0.0180 memory: 9201 grad_norm: 2.5605 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8008 loss: 2.8008 2022/08/14 19:09:45 - mmengine - INFO - Epoch(train) [106][2000/3757] lr: 6.3926e-02 eta: 2 days, 1:56:55 time: 0.3212 data_time: 0.0185 memory: 9201 grad_norm: 2.6001 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9931 loss: 2.9931 2022/08/14 19:10:17 - mmengine - INFO - Epoch(train) [106][2100/3757] lr: 6.3926e-02 eta: 2 days, 1:56:24 time: 0.3194 data_time: 0.0165 memory: 9201 grad_norm: 2.6265 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8845 loss: 2.8845 2022/08/14 19:10:49 - mmengine - INFO - Epoch(train) [106][2200/3757] lr: 6.3926e-02 eta: 2 days, 1:55:52 time: 0.3194 data_time: 0.0171 memory: 9201 grad_norm: 2.5565 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.7434 loss: 2.7434 2022/08/14 19:11:22 - mmengine - INFO - Epoch(train) [106][2300/3757] lr: 6.3926e-02 eta: 2 days, 1:55:21 time: 0.3239 data_time: 0.0195 memory: 9201 grad_norm: 2.6462 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5751 loss: 2.5751 2022/08/14 19:11:54 - mmengine - INFO - Epoch(train) [106][2400/3757] lr: 6.3926e-02 eta: 2 days, 1:54:50 time: 0.3217 data_time: 0.0180 memory: 9201 grad_norm: 2.6593 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8005 loss: 2.8005 2022/08/14 19:12:26 - mmengine - INFO - Epoch(train) [106][2500/3757] lr: 6.3926e-02 eta: 2 days, 1:54:19 time: 0.3227 data_time: 0.0184 memory: 9201 grad_norm: 2.5711 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0118 loss: 3.0118 2022/08/14 19:12:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 19:12:59 - mmengine - INFO - Epoch(train) [106][2600/3757] lr: 6.3926e-02 eta: 2 days, 1:53:47 time: 0.3204 data_time: 0.0179 memory: 9201 grad_norm: 2.6191 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9342 loss: 2.9342 2022/08/14 19:13:31 - mmengine - INFO - Epoch(train) [106][2700/3757] lr: 6.3926e-02 eta: 2 days, 1:53:16 time: 0.3221 data_time: 0.0184 memory: 9201 grad_norm: 2.6084 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6852 loss: 2.6852 2022/08/14 19:14:03 - mmengine - INFO - Epoch(train) [106][2800/3757] lr: 6.3926e-02 eta: 2 days, 1:52:45 time: 0.3197 data_time: 0.0170 memory: 9201 grad_norm: 2.6145 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6129 loss: 2.6129 2022/08/14 19:14:36 - mmengine - INFO - Epoch(train) [106][2900/3757] lr: 6.3926e-02 eta: 2 days, 1:52:14 time: 0.3247 data_time: 0.0209 memory: 9201 grad_norm: 2.5711 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7637 loss: 2.7637 2022/08/14 19:15:08 - mmengine - INFO - Epoch(train) [106][3000/3757] lr: 6.3926e-02 eta: 2 days, 1:51:43 time: 0.3199 data_time: 0.0172 memory: 9201 grad_norm: 2.5981 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4903 loss: 2.4903 2022/08/14 19:15:41 - mmengine - INFO - Epoch(train) [106][3100/3757] lr: 6.3926e-02 eta: 2 days, 1:51:12 time: 0.3194 data_time: 0.0172 memory: 9201 grad_norm: 2.5563 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1335 loss: 3.1335 2022/08/14 19:16:13 - mmengine - INFO - Epoch(train) [106][3200/3757] lr: 6.3926e-02 eta: 2 days, 1:50:40 time: 0.3222 data_time: 0.0177 memory: 9201 grad_norm: 2.6203 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9931 loss: 2.9931 2022/08/14 19:16:45 - mmengine - INFO - Epoch(train) [106][3300/3757] lr: 6.3926e-02 eta: 2 days, 1:50:09 time: 0.3199 data_time: 0.0178 memory: 9201 grad_norm: 2.5310 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1142 loss: 3.1142 2022/08/14 19:17:18 - mmengine - INFO - Epoch(train) [106][3400/3757] lr: 6.3926e-02 eta: 2 days, 1:49:38 time: 0.3197 data_time: 0.0172 memory: 9201 grad_norm: 2.6235 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9468 loss: 2.9468 2022/08/14 19:17:50 - mmengine - INFO - Epoch(train) [106][3500/3757] lr: 6.3926e-02 eta: 2 days, 1:49:07 time: 0.3204 data_time: 0.0171 memory: 9201 grad_norm: 2.6677 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9765 loss: 2.9765 2022/08/14 19:17:55 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 19:18:22 - mmengine - INFO - Epoch(train) [106][3600/3757] lr: 6.3926e-02 eta: 2 days, 1:48:35 time: 0.3195 data_time: 0.0165 memory: 9201 grad_norm: 2.6547 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9877 loss: 2.9877 2022/08/14 19:18:55 - mmengine - INFO - Epoch(train) [106][3700/3757] lr: 6.3926e-02 eta: 2 days, 1:48:04 time: 0.3241 data_time: 0.0173 memory: 9201 grad_norm: 2.5585 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9554 loss: 2.9554 2022/08/14 19:19:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 19:19:13 - mmengine - INFO - Epoch(train) [106][3757/3757] lr: 6.3926e-02 eta: 2 days, 1:47:52 time: 0.3119 data_time: 0.0159 memory: 9201 grad_norm: 2.5908 top1_acc: 0.4286 top5_acc: 0.8571 loss_cls: 2.5571 loss: 2.5571 2022/08/14 19:19:48 - mmengine - INFO - Epoch(train) [107][100/3757] lr: 6.3336e-02 eta: 2 days, 1:47:11 time: 0.3190 data_time: 0.0172 memory: 9201 grad_norm: 2.5830 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9212 loss: 2.9212 2022/08/14 19:20:20 - mmengine - INFO - Epoch(train) [107][200/3757] lr: 6.3336e-02 eta: 2 days, 1:46:40 time: 0.3197 data_time: 0.0169 memory: 9201 grad_norm: 2.6568 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5608 loss: 2.5608 2022/08/14 19:20:52 - mmengine - INFO - Epoch(train) [107][300/3757] lr: 6.3336e-02 eta: 2 days, 1:46:08 time: 0.3218 data_time: 0.0184 memory: 9201 grad_norm: 2.6351 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0497 loss: 3.0497 2022/08/14 19:21:25 - mmengine - INFO - Epoch(train) [107][400/3757] lr: 6.3336e-02 eta: 2 days, 1:45:37 time: 0.3225 data_time: 0.0178 memory: 9201 grad_norm: 2.5646 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0654 loss: 3.0654 2022/08/14 19:21:57 - mmengine - INFO - Epoch(train) [107][500/3757] lr: 6.3336e-02 eta: 2 days, 1:45:06 time: 0.3231 data_time: 0.0182 memory: 9201 grad_norm: 2.6884 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4905 loss: 2.4905 2022/08/14 19:22:29 - mmengine - INFO - Epoch(train) [107][600/3757] lr: 6.3336e-02 eta: 2 days, 1:44:35 time: 0.3208 data_time: 0.0176 memory: 9201 grad_norm: 2.6239 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6536 loss: 2.6536 2022/08/14 19:23:02 - mmengine - INFO - Epoch(train) [107][700/3757] lr: 6.3336e-02 eta: 2 days, 1:44:03 time: 0.3218 data_time: 0.0180 memory: 9201 grad_norm: 2.6276 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9185 loss: 2.9185 2022/08/14 19:23:21 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 19:23:34 - mmengine - INFO - Epoch(train) [107][800/3757] lr: 6.3336e-02 eta: 2 days, 1:43:32 time: 0.3214 data_time: 0.0179 memory: 9201 grad_norm: 2.6444 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.4888 loss: 2.4888 2022/08/14 19:24:07 - mmengine - INFO - Epoch(train) [107][900/3757] lr: 6.3336e-02 eta: 2 days, 1:43:01 time: 0.3211 data_time: 0.0166 memory: 9201 grad_norm: 2.5178 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6246 loss: 2.6246 2022/08/14 19:24:39 - mmengine - INFO - Epoch(train) [107][1000/3757] lr: 6.3336e-02 eta: 2 days, 1:42:30 time: 0.3195 data_time: 0.0171 memory: 9201 grad_norm: 2.5884 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8904 loss: 2.8904 2022/08/14 19:25:11 - mmengine - INFO - Epoch(train) [107][1100/3757] lr: 6.3336e-02 eta: 2 days, 1:41:59 time: 0.3228 data_time: 0.0173 memory: 9201 grad_norm: 2.5862 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1323 loss: 3.1323 2022/08/14 19:25:44 - mmengine - INFO - Epoch(train) [107][1200/3757] lr: 6.3336e-02 eta: 2 days, 1:41:28 time: 0.3218 data_time: 0.0171 memory: 9201 grad_norm: 2.6839 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7396 loss: 2.7396 2022/08/14 19:26:16 - mmengine - INFO - Epoch(train) [107][1300/3757] lr: 6.3336e-02 eta: 2 days, 1:40:56 time: 0.3231 data_time: 0.0189 memory: 9201 grad_norm: 2.5842 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8897 loss: 2.8897 2022/08/14 19:26:49 - mmengine - INFO - Epoch(train) [107][1400/3757] lr: 6.3336e-02 eta: 2 days, 1:40:25 time: 0.3214 data_time: 0.0172 memory: 9201 grad_norm: 2.6659 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6509 loss: 2.6509 2022/08/14 19:27:21 - mmengine - INFO - Epoch(train) [107][1500/3757] lr: 6.3336e-02 eta: 2 days, 1:39:54 time: 0.3227 data_time: 0.0178 memory: 9201 grad_norm: 2.6409 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6599 loss: 2.6599 2022/08/14 19:27:53 - mmengine - INFO - Epoch(train) [107][1600/3757] lr: 6.3336e-02 eta: 2 days, 1:39:23 time: 0.3204 data_time: 0.0176 memory: 9201 grad_norm: 2.6960 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8811 loss: 2.8811 2022/08/14 19:28:26 - mmengine - INFO - Epoch(train) [107][1700/3757] lr: 6.3336e-02 eta: 2 days, 1:38:52 time: 0.3216 data_time: 0.0177 memory: 9201 grad_norm: 2.6257 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8397 loss: 2.8397 2022/08/14 19:28:45 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 19:28:58 - mmengine - INFO - Epoch(train) [107][1800/3757] lr: 6.3336e-02 eta: 2 days, 1:38:20 time: 0.3208 data_time: 0.0174 memory: 9201 grad_norm: 2.7020 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7547 loss: 2.7547 2022/08/14 19:29:30 - mmengine - INFO - Epoch(train) [107][1900/3757] lr: 6.3336e-02 eta: 2 days, 1:37:49 time: 0.3211 data_time: 0.0170 memory: 9201 grad_norm: 2.6155 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9434 loss: 2.9434 2022/08/14 19:30:03 - mmengine - INFO - Epoch(train) [107][2000/3757] lr: 6.3336e-02 eta: 2 days, 1:37:18 time: 0.3251 data_time: 0.0169 memory: 9201 grad_norm: 2.6777 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8025 loss: 2.8025 2022/08/14 19:30:35 - mmengine - INFO - Epoch(train) [107][2100/3757] lr: 6.3336e-02 eta: 2 days, 1:36:47 time: 0.3203 data_time: 0.0183 memory: 9201 grad_norm: 2.6578 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7982 loss: 2.7982 2022/08/14 19:31:08 - mmengine - INFO - Epoch(train) [107][2200/3757] lr: 6.3336e-02 eta: 2 days, 1:36:16 time: 0.3235 data_time: 0.0183 memory: 9201 grad_norm: 2.6094 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5760 loss: 2.5760 2022/08/14 19:31:40 - mmengine - INFO - Epoch(train) [107][2300/3757] lr: 6.3336e-02 eta: 2 days, 1:35:44 time: 0.3192 data_time: 0.0178 memory: 9201 grad_norm: 2.6966 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2627 loss: 3.2627 2022/08/14 19:32:12 - mmengine - INFO - Epoch(train) [107][2400/3757] lr: 6.3336e-02 eta: 2 days, 1:35:13 time: 0.3211 data_time: 0.0177 memory: 9201 grad_norm: 2.6359 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9614 loss: 2.9614 2022/08/14 19:32:44 - mmengine - INFO - Epoch(train) [107][2500/3757] lr: 6.3336e-02 eta: 2 days, 1:34:42 time: 0.3226 data_time: 0.0189 memory: 9201 grad_norm: 2.6804 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.5282 loss: 2.5282 2022/08/14 19:33:17 - mmengine - INFO - Epoch(train) [107][2600/3757] lr: 6.3336e-02 eta: 2 days, 1:34:10 time: 0.3213 data_time: 0.0172 memory: 9201 grad_norm: 2.5797 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8099 loss: 2.8099 2022/08/14 19:33:49 - mmengine - INFO - Epoch(train) [107][2700/3757] lr: 6.3336e-02 eta: 2 days, 1:33:39 time: 0.3213 data_time: 0.0176 memory: 9201 grad_norm: 2.6673 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5704 loss: 2.5704 2022/08/14 19:34:08 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 19:34:21 - mmengine - INFO - Epoch(train) [107][2800/3757] lr: 6.3336e-02 eta: 2 days, 1:33:08 time: 0.3223 data_time: 0.0181 memory: 9201 grad_norm: 2.6076 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6421 loss: 2.6421 2022/08/14 19:34:54 - mmengine - INFO - Epoch(train) [107][2900/3757] lr: 6.3336e-02 eta: 2 days, 1:32:37 time: 0.3210 data_time: 0.0172 memory: 9201 grad_norm: 2.6236 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8357 loss: 2.8357 2022/08/14 19:35:26 - mmengine - INFO - Epoch(train) [107][3000/3757] lr: 6.3336e-02 eta: 2 days, 1:32:05 time: 0.3213 data_time: 0.0187 memory: 9201 grad_norm: 2.5833 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.8827 loss: 2.8827 2022/08/14 19:35:59 - mmengine - INFO - Epoch(train) [107][3100/3757] lr: 6.3336e-02 eta: 2 days, 1:31:35 time: 0.3222 data_time: 0.0176 memory: 9201 grad_norm: 2.6296 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1979 loss: 3.1979 2022/08/14 19:36:31 - mmengine - INFO - Epoch(train) [107][3200/3757] lr: 6.3336e-02 eta: 2 days, 1:31:04 time: 0.3202 data_time: 0.0173 memory: 9201 grad_norm: 2.5635 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.9802 loss: 2.9802 2022/08/14 19:37:04 - mmengine - INFO - Epoch(train) [107][3300/3757] lr: 6.3336e-02 eta: 2 days, 1:30:32 time: 0.3225 data_time: 0.0176 memory: 9201 grad_norm: 2.6771 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6534 loss: 2.6534 2022/08/14 19:37:36 - mmengine - INFO - Epoch(train) [107][3400/3757] lr: 6.3336e-02 eta: 2 days, 1:30:01 time: 0.3220 data_time: 0.0172 memory: 9201 grad_norm: 2.6100 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0289 loss: 3.0289 2022/08/14 19:38:08 - mmengine - INFO - Epoch(train) [107][3500/3757] lr: 6.3336e-02 eta: 2 days, 1:29:30 time: 0.3245 data_time: 0.0182 memory: 9201 grad_norm: 2.6005 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6793 loss: 2.6793 2022/08/14 19:38:41 - mmengine - INFO - Epoch(train) [107][3600/3757] lr: 6.3336e-02 eta: 2 days, 1:28:58 time: 0.3209 data_time: 0.0167 memory: 9201 grad_norm: 2.5566 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9202 loss: 2.9202 2022/08/14 19:39:13 - mmengine - INFO - Epoch(train) [107][3700/3757] lr: 6.3336e-02 eta: 2 days, 1:28:28 time: 0.3216 data_time: 0.0176 memory: 9201 grad_norm: 2.5905 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7471 loss: 2.7471 2022/08/14 19:39:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 19:39:31 - mmengine - INFO - Epoch(train) [107][3757/3757] lr: 6.3336e-02 eta: 2 days, 1:28:15 time: 0.3019 data_time: 0.0151 memory: 9201 grad_norm: 2.6439 top1_acc: 0.2857 top5_acc: 0.7143 loss_cls: 3.0605 loss: 3.0605 2022/08/14 19:39:34 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 19:40:06 - mmengine - INFO - Epoch(train) [108][100/3757] lr: 6.2743e-02 eta: 2 days, 1:27:34 time: 0.3243 data_time: 0.0186 memory: 9201 grad_norm: 2.4858 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7733 loss: 2.7733 2022/08/14 19:40:38 - mmengine - INFO - Epoch(train) [108][200/3757] lr: 6.2743e-02 eta: 2 days, 1:27:03 time: 0.3221 data_time: 0.0181 memory: 9201 grad_norm: 2.6119 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7763 loss: 2.7763 2022/08/14 19:41:10 - mmengine - INFO - Epoch(train) [108][300/3757] lr: 6.2743e-02 eta: 2 days, 1:26:31 time: 0.3207 data_time: 0.0176 memory: 9201 grad_norm: 2.6356 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5593 loss: 2.5593 2022/08/14 19:41:43 - mmengine - INFO - Epoch(train) [108][400/3757] lr: 6.2743e-02 eta: 2 days, 1:26:00 time: 0.3214 data_time: 0.0171 memory: 9201 grad_norm: 2.6373 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5801 loss: 2.5801 2022/08/14 19:42:15 - mmengine - INFO - Epoch(train) [108][500/3757] lr: 6.2743e-02 eta: 2 days, 1:25:29 time: 0.3231 data_time: 0.0177 memory: 9201 grad_norm: 2.6337 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7613 loss: 2.7613 2022/08/14 19:42:48 - mmengine - INFO - Epoch(train) [108][600/3757] lr: 6.2743e-02 eta: 2 days, 1:24:58 time: 0.3227 data_time: 0.0194 memory: 9201 grad_norm: 2.6929 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6773 loss: 2.6773 2022/08/14 19:43:20 - mmengine - INFO - Epoch(train) [108][700/3757] lr: 6.2743e-02 eta: 2 days, 1:24:27 time: 0.3205 data_time: 0.0167 memory: 9201 grad_norm: 2.5693 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6647 loss: 2.6647 2022/08/14 19:43:52 - mmengine - INFO - Epoch(train) [108][800/3757] lr: 6.2743e-02 eta: 2 days, 1:23:55 time: 0.3211 data_time: 0.0179 memory: 9201 grad_norm: 2.6385 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7091 loss: 2.7091 2022/08/14 19:44:25 - mmengine - INFO - Epoch(train) [108][900/3757] lr: 6.2743e-02 eta: 2 days, 1:23:24 time: 0.3216 data_time: 0.0186 memory: 9201 grad_norm: 2.6099 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6343 loss: 2.6343 2022/08/14 19:44:57 - mmengine - INFO - Epoch(train) [108][1000/3757] lr: 6.2743e-02 eta: 2 days, 1:22:53 time: 0.3221 data_time: 0.0172 memory: 9201 grad_norm: 2.6812 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6904 loss: 2.6904 2022/08/14 19:44:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 19:45:29 - mmengine - INFO - Epoch(train) [108][1100/3757] lr: 6.2743e-02 eta: 2 days, 1:22:21 time: 0.3229 data_time: 0.0190 memory: 9201 grad_norm: 2.6213 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8742 loss: 2.8742 2022/08/14 19:46:02 - mmengine - INFO - Epoch(train) [108][1200/3757] lr: 6.2743e-02 eta: 2 days, 1:21:50 time: 0.3215 data_time: 0.0169 memory: 9201 grad_norm: 2.5839 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8245 loss: 2.8245 2022/08/14 19:46:34 - mmengine - INFO - Epoch(train) [108][1300/3757] lr: 6.2743e-02 eta: 2 days, 1:21:19 time: 0.3226 data_time: 0.0174 memory: 9201 grad_norm: 2.6495 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6666 loss: 2.6666 2022/08/14 19:47:07 - mmengine - INFO - Epoch(train) [108][1400/3757] lr: 6.2743e-02 eta: 2 days, 1:20:48 time: 0.3244 data_time: 0.0188 memory: 9201 grad_norm: 2.5542 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6148 loss: 2.6148 2022/08/14 19:47:39 - mmengine - INFO - Epoch(train) [108][1500/3757] lr: 6.2743e-02 eta: 2 days, 1:20:16 time: 0.3200 data_time: 0.0179 memory: 9201 grad_norm: 2.5468 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7791 loss: 2.7791 2022/08/14 19:48:11 - mmengine - INFO - Epoch(train) [108][1600/3757] lr: 6.2743e-02 eta: 2 days, 1:19:45 time: 0.3200 data_time: 0.0169 memory: 9201 grad_norm: 2.5367 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5579 loss: 2.5579 2022/08/14 19:48:43 - mmengine - INFO - Epoch(train) [108][1700/3757] lr: 6.2743e-02 eta: 2 days, 1:19:14 time: 0.3243 data_time: 0.0169 memory: 9201 grad_norm: 2.6376 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7729 loss: 2.7729 2022/08/14 19:49:16 - mmengine - INFO - Epoch(train) [108][1800/3757] lr: 6.2743e-02 eta: 2 days, 1:18:43 time: 0.3216 data_time: 0.0185 memory: 9201 grad_norm: 2.6571 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6283 loss: 2.6283 2022/08/14 19:49:48 - mmengine - INFO - Epoch(train) [108][1900/3757] lr: 6.2743e-02 eta: 2 days, 1:18:11 time: 0.3220 data_time: 0.0176 memory: 9201 grad_norm: 2.7129 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8256 loss: 2.8256 2022/08/14 19:50:20 - mmengine - INFO - Epoch(train) [108][2000/3757] lr: 6.2743e-02 eta: 2 days, 1:17:40 time: 0.3187 data_time: 0.0173 memory: 9201 grad_norm: 2.5958 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2644 loss: 3.2644 2022/08/14 19:50:21 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 19:50:53 - mmengine - INFO - Epoch(train) [108][2100/3757] lr: 6.2743e-02 eta: 2 days, 1:17:09 time: 0.3213 data_time: 0.0177 memory: 9201 grad_norm: 2.6665 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1232 loss: 3.1232 2022/08/14 19:51:25 - mmengine - INFO - Epoch(train) [108][2200/3757] lr: 6.2743e-02 eta: 2 days, 1:16:37 time: 0.3212 data_time: 0.0178 memory: 9201 grad_norm: 2.5283 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1273 loss: 3.1273 2022/08/14 19:51:57 - mmengine - INFO - Epoch(train) [108][2300/3757] lr: 6.2743e-02 eta: 2 days, 1:16:06 time: 0.3209 data_time: 0.0168 memory: 9201 grad_norm: 2.7072 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7246 loss: 2.7246 2022/08/14 19:52:30 - mmengine - INFO - Epoch(train) [108][2400/3757] lr: 6.2743e-02 eta: 2 days, 1:15:35 time: 0.3225 data_time: 0.0182 memory: 9201 grad_norm: 2.6077 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7804 loss: 2.7804 2022/08/14 19:53:02 - mmengine - INFO - Epoch(train) [108][2500/3757] lr: 6.2743e-02 eta: 2 days, 1:15:04 time: 0.3223 data_time: 0.0178 memory: 9201 grad_norm: 2.5356 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.6206 loss: 2.6206 2022/08/14 19:53:35 - mmengine - INFO - Epoch(train) [108][2600/3757] lr: 6.2743e-02 eta: 2 days, 1:14:33 time: 0.3206 data_time: 0.0177 memory: 9201 grad_norm: 2.5701 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0313 loss: 3.0313 2022/08/14 19:54:07 - mmengine - INFO - Epoch(train) [108][2700/3757] lr: 6.2743e-02 eta: 2 days, 1:14:01 time: 0.3216 data_time: 0.0183 memory: 9201 grad_norm: 2.6813 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9259 loss: 2.9259 2022/08/14 19:54:39 - mmengine - INFO - Epoch(train) [108][2800/3757] lr: 6.2743e-02 eta: 2 days, 1:13:30 time: 0.3208 data_time: 0.0162 memory: 9201 grad_norm: 2.6487 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9871 loss: 2.9871 2022/08/14 19:55:12 - mmengine - INFO - Epoch(train) [108][2900/3757] lr: 6.2743e-02 eta: 2 days, 1:12:59 time: 0.3226 data_time: 0.0185 memory: 9201 grad_norm: 2.7145 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8419 loss: 2.8419 2022/08/14 19:55:44 - mmengine - INFO - Epoch(train) [108][3000/3757] lr: 6.2743e-02 eta: 2 days, 1:12:28 time: 0.3216 data_time: 0.0178 memory: 9201 grad_norm: 2.5968 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6641 loss: 2.6641 2022/08/14 19:55:45 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 19:56:17 - mmengine - INFO - Epoch(train) [108][3100/3757] lr: 6.2743e-02 eta: 2 days, 1:11:57 time: 0.3227 data_time: 0.0174 memory: 9201 grad_norm: 2.7715 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7914 loss: 2.7914 2022/08/14 19:56:49 - mmengine - INFO - Epoch(train) [108][3200/3757] lr: 6.2743e-02 eta: 2 days, 1:11:25 time: 0.3219 data_time: 0.0190 memory: 9201 grad_norm: 2.5384 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7805 loss: 2.7805 2022/08/14 19:57:21 - mmengine - INFO - Epoch(train) [108][3300/3757] lr: 6.2743e-02 eta: 2 days, 1:10:54 time: 0.3217 data_time: 0.0179 memory: 9201 grad_norm: 2.6255 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7433 loss: 2.7433 2022/08/14 19:57:54 - mmengine - INFO - Epoch(train) [108][3400/3757] lr: 6.2743e-02 eta: 2 days, 1:10:23 time: 0.3217 data_time: 0.0189 memory: 9201 grad_norm: 2.7092 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.8262 loss: 2.8262 2022/08/14 19:58:26 - mmengine - INFO - Epoch(train) [108][3500/3757] lr: 6.2743e-02 eta: 2 days, 1:09:52 time: 0.3211 data_time: 0.0172 memory: 9201 grad_norm: 2.6225 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7800 loss: 2.7800 2022/08/14 19:58:59 - mmengine - INFO - Epoch(train) [108][3600/3757] lr: 6.2743e-02 eta: 2 days, 1:09:21 time: 0.3216 data_time: 0.0172 memory: 9201 grad_norm: 2.6170 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9923 loss: 2.9923 2022/08/14 19:59:31 - mmengine - INFO - Epoch(train) [108][3700/3757] lr: 6.2743e-02 eta: 2 days, 1:08:50 time: 0.3208 data_time: 0.0169 memory: 9201 grad_norm: 2.5652 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0169 loss: 3.0169 2022/08/14 19:59:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 19:59:49 - mmengine - INFO - Epoch(train) [108][3757/3757] lr: 6.2743e-02 eta: 2 days, 1:08:37 time: 0.3032 data_time: 0.0152 memory: 9201 grad_norm: 2.6191 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 2.8200 loss: 2.8200 2022/08/14 19:59:49 - mmengine - INFO - Saving checkpoint at 108 epochs 2022/08/14 20:00:26 - mmengine - INFO - Epoch(train) [109][100/3757] lr: 6.2149e-02 eta: 2 days, 1:07:54 time: 0.3230 data_time: 0.0192 memory: 9201 grad_norm: 2.6125 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6615 loss: 2.6615 2022/08/14 20:00:59 - mmengine - INFO - Epoch(train) [109][200/3757] lr: 6.2149e-02 eta: 2 days, 1:07:23 time: 0.3192 data_time: 0.0175 memory: 9201 grad_norm: 2.6629 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6613 loss: 2.6613 2022/08/14 20:01:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 20:01:31 - mmengine - INFO - Epoch(train) [109][300/3757] lr: 6.2149e-02 eta: 2 days, 1:06:51 time: 0.3229 data_time: 0.0190 memory: 9201 grad_norm: 2.6701 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8673 loss: 2.8673 2022/08/14 20:02:03 - mmengine - INFO - Epoch(train) [109][400/3757] lr: 6.2149e-02 eta: 2 days, 1:06:20 time: 0.3197 data_time: 0.0176 memory: 9201 grad_norm: 2.6885 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.6072 loss: 2.6072 2022/08/14 20:02:36 - mmengine - INFO - Epoch(train) [109][500/3757] lr: 6.2149e-02 eta: 2 days, 1:05:49 time: 0.3208 data_time: 0.0173 memory: 9201 grad_norm: 2.6833 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.8723 loss: 2.8723 2022/08/14 20:03:08 - mmengine - INFO - Epoch(train) [109][600/3757] lr: 6.2149e-02 eta: 2 days, 1:05:18 time: 0.3220 data_time: 0.0189 memory: 9201 grad_norm: 2.5457 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8516 loss: 2.8516 2022/08/14 20:03:41 - mmengine - INFO - Epoch(train) [109][700/3757] lr: 6.2149e-02 eta: 2 days, 1:04:47 time: 0.3298 data_time: 0.0175 memory: 9201 grad_norm: 2.6984 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5837 loss: 2.5837 2022/08/14 20:04:13 - mmengine - INFO - Epoch(train) [109][800/3757] lr: 6.2149e-02 eta: 2 days, 1:04:16 time: 0.3215 data_time: 0.0175 memory: 9201 grad_norm: 2.6162 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8826 loss: 2.8826 2022/08/14 20:04:45 - mmengine - INFO - Epoch(train) [109][900/3757] lr: 6.2149e-02 eta: 2 days, 1:03:44 time: 0.3218 data_time: 0.0182 memory: 9201 grad_norm: 2.5774 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6395 loss: 2.6395 2022/08/14 20:05:18 - mmengine - INFO - Epoch(train) [109][1000/3757] lr: 6.2149e-02 eta: 2 days, 1:03:13 time: 0.3221 data_time: 0.0175 memory: 9201 grad_norm: 2.6137 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8256 loss: 2.8256 2022/08/14 20:05:50 - mmengine - INFO - Epoch(train) [109][1100/3757] lr: 6.2149e-02 eta: 2 days, 1:02:42 time: 0.3254 data_time: 0.0191 memory: 9201 grad_norm: 2.5535 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2211 loss: 3.2211 2022/08/14 20:06:23 - mmengine - INFO - Epoch(train) [109][1200/3757] lr: 6.2149e-02 eta: 2 days, 1:02:11 time: 0.3218 data_time: 0.0175 memory: 9201 grad_norm: 2.6060 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7439 loss: 2.7439 2022/08/14 20:06:37 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 20:06:55 - mmengine - INFO - Epoch(train) [109][1300/3757] lr: 6.2149e-02 eta: 2 days, 1:01:40 time: 0.3220 data_time: 0.0175 memory: 9201 grad_norm: 2.6435 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6768 loss: 2.6768 2022/08/14 20:07:27 - mmengine - INFO - Epoch(train) [109][1400/3757] lr: 6.2149e-02 eta: 2 days, 1:01:08 time: 0.3223 data_time: 0.0176 memory: 9201 grad_norm: 2.6730 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0023 loss: 3.0023 2022/08/14 20:08:00 - mmengine - INFO - Epoch(train) [109][1500/3757] lr: 6.2149e-02 eta: 2 days, 1:00:37 time: 0.3237 data_time: 0.0189 memory: 9201 grad_norm: 2.6276 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.8405 loss: 2.8405 2022/08/14 20:08:32 - mmengine - INFO - Epoch(train) [109][1600/3757] lr: 6.2149e-02 eta: 2 days, 1:00:06 time: 0.3206 data_time: 0.0179 memory: 9201 grad_norm: 2.6037 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8656 loss: 2.8656 2022/08/14 20:09:04 - mmengine - INFO - Epoch(train) [109][1700/3757] lr: 6.2149e-02 eta: 2 days, 0:59:35 time: 0.3216 data_time: 0.0174 memory: 9201 grad_norm: 2.6095 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.2730 loss: 3.2730 2022/08/14 20:09:37 - mmengine - INFO - Epoch(train) [109][1800/3757] lr: 6.2149e-02 eta: 2 days, 0:59:03 time: 0.3219 data_time: 0.0185 memory: 9201 grad_norm: 2.6618 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6899 loss: 2.6899 2022/08/14 20:10:09 - mmengine - INFO - Epoch(train) [109][1900/3757] lr: 6.2149e-02 eta: 2 days, 0:58:32 time: 0.3211 data_time: 0.0178 memory: 9201 grad_norm: 2.6385 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9055 loss: 2.9055 2022/08/14 20:10:42 - mmengine - INFO - Epoch(train) [109][2000/3757] lr: 6.2149e-02 eta: 2 days, 0:58:01 time: 0.3242 data_time: 0.0176 memory: 9201 grad_norm: 2.6671 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8563 loss: 2.8563 2022/08/14 20:11:14 - mmengine - INFO - Epoch(train) [109][2100/3757] lr: 6.2149e-02 eta: 2 days, 0:57:30 time: 0.3218 data_time: 0.0173 memory: 9201 grad_norm: 2.6849 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.8006 loss: 2.8006 2022/08/14 20:11:47 - mmengine - INFO - Epoch(train) [109][2200/3757] lr: 6.2149e-02 eta: 2 days, 0:56:59 time: 0.3218 data_time: 0.0182 memory: 9201 grad_norm: 2.6621 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 2.8724 loss: 2.8724 2022/08/14 20:12:01 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 20:12:19 - mmengine - INFO - Epoch(train) [109][2300/3757] lr: 6.2149e-02 eta: 2 days, 0:56:27 time: 0.3256 data_time: 0.0183 memory: 9201 grad_norm: 2.6753 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.7910 loss: 2.7910 2022/08/14 20:12:51 - mmengine - INFO - Epoch(train) [109][2400/3757] lr: 6.2149e-02 eta: 2 days, 0:55:56 time: 0.3220 data_time: 0.0177 memory: 9201 grad_norm: 2.6047 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6978 loss: 2.6978 2022/08/14 20:13:24 - mmengine - INFO - Epoch(train) [109][2500/3757] lr: 6.2149e-02 eta: 2 days, 0:55:25 time: 0.3213 data_time: 0.0175 memory: 9201 grad_norm: 2.7339 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8241 loss: 2.8241 2022/08/14 20:13:56 - mmengine - INFO - Epoch(train) [109][2600/3757] lr: 6.2149e-02 eta: 2 days, 0:54:54 time: 0.3253 data_time: 0.0187 memory: 9201 grad_norm: 2.6612 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1111 loss: 3.1111 2022/08/14 20:14:29 - mmengine - INFO - Epoch(train) [109][2700/3757] lr: 6.2149e-02 eta: 2 days, 0:54:23 time: 0.3235 data_time: 0.0173 memory: 9201 grad_norm: 2.6629 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8160 loss: 2.8160 2022/08/14 20:15:01 - mmengine - INFO - Epoch(train) [109][2800/3757] lr: 6.2149e-02 eta: 2 days, 0:53:52 time: 0.3221 data_time: 0.0193 memory: 9201 grad_norm: 2.6794 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2007 loss: 3.2007 2022/08/14 20:15:33 - mmengine - INFO - Epoch(train) [109][2900/3757] lr: 6.2149e-02 eta: 2 days, 0:53:20 time: 0.3206 data_time: 0.0170 memory: 9201 grad_norm: 2.6813 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8145 loss: 2.8145 2022/08/14 20:16:06 - mmengine - INFO - Epoch(train) [109][3000/3757] lr: 6.2149e-02 eta: 2 days, 0:52:49 time: 0.3202 data_time: 0.0175 memory: 9201 grad_norm: 2.6902 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7785 loss: 2.7785 2022/08/14 20:16:38 - mmengine - INFO - Epoch(train) [109][3100/3757] lr: 6.2149e-02 eta: 2 days, 0:52:18 time: 0.3205 data_time: 0.0177 memory: 9201 grad_norm: 2.6674 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7262 loss: 2.7262 2022/08/14 20:17:10 - mmengine - INFO - Epoch(train) [109][3200/3757] lr: 6.2149e-02 eta: 2 days, 0:51:46 time: 0.3222 data_time: 0.0178 memory: 9201 grad_norm: 2.6297 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6250 loss: 2.6250 2022/08/14 20:17:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 20:17:43 - mmengine - INFO - Epoch(train) [109][3300/3757] lr: 6.2149e-02 eta: 2 days, 0:51:15 time: 0.3199 data_time: 0.0179 memory: 9201 grad_norm: 2.6521 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9733 loss: 2.9733 2022/08/14 20:18:15 - mmengine - INFO - Epoch(train) [109][3400/3757] lr: 6.2149e-02 eta: 2 days, 0:50:44 time: 0.3211 data_time: 0.0179 memory: 9201 grad_norm: 2.6968 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6694 loss: 2.6694 2022/08/14 20:18:48 - mmengine - INFO - Epoch(train) [109][3500/3757] lr: 6.2149e-02 eta: 2 days, 0:50:13 time: 0.3225 data_time: 0.0180 memory: 9201 grad_norm: 2.6412 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0181 loss: 3.0181 2022/08/14 20:19:20 - mmengine - INFO - Epoch(train) [109][3600/3757] lr: 6.2149e-02 eta: 2 days, 0:49:41 time: 0.3219 data_time: 0.0180 memory: 9201 grad_norm: 2.7051 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2309 loss: 3.2309 2022/08/14 20:19:52 - mmengine - INFO - Epoch(train) [109][3700/3757] lr: 6.2149e-02 eta: 2 days, 0:49:10 time: 0.3243 data_time: 0.0187 memory: 9201 grad_norm: 2.6607 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.9848 loss: 2.9848 2022/08/14 20:20:10 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 20:20:10 - mmengine - INFO - Epoch(train) [109][3757/3757] lr: 6.2149e-02 eta: 2 days, 0:48:58 time: 0.3079 data_time: 0.0153 memory: 9201 grad_norm: 2.6205 top1_acc: 0.5714 top5_acc: 0.5714 loss_cls: 2.8454 loss: 2.8454 2022/08/14 20:20:45 - mmengine - INFO - Epoch(train) [110][100/3757] lr: 6.1553e-02 eta: 2 days, 0:48:16 time: 0.3194 data_time: 0.0178 memory: 9201 grad_norm: 2.6294 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7454 loss: 2.7454 2022/08/14 20:21:17 - mmengine - INFO - Epoch(train) [110][200/3757] lr: 6.1553e-02 eta: 2 days, 0:47:45 time: 0.3218 data_time: 0.0175 memory: 9201 grad_norm: 2.6028 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6269 loss: 2.6269 2022/08/14 20:21:50 - mmengine - INFO - Epoch(train) [110][300/3757] lr: 6.1553e-02 eta: 2 days, 0:47:14 time: 0.3232 data_time: 0.0187 memory: 9201 grad_norm: 2.7080 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7179 loss: 2.7179 2022/08/14 20:22:22 - mmengine - INFO - Epoch(train) [110][400/3757] lr: 6.1553e-02 eta: 2 days, 0:46:42 time: 0.3240 data_time: 0.0178 memory: 9201 grad_norm: 2.6028 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7228 loss: 2.7228 2022/08/14 20:22:50 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 20:22:54 - mmengine - INFO - Epoch(train) [110][500/3757] lr: 6.1553e-02 eta: 2 days, 0:46:11 time: 0.3217 data_time: 0.0180 memory: 9201 grad_norm: 2.7192 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8330 loss: 2.8330 2022/08/14 20:23:27 - mmengine - INFO - Epoch(train) [110][600/3757] lr: 6.1553e-02 eta: 2 days, 0:45:40 time: 0.3213 data_time: 0.0178 memory: 9201 grad_norm: 2.6542 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.7572 loss: 2.7572 2022/08/14 20:23:59 - mmengine - INFO - Epoch(train) [110][700/3757] lr: 6.1553e-02 eta: 2 days, 0:45:09 time: 0.3224 data_time: 0.0189 memory: 9201 grad_norm: 2.6041 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6722 loss: 2.6722 2022/08/14 20:24:32 - mmengine - INFO - Epoch(train) [110][800/3757] lr: 6.1553e-02 eta: 2 days, 0:44:38 time: 0.3328 data_time: 0.0184 memory: 9201 grad_norm: 2.5842 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9602 loss: 2.9602 2022/08/14 20:25:04 - mmengine - INFO - Epoch(train) [110][900/3757] lr: 6.1553e-02 eta: 2 days, 0:44:07 time: 0.3204 data_time: 0.0171 memory: 9201 grad_norm: 2.5787 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9696 loss: 2.9696 2022/08/14 20:25:37 - mmengine - INFO - Epoch(train) [110][1000/3757] lr: 6.1553e-02 eta: 2 days, 0:43:36 time: 0.3206 data_time: 0.0169 memory: 9201 grad_norm: 2.5932 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7371 loss: 2.7371 2022/08/14 20:26:09 - mmengine - INFO - Epoch(train) [110][1100/3757] lr: 6.1553e-02 eta: 2 days, 0:43:04 time: 0.3210 data_time: 0.0173 memory: 9201 grad_norm: 2.6605 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9238 loss: 2.9238 2022/08/14 20:26:41 - mmengine - INFO - Epoch(train) [110][1200/3757] lr: 6.1553e-02 eta: 2 days, 0:42:33 time: 0.3221 data_time: 0.0180 memory: 9201 grad_norm: 2.6841 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7812 loss: 2.7812 2022/08/14 20:27:14 - mmengine - INFO - Epoch(train) [110][1300/3757] lr: 6.1553e-02 eta: 2 days, 0:42:02 time: 0.3224 data_time: 0.0182 memory: 9201 grad_norm: 2.6382 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8463 loss: 2.8463 2022/08/14 20:27:46 - mmengine - INFO - Epoch(train) [110][1400/3757] lr: 6.1553e-02 eta: 2 days, 0:41:31 time: 0.3229 data_time: 0.0185 memory: 9201 grad_norm: 2.6294 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 3.0993 loss: 3.0993 2022/08/14 20:28:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 20:28:19 - mmengine - INFO - Epoch(train) [110][1500/3757] lr: 6.1553e-02 eta: 2 days, 0:40:59 time: 0.3232 data_time: 0.0201 memory: 9201 grad_norm: 2.6305 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9409 loss: 2.9409 2022/08/14 20:28:51 - mmengine - INFO - Epoch(train) [110][1600/3757] lr: 6.1553e-02 eta: 2 days, 0:40:28 time: 0.3248 data_time: 0.0189 memory: 9201 grad_norm: 2.6639 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.9122 loss: 2.9122 2022/08/14 20:29:24 - mmengine - INFO - Epoch(train) [110][1700/3757] lr: 6.1553e-02 eta: 2 days, 0:39:57 time: 0.3215 data_time: 0.0178 memory: 9201 grad_norm: 2.6527 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.9305 loss: 2.9305 2022/08/14 20:29:56 - mmengine - INFO - Epoch(train) [110][1800/3757] lr: 6.1553e-02 eta: 2 days, 0:39:26 time: 0.3206 data_time: 0.0176 memory: 9201 grad_norm: 2.6342 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8051 loss: 2.8051 2022/08/14 20:30:28 - mmengine - INFO - Epoch(train) [110][1900/3757] lr: 6.1553e-02 eta: 2 days, 0:38:55 time: 0.3205 data_time: 0.0176 memory: 9201 grad_norm: 2.5634 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9075 loss: 2.9075 2022/08/14 20:31:01 - mmengine - INFO - Epoch(train) [110][2000/3757] lr: 6.1553e-02 eta: 2 days, 0:38:24 time: 0.3254 data_time: 0.0167 memory: 9201 grad_norm: 2.6114 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8460 loss: 2.8460 2022/08/14 20:31:33 - mmengine - INFO - Epoch(train) [110][2100/3757] lr: 6.1553e-02 eta: 2 days, 0:37:52 time: 0.3208 data_time: 0.0176 memory: 9201 grad_norm: 2.6511 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8589 loss: 2.8589 2022/08/14 20:32:06 - mmengine - INFO - Epoch(train) [110][2200/3757] lr: 6.1553e-02 eta: 2 days, 0:37:21 time: 0.3209 data_time: 0.0173 memory: 9201 grad_norm: 2.7008 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8240 loss: 2.8240 2022/08/14 20:32:38 - mmengine - INFO - Epoch(train) [110][2300/3757] lr: 6.1553e-02 eta: 2 days, 0:36:50 time: 0.3198 data_time: 0.0171 memory: 9201 grad_norm: 2.7069 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9053 loss: 2.9053 2022/08/14 20:33:10 - mmengine - INFO - Epoch(train) [110][2400/3757] lr: 6.1553e-02 eta: 2 days, 0:36:18 time: 0.3226 data_time: 0.0180 memory: 9201 grad_norm: 2.5369 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6375 loss: 2.6375 2022/08/14 20:33:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 20:33:42 - mmengine - INFO - Epoch(train) [110][2500/3757] lr: 6.1553e-02 eta: 2 days, 0:35:47 time: 0.3216 data_time: 0.0174 memory: 9201 grad_norm: 2.6667 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9555 loss: 2.9555 2022/08/14 20:34:15 - mmengine - INFO - Epoch(train) [110][2600/3757] lr: 6.1553e-02 eta: 2 days, 0:35:16 time: 0.3207 data_time: 0.0173 memory: 9201 grad_norm: 2.6330 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7370 loss: 2.7370 2022/08/14 20:34:47 - mmengine - INFO - Epoch(train) [110][2700/3757] lr: 6.1553e-02 eta: 2 days, 0:34:45 time: 0.3209 data_time: 0.0176 memory: 9201 grad_norm: 2.6414 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7573 loss: 2.7573 2022/08/14 20:35:20 - mmengine - INFO - Epoch(train) [110][2800/3757] lr: 6.1553e-02 eta: 2 days, 0:34:13 time: 0.3213 data_time: 0.0173 memory: 9201 grad_norm: 2.6313 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 2.9008 loss: 2.9008 2022/08/14 20:35:52 - mmengine - INFO - Epoch(train) [110][2900/3757] lr: 6.1553e-02 eta: 2 days, 0:33:42 time: 0.3232 data_time: 0.0191 memory: 9201 grad_norm: 2.5946 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7330 loss: 2.7330 2022/08/14 20:36:24 - mmengine - INFO - Epoch(train) [110][3000/3757] lr: 6.1553e-02 eta: 2 days, 0:33:11 time: 0.3205 data_time: 0.0173 memory: 9201 grad_norm: 2.6378 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6861 loss: 2.6861 2022/08/14 20:36:57 - mmengine - INFO - Epoch(train) [110][3100/3757] lr: 6.1553e-02 eta: 2 days, 0:32:39 time: 0.3202 data_time: 0.0172 memory: 9201 grad_norm: 2.6684 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0345 loss: 3.0345 2022/08/14 20:37:29 - mmengine - INFO - Epoch(train) [110][3200/3757] lr: 6.1553e-02 eta: 2 days, 0:32:08 time: 0.3220 data_time: 0.0176 memory: 9201 grad_norm: 2.6526 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8246 loss: 2.8246 2022/08/14 20:38:01 - mmengine - INFO - Epoch(train) [110][3300/3757] lr: 6.1553e-02 eta: 2 days, 0:31:37 time: 0.3217 data_time: 0.0198 memory: 9201 grad_norm: 2.6503 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6424 loss: 2.6424 2022/08/14 20:38:34 - mmengine - INFO - Epoch(train) [110][3400/3757] lr: 6.1553e-02 eta: 2 days, 0:31:05 time: 0.3209 data_time: 0.0164 memory: 9201 grad_norm: 2.7450 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9994 loss: 2.9994 2022/08/14 20:39:02 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 20:39:06 - mmengine - INFO - Epoch(train) [110][3500/3757] lr: 6.1553e-02 eta: 2 days, 0:30:34 time: 0.3216 data_time: 0.0177 memory: 9201 grad_norm: 2.6439 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5030 loss: 2.5030 2022/08/14 20:39:38 - mmengine - INFO - Epoch(train) [110][3600/3757] lr: 6.1553e-02 eta: 2 days, 0:30:03 time: 0.3208 data_time: 0.0178 memory: 9201 grad_norm: 2.6642 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8770 loss: 2.8770 2022/08/14 20:40:11 - mmengine - INFO - Epoch(train) [110][3700/3757] lr: 6.1553e-02 eta: 2 days, 0:29:31 time: 0.3202 data_time: 0.0167 memory: 9201 grad_norm: 2.7091 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0199 loss: 3.0199 2022/08/14 20:40:29 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 20:40:29 - mmengine - INFO - Epoch(train) [110][3757/3757] lr: 6.1553e-02 eta: 2 days, 0:29:19 time: 0.3043 data_time: 0.0159 memory: 9201 grad_norm: 2.5995 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 2.6695 loss: 2.6695 2022/08/14 20:40:51 - mmengine - INFO - Epoch(val) [110][100/310] eta: 0:00:46 time: 0.2219 data_time: 0.1129 memory: 1522 2022/08/14 20:41:12 - mmengine - INFO - Epoch(val) [110][200/310] eta: 0:00:20 time: 0.1878 data_time: 0.0733 memory: 1522 2022/08/14 20:41:33 - mmengine - INFO - Epoch(val) [110][300/310] eta: 0:00:02 time: 0.2107 data_time: 0.1016 memory: 1522 2022/08/14 20:41:38 - mmengine - INFO - Epoch(val) [110][310/310] acc/top1: 0.4513 acc/top5: 0.7263 acc/mean1: 0.4511 2022/08/14 20:41:38 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb/best_acc/top1_epoch_91.pth is removed 2022/08/14 20:41:40 - mmengine - INFO - The best checkpoint with 0.4513 acc/top1 at 111 epoch is saved to best_acc/top1_epoch_111.pth. 2022/08/14 20:42:14 - mmengine - INFO - Epoch(train) [111][100/3757] lr: 6.0955e-02 eta: 2 days, 0:28:36 time: 0.3203 data_time: 0.0164 memory: 9201 grad_norm: 2.6799 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.9521 loss: 2.9521 2022/08/14 20:42:46 - mmengine - INFO - Epoch(train) [111][200/3757] lr: 6.0955e-02 eta: 2 days, 0:28:05 time: 0.3209 data_time: 0.0178 memory: 9201 grad_norm: 2.6768 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.4295 loss: 2.4295 2022/08/14 20:43:18 - mmengine - INFO - Epoch(train) [111][300/3757] lr: 6.0955e-02 eta: 2 days, 0:27:34 time: 0.3202 data_time: 0.0180 memory: 9201 grad_norm: 2.6743 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7627 loss: 2.7627 2022/08/14 20:43:51 - mmengine - INFO - Epoch(train) [111][400/3757] lr: 6.0955e-02 eta: 2 days, 0:27:03 time: 0.3207 data_time: 0.0173 memory: 9201 grad_norm: 2.7132 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7317 loss: 2.7317 2022/08/14 20:44:23 - mmengine - INFO - Epoch(train) [111][500/3757] lr: 6.0955e-02 eta: 2 days, 0:26:31 time: 0.3238 data_time: 0.0179 memory: 9201 grad_norm: 2.6819 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6908 loss: 2.6908 2022/08/14 20:44:56 - mmengine - INFO - Epoch(train) [111][600/3757] lr: 6.0955e-02 eta: 2 days, 0:26:00 time: 0.3201 data_time: 0.0177 memory: 9201 grad_norm: 2.6408 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9711 loss: 2.9711 2022/08/14 20:45:28 - mmengine - INFO - Epoch(train) [111][700/3757] lr: 6.0955e-02 eta: 2 days, 0:25:29 time: 0.3208 data_time: 0.0174 memory: 9201 grad_norm: 2.6891 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.8549 loss: 2.8549 2022/08/14 20:45:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 20:46:00 - mmengine - INFO - Epoch(train) [111][800/3757] lr: 6.0955e-02 eta: 2 days, 0:24:57 time: 0.3234 data_time: 0.0184 memory: 9201 grad_norm: 2.6516 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.6520 loss: 2.6520 2022/08/14 20:46:33 - mmengine - INFO - Epoch(train) [111][900/3757] lr: 6.0955e-02 eta: 2 days, 0:24:26 time: 0.3218 data_time: 0.0183 memory: 9201 grad_norm: 2.7180 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7673 loss: 2.7673 2022/08/14 20:47:05 - mmengine - INFO - Epoch(train) [111][1000/3757] lr: 6.0955e-02 eta: 2 days, 0:23:55 time: 0.3211 data_time: 0.0177 memory: 9201 grad_norm: 2.7034 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7939 loss: 2.7939 2022/08/14 20:47:37 - mmengine - INFO - Epoch(train) [111][1100/3757] lr: 6.0955e-02 eta: 2 days, 0:23:23 time: 0.3201 data_time: 0.0170 memory: 9201 grad_norm: 2.6838 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0681 loss: 3.0681 2022/08/14 20:48:10 - mmengine - INFO - Epoch(train) [111][1200/3757] lr: 6.0955e-02 eta: 2 days, 0:22:52 time: 0.3221 data_time: 0.0171 memory: 9201 grad_norm: 2.6813 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0393 loss: 3.0393 2022/08/14 20:48:42 - mmengine - INFO - Epoch(train) [111][1300/3757] lr: 6.0955e-02 eta: 2 days, 0:22:21 time: 0.3227 data_time: 0.0182 memory: 9201 grad_norm: 2.6483 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9579 loss: 2.9579 2022/08/14 20:49:14 - mmengine - INFO - Epoch(train) [111][1400/3757] lr: 6.0955e-02 eta: 2 days, 0:21:49 time: 0.3209 data_time: 0.0170 memory: 9201 grad_norm: 2.6878 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8882 loss: 2.8882 2022/08/14 20:49:47 - mmengine - INFO - Epoch(train) [111][1500/3757] lr: 6.0955e-02 eta: 2 days, 0:21:18 time: 0.3197 data_time: 0.0172 memory: 9201 grad_norm: 2.6582 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8340 loss: 2.8340 2022/08/14 20:50:19 - mmengine - INFO - Epoch(train) [111][1600/3757] lr: 6.0955e-02 eta: 2 days, 0:20:47 time: 0.3227 data_time: 0.0178 memory: 9201 grad_norm: 2.6339 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9410 loss: 2.9410 2022/08/14 20:50:51 - mmengine - INFO - Epoch(train) [111][1700/3757] lr: 6.0955e-02 eta: 2 days, 0:20:15 time: 0.3224 data_time: 0.0171 memory: 9201 grad_norm: 2.6617 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6689 loss: 2.6689 2022/08/14 20:51:01 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 20:51:24 - mmengine - INFO - Epoch(train) [111][1800/3757] lr: 6.0955e-02 eta: 2 days, 0:19:44 time: 0.3214 data_time: 0.0180 memory: 9201 grad_norm: 2.8021 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8409 loss: 2.8409 2022/08/14 20:51:56 - mmengine - INFO - Epoch(train) [111][1900/3757] lr: 6.0955e-02 eta: 2 days, 0:19:13 time: 0.3209 data_time: 0.0181 memory: 9201 grad_norm: 2.6596 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7014 loss: 2.7014 2022/08/14 20:52:28 - mmengine - INFO - Epoch(train) [111][2000/3757] lr: 6.0955e-02 eta: 2 days, 0:18:41 time: 0.3202 data_time: 0.0167 memory: 9201 grad_norm: 2.6643 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8668 loss: 2.8668 2022/08/14 20:53:01 - mmengine - INFO - Epoch(train) [111][2100/3757] lr: 6.0955e-02 eta: 2 days, 0:18:10 time: 0.3235 data_time: 0.0192 memory: 9201 grad_norm: 2.6846 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0105 loss: 3.0105 2022/08/14 20:53:33 - mmengine - INFO - Epoch(train) [111][2200/3757] lr: 6.0955e-02 eta: 2 days, 0:17:39 time: 0.3213 data_time: 0.0178 memory: 9201 grad_norm: 2.6578 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1774 loss: 3.1774 2022/08/14 20:54:05 - mmengine - INFO - Epoch(train) [111][2300/3757] lr: 6.0955e-02 eta: 2 days, 0:17:07 time: 0.3237 data_time: 0.0185 memory: 9201 grad_norm: 2.6070 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6680 loss: 2.6680 2022/08/14 20:54:38 - mmengine - INFO - Epoch(train) [111][2400/3757] lr: 6.0955e-02 eta: 2 days, 0:16:36 time: 0.3210 data_time: 0.0169 memory: 9201 grad_norm: 2.6483 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8403 loss: 2.8403 2022/08/14 20:55:10 - mmengine - INFO - Epoch(train) [111][2500/3757] lr: 6.0955e-02 eta: 2 days, 0:16:05 time: 0.3213 data_time: 0.0178 memory: 9201 grad_norm: 2.6612 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7946 loss: 2.7946 2022/08/14 20:55:43 - mmengine - INFO - Epoch(train) [111][2600/3757] lr: 6.0955e-02 eta: 2 days, 0:15:34 time: 0.3231 data_time: 0.0177 memory: 9201 grad_norm: 2.6818 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6567 loss: 2.6567 2022/08/14 20:56:15 - mmengine - INFO - Epoch(train) [111][2700/3757] lr: 6.0955e-02 eta: 2 days, 0:15:03 time: 0.3256 data_time: 0.0175 memory: 9201 grad_norm: 2.7928 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1718 loss: 3.1718 2022/08/14 20:56:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 20:56:47 - mmengine - INFO - Epoch(train) [111][2800/3757] lr: 6.0955e-02 eta: 2 days, 0:14:31 time: 0.3202 data_time: 0.0178 memory: 9201 grad_norm: 2.6357 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7777 loss: 2.7777 2022/08/14 20:57:20 - mmengine - INFO - Epoch(train) [111][2900/3757] lr: 6.0955e-02 eta: 2 days, 0:14:00 time: 0.3209 data_time: 0.0167 memory: 9201 grad_norm: 2.6554 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8967 loss: 2.8967 2022/08/14 20:57:52 - mmengine - INFO - Epoch(train) [111][3000/3757] lr: 6.0955e-02 eta: 2 days, 0:13:29 time: 0.3210 data_time: 0.0172 memory: 9201 grad_norm: 2.7030 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8131 loss: 2.8131 2022/08/14 20:58:25 - mmengine - INFO - Epoch(train) [111][3100/3757] lr: 6.0955e-02 eta: 2 days, 0:12:58 time: 0.3208 data_time: 0.0179 memory: 9201 grad_norm: 2.7160 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0131 loss: 3.0131 2022/08/14 20:58:57 - mmengine - INFO - Epoch(train) [111][3200/3757] lr: 6.0955e-02 eta: 2 days, 0:12:26 time: 0.3200 data_time: 0.0177 memory: 9201 grad_norm: 2.6823 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6897 loss: 2.6897 2022/08/14 20:59:29 - mmengine - INFO - Epoch(train) [111][3300/3757] lr: 6.0955e-02 eta: 2 days, 0:11:55 time: 0.3216 data_time: 0.0179 memory: 9201 grad_norm: 2.6889 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7064 loss: 2.7064 2022/08/14 21:00:02 - mmengine - INFO - Epoch(train) [111][3400/3757] lr: 6.0955e-02 eta: 2 days, 0:11:24 time: 0.3205 data_time: 0.0176 memory: 9201 grad_norm: 2.6143 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0055 loss: 3.0055 2022/08/14 21:00:34 - mmengine - INFO - Epoch(train) [111][3500/3757] lr: 6.0955e-02 eta: 2 days, 0:10:52 time: 0.3239 data_time: 0.0195 memory: 9201 grad_norm: 2.6384 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8568 loss: 2.8568 2022/08/14 21:01:06 - mmengine - INFO - Epoch(train) [111][3600/3757] lr: 6.0955e-02 eta: 2 days, 0:10:21 time: 0.3221 data_time: 0.0175 memory: 9201 grad_norm: 2.6330 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6938 loss: 2.6938 2022/08/14 21:01:39 - mmengine - INFO - Epoch(train) [111][3700/3757] lr: 6.0955e-02 eta: 2 days, 0:09:51 time: 0.3208 data_time: 0.0168 memory: 9201 grad_norm: 2.6158 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8124 loss: 2.8124 2022/08/14 21:01:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 21:01:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 21:01:57 - mmengine - INFO - Epoch(train) [111][3757/3757] lr: 6.0955e-02 eta: 2 days, 0:09:38 time: 0.3054 data_time: 0.0153 memory: 9201 grad_norm: 2.6067 top1_acc: 0.4286 top5_acc: 0.4286 loss_cls: 3.0084 loss: 3.0084 2022/08/14 21:02:32 - mmengine - INFO - Epoch(train) [112][100/3757] lr: 6.0356e-02 eta: 2 days, 0:08:57 time: 0.3212 data_time: 0.0163 memory: 9201 grad_norm: 2.7067 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7883 loss: 2.7883 2022/08/14 21:03:04 - mmengine - INFO - Epoch(train) [112][200/3757] lr: 6.0356e-02 eta: 2 days, 0:08:26 time: 0.3240 data_time: 0.0188 memory: 9201 grad_norm: 2.6252 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9475 loss: 2.9475 2022/08/14 21:03:37 - mmengine - INFO - Epoch(train) [112][300/3757] lr: 6.0356e-02 eta: 2 days, 0:07:54 time: 0.3200 data_time: 0.0173 memory: 9201 grad_norm: 2.6993 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9079 loss: 2.9079 2022/08/14 21:04:09 - mmengine - INFO - Epoch(train) [112][400/3757] lr: 6.0356e-02 eta: 2 days, 0:07:23 time: 0.3200 data_time: 0.0169 memory: 9201 grad_norm: 2.6439 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7509 loss: 2.7509 2022/08/14 21:04:41 - mmengine - INFO - Epoch(train) [112][500/3757] lr: 6.0356e-02 eta: 2 days, 0:06:52 time: 0.3210 data_time: 0.0172 memory: 9201 grad_norm: 2.6562 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1594 loss: 3.1594 2022/08/14 21:05:14 - mmengine - INFO - Epoch(train) [112][600/3757] lr: 6.0356e-02 eta: 2 days, 0:06:21 time: 0.3218 data_time: 0.0202 memory: 9201 grad_norm: 2.6941 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7213 loss: 2.7213 2022/08/14 21:05:46 - mmengine - INFO - Epoch(train) [112][700/3757] lr: 6.0356e-02 eta: 2 days, 0:05:50 time: 0.3236 data_time: 0.0180 memory: 9201 grad_norm: 2.6631 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7076 loss: 2.7076 2022/08/14 21:06:19 - mmengine - INFO - Epoch(train) [112][800/3757] lr: 6.0356e-02 eta: 2 days, 0:05:18 time: 0.3203 data_time: 0.0170 memory: 9201 grad_norm: 2.7240 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5992 loss: 2.5992 2022/08/14 21:06:51 - mmengine - INFO - Epoch(train) [112][900/3757] lr: 6.0356e-02 eta: 2 days, 0:04:47 time: 0.3221 data_time: 0.0176 memory: 9201 grad_norm: 2.7024 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8843 loss: 2.8843 2022/08/14 21:07:15 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 21:07:23 - mmengine - INFO - Epoch(train) [112][1000/3757] lr: 6.0356e-02 eta: 2 days, 0:04:16 time: 0.3227 data_time: 0.0182 memory: 9201 grad_norm: 2.7439 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.9188 loss: 2.9188 2022/08/14 21:07:56 - mmengine - INFO - Epoch(train) [112][1100/3757] lr: 6.0356e-02 eta: 2 days, 0:03:45 time: 0.3212 data_time: 0.0182 memory: 9201 grad_norm: 2.7025 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 2.9980 loss: 2.9980 2022/08/14 21:08:29 - mmengine - INFO - Epoch(train) [112][1200/3757] lr: 6.0356e-02 eta: 2 days, 0:03:13 time: 0.3225 data_time: 0.0173 memory: 9201 grad_norm: 2.6776 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1705 loss: 3.1705 2022/08/14 21:09:01 - mmengine - INFO - Epoch(train) [112][1300/3757] lr: 6.0356e-02 eta: 2 days, 0:02:42 time: 0.3207 data_time: 0.0174 memory: 9201 grad_norm: 2.5528 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8872 loss: 2.8872 2022/08/14 21:09:33 - mmengine - INFO - Epoch(train) [112][1400/3757] lr: 6.0356e-02 eta: 2 days, 0:02:11 time: 0.3215 data_time: 0.0169 memory: 9201 grad_norm: 2.6732 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6120 loss: 2.6120 2022/08/14 21:10:06 - mmengine - INFO - Epoch(train) [112][1500/3757] lr: 6.0356e-02 eta: 2 days, 0:01:40 time: 0.3246 data_time: 0.0185 memory: 9201 grad_norm: 2.5577 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8021 loss: 2.8021 2022/08/14 21:10:38 - mmengine - INFO - Epoch(train) [112][1600/3757] lr: 6.0356e-02 eta: 2 days, 0:01:08 time: 0.3204 data_time: 0.0179 memory: 9201 grad_norm: 2.6894 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7648 loss: 2.7648 2022/08/14 21:11:11 - mmengine - INFO - Epoch(train) [112][1700/3757] lr: 6.0356e-02 eta: 2 days, 0:00:37 time: 0.3217 data_time: 0.0173 memory: 9201 grad_norm: 2.6943 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9863 loss: 2.9863 2022/08/14 21:11:43 - mmengine - INFO - Epoch(train) [112][1800/3757] lr: 6.0356e-02 eta: 2 days, 0:00:06 time: 0.3206 data_time: 0.0179 memory: 9201 grad_norm: 2.7098 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7776 loss: 2.7776 2022/08/14 21:12:15 - mmengine - INFO - Epoch(train) [112][1900/3757] lr: 6.0356e-02 eta: 1 day, 23:59:35 time: 0.3234 data_time: 0.0175 memory: 9201 grad_norm: 2.7664 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7296 loss: 2.7296 2022/08/14 21:12:39 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 21:12:48 - mmengine - INFO - Epoch(train) [112][2000/3757] lr: 6.0356e-02 eta: 1 day, 23:59:04 time: 0.3216 data_time: 0.0180 memory: 9201 grad_norm: 2.7360 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6532 loss: 2.6532 2022/08/14 21:13:20 - mmengine - INFO - Epoch(train) [112][2100/3757] lr: 6.0356e-02 eta: 1 day, 23:58:32 time: 0.3214 data_time: 0.0183 memory: 9201 grad_norm: 2.5808 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4798 loss: 2.4798 2022/08/14 21:13:53 - mmengine - INFO - Epoch(train) [112][2200/3757] lr: 6.0356e-02 eta: 1 day, 23:58:01 time: 0.3210 data_time: 0.0184 memory: 9201 grad_norm: 2.6616 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7145 loss: 2.7145 2022/08/14 21:14:25 - mmengine - INFO - Epoch(train) [112][2300/3757] lr: 6.0356e-02 eta: 1 day, 23:57:30 time: 0.3242 data_time: 0.0183 memory: 9201 grad_norm: 2.6732 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.9013 loss: 2.9013 2022/08/14 21:14:58 - mmengine - INFO - Epoch(train) [112][2400/3757] lr: 6.0356e-02 eta: 1 day, 23:56:59 time: 0.3218 data_time: 0.0178 memory: 9201 grad_norm: 2.6871 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5802 loss: 2.5802 2022/08/14 21:15:30 - mmengine - INFO - Epoch(train) [112][2500/3757] lr: 6.0356e-02 eta: 1 day, 23:56:27 time: 0.3231 data_time: 0.0171 memory: 9201 grad_norm: 2.7736 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0044 loss: 3.0044 2022/08/14 21:16:02 - mmengine - INFO - Epoch(train) [112][2600/3757] lr: 6.0356e-02 eta: 1 day, 23:55:56 time: 0.3202 data_time: 0.0168 memory: 9201 grad_norm: 2.6181 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8034 loss: 2.8034 2022/08/14 21:16:35 - mmengine - INFO - Epoch(train) [112][2700/3757] lr: 6.0356e-02 eta: 1 day, 23:55:25 time: 0.3230 data_time: 0.0180 memory: 9201 grad_norm: 2.7301 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.8660 loss: 2.8660 2022/08/14 21:17:07 - mmengine - INFO - Epoch(train) [112][2800/3757] lr: 6.0356e-02 eta: 1 day, 23:54:53 time: 0.3234 data_time: 0.0178 memory: 9201 grad_norm: 2.6077 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9512 loss: 2.9512 2022/08/14 21:17:40 - mmengine - INFO - Epoch(train) [112][2900/3757] lr: 6.0356e-02 eta: 1 day, 23:54:22 time: 0.3216 data_time: 0.0169 memory: 9201 grad_norm: 2.6763 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6961 loss: 2.6961 2022/08/14 21:18:03 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 21:18:12 - mmengine - INFO - Epoch(train) [112][3000/3757] lr: 6.0356e-02 eta: 1 day, 23:53:51 time: 0.3211 data_time: 0.0175 memory: 9201 grad_norm: 2.6939 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8533 loss: 2.8533 2022/08/14 21:18:44 - mmengine - INFO - Epoch(train) [112][3100/3757] lr: 6.0356e-02 eta: 1 day, 23:53:20 time: 0.3247 data_time: 0.0187 memory: 9201 grad_norm: 2.6600 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8326 loss: 2.8326 2022/08/14 21:19:17 - mmengine - INFO - Epoch(train) [112][3200/3757] lr: 6.0356e-02 eta: 1 day, 23:52:49 time: 0.3341 data_time: 0.0180 memory: 9201 grad_norm: 2.6918 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9247 loss: 2.9247 2022/08/14 21:19:50 - mmengine - INFO - Epoch(train) [112][3300/3757] lr: 6.0356e-02 eta: 1 day, 23:52:18 time: 0.3221 data_time: 0.0173 memory: 9201 grad_norm: 2.6930 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7458 loss: 2.7458 2022/08/14 21:20:22 - mmengine - INFO - Epoch(train) [112][3400/3757] lr: 6.0356e-02 eta: 1 day, 23:51:47 time: 0.3213 data_time: 0.0174 memory: 9201 grad_norm: 2.6975 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.7508 loss: 2.7508 2022/08/14 21:20:54 - mmengine - INFO - Epoch(train) [112][3500/3757] lr: 6.0356e-02 eta: 1 day, 23:51:15 time: 0.3248 data_time: 0.0184 memory: 9201 grad_norm: 2.6559 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1546 loss: 3.1546 2022/08/14 21:21:27 - mmengine - INFO - Epoch(train) [112][3600/3757] lr: 6.0356e-02 eta: 1 day, 23:50:44 time: 0.3212 data_time: 0.0182 memory: 9201 grad_norm: 2.5981 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8728 loss: 2.8728 2022/08/14 21:21:59 - mmengine - INFO - Epoch(train) [112][3700/3757] lr: 6.0356e-02 eta: 1 day, 23:50:13 time: 0.3208 data_time: 0.0175 memory: 9201 grad_norm: 2.7443 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9104 loss: 2.9104 2022/08/14 21:22:18 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 21:22:18 - mmengine - INFO - Epoch(train) [112][3757/3757] lr: 6.0356e-02 eta: 1 day, 23:50:00 time: 0.3082 data_time: 0.0166 memory: 9201 grad_norm: 2.5732 top1_acc: 0.2857 top5_acc: 0.2857 loss_cls: 2.6985 loss: 2.6985 2022/08/14 21:22:18 - mmengine - INFO - Saving checkpoint at 112 epochs 2022/08/14 21:22:54 - mmengine - INFO - Epoch(train) [113][100/3757] lr: 5.9755e-02 eta: 1 day, 23:49:18 time: 0.3236 data_time: 0.0195 memory: 9201 grad_norm: 2.6997 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8836 loss: 2.8836 2022/08/14 21:23:27 - mmengine - INFO - Epoch(train) [113][200/3757] lr: 5.9755e-02 eta: 1 day, 23:48:46 time: 0.3220 data_time: 0.0171 memory: 9201 grad_norm: 2.7330 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8803 loss: 2.8803 2022/08/14 21:23:32 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 21:23:59 - mmengine - INFO - Epoch(train) [113][300/3757] lr: 5.9755e-02 eta: 1 day, 23:48:15 time: 0.3219 data_time: 0.0180 memory: 9201 grad_norm: 2.7125 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3055 loss: 2.3055 2022/08/14 21:24:32 - mmengine - INFO - Epoch(train) [113][400/3757] lr: 5.9755e-02 eta: 1 day, 23:47:44 time: 0.3210 data_time: 0.0176 memory: 9201 grad_norm: 2.6999 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9131 loss: 2.9131 2022/08/14 21:25:04 - mmengine - INFO - Epoch(train) [113][500/3757] lr: 5.9755e-02 eta: 1 day, 23:47:13 time: 0.3216 data_time: 0.0172 memory: 9201 grad_norm: 2.7326 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8205 loss: 2.8205 2022/08/14 21:25:37 - mmengine - INFO - Epoch(train) [113][600/3757] lr: 5.9755e-02 eta: 1 day, 23:46:42 time: 0.3219 data_time: 0.0178 memory: 9201 grad_norm: 2.7142 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7924 loss: 2.7924 2022/08/14 21:26:09 - mmengine - INFO - Epoch(train) [113][700/3757] lr: 5.9755e-02 eta: 1 day, 23:46:10 time: 0.3208 data_time: 0.0165 memory: 9201 grad_norm: 2.6625 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7410 loss: 2.7410 2022/08/14 21:26:42 - mmengine - INFO - Epoch(train) [113][800/3757] lr: 5.9755e-02 eta: 1 day, 23:45:39 time: 0.3214 data_time: 0.0174 memory: 9201 grad_norm: 2.5979 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5442 loss: 2.5442 2022/08/14 21:27:14 - mmengine - INFO - Epoch(train) [113][900/3757] lr: 5.9755e-02 eta: 1 day, 23:45:08 time: 0.3233 data_time: 0.0190 memory: 9201 grad_norm: 2.6928 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4782 loss: 2.4782 2022/08/14 21:27:47 - mmengine - INFO - Epoch(train) [113][1000/3757] lr: 5.9755e-02 eta: 1 day, 23:44:37 time: 0.3226 data_time: 0.0191 memory: 9201 grad_norm: 2.6631 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7508 loss: 2.7508 2022/08/14 21:28:19 - mmengine - INFO - Epoch(train) [113][1100/3757] lr: 5.9755e-02 eta: 1 day, 23:44:06 time: 0.3223 data_time: 0.0178 memory: 9201 grad_norm: 2.6511 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9270 loss: 2.9270 2022/08/14 21:28:51 - mmengine - INFO - Epoch(train) [113][1200/3757] lr: 5.9755e-02 eta: 1 day, 23:43:34 time: 0.3217 data_time: 0.0186 memory: 9201 grad_norm: 2.7107 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.0308 loss: 3.0308 2022/08/14 21:28:56 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 21:29:24 - mmengine - INFO - Epoch(train) [113][1300/3757] lr: 5.9755e-02 eta: 1 day, 23:43:03 time: 0.3230 data_time: 0.0174 memory: 9201 grad_norm: 2.6174 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7376 loss: 2.7376 2022/08/14 21:29:56 - mmengine - INFO - Epoch(train) [113][1400/3757] lr: 5.9755e-02 eta: 1 day, 23:42:32 time: 0.3203 data_time: 0.0176 memory: 9201 grad_norm: 2.7763 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8341 loss: 2.8341 2022/08/14 21:30:29 - mmengine - INFO - Epoch(train) [113][1500/3757] lr: 5.9755e-02 eta: 1 day, 23:42:01 time: 0.3260 data_time: 0.0185 memory: 9201 grad_norm: 2.6164 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.4672 loss: 2.4672 2022/08/14 21:31:01 - mmengine - INFO - Epoch(train) [113][1600/3757] lr: 5.9755e-02 eta: 1 day, 23:41:29 time: 0.3207 data_time: 0.0176 memory: 9201 grad_norm: 2.7096 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.7200 loss: 2.7200 2022/08/14 21:31:33 - mmengine - INFO - Epoch(train) [113][1700/3757] lr: 5.9755e-02 eta: 1 day, 23:40:58 time: 0.3205 data_time: 0.0170 memory: 9201 grad_norm: 2.7777 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.2232 loss: 3.2232 2022/08/14 21:32:06 - mmengine - INFO - Epoch(train) [113][1800/3757] lr: 5.9755e-02 eta: 1 day, 23:40:27 time: 0.3222 data_time: 0.0171 memory: 9201 grad_norm: 2.7248 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5521 loss: 2.5521 2022/08/14 21:32:38 - mmengine - INFO - Epoch(train) [113][1900/3757] lr: 5.9755e-02 eta: 1 day, 23:39:55 time: 0.3192 data_time: 0.0163 memory: 9201 grad_norm: 2.6991 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0420 loss: 3.0420 2022/08/14 21:33:11 - mmengine - INFO - Epoch(train) [113][2000/3757] lr: 5.9755e-02 eta: 1 day, 23:39:24 time: 0.3207 data_time: 0.0175 memory: 9201 grad_norm: 2.7820 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9754 loss: 2.9754 2022/08/14 21:33:43 - mmengine - INFO - Epoch(train) [113][2100/3757] lr: 5.9755e-02 eta: 1 day, 23:38:53 time: 0.3204 data_time: 0.0168 memory: 9201 grad_norm: 2.6647 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8880 loss: 2.8880 2022/08/14 21:34:15 - mmengine - INFO - Epoch(train) [113][2200/3757] lr: 5.9755e-02 eta: 1 day, 23:38:21 time: 0.3247 data_time: 0.0174 memory: 9201 grad_norm: 2.6757 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7471 loss: 2.7471 2022/08/14 21:34:20 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 21:34:48 - mmengine - INFO - Epoch(train) [113][2300/3757] lr: 5.9755e-02 eta: 1 day, 23:37:50 time: 0.3231 data_time: 0.0184 memory: 9201 grad_norm: 2.6340 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8965 loss: 2.8965 2022/08/14 21:35:20 - mmengine - INFO - Epoch(train) [113][2400/3757] lr: 5.9755e-02 eta: 1 day, 23:37:19 time: 0.3238 data_time: 0.0178 memory: 9201 grad_norm: 2.6537 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7300 loss: 2.7300 2022/08/14 21:35:52 - mmengine - INFO - Epoch(train) [113][2500/3757] lr: 5.9755e-02 eta: 1 day, 23:36:48 time: 0.3218 data_time: 0.0175 memory: 9201 grad_norm: 2.6017 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8097 loss: 2.8097 2022/08/14 21:36:25 - mmengine - INFO - Epoch(train) [113][2600/3757] lr: 5.9755e-02 eta: 1 day, 23:36:16 time: 0.3196 data_time: 0.0174 memory: 9201 grad_norm: 2.6968 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8692 loss: 2.8692 2022/08/14 21:36:57 - mmengine - INFO - Epoch(train) [113][2700/3757] lr: 5.9755e-02 eta: 1 day, 23:35:45 time: 0.3237 data_time: 0.0181 memory: 9201 grad_norm: 2.7195 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.8847 loss: 2.8847 2022/08/14 21:37:30 - mmengine - INFO - Epoch(train) [113][2800/3757] lr: 5.9755e-02 eta: 1 day, 23:35:14 time: 0.3213 data_time: 0.0179 memory: 9201 grad_norm: 2.6257 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8403 loss: 2.8403 2022/08/14 21:38:02 - mmengine - INFO - Epoch(train) [113][2900/3757] lr: 5.9755e-02 eta: 1 day, 23:34:42 time: 0.3223 data_time: 0.0175 memory: 9201 grad_norm: 2.7955 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.6679 loss: 2.6679 2022/08/14 21:38:34 - mmengine - INFO - Epoch(train) [113][3000/3757] lr: 5.9755e-02 eta: 1 day, 23:34:11 time: 0.3215 data_time: 0.0186 memory: 9201 grad_norm: 2.6647 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6286 loss: 2.6286 2022/08/14 21:39:07 - mmengine - INFO - Epoch(train) [113][3100/3757] lr: 5.9755e-02 eta: 1 day, 23:33:40 time: 0.3202 data_time: 0.0174 memory: 9201 grad_norm: 2.7824 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0893 loss: 3.0893 2022/08/14 21:39:39 - mmengine - INFO - Epoch(train) [113][3200/3757] lr: 5.9755e-02 eta: 1 day, 23:33:09 time: 0.3239 data_time: 0.0198 memory: 9201 grad_norm: 2.5704 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9948 loss: 2.9948 2022/08/14 21:39:44 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 21:40:12 - mmengine - INFO - Epoch(train) [113][3300/3757] lr: 5.9755e-02 eta: 1 day, 23:32:37 time: 0.3208 data_time: 0.0177 memory: 9201 grad_norm: 2.6496 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7686 loss: 2.7686 2022/08/14 21:40:44 - mmengine - INFO - Epoch(train) [113][3400/3757] lr: 5.9755e-02 eta: 1 day, 23:32:06 time: 0.3222 data_time: 0.0172 memory: 9201 grad_norm: 2.6987 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.9211 loss: 2.9211 2022/08/14 21:41:16 - mmengine - INFO - Epoch(train) [113][3500/3757] lr: 5.9755e-02 eta: 1 day, 23:31:35 time: 0.3233 data_time: 0.0177 memory: 9201 grad_norm: 2.6465 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9803 loss: 2.9803 2022/08/14 21:41:49 - mmengine - INFO - Epoch(train) [113][3600/3757] lr: 5.9755e-02 eta: 1 day, 23:31:03 time: 0.3206 data_time: 0.0165 memory: 9201 grad_norm: 2.5942 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1865 loss: 3.1865 2022/08/14 21:42:21 - mmengine - INFO - Epoch(train) [113][3700/3757] lr: 5.9755e-02 eta: 1 day, 23:30:32 time: 0.3212 data_time: 0.0169 memory: 9201 grad_norm: 2.7337 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6766 loss: 2.6766 2022/08/14 21:42:39 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 21:42:39 - mmengine - INFO - Epoch(train) [113][3757/3757] lr: 5.9755e-02 eta: 1 day, 23:30:19 time: 0.3040 data_time: 0.0163 memory: 9201 grad_norm: 2.6769 top1_acc: 0.5714 top5_acc: 0.7143 loss_cls: 2.8957 loss: 2.8957 2022/08/14 21:43:14 - mmengine - INFO - Epoch(train) [114][100/3757] lr: 5.9152e-02 eta: 1 day, 23:29:39 time: 0.3207 data_time: 0.0182 memory: 9201 grad_norm: 2.6935 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1760 loss: 2.1760 2022/08/14 21:43:46 - mmengine - INFO - Epoch(train) [114][200/3757] lr: 5.9152e-02 eta: 1 day, 23:29:07 time: 0.3230 data_time: 0.0181 memory: 9201 grad_norm: 2.6356 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.9126 loss: 2.9126 2022/08/14 21:44:18 - mmengine - INFO - Epoch(train) [114][300/3757] lr: 5.9152e-02 eta: 1 day, 23:28:36 time: 0.3223 data_time: 0.0186 memory: 9201 grad_norm: 2.6282 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7296 loss: 2.7296 2022/08/14 21:44:51 - mmengine - INFO - Epoch(train) [114][400/3757] lr: 5.9152e-02 eta: 1 day, 23:28:04 time: 0.3217 data_time: 0.0176 memory: 9201 grad_norm: 2.7369 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8658 loss: 2.8658 2022/08/14 21:45:10 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 21:45:23 - mmengine - INFO - Epoch(train) [114][500/3757] lr: 5.9152e-02 eta: 1 day, 23:27:33 time: 0.3215 data_time: 0.0183 memory: 9201 grad_norm: 2.7052 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7785 loss: 2.7785 2022/08/14 21:45:56 - mmengine - INFO - Epoch(train) [114][600/3757] lr: 5.9152e-02 eta: 1 day, 23:27:02 time: 0.3290 data_time: 0.0183 memory: 9201 grad_norm: 2.6689 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7885 loss: 2.7885 2022/08/14 21:46:28 - mmengine - INFO - Epoch(train) [114][700/3757] lr: 5.9152e-02 eta: 1 day, 23:26:31 time: 0.3208 data_time: 0.0175 memory: 9201 grad_norm: 2.6618 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6481 loss: 2.6481 2022/08/14 21:47:01 - mmengine - INFO - Epoch(train) [114][800/3757] lr: 5.9152e-02 eta: 1 day, 23:26:00 time: 0.3245 data_time: 0.0181 memory: 9201 grad_norm: 2.7289 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4909 loss: 2.4909 2022/08/14 21:47:33 - mmengine - INFO - Epoch(train) [114][900/3757] lr: 5.9152e-02 eta: 1 day, 23:25:28 time: 0.3214 data_time: 0.0173 memory: 9201 grad_norm: 2.6686 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6288 loss: 2.6288 2022/08/14 21:48:05 - mmengine - INFO - Epoch(train) [114][1000/3757] lr: 5.9152e-02 eta: 1 day, 23:24:57 time: 0.3207 data_time: 0.0170 memory: 9201 grad_norm: 2.7306 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7690 loss: 2.7690 2022/08/14 21:48:38 - mmengine - INFO - Epoch(train) [114][1100/3757] lr: 5.9152e-02 eta: 1 day, 23:24:26 time: 0.3240 data_time: 0.0186 memory: 9201 grad_norm: 2.7729 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.5657 loss: 2.5657 2022/08/14 21:49:10 - mmengine - INFO - Epoch(train) [114][1200/3757] lr: 5.9152e-02 eta: 1 day, 23:23:54 time: 0.3200 data_time: 0.0161 memory: 9201 grad_norm: 2.6340 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0967 loss: 3.0967 2022/08/14 21:49:43 - mmengine - INFO - Epoch(train) [114][1300/3757] lr: 5.9152e-02 eta: 1 day, 23:23:23 time: 0.3224 data_time: 0.0179 memory: 9201 grad_norm: 2.6801 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.1085 loss: 3.1085 2022/08/14 21:50:15 - mmengine - INFO - Epoch(train) [114][1400/3757] lr: 5.9152e-02 eta: 1 day, 23:22:52 time: 0.3212 data_time: 0.0200 memory: 9201 grad_norm: 2.7144 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9351 loss: 2.9351 2022/08/14 21:50:34 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 21:50:48 - mmengine - INFO - Epoch(train) [114][1500/3757] lr: 5.9152e-02 eta: 1 day, 23:22:21 time: 0.3207 data_time: 0.0171 memory: 9201 grad_norm: 2.8353 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5504 loss: 2.5504 2022/08/14 21:51:20 - mmengine - INFO - Epoch(train) [114][1600/3757] lr: 5.9152e-02 eta: 1 day, 23:21:50 time: 0.3217 data_time: 0.0174 memory: 9201 grad_norm: 2.8115 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9995 loss: 2.9995 2022/08/14 21:51:52 - mmengine - INFO - Epoch(train) [114][1700/3757] lr: 5.9152e-02 eta: 1 day, 23:21:18 time: 0.3203 data_time: 0.0181 memory: 9201 grad_norm: 2.6569 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7393 loss: 2.7393 2022/08/14 21:52:25 - mmengine - INFO - Epoch(train) [114][1800/3757] lr: 5.9152e-02 eta: 1 day, 23:20:47 time: 0.3219 data_time: 0.0186 memory: 9201 grad_norm: 2.6195 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0724 loss: 3.0724 2022/08/14 21:52:57 - mmengine - INFO - Epoch(train) [114][1900/3757] lr: 5.9152e-02 eta: 1 day, 23:20:16 time: 0.3221 data_time: 0.0183 memory: 9201 grad_norm: 2.7091 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7581 loss: 2.7581 2022/08/14 21:53:30 - mmengine - INFO - Epoch(train) [114][2000/3757] lr: 5.9152e-02 eta: 1 day, 23:19:45 time: 0.3212 data_time: 0.0182 memory: 9201 grad_norm: 2.7530 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7209 loss: 2.7209 2022/08/14 21:54:02 - mmengine - INFO - Epoch(train) [114][2100/3757] lr: 5.9152e-02 eta: 1 day, 23:19:13 time: 0.3232 data_time: 0.0190 memory: 9201 grad_norm: 2.7085 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7517 loss: 2.7517 2022/08/14 21:54:35 - mmengine - INFO - Epoch(train) [114][2200/3757] lr: 5.9152e-02 eta: 1 day, 23:18:42 time: 0.3200 data_time: 0.0174 memory: 9201 grad_norm: 2.6444 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9038 loss: 2.9038 2022/08/14 21:55:07 - mmengine - INFO - Epoch(train) [114][2300/3757] lr: 5.9152e-02 eta: 1 day, 23:18:11 time: 0.3214 data_time: 0.0187 memory: 9201 grad_norm: 2.7723 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9091 loss: 2.9091 2022/08/14 21:55:39 - mmengine - INFO - Epoch(train) [114][2400/3757] lr: 5.9152e-02 eta: 1 day, 23:17:39 time: 0.3217 data_time: 0.0188 memory: 9201 grad_norm: 2.6309 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5938 loss: 2.5938 2022/08/14 21:55:58 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 21:56:12 - mmengine - INFO - Epoch(train) [114][2500/3757] lr: 5.9152e-02 eta: 1 day, 23:17:08 time: 0.3224 data_time: 0.0176 memory: 9201 grad_norm: 2.6144 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.0609 loss: 3.0609 2022/08/14 21:56:44 - mmengine - INFO - Epoch(train) [114][2600/3757] lr: 5.9152e-02 eta: 1 day, 23:16:37 time: 0.3213 data_time: 0.0171 memory: 9201 grad_norm: 2.7450 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8572 loss: 2.8572 2022/08/14 21:57:17 - mmengine - INFO - Epoch(train) [114][2700/3757] lr: 5.9152e-02 eta: 1 day, 23:16:06 time: 0.3303 data_time: 0.0174 memory: 9201 grad_norm: 2.6155 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.4193 loss: 2.4193 2022/08/14 21:57:49 - mmengine - INFO - Epoch(train) [114][2800/3757] lr: 5.9152e-02 eta: 1 day, 23:15:34 time: 0.3213 data_time: 0.0181 memory: 9201 grad_norm: 2.6540 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4886 loss: 2.4886 2022/08/14 21:58:22 - mmengine - INFO - Epoch(train) [114][2900/3757] lr: 5.9152e-02 eta: 1 day, 23:15:03 time: 0.3229 data_time: 0.0178 memory: 9201 grad_norm: 2.6871 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7388 loss: 2.7388 2022/08/14 21:58:54 - mmengine - INFO - Epoch(train) [114][3000/3757] lr: 5.9152e-02 eta: 1 day, 23:14:32 time: 0.3212 data_time: 0.0176 memory: 9201 grad_norm: 2.7220 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0393 loss: 3.0393 2022/08/14 21:59:27 - mmengine - INFO - Epoch(train) [114][3100/3757] lr: 5.9152e-02 eta: 1 day, 23:14:01 time: 0.3213 data_time: 0.0172 memory: 9201 grad_norm: 2.6928 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7279 loss: 2.7279 2022/08/14 21:59:59 - mmengine - INFO - Epoch(train) [114][3200/3757] lr: 5.9152e-02 eta: 1 day, 23:13:29 time: 0.3220 data_time: 0.0188 memory: 9201 grad_norm: 2.7147 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.7959 loss: 2.7959 2022/08/14 22:00:31 - mmengine - INFO - Epoch(train) [114][3300/3757] lr: 5.9152e-02 eta: 1 day, 23:12:58 time: 0.3262 data_time: 0.0192 memory: 9201 grad_norm: 2.6427 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6399 loss: 2.6399 2022/08/14 22:01:04 - mmengine - INFO - Epoch(train) [114][3400/3757] lr: 5.9152e-02 eta: 1 day, 23:12:27 time: 0.3202 data_time: 0.0171 memory: 9201 grad_norm: 2.7079 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8484 loss: 2.8484 2022/08/14 22:01:23 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 22:01:36 - mmengine - INFO - Epoch(train) [114][3500/3757] lr: 5.9152e-02 eta: 1 day, 23:11:55 time: 0.3205 data_time: 0.0175 memory: 9201 grad_norm: 2.7575 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0669 loss: 3.0669 2022/08/14 22:02:08 - mmengine - INFO - Epoch(train) [114][3600/3757] lr: 5.9152e-02 eta: 1 day, 23:11:24 time: 0.3227 data_time: 0.0185 memory: 9201 grad_norm: 2.6067 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8161 loss: 2.8161 2022/08/14 22:02:41 - mmengine - INFO - Epoch(train) [114][3700/3757] lr: 5.9152e-02 eta: 1 day, 23:10:53 time: 0.3222 data_time: 0.0179 memory: 9201 grad_norm: 2.6066 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8624 loss: 2.8624 2022/08/14 22:02:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 22:02:59 - mmengine - INFO - Epoch(train) [114][3757/3757] lr: 5.9152e-02 eta: 1 day, 23:10:40 time: 0.3087 data_time: 0.0169 memory: 9201 grad_norm: 2.6949 top1_acc: 0.2857 top5_acc: 0.4286 loss_cls: 2.4626 loss: 2.4626 2022/08/14 22:03:34 - mmengine - INFO - Epoch(train) [115][100/3757] lr: 5.8548e-02 eta: 1 day, 23:10:00 time: 0.3214 data_time: 0.0171 memory: 9201 grad_norm: 2.7952 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8641 loss: 2.8641 2022/08/14 22:04:07 - mmengine - INFO - Epoch(train) [115][200/3757] lr: 5.8548e-02 eta: 1 day, 23:09:29 time: 0.3213 data_time: 0.0178 memory: 9201 grad_norm: 2.7323 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8812 loss: 2.8812 2022/08/14 22:04:39 - mmengine - INFO - Epoch(train) [115][300/3757] lr: 5.8548e-02 eta: 1 day, 23:08:58 time: 0.3294 data_time: 0.0177 memory: 9201 grad_norm: 2.7473 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7417 loss: 2.7417 2022/08/14 22:05:12 - mmengine - INFO - Epoch(train) [115][400/3757] lr: 5.8548e-02 eta: 1 day, 23:08:26 time: 0.3218 data_time: 0.0174 memory: 9201 grad_norm: 2.6776 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5892 loss: 2.5892 2022/08/14 22:05:44 - mmengine - INFO - Epoch(train) [115][500/3757] lr: 5.8548e-02 eta: 1 day, 23:07:55 time: 0.3229 data_time: 0.0183 memory: 9201 grad_norm: 2.7257 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5264 loss: 2.5264 2022/08/14 22:06:16 - mmengine - INFO - Epoch(train) [115][600/3757] lr: 5.8548e-02 eta: 1 day, 23:07:24 time: 0.3207 data_time: 0.0175 memory: 9201 grad_norm: 2.7005 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.4288 loss: 2.4288 2022/08/14 22:06:49 - mmengine - INFO - Epoch(train) [115][700/3757] lr: 5.8548e-02 eta: 1 day, 23:06:53 time: 0.3216 data_time: 0.0178 memory: 9201 grad_norm: 2.6856 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8161 loss: 2.8161 2022/08/14 22:06:50 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 22:07:22 - mmengine - INFO - Epoch(train) [115][800/3757] lr: 5.8548e-02 eta: 1 day, 23:06:22 time: 0.3212 data_time: 0.0183 memory: 9201 grad_norm: 2.6148 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5525 loss: 2.5525 2022/08/14 22:07:54 - mmengine - INFO - Epoch(train) [115][900/3757] lr: 5.8548e-02 eta: 1 day, 23:05:51 time: 0.3206 data_time: 0.0173 memory: 9201 grad_norm: 2.7061 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8835 loss: 2.8835 2022/08/14 22:08:26 - mmengine - INFO - Epoch(train) [115][1000/3757] lr: 5.8548e-02 eta: 1 day, 23:05:19 time: 0.3205 data_time: 0.0172 memory: 9201 grad_norm: 2.8173 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9180 loss: 2.9180 2022/08/14 22:08:59 - mmengine - INFO - Epoch(train) [115][1100/3757] lr: 5.8548e-02 eta: 1 day, 23:04:48 time: 0.3212 data_time: 0.0182 memory: 9201 grad_norm: 2.6533 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.5355 loss: 2.5355 2022/08/14 22:09:31 - mmengine - INFO - Epoch(train) [115][1200/3757] lr: 5.8548e-02 eta: 1 day, 23:04:17 time: 0.3235 data_time: 0.0175 memory: 9201 grad_norm: 2.7381 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6853 loss: 2.6853 2022/08/14 22:10:04 - mmengine - INFO - Epoch(train) [115][1300/3757] lr: 5.8548e-02 eta: 1 day, 23:03:46 time: 0.3226 data_time: 0.0182 memory: 9201 grad_norm: 2.6872 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.8134 loss: 2.8134 2022/08/14 22:10:36 - mmengine - INFO - Epoch(train) [115][1400/3757] lr: 5.8548e-02 eta: 1 day, 23:03:14 time: 0.3216 data_time: 0.0187 memory: 9201 grad_norm: 2.7225 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0070 loss: 3.0070 2022/08/14 22:11:09 - mmengine - INFO - Epoch(train) [115][1500/3757] lr: 5.8548e-02 eta: 1 day, 23:02:43 time: 0.3209 data_time: 0.0182 memory: 9201 grad_norm: 2.6597 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5457 loss: 2.5457 2022/08/14 22:11:41 - mmengine - INFO - Epoch(train) [115][1600/3757] lr: 5.8548e-02 eta: 1 day, 23:02:12 time: 0.3249 data_time: 0.0194 memory: 9201 grad_norm: 2.6671 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.7406 loss: 2.7406 2022/08/14 22:12:14 - mmengine - INFO - Epoch(train) [115][1700/3757] lr: 5.8548e-02 eta: 1 day, 23:01:41 time: 0.3223 data_time: 0.0185 memory: 9201 grad_norm: 2.7592 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6660 loss: 2.6660 2022/08/14 22:12:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 22:12:46 - mmengine - INFO - Epoch(train) [115][1800/3757] lr: 5.8548e-02 eta: 1 day, 23:01:09 time: 0.3223 data_time: 0.0180 memory: 9201 grad_norm: 2.6644 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9938 loss: 2.9938 2022/08/14 22:13:19 - mmengine - INFO - Epoch(train) [115][1900/3757] lr: 5.8548e-02 eta: 1 day, 23:00:38 time: 0.3249 data_time: 0.0175 memory: 9201 grad_norm: 2.6536 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.6107 loss: 2.6107 2022/08/14 22:13:51 - mmengine - INFO - Epoch(train) [115][2000/3757] lr: 5.8548e-02 eta: 1 day, 23:00:07 time: 0.3220 data_time: 0.0175 memory: 9201 grad_norm: 2.6744 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7492 loss: 2.7492 2022/08/14 22:14:24 - mmengine - INFO - Epoch(train) [115][2100/3757] lr: 5.8548e-02 eta: 1 day, 22:59:36 time: 0.3323 data_time: 0.0177 memory: 9201 grad_norm: 2.6872 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8090 loss: 2.8090 2022/08/14 22:14:56 - mmengine - INFO - Epoch(train) [115][2200/3757] lr: 5.8548e-02 eta: 1 day, 22:59:04 time: 0.3218 data_time: 0.0187 memory: 9201 grad_norm: 2.6174 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4769 loss: 2.4769 2022/08/14 22:15:29 - mmengine - INFO - Epoch(train) [115][2300/3757] lr: 5.8548e-02 eta: 1 day, 22:58:33 time: 0.3198 data_time: 0.0171 memory: 9201 grad_norm: 2.7253 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7461 loss: 2.7461 2022/08/14 22:16:01 - mmengine - INFO - Epoch(train) [115][2400/3757] lr: 5.8548e-02 eta: 1 day, 22:58:02 time: 0.3245 data_time: 0.0189 memory: 9201 grad_norm: 2.7366 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.2709 loss: 3.2709 2022/08/14 22:16:33 - mmengine - INFO - Epoch(train) [115][2500/3757] lr: 5.8548e-02 eta: 1 day, 22:57:31 time: 0.3208 data_time: 0.0175 memory: 9201 grad_norm: 2.5963 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5686 loss: 2.5686 2022/08/14 22:17:06 - mmengine - INFO - Epoch(train) [115][2600/3757] lr: 5.8548e-02 eta: 1 day, 22:56:59 time: 0.3212 data_time: 0.0186 memory: 9201 grad_norm: 2.6710 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.8323 loss: 2.8323 2022/08/14 22:17:38 - mmengine - INFO - Epoch(train) [115][2700/3757] lr: 5.8548e-02 eta: 1 day, 22:56:28 time: 0.3252 data_time: 0.0168 memory: 9201 grad_norm: 2.7495 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7479 loss: 2.7479 2022/08/14 22:17:39 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 22:18:11 - mmengine - INFO - Epoch(train) [115][2800/3757] lr: 5.8548e-02 eta: 1 day, 22:55:57 time: 0.3230 data_time: 0.0193 memory: 9201 grad_norm: 2.6972 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6347 loss: 2.6347 2022/08/14 22:18:43 - mmengine - INFO - Epoch(train) [115][2900/3757] lr: 5.8548e-02 eta: 1 day, 22:55:26 time: 0.3219 data_time: 0.0176 memory: 9201 grad_norm: 2.7150 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.8984 loss: 2.8984 2022/08/14 22:19:16 - mmengine - INFO - Epoch(train) [115][3000/3757] lr: 5.8548e-02 eta: 1 day, 22:54:54 time: 0.3212 data_time: 0.0178 memory: 9201 grad_norm: 2.7449 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9461 loss: 2.9461 2022/08/14 22:19:48 - mmengine - INFO - Epoch(train) [115][3100/3757] lr: 5.8548e-02 eta: 1 day, 22:54:23 time: 0.3216 data_time: 0.0178 memory: 9201 grad_norm: 2.6779 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6506 loss: 2.6506 2022/08/14 22:20:21 - mmengine - INFO - Epoch(train) [115][3200/3757] lr: 5.8548e-02 eta: 1 day, 22:53:52 time: 0.3236 data_time: 0.0189 memory: 9201 grad_norm: 2.6833 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7347 loss: 2.7347 2022/08/14 22:20:54 - mmengine - INFO - Epoch(train) [115][3300/3757] lr: 5.8548e-02 eta: 1 day, 22:53:22 time: 0.3484 data_time: 0.0225 memory: 9201 grad_norm: 2.6747 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6919 loss: 2.6919 2022/08/14 22:21:26 - mmengine - INFO - Epoch(train) [115][3400/3757] lr: 5.8548e-02 eta: 1 day, 22:52:50 time: 0.3208 data_time: 0.0176 memory: 9201 grad_norm: 2.7500 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.6973 loss: 2.6973 2022/08/14 22:21:59 - mmengine - INFO - Epoch(train) [115][3500/3757] lr: 5.8548e-02 eta: 1 day, 22:52:19 time: 0.3235 data_time: 0.0179 memory: 9201 grad_norm: 2.7649 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7597 loss: 2.7597 2022/08/14 22:22:31 - mmengine - INFO - Epoch(train) [115][3600/3757] lr: 5.8548e-02 eta: 1 day, 22:51:48 time: 0.3229 data_time: 0.0181 memory: 9201 grad_norm: 2.6926 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7302 loss: 2.7302 2022/08/14 22:23:04 - mmengine - INFO - Epoch(train) [115][3700/3757] lr: 5.8548e-02 eta: 1 day, 22:51:17 time: 0.3212 data_time: 0.0172 memory: 9201 grad_norm: 2.7474 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2007 loss: 3.2007 2022/08/14 22:23:04 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 22:23:22 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 22:23:22 - mmengine - INFO - Epoch(train) [115][3757/3757] lr: 5.8548e-02 eta: 1 day, 22:51:04 time: 0.3120 data_time: 0.0159 memory: 9201 grad_norm: 2.7783 top1_acc: 0.5714 top5_acc: 0.7143 loss_cls: 2.9176 loss: 2.9176 2022/08/14 22:23:45 - mmengine - INFO - Epoch(val) [115][100/310] eta: 0:00:46 time: 0.2219 data_time: 0.1130 memory: 1522 2022/08/14 22:24:06 - mmengine - INFO - Epoch(val) [115][200/310] eta: 0:00:20 time: 0.1855 data_time: 0.0778 memory: 1522 2022/08/14 22:24:28 - mmengine - INFO - Epoch(val) [115][300/310] eta: 0:00:02 time: 0.2109 data_time: 0.1000 memory: 1522 2022/08/14 22:24:31 - mmengine - INFO - Epoch(val) [115][310/310] acc/top1: 0.4536 acc/top5: 0.7246 acc/mean1: 0.4535 2022/08/14 22:24:31 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb/best_acc/top1_epoch_111.pth is removed 2022/08/14 22:24:34 - mmengine - INFO - The best checkpoint with 0.4536 acc/top1 at 116 epoch is saved to best_acc/top1_epoch_116.pth. 2022/08/14 22:25:07 - mmengine - INFO - Epoch(train) [116][100/3757] lr: 5.7943e-02 eta: 1 day, 22:50:22 time: 0.3209 data_time: 0.0172 memory: 9201 grad_norm: 2.7462 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7263 loss: 2.7263 2022/08/14 22:25:40 - mmengine - INFO - Epoch(train) [116][200/3757] lr: 5.7943e-02 eta: 1 day, 22:49:51 time: 0.3213 data_time: 0.0178 memory: 9201 grad_norm: 2.7879 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4697 loss: 2.4697 2022/08/14 22:26:12 - mmengine - INFO - Epoch(train) [116][300/3757] lr: 5.7943e-02 eta: 1 day, 22:49:20 time: 0.3222 data_time: 0.0186 memory: 9201 grad_norm: 2.6319 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8733 loss: 2.8733 2022/08/14 22:26:45 - mmengine - INFO - Epoch(train) [116][400/3757] lr: 5.7943e-02 eta: 1 day, 22:48:48 time: 0.3211 data_time: 0.0174 memory: 9201 grad_norm: 2.6906 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8383 loss: 2.8383 2022/08/14 22:27:17 - mmengine - INFO - Epoch(train) [116][500/3757] lr: 5.7943e-02 eta: 1 day, 22:48:17 time: 0.3207 data_time: 0.0177 memory: 9201 grad_norm: 2.6105 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8156 loss: 2.8156 2022/08/14 22:27:49 - mmengine - INFO - Epoch(train) [116][600/3757] lr: 5.7943e-02 eta: 1 day, 22:47:46 time: 0.3226 data_time: 0.0188 memory: 9201 grad_norm: 2.7027 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5683 loss: 2.5683 2022/08/14 22:28:22 - mmengine - INFO - Epoch(train) [116][700/3757] lr: 5.7943e-02 eta: 1 day, 22:47:14 time: 0.3231 data_time: 0.0169 memory: 9201 grad_norm: 2.6756 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8187 loss: 2.8187 2022/08/14 22:28:54 - mmengine - INFO - Epoch(train) [116][800/3757] lr: 5.7943e-02 eta: 1 day, 22:46:43 time: 0.3296 data_time: 0.0183 memory: 9201 grad_norm: 2.6491 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.5388 loss: 2.5388 2022/08/14 22:29:27 - mmengine - INFO - Epoch(train) [116][900/3757] lr: 5.7943e-02 eta: 1 day, 22:46:12 time: 0.3222 data_time: 0.0180 memory: 9201 grad_norm: 2.8159 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1494 loss: 3.1494 2022/08/14 22:29:41 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 22:29:59 - mmengine - INFO - Epoch(train) [116][1000/3757] lr: 5.7943e-02 eta: 1 day, 22:45:40 time: 0.3216 data_time: 0.0177 memory: 9201 grad_norm: 2.5660 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5840 loss: 2.5840 2022/08/14 22:30:31 - mmengine - INFO - Epoch(train) [116][1100/3757] lr: 5.7943e-02 eta: 1 day, 22:45:09 time: 0.3247 data_time: 0.0191 memory: 9201 grad_norm: 2.6942 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9167 loss: 2.9167 2022/08/14 22:31:04 - mmengine - INFO - Epoch(train) [116][1200/3757] lr: 5.7943e-02 eta: 1 day, 22:44:38 time: 0.3261 data_time: 0.0175 memory: 9201 grad_norm: 2.7105 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8215 loss: 2.8215 2022/08/14 22:31:36 - mmengine - INFO - Epoch(train) [116][1300/3757] lr: 5.7943e-02 eta: 1 day, 22:44:06 time: 0.3216 data_time: 0.0182 memory: 9201 grad_norm: 2.7042 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 2.6564 loss: 2.6564 2022/08/14 22:32:09 - mmengine - INFO - Epoch(train) [116][1400/3757] lr: 5.7943e-02 eta: 1 day, 22:43:35 time: 0.3215 data_time: 0.0175 memory: 9201 grad_norm: 2.6225 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1927 loss: 3.1927 2022/08/14 22:32:41 - mmengine - INFO - Epoch(train) [116][1500/3757] lr: 5.7943e-02 eta: 1 day, 22:43:04 time: 0.3228 data_time: 0.0179 memory: 9201 grad_norm: 2.7372 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.7079 loss: 2.7079 2022/08/14 22:33:14 - mmengine - INFO - Epoch(train) [116][1600/3757] lr: 5.7943e-02 eta: 1 day, 22:42:33 time: 0.3219 data_time: 0.0184 memory: 9201 grad_norm: 2.6781 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6902 loss: 2.6902 2022/08/14 22:33:46 - mmengine - INFO - Epoch(train) [116][1700/3757] lr: 5.7943e-02 eta: 1 day, 22:42:01 time: 0.3219 data_time: 0.0174 memory: 9201 grad_norm: 2.6982 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.5686 loss: 2.5686 2022/08/14 22:34:18 - mmengine - INFO - Epoch(train) [116][1800/3757] lr: 5.7943e-02 eta: 1 day, 22:41:30 time: 0.3218 data_time: 0.0177 memory: 9201 grad_norm: 2.7239 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.7013 loss: 2.7013 2022/08/14 22:34:51 - mmengine - INFO - Epoch(train) [116][1900/3757] lr: 5.7943e-02 eta: 1 day, 22:40:59 time: 0.3227 data_time: 0.0192 memory: 9201 grad_norm: 2.7605 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7684 loss: 2.7684 2022/08/14 22:35:05 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 22:35:23 - mmengine - INFO - Epoch(train) [116][2000/3757] lr: 5.7943e-02 eta: 1 day, 22:40:27 time: 0.3223 data_time: 0.0170 memory: 9201 grad_norm: 2.6610 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.9201 loss: 2.9201 2022/08/14 22:35:56 - mmengine - INFO - Epoch(train) [116][2100/3757] lr: 5.7943e-02 eta: 1 day, 22:39:56 time: 0.3214 data_time: 0.0179 memory: 9201 grad_norm: 2.7362 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.7387 loss: 2.7387 2022/08/14 22:36:28 - mmengine - INFO - Epoch(train) [116][2200/3757] lr: 5.7943e-02 eta: 1 day, 22:39:25 time: 0.3215 data_time: 0.0178 memory: 9201 grad_norm: 2.6932 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6241 loss: 2.6241 2022/08/14 22:37:00 - mmengine - INFO - Epoch(train) [116][2300/3757] lr: 5.7943e-02 eta: 1 day, 22:38:53 time: 0.3226 data_time: 0.0181 memory: 9201 grad_norm: 2.7334 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.9048 loss: 2.9048 2022/08/14 22:37:33 - mmengine - INFO - Epoch(train) [116][2400/3757] lr: 5.7943e-02 eta: 1 day, 22:38:22 time: 0.3207 data_time: 0.0176 memory: 9201 grad_norm: 2.6444 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4549 loss: 2.4549 2022/08/14 22:38:05 - mmengine - INFO - Epoch(train) [116][2500/3757] lr: 5.7943e-02 eta: 1 day, 22:37:51 time: 0.3262 data_time: 0.0188 memory: 9201 grad_norm: 2.6924 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6918 loss: 2.6918 2022/08/14 22:38:38 - mmengine - INFO - Epoch(train) [116][2600/3757] lr: 5.7943e-02 eta: 1 day, 22:37:19 time: 0.3217 data_time: 0.0176 memory: 9201 grad_norm: 2.7233 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.7626 loss: 2.7626 2022/08/14 22:39:10 - mmengine - INFO - Epoch(train) [116][2700/3757] lr: 5.7943e-02 eta: 1 day, 22:36:48 time: 0.3220 data_time: 0.0183 memory: 9201 grad_norm: 2.7599 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6301 loss: 2.6301 2022/08/14 22:39:43 - mmengine - INFO - Epoch(train) [116][2800/3757] lr: 5.7943e-02 eta: 1 day, 22:36:17 time: 0.3220 data_time: 0.0169 memory: 9201 grad_norm: 2.6287 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7884 loss: 2.7884 2022/08/14 22:40:15 - mmengine - INFO - Epoch(train) [116][2900/3757] lr: 5.7943e-02 eta: 1 day, 22:35:46 time: 0.3215 data_time: 0.0189 memory: 9201 grad_norm: 2.7201 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8002 loss: 2.8002 2022/08/14 22:40:29 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 22:40:47 - mmengine - INFO - Epoch(train) [116][3000/3757] lr: 5.7943e-02 eta: 1 day, 22:35:14 time: 0.3214 data_time: 0.0176 memory: 9201 grad_norm: 2.6459 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8032 loss: 2.8032 2022/08/14 22:41:20 - mmengine - INFO - Epoch(train) [116][3100/3757] lr: 5.7943e-02 eta: 1 day, 22:34:43 time: 0.3216 data_time: 0.0176 memory: 9201 grad_norm: 2.6614 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7657 loss: 2.7657 2022/08/14 22:41:52 - mmengine - INFO - Epoch(train) [116][3200/3757] lr: 5.7943e-02 eta: 1 day, 22:34:12 time: 0.3230 data_time: 0.0183 memory: 9201 grad_norm: 2.7266 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8953 loss: 2.8953 2022/08/14 22:42:25 - mmengine - INFO - Epoch(train) [116][3300/3757] lr: 5.7943e-02 eta: 1 day, 22:33:40 time: 0.3225 data_time: 0.0181 memory: 9201 grad_norm: 2.6881 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8306 loss: 2.8306 2022/08/14 22:42:57 - mmengine - INFO - Epoch(train) [116][3400/3757] lr: 5.7943e-02 eta: 1 day, 22:33:09 time: 0.3223 data_time: 0.0169 memory: 9201 grad_norm: 2.7786 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5270 loss: 2.5270 2022/08/14 22:43:29 - mmengine - INFO - Epoch(train) [116][3500/3757] lr: 5.7943e-02 eta: 1 day, 22:32:38 time: 0.3215 data_time: 0.0174 memory: 9201 grad_norm: 2.7236 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 2.9453 loss: 2.9453 2022/08/14 22:44:02 - mmengine - INFO - Epoch(train) [116][3600/3757] lr: 5.7943e-02 eta: 1 day, 22:32:06 time: 0.3208 data_time: 0.0176 memory: 9201 grad_norm: 2.8157 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6370 loss: 2.6370 2022/08/14 22:44:34 - mmengine - INFO - Epoch(train) [116][3700/3757] lr: 5.7943e-02 eta: 1 day, 22:31:35 time: 0.3221 data_time: 0.0167 memory: 9201 grad_norm: 2.6932 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0072 loss: 3.0072 2022/08/14 22:44:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 22:44:52 - mmengine - INFO - Epoch(train) [116][3757/3757] lr: 5.7943e-02 eta: 1 day, 22:31:22 time: 0.3066 data_time: 0.0152 memory: 9201 grad_norm: 2.7826 top1_acc: 0.2857 top5_acc: 0.4286 loss_cls: 2.6678 loss: 2.6678 2022/08/14 22:44:52 - mmengine - INFO - Saving checkpoint at 116 epochs 2022/08/14 22:45:30 - mmengine - INFO - Epoch(train) [117][100/3757] lr: 5.7337e-02 eta: 1 day, 22:30:41 time: 0.3215 data_time: 0.0177 memory: 9201 grad_norm: 2.6673 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6176 loss: 2.6176 2022/08/14 22:45:58 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 22:46:02 - mmengine - INFO - Epoch(train) [117][200/3757] lr: 5.7337e-02 eta: 1 day, 22:30:09 time: 0.3196 data_time: 0.0169 memory: 9201 grad_norm: 2.6638 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7223 loss: 2.7223 2022/08/14 22:46:35 - mmengine - INFO - Epoch(train) [117][300/3757] lr: 5.7337e-02 eta: 1 day, 22:29:38 time: 0.3231 data_time: 0.0190 memory: 9201 grad_norm: 2.7396 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6523 loss: 2.6523 2022/08/14 22:47:07 - mmengine - INFO - Epoch(train) [117][400/3757] lr: 5.7337e-02 eta: 1 day, 22:29:06 time: 0.3214 data_time: 0.0180 memory: 9201 grad_norm: 2.7956 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8075 loss: 2.8075 2022/08/14 22:47:39 - mmengine - INFO - Epoch(train) [117][500/3757] lr: 5.7337e-02 eta: 1 day, 22:28:35 time: 0.3207 data_time: 0.0170 memory: 9201 grad_norm: 2.6986 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8061 loss: 2.8061 2022/08/14 22:48:12 - mmengine - INFO - Epoch(train) [117][600/3757] lr: 5.7337e-02 eta: 1 day, 22:28:04 time: 0.3213 data_time: 0.0178 memory: 9201 grad_norm: 2.7481 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8026 loss: 2.8026 2022/08/14 22:48:44 - mmengine - INFO - Epoch(train) [117][700/3757] lr: 5.7337e-02 eta: 1 day, 22:27:32 time: 0.3234 data_time: 0.0177 memory: 9201 grad_norm: 2.6945 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6798 loss: 2.6798 2022/08/14 22:49:17 - mmengine - INFO - Epoch(train) [117][800/3757] lr: 5.7337e-02 eta: 1 day, 22:27:01 time: 0.3250 data_time: 0.0182 memory: 9201 grad_norm: 2.7285 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6420 loss: 2.6420 2022/08/14 22:49:49 - mmengine - INFO - Epoch(train) [117][900/3757] lr: 5.7337e-02 eta: 1 day, 22:26:30 time: 0.3204 data_time: 0.0172 memory: 9201 grad_norm: 2.7538 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8325 loss: 2.8325 2022/08/14 22:50:21 - mmengine - INFO - Epoch(train) [117][1000/3757] lr: 5.7337e-02 eta: 1 day, 22:25:58 time: 0.3207 data_time: 0.0167 memory: 9201 grad_norm: 2.7466 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9992 loss: 2.9992 2022/08/14 22:50:54 - mmengine - INFO - Epoch(train) [117][1100/3757] lr: 5.7337e-02 eta: 1 day, 22:25:27 time: 0.3206 data_time: 0.0172 memory: 9201 grad_norm: 2.6675 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5442 loss: 2.5442 2022/08/14 22:51:22 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 22:51:26 - mmengine - INFO - Epoch(train) [117][1200/3757] lr: 5.7337e-02 eta: 1 day, 22:24:56 time: 0.3233 data_time: 0.0187 memory: 9201 grad_norm: 2.6932 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9365 loss: 2.9365 2022/08/14 22:51:59 - mmengine - INFO - Epoch(train) [117][1300/3757] lr: 5.7337e-02 eta: 1 day, 22:24:24 time: 0.3213 data_time: 0.0182 memory: 9201 grad_norm: 2.7675 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7896 loss: 2.7896 2022/08/14 22:52:31 - mmengine - INFO - Epoch(train) [117][1400/3757] lr: 5.7337e-02 eta: 1 day, 22:23:53 time: 0.3209 data_time: 0.0181 memory: 9201 grad_norm: 2.7384 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5036 loss: 2.5036 2022/08/14 22:53:03 - mmengine - INFO - Epoch(train) [117][1500/3757] lr: 5.7337e-02 eta: 1 day, 22:23:22 time: 0.3238 data_time: 0.0183 memory: 9201 grad_norm: 2.7866 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7676 loss: 2.7676 2022/08/14 22:53:36 - mmengine - INFO - Epoch(train) [117][1600/3757] lr: 5.7337e-02 eta: 1 day, 22:22:50 time: 0.3200 data_time: 0.0158 memory: 9201 grad_norm: 2.7540 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4827 loss: 2.4827 2022/08/14 22:54:08 - mmengine - INFO - Epoch(train) [117][1700/3757] lr: 5.7337e-02 eta: 1 day, 22:22:19 time: 0.3221 data_time: 0.0172 memory: 9201 grad_norm: 2.7657 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0601 loss: 3.0601 2022/08/14 22:54:41 - mmengine - INFO - Epoch(train) [117][1800/3757] lr: 5.7337e-02 eta: 1 day, 22:21:48 time: 0.3209 data_time: 0.0172 memory: 9201 grad_norm: 2.7241 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7387 loss: 2.7387 2022/08/14 22:55:13 - mmengine - INFO - Epoch(train) [117][1900/3757] lr: 5.7337e-02 eta: 1 day, 22:21:16 time: 0.3226 data_time: 0.0178 memory: 9201 grad_norm: 2.7587 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 2.8600 loss: 2.8600 2022/08/14 22:55:45 - mmengine - INFO - Epoch(train) [117][2000/3757] lr: 5.7337e-02 eta: 1 day, 22:20:45 time: 0.3239 data_time: 0.0187 memory: 9201 grad_norm: 2.6920 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9476 loss: 2.9476 2022/08/14 22:56:18 - mmengine - INFO - Epoch(train) [117][2100/3757] lr: 5.7337e-02 eta: 1 day, 22:20:14 time: 0.3238 data_time: 0.0180 memory: 9201 grad_norm: 2.7644 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8010 loss: 2.8010 2022/08/14 22:56:47 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 22:56:50 - mmengine - INFO - Epoch(train) [117][2200/3757] lr: 5.7337e-02 eta: 1 day, 22:19:43 time: 0.3218 data_time: 0.0171 memory: 9201 grad_norm: 2.7941 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6646 loss: 2.6646 2022/08/14 22:57:23 - mmengine - INFO - Epoch(train) [117][2300/3757] lr: 5.7337e-02 eta: 1 day, 22:19:11 time: 0.3220 data_time: 0.0175 memory: 9201 grad_norm: 2.7391 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6167 loss: 2.6167 2022/08/14 22:57:55 - mmengine - INFO - Epoch(train) [117][2400/3757] lr: 5.7337e-02 eta: 1 day, 22:18:40 time: 0.3226 data_time: 0.0180 memory: 9201 grad_norm: 2.6912 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5789 loss: 2.5789 2022/08/14 22:58:28 - mmengine - INFO - Epoch(train) [117][2500/3757] lr: 5.7337e-02 eta: 1 day, 22:18:09 time: 0.3255 data_time: 0.0186 memory: 9201 grad_norm: 2.7688 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6050 loss: 2.6050 2022/08/14 22:59:00 - mmengine - INFO - Epoch(train) [117][2600/3757] lr: 5.7337e-02 eta: 1 day, 22:17:37 time: 0.3208 data_time: 0.0176 memory: 9201 grad_norm: 2.8103 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9337 loss: 2.9337 2022/08/14 22:59:33 - mmengine - INFO - Epoch(train) [117][2700/3757] lr: 5.7337e-02 eta: 1 day, 22:17:06 time: 0.3231 data_time: 0.0179 memory: 9201 grad_norm: 2.7444 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7900 loss: 2.7900 2022/08/14 23:00:05 - mmengine - INFO - Epoch(train) [117][2800/3757] lr: 5.7337e-02 eta: 1 day, 22:16:35 time: 0.3206 data_time: 0.0161 memory: 9201 grad_norm: 2.7247 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7727 loss: 2.7727 2022/08/14 23:00:37 - mmengine - INFO - Epoch(train) [117][2900/3757] lr: 5.7337e-02 eta: 1 day, 22:16:03 time: 0.3224 data_time: 0.0178 memory: 9201 grad_norm: 2.7487 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9137 loss: 2.9137 2022/08/14 23:01:10 - mmengine - INFO - Epoch(train) [117][3000/3757] lr: 5.7337e-02 eta: 1 day, 22:15:32 time: 0.3205 data_time: 0.0168 memory: 9201 grad_norm: 2.7403 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4768 loss: 2.4768 2022/08/14 23:01:42 - mmengine - INFO - Epoch(train) [117][3100/3757] lr: 5.7337e-02 eta: 1 day, 22:15:01 time: 0.3231 data_time: 0.0164 memory: 9201 grad_norm: 2.7385 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7207 loss: 2.7207 2022/08/14 23:02:11 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 23:02:15 - mmengine - INFO - Epoch(train) [117][3200/3757] lr: 5.7337e-02 eta: 1 day, 22:14:29 time: 0.3218 data_time: 0.0178 memory: 9201 grad_norm: 2.7193 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.9971 loss: 2.9971 2022/08/14 23:02:47 - mmengine - INFO - Epoch(train) [117][3300/3757] lr: 5.7337e-02 eta: 1 day, 22:13:58 time: 0.3220 data_time: 0.0170 memory: 9201 grad_norm: 2.7922 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7496 loss: 2.7496 2022/08/14 23:03:19 - mmengine - INFO - Epoch(train) [117][3400/3757] lr: 5.7337e-02 eta: 1 day, 22:13:27 time: 0.3203 data_time: 0.0176 memory: 9201 grad_norm: 2.7444 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9670 loss: 2.9670 2022/08/14 23:03:52 - mmengine - INFO - Epoch(train) [117][3500/3757] lr: 5.7337e-02 eta: 1 day, 22:12:55 time: 0.3209 data_time: 0.0170 memory: 9201 grad_norm: 2.7318 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.4710 loss: 2.4710 2022/08/14 23:04:24 - mmengine - INFO - Epoch(train) [117][3600/3757] lr: 5.7337e-02 eta: 1 day, 22:12:24 time: 0.3273 data_time: 0.0182 memory: 9201 grad_norm: 2.7757 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6540 loss: 2.6540 2022/08/14 23:04:57 - mmengine - INFO - Epoch(train) [117][3700/3757] lr: 5.7337e-02 eta: 1 day, 22:11:53 time: 0.3222 data_time: 0.0184 memory: 9201 grad_norm: 2.8155 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4767 loss: 2.4767 2022/08/14 23:05:15 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 23:05:15 - mmengine - INFO - Epoch(train) [117][3757/3757] lr: 5.7337e-02 eta: 1 day, 22:11:40 time: 0.3072 data_time: 0.0161 memory: 9201 grad_norm: 2.7159 top1_acc: 0.1429 top5_acc: 0.8571 loss_cls: 2.8219 loss: 2.8219 2022/08/14 23:05:50 - mmengine - INFO - Epoch(train) [118][100/3757] lr: 5.6729e-02 eta: 1 day, 22:11:00 time: 0.3218 data_time: 0.0174 memory: 9201 grad_norm: 2.7868 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7861 loss: 2.7861 2022/08/14 23:06:22 - mmengine - INFO - Epoch(train) [118][200/3757] lr: 5.6729e-02 eta: 1 day, 22:10:29 time: 0.3205 data_time: 0.0155 memory: 9201 grad_norm: 2.7664 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8007 loss: 2.8007 2022/08/14 23:06:55 - mmengine - INFO - Epoch(train) [118][300/3757] lr: 5.6729e-02 eta: 1 day, 22:09:57 time: 0.3241 data_time: 0.0179 memory: 9201 grad_norm: 2.7966 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8854 loss: 2.8854 2022/08/14 23:07:27 - mmengine - INFO - Epoch(train) [118][400/3757] lr: 5.6729e-02 eta: 1 day, 22:09:26 time: 0.3215 data_time: 0.0172 memory: 9201 grad_norm: 2.7010 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.8642 loss: 2.8642 2022/08/14 23:07:37 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 23:07:59 - mmengine - INFO - Epoch(train) [118][500/3757] lr: 5.6729e-02 eta: 1 day, 22:08:55 time: 0.3202 data_time: 0.0167 memory: 9201 grad_norm: 2.8050 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1085 loss: 3.1085 2022/08/14 23:08:32 - mmengine - INFO - Epoch(train) [118][600/3757] lr: 5.6729e-02 eta: 1 day, 22:08:23 time: 0.3215 data_time: 0.0170 memory: 9201 grad_norm: 2.7516 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9063 loss: 2.9063 2022/08/14 23:09:04 - mmengine - INFO - Epoch(train) [118][700/3757] lr: 5.6729e-02 eta: 1 day, 22:07:52 time: 0.3217 data_time: 0.0174 memory: 9201 grad_norm: 2.8116 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2607 loss: 2.2607 2022/08/14 23:09:37 - mmengine - INFO - Epoch(train) [118][800/3757] lr: 5.6729e-02 eta: 1 day, 22:07:21 time: 0.3240 data_time: 0.0172 memory: 9201 grad_norm: 2.7865 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8879 loss: 2.8879 2022/08/14 23:10:09 - mmengine - INFO - Epoch(train) [118][900/3757] lr: 5.6729e-02 eta: 1 day, 22:06:49 time: 0.3233 data_time: 0.0185 memory: 9201 grad_norm: 2.7148 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7525 loss: 2.7525 2022/08/14 23:10:42 - mmengine - INFO - Epoch(train) [118][1000/3757] lr: 5.6729e-02 eta: 1 day, 22:06:18 time: 0.3204 data_time: 0.0176 memory: 9201 grad_norm: 2.7382 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8598 loss: 2.8598 2022/08/14 23:11:14 - mmengine - INFO - Epoch(train) [118][1100/3757] lr: 5.6729e-02 eta: 1 day, 22:05:47 time: 0.3229 data_time: 0.0184 memory: 9201 grad_norm: 2.7996 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9867 loss: 2.9867 2022/08/14 23:11:46 - mmengine - INFO - Epoch(train) [118][1200/3757] lr: 5.6729e-02 eta: 1 day, 22:05:15 time: 0.3229 data_time: 0.0181 memory: 9201 grad_norm: 2.7730 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6894 loss: 2.6894 2022/08/14 23:12:19 - mmengine - INFO - Epoch(train) [118][1300/3757] lr: 5.6729e-02 eta: 1 day, 22:04:44 time: 0.3220 data_time: 0.0176 memory: 9201 grad_norm: 2.7855 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9414 loss: 2.9414 2022/08/14 23:12:51 - mmengine - INFO - Epoch(train) [118][1400/3757] lr: 5.6729e-02 eta: 1 day, 22:04:13 time: 0.3200 data_time: 0.0161 memory: 9201 grad_norm: 2.7261 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8761 loss: 2.8761 2022/08/14 23:13:01 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 23:13:24 - mmengine - INFO - Epoch(train) [118][1500/3757] lr: 5.6729e-02 eta: 1 day, 22:03:41 time: 0.3226 data_time: 0.0179 memory: 9201 grad_norm: 2.7583 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8545 loss: 2.8545 2022/08/14 23:13:56 - mmengine - INFO - Epoch(train) [118][1600/3757] lr: 5.6729e-02 eta: 1 day, 22:03:10 time: 0.3231 data_time: 0.0169 memory: 9201 grad_norm: 2.7212 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0040 loss: 3.0040 2022/08/14 23:14:28 - mmengine - INFO - Epoch(train) [118][1700/3757] lr: 5.6729e-02 eta: 1 day, 22:02:38 time: 0.3220 data_time: 0.0185 memory: 9201 grad_norm: 2.7879 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9541 loss: 2.9541 2022/08/14 23:15:01 - mmengine - INFO - Epoch(train) [118][1800/3757] lr: 5.6729e-02 eta: 1 day, 22:02:07 time: 0.3234 data_time: 0.0179 memory: 9201 grad_norm: 2.6994 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6700 loss: 2.6700 2022/08/14 23:15:33 - mmengine - INFO - Epoch(train) [118][1900/3757] lr: 5.6729e-02 eta: 1 day, 22:01:36 time: 0.3217 data_time: 0.0173 memory: 9201 grad_norm: 2.7767 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0800 loss: 3.0800 2022/08/14 23:16:06 - mmengine - INFO - Epoch(train) [118][2000/3757] lr: 5.6729e-02 eta: 1 day, 22:01:04 time: 0.3231 data_time: 0.0176 memory: 9201 grad_norm: 2.8042 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8408 loss: 2.8408 2022/08/14 23:16:38 - mmengine - INFO - Epoch(train) [118][2100/3757] lr: 5.6729e-02 eta: 1 day, 22:00:33 time: 0.3213 data_time: 0.0181 memory: 9201 grad_norm: 2.7832 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8658 loss: 2.8658 2022/08/14 23:17:10 - mmengine - INFO - Epoch(train) [118][2200/3757] lr: 5.6729e-02 eta: 1 day, 22:00:02 time: 0.3212 data_time: 0.0176 memory: 9201 grad_norm: 2.7262 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7439 loss: 2.7439 2022/08/14 23:17:43 - mmengine - INFO - Epoch(train) [118][2300/3757] lr: 5.6729e-02 eta: 1 day, 21:59:30 time: 0.3226 data_time: 0.0178 memory: 9201 grad_norm: 2.6648 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9770 loss: 2.9770 2022/08/14 23:18:15 - mmengine - INFO - Epoch(train) [118][2400/3757] lr: 5.6729e-02 eta: 1 day, 21:58:59 time: 0.3218 data_time: 0.0181 memory: 9201 grad_norm: 2.6820 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9446 loss: 2.9446 2022/08/14 23:18:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 23:18:48 - mmengine - INFO - Epoch(train) [118][2500/3757] lr: 5.6729e-02 eta: 1 day, 21:58:28 time: 0.3229 data_time: 0.0181 memory: 9201 grad_norm: 2.7596 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9963 loss: 2.9963 2022/08/14 23:19:20 - mmengine - INFO - Epoch(train) [118][2600/3757] lr: 5.6729e-02 eta: 1 day, 21:57:56 time: 0.3226 data_time: 0.0183 memory: 9201 grad_norm: 2.7103 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.5153 loss: 2.5153 2022/08/14 23:19:53 - mmengine - INFO - Epoch(train) [118][2700/3757] lr: 5.6729e-02 eta: 1 day, 21:57:25 time: 0.3214 data_time: 0.0176 memory: 9201 grad_norm: 2.7015 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0509 loss: 3.0509 2022/08/14 23:20:25 - mmengine - INFO - Epoch(train) [118][2800/3757] lr: 5.6729e-02 eta: 1 day, 21:56:54 time: 0.3234 data_time: 0.0177 memory: 9201 grad_norm: 2.6614 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7106 loss: 2.7106 2022/08/14 23:20:57 - mmengine - INFO - Epoch(train) [118][2900/3757] lr: 5.6729e-02 eta: 1 day, 21:56:22 time: 0.3247 data_time: 0.0183 memory: 9201 grad_norm: 2.7541 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7309 loss: 2.7309 2022/08/14 23:21:30 - mmengine - INFO - Epoch(train) [118][3000/3757] lr: 5.6729e-02 eta: 1 day, 21:55:51 time: 0.3215 data_time: 0.0176 memory: 9201 grad_norm: 2.7158 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7792 loss: 2.7792 2022/08/14 23:22:02 - mmengine - INFO - Epoch(train) [118][3100/3757] lr: 5.6729e-02 eta: 1 day, 21:55:20 time: 0.3201 data_time: 0.0171 memory: 9201 grad_norm: 2.7235 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0108 loss: 3.0108 2022/08/14 23:22:34 - mmengine - INFO - Epoch(train) [118][3200/3757] lr: 5.6729e-02 eta: 1 day, 21:54:48 time: 0.3213 data_time: 0.0181 memory: 9201 grad_norm: 2.7550 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0695 loss: 3.0695 2022/08/14 23:23:07 - mmengine - INFO - Epoch(train) [118][3300/3757] lr: 5.6729e-02 eta: 1 day, 21:54:17 time: 0.3202 data_time: 0.0170 memory: 9201 grad_norm: 2.6691 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8491 loss: 2.8491 2022/08/14 23:23:39 - mmengine - INFO - Epoch(train) [118][3400/3757] lr: 5.6729e-02 eta: 1 day, 21:53:45 time: 0.3221 data_time: 0.0186 memory: 9201 grad_norm: 2.6938 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8804 loss: 2.8804 2022/08/14 23:23:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 23:24:11 - mmengine - INFO - Epoch(train) [118][3500/3757] lr: 5.6729e-02 eta: 1 day, 21:53:14 time: 0.3210 data_time: 0.0174 memory: 9201 grad_norm: 2.7923 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7898 loss: 2.7898 2022/08/14 23:24:44 - mmengine - INFO - Epoch(train) [118][3600/3757] lr: 5.6729e-02 eta: 1 day, 21:52:42 time: 0.3211 data_time: 0.0170 memory: 9201 grad_norm: 2.7544 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7685 loss: 2.7685 2022/08/14 23:25:16 - mmengine - INFO - Epoch(train) [118][3700/3757] lr: 5.6729e-02 eta: 1 day, 21:52:11 time: 0.3285 data_time: 0.0179 memory: 9201 grad_norm: 2.6908 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6991 loss: 2.6991 2022/08/14 23:25:34 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 23:25:34 - mmengine - INFO - Epoch(train) [118][3757/3757] lr: 5.6729e-02 eta: 1 day, 21:51:58 time: 0.3043 data_time: 0.0159 memory: 9201 grad_norm: 2.7278 top1_acc: 0.2857 top5_acc: 0.4286 loss_cls: 2.9356 loss: 2.9356 2022/08/14 23:26:09 - mmengine - INFO - Epoch(train) [119][100/3757] lr: 5.6121e-02 eta: 1 day, 21:51:17 time: 0.3209 data_time: 0.0172 memory: 9201 grad_norm: 2.7165 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3647 loss: 2.3647 2022/08/14 23:26:41 - mmengine - INFO - Epoch(train) [119][200/3757] lr: 5.6121e-02 eta: 1 day, 21:50:46 time: 0.3226 data_time: 0.0183 memory: 9201 grad_norm: 2.7368 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8450 loss: 2.8450 2022/08/14 23:27:13 - mmengine - INFO - Epoch(train) [119][300/3757] lr: 5.6121e-02 eta: 1 day, 21:50:14 time: 0.3196 data_time: 0.0168 memory: 9201 grad_norm: 2.7957 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6882 loss: 2.6882 2022/08/14 23:27:45 - mmengine - INFO - Epoch(train) [119][400/3757] lr: 5.6121e-02 eta: 1 day, 21:49:43 time: 0.3212 data_time: 0.0166 memory: 9201 grad_norm: 2.7736 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8664 loss: 2.8664 2022/08/14 23:28:18 - mmengine - INFO - Epoch(train) [119][500/3757] lr: 5.6121e-02 eta: 1 day, 21:49:11 time: 0.3209 data_time: 0.0181 memory: 9201 grad_norm: 2.7677 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8344 loss: 2.8344 2022/08/14 23:28:50 - mmengine - INFO - Epoch(train) [119][600/3757] lr: 5.6121e-02 eta: 1 day, 21:48:40 time: 0.3213 data_time: 0.0172 memory: 9201 grad_norm: 2.7158 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.7446 loss: 2.7446 2022/08/14 23:29:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 23:29:22 - mmengine - INFO - Epoch(train) [119][700/3757] lr: 5.6121e-02 eta: 1 day, 21:48:08 time: 0.3197 data_time: 0.0164 memory: 9201 grad_norm: 2.6991 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0938 loss: 3.0938 2022/08/14 23:29:54 - mmengine - INFO - Epoch(train) [119][800/3757] lr: 5.6121e-02 eta: 1 day, 21:47:37 time: 0.3208 data_time: 0.0177 memory: 9201 grad_norm: 2.7595 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4397 loss: 2.4397 2022/08/14 23:30:27 - mmengine - INFO - Epoch(train) [119][900/3757] lr: 5.6121e-02 eta: 1 day, 21:47:06 time: 0.3193 data_time: 0.0170 memory: 9201 grad_norm: 2.7592 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6057 loss: 2.6057 2022/08/14 23:30:59 - mmengine - INFO - Epoch(train) [119][1000/3757] lr: 5.6121e-02 eta: 1 day, 21:46:34 time: 0.3223 data_time: 0.0170 memory: 9201 grad_norm: 2.8094 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.7538 loss: 2.7538 2022/08/14 23:31:31 - mmengine - INFO - Epoch(train) [119][1100/3757] lr: 5.6121e-02 eta: 1 day, 21:46:03 time: 0.3220 data_time: 0.0177 memory: 9201 grad_norm: 2.7354 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.4215 loss: 2.4215 2022/08/14 23:32:04 - mmengine - INFO - Epoch(train) [119][1200/3757] lr: 5.6121e-02 eta: 1 day, 21:45:31 time: 0.3207 data_time: 0.0170 memory: 9201 grad_norm: 2.7638 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9482 loss: 2.9482 2022/08/14 23:32:36 - mmengine - INFO - Epoch(train) [119][1300/3757] lr: 5.6121e-02 eta: 1 day, 21:45:00 time: 0.3212 data_time: 0.0178 memory: 9201 grad_norm: 2.6855 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6359 loss: 2.6359 2022/08/14 23:33:08 - mmengine - INFO - Epoch(train) [119][1400/3757] lr: 5.6121e-02 eta: 1 day, 21:44:28 time: 0.3229 data_time: 0.0182 memory: 9201 grad_norm: 2.6936 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6218 loss: 2.6218 2022/08/14 23:33:41 - mmengine - INFO - Epoch(train) [119][1500/3757] lr: 5.6121e-02 eta: 1 day, 21:43:57 time: 0.3210 data_time: 0.0180 memory: 9201 grad_norm: 2.6188 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9381 loss: 2.9381 2022/08/14 23:34:13 - mmengine - INFO - Epoch(train) [119][1600/3757] lr: 5.6121e-02 eta: 1 day, 21:43:26 time: 0.3209 data_time: 0.0176 memory: 9201 grad_norm: 2.7287 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6012 loss: 2.6012 2022/08/14 23:34:37 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 23:34:46 - mmengine - INFO - Epoch(train) [119][1700/3757] lr: 5.6121e-02 eta: 1 day, 21:42:54 time: 0.3231 data_time: 0.0183 memory: 9201 grad_norm: 2.6927 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8634 loss: 2.8634 2022/08/14 23:35:18 - mmengine - INFO - Epoch(train) [119][1800/3757] lr: 5.6121e-02 eta: 1 day, 21:42:23 time: 0.3211 data_time: 0.0179 memory: 9201 grad_norm: 2.6405 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.7145 loss: 2.7145 2022/08/14 23:35:50 - mmengine - INFO - Epoch(train) [119][1900/3757] lr: 5.6121e-02 eta: 1 day, 21:41:51 time: 0.3227 data_time: 0.0172 memory: 9201 grad_norm: 2.7106 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6551 loss: 2.6551 2022/08/14 23:36:23 - mmengine - INFO - Epoch(train) [119][2000/3757] lr: 5.6121e-02 eta: 1 day, 21:41:20 time: 0.3206 data_time: 0.0164 memory: 9201 grad_norm: 2.7710 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7679 loss: 2.7679 2022/08/14 23:36:55 - mmengine - INFO - Epoch(train) [119][2100/3757] lr: 5.6121e-02 eta: 1 day, 21:40:49 time: 0.3209 data_time: 0.0176 memory: 9201 grad_norm: 2.7395 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9414 loss: 2.9414 2022/08/14 23:37:27 - mmengine - INFO - Epoch(train) [119][2200/3757] lr: 5.6121e-02 eta: 1 day, 21:40:17 time: 0.3215 data_time: 0.0183 memory: 9201 grad_norm: 2.7230 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.7933 loss: 2.7933 2022/08/14 23:38:00 - mmengine - INFO - Epoch(train) [119][2300/3757] lr: 5.6121e-02 eta: 1 day, 21:39:46 time: 0.3220 data_time: 0.0183 memory: 9201 grad_norm: 2.7285 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7562 loss: 2.7562 2022/08/14 23:38:32 - mmengine - INFO - Epoch(train) [119][2400/3757] lr: 5.6121e-02 eta: 1 day, 21:39:15 time: 0.3211 data_time: 0.0168 memory: 9201 grad_norm: 2.7683 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6306 loss: 2.6306 2022/08/14 23:39:05 - mmengine - INFO - Epoch(train) [119][2500/3757] lr: 5.6121e-02 eta: 1 day, 21:38:43 time: 0.3209 data_time: 0.0166 memory: 9201 grad_norm: 2.9195 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 2.8256 loss: 2.8256 2022/08/14 23:39:37 - mmengine - INFO - Epoch(train) [119][2600/3757] lr: 5.6121e-02 eta: 1 day, 21:38:12 time: 0.3257 data_time: 0.0180 memory: 9201 grad_norm: 2.8161 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0064 loss: 3.0064 2022/08/14 23:40:01 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 23:40:10 - mmengine - INFO - Epoch(train) [119][2700/3757] lr: 5.6121e-02 eta: 1 day, 21:37:41 time: 0.3204 data_time: 0.0178 memory: 9201 grad_norm: 2.6984 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5886 loss: 2.5886 2022/08/14 23:40:42 - mmengine - INFO - Epoch(train) [119][2800/3757] lr: 5.6121e-02 eta: 1 day, 21:37:09 time: 0.3227 data_time: 0.0171 memory: 9201 grad_norm: 2.7751 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.8944 loss: 2.8944 2022/08/14 23:41:14 - mmengine - INFO - Epoch(train) [119][2900/3757] lr: 5.6121e-02 eta: 1 day, 21:36:38 time: 0.3208 data_time: 0.0177 memory: 9201 grad_norm: 2.7482 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8000 loss: 2.8000 2022/08/14 23:41:47 - mmengine - INFO - Epoch(train) [119][3000/3757] lr: 5.6121e-02 eta: 1 day, 21:36:06 time: 0.3230 data_time: 0.0183 memory: 9201 grad_norm: 2.7526 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7514 loss: 2.7514 2022/08/14 23:42:19 - mmengine - INFO - Epoch(train) [119][3100/3757] lr: 5.6121e-02 eta: 1 day, 21:35:35 time: 0.3216 data_time: 0.0177 memory: 9201 grad_norm: 2.7003 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5631 loss: 2.5631 2022/08/14 23:42:51 - mmengine - INFO - Epoch(train) [119][3200/3757] lr: 5.6121e-02 eta: 1 day, 21:35:04 time: 0.3218 data_time: 0.0181 memory: 9201 grad_norm: 2.7314 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8313 loss: 2.8313 2022/08/14 23:43:24 - mmengine - INFO - Epoch(train) [119][3300/3757] lr: 5.6121e-02 eta: 1 day, 21:34:32 time: 0.3209 data_time: 0.0176 memory: 9201 grad_norm: 2.7887 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9360 loss: 2.9360 2022/08/14 23:43:56 - mmengine - INFO - Epoch(train) [119][3400/3757] lr: 5.6121e-02 eta: 1 day, 21:34:01 time: 0.3219 data_time: 0.0176 memory: 9201 grad_norm: 2.8144 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1055 loss: 3.1055 2022/08/14 23:44:29 - mmengine - INFO - Epoch(train) [119][3500/3757] lr: 5.6121e-02 eta: 1 day, 21:33:29 time: 0.3230 data_time: 0.0175 memory: 9201 grad_norm: 2.7032 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9814 loss: 2.9814 2022/08/14 23:45:01 - mmengine - INFO - Epoch(train) [119][3600/3757] lr: 5.6121e-02 eta: 1 day, 21:32:58 time: 0.3222 data_time: 0.0175 memory: 9201 grad_norm: 2.6617 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.7729 loss: 2.7729 2022/08/14 23:45:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 23:45:33 - mmengine - INFO - Epoch(train) [119][3700/3757] lr: 5.6121e-02 eta: 1 day, 21:32:27 time: 0.3213 data_time: 0.0175 memory: 9201 grad_norm: 2.7088 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9499 loss: 2.9499 2022/08/14 23:45:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 23:45:52 - mmengine - INFO - Epoch(train) [119][3757/3757] lr: 5.6121e-02 eta: 1 day, 21:32:14 time: 0.3045 data_time: 0.0166 memory: 9201 grad_norm: 2.8207 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 2.5331 loss: 2.5331 2022/08/14 23:46:26 - mmengine - INFO - Epoch(train) [120][100/3757] lr: 5.5511e-02 eta: 1 day, 21:31:34 time: 0.3198 data_time: 0.0168 memory: 9201 grad_norm: 2.8051 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6730 loss: 2.6730 2022/08/14 23:46:59 - mmengine - INFO - Epoch(train) [120][200/3757] lr: 5.5511e-02 eta: 1 day, 21:31:03 time: 0.3222 data_time: 0.0181 memory: 9201 grad_norm: 2.7814 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7191 loss: 2.7191 2022/08/14 23:47:31 - mmengine - INFO - Epoch(train) [120][300/3757] lr: 5.5511e-02 eta: 1 day, 21:30:31 time: 0.3229 data_time: 0.0188 memory: 9201 grad_norm: 2.7084 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9357 loss: 2.9357 2022/08/14 23:48:04 - mmengine - INFO - Epoch(train) [120][400/3757] lr: 5.5511e-02 eta: 1 day, 21:30:00 time: 0.3220 data_time: 0.0178 memory: 9201 grad_norm: 2.8913 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.7041 loss: 2.7041 2022/08/14 23:48:36 - mmengine - INFO - Epoch(train) [120][500/3757] lr: 5.5511e-02 eta: 1 day, 21:29:29 time: 0.3191 data_time: 0.0161 memory: 9201 grad_norm: 2.7533 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7675 loss: 2.7675 2022/08/14 23:49:08 - mmengine - INFO - Epoch(train) [120][600/3757] lr: 5.5511e-02 eta: 1 day, 21:28:57 time: 0.3225 data_time: 0.0171 memory: 9201 grad_norm: 2.8452 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8512 loss: 2.8512 2022/08/14 23:49:41 - mmengine - INFO - Epoch(train) [120][700/3757] lr: 5.5511e-02 eta: 1 day, 21:28:26 time: 0.3216 data_time: 0.0175 memory: 9201 grad_norm: 2.7459 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5988 loss: 2.5988 2022/08/14 23:50:13 - mmengine - INFO - Epoch(train) [120][800/3757] lr: 5.5511e-02 eta: 1 day, 21:27:54 time: 0.3219 data_time: 0.0184 memory: 9201 grad_norm: 2.8230 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8251 loss: 2.8251 2022/08/14 23:50:45 - mmengine - INFO - Epoch(train) [120][900/3757] lr: 5.5511e-02 eta: 1 day, 21:27:23 time: 0.3204 data_time: 0.0176 memory: 9201 grad_norm: 2.7203 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4936 loss: 2.4936 2022/08/14 23:50:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 23:51:18 - mmengine - INFO - Epoch(train) [120][1000/3757] lr: 5.5511e-02 eta: 1 day, 21:26:52 time: 0.3218 data_time: 0.0177 memory: 9201 grad_norm: 2.7067 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7133 loss: 2.7133 2022/08/14 23:51:50 - mmengine - INFO - Epoch(train) [120][1100/3757] lr: 5.5511e-02 eta: 1 day, 21:26:20 time: 0.3234 data_time: 0.0181 memory: 9201 grad_norm: 2.7888 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.8638 loss: 2.8638 2022/08/14 23:52:23 - mmengine - INFO - Epoch(train) [120][1200/3757] lr: 5.5511e-02 eta: 1 day, 21:25:49 time: 0.3213 data_time: 0.0186 memory: 9201 grad_norm: 2.6995 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7779 loss: 2.7779 2022/08/14 23:52:55 - mmengine - INFO - Epoch(train) [120][1300/3757] lr: 5.5511e-02 eta: 1 day, 21:25:17 time: 0.3211 data_time: 0.0183 memory: 9201 grad_norm: 2.7678 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8542 loss: 2.8542 2022/08/14 23:53:27 - mmengine - INFO - Epoch(train) [120][1400/3757] lr: 5.5511e-02 eta: 1 day, 21:24:46 time: 0.3196 data_time: 0.0164 memory: 9201 grad_norm: 2.8621 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.6076 loss: 2.6076 2022/08/14 23:54:00 - mmengine - INFO - Epoch(train) [120][1500/3757] lr: 5.5511e-02 eta: 1 day, 21:24:14 time: 0.3219 data_time: 0.0176 memory: 9201 grad_norm: 2.7154 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7576 loss: 2.7576 2022/08/14 23:54:32 - mmengine - INFO - Epoch(train) [120][1600/3757] lr: 5.5511e-02 eta: 1 day, 21:23:43 time: 0.3211 data_time: 0.0174 memory: 9201 grad_norm: 2.7285 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6535 loss: 2.6535 2022/08/14 23:55:04 - mmengine - INFO - Epoch(train) [120][1700/3757] lr: 5.5511e-02 eta: 1 day, 21:23:11 time: 0.3227 data_time: 0.0176 memory: 9201 grad_norm: 2.7574 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9540 loss: 2.9540 2022/08/14 23:55:37 - mmengine - INFO - Epoch(train) [120][1800/3757] lr: 5.5511e-02 eta: 1 day, 21:22:40 time: 0.3212 data_time: 0.0171 memory: 9201 grad_norm: 2.7781 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.7636 loss: 2.7636 2022/08/14 23:56:09 - mmengine - INFO - Epoch(train) [120][1900/3757] lr: 5.5511e-02 eta: 1 day, 21:22:09 time: 0.3199 data_time: 0.0181 memory: 9201 grad_norm: 2.6914 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9053 loss: 2.9053 2022/08/14 23:56:15 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/14 23:56:42 - mmengine - INFO - Epoch(train) [120][2000/3757] lr: 5.5511e-02 eta: 1 day, 21:21:37 time: 0.3208 data_time: 0.0176 memory: 9201 grad_norm: 2.8202 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8185 loss: 2.8185 2022/08/14 23:57:14 - mmengine - INFO - Epoch(train) [120][2100/3757] lr: 5.5511e-02 eta: 1 day, 21:21:06 time: 0.3219 data_time: 0.0166 memory: 9201 grad_norm: 2.8117 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3149 loss: 3.3149 2022/08/14 23:57:46 - mmengine - INFO - Epoch(train) [120][2200/3757] lr: 5.5511e-02 eta: 1 day, 21:20:35 time: 0.3212 data_time: 0.0173 memory: 9201 grad_norm: 2.6821 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6138 loss: 2.6138 2022/08/14 23:58:19 - mmengine - INFO - Epoch(train) [120][2300/3757] lr: 5.5511e-02 eta: 1 day, 21:20:03 time: 0.3218 data_time: 0.0175 memory: 9201 grad_norm: 2.7694 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7038 loss: 2.7038 2022/08/14 23:58:51 - mmengine - INFO - Epoch(train) [120][2400/3757] lr: 5.5511e-02 eta: 1 day, 21:19:32 time: 0.3243 data_time: 0.0181 memory: 9201 grad_norm: 2.7624 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.9850 loss: 2.9850 2022/08/14 23:59:23 - mmengine - INFO - Epoch(train) [120][2500/3757] lr: 5.5511e-02 eta: 1 day, 21:19:00 time: 0.3227 data_time: 0.0190 memory: 9201 grad_norm: 2.6766 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8532 loss: 2.8532 2022/08/14 23:59:56 - mmengine - INFO - Epoch(train) [120][2600/3757] lr: 5.5511e-02 eta: 1 day, 21:18:29 time: 0.3228 data_time: 0.0186 memory: 9201 grad_norm: 2.7706 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7991 loss: 2.7991 2022/08/15 00:00:31 - mmengine - INFO - Epoch(train) [120][2700/3757] lr: 5.5511e-02 eta: 1 day, 21:18:01 time: 0.3207 data_time: 0.0174 memory: 9201 grad_norm: 2.8511 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.0178 loss: 3.0178 2022/08/15 00:01:03 - mmengine - INFO - Epoch(train) [120][2800/3757] lr: 5.5511e-02 eta: 1 day, 21:17:29 time: 0.3272 data_time: 0.0186 memory: 9201 grad_norm: 2.7638 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8342 loss: 2.8342 2022/08/15 00:01:36 - mmengine - INFO - Epoch(train) [120][2900/3757] lr: 5.5511e-02 eta: 1 day, 21:16:58 time: 0.3211 data_time: 0.0177 memory: 9201 grad_norm: 2.7211 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0096 loss: 3.0096 2022/08/15 00:01:41 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 00:02:08 - mmengine - INFO - Epoch(train) [120][3000/3757] lr: 5.5511e-02 eta: 1 day, 21:16:27 time: 0.3211 data_time: 0.0167 memory: 9201 grad_norm: 2.7911 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7747 loss: 2.7747 2022/08/15 00:02:41 - mmengine - INFO - Epoch(train) [120][3100/3757] lr: 5.5511e-02 eta: 1 day, 21:15:55 time: 0.3240 data_time: 0.0182 memory: 9201 grad_norm: 2.8272 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8772 loss: 2.8772 2022/08/15 00:03:13 - mmengine - INFO - Epoch(train) [120][3200/3757] lr: 5.5511e-02 eta: 1 day, 21:15:24 time: 0.3220 data_time: 0.0180 memory: 9201 grad_norm: 2.7341 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7057 loss: 2.7057 2022/08/15 00:03:45 - mmengine - INFO - Epoch(train) [120][3300/3757] lr: 5.5511e-02 eta: 1 day, 21:14:53 time: 0.3221 data_time: 0.0181 memory: 9201 grad_norm: 2.7681 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7890 loss: 2.7890 2022/08/15 00:04:18 - mmengine - INFO - Epoch(train) [120][3400/3757] lr: 5.5511e-02 eta: 1 day, 21:14:21 time: 0.3202 data_time: 0.0167 memory: 9201 grad_norm: 2.7013 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5881 loss: 2.5881 2022/08/15 00:04:50 - mmengine - INFO - Epoch(train) [120][3500/3757] lr: 5.5511e-02 eta: 1 day, 21:13:50 time: 0.3222 data_time: 0.0166 memory: 9201 grad_norm: 2.8468 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7584 loss: 2.7584 2022/08/15 00:05:23 - mmengine - INFO - Epoch(train) [120][3600/3757] lr: 5.5511e-02 eta: 1 day, 21:13:18 time: 0.3221 data_time: 0.0184 memory: 9201 grad_norm: 2.7805 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7714 loss: 2.7714 2022/08/15 00:05:55 - mmengine - INFO - Epoch(train) [120][3700/3757] lr: 5.5511e-02 eta: 1 day, 21:12:47 time: 0.3204 data_time: 0.0168 memory: 9201 grad_norm: 2.7223 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7598 loss: 2.7598 2022/08/15 00:06:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 00:06:13 - mmengine - INFO - Epoch(train) [120][3757/3757] lr: 5.5511e-02 eta: 1 day, 21:12:35 time: 0.3040 data_time: 0.0149 memory: 9201 grad_norm: 2.7623 top1_acc: 0.2857 top5_acc: 0.4286 loss_cls: 2.9058 loss: 2.9058 2022/08/15 00:06:13 - mmengine - INFO - Saving checkpoint at 120 epochs 2022/08/15 00:06:40 - mmengine - INFO - Epoch(val) [120][100/310] eta: 0:00:47 time: 0.2256 data_time: 0.1185 memory: 1522 2022/08/15 00:07:01 - mmengine - INFO - Epoch(val) [120][200/310] eta: 0:00:21 time: 0.1927 data_time: 0.0833 memory: 1522 2022/08/15 00:07:21 - mmengine - INFO - Epoch(val) [120][300/310] eta: 0:00:01 time: 0.1479 data_time: 0.0540 memory: 1522 2022/08/15 00:07:23 - mmengine - INFO - Epoch(val) [120][310/310] acc/top1: 0.4427 acc/top5: 0.7181 acc/mean1: 0.4425 2022/08/15 00:07:58 - mmengine - INFO - Epoch(train) [121][100/3757] lr: 5.4901e-02 eta: 1 day, 21:11:54 time: 0.3199 data_time: 0.0175 memory: 9201 grad_norm: 2.7153 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7707 loss: 2.7707 2022/08/15 00:08:17 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 00:08:30 - mmengine - INFO - Epoch(train) [121][200/3757] lr: 5.4901e-02 eta: 1 day, 21:11:22 time: 0.3216 data_time: 0.0168 memory: 9201 grad_norm: 2.7061 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9442 loss: 2.9442 2022/08/15 00:09:02 - mmengine - INFO - Epoch(train) [121][300/3757] lr: 5.4901e-02 eta: 1 day, 21:10:51 time: 0.3250 data_time: 0.0180 memory: 9201 grad_norm: 2.8705 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4857 loss: 2.4857 2022/08/15 00:09:34 - mmengine - INFO - Epoch(train) [121][400/3757] lr: 5.4901e-02 eta: 1 day, 21:10:19 time: 0.3213 data_time: 0.0172 memory: 9201 grad_norm: 2.7663 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9817 loss: 2.9817 2022/08/15 00:10:07 - mmengine - INFO - Epoch(train) [121][500/3757] lr: 5.4901e-02 eta: 1 day, 21:09:48 time: 0.3209 data_time: 0.0171 memory: 9201 grad_norm: 2.7656 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5742 loss: 2.5742 2022/08/15 00:10:39 - mmengine - INFO - Epoch(train) [121][600/3757] lr: 5.4901e-02 eta: 1 day, 21:09:17 time: 0.3340 data_time: 0.0176 memory: 9201 grad_norm: 2.6896 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.7135 loss: 2.7135 2022/08/15 00:11:12 - mmengine - INFO - Epoch(train) [121][700/3757] lr: 5.4901e-02 eta: 1 day, 21:08:45 time: 0.3205 data_time: 0.0168 memory: 9201 grad_norm: 2.7100 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7729 loss: 2.7729 2022/08/15 00:11:44 - mmengine - INFO - Epoch(train) [121][800/3757] lr: 5.4901e-02 eta: 1 day, 21:08:14 time: 0.3202 data_time: 0.0176 memory: 9201 grad_norm: 2.7773 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7933 loss: 2.7933 2022/08/15 00:12:16 - mmengine - INFO - Epoch(train) [121][900/3757] lr: 5.4901e-02 eta: 1 day, 21:07:42 time: 0.3198 data_time: 0.0180 memory: 9201 grad_norm: 2.8053 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5768 loss: 2.5768 2022/08/15 00:12:49 - mmengine - INFO - Epoch(train) [121][1000/3757] lr: 5.4901e-02 eta: 1 day, 21:07:11 time: 0.3207 data_time: 0.0173 memory: 9201 grad_norm: 2.8233 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8950 loss: 2.8950 2022/08/15 00:13:21 - mmengine - INFO - Epoch(train) [121][1100/3757] lr: 5.4901e-02 eta: 1 day, 21:06:40 time: 0.3223 data_time: 0.0185 memory: 9201 grad_norm: 2.8414 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5906 loss: 2.5906 2022/08/15 00:13:41 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 00:13:53 - mmengine - INFO - Epoch(train) [121][1200/3757] lr: 5.4901e-02 eta: 1 day, 21:06:08 time: 0.3213 data_time: 0.0171 memory: 9201 grad_norm: 2.7679 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7202 loss: 2.7202 2022/08/15 00:14:26 - mmengine - INFO - Epoch(train) [121][1300/3757] lr: 5.4901e-02 eta: 1 day, 21:05:37 time: 0.3222 data_time: 0.0172 memory: 9201 grad_norm: 2.8585 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7919 loss: 2.7919 2022/08/15 00:14:58 - mmengine - INFO - Epoch(train) [121][1400/3757] lr: 5.4901e-02 eta: 1 day, 21:05:05 time: 0.3222 data_time: 0.0187 memory: 9201 grad_norm: 2.7180 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5676 loss: 2.5676 2022/08/15 00:15:31 - mmengine - INFO - Epoch(train) [121][1500/3757] lr: 5.4901e-02 eta: 1 day, 21:04:34 time: 0.3214 data_time: 0.0164 memory: 9201 grad_norm: 2.7417 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8444 loss: 2.8444 2022/08/15 00:16:03 - mmengine - INFO - Epoch(train) [121][1600/3757] lr: 5.4901e-02 eta: 1 day, 21:04:02 time: 0.3229 data_time: 0.0185 memory: 9201 grad_norm: 2.7464 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9362 loss: 2.9362 2022/08/15 00:16:35 - mmengine - INFO - Epoch(train) [121][1700/3757] lr: 5.4901e-02 eta: 1 day, 21:03:31 time: 0.3231 data_time: 0.0176 memory: 9201 grad_norm: 2.7464 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9506 loss: 2.9506 2022/08/15 00:17:08 - mmengine - INFO - Epoch(train) [121][1800/3757] lr: 5.4901e-02 eta: 1 day, 21:02:59 time: 0.3223 data_time: 0.0173 memory: 9201 grad_norm: 2.7829 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7164 loss: 2.7164 2022/08/15 00:17:40 - mmengine - INFO - Epoch(train) [121][1900/3757] lr: 5.4901e-02 eta: 1 day, 21:02:28 time: 0.3226 data_time: 0.0172 memory: 9201 grad_norm: 2.7811 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8506 loss: 2.8506 2022/08/15 00:18:12 - mmengine - INFO - Epoch(train) [121][2000/3757] lr: 5.4901e-02 eta: 1 day, 21:01:56 time: 0.3213 data_time: 0.0172 memory: 9201 grad_norm: 2.7727 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9007 loss: 2.9007 2022/08/15 00:18:45 - mmengine - INFO - Epoch(train) [121][2100/3757] lr: 5.4901e-02 eta: 1 day, 21:01:25 time: 0.3219 data_time: 0.0179 memory: 9201 grad_norm: 2.7055 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8061 loss: 2.8061 2022/08/15 00:19:04 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 00:19:17 - mmengine - INFO - Epoch(train) [121][2200/3757] lr: 5.4901e-02 eta: 1 day, 21:00:54 time: 0.3201 data_time: 0.0173 memory: 9201 grad_norm: 2.7312 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6615 loss: 2.6615 2022/08/15 00:19:50 - mmengine - INFO - Epoch(train) [121][2300/3757] lr: 5.4901e-02 eta: 1 day, 21:00:22 time: 0.3199 data_time: 0.0167 memory: 9201 grad_norm: 2.7696 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9086 loss: 2.9086 2022/08/15 00:20:22 - mmengine - INFO - Epoch(train) [121][2400/3757] lr: 5.4901e-02 eta: 1 day, 20:59:51 time: 0.3226 data_time: 0.0182 memory: 9201 grad_norm: 2.7118 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2545 loss: 3.2545 2022/08/15 00:20:54 - mmengine - INFO - Epoch(train) [121][2500/3757] lr: 5.4901e-02 eta: 1 day, 20:59:20 time: 0.3221 data_time: 0.0180 memory: 9201 grad_norm: 2.7697 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.9407 loss: 2.9407 2022/08/15 00:21:27 - mmengine - INFO - Epoch(train) [121][2600/3757] lr: 5.4901e-02 eta: 1 day, 20:58:48 time: 0.3195 data_time: 0.0158 memory: 9201 grad_norm: 2.7662 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2512 loss: 3.2512 2022/08/15 00:21:59 - mmengine - INFO - Epoch(train) [121][2700/3757] lr: 5.4901e-02 eta: 1 day, 20:58:17 time: 0.3219 data_time: 0.0180 memory: 9201 grad_norm: 2.7696 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8424 loss: 2.8424 2022/08/15 00:22:32 - mmengine - INFO - Epoch(train) [121][2800/3757] lr: 5.4901e-02 eta: 1 day, 20:57:46 time: 0.3280 data_time: 0.0175 memory: 9201 grad_norm: 2.8316 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9823 loss: 2.9823 2022/08/15 00:23:04 - mmengine - INFO - Epoch(train) [121][2900/3757] lr: 5.4901e-02 eta: 1 day, 20:57:14 time: 0.3224 data_time: 0.0178 memory: 9201 grad_norm: 2.7304 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8985 loss: 2.8985 2022/08/15 00:23:36 - mmengine - INFO - Epoch(train) [121][3000/3757] lr: 5.4901e-02 eta: 1 day, 20:56:43 time: 0.3221 data_time: 0.0188 memory: 9201 grad_norm: 2.7339 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8525 loss: 2.8525 2022/08/15 00:24:09 - mmengine - INFO - Epoch(train) [121][3100/3757] lr: 5.4901e-02 eta: 1 day, 20:56:11 time: 0.3199 data_time: 0.0161 memory: 9201 grad_norm: 2.8469 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5815 loss: 2.5815 2022/08/15 00:24:28 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 00:24:41 - mmengine - INFO - Epoch(train) [121][3200/3757] lr: 5.4901e-02 eta: 1 day, 20:55:40 time: 0.3202 data_time: 0.0173 memory: 9201 grad_norm: 2.7505 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8246 loss: 2.8246 2022/08/15 00:25:14 - mmengine - INFO - Epoch(train) [121][3300/3757] lr: 5.4901e-02 eta: 1 day, 20:55:08 time: 0.3203 data_time: 0.0181 memory: 9201 grad_norm: 2.7936 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6720 loss: 2.6720 2022/08/15 00:25:46 - mmengine - INFO - Epoch(train) [121][3400/3757] lr: 5.4901e-02 eta: 1 day, 20:54:37 time: 0.3216 data_time: 0.0186 memory: 9201 grad_norm: 2.8126 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0983 loss: 3.0983 2022/08/15 00:26:18 - mmengine - INFO - Epoch(train) [121][3500/3757] lr: 5.4901e-02 eta: 1 day, 20:54:06 time: 0.3211 data_time: 0.0169 memory: 9201 grad_norm: 2.7829 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6926 loss: 2.6926 2022/08/15 00:26:51 - mmengine - INFO - Epoch(train) [121][3600/3757] lr: 5.4901e-02 eta: 1 day, 20:53:34 time: 0.3212 data_time: 0.0174 memory: 9201 grad_norm: 2.7950 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8226 loss: 2.8226 2022/08/15 00:27:23 - mmengine - INFO - Epoch(train) [121][3700/3757] lr: 5.4901e-02 eta: 1 day, 20:53:03 time: 0.3224 data_time: 0.0177 memory: 9201 grad_norm: 2.7898 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7128 loss: 2.7128 2022/08/15 00:27:41 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 00:27:41 - mmengine - INFO - Epoch(train) [121][3757/3757] lr: 5.4901e-02 eta: 1 day, 20:52:50 time: 0.3066 data_time: 0.0159 memory: 9201 grad_norm: 2.7485 top1_acc: 0.1429 top5_acc: 0.5714 loss_cls: 3.0560 loss: 3.0560 2022/08/15 00:28:16 - mmengine - INFO - Epoch(train) [122][100/3757] lr: 5.4290e-02 eta: 1 day, 20:52:10 time: 0.3210 data_time: 0.0173 memory: 9201 grad_norm: 2.7335 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6299 loss: 2.6299 2022/08/15 00:28:48 - mmengine - INFO - Epoch(train) [122][200/3757] lr: 5.4290e-02 eta: 1 day, 20:51:39 time: 0.3238 data_time: 0.0180 memory: 9201 grad_norm: 2.7997 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8787 loss: 2.8787 2022/08/15 00:29:21 - mmengine - INFO - Epoch(train) [122][300/3757] lr: 5.4290e-02 eta: 1 day, 20:51:07 time: 0.3222 data_time: 0.0177 memory: 9201 grad_norm: 2.9203 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5216 loss: 2.5216 2022/08/15 00:29:53 - mmengine - INFO - Epoch(train) [122][400/3757] lr: 5.4290e-02 eta: 1 day, 20:50:36 time: 0.3200 data_time: 0.0168 memory: 9201 grad_norm: 2.7169 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5378 loss: 2.5378 2022/08/15 00:29:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 00:30:25 - mmengine - INFO - Epoch(train) [122][500/3757] lr: 5.4290e-02 eta: 1 day, 20:50:04 time: 0.3235 data_time: 0.0189 memory: 9201 grad_norm: 2.8027 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7949 loss: 2.7949 2022/08/15 00:30:58 - mmengine - INFO - Epoch(train) [122][600/3757] lr: 5.4290e-02 eta: 1 day, 20:49:33 time: 0.3218 data_time: 0.0176 memory: 9201 grad_norm: 2.7756 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9214 loss: 2.9214 2022/08/15 00:31:30 - mmengine - INFO - Epoch(train) [122][700/3757] lr: 5.4290e-02 eta: 1 day, 20:49:01 time: 0.3208 data_time: 0.0165 memory: 9201 grad_norm: 2.7846 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8598 loss: 2.8598 2022/08/15 00:32:03 - mmengine - INFO - Epoch(train) [122][800/3757] lr: 5.4290e-02 eta: 1 day, 20:48:30 time: 0.3229 data_time: 0.0177 memory: 9201 grad_norm: 2.7765 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5003 loss: 2.5003 2022/08/15 00:32:35 - mmengine - INFO - Epoch(train) [122][900/3757] lr: 5.4290e-02 eta: 1 day, 20:47:58 time: 0.3218 data_time: 0.0177 memory: 9201 grad_norm: 2.7408 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8134 loss: 2.8134 2022/08/15 00:33:07 - mmengine - INFO - Epoch(train) [122][1000/3757] lr: 5.4290e-02 eta: 1 day, 20:47:27 time: 0.3221 data_time: 0.0187 memory: 9201 grad_norm: 2.7537 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5931 loss: 2.5931 2022/08/15 00:33:40 - mmengine - INFO - Epoch(train) [122][1100/3757] lr: 5.4290e-02 eta: 1 day, 20:46:56 time: 0.3230 data_time: 0.0179 memory: 9201 grad_norm: 2.7239 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9273 loss: 2.9273 2022/08/15 00:34:12 - mmengine - INFO - Epoch(train) [122][1200/3757] lr: 5.4290e-02 eta: 1 day, 20:46:24 time: 0.3207 data_time: 0.0170 memory: 9201 grad_norm: 2.7432 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7426 loss: 2.7426 2022/08/15 00:34:45 - mmengine - INFO - Epoch(train) [122][1300/3757] lr: 5.4290e-02 eta: 1 day, 20:45:53 time: 0.3241 data_time: 0.0188 memory: 9201 grad_norm: 2.7550 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.9086 loss: 2.9086 2022/08/15 00:35:17 - mmengine - INFO - Epoch(train) [122][1400/3757] lr: 5.4290e-02 eta: 1 day, 20:45:21 time: 0.3226 data_time: 0.0178 memory: 9201 grad_norm: 2.7104 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4278 loss: 2.4278 2022/08/15 00:35:18 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 00:35:49 - mmengine - INFO - Epoch(train) [122][1500/3757] lr: 5.4290e-02 eta: 1 day, 20:44:50 time: 0.3232 data_time: 0.0178 memory: 9201 grad_norm: 2.7430 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6153 loss: 2.6153 2022/08/15 00:36:22 - mmengine - INFO - Epoch(train) [122][1600/3757] lr: 5.4290e-02 eta: 1 day, 20:44:19 time: 0.3244 data_time: 0.0183 memory: 9201 grad_norm: 2.8674 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.8796 loss: 2.8796 2022/08/15 00:36:54 - mmengine - INFO - Epoch(train) [122][1700/3757] lr: 5.4290e-02 eta: 1 day, 20:43:47 time: 0.3222 data_time: 0.0174 memory: 9201 grad_norm: 2.8102 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7433 loss: 2.7433 2022/08/15 00:37:26 - mmengine - INFO - Epoch(train) [122][1800/3757] lr: 5.4290e-02 eta: 1 day, 20:43:16 time: 0.3245 data_time: 0.0183 memory: 9201 grad_norm: 2.7549 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8002 loss: 2.8002 2022/08/15 00:37:59 - mmengine - INFO - Epoch(train) [122][1900/3757] lr: 5.4290e-02 eta: 1 day, 20:42:44 time: 0.3218 data_time: 0.0175 memory: 9201 grad_norm: 2.8344 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4956 loss: 2.4956 2022/08/15 00:38:31 - mmengine - INFO - Epoch(train) [122][2000/3757] lr: 5.4290e-02 eta: 1 day, 20:42:13 time: 0.3197 data_time: 0.0158 memory: 9201 grad_norm: 2.7788 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1339 loss: 3.1339 2022/08/15 00:39:04 - mmengine - INFO - Epoch(train) [122][2100/3757] lr: 5.4290e-02 eta: 1 day, 20:41:42 time: 0.3232 data_time: 0.0168 memory: 9201 grad_norm: 2.8202 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0289 loss: 3.0289 2022/08/15 00:39:36 - mmengine - INFO - Epoch(train) [122][2200/3757] lr: 5.4290e-02 eta: 1 day, 20:41:10 time: 0.3198 data_time: 0.0166 memory: 9201 grad_norm: 2.7929 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8545 loss: 2.8545 2022/08/15 00:40:08 - mmengine - INFO - Epoch(train) [122][2300/3757] lr: 5.4290e-02 eta: 1 day, 20:40:39 time: 0.3227 data_time: 0.0185 memory: 9201 grad_norm: 2.8779 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9236 loss: 2.9236 2022/08/15 00:40:41 - mmengine - INFO - Epoch(train) [122][2400/3757] lr: 5.4290e-02 eta: 1 day, 20:40:07 time: 0.3218 data_time: 0.0176 memory: 9201 grad_norm: 2.6766 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.3303 loss: 2.3303 2022/08/15 00:40:42 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 00:41:14 - mmengine - INFO - Epoch(train) [122][2500/3757] lr: 5.4290e-02 eta: 1 day, 20:39:36 time: 0.3225 data_time: 0.0176 memory: 9201 grad_norm: 2.7606 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.6581 loss: 2.6581 2022/08/15 00:41:46 - mmengine - INFO - Epoch(train) [122][2600/3757] lr: 5.4290e-02 eta: 1 day, 20:39:05 time: 0.3294 data_time: 0.0171 memory: 9201 grad_norm: 2.8242 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9727 loss: 2.9727 2022/08/15 00:42:18 - mmengine - INFO - Epoch(train) [122][2700/3757] lr: 5.4290e-02 eta: 1 day, 20:38:34 time: 0.3218 data_time: 0.0174 memory: 9201 grad_norm: 2.6897 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9095 loss: 2.9095 2022/08/15 00:42:51 - mmengine - INFO - Epoch(train) [122][2800/3757] lr: 5.4290e-02 eta: 1 day, 20:38:02 time: 0.3212 data_time: 0.0168 memory: 9201 grad_norm: 2.7737 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8485 loss: 2.8485 2022/08/15 00:43:23 - mmengine - INFO - Epoch(train) [122][2900/3757] lr: 5.4290e-02 eta: 1 day, 20:37:31 time: 0.3219 data_time: 0.0176 memory: 9201 grad_norm: 2.7454 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9844 loss: 2.9844 2022/08/15 00:43:56 - mmengine - INFO - Epoch(train) [122][3000/3757] lr: 5.4290e-02 eta: 1 day, 20:36:59 time: 0.3237 data_time: 0.0188 memory: 9201 grad_norm: 2.8093 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7679 loss: 2.7679 2022/08/15 00:44:28 - mmengine - INFO - Epoch(train) [122][3100/3757] lr: 5.4290e-02 eta: 1 day, 20:36:28 time: 0.3212 data_time: 0.0166 memory: 9201 grad_norm: 2.7214 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5400 loss: 2.5400 2022/08/15 00:45:00 - mmengine - INFO - Epoch(train) [122][3200/3757] lr: 5.4290e-02 eta: 1 day, 20:35:57 time: 0.3204 data_time: 0.0167 memory: 9201 grad_norm: 2.8692 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6132 loss: 2.6132 2022/08/15 00:45:33 - mmengine - INFO - Epoch(train) [122][3300/3757] lr: 5.4290e-02 eta: 1 day, 20:35:26 time: 0.3222 data_time: 0.0184 memory: 9201 grad_norm: 2.7816 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4401 loss: 2.4401 2022/08/15 00:46:06 - mmengine - INFO - Epoch(train) [122][3400/3757] lr: 5.4290e-02 eta: 1 day, 20:34:54 time: 0.3214 data_time: 0.0195 memory: 9201 grad_norm: 2.8266 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.5617 loss: 2.5617 2022/08/15 00:46:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 00:46:38 - mmengine - INFO - Epoch(train) [122][3500/3757] lr: 5.4290e-02 eta: 1 day, 20:34:23 time: 0.3228 data_time: 0.0176 memory: 9201 grad_norm: 2.7994 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9220 loss: 2.9220 2022/08/15 00:47:11 - mmengine - INFO - Epoch(train) [122][3600/3757] lr: 5.4290e-02 eta: 1 day, 20:33:52 time: 0.3218 data_time: 0.0175 memory: 9201 grad_norm: 2.7327 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.9640 loss: 2.9640 2022/08/15 00:47:43 - mmengine - INFO - Epoch(train) [122][3700/3757] lr: 5.4290e-02 eta: 1 day, 20:33:20 time: 0.3216 data_time: 0.0175 memory: 9201 grad_norm: 2.7571 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6981 loss: 2.6981 2022/08/15 00:48:01 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 00:48:01 - mmengine - INFO - Epoch(train) [122][3757/3757] lr: 5.4290e-02 eta: 1 day, 20:33:07 time: 0.3039 data_time: 0.0154 memory: 9201 grad_norm: 2.8046 top1_acc: 0.5714 top5_acc: 0.5714 loss_cls: 2.6982 loss: 2.6982 2022/08/15 00:48:36 - mmengine - INFO - Epoch(train) [123][100/3757] lr: 5.3678e-02 eta: 1 day, 20:32:27 time: 0.3216 data_time: 0.0175 memory: 9201 grad_norm: 2.8468 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9467 loss: 2.9467 2022/08/15 00:49:08 - mmengine - INFO - Epoch(train) [123][200/3757] lr: 5.3678e-02 eta: 1 day, 20:31:56 time: 0.3234 data_time: 0.0181 memory: 9201 grad_norm: 2.7658 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5920 loss: 2.5920 2022/08/15 00:49:41 - mmengine - INFO - Epoch(train) [123][300/3757] lr: 5.3678e-02 eta: 1 day, 20:31:24 time: 0.3215 data_time: 0.0172 memory: 9201 grad_norm: 2.7721 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5897 loss: 2.5897 2022/08/15 00:50:13 - mmengine - INFO - Epoch(train) [123][400/3757] lr: 5.3678e-02 eta: 1 day, 20:30:53 time: 0.3213 data_time: 0.0178 memory: 9201 grad_norm: 2.8145 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7548 loss: 2.7548 2022/08/15 00:50:45 - mmengine - INFO - Epoch(train) [123][500/3757] lr: 5.3678e-02 eta: 1 day, 20:30:22 time: 0.3234 data_time: 0.0188 memory: 9201 grad_norm: 2.7554 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4915 loss: 2.4915 2022/08/15 00:51:18 - mmengine - INFO - Epoch(train) [123][600/3757] lr: 5.3678e-02 eta: 1 day, 20:29:50 time: 0.3199 data_time: 0.0180 memory: 9201 grad_norm: 2.7751 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.2822 loss: 2.2822 2022/08/15 00:51:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 00:51:50 - mmengine - INFO - Epoch(train) [123][700/3757] lr: 5.3678e-02 eta: 1 day, 20:29:19 time: 0.3213 data_time: 0.0162 memory: 9201 grad_norm: 2.7815 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8162 loss: 2.8162 2022/08/15 00:52:22 - mmengine - INFO - Epoch(train) [123][800/3757] lr: 5.3678e-02 eta: 1 day, 20:28:47 time: 0.3210 data_time: 0.0167 memory: 9201 grad_norm: 2.7839 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8943 loss: 2.8943 2022/08/15 00:52:55 - mmengine - INFO - Epoch(train) [123][900/3757] lr: 5.3678e-02 eta: 1 day, 20:28:16 time: 0.3218 data_time: 0.0176 memory: 9201 grad_norm: 2.8043 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7185 loss: 2.7185 2022/08/15 00:53:27 - mmengine - INFO - Epoch(train) [123][1000/3757] lr: 5.3678e-02 eta: 1 day, 20:27:44 time: 0.3212 data_time: 0.0191 memory: 9201 grad_norm: 2.8406 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5720 loss: 2.5720 2022/08/15 00:54:00 - mmengine - INFO - Epoch(train) [123][1100/3757] lr: 5.3678e-02 eta: 1 day, 20:27:13 time: 0.3200 data_time: 0.0173 memory: 9201 grad_norm: 2.8620 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5918 loss: 2.5918 2022/08/15 00:54:32 - mmengine - INFO - Epoch(train) [123][1200/3757] lr: 5.3678e-02 eta: 1 day, 20:26:41 time: 0.3211 data_time: 0.0178 memory: 9201 grad_norm: 2.7152 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7244 loss: 2.7244 2022/08/15 00:55:04 - mmengine - INFO - Epoch(train) [123][1300/3757] lr: 5.3678e-02 eta: 1 day, 20:26:10 time: 0.3227 data_time: 0.0191 memory: 9201 grad_norm: 2.8441 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9914 loss: 2.9914 2022/08/15 00:55:37 - mmengine - INFO - Epoch(train) [123][1400/3757] lr: 5.3678e-02 eta: 1 day, 20:25:39 time: 0.3235 data_time: 0.0184 memory: 9201 grad_norm: 2.7309 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4705 loss: 2.4705 2022/08/15 00:56:09 - mmengine - INFO - Epoch(train) [123][1500/3757] lr: 5.3678e-02 eta: 1 day, 20:25:07 time: 0.3197 data_time: 0.0167 memory: 9201 grad_norm: 2.9554 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8273 loss: 2.8273 2022/08/15 00:56:42 - mmengine - INFO - Epoch(train) [123][1600/3757] lr: 5.3678e-02 eta: 1 day, 20:24:36 time: 0.3204 data_time: 0.0173 memory: 9201 grad_norm: 2.7900 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9043 loss: 2.9043 2022/08/15 00:56:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 00:57:14 - mmengine - INFO - Epoch(train) [123][1700/3757] lr: 5.3678e-02 eta: 1 day, 20:24:05 time: 0.3210 data_time: 0.0174 memory: 9201 grad_norm: 2.6747 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8230 loss: 2.8230 2022/08/15 00:57:47 - mmengine - INFO - Epoch(train) [123][1800/3757] lr: 5.3678e-02 eta: 1 day, 20:23:33 time: 0.3257 data_time: 0.0178 memory: 9201 grad_norm: 2.9164 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5642 loss: 2.5642 2022/08/15 00:58:19 - mmengine - INFO - Epoch(train) [123][1900/3757] lr: 5.3678e-02 eta: 1 day, 20:23:02 time: 0.3229 data_time: 0.0180 memory: 9201 grad_norm: 2.8981 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0730 loss: 3.0730 2022/08/15 00:58:51 - mmengine - INFO - Epoch(train) [123][2000/3757] lr: 5.3678e-02 eta: 1 day, 20:22:30 time: 0.3208 data_time: 0.0175 memory: 9201 grad_norm: 2.9419 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6486 loss: 2.6486 2022/08/15 00:59:24 - mmengine - INFO - Epoch(train) [123][2100/3757] lr: 5.3678e-02 eta: 1 day, 20:21:59 time: 0.3206 data_time: 0.0175 memory: 9201 grad_norm: 2.7972 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.5605 loss: 2.5605 2022/08/15 00:59:56 - mmengine - INFO - Epoch(train) [123][2200/3757] lr: 5.3678e-02 eta: 1 day, 20:21:27 time: 0.3215 data_time: 0.0172 memory: 9201 grad_norm: 2.8570 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6744 loss: 2.6744 2022/08/15 01:00:29 - mmengine - INFO - Epoch(train) [123][2300/3757] lr: 5.3678e-02 eta: 1 day, 20:20:56 time: 0.3215 data_time: 0.0177 memory: 9201 grad_norm: 2.8253 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7824 loss: 2.7824 2022/08/15 01:01:01 - mmengine - INFO - Epoch(train) [123][2400/3757] lr: 5.3678e-02 eta: 1 day, 20:20:25 time: 0.3212 data_time: 0.0168 memory: 9201 grad_norm: 2.7187 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.5688 loss: 2.5688 2022/08/15 01:01:33 - mmengine - INFO - Epoch(train) [123][2500/3757] lr: 5.3678e-02 eta: 1 day, 20:19:53 time: 0.3212 data_time: 0.0170 memory: 9201 grad_norm: 2.7309 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2971 loss: 2.2971 2022/08/15 01:02:06 - mmengine - INFO - Epoch(train) [123][2600/3757] lr: 5.3678e-02 eta: 1 day, 20:19:22 time: 0.3218 data_time: 0.0191 memory: 9201 grad_norm: 2.8110 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7468 loss: 2.7468 2022/08/15 01:02:21 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 01:02:38 - mmengine - INFO - Epoch(train) [123][2700/3757] lr: 5.3678e-02 eta: 1 day, 20:18:51 time: 0.3209 data_time: 0.0177 memory: 9201 grad_norm: 2.7414 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7298 loss: 2.7298 2022/08/15 01:03:11 - mmengine - INFO - Epoch(train) [123][2800/3757] lr: 5.3678e-02 eta: 1 day, 20:18:19 time: 0.3219 data_time: 0.0180 memory: 9201 grad_norm: 2.7940 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8771 loss: 2.8771 2022/08/15 01:03:43 - mmengine - INFO - Epoch(train) [123][2900/3757] lr: 5.3678e-02 eta: 1 day, 20:17:48 time: 0.3215 data_time: 0.0174 memory: 9201 grad_norm: 2.7286 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9838 loss: 2.9838 2022/08/15 01:04:15 - mmengine - INFO - Epoch(train) [123][3000/3757] lr: 5.3678e-02 eta: 1 day, 20:17:16 time: 0.3226 data_time: 0.0183 memory: 9201 grad_norm: 2.7302 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7757 loss: 2.7757 2022/08/15 01:04:48 - mmengine - INFO - Epoch(train) [123][3100/3757] lr: 5.3678e-02 eta: 1 day, 20:16:45 time: 0.3200 data_time: 0.0171 memory: 9201 grad_norm: 2.7663 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8380 loss: 2.8380 2022/08/15 01:05:20 - mmengine - INFO - Epoch(train) [123][3200/3757] lr: 5.3678e-02 eta: 1 day, 20:16:13 time: 0.3243 data_time: 0.0188 memory: 9201 grad_norm: 2.7728 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7652 loss: 2.7652 2022/08/15 01:05:53 - mmengine - INFO - Epoch(train) [123][3300/3757] lr: 5.3678e-02 eta: 1 day, 20:15:42 time: 0.3209 data_time: 0.0175 memory: 9201 grad_norm: 2.8238 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9701 loss: 2.9701 2022/08/15 01:06:25 - mmengine - INFO - Epoch(train) [123][3400/3757] lr: 5.3678e-02 eta: 1 day, 20:15:11 time: 0.3292 data_time: 0.0175 memory: 9201 grad_norm: 2.8137 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.8622 loss: 2.8622 2022/08/15 01:06:58 - mmengine - INFO - Epoch(train) [123][3500/3757] lr: 5.3678e-02 eta: 1 day, 20:14:39 time: 0.3230 data_time: 0.0181 memory: 9201 grad_norm: 2.7602 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8312 loss: 2.8312 2022/08/15 01:07:30 - mmengine - INFO - Epoch(train) [123][3600/3757] lr: 5.3678e-02 eta: 1 day, 20:14:08 time: 0.3305 data_time: 0.0177 memory: 9201 grad_norm: 2.6880 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4588 loss: 2.4588 2022/08/15 01:07:45 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 01:08:03 - mmengine - INFO - Epoch(train) [123][3700/3757] lr: 5.3678e-02 eta: 1 day, 20:13:37 time: 0.3219 data_time: 0.0170 memory: 9201 grad_norm: 2.8265 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6164 loss: 2.6164 2022/08/15 01:08:21 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 01:08:21 - mmengine - INFO - Epoch(train) [123][3757/3757] lr: 5.3678e-02 eta: 1 day, 20:13:24 time: 0.3057 data_time: 0.0153 memory: 9201 grad_norm: 2.7691 top1_acc: 0.1429 top5_acc: 0.4286 loss_cls: 2.7884 loss: 2.7884 2022/08/15 01:08:55 - mmengine - INFO - Epoch(train) [124][100/3757] lr: 5.3066e-02 eta: 1 day, 20:12:44 time: 0.3213 data_time: 0.0189 memory: 9201 grad_norm: 2.8776 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6668 loss: 2.6668 2022/08/15 01:09:28 - mmengine - INFO - Epoch(train) [124][200/3757] lr: 5.3066e-02 eta: 1 day, 20:12:12 time: 0.3215 data_time: 0.0178 memory: 9201 grad_norm: 2.8148 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7039 loss: 2.7039 2022/08/15 01:10:00 - mmengine - INFO - Epoch(train) [124][300/3757] lr: 5.3066e-02 eta: 1 day, 20:11:41 time: 0.3210 data_time: 0.0175 memory: 9201 grad_norm: 2.7961 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7153 loss: 2.7153 2022/08/15 01:10:32 - mmengine - INFO - Epoch(train) [124][400/3757] lr: 5.3066e-02 eta: 1 day, 20:11:09 time: 0.3205 data_time: 0.0176 memory: 9201 grad_norm: 2.7901 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.6133 loss: 2.6133 2022/08/15 01:11:05 - mmengine - INFO - Epoch(train) [124][500/3757] lr: 5.3066e-02 eta: 1 day, 20:10:38 time: 0.3208 data_time: 0.0176 memory: 9201 grad_norm: 2.8291 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8016 loss: 2.8016 2022/08/15 01:11:37 - mmengine - INFO - Epoch(train) [124][600/3757] lr: 5.3066e-02 eta: 1 day, 20:10:06 time: 0.3246 data_time: 0.0183 memory: 9201 grad_norm: 2.8182 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4854 loss: 2.4854 2022/08/15 01:12:10 - mmengine - INFO - Epoch(train) [124][700/3757] lr: 5.3066e-02 eta: 1 day, 20:09:35 time: 0.3246 data_time: 0.0181 memory: 9201 grad_norm: 2.8688 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9020 loss: 2.9020 2022/08/15 01:12:42 - mmengine - INFO - Epoch(train) [124][800/3757] lr: 5.3066e-02 eta: 1 day, 20:09:04 time: 0.3222 data_time: 0.0176 memory: 9201 grad_norm: 2.8566 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4770 loss: 2.4770 2022/08/15 01:13:11 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 01:13:14 - mmengine - INFO - Epoch(train) [124][900/3757] lr: 5.3066e-02 eta: 1 day, 20:08:32 time: 0.3215 data_time: 0.0173 memory: 9201 grad_norm: 2.7662 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9149 loss: 2.9149 2022/08/15 01:13:47 - mmengine - INFO - Epoch(train) [124][1000/3757] lr: 5.3066e-02 eta: 1 day, 20:08:01 time: 0.3227 data_time: 0.0180 memory: 9201 grad_norm: 2.7934 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.9240 loss: 2.9240 2022/08/15 01:14:19 - mmengine - INFO - Epoch(train) [124][1100/3757] lr: 5.3066e-02 eta: 1 day, 20:07:29 time: 0.3224 data_time: 0.0169 memory: 9201 grad_norm: 2.8402 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6502 loss: 2.6502 2022/08/15 01:14:52 - mmengine - INFO - Epoch(train) [124][1200/3757] lr: 5.3066e-02 eta: 1 day, 20:06:58 time: 0.3214 data_time: 0.0167 memory: 9201 grad_norm: 2.8002 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7562 loss: 2.7562 2022/08/15 01:15:24 - mmengine - INFO - Epoch(train) [124][1300/3757] lr: 5.3066e-02 eta: 1 day, 20:06:27 time: 0.3203 data_time: 0.0173 memory: 9201 grad_norm: 2.8042 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5439 loss: 2.5439 2022/08/15 01:15:56 - mmengine - INFO - Epoch(train) [124][1400/3757] lr: 5.3066e-02 eta: 1 day, 20:05:55 time: 0.3229 data_time: 0.0187 memory: 9201 grad_norm: 2.8255 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6128 loss: 2.6128 2022/08/15 01:16:29 - mmengine - INFO - Epoch(train) [124][1500/3757] lr: 5.3066e-02 eta: 1 day, 20:05:24 time: 0.3219 data_time: 0.0182 memory: 9201 grad_norm: 2.7948 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7004 loss: 2.7004 2022/08/15 01:17:01 - mmengine - INFO - Epoch(train) [124][1600/3757] lr: 5.3066e-02 eta: 1 day, 20:04:52 time: 0.3216 data_time: 0.0178 memory: 9201 grad_norm: 2.7307 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7052 loss: 2.7052 2022/08/15 01:17:33 - mmengine - INFO - Epoch(train) [124][1700/3757] lr: 5.3066e-02 eta: 1 day, 20:04:21 time: 0.3210 data_time: 0.0177 memory: 9201 grad_norm: 2.8648 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9372 loss: 2.9372 2022/08/15 01:18:06 - mmengine - INFO - Epoch(train) [124][1800/3757] lr: 5.3066e-02 eta: 1 day, 20:03:49 time: 0.3246 data_time: 0.0186 memory: 9201 grad_norm: 2.7322 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8663 loss: 2.8663 2022/08/15 01:18:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 01:18:38 - mmengine - INFO - Epoch(train) [124][1900/3757] lr: 5.3066e-02 eta: 1 day, 20:03:18 time: 0.3212 data_time: 0.0176 memory: 9201 grad_norm: 2.8624 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7105 loss: 2.7105 2022/08/15 01:19:11 - mmengine - INFO - Epoch(train) [124][2000/3757] lr: 5.3066e-02 eta: 1 day, 20:02:46 time: 0.3245 data_time: 0.0176 memory: 9201 grad_norm: 2.7751 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8729 loss: 2.8729 2022/08/15 01:19:43 - mmengine - INFO - Epoch(train) [124][2100/3757] lr: 5.3066e-02 eta: 1 day, 20:02:15 time: 0.3225 data_time: 0.0176 memory: 9201 grad_norm: 2.7695 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7422 loss: 2.7422 2022/08/15 01:20:15 - mmengine - INFO - Epoch(train) [124][2200/3757] lr: 5.3066e-02 eta: 1 day, 20:01:44 time: 0.3207 data_time: 0.0178 memory: 9201 grad_norm: 2.8841 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9507 loss: 2.9507 2022/08/15 01:20:48 - mmengine - INFO - Epoch(train) [124][2300/3757] lr: 5.3066e-02 eta: 1 day, 20:01:12 time: 0.3237 data_time: 0.0173 memory: 9201 grad_norm: 2.8352 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6920 loss: 2.6920 2022/08/15 01:21:20 - mmengine - INFO - Epoch(train) [124][2400/3757] lr: 5.3066e-02 eta: 1 day, 20:00:41 time: 0.3205 data_time: 0.0180 memory: 9201 grad_norm: 2.8258 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8883 loss: 2.8883 2022/08/15 01:21:53 - mmengine - INFO - Epoch(train) [124][2500/3757] lr: 5.3066e-02 eta: 1 day, 20:00:09 time: 0.3208 data_time: 0.0177 memory: 9201 grad_norm: 2.8531 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0367 loss: 3.0367 2022/08/15 01:22:25 - mmengine - INFO - Epoch(train) [124][2600/3757] lr: 5.3066e-02 eta: 1 day, 19:59:38 time: 0.3222 data_time: 0.0169 memory: 9201 grad_norm: 2.8267 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7857 loss: 2.7857 2022/08/15 01:22:58 - mmengine - INFO - Epoch(train) [124][2700/3757] lr: 5.3066e-02 eta: 1 day, 19:59:06 time: 0.3225 data_time: 0.0181 memory: 9201 grad_norm: 2.7983 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9373 loss: 2.9373 2022/08/15 01:23:30 - mmengine - INFO - Epoch(train) [124][2800/3757] lr: 5.3066e-02 eta: 1 day, 19:58:35 time: 0.3249 data_time: 0.0181 memory: 9201 grad_norm: 2.8473 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9866 loss: 2.9866 2022/08/15 01:23:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 01:24:02 - mmengine - INFO - Epoch(train) [124][2900/3757] lr: 5.3066e-02 eta: 1 day, 19:58:04 time: 0.3205 data_time: 0.0169 memory: 9201 grad_norm: 2.8370 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.5191 loss: 2.5191 2022/08/15 01:24:35 - mmengine - INFO - Epoch(train) [124][3000/3757] lr: 5.3066e-02 eta: 1 day, 19:57:32 time: 0.3214 data_time: 0.0181 memory: 9201 grad_norm: 2.8099 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9603 loss: 2.9603 2022/08/15 01:25:07 - mmengine - INFO - Epoch(train) [124][3100/3757] lr: 5.3066e-02 eta: 1 day, 19:57:01 time: 0.3280 data_time: 0.0188 memory: 9201 grad_norm: 2.7839 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.5034 loss: 2.5034 2022/08/15 01:25:40 - mmengine - INFO - Epoch(train) [124][3200/3757] lr: 5.3066e-02 eta: 1 day, 19:56:29 time: 0.3220 data_time: 0.0172 memory: 9201 grad_norm: 2.7641 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0811 loss: 3.0811 2022/08/15 01:26:12 - mmengine - INFO - Epoch(train) [124][3300/3757] lr: 5.3066e-02 eta: 1 day, 19:55:58 time: 0.3221 data_time: 0.0180 memory: 9201 grad_norm: 2.8423 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5582 loss: 2.5582 2022/08/15 01:26:44 - mmengine - INFO - Epoch(train) [124][3400/3757] lr: 5.3066e-02 eta: 1 day, 19:55:26 time: 0.3207 data_time: 0.0174 memory: 9201 grad_norm: 2.8637 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6723 loss: 2.6723 2022/08/15 01:27:17 - mmengine - INFO - Epoch(train) [124][3500/3757] lr: 5.3066e-02 eta: 1 day, 19:54:55 time: 0.3220 data_time: 0.0182 memory: 9201 grad_norm: 2.7693 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6213 loss: 2.6213 2022/08/15 01:27:49 - mmengine - INFO - Epoch(train) [124][3600/3757] lr: 5.3066e-02 eta: 1 day, 19:54:24 time: 0.3230 data_time: 0.0178 memory: 9201 grad_norm: 2.8052 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9653 loss: 2.9653 2022/08/15 01:28:22 - mmengine - INFO - Epoch(train) [124][3700/3757] lr: 5.3066e-02 eta: 1 day, 19:53:52 time: 0.3211 data_time: 0.0177 memory: 9201 grad_norm: 2.8132 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7464 loss: 2.7464 2022/08/15 01:28:40 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 01:28:40 - mmengine - INFO - Epoch(train) [124][3757/3757] lr: 5.3066e-02 eta: 1 day, 19:53:40 time: 0.3091 data_time: 0.0175 memory: 9201 grad_norm: 2.7516 top1_acc: 0.5714 top5_acc: 0.5714 loss_cls: 2.6224 loss: 2.6224 2022/08/15 01:28:40 - mmengine - INFO - Saving checkpoint at 124 epochs 2022/08/15 01:29:17 - mmengine - INFO - Epoch(train) [125][100/3757] lr: 5.2453e-02 eta: 1 day, 19:52:58 time: 0.3215 data_time: 0.0185 memory: 9201 grad_norm: 2.7756 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7622 loss: 2.7622 2022/08/15 01:29:28 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 01:29:50 - mmengine - INFO - Epoch(train) [125][200/3757] lr: 5.2453e-02 eta: 1 day, 19:52:26 time: 0.3231 data_time: 0.0177 memory: 9201 grad_norm: 2.8051 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7034 loss: 2.7034 2022/08/15 01:30:22 - mmengine - INFO - Epoch(train) [125][300/3757] lr: 5.2453e-02 eta: 1 day, 19:51:55 time: 0.3195 data_time: 0.0169 memory: 9201 grad_norm: 2.7739 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.9728 loss: 2.9728 2022/08/15 01:30:55 - mmengine - INFO - Epoch(train) [125][400/3757] lr: 5.2453e-02 eta: 1 day, 19:51:23 time: 0.3219 data_time: 0.0178 memory: 9201 grad_norm: 2.8609 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9718 loss: 2.9718 2022/08/15 01:31:27 - mmengine - INFO - Epoch(train) [125][500/3757] lr: 5.2453e-02 eta: 1 day, 19:50:52 time: 0.3282 data_time: 0.0187 memory: 9201 grad_norm: 2.7743 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0776 loss: 3.0776 2022/08/15 01:31:59 - mmengine - INFO - Epoch(train) [125][600/3757] lr: 5.2453e-02 eta: 1 day, 19:50:20 time: 0.3207 data_time: 0.0172 memory: 9201 grad_norm: 2.8212 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4074 loss: 2.4074 2022/08/15 01:32:32 - mmengine - INFO - Epoch(train) [125][700/3757] lr: 5.2453e-02 eta: 1 day, 19:49:49 time: 0.3232 data_time: 0.0181 memory: 9201 grad_norm: 2.7663 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8147 loss: 2.8147 2022/08/15 01:33:04 - mmengine - INFO - Epoch(train) [125][800/3757] lr: 5.2453e-02 eta: 1 day, 19:49:18 time: 0.3210 data_time: 0.0167 memory: 9201 grad_norm: 2.8326 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6190 loss: 2.6190 2022/08/15 01:33:37 - mmengine - INFO - Epoch(train) [125][900/3757] lr: 5.2453e-02 eta: 1 day, 19:48:46 time: 0.3219 data_time: 0.0170 memory: 9201 grad_norm: 2.7786 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6345 loss: 2.6345 2022/08/15 01:34:09 - mmengine - INFO - Epoch(train) [125][1000/3757] lr: 5.2453e-02 eta: 1 day, 19:48:15 time: 0.3222 data_time: 0.0178 memory: 9201 grad_norm: 2.8536 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5742 loss: 2.5742 2022/08/15 01:34:42 - mmengine - INFO - Epoch(train) [125][1100/3757] lr: 5.2453e-02 eta: 1 day, 19:47:44 time: 0.3225 data_time: 0.0181 memory: 9201 grad_norm: 2.8193 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9433 loss: 2.9433 2022/08/15 01:34:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 01:35:14 - mmengine - INFO - Epoch(train) [125][1200/3757] lr: 5.2453e-02 eta: 1 day, 19:47:12 time: 0.3208 data_time: 0.0171 memory: 9201 grad_norm: 2.8765 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8612 loss: 2.8612 2022/08/15 01:35:47 - mmengine - INFO - Epoch(train) [125][1300/3757] lr: 5.2453e-02 eta: 1 day, 19:46:41 time: 0.3215 data_time: 0.0172 memory: 9201 grad_norm: 2.8518 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.8397 loss: 2.8397 2022/08/15 01:36:19 - mmengine - INFO - Epoch(train) [125][1400/3757] lr: 5.2453e-02 eta: 1 day, 19:46:09 time: 0.3231 data_time: 0.0185 memory: 9201 grad_norm: 2.8371 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8364 loss: 2.8364 2022/08/15 01:36:51 - mmengine - INFO - Epoch(train) [125][1500/3757] lr: 5.2453e-02 eta: 1 day, 19:45:38 time: 0.3211 data_time: 0.0167 memory: 9201 grad_norm: 2.7649 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8092 loss: 2.8092 2022/08/15 01:37:24 - mmengine - INFO - Epoch(train) [125][1600/3757] lr: 5.2453e-02 eta: 1 day, 19:45:06 time: 0.3224 data_time: 0.0185 memory: 9201 grad_norm: 2.7910 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5192 loss: 2.5192 2022/08/15 01:37:56 - mmengine - INFO - Epoch(train) [125][1700/3757] lr: 5.2453e-02 eta: 1 day, 19:44:35 time: 0.3210 data_time: 0.0180 memory: 9201 grad_norm: 2.7610 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5670 loss: 2.5670 2022/08/15 01:38:29 - mmengine - INFO - Epoch(train) [125][1800/3757] lr: 5.2453e-02 eta: 1 day, 19:44:04 time: 0.3220 data_time: 0.0174 memory: 9201 grad_norm: 2.7935 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4669 loss: 2.4669 2022/08/15 01:39:01 - mmengine - INFO - Epoch(train) [125][1900/3757] lr: 5.2453e-02 eta: 1 day, 19:43:32 time: 0.3214 data_time: 0.0182 memory: 9201 grad_norm: 2.7518 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4360 loss: 2.4360 2022/08/15 01:39:34 - mmengine - INFO - Epoch(train) [125][2000/3757] lr: 5.2453e-02 eta: 1 day, 19:43:01 time: 0.3239 data_time: 0.0191 memory: 9201 grad_norm: 2.8340 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7975 loss: 2.7975 2022/08/15 01:40:06 - mmengine - INFO - Epoch(train) [125][2100/3757] lr: 5.2453e-02 eta: 1 day, 19:42:29 time: 0.3211 data_time: 0.0181 memory: 9201 grad_norm: 2.8009 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.5416 loss: 2.5416 2022/08/15 01:40:16 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 01:40:38 - mmengine - INFO - Epoch(train) [125][2200/3757] lr: 5.2453e-02 eta: 1 day, 19:41:58 time: 0.3209 data_time: 0.0179 memory: 9201 grad_norm: 2.8287 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7249 loss: 2.7249 2022/08/15 01:41:11 - mmengine - INFO - Epoch(train) [125][2300/3757] lr: 5.2453e-02 eta: 1 day, 19:41:26 time: 0.3218 data_time: 0.0184 memory: 9201 grad_norm: 2.8539 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7627 loss: 2.7627 2022/08/15 01:41:43 - mmengine - INFO - Epoch(train) [125][2400/3757] lr: 5.2453e-02 eta: 1 day, 19:40:55 time: 0.3218 data_time: 0.0174 memory: 9201 grad_norm: 2.7983 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9665 loss: 2.9665 2022/08/15 01:42:16 - mmengine - INFO - Epoch(train) [125][2500/3757] lr: 5.2453e-02 eta: 1 day, 19:40:24 time: 0.3198 data_time: 0.0171 memory: 9201 grad_norm: 2.7921 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0134 loss: 3.0134 2022/08/15 01:42:48 - mmengine - INFO - Epoch(train) [125][2600/3757] lr: 5.2453e-02 eta: 1 day, 19:39:52 time: 0.3222 data_time: 0.0167 memory: 9201 grad_norm: 2.7800 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6704 loss: 2.6704 2022/08/15 01:43:20 - mmengine - INFO - Epoch(train) [125][2700/3757] lr: 5.2453e-02 eta: 1 day, 19:39:21 time: 0.3222 data_time: 0.0176 memory: 9201 grad_norm: 2.8022 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8357 loss: 2.8357 2022/08/15 01:43:53 - mmengine - INFO - Epoch(train) [125][2800/3757] lr: 5.2453e-02 eta: 1 day, 19:38:49 time: 0.3231 data_time: 0.0175 memory: 9201 grad_norm: 2.8026 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6855 loss: 2.6855 2022/08/15 01:44:25 - mmengine - INFO - Epoch(train) [125][2900/3757] lr: 5.2453e-02 eta: 1 day, 19:38:18 time: 0.3225 data_time: 0.0179 memory: 9201 grad_norm: 2.7668 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5037 loss: 2.5037 2022/08/15 01:44:57 - mmengine - INFO - Epoch(train) [125][3000/3757] lr: 5.2453e-02 eta: 1 day, 19:37:46 time: 0.3190 data_time: 0.0165 memory: 9201 grad_norm: 2.7471 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6443 loss: 2.6443 2022/08/15 01:45:30 - mmengine - INFO - Epoch(train) [125][3100/3757] lr: 5.2453e-02 eta: 1 day, 19:37:15 time: 0.3216 data_time: 0.0173 memory: 9201 grad_norm: 2.7927 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8834 loss: 2.8834 2022/08/15 01:45:40 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 01:46:02 - mmengine - INFO - Epoch(train) [125][3200/3757] lr: 5.2453e-02 eta: 1 day, 19:36:43 time: 0.3226 data_time: 0.0181 memory: 9201 grad_norm: 2.7885 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.7352 loss: 2.7352 2022/08/15 01:46:35 - mmengine - INFO - Epoch(train) [125][3300/3757] lr: 5.2453e-02 eta: 1 day, 19:36:12 time: 0.3222 data_time: 0.0180 memory: 9201 grad_norm: 2.8182 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7350 loss: 2.7350 2022/08/15 01:47:07 - mmengine - INFO - Epoch(train) [125][3400/3757] lr: 5.2453e-02 eta: 1 day, 19:35:41 time: 0.3214 data_time: 0.0167 memory: 9201 grad_norm: 2.8442 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6139 loss: 2.6139 2022/08/15 01:47:40 - mmengine - INFO - Epoch(train) [125][3500/3757] lr: 5.2453e-02 eta: 1 day, 19:35:09 time: 0.3223 data_time: 0.0179 memory: 9201 grad_norm: 2.8299 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9792 loss: 2.9792 2022/08/15 01:48:12 - mmengine - INFO - Epoch(train) [125][3600/3757] lr: 5.2453e-02 eta: 1 day, 19:34:38 time: 0.3231 data_time: 0.0179 memory: 9201 grad_norm: 2.7781 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.8890 loss: 2.8890 2022/08/15 01:48:45 - mmengine - INFO - Epoch(train) [125][3700/3757] lr: 5.2453e-02 eta: 1 day, 19:34:07 time: 0.3226 data_time: 0.0180 memory: 9201 grad_norm: 2.7937 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7275 loss: 2.7275 2022/08/15 01:49:03 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 01:49:03 - mmengine - INFO - Epoch(train) [125][3757/3757] lr: 5.2453e-02 eta: 1 day, 19:33:54 time: 0.3045 data_time: 0.0167 memory: 9201 grad_norm: 2.8262 top1_acc: 0.1429 top5_acc: 0.5714 loss_cls: 2.9684 loss: 2.9684 2022/08/15 01:49:25 - mmengine - INFO - Epoch(val) [125][100/310] eta: 0:00:43 time: 0.2074 data_time: 0.0982 memory: 1522 2022/08/15 01:49:46 - mmengine - INFO - Epoch(val) [125][200/310] eta: 0:00:21 time: 0.1998 data_time: 0.0912 memory: 1522 2022/08/15 01:50:06 - mmengine - INFO - Epoch(val) [125][300/310] eta: 0:00:01 time: 0.1976 data_time: 0.0879 memory: 1522 2022/08/15 01:50:11 - mmengine - INFO - Epoch(val) [125][310/310] acc/top1: 0.4492 acc/top5: 0.7238 acc/mean1: 0.4490 2022/08/15 01:50:46 - mmengine - INFO - Epoch(train) [126][100/3757] lr: 5.1840e-02 eta: 1 day, 19:33:13 time: 0.3228 data_time: 0.0198 memory: 9201 grad_norm: 2.8302 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8526 loss: 2.8526 2022/08/15 01:51:18 - mmengine - INFO - Epoch(train) [126][200/3757] lr: 5.1840e-02 eta: 1 day, 19:32:42 time: 0.3214 data_time: 0.0179 memory: 9201 grad_norm: 2.7165 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5367 loss: 2.5367 2022/08/15 01:51:50 - mmengine - INFO - Epoch(train) [126][300/3757] lr: 5.1840e-02 eta: 1 day, 19:32:11 time: 0.3214 data_time: 0.0167 memory: 9201 grad_norm: 2.7265 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6492 loss: 2.6492 2022/08/15 01:52:15 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 01:52:23 - mmengine - INFO - Epoch(train) [126][400/3757] lr: 5.1840e-02 eta: 1 day, 19:31:39 time: 0.3231 data_time: 0.0181 memory: 9201 grad_norm: 2.7512 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.6249 loss: 2.6249 2022/08/15 01:52:55 - mmengine - INFO - Epoch(train) [126][500/3757] lr: 5.1840e-02 eta: 1 day, 19:31:08 time: 0.3215 data_time: 0.0174 memory: 9201 grad_norm: 2.8123 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6951 loss: 2.6951 2022/08/15 01:53:28 - mmengine - INFO - Epoch(train) [126][600/3757] lr: 5.1840e-02 eta: 1 day, 19:30:36 time: 0.3204 data_time: 0.0175 memory: 9201 grad_norm: 2.8180 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6095 loss: 2.6095 2022/08/15 01:54:00 - mmengine - INFO - Epoch(train) [126][700/3757] lr: 5.1840e-02 eta: 1 day, 19:30:05 time: 0.3216 data_time: 0.0172 memory: 9201 grad_norm: 2.8912 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7000 loss: 2.7000 2022/08/15 01:54:33 - mmengine - INFO - Epoch(train) [126][800/3757] lr: 5.1840e-02 eta: 1 day, 19:29:33 time: 0.3207 data_time: 0.0170 memory: 9201 grad_norm: 2.8520 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6703 loss: 2.6703 2022/08/15 01:55:05 - mmengine - INFO - Epoch(train) [126][900/3757] lr: 5.1840e-02 eta: 1 day, 19:29:02 time: 0.3221 data_time: 0.0185 memory: 9201 grad_norm: 2.9311 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8651 loss: 2.8651 2022/08/15 01:55:37 - mmengine - INFO - Epoch(train) [126][1000/3757] lr: 5.1840e-02 eta: 1 day, 19:28:30 time: 0.3228 data_time: 0.0176 memory: 9201 grad_norm: 2.8154 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5856 loss: 2.5856 2022/08/15 01:56:10 - mmengine - INFO - Epoch(train) [126][1100/3757] lr: 5.1840e-02 eta: 1 day, 19:27:59 time: 0.3202 data_time: 0.0164 memory: 9201 grad_norm: 2.9481 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7858 loss: 2.7858 2022/08/15 01:56:42 - mmengine - INFO - Epoch(train) [126][1200/3757] lr: 5.1840e-02 eta: 1 day, 19:27:27 time: 0.3230 data_time: 0.0185 memory: 9201 grad_norm: 2.7556 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8442 loss: 2.8442 2022/08/15 01:57:14 - mmengine - INFO - Epoch(train) [126][1300/3757] lr: 5.1840e-02 eta: 1 day, 19:26:56 time: 0.3229 data_time: 0.0182 memory: 9201 grad_norm: 2.8474 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4921 loss: 2.4921 2022/08/15 01:57:39 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 01:57:47 - mmengine - INFO - Epoch(train) [126][1400/3757] lr: 5.1840e-02 eta: 1 day, 19:26:25 time: 0.3239 data_time: 0.0176 memory: 9201 grad_norm: 2.8626 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7243 loss: 2.7243 2022/08/15 01:58:19 - mmengine - INFO - Epoch(train) [126][1500/3757] lr: 5.1840e-02 eta: 1 day, 19:25:53 time: 0.3226 data_time: 0.0169 memory: 9201 grad_norm: 2.8848 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2055 loss: 3.2055 2022/08/15 01:58:52 - mmengine - INFO - Epoch(train) [126][1600/3757] lr: 5.1840e-02 eta: 1 day, 19:25:22 time: 0.3245 data_time: 0.0181 memory: 9201 grad_norm: 2.7928 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7545 loss: 2.7545 2022/08/15 01:59:24 - mmengine - INFO - Epoch(train) [126][1700/3757] lr: 5.1840e-02 eta: 1 day, 19:24:50 time: 0.3224 data_time: 0.0177 memory: 9201 grad_norm: 2.9257 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.5472 loss: 2.5472 2022/08/15 01:59:57 - mmengine - INFO - Epoch(train) [126][1800/3757] lr: 5.1840e-02 eta: 1 day, 19:24:19 time: 0.3213 data_time: 0.0170 memory: 9201 grad_norm: 2.8250 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5128 loss: 2.5128 2022/08/15 02:00:30 - mmengine - INFO - Epoch(train) [126][1900/3757] lr: 5.1840e-02 eta: 1 day, 19:23:49 time: 0.3241 data_time: 0.0177 memory: 9201 grad_norm: 2.8485 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7921 loss: 2.7921 2022/08/15 02:01:03 - mmengine - INFO - Epoch(train) [126][2000/3757] lr: 5.1840e-02 eta: 1 day, 19:23:17 time: 0.3211 data_time: 0.0178 memory: 9201 grad_norm: 2.8688 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.8263 loss: 2.8263 2022/08/15 02:01:35 - mmengine - INFO - Epoch(train) [126][2100/3757] lr: 5.1840e-02 eta: 1 day, 19:22:46 time: 0.3216 data_time: 0.0168 memory: 9201 grad_norm: 2.7526 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.4936 loss: 2.4936 2022/08/15 02:02:07 - mmengine - INFO - Epoch(train) [126][2200/3757] lr: 5.1840e-02 eta: 1 day, 19:22:14 time: 0.3216 data_time: 0.0180 memory: 9201 grad_norm: 2.7850 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6428 loss: 2.6428 2022/08/15 02:02:40 - mmengine - INFO - Epoch(train) [126][2300/3757] lr: 5.1840e-02 eta: 1 day, 19:21:43 time: 0.3212 data_time: 0.0172 memory: 9201 grad_norm: 2.8835 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9610 loss: 2.9610 2022/08/15 02:03:04 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 02:03:12 - mmengine - INFO - Epoch(train) [126][2400/3757] lr: 5.1840e-02 eta: 1 day, 19:21:11 time: 0.3214 data_time: 0.0169 memory: 9201 grad_norm: 2.8983 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6988 loss: 2.6988 2022/08/15 02:03:44 - mmengine - INFO - Epoch(train) [126][2500/3757] lr: 5.1840e-02 eta: 1 day, 19:20:40 time: 0.3235 data_time: 0.0195 memory: 9201 grad_norm: 2.7814 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6439 loss: 2.6439 2022/08/15 02:04:17 - mmengine - INFO - Epoch(train) [126][2600/3757] lr: 5.1840e-02 eta: 1 day, 19:20:08 time: 0.3203 data_time: 0.0180 memory: 9201 grad_norm: 2.7581 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5633 loss: 2.5633 2022/08/15 02:04:49 - mmengine - INFO - Epoch(train) [126][2700/3757] lr: 5.1840e-02 eta: 1 day, 19:19:37 time: 0.3207 data_time: 0.0164 memory: 9201 grad_norm: 2.8300 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.7930 loss: 2.7930 2022/08/15 02:05:22 - mmengine - INFO - Epoch(train) [126][2800/3757] lr: 5.1840e-02 eta: 1 day, 19:19:05 time: 0.3212 data_time: 0.0168 memory: 9201 grad_norm: 2.9420 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8723 loss: 2.8723 2022/08/15 02:05:54 - mmengine - INFO - Epoch(train) [126][2900/3757] lr: 5.1840e-02 eta: 1 day, 19:18:34 time: 0.3226 data_time: 0.0188 memory: 9201 grad_norm: 2.8208 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.7246 loss: 2.7246 2022/08/15 02:06:26 - mmengine - INFO - Epoch(train) [126][3000/3757] lr: 5.1840e-02 eta: 1 day, 19:18:02 time: 0.3226 data_time: 0.0183 memory: 9201 grad_norm: 2.7635 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5624 loss: 2.5624 2022/08/15 02:06:59 - mmengine - INFO - Epoch(train) [126][3100/3757] lr: 5.1840e-02 eta: 1 day, 19:17:31 time: 0.3226 data_time: 0.0168 memory: 9201 grad_norm: 2.8630 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9506 loss: 2.9506 2022/08/15 02:07:31 - mmengine - INFO - Epoch(train) [126][3200/3757] lr: 5.1840e-02 eta: 1 day, 19:17:00 time: 0.3233 data_time: 0.0191 memory: 9201 grad_norm: 2.7808 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5494 loss: 2.5494 2022/08/15 02:08:04 - mmengine - INFO - Epoch(train) [126][3300/3757] lr: 5.1840e-02 eta: 1 day, 19:16:28 time: 0.3227 data_time: 0.0172 memory: 9201 grad_norm: 2.8221 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.0084 loss: 3.0084 2022/08/15 02:08:28 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 02:08:36 - mmengine - INFO - Epoch(train) [126][3400/3757] lr: 5.1840e-02 eta: 1 day, 19:15:57 time: 0.3248 data_time: 0.0191 memory: 9201 grad_norm: 2.7728 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3689 loss: 2.3689 2022/08/15 02:09:09 - mmengine - INFO - Epoch(train) [126][3500/3757] lr: 5.1840e-02 eta: 1 day, 19:15:26 time: 0.3218 data_time: 0.0164 memory: 9201 grad_norm: 2.8691 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7653 loss: 2.7653 2022/08/15 02:09:41 - mmengine - INFO - Epoch(train) [126][3600/3757] lr: 5.1840e-02 eta: 1 day, 19:14:54 time: 0.3247 data_time: 0.0183 memory: 9201 grad_norm: 2.8139 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8365 loss: 2.8365 2022/08/15 02:10:14 - mmengine - INFO - Epoch(train) [126][3700/3757] lr: 5.1840e-02 eta: 1 day, 19:14:23 time: 0.3225 data_time: 0.0179 memory: 9201 grad_norm: 2.7902 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6242 loss: 2.6242 2022/08/15 02:10:32 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 02:10:32 - mmengine - INFO - Epoch(train) [126][3757/3757] lr: 5.1840e-02 eta: 1 day, 19:14:10 time: 0.3062 data_time: 0.0165 memory: 9201 grad_norm: 2.7819 top1_acc: 0.2857 top5_acc: 0.4286 loss_cls: 3.2331 loss: 3.2331 2022/08/15 02:11:06 - mmengine - INFO - Epoch(train) [127][100/3757] lr: 5.1227e-02 eta: 1 day, 19:13:30 time: 0.3219 data_time: 0.0175 memory: 9201 grad_norm: 2.8904 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8530 loss: 2.8530 2022/08/15 02:11:39 - mmengine - INFO - Epoch(train) [127][200/3757] lr: 5.1227e-02 eta: 1 day, 19:12:58 time: 0.3216 data_time: 0.0172 memory: 9201 grad_norm: 2.8669 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.6478 loss: 2.6478 2022/08/15 02:12:11 - mmengine - INFO - Epoch(train) [127][300/3757] lr: 5.1227e-02 eta: 1 day, 19:12:27 time: 0.3225 data_time: 0.0164 memory: 9201 grad_norm: 2.8186 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6498 loss: 2.6498 2022/08/15 02:12:44 - mmengine - INFO - Epoch(train) [127][400/3757] lr: 5.1227e-02 eta: 1 day, 19:11:56 time: 0.3212 data_time: 0.0187 memory: 9201 grad_norm: 2.7967 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4591 loss: 2.4591 2022/08/15 02:13:16 - mmengine - INFO - Epoch(train) [127][500/3757] lr: 5.1227e-02 eta: 1 day, 19:11:24 time: 0.3227 data_time: 0.0201 memory: 9201 grad_norm: 2.8528 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6852 loss: 2.6852 2022/08/15 02:13:49 - mmengine - INFO - Epoch(train) [127][600/3757] lr: 5.1227e-02 eta: 1 day, 19:10:53 time: 0.3221 data_time: 0.0183 memory: 9201 grad_norm: 2.8793 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.6913 loss: 2.6913 2022/08/15 02:13:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 02:14:21 - mmengine - INFO - Epoch(train) [127][700/3757] lr: 5.1227e-02 eta: 1 day, 19:10:21 time: 0.3278 data_time: 0.0180 memory: 9201 grad_norm: 2.8346 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6902 loss: 2.6902 2022/08/15 02:14:54 - mmengine - INFO - Epoch(train) [127][800/3757] lr: 5.1227e-02 eta: 1 day, 19:09:50 time: 0.3212 data_time: 0.0171 memory: 9201 grad_norm: 2.8097 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9923 loss: 2.9923 2022/08/15 02:15:26 - mmengine - INFO - Epoch(train) [127][900/3757] lr: 5.1227e-02 eta: 1 day, 19:09:18 time: 0.3199 data_time: 0.0159 memory: 9201 grad_norm: 2.8754 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6276 loss: 2.6276 2022/08/15 02:15:58 - mmengine - INFO - Epoch(train) [127][1000/3757] lr: 5.1227e-02 eta: 1 day, 19:08:47 time: 0.3218 data_time: 0.0171 memory: 9201 grad_norm: 2.8027 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3811 loss: 2.3811 2022/08/15 02:16:31 - mmengine - INFO - Epoch(train) [127][1100/3757] lr: 5.1227e-02 eta: 1 day, 19:08:16 time: 0.3207 data_time: 0.0175 memory: 9201 grad_norm: 2.8996 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4791 loss: 2.4791 2022/08/15 02:17:03 - mmengine - INFO - Epoch(train) [127][1200/3757] lr: 5.1227e-02 eta: 1 day, 19:07:44 time: 0.3228 data_time: 0.0188 memory: 9201 grad_norm: 2.7284 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3978 loss: 2.3978 2022/08/15 02:17:36 - mmengine - INFO - Epoch(train) [127][1300/3757] lr: 5.1227e-02 eta: 1 day, 19:07:13 time: 0.3242 data_time: 0.0179 memory: 9201 grad_norm: 2.7411 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.0647 loss: 3.0647 2022/08/15 02:18:08 - mmengine - INFO - Epoch(train) [127][1400/3757] lr: 5.1227e-02 eta: 1 day, 19:06:41 time: 0.3213 data_time: 0.0176 memory: 9201 grad_norm: 2.7589 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7614 loss: 2.7614 2022/08/15 02:18:41 - mmengine - INFO - Epoch(train) [127][1500/3757] lr: 5.1227e-02 eta: 1 day, 19:06:10 time: 0.3222 data_time: 0.0182 memory: 9201 grad_norm: 2.9490 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8613 loss: 2.8613 2022/08/15 02:19:13 - mmengine - INFO - Epoch(train) [127][1600/3757] lr: 5.1227e-02 eta: 1 day, 19:05:39 time: 0.3229 data_time: 0.0177 memory: 9201 grad_norm: 2.8239 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7411 loss: 2.7411 2022/08/15 02:19:19 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 02:19:46 - mmengine - INFO - Epoch(train) [127][1700/3757] lr: 5.1227e-02 eta: 1 day, 19:05:07 time: 0.3224 data_time: 0.0176 memory: 9201 grad_norm: 2.9568 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5341 loss: 2.5341 2022/08/15 02:20:18 - mmengine - INFO - Epoch(train) [127][1800/3757] lr: 5.1227e-02 eta: 1 day, 19:04:36 time: 0.3215 data_time: 0.0171 memory: 9201 grad_norm: 2.8510 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5926 loss: 2.5926 2022/08/15 02:20:50 - mmengine - INFO - Epoch(train) [127][1900/3757] lr: 5.1227e-02 eta: 1 day, 19:04:04 time: 0.3222 data_time: 0.0175 memory: 9201 grad_norm: 2.8191 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7497 loss: 2.7497 2022/08/15 02:21:23 - mmengine - INFO - Epoch(train) [127][2000/3757] lr: 5.1227e-02 eta: 1 day, 19:03:33 time: 0.3221 data_time: 0.0186 memory: 9201 grad_norm: 2.8969 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6920 loss: 2.6920 2022/08/15 02:21:55 - mmengine - INFO - Epoch(train) [127][2100/3757] lr: 5.1227e-02 eta: 1 day, 19:03:01 time: 0.3228 data_time: 0.0191 memory: 9201 grad_norm: 2.7789 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6289 loss: 2.6289 2022/08/15 02:22:28 - mmengine - INFO - Epoch(train) [127][2200/3757] lr: 5.1227e-02 eta: 1 day, 19:02:30 time: 0.3216 data_time: 0.0178 memory: 9201 grad_norm: 2.7681 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5073 loss: 2.5073 2022/08/15 02:23:00 - mmengine - INFO - Epoch(train) [127][2300/3757] lr: 5.1227e-02 eta: 1 day, 19:01:58 time: 0.3205 data_time: 0.0164 memory: 9201 grad_norm: 2.7962 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5405 loss: 2.5405 2022/08/15 02:23:33 - mmengine - INFO - Epoch(train) [127][2400/3757] lr: 5.1227e-02 eta: 1 day, 19:01:27 time: 0.3277 data_time: 0.0182 memory: 9201 grad_norm: 2.9235 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.7305 loss: 2.7305 2022/08/15 02:24:05 - mmengine - INFO - Epoch(train) [127][2500/3757] lr: 5.1227e-02 eta: 1 day, 19:00:56 time: 0.3213 data_time: 0.0177 memory: 9201 grad_norm: 2.9308 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0896 loss: 3.0896 2022/08/15 02:24:37 - mmengine - INFO - Epoch(train) [127][2600/3757] lr: 5.1227e-02 eta: 1 day, 19:00:24 time: 0.3251 data_time: 0.0184 memory: 9201 grad_norm: 2.7887 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4963 loss: 2.4963 2022/08/15 02:24:43 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 02:25:10 - mmengine - INFO - Epoch(train) [127][2700/3757] lr: 5.1227e-02 eta: 1 day, 18:59:53 time: 0.3215 data_time: 0.0173 memory: 9201 grad_norm: 2.8608 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7445 loss: 2.7445 2022/08/15 02:25:42 - mmengine - INFO - Epoch(train) [127][2800/3757] lr: 5.1227e-02 eta: 1 day, 18:59:21 time: 0.3234 data_time: 0.0175 memory: 9201 grad_norm: 2.8977 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8467 loss: 2.8467 2022/08/15 02:26:15 - mmengine - INFO - Epoch(train) [127][2900/3757] lr: 5.1227e-02 eta: 1 day, 18:58:50 time: 0.3236 data_time: 0.0173 memory: 9201 grad_norm: 2.8935 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5113 loss: 2.5113 2022/08/15 02:26:47 - mmengine - INFO - Epoch(train) [127][3000/3757] lr: 5.1227e-02 eta: 1 day, 18:58:18 time: 0.3214 data_time: 0.0175 memory: 9201 grad_norm: 2.9212 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8761 loss: 2.8761 2022/08/15 02:27:20 - mmengine - INFO - Epoch(train) [127][3100/3757] lr: 5.1227e-02 eta: 1 day, 18:57:47 time: 0.3205 data_time: 0.0159 memory: 9201 grad_norm: 2.7859 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7040 loss: 2.7040 2022/08/15 02:27:52 - mmengine - INFO - Epoch(train) [127][3200/3757] lr: 5.1227e-02 eta: 1 day, 18:57:16 time: 0.3211 data_time: 0.0172 memory: 9201 grad_norm: 2.9202 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.7464 loss: 2.7464 2022/08/15 02:28:24 - mmengine - INFO - Epoch(train) [127][3300/3757] lr: 5.1227e-02 eta: 1 day, 18:56:44 time: 0.3207 data_time: 0.0175 memory: 9201 grad_norm: 2.8419 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7844 loss: 2.7844 2022/08/15 02:28:57 - mmengine - INFO - Epoch(train) [127][3400/3757] lr: 5.1227e-02 eta: 1 day, 18:56:13 time: 0.3210 data_time: 0.0181 memory: 9201 grad_norm: 2.8546 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.8204 loss: 2.8204 2022/08/15 02:29:29 - mmengine - INFO - Epoch(train) [127][3500/3757] lr: 5.1227e-02 eta: 1 day, 18:55:41 time: 0.3226 data_time: 0.0179 memory: 9201 grad_norm: 2.8282 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7125 loss: 2.7125 2022/08/15 02:30:02 - mmengine - INFO - Epoch(train) [127][3600/3757] lr: 5.1227e-02 eta: 1 day, 18:55:10 time: 0.3209 data_time: 0.0165 memory: 9201 grad_norm: 2.8035 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1597 loss: 3.1597 2022/08/15 02:30:08 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 02:30:34 - mmengine - INFO - Epoch(train) [127][3700/3757] lr: 5.1227e-02 eta: 1 day, 18:54:38 time: 0.3214 data_time: 0.0178 memory: 9201 grad_norm: 2.8762 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.5211 loss: 2.5211 2022/08/15 02:30:53 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 02:30:53 - mmengine - INFO - Epoch(train) [127][3757/3757] lr: 5.1227e-02 eta: 1 day, 18:54:26 time: 0.3050 data_time: 0.0161 memory: 9201 grad_norm: 2.8012 top1_acc: 0.0000 top5_acc: 0.7143 loss_cls: 2.6969 loss: 2.6969 2022/08/15 02:31:28 - mmengine - INFO - Epoch(train) [128][100/3757] lr: 5.0614e-02 eta: 1 day, 18:53:46 time: 0.3219 data_time: 0.0180 memory: 9201 grad_norm: 2.8919 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7991 loss: 2.7991 2022/08/15 02:32:00 - mmengine - INFO - Epoch(train) [128][200/3757] lr: 5.0614e-02 eta: 1 day, 18:53:15 time: 0.3209 data_time: 0.0180 memory: 9201 grad_norm: 2.8685 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9209 loss: 2.9209 2022/08/15 02:32:33 - mmengine - INFO - Epoch(train) [128][300/3757] lr: 5.0614e-02 eta: 1 day, 18:52:44 time: 0.3220 data_time: 0.0174 memory: 9201 grad_norm: 2.8919 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7353 loss: 2.7353 2022/08/15 02:33:05 - mmengine - INFO - Epoch(train) [128][400/3757] lr: 5.0614e-02 eta: 1 day, 18:52:12 time: 0.3217 data_time: 0.0175 memory: 9201 grad_norm: 2.9316 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7343 loss: 2.7343 2022/08/15 02:33:38 - mmengine - INFO - Epoch(train) [128][500/3757] lr: 5.0614e-02 eta: 1 day, 18:51:41 time: 0.3226 data_time: 0.0181 memory: 9201 grad_norm: 2.8405 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.5826 loss: 2.5826 2022/08/15 02:34:10 - mmengine - INFO - Epoch(train) [128][600/3757] lr: 5.0614e-02 eta: 1 day, 18:51:09 time: 0.3203 data_time: 0.0173 memory: 9201 grad_norm: 2.8385 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3932 loss: 2.3932 2022/08/15 02:34:42 - mmengine - INFO - Epoch(train) [128][700/3757] lr: 5.0614e-02 eta: 1 day, 18:50:38 time: 0.3209 data_time: 0.0185 memory: 9201 grad_norm: 2.8023 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8785 loss: 2.8785 2022/08/15 02:35:15 - mmengine - INFO - Epoch(train) [128][800/3757] lr: 5.0614e-02 eta: 1 day, 18:50:06 time: 0.3307 data_time: 0.0185 memory: 9201 grad_norm: 2.8085 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6445 loss: 2.6445 2022/08/15 02:35:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 02:35:47 - mmengine - INFO - Epoch(train) [128][900/3757] lr: 5.0614e-02 eta: 1 day, 18:49:35 time: 0.3223 data_time: 0.0176 memory: 9201 grad_norm: 2.9376 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0817 loss: 3.0817 2022/08/15 02:36:20 - mmengine - INFO - Epoch(train) [128][1000/3757] lr: 5.0614e-02 eta: 1 day, 18:49:04 time: 0.3213 data_time: 0.0171 memory: 9201 grad_norm: 2.8495 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.3826 loss: 2.3826 2022/08/15 02:36:52 - mmengine - INFO - Epoch(train) [128][1100/3757] lr: 5.0614e-02 eta: 1 day, 18:48:32 time: 0.3190 data_time: 0.0168 memory: 9201 grad_norm: 2.8286 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5688 loss: 2.5688 2022/08/15 02:37:24 - mmengine - INFO - Epoch(train) [128][1200/3757] lr: 5.0614e-02 eta: 1 day, 18:48:00 time: 0.3221 data_time: 0.0175 memory: 9201 grad_norm: 2.8049 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5900 loss: 2.5900 2022/08/15 02:37:57 - mmengine - INFO - Epoch(train) [128][1300/3757] lr: 5.0614e-02 eta: 1 day, 18:47:29 time: 0.3229 data_time: 0.0179 memory: 9201 grad_norm: 2.8787 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5197 loss: 2.5197 2022/08/15 02:38:29 - mmengine - INFO - Epoch(train) [128][1400/3757] lr: 5.0614e-02 eta: 1 day, 18:46:57 time: 0.3217 data_time: 0.0174 memory: 9201 grad_norm: 2.8056 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6164 loss: 2.6164 2022/08/15 02:39:01 - mmengine - INFO - Epoch(train) [128][1500/3757] lr: 5.0614e-02 eta: 1 day, 18:46:26 time: 0.3213 data_time: 0.0174 memory: 9201 grad_norm: 2.8426 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5763 loss: 2.5763 2022/08/15 02:39:34 - mmengine - INFO - Epoch(train) [128][1600/3757] lr: 5.0614e-02 eta: 1 day, 18:45:54 time: 0.3230 data_time: 0.0177 memory: 9201 grad_norm: 2.7576 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8660 loss: 2.8660 2022/08/15 02:40:06 - mmengine - INFO - Epoch(train) [128][1700/3757] lr: 5.0614e-02 eta: 1 day, 18:45:23 time: 0.3244 data_time: 0.0197 memory: 9201 grad_norm: 2.8304 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6078 loss: 2.6078 2022/08/15 02:40:39 - mmengine - INFO - Epoch(train) [128][1800/3757] lr: 5.0614e-02 eta: 1 day, 18:44:51 time: 0.3235 data_time: 0.0179 memory: 9201 grad_norm: 2.9632 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7668 loss: 2.7668 2022/08/15 02:40:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 02:41:11 - mmengine - INFO - Epoch(train) [128][1900/3757] lr: 5.0614e-02 eta: 1 day, 18:44:20 time: 0.3220 data_time: 0.0172 memory: 9201 grad_norm: 2.8954 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7050 loss: 2.7050 2022/08/15 02:41:44 - mmengine - INFO - Epoch(train) [128][2000/3757] lr: 5.0614e-02 eta: 1 day, 18:43:49 time: 0.3215 data_time: 0.0173 memory: 9201 grad_norm: 2.7996 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7400 loss: 2.7400 2022/08/15 02:42:16 - mmengine - INFO - Epoch(train) [128][2100/3757] lr: 5.0614e-02 eta: 1 day, 18:43:17 time: 0.3232 data_time: 0.0178 memory: 9201 grad_norm: 2.8758 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5589 loss: 2.5589 2022/08/15 02:42:49 - mmengine - INFO - Epoch(train) [128][2200/3757] lr: 5.0614e-02 eta: 1 day, 18:42:46 time: 0.3231 data_time: 0.0177 memory: 9201 grad_norm: 2.8039 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6014 loss: 2.6014 2022/08/15 02:43:21 - mmengine - INFO - Epoch(train) [128][2300/3757] lr: 5.0614e-02 eta: 1 day, 18:42:14 time: 0.3220 data_time: 0.0182 memory: 9201 grad_norm: 2.8967 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7470 loss: 2.7470 2022/08/15 02:43:53 - mmengine - INFO - Epoch(train) [128][2400/3757] lr: 5.0614e-02 eta: 1 day, 18:41:43 time: 0.3200 data_time: 0.0188 memory: 9201 grad_norm: 2.8426 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9612 loss: 2.9612 2022/08/15 02:44:26 - mmengine - INFO - Epoch(train) [128][2500/3757] lr: 5.0614e-02 eta: 1 day, 18:41:11 time: 0.3217 data_time: 0.0166 memory: 9201 grad_norm: 2.7813 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6960 loss: 2.6960 2022/08/15 02:44:58 - mmengine - INFO - Epoch(train) [128][2600/3757] lr: 5.0614e-02 eta: 1 day, 18:40:40 time: 0.3239 data_time: 0.0174 memory: 9201 grad_norm: 2.8906 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7927 loss: 2.7927 2022/08/15 02:45:31 - mmengine - INFO - Epoch(train) [128][2700/3757] lr: 5.0614e-02 eta: 1 day, 18:40:08 time: 0.3211 data_time: 0.0171 memory: 9201 grad_norm: 2.8476 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8067 loss: 2.8067 2022/08/15 02:46:03 - mmengine - INFO - Epoch(train) [128][2800/3757] lr: 5.0614e-02 eta: 1 day, 18:39:37 time: 0.3206 data_time: 0.0170 memory: 9201 grad_norm: 2.8047 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.5864 loss: 2.5864 2022/08/15 02:46:23 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 02:46:36 - mmengine - INFO - Epoch(train) [128][2900/3757] lr: 5.0614e-02 eta: 1 day, 18:39:06 time: 0.3237 data_time: 0.0183 memory: 9201 grad_norm: 2.8645 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8516 loss: 2.8516 2022/08/15 02:47:08 - mmengine - INFO - Epoch(train) [128][3000/3757] lr: 5.0614e-02 eta: 1 day, 18:38:34 time: 0.3231 data_time: 0.0180 memory: 9201 grad_norm: 2.8774 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8404 loss: 2.8404 2022/08/15 02:47:41 - mmengine - INFO - Epoch(train) [128][3100/3757] lr: 5.0614e-02 eta: 1 day, 18:38:03 time: 0.3234 data_time: 0.0183 memory: 9201 grad_norm: 2.7971 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6765 loss: 2.6765 2022/08/15 02:48:13 - mmengine - INFO - Epoch(train) [128][3200/3757] lr: 5.0614e-02 eta: 1 day, 18:37:31 time: 0.3203 data_time: 0.0176 memory: 9201 grad_norm: 2.9480 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6681 loss: 2.6681 2022/08/15 02:48:46 - mmengine - INFO - Epoch(train) [128][3300/3757] lr: 5.0614e-02 eta: 1 day, 18:37:00 time: 0.3235 data_time: 0.0176 memory: 9201 grad_norm: 2.8875 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1271 loss: 3.1271 2022/08/15 02:49:18 - mmengine - INFO - Epoch(train) [128][3400/3757] lr: 5.0614e-02 eta: 1 day, 18:36:29 time: 0.3260 data_time: 0.0195 memory: 9201 grad_norm: 2.8442 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7423 loss: 2.7423 2022/08/15 02:49:51 - mmengine - INFO - Epoch(train) [128][3500/3757] lr: 5.0614e-02 eta: 1 day, 18:35:57 time: 0.3226 data_time: 0.0171 memory: 9201 grad_norm: 2.8034 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6094 loss: 2.6094 2022/08/15 02:50:23 - mmengine - INFO - Epoch(train) [128][3600/3757] lr: 5.0614e-02 eta: 1 day, 18:35:26 time: 0.3218 data_time: 0.0176 memory: 9201 grad_norm: 2.9234 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0859 loss: 3.0859 2022/08/15 02:50:55 - mmengine - INFO - Epoch(train) [128][3700/3757] lr: 5.0614e-02 eta: 1 day, 18:34:54 time: 0.3217 data_time: 0.0166 memory: 9201 grad_norm: 2.9101 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7783 loss: 2.7783 2022/08/15 02:51:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 02:51:14 - mmengine - INFO - Epoch(train) [128][3757/3757] lr: 5.0614e-02 eta: 1 day, 18:34:42 time: 0.3056 data_time: 0.0155 memory: 9201 grad_norm: 2.8387 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 2.9323 loss: 2.9323 2022/08/15 02:51:14 - mmengine - INFO - Saving checkpoint at 128 epochs 2022/08/15 02:51:51 - mmengine - INFO - Epoch(train) [129][100/3757] lr: 5.0000e-02 eta: 1 day, 18:34:01 time: 0.3211 data_time: 0.0173 memory: 9201 grad_norm: 2.9016 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.6545 loss: 2.6545 2022/08/15 02:51:53 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 02:52:24 - mmengine - INFO - Epoch(train) [129][200/3757] lr: 5.0000e-02 eta: 1 day, 18:33:29 time: 0.3219 data_time: 0.0175 memory: 9201 grad_norm: 2.9333 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.8173 loss: 2.8173 2022/08/15 02:52:56 - mmengine - INFO - Epoch(train) [129][300/3757] lr: 5.0000e-02 eta: 1 day, 18:32:58 time: 0.3247 data_time: 0.0182 memory: 9201 grad_norm: 2.8163 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6134 loss: 2.6134 2022/08/15 02:53:29 - mmengine - INFO - Epoch(train) [129][400/3757] lr: 5.0000e-02 eta: 1 day, 18:32:26 time: 0.3222 data_time: 0.0171 memory: 9201 grad_norm: 2.8319 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.5514 loss: 2.5514 2022/08/15 02:54:01 - mmengine - INFO - Epoch(train) [129][500/3757] lr: 5.0000e-02 eta: 1 day, 18:31:55 time: 0.3237 data_time: 0.0181 memory: 9201 grad_norm: 2.8514 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4514 loss: 2.4514 2022/08/15 02:54:34 - mmengine - INFO - Epoch(train) [129][600/3757] lr: 5.0000e-02 eta: 1 day, 18:31:23 time: 0.3226 data_time: 0.0176 memory: 9201 grad_norm: 2.8892 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7226 loss: 2.7226 2022/08/15 02:55:06 - mmengine - INFO - Epoch(train) [129][700/3757] lr: 5.0000e-02 eta: 1 day, 18:30:52 time: 0.3242 data_time: 0.0183 memory: 9201 grad_norm: 2.9871 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7927 loss: 2.7927 2022/08/15 02:55:39 - mmengine - INFO - Epoch(train) [129][800/3757] lr: 5.0000e-02 eta: 1 day, 18:30:21 time: 0.3226 data_time: 0.0186 memory: 9201 grad_norm: 2.8390 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7192 loss: 2.7192 2022/08/15 02:56:11 - mmengine - INFO - Epoch(train) [129][900/3757] lr: 5.0000e-02 eta: 1 day, 18:29:49 time: 0.3242 data_time: 0.0181 memory: 9201 grad_norm: 2.8512 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6174 loss: 2.6174 2022/08/15 02:56:44 - mmengine - INFO - Epoch(train) [129][1000/3757] lr: 5.0000e-02 eta: 1 day, 18:29:18 time: 0.3218 data_time: 0.0180 memory: 9201 grad_norm: 2.8788 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6179 loss: 2.6179 2022/08/15 02:57:16 - mmengine - INFO - Epoch(train) [129][1100/3757] lr: 5.0000e-02 eta: 1 day, 18:28:46 time: 0.3219 data_time: 0.0181 memory: 9201 grad_norm: 2.9568 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6795 loss: 2.6795 2022/08/15 02:57:17 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 02:57:49 - mmengine - INFO - Epoch(train) [129][1200/3757] lr: 5.0000e-02 eta: 1 day, 18:28:15 time: 0.3263 data_time: 0.0180 memory: 9201 grad_norm: 2.8907 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9891 loss: 2.9891 2022/08/15 02:58:21 - mmengine - INFO - Epoch(train) [129][1300/3757] lr: 5.0000e-02 eta: 1 day, 18:27:43 time: 0.3254 data_time: 0.0183 memory: 9201 grad_norm: 2.8557 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8416 loss: 2.8416 2022/08/15 02:58:53 - mmengine - INFO - Epoch(train) [129][1400/3757] lr: 5.0000e-02 eta: 1 day, 18:27:12 time: 0.3214 data_time: 0.0170 memory: 9201 grad_norm: 2.9185 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4878 loss: 2.4878 2022/08/15 02:59:26 - mmengine - INFO - Epoch(train) [129][1500/3757] lr: 5.0000e-02 eta: 1 day, 18:26:40 time: 0.3218 data_time: 0.0181 memory: 9201 grad_norm: 2.9448 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7056 loss: 2.7056 2022/08/15 02:59:58 - mmengine - INFO - Epoch(train) [129][1600/3757] lr: 5.0000e-02 eta: 1 day, 18:26:09 time: 0.3257 data_time: 0.0182 memory: 9201 grad_norm: 2.8511 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4866 loss: 2.4866 2022/08/15 03:00:31 - mmengine - INFO - Epoch(train) [129][1700/3757] lr: 5.0000e-02 eta: 1 day, 18:25:38 time: 0.3216 data_time: 0.0175 memory: 9201 grad_norm: 2.9132 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7311 loss: 2.7311 2022/08/15 03:01:03 - mmengine - INFO - Epoch(train) [129][1800/3757] lr: 5.0000e-02 eta: 1 day, 18:25:06 time: 0.3221 data_time: 0.0174 memory: 9201 grad_norm: 2.8766 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7478 loss: 2.7478 2022/08/15 03:01:36 - mmengine - INFO - Epoch(train) [129][1900/3757] lr: 5.0000e-02 eta: 1 day, 18:24:35 time: 0.3238 data_time: 0.0177 memory: 9201 grad_norm: 2.7782 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8354 loss: 2.8354 2022/08/15 03:02:08 - mmengine - INFO - Epoch(train) [129][2000/3757] lr: 5.0000e-02 eta: 1 day, 18:24:03 time: 0.3251 data_time: 0.0177 memory: 9201 grad_norm: 2.8190 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8495 loss: 2.8495 2022/08/15 03:02:41 - mmengine - INFO - Epoch(train) [129][2100/3757] lr: 5.0000e-02 eta: 1 day, 18:23:32 time: 0.3224 data_time: 0.0173 memory: 9201 grad_norm: 2.8895 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6035 loss: 2.6035 2022/08/15 03:02:42 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 03:03:13 - mmengine - INFO - Epoch(train) [129][2200/3757] lr: 5.0000e-02 eta: 1 day, 18:23:00 time: 0.3201 data_time: 0.0162 memory: 9201 grad_norm: 2.9339 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9604 loss: 2.9604 2022/08/15 03:03:45 - mmengine - INFO - Epoch(train) [129][2300/3757] lr: 5.0000e-02 eta: 1 day, 18:22:29 time: 0.3210 data_time: 0.0182 memory: 9201 grad_norm: 2.8778 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7117 loss: 2.7117 2022/08/15 03:04:18 - mmengine - INFO - Epoch(train) [129][2400/3757] lr: 5.0000e-02 eta: 1 day, 18:21:57 time: 0.3216 data_time: 0.0168 memory: 9201 grad_norm: 2.8746 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5938 loss: 2.5938 2022/08/15 03:04:50 - mmengine - INFO - Epoch(train) [129][2500/3757] lr: 5.0000e-02 eta: 1 day, 18:21:26 time: 0.3236 data_time: 0.0174 memory: 9201 grad_norm: 2.8714 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.5584 loss: 2.5584 2022/08/15 03:05:23 - mmengine - INFO - Epoch(train) [129][2600/3757] lr: 5.0000e-02 eta: 1 day, 18:20:54 time: 0.3208 data_time: 0.0168 memory: 9201 grad_norm: 2.8012 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6546 loss: 2.6546 2022/08/15 03:05:55 - mmengine - INFO - Epoch(train) [129][2700/3757] lr: 5.0000e-02 eta: 1 day, 18:20:23 time: 0.3219 data_time: 0.0181 memory: 9201 grad_norm: 2.8246 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7886 loss: 2.7886 2022/08/15 03:06:28 - mmengine - INFO - Epoch(train) [129][2800/3757] lr: 5.0000e-02 eta: 1 day, 18:19:52 time: 0.3227 data_time: 0.0183 memory: 9201 grad_norm: 2.8775 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.6403 loss: 2.6403 2022/08/15 03:07:00 - mmengine - INFO - Epoch(train) [129][2900/3757] lr: 5.0000e-02 eta: 1 day, 18:19:20 time: 0.3222 data_time: 0.0175 memory: 9201 grad_norm: 2.8098 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7210 loss: 2.7210 2022/08/15 03:07:32 - mmengine - INFO - Epoch(train) [129][3000/3757] lr: 5.0000e-02 eta: 1 day, 18:18:49 time: 0.3200 data_time: 0.0167 memory: 9201 grad_norm: 2.8839 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6755 loss: 2.6755 2022/08/15 03:08:05 - mmengine - INFO - Epoch(train) [129][3100/3757] lr: 5.0000e-02 eta: 1 day, 18:18:17 time: 0.3213 data_time: 0.0164 memory: 9201 grad_norm: 2.8775 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8486 loss: 2.8486 2022/08/15 03:08:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 03:08:37 - mmengine - INFO - Epoch(train) [129][3200/3757] lr: 5.0000e-02 eta: 1 day, 18:17:46 time: 0.3232 data_time: 0.0183 memory: 9201 grad_norm: 2.7766 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6915 loss: 2.6915 2022/08/15 03:09:10 - mmengine - INFO - Epoch(train) [129][3300/3757] lr: 5.0000e-02 eta: 1 day, 18:17:15 time: 0.3218 data_time: 0.0175 memory: 9201 grad_norm: 2.8375 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.7495 loss: 2.7495 2022/08/15 03:09:43 - mmengine - INFO - Epoch(train) [129][3400/3757] lr: 5.0000e-02 eta: 1 day, 18:16:43 time: 0.3226 data_time: 0.0181 memory: 9201 grad_norm: 2.8174 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.8362 loss: 2.8362 2022/08/15 03:10:15 - mmengine - INFO - Epoch(train) [129][3500/3757] lr: 5.0000e-02 eta: 1 day, 18:16:12 time: 0.3194 data_time: 0.0176 memory: 9201 grad_norm: 2.8656 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9709 loss: 2.9709 2022/08/15 03:10:48 - mmengine - INFO - Epoch(train) [129][3600/3757] lr: 5.0000e-02 eta: 1 day, 18:15:40 time: 0.3241 data_time: 0.0193 memory: 9201 grad_norm: 2.8891 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8239 loss: 2.8239 2022/08/15 03:11:20 - mmengine - INFO - Epoch(train) [129][3700/3757] lr: 5.0000e-02 eta: 1 day, 18:15:09 time: 0.3216 data_time: 0.0179 memory: 9201 grad_norm: 2.8006 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3434 loss: 2.3434 2022/08/15 03:11:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 03:11:38 - mmengine - INFO - Epoch(train) [129][3757/3757] lr: 5.0000e-02 eta: 1 day, 18:14:56 time: 0.3036 data_time: 0.0160 memory: 9201 grad_norm: 2.8397 top1_acc: 0.4286 top5_acc: 0.5714 loss_cls: 2.7669 loss: 2.7669 2022/08/15 03:12:13 - mmengine - INFO - Epoch(train) [130][100/3757] lr: 4.9386e-02 eta: 1 day, 18:14:16 time: 0.3220 data_time: 0.0191 memory: 9201 grad_norm: 2.8063 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7423 loss: 2.7423 2022/08/15 03:12:45 - mmengine - INFO - Epoch(train) [130][200/3757] lr: 4.9386e-02 eta: 1 day, 18:13:45 time: 0.3226 data_time: 0.0182 memory: 9201 grad_norm: 2.8402 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7822 loss: 2.7822 2022/08/15 03:13:18 - mmengine - INFO - Epoch(train) [130][300/3757] lr: 4.9386e-02 eta: 1 day, 18:13:13 time: 0.3218 data_time: 0.0170 memory: 9201 grad_norm: 2.8897 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5959 loss: 2.5959 2022/08/15 03:13:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 03:13:50 - mmengine - INFO - Epoch(train) [130][400/3757] lr: 4.9386e-02 eta: 1 day, 18:12:42 time: 0.3213 data_time: 0.0187 memory: 9201 grad_norm: 2.8119 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4074 loss: 2.4074 2022/08/15 03:14:23 - mmengine - INFO - Epoch(train) [130][500/3757] lr: 4.9386e-02 eta: 1 day, 18:12:10 time: 0.3278 data_time: 0.0180 memory: 9201 grad_norm: 2.8582 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5716 loss: 2.5716 2022/08/15 03:14:55 - mmengine - INFO - Epoch(train) [130][600/3757] lr: 4.9386e-02 eta: 1 day, 18:11:39 time: 0.3227 data_time: 0.0174 memory: 9201 grad_norm: 2.8514 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7697 loss: 2.7697 2022/08/15 03:15:27 - mmengine - INFO - Epoch(train) [130][700/3757] lr: 4.9386e-02 eta: 1 day, 18:11:07 time: 0.3217 data_time: 0.0173 memory: 9201 grad_norm: 2.8732 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8709 loss: 2.8709 2022/08/15 03:16:00 - mmengine - INFO - Epoch(train) [130][800/3757] lr: 4.9386e-02 eta: 1 day, 18:10:36 time: 0.3231 data_time: 0.0182 memory: 9201 grad_norm: 2.9190 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6944 loss: 2.6944 2022/08/15 03:16:32 - mmengine - INFO - Epoch(train) [130][900/3757] lr: 4.9386e-02 eta: 1 day, 18:10:04 time: 0.3214 data_time: 0.0175 memory: 9201 grad_norm: 2.8111 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7606 loss: 2.7606 2022/08/15 03:17:05 - mmengine - INFO - Epoch(train) [130][1000/3757] lr: 4.9386e-02 eta: 1 day, 18:09:33 time: 0.3209 data_time: 0.0172 memory: 9201 grad_norm: 2.8603 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6696 loss: 2.6696 2022/08/15 03:17:37 - mmengine - INFO - Epoch(train) [130][1100/3757] lr: 4.9386e-02 eta: 1 day, 18:09:01 time: 0.3215 data_time: 0.0187 memory: 9201 grad_norm: 2.7571 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4916 loss: 2.4916 2022/08/15 03:18:10 - mmengine - INFO - Epoch(train) [130][1200/3757] lr: 4.9386e-02 eta: 1 day, 18:08:30 time: 0.3228 data_time: 0.0167 memory: 9201 grad_norm: 2.9161 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5893 loss: 2.5893 2022/08/15 03:18:42 - mmengine - INFO - Epoch(train) [130][1300/3757] lr: 4.9386e-02 eta: 1 day, 18:07:59 time: 0.3238 data_time: 0.0174 memory: 9201 grad_norm: 2.9982 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5793 loss: 2.5793 2022/08/15 03:18:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 03:19:15 - mmengine - INFO - Epoch(train) [130][1400/3757] lr: 4.9386e-02 eta: 1 day, 18:07:27 time: 0.3214 data_time: 0.0171 memory: 9201 grad_norm: 2.8472 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6639 loss: 2.6639 2022/08/15 03:19:47 - mmengine - INFO - Epoch(train) [130][1500/3757] lr: 4.9386e-02 eta: 1 day, 18:06:56 time: 0.3213 data_time: 0.0169 memory: 9201 grad_norm: 2.8225 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8562 loss: 2.8562 2022/08/15 03:20:19 - mmengine - INFO - Epoch(train) [130][1600/3757] lr: 4.9386e-02 eta: 1 day, 18:06:24 time: 0.3226 data_time: 0.0182 memory: 9201 grad_norm: 2.8625 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5078 loss: 2.5078 2022/08/15 03:20:52 - mmengine - INFO - Epoch(train) [130][1700/3757] lr: 4.9386e-02 eta: 1 day, 18:05:53 time: 0.3226 data_time: 0.0181 memory: 9201 grad_norm: 2.8407 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.6679 loss: 2.6679 2022/08/15 03:21:24 - mmengine - INFO - Epoch(train) [130][1800/3757] lr: 4.9386e-02 eta: 1 day, 18:05:21 time: 0.3222 data_time: 0.0176 memory: 9201 grad_norm: 2.8862 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4066 loss: 2.4066 2022/08/15 03:21:57 - mmengine - INFO - Epoch(train) [130][1900/3757] lr: 4.9386e-02 eta: 1 day, 18:04:50 time: 0.3223 data_time: 0.0179 memory: 9201 grad_norm: 2.8750 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0223 loss: 3.0223 2022/08/15 03:22:29 - mmengine - INFO - Epoch(train) [130][2000/3757] lr: 4.9386e-02 eta: 1 day, 18:04:19 time: 0.3264 data_time: 0.0180 memory: 9201 grad_norm: 2.8912 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9091 loss: 2.9091 2022/08/15 03:23:02 - mmengine - INFO - Epoch(train) [130][2100/3757] lr: 4.9386e-02 eta: 1 day, 18:03:47 time: 0.3249 data_time: 0.0183 memory: 9201 grad_norm: 2.8412 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5399 loss: 2.5399 2022/08/15 03:23:34 - mmengine - INFO - Epoch(train) [130][2200/3757] lr: 4.9386e-02 eta: 1 day, 18:03:16 time: 0.3232 data_time: 0.0164 memory: 9201 grad_norm: 2.9336 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1809 loss: 3.1809 2022/08/15 03:24:07 - mmengine - INFO - Epoch(train) [130][2300/3757] lr: 4.9386e-02 eta: 1 day, 18:02:44 time: 0.3212 data_time: 0.0172 memory: 9201 grad_norm: 2.8587 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5466 loss: 2.5466 2022/08/15 03:24:22 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 03:24:39 - mmengine - INFO - Epoch(train) [130][2400/3757] lr: 4.9386e-02 eta: 1 day, 18:02:13 time: 0.3230 data_time: 0.0171 memory: 9201 grad_norm: 2.8782 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9098 loss: 2.9098 2022/08/15 03:25:12 - mmengine - INFO - Epoch(train) [130][2500/3757] lr: 4.9386e-02 eta: 1 day, 18:01:41 time: 0.3216 data_time: 0.0179 memory: 9201 grad_norm: 2.9426 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9003 loss: 2.9003 2022/08/15 03:25:44 - mmengine - INFO - Epoch(train) [130][2600/3757] lr: 4.9386e-02 eta: 1 day, 18:01:10 time: 0.3237 data_time: 0.0176 memory: 9201 grad_norm: 2.9075 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6200 loss: 2.6200 2022/08/15 03:26:16 - mmengine - INFO - Epoch(train) [130][2700/3757] lr: 4.9386e-02 eta: 1 day, 18:00:38 time: 0.3214 data_time: 0.0176 memory: 9201 grad_norm: 2.8201 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5488 loss: 2.5488 2022/08/15 03:26:49 - mmengine - INFO - Epoch(train) [130][2800/3757] lr: 4.9386e-02 eta: 1 day, 18:00:07 time: 0.3219 data_time: 0.0175 memory: 9201 grad_norm: 2.8740 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.8610 loss: 2.8610 2022/08/15 03:27:21 - mmengine - INFO - Epoch(train) [130][2900/3757] lr: 4.9386e-02 eta: 1 day, 17:59:35 time: 0.3241 data_time: 0.0186 memory: 9201 grad_norm: 2.8832 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7474 loss: 2.7474 2022/08/15 03:27:54 - mmengine - INFO - Epoch(train) [130][3000/3757] lr: 4.9386e-02 eta: 1 day, 17:59:04 time: 0.3223 data_time: 0.0184 memory: 9201 grad_norm: 2.9211 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6423 loss: 2.6423 2022/08/15 03:28:26 - mmengine - INFO - Epoch(train) [130][3100/3757] lr: 4.9386e-02 eta: 1 day, 17:58:32 time: 0.3203 data_time: 0.0169 memory: 9201 grad_norm: 2.8845 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9585 loss: 2.9585 2022/08/15 03:28:59 - mmengine - INFO - Epoch(train) [130][3200/3757] lr: 4.9386e-02 eta: 1 day, 17:58:01 time: 0.3258 data_time: 0.0187 memory: 9201 grad_norm: 3.0678 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.9528 loss: 2.9528 2022/08/15 03:29:31 - mmengine - INFO - Epoch(train) [130][3300/3757] lr: 4.9386e-02 eta: 1 day, 17:57:30 time: 0.3225 data_time: 0.0185 memory: 9201 grad_norm: 2.8783 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7374 loss: 2.7374 2022/08/15 03:29:47 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 03:30:04 - mmengine - INFO - Epoch(train) [130][3400/3757] lr: 4.9386e-02 eta: 1 day, 17:56:58 time: 0.3255 data_time: 0.0182 memory: 9201 grad_norm: 2.9199 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.6895 loss: 2.6895 2022/08/15 03:30:36 - mmengine - INFO - Epoch(train) [130][3500/3757] lr: 4.9386e-02 eta: 1 day, 17:56:27 time: 0.3225 data_time: 0.0179 memory: 9201 grad_norm: 2.7996 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8959 loss: 2.8959 2022/08/15 03:31:09 - mmengine - INFO - Epoch(train) [130][3600/3757] lr: 4.9386e-02 eta: 1 day, 17:55:55 time: 0.3210 data_time: 0.0175 memory: 9201 grad_norm: 2.8917 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.7083 loss: 2.7083 2022/08/15 03:31:41 - mmengine - INFO - Epoch(train) [130][3700/3757] lr: 4.9386e-02 eta: 1 day, 17:55:24 time: 0.3212 data_time: 0.0181 memory: 9201 grad_norm: 2.8388 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5675 loss: 2.5675 2022/08/15 03:31:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 03:31:59 - mmengine - INFO - Epoch(train) [130][3757/3757] lr: 4.9386e-02 eta: 1 day, 17:55:11 time: 0.3047 data_time: 0.0154 memory: 9201 grad_norm: 2.9141 top1_acc: 0.1429 top5_acc: 0.5714 loss_cls: 2.7563 loss: 2.7563 2022/08/15 03:32:22 - mmengine - INFO - Epoch(val) [130][100/310] eta: 0:00:49 time: 0.2342 data_time: 0.1215 memory: 1522 2022/08/15 03:32:42 - mmengine - INFO - Epoch(val) [130][200/310] eta: 0:00:20 time: 0.1896 data_time: 0.0786 memory: 1522 2022/08/15 03:33:04 - mmengine - INFO - Epoch(val) [130][300/310] eta: 0:00:02 time: 0.2100 data_time: 0.0989 memory: 1522 2022/08/15 03:33:08 - mmengine - INFO - Epoch(val) [130][310/310] acc/top1: 0.4631 acc/top5: 0.7325 acc/mean1: 0.4631 2022/08/15 03:33:08 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb/best_acc/top1_epoch_116.pth is removed 2022/08/15 03:33:12 - mmengine - INFO - The best checkpoint with 0.4631 acc/top1 at 131 epoch is saved to best_acc/top1_epoch_131.pth. 2022/08/15 03:33:45 - mmengine - INFO - Epoch(train) [131][100/3757] lr: 4.8773e-02 eta: 1 day, 17:54:30 time: 0.3200 data_time: 0.0171 memory: 9201 grad_norm: 2.8591 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6927 loss: 2.6927 2022/08/15 03:34:18 - mmengine - INFO - Epoch(train) [131][200/3757] lr: 4.8773e-02 eta: 1 day, 17:53:59 time: 0.3205 data_time: 0.0164 memory: 9201 grad_norm: 2.9594 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.7794 loss: 2.7794 2022/08/15 03:34:50 - mmengine - INFO - Epoch(train) [131][300/3757] lr: 4.8773e-02 eta: 1 day, 17:53:27 time: 0.3231 data_time: 0.0179 memory: 9201 grad_norm: 2.9106 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.6961 loss: 2.6961 2022/08/15 03:35:23 - mmengine - INFO - Epoch(train) [131][400/3757] lr: 4.8773e-02 eta: 1 day, 17:52:56 time: 0.3231 data_time: 0.0175 memory: 9201 grad_norm: 2.8561 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2635 loss: 2.2635 2022/08/15 03:35:55 - mmengine - INFO - Epoch(train) [131][500/3757] lr: 4.8773e-02 eta: 1 day, 17:52:24 time: 0.3229 data_time: 0.0182 memory: 9201 grad_norm: 2.9260 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6685 loss: 2.6685 2022/08/15 03:36:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 03:36:27 - mmengine - INFO - Epoch(train) [131][600/3757] lr: 4.8773e-02 eta: 1 day, 17:51:52 time: 0.3211 data_time: 0.0177 memory: 9201 grad_norm: 2.8356 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.4640 loss: 2.4640 2022/08/15 03:37:00 - mmengine - INFO - Epoch(train) [131][700/3757] lr: 4.8773e-02 eta: 1 day, 17:51:21 time: 0.3211 data_time: 0.0175 memory: 9201 grad_norm: 2.8626 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4892 loss: 2.4892 2022/08/15 03:37:32 - mmengine - INFO - Epoch(train) [131][800/3757] lr: 4.8773e-02 eta: 1 day, 17:50:50 time: 0.3219 data_time: 0.0174 memory: 9201 grad_norm: 2.8509 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.6216 loss: 2.6216 2022/08/15 03:38:05 - mmengine - INFO - Epoch(train) [131][900/3757] lr: 4.8773e-02 eta: 1 day, 17:50:18 time: 0.3240 data_time: 0.0182 memory: 9201 grad_norm: 2.7975 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8414 loss: 2.8414 2022/08/15 03:38:37 - mmengine - INFO - Epoch(train) [131][1000/3757] lr: 4.8773e-02 eta: 1 day, 17:49:47 time: 0.3209 data_time: 0.0172 memory: 9201 grad_norm: 2.8782 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7686 loss: 2.7686 2022/08/15 03:39:10 - mmengine - INFO - Epoch(train) [131][1100/3757] lr: 4.8773e-02 eta: 1 day, 17:49:15 time: 0.3232 data_time: 0.0181 memory: 9201 grad_norm: 2.8447 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7843 loss: 2.7843 2022/08/15 03:39:42 - mmengine - INFO - Epoch(train) [131][1200/3757] lr: 4.8773e-02 eta: 1 day, 17:48:44 time: 0.3220 data_time: 0.0177 memory: 9201 grad_norm: 2.8528 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5879 loss: 2.5879 2022/08/15 03:40:14 - mmengine - INFO - Epoch(train) [131][1300/3757] lr: 4.8773e-02 eta: 1 day, 17:48:12 time: 0.3236 data_time: 0.0183 memory: 9201 grad_norm: 2.8930 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.0118 loss: 3.0118 2022/08/15 03:40:47 - mmengine - INFO - Epoch(train) [131][1400/3757] lr: 4.8773e-02 eta: 1 day, 17:47:41 time: 0.3217 data_time: 0.0178 memory: 9201 grad_norm: 2.8702 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5588 loss: 2.5588 2022/08/15 03:41:19 - mmengine - INFO - Epoch(train) [131][1500/3757] lr: 4.8773e-02 eta: 1 day, 17:47:09 time: 0.3231 data_time: 0.0170 memory: 9201 grad_norm: 2.8854 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.7750 loss: 2.7750 2022/08/15 03:41:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 03:41:52 - mmengine - INFO - Epoch(train) [131][1600/3757] lr: 4.8773e-02 eta: 1 day, 17:46:38 time: 0.3238 data_time: 0.0179 memory: 9201 grad_norm: 2.9392 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6459 loss: 2.6459 2022/08/15 03:42:24 - mmengine - INFO - Epoch(train) [131][1700/3757] lr: 4.8773e-02 eta: 1 day, 17:46:07 time: 0.3222 data_time: 0.0185 memory: 9201 grad_norm: 3.0141 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.8981 loss: 2.8981 2022/08/15 03:42:57 - mmengine - INFO - Epoch(train) [131][1800/3757] lr: 4.8773e-02 eta: 1 day, 17:45:35 time: 0.3211 data_time: 0.0173 memory: 9201 grad_norm: 2.9879 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6810 loss: 2.6810 2022/08/15 03:43:29 - mmengine - INFO - Epoch(train) [131][1900/3757] lr: 4.8773e-02 eta: 1 day, 17:45:04 time: 0.3208 data_time: 0.0184 memory: 9201 grad_norm: 2.8990 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7512 loss: 2.7512 2022/08/15 03:44:02 - mmengine - INFO - Epoch(train) [131][2000/3757] lr: 4.8773e-02 eta: 1 day, 17:44:32 time: 0.3239 data_time: 0.0180 memory: 9201 grad_norm: 2.8325 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.8434 loss: 2.8434 2022/08/15 03:44:34 - mmengine - INFO - Epoch(train) [131][2100/3757] lr: 4.8773e-02 eta: 1 day, 17:44:01 time: 0.3224 data_time: 0.0187 memory: 9201 grad_norm: 2.8965 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2373 loss: 2.2373 2022/08/15 03:45:07 - mmengine - INFO - Epoch(train) [131][2200/3757] lr: 4.8773e-02 eta: 1 day, 17:43:29 time: 0.3221 data_time: 0.0173 memory: 9201 grad_norm: 2.9916 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9076 loss: 2.9076 2022/08/15 03:45:39 - mmengine - INFO - Epoch(train) [131][2300/3757] lr: 4.8773e-02 eta: 1 day, 17:42:58 time: 0.3230 data_time: 0.0177 memory: 9201 grad_norm: 2.8802 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7678 loss: 2.7678 2022/08/15 03:46:12 - mmengine - INFO - Epoch(train) [131][2400/3757] lr: 4.8773e-02 eta: 1 day, 17:42:26 time: 0.3213 data_time: 0.0176 memory: 9201 grad_norm: 2.8190 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7310 loss: 2.7310 2022/08/15 03:46:44 - mmengine - INFO - Epoch(train) [131][2500/3757] lr: 4.8773e-02 eta: 1 day, 17:41:55 time: 0.3215 data_time: 0.0177 memory: 9201 grad_norm: 2.8730 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6642 loss: 2.6642 2022/08/15 03:47:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 03:47:17 - mmengine - INFO - Epoch(train) [131][2600/3757] lr: 4.8773e-02 eta: 1 day, 17:41:23 time: 0.3220 data_time: 0.0171 memory: 9201 grad_norm: 2.8888 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5296 loss: 2.5296 2022/08/15 03:47:49 - mmengine - INFO - Epoch(train) [131][2700/3757] lr: 4.8773e-02 eta: 1 day, 17:40:52 time: 0.3218 data_time: 0.0173 memory: 9201 grad_norm: 2.9572 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.5694 loss: 2.5694 2022/08/15 03:48:21 - mmengine - INFO - Epoch(train) [131][2800/3757] lr: 4.8773e-02 eta: 1 day, 17:40:20 time: 0.3210 data_time: 0.0175 memory: 9201 grad_norm: 2.9350 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6521 loss: 2.6521 2022/08/15 03:48:54 - mmengine - INFO - Epoch(train) [131][2900/3757] lr: 4.8773e-02 eta: 1 day, 17:39:49 time: 0.3244 data_time: 0.0179 memory: 9201 grad_norm: 2.9136 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7073 loss: 2.7073 2022/08/15 03:49:26 - mmengine - INFO - Epoch(train) [131][3000/3757] lr: 4.8773e-02 eta: 1 day, 17:39:17 time: 0.3225 data_time: 0.0174 memory: 9201 grad_norm: 2.8182 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7255 loss: 2.7255 2022/08/15 03:49:59 - mmengine - INFO - Epoch(train) [131][3100/3757] lr: 4.8773e-02 eta: 1 day, 17:38:46 time: 0.3222 data_time: 0.0163 memory: 9201 grad_norm: 2.9521 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6814 loss: 2.6814 2022/08/15 03:50:31 - mmengine - INFO - Epoch(train) [131][3200/3757] lr: 4.8773e-02 eta: 1 day, 17:38:15 time: 0.3232 data_time: 0.0185 memory: 9201 grad_norm: 2.9574 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.7190 loss: 2.7190 2022/08/15 03:51:04 - mmengine - INFO - Epoch(train) [131][3300/3757] lr: 4.8773e-02 eta: 1 day, 17:37:43 time: 0.3273 data_time: 0.0176 memory: 9201 grad_norm: 2.8455 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6946 loss: 2.6946 2022/08/15 03:51:36 - mmengine - INFO - Epoch(train) [131][3400/3757] lr: 4.8773e-02 eta: 1 day, 17:37:12 time: 0.3232 data_time: 0.0184 memory: 9201 grad_norm: 2.8253 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8869 loss: 2.8869 2022/08/15 03:52:09 - mmengine - INFO - Epoch(train) [131][3500/3757] lr: 4.8773e-02 eta: 1 day, 17:36:40 time: 0.3198 data_time: 0.0172 memory: 9201 grad_norm: 2.9306 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5762 loss: 2.5762 2022/08/15 03:52:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 03:52:41 - mmengine - INFO - Epoch(train) [131][3600/3757] lr: 4.8773e-02 eta: 1 day, 17:36:08 time: 0.3230 data_time: 0.0181 memory: 9201 grad_norm: 2.9152 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 2.9657 loss: 2.9657 2022/08/15 03:53:13 - mmengine - INFO - Epoch(train) [131][3700/3757] lr: 4.8773e-02 eta: 1 day, 17:35:37 time: 0.3234 data_time: 0.0178 memory: 9201 grad_norm: 2.9035 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0021 loss: 3.0021 2022/08/15 03:53:32 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 03:53:32 - mmengine - INFO - Epoch(train) [131][3757/3757] lr: 4.8773e-02 eta: 1 day, 17:35:24 time: 0.3071 data_time: 0.0168 memory: 9201 grad_norm: 2.9113 top1_acc: 0.5714 top5_acc: 0.7143 loss_cls: 2.7105 loss: 2.7105 2022/08/15 03:54:07 - mmengine - INFO - Epoch(train) [132][100/3757] lr: 4.8160e-02 eta: 1 day, 17:34:45 time: 0.3233 data_time: 0.0177 memory: 9201 grad_norm: 2.9244 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3112 loss: 2.3112 2022/08/15 03:54:39 - mmengine - INFO - Epoch(train) [132][200/3757] lr: 4.8160e-02 eta: 1 day, 17:34:13 time: 0.3234 data_time: 0.0181 memory: 9201 grad_norm: 2.9112 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.4879 loss: 2.4879 2022/08/15 03:55:12 - mmengine - INFO - Epoch(train) [132][300/3757] lr: 4.8160e-02 eta: 1 day, 17:33:42 time: 0.3239 data_time: 0.0185 memory: 9201 grad_norm: 2.9491 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7090 loss: 2.7090 2022/08/15 03:55:44 - mmengine - INFO - Epoch(train) [132][400/3757] lr: 4.8160e-02 eta: 1 day, 17:33:10 time: 0.3225 data_time: 0.0177 memory: 9201 grad_norm: 2.9364 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.6730 loss: 2.6730 2022/08/15 03:56:17 - mmengine - INFO - Epoch(train) [132][500/3757] lr: 4.8160e-02 eta: 1 day, 17:32:39 time: 0.3257 data_time: 0.0186 memory: 9201 grad_norm: 2.8622 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5732 loss: 2.5732 2022/08/15 03:56:49 - mmengine - INFO - Epoch(train) [132][600/3757] lr: 4.8160e-02 eta: 1 day, 17:32:07 time: 0.3216 data_time: 0.0171 memory: 9201 grad_norm: 2.9256 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9668 loss: 2.9668 2022/08/15 03:57:21 - mmengine - INFO - Epoch(train) [132][700/3757] lr: 4.8160e-02 eta: 1 day, 17:31:36 time: 0.3213 data_time: 0.0176 memory: 9201 grad_norm: 2.9169 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5441 loss: 2.5441 2022/08/15 03:57:54 - mmengine - INFO - Epoch(train) [132][800/3757] lr: 4.8160e-02 eta: 1 day, 17:31:04 time: 0.3234 data_time: 0.0186 memory: 9201 grad_norm: 2.9366 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.4043 loss: 2.4043 2022/08/15 03:58:05 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 03:58:26 - mmengine - INFO - Epoch(train) [132][900/3757] lr: 4.8160e-02 eta: 1 day, 17:30:33 time: 0.3215 data_time: 0.0172 memory: 9201 grad_norm: 2.9619 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.6324 loss: 2.6324 2022/08/15 03:58:59 - mmengine - INFO - Epoch(train) [132][1000/3757] lr: 4.8160e-02 eta: 1 day, 17:30:02 time: 0.3211 data_time: 0.0174 memory: 9201 grad_norm: 2.8775 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3653 loss: 2.3653 2022/08/15 03:59:31 - mmengine - INFO - Epoch(train) [132][1100/3757] lr: 4.8160e-02 eta: 1 day, 17:29:30 time: 0.3239 data_time: 0.0174 memory: 9201 grad_norm: 2.9444 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8018 loss: 2.8018 2022/08/15 04:00:04 - mmengine - INFO - Epoch(train) [132][1200/3757] lr: 4.8160e-02 eta: 1 day, 17:28:59 time: 0.3203 data_time: 0.0172 memory: 9201 grad_norm: 2.8919 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.5707 loss: 2.5707 2022/08/15 04:00:37 - mmengine - INFO - Epoch(train) [132][1300/3757] lr: 4.8160e-02 eta: 1 day, 17:28:27 time: 0.3257 data_time: 0.0178 memory: 9201 grad_norm: 2.9415 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.4477 loss: 2.4477 2022/08/15 04:01:09 - mmengine - INFO - Epoch(train) [132][1400/3757] lr: 4.8160e-02 eta: 1 day, 17:27:56 time: 0.3228 data_time: 0.0187 memory: 9201 grad_norm: 2.9072 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.3633 loss: 2.3633 2022/08/15 04:01:42 - mmengine - INFO - Epoch(train) [132][1500/3757] lr: 4.8160e-02 eta: 1 day, 17:27:25 time: 0.3214 data_time: 0.0177 memory: 9201 grad_norm: 2.9356 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9519 loss: 2.9519 2022/08/15 04:02:14 - mmengine - INFO - Epoch(train) [132][1600/3757] lr: 4.8160e-02 eta: 1 day, 17:26:53 time: 0.3234 data_time: 0.0176 memory: 9201 grad_norm: 2.9113 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3672 loss: 2.3672 2022/08/15 04:02:47 - mmengine - INFO - Epoch(train) [132][1700/3757] lr: 4.8160e-02 eta: 1 day, 17:26:22 time: 0.3233 data_time: 0.0175 memory: 9201 grad_norm: 2.8874 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6853 loss: 2.6853 2022/08/15 04:03:19 - mmengine - INFO - Epoch(train) [132][1800/3757] lr: 4.8160e-02 eta: 1 day, 17:25:50 time: 0.3228 data_time: 0.0177 memory: 9201 grad_norm: 2.9227 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8247 loss: 2.8247 2022/08/15 04:03:30 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 04:03:51 - mmengine - INFO - Epoch(train) [132][1900/3757] lr: 4.8160e-02 eta: 1 day, 17:25:19 time: 0.3205 data_time: 0.0169 memory: 9201 grad_norm: 2.8563 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9633 loss: 2.9633 2022/08/15 04:04:24 - mmengine - INFO - Epoch(train) [132][2000/3757] lr: 4.8160e-02 eta: 1 day, 17:24:47 time: 0.3215 data_time: 0.0180 memory: 9201 grad_norm: 2.9087 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6234 loss: 2.6234 2022/08/15 04:04:57 - mmengine - INFO - Epoch(train) [132][2100/3757] lr: 4.8160e-02 eta: 1 day, 17:24:16 time: 0.3249 data_time: 0.0178 memory: 9201 grad_norm: 2.9227 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.5727 loss: 2.5727 2022/08/15 04:05:29 - mmengine - INFO - Epoch(train) [132][2200/3757] lr: 4.8160e-02 eta: 1 day, 17:23:44 time: 0.3216 data_time: 0.0184 memory: 9201 grad_norm: 2.9137 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7031 loss: 2.7031 2022/08/15 04:06:01 - mmengine - INFO - Epoch(train) [132][2300/3757] lr: 4.8160e-02 eta: 1 day, 17:23:13 time: 0.3221 data_time: 0.0174 memory: 9201 grad_norm: 2.8873 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6520 loss: 2.6520 2022/08/15 04:06:34 - mmengine - INFO - Epoch(train) [132][2400/3757] lr: 4.8160e-02 eta: 1 day, 17:22:42 time: 0.3240 data_time: 0.0171 memory: 9201 grad_norm: 2.9065 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5359 loss: 2.5359 2022/08/15 04:07:06 - mmengine - INFO - Epoch(train) [132][2500/3757] lr: 4.8160e-02 eta: 1 day, 17:22:10 time: 0.3224 data_time: 0.0181 memory: 9201 grad_norm: 2.8830 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5383 loss: 2.5383 2022/08/15 04:07:39 - mmengine - INFO - Epoch(train) [132][2600/3757] lr: 4.8160e-02 eta: 1 day, 17:21:39 time: 0.3213 data_time: 0.0165 memory: 9201 grad_norm: 2.8536 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6828 loss: 2.6828 2022/08/15 04:08:11 - mmengine - INFO - Epoch(train) [132][2700/3757] lr: 4.8160e-02 eta: 1 day, 17:21:07 time: 0.3220 data_time: 0.0169 memory: 9201 grad_norm: 2.9177 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9293 loss: 2.9293 2022/08/15 04:08:44 - mmengine - INFO - Epoch(train) [132][2800/3757] lr: 4.8160e-02 eta: 1 day, 17:20:36 time: 0.3283 data_time: 0.0174 memory: 9201 grad_norm: 2.9141 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5897 loss: 2.5897 2022/08/15 04:08:55 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 04:09:16 - mmengine - INFO - Epoch(train) [132][2900/3757] lr: 4.8160e-02 eta: 1 day, 17:20:04 time: 0.3239 data_time: 0.0190 memory: 9201 grad_norm: 2.9326 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6529 loss: 2.6529 2022/08/15 04:09:49 - mmengine - INFO - Epoch(train) [132][3000/3757] lr: 4.8160e-02 eta: 1 day, 17:19:33 time: 0.3224 data_time: 0.0183 memory: 9201 grad_norm: 2.9464 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.1125 loss: 3.1125 2022/08/15 04:10:21 - mmengine - INFO - Epoch(train) [132][3100/3757] lr: 4.8160e-02 eta: 1 day, 17:19:01 time: 0.3210 data_time: 0.0171 memory: 9201 grad_norm: 2.9140 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5131 loss: 2.5131 2022/08/15 04:10:54 - mmengine - INFO - Epoch(train) [132][3200/3757] lr: 4.8160e-02 eta: 1 day, 17:18:30 time: 0.3250 data_time: 0.0169 memory: 9201 grad_norm: 2.9080 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6816 loss: 2.6816 2022/08/15 04:11:26 - mmengine - INFO - Epoch(train) [132][3300/3757] lr: 4.8160e-02 eta: 1 day, 17:17:58 time: 0.3224 data_time: 0.0175 memory: 9201 grad_norm: 2.8737 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6746 loss: 2.6746 2022/08/15 04:11:59 - mmengine - INFO - Epoch(train) [132][3400/3757] lr: 4.8160e-02 eta: 1 day, 17:17:27 time: 0.3235 data_time: 0.0181 memory: 9201 grad_norm: 2.8701 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7653 loss: 2.7653 2022/08/15 04:12:31 - mmengine - INFO - Epoch(train) [132][3500/3757] lr: 4.8160e-02 eta: 1 day, 17:16:55 time: 0.3246 data_time: 0.0188 memory: 9201 grad_norm: 2.9321 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7887 loss: 2.7887 2022/08/15 04:13:04 - mmengine - INFO - Epoch(train) [132][3600/3757] lr: 4.8160e-02 eta: 1 day, 17:16:24 time: 0.3230 data_time: 0.0164 memory: 9201 grad_norm: 2.9659 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.6977 loss: 2.6977 2022/08/15 04:13:36 - mmengine - INFO - Epoch(train) [132][3700/3757] lr: 4.8160e-02 eta: 1 day, 17:15:53 time: 0.3240 data_time: 0.0177 memory: 9201 grad_norm: 2.9304 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8928 loss: 2.8928 2022/08/15 04:13:55 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 04:13:55 - mmengine - INFO - Epoch(train) [132][3757/3757] lr: 4.8160e-02 eta: 1 day, 17:15:40 time: 0.3111 data_time: 0.0166 memory: 9201 grad_norm: 2.8519 top1_acc: 0.2857 top5_acc: 0.4286 loss_cls: 2.7746 loss: 2.7746 2022/08/15 04:13:55 - mmengine - INFO - Saving checkpoint at 132 epochs 2022/08/15 04:14:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 04:14:32 - mmengine - INFO - Epoch(train) [133][100/3757] lr: 4.7547e-02 eta: 1 day, 17:14:59 time: 0.3230 data_time: 0.0175 memory: 9201 grad_norm: 2.8454 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8142 loss: 2.8142 2022/08/15 04:15:05 - mmengine - INFO - Epoch(train) [133][200/3757] lr: 4.7547e-02 eta: 1 day, 17:14:28 time: 0.3217 data_time: 0.0173 memory: 9201 grad_norm: 2.9070 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.3990 loss: 2.3990 2022/08/15 04:15:37 - mmengine - INFO - Epoch(train) [133][300/3757] lr: 4.7547e-02 eta: 1 day, 17:13:56 time: 0.3238 data_time: 0.0178 memory: 9201 grad_norm: 2.9272 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.7005 loss: 2.7005 2022/08/15 04:16:10 - mmengine - INFO - Epoch(train) [133][400/3757] lr: 4.7547e-02 eta: 1 day, 17:13:25 time: 0.3209 data_time: 0.0169 memory: 9201 grad_norm: 2.8661 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4857 loss: 2.4857 2022/08/15 04:16:42 - mmengine - INFO - Epoch(train) [133][500/3757] lr: 4.7547e-02 eta: 1 day, 17:12:53 time: 0.3212 data_time: 0.0169 memory: 9201 grad_norm: 2.9761 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5198 loss: 2.5198 2022/08/15 04:17:14 - mmengine - INFO - Epoch(train) [133][600/3757] lr: 4.7547e-02 eta: 1 day, 17:12:22 time: 0.3249 data_time: 0.0176 memory: 9201 grad_norm: 2.9179 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8624 loss: 2.8624 2022/08/15 04:17:47 - mmengine - INFO - Epoch(train) [133][700/3757] lr: 4.7547e-02 eta: 1 day, 17:11:50 time: 0.3224 data_time: 0.0169 memory: 9201 grad_norm: 2.9415 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4732 loss: 2.4732 2022/08/15 04:18:19 - mmengine - INFO - Epoch(train) [133][800/3757] lr: 4.7547e-02 eta: 1 day, 17:11:18 time: 0.3218 data_time: 0.0178 memory: 9201 grad_norm: 2.9748 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7054 loss: 2.7054 2022/08/15 04:18:52 - mmengine - INFO - Epoch(train) [133][900/3757] lr: 4.7547e-02 eta: 1 day, 17:10:47 time: 0.3206 data_time: 0.0186 memory: 9201 grad_norm: 2.8777 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7201 loss: 2.7201 2022/08/15 04:19:24 - mmengine - INFO - Epoch(train) [133][1000/3757] lr: 4.7547e-02 eta: 1 day, 17:10:15 time: 0.3198 data_time: 0.0171 memory: 9201 grad_norm: 2.9499 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.5607 loss: 2.5607 2022/08/15 04:19:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 04:19:56 - mmengine - INFO - Epoch(train) [133][1100/3757] lr: 4.7547e-02 eta: 1 day, 17:09:44 time: 0.3245 data_time: 0.0183 memory: 9201 grad_norm: 3.0400 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9986 loss: 2.9986 2022/08/15 04:20:29 - mmengine - INFO - Epoch(train) [133][1200/3757] lr: 4.7547e-02 eta: 1 day, 17:09:12 time: 0.3227 data_time: 0.0174 memory: 9201 grad_norm: 2.9193 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5578 loss: 2.5578 2022/08/15 04:21:01 - mmengine - INFO - Epoch(train) [133][1300/3757] lr: 4.7547e-02 eta: 1 day, 17:08:41 time: 0.3226 data_time: 0.0179 memory: 9201 grad_norm: 2.9148 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.5348 loss: 2.5348 2022/08/15 04:21:34 - mmengine - INFO - Epoch(train) [133][1400/3757] lr: 4.7547e-02 eta: 1 day, 17:08:09 time: 0.3221 data_time: 0.0187 memory: 9201 grad_norm: 2.9387 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.4927 loss: 2.4927 2022/08/15 04:22:06 - mmengine - INFO - Epoch(train) [133][1500/3757] lr: 4.7547e-02 eta: 1 day, 17:07:38 time: 0.3232 data_time: 0.0173 memory: 9201 grad_norm: 2.9299 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7603 loss: 2.7603 2022/08/15 04:22:39 - mmengine - INFO - Epoch(train) [133][1600/3757] lr: 4.7547e-02 eta: 1 day, 17:07:06 time: 0.3228 data_time: 0.0191 memory: 9201 grad_norm: 2.9810 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6803 loss: 2.6803 2022/08/15 04:23:11 - mmengine - INFO - Epoch(train) [133][1700/3757] lr: 4.7547e-02 eta: 1 day, 17:06:35 time: 0.3226 data_time: 0.0180 memory: 9201 grad_norm: 2.8600 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6226 loss: 2.6226 2022/08/15 04:23:44 - mmengine - INFO - Epoch(train) [133][1800/3757] lr: 4.7547e-02 eta: 1 day, 17:06:04 time: 0.3231 data_time: 0.0178 memory: 9201 grad_norm: 2.8958 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2351 loss: 2.2351 2022/08/15 04:24:16 - mmengine - INFO - Epoch(train) [133][1900/3757] lr: 4.7547e-02 eta: 1 day, 17:05:32 time: 0.3217 data_time: 0.0168 memory: 9201 grad_norm: 2.9587 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9227 loss: 2.9227 2022/08/15 04:24:49 - mmengine - INFO - Epoch(train) [133][2000/3757] lr: 4.7547e-02 eta: 1 day, 17:05:01 time: 0.3229 data_time: 0.0189 memory: 9201 grad_norm: 2.9198 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6263 loss: 2.6263 2022/08/15 04:25:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 04:25:21 - mmengine - INFO - Epoch(train) [133][2100/3757] lr: 4.7547e-02 eta: 1 day, 17:04:29 time: 0.3241 data_time: 0.0182 memory: 9201 grad_norm: 2.9775 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5698 loss: 2.5698 2022/08/15 04:25:53 - mmengine - INFO - Epoch(train) [133][2200/3757] lr: 4.7547e-02 eta: 1 day, 17:03:58 time: 0.3209 data_time: 0.0171 memory: 9201 grad_norm: 2.9360 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8666 loss: 2.8666 2022/08/15 04:26:26 - mmengine - INFO - Epoch(train) [133][2300/3757] lr: 4.7547e-02 eta: 1 day, 17:03:26 time: 0.3229 data_time: 0.0178 memory: 9201 grad_norm: 2.9057 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8518 loss: 2.8518 2022/08/15 04:26:59 - mmengine - INFO - Epoch(train) [133][2400/3757] lr: 4.7547e-02 eta: 1 day, 17:02:55 time: 0.3241 data_time: 0.0183 memory: 9201 grad_norm: 2.9535 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5006 loss: 2.5006 2022/08/15 04:27:31 - mmengine - INFO - Epoch(train) [133][2500/3757] lr: 4.7547e-02 eta: 1 day, 17:02:23 time: 0.3201 data_time: 0.0172 memory: 9201 grad_norm: 2.9032 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9738 loss: 2.9738 2022/08/15 04:28:03 - mmengine - INFO - Epoch(train) [133][2600/3757] lr: 4.7547e-02 eta: 1 day, 17:01:52 time: 0.3212 data_time: 0.0170 memory: 9201 grad_norm: 2.9621 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3733 loss: 2.3733 2022/08/15 04:28:36 - mmengine - INFO - Epoch(train) [133][2700/3757] lr: 4.7547e-02 eta: 1 day, 17:01:20 time: 0.3219 data_time: 0.0172 memory: 9201 grad_norm: 2.9384 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6442 loss: 2.6442 2022/08/15 04:29:08 - mmengine - INFO - Epoch(train) [133][2800/3757] lr: 4.7547e-02 eta: 1 day, 17:00:49 time: 0.3218 data_time: 0.0178 memory: 9201 grad_norm: 3.0040 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.5979 loss: 2.5979 2022/08/15 04:29:41 - mmengine - INFO - Epoch(train) [133][2900/3757] lr: 4.7547e-02 eta: 1 day, 17:00:17 time: 0.3246 data_time: 0.0164 memory: 9201 grad_norm: 2.9466 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9298 loss: 2.9298 2022/08/15 04:30:13 - mmengine - INFO - Epoch(train) [133][3000/3757] lr: 4.7547e-02 eta: 1 day, 16:59:46 time: 0.3228 data_time: 0.0178 memory: 9201 grad_norm: 3.0018 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8087 loss: 2.8087 2022/08/15 04:30:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 04:30:46 - mmengine - INFO - Epoch(train) [133][3100/3757] lr: 4.7547e-02 eta: 1 day, 16:59:14 time: 0.3225 data_time: 0.0186 memory: 9201 grad_norm: 2.9554 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.7797 loss: 2.7797 2022/08/15 04:31:18 - mmengine - INFO - Epoch(train) [133][3200/3757] lr: 4.7547e-02 eta: 1 day, 16:58:43 time: 0.3226 data_time: 0.0183 memory: 9201 grad_norm: 3.0504 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8770 loss: 2.8770 2022/08/15 04:31:51 - mmengine - INFO - Epoch(train) [133][3300/3757] lr: 4.7547e-02 eta: 1 day, 16:58:11 time: 0.3228 data_time: 0.0165 memory: 9201 grad_norm: 2.9022 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5613 loss: 2.5613 2022/08/15 04:32:23 - mmengine - INFO - Epoch(train) [133][3400/3757] lr: 4.7547e-02 eta: 1 day, 16:57:40 time: 0.3205 data_time: 0.0180 memory: 9201 grad_norm: 2.9249 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7143 loss: 2.7143 2022/08/15 04:32:56 - mmengine - INFO - Epoch(train) [133][3500/3757] lr: 4.7547e-02 eta: 1 day, 16:57:09 time: 0.3223 data_time: 0.0183 memory: 9201 grad_norm: 2.9064 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9013 loss: 2.9013 2022/08/15 04:33:28 - mmengine - INFO - Epoch(train) [133][3600/3757] lr: 4.7547e-02 eta: 1 day, 16:56:37 time: 0.3231 data_time: 0.0176 memory: 9201 grad_norm: 2.9191 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5555 loss: 2.5555 2022/08/15 04:34:01 - mmengine - INFO - Epoch(train) [133][3700/3757] lr: 4.7547e-02 eta: 1 day, 16:56:06 time: 0.3230 data_time: 0.0178 memory: 9201 grad_norm: 2.9728 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.6574 loss: 2.6574 2022/08/15 04:34:19 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 04:34:19 - mmengine - INFO - Epoch(train) [133][3757/3757] lr: 4.7547e-02 eta: 1 day, 16:55:53 time: 0.3050 data_time: 0.0149 memory: 9201 grad_norm: 2.9120 top1_acc: 0.4286 top5_acc: 0.4286 loss_cls: 2.6849 loss: 2.6849 2022/08/15 04:34:54 - mmengine - INFO - Epoch(train) [134][100/3757] lr: 4.6934e-02 eta: 1 day, 16:55:13 time: 0.3219 data_time: 0.0174 memory: 9201 grad_norm: 2.8448 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7579 loss: 2.7579 2022/08/15 04:35:26 - mmengine - INFO - Epoch(train) [134][200/3757] lr: 4.6934e-02 eta: 1 day, 16:54:42 time: 0.3217 data_time: 0.0177 memory: 9201 grad_norm: 2.8492 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2967 loss: 2.2967 2022/08/15 04:35:59 - mmengine - INFO - Epoch(train) [134][300/3757] lr: 4.6934e-02 eta: 1 day, 16:54:10 time: 0.3267 data_time: 0.0175 memory: 9201 grad_norm: 2.9574 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.7553 loss: 2.7553 2022/08/15 04:36:05 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 04:36:31 - mmengine - INFO - Epoch(train) [134][400/3757] lr: 4.6934e-02 eta: 1 day, 16:53:39 time: 0.3228 data_time: 0.0186 memory: 9201 grad_norm: 2.9659 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7154 loss: 2.7154 2022/08/15 04:37:04 - mmengine - INFO - Epoch(train) [134][500/3757] lr: 4.6934e-02 eta: 1 day, 16:53:07 time: 0.3229 data_time: 0.0179 memory: 9201 grad_norm: 2.9609 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7822 loss: 2.7822 2022/08/15 04:37:36 - mmengine - INFO - Epoch(train) [134][600/3757] lr: 4.6934e-02 eta: 1 day, 16:52:36 time: 0.3234 data_time: 0.0176 memory: 9201 grad_norm: 2.8986 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3284 loss: 2.3284 2022/08/15 04:38:09 - mmengine - INFO - Epoch(train) [134][700/3757] lr: 4.6934e-02 eta: 1 day, 16:52:04 time: 0.3228 data_time: 0.0190 memory: 9201 grad_norm: 2.9362 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9666 loss: 2.9666 2022/08/15 04:38:41 - mmengine - INFO - Epoch(train) [134][800/3757] lr: 4.6934e-02 eta: 1 day, 16:51:33 time: 0.3253 data_time: 0.0181 memory: 9201 grad_norm: 2.8244 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.4589 loss: 2.4589 2022/08/15 04:39:13 - mmengine - INFO - Epoch(train) [134][900/3757] lr: 4.6934e-02 eta: 1 day, 16:51:01 time: 0.3203 data_time: 0.0168 memory: 9201 grad_norm: 2.9135 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7603 loss: 2.7603 2022/08/15 04:39:46 - mmengine - INFO - Epoch(train) [134][1000/3757] lr: 4.6934e-02 eta: 1 day, 16:50:30 time: 0.3238 data_time: 0.0209 memory: 9201 grad_norm: 2.8992 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3772 loss: 2.3772 2022/08/15 04:40:18 - mmengine - INFO - Epoch(train) [134][1100/3757] lr: 4.6934e-02 eta: 1 day, 16:49:58 time: 0.3231 data_time: 0.0173 memory: 9201 grad_norm: 2.9341 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6858 loss: 2.6858 2022/08/15 04:40:51 - mmengine - INFO - Epoch(train) [134][1200/3757] lr: 4.6934e-02 eta: 1 day, 16:49:27 time: 0.3251 data_time: 0.0178 memory: 9201 grad_norm: 2.9705 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6923 loss: 2.6923 2022/08/15 04:41:23 - mmengine - INFO - Epoch(train) [134][1300/3757] lr: 4.6934e-02 eta: 1 day, 16:48:55 time: 0.3219 data_time: 0.0177 memory: 9201 grad_norm: 3.0458 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6521 loss: 2.6521 2022/08/15 04:41:30 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 04:41:56 - mmengine - INFO - Epoch(train) [134][1400/3757] lr: 4.6934e-02 eta: 1 day, 16:48:24 time: 0.3216 data_time: 0.0183 memory: 9201 grad_norm: 2.9198 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4650 loss: 2.4650 2022/08/15 04:42:28 - mmengine - INFO - Epoch(train) [134][1500/3757] lr: 4.6934e-02 eta: 1 day, 16:47:52 time: 0.3216 data_time: 0.0166 memory: 9201 grad_norm: 2.9652 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4885 loss: 2.4885 2022/08/15 04:43:01 - mmengine - INFO - Epoch(train) [134][1600/3757] lr: 4.6934e-02 eta: 1 day, 16:47:21 time: 0.3264 data_time: 0.0171 memory: 9201 grad_norm: 2.9410 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7441 loss: 2.7441 2022/08/15 04:43:33 - mmengine - INFO - Epoch(train) [134][1700/3757] lr: 4.6934e-02 eta: 1 day, 16:46:50 time: 0.3219 data_time: 0.0173 memory: 9201 grad_norm: 3.0036 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7957 loss: 2.7957 2022/08/15 04:44:06 - mmengine - INFO - Epoch(train) [134][1800/3757] lr: 4.6934e-02 eta: 1 day, 16:46:18 time: 0.3234 data_time: 0.0177 memory: 9201 grad_norm: 2.9700 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.8868 loss: 2.8868 2022/08/15 04:44:39 - mmengine - INFO - Epoch(train) [134][1900/3757] lr: 4.6934e-02 eta: 1 day, 16:45:47 time: 0.3251 data_time: 0.0186 memory: 9201 grad_norm: 2.9541 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5963 loss: 2.5963 2022/08/15 04:45:11 - mmengine - INFO - Epoch(train) [134][2000/3757] lr: 4.6934e-02 eta: 1 day, 16:45:15 time: 0.3267 data_time: 0.0174 memory: 9201 grad_norm: 2.9402 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8467 loss: 2.8467 2022/08/15 04:45:44 - mmengine - INFO - Epoch(train) [134][2100/3757] lr: 4.6934e-02 eta: 1 day, 16:44:44 time: 0.3227 data_time: 0.0175 memory: 9201 grad_norm: 2.9189 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5078 loss: 2.5078 2022/08/15 04:46:16 - mmengine - INFO - Epoch(train) [134][2200/3757] lr: 4.6934e-02 eta: 1 day, 16:44:12 time: 0.3235 data_time: 0.0165 memory: 9201 grad_norm: 2.9404 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6413 loss: 2.6413 2022/08/15 04:46:49 - mmengine - INFO - Epoch(train) [134][2300/3757] lr: 4.6934e-02 eta: 1 day, 16:43:41 time: 0.3234 data_time: 0.0180 memory: 9201 grad_norm: 2.9011 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4073 loss: 2.4073 2022/08/15 04:46:55 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 04:47:21 - mmengine - INFO - Epoch(train) [134][2400/3757] lr: 4.6934e-02 eta: 1 day, 16:43:09 time: 0.3216 data_time: 0.0177 memory: 9201 grad_norm: 3.0482 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8984 loss: 2.8984 2022/08/15 04:47:54 - mmengine - INFO - Epoch(train) [134][2500/3757] lr: 4.6934e-02 eta: 1 day, 16:42:38 time: 0.3213 data_time: 0.0176 memory: 9201 grad_norm: 2.9390 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7531 loss: 2.7531 2022/08/15 04:48:26 - mmengine - INFO - Epoch(train) [134][2600/3757] lr: 4.6934e-02 eta: 1 day, 16:42:07 time: 0.3207 data_time: 0.0172 memory: 9201 grad_norm: 2.9334 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6866 loss: 2.6866 2022/08/15 04:48:59 - mmengine - INFO - Epoch(train) [134][2700/3757] lr: 4.6934e-02 eta: 1 day, 16:41:35 time: 0.3341 data_time: 0.0173 memory: 9201 grad_norm: 2.9210 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.9106 loss: 2.9106 2022/08/15 04:49:31 - mmengine - INFO - Epoch(train) [134][2800/3757] lr: 4.6934e-02 eta: 1 day, 16:41:04 time: 0.3231 data_time: 0.0190 memory: 9201 grad_norm: 2.8155 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6568 loss: 2.6568 2022/08/15 04:50:04 - mmengine - INFO - Epoch(train) [134][2900/3757] lr: 4.6934e-02 eta: 1 day, 16:40:33 time: 0.3230 data_time: 0.0180 memory: 9201 grad_norm: 2.8516 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.7916 loss: 2.7916 2022/08/15 04:50:37 - mmengine - INFO - Epoch(train) [134][3000/3757] lr: 4.6934e-02 eta: 1 day, 16:40:01 time: 0.3255 data_time: 0.0173 memory: 9201 grad_norm: 2.9649 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7011 loss: 2.7011 2022/08/15 04:51:09 - mmengine - INFO - Epoch(train) [134][3100/3757] lr: 4.6934e-02 eta: 1 day, 16:39:30 time: 0.3212 data_time: 0.0177 memory: 9201 grad_norm: 2.9676 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4784 loss: 2.4784 2022/08/15 04:51:42 - mmengine - INFO - Epoch(train) [134][3200/3757] lr: 4.6934e-02 eta: 1 day, 16:38:58 time: 0.3248 data_time: 0.0176 memory: 9201 grad_norm: 2.9213 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7616 loss: 2.7616 2022/08/15 04:52:14 - mmengine - INFO - Epoch(train) [134][3300/3757] lr: 4.6934e-02 eta: 1 day, 16:38:27 time: 0.3210 data_time: 0.0171 memory: 9201 grad_norm: 2.9906 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5174 loss: 2.5174 2022/08/15 04:52:20 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 04:52:47 - mmengine - INFO - Epoch(train) [134][3400/3757] lr: 4.6934e-02 eta: 1 day, 16:37:55 time: 0.3203 data_time: 0.0178 memory: 9201 grad_norm: 2.9665 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.9175 loss: 2.9175 2022/08/15 04:53:19 - mmengine - INFO - Epoch(train) [134][3500/3757] lr: 4.6934e-02 eta: 1 day, 16:37:24 time: 0.3222 data_time: 0.0184 memory: 9201 grad_norm: 2.8752 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6036 loss: 2.6036 2022/08/15 04:53:52 - mmengine - INFO - Epoch(train) [134][3600/3757] lr: 4.6934e-02 eta: 1 day, 16:36:52 time: 0.3223 data_time: 0.0173 memory: 9201 grad_norm: 2.8624 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8276 loss: 2.8276 2022/08/15 04:54:24 - mmengine - INFO - Epoch(train) [134][3700/3757] lr: 4.6934e-02 eta: 1 day, 16:36:21 time: 0.3235 data_time: 0.0182 memory: 9201 grad_norm: 2.9052 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6231 loss: 2.6231 2022/08/15 04:54:42 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 04:54:42 - mmengine - INFO - Epoch(train) [134][3757/3757] lr: 4.6934e-02 eta: 1 day, 16:36:09 time: 0.3173 data_time: 0.0172 memory: 9201 grad_norm: 2.9346 top1_acc: 0.2857 top5_acc: 0.7143 loss_cls: 2.8311 loss: 2.8311 2022/08/15 04:55:17 - mmengine - INFO - Epoch(train) [135][100/3757] lr: 4.6322e-02 eta: 1 day, 16:35:28 time: 0.3254 data_time: 0.0176 memory: 9201 grad_norm: 2.9393 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7937 loss: 2.7937 2022/08/15 04:55:49 - mmengine - INFO - Epoch(train) [135][200/3757] lr: 4.6322e-02 eta: 1 day, 16:34:57 time: 0.3216 data_time: 0.0174 memory: 9201 grad_norm: 2.9254 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4836 loss: 2.4836 2022/08/15 04:56:22 - mmengine - INFO - Epoch(train) [135][300/3757] lr: 4.6322e-02 eta: 1 day, 16:34:25 time: 0.3278 data_time: 0.0178 memory: 9201 grad_norm: 2.9954 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.6612 loss: 2.6612 2022/08/15 04:56:54 - mmengine - INFO - Epoch(train) [135][400/3757] lr: 4.6322e-02 eta: 1 day, 16:33:54 time: 0.3226 data_time: 0.0174 memory: 9201 grad_norm: 2.7991 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8703 loss: 2.8703 2022/08/15 04:57:27 - mmengine - INFO - Epoch(train) [135][500/3757] lr: 4.6322e-02 eta: 1 day, 16:33:23 time: 0.3246 data_time: 0.0185 memory: 9201 grad_norm: 2.8763 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4935 loss: 2.4935 2022/08/15 04:57:47 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 04:57:59 - mmengine - INFO - Epoch(train) [135][600/3757] lr: 4.6322e-02 eta: 1 day, 16:32:51 time: 0.3219 data_time: 0.0173 memory: 9201 grad_norm: 2.9105 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.8110 loss: 2.8110 2022/08/15 04:58:32 - mmengine - INFO - Epoch(train) [135][700/3757] lr: 4.6322e-02 eta: 1 day, 16:32:20 time: 0.3244 data_time: 0.0183 memory: 9201 grad_norm: 2.9888 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5321 loss: 2.5321 2022/08/15 04:59:05 - mmengine - INFO - Epoch(train) [135][800/3757] lr: 4.6322e-02 eta: 1 day, 16:31:48 time: 0.3232 data_time: 0.0177 memory: 9201 grad_norm: 3.0203 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9027 loss: 2.9027 2022/08/15 04:59:37 - mmengine - INFO - Epoch(train) [135][900/3757] lr: 4.6322e-02 eta: 1 day, 16:31:17 time: 0.3215 data_time: 0.0180 memory: 9201 grad_norm: 3.0230 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5858 loss: 2.5858 2022/08/15 05:00:10 - mmengine - INFO - Epoch(train) [135][1000/3757] lr: 4.6322e-02 eta: 1 day, 16:30:45 time: 0.3241 data_time: 0.0174 memory: 9201 grad_norm: 2.9500 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3759 loss: 2.3759 2022/08/15 05:00:42 - mmengine - INFO - Epoch(train) [135][1100/3757] lr: 4.6322e-02 eta: 1 day, 16:30:14 time: 0.3226 data_time: 0.0171 memory: 9201 grad_norm: 2.9789 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.5693 loss: 2.5693 2022/08/15 05:01:14 - mmengine - INFO - Epoch(train) [135][1200/3757] lr: 4.6322e-02 eta: 1 day, 16:29:42 time: 0.3218 data_time: 0.0179 memory: 9201 grad_norm: 2.9608 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3171 loss: 2.3171 2022/08/15 05:01:47 - mmengine - INFO - Epoch(train) [135][1300/3757] lr: 4.6322e-02 eta: 1 day, 16:29:11 time: 0.3234 data_time: 0.0199 memory: 9201 grad_norm: 2.8522 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.2266 loss: 2.2266 2022/08/15 05:02:20 - mmengine - INFO - Epoch(train) [135][1400/3757] lr: 4.6322e-02 eta: 1 day, 16:28:39 time: 0.3239 data_time: 0.0179 memory: 9201 grad_norm: 2.9363 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6637 loss: 2.6637 2022/08/15 05:02:52 - mmengine - INFO - Epoch(train) [135][1500/3757] lr: 4.6322e-02 eta: 1 day, 16:28:08 time: 0.3245 data_time: 0.0183 memory: 9201 grad_norm: 2.8901 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8124 loss: 2.8124 2022/08/15 05:03:12 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 05:03:25 - mmengine - INFO - Epoch(train) [135][1600/3757] lr: 4.6322e-02 eta: 1 day, 16:27:36 time: 0.3207 data_time: 0.0182 memory: 9201 grad_norm: 2.9674 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6356 loss: 2.6356 2022/08/15 05:03:57 - mmengine - INFO - Epoch(train) [135][1700/3757] lr: 4.6322e-02 eta: 1 day, 16:27:05 time: 0.3223 data_time: 0.0180 memory: 9201 grad_norm: 3.0024 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7331 loss: 2.7331 2022/08/15 05:04:29 - mmengine - INFO - Epoch(train) [135][1800/3757] lr: 4.6322e-02 eta: 1 day, 16:26:33 time: 0.3244 data_time: 0.0183 memory: 9201 grad_norm: 2.9642 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5518 loss: 2.5518 2022/08/15 05:05:02 - mmengine - INFO - Epoch(train) [135][1900/3757] lr: 4.6322e-02 eta: 1 day, 16:26:02 time: 0.3228 data_time: 0.0179 memory: 9201 grad_norm: 2.9133 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6457 loss: 2.6457 2022/08/15 05:05:34 - mmengine - INFO - Epoch(train) [135][2000/3757] lr: 4.6322e-02 eta: 1 day, 16:25:30 time: 0.3232 data_time: 0.0180 memory: 9201 grad_norm: 3.0158 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7760 loss: 2.7760 2022/08/15 05:06:07 - mmengine - INFO - Epoch(train) [135][2100/3757] lr: 4.6322e-02 eta: 1 day, 16:24:59 time: 0.3221 data_time: 0.0174 memory: 9201 grad_norm: 2.9468 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6258 loss: 2.6258 2022/08/15 05:06:39 - mmengine - INFO - Epoch(train) [135][2200/3757] lr: 4.6322e-02 eta: 1 day, 16:24:27 time: 0.3238 data_time: 0.0186 memory: 9201 grad_norm: 3.0103 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5775 loss: 2.5775 2022/08/15 05:07:12 - mmengine - INFO - Epoch(train) [135][2300/3757] lr: 4.6322e-02 eta: 1 day, 16:23:56 time: 0.3248 data_time: 0.0187 memory: 9201 grad_norm: 3.0203 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 2.5560 loss: 2.5560 2022/08/15 05:07:44 - mmengine - INFO - Epoch(train) [135][2400/3757] lr: 4.6322e-02 eta: 1 day, 16:23:25 time: 0.3236 data_time: 0.0187 memory: 9201 grad_norm: 3.0205 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7507 loss: 2.7507 2022/08/15 05:08:17 - mmengine - INFO - Epoch(train) [135][2500/3757] lr: 4.6322e-02 eta: 1 day, 16:22:53 time: 0.3214 data_time: 0.0171 memory: 9201 grad_norm: 2.9222 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6173 loss: 2.6173 2022/08/15 05:08:37 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 05:08:50 - mmengine - INFO - Epoch(train) [135][2600/3757] lr: 4.6322e-02 eta: 1 day, 16:22:22 time: 0.3209 data_time: 0.0185 memory: 9201 grad_norm: 2.9227 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7740 loss: 2.7740 2022/08/15 05:09:22 - mmengine - INFO - Epoch(train) [135][2700/3757] lr: 4.6322e-02 eta: 1 day, 16:21:50 time: 0.3237 data_time: 0.0185 memory: 9201 grad_norm: 2.9928 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9234 loss: 2.9234 2022/08/15 05:09:55 - mmengine - INFO - Epoch(train) [135][2800/3757] lr: 4.6322e-02 eta: 1 day, 16:21:19 time: 0.3240 data_time: 0.0183 memory: 9201 grad_norm: 2.8523 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.6770 loss: 2.6770 2022/08/15 05:10:27 - mmengine - INFO - Epoch(train) [135][2900/3757] lr: 4.6322e-02 eta: 1 day, 16:20:47 time: 0.3222 data_time: 0.0177 memory: 9201 grad_norm: 3.0294 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8410 loss: 2.8410 2022/08/15 05:11:00 - mmengine - INFO - Epoch(train) [135][3000/3757] lr: 4.6322e-02 eta: 1 day, 16:20:16 time: 0.3277 data_time: 0.0177 memory: 9201 grad_norm: 2.9937 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5713 loss: 2.5713 2022/08/15 05:11:32 - mmengine - INFO - Epoch(train) [135][3100/3757] lr: 4.6322e-02 eta: 1 day, 16:19:44 time: 0.3215 data_time: 0.0169 memory: 9201 grad_norm: 2.9656 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.5375 loss: 2.5375 2022/08/15 05:12:05 - mmengine - INFO - Epoch(train) [135][3200/3757] lr: 4.6322e-02 eta: 1 day, 16:19:13 time: 0.3237 data_time: 0.0173 memory: 9201 grad_norm: 2.9816 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6566 loss: 2.6566 2022/08/15 05:12:37 - mmengine - INFO - Epoch(train) [135][3300/3757] lr: 4.6322e-02 eta: 1 day, 16:18:41 time: 0.3219 data_time: 0.0181 memory: 9201 grad_norm: 2.9207 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8206 loss: 2.8206 2022/08/15 05:13:10 - mmengine - INFO - Epoch(train) [135][3400/3757] lr: 4.6322e-02 eta: 1 day, 16:18:10 time: 0.3231 data_time: 0.0180 memory: 9201 grad_norm: 2.9604 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7502 loss: 2.7502 2022/08/15 05:13:42 - mmengine - INFO - Epoch(train) [135][3500/3757] lr: 4.6322e-02 eta: 1 day, 16:17:39 time: 0.3243 data_time: 0.0186 memory: 9201 grad_norm: 2.9619 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8081 loss: 2.8081 2022/08/15 05:14:02 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 05:14:15 - mmengine - INFO - Epoch(train) [135][3600/3757] lr: 4.6322e-02 eta: 1 day, 16:17:07 time: 0.3224 data_time: 0.0180 memory: 9201 grad_norm: 3.0158 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8963 loss: 2.8963 2022/08/15 05:14:47 - mmengine - INFO - Epoch(train) [135][3700/3757] lr: 4.6322e-02 eta: 1 day, 16:16:36 time: 0.3228 data_time: 0.0180 memory: 9201 grad_norm: 2.8492 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9799 loss: 2.9799 2022/08/15 05:15:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 05:15:06 - mmengine - INFO - Epoch(train) [135][3757/3757] lr: 4.6322e-02 eta: 1 day, 16:16:23 time: 0.3051 data_time: 0.0157 memory: 9201 grad_norm: 2.9349 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 2.6820 loss: 2.6820 2022/08/15 05:15:28 - mmengine - INFO - Epoch(val) [135][100/310] eta: 0:00:43 time: 0.2057 data_time: 0.0952 memory: 1522 2022/08/15 05:15:49 - mmengine - INFO - Epoch(val) [135][200/310] eta: 0:00:21 time: 0.1968 data_time: 0.0896 memory: 1522 2022/08/15 05:16:10 - mmengine - INFO - Epoch(val) [135][300/310] eta: 0:00:02 time: 0.2123 data_time: 0.1009 memory: 1522 2022/08/15 05:16:14 - mmengine - INFO - Epoch(val) [135][310/310] acc/top1: 0.4736 acc/top5: 0.7428 acc/mean1: 0.4735 2022/08/15 05:16:14 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb/best_acc/top1_epoch_131.pth is removed 2022/08/15 05:16:17 - mmengine - INFO - The best checkpoint with 0.4736 acc/top1 at 136 epoch is saved to best_acc/top1_epoch_136.pth. 2022/08/15 05:16:51 - mmengine - INFO - Epoch(train) [136][100/3757] lr: 4.5710e-02 eta: 1 day, 16:15:42 time: 0.3211 data_time: 0.0177 memory: 9201 grad_norm: 3.0914 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8525 loss: 2.8525 2022/08/15 05:17:23 - mmengine - INFO - Epoch(train) [136][200/3757] lr: 4.5710e-02 eta: 1 day, 16:15:11 time: 0.3211 data_time: 0.0170 memory: 9201 grad_norm: 3.0633 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7276 loss: 2.7276 2022/08/15 05:17:56 - mmengine - INFO - Epoch(train) [136][300/3757] lr: 4.5710e-02 eta: 1 day, 16:14:39 time: 0.3204 data_time: 0.0168 memory: 9201 grad_norm: 2.9006 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5800 loss: 2.5800 2022/08/15 05:18:28 - mmengine - INFO - Epoch(train) [136][400/3757] lr: 4.5710e-02 eta: 1 day, 16:14:07 time: 0.3211 data_time: 0.0174 memory: 9201 grad_norm: 2.9784 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2310 loss: 2.2310 2022/08/15 05:19:01 - mmengine - INFO - Epoch(train) [136][500/3757] lr: 4.5710e-02 eta: 1 day, 16:13:36 time: 0.3221 data_time: 0.0184 memory: 9201 grad_norm: 3.0156 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5321 loss: 2.5321 2022/08/15 05:19:33 - mmengine - INFO - Epoch(train) [136][600/3757] lr: 4.5710e-02 eta: 1 day, 16:13:04 time: 0.3213 data_time: 0.0170 memory: 9201 grad_norm: 2.8419 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5549 loss: 2.5549 2022/08/15 05:20:05 - mmengine - INFO - Epoch(train) [136][700/3757] lr: 4.5710e-02 eta: 1 day, 16:12:33 time: 0.3216 data_time: 0.0166 memory: 9201 grad_norm: 2.9355 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7455 loss: 2.7455 2022/08/15 05:20:38 - mmengine - INFO - Epoch(train) [136][800/3757] lr: 4.5710e-02 eta: 1 day, 16:12:01 time: 0.3221 data_time: 0.0179 memory: 9201 grad_norm: 2.9719 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3422 loss: 2.3422 2022/08/15 05:20:39 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 05:21:10 - mmengine - INFO - Epoch(train) [136][900/3757] lr: 4.5710e-02 eta: 1 day, 16:11:30 time: 0.3254 data_time: 0.0189 memory: 9201 grad_norm: 2.9827 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5845 loss: 2.5845 2022/08/15 05:21:43 - mmengine - INFO - Epoch(train) [136][1000/3757] lr: 4.5710e-02 eta: 1 day, 16:10:58 time: 0.3214 data_time: 0.0175 memory: 9201 grad_norm: 2.9254 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4162 loss: 2.4162 2022/08/15 05:22:15 - mmengine - INFO - Epoch(train) [136][1100/3757] lr: 4.5710e-02 eta: 1 day, 16:10:27 time: 0.3237 data_time: 0.0184 memory: 9201 grad_norm: 2.8813 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6085 loss: 2.6085 2022/08/15 05:22:47 - mmengine - INFO - Epoch(train) [136][1200/3757] lr: 4.5710e-02 eta: 1 day, 16:09:55 time: 0.3213 data_time: 0.0177 memory: 9201 grad_norm: 3.0109 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6611 loss: 2.6611 2022/08/15 05:23:20 - mmengine - INFO - Epoch(train) [136][1300/3757] lr: 4.5710e-02 eta: 1 day, 16:09:24 time: 0.3235 data_time: 0.0191 memory: 9201 grad_norm: 2.8990 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3199 loss: 2.3199 2022/08/15 05:23:52 - mmengine - INFO - Epoch(train) [136][1400/3757] lr: 4.5710e-02 eta: 1 day, 16:08:52 time: 0.3231 data_time: 0.0181 memory: 9201 grad_norm: 2.9250 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.6808 loss: 2.6808 2022/08/15 05:24:25 - mmengine - INFO - Epoch(train) [136][1500/3757] lr: 4.5710e-02 eta: 1 day, 16:08:21 time: 0.3236 data_time: 0.0176 memory: 9201 grad_norm: 2.9588 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.7979 loss: 2.7979 2022/08/15 05:24:57 - mmengine - INFO - Epoch(train) [136][1600/3757] lr: 4.5710e-02 eta: 1 day, 16:07:49 time: 0.3216 data_time: 0.0170 memory: 9201 grad_norm: 2.9525 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5686 loss: 2.5686 2022/08/15 05:25:30 - mmengine - INFO - Epoch(train) [136][1700/3757] lr: 4.5710e-02 eta: 1 day, 16:07:18 time: 0.3221 data_time: 0.0178 memory: 9201 grad_norm: 3.0002 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.7310 loss: 2.7310 2022/08/15 05:26:02 - mmengine - INFO - Epoch(train) [136][1800/3757] lr: 4.5710e-02 eta: 1 day, 16:06:46 time: 0.3235 data_time: 0.0178 memory: 9201 grad_norm: 2.9802 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5903 loss: 2.5903 2022/08/15 05:26:04 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 05:26:35 - mmengine - INFO - Epoch(train) [136][1900/3757] lr: 4.5710e-02 eta: 1 day, 16:06:14 time: 0.3251 data_time: 0.0187 memory: 9201 grad_norm: 3.0365 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3123 loss: 2.3123 2022/08/15 05:27:07 - mmengine - INFO - Epoch(train) [136][2000/3757] lr: 4.5710e-02 eta: 1 day, 16:05:43 time: 0.3222 data_time: 0.0177 memory: 9201 grad_norm: 2.9454 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5656 loss: 2.5656 2022/08/15 05:27:40 - mmengine - INFO - Epoch(train) [136][2100/3757] lr: 4.5710e-02 eta: 1 day, 16:05:12 time: 0.3238 data_time: 0.0181 memory: 9201 grad_norm: 2.9612 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4652 loss: 2.4652 2022/08/15 05:28:12 - mmengine - INFO - Epoch(train) [136][2200/3757] lr: 4.5710e-02 eta: 1 day, 16:04:40 time: 0.3220 data_time: 0.0184 memory: 9201 grad_norm: 3.0056 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5161 loss: 2.5161 2022/08/15 05:28:45 - mmengine - INFO - Epoch(train) [136][2300/3757] lr: 4.5710e-02 eta: 1 day, 16:04:09 time: 0.3257 data_time: 0.0170 memory: 9201 grad_norm: 3.0070 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.4266 loss: 2.4266 2022/08/15 05:29:17 - mmengine - INFO - Epoch(train) [136][2400/3757] lr: 4.5710e-02 eta: 1 day, 16:03:37 time: 0.3224 data_time: 0.0190 memory: 9201 grad_norm: 2.8884 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8026 loss: 2.8026 2022/08/15 05:29:50 - mmengine - INFO - Epoch(train) [136][2500/3757] lr: 4.5710e-02 eta: 1 day, 16:03:06 time: 0.3228 data_time: 0.0177 memory: 9201 grad_norm: 3.0528 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7552 loss: 2.7552 2022/08/15 05:30:22 - mmengine - INFO - Epoch(train) [136][2600/3757] lr: 4.5710e-02 eta: 1 day, 16:02:34 time: 0.3217 data_time: 0.0171 memory: 9201 grad_norm: 2.9965 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9054 loss: 2.9054 2022/08/15 05:30:55 - mmengine - INFO - Epoch(train) [136][2700/3757] lr: 4.5710e-02 eta: 1 day, 16:02:03 time: 0.3239 data_time: 0.0184 memory: 9201 grad_norm: 3.0241 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7931 loss: 2.7931 2022/08/15 05:31:27 - mmengine - INFO - Epoch(train) [136][2800/3757] lr: 4.5710e-02 eta: 1 day, 16:01:31 time: 0.3211 data_time: 0.0177 memory: 9201 grad_norm: 2.9603 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7102 loss: 2.7102 2022/08/15 05:31:29 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 05:32:00 - mmengine - INFO - Epoch(train) [136][2900/3757] lr: 4.5710e-02 eta: 1 day, 16:01:00 time: 0.3224 data_time: 0.0175 memory: 9201 grad_norm: 2.9056 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6806 loss: 2.6806 2022/08/15 05:32:32 - mmengine - INFO - Epoch(train) [136][3000/3757] lr: 4.5710e-02 eta: 1 day, 16:00:28 time: 0.3246 data_time: 0.0181 memory: 9201 grad_norm: 2.9968 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4999 loss: 2.4999 2022/08/15 05:33:05 - mmengine - INFO - Epoch(train) [136][3100/3757] lr: 4.5710e-02 eta: 1 day, 15:59:57 time: 0.3250 data_time: 0.0170 memory: 9201 grad_norm: 2.9438 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7991 loss: 2.7991 2022/08/15 05:33:37 - mmengine - INFO - Epoch(train) [136][3200/3757] lr: 4.5710e-02 eta: 1 day, 15:59:25 time: 0.3225 data_time: 0.0183 memory: 9201 grad_norm: 2.9132 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.5355 loss: 2.5355 2022/08/15 05:34:10 - mmengine - INFO - Epoch(train) [136][3300/3757] lr: 4.5710e-02 eta: 1 day, 15:58:54 time: 0.3226 data_time: 0.0174 memory: 9201 grad_norm: 2.9625 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4000 loss: 2.4000 2022/08/15 05:34:43 - mmengine - INFO - Epoch(train) [136][3400/3757] lr: 4.5710e-02 eta: 1 day, 15:58:22 time: 0.3230 data_time: 0.0171 memory: 9201 grad_norm: 3.0337 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7057 loss: 2.7057 2022/08/15 05:35:15 - mmengine - INFO - Epoch(train) [136][3500/3757] lr: 4.5710e-02 eta: 1 day, 15:57:51 time: 0.3229 data_time: 0.0179 memory: 9201 grad_norm: 3.0270 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5837 loss: 2.5837 2022/08/15 05:35:48 - mmengine - INFO - Epoch(train) [136][3600/3757] lr: 4.5710e-02 eta: 1 day, 15:57:19 time: 0.3227 data_time: 0.0182 memory: 9201 grad_norm: 2.9760 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6779 loss: 2.6779 2022/08/15 05:36:20 - mmengine - INFO - Epoch(train) [136][3700/3757] lr: 4.5710e-02 eta: 1 day, 15:56:48 time: 0.3224 data_time: 0.0180 memory: 9201 grad_norm: 3.0375 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2633 loss: 2.2633 2022/08/15 05:36:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 05:36:38 - mmengine - INFO - Epoch(train) [136][3757/3757] lr: 4.5710e-02 eta: 1 day, 15:56:35 time: 0.3056 data_time: 0.0158 memory: 9201 grad_norm: 2.9462 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 2.3129 loss: 2.3129 2022/08/15 05:36:38 - mmengine - INFO - Saving checkpoint at 136 epochs 2022/08/15 05:36:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 05:37:16 - mmengine - INFO - Epoch(train) [137][100/3757] lr: 4.5099e-02 eta: 1 day, 15:55:54 time: 0.3249 data_time: 0.0187 memory: 9201 grad_norm: 3.0238 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6302 loss: 2.6302 2022/08/15 05:37:48 - mmengine - INFO - Epoch(train) [137][200/3757] lr: 4.5099e-02 eta: 1 day, 15:55:23 time: 0.3197 data_time: 0.0166 memory: 9201 grad_norm: 2.9107 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5963 loss: 2.5963 2022/08/15 05:38:21 - mmengine - INFO - Epoch(train) [137][300/3757] lr: 4.5099e-02 eta: 1 day, 15:54:51 time: 0.3208 data_time: 0.0176 memory: 9201 grad_norm: 3.0305 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7601 loss: 2.7601 2022/08/15 05:38:53 - mmengine - INFO - Epoch(train) [137][400/3757] lr: 4.5099e-02 eta: 1 day, 15:54:20 time: 0.3270 data_time: 0.0193 memory: 9201 grad_norm: 3.0099 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7674 loss: 2.7674 2022/08/15 05:39:26 - mmengine - INFO - Epoch(train) [137][500/3757] lr: 4.5099e-02 eta: 1 day, 15:53:48 time: 0.3216 data_time: 0.0175 memory: 9201 grad_norm: 2.8648 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3968 loss: 2.3968 2022/08/15 05:39:58 - mmengine - INFO - Epoch(train) [137][600/3757] lr: 4.5099e-02 eta: 1 day, 15:53:17 time: 0.3231 data_time: 0.0192 memory: 9201 grad_norm: 2.9206 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.5183 loss: 2.5183 2022/08/15 05:40:31 - mmengine - INFO - Epoch(train) [137][700/3757] lr: 4.5099e-02 eta: 1 day, 15:52:46 time: 0.3252 data_time: 0.0169 memory: 9201 grad_norm: 2.9518 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7317 loss: 2.7317 2022/08/15 05:41:03 - mmengine - INFO - Epoch(train) [137][800/3757] lr: 4.5099e-02 eta: 1 day, 15:52:14 time: 0.3238 data_time: 0.0174 memory: 9201 grad_norm: 2.9847 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4494 loss: 2.4494 2022/08/15 05:41:36 - mmengine - INFO - Epoch(train) [137][900/3757] lr: 4.5099e-02 eta: 1 day, 15:51:42 time: 0.3242 data_time: 0.0189 memory: 9201 grad_norm: 2.9740 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4835 loss: 2.4835 2022/08/15 05:42:08 - mmengine - INFO - Epoch(train) [137][1000/3757] lr: 4.5099e-02 eta: 1 day, 15:51:11 time: 0.3222 data_time: 0.0177 memory: 9201 grad_norm: 2.9586 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.5591 loss: 2.5591 2022/08/15 05:42:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 05:42:41 - mmengine - INFO - Epoch(train) [137][1100/3757] lr: 4.5099e-02 eta: 1 day, 15:50:40 time: 0.3226 data_time: 0.0180 memory: 9201 grad_norm: 2.9321 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.8663 loss: 2.8663 2022/08/15 05:43:13 - mmengine - INFO - Epoch(train) [137][1200/3757] lr: 4.5099e-02 eta: 1 day, 15:50:08 time: 0.3215 data_time: 0.0180 memory: 9201 grad_norm: 2.9015 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5418 loss: 2.5418 2022/08/15 05:43:46 - mmengine - INFO - Epoch(train) [137][1300/3757] lr: 4.5099e-02 eta: 1 day, 15:49:36 time: 0.3222 data_time: 0.0167 memory: 9201 grad_norm: 3.0757 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6320 loss: 2.6320 2022/08/15 05:44:18 - mmengine - INFO - Epoch(train) [137][1400/3757] lr: 4.5099e-02 eta: 1 day, 15:49:05 time: 0.3209 data_time: 0.0173 memory: 9201 grad_norm: 2.9777 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 2.5332 loss: 2.5332 2022/08/15 05:44:50 - mmengine - INFO - Epoch(train) [137][1500/3757] lr: 4.5099e-02 eta: 1 day, 15:48:33 time: 0.3217 data_time: 0.0169 memory: 9201 grad_norm: 3.0314 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6187 loss: 2.6187 2022/08/15 05:45:23 - mmengine - INFO - Epoch(train) [137][1600/3757] lr: 4.5099e-02 eta: 1 day, 15:48:02 time: 0.3239 data_time: 0.0174 memory: 9201 grad_norm: 3.0362 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4217 loss: 2.4217 2022/08/15 05:45:56 - mmengine - INFO - Epoch(train) [137][1700/3757] lr: 4.5099e-02 eta: 1 day, 15:47:30 time: 0.3238 data_time: 0.0178 memory: 9201 grad_norm: 3.0092 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6165 loss: 2.6165 2022/08/15 05:46:28 - mmengine - INFO - Epoch(train) [137][1800/3757] lr: 4.5099e-02 eta: 1 day, 15:46:59 time: 0.3232 data_time: 0.0174 memory: 9201 grad_norm: 2.9998 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8352 loss: 2.8352 2022/08/15 05:47:01 - mmengine - INFO - Epoch(train) [137][1900/3757] lr: 4.5099e-02 eta: 1 day, 15:46:27 time: 0.3223 data_time: 0.0172 memory: 9201 grad_norm: 2.9841 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5292 loss: 2.5292 2022/08/15 05:47:33 - mmengine - INFO - Epoch(train) [137][2000/3757] lr: 4.5099e-02 eta: 1 day, 15:45:56 time: 0.3242 data_time: 0.0190 memory: 9201 grad_norm: 3.0701 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7913 loss: 2.7913 2022/08/15 05:47:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 05:48:06 - mmengine - INFO - Epoch(train) [137][2100/3757] lr: 4.5099e-02 eta: 1 day, 15:45:24 time: 0.3240 data_time: 0.0181 memory: 9201 grad_norm: 2.9589 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7351 loss: 2.7351 2022/08/15 05:48:38 - mmengine - INFO - Epoch(train) [137][2200/3757] lr: 4.5099e-02 eta: 1 day, 15:44:53 time: 0.3251 data_time: 0.0191 memory: 9201 grad_norm: 2.9111 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2728 loss: 2.2728 2022/08/15 05:49:11 - mmengine - INFO - Epoch(train) [137][2300/3757] lr: 4.5099e-02 eta: 1 day, 15:44:21 time: 0.3228 data_time: 0.0179 memory: 9201 grad_norm: 2.9482 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4665 loss: 2.4665 2022/08/15 05:49:43 - mmengine - INFO - Epoch(train) [137][2400/3757] lr: 4.5099e-02 eta: 1 day, 15:43:50 time: 0.3249 data_time: 0.0179 memory: 9201 grad_norm: 2.9271 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4911 loss: 2.4911 2022/08/15 05:50:16 - mmengine - INFO - Epoch(train) [137][2500/3757] lr: 4.5099e-02 eta: 1 day, 15:43:19 time: 0.3265 data_time: 0.0180 memory: 9201 grad_norm: 2.9593 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.2568 loss: 2.2568 2022/08/15 05:50:48 - mmengine - INFO - Epoch(train) [137][2600/3757] lr: 4.5099e-02 eta: 1 day, 15:42:47 time: 0.3225 data_time: 0.0165 memory: 9201 grad_norm: 3.1046 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7266 loss: 2.7266 2022/08/15 05:51:21 - mmengine - INFO - Epoch(train) [137][2700/3757] lr: 4.5099e-02 eta: 1 day, 15:42:16 time: 0.3231 data_time: 0.0177 memory: 9201 grad_norm: 2.9047 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7917 loss: 2.7917 2022/08/15 05:51:54 - mmengine - INFO - Epoch(train) [137][2800/3757] lr: 4.5099e-02 eta: 1 day, 15:41:44 time: 0.3248 data_time: 0.0184 memory: 9201 grad_norm: 2.8564 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4719 loss: 2.4719 2022/08/15 05:52:26 - mmengine - INFO - Epoch(train) [137][2900/3757] lr: 4.5099e-02 eta: 1 day, 15:41:13 time: 0.3217 data_time: 0.0175 memory: 9201 grad_norm: 2.9934 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8464 loss: 2.8464 2022/08/15 05:52:59 - mmengine - INFO - Epoch(train) [137][3000/3757] lr: 4.5099e-02 eta: 1 day, 15:40:41 time: 0.3231 data_time: 0.0185 memory: 9201 grad_norm: 2.8684 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3858 loss: 2.3858 2022/08/15 05:53:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 05:53:31 - mmengine - INFO - Epoch(train) [137][3100/3757] lr: 4.5099e-02 eta: 1 day, 15:40:10 time: 0.3213 data_time: 0.0164 memory: 9201 grad_norm: 2.9523 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5710 loss: 2.5710 2022/08/15 05:54:04 - mmengine - INFO - Epoch(train) [137][3200/3757] lr: 4.5099e-02 eta: 1 day, 15:39:38 time: 0.3237 data_time: 0.0184 memory: 9201 grad_norm: 2.9427 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4654 loss: 2.4654 2022/08/15 05:54:36 - mmengine - INFO - Epoch(train) [137][3300/3757] lr: 4.5099e-02 eta: 1 day, 15:39:07 time: 0.3256 data_time: 0.0169 memory: 9201 grad_norm: 2.9313 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5560 loss: 2.5560 2022/08/15 05:55:09 - mmengine - INFO - Epoch(train) [137][3400/3757] lr: 4.5099e-02 eta: 1 day, 15:38:35 time: 0.3253 data_time: 0.0175 memory: 9201 grad_norm: 2.9718 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5160 loss: 2.5160 2022/08/15 05:55:41 - mmengine - INFO - Epoch(train) [137][3500/3757] lr: 4.5099e-02 eta: 1 day, 15:38:04 time: 0.3231 data_time: 0.0177 memory: 9201 grad_norm: 2.8295 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7074 loss: 2.7074 2022/08/15 05:56:14 - mmengine - INFO - Epoch(train) [137][3600/3757] lr: 4.5099e-02 eta: 1 day, 15:37:32 time: 0.3234 data_time: 0.0163 memory: 9201 grad_norm: 3.0508 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6643 loss: 2.6643 2022/08/15 05:56:46 - mmengine - INFO - Epoch(train) [137][3700/3757] lr: 4.5099e-02 eta: 1 day, 15:37:01 time: 0.3212 data_time: 0.0166 memory: 9201 grad_norm: 2.9897 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6306 loss: 2.6306 2022/08/15 05:57:04 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 05:57:04 - mmengine - INFO - Epoch(train) [137][3757/3757] lr: 4.5099e-02 eta: 1 day, 15:36:48 time: 0.3053 data_time: 0.0149 memory: 9201 grad_norm: 2.9695 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 2.5487 loss: 2.5487 2022/08/15 05:57:39 - mmengine - INFO - Epoch(train) [138][100/3757] lr: 4.4489e-02 eta: 1 day, 15:36:08 time: 0.3220 data_time: 0.0166 memory: 9201 grad_norm: 2.9946 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5753 loss: 2.5753 2022/08/15 05:58:11 - mmengine - INFO - Epoch(train) [138][200/3757] lr: 4.4489e-02 eta: 1 day, 15:35:37 time: 0.3224 data_time: 0.0172 memory: 9201 grad_norm: 3.0697 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4490 loss: 2.4490 2022/08/15 05:58:41 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 05:58:44 - mmengine - INFO - Epoch(train) [138][300/3757] lr: 4.4489e-02 eta: 1 day, 15:35:05 time: 0.3240 data_time: 0.0187 memory: 9201 grad_norm: 3.0720 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4223 loss: 2.4223 2022/08/15 05:59:16 - mmengine - INFO - Epoch(train) [138][400/3757] lr: 4.4489e-02 eta: 1 day, 15:34:34 time: 0.3223 data_time: 0.0174 memory: 9201 grad_norm: 3.0293 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8694 loss: 2.8694 2022/08/15 05:59:49 - mmengine - INFO - Epoch(train) [138][500/3757] lr: 4.4489e-02 eta: 1 day, 15:34:02 time: 0.3237 data_time: 0.0185 memory: 9201 grad_norm: 3.0355 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7042 loss: 2.7042 2022/08/15 06:00:24 - mmengine - INFO - Epoch(train) [138][600/3757] lr: 4.4489e-02 eta: 1 day, 15:33:33 time: 0.3201 data_time: 0.0171 memory: 9201 grad_norm: 2.9689 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6067 loss: 2.6067 2022/08/15 06:00:56 - mmengine - INFO - Epoch(train) [138][700/3757] lr: 4.4489e-02 eta: 1 day, 15:33:01 time: 0.3250 data_time: 0.0191 memory: 9201 grad_norm: 3.0473 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3721 loss: 2.3721 2022/08/15 06:01:29 - mmengine - INFO - Epoch(train) [138][800/3757] lr: 4.4489e-02 eta: 1 day, 15:32:30 time: 0.3223 data_time: 0.0177 memory: 9201 grad_norm: 3.0208 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.5679 loss: 2.5679 2022/08/15 06:02:01 - mmengine - INFO - Epoch(train) [138][900/3757] lr: 4.4489e-02 eta: 1 day, 15:31:58 time: 0.3212 data_time: 0.0167 memory: 9201 grad_norm: 2.9964 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7309 loss: 2.7309 2022/08/15 06:02:34 - mmengine - INFO - Epoch(train) [138][1000/3757] lr: 4.4489e-02 eta: 1 day, 15:31:27 time: 0.3236 data_time: 0.0183 memory: 9201 grad_norm: 3.0541 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4471 loss: 2.4471 2022/08/15 06:03:07 - mmengine - INFO - Epoch(train) [138][1100/3757] lr: 4.4489e-02 eta: 1 day, 15:30:55 time: 0.3226 data_time: 0.0181 memory: 9201 grad_norm: 3.0139 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7011 loss: 2.7011 2022/08/15 06:03:39 - mmengine - INFO - Epoch(train) [138][1200/3757] lr: 4.4489e-02 eta: 1 day, 15:30:24 time: 0.3254 data_time: 0.0179 memory: 9201 grad_norm: 2.9858 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8776 loss: 2.8776 2022/08/15 06:04:09 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 06:04:12 - mmengine - INFO - Epoch(train) [138][1300/3757] lr: 4.4489e-02 eta: 1 day, 15:29:52 time: 0.3236 data_time: 0.0183 memory: 9201 grad_norm: 2.9782 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6396 loss: 2.6396 2022/08/15 06:04:44 - mmengine - INFO - Epoch(train) [138][1400/3757] lr: 4.4489e-02 eta: 1 day, 15:29:21 time: 0.3215 data_time: 0.0177 memory: 9201 grad_norm: 3.1163 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6370 loss: 2.6370 2022/08/15 06:05:17 - mmengine - INFO - Epoch(train) [138][1500/3757] lr: 4.4489e-02 eta: 1 day, 15:28:50 time: 0.3243 data_time: 0.0179 memory: 9201 grad_norm: 2.9885 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4378 loss: 2.4378 2022/08/15 06:05:49 - mmengine - INFO - Epoch(train) [138][1600/3757] lr: 4.4489e-02 eta: 1 day, 15:28:18 time: 0.3218 data_time: 0.0178 memory: 9201 grad_norm: 3.0393 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6874 loss: 2.6874 2022/08/15 06:06:22 - mmengine - INFO - Epoch(train) [138][1700/3757] lr: 4.4489e-02 eta: 1 day, 15:27:47 time: 0.3208 data_time: 0.0169 memory: 9201 grad_norm: 3.0959 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.5566 loss: 2.5566 2022/08/15 06:06:54 - mmengine - INFO - Epoch(train) [138][1800/3757] lr: 4.4489e-02 eta: 1 day, 15:27:15 time: 0.3217 data_time: 0.0173 memory: 9201 grad_norm: 3.0551 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7025 loss: 2.7025 2022/08/15 06:07:27 - mmengine - INFO - Epoch(train) [138][1900/3757] lr: 4.4489e-02 eta: 1 day, 15:26:44 time: 0.3267 data_time: 0.0199 memory: 9201 grad_norm: 3.0344 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.5908 loss: 2.5908 2022/08/15 06:07:59 - mmengine - INFO - Epoch(train) [138][2000/3757] lr: 4.4489e-02 eta: 1 day, 15:26:12 time: 0.3213 data_time: 0.0175 memory: 9201 grad_norm: 3.0760 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8097 loss: 2.8097 2022/08/15 06:08:32 - mmengine - INFO - Epoch(train) [138][2100/3757] lr: 4.4489e-02 eta: 1 day, 15:25:40 time: 0.3234 data_time: 0.0182 memory: 9201 grad_norm: 2.9540 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6639 loss: 2.6639 2022/08/15 06:09:04 - mmengine - INFO - Epoch(train) [138][2200/3757] lr: 4.4489e-02 eta: 1 day, 15:25:09 time: 0.3231 data_time: 0.0179 memory: 9201 grad_norm: 3.0479 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5996 loss: 2.5996 2022/08/15 06:09:34 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 06:09:37 - mmengine - INFO - Epoch(train) [138][2300/3757] lr: 4.4489e-02 eta: 1 day, 15:24:37 time: 0.3231 data_time: 0.0171 memory: 9201 grad_norm: 2.9869 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3150 loss: 2.3150 2022/08/15 06:10:09 - mmengine - INFO - Epoch(train) [138][2400/3757] lr: 4.4489e-02 eta: 1 day, 15:24:06 time: 0.3211 data_time: 0.0176 memory: 9201 grad_norm: 2.9963 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6602 loss: 2.6602 2022/08/15 06:10:42 - mmengine - INFO - Epoch(train) [138][2500/3757] lr: 4.4489e-02 eta: 1 day, 15:23:34 time: 0.3221 data_time: 0.0177 memory: 9201 grad_norm: 2.9129 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4668 loss: 2.4668 2022/08/15 06:11:14 - mmengine - INFO - Epoch(train) [138][2600/3757] lr: 4.4489e-02 eta: 1 day, 15:23:03 time: 0.3286 data_time: 0.0189 memory: 9201 grad_norm: 2.9734 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4438 loss: 2.4438 2022/08/15 06:11:47 - mmengine - INFO - Epoch(train) [138][2700/3757] lr: 4.4489e-02 eta: 1 day, 15:22:31 time: 0.3248 data_time: 0.0184 memory: 9201 grad_norm: 2.8867 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.7139 loss: 2.7139 2022/08/15 06:12:19 - mmengine - INFO - Epoch(train) [138][2800/3757] lr: 4.4489e-02 eta: 1 day, 15:22:00 time: 0.3280 data_time: 0.0197 memory: 9201 grad_norm: 2.9810 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8098 loss: 2.8098 2022/08/15 06:12:52 - mmengine - INFO - Epoch(train) [138][2900/3757] lr: 4.4489e-02 eta: 1 day, 15:21:29 time: 0.3222 data_time: 0.0176 memory: 9201 grad_norm: 3.0121 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7030 loss: 2.7030 2022/08/15 06:13:25 - mmengine - INFO - Epoch(train) [138][3000/3757] lr: 4.4489e-02 eta: 1 day, 15:20:57 time: 0.3249 data_time: 0.0174 memory: 9201 grad_norm: 3.0399 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.6976 loss: 2.6976 2022/08/15 06:13:57 - mmengine - INFO - Epoch(train) [138][3100/3757] lr: 4.4489e-02 eta: 1 day, 15:20:26 time: 0.3246 data_time: 0.0188 memory: 9201 grad_norm: 2.9821 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3643 loss: 2.3643 2022/08/15 06:14:30 - mmengine - INFO - Epoch(train) [138][3200/3757] lr: 4.4489e-02 eta: 1 day, 15:19:54 time: 0.3238 data_time: 0.0167 memory: 9201 grad_norm: 3.0416 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4116 loss: 2.4116 2022/08/15 06:14:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 06:15:02 - mmengine - INFO - Epoch(train) [138][3300/3757] lr: 4.4489e-02 eta: 1 day, 15:19:23 time: 0.3231 data_time: 0.0186 memory: 9201 grad_norm: 2.9981 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7539 loss: 2.7539 2022/08/15 06:15:35 - mmengine - INFO - Epoch(train) [138][3400/3757] lr: 4.4489e-02 eta: 1 day, 15:18:51 time: 0.3250 data_time: 0.0175 memory: 9201 grad_norm: 2.9566 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1238 loss: 2.1238 2022/08/15 06:16:07 - mmengine - INFO - Epoch(train) [138][3500/3757] lr: 4.4489e-02 eta: 1 day, 15:18:20 time: 0.3230 data_time: 0.0180 memory: 9201 grad_norm: 3.0075 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 2.3946 loss: 2.3946 2022/08/15 06:16:40 - mmengine - INFO - Epoch(train) [138][3600/3757] lr: 4.4489e-02 eta: 1 day, 15:17:48 time: 0.3243 data_time: 0.0173 memory: 9201 grad_norm: 2.9873 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8791 loss: 2.8791 2022/08/15 06:17:12 - mmengine - INFO - Epoch(train) [138][3700/3757] lr: 4.4489e-02 eta: 1 day, 15:17:17 time: 0.3235 data_time: 0.0178 memory: 9201 grad_norm: 2.9936 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6534 loss: 2.6534 2022/08/15 06:17:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 06:17:31 - mmengine - INFO - Epoch(train) [138][3757/3757] lr: 4.4489e-02 eta: 1 day, 15:17:04 time: 0.3046 data_time: 0.0155 memory: 9201 grad_norm: 2.9469 top1_acc: 0.1429 top5_acc: 0.7143 loss_cls: 2.9103 loss: 2.9103 2022/08/15 06:18:05 - mmengine - INFO - Epoch(train) [139][100/3757] lr: 4.3879e-02 eta: 1 day, 15:16:24 time: 0.3216 data_time: 0.0187 memory: 9201 grad_norm: 3.1530 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8186 loss: 2.8186 2022/08/15 06:18:37 - mmengine - INFO - Epoch(train) [139][200/3757] lr: 4.3879e-02 eta: 1 day, 15:15:53 time: 0.3234 data_time: 0.0174 memory: 9201 grad_norm: 3.0075 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7213 loss: 2.7213 2022/08/15 06:19:10 - mmengine - INFO - Epoch(train) [139][300/3757] lr: 4.3879e-02 eta: 1 day, 15:15:21 time: 0.3219 data_time: 0.0171 memory: 9201 grad_norm: 3.1039 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6587 loss: 2.6587 2022/08/15 06:19:42 - mmengine - INFO - Epoch(train) [139][400/3757] lr: 4.3879e-02 eta: 1 day, 15:14:49 time: 0.3222 data_time: 0.0165 memory: 9201 grad_norm: 2.9653 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7116 loss: 2.7116 2022/08/15 06:20:15 - mmengine - INFO - Epoch(train) [139][500/3757] lr: 4.3879e-02 eta: 1 day, 15:14:18 time: 0.3242 data_time: 0.0181 memory: 9201 grad_norm: 2.9858 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5831 loss: 2.5831 2022/08/15 06:20:26 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 06:20:47 - mmengine - INFO - Epoch(train) [139][600/3757] lr: 4.3879e-02 eta: 1 day, 15:13:46 time: 0.3222 data_time: 0.0182 memory: 9201 grad_norm: 2.9454 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7203 loss: 2.7203 2022/08/15 06:21:20 - mmengine - INFO - Epoch(train) [139][700/3757] lr: 4.3879e-02 eta: 1 day, 15:13:15 time: 0.3295 data_time: 0.0178 memory: 9201 grad_norm: 3.0543 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5146 loss: 2.5146 2022/08/15 06:21:52 - mmengine - INFO - Epoch(train) [139][800/3757] lr: 4.3879e-02 eta: 1 day, 15:12:43 time: 0.3208 data_time: 0.0179 memory: 9201 grad_norm: 3.0031 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6373 loss: 2.6373 2022/08/15 06:22:25 - mmengine - INFO - Epoch(train) [139][900/3757] lr: 4.3879e-02 eta: 1 day, 15:12:12 time: 0.3213 data_time: 0.0172 memory: 9201 grad_norm: 2.9650 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7437 loss: 2.7437 2022/08/15 06:22:57 - mmengine - INFO - Epoch(train) [139][1000/3757] lr: 4.3879e-02 eta: 1 day, 15:11:40 time: 0.3224 data_time: 0.0166 memory: 9201 grad_norm: 2.8519 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3499 loss: 2.3499 2022/08/15 06:23:30 - mmengine - INFO - Epoch(train) [139][1100/3757] lr: 4.3879e-02 eta: 1 day, 15:11:09 time: 0.3243 data_time: 0.0183 memory: 9201 grad_norm: 2.9899 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4489 loss: 2.4489 2022/08/15 06:24:02 - mmengine - INFO - Epoch(train) [139][1200/3757] lr: 4.3879e-02 eta: 1 day, 15:10:37 time: 0.3215 data_time: 0.0167 memory: 9201 grad_norm: 3.0567 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8023 loss: 2.8023 2022/08/15 06:24:35 - mmengine - INFO - Epoch(train) [139][1300/3757] lr: 4.3879e-02 eta: 1 day, 15:10:06 time: 0.3229 data_time: 0.0171 memory: 9201 grad_norm: 2.9463 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6605 loss: 2.6605 2022/08/15 06:25:08 - mmengine - INFO - Epoch(train) [139][1400/3757] lr: 4.3879e-02 eta: 1 day, 15:09:35 time: 0.3241 data_time: 0.0194 memory: 9201 grad_norm: 3.0512 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8269 loss: 2.8269 2022/08/15 06:25:40 - mmengine - INFO - Epoch(train) [139][1500/3757] lr: 4.3879e-02 eta: 1 day, 15:09:03 time: 0.3248 data_time: 0.0181 memory: 9201 grad_norm: 3.0001 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5932 loss: 2.5932 2022/08/15 06:25:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 06:26:13 - mmengine - INFO - Epoch(train) [139][1600/3757] lr: 4.3879e-02 eta: 1 day, 15:08:32 time: 0.3221 data_time: 0.0175 memory: 9201 grad_norm: 3.0662 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6307 loss: 2.6307 2022/08/15 06:26:46 - mmengine - INFO - Epoch(train) [139][1700/3757] lr: 4.3879e-02 eta: 1 day, 15:08:00 time: 0.3235 data_time: 0.0179 memory: 9201 grad_norm: 2.9709 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.8091 loss: 2.8091 2022/08/15 06:27:18 - mmengine - INFO - Epoch(train) [139][1800/3757] lr: 4.3879e-02 eta: 1 day, 15:07:29 time: 0.3340 data_time: 0.0179 memory: 9201 grad_norm: 2.9566 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0341 loss: 3.0341 2022/08/15 06:27:51 - mmengine - INFO - Epoch(train) [139][1900/3757] lr: 4.3879e-02 eta: 1 day, 15:06:57 time: 0.3219 data_time: 0.0166 memory: 9201 grad_norm: 2.9153 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4117 loss: 2.4117 2022/08/15 06:28:23 - mmengine - INFO - Epoch(train) [139][2000/3757] lr: 4.3879e-02 eta: 1 day, 15:06:26 time: 0.3242 data_time: 0.0186 memory: 9201 grad_norm: 2.9696 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5310 loss: 2.5310 2022/08/15 06:28:56 - mmengine - INFO - Epoch(train) [139][2100/3757] lr: 4.3879e-02 eta: 1 day, 15:05:54 time: 0.3229 data_time: 0.0171 memory: 9201 grad_norm: 3.0155 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.6002 loss: 2.6002 2022/08/15 06:29:28 - mmengine - INFO - Epoch(train) [139][2200/3757] lr: 4.3879e-02 eta: 1 day, 15:05:23 time: 0.3211 data_time: 0.0168 memory: 9201 grad_norm: 2.9835 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7195 loss: 2.7195 2022/08/15 06:30:01 - mmengine - INFO - Epoch(train) [139][2300/3757] lr: 4.3879e-02 eta: 1 day, 15:04:51 time: 0.3256 data_time: 0.0172 memory: 9201 grad_norm: 2.9683 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7197 loss: 2.7197 2022/08/15 06:30:33 - mmengine - INFO - Epoch(train) [139][2400/3757] lr: 4.3879e-02 eta: 1 day, 15:04:20 time: 0.3208 data_time: 0.0164 memory: 9201 grad_norm: 3.1289 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7751 loss: 2.7751 2022/08/15 06:31:06 - mmengine - INFO - Epoch(train) [139][2500/3757] lr: 4.3879e-02 eta: 1 day, 15:03:48 time: 0.3227 data_time: 0.0175 memory: 9201 grad_norm: 3.0191 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.6243 loss: 2.6243 2022/08/15 06:31:17 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 06:31:38 - mmengine - INFO - Epoch(train) [139][2600/3757] lr: 4.3879e-02 eta: 1 day, 15:03:17 time: 0.3267 data_time: 0.0177 memory: 9201 grad_norm: 2.9172 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7173 loss: 2.7173 2022/08/15 06:32:11 - mmengine - INFO - Epoch(train) [139][2700/3757] lr: 4.3879e-02 eta: 1 day, 15:02:45 time: 0.3223 data_time: 0.0174 memory: 9201 grad_norm: 3.0116 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6983 loss: 2.6983 2022/08/15 06:32:43 - mmengine - INFO - Epoch(train) [139][2800/3757] lr: 4.3879e-02 eta: 1 day, 15:02:14 time: 0.3228 data_time: 0.0170 memory: 9201 grad_norm: 3.0603 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6738 loss: 2.6738 2022/08/15 06:33:16 - mmengine - INFO - Epoch(train) [139][2900/3757] lr: 4.3879e-02 eta: 1 day, 15:01:42 time: 0.3229 data_time: 0.0171 memory: 9201 grad_norm: 3.0282 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7707 loss: 2.7707 2022/08/15 06:33:49 - mmengine - INFO - Epoch(train) [139][3000/3757] lr: 4.3879e-02 eta: 1 day, 15:01:11 time: 0.3237 data_time: 0.0180 memory: 9201 grad_norm: 3.0983 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4553 loss: 2.4553 2022/08/15 06:34:21 - mmengine - INFO - Epoch(train) [139][3100/3757] lr: 4.3879e-02 eta: 1 day, 15:00:39 time: 0.3227 data_time: 0.0178 memory: 9201 grad_norm: 3.0590 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0128 loss: 3.0128 2022/08/15 06:34:54 - mmengine - INFO - Epoch(train) [139][3200/3757] lr: 4.3879e-02 eta: 1 day, 15:00:08 time: 0.3228 data_time: 0.0162 memory: 9201 grad_norm: 2.9321 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6490 loss: 2.6490 2022/08/15 06:35:27 - mmengine - INFO - Epoch(train) [139][3300/3757] lr: 4.3879e-02 eta: 1 day, 14:59:37 time: 0.3236 data_time: 0.0174 memory: 9201 grad_norm: 3.0866 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6909 loss: 2.6909 2022/08/15 06:35:59 - mmengine - INFO - Epoch(train) [139][3400/3757] lr: 4.3879e-02 eta: 1 day, 14:59:05 time: 0.3242 data_time: 0.0185 memory: 9201 grad_norm: 3.0266 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6007 loss: 2.6007 2022/08/15 06:36:32 - mmengine - INFO - Epoch(train) [139][3500/3757] lr: 4.3879e-02 eta: 1 day, 14:58:34 time: 0.3223 data_time: 0.0171 memory: 9201 grad_norm: 3.0528 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6356 loss: 2.6356 2022/08/15 06:36:43 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 06:37:04 - mmengine - INFO - Epoch(train) [139][3600/3757] lr: 4.3879e-02 eta: 1 day, 14:58:02 time: 0.3226 data_time: 0.0167 memory: 9201 grad_norm: 2.9500 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7014 loss: 2.7014 2022/08/15 06:37:37 - mmengine - INFO - Epoch(train) [139][3700/3757] lr: 4.3879e-02 eta: 1 day, 14:57:31 time: 0.3238 data_time: 0.0186 memory: 9201 grad_norm: 3.1207 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7144 loss: 2.7144 2022/08/15 06:37:55 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 06:37:55 - mmengine - INFO - Epoch(train) [139][3757/3757] lr: 4.3879e-02 eta: 1 day, 14:57:18 time: 0.3053 data_time: 0.0168 memory: 9201 grad_norm: 3.0132 top1_acc: 0.8571 top5_acc: 0.8571 loss_cls: 2.3239 loss: 2.3239 2022/08/15 06:38:30 - mmengine - INFO - Epoch(train) [140][100/3757] lr: 4.3271e-02 eta: 1 day, 14:56:38 time: 0.3219 data_time: 0.0180 memory: 9201 grad_norm: 3.0098 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3456 loss: 2.3456 2022/08/15 06:39:02 - mmengine - INFO - Epoch(train) [140][200/3757] lr: 4.3271e-02 eta: 1 day, 14:56:07 time: 0.3258 data_time: 0.0181 memory: 9201 grad_norm: 3.1277 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4968 loss: 2.4968 2022/08/15 06:39:35 - mmengine - INFO - Epoch(train) [140][300/3757] lr: 4.3271e-02 eta: 1 day, 14:55:35 time: 0.3212 data_time: 0.0167 memory: 9201 grad_norm: 3.0470 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4852 loss: 2.4852 2022/08/15 06:40:07 - mmengine - INFO - Epoch(train) [140][400/3757] lr: 4.3271e-02 eta: 1 day, 14:55:04 time: 0.3225 data_time: 0.0181 memory: 9201 grad_norm: 3.1174 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5380 loss: 2.5380 2022/08/15 06:40:40 - mmengine - INFO - Epoch(train) [140][500/3757] lr: 4.3271e-02 eta: 1 day, 14:54:32 time: 0.3229 data_time: 0.0181 memory: 9201 grad_norm: 3.1096 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5655 loss: 2.5655 2022/08/15 06:41:12 - mmengine - INFO - Epoch(train) [140][600/3757] lr: 4.3271e-02 eta: 1 day, 14:54:01 time: 0.3243 data_time: 0.0187 memory: 9201 grad_norm: 2.9727 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5823 loss: 2.5823 2022/08/15 06:41:45 - mmengine - INFO - Epoch(train) [140][700/3757] lr: 4.3271e-02 eta: 1 day, 14:53:29 time: 0.3222 data_time: 0.0181 memory: 9201 grad_norm: 3.0953 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4955 loss: 2.4955 2022/08/15 06:42:10 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 06:42:17 - mmengine - INFO - Epoch(train) [140][800/3757] lr: 4.3271e-02 eta: 1 day, 14:52:58 time: 0.3225 data_time: 0.0178 memory: 9201 grad_norm: 3.0116 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4103 loss: 2.4103 2022/08/15 06:42:50 - mmengine - INFO - Epoch(train) [140][900/3757] lr: 4.3271e-02 eta: 1 day, 14:52:26 time: 0.3227 data_time: 0.0179 memory: 9201 grad_norm: 2.9621 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8330 loss: 2.8330 2022/08/15 06:43:22 - mmengine - INFO - Epoch(train) [140][1000/3757] lr: 4.3271e-02 eta: 1 day, 14:51:55 time: 0.3226 data_time: 0.0169 memory: 9201 grad_norm: 2.9796 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7673 loss: 2.7673 2022/08/15 06:43:55 - mmengine - INFO - Epoch(train) [140][1100/3757] lr: 4.3271e-02 eta: 1 day, 14:51:23 time: 0.3237 data_time: 0.0181 memory: 9201 grad_norm: 3.0093 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6440 loss: 2.6440 2022/08/15 06:44:28 - mmengine - INFO - Epoch(train) [140][1200/3757] lr: 4.3271e-02 eta: 1 day, 14:50:52 time: 0.3234 data_time: 0.0171 memory: 9201 grad_norm: 3.0527 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9134 loss: 2.9134 2022/08/15 06:45:00 - mmengine - INFO - Epoch(train) [140][1300/3757] lr: 4.3271e-02 eta: 1 day, 14:50:20 time: 0.3261 data_time: 0.0184 memory: 9201 grad_norm: 3.0464 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.5127 loss: 2.5127 2022/08/15 06:45:33 - mmengine - INFO - Epoch(train) [140][1400/3757] lr: 4.3271e-02 eta: 1 day, 14:49:49 time: 0.3246 data_time: 0.0191 memory: 9201 grad_norm: 3.0160 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.6666 loss: 2.6666 2022/08/15 06:46:05 - mmengine - INFO - Epoch(train) [140][1500/3757] lr: 4.3271e-02 eta: 1 day, 14:49:17 time: 0.3215 data_time: 0.0174 memory: 9201 grad_norm: 3.0256 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6670 loss: 2.6670 2022/08/15 06:46:38 - mmengine - INFO - Epoch(train) [140][1600/3757] lr: 4.3271e-02 eta: 1 day, 14:48:46 time: 0.3234 data_time: 0.0177 memory: 9201 grad_norm: 2.9639 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3098 loss: 2.3098 2022/08/15 06:47:10 - mmengine - INFO - Epoch(train) [140][1700/3757] lr: 4.3271e-02 eta: 1 day, 14:48:14 time: 0.3236 data_time: 0.0178 memory: 9201 grad_norm: 2.9952 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4878 loss: 2.4878 2022/08/15 06:47:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 06:47:43 - mmengine - INFO - Epoch(train) [140][1800/3757] lr: 4.3271e-02 eta: 1 day, 14:47:43 time: 0.3226 data_time: 0.0180 memory: 9201 grad_norm: 3.0327 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9855 loss: 2.9855 2022/08/15 06:48:15 - mmengine - INFO - Epoch(train) [140][1900/3757] lr: 4.3271e-02 eta: 1 day, 14:47:11 time: 0.3245 data_time: 0.0181 memory: 9201 grad_norm: 3.0548 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5714 loss: 2.5714 2022/08/15 06:48:48 - mmengine - INFO - Epoch(train) [140][2000/3757] lr: 4.3271e-02 eta: 1 day, 14:46:40 time: 0.3240 data_time: 0.0179 memory: 9201 grad_norm: 3.0555 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4443 loss: 2.4443 2022/08/15 06:49:20 - mmengine - INFO - Epoch(train) [140][2100/3757] lr: 4.3271e-02 eta: 1 day, 14:46:08 time: 0.3216 data_time: 0.0175 memory: 9201 grad_norm: 2.9871 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8372 loss: 2.8372 2022/08/15 06:49:53 - mmengine - INFO - Epoch(train) [140][2200/3757] lr: 4.3271e-02 eta: 1 day, 14:45:37 time: 0.3242 data_time: 0.0185 memory: 9201 grad_norm: 3.0329 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6055 loss: 2.6055 2022/08/15 06:50:25 - mmengine - INFO - Epoch(train) [140][2300/3757] lr: 4.3271e-02 eta: 1 day, 14:45:05 time: 0.3227 data_time: 0.0169 memory: 9201 grad_norm: 2.9601 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4600 loss: 2.4600 2022/08/15 06:50:58 - mmengine - INFO - Epoch(train) [140][2400/3757] lr: 4.3271e-02 eta: 1 day, 14:44:34 time: 0.3230 data_time: 0.0180 memory: 9201 grad_norm: 2.9830 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6593 loss: 2.6593 2022/08/15 06:51:31 - mmengine - INFO - Epoch(train) [140][2500/3757] lr: 4.3271e-02 eta: 1 day, 14:44:02 time: 0.3249 data_time: 0.0201 memory: 9201 grad_norm: 2.9842 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5772 loss: 2.5772 2022/08/15 06:52:03 - mmengine - INFO - Epoch(train) [140][2600/3757] lr: 4.3271e-02 eta: 1 day, 14:43:31 time: 0.3244 data_time: 0.0184 memory: 9201 grad_norm: 3.0745 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5159 loss: 2.5159 2022/08/15 06:52:36 - mmengine - INFO - Epoch(train) [140][2700/3757] lr: 4.3271e-02 eta: 1 day, 14:42:59 time: 0.3211 data_time: 0.0178 memory: 9201 grad_norm: 2.9644 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7375 loss: 2.7375 2022/08/15 06:53:01 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 06:53:08 - mmengine - INFO - Epoch(train) [140][2800/3757] lr: 4.3271e-02 eta: 1 day, 14:42:28 time: 0.3221 data_time: 0.0169 memory: 9201 grad_norm: 3.0175 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4943 loss: 2.4943 2022/08/15 06:53:41 - mmengine - INFO - Epoch(train) [140][2900/3757] lr: 4.3271e-02 eta: 1 day, 14:41:56 time: 0.3237 data_time: 0.0182 memory: 9201 grad_norm: 3.0139 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7994 loss: 2.7994 2022/08/15 06:54:13 - mmengine - INFO - Epoch(train) [140][3000/3757] lr: 4.3271e-02 eta: 1 day, 14:41:25 time: 0.3225 data_time: 0.0176 memory: 9201 grad_norm: 3.1199 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6947 loss: 2.6947 2022/08/15 06:54:46 - mmengine - INFO - Epoch(train) [140][3100/3757] lr: 4.3271e-02 eta: 1 day, 14:40:53 time: 0.3231 data_time: 0.0184 memory: 9201 grad_norm: 3.0942 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5485 loss: 2.5485 2022/08/15 06:55:18 - mmengine - INFO - Epoch(train) [140][3200/3757] lr: 4.3271e-02 eta: 1 day, 14:40:22 time: 0.3207 data_time: 0.0168 memory: 9201 grad_norm: 3.0433 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9611 loss: 2.9611 2022/08/15 06:55:51 - mmengine - INFO - Epoch(train) [140][3300/3757] lr: 4.3271e-02 eta: 1 day, 14:39:50 time: 0.3226 data_time: 0.0179 memory: 9201 grad_norm: 2.9635 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4845 loss: 2.4845 2022/08/15 06:56:23 - mmengine - INFO - Epoch(train) [140][3400/3757] lr: 4.3271e-02 eta: 1 day, 14:39:19 time: 0.3245 data_time: 0.0181 memory: 9201 grad_norm: 3.1050 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7270 loss: 2.7270 2022/08/15 06:56:56 - mmengine - INFO - Epoch(train) [140][3500/3757] lr: 4.3271e-02 eta: 1 day, 14:38:47 time: 0.3231 data_time: 0.0172 memory: 9201 grad_norm: 3.0020 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6995 loss: 2.6995 2022/08/15 06:57:29 - mmengine - INFO - Epoch(train) [140][3600/3757] lr: 4.3271e-02 eta: 1 day, 14:38:16 time: 0.3252 data_time: 0.0180 memory: 9201 grad_norm: 3.0397 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7769 loss: 2.7769 2022/08/15 06:58:01 - mmengine - INFO - Epoch(train) [140][3700/3757] lr: 4.3271e-02 eta: 1 day, 14:37:44 time: 0.3248 data_time: 0.0186 memory: 9201 grad_norm: 3.0309 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4892 loss: 2.4892 2022/08/15 06:58:19 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 06:58:19 - mmengine - INFO - Epoch(train) [140][3757/3757] lr: 4.3271e-02 eta: 1 day, 14:37:32 time: 0.3086 data_time: 0.0160 memory: 9201 grad_norm: 3.0331 top1_acc: 0.4286 top5_acc: 0.8571 loss_cls: 2.6421 loss: 2.6421 2022/08/15 06:58:20 - mmengine - INFO - Saving checkpoint at 140 epochs 2022/08/15 06:58:46 - mmengine - INFO - Epoch(val) [140][100/310] eta: 0:00:47 time: 0.2255 data_time: 0.1123 memory: 1522 2022/08/15 06:59:07 - mmengine - INFO - Epoch(val) [140][200/310] eta: 0:00:21 time: 0.1957 data_time: 0.0855 memory: 1522 2022/08/15 06:59:27 - mmengine - INFO - Epoch(val) [140][300/310] eta: 0:00:01 time: 0.1625 data_time: 0.0670 memory: 1522 2022/08/15 06:59:29 - mmengine - INFO - Epoch(val) [140][310/310] acc/top1: 0.4775 acc/top5: 0.7418 acc/mean1: 0.4773 2022/08/15 06:59:29 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb/best_acc/top1_epoch_136.pth is removed 2022/08/15 06:59:32 - mmengine - INFO - The best checkpoint with 0.4775 acc/top1 at 141 epoch is saved to best_acc/top1_epoch_141.pth. 2022/08/15 06:59:39 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 07:00:05 - mmengine - INFO - Epoch(train) [141][100/3757] lr: 4.2663e-02 eta: 1 day, 14:36:51 time: 0.3223 data_time: 0.0170 memory: 9201 grad_norm: 3.0584 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6102 loss: 2.6102 2022/08/15 07:00:38 - mmengine - INFO - Epoch(train) [141][200/3757] lr: 4.2663e-02 eta: 1 day, 14:36:19 time: 0.3211 data_time: 0.0170 memory: 9201 grad_norm: 3.0493 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.0163 loss: 3.0163 2022/08/15 07:01:10 - mmengine - INFO - Epoch(train) [141][300/3757] lr: 4.2663e-02 eta: 1 day, 14:35:48 time: 0.3267 data_time: 0.0179 memory: 9201 grad_norm: 3.0760 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7588 loss: 2.7588 2022/08/15 07:01:43 - mmengine - INFO - Epoch(train) [141][400/3757] lr: 4.2663e-02 eta: 1 day, 14:35:16 time: 0.3245 data_time: 0.0182 memory: 9201 grad_norm: 3.1013 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7250 loss: 2.7250 2022/08/15 07:02:15 - mmengine - INFO - Epoch(train) [141][500/3757] lr: 4.2663e-02 eta: 1 day, 14:34:45 time: 0.3219 data_time: 0.0169 memory: 9201 grad_norm: 3.0331 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6987 loss: 2.6987 2022/08/15 07:02:48 - mmengine - INFO - Epoch(train) [141][600/3757] lr: 4.2663e-02 eta: 1 day, 14:34:13 time: 0.3232 data_time: 0.0175 memory: 9201 grad_norm: 3.0621 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.4857 loss: 2.4857 2022/08/15 07:03:21 - mmengine - INFO - Epoch(train) [141][700/3757] lr: 4.2663e-02 eta: 1 day, 14:33:42 time: 0.3234 data_time: 0.0173 memory: 9201 grad_norm: 3.0747 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4536 loss: 2.4536 2022/08/15 07:03:53 - mmengine - INFO - Epoch(train) [141][800/3757] lr: 4.2663e-02 eta: 1 day, 14:33:10 time: 0.3283 data_time: 0.0178 memory: 9201 grad_norm: 3.0853 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.5232 loss: 2.5232 2022/08/15 07:04:26 - mmengine - INFO - Epoch(train) [141][900/3757] lr: 4.2663e-02 eta: 1 day, 14:32:39 time: 0.3226 data_time: 0.0168 memory: 9201 grad_norm: 3.1242 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3633 loss: 2.3633 2022/08/15 07:04:58 - mmengine - INFO - Epoch(train) [141][1000/3757] lr: 4.2663e-02 eta: 1 day, 14:32:07 time: 0.3221 data_time: 0.0168 memory: 9201 grad_norm: 3.1215 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.5463 loss: 2.5463 2022/08/15 07:05:05 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 07:05:31 - mmengine - INFO - Epoch(train) [141][1100/3757] lr: 4.2663e-02 eta: 1 day, 14:31:36 time: 0.3220 data_time: 0.0171 memory: 9201 grad_norm: 3.1001 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.8987 loss: 2.8987 2022/08/15 07:06:03 - mmengine - INFO - Epoch(train) [141][1200/3757] lr: 4.2663e-02 eta: 1 day, 14:31:04 time: 0.3233 data_time: 0.0197 memory: 9201 grad_norm: 3.0131 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7212 loss: 2.7212 2022/08/15 07:06:36 - mmengine - INFO - Epoch(train) [141][1300/3757] lr: 4.2663e-02 eta: 1 day, 14:30:33 time: 0.3222 data_time: 0.0171 memory: 9201 grad_norm: 2.9812 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4960 loss: 2.4960 2022/08/15 07:07:08 - mmengine - INFO - Epoch(train) [141][1400/3757] lr: 4.2663e-02 eta: 1 day, 14:30:01 time: 0.3236 data_time: 0.0169 memory: 9201 grad_norm: 3.0238 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4738 loss: 2.4738 2022/08/15 07:07:41 - mmengine - INFO - Epoch(train) [141][1500/3757] lr: 4.2663e-02 eta: 1 day, 14:29:30 time: 0.3254 data_time: 0.0189 memory: 9201 grad_norm: 3.0434 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6294 loss: 2.6294 2022/08/15 07:08:13 - mmengine - INFO - Epoch(train) [141][1600/3757] lr: 4.2663e-02 eta: 1 day, 14:28:58 time: 0.3277 data_time: 0.0172 memory: 9201 grad_norm: 3.0263 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7662 loss: 2.7662 2022/08/15 07:08:46 - mmengine - INFO - Epoch(train) [141][1700/3757] lr: 4.2663e-02 eta: 1 day, 14:28:27 time: 0.3239 data_time: 0.0175 memory: 9201 grad_norm: 3.0530 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6690 loss: 2.6690 2022/08/15 07:09:18 - mmengine - INFO - Epoch(train) [141][1800/3757] lr: 4.2663e-02 eta: 1 day, 14:27:55 time: 0.3222 data_time: 0.0175 memory: 9201 grad_norm: 3.1202 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4477 loss: 2.4477 2022/08/15 07:09:51 - mmengine - INFO - Epoch(train) [141][1900/3757] lr: 4.2663e-02 eta: 1 day, 14:27:24 time: 0.3231 data_time: 0.0179 memory: 9201 grad_norm: 3.0036 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7638 loss: 2.7638 2022/08/15 07:10:24 - mmengine - INFO - Epoch(train) [141][2000/3757] lr: 4.2663e-02 eta: 1 day, 14:26:52 time: 0.3246 data_time: 0.0179 memory: 9201 grad_norm: 3.0352 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.7111 loss: 2.7111 2022/08/15 07:10:30 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 07:10:56 - mmengine - INFO - Epoch(train) [141][2100/3757] lr: 4.2663e-02 eta: 1 day, 14:26:21 time: 0.3239 data_time: 0.0197 memory: 9201 grad_norm: 2.9780 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4914 loss: 2.4914 2022/08/15 07:11:29 - mmengine - INFO - Epoch(train) [141][2200/3757] lr: 4.2663e-02 eta: 1 day, 14:25:49 time: 0.3231 data_time: 0.0178 memory: 9201 grad_norm: 3.0148 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5503 loss: 2.5503 2022/08/15 07:12:01 - mmengine - INFO - Epoch(train) [141][2300/3757] lr: 4.2663e-02 eta: 1 day, 14:25:18 time: 0.3232 data_time: 0.0179 memory: 9201 grad_norm: 3.0916 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6069 loss: 2.6069 2022/08/15 07:12:34 - mmengine - INFO - Epoch(train) [141][2400/3757] lr: 4.2663e-02 eta: 1 day, 14:24:46 time: 0.3270 data_time: 0.0179 memory: 9201 grad_norm: 3.1782 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5135 loss: 2.5135 2022/08/15 07:13:07 - mmengine - INFO - Epoch(train) [141][2500/3757] lr: 4.2663e-02 eta: 1 day, 14:24:15 time: 0.3224 data_time: 0.0179 memory: 9201 grad_norm: 3.0691 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4391 loss: 2.4391 2022/08/15 07:13:39 - mmengine - INFO - Epoch(train) [141][2600/3757] lr: 4.2663e-02 eta: 1 day, 14:23:43 time: 0.3226 data_time: 0.0167 memory: 9201 grad_norm: 3.0564 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4289 loss: 2.4289 2022/08/15 07:14:12 - mmengine - INFO - Epoch(train) [141][2700/3757] lr: 4.2663e-02 eta: 1 day, 14:23:12 time: 0.3228 data_time: 0.0178 memory: 9201 grad_norm: 2.9134 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.3111 loss: 2.3111 2022/08/15 07:14:44 - mmengine - INFO - Epoch(train) [141][2800/3757] lr: 4.2663e-02 eta: 1 day, 14:22:40 time: 0.3237 data_time: 0.0183 memory: 9201 grad_norm: 3.0121 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5704 loss: 2.5704 2022/08/15 07:15:17 - mmengine - INFO - Epoch(train) [141][2900/3757] lr: 4.2663e-02 eta: 1 day, 14:22:09 time: 0.3237 data_time: 0.0181 memory: 9201 grad_norm: 3.0419 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4520 loss: 2.4520 2022/08/15 07:15:49 - mmengine - INFO - Epoch(train) [141][3000/3757] lr: 4.2663e-02 eta: 1 day, 14:21:37 time: 0.3224 data_time: 0.0178 memory: 9201 grad_norm: 3.0155 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5119 loss: 2.5119 2022/08/15 07:15:56 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 07:16:22 - mmengine - INFO - Epoch(train) [141][3100/3757] lr: 4.2663e-02 eta: 1 day, 14:21:06 time: 0.3223 data_time: 0.0178 memory: 9201 grad_norm: 3.1275 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7402 loss: 2.7402 2022/08/15 07:16:54 - mmengine - INFO - Epoch(train) [141][3200/3757] lr: 4.2663e-02 eta: 1 day, 14:20:34 time: 0.3222 data_time: 0.0176 memory: 9201 grad_norm: 3.0744 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.6814 loss: 2.6814 2022/08/15 07:17:27 - mmengine - INFO - Epoch(train) [141][3300/3757] lr: 4.2663e-02 eta: 1 day, 14:20:03 time: 0.3219 data_time: 0.0164 memory: 9201 grad_norm: 3.0680 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5241 loss: 2.5241 2022/08/15 07:17:59 - mmengine - INFO - Epoch(train) [141][3400/3757] lr: 4.2663e-02 eta: 1 day, 14:19:31 time: 0.3237 data_time: 0.0173 memory: 9201 grad_norm: 2.9928 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7944 loss: 2.7944 2022/08/15 07:18:32 - mmengine - INFO - Epoch(train) [141][3500/3757] lr: 4.2663e-02 eta: 1 day, 14:19:00 time: 0.3237 data_time: 0.0172 memory: 9201 grad_norm: 3.0185 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6956 loss: 2.6956 2022/08/15 07:19:04 - mmengine - INFO - Epoch(train) [141][3600/3757] lr: 4.2663e-02 eta: 1 day, 14:18:28 time: 0.3230 data_time: 0.0170 memory: 9201 grad_norm: 3.0185 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6617 loss: 2.6617 2022/08/15 07:19:37 - mmengine - INFO - Epoch(train) [141][3700/3757] lr: 4.2663e-02 eta: 1 day, 14:17:57 time: 0.3218 data_time: 0.0169 memory: 9201 grad_norm: 3.0607 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6214 loss: 2.6214 2022/08/15 07:19:55 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 07:19:55 - mmengine - INFO - Epoch(train) [141][3757/3757] lr: 4.2663e-02 eta: 1 day, 14:17:44 time: 0.3080 data_time: 0.0164 memory: 9201 grad_norm: 3.0048 top1_acc: 0.2857 top5_acc: 0.5714 loss_cls: 2.5673 loss: 2.5673 2022/08/15 07:20:30 - mmengine - INFO - Epoch(train) [142][100/3757] lr: 4.2057e-02 eta: 1 day, 14:17:04 time: 0.3222 data_time: 0.0180 memory: 9201 grad_norm: 2.9937 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6301 loss: 2.6301 2022/08/15 07:21:02 - mmengine - INFO - Epoch(train) [142][200/3757] lr: 4.2057e-02 eta: 1 day, 14:16:33 time: 0.3262 data_time: 0.0174 memory: 9201 grad_norm: 2.9895 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7658 loss: 2.7658 2022/08/15 07:21:23 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 07:21:35 - mmengine - INFO - Epoch(train) [142][300/3757] lr: 4.2057e-02 eta: 1 day, 14:16:01 time: 0.3251 data_time: 0.0179 memory: 9201 grad_norm: 3.0847 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4275 loss: 2.4275 2022/08/15 07:22:07 - mmengine - INFO - Epoch(train) [142][400/3757] lr: 4.2057e-02 eta: 1 day, 14:15:30 time: 0.3232 data_time: 0.0180 memory: 9201 grad_norm: 3.0090 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5976 loss: 2.5976 2022/08/15 07:22:40 - mmengine - INFO - Epoch(train) [142][500/3757] lr: 4.2057e-02 eta: 1 day, 14:14:58 time: 0.3226 data_time: 0.0175 memory: 9201 grad_norm: 2.8952 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2335 loss: 2.2335 2022/08/15 07:23:12 - mmengine - INFO - Epoch(train) [142][600/3757] lr: 4.2057e-02 eta: 1 day, 14:14:27 time: 0.3227 data_time: 0.0169 memory: 9201 grad_norm: 3.0153 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7671 loss: 2.7671 2022/08/15 07:23:45 - mmengine - INFO - Epoch(train) [142][700/3757] lr: 4.2057e-02 eta: 1 day, 14:13:55 time: 0.3250 data_time: 0.0169 memory: 9201 grad_norm: 3.0923 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3725 loss: 2.3725 2022/08/15 07:24:17 - mmengine - INFO - Epoch(train) [142][800/3757] lr: 4.2057e-02 eta: 1 day, 14:13:24 time: 0.3201 data_time: 0.0164 memory: 9201 grad_norm: 2.9794 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8093 loss: 2.8093 2022/08/15 07:24:50 - mmengine - INFO - Epoch(train) [142][900/3757] lr: 4.2057e-02 eta: 1 day, 14:12:52 time: 0.3234 data_time: 0.0182 memory: 9201 grad_norm: 3.1470 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.7062 loss: 2.7062 2022/08/15 07:25:23 - mmengine - INFO - Epoch(train) [142][1000/3757] lr: 4.2057e-02 eta: 1 day, 14:12:21 time: 0.3242 data_time: 0.0176 memory: 9201 grad_norm: 3.0715 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.5658 loss: 2.5658 2022/08/15 07:25:55 - mmengine - INFO - Epoch(train) [142][1100/3757] lr: 4.2057e-02 eta: 1 day, 14:11:49 time: 0.3254 data_time: 0.0188 memory: 9201 grad_norm: 3.1838 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3865 loss: 2.3865 2022/08/15 07:26:28 - mmengine - INFO - Epoch(train) [142][1200/3757] lr: 4.2057e-02 eta: 1 day, 14:11:18 time: 0.3216 data_time: 0.0177 memory: 9201 grad_norm: 3.0760 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6371 loss: 2.6371 2022/08/15 07:26:48 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 07:27:00 - mmengine - INFO - Epoch(train) [142][1300/3757] lr: 4.2057e-02 eta: 1 day, 14:10:46 time: 0.3232 data_time: 0.0167 memory: 9201 grad_norm: 2.9437 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4976 loss: 2.4976 2022/08/15 07:27:33 - mmengine - INFO - Epoch(train) [142][1400/3757] lr: 4.2057e-02 eta: 1 day, 14:10:15 time: 0.3254 data_time: 0.0184 memory: 9201 grad_norm: 3.0188 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.4938 loss: 2.4938 2022/08/15 07:28:05 - mmengine - INFO - Epoch(train) [142][1500/3757] lr: 4.2057e-02 eta: 1 day, 14:09:43 time: 0.3227 data_time: 0.0178 memory: 9201 grad_norm: 3.1028 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7151 loss: 2.7151 2022/08/15 07:28:38 - mmengine - INFO - Epoch(train) [142][1600/3757] lr: 4.2057e-02 eta: 1 day, 14:09:12 time: 0.3235 data_time: 0.0181 memory: 9201 grad_norm: 3.1103 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.5945 loss: 2.5945 2022/08/15 07:29:11 - mmengine - INFO - Epoch(train) [142][1700/3757] lr: 4.2057e-02 eta: 1 day, 14:08:40 time: 0.3226 data_time: 0.0177 memory: 9201 grad_norm: 3.0326 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.6615 loss: 2.6615 2022/08/15 07:29:43 - mmengine - INFO - Epoch(train) [142][1800/3757] lr: 4.2057e-02 eta: 1 day, 14:08:09 time: 0.3242 data_time: 0.0176 memory: 9201 grad_norm: 2.9404 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4785 loss: 2.4785 2022/08/15 07:30:16 - mmengine - INFO - Epoch(train) [142][1900/3757] lr: 4.2057e-02 eta: 1 day, 14:07:37 time: 0.3225 data_time: 0.0184 memory: 9201 grad_norm: 3.0555 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4166 loss: 2.4166 2022/08/15 07:30:49 - mmengine - INFO - Epoch(train) [142][2000/3757] lr: 4.2057e-02 eta: 1 day, 14:07:06 time: 0.3220 data_time: 0.0176 memory: 9201 grad_norm: 3.0400 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6046 loss: 2.6046 2022/08/15 07:31:21 - mmengine - INFO - Epoch(train) [142][2100/3757] lr: 4.2057e-02 eta: 1 day, 14:06:34 time: 0.3225 data_time: 0.0178 memory: 9201 grad_norm: 3.1712 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5356 loss: 2.5356 2022/08/15 07:31:54 - mmengine - INFO - Epoch(train) [142][2200/3757] lr: 4.2057e-02 eta: 1 day, 14:06:03 time: 0.3231 data_time: 0.0178 memory: 9201 grad_norm: 2.9666 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6189 loss: 2.6189 2022/08/15 07:32:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 07:32:26 - mmengine - INFO - Epoch(train) [142][2300/3757] lr: 4.2057e-02 eta: 1 day, 14:05:31 time: 0.3273 data_time: 0.0194 memory: 9201 grad_norm: 3.0896 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.5111 loss: 2.5111 2022/08/15 07:32:59 - mmengine - INFO - Epoch(train) [142][2400/3757] lr: 4.2057e-02 eta: 1 day, 14:05:00 time: 0.3228 data_time: 0.0176 memory: 9201 grad_norm: 2.9872 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.4371 loss: 2.4371 2022/08/15 07:33:31 - mmengine - INFO - Epoch(train) [142][2500/3757] lr: 4.2057e-02 eta: 1 day, 14:04:28 time: 0.3216 data_time: 0.0171 memory: 9201 grad_norm: 3.0348 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7369 loss: 2.7369 2022/08/15 07:34:04 - mmengine - INFO - Epoch(train) [142][2600/3757] lr: 4.2057e-02 eta: 1 day, 14:03:57 time: 0.3286 data_time: 0.0189 memory: 9201 grad_norm: 3.0072 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7822 loss: 2.7822 2022/08/15 07:34:37 - mmengine - INFO - Epoch(train) [142][2700/3757] lr: 4.2057e-02 eta: 1 day, 14:03:25 time: 0.3215 data_time: 0.0179 memory: 9201 grad_norm: 2.9950 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4719 loss: 2.4719 2022/08/15 07:35:09 - mmengine - INFO - Epoch(train) [142][2800/3757] lr: 4.2057e-02 eta: 1 day, 14:02:54 time: 0.3227 data_time: 0.0175 memory: 9201 grad_norm: 3.0730 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5010 loss: 2.5010 2022/08/15 07:35:42 - mmengine - INFO - Epoch(train) [142][2900/3757] lr: 4.2057e-02 eta: 1 day, 14:02:22 time: 0.3230 data_time: 0.0180 memory: 9201 grad_norm: 3.0289 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5540 loss: 2.5540 2022/08/15 07:36:14 - mmengine - INFO - Epoch(train) [142][3000/3757] lr: 4.2057e-02 eta: 1 day, 14:01:51 time: 0.3227 data_time: 0.0176 memory: 9201 grad_norm: 3.1831 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4263 loss: 2.4263 2022/08/15 07:36:47 - mmengine - INFO - Epoch(train) [142][3100/3757] lr: 4.2057e-02 eta: 1 day, 14:01:19 time: 0.3279 data_time: 0.0174 memory: 9201 grad_norm: 3.1785 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4266 loss: 2.4266 2022/08/15 07:37:19 - mmengine - INFO - Epoch(train) [142][3200/3757] lr: 4.2057e-02 eta: 1 day, 14:00:48 time: 0.3219 data_time: 0.0174 memory: 9201 grad_norm: 3.0740 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3756 loss: 2.3756 2022/08/15 07:37:40 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 07:37:52 - mmengine - INFO - Epoch(train) [142][3300/3757] lr: 4.2057e-02 eta: 1 day, 14:00:16 time: 0.3238 data_time: 0.0182 memory: 9201 grad_norm: 3.0553 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.6490 loss: 2.6490 2022/08/15 07:38:25 - mmengine - INFO - Epoch(train) [142][3400/3757] lr: 4.2057e-02 eta: 1 day, 13:59:45 time: 0.3251 data_time: 0.0188 memory: 9201 grad_norm: 3.0257 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7060 loss: 2.7060 2022/08/15 07:38:57 - mmengine - INFO - Epoch(train) [142][3500/3757] lr: 4.2057e-02 eta: 1 day, 13:59:13 time: 0.3216 data_time: 0.0177 memory: 9201 grad_norm: 3.0463 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7267 loss: 2.7267 2022/08/15 07:39:30 - mmengine - INFO - Epoch(train) [142][3600/3757] lr: 4.2057e-02 eta: 1 day, 13:58:42 time: 0.3226 data_time: 0.0176 memory: 9201 grad_norm: 3.0461 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6541 loss: 2.6541 2022/08/15 07:40:02 - mmengine - INFO - Epoch(train) [142][3700/3757] lr: 4.2057e-02 eta: 1 day, 13:58:10 time: 0.3228 data_time: 0.0175 memory: 9201 grad_norm: 2.9627 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.5770 loss: 2.5770 2022/08/15 07:40:20 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 07:40:20 - mmengine - INFO - Epoch(train) [142][3757/3757] lr: 4.2057e-02 eta: 1 day, 13:57:58 time: 0.3065 data_time: 0.0156 memory: 9201 grad_norm: 3.0765 top1_acc: 0.8571 top5_acc: 1.0000 loss_cls: 2.7687 loss: 2.7687 2022/08/15 07:40:55 - mmengine - INFO - Epoch(train) [143][100/3757] lr: 4.1452e-02 eta: 1 day, 13:57:18 time: 0.3232 data_time: 0.0179 memory: 9201 grad_norm: 2.9909 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3399 loss: 2.3399 2022/08/15 07:41:27 - mmengine - INFO - Epoch(train) [143][200/3757] lr: 4.1452e-02 eta: 1 day, 13:56:46 time: 0.3206 data_time: 0.0168 memory: 9201 grad_norm: 3.0340 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7362 loss: 2.7362 2022/08/15 07:42:00 - mmengine - INFO - Epoch(train) [143][300/3757] lr: 4.1452e-02 eta: 1 day, 13:56:14 time: 0.3200 data_time: 0.0173 memory: 9201 grad_norm: 3.1528 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.6915 loss: 2.6915 2022/08/15 07:42:32 - mmengine - INFO - Epoch(train) [143][400/3757] lr: 4.1452e-02 eta: 1 day, 13:55:43 time: 0.3221 data_time: 0.0169 memory: 9201 grad_norm: 3.0251 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7588 loss: 2.7588 2022/08/15 07:43:05 - mmengine - INFO - Epoch(train) [143][500/3757] lr: 4.1452e-02 eta: 1 day, 13:55:11 time: 0.3257 data_time: 0.0169 memory: 9201 grad_norm: 3.1643 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3263 loss: 2.3263 2022/08/15 07:43:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 07:43:37 - mmengine - INFO - Epoch(train) [143][600/3757] lr: 4.1452e-02 eta: 1 day, 13:54:40 time: 0.3233 data_time: 0.0167 memory: 9201 grad_norm: 3.0659 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.4896 loss: 2.4896 2022/08/15 07:44:10 - mmengine - INFO - Epoch(train) [143][700/3757] lr: 4.1452e-02 eta: 1 day, 13:54:08 time: 0.3228 data_time: 0.0178 memory: 9201 grad_norm: 3.0567 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4632 loss: 2.4632 2022/08/15 07:44:42 - mmengine - INFO - Epoch(train) [143][800/3757] lr: 4.1452e-02 eta: 1 day, 13:53:37 time: 0.3229 data_time: 0.0168 memory: 9201 grad_norm: 3.1321 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7869 loss: 2.7869 2022/08/15 07:45:15 - mmengine - INFO - Epoch(train) [143][900/3757] lr: 4.1452e-02 eta: 1 day, 13:53:05 time: 0.3230 data_time: 0.0185 memory: 9201 grad_norm: 3.0561 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.5091 loss: 2.5091 2022/08/15 07:45:47 - mmengine - INFO - Epoch(train) [143][1000/3757] lr: 4.1452e-02 eta: 1 day, 13:52:34 time: 0.3221 data_time: 0.0172 memory: 9201 grad_norm: 3.1432 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7728 loss: 2.7728 2022/08/15 07:46:20 - mmengine - INFO - Epoch(train) [143][1100/3757] lr: 4.1452e-02 eta: 1 day, 13:52:02 time: 0.3218 data_time: 0.0168 memory: 9201 grad_norm: 3.0565 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.6391 loss: 2.6391 2022/08/15 07:46:52 - mmengine - INFO - Epoch(train) [143][1200/3757] lr: 4.1452e-02 eta: 1 day, 13:51:30 time: 0.3218 data_time: 0.0167 memory: 9201 grad_norm: 3.0140 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7094 loss: 2.7094 2022/08/15 07:47:25 - mmengine - INFO - Epoch(train) [143][1300/3757] lr: 4.1452e-02 eta: 1 day, 13:50:59 time: 0.3232 data_time: 0.0180 memory: 9201 grad_norm: 3.1341 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7264 loss: 2.7264 2022/08/15 07:47:57 - mmengine - INFO - Epoch(train) [143][1400/3757] lr: 4.1452e-02 eta: 1 day, 13:50:27 time: 0.3228 data_time: 0.0185 memory: 9201 grad_norm: 3.0579 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4719 loss: 2.4719 2022/08/15 07:48:30 - mmengine - INFO - Epoch(train) [143][1500/3757] lr: 4.1452e-02 eta: 1 day, 13:49:56 time: 0.3216 data_time: 0.0179 memory: 9201 grad_norm: 3.1331 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6202 loss: 2.6202 2022/08/15 07:48:32 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 07:49:02 - mmengine - INFO - Epoch(train) [143][1600/3757] lr: 4.1452e-02 eta: 1 day, 13:49:24 time: 0.3224 data_time: 0.0167 memory: 9201 grad_norm: 3.1133 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8206 loss: 2.8206 2022/08/15 07:49:35 - mmengine - INFO - Epoch(train) [143][1700/3757] lr: 4.1452e-02 eta: 1 day, 13:48:53 time: 0.3222 data_time: 0.0170 memory: 9201 grad_norm: 3.0105 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9676 loss: 2.9676 2022/08/15 07:50:08 - mmengine - INFO - Epoch(train) [143][1800/3757] lr: 4.1452e-02 eta: 1 day, 13:48:21 time: 0.3257 data_time: 0.0197 memory: 9201 grad_norm: 3.0014 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4308 loss: 2.4308 2022/08/15 07:50:40 - mmengine - INFO - Epoch(train) [143][1900/3757] lr: 4.1452e-02 eta: 1 day, 13:47:50 time: 0.3209 data_time: 0.0172 memory: 9201 grad_norm: 3.0685 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4114 loss: 2.4114 2022/08/15 07:51:13 - mmengine - INFO - Epoch(train) [143][2000/3757] lr: 4.1452e-02 eta: 1 day, 13:47:18 time: 0.3215 data_time: 0.0178 memory: 9201 grad_norm: 3.0506 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6719 loss: 2.6719 2022/08/15 07:51:46 - mmengine - INFO - Epoch(train) [143][2100/3757] lr: 4.1452e-02 eta: 1 day, 13:46:47 time: 0.3231 data_time: 0.0177 memory: 9201 grad_norm: 3.0543 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8590 loss: 2.8590 2022/08/15 07:52:18 - mmengine - INFO - Epoch(train) [143][2200/3757] lr: 4.1452e-02 eta: 1 day, 13:46:15 time: 0.3238 data_time: 0.0189 memory: 9201 grad_norm: 2.9982 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7830 loss: 2.7830 2022/08/15 07:52:51 - mmengine - INFO - Epoch(train) [143][2300/3757] lr: 4.1452e-02 eta: 1 day, 13:45:44 time: 0.3228 data_time: 0.0172 memory: 9201 grad_norm: 3.0590 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3045 loss: 2.3045 2022/08/15 07:53:23 - mmengine - INFO - Epoch(train) [143][2400/3757] lr: 4.1452e-02 eta: 1 day, 13:45:12 time: 0.3227 data_time: 0.0176 memory: 9201 grad_norm: 3.0184 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5612 loss: 2.5612 2022/08/15 07:53:56 - mmengine - INFO - Epoch(train) [143][2500/3757] lr: 4.1452e-02 eta: 1 day, 13:44:41 time: 0.3275 data_time: 0.0192 memory: 9201 grad_norm: 3.0040 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4522 loss: 2.4522 2022/08/15 07:53:58 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 07:54:28 - mmengine - INFO - Epoch(train) [143][2600/3757] lr: 4.1452e-02 eta: 1 day, 13:44:09 time: 0.3217 data_time: 0.0175 memory: 9201 grad_norm: 3.0302 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4692 loss: 2.4692 2022/08/15 07:55:01 - mmengine - INFO - Epoch(train) [143][2700/3757] lr: 4.1452e-02 eta: 1 day, 13:43:38 time: 0.3226 data_time: 0.0180 memory: 9201 grad_norm: 2.9906 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5580 loss: 2.5580 2022/08/15 07:55:33 - mmengine - INFO - Epoch(train) [143][2800/3757] lr: 4.1452e-02 eta: 1 day, 13:43:06 time: 0.3234 data_time: 0.0176 memory: 9201 grad_norm: 3.2059 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7341 loss: 2.7341 2022/08/15 07:56:06 - mmengine - INFO - Epoch(train) [143][2900/3757] lr: 4.1452e-02 eta: 1 day, 13:42:35 time: 0.3233 data_time: 0.0168 memory: 9201 grad_norm: 3.0364 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8666 loss: 2.8666 2022/08/15 07:56:39 - mmengine - INFO - Epoch(train) [143][3000/3757] lr: 4.1452e-02 eta: 1 day, 13:42:03 time: 0.3254 data_time: 0.0186 memory: 9201 grad_norm: 3.0936 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5364 loss: 2.5364 2022/08/15 07:57:11 - mmengine - INFO - Epoch(train) [143][3100/3757] lr: 4.1452e-02 eta: 1 day, 13:41:32 time: 0.3233 data_time: 0.0177 memory: 9201 grad_norm: 3.0750 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.2496 loss: 2.2496 2022/08/15 07:57:44 - mmengine - INFO - Epoch(train) [143][3200/3757] lr: 4.1452e-02 eta: 1 day, 13:41:00 time: 0.3246 data_time: 0.0181 memory: 9201 grad_norm: 3.0245 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4839 loss: 2.4839 2022/08/15 07:58:17 - mmengine - INFO - Epoch(train) [143][3300/3757] lr: 4.1452e-02 eta: 1 day, 13:40:29 time: 0.3233 data_time: 0.0175 memory: 9201 grad_norm: 3.1083 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7437 loss: 2.7437 2022/08/15 07:58:49 - mmengine - INFO - Epoch(train) [143][3400/3757] lr: 4.1452e-02 eta: 1 day, 13:39:57 time: 0.3244 data_time: 0.0167 memory: 9201 grad_norm: 2.9353 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5972 loss: 2.5972 2022/08/15 07:59:22 - mmengine - INFO - Epoch(train) [143][3500/3757] lr: 4.1452e-02 eta: 1 day, 13:39:26 time: 0.3219 data_time: 0.0175 memory: 9201 grad_norm: 2.9973 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6350 loss: 2.6350 2022/08/15 07:59:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 07:59:54 - mmengine - INFO - Epoch(train) [143][3600/3757] lr: 4.1452e-02 eta: 1 day, 13:38:54 time: 0.3222 data_time: 0.0171 memory: 9201 grad_norm: 3.0631 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8266 loss: 2.8266 2022/08/15 08:00:27 - mmengine - INFO - Epoch(train) [143][3700/3757] lr: 4.1452e-02 eta: 1 day, 13:38:23 time: 0.3229 data_time: 0.0172 memory: 9201 grad_norm: 2.9134 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3843 loss: 2.3843 2022/08/15 08:00:45 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 08:00:45 - mmengine - INFO - Epoch(train) [143][3757/3757] lr: 4.1452e-02 eta: 1 day, 13:38:10 time: 0.3060 data_time: 0.0160 memory: 9201 grad_norm: 2.9970 top1_acc: 0.2857 top5_acc: 0.7143 loss_cls: 2.4437 loss: 2.4437 2022/08/15 08:01:19 - mmengine - INFO - Epoch(train) [144][100/3757] lr: 4.0848e-02 eta: 1 day, 13:37:30 time: 0.3225 data_time: 0.0174 memory: 9201 grad_norm: 3.1637 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.8997 loss: 2.8997 2022/08/15 08:01:52 - mmengine - INFO - Epoch(train) [144][200/3757] lr: 4.0848e-02 eta: 1 day, 13:36:59 time: 0.3218 data_time: 0.0177 memory: 9201 grad_norm: 3.0298 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6231 loss: 2.6231 2022/08/15 08:02:24 - mmengine - INFO - Epoch(train) [144][300/3757] lr: 4.0848e-02 eta: 1 day, 13:36:27 time: 0.3223 data_time: 0.0172 memory: 9201 grad_norm: 3.0977 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4155 loss: 2.4155 2022/08/15 08:02:57 - mmengine - INFO - Epoch(train) [144][400/3757] lr: 4.0848e-02 eta: 1 day, 13:35:56 time: 0.3250 data_time: 0.0183 memory: 9201 grad_norm: 3.2118 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7172 loss: 2.7172 2022/08/15 08:03:30 - mmengine - INFO - Epoch(train) [144][500/3757] lr: 4.0848e-02 eta: 1 day, 13:35:24 time: 0.3232 data_time: 0.0180 memory: 9201 grad_norm: 3.1336 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4838 loss: 2.4838 2022/08/15 08:04:02 - mmengine - INFO - Epoch(train) [144][600/3757] lr: 4.0848e-02 eta: 1 day, 13:34:53 time: 0.3236 data_time: 0.0179 memory: 9201 grad_norm: 3.1069 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6398 loss: 2.6398 2022/08/15 08:04:35 - mmengine - INFO - Epoch(train) [144][700/3757] lr: 4.0848e-02 eta: 1 day, 13:34:21 time: 0.3236 data_time: 0.0180 memory: 9201 grad_norm: 3.1661 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4573 loss: 2.4573 2022/08/15 08:04:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 08:05:07 - mmengine - INFO - Epoch(train) [144][800/3757] lr: 4.0848e-02 eta: 1 day, 13:33:50 time: 0.3238 data_time: 0.0189 memory: 9201 grad_norm: 3.1466 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4443 loss: 2.4443 2022/08/15 08:05:40 - mmengine - INFO - Epoch(train) [144][900/3757] lr: 4.0848e-02 eta: 1 day, 13:33:18 time: 0.3234 data_time: 0.0182 memory: 9201 grad_norm: 3.0346 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5630 loss: 2.5630 2022/08/15 08:06:13 - mmengine - INFO - Epoch(train) [144][1000/3757] lr: 4.0848e-02 eta: 1 day, 13:32:47 time: 0.3231 data_time: 0.0173 memory: 9201 grad_norm: 3.1607 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6316 loss: 2.6316 2022/08/15 08:06:45 - mmengine - INFO - Epoch(train) [144][1100/3757] lr: 4.0848e-02 eta: 1 day, 13:32:15 time: 0.3214 data_time: 0.0173 memory: 9201 grad_norm: 3.0825 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6708 loss: 2.6708 2022/08/15 08:07:18 - mmengine - INFO - Epoch(train) [144][1200/3757] lr: 4.0848e-02 eta: 1 day, 13:31:44 time: 0.3220 data_time: 0.0178 memory: 9201 grad_norm: 3.0626 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6275 loss: 2.6275 2022/08/15 08:07:50 - mmengine - INFO - Epoch(train) [144][1300/3757] lr: 4.0848e-02 eta: 1 day, 13:31:12 time: 0.3239 data_time: 0.0173 memory: 9201 grad_norm: 3.0245 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 2.6511 loss: 2.6511 2022/08/15 08:08:23 - mmengine - INFO - Epoch(train) [144][1400/3757] lr: 4.0848e-02 eta: 1 day, 13:30:41 time: 0.3224 data_time: 0.0169 memory: 9201 grad_norm: 3.0649 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7527 loss: 2.7527 2022/08/15 08:08:55 - mmengine - INFO - Epoch(train) [144][1500/3757] lr: 4.0848e-02 eta: 1 day, 13:30:09 time: 0.3229 data_time: 0.0181 memory: 9201 grad_norm: 3.0331 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3944 loss: 2.3944 2022/08/15 08:09:28 - mmengine - INFO - Epoch(train) [144][1600/3757] lr: 4.0848e-02 eta: 1 day, 13:29:38 time: 0.3234 data_time: 0.0181 memory: 9201 grad_norm: 3.1126 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7111 loss: 2.7111 2022/08/15 08:10:01 - mmengine - INFO - Epoch(train) [144][1700/3757] lr: 4.0848e-02 eta: 1 day, 13:29:06 time: 0.3233 data_time: 0.0183 memory: 9201 grad_norm: 3.1040 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5649 loss: 2.5649 2022/08/15 08:10:17 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 08:10:33 - mmengine - INFO - Epoch(train) [144][1800/3757] lr: 4.0848e-02 eta: 1 day, 13:28:35 time: 0.3229 data_time: 0.0171 memory: 9201 grad_norm: 2.9859 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.6293 loss: 2.6293 2022/08/15 08:11:06 - mmengine - INFO - Epoch(train) [144][1900/3757] lr: 4.0848e-02 eta: 1 day, 13:28:03 time: 0.3237 data_time: 0.0172 memory: 9201 grad_norm: 2.9950 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5795 loss: 2.5795 2022/08/15 08:11:38 - mmengine - INFO - Epoch(train) [144][2000/3757] lr: 4.0848e-02 eta: 1 day, 13:27:31 time: 0.3244 data_time: 0.0184 memory: 9201 grad_norm: 3.0444 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6315 loss: 2.6315 2022/08/15 08:12:11 - mmengine - INFO - Epoch(train) [144][2100/3757] lr: 4.0848e-02 eta: 1 day, 13:27:00 time: 0.3236 data_time: 0.0185 memory: 9201 grad_norm: 3.0874 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.8472 loss: 2.8472 2022/08/15 08:12:43 - mmengine - INFO - Epoch(train) [144][2200/3757] lr: 4.0848e-02 eta: 1 day, 13:26:28 time: 0.3218 data_time: 0.0172 memory: 9201 grad_norm: 3.0070 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6417 loss: 2.6417 2022/08/15 08:13:16 - mmengine - INFO - Epoch(train) [144][2300/3757] lr: 4.0848e-02 eta: 1 day, 13:25:57 time: 0.3219 data_time: 0.0178 memory: 9201 grad_norm: 3.0991 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5031 loss: 2.5031 2022/08/15 08:13:48 - mmengine - INFO - Epoch(train) [144][2400/3757] lr: 4.0848e-02 eta: 1 day, 13:25:25 time: 0.3234 data_time: 0.0170 memory: 9201 grad_norm: 3.2157 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7165 loss: 2.7165 2022/08/15 08:14:21 - mmengine - INFO - Epoch(train) [144][2500/3757] lr: 4.0848e-02 eta: 1 day, 13:24:54 time: 0.3260 data_time: 0.0191 memory: 9201 grad_norm: 3.2031 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8381 loss: 2.8381 2022/08/15 08:14:53 - mmengine - INFO - Epoch(train) [144][2600/3757] lr: 4.0848e-02 eta: 1 day, 13:24:22 time: 0.3228 data_time: 0.0186 memory: 9201 grad_norm: 3.0250 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4359 loss: 2.4359 2022/08/15 08:15:26 - mmengine - INFO - Epoch(train) [144][2700/3757] lr: 4.0848e-02 eta: 1 day, 13:23:51 time: 0.3251 data_time: 0.0179 memory: 9201 grad_norm: 3.0005 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3647 loss: 2.3647 2022/08/15 08:15:42 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 08:15:59 - mmengine - INFO - Epoch(train) [144][2800/3757] lr: 4.0848e-02 eta: 1 day, 13:23:19 time: 0.3249 data_time: 0.0189 memory: 9201 grad_norm: 3.0732 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8568 loss: 2.8568 2022/08/15 08:16:31 - mmengine - INFO - Epoch(train) [144][2900/3757] lr: 4.0848e-02 eta: 1 day, 13:22:48 time: 0.3237 data_time: 0.0167 memory: 9201 grad_norm: 3.1195 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5413 loss: 2.5413 2022/08/15 08:17:04 - mmengine - INFO - Epoch(train) [144][3000/3757] lr: 4.0848e-02 eta: 1 day, 13:22:16 time: 0.3222 data_time: 0.0176 memory: 9201 grad_norm: 3.1192 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4005 loss: 2.4005 2022/08/15 08:17:36 - mmengine - INFO - Epoch(train) [144][3100/3757] lr: 4.0848e-02 eta: 1 day, 13:21:45 time: 0.3247 data_time: 0.0187 memory: 9201 grad_norm: 3.0811 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7337 loss: 2.7337 2022/08/15 08:18:09 - mmengine - INFO - Epoch(train) [144][3200/3757] lr: 4.0848e-02 eta: 1 day, 13:21:13 time: 0.3219 data_time: 0.0176 memory: 9201 grad_norm: 3.1545 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3786 loss: 2.3786 2022/08/15 08:18:41 - mmengine - INFO - Epoch(train) [144][3300/3757] lr: 4.0848e-02 eta: 1 day, 13:20:41 time: 0.3235 data_time: 0.0171 memory: 9201 grad_norm: 3.1748 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5720 loss: 2.5720 2022/08/15 08:19:14 - mmengine - INFO - Epoch(train) [144][3400/3757] lr: 4.0848e-02 eta: 1 day, 13:20:10 time: 0.3230 data_time: 0.0170 memory: 9201 grad_norm: 3.1048 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.6038 loss: 2.6038 2022/08/15 08:19:46 - mmengine - INFO - Epoch(train) [144][3500/3757] lr: 4.0848e-02 eta: 1 day, 13:19:38 time: 0.3230 data_time: 0.0174 memory: 9201 grad_norm: 3.0652 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7864 loss: 2.7864 2022/08/15 08:20:19 - mmengine - INFO - Epoch(train) [144][3600/3757] lr: 4.0848e-02 eta: 1 day, 13:19:07 time: 0.3235 data_time: 0.0176 memory: 9201 grad_norm: 3.0999 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5016 loss: 2.5016 2022/08/15 08:20:51 - mmengine - INFO - Epoch(train) [144][3700/3757] lr: 4.0848e-02 eta: 1 day, 13:18:35 time: 0.3222 data_time: 0.0175 memory: 9201 grad_norm: 3.0821 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8054 loss: 2.8054 2022/08/15 08:21:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 08:21:10 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 08:21:10 - mmengine - INFO - Epoch(train) [144][3757/3757] lr: 4.0848e-02 eta: 1 day, 13:18:22 time: 0.3109 data_time: 0.0176 memory: 9201 grad_norm: 3.0764 top1_acc: 0.7143 top5_acc: 0.7143 loss_cls: 2.6229 loss: 2.6229 2022/08/15 08:21:10 - mmengine - INFO - Saving checkpoint at 144 epochs 2022/08/15 08:21:48 - mmengine - INFO - Epoch(train) [145][100/3757] lr: 4.0245e-02 eta: 1 day, 13:17:42 time: 0.3324 data_time: 0.0178 memory: 9201 grad_norm: 3.0725 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.6042 loss: 2.6042 2022/08/15 08:22:20 - mmengine - INFO - Epoch(train) [145][200/3757] lr: 4.0245e-02 eta: 1 day, 13:17:11 time: 0.3232 data_time: 0.0180 memory: 9201 grad_norm: 3.0354 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6788 loss: 2.6788 2022/08/15 08:22:53 - mmengine - INFO - Epoch(train) [145][300/3757] lr: 4.0245e-02 eta: 1 day, 13:16:39 time: 0.3220 data_time: 0.0178 memory: 9201 grad_norm: 3.1705 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7491 loss: 2.7491 2022/08/15 08:23:25 - mmengine - INFO - Epoch(train) [145][400/3757] lr: 4.0245e-02 eta: 1 day, 13:16:07 time: 0.3218 data_time: 0.0177 memory: 9201 grad_norm: 2.9471 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.5328 loss: 2.5328 2022/08/15 08:23:58 - mmengine - INFO - Epoch(train) [145][500/3757] lr: 4.0245e-02 eta: 1 day, 13:15:36 time: 0.3224 data_time: 0.0174 memory: 9201 grad_norm: 3.2022 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7134 loss: 2.7134 2022/08/15 08:24:30 - mmengine - INFO - Epoch(train) [145][600/3757] lr: 4.0245e-02 eta: 1 day, 13:15:04 time: 0.3239 data_time: 0.0174 memory: 9201 grad_norm: 3.0672 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6645 loss: 2.6645 2022/08/15 08:25:03 - mmengine - INFO - Epoch(train) [145][700/3757] lr: 4.0245e-02 eta: 1 day, 13:14:33 time: 0.3214 data_time: 0.0178 memory: 9201 grad_norm: 3.0754 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6088 loss: 2.6088 2022/08/15 08:25:35 - mmengine - INFO - Epoch(train) [145][800/3757] lr: 4.0245e-02 eta: 1 day, 13:14:01 time: 0.3204 data_time: 0.0173 memory: 9201 grad_norm: 3.1397 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5671 loss: 2.5671 2022/08/15 08:26:08 - mmengine - INFO - Epoch(train) [145][900/3757] lr: 4.0245e-02 eta: 1 day, 13:13:29 time: 0.3250 data_time: 0.0188 memory: 9201 grad_norm: 3.0393 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5463 loss: 2.5463 2022/08/15 08:26:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 08:26:40 - mmengine - INFO - Epoch(train) [145][1000/3757] lr: 4.0245e-02 eta: 1 day, 13:12:58 time: 0.3234 data_time: 0.0176 memory: 9201 grad_norm: 3.1337 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7476 loss: 2.7476 2022/08/15 08:27:13 - mmengine - INFO - Epoch(train) [145][1100/3757] lr: 4.0245e-02 eta: 1 day, 13:12:26 time: 0.3253 data_time: 0.0176 memory: 9201 grad_norm: 3.0112 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6734 loss: 2.6734 2022/08/15 08:27:45 - mmengine - INFO - Epoch(train) [145][1200/3757] lr: 4.0245e-02 eta: 1 day, 13:11:55 time: 0.3229 data_time: 0.0184 memory: 9201 grad_norm: 3.1581 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.4245 loss: 2.4245 2022/08/15 08:28:18 - mmengine - INFO - Epoch(train) [145][1300/3757] lr: 4.0245e-02 eta: 1 day, 13:11:23 time: 0.3277 data_time: 0.0185 memory: 9201 grad_norm: 3.1461 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5784 loss: 2.5784 2022/08/15 08:28:50 - mmengine - INFO - Epoch(train) [145][1400/3757] lr: 4.0245e-02 eta: 1 day, 13:10:51 time: 0.3229 data_time: 0.0168 memory: 9201 grad_norm: 3.1750 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4187 loss: 2.4187 2022/08/15 08:29:23 - mmengine - INFO - Epoch(train) [145][1500/3757] lr: 4.0245e-02 eta: 1 day, 13:10:20 time: 0.3222 data_time: 0.0177 memory: 9201 grad_norm: 3.1212 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5606 loss: 2.5606 2022/08/15 08:29:56 - mmengine - INFO - Epoch(train) [145][1600/3757] lr: 4.0245e-02 eta: 1 day, 13:09:48 time: 0.3249 data_time: 0.0193 memory: 9201 grad_norm: 3.0930 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.4595 loss: 2.4595 2022/08/15 08:30:28 - mmengine - INFO - Epoch(train) [145][1700/3757] lr: 4.0245e-02 eta: 1 day, 13:09:17 time: 0.3227 data_time: 0.0177 memory: 9201 grad_norm: 3.2190 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5218 loss: 2.5218 2022/08/15 08:31:01 - mmengine - INFO - Epoch(train) [145][1800/3757] lr: 4.0245e-02 eta: 1 day, 13:08:46 time: 0.3362 data_time: 0.0180 memory: 9201 grad_norm: 3.0717 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.5231 loss: 2.5231 2022/08/15 08:31:33 - mmengine - INFO - Epoch(train) [145][1900/3757] lr: 4.0245e-02 eta: 1 day, 13:08:14 time: 0.3230 data_time: 0.0182 memory: 9201 grad_norm: 2.9330 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5390 loss: 2.5390 2022/08/15 08:32:03 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 08:32:06 - mmengine - INFO - Epoch(train) [145][2000/3757] lr: 4.0245e-02 eta: 1 day, 13:07:42 time: 0.3229 data_time: 0.0176 memory: 9201 grad_norm: 3.1843 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6949 loss: 2.6949 2022/08/15 08:32:39 - mmengine - INFO - Epoch(train) [145][2100/3757] lr: 4.0245e-02 eta: 1 day, 13:07:11 time: 0.3266 data_time: 0.0174 memory: 9201 grad_norm: 3.1753 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8523 loss: 2.8523 2022/08/15 08:33:11 - mmengine - INFO - Epoch(train) [145][2200/3757] lr: 4.0245e-02 eta: 1 day, 13:06:39 time: 0.3227 data_time: 0.0179 memory: 9201 grad_norm: 3.1481 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5440 loss: 2.5440 2022/08/15 08:33:44 - mmengine - INFO - Epoch(train) [145][2300/3757] lr: 4.0245e-02 eta: 1 day, 13:06:08 time: 0.3247 data_time: 0.0175 memory: 9201 grad_norm: 3.0807 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.7887 loss: 2.7887 2022/08/15 08:34:17 - mmengine - INFO - Epoch(train) [145][2400/3757] lr: 4.0245e-02 eta: 1 day, 13:05:36 time: 0.3221 data_time: 0.0172 memory: 9201 grad_norm: 3.2701 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6606 loss: 2.6606 2022/08/15 08:34:49 - mmengine - INFO - Epoch(train) [145][2500/3757] lr: 4.0245e-02 eta: 1 day, 13:05:05 time: 0.3232 data_time: 0.0185 memory: 9201 grad_norm: 3.0836 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.4834 loss: 2.4834 2022/08/15 08:35:22 - mmengine - INFO - Epoch(train) [145][2600/3757] lr: 4.0245e-02 eta: 1 day, 13:04:33 time: 0.3231 data_time: 0.0187 memory: 9201 grad_norm: 3.0804 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6221 loss: 2.6221 2022/08/15 08:35:54 - mmengine - INFO - Epoch(train) [145][2700/3757] lr: 4.0245e-02 eta: 1 day, 13:04:02 time: 0.3239 data_time: 0.0176 memory: 9201 grad_norm: 3.1139 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.6898 loss: 2.6898 2022/08/15 08:36:27 - mmengine - INFO - Epoch(train) [145][2800/3757] lr: 4.0245e-02 eta: 1 day, 13:03:30 time: 0.3218 data_time: 0.0180 memory: 9201 grad_norm: 3.1066 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5533 loss: 2.5533 2022/08/15 08:36:59 - mmengine - INFO - Epoch(train) [145][2900/3757] lr: 4.0245e-02 eta: 1 day, 13:02:59 time: 0.3272 data_time: 0.0172 memory: 9201 grad_norm: 3.0097 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5668 loss: 2.5668 2022/08/15 08:37:30 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 08:37:32 - mmengine - INFO - Epoch(train) [145][3000/3757] lr: 4.0245e-02 eta: 1 day, 13:02:27 time: 0.3241 data_time: 0.0189 memory: 9201 grad_norm: 3.1181 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.4353 loss: 2.4353 2022/08/15 08:38:05 - mmengine - INFO - Epoch(train) [145][3100/3757] lr: 4.0245e-02 eta: 1 day, 13:01:56 time: 0.3230 data_time: 0.0176 memory: 9201 grad_norm: 3.0689 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6069 loss: 2.6069 2022/08/15 08:38:37 - mmengine - INFO - Epoch(train) [145][3200/3757] lr: 4.0245e-02 eta: 1 day, 13:01:24 time: 0.3228 data_time: 0.0180 memory: 9201 grad_norm: 3.1253 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5403 loss: 2.5403 2022/08/15 08:39:10 - mmengine - INFO - Epoch(train) [145][3300/3757] lr: 4.0245e-02 eta: 1 day, 13:00:53 time: 0.3237 data_time: 0.0173 memory: 9201 grad_norm: 3.1175 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5501 loss: 2.5501 2022/08/15 08:39:43 - mmengine - INFO - Epoch(train) [145][3400/3757] lr: 4.0245e-02 eta: 1 day, 13:00:21 time: 0.3246 data_time: 0.0170 memory: 9201 grad_norm: 3.0390 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6250 loss: 2.6250 2022/08/15 08:40:15 - mmengine - INFO - Epoch(train) [145][3500/3757] lr: 4.0245e-02 eta: 1 day, 12:59:50 time: 0.3232 data_time: 0.0181 memory: 9201 grad_norm: 3.2343 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7488 loss: 2.7488 2022/08/15 08:40:48 - mmengine - INFO - Epoch(train) [145][3600/3757] lr: 4.0245e-02 eta: 1 day, 12:59:18 time: 0.3242 data_time: 0.0188 memory: 9201 grad_norm: 3.0879 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8089 loss: 2.8089 2022/08/15 08:41:21 - mmengine - INFO - Epoch(train) [145][3700/3757] lr: 4.0245e-02 eta: 1 day, 12:58:47 time: 0.3238 data_time: 0.0184 memory: 9201 grad_norm: 3.0630 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7131 loss: 2.7131 2022/08/15 08:41:39 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 08:41:39 - mmengine - INFO - Epoch(train) [145][3757/3757] lr: 4.0245e-02 eta: 1 day, 12:58:35 time: 0.3078 data_time: 0.0158 memory: 9201 grad_norm: 3.0886 top1_acc: 0.2857 top5_acc: 0.8571 loss_cls: 2.8117 loss: 2.8117 2022/08/15 08:42:02 - mmengine - INFO - Epoch(val) [145][100/310] eta: 0:00:51 time: 0.2464 data_time: 0.1391 memory: 1522 2022/08/15 08:42:23 - mmengine - INFO - Epoch(val) [145][200/310] eta: 0:00:20 time: 0.1895 data_time: 0.0797 memory: 1522 2022/08/15 08:42:44 - mmengine - INFO - Epoch(val) [145][300/310] eta: 0:00:02 time: 0.2038 data_time: 0.0949 memory: 1522 2022/08/15 08:42:47 - mmengine - INFO - Epoch(val) [145][310/310] acc/top1: 0.4847 acc/top5: 0.7519 acc/mean1: 0.4847 2022/08/15 08:42:48 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb/best_acc/top1_epoch_141.pth is removed 2022/08/15 08:42:50 - mmengine - INFO - The best checkpoint with 0.4847 acc/top1 at 146 epoch is saved to best_acc/top1_epoch_146.pth. 2022/08/15 08:43:24 - mmengine - INFO - Epoch(train) [146][100/3757] lr: 3.9644e-02 eta: 1 day, 12:57:54 time: 0.3213 data_time: 0.0170 memory: 9201 grad_norm: 3.1002 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6933 loss: 2.6933 2022/08/15 08:43:57 - mmengine - INFO - Epoch(train) [146][200/3757] lr: 3.9644e-02 eta: 1 day, 12:57:23 time: 0.3222 data_time: 0.0176 memory: 9201 grad_norm: 3.1276 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6838 loss: 2.6838 2022/08/15 08:44:08 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 08:44:29 - mmengine - INFO - Epoch(train) [146][300/3757] lr: 3.9644e-02 eta: 1 day, 12:56:51 time: 0.3245 data_time: 0.0179 memory: 9201 grad_norm: 3.1776 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.8068 loss: 2.8068 2022/08/15 08:45:02 - mmengine - INFO - Epoch(train) [146][400/3757] lr: 3.9644e-02 eta: 1 day, 12:56:19 time: 0.3294 data_time: 0.0203 memory: 9201 grad_norm: 3.2059 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6077 loss: 2.6077 2022/08/15 08:45:34 - mmengine - INFO - Epoch(train) [146][500/3757] lr: 3.9644e-02 eta: 1 day, 12:55:48 time: 0.3233 data_time: 0.0177 memory: 9201 grad_norm: 3.0829 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3057 loss: 2.3057 2022/08/15 08:46:07 - mmengine - INFO - Epoch(train) [146][600/3757] lr: 3.9644e-02 eta: 1 day, 12:55:16 time: 0.3237 data_time: 0.0186 memory: 9201 grad_norm: 3.0109 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4566 loss: 2.4566 2022/08/15 08:46:40 - mmengine - INFO - Epoch(train) [146][700/3757] lr: 3.9644e-02 eta: 1 day, 12:54:45 time: 0.3273 data_time: 0.0216 memory: 9201 grad_norm: 3.1604 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6448 loss: 2.6448 2022/08/15 08:47:12 - mmengine - INFO - Epoch(train) [146][800/3757] lr: 3.9644e-02 eta: 1 day, 12:54:13 time: 0.3241 data_time: 0.0183 memory: 9201 grad_norm: 3.1336 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6686 loss: 2.6686 2022/08/15 08:47:45 - mmengine - INFO - Epoch(train) [146][900/3757] lr: 3.9644e-02 eta: 1 day, 12:53:42 time: 0.3265 data_time: 0.0186 memory: 9201 grad_norm: 3.1585 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9395 loss: 2.9395 2022/08/15 08:48:17 - mmengine - INFO - Epoch(train) [146][1000/3757] lr: 3.9644e-02 eta: 1 day, 12:53:10 time: 0.3234 data_time: 0.0172 memory: 9201 grad_norm: 3.2259 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6642 loss: 2.6642 2022/08/15 08:48:50 - mmengine - INFO - Epoch(train) [146][1100/3757] lr: 3.9644e-02 eta: 1 day, 12:52:39 time: 0.3249 data_time: 0.0181 memory: 9201 grad_norm: 3.0838 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7934 loss: 2.7934 2022/08/15 08:49:22 - mmengine - INFO - Epoch(train) [146][1200/3757] lr: 3.9644e-02 eta: 1 day, 12:52:07 time: 0.3230 data_time: 0.0172 memory: 9201 grad_norm: 3.1574 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3154 loss: 2.3154 2022/08/15 08:49:34 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 08:49:55 - mmengine - INFO - Epoch(train) [146][1300/3757] lr: 3.9644e-02 eta: 1 day, 12:51:36 time: 0.3216 data_time: 0.0175 memory: 9201 grad_norm: 2.9910 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8385 loss: 2.8385 2022/08/15 08:50:28 - mmengine - INFO - Epoch(train) [146][1400/3757] lr: 3.9644e-02 eta: 1 day, 12:51:04 time: 0.3216 data_time: 0.0174 memory: 9201 grad_norm: 3.1305 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3160 loss: 2.3160 2022/08/15 08:51:00 - mmengine - INFO - Epoch(train) [146][1500/3757] lr: 3.9644e-02 eta: 1 day, 12:50:33 time: 0.3211 data_time: 0.0172 memory: 9201 grad_norm: 3.1231 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6050 loss: 2.6050 2022/08/15 08:51:33 - mmengine - INFO - Epoch(train) [146][1600/3757] lr: 3.9644e-02 eta: 1 day, 12:50:01 time: 0.3240 data_time: 0.0177 memory: 9201 grad_norm: 3.1729 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.5783 loss: 2.5783 2022/08/15 08:52:05 - mmengine - INFO - Epoch(train) [146][1700/3757] lr: 3.9644e-02 eta: 1 day, 12:49:30 time: 0.3216 data_time: 0.0178 memory: 9201 grad_norm: 3.1623 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3468 loss: 2.3468 2022/08/15 08:52:38 - mmengine - INFO - Epoch(train) [146][1800/3757] lr: 3.9644e-02 eta: 1 day, 12:48:58 time: 0.3224 data_time: 0.0176 memory: 9201 grad_norm: 3.1428 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3829 loss: 2.3829 2022/08/15 08:53:10 - mmengine - INFO - Epoch(train) [146][1900/3757] lr: 3.9644e-02 eta: 1 day, 12:48:26 time: 0.3250 data_time: 0.0188 memory: 9201 grad_norm: 3.1283 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.4843 loss: 2.4843 2022/08/15 08:53:43 - mmengine - INFO - Epoch(train) [146][2000/3757] lr: 3.9644e-02 eta: 1 day, 12:47:55 time: 0.3233 data_time: 0.0179 memory: 9201 grad_norm: 3.1736 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6423 loss: 2.6423 2022/08/15 08:54:16 - mmengine - INFO - Epoch(train) [146][2100/3757] lr: 3.9644e-02 eta: 1 day, 12:47:23 time: 0.3226 data_time: 0.0180 memory: 9201 grad_norm: 3.0454 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3660 loss: 2.3660 2022/08/15 08:54:48 - mmengine - INFO - Epoch(train) [146][2200/3757] lr: 3.9644e-02 eta: 1 day, 12:46:52 time: 0.3225 data_time: 0.0174 memory: 9201 grad_norm: 3.0918 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7777 loss: 2.7777 2022/08/15 08:55:00 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 08:55:21 - mmengine - INFO - Epoch(train) [146][2300/3757] lr: 3.9644e-02 eta: 1 day, 12:46:20 time: 0.3243 data_time: 0.0182 memory: 9201 grad_norm: 3.1634 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5829 loss: 2.5829 2022/08/15 08:55:54 - mmengine - INFO - Epoch(train) [146][2400/3757] lr: 3.9644e-02 eta: 1 day, 12:45:49 time: 0.3229 data_time: 0.0183 memory: 9201 grad_norm: 3.1058 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1276 loss: 2.1276 2022/08/15 08:56:26 - mmengine - INFO - Epoch(train) [146][2500/3757] lr: 3.9644e-02 eta: 1 day, 12:45:18 time: 0.3224 data_time: 0.0181 memory: 9201 grad_norm: 3.1731 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5173 loss: 2.5173 2022/08/15 08:56:59 - mmengine - INFO - Epoch(train) [146][2600/3757] lr: 3.9644e-02 eta: 1 day, 12:44:46 time: 0.3210 data_time: 0.0175 memory: 9201 grad_norm: 3.1488 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.4103 loss: 2.4103 2022/08/15 08:57:32 - mmengine - INFO - Epoch(train) [146][2700/3757] lr: 3.9644e-02 eta: 1 day, 12:44:15 time: 0.3269 data_time: 0.0177 memory: 9201 grad_norm: 3.1236 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4872 loss: 2.4872 2022/08/15 08:58:04 - mmengine - INFO - Epoch(train) [146][2800/3757] lr: 3.9644e-02 eta: 1 day, 12:43:43 time: 0.3222 data_time: 0.0180 memory: 9201 grad_norm: 3.2418 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7963 loss: 2.7963 2022/08/15 08:58:37 - mmengine - INFO - Epoch(train) [146][2900/3757] lr: 3.9644e-02 eta: 1 day, 12:43:12 time: 0.3217 data_time: 0.0167 memory: 9201 grad_norm: 3.0869 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3440 loss: 2.3440 2022/08/15 08:59:10 - mmengine - INFO - Epoch(train) [146][3000/3757] lr: 3.9644e-02 eta: 1 day, 12:42:40 time: 0.3231 data_time: 0.0175 memory: 9201 grad_norm: 3.1682 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5188 loss: 2.5188 2022/08/15 08:59:42 - mmengine - INFO - Epoch(train) [146][3100/3757] lr: 3.9644e-02 eta: 1 day, 12:42:08 time: 0.3248 data_time: 0.0170 memory: 9201 grad_norm: 3.1590 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4212 loss: 2.4212 2022/08/15 09:00:15 - mmengine - INFO - Epoch(train) [146][3200/3757] lr: 3.9644e-02 eta: 1 day, 12:41:37 time: 0.3236 data_time: 0.0195 memory: 9201 grad_norm: 3.0808 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3806 loss: 2.3806 2022/08/15 09:00:26 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 09:00:47 - mmengine - INFO - Epoch(train) [146][3300/3757] lr: 3.9644e-02 eta: 1 day, 12:41:05 time: 0.3269 data_time: 0.0186 memory: 9201 grad_norm: 3.1604 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5855 loss: 2.5855 2022/08/15 09:01:20 - mmengine - INFO - Epoch(train) [146][3400/3757] lr: 3.9644e-02 eta: 1 day, 12:40:34 time: 0.3221 data_time: 0.0168 memory: 9201 grad_norm: 3.1177 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8278 loss: 2.8278 2022/08/15 09:01:53 - mmengine - INFO - Epoch(train) [146][3500/3757] lr: 3.9644e-02 eta: 1 day, 12:40:02 time: 0.3266 data_time: 0.0181 memory: 9201 grad_norm: 3.1610 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2432 loss: 2.2432 2022/08/15 09:02:25 - mmengine - INFO - Epoch(train) [146][3600/3757] lr: 3.9644e-02 eta: 1 day, 12:39:31 time: 0.3237 data_time: 0.0189 memory: 9201 grad_norm: 3.0311 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3978 loss: 2.3978 2022/08/15 09:02:58 - mmengine - INFO - Epoch(train) [146][3700/3757] lr: 3.9644e-02 eta: 1 day, 12:38:59 time: 0.3224 data_time: 0.0172 memory: 9201 grad_norm: 3.0769 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9633 loss: 2.9633 2022/08/15 09:03:16 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 09:03:16 - mmengine - INFO - Epoch(train) [146][3757/3757] lr: 3.9644e-02 eta: 1 day, 12:38:47 time: 0.3050 data_time: 0.0148 memory: 9201 grad_norm: 3.1328 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 2.1461 loss: 2.1461 2022/08/15 09:03:51 - mmengine - INFO - Epoch(train) [147][100/3757] lr: 3.9045e-02 eta: 1 day, 12:38:07 time: 0.3228 data_time: 0.0174 memory: 9201 grad_norm: 3.2526 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5181 loss: 2.5181 2022/08/15 09:04:23 - mmengine - INFO - Epoch(train) [147][200/3757] lr: 3.9045e-02 eta: 1 day, 12:37:36 time: 0.3233 data_time: 0.0177 memory: 9201 grad_norm: 3.0787 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7419 loss: 2.7419 2022/08/15 09:04:56 - mmengine - INFO - Epoch(train) [147][300/3757] lr: 3.9045e-02 eta: 1 day, 12:37:04 time: 0.3240 data_time: 0.0176 memory: 9201 grad_norm: 3.0873 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5949 loss: 2.5949 2022/08/15 09:05:28 - mmengine - INFO - Epoch(train) [147][400/3757] lr: 3.9045e-02 eta: 1 day, 12:36:32 time: 0.3225 data_time: 0.0175 memory: 9201 grad_norm: 3.1444 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.5048 loss: 2.5048 2022/08/15 09:05:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 09:06:01 - mmengine - INFO - Epoch(train) [147][500/3757] lr: 3.9045e-02 eta: 1 day, 12:36:01 time: 0.3238 data_time: 0.0177 memory: 9201 grad_norm: 3.0613 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5895 loss: 2.5895 2022/08/15 09:06:34 - mmengine - INFO - Epoch(train) [147][600/3757] lr: 3.9045e-02 eta: 1 day, 12:35:29 time: 0.3256 data_time: 0.0185 memory: 9201 grad_norm: 3.1144 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3659 loss: 2.3659 2022/08/15 09:07:06 - mmengine - INFO - Epoch(train) [147][700/3757] lr: 3.9045e-02 eta: 1 day, 12:34:58 time: 0.3226 data_time: 0.0178 memory: 9201 grad_norm: 3.1389 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.6831 loss: 2.6831 2022/08/15 09:07:39 - mmengine - INFO - Epoch(train) [147][800/3757] lr: 3.9045e-02 eta: 1 day, 12:34:26 time: 0.3223 data_time: 0.0186 memory: 9201 grad_norm: 3.1539 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.6598 loss: 2.6598 2022/08/15 09:08:11 - mmengine - INFO - Epoch(train) [147][900/3757] lr: 3.9045e-02 eta: 1 day, 12:33:55 time: 0.3228 data_time: 0.0177 memory: 9201 grad_norm: 3.0732 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3358 loss: 2.3358 2022/08/15 09:08:44 - mmengine - INFO - Epoch(train) [147][1000/3757] lr: 3.9045e-02 eta: 1 day, 12:33:23 time: 0.3245 data_time: 0.0178 memory: 9201 grad_norm: 3.0409 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5819 loss: 2.5819 2022/08/15 09:09:16 - mmengine - INFO - Epoch(train) [147][1100/3757] lr: 3.9045e-02 eta: 1 day, 12:32:52 time: 0.3254 data_time: 0.0171 memory: 9201 grad_norm: 3.1499 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6218 loss: 2.6218 2022/08/15 09:09:49 - mmengine - INFO - Epoch(train) [147][1200/3757] lr: 3.9045e-02 eta: 1 day, 12:32:20 time: 0.3230 data_time: 0.0171 memory: 9201 grad_norm: 3.2325 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.5865 loss: 2.5865 2022/08/15 09:10:22 - mmengine - INFO - Epoch(train) [147][1300/3757] lr: 3.9045e-02 eta: 1 day, 12:31:49 time: 0.3321 data_time: 0.0171 memory: 9201 grad_norm: 3.1898 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.2603 loss: 2.2603 2022/08/15 09:10:54 - mmengine - INFO - Epoch(train) [147][1400/3757] lr: 3.9045e-02 eta: 1 day, 12:31:17 time: 0.3235 data_time: 0.0169 memory: 9201 grad_norm: 3.2577 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4420 loss: 2.4420 2022/08/15 09:11:20 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 09:11:27 - mmengine - INFO - Epoch(train) [147][1500/3757] lr: 3.9045e-02 eta: 1 day, 12:30:46 time: 0.3251 data_time: 0.0187 memory: 9201 grad_norm: 3.2560 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5802 loss: 2.5802 2022/08/15 09:11:59 - mmengine - INFO - Epoch(train) [147][1600/3757] lr: 3.9045e-02 eta: 1 day, 12:30:14 time: 0.3232 data_time: 0.0183 memory: 9201 grad_norm: 3.1144 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7912 loss: 2.7912 2022/08/15 09:12:32 - mmengine - INFO - Epoch(train) [147][1700/3757] lr: 3.9045e-02 eta: 1 day, 12:29:42 time: 0.3234 data_time: 0.0170 memory: 9201 grad_norm: 3.1764 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.9443 loss: 2.9443 2022/08/15 09:13:05 - mmengine - INFO - Epoch(train) [147][1800/3757] lr: 3.9045e-02 eta: 1 day, 12:29:11 time: 0.3250 data_time: 0.0160 memory: 9201 grad_norm: 3.1957 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.4597 loss: 2.4597 2022/08/15 09:13:37 - mmengine - INFO - Epoch(train) [147][1900/3757] lr: 3.9045e-02 eta: 1 day, 12:28:39 time: 0.3240 data_time: 0.0185 memory: 9201 grad_norm: 3.1062 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6949 loss: 2.6949 2022/08/15 09:14:10 - mmengine - INFO - Epoch(train) [147][2000/3757] lr: 3.9045e-02 eta: 1 day, 12:28:08 time: 0.3215 data_time: 0.0174 memory: 9201 grad_norm: 3.1807 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4949 loss: 2.4949 2022/08/15 09:14:42 - mmengine - INFO - Epoch(train) [147][2100/3757] lr: 3.9045e-02 eta: 1 day, 12:27:36 time: 0.3239 data_time: 0.0179 memory: 9201 grad_norm: 3.1982 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.4594 loss: 2.4594 2022/08/15 09:15:15 - mmengine - INFO - Epoch(train) [147][2200/3757] lr: 3.9045e-02 eta: 1 day, 12:27:05 time: 0.3284 data_time: 0.0183 memory: 9201 grad_norm: 3.1100 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6759 loss: 2.6759 2022/08/15 09:15:48 - mmengine - INFO - Epoch(train) [147][2300/3757] lr: 3.9045e-02 eta: 1 day, 12:26:33 time: 0.3226 data_time: 0.0182 memory: 9201 grad_norm: 3.1024 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5154 loss: 2.5154 2022/08/15 09:16:20 - mmengine - INFO - Epoch(train) [147][2400/3757] lr: 3.9045e-02 eta: 1 day, 12:26:02 time: 0.3225 data_time: 0.0173 memory: 9201 grad_norm: 3.2607 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5083 loss: 2.5083 2022/08/15 09:16:46 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 09:16:53 - mmengine - INFO - Epoch(train) [147][2500/3757] lr: 3.9045e-02 eta: 1 day, 12:25:30 time: 0.3224 data_time: 0.0166 memory: 9201 grad_norm: 3.1238 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3686 loss: 2.3686 2022/08/15 09:17:25 - mmengine - INFO - Epoch(train) [147][2600/3757] lr: 3.9045e-02 eta: 1 day, 12:24:59 time: 0.3243 data_time: 0.0183 memory: 9201 grad_norm: 3.0505 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6697 loss: 2.6697 2022/08/15 09:17:58 - mmengine - INFO - Epoch(train) [147][2700/3757] lr: 3.9045e-02 eta: 1 day, 12:24:27 time: 0.3245 data_time: 0.0177 memory: 9201 grad_norm: 3.1206 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5075 loss: 2.5075 2022/08/15 09:18:31 - mmengine - INFO - Epoch(train) [147][2800/3757] lr: 3.9045e-02 eta: 1 day, 12:23:55 time: 0.3225 data_time: 0.0175 memory: 9201 grad_norm: 3.1174 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.6067 loss: 2.6067 2022/08/15 09:19:03 - mmengine - INFO - Epoch(train) [147][2900/3757] lr: 3.9045e-02 eta: 1 day, 12:23:24 time: 0.3239 data_time: 0.0169 memory: 9201 grad_norm: 3.1347 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4302 loss: 2.4302 2022/08/15 09:19:36 - mmengine - INFO - Epoch(train) [147][3000/3757] lr: 3.9045e-02 eta: 1 day, 12:22:53 time: 0.3247 data_time: 0.0181 memory: 9201 grad_norm: 3.1405 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7710 loss: 2.7710 2022/08/15 09:20:09 - mmengine - INFO - Epoch(train) [147][3100/3757] lr: 3.9045e-02 eta: 1 day, 12:22:21 time: 0.3250 data_time: 0.0186 memory: 9201 grad_norm: 3.2162 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7429 loss: 2.7429 2022/08/15 09:20:41 - mmengine - INFO - Epoch(train) [147][3200/3757] lr: 3.9045e-02 eta: 1 day, 12:21:49 time: 0.3227 data_time: 0.0193 memory: 9201 grad_norm: 3.2328 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5494 loss: 2.5494 2022/08/15 09:21:14 - mmengine - INFO - Epoch(train) [147][3300/3757] lr: 3.9045e-02 eta: 1 day, 12:21:18 time: 0.3230 data_time: 0.0171 memory: 9201 grad_norm: 3.0747 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0708 loss: 2.0708 2022/08/15 09:21:46 - mmengine - INFO - Epoch(train) [147][3400/3757] lr: 3.9045e-02 eta: 1 day, 12:20:46 time: 0.3232 data_time: 0.0179 memory: 9201 grad_norm: 3.0304 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6011 loss: 2.6011 2022/08/15 09:22:12 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 09:22:19 - mmengine - INFO - Epoch(train) [147][3500/3757] lr: 3.9045e-02 eta: 1 day, 12:20:15 time: 0.3229 data_time: 0.0176 memory: 9201 grad_norm: 3.0992 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6998 loss: 2.6998 2022/08/15 09:22:52 - mmengine - INFO - Epoch(train) [147][3600/3757] lr: 3.9045e-02 eta: 1 day, 12:19:43 time: 0.3233 data_time: 0.0169 memory: 9201 grad_norm: 3.1734 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6879 loss: 2.6879 2022/08/15 09:23:24 - mmengine - INFO - Epoch(train) [147][3700/3757] lr: 3.9045e-02 eta: 1 day, 12:19:12 time: 0.3225 data_time: 0.0162 memory: 9201 grad_norm: 3.0431 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2901 loss: 2.2901 2022/08/15 09:23:42 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 09:23:42 - mmengine - INFO - Epoch(train) [147][3757/3757] lr: 3.9045e-02 eta: 1 day, 12:18:59 time: 0.3047 data_time: 0.0152 memory: 9201 grad_norm: 3.1531 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 2.7313 loss: 2.7313 2022/08/15 09:24:17 - mmengine - INFO - Epoch(train) [148][100/3757] lr: 3.8447e-02 eta: 1 day, 12:18:20 time: 0.3229 data_time: 0.0172 memory: 9201 grad_norm: 3.0893 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3537 loss: 2.3537 2022/08/15 09:24:50 - mmengine - INFO - Epoch(train) [148][200/3757] lr: 3.8447e-02 eta: 1 day, 12:17:48 time: 0.3229 data_time: 0.0167 memory: 9201 grad_norm: 3.1372 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.4829 loss: 2.4829 2022/08/15 09:25:23 - mmengine - INFO - Epoch(train) [148][300/3757] lr: 3.8447e-02 eta: 1 day, 12:17:17 time: 0.3213 data_time: 0.0174 memory: 9201 grad_norm: 3.1593 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1233 loss: 2.1233 2022/08/15 09:25:55 - mmengine - INFO - Epoch(train) [148][400/3757] lr: 3.8447e-02 eta: 1 day, 12:16:45 time: 0.3235 data_time: 0.0182 memory: 9201 grad_norm: 3.1268 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9315 loss: 2.9315 2022/08/15 09:26:28 - mmengine - INFO - Epoch(train) [148][500/3757] lr: 3.8447e-02 eta: 1 day, 12:16:14 time: 0.3238 data_time: 0.0176 memory: 9201 grad_norm: 3.0851 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5579 loss: 2.5579 2022/08/15 09:27:00 - mmengine - INFO - Epoch(train) [148][600/3757] lr: 3.8447e-02 eta: 1 day, 12:15:42 time: 0.3225 data_time: 0.0171 memory: 9201 grad_norm: 3.1251 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4815 loss: 2.4815 2022/08/15 09:27:33 - mmengine - INFO - Epoch(train) [148][700/3757] lr: 3.8447e-02 eta: 1 day, 12:15:10 time: 0.3230 data_time: 0.0176 memory: 9201 grad_norm: 3.1705 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3881 loss: 2.3881 2022/08/15 09:27:40 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 09:28:05 - mmengine - INFO - Epoch(train) [148][800/3757] lr: 3.8447e-02 eta: 1 day, 12:14:39 time: 0.3230 data_time: 0.0181 memory: 9201 grad_norm: 3.1926 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.7061 loss: 2.7061 2022/08/15 09:28:38 - mmengine - INFO - Epoch(train) [148][900/3757] lr: 3.8447e-02 eta: 1 day, 12:14:07 time: 0.3239 data_time: 0.0179 memory: 9201 grad_norm: 3.1889 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7386 loss: 2.7386 2022/08/15 09:29:10 - mmengine - INFO - Epoch(train) [148][1000/3757] lr: 3.8447e-02 eta: 1 day, 12:13:36 time: 0.3235 data_time: 0.0169 memory: 9201 grad_norm: 3.3225 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5250 loss: 2.5250 2022/08/15 09:29:43 - mmengine - INFO - Epoch(train) [148][1100/3757] lr: 3.8447e-02 eta: 1 day, 12:13:04 time: 0.3262 data_time: 0.0175 memory: 9201 grad_norm: 3.1359 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5451 loss: 2.5451 2022/08/15 09:30:16 - mmengine - INFO - Epoch(train) [148][1200/3757] lr: 3.8447e-02 eta: 1 day, 12:12:33 time: 0.3236 data_time: 0.0175 memory: 9201 grad_norm: 3.1623 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6350 loss: 2.6350 2022/08/15 09:30:48 - mmengine - INFO - Epoch(train) [148][1300/3757] lr: 3.8447e-02 eta: 1 day, 12:12:01 time: 0.3220 data_time: 0.0170 memory: 9201 grad_norm: 3.3109 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8311 loss: 2.8311 2022/08/15 09:31:21 - mmengine - INFO - Epoch(train) [148][1400/3757] lr: 3.8447e-02 eta: 1 day, 12:11:30 time: 0.3246 data_time: 0.0175 memory: 9201 grad_norm: 3.2212 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3629 loss: 2.3629 2022/08/15 09:31:54 - mmengine - INFO - Epoch(train) [148][1500/3757] lr: 3.8447e-02 eta: 1 day, 12:10:58 time: 0.3254 data_time: 0.0184 memory: 9201 grad_norm: 3.0951 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0703 loss: 3.0703 2022/08/15 09:32:26 - mmengine - INFO - Epoch(train) [148][1600/3757] lr: 3.8447e-02 eta: 1 day, 12:10:26 time: 0.3228 data_time: 0.0172 memory: 9201 grad_norm: 3.1986 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2734 loss: 2.2734 2022/08/15 09:32:59 - mmengine - INFO - Epoch(train) [148][1700/3757] lr: 3.8447e-02 eta: 1 day, 12:09:55 time: 0.3271 data_time: 0.0192 memory: 9201 grad_norm: 3.1832 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4219 loss: 2.4219 2022/08/15 09:33:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 09:33:32 - mmengine - INFO - Epoch(train) [148][1800/3757] lr: 3.8447e-02 eta: 1 day, 12:09:23 time: 0.3234 data_time: 0.0180 memory: 9201 grad_norm: 3.2304 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5643 loss: 2.5643 2022/08/15 09:34:04 - mmengine - INFO - Epoch(train) [148][1900/3757] lr: 3.8447e-02 eta: 1 day, 12:08:52 time: 0.3239 data_time: 0.0175 memory: 9201 grad_norm: 3.0903 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2206 loss: 2.2206 2022/08/15 09:34:37 - mmengine - INFO - Epoch(train) [148][2000/3757] lr: 3.8447e-02 eta: 1 day, 12:08:21 time: 0.3230 data_time: 0.0170 memory: 9201 grad_norm: 3.1959 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3787 loss: 2.3787 2022/08/15 09:35:10 - mmengine - INFO - Epoch(train) [148][2100/3757] lr: 3.8447e-02 eta: 1 day, 12:07:49 time: 0.3252 data_time: 0.0194 memory: 9201 grad_norm: 3.1797 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5193 loss: 2.5193 2022/08/15 09:35:42 - mmengine - INFO - Epoch(train) [148][2200/3757] lr: 3.8447e-02 eta: 1 day, 12:07:18 time: 0.3234 data_time: 0.0173 memory: 9201 grad_norm: 3.1907 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4489 loss: 2.4489 2022/08/15 09:36:15 - mmengine - INFO - Epoch(train) [148][2300/3757] lr: 3.8447e-02 eta: 1 day, 12:06:46 time: 0.3260 data_time: 0.0180 memory: 9201 grad_norm: 3.1333 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4909 loss: 2.4909 2022/08/15 09:36:48 - mmengine - INFO - Epoch(train) [148][2400/3757] lr: 3.8447e-02 eta: 1 day, 12:06:14 time: 0.3227 data_time: 0.0177 memory: 9201 grad_norm: 3.1263 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6488 loss: 2.6488 2022/08/15 09:37:20 - mmengine - INFO - Epoch(train) [148][2500/3757] lr: 3.8447e-02 eta: 1 day, 12:05:43 time: 0.3232 data_time: 0.0166 memory: 9201 grad_norm: 3.1203 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3370 loss: 2.3370 2022/08/15 09:37:53 - mmengine - INFO - Epoch(train) [148][2600/3757] lr: 3.8447e-02 eta: 1 day, 12:05:11 time: 0.3227 data_time: 0.0178 memory: 9201 grad_norm: 3.1557 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6381 loss: 2.6381 2022/08/15 09:38:25 - mmengine - INFO - Epoch(train) [148][2700/3757] lr: 3.8447e-02 eta: 1 day, 12:04:40 time: 0.3257 data_time: 0.0180 memory: 9201 grad_norm: 3.1033 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7562 loss: 2.7562 2022/08/15 09:38:32 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 09:38:58 - mmengine - INFO - Epoch(train) [148][2800/3757] lr: 3.8447e-02 eta: 1 day, 12:04:08 time: 0.3269 data_time: 0.0173 memory: 9201 grad_norm: 3.1772 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5307 loss: 2.5307 2022/08/15 09:39:30 - mmengine - INFO - Epoch(train) [148][2900/3757] lr: 3.8447e-02 eta: 1 day, 12:03:37 time: 0.3253 data_time: 0.0192 memory: 9201 grad_norm: 3.2154 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3994 loss: 2.3994 2022/08/15 09:40:03 - mmengine - INFO - Epoch(train) [148][3000/3757] lr: 3.8447e-02 eta: 1 day, 12:03:05 time: 0.3235 data_time: 0.0179 memory: 9201 grad_norm: 3.1785 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6806 loss: 2.6806 2022/08/15 09:40:36 - mmengine - INFO - Epoch(train) [148][3100/3757] lr: 3.8447e-02 eta: 1 day, 12:02:33 time: 0.3214 data_time: 0.0174 memory: 9201 grad_norm: 3.2127 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3298 loss: 2.3298 2022/08/15 09:41:08 - mmengine - INFO - Epoch(train) [148][3200/3757] lr: 3.8447e-02 eta: 1 day, 12:02:02 time: 0.3325 data_time: 0.0186 memory: 9201 grad_norm: 3.1085 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4398 loss: 2.4398 2022/08/15 09:41:41 - mmengine - INFO - Epoch(train) [148][3300/3757] lr: 3.8447e-02 eta: 1 day, 12:01:30 time: 0.3233 data_time: 0.0188 memory: 9201 grad_norm: 3.0343 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6061 loss: 2.6061 2022/08/15 09:42:14 - mmengine - INFO - Epoch(train) [148][3400/3757] lr: 3.8447e-02 eta: 1 day, 12:00:59 time: 0.3224 data_time: 0.0168 memory: 9201 grad_norm: 3.1692 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4830 loss: 2.4830 2022/08/15 09:42:46 - mmengine - INFO - Epoch(train) [148][3500/3757] lr: 3.8447e-02 eta: 1 day, 12:00:27 time: 0.3263 data_time: 0.0185 memory: 9201 grad_norm: 3.1505 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6527 loss: 2.6527 2022/08/15 09:43:19 - mmengine - INFO - Epoch(train) [148][3600/3757] lr: 3.8447e-02 eta: 1 day, 11:59:56 time: 0.3234 data_time: 0.0188 memory: 9201 grad_norm: 3.1934 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.5193 loss: 2.5193 2022/08/15 09:43:52 - mmengine - INFO - Epoch(train) [148][3700/3757] lr: 3.8447e-02 eta: 1 day, 11:59:24 time: 0.3223 data_time: 0.0178 memory: 9201 grad_norm: 3.0774 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6942 loss: 2.6942 2022/08/15 09:43:58 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 09:44:10 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 09:44:10 - mmengine - INFO - Epoch(train) [148][3757/3757] lr: 3.8447e-02 eta: 1 day, 11:59:12 time: 0.3068 data_time: 0.0161 memory: 9201 grad_norm: 3.1947 top1_acc: 0.1429 top5_acc: 0.8571 loss_cls: 2.5040 loss: 2.5040 2022/08/15 09:44:10 - mmengine - INFO - Saving checkpoint at 148 epochs 2022/08/15 09:44:47 - mmengine - INFO - Epoch(train) [149][100/3757] lr: 3.7851e-02 eta: 1 day, 11:58:31 time: 0.3241 data_time: 0.0181 memory: 9201 grad_norm: 3.2358 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5661 loss: 2.5661 2022/08/15 09:45:20 - mmengine - INFO - Epoch(train) [149][200/3757] lr: 3.7851e-02 eta: 1 day, 11:58:00 time: 0.3241 data_time: 0.0180 memory: 9201 grad_norm: 3.1550 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7925 loss: 2.7925 2022/08/15 09:45:52 - mmengine - INFO - Epoch(train) [149][300/3757] lr: 3.7851e-02 eta: 1 day, 11:57:28 time: 0.3227 data_time: 0.0187 memory: 9201 grad_norm: 3.1131 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5727 loss: 2.5727 2022/08/15 09:46:25 - mmengine - INFO - Epoch(train) [149][400/3757] lr: 3.7851e-02 eta: 1 day, 11:56:57 time: 0.3248 data_time: 0.0183 memory: 9201 grad_norm: 3.1379 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8574 loss: 2.8574 2022/08/15 09:46:57 - mmengine - INFO - Epoch(train) [149][500/3757] lr: 3.7851e-02 eta: 1 day, 11:56:25 time: 0.3226 data_time: 0.0182 memory: 9201 grad_norm: 3.1861 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6385 loss: 2.6385 2022/08/15 09:47:30 - mmengine - INFO - Epoch(train) [149][600/3757] lr: 3.7851e-02 eta: 1 day, 11:55:54 time: 0.3255 data_time: 0.0181 memory: 9201 grad_norm: 3.1818 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3318 loss: 2.3318 2022/08/15 09:48:02 - mmengine - INFO - Epoch(train) [149][700/3757] lr: 3.7851e-02 eta: 1 day, 11:55:22 time: 0.3222 data_time: 0.0177 memory: 9201 grad_norm: 3.1381 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3514 loss: 2.3514 2022/08/15 09:48:35 - mmengine - INFO - Epoch(train) [149][800/3757] lr: 3.7851e-02 eta: 1 day, 11:54:50 time: 0.3235 data_time: 0.0174 memory: 9201 grad_norm: 3.1621 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4522 loss: 2.4522 2022/08/15 09:49:08 - mmengine - INFO - Epoch(train) [149][900/3757] lr: 3.7851e-02 eta: 1 day, 11:54:19 time: 0.3221 data_time: 0.0170 memory: 9201 grad_norm: 3.1156 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.6153 loss: 2.6153 2022/08/15 09:49:29 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 09:49:40 - mmengine - INFO - Epoch(train) [149][1000/3757] lr: 3.7851e-02 eta: 1 day, 11:53:47 time: 0.3236 data_time: 0.0180 memory: 9201 grad_norm: 3.0886 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5675 loss: 2.5675 2022/08/15 09:50:13 - mmengine - INFO - Epoch(train) [149][1100/3757] lr: 3.7851e-02 eta: 1 day, 11:53:16 time: 0.3218 data_time: 0.0166 memory: 9201 grad_norm: 3.0920 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.7843 loss: 2.7843 2022/08/15 09:50:45 - mmengine - INFO - Epoch(train) [149][1200/3757] lr: 3.7851e-02 eta: 1 day, 11:52:44 time: 0.3234 data_time: 0.0183 memory: 9201 grad_norm: 3.2106 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5651 loss: 2.5651 2022/08/15 09:51:18 - mmengine - INFO - Epoch(train) [149][1300/3757] lr: 3.7851e-02 eta: 1 day, 11:52:13 time: 0.3252 data_time: 0.0190 memory: 9201 grad_norm: 3.1785 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5394 loss: 2.5394 2022/08/15 09:51:51 - mmengine - INFO - Epoch(train) [149][1400/3757] lr: 3.7851e-02 eta: 1 day, 11:51:41 time: 0.3220 data_time: 0.0181 memory: 9201 grad_norm: 3.1628 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.5932 loss: 2.5932 2022/08/15 09:52:23 - mmengine - INFO - Epoch(train) [149][1500/3757] lr: 3.7851e-02 eta: 1 day, 11:51:09 time: 0.3216 data_time: 0.0174 memory: 9201 grad_norm: 3.2321 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7026 loss: 2.7026 2022/08/15 09:52:56 - mmengine - INFO - Epoch(train) [149][1600/3757] lr: 3.7851e-02 eta: 1 day, 11:50:38 time: 0.3248 data_time: 0.0186 memory: 9201 grad_norm: 3.1380 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4019 loss: 2.4019 2022/08/15 09:53:28 - mmengine - INFO - Epoch(train) [149][1700/3757] lr: 3.7851e-02 eta: 1 day, 11:50:06 time: 0.3224 data_time: 0.0169 memory: 9201 grad_norm: 3.1956 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.5052 loss: 2.5052 2022/08/15 09:54:01 - mmengine - INFO - Epoch(train) [149][1800/3757] lr: 3.7851e-02 eta: 1 day, 11:49:35 time: 0.3254 data_time: 0.0191 memory: 9201 grad_norm: 3.1402 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3891 loss: 2.3891 2022/08/15 09:54:34 - mmengine - INFO - Epoch(train) [149][1900/3757] lr: 3.7851e-02 eta: 1 day, 11:49:03 time: 0.3232 data_time: 0.0169 memory: 9201 grad_norm: 3.1720 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5473 loss: 2.5473 2022/08/15 09:54:55 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 09:55:07 - mmengine - INFO - Epoch(train) [149][2000/3757] lr: 3.7851e-02 eta: 1 day, 11:48:32 time: 0.3254 data_time: 0.0176 memory: 9201 grad_norm: 3.1127 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7331 loss: 2.7331 2022/08/15 09:55:39 - mmengine - INFO - Epoch(train) [149][2100/3757] lr: 3.7851e-02 eta: 1 day, 11:48:00 time: 0.3277 data_time: 0.0193 memory: 9201 grad_norm: 3.1705 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6360 loss: 2.6360 2022/08/15 09:56:12 - mmengine - INFO - Epoch(train) [149][2200/3757] lr: 3.7851e-02 eta: 1 day, 11:47:29 time: 0.3222 data_time: 0.0178 memory: 9201 grad_norm: 3.1327 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4662 loss: 2.4662 2022/08/15 09:56:44 - mmengine - INFO - Epoch(train) [149][2300/3757] lr: 3.7851e-02 eta: 1 day, 11:46:57 time: 0.3233 data_time: 0.0178 memory: 9201 grad_norm: 3.2636 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3559 loss: 2.3559 2022/08/15 09:57:17 - mmengine - INFO - Epoch(train) [149][2400/3757] lr: 3.7851e-02 eta: 1 day, 11:46:26 time: 0.3232 data_time: 0.0177 memory: 9201 grad_norm: 3.1162 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4232 loss: 2.4232 2022/08/15 09:57:50 - mmengine - INFO - Epoch(train) [149][2500/3757] lr: 3.7851e-02 eta: 1 day, 11:45:54 time: 0.3249 data_time: 0.0171 memory: 9201 grad_norm: 3.2287 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5918 loss: 2.5918 2022/08/15 09:58:22 - mmengine - INFO - Epoch(train) [149][2600/3757] lr: 3.7851e-02 eta: 1 day, 11:45:23 time: 0.3234 data_time: 0.0176 memory: 9201 grad_norm: 3.2131 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5092 loss: 2.5092 2022/08/15 09:58:55 - mmengine - INFO - Epoch(train) [149][2700/3757] lr: 3.7851e-02 eta: 1 day, 11:44:51 time: 0.3223 data_time: 0.0171 memory: 9201 grad_norm: 3.1647 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8472 loss: 2.8472 2022/08/15 09:59:27 - mmengine - INFO - Epoch(train) [149][2800/3757] lr: 3.7851e-02 eta: 1 day, 11:44:19 time: 0.3241 data_time: 0.0187 memory: 9201 grad_norm: 3.1587 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5296 loss: 2.5296 2022/08/15 10:00:00 - mmengine - INFO - Epoch(train) [149][2900/3757] lr: 3.7851e-02 eta: 1 day, 11:43:48 time: 0.3242 data_time: 0.0182 memory: 9201 grad_norm: 3.1923 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5011 loss: 2.5011 2022/08/15 10:00:21 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 10:00:33 - mmengine - INFO - Epoch(train) [149][3000/3757] lr: 3.7851e-02 eta: 1 day, 11:43:16 time: 0.3247 data_time: 0.0183 memory: 9201 grad_norm: 3.2344 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7518 loss: 2.7518 2022/08/15 10:01:05 - mmengine - INFO - Epoch(train) [149][3100/3757] lr: 3.7851e-02 eta: 1 day, 11:42:45 time: 0.3229 data_time: 0.0190 memory: 9201 grad_norm: 3.1969 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2388 loss: 2.2388 2022/08/15 10:01:38 - mmengine - INFO - Epoch(train) [149][3200/3757] lr: 3.7851e-02 eta: 1 day, 11:42:13 time: 0.3227 data_time: 0.0172 memory: 9201 grad_norm: 3.2149 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4936 loss: 2.4936 2022/08/15 10:02:10 - mmengine - INFO - Epoch(train) [149][3300/3757] lr: 3.7851e-02 eta: 1 day, 11:41:41 time: 0.3230 data_time: 0.0182 memory: 9201 grad_norm: 3.1651 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8279 loss: 2.8279 2022/08/15 10:02:43 - mmengine - INFO - Epoch(train) [149][3400/3757] lr: 3.7851e-02 eta: 1 day, 11:41:10 time: 0.3230 data_time: 0.0172 memory: 9201 grad_norm: 3.1203 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2594 loss: 2.2594 2022/08/15 10:03:15 - mmengine - INFO - Epoch(train) [149][3500/3757] lr: 3.7851e-02 eta: 1 day, 11:40:38 time: 0.3226 data_time: 0.0179 memory: 9201 grad_norm: 3.2116 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2954 loss: 2.2954 2022/08/15 10:03:48 - mmengine - INFO - Epoch(train) [149][3600/3757] lr: 3.7851e-02 eta: 1 day, 11:40:07 time: 0.3269 data_time: 0.0188 memory: 9201 grad_norm: 3.1022 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8019 loss: 2.8019 2022/08/15 10:04:21 - mmengine - INFO - Epoch(train) [149][3700/3757] lr: 3.7851e-02 eta: 1 day, 11:39:35 time: 0.3247 data_time: 0.0185 memory: 9201 grad_norm: 3.2134 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5444 loss: 2.5444 2022/08/15 10:04:39 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 10:04:39 - mmengine - INFO - Epoch(train) [149][3757/3757] lr: 3.7851e-02 eta: 1 day, 11:39:23 time: 0.3040 data_time: 0.0154 memory: 9201 grad_norm: 3.1372 top1_acc: 0.2857 top5_acc: 0.5714 loss_cls: 2.5458 loss: 2.5458 2022/08/15 10:05:14 - mmengine - INFO - Epoch(train) [150][100/3757] lr: 3.7257e-02 eta: 1 day, 11:38:43 time: 0.3230 data_time: 0.0178 memory: 9201 grad_norm: 3.2505 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7035 loss: 2.7035 2022/08/15 10:05:46 - mmengine - INFO - Epoch(train) [150][200/3757] lr: 3.7257e-02 eta: 1 day, 11:38:12 time: 0.3235 data_time: 0.0184 memory: 9201 grad_norm: 3.3149 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8185 loss: 2.8185 2022/08/15 10:05:48 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 10:06:19 - mmengine - INFO - Epoch(train) [150][300/3757] lr: 3.7257e-02 eta: 1 day, 11:37:40 time: 0.3242 data_time: 0.0188 memory: 9201 grad_norm: 3.1748 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5401 loss: 2.5401 2022/08/15 10:06:51 - mmengine - INFO - Epoch(train) [150][400/3757] lr: 3.7257e-02 eta: 1 day, 11:37:08 time: 0.3231 data_time: 0.0187 memory: 9201 grad_norm: 3.2829 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1404 loss: 3.1404 2022/08/15 10:07:24 - mmengine - INFO - Epoch(train) [150][500/3757] lr: 3.7257e-02 eta: 1 day, 11:36:37 time: 0.3224 data_time: 0.0175 memory: 9201 grad_norm: 3.1702 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4294 loss: 2.4294 2022/08/15 10:07:57 - mmengine - INFO - Epoch(train) [150][600/3757] lr: 3.7257e-02 eta: 1 day, 11:36:05 time: 0.3247 data_time: 0.0176 memory: 9201 grad_norm: 3.2503 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4175 loss: 2.4175 2022/08/15 10:08:29 - mmengine - INFO - Epoch(train) [150][700/3757] lr: 3.7257e-02 eta: 1 day, 11:35:34 time: 0.3253 data_time: 0.0166 memory: 9201 grad_norm: 3.2434 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6904 loss: 2.6904 2022/08/15 10:09:02 - mmengine - INFO - Epoch(train) [150][800/3757] lr: 3.7257e-02 eta: 1 day, 11:35:02 time: 0.3237 data_time: 0.0181 memory: 9201 grad_norm: 3.2009 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3578 loss: 2.3578 2022/08/15 10:09:34 - mmengine - INFO - Epoch(train) [150][900/3757] lr: 3.7257e-02 eta: 1 day, 11:34:31 time: 0.3236 data_time: 0.0179 memory: 9201 grad_norm: 3.1933 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6548 loss: 2.6548 2022/08/15 10:10:07 - mmengine - INFO - Epoch(train) [150][1000/3757] lr: 3.7257e-02 eta: 1 day, 11:33:59 time: 0.3226 data_time: 0.0169 memory: 9201 grad_norm: 3.2043 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5451 loss: 2.5451 2022/08/15 10:10:39 - mmengine - INFO - Epoch(train) [150][1100/3757] lr: 3.7257e-02 eta: 1 day, 11:33:27 time: 0.3238 data_time: 0.0172 memory: 9201 grad_norm: 3.2577 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6717 loss: 2.6717 2022/08/15 10:11:12 - mmengine - INFO - Epoch(train) [150][1200/3757] lr: 3.7257e-02 eta: 1 day, 11:32:56 time: 0.3253 data_time: 0.0192 memory: 9201 grad_norm: 3.2241 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4114 loss: 2.4114 2022/08/15 10:11:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 10:11:45 - mmengine - INFO - Epoch(train) [150][1300/3757] lr: 3.7257e-02 eta: 1 day, 11:32:24 time: 0.3239 data_time: 0.0167 memory: 9201 grad_norm: 3.1319 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1776 loss: 2.1776 2022/08/15 10:12:17 - mmengine - INFO - Epoch(train) [150][1400/3757] lr: 3.7257e-02 eta: 1 day, 11:31:53 time: 0.3235 data_time: 0.0178 memory: 9201 grad_norm: 3.1591 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6922 loss: 2.6922 2022/08/15 10:12:50 - mmengine - INFO - Epoch(train) [150][1500/3757] lr: 3.7257e-02 eta: 1 day, 11:31:21 time: 0.3226 data_time: 0.0176 memory: 9201 grad_norm: 3.2091 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.5304 loss: 2.5304 2022/08/15 10:13:23 - mmengine - INFO - Epoch(train) [150][1600/3757] lr: 3.7257e-02 eta: 1 day, 11:30:50 time: 0.3235 data_time: 0.0184 memory: 9201 grad_norm: 3.1727 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5750 loss: 2.5750 2022/08/15 10:13:55 - mmengine - INFO - Epoch(train) [150][1700/3757] lr: 3.7257e-02 eta: 1 day, 11:30:18 time: 0.3231 data_time: 0.0176 memory: 9201 grad_norm: 3.3312 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.4676 loss: 2.4676 2022/08/15 10:14:28 - mmengine - INFO - Epoch(train) [150][1800/3757] lr: 3.7257e-02 eta: 1 day, 11:29:46 time: 0.3231 data_time: 0.0179 memory: 9201 grad_norm: 3.1424 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.5428 loss: 2.5428 2022/08/15 10:15:00 - mmengine - INFO - Epoch(train) [150][1900/3757] lr: 3.7257e-02 eta: 1 day, 11:29:15 time: 0.3249 data_time: 0.0190 memory: 9201 grad_norm: 3.1331 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6075 loss: 2.6075 2022/08/15 10:15:33 - mmengine - INFO - Epoch(train) [150][2000/3757] lr: 3.7257e-02 eta: 1 day, 11:28:43 time: 0.3245 data_time: 0.0180 memory: 9201 grad_norm: 3.2081 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6047 loss: 2.6047 2022/08/15 10:16:06 - mmengine - INFO - Epoch(train) [150][2100/3757] lr: 3.7257e-02 eta: 1 day, 11:28:12 time: 0.3214 data_time: 0.0175 memory: 9201 grad_norm: 3.1694 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7410 loss: 2.7410 2022/08/15 10:16:39 - mmengine - INFO - Epoch(train) [150][2200/3757] lr: 3.7257e-02 eta: 1 day, 11:27:40 time: 0.3240 data_time: 0.0187 memory: 9201 grad_norm: 3.1028 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6106 loss: 2.6106 2022/08/15 10:16:41 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 10:17:11 - mmengine - INFO - Epoch(train) [150][2300/3757] lr: 3.7257e-02 eta: 1 day, 11:27:09 time: 0.3262 data_time: 0.0179 memory: 9201 grad_norm: 3.2198 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7172 loss: 2.7172 2022/08/15 10:17:44 - mmengine - INFO - Epoch(train) [150][2400/3757] lr: 3.7257e-02 eta: 1 day, 11:26:37 time: 0.3236 data_time: 0.0188 memory: 9201 grad_norm: 3.2659 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7329 loss: 2.7329 2022/08/15 10:18:16 - mmengine - INFO - Epoch(train) [150][2500/3757] lr: 3.7257e-02 eta: 1 day, 11:26:06 time: 0.3228 data_time: 0.0179 memory: 9201 grad_norm: 3.2200 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7298 loss: 2.7298 2022/08/15 10:18:49 - mmengine - INFO - Epoch(train) [150][2600/3757] lr: 3.7257e-02 eta: 1 day, 11:25:34 time: 0.3227 data_time: 0.0175 memory: 9201 grad_norm: 3.2555 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0145 loss: 3.0145 2022/08/15 10:19:21 - mmengine - INFO - Epoch(train) [150][2700/3757] lr: 3.7257e-02 eta: 1 day, 11:25:02 time: 0.3229 data_time: 0.0175 memory: 9201 grad_norm: 3.2027 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7242 loss: 2.7242 2022/08/15 10:19:54 - mmengine - INFO - Epoch(train) [150][2800/3757] lr: 3.7257e-02 eta: 1 day, 11:24:31 time: 0.3227 data_time: 0.0182 memory: 9201 grad_norm: 3.2360 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2803 loss: 2.2803 2022/08/15 10:20:27 - mmengine - INFO - Epoch(train) [150][2900/3757] lr: 3.7257e-02 eta: 1 day, 11:23:59 time: 0.3232 data_time: 0.0165 memory: 9201 grad_norm: 3.1453 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7001 loss: 2.7001 2022/08/15 10:20:59 - mmengine - INFO - Epoch(train) [150][3000/3757] lr: 3.7257e-02 eta: 1 day, 11:23:28 time: 0.3225 data_time: 0.0165 memory: 9201 grad_norm: 3.1284 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7482 loss: 2.7482 2022/08/15 10:21:32 - mmengine - INFO - Epoch(train) [150][3100/3757] lr: 3.7257e-02 eta: 1 day, 11:22:56 time: 0.3253 data_time: 0.0188 memory: 9201 grad_norm: 3.2173 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6879 loss: 2.6879 2022/08/15 10:22:04 - mmengine - INFO - Epoch(train) [150][3200/3757] lr: 3.7257e-02 eta: 1 day, 11:22:24 time: 0.3225 data_time: 0.0165 memory: 9201 grad_norm: 3.1737 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3846 loss: 2.3846 2022/08/15 10:22:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 10:22:37 - mmengine - INFO - Epoch(train) [150][3300/3757] lr: 3.7257e-02 eta: 1 day, 11:21:53 time: 0.3224 data_time: 0.0172 memory: 9201 grad_norm: 3.2488 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6033 loss: 2.6033 2022/08/15 10:23:09 - mmengine - INFO - Epoch(train) [150][3400/3757] lr: 3.7257e-02 eta: 1 day, 11:21:21 time: 0.3277 data_time: 0.0184 memory: 9201 grad_norm: 3.1466 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7878 loss: 2.7878 2022/08/15 10:23:42 - mmengine - INFO - Epoch(train) [150][3500/3757] lr: 3.7257e-02 eta: 1 day, 11:20:50 time: 0.3242 data_time: 0.0165 memory: 9201 grad_norm: 3.2683 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7839 loss: 2.7839 2022/08/15 10:24:14 - mmengine - INFO - Epoch(train) [150][3600/3757] lr: 3.7257e-02 eta: 1 day, 11:20:18 time: 0.3229 data_time: 0.0177 memory: 9201 grad_norm: 3.2008 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3828 loss: 2.3828 2022/08/15 10:24:47 - mmengine - INFO - Epoch(train) [150][3700/3757] lr: 3.7257e-02 eta: 1 day, 11:19:46 time: 0.3225 data_time: 0.0172 memory: 9201 grad_norm: 3.1171 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5292 loss: 2.5292 2022/08/15 10:25:05 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 10:25:05 - mmengine - INFO - Epoch(train) [150][3757/3757] lr: 3.7257e-02 eta: 1 day, 11:19:34 time: 0.3059 data_time: 0.0159 memory: 9201 grad_norm: 3.1345 top1_acc: 0.4286 top5_acc: 0.8571 loss_cls: 2.4064 loss: 2.4064 2022/08/15 10:25:28 - mmengine - INFO - Epoch(val) [150][100/310] eta: 0:00:47 time: 0.2271 data_time: 0.1173 memory: 1522 2022/08/15 10:25:49 - mmengine - INFO - Epoch(val) [150][200/310] eta: 0:00:20 time: 0.1850 data_time: 0.0752 memory: 1522 2022/08/15 10:26:10 - mmengine - INFO - Epoch(val) [150][300/310] eta: 0:00:02 time: 0.2204 data_time: 0.1109 memory: 1522 2022/08/15 10:26:14 - mmengine - INFO - Epoch(val) [150][310/310] acc/top1: 0.4960 acc/top5: 0.7532 acc/mean1: 0.4959 2022/08/15 10:26:14 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb/best_acc/top1_epoch_146.pth is removed 2022/08/15 10:26:17 - mmengine - INFO - The best checkpoint with 0.4960 acc/top1 at 151 epoch is saved to best_acc/top1_epoch_151.pth. 2022/08/15 10:26:50 - mmengine - INFO - Epoch(train) [151][100/3757] lr: 3.6664e-02 eta: 1 day, 11:18:54 time: 0.3258 data_time: 0.0199 memory: 9201 grad_norm: 3.2560 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3858 loss: 2.3858 2022/08/15 10:27:23 - mmengine - INFO - Epoch(train) [151][200/3757] lr: 3.6664e-02 eta: 1 day, 11:18:22 time: 0.3232 data_time: 0.0168 memory: 9201 grad_norm: 3.2121 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4478 loss: 2.4478 2022/08/15 10:27:56 - mmengine - INFO - Epoch(train) [151][300/3757] lr: 3.6664e-02 eta: 1 day, 11:17:51 time: 0.3226 data_time: 0.0170 memory: 9201 grad_norm: 3.2307 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3714 loss: 2.3714 2022/08/15 10:28:28 - mmengine - INFO - Epoch(train) [151][400/3757] lr: 3.6664e-02 eta: 1 day, 11:17:19 time: 0.3218 data_time: 0.0174 memory: 9201 grad_norm: 3.3047 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4105 loss: 2.4105 2022/08/15 10:28:45 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 10:29:01 - mmengine - INFO - Epoch(train) [151][500/3757] lr: 3.6664e-02 eta: 1 day, 11:16:47 time: 0.3241 data_time: 0.0188 memory: 9201 grad_norm: 3.2904 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4905 loss: 2.4905 2022/08/15 10:29:33 - mmengine - INFO - Epoch(train) [151][600/3757] lr: 3.6664e-02 eta: 1 day, 11:16:16 time: 0.3222 data_time: 0.0173 memory: 9201 grad_norm: 3.1826 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9014 loss: 2.9014 2022/08/15 10:30:06 - mmengine - INFO - Epoch(train) [151][700/3757] lr: 3.6664e-02 eta: 1 day, 11:15:44 time: 0.3230 data_time: 0.0175 memory: 9201 grad_norm: 3.1496 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2669 loss: 2.2669 2022/08/15 10:30:39 - mmengine - INFO - Epoch(train) [151][800/3757] lr: 3.6664e-02 eta: 1 day, 11:15:13 time: 0.3220 data_time: 0.0173 memory: 9201 grad_norm: 3.3094 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.5917 loss: 2.5917 2022/08/15 10:31:11 - mmengine - INFO - Epoch(train) [151][900/3757] lr: 3.6664e-02 eta: 1 day, 11:14:41 time: 0.3234 data_time: 0.0182 memory: 9201 grad_norm: 3.2416 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4432 loss: 2.4432 2022/08/15 10:31:44 - mmengine - INFO - Epoch(train) [151][1000/3757] lr: 3.6664e-02 eta: 1 day, 11:14:10 time: 0.3247 data_time: 0.0176 memory: 9201 grad_norm: 3.3579 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7211 loss: 2.7211 2022/08/15 10:32:16 - mmengine - INFO - Epoch(train) [151][1100/3757] lr: 3.6664e-02 eta: 1 day, 11:13:38 time: 0.3226 data_time: 0.0174 memory: 9201 grad_norm: 3.2748 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7574 loss: 2.7574 2022/08/15 10:32:49 - mmengine - INFO - Epoch(train) [151][1200/3757] lr: 3.6664e-02 eta: 1 day, 11:13:06 time: 0.3248 data_time: 0.0181 memory: 9201 grad_norm: 3.2135 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4850 loss: 2.4850 2022/08/15 10:33:22 - mmengine - INFO - Epoch(train) [151][1300/3757] lr: 3.6664e-02 eta: 1 day, 11:12:35 time: 0.3263 data_time: 0.0184 memory: 9201 grad_norm: 3.2497 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5355 loss: 2.5355 2022/08/15 10:33:54 - mmengine - INFO - Epoch(train) [151][1400/3757] lr: 3.6664e-02 eta: 1 day, 11:12:03 time: 0.3242 data_time: 0.0186 memory: 9201 grad_norm: 3.2907 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.5515 loss: 2.5515 2022/08/15 10:34:11 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 10:34:27 - mmengine - INFO - Epoch(train) [151][1500/3757] lr: 3.6664e-02 eta: 1 day, 11:11:32 time: 0.3222 data_time: 0.0171 memory: 9201 grad_norm: 3.3060 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5621 loss: 2.5621 2022/08/15 10:35:00 - mmengine - INFO - Epoch(train) [151][1600/3757] lr: 3.6664e-02 eta: 1 day, 11:11:00 time: 0.3259 data_time: 0.0188 memory: 9201 grad_norm: 3.2122 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4887 loss: 2.4887 2022/08/15 10:35:32 - mmengine - INFO - Epoch(train) [151][1700/3757] lr: 3.6664e-02 eta: 1 day, 11:10:29 time: 0.3241 data_time: 0.0183 memory: 9201 grad_norm: 3.1848 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4831 loss: 2.4831 2022/08/15 10:36:05 - mmengine - INFO - Epoch(train) [151][1800/3757] lr: 3.6664e-02 eta: 1 day, 11:09:57 time: 0.3242 data_time: 0.0188 memory: 9201 grad_norm: 3.2619 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4322 loss: 2.4322 2022/08/15 10:36:37 - mmengine - INFO - Epoch(train) [151][1900/3757] lr: 3.6664e-02 eta: 1 day, 11:09:25 time: 0.3236 data_time: 0.0179 memory: 9201 grad_norm: 3.2465 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4538 loss: 2.4538 2022/08/15 10:37:10 - mmengine - INFO - Epoch(train) [151][2000/3757] lr: 3.6664e-02 eta: 1 day, 11:08:54 time: 0.3210 data_time: 0.0174 memory: 9201 grad_norm: 3.3149 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2380 loss: 2.2380 2022/08/15 10:37:43 - mmengine - INFO - Epoch(train) [151][2100/3757] lr: 3.6664e-02 eta: 1 day, 11:08:22 time: 0.3223 data_time: 0.0170 memory: 9201 grad_norm: 3.2615 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1536 loss: 3.1536 2022/08/15 10:38:15 - mmengine - INFO - Epoch(train) [151][2200/3757] lr: 3.6664e-02 eta: 1 day, 11:07:51 time: 0.3251 data_time: 0.0180 memory: 9201 grad_norm: 3.2201 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5802 loss: 2.5802 2022/08/15 10:38:48 - mmengine - INFO - Epoch(train) [151][2300/3757] lr: 3.6664e-02 eta: 1 day, 11:07:19 time: 0.3235 data_time: 0.0169 memory: 9201 grad_norm: 3.3426 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9038 loss: 2.9038 2022/08/15 10:39:21 - mmengine - INFO - Epoch(train) [151][2400/3757] lr: 3.6664e-02 eta: 1 day, 11:06:48 time: 0.3225 data_time: 0.0176 memory: 9201 grad_norm: 3.1847 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7838 loss: 2.7838 2022/08/15 10:39:37 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 10:39:53 - mmengine - INFO - Epoch(train) [151][2500/3757] lr: 3.6664e-02 eta: 1 day, 11:06:16 time: 0.3259 data_time: 0.0185 memory: 9201 grad_norm: 3.2727 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.3738 loss: 2.3738 2022/08/15 10:40:26 - mmengine - INFO - Epoch(train) [151][2600/3757] lr: 3.6664e-02 eta: 1 day, 11:05:44 time: 0.3245 data_time: 0.0173 memory: 9201 grad_norm: 3.2028 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8295 loss: 2.8295 2022/08/15 10:40:59 - mmengine - INFO - Epoch(train) [151][2700/3757] lr: 3.6664e-02 eta: 1 day, 11:05:13 time: 0.3231 data_time: 0.0171 memory: 9201 grad_norm: 3.2316 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8958 loss: 2.8958 2022/08/15 10:41:31 - mmengine - INFO - Epoch(train) [151][2800/3757] lr: 3.6664e-02 eta: 1 day, 11:04:42 time: 0.3252 data_time: 0.0192 memory: 9201 grad_norm: 3.1783 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3281 loss: 2.3281 2022/08/15 10:42:05 - mmengine - INFO - Epoch(train) [151][2900/3757] lr: 3.6664e-02 eta: 1 day, 11:04:11 time: 0.3586 data_time: 0.0175 memory: 9201 grad_norm: 3.2276 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.6744 loss: 2.6744 2022/08/15 10:42:38 - mmengine - INFO - Epoch(train) [151][3000/3757] lr: 3.6664e-02 eta: 1 day, 11:03:39 time: 0.3218 data_time: 0.0178 memory: 9201 grad_norm: 3.2390 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3086 loss: 2.3086 2022/08/15 10:43:11 - mmengine - INFO - Epoch(train) [151][3100/3757] lr: 3.6664e-02 eta: 1 day, 11:03:08 time: 0.3240 data_time: 0.0182 memory: 9201 grad_norm: 3.2201 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.5199 loss: 2.5199 2022/08/15 10:43:44 - mmengine - INFO - Epoch(train) [151][3200/3757] lr: 3.6664e-02 eta: 1 day, 11:02:37 time: 0.3295 data_time: 0.0193 memory: 9201 grad_norm: 3.2813 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7005 loss: 2.7005 2022/08/15 10:44:17 - mmengine - INFO - Epoch(train) [151][3300/3757] lr: 3.6664e-02 eta: 1 day, 11:02:05 time: 0.3238 data_time: 0.0190 memory: 9201 grad_norm: 3.1024 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.8834 loss: 2.8834 2022/08/15 10:44:49 - mmengine - INFO - Epoch(train) [151][3400/3757] lr: 3.6664e-02 eta: 1 day, 11:01:34 time: 0.3214 data_time: 0.0174 memory: 9201 grad_norm: 3.2299 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7765 loss: 2.7765 2022/08/15 10:45:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 10:45:22 - mmengine - INFO - Epoch(train) [151][3500/3757] lr: 3.6664e-02 eta: 1 day, 11:01:02 time: 0.3240 data_time: 0.0174 memory: 9201 grad_norm: 3.1697 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5996 loss: 2.5996 2022/08/15 10:45:55 - mmengine - INFO - Epoch(train) [151][3600/3757] lr: 3.6664e-02 eta: 1 day, 11:00:31 time: 0.3266 data_time: 0.0190 memory: 9201 grad_norm: 3.1075 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4449 loss: 2.4449 2022/08/15 10:46:27 - mmengine - INFO - Epoch(train) [151][3700/3757] lr: 3.6664e-02 eta: 1 day, 10:59:59 time: 0.3228 data_time: 0.0181 memory: 9201 grad_norm: 3.2272 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5749 loss: 2.5749 2022/08/15 10:46:46 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 10:46:46 - mmengine - INFO - Epoch(train) [151][3757/3757] lr: 3.6664e-02 eta: 1 day, 10:59:46 time: 0.3087 data_time: 0.0192 memory: 9201 grad_norm: 3.3063 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 2.5837 loss: 2.5837 2022/08/15 10:47:20 - mmengine - INFO - Epoch(train) [152][100/3757] lr: 3.6074e-02 eta: 1 day, 10:59:07 time: 0.3223 data_time: 0.0178 memory: 9201 grad_norm: 3.1343 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2893 loss: 2.2893 2022/08/15 10:47:53 - mmengine - INFO - Epoch(train) [152][200/3757] lr: 3.6074e-02 eta: 1 day, 10:58:35 time: 0.3236 data_time: 0.0182 memory: 9201 grad_norm: 3.1573 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.7550 loss: 2.7550 2022/08/15 10:48:26 - mmengine - INFO - Epoch(train) [152][300/3757] lr: 3.6074e-02 eta: 1 day, 10:58:04 time: 0.3244 data_time: 0.0179 memory: 9201 grad_norm: 3.2187 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5454 loss: 2.5454 2022/08/15 10:48:58 - mmengine - INFO - Epoch(train) [152][400/3757] lr: 3.6074e-02 eta: 1 day, 10:57:32 time: 0.3236 data_time: 0.0178 memory: 9201 grad_norm: 3.2655 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6539 loss: 2.6539 2022/08/15 10:49:31 - mmengine - INFO - Epoch(train) [152][500/3757] lr: 3.6074e-02 eta: 1 day, 10:57:01 time: 0.3225 data_time: 0.0173 memory: 9201 grad_norm: 3.2105 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6837 loss: 2.6837 2022/08/15 10:50:03 - mmengine - INFO - Epoch(train) [152][600/3757] lr: 3.6074e-02 eta: 1 day, 10:56:29 time: 0.3246 data_time: 0.0186 memory: 9201 grad_norm: 3.3549 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3351 loss: 2.3351 2022/08/15 10:50:34 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 10:50:36 - mmengine - INFO - Epoch(train) [152][700/3757] lr: 3.6074e-02 eta: 1 day, 10:55:57 time: 0.3223 data_time: 0.0175 memory: 9201 grad_norm: 3.1111 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5658 loss: 2.5658 2022/08/15 10:51:09 - mmengine - INFO - Epoch(train) [152][800/3757] lr: 3.6074e-02 eta: 1 day, 10:55:26 time: 0.3256 data_time: 0.0176 memory: 9201 grad_norm: 3.1699 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7458 loss: 2.7458 2022/08/15 10:51:41 - mmengine - INFO - Epoch(train) [152][900/3757] lr: 3.6074e-02 eta: 1 day, 10:54:54 time: 0.3235 data_time: 0.0170 memory: 9201 grad_norm: 3.2312 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7734 loss: 2.7734 2022/08/15 10:52:14 - mmengine - INFO - Epoch(train) [152][1000/3757] lr: 3.6074e-02 eta: 1 day, 10:54:23 time: 0.3246 data_time: 0.0166 memory: 9201 grad_norm: 3.2538 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.4499 loss: 2.4499 2022/08/15 10:52:47 - mmengine - INFO - Epoch(train) [152][1100/3757] lr: 3.6074e-02 eta: 1 day, 10:53:51 time: 0.3285 data_time: 0.0192 memory: 9201 grad_norm: 3.2571 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5485 loss: 2.5485 2022/08/15 10:53:20 - mmengine - INFO - Epoch(train) [152][1200/3757] lr: 3.6074e-02 eta: 1 day, 10:53:20 time: 0.3246 data_time: 0.0181 memory: 9201 grad_norm: 3.2676 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6742 loss: 2.6742 2022/08/15 10:53:52 - mmengine - INFO - Epoch(train) [152][1300/3757] lr: 3.6074e-02 eta: 1 day, 10:52:48 time: 0.3230 data_time: 0.0171 memory: 9201 grad_norm: 3.2489 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6779 loss: 2.6779 2022/08/15 10:54:25 - mmengine - INFO - Epoch(train) [152][1400/3757] lr: 3.6074e-02 eta: 1 day, 10:52:17 time: 0.3260 data_time: 0.0175 memory: 9201 grad_norm: 3.3642 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3103 loss: 2.3103 2022/08/15 10:54:58 - mmengine - INFO - Epoch(train) [152][1500/3757] lr: 3.6074e-02 eta: 1 day, 10:51:45 time: 0.3240 data_time: 0.0171 memory: 9201 grad_norm: 3.2405 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.6017 loss: 2.6017 2022/08/15 10:55:31 - mmengine - INFO - Epoch(train) [152][1600/3757] lr: 3.6074e-02 eta: 1 day, 10:51:14 time: 0.3235 data_time: 0.0174 memory: 9201 grad_norm: 3.2348 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3421 loss: 2.3421 2022/08/15 10:56:03 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 10:56:05 - mmengine - INFO - Epoch(train) [152][1700/3757] lr: 3.6074e-02 eta: 1 day, 10:50:43 time: 0.3488 data_time: 0.0169 memory: 9201 grad_norm: 3.1685 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2804 loss: 2.2804 2022/08/15 10:56:38 - mmengine - INFO - Epoch(train) [152][1800/3757] lr: 3.6074e-02 eta: 1 day, 10:50:12 time: 0.3255 data_time: 0.0171 memory: 9201 grad_norm: 3.3868 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.5967 loss: 2.5967 2022/08/15 10:57:11 - mmengine - INFO - Epoch(train) [152][1900/3757] lr: 3.6074e-02 eta: 1 day, 10:49:41 time: 0.3234 data_time: 0.0169 memory: 9201 grad_norm: 3.2700 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6214 loss: 2.6214 2022/08/15 10:57:44 - mmengine - INFO - Epoch(train) [152][2000/3757] lr: 3.6074e-02 eta: 1 day, 10:49:10 time: 0.3245 data_time: 0.0185 memory: 9201 grad_norm: 3.2061 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5285 loss: 2.5285 2022/08/15 10:58:17 - mmengine - INFO - Epoch(train) [152][2100/3757] lr: 3.6074e-02 eta: 1 day, 10:48:38 time: 0.3250 data_time: 0.0181 memory: 9201 grad_norm: 3.2290 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5581 loss: 2.5581 2022/08/15 10:58:50 - mmengine - INFO - Epoch(train) [152][2200/3757] lr: 3.6074e-02 eta: 1 day, 10:48:07 time: 0.3240 data_time: 0.0164 memory: 9201 grad_norm: 3.1753 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5858 loss: 2.5858 2022/08/15 10:59:22 - mmengine - INFO - Epoch(train) [152][2300/3757] lr: 3.6074e-02 eta: 1 day, 10:47:35 time: 0.3290 data_time: 0.0172 memory: 9201 grad_norm: 3.2043 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2336 loss: 2.2336 2022/08/15 10:59:55 - mmengine - INFO - Epoch(train) [152][2400/3757] lr: 3.6074e-02 eta: 1 day, 10:47:04 time: 0.3231 data_time: 0.0170 memory: 9201 grad_norm: 3.2133 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.5627 loss: 2.5627 2022/08/15 11:00:28 - mmengine - INFO - Epoch(train) [152][2500/3757] lr: 3.6074e-02 eta: 1 day, 10:46:32 time: 0.3232 data_time: 0.0178 memory: 9201 grad_norm: 3.1966 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6600 loss: 2.6600 2022/08/15 11:01:01 - mmengine - INFO - Epoch(train) [152][2600/3757] lr: 3.6074e-02 eta: 1 day, 10:46:01 time: 0.3228 data_time: 0.0179 memory: 9201 grad_norm: 3.2352 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5097 loss: 2.5097 2022/08/15 11:01:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 11:01:33 - mmengine - INFO - Epoch(train) [152][2700/3757] lr: 3.6074e-02 eta: 1 day, 10:45:29 time: 0.3283 data_time: 0.0179 memory: 9201 grad_norm: 3.2368 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.5362 loss: 2.5362 2022/08/15 11:02:06 - mmengine - INFO - Epoch(train) [152][2800/3757] lr: 3.6074e-02 eta: 1 day, 10:44:58 time: 0.3268 data_time: 0.0171 memory: 9201 grad_norm: 3.1892 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.5852 loss: 2.5852 2022/08/15 11:02:39 - mmengine - INFO - Epoch(train) [152][2900/3757] lr: 3.6074e-02 eta: 1 day, 10:44:26 time: 0.3257 data_time: 0.0178 memory: 9201 grad_norm: 3.1030 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.4779 loss: 2.4779 2022/08/15 11:03:11 - mmengine - INFO - Epoch(train) [152][3000/3757] lr: 3.6074e-02 eta: 1 day, 10:43:55 time: 0.3241 data_time: 0.0169 memory: 9201 grad_norm: 3.2392 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1953 loss: 2.1953 2022/08/15 11:03:45 - mmengine - INFO - Epoch(train) [152][3100/3757] lr: 3.6074e-02 eta: 1 day, 10:43:23 time: 0.3250 data_time: 0.0178 memory: 9201 grad_norm: 3.2906 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7786 loss: 2.7786 2022/08/15 11:04:17 - mmengine - INFO - Epoch(train) [152][3200/3757] lr: 3.6074e-02 eta: 1 day, 10:42:52 time: 0.3304 data_time: 0.0185 memory: 9201 grad_norm: 3.2491 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.6353 loss: 2.6353 2022/08/15 11:04:50 - mmengine - INFO - Epoch(train) [152][3300/3757] lr: 3.6074e-02 eta: 1 day, 10:42:20 time: 0.3242 data_time: 0.0168 memory: 9201 grad_norm: 3.2724 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5571 loss: 2.5571 2022/08/15 11:05:23 - mmengine - INFO - Epoch(train) [152][3400/3757] lr: 3.6074e-02 eta: 1 day, 10:41:49 time: 0.3232 data_time: 0.0165 memory: 9201 grad_norm: 3.2941 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5240 loss: 2.5240 2022/08/15 11:05:56 - mmengine - INFO - Epoch(train) [152][3500/3757] lr: 3.6074e-02 eta: 1 day, 10:41:17 time: 0.3250 data_time: 0.0171 memory: 9201 grad_norm: 3.2627 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5960 loss: 2.5960 2022/08/15 11:06:28 - mmengine - INFO - Epoch(train) [152][3600/3757] lr: 3.6074e-02 eta: 1 day, 10:40:46 time: 0.3235 data_time: 0.0170 memory: 9201 grad_norm: 3.3031 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7229 loss: 2.7229 2022/08/15 11:06:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 11:07:01 - mmengine - INFO - Epoch(train) [152][3700/3757] lr: 3.6074e-02 eta: 1 day, 10:40:14 time: 0.3226 data_time: 0.0171 memory: 9201 grad_norm: 3.2448 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8757 loss: 2.8757 2022/08/15 11:07:19 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 11:07:19 - mmengine - INFO - Epoch(train) [152][3757/3757] lr: 3.6074e-02 eta: 1 day, 10:40:02 time: 0.3072 data_time: 0.0156 memory: 9201 grad_norm: 3.2234 top1_acc: 0.5714 top5_acc: 0.5714 loss_cls: 2.7474 loss: 2.7474 2022/08/15 11:07:19 - mmengine - INFO - Saving checkpoint at 152 epochs 2022/08/15 11:07:57 - mmengine - INFO - Epoch(train) [153][100/3757] lr: 3.5486e-02 eta: 1 day, 10:39:21 time: 0.3239 data_time: 0.0174 memory: 9201 grad_norm: 3.2789 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3724 loss: 2.3724 2022/08/15 11:08:30 - mmengine - INFO - Epoch(train) [153][200/3757] lr: 3.5486e-02 eta: 1 day, 10:38:50 time: 0.3245 data_time: 0.0176 memory: 9201 grad_norm: 3.1651 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3260 loss: 2.3260 2022/08/15 11:09:02 - mmengine - INFO - Epoch(train) [153][300/3757] lr: 3.5486e-02 eta: 1 day, 10:38:18 time: 0.3234 data_time: 0.0172 memory: 9201 grad_norm: 3.2896 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2129 loss: 2.2129 2022/08/15 11:09:35 - mmengine - INFO - Epoch(train) [153][400/3757] lr: 3.5486e-02 eta: 1 day, 10:37:47 time: 0.3278 data_time: 0.0181 memory: 9201 grad_norm: 3.2526 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4197 loss: 2.4197 2022/08/15 11:10:08 - mmengine - INFO - Epoch(train) [153][500/3757] lr: 3.5486e-02 eta: 1 day, 10:37:15 time: 0.3238 data_time: 0.0168 memory: 9201 grad_norm: 3.2264 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3858 loss: 2.3858 2022/08/15 11:10:41 - mmengine - INFO - Epoch(train) [153][600/3757] lr: 3.5486e-02 eta: 1 day, 10:36:44 time: 0.3257 data_time: 0.0174 memory: 9201 grad_norm: 3.1482 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.5315 loss: 2.5315 2022/08/15 11:11:13 - mmengine - INFO - Epoch(train) [153][700/3757] lr: 3.5486e-02 eta: 1 day, 10:36:12 time: 0.3246 data_time: 0.0181 memory: 9201 grad_norm: 3.2324 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3709 loss: 2.3709 2022/08/15 11:11:46 - mmengine - INFO - Epoch(train) [153][800/3757] lr: 3.5486e-02 eta: 1 day, 10:35:41 time: 0.3229 data_time: 0.0169 memory: 9201 grad_norm: 3.3350 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6962 loss: 2.6962 2022/08/15 11:12:19 - mmengine - INFO - Epoch(train) [153][900/3757] lr: 3.5486e-02 eta: 1 day, 10:35:09 time: 0.3236 data_time: 0.0167 memory: 9201 grad_norm: 3.2637 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6539 loss: 2.6539 2022/08/15 11:12:30 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 11:12:51 - mmengine - INFO - Epoch(train) [153][1000/3757] lr: 3.5486e-02 eta: 1 day, 10:34:38 time: 0.3217 data_time: 0.0158 memory: 9201 grad_norm: 3.2108 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3962 loss: 2.3962 2022/08/15 11:13:24 - mmengine - INFO - Epoch(train) [153][1100/3757] lr: 3.5486e-02 eta: 1 day, 10:34:06 time: 0.3255 data_time: 0.0164 memory: 9201 grad_norm: 3.2489 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5613 loss: 2.5613 2022/08/15 11:13:57 - mmengine - INFO - Epoch(train) [153][1200/3757] lr: 3.5486e-02 eta: 1 day, 10:33:34 time: 0.3244 data_time: 0.0176 memory: 9201 grad_norm: 3.3032 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.3365 loss: 2.3365 2022/08/15 11:14:29 - mmengine - INFO - Epoch(train) [153][1300/3757] lr: 3.5486e-02 eta: 1 day, 10:33:03 time: 0.3231 data_time: 0.0174 memory: 9201 grad_norm: 3.1652 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8278 loss: 2.8278 2022/08/15 11:15:02 - mmengine - INFO - Epoch(train) [153][1400/3757] lr: 3.5486e-02 eta: 1 day, 10:32:31 time: 0.3227 data_time: 0.0165 memory: 9201 grad_norm: 3.3865 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5451 loss: 2.5451 2022/08/15 11:15:35 - mmengine - INFO - Epoch(train) [153][1500/3757] lr: 3.5486e-02 eta: 1 day, 10:32:00 time: 0.3385 data_time: 0.0181 memory: 9201 grad_norm: 3.1538 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6656 loss: 2.6656 2022/08/15 11:16:08 - mmengine - INFO - Epoch(train) [153][1600/3757] lr: 3.5486e-02 eta: 1 day, 10:31:28 time: 0.3264 data_time: 0.0171 memory: 9201 grad_norm: 3.2053 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4497 loss: 2.4497 2022/08/15 11:16:40 - mmengine - INFO - Epoch(train) [153][1700/3757] lr: 3.5486e-02 eta: 1 day, 10:30:57 time: 0.3265 data_time: 0.0166 memory: 9201 grad_norm: 3.1640 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.3041 loss: 2.3041 2022/08/15 11:17:13 - mmengine - INFO - Epoch(train) [153][1800/3757] lr: 3.5486e-02 eta: 1 day, 10:30:25 time: 0.3224 data_time: 0.0170 memory: 9201 grad_norm: 3.1206 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 2.5912 loss: 2.5912 2022/08/15 11:17:46 - mmengine - INFO - Epoch(train) [153][1900/3757] lr: 3.5486e-02 eta: 1 day, 10:29:54 time: 0.3248 data_time: 0.0174 memory: 9201 grad_norm: 3.2890 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.4647 loss: 2.4647 2022/08/15 11:17:58 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 11:18:19 - mmengine - INFO - Epoch(train) [153][2000/3757] lr: 3.5486e-02 eta: 1 day, 10:29:23 time: 0.3271 data_time: 0.0178 memory: 9201 grad_norm: 3.2421 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7400 loss: 2.7400 2022/08/15 11:18:52 - mmengine - INFO - Epoch(train) [153][2100/3757] lr: 3.5486e-02 eta: 1 day, 10:28:51 time: 0.3234 data_time: 0.0172 memory: 9201 grad_norm: 3.1677 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4989 loss: 2.4989 2022/08/15 11:19:24 - mmengine - INFO - Epoch(train) [153][2200/3757] lr: 3.5486e-02 eta: 1 day, 10:28:19 time: 0.3243 data_time: 0.0167 memory: 9201 grad_norm: 3.1338 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4305 loss: 2.4305 2022/08/15 11:19:57 - mmengine - INFO - Epoch(train) [153][2300/3757] lr: 3.5486e-02 eta: 1 day, 10:27:48 time: 0.3273 data_time: 0.0179 memory: 9201 grad_norm: 3.2605 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3534 loss: 2.3534 2022/08/15 11:20:30 - mmengine - INFO - Epoch(train) [153][2400/3757] lr: 3.5486e-02 eta: 1 day, 10:27:16 time: 0.3232 data_time: 0.0163 memory: 9201 grad_norm: 3.1849 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1911 loss: 2.1911 2022/08/15 11:21:02 - mmengine - INFO - Epoch(train) [153][2500/3757] lr: 3.5486e-02 eta: 1 day, 10:26:45 time: 0.3218 data_time: 0.0175 memory: 9201 grad_norm: 3.2672 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5833 loss: 2.5833 2022/08/15 11:21:35 - mmengine - INFO - Epoch(train) [153][2600/3757] lr: 3.5486e-02 eta: 1 day, 10:26:13 time: 0.3240 data_time: 0.0168 memory: 9201 grad_norm: 3.2950 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7274 loss: 2.7274 2022/08/15 11:22:08 - mmengine - INFO - Epoch(train) [153][2700/3757] lr: 3.5486e-02 eta: 1 day, 10:25:42 time: 0.3241 data_time: 0.0182 memory: 9201 grad_norm: 3.2760 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5255 loss: 2.5255 2022/08/15 11:22:40 - mmengine - INFO - Epoch(train) [153][2800/3757] lr: 3.5486e-02 eta: 1 day, 10:25:10 time: 0.3267 data_time: 0.0172 memory: 9201 grad_norm: 3.2632 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7347 loss: 2.7347 2022/08/15 11:23:13 - mmengine - INFO - Epoch(train) [153][2900/3757] lr: 3.5486e-02 eta: 1 day, 10:24:38 time: 0.3227 data_time: 0.0162 memory: 9201 grad_norm: 3.2413 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5462 loss: 2.5462 2022/08/15 11:23:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 11:23:46 - mmengine - INFO - Epoch(train) [153][3000/3757] lr: 3.5486e-02 eta: 1 day, 10:24:07 time: 0.3248 data_time: 0.0175 memory: 9201 grad_norm: 3.1910 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3797 loss: 2.3797 2022/08/15 11:24:18 - mmengine - INFO - Epoch(train) [153][3100/3757] lr: 3.5486e-02 eta: 1 day, 10:23:35 time: 0.3245 data_time: 0.0173 memory: 9201 grad_norm: 3.3419 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4500 loss: 2.4500 2022/08/15 11:24:51 - mmengine - INFO - Epoch(train) [153][3200/3757] lr: 3.5486e-02 eta: 1 day, 10:23:04 time: 0.3228 data_time: 0.0171 memory: 9201 grad_norm: 3.3044 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0990 loss: 2.0990 2022/08/15 11:25:24 - mmengine - INFO - Epoch(train) [153][3300/3757] lr: 3.5486e-02 eta: 1 day, 10:22:32 time: 0.3236 data_time: 0.0167 memory: 9201 grad_norm: 3.2947 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3370 loss: 2.3370 2022/08/15 11:25:56 - mmengine - INFO - Epoch(train) [153][3400/3757] lr: 3.5486e-02 eta: 1 day, 10:22:01 time: 0.3255 data_time: 0.0184 memory: 9201 grad_norm: 3.3944 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3355 loss: 2.3355 2022/08/15 11:26:29 - mmengine - INFO - Epoch(train) [153][3500/3757] lr: 3.5486e-02 eta: 1 day, 10:21:29 time: 0.3239 data_time: 0.0168 memory: 9201 grad_norm: 3.2995 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.3715 loss: 2.3715 2022/08/15 11:27:02 - mmengine - INFO - Epoch(train) [153][3600/3757] lr: 3.5486e-02 eta: 1 day, 10:20:58 time: 0.3246 data_time: 0.0184 memory: 9201 grad_norm: 3.3350 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.7739 loss: 2.7739 2022/08/15 11:27:35 - mmengine - INFO - Epoch(train) [153][3700/3757] lr: 3.5486e-02 eta: 1 day, 10:20:26 time: 0.3252 data_time: 0.0178 memory: 9201 grad_norm: 3.2293 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7372 loss: 2.7372 2022/08/15 11:27:53 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 11:27:53 - mmengine - INFO - Epoch(train) [153][3757/3757] lr: 3.5486e-02 eta: 1 day, 10:20:14 time: 0.3093 data_time: 0.0161 memory: 9201 grad_norm: 3.2752 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 2.4970 loss: 2.4970 2022/08/15 11:28:28 - mmengine - INFO - Epoch(train) [154][100/3757] lr: 3.4900e-02 eta: 1 day, 10:19:34 time: 0.3235 data_time: 0.0178 memory: 9201 grad_norm: 3.2060 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2966 loss: 2.2966 2022/08/15 11:28:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 11:29:01 - mmengine - INFO - Epoch(train) [154][200/3757] lr: 3.4900e-02 eta: 1 day, 10:19:03 time: 0.3248 data_time: 0.0174 memory: 9201 grad_norm: 3.1910 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5865 loss: 2.5865 2022/08/15 11:29:33 - mmengine - INFO - Epoch(train) [154][300/3757] lr: 3.4900e-02 eta: 1 day, 10:18:31 time: 0.3224 data_time: 0.0165 memory: 9201 grad_norm: 3.3465 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5094 loss: 2.5094 2022/08/15 11:30:06 - mmengine - INFO - Epoch(train) [154][400/3757] lr: 3.4900e-02 eta: 1 day, 10:18:00 time: 0.3247 data_time: 0.0181 memory: 9201 grad_norm: 3.2909 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.8300 loss: 2.8300 2022/08/15 11:30:38 - mmengine - INFO - Epoch(train) [154][500/3757] lr: 3.4900e-02 eta: 1 day, 10:17:28 time: 0.3246 data_time: 0.0168 memory: 9201 grad_norm: 3.3235 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6091 loss: 2.6091 2022/08/15 11:31:11 - mmengine - INFO - Epoch(train) [154][600/3757] lr: 3.4900e-02 eta: 1 day, 10:16:56 time: 0.3234 data_time: 0.0175 memory: 9201 grad_norm: 3.3232 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.3294 loss: 2.3294 2022/08/15 11:31:44 - mmengine - INFO - Epoch(train) [154][700/3757] lr: 3.4900e-02 eta: 1 day, 10:16:25 time: 0.3215 data_time: 0.0165 memory: 9201 grad_norm: 3.3482 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8658 loss: 2.8658 2022/08/15 11:32:16 - mmengine - INFO - Epoch(train) [154][800/3757] lr: 3.4900e-02 eta: 1 day, 10:15:53 time: 0.3235 data_time: 0.0170 memory: 9201 grad_norm: 3.3302 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5419 loss: 2.5419 2022/08/15 11:32:49 - mmengine - INFO - Epoch(train) [154][900/3757] lr: 3.4900e-02 eta: 1 day, 10:15:22 time: 0.3258 data_time: 0.0183 memory: 9201 grad_norm: 3.2368 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.4552 loss: 2.4552 2022/08/15 11:33:22 - mmengine - INFO - Epoch(train) [154][1000/3757] lr: 3.4900e-02 eta: 1 day, 10:14:50 time: 0.3243 data_time: 0.0173 memory: 9201 grad_norm: 3.2110 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5566 loss: 2.5566 2022/08/15 11:33:55 - mmengine - INFO - Epoch(train) [154][1100/3757] lr: 3.4900e-02 eta: 1 day, 10:14:19 time: 0.3232 data_time: 0.0165 memory: 9201 grad_norm: 3.3518 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6471 loss: 2.6471 2022/08/15 11:34:21 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 11:34:27 - mmengine - INFO - Epoch(train) [154][1200/3757] lr: 3.4900e-02 eta: 1 day, 10:13:47 time: 0.3246 data_time: 0.0160 memory: 9201 grad_norm: 3.2560 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5147 loss: 2.5147 2022/08/15 11:35:00 - mmengine - INFO - Epoch(train) [154][1300/3757] lr: 3.4900e-02 eta: 1 day, 10:13:16 time: 0.3256 data_time: 0.0171 memory: 9201 grad_norm: 3.3895 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5050 loss: 2.5050 2022/08/15 11:35:33 - mmengine - INFO - Epoch(train) [154][1400/3757] lr: 3.4900e-02 eta: 1 day, 10:12:44 time: 0.3248 data_time: 0.0170 memory: 9201 grad_norm: 3.2614 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4543 loss: 2.4543 2022/08/15 11:36:05 - mmengine - INFO - Epoch(train) [154][1500/3757] lr: 3.4900e-02 eta: 1 day, 10:12:12 time: 0.3248 data_time: 0.0170 memory: 9201 grad_norm: 3.2524 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7358 loss: 2.7358 2022/08/15 11:36:38 - mmengine - INFO - Epoch(train) [154][1600/3757] lr: 3.4900e-02 eta: 1 day, 10:11:41 time: 0.3262 data_time: 0.0180 memory: 9201 grad_norm: 3.2307 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4371 loss: 2.4371 2022/08/15 11:37:11 - mmengine - INFO - Epoch(train) [154][1700/3757] lr: 3.4900e-02 eta: 1 day, 10:11:09 time: 0.3257 data_time: 0.0174 memory: 9201 grad_norm: 3.2754 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2623 loss: 2.2623 2022/08/15 11:37:43 - mmengine - INFO - Epoch(train) [154][1800/3757] lr: 3.4900e-02 eta: 1 day, 10:10:38 time: 0.3233 data_time: 0.0165 memory: 9201 grad_norm: 3.2655 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6140 loss: 2.6140 2022/08/15 11:38:16 - mmengine - INFO - Epoch(train) [154][1900/3757] lr: 3.4900e-02 eta: 1 day, 10:10:06 time: 0.3243 data_time: 0.0178 memory: 9201 grad_norm: 3.2178 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.4534 loss: 2.4534 2022/08/15 11:38:49 - mmengine - INFO - Epoch(train) [154][2000/3757] lr: 3.4900e-02 eta: 1 day, 10:09:35 time: 0.3283 data_time: 0.0179 memory: 9201 grad_norm: 3.3087 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8625 loss: 2.8625 2022/08/15 11:39:22 - mmengine - INFO - Epoch(train) [154][2100/3757] lr: 3.4900e-02 eta: 1 day, 10:09:03 time: 0.3264 data_time: 0.0184 memory: 9201 grad_norm: 3.1070 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3142 loss: 2.3142 2022/08/15 11:39:48 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 11:39:55 - mmengine - INFO - Epoch(train) [154][2200/3757] lr: 3.4900e-02 eta: 1 day, 10:08:32 time: 0.3237 data_time: 0.0171 memory: 9201 grad_norm: 3.2717 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5586 loss: 2.5586 2022/08/15 11:40:27 - mmengine - INFO - Epoch(train) [154][2300/3757] lr: 3.4900e-02 eta: 1 day, 10:08:00 time: 0.3234 data_time: 0.0171 memory: 9201 grad_norm: 3.2099 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5236 loss: 2.5236 2022/08/15 11:41:00 - mmengine - INFO - Epoch(train) [154][2400/3757] lr: 3.4900e-02 eta: 1 day, 10:07:28 time: 0.3249 data_time: 0.0184 memory: 9201 grad_norm: 3.3691 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5212 loss: 2.5212 2022/08/15 11:41:32 - mmengine - INFO - Epoch(train) [154][2500/3757] lr: 3.4900e-02 eta: 1 day, 10:06:57 time: 0.3236 data_time: 0.0174 memory: 9201 grad_norm: 3.1999 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5838 loss: 2.5838 2022/08/15 11:42:05 - mmengine - INFO - Epoch(train) [154][2600/3757] lr: 3.4900e-02 eta: 1 day, 10:06:25 time: 0.3245 data_time: 0.0167 memory: 9201 grad_norm: 3.2713 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5549 loss: 2.5549 2022/08/15 11:42:38 - mmengine - INFO - Epoch(train) [154][2700/3757] lr: 3.4900e-02 eta: 1 day, 10:05:54 time: 0.3252 data_time: 0.0169 memory: 9201 grad_norm: 3.1647 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3549 loss: 2.3549 2022/08/15 11:43:11 - mmengine - INFO - Epoch(train) [154][2800/3757] lr: 3.4900e-02 eta: 1 day, 10:05:22 time: 0.3238 data_time: 0.0166 memory: 9201 grad_norm: 3.2623 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6122 loss: 2.6122 2022/08/15 11:43:43 - mmengine - INFO - Epoch(train) [154][2900/3757] lr: 3.4900e-02 eta: 1 day, 10:04:51 time: 0.3261 data_time: 0.0174 memory: 9201 grad_norm: 3.3022 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 2.7383 loss: 2.7383 2022/08/15 11:44:16 - mmengine - INFO - Epoch(train) [154][3000/3757] lr: 3.4900e-02 eta: 1 day, 10:04:19 time: 0.3236 data_time: 0.0170 memory: 9201 grad_norm: 3.1927 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7427 loss: 2.7427 2022/08/15 11:44:49 - mmengine - INFO - Epoch(train) [154][3100/3757] lr: 3.4900e-02 eta: 1 day, 10:03:48 time: 0.3249 data_time: 0.0166 memory: 9201 grad_norm: 3.1982 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.3186 loss: 2.3186 2022/08/15 11:45:15 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 11:45:21 - mmengine - INFO - Epoch(train) [154][3200/3757] lr: 3.4900e-02 eta: 1 day, 10:03:16 time: 0.3258 data_time: 0.0177 memory: 9201 grad_norm: 3.3441 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4622 loss: 2.4622 2022/08/15 11:45:54 - mmengine - INFO - Epoch(train) [154][3300/3757] lr: 3.4900e-02 eta: 1 day, 10:02:44 time: 0.3241 data_time: 0.0172 memory: 9201 grad_norm: 3.2947 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.3243 loss: 2.3243 2022/08/15 11:46:27 - mmengine - INFO - Epoch(train) [154][3400/3757] lr: 3.4900e-02 eta: 1 day, 10:02:13 time: 0.3242 data_time: 0.0181 memory: 9201 grad_norm: 3.3842 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.5938 loss: 2.5938 2022/08/15 11:47:00 - mmengine - INFO - Epoch(train) [154][3500/3757] lr: 3.4900e-02 eta: 1 day, 10:01:41 time: 0.3228 data_time: 0.0171 memory: 9201 grad_norm: 3.2895 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2357 loss: 2.2357 2022/08/15 11:47:32 - mmengine - INFO - Epoch(train) [154][3600/3757] lr: 3.4900e-02 eta: 1 day, 10:01:10 time: 0.3281 data_time: 0.0176 memory: 9201 grad_norm: 3.2883 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3617 loss: 2.3617 2022/08/15 11:48:05 - mmengine - INFO - Epoch(train) [154][3700/3757] lr: 3.4900e-02 eta: 1 day, 10:00:38 time: 0.3238 data_time: 0.0168 memory: 9201 grad_norm: 3.2803 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3273 loss: 2.3273 2022/08/15 11:48:23 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 11:48:23 - mmengine - INFO - Epoch(train) [154][3757/3757] lr: 3.4900e-02 eta: 1 day, 10:00:26 time: 0.3079 data_time: 0.0158 memory: 9201 grad_norm: 3.2418 top1_acc: 0.5714 top5_acc: 0.5714 loss_cls: 2.5707 loss: 2.5707 2022/08/15 11:48:58 - mmengine - INFO - Epoch(train) [155][100/3757] lr: 3.4316e-02 eta: 1 day, 9:59:46 time: 0.3292 data_time: 0.0186 memory: 9201 grad_norm: 3.3210 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5085 loss: 2.5085 2022/08/15 11:49:31 - mmengine - INFO - Epoch(train) [155][200/3757] lr: 3.4316e-02 eta: 1 day, 9:59:15 time: 0.3252 data_time: 0.0182 memory: 9201 grad_norm: 3.2413 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3194 loss: 2.3194 2022/08/15 11:50:03 - mmengine - INFO - Epoch(train) [155][300/3757] lr: 3.4316e-02 eta: 1 day, 9:58:43 time: 0.3248 data_time: 0.0179 memory: 9201 grad_norm: 3.2995 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5208 loss: 2.5208 2022/08/15 11:50:36 - mmengine - INFO - Epoch(train) [155][400/3757] lr: 3.4316e-02 eta: 1 day, 9:58:12 time: 0.3223 data_time: 0.0164 memory: 9201 grad_norm: 3.2743 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.6136 loss: 2.6136 2022/08/15 11:50:43 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 11:51:09 - mmengine - INFO - Epoch(train) [155][500/3757] lr: 3.4316e-02 eta: 1 day, 9:57:40 time: 0.3263 data_time: 0.0187 memory: 9201 grad_norm: 3.2345 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3908 loss: 2.3908 2022/08/15 11:51:42 - mmengine - INFO - Epoch(train) [155][600/3757] lr: 3.4316e-02 eta: 1 day, 9:57:08 time: 0.3238 data_time: 0.0175 memory: 9201 grad_norm: 3.2783 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5781 loss: 2.5781 2022/08/15 11:52:14 - mmengine - INFO - Epoch(train) [155][700/3757] lr: 3.4316e-02 eta: 1 day, 9:56:37 time: 0.3238 data_time: 0.0169 memory: 9201 grad_norm: 3.3055 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5004 loss: 2.5004 2022/08/15 11:52:47 - mmengine - INFO - Epoch(train) [155][800/3757] lr: 3.4316e-02 eta: 1 day, 9:56:05 time: 0.3255 data_time: 0.0169 memory: 9201 grad_norm: 3.2590 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3476 loss: 2.3476 2022/08/15 11:53:20 - mmengine - INFO - Epoch(train) [155][900/3757] lr: 3.4316e-02 eta: 1 day, 9:55:34 time: 0.3226 data_time: 0.0166 memory: 9201 grad_norm: 3.2130 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8150 loss: 2.8150 2022/08/15 11:53:52 - mmengine - INFO - Epoch(train) [155][1000/3757] lr: 3.4316e-02 eta: 1 day, 9:55:02 time: 0.3232 data_time: 0.0173 memory: 9201 grad_norm: 3.3417 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4619 loss: 2.4619 2022/08/15 11:54:25 - mmengine - INFO - Epoch(train) [155][1100/3757] lr: 3.4316e-02 eta: 1 day, 9:54:31 time: 0.3241 data_time: 0.0168 memory: 9201 grad_norm: 3.3132 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2490 loss: 2.2490 2022/08/15 11:54:58 - mmengine - INFO - Epoch(train) [155][1200/3757] lr: 3.4316e-02 eta: 1 day, 9:53:59 time: 0.3266 data_time: 0.0174 memory: 9201 grad_norm: 3.3586 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.2076 loss: 2.2076 2022/08/15 11:55:30 - mmengine - INFO - Epoch(train) [155][1300/3757] lr: 3.4316e-02 eta: 1 day, 9:53:27 time: 0.3226 data_time: 0.0166 memory: 9201 grad_norm: 3.3862 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6162 loss: 2.6162 2022/08/15 11:56:03 - mmengine - INFO - Epoch(train) [155][1400/3757] lr: 3.4316e-02 eta: 1 day, 9:52:56 time: 0.3258 data_time: 0.0177 memory: 9201 grad_norm: 3.2496 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4752 loss: 2.4752 2022/08/15 11:56:10 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 11:56:36 - mmengine - INFO - Epoch(train) [155][1500/3757] lr: 3.4316e-02 eta: 1 day, 9:52:24 time: 0.3229 data_time: 0.0155 memory: 9201 grad_norm: 3.2157 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3917 loss: 2.3917 2022/08/15 11:57:08 - mmengine - INFO - Epoch(train) [155][1600/3757] lr: 3.4316e-02 eta: 1 day, 9:51:53 time: 0.3244 data_time: 0.0167 memory: 9201 grad_norm: 3.2944 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7472 loss: 2.7472 2022/08/15 11:57:41 - mmengine - INFO - Epoch(train) [155][1700/3757] lr: 3.4316e-02 eta: 1 day, 9:51:21 time: 0.3256 data_time: 0.0186 memory: 9201 grad_norm: 3.2526 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5190 loss: 2.5190 2022/08/15 11:58:14 - mmengine - INFO - Epoch(train) [155][1800/3757] lr: 3.4316e-02 eta: 1 day, 9:50:50 time: 0.3225 data_time: 0.0167 memory: 9201 grad_norm: 3.3259 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5430 loss: 2.5430 2022/08/15 11:58:47 - mmengine - INFO - Epoch(train) [155][1900/3757] lr: 3.4316e-02 eta: 1 day, 9:50:18 time: 0.3232 data_time: 0.0172 memory: 9201 grad_norm: 3.2236 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4148 loss: 2.4148 2022/08/15 11:59:20 - mmengine - INFO - Epoch(train) [155][2000/3757] lr: 3.4316e-02 eta: 1 day, 9:49:47 time: 0.3250 data_time: 0.0174 memory: 9201 grad_norm: 3.2849 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3976 loss: 2.3976 2022/08/15 11:59:52 - mmengine - INFO - Epoch(train) [155][2100/3757] lr: 3.4316e-02 eta: 1 day, 9:49:15 time: 0.3261 data_time: 0.0173 memory: 9201 grad_norm: 3.2797 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6400 loss: 2.6400 2022/08/15 12:00:28 - mmengine - INFO - Epoch(train) [155][2200/3757] lr: 3.4316e-02 eta: 1 day, 9:48:46 time: 0.3237 data_time: 0.0167 memory: 9201 grad_norm: 3.2772 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3923 loss: 2.3923 2022/08/15 12:01:01 - mmengine - INFO - Epoch(train) [155][2300/3757] lr: 3.4316e-02 eta: 1 day, 9:48:14 time: 0.3242 data_time: 0.0174 memory: 9201 grad_norm: 3.1808 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3534 loss: 2.3534 2022/08/15 12:01:34 - mmengine - INFO - Epoch(train) [155][2400/3757] lr: 3.4316e-02 eta: 1 day, 9:47:43 time: 0.3235 data_time: 0.0176 memory: 9201 grad_norm: 3.2077 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6445 loss: 2.6445 2022/08/15 12:01:41 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 12:02:06 - mmengine - INFO - Epoch(train) [155][2500/3757] lr: 3.4316e-02 eta: 1 day, 9:47:11 time: 0.3236 data_time: 0.0161 memory: 9201 grad_norm: 3.2130 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4418 loss: 2.4418 2022/08/15 12:02:39 - mmengine - INFO - Epoch(train) [155][2600/3757] lr: 3.4316e-02 eta: 1 day, 9:46:39 time: 0.3219 data_time: 0.0168 memory: 9201 grad_norm: 3.4041 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6106 loss: 2.6106 2022/08/15 12:03:12 - mmengine - INFO - Epoch(train) [155][2700/3757] lr: 3.4316e-02 eta: 1 day, 9:46:08 time: 0.3255 data_time: 0.0168 memory: 9201 grad_norm: 3.1192 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5503 loss: 2.5503 2022/08/15 12:03:44 - mmengine - INFO - Epoch(train) [155][2800/3757] lr: 3.4316e-02 eta: 1 day, 9:45:36 time: 0.3239 data_time: 0.0181 memory: 9201 grad_norm: 3.2013 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5156 loss: 2.5156 2022/08/15 12:04:17 - mmengine - INFO - Epoch(train) [155][2900/3757] lr: 3.4316e-02 eta: 1 day, 9:45:05 time: 0.3222 data_time: 0.0169 memory: 9201 grad_norm: 3.4138 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4031 loss: 2.4031 2022/08/15 12:04:50 - mmengine - INFO - Epoch(train) [155][3000/3757] lr: 3.4316e-02 eta: 1 day, 9:44:33 time: 0.3241 data_time: 0.0170 memory: 9201 grad_norm: 3.2242 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6483 loss: 2.6483 2022/08/15 12:05:22 - mmengine - INFO - Epoch(train) [155][3100/3757] lr: 3.4316e-02 eta: 1 day, 9:44:01 time: 0.3245 data_time: 0.0160 memory: 9201 grad_norm: 3.3757 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 2.6928 loss: 2.6928 2022/08/15 12:05:55 - mmengine - INFO - Epoch(train) [155][3200/3757] lr: 3.4316e-02 eta: 1 day, 9:43:30 time: 0.3240 data_time: 0.0168 memory: 9201 grad_norm: 3.3974 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8409 loss: 2.8409 2022/08/15 12:06:28 - mmengine - INFO - Epoch(train) [155][3300/3757] lr: 3.4316e-02 eta: 1 day, 9:42:58 time: 0.3248 data_time: 0.0171 memory: 9201 grad_norm: 3.3042 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2136 loss: 2.2136 2022/08/15 12:07:01 - mmengine - INFO - Epoch(train) [155][3400/3757] lr: 3.4316e-02 eta: 1 day, 9:42:27 time: 0.3231 data_time: 0.0166 memory: 9201 grad_norm: 3.0927 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2197 loss: 2.2197 2022/08/15 12:07:08 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 12:07:33 - mmengine - INFO - Epoch(train) [155][3500/3757] lr: 3.4316e-02 eta: 1 day, 9:41:55 time: 0.3230 data_time: 0.0165 memory: 9201 grad_norm: 3.4087 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3719 loss: 2.3719 2022/08/15 12:08:06 - mmengine - INFO - Epoch(train) [155][3600/3757] lr: 3.4316e-02 eta: 1 day, 9:41:24 time: 0.3251 data_time: 0.0173 memory: 9201 grad_norm: 3.2685 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6571 loss: 2.6571 2022/08/15 12:08:39 - mmengine - INFO - Epoch(train) [155][3700/3757] lr: 3.4316e-02 eta: 1 day, 9:40:52 time: 0.3280 data_time: 0.0178 memory: 9201 grad_norm: 3.3961 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3997 loss: 2.3997 2022/08/15 12:08:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 12:08:57 - mmengine - INFO - Epoch(train) [155][3757/3757] lr: 3.4316e-02 eta: 1 day, 9:40:40 time: 0.3086 data_time: 0.0158 memory: 9201 grad_norm: 3.3114 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 2.4991 loss: 2.4991 2022/08/15 12:09:20 - mmengine - INFO - Epoch(val) [155][100/310] eta: 0:00:49 time: 0.2379 data_time: 0.1266 memory: 1522 2022/08/15 12:09:41 - mmengine - INFO - Epoch(val) [155][200/310] eta: 0:00:20 time: 0.1869 data_time: 0.0740 memory: 1522 2022/08/15 12:10:02 - mmengine - INFO - Epoch(val) [155][300/310] eta: 0:00:02 time: 0.2185 data_time: 0.1087 memory: 1522 2022/08/15 12:10:06 - mmengine - INFO - Epoch(val) [155][310/310] acc/top1: 0.5100 acc/top5: 0.7682 acc/mean1: 0.5100 2022/08/15 12:10:06 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb/best_acc/top1_epoch_151.pth is removed 2022/08/15 12:10:09 - mmengine - INFO - The best checkpoint with 0.5100 acc/top1 at 156 epoch is saved to best_acc/top1_epoch_156.pth. 2022/08/15 12:10:42 - mmengine - INFO - Epoch(train) [156][100/3757] lr: 3.3734e-02 eta: 1 day, 9:40:00 time: 0.3261 data_time: 0.0164 memory: 9201 grad_norm: 3.2424 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2398 loss: 2.2398 2022/08/15 12:11:15 - mmengine - INFO - Epoch(train) [156][200/3757] lr: 3.3734e-02 eta: 1 day, 9:39:28 time: 0.3246 data_time: 0.0162 memory: 9201 grad_norm: 3.3376 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4374 loss: 2.4374 2022/08/15 12:11:48 - mmengine - INFO - Epoch(train) [156][300/3757] lr: 3.3734e-02 eta: 1 day, 9:38:56 time: 0.3235 data_time: 0.0164 memory: 9201 grad_norm: 3.1949 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3822 loss: 2.3822 2022/08/15 12:12:20 - mmengine - INFO - Epoch(train) [156][400/3757] lr: 3.3734e-02 eta: 1 day, 9:38:25 time: 0.3238 data_time: 0.0166 memory: 9201 grad_norm: 3.3164 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3704 loss: 2.3704 2022/08/15 12:12:53 - mmengine - INFO - Epoch(train) [156][500/3757] lr: 3.3734e-02 eta: 1 day, 9:37:53 time: 0.3232 data_time: 0.0171 memory: 9201 grad_norm: 3.4504 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5461 loss: 2.5461 2022/08/15 12:13:25 - mmengine - INFO - Epoch(train) [156][600/3757] lr: 3.3734e-02 eta: 1 day, 9:37:22 time: 0.3254 data_time: 0.0191 memory: 9201 grad_norm: 3.1982 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1360 loss: 2.1360 2022/08/15 12:13:47 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 12:13:58 - mmengine - INFO - Epoch(train) [156][700/3757] lr: 3.3734e-02 eta: 1 day, 9:36:50 time: 0.3236 data_time: 0.0181 memory: 9201 grad_norm: 3.2996 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6157 loss: 2.6157 2022/08/15 12:14:31 - mmengine - INFO - Epoch(train) [156][800/3757] lr: 3.3734e-02 eta: 1 day, 9:36:18 time: 0.3251 data_time: 0.0175 memory: 9201 grad_norm: 3.1806 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5413 loss: 2.5413 2022/08/15 12:15:04 - mmengine - INFO - Epoch(train) [156][900/3757] lr: 3.3734e-02 eta: 1 day, 9:35:47 time: 0.3274 data_time: 0.0181 memory: 9201 grad_norm: 3.2835 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4988 loss: 2.4988 2022/08/15 12:15:36 - mmengine - INFO - Epoch(train) [156][1000/3757] lr: 3.3734e-02 eta: 1 day, 9:35:15 time: 0.3223 data_time: 0.0169 memory: 9201 grad_norm: 3.3467 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1938 loss: 2.1938 2022/08/15 12:16:09 - mmengine - INFO - Epoch(train) [156][1100/3757] lr: 3.3734e-02 eta: 1 day, 9:34:44 time: 0.3243 data_time: 0.0171 memory: 9201 grad_norm: 3.3621 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5855 loss: 2.5855 2022/08/15 12:16:42 - mmengine - INFO - Epoch(train) [156][1200/3757] lr: 3.3734e-02 eta: 1 day, 9:34:12 time: 0.3240 data_time: 0.0166 memory: 9201 grad_norm: 3.3388 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5027 loss: 2.5027 2022/08/15 12:17:14 - mmengine - INFO - Epoch(train) [156][1300/3757] lr: 3.3734e-02 eta: 1 day, 9:33:41 time: 0.3260 data_time: 0.0171 memory: 9201 grad_norm: 3.1902 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6383 loss: 2.6383 2022/08/15 12:17:47 - mmengine - INFO - Epoch(train) [156][1400/3757] lr: 3.3734e-02 eta: 1 day, 9:33:09 time: 0.3242 data_time: 0.0169 memory: 9201 grad_norm: 3.3506 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6184 loss: 2.6184 2022/08/15 12:18:20 - mmengine - INFO - Epoch(train) [156][1500/3757] lr: 3.3734e-02 eta: 1 day, 9:32:37 time: 0.3234 data_time: 0.0173 memory: 9201 grad_norm: 3.4703 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1713 loss: 2.1713 2022/08/15 12:18:52 - mmengine - INFO - Epoch(train) [156][1600/3757] lr: 3.3734e-02 eta: 1 day, 9:32:06 time: 0.3261 data_time: 0.0178 memory: 9201 grad_norm: 3.2939 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8280 loss: 2.8280 2022/08/15 12:19:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 12:19:25 - mmengine - INFO - Epoch(train) [156][1700/3757] lr: 3.3734e-02 eta: 1 day, 9:31:34 time: 0.3240 data_time: 0.0168 memory: 9201 grad_norm: 3.4410 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4932 loss: 2.4932 2022/08/15 12:19:58 - mmengine - INFO - Epoch(train) [156][1800/3757] lr: 3.3734e-02 eta: 1 day, 9:31:03 time: 0.3234 data_time: 0.0178 memory: 9201 grad_norm: 3.4346 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2515 loss: 2.2515 2022/08/15 12:20:30 - mmengine - INFO - Epoch(train) [156][1900/3757] lr: 3.3734e-02 eta: 1 day, 9:30:31 time: 0.3245 data_time: 0.0170 memory: 9201 grad_norm: 3.3018 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5696 loss: 2.5696 2022/08/15 12:21:03 - mmengine - INFO - Epoch(train) [156][2000/3757] lr: 3.3734e-02 eta: 1 day, 9:29:59 time: 0.3249 data_time: 0.0179 memory: 9201 grad_norm: 3.3591 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3831 loss: 2.3831 2022/08/15 12:21:36 - mmengine - INFO - Epoch(train) [156][2100/3757] lr: 3.3734e-02 eta: 1 day, 9:29:28 time: 0.3278 data_time: 0.0185 memory: 9201 grad_norm: 3.2163 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4461 loss: 2.4461 2022/08/15 12:22:08 - mmengine - INFO - Epoch(train) [156][2200/3757] lr: 3.3734e-02 eta: 1 day, 9:28:56 time: 0.3222 data_time: 0.0165 memory: 9201 grad_norm: 3.3102 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3766 loss: 2.3766 2022/08/15 12:22:41 - mmengine - INFO - Epoch(train) [156][2300/3757] lr: 3.3734e-02 eta: 1 day, 9:28:25 time: 0.3262 data_time: 0.0183 memory: 9201 grad_norm: 3.2585 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8896 loss: 2.8896 2022/08/15 12:23:14 - mmengine - INFO - Epoch(train) [156][2400/3757] lr: 3.3734e-02 eta: 1 day, 9:27:53 time: 0.3234 data_time: 0.0168 memory: 9201 grad_norm: 3.3639 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8580 loss: 2.8580 2022/08/15 12:23:47 - mmengine - INFO - Epoch(train) [156][2500/3757] lr: 3.3734e-02 eta: 1 day, 9:27:21 time: 0.3243 data_time: 0.0177 memory: 9201 grad_norm: 3.2403 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4602 loss: 2.4602 2022/08/15 12:24:19 - mmengine - INFO - Epoch(train) [156][2600/3757] lr: 3.3734e-02 eta: 1 day, 9:26:50 time: 0.3251 data_time: 0.0165 memory: 9201 grad_norm: 3.3593 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.4888 loss: 2.4888 2022/08/15 12:24:41 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 12:24:52 - mmengine - INFO - Epoch(train) [156][2700/3757] lr: 3.3734e-02 eta: 1 day, 9:26:18 time: 0.3243 data_time: 0.0173 memory: 9201 grad_norm: 3.2691 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4224 loss: 2.4224 2022/08/15 12:25:25 - mmengine - INFO - Epoch(train) [156][2800/3757] lr: 3.3734e-02 eta: 1 day, 9:25:47 time: 0.3289 data_time: 0.0170 memory: 9201 grad_norm: 3.4304 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7373 loss: 2.7373 2022/08/15 12:25:58 - mmengine - INFO - Epoch(train) [156][2900/3757] lr: 3.3734e-02 eta: 1 day, 9:25:15 time: 0.3234 data_time: 0.0165 memory: 9201 grad_norm: 3.2887 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5056 loss: 2.5056 2022/08/15 12:26:30 - mmengine - INFO - Epoch(train) [156][3000/3757] lr: 3.3734e-02 eta: 1 day, 9:24:44 time: 0.3220 data_time: 0.0163 memory: 9201 grad_norm: 3.2771 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4577 loss: 2.4577 2022/08/15 12:27:03 - mmengine - INFO - Epoch(train) [156][3100/3757] lr: 3.3734e-02 eta: 1 day, 9:24:12 time: 0.3245 data_time: 0.0172 memory: 9201 grad_norm: 3.3546 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7479 loss: 2.7479 2022/08/15 12:27:36 - mmengine - INFO - Epoch(train) [156][3200/3757] lr: 3.3734e-02 eta: 1 day, 9:23:40 time: 0.3254 data_time: 0.0189 memory: 9201 grad_norm: 3.3059 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.8402 loss: 2.8402 2022/08/15 12:28:08 - mmengine - INFO - Epoch(train) [156][3300/3757] lr: 3.3734e-02 eta: 1 day, 9:23:09 time: 0.3232 data_time: 0.0169 memory: 9201 grad_norm: 3.2994 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.4604 loss: 2.4604 2022/08/15 12:28:41 - mmengine - INFO - Epoch(train) [156][3400/3757] lr: 3.3734e-02 eta: 1 day, 9:22:37 time: 0.3250 data_time: 0.0170 memory: 9201 grad_norm: 3.3670 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5244 loss: 2.5244 2022/08/15 12:29:14 - mmengine - INFO - Epoch(train) [156][3500/3757] lr: 3.3734e-02 eta: 1 day, 9:22:06 time: 0.3254 data_time: 0.0178 memory: 9201 grad_norm: 3.3969 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.4562 loss: 2.4562 2022/08/15 12:29:46 - mmengine - INFO - Epoch(train) [156][3600/3757] lr: 3.3734e-02 eta: 1 day, 9:21:34 time: 0.3296 data_time: 0.0160 memory: 9201 grad_norm: 3.3113 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6856 loss: 2.6856 2022/08/15 12:30:08 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 12:30:19 - mmengine - INFO - Epoch(train) [156][3700/3757] lr: 3.3734e-02 eta: 1 day, 9:21:02 time: 0.3232 data_time: 0.0155 memory: 9201 grad_norm: 3.2677 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4442 loss: 2.4442 2022/08/15 12:30:37 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 12:30:37 - mmengine - INFO - Epoch(train) [156][3757/3757] lr: 3.3734e-02 eta: 1 day, 9:20:50 time: 0.3076 data_time: 0.0154 memory: 9201 grad_norm: 3.2674 top1_acc: 0.4286 top5_acc: 0.4286 loss_cls: 2.3881 loss: 2.3881 2022/08/15 12:30:37 - mmengine - INFO - Saving checkpoint at 156 epochs 2022/08/15 12:31:15 - mmengine - INFO - Epoch(train) [157][100/3757] lr: 3.3156e-02 eta: 1 day, 9:20:10 time: 0.3256 data_time: 0.0178 memory: 9201 grad_norm: 3.3721 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2399 loss: 2.2399 2022/08/15 12:31:48 - mmengine - INFO - Epoch(train) [157][200/3757] lr: 3.3156e-02 eta: 1 day, 9:19:38 time: 0.3233 data_time: 0.0159 memory: 9201 grad_norm: 3.2308 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1962 loss: 2.1962 2022/08/15 12:32:20 - mmengine - INFO - Epoch(train) [157][300/3757] lr: 3.3156e-02 eta: 1 day, 9:19:07 time: 0.3249 data_time: 0.0185 memory: 9201 grad_norm: 3.3760 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5931 loss: 2.5931 2022/08/15 12:32:53 - mmengine - INFO - Epoch(train) [157][400/3757] lr: 3.3156e-02 eta: 1 day, 9:18:35 time: 0.3245 data_time: 0.0170 memory: 9201 grad_norm: 3.3186 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3530 loss: 2.3530 2022/08/15 12:33:26 - mmengine - INFO - Epoch(train) [157][500/3757] lr: 3.3156e-02 eta: 1 day, 9:18:04 time: 0.3278 data_time: 0.0175 memory: 9201 grad_norm: 3.3610 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7220 loss: 2.7220 2022/08/15 12:33:59 - mmengine - INFO - Epoch(train) [157][600/3757] lr: 3.3156e-02 eta: 1 day, 9:17:32 time: 0.3234 data_time: 0.0164 memory: 9201 grad_norm: 3.4550 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6716 loss: 2.6716 2022/08/15 12:34:31 - mmengine - INFO - Epoch(train) [157][700/3757] lr: 3.3156e-02 eta: 1 day, 9:17:01 time: 0.3227 data_time: 0.0174 memory: 9201 grad_norm: 3.3396 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6237 loss: 2.6237 2022/08/15 12:35:04 - mmengine - INFO - Epoch(train) [157][800/3757] lr: 3.3156e-02 eta: 1 day, 9:16:29 time: 0.3259 data_time: 0.0173 memory: 9201 grad_norm: 3.3478 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6091 loss: 2.6091 2022/08/15 12:35:37 - mmengine - INFO - Epoch(train) [157][900/3757] lr: 3.3156e-02 eta: 1 day, 9:15:57 time: 0.3235 data_time: 0.0170 memory: 9201 grad_norm: 3.3090 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1860 loss: 2.1860 2022/08/15 12:35:39 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 12:36:09 - mmengine - INFO - Epoch(train) [157][1000/3757] lr: 3.3156e-02 eta: 1 day, 9:15:26 time: 0.3228 data_time: 0.0157 memory: 9201 grad_norm: 3.3856 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3879 loss: 2.3879 2022/08/15 12:36:42 - mmengine - INFO - Epoch(train) [157][1100/3757] lr: 3.3156e-02 eta: 1 day, 9:14:54 time: 0.3281 data_time: 0.0173 memory: 9201 grad_norm: 3.4396 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.7153 loss: 2.7153 2022/08/15 12:37:15 - mmengine - INFO - Epoch(train) [157][1200/3757] lr: 3.3156e-02 eta: 1 day, 9:14:23 time: 0.3247 data_time: 0.0173 memory: 9201 grad_norm: 3.2063 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2608 loss: 2.2608 2022/08/15 12:37:48 - mmengine - INFO - Epoch(train) [157][1300/3757] lr: 3.3156e-02 eta: 1 day, 9:13:51 time: 0.3258 data_time: 0.0185 memory: 9201 grad_norm: 3.3210 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2832 loss: 2.2832 2022/08/15 12:38:20 - mmengine - INFO - Epoch(train) [157][1400/3757] lr: 3.3156e-02 eta: 1 day, 9:13:20 time: 0.3229 data_time: 0.0161 memory: 9201 grad_norm: 3.4594 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.3101 loss: 2.3101 2022/08/15 12:38:53 - mmengine - INFO - Epoch(train) [157][1500/3757] lr: 3.3156e-02 eta: 1 day, 9:12:48 time: 0.3226 data_time: 0.0169 memory: 9201 grad_norm: 3.3324 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3559 loss: 2.3559 2022/08/15 12:39:26 - mmengine - INFO - Epoch(train) [157][1600/3757] lr: 3.3156e-02 eta: 1 day, 9:12:16 time: 0.3238 data_time: 0.0165 memory: 9201 grad_norm: 3.3084 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3765 loss: 2.3765 2022/08/15 12:39:59 - mmengine - INFO - Epoch(train) [157][1700/3757] lr: 3.3156e-02 eta: 1 day, 9:11:45 time: 0.3232 data_time: 0.0162 memory: 9201 grad_norm: 3.3807 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.6542 loss: 2.6542 2022/08/15 12:40:31 - mmengine - INFO - Epoch(train) [157][1800/3757] lr: 3.3156e-02 eta: 1 day, 9:11:13 time: 0.3243 data_time: 0.0166 memory: 9201 grad_norm: 3.2773 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5958 loss: 2.5958 2022/08/15 12:41:04 - mmengine - INFO - Epoch(train) [157][1900/3757] lr: 3.3156e-02 eta: 1 day, 9:10:42 time: 0.3260 data_time: 0.0172 memory: 9201 grad_norm: 3.3312 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7045 loss: 2.7045 2022/08/15 12:41:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 12:41:37 - mmengine - INFO - Epoch(train) [157][2000/3757] lr: 3.3156e-02 eta: 1 day, 9:10:10 time: 0.3276 data_time: 0.0185 memory: 9201 grad_norm: 3.3445 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4234 loss: 2.4234 2022/08/15 12:42:10 - mmengine - INFO - Epoch(train) [157][2100/3757] lr: 3.3156e-02 eta: 1 day, 9:09:39 time: 0.3239 data_time: 0.0167 memory: 9201 grad_norm: 3.3722 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2868 loss: 2.2868 2022/08/15 12:42:42 - mmengine - INFO - Epoch(train) [157][2200/3757] lr: 3.3156e-02 eta: 1 day, 9:09:07 time: 0.3252 data_time: 0.0190 memory: 9201 grad_norm: 3.4428 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2941 loss: 2.2941 2022/08/15 12:43:15 - mmengine - INFO - Epoch(train) [157][2300/3757] lr: 3.3156e-02 eta: 1 day, 9:08:36 time: 0.3294 data_time: 0.0164 memory: 9201 grad_norm: 3.3675 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7786 loss: 2.7786 2022/08/15 12:43:48 - mmengine - INFO - Epoch(train) [157][2400/3757] lr: 3.3156e-02 eta: 1 day, 9:08:04 time: 0.3257 data_time: 0.0179 memory: 9201 grad_norm: 3.2874 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5855 loss: 2.5855 2022/08/15 12:44:21 - mmengine - INFO - Epoch(train) [157][2500/3757] lr: 3.3156e-02 eta: 1 day, 9:07:32 time: 0.3233 data_time: 0.0165 memory: 9201 grad_norm: 3.3421 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4300 loss: 2.4300 2022/08/15 12:44:53 - mmengine - INFO - Epoch(train) [157][2600/3757] lr: 3.3156e-02 eta: 1 day, 9:07:01 time: 0.3256 data_time: 0.0194 memory: 9201 grad_norm: 3.3288 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5879 loss: 2.5879 2022/08/15 12:45:26 - mmengine - INFO - Epoch(train) [157][2700/3757] lr: 3.3156e-02 eta: 1 day, 9:06:29 time: 0.3283 data_time: 0.0175 memory: 9201 grad_norm: 3.3833 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5842 loss: 2.5842 2022/08/15 12:45:59 - mmengine - INFO - Epoch(train) [157][2800/3757] lr: 3.3156e-02 eta: 1 day, 9:05:58 time: 0.3261 data_time: 0.0184 memory: 9201 grad_norm: 3.3819 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.4260 loss: 2.4260 2022/08/15 12:46:32 - mmengine - INFO - Epoch(train) [157][2900/3757] lr: 3.3156e-02 eta: 1 day, 9:05:26 time: 0.3241 data_time: 0.0166 memory: 9201 grad_norm: 3.3324 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7072 loss: 2.7072 2022/08/15 12:46:34 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 12:47:04 - mmengine - INFO - Epoch(train) [157][3000/3757] lr: 3.3156e-02 eta: 1 day, 9:04:55 time: 0.3244 data_time: 0.0185 memory: 9201 grad_norm: 3.3800 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4334 loss: 2.4334 2022/08/15 12:47:37 - mmengine - INFO - Epoch(train) [157][3100/3757] lr: 3.3156e-02 eta: 1 day, 9:04:23 time: 0.3245 data_time: 0.0166 memory: 9201 grad_norm: 3.2275 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3309 loss: 2.3309 2022/08/15 12:48:10 - mmengine - INFO - Epoch(train) [157][3200/3757] lr: 3.3156e-02 eta: 1 day, 9:03:51 time: 0.3227 data_time: 0.0162 memory: 9201 grad_norm: 3.3673 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2951 loss: 2.2951 2022/08/15 12:48:43 - mmengine - INFO - Epoch(train) [157][3300/3757] lr: 3.3156e-02 eta: 1 day, 9:03:20 time: 0.3252 data_time: 0.0165 memory: 9201 grad_norm: 3.4729 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5620 loss: 2.5620 2022/08/15 12:49:15 - mmengine - INFO - Epoch(train) [157][3400/3757] lr: 3.3156e-02 eta: 1 day, 9:02:48 time: 0.3254 data_time: 0.0179 memory: 9201 grad_norm: 3.3826 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.5292 loss: 2.5292 2022/08/15 12:49:48 - mmengine - INFO - Epoch(train) [157][3500/3757] lr: 3.3156e-02 eta: 1 day, 9:02:17 time: 0.3254 data_time: 0.0167 memory: 9201 grad_norm: 3.3674 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3400 loss: 2.3400 2022/08/15 12:50:21 - mmengine - INFO - Epoch(train) [157][3600/3757] lr: 3.3156e-02 eta: 1 day, 9:01:45 time: 0.3224 data_time: 0.0179 memory: 9201 grad_norm: 3.3957 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5271 loss: 2.5271 2022/08/15 12:50:53 - mmengine - INFO - Epoch(train) [157][3700/3757] lr: 3.3156e-02 eta: 1 day, 9:01:13 time: 0.3263 data_time: 0.0181 memory: 9201 grad_norm: 3.3134 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7244 loss: 2.7244 2022/08/15 12:51:12 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 12:51:12 - mmengine - INFO - Epoch(train) [157][3757/3757] lr: 3.3156e-02 eta: 1 day, 9:01:01 time: 0.3076 data_time: 0.0157 memory: 9201 grad_norm: 3.2682 top1_acc: 0.2857 top5_acc: 0.4286 loss_cls: 2.2941 loss: 2.2941 2022/08/15 12:51:47 - mmengine - INFO - Epoch(train) [158][100/3757] lr: 3.2579e-02 eta: 1 day, 9:00:22 time: 0.3252 data_time: 0.0172 memory: 9201 grad_norm: 3.3702 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4079 loss: 2.4079 2022/08/15 12:52:03 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 12:52:19 - mmengine - INFO - Epoch(train) [158][200/3757] lr: 3.2579e-02 eta: 1 day, 8:59:50 time: 0.3249 data_time: 0.0176 memory: 9201 grad_norm: 3.2915 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.5400 loss: 2.5400 2022/08/15 12:52:52 - mmengine - INFO - Epoch(train) [158][300/3757] lr: 3.2579e-02 eta: 1 day, 8:59:19 time: 0.3231 data_time: 0.0171 memory: 9201 grad_norm: 3.3920 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3889 loss: 2.3889 2022/08/15 12:53:25 - mmengine - INFO - Epoch(train) [158][400/3757] lr: 3.2579e-02 eta: 1 day, 8:58:47 time: 0.3293 data_time: 0.0174 memory: 9201 grad_norm: 3.3039 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6848 loss: 2.6848 2022/08/15 12:53:58 - mmengine - INFO - Epoch(train) [158][500/3757] lr: 3.2579e-02 eta: 1 day, 8:58:15 time: 0.3258 data_time: 0.0167 memory: 9201 grad_norm: 3.3671 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3924 loss: 2.3924 2022/08/15 12:54:30 - mmengine - INFO - Epoch(train) [158][600/3757] lr: 3.2579e-02 eta: 1 day, 8:57:44 time: 0.3245 data_time: 0.0178 memory: 9201 grad_norm: 3.3419 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4510 loss: 2.4510 2022/08/15 12:55:03 - mmengine - INFO - Epoch(train) [158][700/3757] lr: 3.2579e-02 eta: 1 day, 8:57:12 time: 0.3236 data_time: 0.0176 memory: 9201 grad_norm: 3.3113 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2661 loss: 2.2661 2022/08/15 12:55:36 - mmengine - INFO - Epoch(train) [158][800/3757] lr: 3.2579e-02 eta: 1 day, 8:56:41 time: 0.3299 data_time: 0.0176 memory: 9201 grad_norm: 3.4391 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6396 loss: 2.6396 2022/08/15 12:56:09 - mmengine - INFO - Epoch(train) [158][900/3757] lr: 3.2579e-02 eta: 1 day, 8:56:09 time: 0.3246 data_time: 0.0161 memory: 9201 grad_norm: 3.4137 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4228 loss: 2.4228 2022/08/15 12:56:41 - mmengine - INFO - Epoch(train) [158][1000/3757] lr: 3.2579e-02 eta: 1 day, 8:55:38 time: 0.3233 data_time: 0.0161 memory: 9201 grad_norm: 3.3911 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0271 loss: 3.0271 2022/08/15 12:57:14 - mmengine - INFO - Epoch(train) [158][1100/3757] lr: 3.2579e-02 eta: 1 day, 8:55:06 time: 0.3265 data_time: 0.0200 memory: 9201 grad_norm: 3.2909 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1169 loss: 2.1169 2022/08/15 12:57:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 12:57:47 - mmengine - INFO - Epoch(train) [158][1200/3757] lr: 3.2579e-02 eta: 1 day, 8:54:34 time: 0.3245 data_time: 0.0174 memory: 9201 grad_norm: 3.2073 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5212 loss: 2.5212 2022/08/15 12:58:20 - mmengine - INFO - Epoch(train) [158][1300/3757] lr: 3.2579e-02 eta: 1 day, 8:54:03 time: 0.3235 data_time: 0.0185 memory: 9201 grad_norm: 3.2991 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5267 loss: 2.5267 2022/08/15 12:58:52 - mmengine - INFO - Epoch(train) [158][1400/3757] lr: 3.2579e-02 eta: 1 day, 8:53:31 time: 0.3251 data_time: 0.0170 memory: 9201 grad_norm: 3.3874 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3031 loss: 2.3031 2022/08/15 12:59:25 - mmengine - INFO - Epoch(train) [158][1500/3757] lr: 3.2579e-02 eta: 1 day, 8:53:00 time: 0.3276 data_time: 0.0187 memory: 9201 grad_norm: 3.3623 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8653 loss: 2.8653 2022/08/15 12:59:58 - mmengine - INFO - Epoch(train) [158][1600/3757] lr: 3.2579e-02 eta: 1 day, 8:52:28 time: 0.3253 data_time: 0.0172 memory: 9201 grad_norm: 3.3614 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5315 loss: 2.5315 2022/08/15 13:00:31 - mmengine - INFO - Epoch(train) [158][1700/3757] lr: 3.2579e-02 eta: 1 day, 8:51:57 time: 0.3236 data_time: 0.0168 memory: 9201 grad_norm: 3.3619 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6161 loss: 2.6161 2022/08/15 13:01:04 - mmengine - INFO - Epoch(train) [158][1800/3757] lr: 3.2579e-02 eta: 1 day, 8:51:25 time: 0.3234 data_time: 0.0168 memory: 9201 grad_norm: 3.3471 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3594 loss: 2.3594 2022/08/15 13:01:36 - mmengine - INFO - Epoch(train) [158][1900/3757] lr: 3.2579e-02 eta: 1 day, 8:50:54 time: 0.3261 data_time: 0.0175 memory: 9201 grad_norm: 3.3961 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4382 loss: 2.4382 2022/08/15 13:02:09 - mmengine - INFO - Epoch(train) [158][2000/3757] lr: 3.2579e-02 eta: 1 day, 8:50:22 time: 0.3270 data_time: 0.0168 memory: 9201 grad_norm: 3.4192 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3275 loss: 2.3275 2022/08/15 13:02:42 - mmengine - INFO - Epoch(train) [158][2100/3757] lr: 3.2579e-02 eta: 1 day, 8:49:50 time: 0.3250 data_time: 0.0175 memory: 9201 grad_norm: 3.4221 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6353 loss: 2.6353 2022/08/15 13:02:58 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 13:03:14 - mmengine - INFO - Epoch(train) [158][2200/3757] lr: 3.2579e-02 eta: 1 day, 8:49:19 time: 0.3248 data_time: 0.0167 memory: 9201 grad_norm: 3.3241 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2053 loss: 2.2053 2022/08/15 13:03:47 - mmengine - INFO - Epoch(train) [158][2300/3757] lr: 3.2579e-02 eta: 1 day, 8:48:47 time: 0.3249 data_time: 0.0184 memory: 9201 grad_norm: 3.3272 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6482 loss: 2.6482 2022/08/15 13:04:20 - mmengine - INFO - Epoch(train) [158][2400/3757] lr: 3.2579e-02 eta: 1 day, 8:48:16 time: 0.3259 data_time: 0.0167 memory: 9201 grad_norm: 3.3184 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4423 loss: 2.4423 2022/08/15 13:04:53 - mmengine - INFO - Epoch(train) [158][2500/3757] lr: 3.2579e-02 eta: 1 day, 8:47:44 time: 0.3227 data_time: 0.0172 memory: 9201 grad_norm: 3.3727 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3495 loss: 2.3495 2022/08/15 13:05:25 - mmengine - INFO - Epoch(train) [158][2600/3757] lr: 3.2579e-02 eta: 1 day, 8:47:12 time: 0.3262 data_time: 0.0185 memory: 9201 grad_norm: 3.2913 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6285 loss: 2.6285 2022/08/15 13:05:58 - mmengine - INFO - Epoch(train) [158][2700/3757] lr: 3.2579e-02 eta: 1 day, 8:46:41 time: 0.3256 data_time: 0.0173 memory: 9201 grad_norm: 3.3884 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7914 loss: 2.7914 2022/08/15 13:06:31 - mmengine - INFO - Epoch(train) [158][2800/3757] lr: 3.2579e-02 eta: 1 day, 8:46:09 time: 0.3246 data_time: 0.0193 memory: 9201 grad_norm: 3.4456 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2174 loss: 2.2174 2022/08/15 13:07:04 - mmengine - INFO - Epoch(train) [158][2900/3757] lr: 3.2579e-02 eta: 1 day, 8:45:38 time: 0.3241 data_time: 0.0167 memory: 9201 grad_norm: 3.3143 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3997 loss: 2.3997 2022/08/15 13:07:37 - mmengine - INFO - Epoch(train) [158][3000/3757] lr: 3.2579e-02 eta: 1 day, 8:45:06 time: 0.3296 data_time: 0.0177 memory: 9201 grad_norm: 3.3875 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5657 loss: 2.5657 2022/08/15 13:08:09 - mmengine - INFO - Epoch(train) [158][3100/3757] lr: 3.2579e-02 eta: 1 day, 8:44:35 time: 0.3259 data_time: 0.0162 memory: 9201 grad_norm: 3.2940 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3144 loss: 2.3144 2022/08/15 13:08:26 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 13:08:42 - mmengine - INFO - Epoch(train) [158][3200/3757] lr: 3.2579e-02 eta: 1 day, 8:44:03 time: 0.3258 data_time: 0.0171 memory: 9201 grad_norm: 3.3685 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4753 loss: 2.4753 2022/08/15 13:09:15 - mmengine - INFO - Epoch(train) [158][3300/3757] lr: 3.2579e-02 eta: 1 day, 8:43:32 time: 0.3319 data_time: 0.0177 memory: 9201 grad_norm: 3.2692 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.4545 loss: 2.4545 2022/08/15 13:09:48 - mmengine - INFO - Epoch(train) [158][3400/3757] lr: 3.2579e-02 eta: 1 day, 8:43:00 time: 0.3234 data_time: 0.0166 memory: 9201 grad_norm: 3.3152 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2850 loss: 2.2850 2022/08/15 13:10:21 - mmengine - INFO - Epoch(train) [158][3500/3757] lr: 3.2579e-02 eta: 1 day, 8:42:29 time: 0.3270 data_time: 0.0179 memory: 9201 grad_norm: 3.4176 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3545 loss: 2.3545 2022/08/15 13:10:53 - mmengine - INFO - Epoch(train) [158][3600/3757] lr: 3.2579e-02 eta: 1 day, 8:41:57 time: 0.3229 data_time: 0.0165 memory: 9201 grad_norm: 3.3556 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.4105 loss: 2.4105 2022/08/15 13:11:26 - mmengine - INFO - Epoch(train) [158][3700/3757] lr: 3.2579e-02 eta: 1 day, 8:41:25 time: 0.3260 data_time: 0.0169 memory: 9201 grad_norm: 3.2873 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.4913 loss: 2.4913 2022/08/15 13:11:44 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 13:11:44 - mmengine - INFO - Epoch(train) [158][3757/3757] lr: 3.2579e-02 eta: 1 day, 8:41:13 time: 0.3089 data_time: 0.0157 memory: 9201 grad_norm: 3.3216 top1_acc: 0.4286 top5_acc: 0.4286 loss_cls: 2.3976 loss: 2.3976 2022/08/15 13:12:19 - mmengine - INFO - Epoch(train) [159][100/3757] lr: 3.2005e-02 eta: 1 day, 8:40:34 time: 0.3282 data_time: 0.0180 memory: 9201 grad_norm: 3.3078 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.6814 loss: 2.6814 2022/08/15 13:12:52 - mmengine - INFO - Epoch(train) [159][200/3757] lr: 3.2005e-02 eta: 1 day, 8:40:02 time: 0.3250 data_time: 0.0171 memory: 9201 grad_norm: 3.2283 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5404 loss: 2.5404 2022/08/15 13:13:25 - mmengine - INFO - Epoch(train) [159][300/3757] lr: 3.2005e-02 eta: 1 day, 8:39:30 time: 0.3249 data_time: 0.0171 memory: 9201 grad_norm: 3.3141 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5056 loss: 2.5056 2022/08/15 13:13:56 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 13:13:58 - mmengine - INFO - Epoch(train) [159][400/3757] lr: 3.2005e-02 eta: 1 day, 8:38:59 time: 0.3243 data_time: 0.0178 memory: 9201 grad_norm: 3.3952 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6406 loss: 2.6406 2022/08/15 13:14:30 - mmengine - INFO - Epoch(train) [159][500/3757] lr: 3.2005e-02 eta: 1 day, 8:38:27 time: 0.3251 data_time: 0.0182 memory: 9201 grad_norm: 3.3906 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6142 loss: 2.6142 2022/08/15 13:15:03 - mmengine - INFO - Epoch(train) [159][600/3757] lr: 3.2005e-02 eta: 1 day, 8:37:56 time: 0.3238 data_time: 0.0168 memory: 9201 grad_norm: 3.3406 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3572 loss: 2.3572 2022/08/15 13:15:36 - mmengine - INFO - Epoch(train) [159][700/3757] lr: 3.2005e-02 eta: 1 day, 8:37:24 time: 0.3263 data_time: 0.0170 memory: 9201 grad_norm: 3.3761 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3878 loss: 2.3878 2022/08/15 13:16:09 - mmengine - INFO - Epoch(train) [159][800/3757] lr: 3.2005e-02 eta: 1 day, 8:36:53 time: 0.3243 data_time: 0.0170 memory: 9201 grad_norm: 3.2923 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2460 loss: 2.2460 2022/08/15 13:16:41 - mmengine - INFO - Epoch(train) [159][900/3757] lr: 3.2005e-02 eta: 1 day, 8:36:21 time: 0.3241 data_time: 0.0168 memory: 9201 grad_norm: 3.3767 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5025 loss: 2.5025 2022/08/15 13:17:14 - mmengine - INFO - Epoch(train) [159][1000/3757] lr: 3.2005e-02 eta: 1 day, 8:35:49 time: 0.3272 data_time: 0.0177 memory: 9201 grad_norm: 3.4132 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1649 loss: 2.1649 2022/08/15 13:17:47 - mmengine - INFO - Epoch(train) [159][1100/3757] lr: 3.2005e-02 eta: 1 day, 8:35:18 time: 0.3269 data_time: 0.0178 memory: 9201 grad_norm: 3.4699 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4537 loss: 2.4537 2022/08/15 13:18:20 - mmengine - INFO - Epoch(train) [159][1200/3757] lr: 3.2005e-02 eta: 1 day, 8:34:46 time: 0.3243 data_time: 0.0171 memory: 9201 grad_norm: 3.5065 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6936 loss: 2.6936 2022/08/15 13:18:52 - mmengine - INFO - Epoch(train) [159][1300/3757] lr: 3.2005e-02 eta: 1 day, 8:34:15 time: 0.3260 data_time: 0.0164 memory: 9201 grad_norm: 3.3177 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0675 loss: 2.0675 2022/08/15 13:19:23 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 13:19:25 - mmengine - INFO - Epoch(train) [159][1400/3757] lr: 3.2005e-02 eta: 1 day, 8:33:43 time: 0.3254 data_time: 0.0158 memory: 9201 grad_norm: 3.3462 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6737 loss: 2.6737 2022/08/15 13:19:58 - mmengine - INFO - Epoch(train) [159][1500/3757] lr: 3.2005e-02 eta: 1 day, 8:33:12 time: 0.3237 data_time: 0.0169 memory: 9201 grad_norm: 3.4095 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4084 loss: 2.4084 2022/08/15 13:20:31 - mmengine - INFO - Epoch(train) [159][1600/3757] lr: 3.2005e-02 eta: 1 day, 8:32:40 time: 0.3271 data_time: 0.0177 memory: 9201 grad_norm: 3.4971 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5199 loss: 2.5199 2022/08/15 13:21:04 - mmengine - INFO - Epoch(train) [159][1700/3757] lr: 3.2005e-02 eta: 1 day, 8:32:08 time: 0.3232 data_time: 0.0171 memory: 9201 grad_norm: 3.3956 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5867 loss: 2.5867 2022/08/15 13:21:36 - mmengine - INFO - Epoch(train) [159][1800/3757] lr: 3.2005e-02 eta: 1 day, 8:31:37 time: 0.3235 data_time: 0.0170 memory: 9201 grad_norm: 3.3622 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2493 loss: 2.2493 2022/08/15 13:22:09 - mmengine - INFO - Epoch(train) [159][1900/3757] lr: 3.2005e-02 eta: 1 day, 8:31:05 time: 0.3285 data_time: 0.0185 memory: 9201 grad_norm: 3.3907 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.2721 loss: 2.2721 2022/08/15 13:22:42 - mmengine - INFO - Epoch(train) [159][2000/3757] lr: 3.2005e-02 eta: 1 day, 8:30:34 time: 0.3254 data_time: 0.0176 memory: 9201 grad_norm: 3.2962 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.4687 loss: 2.4687 2022/08/15 13:23:14 - mmengine - INFO - Epoch(train) [159][2100/3757] lr: 3.2005e-02 eta: 1 day, 8:30:02 time: 0.3241 data_time: 0.0167 memory: 9201 grad_norm: 3.3163 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8728 loss: 2.8728 2022/08/15 13:23:47 - mmengine - INFO - Epoch(train) [159][2200/3757] lr: 3.2005e-02 eta: 1 day, 8:29:31 time: 0.3247 data_time: 0.0169 memory: 9201 grad_norm: 3.2818 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3735 loss: 2.3735 2022/08/15 13:24:20 - mmengine - INFO - Epoch(train) [159][2300/3757] lr: 3.2005e-02 eta: 1 day, 8:28:59 time: 0.3250 data_time: 0.0180 memory: 9201 grad_norm: 3.3863 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4204 loss: 2.4204 2022/08/15 13:24:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 13:24:53 - mmengine - INFO - Epoch(train) [159][2400/3757] lr: 3.2005e-02 eta: 1 day, 8:28:28 time: 0.3255 data_time: 0.0180 memory: 9201 grad_norm: 3.3539 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4201 loss: 2.4201 2022/08/15 13:25:26 - mmengine - INFO - Epoch(train) [159][2500/3757] lr: 3.2005e-02 eta: 1 day, 8:27:56 time: 0.3249 data_time: 0.0171 memory: 9201 grad_norm: 3.3786 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5049 loss: 2.5049 2022/08/15 13:25:59 - mmengine - INFO - Epoch(train) [159][2600/3757] lr: 3.2005e-02 eta: 1 day, 8:27:24 time: 0.3257 data_time: 0.0177 memory: 9201 grad_norm: 3.3934 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.3260 loss: 2.3260 2022/08/15 13:26:32 - mmengine - INFO - Epoch(train) [159][2700/3757] lr: 3.2005e-02 eta: 1 day, 8:26:53 time: 0.3266 data_time: 0.0184 memory: 9201 grad_norm: 3.4427 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3234 loss: 2.3234 2022/08/15 13:27:04 - mmengine - INFO - Epoch(train) [159][2800/3757] lr: 3.2005e-02 eta: 1 day, 8:26:21 time: 0.3248 data_time: 0.0165 memory: 9201 grad_norm: 3.4231 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.5647 loss: 2.5647 2022/08/15 13:27:37 - mmengine - INFO - Epoch(train) [159][2900/3757] lr: 3.2005e-02 eta: 1 day, 8:25:50 time: 0.3239 data_time: 0.0156 memory: 9201 grad_norm: 3.5237 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5269 loss: 2.5269 2022/08/15 13:28:10 - mmengine - INFO - Epoch(train) [159][3000/3757] lr: 3.2005e-02 eta: 1 day, 8:25:18 time: 0.3253 data_time: 0.0166 memory: 9201 grad_norm: 3.3382 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3218 loss: 2.3218 2022/08/15 13:28:43 - mmengine - INFO - Epoch(train) [159][3100/3757] lr: 3.2005e-02 eta: 1 day, 8:24:47 time: 0.3263 data_time: 0.0179 memory: 9201 grad_norm: 3.2161 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4959 loss: 2.4959 2022/08/15 13:29:15 - mmengine - INFO - Epoch(train) [159][3200/3757] lr: 3.2005e-02 eta: 1 day, 8:24:15 time: 0.3241 data_time: 0.0173 memory: 9201 grad_norm: 3.4868 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.4587 loss: 2.4587 2022/08/15 13:29:48 - mmengine - INFO - Epoch(train) [159][3300/3757] lr: 3.2005e-02 eta: 1 day, 8:23:43 time: 0.3234 data_time: 0.0171 memory: 9201 grad_norm: 3.2763 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5533 loss: 2.5533 2022/08/15 13:30:19 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 13:30:21 - mmengine - INFO - Epoch(train) [159][3400/3757] lr: 3.2005e-02 eta: 1 day, 8:23:12 time: 0.3262 data_time: 0.0174 memory: 9201 grad_norm: 3.2091 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2334 loss: 2.2334 2022/08/15 13:30:54 - mmengine - INFO - Epoch(train) [159][3500/3757] lr: 3.2005e-02 eta: 1 day, 8:22:40 time: 0.3231 data_time: 0.0168 memory: 9201 grad_norm: 3.2110 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4454 loss: 2.4454 2022/08/15 13:31:27 - mmengine - INFO - Epoch(train) [159][3600/3757] lr: 3.2005e-02 eta: 1 day, 8:22:09 time: 0.3252 data_time: 0.0171 memory: 9201 grad_norm: 3.4889 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2746 loss: 2.2746 2022/08/15 13:31:59 - mmengine - INFO - Epoch(train) [159][3700/3757] lr: 3.2005e-02 eta: 1 day, 8:21:37 time: 0.3269 data_time: 0.0181 memory: 9201 grad_norm: 3.4255 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7529 loss: 2.7529 2022/08/15 13:32:18 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 13:32:18 - mmengine - INFO - Epoch(train) [159][3757/3757] lr: 3.2005e-02 eta: 1 day, 8:21:25 time: 0.3106 data_time: 0.0169 memory: 9201 grad_norm: 3.3543 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 2.4726 loss: 2.4726 2022/08/15 13:32:53 - mmengine - INFO - Epoch(train) [160][100/3757] lr: 3.1434e-02 eta: 1 day, 8:20:46 time: 0.3267 data_time: 0.0190 memory: 9201 grad_norm: 3.3740 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1796 loss: 2.1796 2022/08/15 13:33:26 - mmengine - INFO - Epoch(train) [160][200/3757] lr: 3.1434e-02 eta: 1 day, 8:20:14 time: 0.3227 data_time: 0.0164 memory: 9201 grad_norm: 3.3415 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3036 loss: 2.3036 2022/08/15 13:33:58 - mmengine - INFO - Epoch(train) [160][300/3757] lr: 3.1434e-02 eta: 1 day, 8:19:42 time: 0.3268 data_time: 0.0177 memory: 9201 grad_norm: 3.5069 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.5062 loss: 2.5062 2022/08/15 13:34:31 - mmengine - INFO - Epoch(train) [160][400/3757] lr: 3.1434e-02 eta: 1 day, 8:19:11 time: 0.3261 data_time: 0.0175 memory: 9201 grad_norm: 3.3509 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2801 loss: 2.2801 2022/08/15 13:35:04 - mmengine - INFO - Epoch(train) [160][500/3757] lr: 3.1434e-02 eta: 1 day, 8:18:39 time: 0.3258 data_time: 0.0169 memory: 9201 grad_norm: 3.4326 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6463 loss: 2.6463 2022/08/15 13:35:37 - mmengine - INFO - Epoch(train) [160][600/3757] lr: 3.1434e-02 eta: 1 day, 8:18:08 time: 0.3252 data_time: 0.0170 memory: 9201 grad_norm: 3.4900 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4361 loss: 2.4361 2022/08/15 13:35:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 13:36:10 - mmengine - INFO - Epoch(train) [160][700/3757] lr: 3.1434e-02 eta: 1 day, 8:17:36 time: 0.3252 data_time: 0.0180 memory: 9201 grad_norm: 3.4643 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5003 loss: 2.5003 2022/08/15 13:36:43 - mmengine - INFO - Epoch(train) [160][800/3757] lr: 3.1434e-02 eta: 1 day, 8:17:05 time: 0.3258 data_time: 0.0175 memory: 9201 grad_norm: 3.3905 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5362 loss: 2.5362 2022/08/15 13:37:15 - mmengine - INFO - Epoch(train) [160][900/3757] lr: 3.1434e-02 eta: 1 day, 8:16:33 time: 0.3239 data_time: 0.0166 memory: 9201 grad_norm: 3.4099 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.5391 loss: 2.5391 2022/08/15 13:37:48 - mmengine - INFO - Epoch(train) [160][1000/3757] lr: 3.1434e-02 eta: 1 day, 8:16:02 time: 0.3245 data_time: 0.0173 memory: 9201 grad_norm: 3.3667 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6607 loss: 2.6607 2022/08/15 13:38:21 - mmengine - INFO - Epoch(train) [160][1100/3757] lr: 3.1434e-02 eta: 1 day, 8:15:30 time: 0.3254 data_time: 0.0174 memory: 9201 grad_norm: 3.3631 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3078 loss: 2.3078 2022/08/15 13:38:54 - mmengine - INFO - Epoch(train) [160][1200/3757] lr: 3.1434e-02 eta: 1 day, 8:14:58 time: 0.3261 data_time: 0.0189 memory: 9201 grad_norm: 3.3886 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5484 loss: 2.5484 2022/08/15 13:39:26 - mmengine - INFO - Epoch(train) [160][1300/3757] lr: 3.1434e-02 eta: 1 day, 8:14:27 time: 0.3242 data_time: 0.0162 memory: 9201 grad_norm: 3.3560 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5060 loss: 2.5060 2022/08/15 13:39:59 - mmengine - INFO - Epoch(train) [160][1400/3757] lr: 3.1434e-02 eta: 1 day, 8:13:55 time: 0.3223 data_time: 0.0171 memory: 9201 grad_norm: 3.4064 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5140 loss: 2.5140 2022/08/15 13:40:32 - mmengine - INFO - Epoch(train) [160][1500/3757] lr: 3.1434e-02 eta: 1 day, 8:13:24 time: 0.3261 data_time: 0.0174 memory: 9201 grad_norm: 3.4319 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5126 loss: 2.5126 2022/08/15 13:41:05 - mmengine - INFO - Epoch(train) [160][1600/3757] lr: 3.1434e-02 eta: 1 day, 8:12:52 time: 0.3258 data_time: 0.0171 memory: 9201 grad_norm: 3.4438 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5686 loss: 2.5686 2022/08/15 13:41:17 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 13:41:37 - mmengine - INFO - Epoch(train) [160][1700/3757] lr: 3.1434e-02 eta: 1 day, 8:12:20 time: 0.3238 data_time: 0.0165 memory: 9201 grad_norm: 3.3964 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3882 loss: 2.3882 2022/08/15 13:42:10 - mmengine - INFO - Epoch(train) [160][1800/3757] lr: 3.1434e-02 eta: 1 day, 8:11:49 time: 0.3264 data_time: 0.0194 memory: 9201 grad_norm: 3.4697 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5365 loss: 2.5365 2022/08/15 13:42:43 - mmengine - INFO - Epoch(train) [160][1900/3757] lr: 3.1434e-02 eta: 1 day, 8:11:17 time: 0.3273 data_time: 0.0168 memory: 9201 grad_norm: 3.3242 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4100 loss: 2.4100 2022/08/15 13:43:16 - mmengine - INFO - Epoch(train) [160][2000/3757] lr: 3.1434e-02 eta: 1 day, 8:10:46 time: 0.3242 data_time: 0.0177 memory: 9201 grad_norm: 3.4814 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4596 loss: 2.4596 2022/08/15 13:43:49 - mmengine - INFO - Epoch(train) [160][2100/3757] lr: 3.1434e-02 eta: 1 day, 8:10:14 time: 0.3376 data_time: 0.0172 memory: 9201 grad_norm: 3.3210 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.4839 loss: 2.4839 2022/08/15 13:44:22 - mmengine - INFO - Epoch(train) [160][2200/3757] lr: 3.1434e-02 eta: 1 day, 8:09:43 time: 0.3284 data_time: 0.0177 memory: 9201 grad_norm: 3.4507 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6862 loss: 2.6862 2022/08/15 13:44:54 - mmengine - INFO - Epoch(train) [160][2300/3757] lr: 3.1434e-02 eta: 1 day, 8:09:11 time: 0.3232 data_time: 0.0162 memory: 9201 grad_norm: 3.5405 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3351 loss: 2.3351 2022/08/15 13:45:27 - mmengine - INFO - Epoch(train) [160][2400/3757] lr: 3.1434e-02 eta: 1 day, 8:08:40 time: 0.3241 data_time: 0.0178 memory: 9201 grad_norm: 3.3157 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3592 loss: 2.3592 2022/08/15 13:46:00 - mmengine - INFO - Epoch(train) [160][2500/3757] lr: 3.1434e-02 eta: 1 day, 8:08:08 time: 0.3293 data_time: 0.0178 memory: 9201 grad_norm: 3.4365 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4935 loss: 2.4935 2022/08/15 13:46:33 - mmengine - INFO - Epoch(train) [160][2600/3757] lr: 3.1434e-02 eta: 1 day, 8:07:37 time: 0.3241 data_time: 0.0164 memory: 9201 grad_norm: 3.3633 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2452 loss: 2.2452 2022/08/15 13:46:45 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 13:47:06 - mmengine - INFO - Epoch(train) [160][2700/3757] lr: 3.1434e-02 eta: 1 day, 8:07:05 time: 0.3246 data_time: 0.0165 memory: 9201 grad_norm: 3.2182 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5158 loss: 2.5158 2022/08/15 13:47:39 - mmengine - INFO - Epoch(train) [160][2800/3757] lr: 3.1434e-02 eta: 1 day, 8:06:33 time: 0.3250 data_time: 0.0176 memory: 9201 grad_norm: 3.3939 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7056 loss: 2.7056 2022/08/15 13:48:11 - mmengine - INFO - Epoch(train) [160][2900/3757] lr: 3.1434e-02 eta: 1 day, 8:06:02 time: 0.3245 data_time: 0.0163 memory: 9201 grad_norm: 3.4239 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4945 loss: 2.4945 2022/08/15 13:48:45 - mmengine - INFO - Epoch(train) [160][3000/3757] lr: 3.1434e-02 eta: 1 day, 8:05:30 time: 0.3259 data_time: 0.0180 memory: 9201 grad_norm: 3.3266 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6055 loss: 2.6055 2022/08/15 13:49:17 - mmengine - INFO - Epoch(train) [160][3100/3757] lr: 3.1434e-02 eta: 1 day, 8:04:59 time: 0.3236 data_time: 0.0162 memory: 9201 grad_norm: 3.3940 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.4422 loss: 2.4422 2022/08/15 13:49:50 - mmengine - INFO - Epoch(train) [160][3200/3757] lr: 3.1434e-02 eta: 1 day, 8:04:27 time: 0.3246 data_time: 0.0166 memory: 9201 grad_norm: 3.3055 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4498 loss: 2.4498 2022/08/15 13:50:24 - mmengine - INFO - Epoch(train) [160][3300/3757] lr: 3.1434e-02 eta: 1 day, 8:03:56 time: 0.3414 data_time: 0.0190 memory: 9201 grad_norm: 3.3941 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4537 loss: 2.4537 2022/08/15 13:50:56 - mmengine - INFO - Epoch(train) [160][3400/3757] lr: 3.1434e-02 eta: 1 day, 8:03:24 time: 0.3245 data_time: 0.0172 memory: 9201 grad_norm: 3.3357 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.3628 loss: 2.3628 2022/08/15 13:51:29 - mmengine - INFO - Epoch(train) [160][3500/3757] lr: 3.1434e-02 eta: 1 day, 8:02:53 time: 0.3268 data_time: 0.0174 memory: 9201 grad_norm: 3.2440 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4384 loss: 2.4384 2022/08/15 13:52:02 - mmengine - INFO - Epoch(train) [160][3600/3757] lr: 3.1434e-02 eta: 1 day, 8:02:21 time: 0.3290 data_time: 0.0178 memory: 9201 grad_norm: 3.3412 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4528 loss: 2.4528 2022/08/15 13:52:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 13:52:35 - mmengine - INFO - Epoch(train) [160][3700/3757] lr: 3.1434e-02 eta: 1 day, 8:01:50 time: 0.3237 data_time: 0.0179 memory: 9201 grad_norm: 3.3195 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.2612 loss: 2.2612 2022/08/15 13:52:53 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 13:52:53 - mmengine - INFO - Epoch(train) [160][3757/3757] lr: 3.1434e-02 eta: 1 day, 8:01:37 time: 0.3084 data_time: 0.0157 memory: 9201 grad_norm: 3.4240 top1_acc: 0.2857 top5_acc: 0.5714 loss_cls: 2.3641 loss: 2.3641 2022/08/15 13:52:53 - mmengine - INFO - Saving checkpoint at 160 epochs 2022/08/15 13:53:19 - mmengine - INFO - Epoch(val) [160][100/310] eta: 0:00:46 time: 0.2219 data_time: 0.1113 memory: 1522 2022/08/15 13:53:40 - mmengine - INFO - Epoch(val) [160][200/310] eta: 0:00:21 time: 0.1948 data_time: 0.0793 memory: 1522 2022/08/15 13:54:00 - mmengine - INFO - Epoch(val) [160][300/310] eta: 0:00:01 time: 0.1547 data_time: 0.0580 memory: 1522 2022/08/15 13:54:03 - mmengine - INFO - Epoch(val) [160][310/310] acc/top1: 0.5113 acc/top5: 0.7717 acc/mean1: 0.5113 2022/08/15 13:54:03 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb/best_acc/top1_epoch_156.pth is removed 2022/08/15 13:54:06 - mmengine - INFO - The best checkpoint with 0.5113 acc/top1 at 161 epoch is saved to best_acc/top1_epoch_161.pth. 2022/08/15 13:54:40 - mmengine - INFO - Epoch(train) [161][100/3757] lr: 3.0866e-02 eta: 1 day, 8:00:57 time: 0.3314 data_time: 0.0166 memory: 9201 grad_norm: 3.3998 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7838 loss: 2.7838 2022/08/15 13:55:13 - mmengine - INFO - Epoch(train) [161][200/3757] lr: 3.0866e-02 eta: 1 day, 8:00:26 time: 0.3230 data_time: 0.0162 memory: 9201 grad_norm: 3.5196 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6809 loss: 2.6809 2022/08/15 13:55:46 - mmengine - INFO - Epoch(train) [161][300/3757] lr: 3.0866e-02 eta: 1 day, 7:59:54 time: 0.3260 data_time: 0.0179 memory: 9201 grad_norm: 3.4431 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4445 loss: 2.4445 2022/08/15 13:56:18 - mmengine - INFO - Epoch(train) [161][400/3757] lr: 3.0866e-02 eta: 1 day, 7:59:23 time: 0.3237 data_time: 0.0173 memory: 9201 grad_norm: 3.4579 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5137 loss: 2.5137 2022/08/15 13:56:51 - mmengine - INFO - Epoch(train) [161][500/3757] lr: 3.0866e-02 eta: 1 day, 7:58:51 time: 0.3238 data_time: 0.0167 memory: 9201 grad_norm: 3.4201 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.4703 loss: 2.4703 2022/08/15 13:57:24 - mmengine - INFO - Epoch(train) [161][600/3757] lr: 3.0866e-02 eta: 1 day, 7:58:20 time: 0.3255 data_time: 0.0172 memory: 9201 grad_norm: 3.3919 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0134 loss: 2.0134 2022/08/15 13:57:57 - mmengine - INFO - Epoch(train) [161][700/3757] lr: 3.0866e-02 eta: 1 day, 7:57:48 time: 0.3229 data_time: 0.0169 memory: 9201 grad_norm: 3.4012 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4266 loss: 2.4266 2022/08/15 13:58:29 - mmengine - INFO - Epoch(train) [161][800/3757] lr: 3.0866e-02 eta: 1 day, 7:57:16 time: 0.3261 data_time: 0.0203 memory: 9201 grad_norm: 3.4662 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4699 loss: 2.4699 2022/08/15 13:58:56 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 13:59:02 - mmengine - INFO - Epoch(train) [161][900/3757] lr: 3.0866e-02 eta: 1 day, 7:56:45 time: 0.3303 data_time: 0.0181 memory: 9201 grad_norm: 3.4852 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1865 loss: 2.1865 2022/08/15 13:59:35 - mmengine - INFO - Epoch(train) [161][1000/3757] lr: 3.0866e-02 eta: 1 day, 7:56:13 time: 0.3250 data_time: 0.0176 memory: 9201 grad_norm: 3.4542 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5384 loss: 2.5384 2022/08/15 14:00:08 - mmengine - INFO - Epoch(train) [161][1100/3757] lr: 3.0866e-02 eta: 1 day, 7:55:42 time: 0.3236 data_time: 0.0172 memory: 9201 grad_norm: 3.3879 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3661 loss: 2.3661 2022/08/15 14:00:40 - mmengine - INFO - Epoch(train) [161][1200/3757] lr: 3.0866e-02 eta: 1 day, 7:55:10 time: 0.3251 data_time: 0.0179 memory: 9201 grad_norm: 3.4139 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.5346 loss: 2.5346 2022/08/15 14:01:13 - mmengine - INFO - Epoch(train) [161][1300/3757] lr: 3.0866e-02 eta: 1 day, 7:54:38 time: 0.3249 data_time: 0.0175 memory: 9201 grad_norm: 3.3910 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 2.6314 loss: 2.6314 2022/08/15 14:01:46 - mmengine - INFO - Epoch(train) [161][1400/3757] lr: 3.0866e-02 eta: 1 day, 7:54:07 time: 0.3252 data_time: 0.0184 memory: 9201 grad_norm: 3.4433 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2775 loss: 2.2775 2022/08/15 14:02:18 - mmengine - INFO - Epoch(train) [161][1500/3757] lr: 3.0866e-02 eta: 1 day, 7:53:35 time: 0.3238 data_time: 0.0168 memory: 9201 grad_norm: 3.4466 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4041 loss: 2.4041 2022/08/15 14:02:51 - mmengine - INFO - Epoch(train) [161][1600/3757] lr: 3.0866e-02 eta: 1 day, 7:53:03 time: 0.3252 data_time: 0.0170 memory: 9201 grad_norm: 3.4809 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6552 loss: 2.6552 2022/08/15 14:03:24 - mmengine - INFO - Epoch(train) [161][1700/3757] lr: 3.0866e-02 eta: 1 day, 7:52:32 time: 0.3262 data_time: 0.0174 memory: 9201 grad_norm: 3.4021 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6721 loss: 2.6721 2022/08/15 14:03:57 - mmengine - INFO - Epoch(train) [161][1800/3757] lr: 3.0866e-02 eta: 1 day, 7:52:00 time: 0.3252 data_time: 0.0176 memory: 9201 grad_norm: 3.3791 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3254 loss: 2.3254 2022/08/15 14:04:23 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 14:04:30 - mmengine - INFO - Epoch(train) [161][1900/3757] lr: 3.0866e-02 eta: 1 day, 7:51:29 time: 0.3310 data_time: 0.0158 memory: 9201 grad_norm: 3.3523 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3266 loss: 2.3266 2022/08/15 14:05:03 - mmengine - INFO - Epoch(train) [161][2000/3757] lr: 3.0866e-02 eta: 1 day, 7:50:57 time: 0.3318 data_time: 0.0191 memory: 9201 grad_norm: 3.4567 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.6456 loss: 2.6456 2022/08/15 14:05:36 - mmengine - INFO - Epoch(train) [161][2100/3757] lr: 3.0866e-02 eta: 1 day, 7:50:26 time: 0.3232 data_time: 0.0157 memory: 9201 grad_norm: 3.4332 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4405 loss: 2.4405 2022/08/15 14:06:08 - mmengine - INFO - Epoch(train) [161][2200/3757] lr: 3.0866e-02 eta: 1 day, 7:49:54 time: 0.3237 data_time: 0.0170 memory: 9201 grad_norm: 3.5927 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9171 loss: 2.9171 2022/08/15 14:06:41 - mmengine - INFO - Epoch(train) [161][2300/3757] lr: 3.0866e-02 eta: 1 day, 7:49:22 time: 0.3295 data_time: 0.0176 memory: 9201 grad_norm: 3.4277 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4371 loss: 2.4371 2022/08/15 14:07:14 - mmengine - INFO - Epoch(train) [161][2400/3757] lr: 3.0866e-02 eta: 1 day, 7:48:51 time: 0.3252 data_time: 0.0166 memory: 9201 grad_norm: 3.4651 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4531 loss: 2.4531 2022/08/15 14:07:47 - mmengine - INFO - Epoch(train) [161][2500/3757] lr: 3.0866e-02 eta: 1 day, 7:48:19 time: 0.3244 data_time: 0.0179 memory: 9201 grad_norm: 3.4505 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4744 loss: 2.4744 2022/08/15 14:08:19 - mmengine - INFO - Epoch(train) [161][2600/3757] lr: 3.0866e-02 eta: 1 day, 7:47:48 time: 0.3239 data_time: 0.0169 memory: 9201 grad_norm: 3.4578 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.4449 loss: 2.4449 2022/08/15 14:08:52 - mmengine - INFO - Epoch(train) [161][2700/3757] lr: 3.0866e-02 eta: 1 day, 7:47:16 time: 0.3258 data_time: 0.0171 memory: 9201 grad_norm: 3.5020 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.5414 loss: 2.5414 2022/08/15 14:09:25 - mmengine - INFO - Epoch(train) [161][2800/3757] lr: 3.0866e-02 eta: 1 day, 7:46:44 time: 0.3250 data_time: 0.0163 memory: 9201 grad_norm: 3.3660 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5407 loss: 2.5407 2022/08/15 14:09:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 14:09:58 - mmengine - INFO - Epoch(train) [161][2900/3757] lr: 3.0866e-02 eta: 1 day, 7:46:13 time: 0.3224 data_time: 0.0162 memory: 9201 grad_norm: 3.4396 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3079 loss: 2.3079 2022/08/15 14:10:30 - mmengine - INFO - Epoch(train) [161][3000/3757] lr: 3.0866e-02 eta: 1 day, 7:45:41 time: 0.3249 data_time: 0.0169 memory: 9201 grad_norm: 3.4151 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.4707 loss: 2.4707 2022/08/15 14:11:03 - mmengine - INFO - Epoch(train) [161][3100/3757] lr: 3.0866e-02 eta: 1 day, 7:45:10 time: 0.3260 data_time: 0.0174 memory: 9201 grad_norm: 3.4170 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4593 loss: 2.4593 2022/08/15 14:11:36 - mmengine - INFO - Epoch(train) [161][3200/3757] lr: 3.0866e-02 eta: 1 day, 7:44:38 time: 0.3258 data_time: 0.0175 memory: 9201 grad_norm: 3.3925 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4074 loss: 2.4074 2022/08/15 14:12:08 - mmengine - INFO - Epoch(train) [161][3300/3757] lr: 3.0866e-02 eta: 1 day, 7:44:06 time: 0.3245 data_time: 0.0167 memory: 9201 grad_norm: 3.3995 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3178 loss: 2.3178 2022/08/15 14:12:41 - mmengine - INFO - Epoch(train) [161][3400/3757] lr: 3.0866e-02 eta: 1 day, 7:43:35 time: 0.3256 data_time: 0.0182 memory: 9201 grad_norm: 3.4907 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.3725 loss: 2.3725 2022/08/15 14:13:14 - mmengine - INFO - Epoch(train) [161][3500/3757] lr: 3.0866e-02 eta: 1 day, 7:43:03 time: 0.3256 data_time: 0.0171 memory: 9201 grad_norm: 3.4584 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3494 loss: 2.3494 2022/08/15 14:13:47 - mmengine - INFO - Epoch(train) [161][3600/3757] lr: 3.0866e-02 eta: 1 day, 7:42:31 time: 0.3246 data_time: 0.0178 memory: 9201 grad_norm: 3.5721 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.4987 loss: 2.4987 2022/08/15 14:14:19 - mmengine - INFO - Epoch(train) [161][3700/3757] lr: 3.0866e-02 eta: 1 day, 7:42:00 time: 0.3231 data_time: 0.0157 memory: 9201 grad_norm: 3.4503 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3217 loss: 2.3217 2022/08/15 14:14:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 14:14:38 - mmengine - INFO - Epoch(train) [161][3757/3757] lr: 3.0866e-02 eta: 1 day, 7:41:47 time: 0.3072 data_time: 0.0152 memory: 9201 grad_norm: 3.4359 top1_acc: 0.4286 top5_acc: 0.4286 loss_cls: 2.0214 loss: 2.0214 2022/08/15 14:15:13 - mmengine - INFO - Epoch(train) [162][100/3757] lr: 3.0300e-02 eta: 1 day, 7:41:08 time: 0.3286 data_time: 0.0170 memory: 9201 grad_norm: 3.3719 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2211 loss: 2.2211 2022/08/15 14:15:20 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 14:15:45 - mmengine - INFO - Epoch(train) [162][200/3757] lr: 3.0300e-02 eta: 1 day, 7:40:36 time: 0.3261 data_time: 0.0177 memory: 9201 grad_norm: 3.4130 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4927 loss: 2.4927 2022/08/15 14:16:18 - mmengine - INFO - Epoch(train) [162][300/3757] lr: 3.0300e-02 eta: 1 day, 7:40:05 time: 0.3235 data_time: 0.0165 memory: 9201 grad_norm: 3.4878 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2676 loss: 2.2676 2022/08/15 14:16:51 - mmengine - INFO - Epoch(train) [162][400/3757] lr: 3.0300e-02 eta: 1 day, 7:39:33 time: 0.3244 data_time: 0.0166 memory: 9201 grad_norm: 3.3072 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3757 loss: 2.3757 2022/08/15 14:17:24 - mmengine - INFO - Epoch(train) [162][500/3757] lr: 3.0300e-02 eta: 1 day, 7:39:02 time: 0.3306 data_time: 0.0181 memory: 9201 grad_norm: 3.4436 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4382 loss: 2.4382 2022/08/15 14:17:57 - mmengine - INFO - Epoch(train) [162][600/3757] lr: 3.0300e-02 eta: 1 day, 7:38:30 time: 0.3240 data_time: 0.0171 memory: 9201 grad_norm: 3.4540 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4076 loss: 2.4076 2022/08/15 14:18:29 - mmengine - INFO - Epoch(train) [162][700/3757] lr: 3.0300e-02 eta: 1 day, 7:37:58 time: 0.3223 data_time: 0.0165 memory: 9201 grad_norm: 3.4649 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3553 loss: 2.3553 2022/08/15 14:19:02 - mmengine - INFO - Epoch(train) [162][800/3757] lr: 3.0300e-02 eta: 1 day, 7:37:27 time: 0.3283 data_time: 0.0178 memory: 9201 grad_norm: 3.3256 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1839 loss: 2.1839 2022/08/15 14:19:35 - mmengine - INFO - Epoch(train) [162][900/3757] lr: 3.0300e-02 eta: 1 day, 7:36:55 time: 0.3238 data_time: 0.0167 memory: 9201 grad_norm: 3.4999 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.5082 loss: 2.5082 2022/08/15 14:20:08 - mmengine - INFO - Epoch(train) [162][1000/3757] lr: 3.0300e-02 eta: 1 day, 7:36:24 time: 0.3256 data_time: 0.0175 memory: 9201 grad_norm: 3.3631 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2343 loss: 2.2343 2022/08/15 14:20:41 - mmengine - INFO - Epoch(train) [162][1100/3757] lr: 3.0300e-02 eta: 1 day, 7:35:52 time: 0.3272 data_time: 0.0170 memory: 9201 grad_norm: 3.4659 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.5440 loss: 2.5440 2022/08/15 14:20:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 14:21:14 - mmengine - INFO - Epoch(train) [162][1200/3757] lr: 3.0300e-02 eta: 1 day, 7:35:21 time: 0.3242 data_time: 0.0171 memory: 9201 grad_norm: 3.4958 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3839 loss: 2.3839 2022/08/15 14:21:47 - mmengine - INFO - Epoch(train) [162][1300/3757] lr: 3.0300e-02 eta: 1 day, 7:34:49 time: 0.3303 data_time: 0.0175 memory: 9201 grad_norm: 3.3704 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2412 loss: 2.2412 2022/08/15 14:22:19 - mmengine - INFO - Epoch(train) [162][1400/3757] lr: 3.0300e-02 eta: 1 day, 7:34:18 time: 0.3255 data_time: 0.0169 memory: 9201 grad_norm: 3.5222 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5994 loss: 2.5994 2022/08/15 14:22:52 - mmengine - INFO - Epoch(train) [162][1500/3757] lr: 3.0300e-02 eta: 1 day, 7:33:46 time: 0.3260 data_time: 0.0189 memory: 9201 grad_norm: 3.4783 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4136 loss: 2.4136 2022/08/15 14:23:25 - mmengine - INFO - Epoch(train) [162][1600/3757] lr: 3.0300e-02 eta: 1 day, 7:33:14 time: 0.3286 data_time: 0.0184 memory: 9201 grad_norm: 3.4896 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3351 loss: 2.3351 2022/08/15 14:23:58 - mmengine - INFO - Epoch(train) [162][1700/3757] lr: 3.0300e-02 eta: 1 day, 7:32:43 time: 0.3236 data_time: 0.0187 memory: 9201 grad_norm: 3.5522 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4879 loss: 2.4879 2022/08/15 14:24:31 - mmengine - INFO - Epoch(train) [162][1800/3757] lr: 3.0300e-02 eta: 1 day, 7:32:11 time: 0.3224 data_time: 0.0151 memory: 9201 grad_norm: 3.4822 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6432 loss: 2.6432 2022/08/15 14:25:04 - mmengine - INFO - Epoch(train) [162][1900/3757] lr: 3.0300e-02 eta: 1 day, 7:31:40 time: 0.3301 data_time: 0.0189 memory: 9201 grad_norm: 3.5336 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4014 loss: 2.4014 2022/08/15 14:25:36 - mmengine - INFO - Epoch(train) [162][2000/3757] lr: 3.0300e-02 eta: 1 day, 7:31:08 time: 0.3255 data_time: 0.0169 memory: 9201 grad_norm: 3.4628 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6688 loss: 2.6688 2022/08/15 14:26:09 - mmengine - INFO - Epoch(train) [162][2100/3757] lr: 3.0300e-02 eta: 1 day, 7:30:37 time: 0.3265 data_time: 0.0174 memory: 9201 grad_norm: 3.5660 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4449 loss: 2.4449 2022/08/15 14:26:17 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 14:26:42 - mmengine - INFO - Epoch(train) [162][2200/3757] lr: 3.0300e-02 eta: 1 day, 7:30:05 time: 0.3266 data_time: 0.0164 memory: 9201 grad_norm: 3.3477 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4904 loss: 2.4904 2022/08/15 14:27:15 - mmengine - INFO - Epoch(train) [162][2300/3757] lr: 3.0300e-02 eta: 1 day, 7:29:33 time: 0.3261 data_time: 0.0175 memory: 9201 grad_norm: 3.3387 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6805 loss: 2.6805 2022/08/15 14:27:48 - mmengine - INFO - Epoch(train) [162][2400/3757] lr: 3.0300e-02 eta: 1 day, 7:29:02 time: 0.3275 data_time: 0.0179 memory: 9201 grad_norm: 3.5015 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4577 loss: 2.4577 2022/08/15 14:29:14 - mmengine - INFO - Epoch(train) [162][2500/3757] lr: 3.0300e-02 eta: 1 day, 7:29:02 time: 0.3253 data_time: 0.0184 memory: 9201 grad_norm: 3.4859 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4909 loss: 2.4909 2022/08/15 14:29:47 - mmengine - INFO - Epoch(train) [162][2600/3757] lr: 3.0300e-02 eta: 1 day, 7:28:30 time: 0.3287 data_time: 0.0178 memory: 9201 grad_norm: 3.2907 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5702 loss: 2.5702 2022/08/15 14:30:20 - mmengine - INFO - Epoch(train) [162][2700/3757] lr: 3.0300e-02 eta: 1 day, 7:27:59 time: 0.3240 data_time: 0.0169 memory: 9201 grad_norm: 3.4961 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4343 loss: 2.4343 2022/08/15 14:30:53 - mmengine - INFO - Epoch(train) [162][2800/3757] lr: 3.0300e-02 eta: 1 day, 7:27:27 time: 0.3238 data_time: 0.0177 memory: 9201 grad_norm: 3.4755 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5384 loss: 2.5384 2022/08/15 14:31:26 - mmengine - INFO - Epoch(train) [162][2900/3757] lr: 3.0300e-02 eta: 1 day, 7:26:56 time: 0.3558 data_time: 0.0392 memory: 9201 grad_norm: 3.4874 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.4122 loss: 2.4122 2022/08/15 14:31:59 - mmengine - INFO - Epoch(train) [162][3000/3757] lr: 3.0300e-02 eta: 1 day, 7:26:24 time: 0.3246 data_time: 0.0174 memory: 9201 grad_norm: 3.4138 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3491 loss: 2.3491 2022/08/15 14:32:32 - mmengine - INFO - Epoch(train) [162][3100/3757] lr: 3.0300e-02 eta: 1 day, 7:25:52 time: 0.3260 data_time: 0.0178 memory: 9201 grad_norm: 3.3918 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3652 loss: 2.3652 2022/08/15 14:32:40 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 14:33:05 - mmengine - INFO - Epoch(train) [162][3200/3757] lr: 3.0300e-02 eta: 1 day, 7:25:21 time: 0.3249 data_time: 0.0178 memory: 9201 grad_norm: 3.4074 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3591 loss: 2.3591 2022/08/15 14:33:38 - mmengine - INFO - Epoch(train) [162][3300/3757] lr: 3.0300e-02 eta: 1 day, 7:24:49 time: 0.3251 data_time: 0.0170 memory: 9201 grad_norm: 3.4510 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5874 loss: 2.5874 2022/08/15 14:34:10 - mmengine - INFO - Epoch(train) [162][3400/3757] lr: 3.0300e-02 eta: 1 day, 7:24:18 time: 0.3224 data_time: 0.0160 memory: 9201 grad_norm: 3.5120 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6293 loss: 2.6293 2022/08/15 14:34:43 - mmengine - INFO - Epoch(train) [162][3500/3757] lr: 3.0300e-02 eta: 1 day, 7:23:46 time: 0.3322 data_time: 0.0171 memory: 9201 grad_norm: 3.4188 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2965 loss: 2.2965 2022/08/15 14:35:16 - mmengine - INFO - Epoch(train) [162][3600/3757] lr: 3.0300e-02 eta: 1 day, 7:23:14 time: 0.3245 data_time: 0.0171 memory: 9201 grad_norm: 3.4545 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1406 loss: 2.1406 2022/08/15 14:35:49 - mmengine - INFO - Epoch(train) [162][3700/3757] lr: 3.0300e-02 eta: 1 day, 7:22:43 time: 0.3283 data_time: 0.0179 memory: 9201 grad_norm: 3.5202 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4300 loss: 2.4300 2022/08/15 14:36:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 14:36:07 - mmengine - INFO - Epoch(train) [162][3757/3757] lr: 3.0300e-02 eta: 1 day, 7:22:30 time: 0.3103 data_time: 0.0161 memory: 9201 grad_norm: 3.5188 top1_acc: 0.4286 top5_acc: 0.8571 loss_cls: 2.1499 loss: 2.1499 2022/08/15 14:36:42 - mmengine - INFO - Epoch(train) [163][100/3757] lr: 2.9738e-02 eta: 1 day, 7:21:51 time: 0.3244 data_time: 0.0167 memory: 9201 grad_norm: 3.4715 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2995 loss: 2.2995 2022/08/15 14:37:15 - mmengine - INFO - Epoch(train) [163][200/3757] lr: 2.9738e-02 eta: 1 day, 7:21:20 time: 0.3344 data_time: 0.0177 memory: 9201 grad_norm: 3.2839 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6559 loss: 2.6559 2022/08/15 14:37:48 - mmengine - INFO - Epoch(train) [163][300/3757] lr: 2.9738e-02 eta: 1 day, 7:20:48 time: 0.3259 data_time: 0.0173 memory: 9201 grad_norm: 3.3959 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4781 loss: 2.4781 2022/08/15 14:38:09 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 14:38:20 - mmengine - INFO - Epoch(train) [163][400/3757] lr: 2.9738e-02 eta: 1 day, 7:20:16 time: 0.3225 data_time: 0.0164 memory: 9201 grad_norm: 3.4155 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4248 loss: 2.4248 2022/08/15 14:38:53 - mmengine - INFO - Epoch(train) [163][500/3757] lr: 2.9738e-02 eta: 1 day, 7:19:45 time: 0.3252 data_time: 0.0176 memory: 9201 grad_norm: 3.4592 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2938 loss: 2.2938 2022/08/15 14:39:26 - mmengine - INFO - Epoch(train) [163][600/3757] lr: 2.9738e-02 eta: 1 day, 7:19:13 time: 0.3252 data_time: 0.0179 memory: 9201 grad_norm: 3.4730 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7487 loss: 2.7487 2022/08/15 14:39:59 - mmengine - INFO - Epoch(train) [163][700/3757] lr: 2.9738e-02 eta: 1 day, 7:18:41 time: 0.3242 data_time: 0.0175 memory: 9201 grad_norm: 3.4970 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4570 loss: 2.4570 2022/08/15 14:40:32 - mmengine - INFO - Epoch(train) [163][800/3757] lr: 2.9738e-02 eta: 1 day, 7:18:10 time: 0.3254 data_time: 0.0168 memory: 9201 grad_norm: 3.3448 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5511 loss: 2.5511 2022/08/15 14:41:04 - mmengine - INFO - Epoch(train) [163][900/3757] lr: 2.9738e-02 eta: 1 day, 7:17:38 time: 0.3225 data_time: 0.0168 memory: 9201 grad_norm: 3.3933 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7104 loss: 2.7104 2022/08/15 14:41:37 - mmengine - INFO - Epoch(train) [163][1000/3757] lr: 2.9738e-02 eta: 1 day, 7:17:06 time: 0.3262 data_time: 0.0187 memory: 9201 grad_norm: 3.5176 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.3729 loss: 2.3729 2022/08/15 14:42:10 - mmengine - INFO - Epoch(train) [163][1100/3757] lr: 2.9738e-02 eta: 1 day, 7:16:35 time: 0.3241 data_time: 0.0163 memory: 9201 grad_norm: 3.4538 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4690 loss: 2.4690 2022/08/15 14:42:43 - mmengine - INFO - Epoch(train) [163][1200/3757] lr: 2.9738e-02 eta: 1 day, 7:16:03 time: 0.3239 data_time: 0.0166 memory: 9201 grad_norm: 3.5465 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.2895 loss: 2.2895 2022/08/15 14:43:16 - mmengine - INFO - Epoch(train) [163][1300/3757] lr: 2.9738e-02 eta: 1 day, 7:15:32 time: 0.3258 data_time: 0.0165 memory: 9201 grad_norm: 3.4745 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4042 loss: 2.4042 2022/08/15 14:43:37 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 14:43:48 - mmengine - INFO - Epoch(train) [163][1400/3757] lr: 2.9738e-02 eta: 1 day, 7:15:00 time: 0.3267 data_time: 0.0174 memory: 9201 grad_norm: 3.5007 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4814 loss: 2.4814 2022/08/15 14:44:21 - mmengine - INFO - Epoch(train) [163][1500/3757] lr: 2.9738e-02 eta: 1 day, 7:14:28 time: 0.3232 data_time: 0.0171 memory: 9201 grad_norm: 3.5692 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5047 loss: 2.5047 2022/08/15 14:44:54 - mmengine - INFO - Epoch(train) [163][1600/3757] lr: 2.9738e-02 eta: 1 day, 7:13:57 time: 0.3280 data_time: 0.0182 memory: 9201 grad_norm: 3.5171 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4334 loss: 2.4334 2022/08/15 14:45:27 - mmengine - INFO - Epoch(train) [163][1700/3757] lr: 2.9738e-02 eta: 1 day, 7:13:25 time: 0.3256 data_time: 0.0167 memory: 9201 grad_norm: 3.4691 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1267 loss: 2.1267 2022/08/15 14:45:59 - mmengine - INFO - Epoch(train) [163][1800/3757] lr: 2.9738e-02 eta: 1 day, 7:12:53 time: 0.3313 data_time: 0.0185 memory: 9201 grad_norm: 3.5371 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4844 loss: 2.4844 2022/08/15 14:46:32 - mmengine - INFO - Epoch(train) [163][1900/3757] lr: 2.9738e-02 eta: 1 day, 7:12:22 time: 0.3242 data_time: 0.0178 memory: 9201 grad_norm: 3.5552 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5883 loss: 2.5883 2022/08/15 14:47:05 - mmengine - INFO - Epoch(train) [163][2000/3757] lr: 2.9738e-02 eta: 1 day, 7:11:50 time: 0.3242 data_time: 0.0173 memory: 9201 grad_norm: 3.4816 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5212 loss: 2.5212 2022/08/15 14:47:38 - mmengine - INFO - Epoch(train) [163][2100/3757] lr: 2.9738e-02 eta: 1 day, 7:11:19 time: 0.3250 data_time: 0.0179 memory: 9201 grad_norm: 3.5074 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5633 loss: 2.5633 2022/08/15 14:48:10 - mmengine - INFO - Epoch(train) [163][2200/3757] lr: 2.9738e-02 eta: 1 day, 7:10:47 time: 0.3221 data_time: 0.0169 memory: 9201 grad_norm: 3.3256 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2234 loss: 2.2234 2022/08/15 14:48:43 - mmengine - INFO - Epoch(train) [163][2300/3757] lr: 2.9738e-02 eta: 1 day, 7:10:15 time: 0.3246 data_time: 0.0169 memory: 9201 grad_norm: 3.4801 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.6685 loss: 2.6685 2022/08/15 14:49:05 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 14:49:16 - mmengine - INFO - Epoch(train) [163][2400/3757] lr: 2.9738e-02 eta: 1 day, 7:09:44 time: 0.3238 data_time: 0.0172 memory: 9201 grad_norm: 3.5648 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5372 loss: 2.5372 2022/08/15 14:49:49 - mmengine - INFO - Epoch(train) [163][2500/3757] lr: 2.9738e-02 eta: 1 day, 7:09:12 time: 0.3260 data_time: 0.0175 memory: 9201 grad_norm: 3.4773 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.7160 loss: 2.7160 2022/08/15 14:50:22 - mmengine - INFO - Epoch(train) [163][2600/3757] lr: 2.9738e-02 eta: 1 day, 7:08:40 time: 0.3242 data_time: 0.0169 memory: 9201 grad_norm: 3.4304 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2501 loss: 2.2501 2022/08/15 14:50:55 - mmengine - INFO - Epoch(train) [163][2700/3757] lr: 2.9738e-02 eta: 1 day, 7:08:09 time: 0.3255 data_time: 0.0173 memory: 9201 grad_norm: 3.5126 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 2.2936 loss: 2.2936 2022/08/15 14:51:28 - mmengine - INFO - Epoch(train) [163][2800/3757] lr: 2.9738e-02 eta: 1 day, 7:07:37 time: 0.3250 data_time: 0.0167 memory: 9201 grad_norm: 3.4639 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6018 loss: 2.6018 2022/08/15 14:52:00 - mmengine - INFO - Epoch(train) [163][2900/3757] lr: 2.9738e-02 eta: 1 day, 7:07:06 time: 0.3268 data_time: 0.0174 memory: 9201 grad_norm: 3.4525 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9897 loss: 1.9897 2022/08/15 14:52:33 - mmengine - INFO - Epoch(train) [163][3000/3757] lr: 2.9738e-02 eta: 1 day, 7:06:34 time: 0.3240 data_time: 0.0174 memory: 9201 grad_norm: 3.5982 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7646 loss: 2.7646 2022/08/15 14:53:06 - mmengine - INFO - Epoch(train) [163][3100/3757] lr: 2.9738e-02 eta: 1 day, 7:06:03 time: 0.3258 data_time: 0.0162 memory: 9201 grad_norm: 3.5755 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.5388 loss: 2.5388 2022/08/15 14:53:39 - mmengine - INFO - Epoch(train) [163][3200/3757] lr: 2.9738e-02 eta: 1 day, 7:05:31 time: 0.3250 data_time: 0.0172 memory: 9201 grad_norm: 3.6601 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6483 loss: 2.6483 2022/08/15 14:54:12 - mmengine - INFO - Epoch(train) [163][3300/3757] lr: 2.9738e-02 eta: 1 day, 7:04:59 time: 0.3237 data_time: 0.0173 memory: 9201 grad_norm: 3.4970 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3557 loss: 2.3557 2022/08/15 14:54:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 14:54:45 - mmengine - INFO - Epoch(train) [163][3400/3757] lr: 2.9738e-02 eta: 1 day, 7:04:28 time: 0.3265 data_time: 0.0179 memory: 9201 grad_norm: 3.3390 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1779 loss: 2.1779 2022/08/15 14:55:17 - mmengine - INFO - Epoch(train) [163][3500/3757] lr: 2.9738e-02 eta: 1 day, 7:03:56 time: 0.3286 data_time: 0.0171 memory: 9201 grad_norm: 3.4928 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2859 loss: 2.2859 2022/08/15 14:55:50 - mmengine - INFO - Epoch(train) [163][3600/3757] lr: 2.9738e-02 eta: 1 day, 7:03:24 time: 0.3241 data_time: 0.0164 memory: 9201 grad_norm: 3.4559 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4621 loss: 2.4621 2022/08/15 14:56:23 - mmengine - INFO - Epoch(train) [163][3700/3757] lr: 2.9738e-02 eta: 1 day, 7:02:53 time: 0.3241 data_time: 0.0172 memory: 9201 grad_norm: 3.4307 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.3821 loss: 2.3821 2022/08/15 14:56:41 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 14:56:41 - mmengine - INFO - Epoch(train) [163][3757/3757] lr: 2.9738e-02 eta: 1 day, 7:02:40 time: 0.3080 data_time: 0.0164 memory: 9201 grad_norm: 3.3324 top1_acc: 0.1429 top5_acc: 0.7143 loss_cls: 2.4416 loss: 2.4416 2022/08/15 14:57:16 - mmengine - INFO - Epoch(train) [164][100/3757] lr: 2.9179e-02 eta: 1 day, 7:02:01 time: 0.3262 data_time: 0.0165 memory: 9201 grad_norm: 3.5506 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 2.4211 loss: 2.4211 2022/08/15 14:57:49 - mmengine - INFO - Epoch(train) [164][200/3757] lr: 2.9179e-02 eta: 1 day, 7:01:29 time: 0.3267 data_time: 0.0173 memory: 9201 grad_norm: 3.5652 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.2865 loss: 2.2865 2022/08/15 14:58:22 - mmengine - INFO - Epoch(train) [164][300/3757] lr: 2.9179e-02 eta: 1 day, 7:00:58 time: 0.3271 data_time: 0.0178 memory: 9201 grad_norm: 3.4199 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5483 loss: 2.5483 2022/08/15 14:58:54 - mmengine - INFO - Epoch(train) [164][400/3757] lr: 2.9179e-02 eta: 1 day, 7:00:26 time: 0.3245 data_time: 0.0176 memory: 9201 grad_norm: 3.5414 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4817 loss: 2.4817 2022/08/15 14:59:27 - mmengine - INFO - Epoch(train) [164][500/3757] lr: 2.9179e-02 eta: 1 day, 6:59:55 time: 0.3313 data_time: 0.0168 memory: 9201 grad_norm: 3.4212 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5584 loss: 2.5584 2022/08/15 15:00:00 - mmengine - INFO - Epoch(train) [164][600/3757] lr: 2.9179e-02 eta: 1 day, 6:59:23 time: 0.3298 data_time: 0.0188 memory: 9201 grad_norm: 3.4341 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4862 loss: 2.4862 2022/08/15 15:00:03 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 15:00:33 - mmengine - INFO - Epoch(train) [164][700/3757] lr: 2.9179e-02 eta: 1 day, 6:58:51 time: 0.3250 data_time: 0.0170 memory: 9201 grad_norm: 3.5663 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4588 loss: 2.4588 2022/08/15 15:01:06 - mmengine - INFO - Epoch(train) [164][800/3757] lr: 2.9179e-02 eta: 1 day, 6:58:20 time: 0.3258 data_time: 0.0168 memory: 9201 grad_norm: 3.5894 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2958 loss: 2.2958 2022/08/15 15:01:39 - mmengine - INFO - Epoch(train) [164][900/3757] lr: 2.9179e-02 eta: 1 day, 6:57:48 time: 0.3341 data_time: 0.0186 memory: 9201 grad_norm: 3.5449 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1338 loss: 2.1338 2022/08/15 15:02:12 - mmengine - INFO - Epoch(train) [164][1000/3757] lr: 2.9179e-02 eta: 1 day, 6:57:17 time: 0.3248 data_time: 0.0168 memory: 9201 grad_norm: 3.4759 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3463 loss: 2.3463 2022/08/15 15:03:05 - mmengine - INFO - Epoch(train) [164][1100/3757] lr: 2.9179e-02 eta: 1 day, 6:56:56 time: 0.5075 data_time: 0.0208 memory: 9201 grad_norm: 3.5350 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 2.6571 loss: 2.6571 2022/08/15 15:03:52 - mmengine - INFO - Epoch(train) [164][1200/3757] lr: 2.9179e-02 eta: 1 day, 6:56:33 time: 0.3284 data_time: 0.0208 memory: 9201 grad_norm: 3.4548 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3062 loss: 2.3062 2022/08/15 15:04:24 - mmengine - INFO - Epoch(train) [164][1300/3757] lr: 2.9179e-02 eta: 1 day, 6:56:01 time: 0.3226 data_time: 0.0167 memory: 9201 grad_norm: 3.5969 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2462 loss: 2.2462 2022/08/15 15:04:57 - mmengine - INFO - Epoch(train) [164][1400/3757] lr: 2.9179e-02 eta: 1 day, 6:55:30 time: 0.3254 data_time: 0.0166 memory: 9201 grad_norm: 3.4589 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1845 loss: 2.1845 2022/08/15 15:05:30 - mmengine - INFO - Epoch(train) [164][1500/3757] lr: 2.9179e-02 eta: 1 day, 6:54:58 time: 0.3309 data_time: 0.0178 memory: 9201 grad_norm: 3.4372 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3925 loss: 2.3925 2022/08/15 15:06:03 - mmengine - INFO - Epoch(train) [164][1600/3757] lr: 2.9179e-02 eta: 1 day, 6:54:26 time: 0.3252 data_time: 0.0173 memory: 9201 grad_norm: 3.4699 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2832 loss: 2.2832 2022/08/15 15:06:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 15:06:36 - mmengine - INFO - Epoch(train) [164][1700/3757] lr: 2.9179e-02 eta: 1 day, 6:53:55 time: 0.3269 data_time: 0.0175 memory: 9201 grad_norm: 3.6041 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4342 loss: 2.4342 2022/08/15 15:07:09 - mmengine - INFO - Epoch(train) [164][1800/3757] lr: 2.9179e-02 eta: 1 day, 6:53:23 time: 0.3261 data_time: 0.0175 memory: 9201 grad_norm: 3.4736 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6094 loss: 2.6094 2022/08/15 15:07:41 - mmengine - INFO - Epoch(train) [164][1900/3757] lr: 2.9179e-02 eta: 1 day, 6:52:52 time: 0.3266 data_time: 0.0184 memory: 9201 grad_norm: 3.5465 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4585 loss: 2.4585 2022/08/15 15:08:14 - mmengine - INFO - Epoch(train) [164][2000/3757] lr: 2.9179e-02 eta: 1 day, 6:52:20 time: 0.3244 data_time: 0.0168 memory: 9201 grad_norm: 3.6075 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.2691 loss: 2.2691 2022/08/15 15:08:47 - mmengine - INFO - Epoch(train) [164][2100/3757] lr: 2.9179e-02 eta: 1 day, 6:51:48 time: 0.3251 data_time: 0.0163 memory: 9201 grad_norm: 3.4852 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.1631 loss: 2.1631 2022/08/15 15:09:20 - mmengine - INFO - Epoch(train) [164][2200/3757] lr: 2.9179e-02 eta: 1 day, 6:51:17 time: 0.3238 data_time: 0.0162 memory: 9201 grad_norm: 3.5058 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5755 loss: 2.5755 2022/08/15 15:09:53 - mmengine - INFO - Epoch(train) [164][2300/3757] lr: 2.9179e-02 eta: 1 day, 6:50:45 time: 0.3234 data_time: 0.0158 memory: 9201 grad_norm: 3.5732 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4843 loss: 2.4843 2022/08/15 15:10:26 - mmengine - INFO - Epoch(train) [164][2400/3757] lr: 2.9179e-02 eta: 1 day, 6:50:13 time: 0.3250 data_time: 0.0162 memory: 9201 grad_norm: 3.4746 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6204 loss: 2.6204 2022/08/15 15:10:58 - mmengine - INFO - Epoch(train) [164][2500/3757] lr: 2.9179e-02 eta: 1 day, 6:49:42 time: 0.3257 data_time: 0.0179 memory: 9201 grad_norm: 3.5814 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3745 loss: 2.3745 2022/08/15 15:11:31 - mmengine - INFO - Epoch(train) [164][2600/3757] lr: 2.9179e-02 eta: 1 day, 6:49:10 time: 0.3256 data_time: 0.0178 memory: 9201 grad_norm: 3.3349 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2852 loss: 2.2852 2022/08/15 15:11:34 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 15:12:04 - mmengine - INFO - Epoch(train) [164][2700/3757] lr: 2.9179e-02 eta: 1 day, 6:48:38 time: 0.3237 data_time: 0.0170 memory: 9201 grad_norm: 3.4715 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7266 loss: 2.7266 2022/08/15 15:12:37 - mmengine - INFO - Epoch(train) [164][2800/3757] lr: 2.9179e-02 eta: 1 day, 6:48:07 time: 0.3247 data_time: 0.0179 memory: 9201 grad_norm: 3.5027 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2959 loss: 2.2959 2022/08/15 15:13:09 - mmengine - INFO - Epoch(train) [164][2900/3757] lr: 2.9179e-02 eta: 1 day, 6:47:35 time: 0.3269 data_time: 0.0178 memory: 9201 grad_norm: 3.4988 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2929 loss: 2.2929 2022/08/15 15:13:42 - mmengine - INFO - Epoch(train) [164][3000/3757] lr: 2.9179e-02 eta: 1 day, 6:47:03 time: 0.3247 data_time: 0.0173 memory: 9201 grad_norm: 3.5109 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.4107 loss: 2.4107 2022/08/15 15:14:15 - mmengine - INFO - Epoch(train) [164][3100/3757] lr: 2.9179e-02 eta: 1 day, 6:46:32 time: 0.3243 data_time: 0.0171 memory: 9201 grad_norm: 3.5121 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7603 loss: 2.7603 2022/08/15 15:14:48 - mmengine - INFO - Epoch(train) [164][3200/3757] lr: 2.9179e-02 eta: 1 day, 6:46:00 time: 0.3265 data_time: 0.0186 memory: 9201 grad_norm: 3.6408 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5109 loss: 2.5109 2022/08/15 15:15:21 - mmengine - INFO - Epoch(train) [164][3300/3757] lr: 2.9179e-02 eta: 1 day, 6:45:29 time: 0.3296 data_time: 0.0171 memory: 9201 grad_norm: 3.4192 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2646 loss: 2.2646 2022/08/15 15:15:54 - mmengine - INFO - Epoch(train) [164][3400/3757] lr: 2.9179e-02 eta: 1 day, 6:44:57 time: 0.3239 data_time: 0.0162 memory: 9201 grad_norm: 3.5339 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2069 loss: 2.2069 2022/08/15 15:16:26 - mmengine - INFO - Epoch(train) [164][3500/3757] lr: 2.9179e-02 eta: 1 day, 6:44:25 time: 0.3240 data_time: 0.0174 memory: 9201 grad_norm: 3.3976 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2774 loss: 2.2774 2022/08/15 15:16:59 - mmengine - INFO - Epoch(train) [164][3600/3757] lr: 2.9179e-02 eta: 1 day, 6:43:54 time: 0.3254 data_time: 0.0173 memory: 9201 grad_norm: 3.5841 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5228 loss: 2.5228 2022/08/15 15:17:02 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 15:17:32 - mmengine - INFO - Epoch(train) [164][3700/3757] lr: 2.9179e-02 eta: 1 day, 6:43:22 time: 0.3267 data_time: 0.0170 memory: 9201 grad_norm: 3.5465 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4907 loss: 2.4907 2022/08/15 15:17:50 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 15:17:50 - mmengine - INFO - Epoch(train) [164][3757/3757] lr: 2.9179e-02 eta: 1 day, 6:43:09 time: 0.3076 data_time: 0.0150 memory: 9201 grad_norm: 3.4995 top1_acc: 0.2857 top5_acc: 0.2857 loss_cls: 2.3394 loss: 2.3394 2022/08/15 15:17:50 - mmengine - INFO - Saving checkpoint at 164 epochs 2022/08/15 15:18:29 - mmengine - INFO - Epoch(train) [165][100/3757] lr: 2.8622e-02 eta: 1 day, 6:42:30 time: 0.3270 data_time: 0.0187 memory: 9201 grad_norm: 3.4061 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6558 loss: 2.6558 2022/08/15 15:19:01 - mmengine - INFO - Epoch(train) [165][200/3757] lr: 2.8622e-02 eta: 1 day, 6:41:58 time: 0.3247 data_time: 0.0166 memory: 9201 grad_norm: 3.4514 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3946 loss: 2.3946 2022/08/15 15:19:34 - mmengine - INFO - Epoch(train) [165][300/3757] lr: 2.8622e-02 eta: 1 day, 6:41:26 time: 0.3258 data_time: 0.0169 memory: 9201 grad_norm: 3.4166 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5665 loss: 2.5665 2022/08/15 15:20:07 - mmengine - INFO - Epoch(train) [165][400/3757] lr: 2.8622e-02 eta: 1 day, 6:40:55 time: 0.3283 data_time: 0.0187 memory: 9201 grad_norm: 3.4083 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0859 loss: 2.0859 2022/08/15 15:20:40 - mmengine - INFO - Epoch(train) [165][500/3757] lr: 2.8622e-02 eta: 1 day, 6:40:23 time: 0.3247 data_time: 0.0163 memory: 9201 grad_norm: 3.4679 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 2.4541 loss: 2.4541 2022/08/15 15:21:13 - mmengine - INFO - Epoch(train) [165][600/3757] lr: 2.8622e-02 eta: 1 day, 6:39:51 time: 0.3252 data_time: 0.0177 memory: 9201 grad_norm: 3.3753 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3230 loss: 2.3230 2022/08/15 15:21:46 - mmengine - INFO - Epoch(train) [165][700/3757] lr: 2.8622e-02 eta: 1 day, 6:39:20 time: 0.3262 data_time: 0.0181 memory: 9201 grad_norm: 3.4628 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1746 loss: 2.1746 2022/08/15 15:22:18 - mmengine - INFO - Epoch(train) [165][800/3757] lr: 2.8622e-02 eta: 1 day, 6:38:48 time: 0.3237 data_time: 0.0176 memory: 9201 grad_norm: 3.4875 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2759 loss: 2.2759 2022/08/15 15:22:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 15:22:51 - mmengine - INFO - Epoch(train) [165][900/3757] lr: 2.8622e-02 eta: 1 day, 6:38:16 time: 0.3265 data_time: 0.0171 memory: 9201 grad_norm: 3.5734 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4274 loss: 2.4274 2022/08/15 15:23:24 - mmengine - INFO - Epoch(train) [165][1000/3757] lr: 2.8622e-02 eta: 1 day, 6:37:45 time: 0.3250 data_time: 0.0178 memory: 9201 grad_norm: 3.4444 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.1935 loss: 2.1935 2022/08/15 15:23:57 - mmengine - INFO - Epoch(train) [165][1100/3757] lr: 2.8622e-02 eta: 1 day, 6:37:13 time: 0.3267 data_time: 0.0177 memory: 9201 grad_norm: 3.4699 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4025 loss: 2.4025 2022/08/15 15:25:11 - mmengine - INFO - Epoch(train) [165][1200/3757] lr: 2.8622e-02 eta: 1 day, 6:37:05 time: 0.3336 data_time: 0.0179 memory: 9201 grad_norm: 3.5998 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.5293 loss: 2.5293 2022/08/15 15:25:44 - mmengine - INFO - Epoch(train) [165][1300/3757] lr: 2.8622e-02 eta: 1 day, 6:36:33 time: 0.3251 data_time: 0.0166 memory: 9201 grad_norm: 3.5211 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1815 loss: 2.1815 2022/08/15 15:26:16 - mmengine - INFO - Epoch(train) [165][1400/3757] lr: 2.8622e-02 eta: 1 day, 6:36:01 time: 0.3238 data_time: 0.0178 memory: 9201 grad_norm: 3.3877 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6188 loss: 2.6188 2022/08/15 15:26:50 - mmengine - INFO - Epoch(train) [165][1500/3757] lr: 2.8622e-02 eta: 1 day, 6:35:30 time: 0.3436 data_time: 0.0167 memory: 9201 grad_norm: 3.4619 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4934 loss: 2.4934 2022/08/15 15:27:22 - mmengine - INFO - Epoch(train) [165][1600/3757] lr: 2.8622e-02 eta: 1 day, 6:34:58 time: 0.3259 data_time: 0.0172 memory: 9201 grad_norm: 3.4822 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4961 loss: 2.4961 2022/08/15 15:27:55 - mmengine - INFO - Epoch(train) [165][1700/3757] lr: 2.8622e-02 eta: 1 day, 6:34:26 time: 0.3268 data_time: 0.0182 memory: 9201 grad_norm: 3.4817 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5414 loss: 2.5414 2022/08/15 15:28:28 - mmengine - INFO - Epoch(train) [165][1800/3757] lr: 2.8622e-02 eta: 1 day, 6:33:55 time: 0.3242 data_time: 0.0164 memory: 9201 grad_norm: 3.4060 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5267 loss: 2.5267 2022/08/15 15:28:45 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 15:29:01 - mmengine - INFO - Epoch(train) [165][1900/3757] lr: 2.8622e-02 eta: 1 day, 6:33:23 time: 0.3257 data_time: 0.0176 memory: 9201 grad_norm: 3.4692 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.3071 loss: 2.3071 2022/08/15 15:29:34 - mmengine - INFO - Epoch(train) [165][2000/3757] lr: 2.8622e-02 eta: 1 day, 6:32:51 time: 0.3283 data_time: 0.0172 memory: 9201 grad_norm: 3.5027 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2892 loss: 2.2892 2022/08/15 15:30:06 - mmengine - INFO - Epoch(train) [165][2100/3757] lr: 2.8622e-02 eta: 1 day, 6:32:20 time: 0.3236 data_time: 0.0158 memory: 9201 grad_norm: 3.5602 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4022 loss: 2.4022 2022/08/15 15:30:39 - mmengine - INFO - Epoch(train) [165][2200/3757] lr: 2.8622e-02 eta: 1 day, 6:31:48 time: 0.3299 data_time: 0.0174 memory: 9201 grad_norm: 3.5077 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9319 loss: 2.9319 2022/08/15 15:31:12 - mmengine - INFO - Epoch(train) [165][2300/3757] lr: 2.8622e-02 eta: 1 day, 6:31:17 time: 0.3264 data_time: 0.0184 memory: 9201 grad_norm: 3.5015 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5238 loss: 2.5238 2022/08/15 15:31:45 - mmengine - INFO - Epoch(train) [165][2400/3757] lr: 2.8622e-02 eta: 1 day, 6:30:45 time: 0.3234 data_time: 0.0170 memory: 9201 grad_norm: 3.5331 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5561 loss: 2.5561 2022/08/15 15:32:18 - mmengine - INFO - Epoch(train) [165][2500/3757] lr: 2.8622e-02 eta: 1 day, 6:30:13 time: 0.3239 data_time: 0.0168 memory: 9201 grad_norm: 3.4906 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3587 loss: 2.3587 2022/08/15 15:32:50 - mmengine - INFO - Epoch(train) [165][2600/3757] lr: 2.8622e-02 eta: 1 day, 6:29:42 time: 0.3249 data_time: 0.0178 memory: 9201 grad_norm: 3.5801 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3520 loss: 2.3520 2022/08/15 15:33:23 - mmengine - INFO - Epoch(train) [165][2700/3757] lr: 2.8622e-02 eta: 1 day, 6:29:10 time: 0.3277 data_time: 0.0189 memory: 9201 grad_norm: 3.4541 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5056 loss: 2.5056 2022/08/15 15:33:56 - mmengine - INFO - Epoch(train) [165][2800/3757] lr: 2.8622e-02 eta: 1 day, 6:28:38 time: 0.3250 data_time: 0.0187 memory: 9201 grad_norm: 3.5441 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.6051 loss: 2.6051 2022/08/15 15:34:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 15:34:29 - mmengine - INFO - Epoch(train) [165][2900/3757] lr: 2.8622e-02 eta: 1 day, 6:28:07 time: 0.3272 data_time: 0.0180 memory: 9201 grad_norm: 3.5292 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3343 loss: 2.3343 2022/08/15 15:35:02 - mmengine - INFO - Epoch(train) [165][3000/3757] lr: 2.8622e-02 eta: 1 day, 6:27:35 time: 0.3253 data_time: 0.0179 memory: 9201 grad_norm: 3.4995 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3052 loss: 2.3052 2022/08/15 15:35:34 - mmengine - INFO - Epoch(train) [165][3100/3757] lr: 2.8622e-02 eta: 1 day, 6:27:03 time: 0.3236 data_time: 0.0178 memory: 9201 grad_norm: 3.3822 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4408 loss: 2.4408 2022/08/15 15:36:07 - mmengine - INFO - Epoch(train) [165][3200/3757] lr: 2.8622e-02 eta: 1 day, 6:26:32 time: 0.3244 data_time: 0.0173 memory: 9201 grad_norm: 3.5467 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2655 loss: 2.2655 2022/08/15 15:36:40 - mmengine - INFO - Epoch(train) [165][3300/3757] lr: 2.8622e-02 eta: 1 day, 6:26:00 time: 0.3256 data_time: 0.0185 memory: 9201 grad_norm: 3.5193 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.4706 loss: 2.4706 2022/08/15 15:37:13 - mmengine - INFO - Epoch(train) [165][3400/3757] lr: 2.8622e-02 eta: 1 day, 6:25:28 time: 0.3248 data_time: 0.0174 memory: 9201 grad_norm: 3.6397 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4747 loss: 2.4747 2022/08/15 15:37:45 - mmengine - INFO - Epoch(train) [165][3500/3757] lr: 2.8622e-02 eta: 1 day, 6:24:56 time: 0.3258 data_time: 0.0177 memory: 9201 grad_norm: 3.5613 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.5737 loss: 2.5737 2022/08/15 15:38:18 - mmengine - INFO - Epoch(train) [165][3600/3757] lr: 2.8622e-02 eta: 1 day, 6:24:25 time: 0.3243 data_time: 0.0166 memory: 9201 grad_norm: 3.5225 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2067 loss: 2.2067 2022/08/15 15:38:51 - mmengine - INFO - Epoch(train) [165][3700/3757] lr: 2.8622e-02 eta: 1 day, 6:23:53 time: 0.3239 data_time: 0.0169 memory: 9201 grad_norm: 3.4037 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4142 loss: 2.4142 2022/08/15 15:39:10 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 15:39:10 - mmengine - INFO - Epoch(train) [165][3757/3757] lr: 2.8622e-02 eta: 1 day, 6:23:41 time: 0.3099 data_time: 0.0170 memory: 9201 grad_norm: 3.5246 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 2.4036 loss: 2.4036 2022/08/15 15:39:32 - mmengine - INFO - Epoch(val) [165][100/310] eta: 0:00:47 time: 0.2258 data_time: 0.1135 memory: 1522 2022/08/15 15:39:53 - mmengine - INFO - Epoch(val) [165][200/310] eta: 0:00:21 time: 0.1909 data_time: 0.0798 memory: 1522 2022/08/15 15:40:14 - mmengine - INFO - Epoch(val) [165][300/310] eta: 0:00:02 time: 0.2152 data_time: 0.1034 memory: 1522 2022/08/15 15:40:18 - mmengine - INFO - Epoch(val) [165][310/310] acc/top1: 0.5154 acc/top5: 0.7735 acc/mean1: 0.5153 2022/08/15 15:40:18 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb/best_acc/top1_epoch_161.pth is removed 2022/08/15 15:40:21 - mmengine - INFO - The best checkpoint with 0.5154 acc/top1 at 166 epoch is saved to best_acc/top1_epoch_166.pth. 2022/08/15 15:40:53 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 15:40:55 - mmengine - INFO - Epoch(train) [166][100/3757] lr: 2.8069e-02 eta: 1 day, 6:23:01 time: 0.3246 data_time: 0.0169 memory: 9201 grad_norm: 3.4699 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0829 loss: 2.0829 2022/08/15 15:41:27 - mmengine - INFO - Epoch(train) [166][200/3757] lr: 2.8069e-02 eta: 1 day, 6:22:29 time: 0.3258 data_time: 0.0167 memory: 9201 grad_norm: 3.6046 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1813 loss: 2.1813 2022/08/15 15:42:00 - mmengine - INFO - Epoch(train) [166][300/3757] lr: 2.8069e-02 eta: 1 day, 6:21:57 time: 0.3248 data_time: 0.0166 memory: 9201 grad_norm: 3.5414 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0274 loss: 2.0274 2022/08/15 15:42:33 - mmengine - INFO - Epoch(train) [166][400/3757] lr: 2.8069e-02 eta: 1 day, 6:21:26 time: 0.3251 data_time: 0.0172 memory: 9201 grad_norm: 3.4022 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4997 loss: 2.4997 2022/08/15 15:43:06 - mmengine - INFO - Epoch(train) [166][500/3757] lr: 2.8069e-02 eta: 1 day, 6:20:54 time: 0.3253 data_time: 0.0164 memory: 9201 grad_norm: 3.5230 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.1854 loss: 2.1854 2022/08/15 15:43:39 - mmengine - INFO - Epoch(train) [166][600/3757] lr: 2.8069e-02 eta: 1 day, 6:20:22 time: 0.3247 data_time: 0.0166 memory: 9201 grad_norm: 3.5613 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3623 loss: 2.3623 2022/08/15 15:44:11 - mmengine - INFO - Epoch(train) [166][700/3757] lr: 2.8069e-02 eta: 1 day, 6:19:51 time: 0.3248 data_time: 0.0176 memory: 9201 grad_norm: 3.5592 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6548 loss: 2.6548 2022/08/15 15:44:44 - mmengine - INFO - Epoch(train) [166][800/3757] lr: 2.8069e-02 eta: 1 day, 6:19:19 time: 0.3245 data_time: 0.0166 memory: 9201 grad_norm: 3.4442 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2051 loss: 2.2051 2022/08/15 15:45:17 - mmengine - INFO - Epoch(train) [166][900/3757] lr: 2.8069e-02 eta: 1 day, 6:18:47 time: 0.3244 data_time: 0.0170 memory: 9201 grad_norm: 3.5185 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3403 loss: 2.3403 2022/08/15 15:45:50 - mmengine - INFO - Epoch(train) [166][1000/3757] lr: 2.8069e-02 eta: 1 day, 6:18:16 time: 0.3265 data_time: 0.0190 memory: 9201 grad_norm: 3.5166 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 2.3277 loss: 2.3277 2022/08/15 15:46:21 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 15:46:23 - mmengine - INFO - Epoch(train) [166][1100/3757] lr: 2.8069e-02 eta: 1 day, 6:17:44 time: 0.3242 data_time: 0.0168 memory: 9201 grad_norm: 3.5250 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2812 loss: 2.2812 2022/08/15 15:46:55 - mmengine - INFO - Epoch(train) [166][1200/3757] lr: 2.8069e-02 eta: 1 day, 6:17:12 time: 0.3265 data_time: 0.0183 memory: 9201 grad_norm: 3.5593 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3802 loss: 2.3802 2022/08/15 15:47:28 - mmengine - INFO - Epoch(train) [166][1300/3757] lr: 2.8069e-02 eta: 1 day, 6:16:41 time: 0.3255 data_time: 0.0178 memory: 9201 grad_norm: 3.6597 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5370 loss: 2.5370 2022/08/15 15:48:01 - mmengine - INFO - Epoch(train) [166][1400/3757] lr: 2.8069e-02 eta: 1 day, 6:16:09 time: 0.3297 data_time: 0.0167 memory: 9201 grad_norm: 3.4989 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6088 loss: 2.6088 2022/08/15 15:48:34 - mmengine - INFO - Epoch(train) [166][1500/3757] lr: 2.8069e-02 eta: 1 day, 6:15:37 time: 0.3265 data_time: 0.0170 memory: 9201 grad_norm: 3.5074 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7640 loss: 2.7640 2022/08/15 15:49:52 - mmengine - INFO - Epoch(train) [166][1600/3757] lr: 2.8069e-02 eta: 1 day, 6:15:31 time: 0.3251 data_time: 0.0161 memory: 9201 grad_norm: 3.4989 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2510 loss: 2.2510 2022/08/15 15:50:25 - mmengine - INFO - Epoch(train) [166][1700/3757] lr: 2.8069e-02 eta: 1 day, 6:14:59 time: 0.3265 data_time: 0.0186 memory: 9201 grad_norm: 3.5876 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.5991 loss: 2.5991 2022/08/15 15:50:58 - mmengine - INFO - Epoch(train) [166][1800/3757] lr: 2.8069e-02 eta: 1 day, 6:14:27 time: 0.3246 data_time: 0.0175 memory: 9201 grad_norm: 3.5153 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3438 loss: 2.3438 2022/08/15 15:51:30 - mmengine - INFO - Epoch(train) [166][1900/3757] lr: 2.8069e-02 eta: 1 day, 6:13:56 time: 0.3233 data_time: 0.0181 memory: 9201 grad_norm: 3.5462 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.5851 loss: 2.5851 2022/08/15 15:52:04 - mmengine - INFO - Epoch(train) [166][2000/3757] lr: 2.8069e-02 eta: 1 day, 6:13:24 time: 0.3475 data_time: 0.0258 memory: 9201 grad_norm: 3.6026 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3318 loss: 2.3318 2022/08/15 15:52:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 15:52:37 - mmengine - INFO - Epoch(train) [166][2100/3757] lr: 2.8069e-02 eta: 1 day, 6:12:53 time: 0.3261 data_time: 0.0172 memory: 9201 grad_norm: 3.4389 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0951 loss: 2.0951 2022/08/15 15:53:10 - mmengine - INFO - Epoch(train) [166][2200/3757] lr: 2.8069e-02 eta: 1 day, 6:12:21 time: 0.3241 data_time: 0.0168 memory: 9201 grad_norm: 3.5654 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2789 loss: 2.2789 2022/08/15 15:53:43 - mmengine - INFO - Epoch(train) [166][2300/3757] lr: 2.8069e-02 eta: 1 day, 6:11:49 time: 0.3276 data_time: 0.0173 memory: 9201 grad_norm: 3.4979 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3497 loss: 2.3497 2022/08/15 15:54:15 - mmengine - INFO - Epoch(train) [166][2400/3757] lr: 2.8069e-02 eta: 1 day, 6:11:18 time: 0.3261 data_time: 0.0182 memory: 9201 grad_norm: 3.5607 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 2.6980 loss: 2.6980 2022/08/15 15:54:48 - mmengine - INFO - Epoch(train) [166][2500/3757] lr: 2.8069e-02 eta: 1 day, 6:10:46 time: 0.3239 data_time: 0.0166 memory: 9201 grad_norm: 3.5277 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4760 loss: 2.4760 2022/08/15 15:55:21 - mmengine - INFO - Epoch(train) [166][2600/3757] lr: 2.8069e-02 eta: 1 day, 6:10:14 time: 0.3265 data_time: 0.0179 memory: 9201 grad_norm: 3.4157 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.2477 loss: 2.2477 2022/08/15 15:55:54 - mmengine - INFO - Epoch(train) [166][2700/3757] lr: 2.8069e-02 eta: 1 day, 6:09:43 time: 0.3328 data_time: 0.0183 memory: 9201 grad_norm: 3.4045 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6155 loss: 2.6155 2022/08/15 15:56:27 - mmengine - INFO - Epoch(train) [166][2800/3757] lr: 2.8069e-02 eta: 1 day, 6:09:11 time: 0.3235 data_time: 0.0170 memory: 9201 grad_norm: 3.6874 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.6972 loss: 2.6972 2022/08/15 15:57:00 - mmengine - INFO - Epoch(train) [166][2900/3757] lr: 2.8069e-02 eta: 1 day, 6:08:39 time: 0.3249 data_time: 0.0175 memory: 9201 grad_norm: 3.5405 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2516 loss: 2.2516 2022/08/15 15:57:33 - mmengine - INFO - Epoch(train) [166][3000/3757] lr: 2.8069e-02 eta: 1 day, 6:08:08 time: 0.3258 data_time: 0.0167 memory: 9201 grad_norm: 3.6093 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7708 loss: 2.7708 2022/08/15 15:58:04 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 15:58:05 - mmengine - INFO - Epoch(train) [166][3100/3757] lr: 2.8069e-02 eta: 1 day, 6:07:36 time: 0.3263 data_time: 0.0185 memory: 9201 grad_norm: 3.6378 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2511 loss: 2.2511 2022/08/15 15:58:38 - mmengine - INFO - Epoch(train) [166][3200/3757] lr: 2.8069e-02 eta: 1 day, 6:07:04 time: 0.3238 data_time: 0.0170 memory: 9201 grad_norm: 3.5130 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.5555 loss: 2.5555 2022/08/15 15:59:11 - mmengine - INFO - Epoch(train) [166][3300/3757] lr: 2.8069e-02 eta: 1 day, 6:06:33 time: 0.3251 data_time: 0.0167 memory: 9201 grad_norm: 3.5410 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6058 loss: 2.6058 2022/08/15 15:59:44 - mmengine - INFO - Epoch(train) [166][3400/3757] lr: 2.8069e-02 eta: 1 day, 6:06:01 time: 0.3264 data_time: 0.0178 memory: 9201 grad_norm: 3.5453 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.5241 loss: 2.5241 2022/08/15 16:00:17 - mmengine - INFO - Epoch(train) [166][3500/3757] lr: 2.8069e-02 eta: 1 day, 6:05:29 time: 0.3258 data_time: 0.0183 memory: 9201 grad_norm: 3.4882 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.4695 loss: 2.4695 2022/08/15 16:00:49 - mmengine - INFO - Epoch(train) [166][3600/3757] lr: 2.8069e-02 eta: 1 day, 6:04:58 time: 0.3241 data_time: 0.0185 memory: 9201 grad_norm: 3.6533 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1256 loss: 2.1256 2022/08/15 16:01:22 - mmengine - INFO - Epoch(train) [166][3700/3757] lr: 2.8069e-02 eta: 1 day, 6:04:26 time: 0.3275 data_time: 0.0186 memory: 9201 grad_norm: 3.5598 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3752 loss: 2.3752 2022/08/15 16:01:41 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 16:01:41 - mmengine - INFO - Epoch(train) [166][3757/3757] lr: 2.8069e-02 eta: 1 day, 6:04:13 time: 0.3086 data_time: 0.0162 memory: 9201 grad_norm: 3.5583 top1_acc: 0.5714 top5_acc: 0.7143 loss_cls: 2.1324 loss: 2.1324 2022/08/15 16:02:16 - mmengine - INFO - Epoch(train) [167][100/3757] lr: 2.7519e-02 eta: 1 day, 6:03:35 time: 0.3260 data_time: 0.0175 memory: 9201 grad_norm: 3.6184 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.5671 loss: 2.5671 2022/08/15 16:02:49 - mmengine - INFO - Epoch(train) [167][200/3757] lr: 2.7519e-02 eta: 1 day, 6:03:03 time: 0.3242 data_time: 0.0169 memory: 9201 grad_norm: 3.5387 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4507 loss: 2.4507 2022/08/15 16:03:22 - mmengine - INFO - Epoch(train) [167][300/3757] lr: 2.7519e-02 eta: 1 day, 6:02:31 time: 0.3246 data_time: 0.0160 memory: 9201 grad_norm: 3.6219 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6182 loss: 2.6182 2022/08/15 16:03:34 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 16:03:55 - mmengine - INFO - Epoch(train) [167][400/3757] lr: 2.7519e-02 eta: 1 day, 6:02:00 time: 0.3268 data_time: 0.0163 memory: 9201 grad_norm: 3.5009 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4379 loss: 2.4379 2022/08/15 16:04:27 - mmengine - INFO - Epoch(train) [167][500/3757] lr: 2.7519e-02 eta: 1 day, 6:01:28 time: 0.3266 data_time: 0.0177 memory: 9201 grad_norm: 3.7541 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4529 loss: 2.4529 2022/08/15 16:05:00 - mmengine - INFO - Epoch(train) [167][600/3757] lr: 2.7519e-02 eta: 1 day, 6:00:56 time: 0.3236 data_time: 0.0169 memory: 9201 grad_norm: 3.6275 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4481 loss: 2.4481 2022/08/15 16:05:33 - mmengine - INFO - Epoch(train) [167][700/3757] lr: 2.7519e-02 eta: 1 day, 6:00:25 time: 0.3236 data_time: 0.0166 memory: 9201 grad_norm: 3.5457 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4647 loss: 2.4647 2022/08/15 16:06:06 - mmengine - INFO - Epoch(train) [167][800/3757] lr: 2.7519e-02 eta: 1 day, 5:59:53 time: 0.3281 data_time: 0.0171 memory: 9201 grad_norm: 3.5571 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3195 loss: 2.3195 2022/08/15 16:06:39 - mmengine - INFO - Epoch(train) [167][900/3757] lr: 2.7519e-02 eta: 1 day, 5:59:21 time: 0.3241 data_time: 0.0162 memory: 9201 grad_norm: 3.5314 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3546 loss: 2.3546 2022/08/15 16:07:11 - mmengine - INFO - Epoch(train) [167][1000/3757] lr: 2.7519e-02 eta: 1 day, 5:58:49 time: 0.3255 data_time: 0.0169 memory: 9201 grad_norm: 3.6009 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6910 loss: 2.6910 2022/08/15 16:07:44 - mmengine - INFO - Epoch(train) [167][1100/3757] lr: 2.7519e-02 eta: 1 day, 5:58:18 time: 0.3265 data_time: 0.0180 memory: 9201 grad_norm: 3.5380 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4200 loss: 2.4200 2022/08/15 16:08:17 - mmengine - INFO - Epoch(train) [167][1200/3757] lr: 2.7519e-02 eta: 1 day, 5:57:46 time: 0.3267 data_time: 0.0185 memory: 9201 grad_norm: 3.6287 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6360 loss: 2.6360 2022/08/15 16:08:50 - mmengine - INFO - Epoch(train) [167][1300/3757] lr: 2.7519e-02 eta: 1 day, 5:57:14 time: 0.3232 data_time: 0.0164 memory: 9201 grad_norm: 3.5612 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5482 loss: 2.5482 2022/08/15 16:09:02 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 16:09:23 - mmengine - INFO - Epoch(train) [167][1400/3757] lr: 2.7519e-02 eta: 1 day, 5:56:43 time: 0.3256 data_time: 0.0174 memory: 9201 grad_norm: 3.5408 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.0981 loss: 2.0981 2022/08/15 16:09:55 - mmengine - INFO - Epoch(train) [167][1500/3757] lr: 2.7519e-02 eta: 1 day, 5:56:11 time: 0.3268 data_time: 0.0181 memory: 9201 grad_norm: 3.5393 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5542 loss: 2.5542 2022/08/15 16:10:28 - mmengine - INFO - Epoch(train) [167][1600/3757] lr: 2.7519e-02 eta: 1 day, 5:55:39 time: 0.3240 data_time: 0.0174 memory: 9201 grad_norm: 3.7170 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1598 loss: 2.1598 2022/08/15 16:11:01 - mmengine - INFO - Epoch(train) [167][1700/3757] lr: 2.7519e-02 eta: 1 day, 5:55:08 time: 0.3239 data_time: 0.0170 memory: 9201 grad_norm: 3.4292 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1505 loss: 2.1505 2022/08/15 16:11:34 - mmengine - INFO - Epoch(train) [167][1800/3757] lr: 2.7519e-02 eta: 1 day, 5:54:36 time: 0.3278 data_time: 0.0172 memory: 9201 grad_norm: 3.6931 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6412 loss: 2.6412 2022/08/15 16:12:06 - mmengine - INFO - Epoch(train) [167][1900/3757] lr: 2.7519e-02 eta: 1 day, 5:54:04 time: 0.3249 data_time: 0.0172 memory: 9201 grad_norm: 3.6246 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1738 loss: 2.1738 2022/08/15 16:12:39 - mmengine - INFO - Epoch(train) [167][2000/3757] lr: 2.7519e-02 eta: 1 day, 5:53:32 time: 0.3269 data_time: 0.0175 memory: 9201 grad_norm: 3.4878 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4145 loss: 2.4145 2022/08/15 16:13:12 - mmengine - INFO - Epoch(train) [167][2100/3757] lr: 2.7519e-02 eta: 1 day, 5:53:01 time: 0.3301 data_time: 0.0165 memory: 9201 grad_norm: 3.5872 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3588 loss: 2.3588 2022/08/15 16:13:45 - mmengine - INFO - Epoch(train) [167][2200/3757] lr: 2.7519e-02 eta: 1 day, 5:52:29 time: 0.3293 data_time: 0.0176 memory: 9201 grad_norm: 3.6369 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4895 loss: 2.4895 2022/08/15 16:14:18 - mmengine - INFO - Epoch(train) [167][2300/3757] lr: 2.7519e-02 eta: 1 day, 5:51:57 time: 0.3250 data_time: 0.0165 memory: 9201 grad_norm: 3.5830 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2309 loss: 2.2309 2022/08/15 16:14:30 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 16:15:11 - mmengine - INFO - Epoch(train) [167][2400/3757] lr: 2.7519e-02 eta: 1 day, 5:51:37 time: 0.7306 data_time: 0.0167 memory: 9201 grad_norm: 3.6506 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5855 loss: 2.5855 2022/08/15 16:15:48 - mmengine - INFO - Epoch(train) [167][2500/3757] lr: 2.7519e-02 eta: 1 day, 5:51:07 time: 0.3275 data_time: 0.0163 memory: 9201 grad_norm: 3.5224 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3428 loss: 2.3428 2022/08/15 16:16:20 - mmengine - INFO - Epoch(train) [167][2600/3757] lr: 2.7519e-02 eta: 1 day, 5:50:35 time: 0.3233 data_time: 0.0164 memory: 9201 grad_norm: 3.5268 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1896 loss: 2.1896 2022/08/15 16:16:53 - mmengine - INFO - Epoch(train) [167][2700/3757] lr: 2.7519e-02 eta: 1 day, 5:50:04 time: 0.3257 data_time: 0.0169 memory: 9201 grad_norm: 3.4815 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5544 loss: 2.5544 2022/08/15 16:17:26 - mmengine - INFO - Epoch(train) [167][2800/3757] lr: 2.7519e-02 eta: 1 day, 5:49:32 time: 0.3239 data_time: 0.0174 memory: 9201 grad_norm: 3.5442 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9553 loss: 1.9553 2022/08/15 16:17:59 - mmengine - INFO - Epoch(train) [167][2900/3757] lr: 2.7519e-02 eta: 1 day, 5:49:00 time: 0.3266 data_time: 0.0187 memory: 9201 grad_norm: 3.7090 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2387 loss: 2.2387 2022/08/15 16:18:32 - mmengine - INFO - Epoch(train) [167][3000/3757] lr: 2.7519e-02 eta: 1 day, 5:48:28 time: 0.3241 data_time: 0.0161 memory: 9201 grad_norm: 3.5705 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3445 loss: 2.3445 2022/08/15 16:19:04 - mmengine - INFO - Epoch(train) [167][3100/3757] lr: 2.7519e-02 eta: 1 day, 5:47:57 time: 0.3231 data_time: 0.0162 memory: 9201 grad_norm: 3.5431 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.2303 loss: 2.2303 2022/08/15 16:19:37 - mmengine - INFO - Epoch(train) [167][3200/3757] lr: 2.7519e-02 eta: 1 day, 5:47:25 time: 0.3260 data_time: 0.0173 memory: 9201 grad_norm: 3.6258 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3953 loss: 2.3953 2022/08/15 16:20:10 - mmengine - INFO - Epoch(train) [167][3300/3757] lr: 2.7519e-02 eta: 1 day, 5:46:53 time: 0.3252 data_time: 0.0172 memory: 9201 grad_norm: 3.5628 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3657 loss: 2.3657 2022/08/15 16:20:22 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 16:20:43 - mmengine - INFO - Epoch(train) [167][3400/3757] lr: 2.7519e-02 eta: 1 day, 5:46:22 time: 0.3254 data_time: 0.0170 memory: 9201 grad_norm: 3.4593 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.3574 loss: 2.3574 2022/08/15 16:21:15 - mmengine - INFO - Epoch(train) [167][3500/3757] lr: 2.7519e-02 eta: 1 day, 5:45:50 time: 0.3285 data_time: 0.0189 memory: 9201 grad_norm: 3.6440 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.5445 loss: 2.5445 2022/08/15 16:21:48 - mmengine - INFO - Epoch(train) [167][3600/3757] lr: 2.7519e-02 eta: 1 day, 5:45:18 time: 0.3254 data_time: 0.0172 memory: 9201 grad_norm: 3.5946 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4487 loss: 2.4487 2022/08/15 16:22:21 - mmengine - INFO - Epoch(train) [167][3700/3757] lr: 2.7519e-02 eta: 1 day, 5:44:46 time: 0.3231 data_time: 0.0163 memory: 9201 grad_norm: 3.6161 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2785 loss: 2.2785 2022/08/15 16:22:39 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 16:22:39 - mmengine - INFO - Epoch(train) [167][3757/3757] lr: 2.7519e-02 eta: 1 day, 5:44:34 time: 0.3092 data_time: 0.0158 memory: 9201 grad_norm: 3.5943 top1_acc: 0.5714 top5_acc: 0.7143 loss_cls: 2.4543 loss: 2.4543 2022/08/15 16:23:15 - mmengine - INFO - Epoch(train) [168][100/3757] lr: 2.6973e-02 eta: 1 day, 5:43:55 time: 0.3306 data_time: 0.0184 memory: 9201 grad_norm: 3.5073 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.5784 loss: 2.5784 2022/08/15 16:23:47 - mmengine - INFO - Epoch(train) [168][200/3757] lr: 2.6973e-02 eta: 1 day, 5:43:23 time: 0.3296 data_time: 0.0181 memory: 9201 grad_norm: 3.5294 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3049 loss: 2.3049 2022/08/15 16:24:20 - mmengine - INFO - Epoch(train) [168][300/3757] lr: 2.6973e-02 eta: 1 day, 5:42:52 time: 0.3252 data_time: 0.0170 memory: 9201 grad_norm: 3.5543 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1511 loss: 2.1511 2022/08/15 16:24:53 - mmengine - INFO - Epoch(train) [168][400/3757] lr: 2.6973e-02 eta: 1 day, 5:42:20 time: 0.3250 data_time: 0.0174 memory: 9201 grad_norm: 3.5872 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1697 loss: 2.1697 2022/08/15 16:25:26 - mmengine - INFO - Epoch(train) [168][500/3757] lr: 2.6973e-02 eta: 1 day, 5:41:48 time: 0.3259 data_time: 0.0180 memory: 9201 grad_norm: 3.4531 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.5059 loss: 2.5059 2022/08/15 16:25:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 16:25:59 - mmengine - INFO - Epoch(train) [168][600/3757] lr: 2.6973e-02 eta: 1 day, 5:41:16 time: 0.3264 data_time: 0.0180 memory: 9201 grad_norm: 3.4960 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3360 loss: 2.3360 2022/08/15 16:26:31 - mmengine - INFO - Epoch(train) [168][700/3757] lr: 2.6973e-02 eta: 1 day, 5:40:45 time: 0.3247 data_time: 0.0171 memory: 9201 grad_norm: 3.6310 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5236 loss: 2.5236 2022/08/15 16:27:04 - mmengine - INFO - Epoch(train) [168][800/3757] lr: 2.6973e-02 eta: 1 day, 5:40:13 time: 0.3338 data_time: 0.0185 memory: 9201 grad_norm: 3.5481 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3802 loss: 2.3802 2022/08/15 16:27:37 - mmengine - INFO - Epoch(train) [168][900/3757] lr: 2.6973e-02 eta: 1 day, 5:39:41 time: 0.3244 data_time: 0.0168 memory: 9201 grad_norm: 3.7149 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6816 loss: 2.6816 2022/08/15 16:28:10 - mmengine - INFO - Epoch(train) [168][1000/3757] lr: 2.6973e-02 eta: 1 day, 5:39:10 time: 0.3245 data_time: 0.0170 memory: 9201 grad_norm: 3.6933 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2455 loss: 2.2455 2022/08/15 16:28:43 - mmengine - INFO - Epoch(train) [168][1100/3757] lr: 2.6973e-02 eta: 1 day, 5:38:38 time: 0.3245 data_time: 0.0170 memory: 9201 grad_norm: 3.5314 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3571 loss: 2.3571 2022/08/15 16:29:16 - mmengine - INFO - Epoch(train) [168][1200/3757] lr: 2.6973e-02 eta: 1 day, 5:38:06 time: 0.3315 data_time: 0.0175 memory: 9201 grad_norm: 3.6013 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0769 loss: 2.0769 2022/08/15 16:29:49 - mmengine - INFO - Epoch(train) [168][1300/3757] lr: 2.6973e-02 eta: 1 day, 5:37:35 time: 0.3239 data_time: 0.0167 memory: 9201 grad_norm: 3.4799 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1769 loss: 2.1769 2022/08/15 16:30:22 - mmengine - INFO - Epoch(train) [168][1400/3757] lr: 2.6973e-02 eta: 1 day, 5:37:03 time: 0.3256 data_time: 0.0170 memory: 9201 grad_norm: 3.5659 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3228 loss: 2.3228 2022/08/15 16:30:54 - mmengine - INFO - Epoch(train) [168][1500/3757] lr: 2.6973e-02 eta: 1 day, 5:36:31 time: 0.3275 data_time: 0.0188 memory: 9201 grad_norm: 3.6250 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4842 loss: 2.4842 2022/08/15 16:31:21 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 16:31:27 - mmengine - INFO - Epoch(train) [168][1600/3757] lr: 2.6973e-02 eta: 1 day, 5:36:00 time: 0.3248 data_time: 0.0175 memory: 9201 grad_norm: 3.6406 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.3263 loss: 2.3263 2022/08/15 16:32:00 - mmengine - INFO - Epoch(train) [168][1700/3757] lr: 2.6973e-02 eta: 1 day, 5:35:28 time: 0.3249 data_time: 0.0170 memory: 9201 grad_norm: 3.4237 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3307 loss: 2.3307 2022/08/15 16:32:33 - mmengine - INFO - Epoch(train) [168][1800/3757] lr: 2.6973e-02 eta: 1 day, 5:34:56 time: 0.3265 data_time: 0.0170 memory: 9201 grad_norm: 3.6490 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3199 loss: 2.3199 2022/08/15 16:33:06 - mmengine - INFO - Epoch(train) [168][1900/3757] lr: 2.6973e-02 eta: 1 day, 5:34:24 time: 0.3253 data_time: 0.0189 memory: 9201 grad_norm: 3.6300 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3243 loss: 2.3243 2022/08/15 16:33:38 - mmengine - INFO - Epoch(train) [168][2000/3757] lr: 2.6973e-02 eta: 1 day, 5:33:53 time: 0.3252 data_time: 0.0164 memory: 9201 grad_norm: 3.6548 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2489 loss: 2.2489 2022/08/15 16:34:11 - mmengine - INFO - Epoch(train) [168][2100/3757] lr: 2.6973e-02 eta: 1 day, 5:33:21 time: 0.3242 data_time: 0.0170 memory: 9201 grad_norm: 3.5166 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4073 loss: 2.4073 2022/08/15 16:34:44 - mmengine - INFO - Epoch(train) [168][2200/3757] lr: 2.6973e-02 eta: 1 day, 5:32:49 time: 0.3244 data_time: 0.0169 memory: 9201 grad_norm: 3.6298 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3323 loss: 2.3323 2022/08/15 16:35:17 - mmengine - INFO - Epoch(train) [168][2300/3757] lr: 2.6973e-02 eta: 1 day, 5:32:18 time: 0.3266 data_time: 0.0179 memory: 9201 grad_norm: 3.5848 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1744 loss: 2.1744 2022/08/15 16:35:50 - mmengine - INFO - Epoch(train) [168][2400/3757] lr: 2.6973e-02 eta: 1 day, 5:31:46 time: 0.3241 data_time: 0.0167 memory: 9201 grad_norm: 3.5366 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2627 loss: 2.2627 2022/08/15 16:36:22 - mmengine - INFO - Epoch(train) [168][2500/3757] lr: 2.6973e-02 eta: 1 day, 5:31:14 time: 0.3246 data_time: 0.0165 memory: 9201 grad_norm: 3.7323 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.3059 loss: 2.3059 2022/08/15 16:36:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 16:36:55 - mmengine - INFO - Epoch(train) [168][2600/3757] lr: 2.6973e-02 eta: 1 day, 5:30:42 time: 0.3279 data_time: 0.0189 memory: 9201 grad_norm: 3.7051 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4113 loss: 2.4113 2022/08/15 16:37:28 - mmengine - INFO - Epoch(train) [168][2700/3757] lr: 2.6973e-02 eta: 1 day, 5:30:11 time: 0.3307 data_time: 0.0171 memory: 9201 grad_norm: 3.7519 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6469 loss: 2.6469 2022/08/15 16:38:01 - mmengine - INFO - Epoch(train) [168][2800/3757] lr: 2.6973e-02 eta: 1 day, 5:29:39 time: 0.3261 data_time: 0.0174 memory: 9201 grad_norm: 3.6048 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6033 loss: 2.6033 2022/08/15 16:38:34 - mmengine - INFO - Epoch(train) [168][2900/3757] lr: 2.6973e-02 eta: 1 day, 5:29:07 time: 0.3246 data_time: 0.0168 memory: 9201 grad_norm: 3.5288 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5014 loss: 2.5014 2022/08/15 16:39:07 - mmengine - INFO - Epoch(train) [168][3000/3757] lr: 2.6973e-02 eta: 1 day, 5:28:36 time: 0.3255 data_time: 0.0170 memory: 9201 grad_norm: 3.5169 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2940 loss: 2.2940 2022/08/15 16:39:40 - mmengine - INFO - Epoch(train) [168][3100/3757] lr: 2.6973e-02 eta: 1 day, 5:28:04 time: 0.3313 data_time: 0.0178 memory: 9201 grad_norm: 3.7154 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2618 loss: 2.2618 2022/08/15 16:40:13 - mmengine - INFO - Epoch(train) [168][3200/3757] lr: 2.6973e-02 eta: 1 day, 5:27:32 time: 0.3246 data_time: 0.0168 memory: 9201 grad_norm: 3.5910 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6792 loss: 2.6792 2022/08/15 16:40:46 - mmengine - INFO - Epoch(train) [168][3300/3757] lr: 2.6973e-02 eta: 1 day, 5:27:01 time: 0.3252 data_time: 0.0182 memory: 9201 grad_norm: 3.5834 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3209 loss: 2.3209 2022/08/15 16:41:18 - mmengine - INFO - Epoch(train) [168][3400/3757] lr: 2.6973e-02 eta: 1 day, 5:26:29 time: 0.3278 data_time: 0.0182 memory: 9201 grad_norm: 3.5648 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2657 loss: 2.2657 2022/08/15 16:41:51 - mmengine - INFO - Epoch(train) [168][3500/3757] lr: 2.6973e-02 eta: 1 day, 5:25:57 time: 0.3241 data_time: 0.0177 memory: 9201 grad_norm: 3.6563 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1840 loss: 2.1840 2022/08/15 16:42:18 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 16:42:24 - mmengine - INFO - Epoch(train) [168][3600/3757] lr: 2.6973e-02 eta: 1 day, 5:25:26 time: 0.3240 data_time: 0.0176 memory: 9201 grad_norm: 3.6728 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4528 loss: 2.4528 2022/08/15 16:42:57 - mmengine - INFO - Epoch(train) [168][3700/3757] lr: 2.6973e-02 eta: 1 day, 5:24:54 time: 0.3280 data_time: 0.0188 memory: 9201 grad_norm: 3.5728 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1627 loss: 2.1627 2022/08/15 16:43:15 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 16:43:15 - mmengine - INFO - Epoch(train) [168][3757/3757] lr: 2.6973e-02 eta: 1 day, 5:24:41 time: 0.3140 data_time: 0.0148 memory: 9201 grad_norm: 3.6150 top1_acc: 0.4286 top5_acc: 0.5714 loss_cls: 2.5878 loss: 2.5878 2022/08/15 16:43:16 - mmengine - INFO - Saving checkpoint at 168 epochs 2022/08/15 16:43:53 - mmengine - INFO - Epoch(train) [169][100/3757] lr: 2.6430e-02 eta: 1 day, 5:24:02 time: 0.3243 data_time: 0.0169 memory: 9201 grad_norm: 3.6115 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0827 loss: 2.0827 2022/08/15 16:44:26 - mmengine - INFO - Epoch(train) [169][200/3757] lr: 2.6430e-02 eta: 1 day, 5:23:30 time: 0.3256 data_time: 0.0166 memory: 9201 grad_norm: 3.5128 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2594 loss: 2.2594 2022/08/15 16:44:59 - mmengine - INFO - Epoch(train) [169][300/3757] lr: 2.6430e-02 eta: 1 day, 5:22:58 time: 0.3251 data_time: 0.0173 memory: 9201 grad_norm: 3.6069 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5862 loss: 2.5862 2022/08/15 16:45:32 - mmengine - INFO - Epoch(train) [169][400/3757] lr: 2.6430e-02 eta: 1 day, 5:22:27 time: 0.3256 data_time: 0.0190 memory: 9201 grad_norm: 3.5452 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2704 loss: 2.2704 2022/08/15 16:46:04 - mmengine - INFO - Epoch(train) [169][500/3757] lr: 2.6430e-02 eta: 1 day, 5:21:55 time: 0.3243 data_time: 0.0172 memory: 9201 grad_norm: 3.6497 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.4155 loss: 2.4155 2022/08/15 16:46:37 - mmengine - INFO - Epoch(train) [169][600/3757] lr: 2.6430e-02 eta: 1 day, 5:21:23 time: 0.3261 data_time: 0.0173 memory: 9201 grad_norm: 3.6657 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3503 loss: 2.3503 2022/08/15 16:47:10 - mmengine - INFO - Epoch(train) [169][700/3757] lr: 2.6430e-02 eta: 1 day, 5:20:51 time: 0.3270 data_time: 0.0164 memory: 9201 grad_norm: 3.6189 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4595 loss: 2.4595 2022/08/15 16:47:43 - mmengine - INFO - Epoch(train) [169][800/3757] lr: 2.6430e-02 eta: 1 day, 5:20:20 time: 0.3251 data_time: 0.0166 memory: 9201 grad_norm: 3.5101 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5934 loss: 2.5934 2022/08/15 16:47:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 16:48:16 - mmengine - INFO - Epoch(train) [169][900/3757] lr: 2.6430e-02 eta: 1 day, 5:19:48 time: 0.3241 data_time: 0.0167 memory: 9201 grad_norm: 3.5831 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0185 loss: 2.0185 2022/08/15 16:48:49 - mmengine - INFO - Epoch(train) [169][1000/3757] lr: 2.6430e-02 eta: 1 day, 5:19:16 time: 0.3263 data_time: 0.0184 memory: 9201 grad_norm: 3.7413 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6020 loss: 2.6020 2022/08/15 16:49:22 - mmengine - INFO - Epoch(train) [169][1100/3757] lr: 2.6430e-02 eta: 1 day, 5:18:45 time: 0.3294 data_time: 0.0177 memory: 9201 grad_norm: 3.6235 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3354 loss: 2.3354 2022/08/15 16:49:54 - mmengine - INFO - Epoch(train) [169][1200/3757] lr: 2.6430e-02 eta: 1 day, 5:18:13 time: 0.3253 data_time: 0.0183 memory: 9201 grad_norm: 3.5575 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.4952 loss: 2.4952 2022/08/15 16:50:27 - mmengine - INFO - Epoch(train) [169][1300/3757] lr: 2.6430e-02 eta: 1 day, 5:17:41 time: 0.3254 data_time: 0.0169 memory: 9201 grad_norm: 3.6007 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4776 loss: 2.4776 2022/08/15 16:51:00 - mmengine - INFO - Epoch(train) [169][1400/3757] lr: 2.6430e-02 eta: 1 day, 5:17:10 time: 0.3285 data_time: 0.0179 memory: 9201 grad_norm: 3.5866 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2842 loss: 2.2842 2022/08/15 16:51:33 - mmengine - INFO - Epoch(train) [169][1500/3757] lr: 2.6430e-02 eta: 1 day, 5:16:38 time: 0.3243 data_time: 0.0175 memory: 9201 grad_norm: 3.5837 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2638 loss: 2.2638 2022/08/15 16:52:06 - mmengine - INFO - Epoch(train) [169][1600/3757] lr: 2.6430e-02 eta: 1 day, 5:16:06 time: 0.3241 data_time: 0.0169 memory: 9201 grad_norm: 3.5622 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.0237 loss: 2.0237 2022/08/15 16:52:39 - mmengine - INFO - Epoch(train) [169][1700/3757] lr: 2.6430e-02 eta: 1 day, 5:15:34 time: 0.3261 data_time: 0.0187 memory: 9201 grad_norm: 3.5341 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5245 loss: 2.5245 2022/08/15 16:53:12 - mmengine - INFO - Epoch(train) [169][1800/3757] lr: 2.6430e-02 eta: 1 day, 5:15:03 time: 0.3285 data_time: 0.0177 memory: 9201 grad_norm: 3.7758 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8200 loss: 2.8200 2022/08/15 16:53:19 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 16:53:44 - mmengine - INFO - Epoch(train) [169][1900/3757] lr: 2.6430e-02 eta: 1 day, 5:14:31 time: 0.3251 data_time: 0.0172 memory: 9201 grad_norm: 3.5416 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.1816 loss: 2.1816 2022/08/15 16:54:17 - mmengine - INFO - Epoch(train) [169][2000/3757] lr: 2.6430e-02 eta: 1 day, 5:13:59 time: 0.3277 data_time: 0.0169 memory: 9201 grad_norm: 3.7297 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4835 loss: 2.4835 2022/08/15 16:54:50 - mmengine - INFO - Epoch(train) [169][2100/3757] lr: 2.6430e-02 eta: 1 day, 5:13:28 time: 0.3251 data_time: 0.0181 memory: 9201 grad_norm: 3.5985 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5645 loss: 2.5645 2022/08/15 16:55:47 - mmengine - INFO - Epoch(train) [169][2200/3757] lr: 2.6430e-02 eta: 1 day, 5:13:09 time: 0.3269 data_time: 0.0167 memory: 9201 grad_norm: 3.5776 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2305 loss: 2.2305 2022/08/15 16:56:20 - mmengine - INFO - Epoch(train) [169][2300/3757] lr: 2.6430e-02 eta: 1 day, 5:12:37 time: 0.3270 data_time: 0.0176 memory: 9201 grad_norm: 3.5961 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6801 loss: 2.6801 2022/08/15 16:56:53 - mmengine - INFO - Epoch(train) [169][2400/3757] lr: 2.6430e-02 eta: 1 day, 5:12:05 time: 0.3244 data_time: 0.0174 memory: 9201 grad_norm: 3.5984 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.4178 loss: 2.4178 2022/08/15 16:57:26 - mmengine - INFO - Epoch(train) [169][2500/3757] lr: 2.6430e-02 eta: 1 day, 5:11:34 time: 0.3259 data_time: 0.0180 memory: 9201 grad_norm: 3.7086 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5704 loss: 2.5704 2022/08/15 16:57:59 - mmengine - INFO - Epoch(train) [169][2600/3757] lr: 2.6430e-02 eta: 1 day, 5:11:02 time: 0.3237 data_time: 0.0169 memory: 9201 grad_norm: 3.6355 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9243 loss: 2.9243 2022/08/15 16:58:32 - mmengine - INFO - Epoch(train) [169][2700/3757] lr: 2.6430e-02 eta: 1 day, 5:10:30 time: 0.3291 data_time: 0.0169 memory: 9201 grad_norm: 3.8190 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6004 loss: 2.6004 2022/08/15 16:59:05 - mmengine - INFO - Epoch(train) [169][2800/3757] lr: 2.6430e-02 eta: 1 day, 5:09:59 time: 0.3235 data_time: 0.0164 memory: 9201 grad_norm: 3.5114 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.4839 loss: 2.4839 2022/08/15 16:59:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 16:59:38 - mmengine - INFO - Epoch(train) [169][2900/3757] lr: 2.6430e-02 eta: 1 day, 5:09:27 time: 0.3256 data_time: 0.0169 memory: 9201 grad_norm: 3.5872 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1075 loss: 2.1075 2022/08/15 17:00:11 - mmengine - INFO - Epoch(train) [169][3000/3757] lr: 2.6430e-02 eta: 1 day, 5:08:55 time: 0.3266 data_time: 0.0175 memory: 9201 grad_norm: 3.5693 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2163 loss: 2.2163 2022/08/15 17:00:43 - mmengine - INFO - Epoch(train) [169][3100/3757] lr: 2.6430e-02 eta: 1 day, 5:08:24 time: 0.3269 data_time: 0.0185 memory: 9201 grad_norm: 3.5975 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1911 loss: 2.1911 2022/08/15 17:01:16 - mmengine - INFO - Epoch(train) [169][3200/3757] lr: 2.6430e-02 eta: 1 day, 5:07:52 time: 0.3258 data_time: 0.0167 memory: 9201 grad_norm: 3.6030 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1292 loss: 2.1292 2022/08/15 17:01:49 - mmengine - INFO - Epoch(train) [169][3300/3757] lr: 2.6430e-02 eta: 1 day, 5:07:20 time: 0.3255 data_time: 0.0183 memory: 9201 grad_norm: 3.7719 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4185 loss: 2.4185 2022/08/15 17:02:22 - mmengine - INFO - Epoch(train) [169][3400/3757] lr: 2.6430e-02 eta: 1 day, 5:06:48 time: 0.3281 data_time: 0.0168 memory: 9201 grad_norm: 3.6610 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3594 loss: 2.3594 2022/08/15 17:02:55 - mmengine - INFO - Epoch(train) [169][3500/3757] lr: 2.6430e-02 eta: 1 day, 5:06:17 time: 0.3255 data_time: 0.0171 memory: 9201 grad_norm: 3.5553 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2300 loss: 2.2300 2022/08/15 17:03:27 - mmengine - INFO - Epoch(train) [169][3600/3757] lr: 2.6430e-02 eta: 1 day, 5:05:45 time: 0.3255 data_time: 0.0179 memory: 9201 grad_norm: 3.5977 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4072 loss: 2.4072 2022/08/15 17:04:00 - mmengine - INFO - Epoch(train) [169][3700/3757] lr: 2.6430e-02 eta: 1 day, 5:05:13 time: 0.3265 data_time: 0.0174 memory: 9201 grad_norm: 3.6415 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3790 loss: 2.3790 2022/08/15 17:04:19 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 17:04:19 - mmengine - INFO - Epoch(train) [169][3757/3757] lr: 2.6430e-02 eta: 1 day, 5:05:00 time: 0.3120 data_time: 0.0162 memory: 9201 grad_norm: 3.7018 top1_acc: 0.4286 top5_acc: 0.8571 loss_cls: 2.3813 loss: 2.3813 2022/08/15 17:04:43 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 17:04:54 - mmengine - INFO - Epoch(train) [170][100/3757] lr: 2.5891e-02 eta: 1 day, 5:04:22 time: 0.3243 data_time: 0.0178 memory: 9201 grad_norm: 3.6415 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3632 loss: 2.3632 2022/08/15 17:05:27 - mmengine - INFO - Epoch(train) [170][200/3757] lr: 2.5891e-02 eta: 1 day, 5:03:50 time: 0.3234 data_time: 0.0164 memory: 9201 grad_norm: 3.5364 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.6166 loss: 2.6166 2022/08/15 17:05:59 - mmengine - INFO - Epoch(train) [170][300/3757] lr: 2.5891e-02 eta: 1 day, 5:03:18 time: 0.3255 data_time: 0.0168 memory: 9201 grad_norm: 3.6696 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3667 loss: 2.3667 2022/08/15 17:06:32 - mmengine - INFO - Epoch(train) [170][400/3757] lr: 2.5891e-02 eta: 1 day, 5:02:46 time: 0.3248 data_time: 0.0179 memory: 9201 grad_norm: 3.4840 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3411 loss: 2.3411 2022/08/15 17:07:05 - mmengine - INFO - Epoch(train) [170][500/3757] lr: 2.5891e-02 eta: 1 day, 5:02:15 time: 0.3247 data_time: 0.0171 memory: 9201 grad_norm: 3.5553 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2230 loss: 2.2230 2022/08/15 17:07:38 - mmengine - INFO - Epoch(train) [170][600/3757] lr: 2.5891e-02 eta: 1 day, 5:01:43 time: 0.3290 data_time: 0.0181 memory: 9201 grad_norm: 3.6555 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5400 loss: 2.5400 2022/08/15 17:08:11 - mmengine - INFO - Epoch(train) [170][700/3757] lr: 2.5891e-02 eta: 1 day, 5:01:11 time: 0.3256 data_time: 0.0174 memory: 9201 grad_norm: 3.5177 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2872 loss: 2.2872 2022/08/15 17:08:44 - mmengine - INFO - Epoch(train) [170][800/3757] lr: 2.5891e-02 eta: 1 day, 5:00:40 time: 0.3294 data_time: 0.0173 memory: 9201 grad_norm: 3.6512 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6171 loss: 2.6171 2022/08/15 17:09:17 - mmengine - INFO - Epoch(train) [170][900/3757] lr: 2.5891e-02 eta: 1 day, 5:00:08 time: 0.3256 data_time: 0.0171 memory: 9201 grad_norm: 3.8162 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.6801 loss: 2.6801 2022/08/15 17:09:49 - mmengine - INFO - Epoch(train) [170][1000/3757] lr: 2.5891e-02 eta: 1 day, 4:59:36 time: 0.3260 data_time: 0.0178 memory: 9201 grad_norm: 3.5570 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3482 loss: 2.3482 2022/08/15 17:10:12 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 17:10:22 - mmengine - INFO - Epoch(train) [170][1100/3757] lr: 2.5891e-02 eta: 1 day, 4:59:04 time: 0.3261 data_time: 0.0170 memory: 9201 grad_norm: 3.6505 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5910 loss: 2.5910 2022/08/15 17:10:55 - mmengine - INFO - Epoch(train) [170][1200/3757] lr: 2.5891e-02 eta: 1 day, 4:58:33 time: 0.3246 data_time: 0.0173 memory: 9201 grad_norm: 3.5035 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4455 loss: 2.4455 2022/08/15 17:11:28 - mmengine - INFO - Epoch(train) [170][1300/3757] lr: 2.5891e-02 eta: 1 day, 4:58:01 time: 0.3240 data_time: 0.0184 memory: 9201 grad_norm: 3.6062 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.0727 loss: 2.0727 2022/08/15 17:12:01 - mmengine - INFO - Epoch(train) [170][1400/3757] lr: 2.5891e-02 eta: 1 day, 4:57:29 time: 0.3283 data_time: 0.0181 memory: 9201 grad_norm: 3.5643 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1994 loss: 2.1994 2022/08/15 17:12:34 - mmengine - INFO - Epoch(train) [170][1500/3757] lr: 2.5891e-02 eta: 1 day, 4:56:58 time: 0.3254 data_time: 0.0173 memory: 9201 grad_norm: 3.6360 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6520 loss: 2.6520 2022/08/15 17:13:07 - mmengine - INFO - Epoch(train) [170][1600/3757] lr: 2.5891e-02 eta: 1 day, 4:56:26 time: 0.3249 data_time: 0.0174 memory: 9201 grad_norm: 3.6718 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5819 loss: 2.5819 2022/08/15 17:13:40 - mmengine - INFO - Epoch(train) [170][1700/3757] lr: 2.5891e-02 eta: 1 day, 4:55:54 time: 0.3299 data_time: 0.0172 memory: 9201 grad_norm: 3.4530 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2174 loss: 2.2174 2022/08/15 17:14:13 - mmengine - INFO - Epoch(train) [170][1800/3757] lr: 2.5891e-02 eta: 1 day, 4:55:23 time: 0.3262 data_time: 0.0181 memory: 9201 grad_norm: 3.6681 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4300 loss: 2.4300 2022/08/15 17:14:46 - mmengine - INFO - Epoch(train) [170][1900/3757] lr: 2.5891e-02 eta: 1 day, 4:54:51 time: 0.3227 data_time: 0.0175 memory: 9201 grad_norm: 3.6566 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.3105 loss: 2.3105 2022/08/15 17:15:19 - mmengine - INFO - Epoch(train) [170][2000/3757] lr: 2.5891e-02 eta: 1 day, 4:54:19 time: 0.3257 data_time: 0.0170 memory: 9201 grad_norm: 3.7966 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4336 loss: 2.4336 2022/08/15 17:15:41 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 17:15:52 - mmengine - INFO - Epoch(train) [170][2100/3757] lr: 2.5891e-02 eta: 1 day, 4:53:48 time: 0.3361 data_time: 0.0164 memory: 9201 grad_norm: 3.6299 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.5246 loss: 2.5246 2022/08/15 17:16:25 - mmengine - INFO - Epoch(train) [170][2200/3757] lr: 2.5891e-02 eta: 1 day, 4:53:16 time: 0.3266 data_time: 0.0180 memory: 9201 grad_norm: 3.6654 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4541 loss: 2.4541 2022/08/15 17:16:57 - mmengine - INFO - Epoch(train) [170][2300/3757] lr: 2.5891e-02 eta: 1 day, 4:52:44 time: 0.3228 data_time: 0.0168 memory: 9201 grad_norm: 3.7318 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6893 loss: 2.6893 2022/08/15 17:17:30 - mmengine - INFO - Epoch(train) [170][2400/3757] lr: 2.5891e-02 eta: 1 day, 4:52:13 time: 0.3239 data_time: 0.0170 memory: 9201 grad_norm: 3.6144 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4358 loss: 2.4358 2022/08/15 17:18:03 - mmengine - INFO - Epoch(train) [170][2500/3757] lr: 2.5891e-02 eta: 1 day, 4:51:41 time: 0.3294 data_time: 0.0184 memory: 9201 grad_norm: 3.5392 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4476 loss: 2.4476 2022/08/15 17:18:36 - mmengine - INFO - Epoch(train) [170][2600/3757] lr: 2.5891e-02 eta: 1 day, 4:51:09 time: 0.3272 data_time: 0.0177 memory: 9201 grad_norm: 3.5829 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1900 loss: 2.1900 2022/08/15 17:19:09 - mmengine - INFO - Epoch(train) [170][2700/3757] lr: 2.5891e-02 eta: 1 day, 4:50:38 time: 0.3245 data_time: 0.0172 memory: 9201 grad_norm: 3.6199 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4277 loss: 2.4277 2022/08/15 17:19:42 - mmengine - INFO - Epoch(train) [170][2800/3757] lr: 2.5891e-02 eta: 1 day, 4:50:06 time: 0.3273 data_time: 0.0182 memory: 9201 grad_norm: 3.5683 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4399 loss: 2.4399 2022/08/15 17:20:15 - mmengine - INFO - Epoch(train) [170][2900/3757] lr: 2.5891e-02 eta: 1 day, 4:49:34 time: 0.3287 data_time: 0.0179 memory: 9201 grad_norm: 3.5815 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0501 loss: 2.0501 2022/08/15 17:20:48 - mmengine - INFO - Epoch(train) [170][3000/3757] lr: 2.5891e-02 eta: 1 day, 4:49:03 time: 0.3252 data_time: 0.0171 memory: 9201 grad_norm: 3.6474 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.5680 loss: 2.5680 2022/08/15 17:21:10 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 17:21:21 - mmengine - INFO - Epoch(train) [170][3100/3757] lr: 2.5891e-02 eta: 1 day, 4:48:31 time: 0.3251 data_time: 0.0174 memory: 9201 grad_norm: 3.6647 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5155 loss: 2.5155 2022/08/15 17:21:53 - mmengine - INFO - Epoch(train) [170][3200/3757] lr: 2.5891e-02 eta: 1 day, 4:47:59 time: 0.3269 data_time: 0.0180 memory: 9201 grad_norm: 3.6891 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5289 loss: 2.5289 2022/08/15 17:22:26 - mmengine - INFO - Epoch(train) [170][3300/3757] lr: 2.5891e-02 eta: 1 day, 4:47:27 time: 0.3260 data_time: 0.0176 memory: 9201 grad_norm: 3.6415 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5168 loss: 2.5168 2022/08/15 17:22:59 - mmengine - INFO - Epoch(train) [170][3400/3757] lr: 2.5891e-02 eta: 1 day, 4:46:56 time: 0.3243 data_time: 0.0164 memory: 9201 grad_norm: 3.6900 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3335 loss: 2.3335 2022/08/15 17:23:32 - mmengine - INFO - Epoch(train) [170][3500/3757] lr: 2.5891e-02 eta: 1 day, 4:46:24 time: 0.3314 data_time: 0.0181 memory: 9201 grad_norm: 3.6385 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1347 loss: 2.1347 2022/08/15 17:24:05 - mmengine - INFO - Epoch(train) [170][3600/3757] lr: 2.5891e-02 eta: 1 day, 4:45:52 time: 0.3255 data_time: 0.0174 memory: 9201 grad_norm: 3.6061 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4431 loss: 2.4431 2022/08/15 17:24:38 - mmengine - INFO - Epoch(train) [170][3700/3757] lr: 2.5891e-02 eta: 1 day, 4:45:20 time: 0.3252 data_time: 0.0179 memory: 9201 grad_norm: 3.6092 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.3488 loss: 2.3488 2022/08/15 17:24:56 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 17:24:56 - mmengine - INFO - Epoch(train) [170][3757/3757] lr: 2.5891e-02 eta: 1 day, 4:45:08 time: 0.3094 data_time: 0.0157 memory: 9201 grad_norm: 3.6067 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 2.2959 loss: 2.2959 2022/08/15 17:25:18 - mmengine - INFO - Epoch(val) [170][100/310] eta: 0:00:46 time: 0.2193 data_time: 0.1080 memory: 1522 2022/08/15 17:25:39 - mmengine - INFO - Epoch(val) [170][200/310] eta: 0:00:19 time: 0.1777 data_time: 0.0662 memory: 1522 2022/08/15 17:26:01 - mmengine - INFO - Epoch(val) [170][300/310] eta: 0:00:02 time: 0.2212 data_time: 0.1135 memory: 1522 2022/08/15 17:26:05 - mmengine - INFO - Epoch(val) [170][310/310] acc/top1: 0.5271 acc/top5: 0.7835 acc/mean1: 0.5269 2022/08/15 17:26:05 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb/best_acc/top1_epoch_166.pth is removed 2022/08/15 17:26:09 - mmengine - INFO - The best checkpoint with 0.5271 acc/top1 at 171 epoch is saved to best_acc/top1_epoch_171.pth. 2022/08/15 17:26:42 - mmengine - INFO - Epoch(train) [171][100/3757] lr: 2.5355e-02 eta: 1 day, 4:44:28 time: 0.3276 data_time: 0.0164 memory: 9201 grad_norm: 3.7041 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.2152 loss: 2.2152 2022/08/15 17:27:15 - mmengine - INFO - Epoch(train) [171][200/3757] lr: 2.5355e-02 eta: 1 day, 4:43:57 time: 0.3253 data_time: 0.0169 memory: 9201 grad_norm: 3.5903 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3042 loss: 2.3042 2022/08/15 17:27:48 - mmengine - INFO - Epoch(train) [171][300/3757] lr: 2.5355e-02 eta: 1 day, 4:43:25 time: 0.3238 data_time: 0.0173 memory: 9201 grad_norm: 3.7372 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3742 loss: 2.3742 2022/08/15 17:27:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 17:28:21 - mmengine - INFO - Epoch(train) [171][400/3757] lr: 2.5355e-02 eta: 1 day, 4:42:53 time: 0.3279 data_time: 0.0175 memory: 9201 grad_norm: 3.7379 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3176 loss: 2.3176 2022/08/15 17:28:53 - mmengine - INFO - Epoch(train) [171][500/3757] lr: 2.5355e-02 eta: 1 day, 4:42:21 time: 0.3292 data_time: 0.0184 memory: 9201 grad_norm: 3.8543 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5727 loss: 2.5727 2022/08/15 17:29:26 - mmengine - INFO - Epoch(train) [171][600/3757] lr: 2.5355e-02 eta: 1 day, 4:41:50 time: 0.3238 data_time: 0.0176 memory: 9201 grad_norm: 3.5885 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4600 loss: 2.4600 2022/08/15 17:29:59 - mmengine - INFO - Epoch(train) [171][700/3757] lr: 2.5355e-02 eta: 1 day, 4:41:18 time: 0.3237 data_time: 0.0162 memory: 9201 grad_norm: 3.6633 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5022 loss: 2.5022 2022/08/15 17:30:32 - mmengine - INFO - Epoch(train) [171][800/3757] lr: 2.5355e-02 eta: 1 day, 4:40:46 time: 0.3276 data_time: 0.0187 memory: 9201 grad_norm: 3.6087 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5099 loss: 2.5099 2022/08/15 17:31:05 - mmengine - INFO - Epoch(train) [171][900/3757] lr: 2.5355e-02 eta: 1 day, 4:40:14 time: 0.3257 data_time: 0.0170 memory: 9201 grad_norm: 3.7304 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3735 loss: 2.3735 2022/08/15 17:31:38 - mmengine - INFO - Epoch(train) [171][1000/3757] lr: 2.5355e-02 eta: 1 day, 4:39:43 time: 0.3244 data_time: 0.0180 memory: 9201 grad_norm: 3.6966 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5231 loss: 2.5231 2022/08/15 17:32:11 - mmengine - INFO - Epoch(train) [171][1100/3757] lr: 2.5355e-02 eta: 1 day, 4:39:11 time: 0.3266 data_time: 0.0203 memory: 9201 grad_norm: 3.6275 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3321 loss: 2.3321 2022/08/15 17:32:44 - mmengine - INFO - Epoch(train) [171][1200/3757] lr: 2.5355e-02 eta: 1 day, 4:38:39 time: 0.3266 data_time: 0.0190 memory: 9201 grad_norm: 3.5887 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2784 loss: 2.2784 2022/08/15 17:33:16 - mmengine - INFO - Epoch(train) [171][1300/3757] lr: 2.5355e-02 eta: 1 day, 4:38:08 time: 0.3270 data_time: 0.0174 memory: 9201 grad_norm: 3.6777 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5734 loss: 2.5734 2022/08/15 17:33:20 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 17:33:49 - mmengine - INFO - Epoch(train) [171][1400/3757] lr: 2.5355e-02 eta: 1 day, 4:37:36 time: 0.3266 data_time: 0.0169 memory: 9201 grad_norm: 3.5958 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2433 loss: 2.2433 2022/08/15 17:34:22 - mmengine - INFO - Epoch(train) [171][1500/3757] lr: 2.5355e-02 eta: 1 day, 4:37:04 time: 0.3279 data_time: 0.0179 memory: 9201 grad_norm: 3.7665 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.1946 loss: 2.1946 2022/08/15 17:34:55 - mmengine - INFO - Epoch(train) [171][1600/3757] lr: 2.5355e-02 eta: 1 day, 4:36:33 time: 0.3252 data_time: 0.0180 memory: 9201 grad_norm: 3.6740 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4218 loss: 2.4218 2022/08/15 17:35:28 - mmengine - INFO - Epoch(train) [171][1700/3757] lr: 2.5355e-02 eta: 1 day, 4:36:01 time: 0.3247 data_time: 0.0173 memory: 9201 grad_norm: 3.6877 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3486 loss: 2.3486 2022/08/15 17:36:01 - mmengine - INFO - Epoch(train) [171][1800/3757] lr: 2.5355e-02 eta: 1 day, 4:35:29 time: 0.3250 data_time: 0.0170 memory: 9201 grad_norm: 3.6485 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4168 loss: 2.4168 2022/08/15 17:36:34 - mmengine - INFO - Epoch(train) [171][1900/3757] lr: 2.5355e-02 eta: 1 day, 4:34:57 time: 0.3254 data_time: 0.0177 memory: 9201 grad_norm: 3.6810 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3108 loss: 2.3108 2022/08/15 17:37:06 - mmengine - INFO - Epoch(train) [171][2000/3757] lr: 2.5355e-02 eta: 1 day, 4:34:26 time: 0.3267 data_time: 0.0190 memory: 9201 grad_norm: 3.5510 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1851 loss: 2.1851 2022/08/15 17:37:39 - mmengine - INFO - Epoch(train) [171][2100/3757] lr: 2.5355e-02 eta: 1 day, 4:33:54 time: 0.3249 data_time: 0.0179 memory: 9201 grad_norm: 3.6006 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6027 loss: 2.6027 2022/08/15 17:38:12 - mmengine - INFO - Epoch(train) [171][2200/3757] lr: 2.5355e-02 eta: 1 day, 4:33:22 time: 0.3429 data_time: 0.0175 memory: 9201 grad_norm: 3.6346 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3346 loss: 2.3346 2022/08/15 17:38:45 - mmengine - INFO - Epoch(train) [171][2300/3757] lr: 2.5355e-02 eta: 1 day, 4:32:51 time: 0.3269 data_time: 0.0177 memory: 9201 grad_norm: 3.7346 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4260 loss: 2.4260 2022/08/15 17:38:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 17:39:18 - mmengine - INFO - Epoch(train) [171][2400/3757] lr: 2.5355e-02 eta: 1 day, 4:32:19 time: 0.3230 data_time: 0.0173 memory: 9201 grad_norm: 3.7642 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1452 loss: 2.1452 2022/08/15 17:39:51 - mmengine - INFO - Epoch(train) [171][2500/3757] lr: 2.5355e-02 eta: 1 day, 4:31:47 time: 0.3276 data_time: 0.0182 memory: 9201 grad_norm: 3.6887 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2826 loss: 2.2826 2022/08/15 17:40:24 - mmengine - INFO - Epoch(train) [171][2600/3757] lr: 2.5355e-02 eta: 1 day, 4:31:16 time: 0.3243 data_time: 0.0169 memory: 9201 grad_norm: 3.5941 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5847 loss: 2.5847 2022/08/15 17:40:57 - mmengine - INFO - Epoch(train) [171][2700/3757] lr: 2.5355e-02 eta: 1 day, 4:30:44 time: 0.3270 data_time: 0.0179 memory: 9201 grad_norm: 3.8041 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3738 loss: 2.3738 2022/08/15 17:41:30 - mmengine - INFO - Epoch(train) [171][2800/3757] lr: 2.5355e-02 eta: 1 day, 4:30:12 time: 0.3254 data_time: 0.0169 memory: 9201 grad_norm: 3.7070 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.1173 loss: 2.1173 2022/08/15 17:42:03 - mmengine - INFO - Epoch(train) [171][2900/3757] lr: 2.5355e-02 eta: 1 day, 4:29:40 time: 0.3320 data_time: 0.0172 memory: 9201 grad_norm: 3.6273 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5849 loss: 2.5849 2022/08/15 17:42:35 - mmengine - INFO - Epoch(train) [171][3000/3757] lr: 2.5355e-02 eta: 1 day, 4:29:09 time: 0.3244 data_time: 0.0172 memory: 9201 grad_norm: 3.6290 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5695 loss: 2.5695 2022/08/15 17:43:08 - mmengine - INFO - Epoch(train) [171][3100/3757] lr: 2.5355e-02 eta: 1 day, 4:28:37 time: 0.3251 data_time: 0.0168 memory: 9201 grad_norm: 3.7698 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5270 loss: 2.5270 2022/08/15 17:43:41 - mmengine - INFO - Epoch(train) [171][3200/3757] lr: 2.5355e-02 eta: 1 day, 4:28:05 time: 0.3268 data_time: 0.0177 memory: 9201 grad_norm: 3.8465 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.7299 loss: 2.7299 2022/08/15 17:44:14 - mmengine - INFO - Epoch(train) [171][3300/3757] lr: 2.5355e-02 eta: 1 day, 4:27:33 time: 0.3261 data_time: 0.0174 memory: 9201 grad_norm: 3.7005 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5208 loss: 2.5208 2022/08/15 17:44:17 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 17:44:47 - mmengine - INFO - Epoch(train) [171][3400/3757] lr: 2.5355e-02 eta: 1 day, 4:27:02 time: 0.3346 data_time: 0.0177 memory: 9201 grad_norm: 3.7420 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5885 loss: 2.5885 2022/08/15 17:45:20 - mmengine - INFO - Epoch(train) [171][3500/3757] lr: 2.5355e-02 eta: 1 day, 4:26:30 time: 0.3248 data_time: 0.0172 memory: 9201 grad_norm: 3.6871 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2250 loss: 2.2250 2022/08/15 17:45:53 - mmengine - INFO - Epoch(train) [171][3600/3757] lr: 2.5355e-02 eta: 1 day, 4:25:58 time: 0.3250 data_time: 0.0176 memory: 9201 grad_norm: 3.6083 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1498 loss: 2.1498 2022/08/15 17:46:25 - mmengine - INFO - Epoch(train) [171][3700/3757] lr: 2.5355e-02 eta: 1 day, 4:25:27 time: 0.3258 data_time: 0.0186 memory: 9201 grad_norm: 3.7833 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3381 loss: 2.3381 2022/08/15 17:46:44 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 17:46:44 - mmengine - INFO - Epoch(train) [171][3757/3757] lr: 2.5355e-02 eta: 1 day, 4:25:14 time: 0.3111 data_time: 0.0168 memory: 9201 grad_norm: 3.6775 top1_acc: 0.4286 top5_acc: 0.8571 loss_cls: 2.4604 loss: 2.4604 2022/08/15 17:47:20 - mmengine - INFO - Epoch(train) [172][100/3757] lr: 2.4823e-02 eta: 1 day, 4:24:36 time: 0.3257 data_time: 0.0180 memory: 9201 grad_norm: 3.6175 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6419 loss: 2.6419 2022/08/15 17:47:53 - mmengine - INFO - Epoch(train) [172][200/3757] lr: 2.4823e-02 eta: 1 day, 4:24:04 time: 0.3272 data_time: 0.0175 memory: 9201 grad_norm: 3.6648 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3311 loss: 2.3311 2022/08/15 17:48:26 - mmengine - INFO - Epoch(train) [172][300/3757] lr: 2.4823e-02 eta: 1 day, 4:23:32 time: 0.3290 data_time: 0.0181 memory: 9201 grad_norm: 3.6697 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3536 loss: 2.3536 2022/08/15 17:48:59 - mmengine - INFO - Epoch(train) [172][400/3757] lr: 2.4823e-02 eta: 1 day, 4:23:01 time: 0.3236 data_time: 0.0166 memory: 9201 grad_norm: 3.6490 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2287 loss: 2.2287 2022/08/15 17:49:32 - mmengine - INFO - Epoch(train) [172][500/3757] lr: 2.4823e-02 eta: 1 day, 4:22:29 time: 0.3277 data_time: 0.0192 memory: 9201 grad_norm: 3.7698 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2569 loss: 2.2569 2022/08/15 17:49:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 17:50:05 - mmengine - INFO - Epoch(train) [172][600/3757] lr: 2.4823e-02 eta: 1 day, 4:21:57 time: 0.3287 data_time: 0.0169 memory: 9201 grad_norm: 3.5949 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6129 loss: 2.6129 2022/08/15 17:51:36 - mmengine - INFO - Epoch(train) [172][700/3757] lr: 2.4823e-02 eta: 1 day, 4:21:54 time: 0.3246 data_time: 0.0170 memory: 9201 grad_norm: 3.5259 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5288 loss: 2.5288 2022/08/15 17:52:09 - mmengine - INFO - Epoch(train) [172][800/3757] lr: 2.4823e-02 eta: 1 day, 4:21:23 time: 0.3250 data_time: 0.0168 memory: 9201 grad_norm: 3.6953 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.1075 loss: 2.1075 2022/08/15 17:52:42 - mmengine - INFO - Epoch(train) [172][900/3757] lr: 2.4823e-02 eta: 1 day, 4:20:51 time: 0.3231 data_time: 0.0173 memory: 9201 grad_norm: 3.6578 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3170 loss: 2.3170 2022/08/15 17:53:14 - mmengine - INFO - Epoch(train) [172][1000/3757] lr: 2.4823e-02 eta: 1 day, 4:20:19 time: 0.3261 data_time: 0.0176 memory: 9201 grad_norm: 3.6522 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3995 loss: 2.3995 2022/08/15 17:53:50 - mmengine - INFO - Epoch(train) [172][1100/3757] lr: 2.4823e-02 eta: 1 day, 4:19:49 time: 0.4693 data_time: 0.0602 memory: 9201 grad_norm: 3.7239 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4065 loss: 2.4065 2022/08/15 17:54:23 - mmengine - INFO - Epoch(train) [172][1200/3757] lr: 2.4823e-02 eta: 1 day, 4:19:17 time: 0.3293 data_time: 0.0181 memory: 9201 grad_norm: 3.6178 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2965 loss: 2.2965 2022/08/15 17:54:56 - mmengine - INFO - Epoch(train) [172][1300/3757] lr: 2.4823e-02 eta: 1 day, 4:18:45 time: 0.3322 data_time: 0.0169 memory: 9201 grad_norm: 3.8689 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4008 loss: 2.4008 2022/08/15 17:55:29 - mmengine - INFO - Epoch(train) [172][1400/3757] lr: 2.4823e-02 eta: 1 day, 4:18:14 time: 0.3248 data_time: 0.0167 memory: 9201 grad_norm: 3.8204 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6263 loss: 2.6263 2022/08/15 17:56:02 - mmengine - INFO - Epoch(train) [172][1500/3757] lr: 2.4823e-02 eta: 1 day, 4:17:42 time: 0.3284 data_time: 0.0155 memory: 9201 grad_norm: 3.6298 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4341 loss: 2.4341 2022/08/15 17:56:19 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 17:56:35 - mmengine - INFO - Epoch(train) [172][1600/3757] lr: 2.4823e-02 eta: 1 day, 4:17:10 time: 0.3254 data_time: 0.0167 memory: 9201 grad_norm: 3.7379 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2869 loss: 2.2869 2022/08/15 17:57:08 - mmengine - INFO - Epoch(train) [172][1700/3757] lr: 2.4823e-02 eta: 1 day, 4:16:38 time: 0.3265 data_time: 0.0181 memory: 9201 grad_norm: 3.7739 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3872 loss: 2.3872 2022/08/15 17:57:41 - mmengine - INFO - Epoch(train) [172][1800/3757] lr: 2.4823e-02 eta: 1 day, 4:16:07 time: 0.3257 data_time: 0.0204 memory: 9201 grad_norm: 3.8326 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4205 loss: 2.4205 2022/08/15 17:58:14 - mmengine - INFO - Epoch(train) [172][1900/3757] lr: 2.4823e-02 eta: 1 day, 4:15:35 time: 0.3287 data_time: 0.0176 memory: 9201 grad_norm: 3.6095 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.9629 loss: 1.9629 2022/08/15 17:58:46 - mmengine - INFO - Epoch(train) [172][2000/3757] lr: 2.4823e-02 eta: 1 day, 4:15:03 time: 0.3291 data_time: 0.0186 memory: 9201 grad_norm: 3.7478 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9855 loss: 1.9855 2022/08/15 17:59:19 - mmengine - INFO - Epoch(train) [172][2100/3757] lr: 2.4823e-02 eta: 1 day, 4:14:32 time: 0.3256 data_time: 0.0173 memory: 9201 grad_norm: 3.6619 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.2710 loss: 2.2710 2022/08/15 17:59:52 - mmengine - INFO - Epoch(train) [172][2200/3757] lr: 2.4823e-02 eta: 1 day, 4:14:00 time: 0.3251 data_time: 0.0174 memory: 9201 grad_norm: 3.6643 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7014 loss: 2.7014 2022/08/15 18:00:28 - mmengine - INFO - Epoch(train) [172][2300/3757] lr: 2.4823e-02 eta: 1 day, 4:13:29 time: 0.3323 data_time: 0.0175 memory: 9201 grad_norm: 3.6995 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3512 loss: 2.3512 2022/08/15 18:01:00 - mmengine - INFO - Epoch(train) [172][2400/3757] lr: 2.4823e-02 eta: 1 day, 4:12:57 time: 0.3241 data_time: 0.0164 memory: 9201 grad_norm: 3.6798 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7310 loss: 2.7310 2022/08/15 18:01:33 - mmengine - INFO - Epoch(train) [172][2500/3757] lr: 2.4823e-02 eta: 1 day, 4:12:26 time: 0.3261 data_time: 0.0179 memory: 9201 grad_norm: 3.6293 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.1752 loss: 2.1752 2022/08/15 18:01:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 18:02:06 - mmengine - INFO - Epoch(train) [172][2600/3757] lr: 2.4823e-02 eta: 1 day, 4:11:54 time: 0.3308 data_time: 0.0180 memory: 9201 grad_norm: 3.7525 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5164 loss: 2.5164 2022/08/15 18:02:39 - mmengine - INFO - Epoch(train) [172][2700/3757] lr: 2.4823e-02 eta: 1 day, 4:11:22 time: 0.3243 data_time: 0.0171 memory: 9201 grad_norm: 3.7218 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0025 loss: 2.0025 2022/08/15 18:03:12 - mmengine - INFO - Epoch(train) [172][2800/3757] lr: 2.4823e-02 eta: 1 day, 4:10:50 time: 0.3248 data_time: 0.0168 memory: 9201 grad_norm: 3.6366 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2067 loss: 2.2067 2022/08/15 18:03:45 - mmengine - INFO - Epoch(train) [172][2900/3757] lr: 2.4823e-02 eta: 1 day, 4:10:19 time: 0.3264 data_time: 0.0174 memory: 9201 grad_norm: 3.6696 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3537 loss: 2.3537 2022/08/15 18:04:17 - mmengine - INFO - Epoch(train) [172][3000/3757] lr: 2.4823e-02 eta: 1 day, 4:09:47 time: 0.3245 data_time: 0.0170 memory: 9201 grad_norm: 3.7902 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6041 loss: 2.6041 2022/08/15 18:04:50 - mmengine - INFO - Epoch(train) [172][3100/3757] lr: 2.4823e-02 eta: 1 day, 4:09:15 time: 0.3259 data_time: 0.0169 memory: 9201 grad_norm: 3.7312 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9668 loss: 1.9668 2022/08/15 18:05:23 - mmengine - INFO - Epoch(train) [172][3200/3757] lr: 2.4823e-02 eta: 1 day, 4:08:44 time: 0.3281 data_time: 0.0182 memory: 9201 grad_norm: 3.7105 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4053 loss: 2.4053 2022/08/15 18:05:56 - mmengine - INFO - Epoch(train) [172][3300/3757] lr: 2.4823e-02 eta: 1 day, 4:08:12 time: 0.3240 data_time: 0.0176 memory: 9201 grad_norm: 3.6500 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1729 loss: 2.1729 2022/08/15 18:06:29 - mmengine - INFO - Epoch(train) [172][3400/3757] lr: 2.4823e-02 eta: 1 day, 4:07:40 time: 0.3258 data_time: 0.0186 memory: 9201 grad_norm: 3.7118 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5086 loss: 2.5086 2022/08/15 18:07:02 - mmengine - INFO - Epoch(train) [172][3500/3757] lr: 2.4823e-02 eta: 1 day, 4:07:08 time: 0.3254 data_time: 0.0174 memory: 9201 grad_norm: 3.7085 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3858 loss: 2.3858 2022/08/15 18:07:19 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 18:07:35 - mmengine - INFO - Epoch(train) [172][3600/3757] lr: 2.4823e-02 eta: 1 day, 4:06:37 time: 0.3257 data_time: 0.0170 memory: 9201 grad_norm: 3.6809 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3657 loss: 2.3657 2022/08/15 18:08:08 - mmengine - INFO - Epoch(train) [172][3700/3757] lr: 2.4823e-02 eta: 1 day, 4:06:05 time: 0.3261 data_time: 0.0176 memory: 9201 grad_norm: 3.8232 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.2979 loss: 2.2979 2022/08/15 18:08:26 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 18:08:26 - mmengine - INFO - Epoch(train) [172][3757/3757] lr: 2.4823e-02 eta: 1 day, 4:05:52 time: 0.3145 data_time: 0.0167 memory: 9201 grad_norm: 3.7666 top1_acc: 0.4286 top5_acc: 0.8571 loss_cls: 2.5185 loss: 2.5185 2022/08/15 18:08:26 - mmengine - INFO - Saving checkpoint at 172 epochs 2022/08/15 18:09:04 - mmengine - INFO - Epoch(train) [173][100/3757] lr: 2.4295e-02 eta: 1 day, 4:05:13 time: 0.3278 data_time: 0.0176 memory: 9201 grad_norm: 3.6404 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4767 loss: 2.4767 2022/08/15 18:09:37 - mmengine - INFO - Epoch(train) [173][200/3757] lr: 2.4295e-02 eta: 1 day, 4:04:41 time: 0.3245 data_time: 0.0159 memory: 9201 grad_norm: 3.6356 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1768 loss: 2.1768 2022/08/15 18:10:10 - mmengine - INFO - Epoch(train) [173][300/3757] lr: 2.4295e-02 eta: 1 day, 4:04:09 time: 0.3259 data_time: 0.0188 memory: 9201 grad_norm: 3.7311 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3154 loss: 2.3154 2022/08/15 18:10:43 - mmengine - INFO - Epoch(train) [173][400/3757] lr: 2.4295e-02 eta: 1 day, 4:03:37 time: 0.3249 data_time: 0.0173 memory: 9201 grad_norm: 3.7135 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2701 loss: 2.2701 2022/08/15 18:11:16 - mmengine - INFO - Epoch(train) [173][500/3757] lr: 2.4295e-02 eta: 1 day, 4:03:06 time: 0.3242 data_time: 0.0176 memory: 9201 grad_norm: 3.7035 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.3295 loss: 2.3295 2022/08/15 18:11:48 - mmengine - INFO - Epoch(train) [173][600/3757] lr: 2.4295e-02 eta: 1 day, 4:02:34 time: 0.3284 data_time: 0.0181 memory: 9201 grad_norm: 3.6927 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4632 loss: 2.4632 2022/08/15 18:12:21 - mmengine - INFO - Epoch(train) [173][700/3757] lr: 2.4295e-02 eta: 1 day, 4:02:02 time: 0.3254 data_time: 0.0169 memory: 9201 grad_norm: 3.6985 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.3332 loss: 2.3332 2022/08/15 18:12:53 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 18:12:54 - mmengine - INFO - Epoch(train) [173][800/3757] lr: 2.4295e-02 eta: 1 day, 4:01:31 time: 0.3235 data_time: 0.0168 memory: 9201 grad_norm: 3.6445 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2007 loss: 2.2007 2022/08/15 18:13:27 - mmengine - INFO - Epoch(train) [173][900/3757] lr: 2.4295e-02 eta: 1 day, 4:00:59 time: 0.3290 data_time: 0.0182 memory: 9201 grad_norm: 3.6275 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2092 loss: 2.2092 2022/08/15 18:14:00 - mmengine - INFO - Epoch(train) [173][1000/3757] lr: 2.4295e-02 eta: 1 day, 4:00:27 time: 0.3262 data_time: 0.0174 memory: 9201 grad_norm: 3.6886 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.9281 loss: 1.9281 2022/08/15 18:14:33 - mmengine - INFO - Epoch(train) [173][1100/3757] lr: 2.4295e-02 eta: 1 day, 3:59:55 time: 0.3235 data_time: 0.0161 memory: 9201 grad_norm: 3.7004 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3847 loss: 2.3847 2022/08/15 18:15:06 - mmengine - INFO - Epoch(train) [173][1200/3757] lr: 2.4295e-02 eta: 1 day, 3:59:24 time: 0.3312 data_time: 0.0189 memory: 9201 grad_norm: 3.6779 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4464 loss: 2.4464 2022/08/15 18:15:39 - mmengine - INFO - Epoch(train) [173][1300/3757] lr: 2.4295e-02 eta: 1 day, 3:58:52 time: 0.3290 data_time: 0.0170 memory: 9201 grad_norm: 3.7441 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4969 loss: 2.4969 2022/08/15 18:16:12 - mmengine - INFO - Epoch(train) [173][1400/3757] lr: 2.4295e-02 eta: 1 day, 3:58:20 time: 0.3256 data_time: 0.0182 memory: 9201 grad_norm: 3.7204 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3595 loss: 2.3595 2022/08/15 18:16:45 - mmengine - INFO - Epoch(train) [173][1500/3757] lr: 2.4295e-02 eta: 1 day, 3:57:49 time: 0.3246 data_time: 0.0176 memory: 9201 grad_norm: 3.6598 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0202 loss: 2.0202 2022/08/15 18:17:18 - mmengine - INFO - Epoch(train) [173][1600/3757] lr: 2.4295e-02 eta: 1 day, 3:57:17 time: 0.3255 data_time: 0.0161 memory: 9201 grad_norm: 3.6948 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4914 loss: 2.4914 2022/08/15 18:17:51 - mmengine - INFO - Epoch(train) [173][1700/3757] lr: 2.4295e-02 eta: 1 day, 3:56:45 time: 0.3262 data_time: 0.0188 memory: 9201 grad_norm: 3.7417 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4145 loss: 2.4145 2022/08/15 18:18:22 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 18:18:23 - mmengine - INFO - Epoch(train) [173][1800/3757] lr: 2.4295e-02 eta: 1 day, 3:56:13 time: 0.3246 data_time: 0.0169 memory: 9201 grad_norm: 3.6938 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2787 loss: 2.2787 2022/08/15 18:18:56 - mmengine - INFO - Epoch(train) [173][1900/3757] lr: 2.4295e-02 eta: 1 day, 3:55:42 time: 0.3280 data_time: 0.0169 memory: 9201 grad_norm: 3.6832 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1785 loss: 2.1785 2022/08/15 18:19:29 - mmengine - INFO - Epoch(train) [173][2000/3757] lr: 2.4295e-02 eta: 1 day, 3:55:10 time: 0.3273 data_time: 0.0178 memory: 9201 grad_norm: 3.7275 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3889 loss: 2.3889 2022/08/15 18:20:02 - mmengine - INFO - Epoch(train) [173][2100/3757] lr: 2.4295e-02 eta: 1 day, 3:54:38 time: 0.3239 data_time: 0.0168 memory: 9201 grad_norm: 3.7328 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3940 loss: 2.3940 2022/08/15 18:20:35 - mmengine - INFO - Epoch(train) [173][2200/3757] lr: 2.4295e-02 eta: 1 day, 3:54:06 time: 0.3255 data_time: 0.0167 memory: 9201 grad_norm: 3.8301 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.4719 loss: 2.4719 2022/08/15 18:21:08 - mmengine - INFO - Epoch(train) [173][2300/3757] lr: 2.4295e-02 eta: 1 day, 3:53:35 time: 0.3263 data_time: 0.0181 memory: 9201 grad_norm: 3.7562 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0094 loss: 2.0094 2022/08/15 18:21:41 - mmengine - INFO - Epoch(train) [173][2400/3757] lr: 2.4295e-02 eta: 1 day, 3:53:03 time: 0.3293 data_time: 0.0171 memory: 9201 grad_norm: 3.7363 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2619 loss: 2.2619 2022/08/15 18:22:14 - mmengine - INFO - Epoch(train) [173][2500/3757] lr: 2.4295e-02 eta: 1 day, 3:52:31 time: 0.3248 data_time: 0.0168 memory: 9201 grad_norm: 3.7008 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2835 loss: 2.2835 2022/08/15 18:22:47 - mmengine - INFO - Epoch(train) [173][2600/3757] lr: 2.4295e-02 eta: 1 day, 3:51:59 time: 0.3250 data_time: 0.0175 memory: 9201 grad_norm: 3.6645 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3699 loss: 2.3699 2022/08/15 18:23:19 - mmengine - INFO - Epoch(train) [173][2700/3757] lr: 2.4295e-02 eta: 1 day, 3:51:28 time: 0.3255 data_time: 0.0170 memory: 9201 grad_norm: 3.8648 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2352 loss: 2.2352 2022/08/15 18:23:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 18:23:52 - mmengine - INFO - Epoch(train) [173][2800/3757] lr: 2.4295e-02 eta: 1 day, 3:50:56 time: 0.3255 data_time: 0.0180 memory: 9201 grad_norm: 3.6229 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4944 loss: 2.4944 2022/08/15 18:24:25 - mmengine - INFO - Epoch(train) [173][2900/3757] lr: 2.4295e-02 eta: 1 day, 3:50:24 time: 0.3272 data_time: 0.0173 memory: 9201 grad_norm: 3.7299 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2578 loss: 2.2578 2022/08/15 18:24:58 - mmengine - INFO - Epoch(train) [173][3000/3757] lr: 2.4295e-02 eta: 1 day, 3:49:52 time: 0.3285 data_time: 0.0179 memory: 9201 grad_norm: 3.6785 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1206 loss: 2.1206 2022/08/15 18:25:31 - mmengine - INFO - Epoch(train) [173][3100/3757] lr: 2.4295e-02 eta: 1 day, 3:49:21 time: 0.3310 data_time: 0.0172 memory: 9201 grad_norm: 3.7647 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3701 loss: 2.3701 2022/08/15 18:26:04 - mmengine - INFO - Epoch(train) [173][3200/3757] lr: 2.4295e-02 eta: 1 day, 3:48:49 time: 0.3271 data_time: 0.0185 memory: 9201 grad_norm: 3.7706 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2210 loss: 2.2210 2022/08/15 18:26:37 - mmengine - INFO - Epoch(train) [173][3300/3757] lr: 2.4295e-02 eta: 1 day, 3:48:17 time: 0.3309 data_time: 0.0177 memory: 9201 grad_norm: 3.6894 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5785 loss: 2.5785 2022/08/15 18:27:10 - mmengine - INFO - Epoch(train) [173][3400/3757] lr: 2.4295e-02 eta: 1 day, 3:47:45 time: 0.3271 data_time: 0.0171 memory: 9201 grad_norm: 3.8411 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2930 loss: 2.2930 2022/08/15 18:27:43 - mmengine - INFO - Epoch(train) [173][3500/3757] lr: 2.4295e-02 eta: 1 day, 3:47:14 time: 0.3266 data_time: 0.0174 memory: 9201 grad_norm: 3.8457 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7349 loss: 1.7349 2022/08/15 18:28:16 - mmengine - INFO - Epoch(train) [173][3600/3757] lr: 2.4295e-02 eta: 1 day, 3:46:42 time: 0.3237 data_time: 0.0163 memory: 9201 grad_norm: 3.7458 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1861 loss: 2.1861 2022/08/15 18:28:49 - mmengine - INFO - Epoch(train) [173][3700/3757] lr: 2.4295e-02 eta: 1 day, 3:46:10 time: 0.3379 data_time: 0.0169 memory: 9201 grad_norm: 3.6024 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0829 loss: 2.0829 2022/08/15 18:29:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 18:29:07 - mmengine - INFO - Epoch(train) [173][3757/3757] lr: 2.4295e-02 eta: 1 day, 3:45:58 time: 0.3105 data_time: 0.0176 memory: 9201 grad_norm: 3.7587 top1_acc: 0.5714 top5_acc: 0.7143 loss_cls: 2.2313 loss: 2.2313 2022/08/15 18:29:22 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 18:29:42 - mmengine - INFO - Epoch(train) [174][100/3757] lr: 2.3771e-02 eta: 1 day, 3:45:19 time: 0.3253 data_time: 0.0169 memory: 9201 grad_norm: 3.8511 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3933 loss: 2.3933 2022/08/15 18:30:15 - mmengine - INFO - Epoch(train) [174][200/3757] lr: 2.3771e-02 eta: 1 day, 3:44:47 time: 0.3257 data_time: 0.0155 memory: 9201 grad_norm: 3.7704 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1600 loss: 2.1600 2022/08/15 18:30:48 - mmengine - INFO - Epoch(train) [174][300/3757] lr: 2.3771e-02 eta: 1 day, 3:44:15 time: 0.3292 data_time: 0.0172 memory: 9201 grad_norm: 3.7373 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4064 loss: 2.4064 2022/08/15 18:31:21 - mmengine - INFO - Epoch(train) [174][400/3757] lr: 2.3771e-02 eta: 1 day, 3:43:44 time: 0.3263 data_time: 0.0178 memory: 9201 grad_norm: 3.7427 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3137 loss: 2.3137 2022/08/15 18:31:54 - mmengine - INFO - Epoch(train) [174][500/3757] lr: 2.3771e-02 eta: 1 day, 3:43:12 time: 0.3237 data_time: 0.0170 memory: 9201 grad_norm: 3.6953 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3697 loss: 2.3697 2022/08/15 18:32:27 - mmengine - INFO - Epoch(train) [174][600/3757] lr: 2.3771e-02 eta: 1 day, 3:42:40 time: 0.3288 data_time: 0.0176 memory: 9201 grad_norm: 3.7721 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3739 loss: 2.3739 2022/08/15 18:33:00 - mmengine - INFO - Epoch(train) [174][700/3757] lr: 2.3771e-02 eta: 1 day, 3:42:08 time: 0.3343 data_time: 0.0178 memory: 9201 grad_norm: 3.9231 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7662 loss: 2.7662 2022/08/15 18:33:33 - mmengine - INFO - Epoch(train) [174][800/3757] lr: 2.3771e-02 eta: 1 day, 3:41:37 time: 0.3256 data_time: 0.0173 memory: 9201 grad_norm: 3.7682 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2669 loss: 2.2669 2022/08/15 18:34:06 - mmengine - INFO - Epoch(train) [174][900/3757] lr: 2.3771e-02 eta: 1 day, 3:41:05 time: 0.3248 data_time: 0.0170 memory: 9201 grad_norm: 3.7178 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3719 loss: 2.3719 2022/08/15 18:34:38 - mmengine - INFO - Epoch(train) [174][1000/3757] lr: 2.3771e-02 eta: 1 day, 3:40:33 time: 0.3284 data_time: 0.0168 memory: 9201 grad_norm: 3.7084 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3785 loss: 2.3785 2022/08/15 18:34:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 18:35:11 - mmengine - INFO - Epoch(train) [174][1100/3757] lr: 2.3771e-02 eta: 1 day, 3:40:01 time: 0.3320 data_time: 0.0175 memory: 9201 grad_norm: 3.7975 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4092 loss: 2.4092 2022/08/15 18:35:44 - mmengine - INFO - Epoch(train) [174][1200/3757] lr: 2.3771e-02 eta: 1 day, 3:39:30 time: 0.3267 data_time: 0.0172 memory: 9201 grad_norm: 3.8663 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0893 loss: 2.0893 2022/08/15 18:36:17 - mmengine - INFO - Epoch(train) [174][1300/3757] lr: 2.3771e-02 eta: 1 day, 3:38:58 time: 0.3266 data_time: 0.0169 memory: 9201 grad_norm: 3.7512 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4417 loss: 2.4417 2022/08/15 18:36:50 - mmengine - INFO - Epoch(train) [174][1400/3757] lr: 2.3771e-02 eta: 1 day, 3:38:26 time: 0.3263 data_time: 0.0174 memory: 9201 grad_norm: 3.8585 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2021 loss: 2.2021 2022/08/15 18:37:23 - mmengine - INFO - Epoch(train) [174][1500/3757] lr: 2.3771e-02 eta: 1 day, 3:37:55 time: 0.3254 data_time: 0.0165 memory: 9201 grad_norm: 3.7840 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2035 loss: 2.2035 2022/08/15 18:37:56 - mmengine - INFO - Epoch(train) [174][1600/3757] lr: 2.3771e-02 eta: 1 day, 3:37:23 time: 0.3251 data_time: 0.0171 memory: 9201 grad_norm: 3.8367 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3193 loss: 2.3193 2022/08/15 18:38:29 - mmengine - INFO - Epoch(train) [174][1700/3757] lr: 2.3771e-02 eta: 1 day, 3:36:51 time: 0.3274 data_time: 0.0181 memory: 9201 grad_norm: 3.8076 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4087 loss: 2.4087 2022/08/15 18:39:02 - mmengine - INFO - Epoch(train) [174][1800/3757] lr: 2.3771e-02 eta: 1 day, 3:36:19 time: 0.3251 data_time: 0.0169 memory: 9201 grad_norm: 3.8591 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2904 loss: 2.2904 2022/08/15 18:39:35 - mmengine - INFO - Epoch(train) [174][1900/3757] lr: 2.3771e-02 eta: 1 day, 3:35:48 time: 0.3256 data_time: 0.0172 memory: 9201 grad_norm: 3.7024 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5650 loss: 2.5650 2022/08/15 18:40:08 - mmengine - INFO - Epoch(train) [174][2000/3757] lr: 2.3771e-02 eta: 1 day, 3:35:16 time: 0.3274 data_time: 0.0187 memory: 9201 grad_norm: 3.7977 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4279 loss: 2.4279 2022/08/15 18:40:20 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 18:40:40 - mmengine - INFO - Epoch(train) [174][2100/3757] lr: 2.3771e-02 eta: 1 day, 3:34:44 time: 0.3269 data_time: 0.0185 memory: 9201 grad_norm: 3.7793 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4065 loss: 2.4065 2022/08/15 18:41:13 - mmengine - INFO - Epoch(train) [174][2200/3757] lr: 2.3771e-02 eta: 1 day, 3:34:12 time: 0.3248 data_time: 0.0163 memory: 9201 grad_norm: 3.6959 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.2813 loss: 2.2813 2022/08/15 18:41:46 - mmengine - INFO - Epoch(train) [174][2300/3757] lr: 2.3771e-02 eta: 1 day, 3:33:40 time: 0.3263 data_time: 0.0177 memory: 9201 grad_norm: 3.6961 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1228 loss: 2.1228 2022/08/15 18:42:19 - mmengine - INFO - Epoch(train) [174][2400/3757] lr: 2.3771e-02 eta: 1 day, 3:33:09 time: 0.3291 data_time: 0.0195 memory: 9201 grad_norm: 3.6885 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1625 loss: 2.1625 2022/08/15 18:42:52 - mmengine - INFO - Epoch(train) [174][2500/3757] lr: 2.3771e-02 eta: 1 day, 3:32:37 time: 0.3288 data_time: 0.0172 memory: 9201 grad_norm: 3.7849 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2874 loss: 2.2874 2022/08/15 18:43:25 - mmengine - INFO - Epoch(train) [174][2600/3757] lr: 2.3771e-02 eta: 1 day, 3:32:05 time: 0.3254 data_time: 0.0169 memory: 9201 grad_norm: 3.7101 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8232 loss: 1.8232 2022/08/15 18:43:58 - mmengine - INFO - Epoch(train) [174][2700/3757] lr: 2.3771e-02 eta: 1 day, 3:31:34 time: 0.3264 data_time: 0.0172 memory: 9201 grad_norm: 3.6729 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5200 loss: 2.5200 2022/08/15 18:44:31 - mmengine - INFO - Epoch(train) [174][2800/3757] lr: 2.3771e-02 eta: 1 day, 3:31:02 time: 0.3263 data_time: 0.0175 memory: 9201 grad_norm: 3.7672 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4561 loss: 2.4561 2022/08/15 18:45:04 - mmengine - INFO - Epoch(train) [174][2900/3757] lr: 2.3771e-02 eta: 1 day, 3:30:30 time: 0.3263 data_time: 0.0182 memory: 9201 grad_norm: 3.7790 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4064 loss: 2.4064 2022/08/15 18:45:36 - mmengine - INFO - Epoch(train) [174][3000/3757] lr: 2.3771e-02 eta: 1 day, 3:29:58 time: 0.3255 data_time: 0.0179 memory: 9201 grad_norm: 3.8299 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3047 loss: 2.3047 2022/08/15 18:45:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 18:46:10 - mmengine - INFO - Epoch(train) [174][3100/3757] lr: 2.3771e-02 eta: 1 day, 3:29:27 time: 0.3322 data_time: 0.0172 memory: 9201 grad_norm: 3.6528 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2961 loss: 2.2961 2022/08/15 18:46:42 - mmengine - INFO - Epoch(train) [174][3200/3757] lr: 2.3771e-02 eta: 1 day, 3:28:55 time: 0.3271 data_time: 0.0181 memory: 9201 grad_norm: 3.8434 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6146 loss: 2.6146 2022/08/15 18:47:15 - mmengine - INFO - Epoch(train) [174][3300/3757] lr: 2.3771e-02 eta: 1 day, 3:28:23 time: 0.3245 data_time: 0.0176 memory: 9201 grad_norm: 3.7295 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3273 loss: 2.3273 2022/08/15 18:47:48 - mmengine - INFO - Epoch(train) [174][3400/3757] lr: 2.3771e-02 eta: 1 day, 3:27:51 time: 0.3359 data_time: 0.0175 memory: 9201 grad_norm: 3.8322 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2570 loss: 2.2570 2022/08/15 18:48:21 - mmengine - INFO - Epoch(train) [174][3500/3757] lr: 2.3771e-02 eta: 1 day, 3:27:20 time: 0.3246 data_time: 0.0168 memory: 9201 grad_norm: 3.6585 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1902 loss: 2.1902 2022/08/15 18:48:54 - mmengine - INFO - Epoch(train) [174][3600/3757] lr: 2.3771e-02 eta: 1 day, 3:26:48 time: 0.3251 data_time: 0.0169 memory: 9201 grad_norm: 3.7311 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4913 loss: 2.4913 2022/08/15 18:49:27 - mmengine - INFO - Epoch(train) [174][3700/3757] lr: 2.3771e-02 eta: 1 day, 3:26:16 time: 0.3279 data_time: 0.0172 memory: 9201 grad_norm: 3.6990 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3582 loss: 2.3582 2022/08/15 18:49:46 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 18:49:46 - mmengine - INFO - Epoch(train) [174][3757/3757] lr: 2.3771e-02 eta: 1 day, 3:26:03 time: 0.3112 data_time: 0.0162 memory: 9201 grad_norm: 3.6602 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 2.4063 loss: 2.4063 2022/08/15 18:50:21 - mmengine - INFO - Epoch(train) [175][100/3757] lr: 2.3250e-02 eta: 1 day, 3:25:25 time: 0.3305 data_time: 0.0181 memory: 9201 grad_norm: 3.7997 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1246 loss: 2.1246 2022/08/15 18:50:54 - mmengine - INFO - Epoch(train) [175][200/3757] lr: 2.3250e-02 eta: 1 day, 3:24:53 time: 0.3302 data_time: 0.0179 memory: 9201 grad_norm: 3.7581 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2894 loss: 2.2894 2022/08/15 18:51:21 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 18:51:26 - mmengine - INFO - Epoch(train) [175][300/3757] lr: 2.3250e-02 eta: 1 day, 3:24:21 time: 0.3269 data_time: 0.0174 memory: 9201 grad_norm: 3.8482 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0382 loss: 2.0382 2022/08/15 18:51:59 - mmengine - INFO - Epoch(train) [175][400/3757] lr: 2.3250e-02 eta: 1 day, 3:23:49 time: 0.3249 data_time: 0.0164 memory: 9201 grad_norm: 3.7170 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1586 loss: 2.1586 2022/08/15 18:52:32 - mmengine - INFO - Epoch(train) [175][500/3757] lr: 2.3250e-02 eta: 1 day, 3:23:18 time: 0.3332 data_time: 0.0199 memory: 9201 grad_norm: 3.7853 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3614 loss: 2.3614 2022/08/15 18:53:05 - mmengine - INFO - Epoch(train) [175][600/3757] lr: 2.3250e-02 eta: 1 day, 3:22:46 time: 0.3245 data_time: 0.0164 memory: 9201 grad_norm: 3.8197 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4237 loss: 2.4237 2022/08/15 18:53:38 - mmengine - INFO - Epoch(train) [175][700/3757] lr: 2.3250e-02 eta: 1 day, 3:22:14 time: 0.3249 data_time: 0.0161 memory: 9201 grad_norm: 3.7919 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4657 loss: 2.4657 2022/08/15 18:54:11 - mmengine - INFO - Epoch(train) [175][800/3757] lr: 2.3250e-02 eta: 1 day, 3:21:42 time: 0.3262 data_time: 0.0168 memory: 9201 grad_norm: 3.7285 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2709 loss: 2.2709 2022/08/15 18:54:44 - mmengine - INFO - Epoch(train) [175][900/3757] lr: 2.3250e-02 eta: 1 day, 3:21:11 time: 0.3269 data_time: 0.0180 memory: 9201 grad_norm: 3.7924 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4916 loss: 2.4916 2022/08/15 18:55:17 - mmengine - INFO - Epoch(train) [175][1000/3757] lr: 2.3250e-02 eta: 1 day, 3:20:39 time: 0.3250 data_time: 0.0167 memory: 9201 grad_norm: 3.8251 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5160 loss: 2.5160 2022/08/15 18:55:50 - mmengine - INFO - Epoch(train) [175][1100/3757] lr: 2.3250e-02 eta: 1 day, 3:20:07 time: 0.3243 data_time: 0.0169 memory: 9201 grad_norm: 3.8563 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.1063 loss: 2.1063 2022/08/15 18:56:23 - mmengine - INFO - Epoch(train) [175][1200/3757] lr: 2.3250e-02 eta: 1 day, 3:19:36 time: 0.3243 data_time: 0.0182 memory: 9201 grad_norm: 3.7629 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4958 loss: 2.4958 2022/08/15 18:56:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 18:56:56 - mmengine - INFO - Epoch(train) [175][1300/3757] lr: 2.3250e-02 eta: 1 day, 3:19:04 time: 0.3248 data_time: 0.0173 memory: 9201 grad_norm: 3.7820 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3564 loss: 2.3564 2022/08/15 18:57:29 - mmengine - INFO - Epoch(train) [175][1400/3757] lr: 2.3250e-02 eta: 1 day, 3:18:32 time: 0.3267 data_time: 0.0185 memory: 9201 grad_norm: 3.8253 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0587 loss: 2.0587 2022/08/15 18:58:02 - mmengine - INFO - Epoch(train) [175][1500/3757] lr: 2.3250e-02 eta: 1 day, 3:18:00 time: 0.3253 data_time: 0.0166 memory: 9201 grad_norm: 3.6791 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4747 loss: 2.4747 2022/08/15 18:58:35 - mmengine - INFO - Epoch(train) [175][1600/3757] lr: 2.3250e-02 eta: 1 day, 3:17:29 time: 0.3244 data_time: 0.0165 memory: 9201 grad_norm: 3.9243 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2133 loss: 2.2133 2022/08/15 18:59:08 - mmengine - INFO - Epoch(train) [175][1700/3757] lr: 2.3250e-02 eta: 1 day, 3:16:57 time: 0.3257 data_time: 0.0181 memory: 9201 grad_norm: 3.8379 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2378 loss: 2.2378 2022/08/15 18:59:41 - mmengine - INFO - Epoch(train) [175][1800/3757] lr: 2.3250e-02 eta: 1 day, 3:16:25 time: 0.3257 data_time: 0.0167 memory: 9201 grad_norm: 3.7157 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3044 loss: 2.3044 2022/08/15 19:00:14 - mmengine - INFO - Epoch(train) [175][1900/3757] lr: 2.3250e-02 eta: 1 day, 3:15:53 time: 0.3276 data_time: 0.0167 memory: 9201 grad_norm: 3.6975 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.5561 loss: 2.5561 2022/08/15 19:00:47 - mmengine - INFO - Epoch(train) [175][2000/3757] lr: 2.3250e-02 eta: 1 day, 3:15:22 time: 0.3243 data_time: 0.0171 memory: 9201 grad_norm: 3.8163 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4775 loss: 2.4775 2022/08/15 19:01:20 - mmengine - INFO - Epoch(train) [175][2100/3757] lr: 2.3250e-02 eta: 1 day, 3:14:50 time: 0.3245 data_time: 0.0170 memory: 9201 grad_norm: 3.8031 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5694 loss: 2.5694 2022/08/15 19:01:52 - mmengine - INFO - Epoch(train) [175][2200/3757] lr: 2.3250e-02 eta: 1 day, 3:14:18 time: 0.3270 data_time: 0.0162 memory: 9201 grad_norm: 3.6406 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1449 loss: 2.1449 2022/08/15 19:02:19 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 19:02:25 - mmengine - INFO - Epoch(train) [175][2300/3757] lr: 2.3250e-02 eta: 1 day, 3:13:46 time: 0.3257 data_time: 0.0167 memory: 9201 grad_norm: 3.6925 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1910 loss: 2.1910 2022/08/15 19:02:58 - mmengine - INFO - Epoch(train) [175][2400/3757] lr: 2.3250e-02 eta: 1 day, 3:13:15 time: 0.3252 data_time: 0.0175 memory: 9201 grad_norm: 3.8308 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5090 loss: 2.5090 2022/08/15 19:03:31 - mmengine - INFO - Epoch(train) [175][2500/3757] lr: 2.3250e-02 eta: 1 day, 3:12:43 time: 0.3263 data_time: 0.0178 memory: 9201 grad_norm: 3.9644 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2633 loss: 2.2633 2022/08/15 19:04:04 - mmengine - INFO - Epoch(train) [175][2600/3757] lr: 2.3250e-02 eta: 1 day, 3:12:11 time: 0.3271 data_time: 0.0173 memory: 9201 grad_norm: 3.7011 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1775 loss: 2.1775 2022/08/15 19:04:37 - mmengine - INFO - Epoch(train) [175][2700/3757] lr: 2.3250e-02 eta: 1 day, 3:11:39 time: 0.3270 data_time: 0.0181 memory: 9201 grad_norm: 3.9472 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9710 loss: 1.9710 2022/08/15 19:05:10 - mmengine - INFO - Epoch(train) [175][2800/3757] lr: 2.3250e-02 eta: 1 day, 3:11:08 time: 0.3247 data_time: 0.0162 memory: 9201 grad_norm: 3.8517 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3972 loss: 2.3972 2022/08/15 19:05:43 - mmengine - INFO - Epoch(train) [175][2900/3757] lr: 2.3250e-02 eta: 1 day, 3:10:36 time: 0.3260 data_time: 0.0179 memory: 9201 grad_norm: 3.8232 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.1778 loss: 2.1778 2022/08/15 19:06:16 - mmengine - INFO - Epoch(train) [175][3000/3757] lr: 2.3250e-02 eta: 1 day, 3:10:04 time: 0.3248 data_time: 0.0188 memory: 9201 grad_norm: 3.7914 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.3000 loss: 2.3000 2022/08/15 19:06:49 - mmengine - INFO - Epoch(train) [175][3100/3757] lr: 2.3250e-02 eta: 1 day, 3:09:33 time: 0.3276 data_time: 0.0173 memory: 9201 grad_norm: 3.9287 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.4618 loss: 2.4618 2022/08/15 19:07:22 - mmengine - INFO - Epoch(train) [175][3200/3757] lr: 2.3250e-02 eta: 1 day, 3:09:01 time: 0.3254 data_time: 0.0169 memory: 9201 grad_norm: 3.9346 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4460 loss: 2.4460 2022/08/15 19:07:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 19:07:55 - mmengine - INFO - Epoch(train) [175][3300/3757] lr: 2.3250e-02 eta: 1 day, 3:08:29 time: 0.3303 data_time: 0.0189 memory: 9201 grad_norm: 3.7895 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4483 loss: 2.4483 2022/08/15 19:08:28 - mmengine - INFO - Epoch(train) [175][3400/3757] lr: 2.3250e-02 eta: 1 day, 3:07:57 time: 0.3269 data_time: 0.0172 memory: 9201 grad_norm: 3.7636 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3813 loss: 2.3813 2022/08/15 19:09:01 - mmengine - INFO - Epoch(train) [175][3500/3757] lr: 2.3250e-02 eta: 1 day, 3:07:26 time: 0.3248 data_time: 0.0173 memory: 9201 grad_norm: 3.6948 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1198 loss: 2.1198 2022/08/15 19:09:34 - mmengine - INFO - Epoch(train) [175][3600/3757] lr: 2.3250e-02 eta: 1 day, 3:06:54 time: 0.3271 data_time: 0.0186 memory: 9201 grad_norm: 3.7939 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5715 loss: 2.5715 2022/08/15 19:10:07 - mmengine - INFO - Epoch(train) [175][3700/3757] lr: 2.3250e-02 eta: 1 day, 3:06:22 time: 0.3269 data_time: 0.0180 memory: 9201 grad_norm: 3.7940 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2582 loss: 2.2582 2022/08/15 19:10:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 19:10:25 - mmengine - INFO - Epoch(train) [175][3757/3757] lr: 2.3250e-02 eta: 1 day, 3:06:09 time: 0.3091 data_time: 0.0164 memory: 9201 grad_norm: 3.7809 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 2.6241 loss: 2.6241 2022/08/15 19:10:48 - mmengine - INFO - Epoch(val) [175][100/310] eta: 0:00:46 time: 0.2231 data_time: 0.1117 memory: 1522 2022/08/15 19:11:09 - mmengine - INFO - Epoch(val) [175][200/310] eta: 0:00:20 time: 0.1865 data_time: 0.0732 memory: 1522 2022/08/15 19:11:30 - mmengine - INFO - Epoch(val) [175][300/310] eta: 0:00:02 time: 0.2269 data_time: 0.1175 memory: 1522 2022/08/15 19:11:34 - mmengine - INFO - Epoch(val) [175][310/310] acc/top1: 0.5445 acc/top5: 0.7935 acc/mean1: 0.5445 2022/08/15 19:11:34 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb/best_acc/top1_epoch_171.pth is removed 2022/08/15 19:11:37 - mmengine - INFO - The best checkpoint with 0.5445 acc/top1 at 176 epoch is saved to best_acc/top1_epoch_176.pth. 2022/08/15 19:12:12 - mmengine - INFO - Epoch(train) [176][100/3757] lr: 2.2734e-02 eta: 1 day, 3:05:30 time: 0.3314 data_time: 0.0181 memory: 9201 grad_norm: 3.6066 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0245 loss: 2.0245 2022/08/15 19:12:44 - mmengine - INFO - Epoch(train) [176][200/3757] lr: 2.2734e-02 eta: 1 day, 3:04:59 time: 0.3242 data_time: 0.0166 memory: 9201 grad_norm: 3.7669 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1740 loss: 2.1740 2022/08/15 19:13:18 - mmengine - INFO - Epoch(train) [176][300/3757] lr: 2.2734e-02 eta: 1 day, 3:04:27 time: 0.3243 data_time: 0.0162 memory: 9201 grad_norm: 3.7865 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3371 loss: 2.3371 2022/08/15 19:13:50 - mmengine - INFO - Epoch(train) [176][400/3757] lr: 2.2734e-02 eta: 1 day, 3:03:55 time: 0.3255 data_time: 0.0178 memory: 9201 grad_norm: 3.7465 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2873 loss: 2.2873 2022/08/15 19:14:23 - mmengine - INFO - Epoch(train) [176][500/3757] lr: 2.2734e-02 eta: 1 day, 3:03:23 time: 0.3245 data_time: 0.0164 memory: 9201 grad_norm: 3.7964 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5767 loss: 2.5767 2022/08/15 19:14:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 19:14:56 - mmengine - INFO - Epoch(train) [176][600/3757] lr: 2.2734e-02 eta: 1 day, 3:02:51 time: 0.3254 data_time: 0.0177 memory: 9201 grad_norm: 3.8536 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1842 loss: 2.1842 2022/08/15 19:15:28 - mmengine - INFO - Epoch(train) [176][700/3757] lr: 2.2734e-02 eta: 1 day, 3:02:19 time: 0.3247 data_time: 0.0167 memory: 9201 grad_norm: 3.9030 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.4761 loss: 2.4761 2022/08/15 19:16:01 - mmengine - INFO - Epoch(train) [176][800/3757] lr: 2.2734e-02 eta: 1 day, 3:01:48 time: 0.3236 data_time: 0.0180 memory: 9201 grad_norm: 3.8534 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0162 loss: 2.0162 2022/08/15 19:16:34 - mmengine - INFO - Epoch(train) [176][900/3757] lr: 2.2734e-02 eta: 1 day, 3:01:16 time: 0.3243 data_time: 0.0174 memory: 9201 grad_norm: 3.8344 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2363 loss: 2.2363 2022/08/15 19:17:07 - mmengine - INFO - Epoch(train) [176][1000/3757] lr: 2.2734e-02 eta: 1 day, 3:00:44 time: 0.3250 data_time: 0.0171 memory: 9201 grad_norm: 3.7068 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0107 loss: 2.0107 2022/08/15 19:17:40 - mmengine - INFO - Epoch(train) [176][1100/3757] lr: 2.2734e-02 eta: 1 day, 3:00:12 time: 0.3255 data_time: 0.0171 memory: 9201 grad_norm: 3.8971 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3790 loss: 2.3790 2022/08/15 19:18:13 - mmengine - INFO - Epoch(train) [176][1200/3757] lr: 2.2734e-02 eta: 1 day, 2:59:41 time: 0.3289 data_time: 0.0176 memory: 9201 grad_norm: 3.8351 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.3008 loss: 2.3008 2022/08/15 19:18:45 - mmengine - INFO - Epoch(train) [176][1300/3757] lr: 2.2734e-02 eta: 1 day, 2:59:09 time: 0.3244 data_time: 0.0170 memory: 9201 grad_norm: 4.0046 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5289 loss: 2.5289 2022/08/15 19:19:18 - mmengine - INFO - Epoch(train) [176][1400/3757] lr: 2.2734e-02 eta: 1 day, 2:58:37 time: 0.3239 data_time: 0.0163 memory: 9201 grad_norm: 3.7240 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3141 loss: 2.3141 2022/08/15 19:19:51 - mmengine - INFO - Epoch(train) [176][1500/3757] lr: 2.2734e-02 eta: 1 day, 2:58:05 time: 0.3247 data_time: 0.0170 memory: 9201 grad_norm: 3.8223 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1687 loss: 2.1687 2022/08/15 19:19:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 19:20:24 - mmengine - INFO - Epoch(train) [176][1600/3757] lr: 2.2734e-02 eta: 1 day, 2:57:33 time: 0.3264 data_time: 0.0188 memory: 9201 grad_norm: 3.8039 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4622 loss: 2.4622 2022/08/15 19:20:57 - mmengine - INFO - Epoch(train) [176][1700/3757] lr: 2.2734e-02 eta: 1 day, 2:57:02 time: 0.3255 data_time: 0.0168 memory: 9201 grad_norm: 3.7981 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3550 loss: 2.3550 2022/08/15 19:21:30 - mmengine - INFO - Epoch(train) [176][1800/3757] lr: 2.2734e-02 eta: 1 day, 2:56:30 time: 0.3243 data_time: 0.0164 memory: 9201 grad_norm: 3.8085 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2245 loss: 2.2245 2022/08/15 19:22:03 - mmengine - INFO - Epoch(train) [176][1900/3757] lr: 2.2734e-02 eta: 1 day, 2:55:58 time: 0.3258 data_time: 0.0177 memory: 9201 grad_norm: 3.7228 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1797 loss: 2.1797 2022/08/15 19:22:36 - mmengine - INFO - Epoch(train) [176][2000/3757] lr: 2.2734e-02 eta: 1 day, 2:55:26 time: 0.3266 data_time: 0.0170 memory: 9201 grad_norm: 3.7950 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1268 loss: 2.1268 2022/08/15 19:23:09 - mmengine - INFO - Epoch(train) [176][2100/3757] lr: 2.2734e-02 eta: 1 day, 2:54:55 time: 0.3261 data_time: 0.0180 memory: 9201 grad_norm: 3.7938 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2333 loss: 2.2333 2022/08/15 19:23:42 - mmengine - INFO - Epoch(train) [176][2200/3757] lr: 2.2734e-02 eta: 1 day, 2:54:23 time: 0.3359 data_time: 0.0165 memory: 9201 grad_norm: 3.7653 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3073 loss: 2.3073 2022/08/15 19:24:15 - mmengine - INFO - Epoch(train) [176][2300/3757] lr: 2.2734e-02 eta: 1 day, 2:53:51 time: 0.3257 data_time: 0.0171 memory: 9201 grad_norm: 3.7535 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2247 loss: 2.2247 2022/08/15 19:24:48 - mmengine - INFO - Epoch(train) [176][2400/3757] lr: 2.2734e-02 eta: 1 day, 2:53:19 time: 0.3258 data_time: 0.0173 memory: 9201 grad_norm: 3.6900 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3470 loss: 2.3470 2022/08/15 19:25:20 - mmengine - INFO - Epoch(train) [176][2500/3757] lr: 2.2734e-02 eta: 1 day, 2:52:48 time: 0.3266 data_time: 0.0179 memory: 9201 grad_norm: 3.9221 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2710 loss: 2.2710 2022/08/15 19:25:29 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 19:25:53 - mmengine - INFO - Epoch(train) [176][2600/3757] lr: 2.2734e-02 eta: 1 day, 2:52:16 time: 0.3263 data_time: 0.0170 memory: 9201 grad_norm: 3.7537 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2495 loss: 2.2495 2022/08/15 19:26:26 - mmengine - INFO - Epoch(train) [176][2700/3757] lr: 2.2734e-02 eta: 1 day, 2:51:44 time: 0.3284 data_time: 0.0181 memory: 9201 grad_norm: 3.7475 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0052 loss: 2.0052 2022/08/15 19:26:59 - mmengine - INFO - Epoch(train) [176][2800/3757] lr: 2.2734e-02 eta: 1 day, 2:51:12 time: 0.3248 data_time: 0.0176 memory: 9201 grad_norm: 3.9251 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5053 loss: 2.5053 2022/08/15 19:27:32 - mmengine - INFO - Epoch(train) [176][2900/3757] lr: 2.2734e-02 eta: 1 day, 2:50:41 time: 0.3262 data_time: 0.0168 memory: 9201 grad_norm: 3.8145 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4267 loss: 2.4267 2022/08/15 19:28:05 - mmengine - INFO - Epoch(train) [176][3000/3757] lr: 2.2734e-02 eta: 1 day, 2:50:09 time: 0.3287 data_time: 0.0176 memory: 9201 grad_norm: 4.0102 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.5072 loss: 2.5072 2022/08/15 19:28:38 - mmengine - INFO - Epoch(train) [176][3100/3757] lr: 2.2734e-02 eta: 1 day, 2:49:37 time: 0.3265 data_time: 0.0174 memory: 9201 grad_norm: 3.7864 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2498 loss: 2.2498 2022/08/15 19:29:11 - mmengine - INFO - Epoch(train) [176][3200/3757] lr: 2.2734e-02 eta: 1 day, 2:49:05 time: 0.3279 data_time: 0.0175 memory: 9201 grad_norm: 3.8219 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.3505 loss: 2.3505 2022/08/15 19:29:44 - mmengine - INFO - Epoch(train) [176][3300/3757] lr: 2.2734e-02 eta: 1 day, 2:48:34 time: 0.3264 data_time: 0.0176 memory: 9201 grad_norm: 3.8294 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1365 loss: 2.1365 2022/08/15 19:30:17 - mmengine - INFO - Epoch(train) [176][3400/3757] lr: 2.2734e-02 eta: 1 day, 2:48:02 time: 0.3296 data_time: 0.0182 memory: 9201 grad_norm: 3.7153 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5390 loss: 2.5390 2022/08/15 19:30:50 - mmengine - INFO - Epoch(train) [176][3500/3757] lr: 2.2734e-02 eta: 1 day, 2:47:30 time: 0.3244 data_time: 0.0170 memory: 9201 grad_norm: 3.8067 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4573 loss: 2.4573 2022/08/15 19:30:58 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 19:31:23 - mmengine - INFO - Epoch(train) [176][3600/3757] lr: 2.2734e-02 eta: 1 day, 2:46:58 time: 0.3245 data_time: 0.0161 memory: 9201 grad_norm: 3.8042 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4710 loss: 2.4710 2022/08/15 19:31:56 - mmengine - INFO - Epoch(train) [176][3700/3757] lr: 2.2734e-02 eta: 1 day, 2:46:27 time: 0.3244 data_time: 0.0169 memory: 9201 grad_norm: 3.7581 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5073 loss: 2.5073 2022/08/15 19:32:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 19:32:14 - mmengine - INFO - Epoch(train) [176][3757/3757] lr: 2.2734e-02 eta: 1 day, 2:46:14 time: 0.3114 data_time: 0.0163 memory: 9201 grad_norm: 3.8609 top1_acc: 0.2857 top5_acc: 0.7143 loss_cls: 2.3121 loss: 2.3121 2022/08/15 19:32:14 - mmengine - INFO - Saving checkpoint at 176 epochs 2022/08/15 19:32:53 - mmengine - INFO - Epoch(train) [177][100/3757] lr: 2.2221e-02 eta: 1 day, 2:45:35 time: 0.3287 data_time: 0.0177 memory: 9201 grad_norm: 3.8409 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0309 loss: 2.0309 2022/08/15 19:33:26 - mmengine - INFO - Epoch(train) [177][200/3757] lr: 2.2221e-02 eta: 1 day, 2:45:03 time: 0.3272 data_time: 0.0195 memory: 9201 grad_norm: 3.7854 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3510 loss: 2.3510 2022/08/15 19:33:59 - mmengine - INFO - Epoch(train) [177][300/3757] lr: 2.2221e-02 eta: 1 day, 2:44:31 time: 0.3239 data_time: 0.0166 memory: 9201 grad_norm: 3.7735 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0315 loss: 2.0315 2022/08/15 19:34:32 - mmengine - INFO - Epoch(train) [177][400/3757] lr: 2.2221e-02 eta: 1 day, 2:43:59 time: 0.3252 data_time: 0.0172 memory: 9201 grad_norm: 3.7979 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3606 loss: 2.3606 2022/08/15 19:35:04 - mmengine - INFO - Epoch(train) [177][500/3757] lr: 2.2221e-02 eta: 1 day, 2:43:28 time: 0.3267 data_time: 0.0174 memory: 9201 grad_norm: 3.8031 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3278 loss: 2.3278 2022/08/15 19:35:37 - mmengine - INFO - Epoch(train) [177][600/3757] lr: 2.2221e-02 eta: 1 day, 2:42:56 time: 0.3279 data_time: 0.0178 memory: 9201 grad_norm: 3.8122 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.6225 loss: 2.6225 2022/08/15 19:36:10 - mmengine - INFO - Epoch(train) [177][700/3757] lr: 2.2221e-02 eta: 1 day, 2:42:24 time: 0.3252 data_time: 0.0166 memory: 9201 grad_norm: 3.7258 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.3479 loss: 2.3479 2022/08/15 19:36:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 19:36:43 - mmengine - INFO - Epoch(train) [177][800/3757] lr: 2.2221e-02 eta: 1 day, 2:41:52 time: 0.3244 data_time: 0.0156 memory: 9201 grad_norm: 3.9120 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3659 loss: 2.3659 2022/08/15 19:37:16 - mmengine - INFO - Epoch(train) [177][900/3757] lr: 2.2221e-02 eta: 1 day, 2:41:21 time: 0.3278 data_time: 0.0171 memory: 9201 grad_norm: 3.8699 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5578 loss: 2.5578 2022/08/15 19:37:49 - mmengine - INFO - Epoch(train) [177][1000/3757] lr: 2.2221e-02 eta: 1 day, 2:40:49 time: 0.3259 data_time: 0.0171 memory: 9201 grad_norm: 3.7566 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2812 loss: 2.2812 2022/08/15 19:38:22 - mmengine - INFO - Epoch(train) [177][1100/3757] lr: 2.2221e-02 eta: 1 day, 2:40:17 time: 0.3245 data_time: 0.0167 memory: 9201 grad_norm: 3.8290 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3742 loss: 2.3742 2022/08/15 19:38:55 - mmengine - INFO - Epoch(train) [177][1200/3757] lr: 2.2221e-02 eta: 1 day, 2:39:45 time: 0.3288 data_time: 0.0190 memory: 9201 grad_norm: 3.9096 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4907 loss: 2.4907 2022/08/15 19:39:27 - mmengine - INFO - Epoch(train) [177][1300/3757] lr: 2.2221e-02 eta: 1 day, 2:39:13 time: 0.3267 data_time: 0.0185 memory: 9201 grad_norm: 3.8622 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4312 loss: 2.4312 2022/08/15 19:40:00 - mmengine - INFO - Epoch(train) [177][1400/3757] lr: 2.2221e-02 eta: 1 day, 2:38:42 time: 0.3254 data_time: 0.0171 memory: 9201 grad_norm: 3.8058 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4359 loss: 2.4359 2022/08/15 19:40:33 - mmengine - INFO - Epoch(train) [177][1500/3757] lr: 2.2221e-02 eta: 1 day, 2:38:10 time: 0.3271 data_time: 0.0170 memory: 9201 grad_norm: 3.7871 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3462 loss: 2.3462 2022/08/15 19:41:06 - mmengine - INFO - Epoch(train) [177][1600/3757] lr: 2.2221e-02 eta: 1 day, 2:37:38 time: 0.3258 data_time: 0.0174 memory: 9201 grad_norm: 3.8563 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0688 loss: 2.0688 2022/08/15 19:41:39 - mmengine - INFO - Epoch(train) [177][1700/3757] lr: 2.2221e-02 eta: 1 day, 2:37:06 time: 0.3262 data_time: 0.0170 memory: 9201 grad_norm: 3.8831 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3861 loss: 2.3861 2022/08/15 19:42:01 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 19:42:12 - mmengine - INFO - Epoch(train) [177][1800/3757] lr: 2.2221e-02 eta: 1 day, 2:36:34 time: 0.3246 data_time: 0.0175 memory: 9201 grad_norm: 3.7500 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1201 loss: 2.1201 2022/08/15 19:42:45 - mmengine - INFO - Epoch(train) [177][1900/3757] lr: 2.2221e-02 eta: 1 day, 2:36:03 time: 0.3271 data_time: 0.0174 memory: 9201 grad_norm: 3.8866 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6181 loss: 2.6181 2022/08/15 19:43:18 - mmengine - INFO - Epoch(train) [177][2000/3757] lr: 2.2221e-02 eta: 1 day, 2:35:31 time: 0.3275 data_time: 0.0193 memory: 9201 grad_norm: 3.8802 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2371 loss: 2.2371 2022/08/15 19:43:51 - mmengine - INFO - Epoch(train) [177][2100/3757] lr: 2.2221e-02 eta: 1 day, 2:34:59 time: 0.3266 data_time: 0.0174 memory: 9201 grad_norm: 3.8871 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5488 loss: 2.5488 2022/08/15 19:44:24 - mmengine - INFO - Epoch(train) [177][2200/3757] lr: 2.2221e-02 eta: 1 day, 2:34:27 time: 0.3266 data_time: 0.0172 memory: 9201 grad_norm: 3.8064 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4180 loss: 2.4180 2022/08/15 19:44:57 - mmengine - INFO - Epoch(train) [177][2300/3757] lr: 2.2221e-02 eta: 1 day, 2:33:56 time: 0.3258 data_time: 0.0165 memory: 9201 grad_norm: 3.7755 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1615 loss: 2.1615 2022/08/15 19:45:30 - mmengine - INFO - Epoch(train) [177][2400/3757] lr: 2.2221e-02 eta: 1 day, 2:33:24 time: 0.3248 data_time: 0.0165 memory: 9201 grad_norm: 3.8317 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2749 loss: 2.2749 2022/08/15 19:46:03 - mmengine - INFO - Epoch(train) [177][2500/3757] lr: 2.2221e-02 eta: 1 day, 2:32:52 time: 0.3254 data_time: 0.0177 memory: 9201 grad_norm: 3.8489 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3147 loss: 2.3147 2022/08/15 19:46:35 - mmengine - INFO - Epoch(train) [177][2600/3757] lr: 2.2221e-02 eta: 1 day, 2:32:20 time: 0.3264 data_time: 0.0167 memory: 9201 grad_norm: 3.8403 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4035 loss: 2.4035 2022/08/15 19:47:08 - mmengine - INFO - Epoch(train) [177][2700/3757] lr: 2.2221e-02 eta: 1 day, 2:31:49 time: 0.3260 data_time: 0.0177 memory: 9201 grad_norm: 3.7138 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3266 loss: 2.3266 2022/08/15 19:47:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 19:47:41 - mmengine - INFO - Epoch(train) [177][2800/3757] lr: 2.2221e-02 eta: 1 day, 2:31:17 time: 0.3260 data_time: 0.0172 memory: 9201 grad_norm: 3.8645 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9929 loss: 1.9929 2022/08/15 19:48:14 - mmengine - INFO - Epoch(train) [177][2900/3757] lr: 2.2221e-02 eta: 1 day, 2:30:45 time: 0.3259 data_time: 0.0178 memory: 9201 grad_norm: 3.8267 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4494 loss: 2.4494 2022/08/15 19:48:47 - mmengine - INFO - Epoch(train) [177][3000/3757] lr: 2.2221e-02 eta: 1 day, 2:30:13 time: 0.3257 data_time: 0.0172 memory: 9201 grad_norm: 3.7951 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5430 loss: 2.5430 2022/08/15 19:49:20 - mmengine - INFO - Epoch(train) [177][3100/3757] lr: 2.2221e-02 eta: 1 day, 2:29:42 time: 0.3264 data_time: 0.0176 memory: 9201 grad_norm: 3.7316 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1787 loss: 2.1787 2022/08/15 19:49:53 - mmengine - INFO - Epoch(train) [177][3200/3757] lr: 2.2221e-02 eta: 1 day, 2:29:10 time: 0.3255 data_time: 0.0176 memory: 9201 grad_norm: 3.7449 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1942 loss: 2.1942 2022/08/15 19:50:26 - mmengine - INFO - Epoch(train) [177][3300/3757] lr: 2.2221e-02 eta: 1 day, 2:28:38 time: 0.3271 data_time: 0.0184 memory: 9201 grad_norm: 3.9010 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.2157 loss: 2.2157 2022/08/15 19:50:59 - mmengine - INFO - Epoch(train) [177][3400/3757] lr: 2.2221e-02 eta: 1 day, 2:28:06 time: 0.3268 data_time: 0.0170 memory: 9201 grad_norm: 3.8806 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2255 loss: 2.2255 2022/08/15 19:51:32 - mmengine - INFO - Epoch(train) [177][3500/3757] lr: 2.2221e-02 eta: 1 day, 2:27:34 time: 0.3242 data_time: 0.0166 memory: 9201 grad_norm: 3.8362 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4763 loss: 2.4763 2022/08/15 19:52:05 - mmengine - INFO - Epoch(train) [177][3600/3757] lr: 2.2221e-02 eta: 1 day, 2:27:03 time: 0.3291 data_time: 0.0193 memory: 9201 grad_norm: 3.7391 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1197 loss: 2.1197 2022/08/15 19:52:38 - mmengine - INFO - Epoch(train) [177][3700/3757] lr: 2.2221e-02 eta: 1 day, 2:26:31 time: 0.3274 data_time: 0.0170 memory: 9201 grad_norm: 3.8518 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9996 loss: 1.9996 2022/08/15 19:52:56 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 19:52:56 - mmengine - INFO - Epoch(train) [177][3757/3757] lr: 2.2221e-02 eta: 1 day, 2:26:18 time: 0.3138 data_time: 0.0170 memory: 9201 grad_norm: 3.9199 top1_acc: 0.2857 top5_acc: 0.5714 loss_cls: 2.4678 loss: 2.4678 2022/08/15 19:53:02 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 19:53:31 - mmengine - INFO - Epoch(train) [178][100/3757] lr: 2.1713e-02 eta: 1 day, 2:25:40 time: 0.3266 data_time: 0.0184 memory: 9201 grad_norm: 3.7101 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1336 loss: 2.1336 2022/08/15 19:54:04 - mmengine - INFO - Epoch(train) [178][200/3757] lr: 2.1713e-02 eta: 1 day, 2:25:08 time: 0.3260 data_time: 0.0187 memory: 9201 grad_norm: 3.8462 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3261 loss: 2.3261 2022/08/15 19:54:37 - mmengine - INFO - Epoch(train) [178][300/3757] lr: 2.1713e-02 eta: 1 day, 2:24:36 time: 0.3338 data_time: 0.0177 memory: 9201 grad_norm: 3.8089 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9610 loss: 1.9610 2022/08/15 19:55:11 - mmengine - INFO - Epoch(train) [178][400/3757] lr: 2.1713e-02 eta: 1 day, 2:24:04 time: 0.3252 data_time: 0.0162 memory: 9201 grad_norm: 3.8866 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5177 loss: 2.5177 2022/08/15 19:55:44 - mmengine - INFO - Epoch(train) [178][500/3757] lr: 2.1713e-02 eta: 1 day, 2:23:33 time: 0.3257 data_time: 0.0166 memory: 9201 grad_norm: 3.8548 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4190 loss: 2.4190 2022/08/15 19:56:17 - mmengine - INFO - Epoch(train) [178][600/3757] lr: 2.1713e-02 eta: 1 day, 2:23:01 time: 0.3301 data_time: 0.0189 memory: 9201 grad_norm: 3.7551 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1833 loss: 2.1833 2022/08/15 19:56:49 - mmengine - INFO - Epoch(train) [178][700/3757] lr: 2.1713e-02 eta: 1 day, 2:22:29 time: 0.3248 data_time: 0.0177 memory: 9201 grad_norm: 3.9434 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4421 loss: 2.4421 2022/08/15 19:57:22 - mmengine - INFO - Epoch(train) [178][800/3757] lr: 2.1713e-02 eta: 1 day, 2:21:57 time: 0.3256 data_time: 0.0170 memory: 9201 grad_norm: 3.8856 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.2798 loss: 2.2798 2022/08/15 19:57:55 - mmengine - INFO - Epoch(train) [178][900/3757] lr: 2.1713e-02 eta: 1 day, 2:21:26 time: 0.3283 data_time: 0.0184 memory: 9201 grad_norm: 3.8314 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9392 loss: 1.9392 2022/08/15 19:58:28 - mmengine - INFO - Epoch(train) [178][1000/3757] lr: 2.1713e-02 eta: 1 day, 2:20:54 time: 0.3247 data_time: 0.0172 memory: 9201 grad_norm: 4.0682 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2055 loss: 2.2055 2022/08/15 19:58:32 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 19:59:01 - mmengine - INFO - Epoch(train) [178][1100/3757] lr: 2.1713e-02 eta: 1 day, 2:20:22 time: 0.3259 data_time: 0.0173 memory: 9201 grad_norm: 3.8202 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1512 loss: 2.1512 2022/08/15 19:59:34 - mmengine - INFO - Epoch(train) [178][1200/3757] lr: 2.1713e-02 eta: 1 day, 2:19:50 time: 0.3282 data_time: 0.0179 memory: 9201 grad_norm: 3.8591 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9034 loss: 1.9034 2022/08/15 20:00:07 - mmengine - INFO - Epoch(train) [178][1300/3757] lr: 2.1713e-02 eta: 1 day, 2:19:19 time: 0.3256 data_time: 0.0172 memory: 9201 grad_norm: 3.8808 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3694 loss: 2.3694 2022/08/15 20:00:40 - mmengine - INFO - Epoch(train) [178][1400/3757] lr: 2.1713e-02 eta: 1 day, 2:18:47 time: 0.3260 data_time: 0.0180 memory: 9201 grad_norm: 3.9037 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5118 loss: 2.5118 2022/08/15 20:01:13 - mmengine - INFO - Epoch(train) [178][1500/3757] lr: 2.1713e-02 eta: 1 day, 2:18:15 time: 0.3244 data_time: 0.0170 memory: 9201 grad_norm: 3.8410 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3104 loss: 2.3104 2022/08/15 20:01:46 - mmengine - INFO - Epoch(train) [178][1600/3757] lr: 2.1713e-02 eta: 1 day, 2:17:43 time: 0.3268 data_time: 0.0174 memory: 9201 grad_norm: 3.8129 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2694 loss: 2.2694 2022/08/15 20:02:19 - mmengine - INFO - Epoch(train) [178][1700/3757] lr: 2.1713e-02 eta: 1 day, 2:17:12 time: 0.3333 data_time: 0.0174 memory: 9201 grad_norm: 3.9558 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9710 loss: 2.9710 2022/08/15 20:02:52 - mmengine - INFO - Epoch(train) [178][1800/3757] lr: 2.1713e-02 eta: 1 day, 2:16:40 time: 0.3259 data_time: 0.0173 memory: 9201 grad_norm: 3.9347 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3667 loss: 2.3667 2022/08/15 20:03:25 - mmengine - INFO - Epoch(train) [178][1900/3757] lr: 2.1713e-02 eta: 1 day, 2:16:08 time: 0.3263 data_time: 0.0168 memory: 9201 grad_norm: 3.7655 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3923 loss: 2.3923 2022/08/15 20:03:58 - mmengine - INFO - Epoch(train) [178][2000/3757] lr: 2.1713e-02 eta: 1 day, 2:15:36 time: 0.3262 data_time: 0.0183 memory: 9201 grad_norm: 3.8463 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3169 loss: 2.3169 2022/08/15 20:04:02 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 20:04:31 - mmengine - INFO - Epoch(train) [178][2100/3757] lr: 2.1713e-02 eta: 1 day, 2:15:04 time: 0.3252 data_time: 0.0174 memory: 9201 grad_norm: 3.9121 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5058 loss: 2.5058 2022/08/15 20:05:04 - mmengine - INFO - Epoch(train) [178][2200/3757] lr: 2.1713e-02 eta: 1 day, 2:14:33 time: 0.3253 data_time: 0.0169 memory: 9201 grad_norm: 3.7392 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2375 loss: 2.2375 2022/08/15 20:05:37 - mmengine - INFO - Epoch(train) [178][2300/3757] lr: 2.1713e-02 eta: 1 day, 2:14:01 time: 0.3419 data_time: 0.0170 memory: 9201 grad_norm: 3.8829 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4392 loss: 2.4392 2022/08/15 20:06:10 - mmengine - INFO - Epoch(train) [178][2400/3757] lr: 2.1713e-02 eta: 1 day, 2:13:29 time: 0.3273 data_time: 0.0175 memory: 9201 grad_norm: 3.8107 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3980 loss: 2.3980 2022/08/15 20:06:43 - mmengine - INFO - Epoch(train) [178][2500/3757] lr: 2.1713e-02 eta: 1 day, 2:12:58 time: 0.3243 data_time: 0.0169 memory: 9201 grad_norm: 3.9183 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3903 loss: 2.3903 2022/08/15 20:07:16 - mmengine - INFO - Epoch(train) [178][2600/3757] lr: 2.1713e-02 eta: 1 day, 2:12:26 time: 0.3274 data_time: 0.0177 memory: 9201 grad_norm: 3.9051 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4162 loss: 2.4162 2022/08/15 20:07:49 - mmengine - INFO - Epoch(train) [178][2700/3757] lr: 2.1713e-02 eta: 1 day, 2:11:54 time: 0.3267 data_time: 0.0177 memory: 9201 grad_norm: 3.8390 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1146 loss: 2.1146 2022/08/15 20:08:22 - mmengine - INFO - Epoch(train) [178][2800/3757] lr: 2.1713e-02 eta: 1 day, 2:11:22 time: 0.3260 data_time: 0.0177 memory: 9201 grad_norm: 4.0783 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.2711 loss: 2.2711 2022/08/15 20:08:55 - mmengine - INFO - Epoch(train) [178][2900/3757] lr: 2.1713e-02 eta: 1 day, 2:10:50 time: 0.3271 data_time: 0.0160 memory: 9201 grad_norm: 3.7653 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1433 loss: 2.1433 2022/08/15 20:09:28 - mmengine - INFO - Epoch(train) [178][3000/3757] lr: 2.1713e-02 eta: 1 day, 2:10:19 time: 0.3268 data_time: 0.0174 memory: 9201 grad_norm: 3.8317 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4542 loss: 2.4542 2022/08/15 20:09:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 20:10:00 - mmengine - INFO - Epoch(train) [178][3100/3757] lr: 2.1713e-02 eta: 1 day, 2:09:47 time: 0.3285 data_time: 0.0179 memory: 9201 grad_norm: 3.8918 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2567 loss: 2.2567 2022/08/15 20:10:33 - mmengine - INFO - Epoch(train) [178][3200/3757] lr: 2.1713e-02 eta: 1 day, 2:09:15 time: 0.3257 data_time: 0.0178 memory: 9201 grad_norm: 4.0212 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2483 loss: 2.2483 2022/08/15 20:11:06 - mmengine - INFO - Epoch(train) [178][3300/3757] lr: 2.1713e-02 eta: 1 day, 2:08:43 time: 0.3270 data_time: 0.0177 memory: 9201 grad_norm: 3.9178 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4668 loss: 2.4668 2022/08/15 20:11:39 - mmengine - INFO - Epoch(train) [178][3400/3757] lr: 2.1713e-02 eta: 1 day, 2:08:11 time: 0.3273 data_time: 0.0175 memory: 9201 grad_norm: 3.8083 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2935 loss: 2.2935 2022/08/15 20:12:12 - mmengine - INFO - Epoch(train) [178][3500/3757] lr: 2.1713e-02 eta: 1 day, 2:07:40 time: 0.3273 data_time: 0.0173 memory: 9201 grad_norm: 4.0096 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5058 loss: 2.5058 2022/08/15 20:12:45 - mmengine - INFO - Epoch(train) [178][3600/3757] lr: 2.1713e-02 eta: 1 day, 2:07:08 time: 0.3281 data_time: 0.0183 memory: 9201 grad_norm: 3.8327 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0940 loss: 2.0940 2022/08/15 20:13:18 - mmengine - INFO - Epoch(train) [178][3700/3757] lr: 2.1713e-02 eta: 1 day, 2:06:36 time: 0.3251 data_time: 0.0168 memory: 9201 grad_norm: 3.9876 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2075 loss: 2.2075 2022/08/15 20:13:36 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 20:13:36 - mmengine - INFO - Epoch(train) [178][3757/3757] lr: 2.1713e-02 eta: 1 day, 2:06:23 time: 0.3107 data_time: 0.0171 memory: 9201 grad_norm: 3.9209 top1_acc: 0.4286 top5_acc: 0.8571 loss_cls: 2.4607 loss: 2.4607 2022/08/15 20:14:12 - mmengine - INFO - Epoch(train) [179][100/3757] lr: 2.1210e-02 eta: 1 day, 2:05:45 time: 0.3267 data_time: 0.0168 memory: 9201 grad_norm: 3.8110 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4743 loss: 2.4743 2022/08/15 20:14:44 - mmengine - INFO - Epoch(train) [179][200/3757] lr: 2.1210e-02 eta: 1 day, 2:05:13 time: 0.3246 data_time: 0.0168 memory: 9201 grad_norm: 4.0149 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3635 loss: 2.3635 2022/08/15 20:15:02 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 20:15:18 - mmengine - INFO - Epoch(train) [179][300/3757] lr: 2.1210e-02 eta: 1 day, 2:04:41 time: 0.3321 data_time: 0.0194 memory: 9201 grad_norm: 3.7601 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3544 loss: 2.3544 2022/08/15 20:15:50 - mmengine - INFO - Epoch(train) [179][400/3757] lr: 2.1210e-02 eta: 1 day, 2:04:09 time: 0.3255 data_time: 0.0166 memory: 9201 grad_norm: 3.8733 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3136 loss: 2.3136 2022/08/15 20:16:23 - mmengine - INFO - Epoch(train) [179][500/3757] lr: 2.1210e-02 eta: 1 day, 2:03:38 time: 0.3256 data_time: 0.0180 memory: 9201 grad_norm: 4.0847 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4895 loss: 2.4895 2022/08/15 20:16:56 - mmengine - INFO - Epoch(train) [179][600/3757] lr: 2.1210e-02 eta: 1 day, 2:03:06 time: 0.3255 data_time: 0.0168 memory: 9201 grad_norm: 3.9430 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2407 loss: 2.2407 2022/08/15 20:17:29 - mmengine - INFO - Epoch(train) [179][700/3757] lr: 2.1210e-02 eta: 1 day, 2:02:34 time: 0.3254 data_time: 0.0173 memory: 9201 grad_norm: 3.8752 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1151 loss: 2.1151 2022/08/15 20:18:02 - mmengine - INFO - Epoch(train) [179][800/3757] lr: 2.1210e-02 eta: 1 day, 2:02:02 time: 0.3268 data_time: 0.0173 memory: 9201 grad_norm: 3.8791 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4314 loss: 2.4314 2022/08/15 20:18:35 - mmengine - INFO - Epoch(train) [179][900/3757] lr: 2.1210e-02 eta: 1 day, 2:01:30 time: 0.3252 data_time: 0.0164 memory: 9201 grad_norm: 3.9057 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4913 loss: 2.4913 2022/08/15 20:19:08 - mmengine - INFO - Epoch(train) [179][1000/3757] lr: 2.1210e-02 eta: 1 day, 2:00:59 time: 0.3289 data_time: 0.0180 memory: 9201 grad_norm: 4.0188 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3453 loss: 2.3453 2022/08/15 20:19:42 - mmengine - INFO - Epoch(train) [179][1100/3757] lr: 2.1210e-02 eta: 1 day, 2:00:27 time: 0.3304 data_time: 0.0189 memory: 9201 grad_norm: 3.9048 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0525 loss: 2.0525 2022/08/15 20:20:14 - mmengine - INFO - Epoch(train) [179][1200/3757] lr: 2.1210e-02 eta: 1 day, 1:59:55 time: 0.3260 data_time: 0.0167 memory: 9201 grad_norm: 3.8701 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2555 loss: 2.2555 2022/08/15 20:20:32 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 20:20:47 - mmengine - INFO - Epoch(train) [179][1300/3757] lr: 2.1210e-02 eta: 1 day, 1:59:24 time: 0.3251 data_time: 0.0173 memory: 9201 grad_norm: 3.8887 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2844 loss: 2.2844 2022/08/15 20:21:20 - mmengine - INFO - Epoch(train) [179][1400/3757] lr: 2.1210e-02 eta: 1 day, 1:58:52 time: 0.3290 data_time: 0.0181 memory: 9201 grad_norm: 4.0784 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4198 loss: 2.4198 2022/08/15 20:21:53 - mmengine - INFO - Epoch(train) [179][1500/3757] lr: 2.1210e-02 eta: 1 day, 1:58:20 time: 0.3246 data_time: 0.0166 memory: 9201 grad_norm: 3.8961 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0897 loss: 2.0897 2022/08/15 20:22:26 - mmengine - INFO - Epoch(train) [179][1600/3757] lr: 2.1210e-02 eta: 1 day, 1:57:48 time: 0.3279 data_time: 0.0175 memory: 9201 grad_norm: 4.0823 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4577 loss: 2.4577 2022/08/15 20:22:59 - mmengine - INFO - Epoch(train) [179][1700/3757] lr: 2.1210e-02 eta: 1 day, 1:57:17 time: 0.3268 data_time: 0.0191 memory: 9201 grad_norm: 3.9224 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2541 loss: 2.2541 2022/08/15 20:23:32 - mmengine - INFO - Epoch(train) [179][1800/3757] lr: 2.1210e-02 eta: 1 day, 1:56:45 time: 0.3248 data_time: 0.0171 memory: 9201 grad_norm: 3.9280 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3073 loss: 2.3073 2022/08/15 20:24:05 - mmengine - INFO - Epoch(train) [179][1900/3757] lr: 2.1210e-02 eta: 1 day, 1:56:13 time: 0.3259 data_time: 0.0173 memory: 9201 grad_norm: 3.9736 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.9840 loss: 1.9840 2022/08/15 20:24:38 - mmengine - INFO - Epoch(train) [179][2000/3757] lr: 2.1210e-02 eta: 1 day, 1:55:41 time: 0.3274 data_time: 0.0183 memory: 9201 grad_norm: 3.9488 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1246 loss: 2.1246 2022/08/15 20:25:11 - mmengine - INFO - Epoch(train) [179][2100/3757] lr: 2.1210e-02 eta: 1 day, 1:55:09 time: 0.3271 data_time: 0.0176 memory: 9201 grad_norm: 3.8867 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3743 loss: 2.3743 2022/08/15 20:25:44 - mmengine - INFO - Epoch(train) [179][2200/3757] lr: 2.1210e-02 eta: 1 day, 1:54:38 time: 0.3263 data_time: 0.0170 memory: 9201 grad_norm: 3.9341 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9962 loss: 1.9962 2022/08/15 20:26:02 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 20:26:17 - mmengine - INFO - Epoch(train) [179][2300/3757] lr: 2.1210e-02 eta: 1 day, 1:54:06 time: 0.3399 data_time: 0.0168 memory: 9201 grad_norm: 3.9617 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3692 loss: 2.3692 2022/08/15 20:26:50 - mmengine - INFO - Epoch(train) [179][2400/3757] lr: 2.1210e-02 eta: 1 day, 1:53:34 time: 0.3287 data_time: 0.0181 memory: 9201 grad_norm: 3.9587 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9358 loss: 1.9358 2022/08/15 20:27:23 - mmengine - INFO - Epoch(train) [179][2500/3757] lr: 2.1210e-02 eta: 1 day, 1:53:02 time: 0.3280 data_time: 0.0174 memory: 9201 grad_norm: 3.9724 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4926 loss: 2.4926 2022/08/15 20:27:56 - mmengine - INFO - Epoch(train) [179][2600/3757] lr: 2.1210e-02 eta: 1 day, 1:52:31 time: 0.3259 data_time: 0.0168 memory: 9201 grad_norm: 3.8738 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0389 loss: 2.0389 2022/08/15 20:28:29 - mmengine - INFO - Epoch(train) [179][2700/3757] lr: 2.1210e-02 eta: 1 day, 1:51:59 time: 0.3271 data_time: 0.0188 memory: 9201 grad_norm: 4.0963 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7352 loss: 2.7352 2022/08/15 20:29:02 - mmengine - INFO - Epoch(train) [179][2800/3757] lr: 2.1210e-02 eta: 1 day, 1:51:27 time: 0.3278 data_time: 0.0180 memory: 9201 grad_norm: 3.6979 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2245 loss: 2.2245 2022/08/15 20:29:35 - mmengine - INFO - Epoch(train) [179][2900/3757] lr: 2.1210e-02 eta: 1 day, 1:50:55 time: 0.3261 data_time: 0.0179 memory: 9201 grad_norm: 3.9210 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2074 loss: 2.2074 2022/08/15 20:30:08 - mmengine - INFO - Epoch(train) [179][3000/3757] lr: 2.1210e-02 eta: 1 day, 1:50:23 time: 0.3297 data_time: 0.0183 memory: 9201 grad_norm: 3.8823 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1633 loss: 2.1633 2022/08/15 20:30:41 - mmengine - INFO - Epoch(train) [179][3100/3757] lr: 2.1210e-02 eta: 1 day, 1:49:52 time: 0.3286 data_time: 0.0180 memory: 9201 grad_norm: 3.8783 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0470 loss: 2.0470 2022/08/15 20:31:14 - mmengine - INFO - Epoch(train) [179][3200/3757] lr: 2.1210e-02 eta: 1 day, 1:49:20 time: 0.3265 data_time: 0.0179 memory: 9201 grad_norm: 3.9179 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2889 loss: 2.2889 2022/08/15 20:31:32 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 20:31:47 - mmengine - INFO - Epoch(train) [179][3300/3757] lr: 2.1210e-02 eta: 1 day, 1:48:48 time: 0.3248 data_time: 0.0179 memory: 9201 grad_norm: 3.7662 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2817 loss: 2.2817 2022/08/15 20:32:20 - mmengine - INFO - Epoch(train) [179][3400/3757] lr: 2.1210e-02 eta: 1 day, 1:48:16 time: 0.3283 data_time: 0.0176 memory: 9201 grad_norm: 3.8803 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4861 loss: 2.4861 2022/08/15 20:32:53 - mmengine - INFO - Epoch(train) [179][3500/3757] lr: 2.1210e-02 eta: 1 day, 1:47:45 time: 0.3289 data_time: 0.0174 memory: 9201 grad_norm: 3.8549 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1051 loss: 2.1051 2022/08/15 20:33:25 - mmengine - INFO - Epoch(train) [179][3600/3757] lr: 2.1210e-02 eta: 1 day, 1:47:13 time: 0.3244 data_time: 0.0169 memory: 9201 grad_norm: 3.8595 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3851 loss: 2.3851 2022/08/15 20:33:58 - mmengine - INFO - Epoch(train) [179][3700/3757] lr: 2.1210e-02 eta: 1 day, 1:46:41 time: 0.3254 data_time: 0.0168 memory: 9201 grad_norm: 4.0073 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3568 loss: 2.3568 2022/08/15 20:34:17 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 20:34:17 - mmengine - INFO - Epoch(train) [179][3757/3757] lr: 2.1210e-02 eta: 1 day, 1:46:28 time: 0.3098 data_time: 0.0174 memory: 9201 grad_norm: 3.8651 top1_acc: 0.1429 top5_acc: 0.7143 loss_cls: 2.2746 loss: 2.2746 2022/08/15 20:34:52 - mmengine - INFO - Epoch(train) [180][100/3757] lr: 2.0710e-02 eta: 1 day, 1:45:50 time: 0.3277 data_time: 0.0161 memory: 9201 grad_norm: 3.8362 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2528 loss: 2.2528 2022/08/15 20:35:25 - mmengine - INFO - Epoch(train) [180][200/3757] lr: 2.0710e-02 eta: 1 day, 1:45:18 time: 0.3258 data_time: 0.0167 memory: 9201 grad_norm: 3.9230 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.4031 loss: 2.4031 2022/08/15 20:35:58 - mmengine - INFO - Epoch(train) [180][300/3757] lr: 2.0710e-02 eta: 1 day, 1:44:46 time: 0.3329 data_time: 0.0183 memory: 9201 grad_norm: 3.9541 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1491 loss: 2.1491 2022/08/15 20:36:31 - mmengine - INFO - Epoch(train) [180][400/3757] lr: 2.0710e-02 eta: 1 day, 1:44:14 time: 0.3278 data_time: 0.0188 memory: 9201 grad_norm: 3.9749 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2812 loss: 2.2812 2022/08/15 20:37:03 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 20:37:04 - mmengine - INFO - Epoch(train) [180][500/3757] lr: 2.0710e-02 eta: 1 day, 1:43:42 time: 0.3265 data_time: 0.0179 memory: 9201 grad_norm: 3.8303 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2002 loss: 2.2002 2022/08/15 20:37:37 - mmengine - INFO - Epoch(train) [180][600/3757] lr: 2.0710e-02 eta: 1 day, 1:43:11 time: 0.3271 data_time: 0.0170 memory: 9201 grad_norm: 4.0067 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2216 loss: 2.2216 2022/08/15 20:38:10 - mmengine - INFO - Epoch(train) [180][700/3757] lr: 2.0710e-02 eta: 1 day, 1:42:39 time: 0.3275 data_time: 0.0174 memory: 9201 grad_norm: 3.9272 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0634 loss: 2.0634 2022/08/15 20:38:43 - mmengine - INFO - Epoch(train) [180][800/3757] lr: 2.0710e-02 eta: 1 day, 1:42:07 time: 0.3269 data_time: 0.0177 memory: 9201 grad_norm: 3.9513 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2066 loss: 2.2066 2022/08/15 20:39:16 - mmengine - INFO - Epoch(train) [180][900/3757] lr: 2.0710e-02 eta: 1 day, 1:41:35 time: 0.3260 data_time: 0.0173 memory: 9201 grad_norm: 3.9291 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2138 loss: 2.2138 2022/08/15 20:39:49 - mmengine - INFO - Epoch(train) [180][1000/3757] lr: 2.0710e-02 eta: 1 day, 1:41:04 time: 0.3253 data_time: 0.0172 memory: 9201 grad_norm: 4.0032 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1343 loss: 2.1343 2022/08/15 20:40:22 - mmengine - INFO - Epoch(train) [180][1100/3757] lr: 2.0710e-02 eta: 1 day, 1:40:32 time: 0.3352 data_time: 0.0181 memory: 9201 grad_norm: 3.8219 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3520 loss: 2.3520 2022/08/15 20:40:55 - mmengine - INFO - Epoch(train) [180][1200/3757] lr: 2.0710e-02 eta: 1 day, 1:40:00 time: 0.3242 data_time: 0.0164 memory: 9201 grad_norm: 3.9570 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0211 loss: 2.0211 2022/08/15 20:41:28 - mmengine - INFO - Epoch(train) [180][1300/3757] lr: 2.0710e-02 eta: 1 day, 1:39:28 time: 0.3243 data_time: 0.0168 memory: 9201 grad_norm: 3.8536 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1753 loss: 2.1753 2022/08/15 20:42:01 - mmengine - INFO - Epoch(train) [180][1400/3757] lr: 2.0710e-02 eta: 1 day, 1:38:57 time: 0.3270 data_time: 0.0179 memory: 9201 grad_norm: 3.9941 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2386 loss: 2.2386 2022/08/15 20:42:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 20:42:34 - mmengine - INFO - Epoch(train) [180][1500/3757] lr: 2.0710e-02 eta: 1 day, 1:38:25 time: 0.3344 data_time: 0.0184 memory: 9201 grad_norm: 3.9699 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2938 loss: 2.2938 2022/08/15 20:43:07 - mmengine - INFO - Epoch(train) [180][1600/3757] lr: 2.0710e-02 eta: 1 day, 1:37:53 time: 0.3274 data_time: 0.0167 memory: 9201 grad_norm: 3.9330 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6207 loss: 2.6207 2022/08/15 20:43:40 - mmengine - INFO - Epoch(train) [180][1700/3757] lr: 2.0710e-02 eta: 1 day, 1:37:21 time: 0.3259 data_time: 0.0165 memory: 9201 grad_norm: 3.9429 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2732 loss: 2.2732 2022/08/15 20:44:13 - mmengine - INFO - Epoch(train) [180][1800/3757] lr: 2.0710e-02 eta: 1 day, 1:36:49 time: 0.3311 data_time: 0.0171 memory: 9201 grad_norm: 3.8658 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0932 loss: 2.0932 2022/08/15 20:44:46 - mmengine - INFO - Epoch(train) [180][1900/3757] lr: 2.0710e-02 eta: 1 day, 1:36:18 time: 0.3255 data_time: 0.0175 memory: 9201 grad_norm: 3.7771 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0528 loss: 2.0528 2022/08/15 20:45:19 - mmengine - INFO - Epoch(train) [180][2000/3757] lr: 2.0710e-02 eta: 1 day, 1:35:46 time: 0.3353 data_time: 0.0176 memory: 9201 grad_norm: 3.9441 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.1906 loss: 2.1906 2022/08/15 20:45:52 - mmengine - INFO - Epoch(train) [180][2100/3757] lr: 2.0710e-02 eta: 1 day, 1:35:14 time: 0.3272 data_time: 0.0181 memory: 9201 grad_norm: 3.8903 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1982 loss: 2.1982 2022/08/15 20:46:25 - mmengine - INFO - Epoch(train) [180][2200/3757] lr: 2.0710e-02 eta: 1 day, 1:34:42 time: 0.3254 data_time: 0.0171 memory: 9201 grad_norm: 3.9245 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3849 loss: 2.3849 2022/08/15 20:46:58 - mmengine - INFO - Epoch(train) [180][2300/3757] lr: 2.0710e-02 eta: 1 day, 1:34:11 time: 0.3262 data_time: 0.0167 memory: 9201 grad_norm: 3.9419 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3595 loss: 2.3595 2022/08/15 20:47:31 - mmengine - INFO - Epoch(train) [180][2400/3757] lr: 2.0710e-02 eta: 1 day, 1:33:39 time: 0.3271 data_time: 0.0177 memory: 9201 grad_norm: 3.9043 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1423 loss: 2.1423 2022/08/15 20:48:03 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 20:48:04 - mmengine - INFO - Epoch(train) [180][2500/3757] lr: 2.0710e-02 eta: 1 day, 1:33:07 time: 0.3306 data_time: 0.0182 memory: 9201 grad_norm: 3.9166 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1576 loss: 2.1576 2022/08/15 20:48:37 - mmengine - INFO - Epoch(train) [180][2600/3757] lr: 2.0710e-02 eta: 1 day, 1:32:35 time: 0.3261 data_time: 0.0173 memory: 9201 grad_norm: 3.9972 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3547 loss: 2.3547 2022/08/15 20:49:10 - mmengine - INFO - Epoch(train) [180][2700/3757] lr: 2.0710e-02 eta: 1 day, 1:32:04 time: 0.3267 data_time: 0.0188 memory: 9201 grad_norm: 3.9744 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4368 loss: 2.4368 2022/08/15 20:49:43 - mmengine - INFO - Epoch(train) [180][2800/3757] lr: 2.0710e-02 eta: 1 day, 1:31:32 time: 0.3298 data_time: 0.0170 memory: 9201 grad_norm: 3.9964 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3211 loss: 2.3211 2022/08/15 20:50:16 - mmengine - INFO - Epoch(train) [180][2900/3757] lr: 2.0710e-02 eta: 1 day, 1:31:00 time: 0.3264 data_time: 0.0188 memory: 9201 grad_norm: 4.0496 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3016 loss: 2.3016 2022/08/15 20:50:49 - mmengine - INFO - Epoch(train) [180][3000/3757] lr: 2.0710e-02 eta: 1 day, 1:30:28 time: 0.3254 data_time: 0.0173 memory: 9201 grad_norm: 3.9837 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4764 loss: 2.4764 2022/08/15 20:51:22 - mmengine - INFO - Epoch(train) [180][3100/3757] lr: 2.0710e-02 eta: 1 day, 1:29:56 time: 0.3270 data_time: 0.0184 memory: 9201 grad_norm: 3.9653 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1563 loss: 2.1563 2022/08/15 20:51:55 - mmengine - INFO - Epoch(train) [180][3200/3757] lr: 2.0710e-02 eta: 1 day, 1:29:25 time: 0.3256 data_time: 0.0171 memory: 9201 grad_norm: 3.8919 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.6271 loss: 2.6271 2022/08/15 20:52:28 - mmengine - INFO - Epoch(train) [180][3300/3757] lr: 2.0710e-02 eta: 1 day, 1:28:53 time: 0.3275 data_time: 0.0167 memory: 9201 grad_norm: 3.9165 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3779 loss: 2.3779 2022/08/15 20:53:01 - mmengine - INFO - Epoch(train) [180][3400/3757] lr: 2.0710e-02 eta: 1 day, 1:28:21 time: 0.3336 data_time: 0.0173 memory: 9201 grad_norm: 4.0101 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1287 loss: 2.1287 2022/08/15 20:53:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 20:53:34 - mmengine - INFO - Epoch(train) [180][3500/3757] lr: 2.0710e-02 eta: 1 day, 1:27:49 time: 0.3260 data_time: 0.0177 memory: 9201 grad_norm: 3.9610 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0509 loss: 2.0509 2022/08/15 20:54:07 - mmengine - INFO - Epoch(train) [180][3600/3757] lr: 2.0710e-02 eta: 1 day, 1:27:18 time: 0.3246 data_time: 0.0157 memory: 9201 grad_norm: 4.0224 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1785 loss: 2.1785 2022/08/15 20:54:40 - mmengine - INFO - Epoch(train) [180][3700/3757] lr: 2.0710e-02 eta: 1 day, 1:26:46 time: 0.3273 data_time: 0.0177 memory: 9201 grad_norm: 3.8632 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2456 loss: 2.2456 2022/08/15 20:54:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 20:54:59 - mmengine - INFO - Epoch(train) [180][3757/3757] lr: 2.0710e-02 eta: 1 day, 1:26:33 time: 0.3105 data_time: 0.0163 memory: 9201 grad_norm: 3.9930 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 2.5298 loss: 2.5298 2022/08/15 20:54:59 - mmengine - INFO - Saving checkpoint at 180 epochs 2022/08/15 20:55:26 - mmengine - INFO - Epoch(val) [180][100/310] eta: 0:00:45 time: 0.2163 data_time: 0.1083 memory: 1522 2022/08/15 20:55:47 - mmengine - INFO - Epoch(val) [180][200/310] eta: 0:00:21 time: 0.1924 data_time: 0.0812 memory: 1522 2022/08/15 20:56:06 - mmengine - INFO - Epoch(val) [180][300/310] eta: 0:00:01 time: 0.1280 data_time: 0.0378 memory: 1522 2022/08/15 20:56:09 - mmengine - INFO - Epoch(val) [180][310/310] acc/top1: 0.5585 acc/top5: 0.8037 acc/mean1: 0.5585 2022/08/15 20:56:09 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb/best_acc/top1_epoch_176.pth is removed 2022/08/15 20:56:12 - mmengine - INFO - The best checkpoint with 0.5585 acc/top1 at 181 epoch is saved to best_acc/top1_epoch_181.pth. 2022/08/15 20:56:46 - mmengine - INFO - Epoch(train) [181][100/3757] lr: 2.0215e-02 eta: 1 day, 1:25:54 time: 0.3244 data_time: 0.0178 memory: 9201 grad_norm: 3.9287 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2544 loss: 2.2544 2022/08/15 20:57:18 - mmengine - INFO - Epoch(train) [181][200/3757] lr: 2.0215e-02 eta: 1 day, 1:25:22 time: 0.3244 data_time: 0.0161 memory: 9201 grad_norm: 4.0194 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4553 loss: 2.4553 2022/08/15 20:57:51 - mmengine - INFO - Epoch(train) [181][300/3757] lr: 2.0215e-02 eta: 1 day, 1:24:50 time: 0.3251 data_time: 0.0176 memory: 9201 grad_norm: 3.9854 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1945 loss: 2.1945 2022/08/15 20:58:24 - mmengine - INFO - Epoch(train) [181][400/3757] lr: 2.0215e-02 eta: 1 day, 1:24:18 time: 0.3254 data_time: 0.0165 memory: 9201 grad_norm: 3.9878 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3831 loss: 2.3831 2022/08/15 20:58:57 - mmengine - INFO - Epoch(train) [181][500/3757] lr: 2.0215e-02 eta: 1 day, 1:23:47 time: 0.3257 data_time: 0.0171 memory: 9201 grad_norm: 3.8960 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2496 loss: 2.2496 2022/08/15 20:59:30 - mmengine - INFO - Epoch(train) [181][600/3757] lr: 2.0215e-02 eta: 1 day, 1:23:15 time: 0.3270 data_time: 0.0188 memory: 9201 grad_norm: 3.9295 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1807 loss: 2.1807 2022/08/15 21:00:03 - mmengine - INFO - Epoch(train) [181][700/3757] lr: 2.0215e-02 eta: 1 day, 1:22:43 time: 0.3286 data_time: 0.0175 memory: 9201 grad_norm: 3.8500 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1733 loss: 2.1733 2022/08/15 21:00:16 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 21:00:36 - mmengine - INFO - Epoch(train) [181][800/3757] lr: 2.0215e-02 eta: 1 day, 1:22:11 time: 0.3303 data_time: 0.0189 memory: 9201 grad_norm: 3.9625 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5142 loss: 2.5142 2022/08/15 21:01:09 - mmengine - INFO - Epoch(train) [181][900/3757] lr: 2.0215e-02 eta: 1 day, 1:21:40 time: 0.3268 data_time: 0.0167 memory: 9201 grad_norm: 3.9231 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2061 loss: 2.2061 2022/08/15 21:01:42 - mmengine - INFO - Epoch(train) [181][1000/3757] lr: 2.0215e-02 eta: 1 day, 1:21:08 time: 0.3295 data_time: 0.0179 memory: 9201 grad_norm: 4.1030 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4585 loss: 2.4585 2022/08/15 21:02:15 - mmengine - INFO - Epoch(train) [181][1100/3757] lr: 2.0215e-02 eta: 1 day, 1:20:36 time: 0.3262 data_time: 0.0173 memory: 9201 grad_norm: 4.1112 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4253 loss: 2.4253 2022/08/15 21:02:48 - mmengine - INFO - Epoch(train) [181][1200/3757] lr: 2.0215e-02 eta: 1 day, 1:20:04 time: 0.3259 data_time: 0.0157 memory: 9201 grad_norm: 3.8307 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2329 loss: 2.2329 2022/08/15 21:03:21 - mmengine - INFO - Epoch(train) [181][1300/3757] lr: 2.0215e-02 eta: 1 day, 1:19:32 time: 0.3265 data_time: 0.0182 memory: 9201 grad_norm: 4.0648 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1450 loss: 2.1450 2022/08/15 21:03:54 - mmengine - INFO - Epoch(train) [181][1400/3757] lr: 2.0215e-02 eta: 1 day, 1:19:01 time: 0.3257 data_time: 0.0163 memory: 9201 grad_norm: 3.9146 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2000 loss: 2.2000 2022/08/15 21:04:27 - mmengine - INFO - Epoch(train) [181][1500/3757] lr: 2.0215e-02 eta: 1 day, 1:18:29 time: 0.3280 data_time: 0.0177 memory: 9201 grad_norm: 4.0012 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5973 loss: 2.5973 2022/08/15 21:05:00 - mmengine - INFO - Epoch(train) [181][1600/3757] lr: 2.0215e-02 eta: 1 day, 1:17:57 time: 0.3252 data_time: 0.0171 memory: 9201 grad_norm: 3.9805 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1969 loss: 2.1969 2022/08/15 21:05:33 - mmengine - INFO - Epoch(train) [181][1700/3757] lr: 2.0215e-02 eta: 1 day, 1:17:25 time: 0.3281 data_time: 0.0182 memory: 9201 grad_norm: 3.9283 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 1.8763 loss: 1.8763 2022/08/15 21:05:46 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 21:06:06 - mmengine - INFO - Epoch(train) [181][1800/3757] lr: 2.0215e-02 eta: 1 day, 1:16:53 time: 0.3269 data_time: 0.0175 memory: 9201 grad_norm: 4.0277 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3447 loss: 2.3447 2022/08/15 21:06:39 - mmengine - INFO - Epoch(train) [181][1900/3757] lr: 2.0215e-02 eta: 1 day, 1:16:22 time: 0.3263 data_time: 0.0175 memory: 9201 grad_norm: 3.8360 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4329 loss: 2.4329 2022/08/15 21:07:12 - mmengine - INFO - Epoch(train) [181][2000/3757] lr: 2.0215e-02 eta: 1 day, 1:15:50 time: 0.3253 data_time: 0.0168 memory: 9201 grad_norm: 4.0455 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6479 loss: 2.6479 2022/08/15 21:07:45 - mmengine - INFO - Epoch(train) [181][2100/3757] lr: 2.0215e-02 eta: 1 day, 1:15:18 time: 0.3304 data_time: 0.0181 memory: 9201 grad_norm: 3.9403 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3317 loss: 2.3317 2022/08/15 21:08:18 - mmengine - INFO - Epoch(train) [181][2200/3757] lr: 2.0215e-02 eta: 1 day, 1:14:46 time: 0.3271 data_time: 0.0178 memory: 9201 grad_norm: 4.0062 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2680 loss: 2.2680 2022/08/15 21:08:51 - mmengine - INFO - Epoch(train) [181][2300/3757] lr: 2.0215e-02 eta: 1 day, 1:14:15 time: 0.3307 data_time: 0.0165 memory: 9201 grad_norm: 3.9164 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0971 loss: 2.0971 2022/08/15 21:09:24 - mmengine - INFO - Epoch(train) [181][2400/3757] lr: 2.0215e-02 eta: 1 day, 1:13:43 time: 0.3295 data_time: 0.0181 memory: 9201 grad_norm: 3.9768 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0891 loss: 2.0891 2022/08/15 21:09:57 - mmengine - INFO - Epoch(train) [181][2500/3757] lr: 2.0215e-02 eta: 1 day, 1:13:11 time: 0.3287 data_time: 0.0166 memory: 9201 grad_norm: 3.8821 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0514 loss: 2.0514 2022/08/15 21:10:30 - mmengine - INFO - Epoch(train) [181][2600/3757] lr: 2.0215e-02 eta: 1 day, 1:12:39 time: 0.3268 data_time: 0.0179 memory: 9201 grad_norm: 3.7927 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9555 loss: 1.9555 2022/08/15 21:11:03 - mmengine - INFO - Epoch(train) [181][2700/3757] lr: 2.0215e-02 eta: 1 day, 1:12:08 time: 0.3342 data_time: 0.0169 memory: 9201 grad_norm: 3.9549 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2846 loss: 2.2846 2022/08/15 21:11:16 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 21:11:36 - mmengine - INFO - Epoch(train) [181][2800/3757] lr: 2.0215e-02 eta: 1 day, 1:11:36 time: 0.3299 data_time: 0.0188 memory: 9201 grad_norm: 3.9678 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4713 loss: 2.4713 2022/08/15 21:12:09 - mmengine - INFO - Epoch(train) [181][2900/3757] lr: 2.0215e-02 eta: 1 day, 1:11:04 time: 0.3259 data_time: 0.0172 memory: 9201 grad_norm: 3.9680 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2556 loss: 2.2556 2022/08/15 21:12:42 - mmengine - INFO - Epoch(train) [181][3000/3757] lr: 2.0215e-02 eta: 1 day, 1:10:32 time: 0.3279 data_time: 0.0170 memory: 9201 grad_norm: 3.9713 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2357 loss: 2.2357 2022/08/15 21:13:15 - mmengine - INFO - Epoch(train) [181][3100/3757] lr: 2.0215e-02 eta: 1 day, 1:10:00 time: 0.3292 data_time: 0.0171 memory: 9201 grad_norm: 3.9420 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0285 loss: 2.0285 2022/08/15 21:13:48 - mmengine - INFO - Epoch(train) [181][3200/3757] lr: 2.0215e-02 eta: 1 day, 1:09:29 time: 0.3258 data_time: 0.0168 memory: 9201 grad_norm: 3.9643 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2221 loss: 2.2221 2022/08/15 21:14:21 - mmengine - INFO - Epoch(train) [181][3300/3757] lr: 2.0215e-02 eta: 1 day, 1:08:57 time: 0.3258 data_time: 0.0173 memory: 9201 grad_norm: 3.8738 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2017 loss: 2.2017 2022/08/15 21:14:54 - mmengine - INFO - Epoch(train) [181][3400/3757] lr: 2.0215e-02 eta: 1 day, 1:08:25 time: 0.3290 data_time: 0.0174 memory: 9201 grad_norm: 3.9473 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1372 loss: 2.1372 2022/08/15 21:15:27 - mmengine - INFO - Epoch(train) [181][3500/3757] lr: 2.0215e-02 eta: 1 day, 1:07:53 time: 0.3281 data_time: 0.0183 memory: 9201 grad_norm: 4.0663 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.3948 loss: 2.3948 2022/08/15 21:16:00 - mmengine - INFO - Epoch(train) [181][3600/3757] lr: 2.0215e-02 eta: 1 day, 1:07:21 time: 0.3270 data_time: 0.0165 memory: 9201 grad_norm: 3.9334 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0416 loss: 2.0416 2022/08/15 21:16:33 - mmengine - INFO - Epoch(train) [181][3700/3757] lr: 2.0215e-02 eta: 1 day, 1:06:50 time: 0.3254 data_time: 0.0179 memory: 9201 grad_norm: 3.8733 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1605 loss: 2.1605 2022/08/15 21:16:46 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 21:16:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 21:16:52 - mmengine - INFO - Epoch(train) [181][3757/3757] lr: 2.0215e-02 eta: 1 day, 1:06:37 time: 0.3097 data_time: 0.0171 memory: 9201 grad_norm: 4.0197 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 2.2821 loss: 2.2821 2022/08/15 21:17:27 - mmengine - INFO - Epoch(train) [182][100/3757] lr: 1.9724e-02 eta: 1 day, 1:05:58 time: 0.3280 data_time: 0.0183 memory: 9201 grad_norm: 4.1093 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9824 loss: 1.9824 2022/08/15 21:18:00 - mmengine - INFO - Epoch(train) [182][200/3757] lr: 1.9724e-02 eta: 1 day, 1:05:27 time: 0.3263 data_time: 0.0174 memory: 9201 grad_norm: 3.8559 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4084 loss: 2.4084 2022/08/15 21:18:33 - mmengine - INFO - Epoch(train) [182][300/3757] lr: 1.9724e-02 eta: 1 day, 1:04:55 time: 0.3278 data_time: 0.0186 memory: 9201 grad_norm: 3.9993 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5250 loss: 2.5250 2022/08/15 21:19:06 - mmengine - INFO - Epoch(train) [182][400/3757] lr: 1.9724e-02 eta: 1 day, 1:04:23 time: 0.3262 data_time: 0.0170 memory: 9201 grad_norm: 3.9147 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1896 loss: 2.1896 2022/08/15 21:19:39 - mmengine - INFO - Epoch(train) [182][500/3757] lr: 1.9724e-02 eta: 1 day, 1:03:51 time: 0.3265 data_time: 0.0176 memory: 9201 grad_norm: 3.9451 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3309 loss: 2.3309 2022/08/15 21:20:11 - mmengine - INFO - Epoch(train) [182][600/3757] lr: 1.9724e-02 eta: 1 day, 1:03:19 time: 0.3260 data_time: 0.0170 memory: 9201 grad_norm: 4.0737 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3722 loss: 2.3722 2022/08/15 21:20:44 - mmengine - INFO - Epoch(train) [182][700/3757] lr: 1.9724e-02 eta: 1 day, 1:02:48 time: 0.3245 data_time: 0.0174 memory: 9201 grad_norm: 4.1169 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3106 loss: 2.3106 2022/08/15 21:21:17 - mmengine - INFO - Epoch(train) [182][800/3757] lr: 1.9724e-02 eta: 1 day, 1:02:16 time: 0.3333 data_time: 0.0174 memory: 9201 grad_norm: 4.0172 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2177 loss: 2.2177 2022/08/15 21:21:50 - mmengine - INFO - Epoch(train) [182][900/3757] lr: 1.9724e-02 eta: 1 day, 1:01:44 time: 0.3274 data_time: 0.0184 memory: 9201 grad_norm: 3.9878 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1658 loss: 2.1658 2022/08/15 21:22:18 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 21:22:23 - mmengine - INFO - Epoch(train) [182][1000/3757] lr: 1.9724e-02 eta: 1 day, 1:01:12 time: 0.3271 data_time: 0.0196 memory: 9201 grad_norm: 3.8939 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.1758 loss: 2.1758 2022/08/15 21:22:56 - mmengine - INFO - Epoch(train) [182][1100/3757] lr: 1.9724e-02 eta: 1 day, 1:00:40 time: 0.3259 data_time: 0.0169 memory: 9201 grad_norm: 3.9915 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4089 loss: 2.4089 2022/08/15 21:23:29 - mmengine - INFO - Epoch(train) [182][1200/3757] lr: 1.9724e-02 eta: 1 day, 1:00:08 time: 0.3275 data_time: 0.0174 memory: 9201 grad_norm: 4.0824 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2405 loss: 2.2405 2022/08/15 21:24:02 - mmengine - INFO - Epoch(train) [182][1300/3757] lr: 1.9724e-02 eta: 1 day, 0:59:37 time: 0.3272 data_time: 0.0180 memory: 9201 grad_norm: 3.9057 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9793 loss: 1.9793 2022/08/15 21:24:35 - mmengine - INFO - Epoch(train) [182][1400/3757] lr: 1.9724e-02 eta: 1 day, 0:59:05 time: 0.3274 data_time: 0.0183 memory: 9201 grad_norm: 3.8848 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1128 loss: 2.1128 2022/08/15 21:25:08 - mmengine - INFO - Epoch(train) [182][1500/3757] lr: 1.9724e-02 eta: 1 day, 0:58:33 time: 0.3262 data_time: 0.0174 memory: 9201 grad_norm: 4.0426 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.1267 loss: 2.1267 2022/08/15 21:25:41 - mmengine - INFO - Epoch(train) [182][1600/3757] lr: 1.9724e-02 eta: 1 day, 0:58:01 time: 0.3254 data_time: 0.0174 memory: 9201 grad_norm: 3.9667 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4855 loss: 2.4855 2022/08/15 21:26:14 - mmengine - INFO - Epoch(train) [182][1700/3757] lr: 1.9724e-02 eta: 1 day, 0:57:30 time: 0.3268 data_time: 0.0180 memory: 9201 grad_norm: 3.8912 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1787 loss: 2.1787 2022/08/15 21:26:47 - mmengine - INFO - Epoch(train) [182][1800/3757] lr: 1.9724e-02 eta: 1 day, 0:56:58 time: 0.3271 data_time: 0.0189 memory: 9201 grad_norm: 4.0256 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5391 loss: 2.5391 2022/08/15 21:27:20 - mmengine - INFO - Epoch(train) [182][1900/3757] lr: 1.9724e-02 eta: 1 day, 0:56:26 time: 0.3256 data_time: 0.0173 memory: 9201 grad_norm: 3.9941 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0820 loss: 2.0820 2022/08/15 21:27:47 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 21:27:53 - mmengine - INFO - Epoch(train) [182][2000/3757] lr: 1.9724e-02 eta: 1 day, 0:55:54 time: 0.3268 data_time: 0.0172 memory: 9201 grad_norm: 4.0352 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2467 loss: 2.2467 2022/08/15 21:28:26 - mmengine - INFO - Epoch(train) [182][2100/3757] lr: 1.9724e-02 eta: 1 day, 0:55:22 time: 0.3283 data_time: 0.0177 memory: 9201 grad_norm: 3.9596 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3975 loss: 2.3975 2022/08/15 21:28:59 - mmengine - INFO - Epoch(train) [182][2200/3757] lr: 1.9724e-02 eta: 1 day, 0:54:50 time: 0.3248 data_time: 0.0165 memory: 9201 grad_norm: 3.9524 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2649 loss: 2.2649 2022/08/15 21:29:32 - mmengine - INFO - Epoch(train) [182][2300/3757] lr: 1.9724e-02 eta: 1 day, 0:54:19 time: 0.3265 data_time: 0.0167 memory: 9201 grad_norm: 4.0043 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2760 loss: 2.2760 2022/08/15 21:30:05 - mmengine - INFO - Epoch(train) [182][2400/3757] lr: 1.9724e-02 eta: 1 day, 0:53:47 time: 0.3299 data_time: 0.0186 memory: 9201 grad_norm: 4.1479 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3519 loss: 2.3519 2022/08/15 21:30:38 - mmengine - INFO - Epoch(train) [182][2500/3757] lr: 1.9724e-02 eta: 1 day, 0:53:15 time: 0.3272 data_time: 0.0179 memory: 9201 grad_norm: 4.0623 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3641 loss: 2.3641 2022/08/15 21:31:11 - mmengine - INFO - Epoch(train) [182][2600/3757] lr: 1.9724e-02 eta: 1 day, 0:52:43 time: 0.3256 data_time: 0.0172 memory: 9201 grad_norm: 4.0864 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3268 loss: 2.3268 2022/08/15 21:31:44 - mmengine - INFO - Epoch(train) [182][2700/3757] lr: 1.9724e-02 eta: 1 day, 0:52:11 time: 0.3286 data_time: 0.0183 memory: 9201 grad_norm: 3.9359 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2929 loss: 2.2929 2022/08/15 21:32:16 - mmengine - INFO - Epoch(train) [182][2800/3757] lr: 1.9724e-02 eta: 1 day, 0:51:40 time: 0.3278 data_time: 0.0177 memory: 9201 grad_norm: 4.0086 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.1488 loss: 2.1488 2022/08/15 21:32:49 - mmengine - INFO - Epoch(train) [182][2900/3757] lr: 1.9724e-02 eta: 1 day, 0:51:08 time: 0.3260 data_time: 0.0181 memory: 9201 grad_norm: 3.8468 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0637 loss: 2.0637 2022/08/15 21:33:17 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 21:33:22 - mmengine - INFO - Epoch(train) [182][3000/3757] lr: 1.9724e-02 eta: 1 day, 0:50:36 time: 0.3262 data_time: 0.0175 memory: 9201 grad_norm: 3.9639 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2483 loss: 2.2483 2022/08/15 21:33:55 - mmengine - INFO - Epoch(train) [182][3100/3757] lr: 1.9724e-02 eta: 1 day, 0:50:04 time: 0.3273 data_time: 0.0186 memory: 9201 grad_norm: 3.9297 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3090 loss: 2.3090 2022/08/15 21:34:28 - mmengine - INFO - Epoch(train) [182][3200/3757] lr: 1.9724e-02 eta: 1 day, 0:49:32 time: 0.3258 data_time: 0.0168 memory: 9201 grad_norm: 4.0538 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2272 loss: 2.2272 2022/08/15 21:35:01 - mmengine - INFO - Epoch(train) [182][3300/3757] lr: 1.9724e-02 eta: 1 day, 0:49:01 time: 0.3251 data_time: 0.0179 memory: 9201 grad_norm: 4.1016 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3898 loss: 2.3898 2022/08/15 21:35:34 - mmengine - INFO - Epoch(train) [182][3400/3757] lr: 1.9724e-02 eta: 1 day, 0:48:29 time: 0.3286 data_time: 0.0172 memory: 9201 grad_norm: 4.0577 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.2553 loss: 2.2553 2022/08/15 21:36:07 - mmengine - INFO - Epoch(train) [182][3500/3757] lr: 1.9724e-02 eta: 1 day, 0:47:57 time: 0.3279 data_time: 0.0180 memory: 9201 grad_norm: 4.1135 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8308 loss: 1.8308 2022/08/15 21:36:40 - mmengine - INFO - Epoch(train) [182][3600/3757] lr: 1.9724e-02 eta: 1 day, 0:47:25 time: 0.3248 data_time: 0.0177 memory: 9201 grad_norm: 4.0929 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 1.9494 loss: 1.9494 2022/08/15 21:37:13 - mmengine - INFO - Epoch(train) [182][3700/3757] lr: 1.9724e-02 eta: 1 day, 0:46:53 time: 0.3259 data_time: 0.0164 memory: 9201 grad_norm: 4.0433 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3643 loss: 2.3643 2022/08/15 21:37:32 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 21:37:32 - mmengine - INFO - Epoch(train) [182][3757/3757] lr: 1.9724e-02 eta: 1 day, 0:46:41 time: 0.3113 data_time: 0.0162 memory: 9201 grad_norm: 4.0875 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 2.2550 loss: 2.2550 2022/08/15 21:38:07 - mmengine - INFO - Epoch(train) [183][100/3757] lr: 1.9238e-02 eta: 1 day, 0:46:02 time: 0.3274 data_time: 0.0179 memory: 9201 grad_norm: 3.9451 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.5415 loss: 2.5415 2022/08/15 21:38:40 - mmengine - INFO - Epoch(train) [183][200/3757] lr: 1.9238e-02 eta: 1 day, 0:45:30 time: 0.3251 data_time: 0.0160 memory: 9201 grad_norm: 4.0846 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0238 loss: 2.0238 2022/08/15 21:38:48 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 21:39:13 - mmengine - INFO - Epoch(train) [183][300/3757] lr: 1.9238e-02 eta: 1 day, 0:44:58 time: 0.3243 data_time: 0.0172 memory: 9201 grad_norm: 4.0010 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9228 loss: 1.9228 2022/08/15 21:39:46 - mmengine - INFO - Epoch(train) [183][400/3757] lr: 1.9238e-02 eta: 1 day, 0:44:27 time: 0.3271 data_time: 0.0182 memory: 9201 grad_norm: 4.0214 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0900 loss: 2.0900 2022/08/15 21:40:19 - mmengine - INFO - Epoch(train) [183][500/3757] lr: 1.9238e-02 eta: 1 day, 0:43:55 time: 0.3268 data_time: 0.0179 memory: 9201 grad_norm: 4.0534 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3208 loss: 2.3208 2022/08/15 21:40:52 - mmengine - INFO - Epoch(train) [183][600/3757] lr: 1.9238e-02 eta: 1 day, 0:43:23 time: 0.3274 data_time: 0.0177 memory: 9201 grad_norm: 4.0591 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3876 loss: 2.3876 2022/08/15 21:41:25 - mmengine - INFO - Epoch(train) [183][700/3757] lr: 1.9238e-02 eta: 1 day, 0:42:51 time: 0.3269 data_time: 0.0179 memory: 9201 grad_norm: 3.9592 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2419 loss: 2.2419 2022/08/15 21:41:58 - mmengine - INFO - Epoch(train) [183][800/3757] lr: 1.9238e-02 eta: 1 day, 0:42:19 time: 0.3282 data_time: 0.0174 memory: 9201 grad_norm: 4.1286 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2679 loss: 2.2679 2022/08/15 21:42:31 - mmengine - INFO - Epoch(train) [183][900/3757] lr: 1.9238e-02 eta: 1 day, 0:41:48 time: 0.3268 data_time: 0.0171 memory: 9201 grad_norm: 3.9711 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2439 loss: 2.2439 2022/08/15 21:43:04 - mmengine - INFO - Epoch(train) [183][1000/3757] lr: 1.9238e-02 eta: 1 day, 0:41:16 time: 0.3261 data_time: 0.0174 memory: 9201 grad_norm: 4.1005 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0540 loss: 2.0540 2022/08/15 21:43:37 - mmengine - INFO - Epoch(train) [183][1100/3757] lr: 1.9238e-02 eta: 1 day, 0:40:44 time: 0.3272 data_time: 0.0176 memory: 9201 grad_norm: 3.9807 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0894 loss: 2.0894 2022/08/15 21:44:10 - mmengine - INFO - Epoch(train) [183][1200/3757] lr: 1.9238e-02 eta: 1 day, 0:40:12 time: 0.3265 data_time: 0.0172 memory: 9201 grad_norm: 3.9157 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2734 loss: 2.2734 2022/08/15 21:44:18 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 21:44:43 - mmengine - INFO - Epoch(train) [183][1300/3757] lr: 1.9238e-02 eta: 1 day, 0:39:40 time: 0.3249 data_time: 0.0170 memory: 9201 grad_norm: 3.9813 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5009 loss: 2.5009 2022/08/15 21:45:16 - mmengine - INFO - Epoch(train) [183][1400/3757] lr: 1.9238e-02 eta: 1 day, 0:39:09 time: 0.3326 data_time: 0.0187 memory: 9201 grad_norm: 3.9253 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0734 loss: 2.0734 2022/08/15 21:45:49 - mmengine - INFO - Epoch(train) [183][1500/3757] lr: 1.9238e-02 eta: 1 day, 0:38:37 time: 0.3263 data_time: 0.0167 memory: 9201 grad_norm: 4.1128 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8294 loss: 1.8294 2022/08/15 21:46:22 - mmengine - INFO - Epoch(train) [183][1600/3757] lr: 1.9238e-02 eta: 1 day, 0:38:05 time: 0.3275 data_time: 0.0171 memory: 9201 grad_norm: 4.1572 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1985 loss: 2.1985 2022/08/15 21:46:55 - mmengine - INFO - Epoch(train) [183][1700/3757] lr: 1.9238e-02 eta: 1 day, 0:37:33 time: 0.3252 data_time: 0.0180 memory: 9201 grad_norm: 4.0167 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0127 loss: 2.0127 2022/08/15 21:47:28 - mmengine - INFO - Epoch(train) [183][1800/3757] lr: 1.9238e-02 eta: 1 day, 0:37:01 time: 0.3262 data_time: 0.0170 memory: 9201 grad_norm: 4.0276 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2537 loss: 2.2537 2022/08/15 21:48:01 - mmengine - INFO - Epoch(train) [183][1900/3757] lr: 1.9238e-02 eta: 1 day, 0:36:30 time: 0.3419 data_time: 0.0167 memory: 9201 grad_norm: 4.0988 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6065 loss: 2.6065 2022/08/15 21:48:34 - mmengine - INFO - Epoch(train) [183][2000/3757] lr: 1.9238e-02 eta: 1 day, 0:35:58 time: 0.3264 data_time: 0.0173 memory: 9201 grad_norm: 4.0995 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4456 loss: 2.4456 2022/08/15 21:49:07 - mmengine - INFO - Epoch(train) [183][2100/3757] lr: 1.9238e-02 eta: 1 day, 0:35:26 time: 0.3278 data_time: 0.0188 memory: 9201 grad_norm: 3.9154 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2391 loss: 2.2391 2022/08/15 21:49:40 - mmengine - INFO - Epoch(train) [183][2200/3757] lr: 1.9238e-02 eta: 1 day, 0:34:54 time: 0.3275 data_time: 0.0177 memory: 9201 grad_norm: 4.0135 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4241 loss: 2.4241 2022/08/15 21:49:48 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 21:50:13 - mmengine - INFO - Epoch(train) [183][2300/3757] lr: 1.9238e-02 eta: 1 day, 0:34:22 time: 0.3270 data_time: 0.0180 memory: 9201 grad_norm: 4.1034 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.2489 loss: 2.2489 2022/08/15 21:50:46 - mmengine - INFO - Epoch(train) [183][2400/3757] lr: 1.9238e-02 eta: 1 day, 0:33:51 time: 0.3262 data_time: 0.0173 memory: 9201 grad_norm: 3.9590 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1041 loss: 2.1041 2022/08/15 21:51:19 - mmengine - INFO - Epoch(train) [183][2500/3757] lr: 1.9238e-02 eta: 1 day, 0:33:19 time: 0.3345 data_time: 0.0184 memory: 9201 grad_norm: 4.1166 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1270 loss: 2.1270 2022/08/15 21:51:52 - mmengine - INFO - Epoch(train) [183][2600/3757] lr: 1.9238e-02 eta: 1 day, 0:32:47 time: 0.3272 data_time: 0.0171 memory: 9201 grad_norm: 3.9691 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1269 loss: 2.1269 2022/08/15 21:52:25 - mmengine - INFO - Epoch(train) [183][2700/3757] lr: 1.9238e-02 eta: 1 day, 0:32:15 time: 0.3267 data_time: 0.0173 memory: 9201 grad_norm: 4.0386 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0891 loss: 2.0891 2022/08/15 21:52:58 - mmengine - INFO - Epoch(train) [183][2800/3757] lr: 1.9238e-02 eta: 1 day, 0:31:44 time: 0.3281 data_time: 0.0169 memory: 9201 grad_norm: 3.7922 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1433 loss: 2.1433 2022/08/15 21:53:31 - mmengine - INFO - Epoch(train) [183][2900/3757] lr: 1.9238e-02 eta: 1 day, 0:31:12 time: 0.3300 data_time: 0.0180 memory: 9201 grad_norm: 4.0734 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.0104 loss: 2.0104 2022/08/15 21:54:04 - mmengine - INFO - Epoch(train) [183][3000/3757] lr: 1.9238e-02 eta: 1 day, 0:30:40 time: 0.3254 data_time: 0.0173 memory: 9201 grad_norm: 4.1129 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.0564 loss: 2.0564 2022/08/15 21:54:37 - mmengine - INFO - Epoch(train) [183][3100/3757] lr: 1.9238e-02 eta: 1 day, 0:30:08 time: 0.3282 data_time: 0.0176 memory: 9201 grad_norm: 4.0039 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1943 loss: 2.1943 2022/08/15 21:55:10 - mmengine - INFO - Epoch(train) [183][3200/3757] lr: 1.9238e-02 eta: 1 day, 0:29:36 time: 0.3319 data_time: 0.0178 memory: 9201 grad_norm: 4.0736 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3495 loss: 2.3495 2022/08/15 21:55:19 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 21:55:43 - mmengine - INFO - Epoch(train) [183][3300/3757] lr: 1.9238e-02 eta: 1 day, 0:29:05 time: 0.3255 data_time: 0.0161 memory: 9201 grad_norm: 4.0637 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.5070 loss: 2.5070 2022/08/15 21:56:16 - mmengine - INFO - Epoch(train) [183][3400/3757] lr: 1.9238e-02 eta: 1 day, 0:28:33 time: 0.3305 data_time: 0.0184 memory: 9201 grad_norm: 4.1049 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4518 loss: 2.4518 2022/08/15 21:56:49 - mmengine - INFO - Epoch(train) [183][3500/3757] lr: 1.9238e-02 eta: 1 day, 0:28:01 time: 0.3263 data_time: 0.0169 memory: 9201 grad_norm: 4.1039 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3813 loss: 2.3813 2022/08/15 21:57:22 - mmengine - INFO - Epoch(train) [183][3600/3757] lr: 1.9238e-02 eta: 1 day, 0:27:29 time: 0.3255 data_time: 0.0163 memory: 9201 grad_norm: 4.0601 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3171 loss: 2.3171 2022/08/15 21:57:55 - mmengine - INFO - Epoch(train) [183][3700/3757] lr: 1.9238e-02 eta: 1 day, 0:26:57 time: 0.3264 data_time: 0.0169 memory: 9201 grad_norm: 4.2303 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2430 loss: 2.2430 2022/08/15 21:58:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 21:58:14 - mmengine - INFO - Epoch(train) [183][3757/3757] lr: 1.9238e-02 eta: 1 day, 0:26:45 time: 0.3093 data_time: 0.0158 memory: 9201 grad_norm: 3.9639 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 2.4607 loss: 2.4607 2022/08/15 21:58:49 - mmengine - INFO - Epoch(train) [184][100/3757] lr: 1.8757e-02 eta: 1 day, 0:26:06 time: 0.3282 data_time: 0.0176 memory: 9201 grad_norm: 4.0945 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1804 loss: 2.1804 2022/08/15 21:59:22 - mmengine - INFO - Epoch(train) [184][200/3757] lr: 1.8757e-02 eta: 1 day, 0:25:34 time: 0.3253 data_time: 0.0174 memory: 9201 grad_norm: 4.2560 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3693 loss: 2.3693 2022/08/15 21:59:55 - mmengine - INFO - Epoch(train) [184][300/3757] lr: 1.8757e-02 eta: 1 day, 0:25:02 time: 0.3270 data_time: 0.0173 memory: 9201 grad_norm: 4.0727 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3142 loss: 2.3142 2022/08/15 22:00:28 - mmengine - INFO - Epoch(train) [184][400/3757] lr: 1.8757e-02 eta: 1 day, 0:24:31 time: 0.3268 data_time: 0.0173 memory: 9201 grad_norm: 4.0916 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.4413 loss: 2.4413 2022/08/15 22:00:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 22:01:01 - mmengine - INFO - Epoch(train) [184][500/3757] lr: 1.8757e-02 eta: 1 day, 0:23:59 time: 0.3335 data_time: 0.0172 memory: 9201 grad_norm: 4.0958 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4470 loss: 2.4470 2022/08/15 22:01:34 - mmengine - INFO - Epoch(train) [184][600/3757] lr: 1.8757e-02 eta: 1 day, 0:23:27 time: 0.3254 data_time: 0.0170 memory: 9201 grad_norm: 4.1770 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2745 loss: 2.2745 2022/08/15 22:02:07 - mmengine - INFO - Epoch(train) [184][700/3757] lr: 1.8757e-02 eta: 1 day, 0:22:55 time: 0.3246 data_time: 0.0169 memory: 9201 grad_norm: 3.9632 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9634 loss: 1.9634 2022/08/15 22:02:40 - mmengine - INFO - Epoch(train) [184][800/3757] lr: 1.8757e-02 eta: 1 day, 0:22:23 time: 0.3291 data_time: 0.0187 memory: 9201 grad_norm: 4.0136 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2475 loss: 2.2475 2022/08/15 22:03:13 - mmengine - INFO - Epoch(train) [184][900/3757] lr: 1.8757e-02 eta: 1 day, 0:21:52 time: 0.3269 data_time: 0.0173 memory: 9201 grad_norm: 4.0325 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1818 loss: 2.1818 2022/08/15 22:03:46 - mmengine - INFO - Epoch(train) [184][1000/3757] lr: 1.8757e-02 eta: 1 day, 0:21:20 time: 0.3250 data_time: 0.0173 memory: 9201 grad_norm: 4.1998 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4227 loss: 2.4227 2022/08/15 22:04:19 - mmengine - INFO - Epoch(train) [184][1100/3757] lr: 1.8757e-02 eta: 1 day, 0:20:48 time: 0.3265 data_time: 0.0186 memory: 9201 grad_norm: 4.0180 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1152 loss: 2.1152 2022/08/15 22:04:52 - mmengine - INFO - Epoch(train) [184][1200/3757] lr: 1.8757e-02 eta: 1 day, 0:20:16 time: 0.3268 data_time: 0.0173 memory: 9201 grad_norm: 4.1082 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1257 loss: 2.1257 2022/08/15 22:05:25 - mmengine - INFO - Epoch(train) [184][1300/3757] lr: 1.8757e-02 eta: 1 day, 0:19:44 time: 0.3271 data_time: 0.0169 memory: 9201 grad_norm: 4.2703 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2287 loss: 2.2287 2022/08/15 22:05:58 - mmengine - INFO - Epoch(train) [184][1400/3757] lr: 1.8757e-02 eta: 1 day, 0:19:13 time: 0.3260 data_time: 0.0172 memory: 9201 grad_norm: 3.9899 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2160 loss: 2.2160 2022/08/15 22:06:21 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 22:06:31 - mmengine - INFO - Epoch(train) [184][1500/3757] lr: 1.8757e-02 eta: 1 day, 0:18:41 time: 0.3336 data_time: 0.0193 memory: 9201 grad_norm: 4.0960 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2388 loss: 2.2388 2022/08/15 22:07:04 - mmengine - INFO - Epoch(train) [184][1600/3757] lr: 1.8757e-02 eta: 1 day, 0:18:09 time: 0.3266 data_time: 0.0176 memory: 9201 grad_norm: 4.1941 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1116 loss: 2.1116 2022/08/15 22:07:37 - mmengine - INFO - Epoch(train) [184][1700/3757] lr: 1.8757e-02 eta: 1 day, 0:17:37 time: 0.3268 data_time: 0.0174 memory: 9201 grad_norm: 3.9851 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9665 loss: 1.9665 2022/08/15 22:08:10 - mmengine - INFO - Epoch(train) [184][1800/3757] lr: 1.8757e-02 eta: 1 day, 0:17:05 time: 0.3266 data_time: 0.0165 memory: 9201 grad_norm: 4.2070 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4121 loss: 2.4121 2022/08/15 22:08:43 - mmengine - INFO - Epoch(train) [184][1900/3757] lr: 1.8757e-02 eta: 1 day, 0:16:34 time: 0.3273 data_time: 0.0166 memory: 9201 grad_norm: 4.0498 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4378 loss: 2.4378 2022/08/15 22:09:16 - mmengine - INFO - Epoch(train) [184][2000/3757] lr: 1.8757e-02 eta: 1 day, 0:16:02 time: 0.3271 data_time: 0.0171 memory: 9201 grad_norm: 4.1566 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3536 loss: 2.3536 2022/08/15 22:09:49 - mmengine - INFO - Epoch(train) [184][2100/3757] lr: 1.8757e-02 eta: 1 day, 0:15:30 time: 0.3276 data_time: 0.0178 memory: 9201 grad_norm: 4.0312 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.9707 loss: 1.9707 2022/08/15 22:10:22 - mmengine - INFO - Epoch(train) [184][2200/3757] lr: 1.8757e-02 eta: 1 day, 0:14:58 time: 0.3322 data_time: 0.0181 memory: 9201 grad_norm: 4.1719 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3819 loss: 2.3819 2022/08/15 22:10:55 - mmengine - INFO - Epoch(train) [184][2300/3757] lr: 1.8757e-02 eta: 1 day, 0:14:26 time: 0.3257 data_time: 0.0163 memory: 9201 grad_norm: 3.9711 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1542 loss: 2.1542 2022/08/15 22:11:28 - mmengine - INFO - Epoch(train) [184][2400/3757] lr: 1.8757e-02 eta: 1 day, 0:13:55 time: 0.3265 data_time: 0.0188 memory: 9201 grad_norm: 3.9446 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2599 loss: 2.2599 2022/08/15 22:11:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 22:12:01 - mmengine - INFO - Epoch(train) [184][2500/3757] lr: 1.8757e-02 eta: 1 day, 0:13:23 time: 0.3278 data_time: 0.0184 memory: 9201 grad_norm: 4.0087 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1717 loss: 2.1717 2022/08/15 22:12:34 - mmengine - INFO - Epoch(train) [184][2600/3757] lr: 1.8757e-02 eta: 1 day, 0:12:51 time: 0.3261 data_time: 0.0172 memory: 9201 grad_norm: 4.1255 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4817 loss: 2.4817 2022/08/15 22:13:08 - mmengine - INFO - Epoch(train) [184][2700/3757] lr: 1.8757e-02 eta: 1 day, 0:12:19 time: 0.3297 data_time: 0.0193 memory: 9201 grad_norm: 3.9580 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0559 loss: 2.0559 2022/08/15 22:13:41 - mmengine - INFO - Epoch(train) [184][2800/3757] lr: 1.8757e-02 eta: 1 day, 0:11:47 time: 0.3268 data_time: 0.0172 memory: 9201 grad_norm: 4.1447 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3177 loss: 2.3177 2022/08/15 22:14:13 - mmengine - INFO - Epoch(train) [184][2900/3757] lr: 1.8757e-02 eta: 1 day, 0:11:16 time: 0.3252 data_time: 0.0168 memory: 9201 grad_norm: 4.2248 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9773 loss: 1.9773 2022/08/15 22:14:46 - mmengine - INFO - Epoch(train) [184][3000/3757] lr: 1.8757e-02 eta: 1 day, 0:10:44 time: 0.3257 data_time: 0.0170 memory: 9201 grad_norm: 4.1182 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1207 loss: 2.1207 2022/08/15 22:15:19 - mmengine - INFO - Epoch(train) [184][3100/3757] lr: 1.8757e-02 eta: 1 day, 0:10:12 time: 0.3297 data_time: 0.0187 memory: 9201 grad_norm: 4.0662 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2397 loss: 2.2397 2022/08/15 22:15:52 - mmengine - INFO - Epoch(train) [184][3200/3757] lr: 1.8757e-02 eta: 1 day, 0:09:40 time: 0.3256 data_time: 0.0168 memory: 9201 grad_norm: 3.8958 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2096 loss: 2.2096 2022/08/15 22:16:25 - mmengine - INFO - Epoch(train) [184][3300/3757] lr: 1.8757e-02 eta: 1 day, 0:09:08 time: 0.3265 data_time: 0.0177 memory: 9201 grad_norm: 4.0611 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3217 loss: 2.3217 2022/08/15 22:16:58 - mmengine - INFO - Epoch(train) [184][3400/3757] lr: 1.8757e-02 eta: 1 day, 0:08:36 time: 0.3292 data_time: 0.0174 memory: 9201 grad_norm: 4.0819 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4231 loss: 2.4231 2022/08/15 22:17:21 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 22:17:31 - mmengine - INFO - Epoch(train) [184][3500/3757] lr: 1.8757e-02 eta: 1 day, 0:08:05 time: 0.3279 data_time: 0.0173 memory: 9201 grad_norm: 4.1645 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3904 loss: 2.3904 2022/08/15 22:18:04 - mmengine - INFO - Epoch(train) [184][3600/3757] lr: 1.8757e-02 eta: 1 day, 0:07:33 time: 0.3264 data_time: 0.0179 memory: 9201 grad_norm: 4.0920 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.2758 loss: 2.2758 2022/08/15 22:18:37 - mmengine - INFO - Epoch(train) [184][3700/3757] lr: 1.8757e-02 eta: 1 day, 0:07:01 time: 0.3261 data_time: 0.0176 memory: 9201 grad_norm: 4.0628 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6547 loss: 2.6547 2022/08/15 22:18:56 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 22:18:56 - mmengine - INFO - Epoch(train) [184][3757/3757] lr: 1.8757e-02 eta: 1 day, 0:06:48 time: 0.3112 data_time: 0.0159 memory: 9201 grad_norm: 3.9497 top1_acc: 0.5714 top5_acc: 1.0000 loss_cls: 2.1300 loss: 2.1300 2022/08/15 22:18:56 - mmengine - INFO - Saving checkpoint at 184 epochs 2022/08/15 22:19:34 - mmengine - INFO - Epoch(train) [185][100/3757] lr: 1.8280e-02 eta: 1 day, 0:06:09 time: 0.3256 data_time: 0.0175 memory: 9201 grad_norm: 4.0612 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1512 loss: 2.1512 2022/08/15 22:20:07 - mmengine - INFO - Epoch(train) [185][200/3757] lr: 1.8280e-02 eta: 1 day, 0:05:37 time: 0.3265 data_time: 0.0169 memory: 9201 grad_norm: 4.0272 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9648 loss: 1.9648 2022/08/15 22:21:49 - mmengine - INFO - Epoch(train) [185][300/3757] lr: 1.8280e-02 eta: 1 day, 0:05:33 time: 0.3294 data_time: 0.0170 memory: 9201 grad_norm: 4.1575 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3906 loss: 2.3906 2022/08/15 22:22:22 - mmengine - INFO - Epoch(train) [185][400/3757] lr: 1.8280e-02 eta: 1 day, 0:05:01 time: 0.3254 data_time: 0.0170 memory: 9201 grad_norm: 4.1476 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0022 loss: 2.0022 2022/08/15 22:22:55 - mmengine - INFO - Epoch(train) [185][500/3757] lr: 1.8280e-02 eta: 1 day, 0:04:29 time: 0.3246 data_time: 0.0168 memory: 9201 grad_norm: 4.0481 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2357 loss: 2.2357 2022/08/15 22:23:28 - mmengine - INFO - Epoch(train) [185][600/3757] lr: 1.8280e-02 eta: 1 day, 0:03:57 time: 0.3262 data_time: 0.0168 memory: 9201 grad_norm: 4.1130 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4150 loss: 2.4150 2022/08/15 22:24:02 - mmengine - INFO - Epoch(train) [185][700/3757] lr: 1.8280e-02 eta: 1 day, 0:03:26 time: 0.3283 data_time: 0.0189 memory: 9201 grad_norm: 4.2423 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3739 loss: 2.3739 2022/08/15 22:24:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 22:24:35 - mmengine - INFO - Epoch(train) [185][800/3757] lr: 1.8280e-02 eta: 1 day, 0:02:54 time: 0.3270 data_time: 0.0171 memory: 9201 grad_norm: 4.1335 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1199 loss: 2.1199 2022/08/15 22:25:08 - mmengine - INFO - Epoch(train) [185][900/3757] lr: 1.8280e-02 eta: 1 day, 0:02:22 time: 0.3268 data_time: 0.0174 memory: 9201 grad_norm: 3.9481 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0778 loss: 2.0778 2022/08/15 22:25:41 - mmengine - INFO - Epoch(train) [185][1000/3757] lr: 1.8280e-02 eta: 1 day, 0:01:50 time: 0.3300 data_time: 0.0182 memory: 9201 grad_norm: 4.1714 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9525 loss: 1.9525 2022/08/15 22:26:14 - mmengine - INFO - Epoch(train) [185][1100/3757] lr: 1.8280e-02 eta: 1 day, 0:01:19 time: 0.3259 data_time: 0.0167 memory: 9201 grad_norm: 3.9416 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0452 loss: 2.0452 2022/08/15 22:26:47 - mmengine - INFO - Epoch(train) [185][1200/3757] lr: 1.8280e-02 eta: 1 day, 0:00:47 time: 0.3250 data_time: 0.0171 memory: 9201 grad_norm: 4.1926 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0364 loss: 2.0364 2022/08/15 22:27:20 - mmengine - INFO - Epoch(train) [185][1300/3757] lr: 1.8280e-02 eta: 1 day, 0:00:15 time: 0.3293 data_time: 0.0184 memory: 9201 grad_norm: 4.1434 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0682 loss: 2.0682 2022/08/15 22:27:53 - mmengine - INFO - Epoch(train) [185][1400/3757] lr: 1.8280e-02 eta: 23:59:43 time: 0.3274 data_time: 0.0174 memory: 9201 grad_norm: 4.0348 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0343 loss: 2.0343 2022/08/15 22:28:26 - mmengine - INFO - Epoch(train) [185][1500/3757] lr: 1.8280e-02 eta: 23:59:11 time: 0.3265 data_time: 0.0170 memory: 9201 grad_norm: 4.2016 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.1819 loss: 2.1819 2022/08/15 22:29:00 - mmengine - INFO - Epoch(train) [185][1600/3757] lr: 1.8280e-02 eta: 23:58:40 time: 0.3354 data_time: 0.0167 memory: 9201 grad_norm: 3.8720 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3861 loss: 2.3861 2022/08/15 22:29:33 - mmengine - INFO - Epoch(train) [185][1700/3757] lr: 1.8280e-02 eta: 23:58:08 time: 0.3260 data_time: 0.0174 memory: 9201 grad_norm: 4.0979 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2658 loss: 2.2658 2022/08/15 22:29:37 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 22:30:06 - mmengine - INFO - Epoch(train) [185][1800/3757] lr: 1.8280e-02 eta: 23:57:36 time: 0.3292 data_time: 0.0173 memory: 9201 grad_norm: 3.9920 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2837 loss: 2.2837 2022/08/15 22:30:39 - mmengine - INFO - Epoch(train) [185][1900/3757] lr: 1.8280e-02 eta: 23:57:04 time: 0.3280 data_time: 0.0166 memory: 9201 grad_norm: 4.0314 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8125 loss: 1.8125 2022/08/15 22:31:12 - mmengine - INFO - Epoch(train) [185][2000/3757] lr: 1.8280e-02 eta: 23:56:32 time: 0.3258 data_time: 0.0162 memory: 9201 grad_norm: 4.1939 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1359 loss: 2.1359 2022/08/15 22:31:45 - mmengine - INFO - Epoch(train) [185][2100/3757] lr: 1.8280e-02 eta: 23:56:00 time: 0.3303 data_time: 0.0177 memory: 9201 grad_norm: 4.2294 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3859 loss: 2.3859 2022/08/15 22:32:18 - mmengine - INFO - Epoch(train) [185][2200/3757] lr: 1.8280e-02 eta: 23:55:29 time: 0.3256 data_time: 0.0172 memory: 9201 grad_norm: 4.3575 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3009 loss: 2.3009 2022/08/15 22:32:51 - mmengine - INFO - Epoch(train) [185][2300/3757] lr: 1.8280e-02 eta: 23:54:57 time: 0.3276 data_time: 0.0179 memory: 9201 grad_norm: 4.2234 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3833 loss: 2.3833 2022/08/15 22:33:24 - mmengine - INFO - Epoch(train) [185][2400/3757] lr: 1.8280e-02 eta: 23:54:25 time: 0.3261 data_time: 0.0180 memory: 9201 grad_norm: 4.0725 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1687 loss: 2.1687 2022/08/15 22:33:57 - mmengine - INFO - Epoch(train) [185][2500/3757] lr: 1.8280e-02 eta: 23:53:53 time: 0.3270 data_time: 0.0179 memory: 9201 grad_norm: 4.0805 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1023 loss: 2.1023 2022/08/15 22:34:30 - mmengine - INFO - Epoch(train) [185][2600/3757] lr: 1.8280e-02 eta: 23:53:21 time: 0.3281 data_time: 0.0174 memory: 9201 grad_norm: 4.2365 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2817 loss: 2.2817 2022/08/15 22:35:03 - mmengine - INFO - Epoch(train) [185][2700/3757] lr: 1.8280e-02 eta: 23:52:49 time: 0.3276 data_time: 0.0169 memory: 9201 grad_norm: 4.2313 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0443 loss: 2.0443 2022/08/15 22:35:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 22:35:36 - mmengine - INFO - Epoch(train) [185][2800/3757] lr: 1.8280e-02 eta: 23:52:18 time: 0.3263 data_time: 0.0180 memory: 9201 grad_norm: 4.1019 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0711 loss: 2.0711 2022/08/15 22:36:09 - mmengine - INFO - Epoch(train) [185][2900/3757] lr: 1.8280e-02 eta: 23:51:46 time: 0.3272 data_time: 0.0179 memory: 9201 grad_norm: 4.1097 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4337 loss: 2.4337 2022/08/15 22:36:42 - mmengine - INFO - Epoch(train) [185][3000/3757] lr: 1.8280e-02 eta: 23:51:14 time: 0.3281 data_time: 0.0181 memory: 9201 grad_norm: 4.1268 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2932 loss: 2.2932 2022/08/15 22:37:15 - mmengine - INFO - Epoch(train) [185][3100/3757] lr: 1.8280e-02 eta: 23:50:42 time: 0.3257 data_time: 0.0176 memory: 9201 grad_norm: 4.0665 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4751 loss: 2.4751 2022/08/15 22:37:48 - mmengine - INFO - Epoch(train) [185][3200/3757] lr: 1.8280e-02 eta: 23:50:10 time: 0.3255 data_time: 0.0176 memory: 9201 grad_norm: 4.0041 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0016 loss: 2.0016 2022/08/15 22:38:21 - mmengine - INFO - Epoch(train) [185][3300/3757] lr: 1.8280e-02 eta: 23:49:38 time: 0.3259 data_time: 0.0171 memory: 9201 grad_norm: 4.1592 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6273 loss: 2.6273 2022/08/15 22:38:54 - mmengine - INFO - Epoch(train) [185][3400/3757] lr: 1.8280e-02 eta: 23:49:06 time: 0.3277 data_time: 0.0187 memory: 9201 grad_norm: 3.9922 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3453 loss: 2.3453 2022/08/15 22:39:27 - mmengine - INFO - Epoch(train) [185][3500/3757] lr: 1.8280e-02 eta: 23:48:35 time: 0.3268 data_time: 0.0172 memory: 9201 grad_norm: 4.2063 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1991 loss: 2.1991 2022/08/15 22:40:00 - mmengine - INFO - Epoch(train) [185][3600/3757] lr: 1.8280e-02 eta: 23:48:03 time: 0.3429 data_time: 0.0175 memory: 9201 grad_norm: 4.1258 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4483 loss: 2.4483 2022/08/15 22:40:33 - mmengine - INFO - Epoch(train) [185][3700/3757] lr: 1.8280e-02 eta: 23:47:31 time: 0.3261 data_time: 0.0169 memory: 9201 grad_norm: 4.1666 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2324 loss: 2.2324 2022/08/15 22:40:37 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 22:40:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 22:40:51 - mmengine - INFO - Epoch(train) [185][3757/3757] lr: 1.8280e-02 eta: 23:47:18 time: 0.3110 data_time: 0.0159 memory: 9201 grad_norm: 4.1227 top1_acc: 0.7143 top5_acc: 0.7143 loss_cls: 2.1395 loss: 2.1395 2022/08/15 22:41:14 - mmengine - INFO - Epoch(val) [185][100/310] eta: 0:00:46 time: 0.2212 data_time: 0.1055 memory: 1522 2022/08/15 22:41:35 - mmengine - INFO - Epoch(val) [185][200/310] eta: 0:00:20 time: 0.1868 data_time: 0.0781 memory: 1522 2022/08/15 22:41:56 - mmengine - INFO - Epoch(val) [185][300/310] eta: 0:00:02 time: 0.2092 data_time: 0.1008 memory: 1522 2022/08/15 22:42:00 - mmengine - INFO - Epoch(val) [185][310/310] acc/top1: 0.5545 acc/top5: 0.8010 acc/mean1: 0.5544 2022/08/15 22:42:36 - mmengine - INFO - Epoch(train) [186][100/3757] lr: 1.7808e-02 eta: 23:46:40 time: 0.3284 data_time: 0.0169 memory: 9201 grad_norm: 4.0889 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3835 loss: 2.3835 2022/08/15 22:43:09 - mmengine - INFO - Epoch(train) [186][200/3757] lr: 1.7808e-02 eta: 23:46:08 time: 0.3270 data_time: 0.0166 memory: 9201 grad_norm: 4.1506 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9612 loss: 1.9612 2022/08/15 22:43:42 - mmengine - INFO - Epoch(train) [186][300/3757] lr: 1.7808e-02 eta: 23:45:36 time: 0.3279 data_time: 0.0178 memory: 9201 grad_norm: 4.1713 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.6267 loss: 2.6267 2022/08/15 22:44:15 - mmengine - INFO - Epoch(train) [186][400/3757] lr: 1.7808e-02 eta: 23:45:04 time: 0.3274 data_time: 0.0195 memory: 9201 grad_norm: 3.9905 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0940 loss: 2.0940 2022/08/15 22:44:48 - mmengine - INFO - Epoch(train) [186][500/3757] lr: 1.7808e-02 eta: 23:44:32 time: 0.3299 data_time: 0.0169 memory: 9201 grad_norm: 4.2174 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9249 loss: 1.9249 2022/08/15 22:45:21 - mmengine - INFO - Epoch(train) [186][600/3757] lr: 1.7808e-02 eta: 23:44:01 time: 0.3272 data_time: 0.0163 memory: 9201 grad_norm: 4.0523 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3426 loss: 2.3426 2022/08/15 22:45:54 - mmengine - INFO - Epoch(train) [186][700/3757] lr: 1.7808e-02 eta: 23:43:29 time: 0.3264 data_time: 0.0178 memory: 9201 grad_norm: 4.3334 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1832 loss: 2.1832 2022/08/15 22:46:27 - mmengine - INFO - Epoch(train) [186][800/3757] lr: 1.7808e-02 eta: 23:42:57 time: 0.3260 data_time: 0.0169 memory: 9201 grad_norm: 4.2315 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0543 loss: 2.0543 2022/08/15 22:47:00 - mmengine - INFO - Epoch(train) [186][900/3757] lr: 1.7808e-02 eta: 23:42:25 time: 0.3257 data_time: 0.0174 memory: 9201 grad_norm: 4.2116 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1319 loss: 2.1319 2022/08/15 22:47:18 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 22:47:33 - mmengine - INFO - Epoch(train) [186][1000/3757] lr: 1.7808e-02 eta: 23:41:53 time: 0.3294 data_time: 0.0197 memory: 9201 grad_norm: 4.2355 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4422 loss: 2.4422 2022/08/15 22:48:06 - mmengine - INFO - Epoch(train) [186][1100/3757] lr: 1.7808e-02 eta: 23:41:21 time: 0.3268 data_time: 0.0166 memory: 9201 grad_norm: 4.0829 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0135 loss: 2.0135 2022/08/15 22:48:45 - mmengine - INFO - Epoch(train) [186][1200/3757] lr: 1.7808e-02 eta: 23:40:52 time: 0.4974 data_time: 0.0585 memory: 9201 grad_norm: 4.0698 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9364 loss: 1.9364 2022/08/15 22:50:11 - mmengine - INFO - Epoch(train) [186][1300/3757] lr: 1.7808e-02 eta: 23:40:40 time: 0.3248 data_time: 0.0172 memory: 9201 grad_norm: 4.1871 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1983 loss: 2.1983 2022/08/15 22:50:44 - mmengine - INFO - Epoch(train) [186][1400/3757] lr: 1.7808e-02 eta: 23:40:08 time: 0.3308 data_time: 0.0176 memory: 9201 grad_norm: 4.2147 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3971 loss: 2.3971 2022/08/15 22:51:17 - mmengine - INFO - Epoch(train) [186][1500/3757] lr: 1.7808e-02 eta: 23:39:36 time: 0.3265 data_time: 0.0182 memory: 9201 grad_norm: 4.2708 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3613 loss: 2.3613 2022/08/15 22:51:50 - mmengine - INFO - Epoch(train) [186][1600/3757] lr: 1.7808e-02 eta: 23:39:05 time: 0.3267 data_time: 0.0172 memory: 9201 grad_norm: 4.0626 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1364 loss: 2.1364 2022/08/15 22:52:24 - mmengine - INFO - Epoch(train) [186][1700/3757] lr: 1.7808e-02 eta: 23:38:33 time: 0.3280 data_time: 0.0176 memory: 9201 grad_norm: 4.1833 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0998 loss: 2.0998 2022/08/15 22:52:57 - mmengine - INFO - Epoch(train) [186][1800/3757] lr: 1.7808e-02 eta: 23:38:01 time: 0.3268 data_time: 0.0175 memory: 9201 grad_norm: 4.1618 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0957 loss: 2.0957 2022/08/15 22:53:30 - mmengine - INFO - Epoch(train) [186][1900/3757] lr: 1.7808e-02 eta: 23:37:29 time: 0.3250 data_time: 0.0163 memory: 9201 grad_norm: 4.1109 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3813 loss: 2.3813 2022/08/15 22:53:48 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 22:54:03 - mmengine - INFO - Epoch(train) [186][2000/3757] lr: 1.7808e-02 eta: 23:36:58 time: 0.3281 data_time: 0.0178 memory: 9201 grad_norm: 4.2156 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3374 loss: 2.3374 2022/08/15 22:54:36 - mmengine - INFO - Epoch(train) [186][2100/3757] lr: 1.7808e-02 eta: 23:36:26 time: 0.3310 data_time: 0.0177 memory: 9201 grad_norm: 4.1081 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2078 loss: 2.2078 2022/08/15 22:55:09 - mmengine - INFO - Epoch(train) [186][2200/3757] lr: 1.7808e-02 eta: 23:35:54 time: 0.3278 data_time: 0.0172 memory: 9201 grad_norm: 4.1115 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3550 loss: 2.3550 2022/08/15 22:55:42 - mmengine - INFO - Epoch(train) [186][2300/3757] lr: 1.7808e-02 eta: 23:35:22 time: 0.3280 data_time: 0.0173 memory: 9201 grad_norm: 4.1301 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5067 loss: 2.5067 2022/08/15 22:56:15 - mmengine - INFO - Epoch(train) [186][2400/3757] lr: 1.7808e-02 eta: 23:34:50 time: 0.3274 data_time: 0.0172 memory: 9201 grad_norm: 4.1779 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.3875 loss: 2.3875 2022/08/15 22:56:48 - mmengine - INFO - Epoch(train) [186][2500/3757] lr: 1.7808e-02 eta: 23:34:18 time: 0.3277 data_time: 0.0179 memory: 9201 grad_norm: 4.0043 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6253 loss: 2.6253 2022/08/15 22:57:21 - mmengine - INFO - Epoch(train) [186][2600/3757] lr: 1.7808e-02 eta: 23:33:46 time: 0.3262 data_time: 0.0169 memory: 9201 grad_norm: 4.0384 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0280 loss: 2.0280 2022/08/15 22:57:54 - mmengine - INFO - Epoch(train) [186][2700/3757] lr: 1.7808e-02 eta: 23:33:15 time: 0.3293 data_time: 0.0174 memory: 9201 grad_norm: 4.1421 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4745 loss: 2.4745 2022/08/15 22:58:27 - mmengine - INFO - Epoch(train) [186][2800/3757] lr: 1.7808e-02 eta: 23:32:43 time: 0.3279 data_time: 0.0178 memory: 9201 grad_norm: 4.2223 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3689 loss: 2.3689 2022/08/15 22:59:00 - mmengine - INFO - Epoch(train) [186][2900/3757] lr: 1.7808e-02 eta: 23:32:11 time: 0.3272 data_time: 0.0173 memory: 9201 grad_norm: 4.1457 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1935 loss: 2.1935 2022/08/15 22:59:18 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 22:59:33 - mmengine - INFO - Epoch(train) [186][3000/3757] lr: 1.7808e-02 eta: 23:31:39 time: 0.3268 data_time: 0.0164 memory: 9201 grad_norm: 4.1993 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.1838 loss: 2.1838 2022/08/15 23:00:06 - mmengine - INFO - Epoch(train) [186][3100/3757] lr: 1.7808e-02 eta: 23:31:07 time: 0.3296 data_time: 0.0181 memory: 9201 grad_norm: 4.1720 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2439 loss: 2.2439 2022/08/15 23:00:39 - mmengine - INFO - Epoch(train) [186][3200/3757] lr: 1.7808e-02 eta: 23:30:35 time: 0.3243 data_time: 0.0166 memory: 9201 grad_norm: 4.1122 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2397 loss: 2.2397 2022/08/15 23:01:12 - mmengine - INFO - Epoch(train) [186][3300/3757] lr: 1.7808e-02 eta: 23:30:03 time: 0.3253 data_time: 0.0168 memory: 9201 grad_norm: 4.0081 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2398 loss: 2.2398 2022/08/15 23:01:45 - mmengine - INFO - Epoch(train) [186][3400/3757] lr: 1.7808e-02 eta: 23:29:32 time: 0.3263 data_time: 0.0165 memory: 9201 grad_norm: 4.1759 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2420 loss: 2.2420 2022/08/15 23:02:18 - mmengine - INFO - Epoch(train) [186][3500/3757] lr: 1.7808e-02 eta: 23:29:00 time: 0.3274 data_time: 0.0169 memory: 9201 grad_norm: 4.2537 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3115 loss: 2.3115 2022/08/15 23:02:51 - mmengine - INFO - Epoch(train) [186][3600/3757] lr: 1.7808e-02 eta: 23:28:28 time: 0.3268 data_time: 0.0178 memory: 9201 grad_norm: 4.1857 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2579 loss: 2.2579 2022/08/15 23:03:24 - mmengine - INFO - Epoch(train) [186][3700/3757] lr: 1.7808e-02 eta: 23:27:56 time: 0.3300 data_time: 0.0186 memory: 9201 grad_norm: 4.2666 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2167 loss: 2.2167 2022/08/15 23:03:42 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 23:03:42 - mmengine - INFO - Epoch(train) [186][3757/3757] lr: 1.7808e-02 eta: 23:27:43 time: 0.3129 data_time: 0.0180 memory: 9201 grad_norm: 4.1761 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 2.0312 loss: 2.0312 2022/08/15 23:04:18 - mmengine - INFO - Epoch(train) [187][100/3757] lr: 1.7341e-02 eta: 23:27:05 time: 0.3437 data_time: 0.0173 memory: 9201 grad_norm: 4.1308 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1871 loss: 2.1871 2022/08/15 23:04:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 23:04:51 - mmengine - INFO - Epoch(train) [187][200/3757] lr: 1.7341e-02 eta: 23:26:33 time: 0.3281 data_time: 0.0173 memory: 9201 grad_norm: 4.1880 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3501 loss: 2.3501 2022/08/15 23:05:24 - mmengine - INFO - Epoch(train) [187][300/3757] lr: 1.7341e-02 eta: 23:26:01 time: 0.3290 data_time: 0.0185 memory: 9201 grad_norm: 4.1267 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1137 loss: 2.1137 2022/08/15 23:05:57 - mmengine - INFO - Epoch(train) [187][400/3757] lr: 1.7341e-02 eta: 23:25:29 time: 0.3263 data_time: 0.0177 memory: 9201 grad_norm: 4.0859 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0033 loss: 2.0033 2022/08/15 23:06:30 - mmengine - INFO - Epoch(train) [187][500/3757] lr: 1.7341e-02 eta: 23:24:57 time: 0.3251 data_time: 0.0167 memory: 9201 grad_norm: 4.1031 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2208 loss: 2.2208 2022/08/15 23:07:03 - mmengine - INFO - Epoch(train) [187][600/3757] lr: 1.7341e-02 eta: 23:24:26 time: 0.3286 data_time: 0.0184 memory: 9201 grad_norm: 4.1224 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1723 loss: 2.1723 2022/08/15 23:07:36 - mmengine - INFO - Epoch(train) [187][700/3757] lr: 1.7341e-02 eta: 23:23:54 time: 0.3274 data_time: 0.0176 memory: 9201 grad_norm: 4.1309 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1974 loss: 2.1974 2022/08/15 23:08:09 - mmengine - INFO - Epoch(train) [187][800/3757] lr: 1.7341e-02 eta: 23:23:22 time: 0.3277 data_time: 0.0174 memory: 9201 grad_norm: 4.1844 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2297 loss: 2.2297 2022/08/15 23:08:42 - mmengine - INFO - Epoch(train) [187][900/3757] lr: 1.7341e-02 eta: 23:22:50 time: 0.3254 data_time: 0.0174 memory: 9201 grad_norm: 4.2978 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.4158 loss: 2.4158 2022/08/15 23:09:15 - mmengine - INFO - Epoch(train) [187][1000/3757] lr: 1.7341e-02 eta: 23:22:18 time: 0.3271 data_time: 0.0175 memory: 9201 grad_norm: 4.2165 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1756 loss: 2.1756 2022/08/15 23:09:48 - mmengine - INFO - Epoch(train) [187][1100/3757] lr: 1.7341e-02 eta: 23:21:46 time: 0.3340 data_time: 0.0181 memory: 9201 grad_norm: 4.1550 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8671 loss: 1.8671 2022/08/15 23:10:21 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 23:10:21 - mmengine - INFO - Epoch(train) [187][1200/3757] lr: 1.7341e-02 eta: 23:21:14 time: 0.3253 data_time: 0.0177 memory: 9201 grad_norm: 4.3048 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9388 loss: 1.9388 2022/08/15 23:10:54 - mmengine - INFO - Epoch(train) [187][1300/3757] lr: 1.7341e-02 eta: 23:20:43 time: 0.3264 data_time: 0.0173 memory: 9201 grad_norm: 4.1568 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9846 loss: 1.9846 2022/08/15 23:11:27 - mmengine - INFO - Epoch(train) [187][1400/3757] lr: 1.7341e-02 eta: 23:20:11 time: 0.3274 data_time: 0.0174 memory: 9201 grad_norm: 4.0820 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1541 loss: 2.1541 2022/08/15 23:12:00 - mmengine - INFO - Epoch(train) [187][1500/3757] lr: 1.7341e-02 eta: 23:19:39 time: 0.3274 data_time: 0.0172 memory: 9201 grad_norm: 4.1343 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2230 loss: 2.2230 2022/08/15 23:12:33 - mmengine - INFO - Epoch(train) [187][1600/3757] lr: 1.7341e-02 eta: 23:19:07 time: 0.3270 data_time: 0.0169 memory: 9201 grad_norm: 4.1217 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1263 loss: 2.1263 2022/08/15 23:13:06 - mmengine - INFO - Epoch(train) [187][1700/3757] lr: 1.7341e-02 eta: 23:18:35 time: 0.3277 data_time: 0.0172 memory: 9201 grad_norm: 4.1687 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4312 loss: 2.4312 2022/08/15 23:13:39 - mmengine - INFO - Epoch(train) [187][1800/3757] lr: 1.7341e-02 eta: 23:18:03 time: 0.3260 data_time: 0.0173 memory: 9201 grad_norm: 4.1838 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2026 loss: 2.2026 2022/08/15 23:14:12 - mmengine - INFO - Epoch(train) [187][1900/3757] lr: 1.7341e-02 eta: 23:17:31 time: 0.3256 data_time: 0.0174 memory: 9201 grad_norm: 4.1951 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0582 loss: 2.0582 2022/08/15 23:14:45 - mmengine - INFO - Epoch(train) [187][2000/3757] lr: 1.7341e-02 eta: 23:17:00 time: 0.3271 data_time: 0.0166 memory: 9201 grad_norm: 4.0585 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3453 loss: 2.3453 2022/08/15 23:15:18 - mmengine - INFO - Epoch(train) [187][2100/3757] lr: 1.7341e-02 eta: 23:16:28 time: 0.3304 data_time: 0.0180 memory: 9201 grad_norm: 4.0620 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0136 loss: 2.0136 2022/08/15 23:15:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 23:15:51 - mmengine - INFO - Epoch(train) [187][2200/3757] lr: 1.7341e-02 eta: 23:15:56 time: 0.3253 data_time: 0.0165 memory: 9201 grad_norm: 4.0761 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2046 loss: 2.2046 2022/08/15 23:16:24 - mmengine - INFO - Epoch(train) [187][2300/3757] lr: 1.7341e-02 eta: 23:15:24 time: 0.3262 data_time: 0.0168 memory: 9201 grad_norm: 4.1578 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1236 loss: 2.1236 2022/08/15 23:16:57 - mmengine - INFO - Epoch(train) [187][2400/3757] lr: 1.7341e-02 eta: 23:14:52 time: 0.3275 data_time: 0.0177 memory: 9201 grad_norm: 4.1023 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3519 loss: 2.3519 2022/08/15 23:17:30 - mmengine - INFO - Epoch(train) [187][2500/3757] lr: 1.7341e-02 eta: 23:14:20 time: 0.3261 data_time: 0.0164 memory: 9201 grad_norm: 4.2211 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.0530 loss: 2.0530 2022/08/15 23:18:04 - mmengine - INFO - Epoch(train) [187][2600/3757] lr: 1.7341e-02 eta: 23:13:48 time: 0.3280 data_time: 0.0184 memory: 9201 grad_norm: 4.2811 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2679 loss: 2.2679 2022/08/15 23:18:37 - mmengine - INFO - Epoch(train) [187][2700/3757] lr: 1.7341e-02 eta: 23:13:17 time: 0.3272 data_time: 0.0184 memory: 9201 grad_norm: 4.3305 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1974 loss: 2.1974 2022/08/15 23:19:10 - mmengine - INFO - Epoch(train) [187][2800/3757] lr: 1.7341e-02 eta: 23:12:45 time: 0.3271 data_time: 0.0182 memory: 9201 grad_norm: 4.1344 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2023 loss: 2.2023 2022/08/15 23:19:43 - mmengine - INFO - Epoch(train) [187][2900/3757] lr: 1.7341e-02 eta: 23:12:13 time: 0.3265 data_time: 0.0169 memory: 9201 grad_norm: 4.1535 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3367 loss: 2.3367 2022/08/15 23:20:16 - mmengine - INFO - Epoch(train) [187][3000/3757] lr: 1.7341e-02 eta: 23:11:41 time: 0.3261 data_time: 0.0174 memory: 9201 grad_norm: 4.3076 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3066 loss: 2.3066 2022/08/15 23:20:49 - mmengine - INFO - Epoch(train) [187][3100/3757] lr: 1.7341e-02 eta: 23:11:09 time: 0.3468 data_time: 0.0183 memory: 9201 grad_norm: 4.0895 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3144 loss: 2.3144 2022/08/15 23:21:22 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 23:21:22 - mmengine - INFO - Epoch(train) [187][3200/3757] lr: 1.7341e-02 eta: 23:10:37 time: 0.3263 data_time: 0.0175 memory: 9201 grad_norm: 4.1324 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0967 loss: 2.0967 2022/08/15 23:21:56 - mmengine - INFO - Epoch(train) [187][3300/3757] lr: 1.7341e-02 eta: 23:10:06 time: 0.3283 data_time: 0.0181 memory: 9201 grad_norm: 4.1478 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1820 loss: 2.1820 2022/08/15 23:22:29 - mmengine - INFO - Epoch(train) [187][3400/3757] lr: 1.7341e-02 eta: 23:09:34 time: 0.3266 data_time: 0.0165 memory: 9201 grad_norm: 4.0275 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0588 loss: 2.0588 2022/08/15 23:23:02 - mmengine - INFO - Epoch(train) [187][3500/3757] lr: 1.7341e-02 eta: 23:09:02 time: 0.3267 data_time: 0.0176 memory: 9201 grad_norm: 4.1444 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2723 loss: 2.2723 2022/08/15 23:23:35 - mmengine - INFO - Epoch(train) [187][3600/3757] lr: 1.7341e-02 eta: 23:08:30 time: 0.3270 data_time: 0.0171 memory: 9201 grad_norm: 4.2344 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0139 loss: 2.0139 2022/08/15 23:24:08 - mmengine - INFO - Epoch(train) [187][3700/3757] lr: 1.7341e-02 eta: 23:07:58 time: 0.3284 data_time: 0.0172 memory: 9201 grad_norm: 4.1344 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8689 loss: 1.8689 2022/08/15 23:24:26 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 23:24:26 - mmengine - INFO - Epoch(train) [187][3757/3757] lr: 1.7341e-02 eta: 23:07:45 time: 0.3169 data_time: 0.0175 memory: 9201 grad_norm: 4.1124 top1_acc: 0.8571 top5_acc: 0.8571 loss_cls: 2.2056 loss: 2.2056 2022/08/15 23:25:02 - mmengine - INFO - Epoch(train) [188][100/3757] lr: 1.6879e-02 eta: 23:07:07 time: 0.3260 data_time: 0.0169 memory: 9201 grad_norm: 4.1086 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1684 loss: 2.1684 2022/08/15 23:25:35 - mmengine - INFO - Epoch(train) [188][200/3757] lr: 1.6879e-02 eta: 23:06:35 time: 0.3261 data_time: 0.0163 memory: 9201 grad_norm: 4.2197 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4331 loss: 2.4331 2022/08/15 23:26:08 - mmengine - INFO - Epoch(train) [188][300/3757] lr: 1.6879e-02 eta: 23:06:03 time: 0.3272 data_time: 0.0179 memory: 9201 grad_norm: 4.1228 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2544 loss: 2.2544 2022/08/15 23:26:41 - mmengine - INFO - Epoch(train) [188][400/3757] lr: 1.6879e-02 eta: 23:05:32 time: 0.3264 data_time: 0.0170 memory: 9201 grad_norm: 4.1930 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1570 loss: 2.1570 2022/08/15 23:26:55 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 23:27:15 - mmengine - INFO - Epoch(train) [188][500/3757] lr: 1.6879e-02 eta: 23:05:00 time: 0.3325 data_time: 0.0160 memory: 9201 grad_norm: 4.1935 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9993 loss: 1.9993 2022/08/15 23:27:48 - mmengine - INFO - Epoch(train) [188][600/3757] lr: 1.6879e-02 eta: 23:04:28 time: 0.3266 data_time: 0.0190 memory: 9201 grad_norm: 4.2964 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3541 loss: 2.3541 2022/08/15 23:28:21 - mmengine - INFO - Epoch(train) [188][700/3757] lr: 1.6879e-02 eta: 23:03:56 time: 0.3296 data_time: 0.0191 memory: 9201 grad_norm: 4.2969 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5945 loss: 2.5945 2022/08/15 23:28:54 - mmengine - INFO - Epoch(train) [188][800/3757] lr: 1.6879e-02 eta: 23:03:24 time: 0.3269 data_time: 0.0172 memory: 9201 grad_norm: 4.3588 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2937 loss: 2.2937 2022/08/15 23:29:27 - mmengine - INFO - Epoch(train) [188][900/3757] lr: 1.6879e-02 eta: 23:02:52 time: 0.3270 data_time: 0.0171 memory: 9201 grad_norm: 4.1387 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7576 loss: 1.7576 2022/08/15 23:30:00 - mmengine - INFO - Epoch(train) [188][1000/3757] lr: 1.6879e-02 eta: 23:02:21 time: 0.3307 data_time: 0.0186 memory: 9201 grad_norm: 4.1355 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1923 loss: 2.1923 2022/08/15 23:30:33 - mmengine - INFO - Epoch(train) [188][1100/3757] lr: 1.6879e-02 eta: 23:01:49 time: 0.3253 data_time: 0.0168 memory: 9201 grad_norm: 4.2418 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3585 loss: 2.3585 2022/08/15 23:31:06 - mmengine - INFO - Epoch(train) [188][1200/3757] lr: 1.6879e-02 eta: 23:01:17 time: 0.3256 data_time: 0.0174 memory: 9201 grad_norm: 4.2241 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1511 loss: 2.1511 2022/08/15 23:31:39 - mmengine - INFO - Epoch(train) [188][1300/3757] lr: 1.6879e-02 eta: 23:00:45 time: 0.3295 data_time: 0.0179 memory: 9201 grad_norm: 4.1941 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0910 loss: 2.0910 2022/08/15 23:32:12 - mmengine - INFO - Epoch(train) [188][1400/3757] lr: 1.6879e-02 eta: 23:00:13 time: 0.3287 data_time: 0.0185 memory: 9201 grad_norm: 4.0588 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0925 loss: 2.0925 2022/08/15 23:32:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 23:32:45 - mmengine - INFO - Epoch(train) [188][1500/3757] lr: 1.6879e-02 eta: 22:59:41 time: 0.3322 data_time: 0.0162 memory: 9201 grad_norm: 4.2604 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0948 loss: 2.0948 2022/08/15 23:33:18 - mmengine - INFO - Epoch(train) [188][1600/3757] lr: 1.6879e-02 eta: 22:59:09 time: 0.3258 data_time: 0.0170 memory: 9201 grad_norm: 4.1074 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3350 loss: 2.3350 2022/08/15 23:33:51 - mmengine - INFO - Epoch(train) [188][1700/3757] lr: 1.6879e-02 eta: 22:58:37 time: 0.3292 data_time: 0.0193 memory: 9201 grad_norm: 4.2930 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.2487 loss: 2.2487 2022/08/15 23:34:24 - mmengine - INFO - Epoch(train) [188][1800/3757] lr: 1.6879e-02 eta: 22:58:05 time: 0.3251 data_time: 0.0174 memory: 9201 grad_norm: 4.1815 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9734 loss: 1.9734 2022/08/15 23:34:57 - mmengine - INFO - Epoch(train) [188][1900/3757] lr: 1.6879e-02 eta: 22:57:34 time: 0.3271 data_time: 0.0177 memory: 9201 grad_norm: 4.2876 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2475 loss: 2.2475 2022/08/15 23:35:30 - mmengine - INFO - Epoch(train) [188][2000/3757] lr: 1.6879e-02 eta: 22:57:02 time: 0.3266 data_time: 0.0180 memory: 9201 grad_norm: 4.1986 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3114 loss: 2.3114 2022/08/15 23:36:03 - mmengine - INFO - Epoch(train) [188][2100/3757] lr: 1.6879e-02 eta: 22:56:30 time: 0.3268 data_time: 0.0174 memory: 9201 grad_norm: 4.2799 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2843 loss: 2.2843 2022/08/15 23:36:36 - mmengine - INFO - Epoch(train) [188][2200/3757] lr: 1.6879e-02 eta: 22:55:58 time: 0.3282 data_time: 0.0184 memory: 9201 grad_norm: 4.3227 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6912 loss: 2.6912 2022/08/15 23:37:09 - mmengine - INFO - Epoch(train) [188][2300/3757] lr: 1.6879e-02 eta: 22:55:26 time: 0.3264 data_time: 0.0172 memory: 9201 grad_norm: 4.2368 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1652 loss: 2.1652 2022/08/15 23:37:42 - mmengine - INFO - Epoch(train) [188][2400/3757] lr: 1.6879e-02 eta: 22:54:54 time: 0.3278 data_time: 0.0175 memory: 9201 grad_norm: 4.2315 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3468 loss: 2.3468 2022/08/15 23:37:55 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 23:38:15 - mmengine - INFO - Epoch(train) [188][2500/3757] lr: 1.6879e-02 eta: 22:54:22 time: 0.3266 data_time: 0.0170 memory: 9201 grad_norm: 4.0919 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1547 loss: 2.1547 2022/08/15 23:38:48 - mmengine - INFO - Epoch(train) [188][2600/3757] lr: 1.6879e-02 eta: 22:53:51 time: 0.3287 data_time: 0.0176 memory: 9201 grad_norm: 4.3359 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0807 loss: 2.0807 2022/08/15 23:39:21 - mmengine - INFO - Epoch(train) [188][2700/3757] lr: 1.6879e-02 eta: 22:53:19 time: 0.3302 data_time: 0.0180 memory: 9201 grad_norm: 4.1938 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4117 loss: 2.4117 2022/08/15 23:39:54 - mmengine - INFO - Epoch(train) [188][2800/3757] lr: 1.6879e-02 eta: 22:52:47 time: 0.3281 data_time: 0.0182 memory: 9201 grad_norm: 4.2665 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3154 loss: 2.3154 2022/08/15 23:40:27 - mmengine - INFO - Epoch(train) [188][2900/3757] lr: 1.6879e-02 eta: 22:52:15 time: 0.3312 data_time: 0.0167 memory: 9201 grad_norm: 4.2262 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3243 loss: 2.3243 2022/08/15 23:41:00 - mmengine - INFO - Epoch(train) [188][3000/3757] lr: 1.6879e-02 eta: 22:51:43 time: 0.3327 data_time: 0.0161 memory: 9201 grad_norm: 4.2611 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3246 loss: 2.3246 2022/08/15 23:41:33 - mmengine - INFO - Epoch(train) [188][3100/3757] lr: 1.6879e-02 eta: 22:51:11 time: 0.3252 data_time: 0.0171 memory: 9201 grad_norm: 4.2468 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.2817 loss: 2.2817 2022/08/15 23:42:07 - mmengine - INFO - Epoch(train) [188][3200/3757] lr: 1.6879e-02 eta: 22:50:40 time: 0.3266 data_time: 0.0172 memory: 9201 grad_norm: 4.1691 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4370 loss: 2.4370 2022/08/15 23:42:40 - mmengine - INFO - Epoch(train) [188][3300/3757] lr: 1.6879e-02 eta: 22:50:08 time: 0.3273 data_time: 0.0176 memory: 9201 grad_norm: 4.1595 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1392 loss: 2.1392 2022/08/15 23:43:13 - mmengine - INFO - Epoch(train) [188][3400/3757] lr: 1.6879e-02 eta: 22:49:36 time: 0.3256 data_time: 0.0166 memory: 9201 grad_norm: 4.2798 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2478 loss: 2.2478 2022/08/15 23:43:26 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 23:43:46 - mmengine - INFO - Epoch(train) [188][3500/3757] lr: 1.6879e-02 eta: 22:49:04 time: 0.3274 data_time: 0.0187 memory: 9201 grad_norm: 4.3606 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6800 loss: 2.6800 2022/08/15 23:44:19 - mmengine - INFO - Epoch(train) [188][3600/3757] lr: 1.6879e-02 eta: 22:48:32 time: 0.3309 data_time: 0.0186 memory: 9201 grad_norm: 4.1275 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4332 loss: 2.4332 2022/08/15 23:44:52 - mmengine - INFO - Epoch(train) [188][3700/3757] lr: 1.6879e-02 eta: 22:48:00 time: 0.3256 data_time: 0.0167 memory: 9201 grad_norm: 4.1706 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3753 loss: 2.3753 2022/08/15 23:45:10 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 23:45:10 - mmengine - INFO - Epoch(train) [188][3757/3757] lr: 1.6879e-02 eta: 22:47:47 time: 0.3114 data_time: 0.0155 memory: 9201 grad_norm: 4.2898 top1_acc: 0.8571 top5_acc: 1.0000 loss_cls: 2.1833 loss: 2.1833 2022/08/15 23:45:10 - mmengine - INFO - Saving checkpoint at 188 epochs 2022/08/15 23:45:48 - mmengine - INFO - Epoch(train) [189][100/3757] lr: 1.6422e-02 eta: 22:47:08 time: 0.3293 data_time: 0.0171 memory: 9201 grad_norm: 4.2514 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.3024 loss: 2.3024 2022/08/15 23:46:21 - mmengine - INFO - Epoch(train) [189][200/3757] lr: 1.6422e-02 eta: 22:46:37 time: 0.3347 data_time: 0.0180 memory: 9201 grad_norm: 4.2393 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2983 loss: 2.2983 2022/08/15 23:46:54 - mmengine - INFO - Epoch(train) [189][300/3757] lr: 1.6422e-02 eta: 22:46:05 time: 0.3265 data_time: 0.0175 memory: 9201 grad_norm: 4.1783 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2850 loss: 2.2850 2022/08/15 23:47:27 - mmengine - INFO - Epoch(train) [189][400/3757] lr: 1.6422e-02 eta: 22:45:33 time: 0.3268 data_time: 0.0176 memory: 9201 grad_norm: 4.2289 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6845 loss: 2.6845 2022/08/15 23:48:00 - mmengine - INFO - Epoch(train) [189][500/3757] lr: 1.6422e-02 eta: 22:45:01 time: 0.3313 data_time: 0.0183 memory: 9201 grad_norm: 4.2897 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1494 loss: 2.1494 2022/08/15 23:48:33 - mmengine - INFO - Epoch(train) [189][600/3757] lr: 1.6422e-02 eta: 22:44:29 time: 0.3279 data_time: 0.0179 memory: 9201 grad_norm: 4.2672 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2768 loss: 2.2768 2022/08/15 23:49:01 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 23:49:06 - mmengine - INFO - Epoch(train) [189][700/3757] lr: 1.6422e-02 eta: 22:43:57 time: 0.3381 data_time: 0.0174 memory: 9201 grad_norm: 4.3184 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4575 loss: 2.4575 2022/08/15 23:49:39 - mmengine - INFO - Epoch(train) [189][800/3757] lr: 1.6422e-02 eta: 22:43:26 time: 0.3268 data_time: 0.0169 memory: 9201 grad_norm: 4.3235 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1962 loss: 2.1962 2022/08/15 23:50:12 - mmengine - INFO - Epoch(train) [189][900/3757] lr: 1.6422e-02 eta: 22:42:54 time: 0.3270 data_time: 0.0173 memory: 9201 grad_norm: 4.2266 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0794 loss: 2.0794 2022/08/15 23:50:45 - mmengine - INFO - Epoch(train) [189][1000/3757] lr: 1.6422e-02 eta: 22:42:22 time: 0.3259 data_time: 0.0174 memory: 9201 grad_norm: 4.1615 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0285 loss: 2.0285 2022/08/15 23:51:18 - mmengine - INFO - Epoch(train) [189][1100/3757] lr: 1.6422e-02 eta: 22:41:50 time: 0.3272 data_time: 0.0178 memory: 9201 grad_norm: 4.2114 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.4732 loss: 2.4732 2022/08/15 23:51:51 - mmengine - INFO - Epoch(train) [189][1200/3757] lr: 1.6422e-02 eta: 22:41:18 time: 0.3301 data_time: 0.0188 memory: 9201 grad_norm: 4.1072 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9629 loss: 1.9629 2022/08/15 23:52:25 - mmengine - INFO - Epoch(train) [189][1300/3757] lr: 1.6422e-02 eta: 22:40:46 time: 0.3276 data_time: 0.0188 memory: 9201 grad_norm: 4.4010 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0440 loss: 2.0440 2022/08/15 23:52:57 - mmengine - INFO - Epoch(train) [189][1400/3757] lr: 1.6422e-02 eta: 22:40:14 time: 0.3273 data_time: 0.0174 memory: 9201 grad_norm: 4.2585 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0272 loss: 2.0272 2022/08/15 23:53:31 - mmengine - INFO - Epoch(train) [189][1500/3757] lr: 1.6422e-02 eta: 22:39:42 time: 0.3273 data_time: 0.0174 memory: 9201 grad_norm: 4.2758 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0253 loss: 2.0253 2022/08/15 23:54:03 - mmengine - INFO - Epoch(train) [189][1600/3757] lr: 1.6422e-02 eta: 22:39:11 time: 0.3281 data_time: 0.0172 memory: 9201 grad_norm: 4.2340 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3699 loss: 2.3699 2022/08/15 23:54:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/15 23:54:36 - mmengine - INFO - Epoch(train) [189][1700/3757] lr: 1.6422e-02 eta: 22:38:39 time: 0.3271 data_time: 0.0179 memory: 9201 grad_norm: 4.1818 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.4898 loss: 2.4898 2022/08/15 23:55:09 - mmengine - INFO - Epoch(train) [189][1800/3757] lr: 1.6422e-02 eta: 22:38:07 time: 0.3278 data_time: 0.0166 memory: 9201 grad_norm: 4.3116 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2344 loss: 2.2344 2022/08/15 23:55:43 - mmengine - INFO - Epoch(train) [189][1900/3757] lr: 1.6422e-02 eta: 22:37:35 time: 0.3272 data_time: 0.0176 memory: 9201 grad_norm: 4.2887 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2295 loss: 2.2295 2022/08/15 23:56:16 - mmengine - INFO - Epoch(train) [189][2000/3757] lr: 1.6422e-02 eta: 22:37:03 time: 0.3243 data_time: 0.0171 memory: 9201 grad_norm: 4.3451 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9916 loss: 1.9916 2022/08/15 23:56:49 - mmengine - INFO - Epoch(train) [189][2100/3757] lr: 1.6422e-02 eta: 22:36:31 time: 0.3261 data_time: 0.0163 memory: 9201 grad_norm: 4.3474 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3636 loss: 2.3636 2022/08/15 23:57:22 - mmengine - INFO - Epoch(train) [189][2200/3757] lr: 1.6422e-02 eta: 22:35:59 time: 0.3267 data_time: 0.0166 memory: 9201 grad_norm: 4.2256 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2285 loss: 2.2285 2022/08/15 23:57:55 - mmengine - INFO - Epoch(train) [189][2300/3757] lr: 1.6422e-02 eta: 22:35:27 time: 0.3275 data_time: 0.0170 memory: 9201 grad_norm: 4.2705 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0922 loss: 2.0922 2022/08/15 23:58:28 - mmengine - INFO - Epoch(train) [189][2400/3757] lr: 1.6422e-02 eta: 22:34:56 time: 0.3263 data_time: 0.0183 memory: 9201 grad_norm: 4.2217 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3798 loss: 2.3798 2022/08/15 23:59:01 - mmengine - INFO - Epoch(train) [189][2500/3757] lr: 1.6422e-02 eta: 22:34:24 time: 0.3362 data_time: 0.0182 memory: 9201 grad_norm: 4.2754 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0480 loss: 2.0480 2022/08/15 23:59:34 - mmengine - INFO - Epoch(train) [189][2600/3757] lr: 1.6422e-02 eta: 22:33:52 time: 0.3256 data_time: 0.0177 memory: 9201 grad_norm: 4.2757 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9463 loss: 1.9463 2022/08/16 00:00:04 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 00:00:10 - mmengine - INFO - Epoch(train) [189][2700/3757] lr: 1.6422e-02 eta: 22:33:21 time: 0.4495 data_time: 0.0226 memory: 9201 grad_norm: 4.3252 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2290 loss: 2.2290 2022/08/16 00:00:43 - mmengine - INFO - Epoch(train) [189][2800/3757] lr: 1.6422e-02 eta: 22:32:49 time: 0.3275 data_time: 0.0174 memory: 9201 grad_norm: 4.3818 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1992 loss: 2.1992 2022/08/16 00:01:16 - mmengine - INFO - Epoch(train) [189][2900/3757] lr: 1.6422e-02 eta: 22:32:17 time: 0.3261 data_time: 0.0171 memory: 9201 grad_norm: 4.3910 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3165 loss: 2.3165 2022/08/16 00:01:49 - mmengine - INFO - Epoch(train) [189][3000/3757] lr: 1.6422e-02 eta: 22:31:45 time: 0.3315 data_time: 0.0188 memory: 9201 grad_norm: 4.3889 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.3290 loss: 2.3290 2022/08/16 00:02:22 - mmengine - INFO - Epoch(train) [189][3100/3757] lr: 1.6422e-02 eta: 22:31:13 time: 0.3291 data_time: 0.0170 memory: 9201 grad_norm: 4.2301 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.9227 loss: 1.9227 2022/08/16 00:02:55 - mmengine - INFO - Epoch(train) [189][3200/3757] lr: 1.6422e-02 eta: 22:30:42 time: 0.3257 data_time: 0.0166 memory: 9201 grad_norm: 4.3721 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4096 loss: 2.4096 2022/08/16 00:03:28 - mmengine - INFO - Epoch(train) [189][3300/3757] lr: 1.6422e-02 eta: 22:30:10 time: 0.3298 data_time: 0.0180 memory: 9201 grad_norm: 4.2402 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1655 loss: 2.1655 2022/08/16 00:04:01 - mmengine - INFO - Epoch(train) [189][3400/3757] lr: 1.6422e-02 eta: 22:29:38 time: 0.3251 data_time: 0.0170 memory: 9201 grad_norm: 4.3271 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3253 loss: 2.3253 2022/08/16 00:04:34 - mmengine - INFO - Epoch(train) [189][3500/3757] lr: 1.6422e-02 eta: 22:29:06 time: 0.3268 data_time: 0.0174 memory: 9201 grad_norm: 4.3238 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2132 loss: 2.2132 2022/08/16 00:05:07 - mmengine - INFO - Epoch(train) [189][3600/3757] lr: 1.6422e-02 eta: 22:28:34 time: 0.3277 data_time: 0.0183 memory: 9201 grad_norm: 4.3306 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4609 loss: 2.4609 2022/08/16 00:05:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 00:05:40 - mmengine - INFO - Epoch(train) [189][3700/3757] lr: 1.6422e-02 eta: 22:28:02 time: 0.3280 data_time: 0.0195 memory: 9201 grad_norm: 4.2901 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3038 loss: 2.3038 2022/08/16 00:05:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 00:05:59 - mmengine - INFO - Epoch(train) [189][3757/3757] lr: 1.6422e-02 eta: 22:27:49 time: 0.3306 data_time: 0.0180 memory: 9201 grad_norm: 4.1930 top1_acc: 0.4286 top5_acc: 0.5714 loss_cls: 2.1629 loss: 2.1629 2022/08/16 00:06:35 - mmengine - INFO - Epoch(train) [190][100/3757] lr: 1.5970e-02 eta: 22:27:11 time: 0.3267 data_time: 0.0174 memory: 9201 grad_norm: 4.2190 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9023 loss: 1.9023 2022/08/16 00:07:08 - mmengine - INFO - Epoch(train) [190][200/3757] lr: 1.5970e-02 eta: 22:26:39 time: 0.3278 data_time: 0.0184 memory: 9201 grad_norm: 4.2350 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0799 loss: 2.0799 2022/08/16 00:07:41 - mmengine - INFO - Epoch(train) [190][300/3757] lr: 1.5970e-02 eta: 22:26:07 time: 0.3274 data_time: 0.0175 memory: 9201 grad_norm: 4.3980 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1248 loss: 2.1248 2022/08/16 00:08:14 - mmengine - INFO - Epoch(train) [190][400/3757] lr: 1.5970e-02 eta: 22:25:35 time: 0.3300 data_time: 0.0173 memory: 9201 grad_norm: 4.3158 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3892 loss: 2.3892 2022/08/16 00:08:47 - mmengine - INFO - Epoch(train) [190][500/3757] lr: 1.5970e-02 eta: 22:25:03 time: 0.3251 data_time: 0.0168 memory: 9201 grad_norm: 4.4089 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2334 loss: 2.2334 2022/08/16 00:09:20 - mmengine - INFO - Epoch(train) [190][600/3757] lr: 1.5970e-02 eta: 22:24:32 time: 0.3298 data_time: 0.0192 memory: 9201 grad_norm: 4.3673 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1357 loss: 2.1357 2022/08/16 00:09:53 - mmengine - INFO - Epoch(train) [190][700/3757] lr: 1.5970e-02 eta: 22:24:00 time: 0.3276 data_time: 0.0176 memory: 9201 grad_norm: 4.2352 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8484 loss: 1.8484 2022/08/16 00:10:26 - mmengine - INFO - Epoch(train) [190][800/3757] lr: 1.5970e-02 eta: 22:23:28 time: 0.3279 data_time: 0.0170 memory: 9201 grad_norm: 4.5414 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9928 loss: 1.9928 2022/08/16 00:10:59 - mmengine - INFO - Epoch(train) [190][900/3757] lr: 1.5970e-02 eta: 22:22:56 time: 0.3275 data_time: 0.0163 memory: 9201 grad_norm: 4.3538 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.3577 loss: 2.3577 2022/08/16 00:11:08 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 00:11:32 - mmengine - INFO - Epoch(train) [190][1000/3757] lr: 1.5970e-02 eta: 22:22:24 time: 0.3279 data_time: 0.0185 memory: 9201 grad_norm: 4.1683 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2125 loss: 2.2125 2022/08/16 00:12:05 - mmengine - INFO - Epoch(train) [190][1100/3757] lr: 1.5970e-02 eta: 22:21:52 time: 0.3259 data_time: 0.0162 memory: 9201 grad_norm: 4.2752 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2008 loss: 2.2008 2022/08/16 00:12:38 - mmengine - INFO - Epoch(train) [190][1200/3757] lr: 1.5970e-02 eta: 22:21:20 time: 0.3258 data_time: 0.0167 memory: 9201 grad_norm: 4.3267 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9464 loss: 1.9464 2022/08/16 00:13:11 - mmengine - INFO - Epoch(train) [190][1300/3757] lr: 1.5970e-02 eta: 22:20:48 time: 0.3269 data_time: 0.0172 memory: 9201 grad_norm: 4.3187 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1588 loss: 2.1588 2022/08/16 00:13:44 - mmengine - INFO - Epoch(train) [190][1400/3757] lr: 1.5970e-02 eta: 22:20:17 time: 0.3288 data_time: 0.0182 memory: 9201 grad_norm: 4.2828 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1395 loss: 2.1395 2022/08/16 00:14:17 - mmengine - INFO - Epoch(train) [190][1500/3757] lr: 1.5970e-02 eta: 22:19:45 time: 0.3270 data_time: 0.0172 memory: 9201 grad_norm: 4.4169 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.1692 loss: 2.1692 2022/08/16 00:14:50 - mmengine - INFO - Epoch(train) [190][1600/3757] lr: 1.5970e-02 eta: 22:19:13 time: 0.3250 data_time: 0.0164 memory: 9201 grad_norm: 4.3204 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3044 loss: 2.3044 2022/08/16 00:15:23 - mmengine - INFO - Epoch(train) [190][1700/3757] lr: 1.5970e-02 eta: 22:18:41 time: 0.3282 data_time: 0.0166 memory: 9201 grad_norm: 4.2718 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1490 loss: 2.1490 2022/08/16 00:15:56 - mmengine - INFO - Epoch(train) [190][1800/3757] lr: 1.5970e-02 eta: 22:18:09 time: 0.3261 data_time: 0.0177 memory: 9201 grad_norm: 4.3280 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0418 loss: 2.0418 2022/08/16 00:16:29 - mmengine - INFO - Epoch(train) [190][1900/3757] lr: 1.5970e-02 eta: 22:17:37 time: 0.3280 data_time: 0.0181 memory: 9201 grad_norm: 4.4330 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5698 loss: 2.5698 2022/08/16 00:16:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 00:17:02 - mmengine - INFO - Epoch(train) [190][2000/3757] lr: 1.5970e-02 eta: 22:17:05 time: 0.3292 data_time: 0.0181 memory: 9201 grad_norm: 4.2599 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9485 loss: 1.9485 2022/08/16 00:17:35 - mmengine - INFO - Epoch(train) [190][2100/3757] lr: 1.5970e-02 eta: 22:16:33 time: 0.3257 data_time: 0.0180 memory: 9201 grad_norm: 4.3884 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3355 loss: 2.3355 2022/08/16 00:18:09 - mmengine - INFO - Epoch(train) [190][2200/3757] lr: 1.5970e-02 eta: 22:16:02 time: 0.3283 data_time: 0.0173 memory: 9201 grad_norm: 4.2431 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9836 loss: 1.9836 2022/08/16 00:18:41 - mmengine - INFO - Epoch(train) [190][2300/3757] lr: 1.5970e-02 eta: 22:15:30 time: 0.3269 data_time: 0.0183 memory: 9201 grad_norm: 4.3864 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0544 loss: 2.0544 2022/08/16 00:19:14 - mmengine - INFO - Epoch(train) [190][2400/3757] lr: 1.5970e-02 eta: 22:14:58 time: 0.3279 data_time: 0.0187 memory: 9201 grad_norm: 4.2431 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9924 loss: 1.9924 2022/08/16 00:19:47 - mmengine - INFO - Epoch(train) [190][2500/3757] lr: 1.5970e-02 eta: 22:14:26 time: 0.3279 data_time: 0.0184 memory: 9201 grad_norm: 4.3210 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5040 loss: 2.5040 2022/08/16 00:20:21 - mmengine - INFO - Epoch(train) [190][2600/3757] lr: 1.5970e-02 eta: 22:13:54 time: 0.3282 data_time: 0.0176 memory: 9201 grad_norm: 4.3287 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1128 loss: 2.1128 2022/08/16 00:20:54 - mmengine - INFO - Epoch(train) [190][2700/3757] lr: 1.5970e-02 eta: 22:13:22 time: 0.3258 data_time: 0.0165 memory: 9201 grad_norm: 4.4145 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1532 loss: 2.1532 2022/08/16 00:21:27 - mmengine - INFO - Epoch(train) [190][2800/3757] lr: 1.5970e-02 eta: 22:12:50 time: 0.3297 data_time: 0.0175 memory: 9201 grad_norm: 4.3738 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3041 loss: 2.3041 2022/08/16 00:22:00 - mmengine - INFO - Epoch(train) [190][2900/3757] lr: 1.5970e-02 eta: 22:12:18 time: 0.3273 data_time: 0.0172 memory: 9201 grad_norm: 4.2477 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9324 loss: 1.9324 2022/08/16 00:22:09 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 00:22:33 - mmengine - INFO - Epoch(train) [190][3000/3757] lr: 1.5970e-02 eta: 22:11:46 time: 0.3274 data_time: 0.0184 memory: 9201 grad_norm: 4.2793 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0709 loss: 2.0709 2022/08/16 00:23:06 - mmengine - INFO - Epoch(train) [190][3100/3757] lr: 1.5970e-02 eta: 22:11:15 time: 0.3269 data_time: 0.0171 memory: 9201 grad_norm: 4.4682 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1290 loss: 2.1290 2022/08/16 00:23:39 - mmengine - INFO - Epoch(train) [190][3200/3757] lr: 1.5970e-02 eta: 22:10:43 time: 0.3270 data_time: 0.0180 memory: 9201 grad_norm: 4.2001 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2148 loss: 2.2148 2022/08/16 00:24:12 - mmengine - INFO - Epoch(train) [190][3300/3757] lr: 1.5970e-02 eta: 22:10:11 time: 0.3275 data_time: 0.0180 memory: 9201 grad_norm: 4.4266 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1688 loss: 2.1688 2022/08/16 00:24:45 - mmengine - INFO - Epoch(train) [190][3400/3757] lr: 1.5970e-02 eta: 22:09:39 time: 0.3255 data_time: 0.0166 memory: 9201 grad_norm: 4.3739 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6258 loss: 2.6258 2022/08/16 00:25:18 - mmengine - INFO - Epoch(train) [190][3500/3757] lr: 1.5970e-02 eta: 22:09:07 time: 0.3269 data_time: 0.0171 memory: 9201 grad_norm: 4.3850 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3944 loss: 2.3944 2022/08/16 00:25:51 - mmengine - INFO - Epoch(train) [190][3600/3757] lr: 1.5970e-02 eta: 22:08:35 time: 0.3275 data_time: 0.0167 memory: 9201 grad_norm: 4.1875 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1792 loss: 2.1792 2022/08/16 00:26:24 - mmengine - INFO - Epoch(train) [190][3700/3757] lr: 1.5970e-02 eta: 22:08:03 time: 0.3295 data_time: 0.0181 memory: 9201 grad_norm: 4.2502 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1941 loss: 2.1941 2022/08/16 00:26:43 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 00:26:43 - mmengine - INFO - Epoch(train) [190][3757/3757] lr: 1.5970e-02 eta: 22:07:50 time: 0.3160 data_time: 0.0173 memory: 9201 grad_norm: 4.2382 top1_acc: 0.5714 top5_acc: 0.7143 loss_cls: 2.1604 loss: 2.1604 2022/08/16 00:27:05 - mmengine - INFO - Epoch(val) [190][100/310] eta: 0:00:44 time: 0.2103 data_time: 0.0988 memory: 1522 2022/08/16 00:27:26 - mmengine - INFO - Epoch(val) [190][200/310] eta: 0:00:23 time: 0.2108 data_time: 0.0982 memory: 1522 2022/08/16 00:27:47 - mmengine - INFO - Epoch(val) [190][300/310] eta: 0:00:02 time: 0.2128 data_time: 0.1035 memory: 1522 2022/08/16 00:27:52 - mmengine - INFO - Epoch(val) [190][310/310] acc/top1: 0.5629 acc/top5: 0.8113 acc/mean1: 0.5629 2022/08/16 00:27:52 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb/best_acc/top1_epoch_181.pth is removed 2022/08/16 00:27:55 - mmengine - INFO - The best checkpoint with 0.5629 acc/top1 at 191 epoch is saved to best_acc/top1_epoch_191.pth. 2022/08/16 00:28:29 - mmengine - INFO - Epoch(train) [191][100/3757] lr: 1.5523e-02 eta: 22:07:11 time: 0.3272 data_time: 0.0177 memory: 9201 grad_norm: 4.2792 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1982 loss: 2.1982 2022/08/16 00:28:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 00:29:02 - mmengine - INFO - Epoch(train) [191][200/3757] lr: 1.5523e-02 eta: 22:06:40 time: 0.3273 data_time: 0.0166 memory: 9201 grad_norm: 4.2351 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2412 loss: 2.2412 2022/08/16 00:29:35 - mmengine - INFO - Epoch(train) [191][300/3757] lr: 1.5523e-02 eta: 22:06:08 time: 0.3263 data_time: 0.0187 memory: 9201 grad_norm: 4.3782 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9638 loss: 1.9638 2022/08/16 00:30:08 - mmengine - INFO - Epoch(train) [191][400/3757] lr: 1.5523e-02 eta: 22:05:36 time: 0.3279 data_time: 0.0174 memory: 9201 grad_norm: 4.3394 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8011 loss: 1.8011 2022/08/16 00:30:41 - mmengine - INFO - Epoch(train) [191][500/3757] lr: 1.5523e-02 eta: 22:05:04 time: 0.3263 data_time: 0.0168 memory: 9201 grad_norm: 4.2421 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2938 loss: 2.2938 2022/08/16 00:31:14 - mmengine - INFO - Epoch(train) [191][600/3757] lr: 1.5523e-02 eta: 22:04:32 time: 0.3281 data_time: 0.0182 memory: 9201 grad_norm: 4.3045 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1724 loss: 2.1724 2022/08/16 00:31:47 - mmengine - INFO - Epoch(train) [191][700/3757] lr: 1.5523e-02 eta: 22:04:00 time: 0.3259 data_time: 0.0171 memory: 9201 grad_norm: 4.2671 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.1473 loss: 2.1473 2022/08/16 00:32:20 - mmengine - INFO - Epoch(train) [191][800/3757] lr: 1.5523e-02 eta: 22:03:28 time: 0.3248 data_time: 0.0182 memory: 9201 grad_norm: 4.4693 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1551 loss: 2.1551 2022/08/16 00:32:53 - mmengine - INFO - Epoch(train) [191][900/3757] lr: 1.5523e-02 eta: 22:02:56 time: 0.3272 data_time: 0.0177 memory: 9201 grad_norm: 4.3798 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2944 loss: 2.2944 2022/08/16 00:33:26 - mmengine - INFO - Epoch(train) [191][1000/3757] lr: 1.5523e-02 eta: 22:02:24 time: 0.3273 data_time: 0.0172 memory: 9201 grad_norm: 4.3495 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3689 loss: 2.3689 2022/08/16 00:33:59 - mmengine - INFO - Epoch(train) [191][1100/3757] lr: 1.5523e-02 eta: 22:01:52 time: 0.3256 data_time: 0.0177 memory: 9201 grad_norm: 4.3645 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9740 loss: 1.9740 2022/08/16 00:34:22 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 00:34:32 - mmengine - INFO - Epoch(train) [191][1200/3757] lr: 1.5523e-02 eta: 22:01:21 time: 0.3262 data_time: 0.0172 memory: 9201 grad_norm: 4.1306 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1628 loss: 2.1628 2022/08/16 00:35:05 - mmengine - INFO - Epoch(train) [191][1300/3757] lr: 1.5523e-02 eta: 22:00:49 time: 0.3284 data_time: 0.0178 memory: 9201 grad_norm: 4.3706 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1825 loss: 2.1825 2022/08/16 00:35:38 - mmengine - INFO - Epoch(train) [191][1400/3757] lr: 1.5523e-02 eta: 22:00:17 time: 0.3288 data_time: 0.0174 memory: 9201 grad_norm: 4.4934 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1693 loss: 2.1693 2022/08/16 00:36:11 - mmengine - INFO - Epoch(train) [191][1500/3757] lr: 1.5523e-02 eta: 21:59:45 time: 0.3288 data_time: 0.0186 memory: 9201 grad_norm: 4.4143 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1835 loss: 2.1835 2022/08/16 00:36:44 - mmengine - INFO - Epoch(train) [191][1600/3757] lr: 1.5523e-02 eta: 21:59:13 time: 0.3291 data_time: 0.0189 memory: 9201 grad_norm: 4.4644 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1297 loss: 2.1297 2022/08/16 00:37:17 - mmengine - INFO - Epoch(train) [191][1700/3757] lr: 1.5523e-02 eta: 21:58:41 time: 0.3286 data_time: 0.0182 memory: 9201 grad_norm: 4.4410 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1796 loss: 2.1796 2022/08/16 00:37:50 - mmengine - INFO - Epoch(train) [191][1800/3757] lr: 1.5523e-02 eta: 21:58:09 time: 0.3263 data_time: 0.0172 memory: 9201 grad_norm: 4.4865 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.0116 loss: 2.0116 2022/08/16 00:38:24 - mmengine - INFO - Epoch(train) [191][1900/3757] lr: 1.5523e-02 eta: 21:57:37 time: 0.3272 data_time: 0.0169 memory: 9201 grad_norm: 4.3053 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9950 loss: 1.9950 2022/08/16 00:38:57 - mmengine - INFO - Epoch(train) [191][2000/3757] lr: 1.5523e-02 eta: 21:57:06 time: 0.3291 data_time: 0.0169 memory: 9201 grad_norm: 4.4041 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0777 loss: 2.0777 2022/08/16 00:39:30 - mmengine - INFO - Epoch(train) [191][2100/3757] lr: 1.5523e-02 eta: 21:56:34 time: 0.3278 data_time: 0.0170 memory: 9201 grad_norm: 4.3572 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1195 loss: 2.1195 2022/08/16 00:39:53 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 00:40:03 - mmengine - INFO - Epoch(train) [191][2200/3757] lr: 1.5523e-02 eta: 21:56:02 time: 0.3279 data_time: 0.0165 memory: 9201 grad_norm: 4.3324 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3076 loss: 2.3076 2022/08/16 00:40:36 - mmengine - INFO - Epoch(train) [191][2300/3757] lr: 1.5523e-02 eta: 21:55:30 time: 0.3269 data_time: 0.0171 memory: 9201 grad_norm: 4.2719 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0445 loss: 2.0445 2022/08/16 00:41:09 - mmengine - INFO - Epoch(train) [191][2400/3757] lr: 1.5523e-02 eta: 21:54:58 time: 0.3270 data_time: 0.0180 memory: 9201 grad_norm: 4.3729 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9045 loss: 1.9045 2022/08/16 00:41:42 - mmengine - INFO - Epoch(train) [191][2500/3757] lr: 1.5523e-02 eta: 21:54:26 time: 0.3262 data_time: 0.0178 memory: 9201 grad_norm: 4.3123 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5478 loss: 2.5478 2022/08/16 00:42:15 - mmengine - INFO - Epoch(train) [191][2600/3757] lr: 1.5523e-02 eta: 21:53:54 time: 0.3272 data_time: 0.0166 memory: 9201 grad_norm: 4.5272 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2614 loss: 2.2614 2022/08/16 00:42:48 - mmengine - INFO - Epoch(train) [191][2700/3757] lr: 1.5523e-02 eta: 21:53:22 time: 0.3276 data_time: 0.0183 memory: 9201 grad_norm: 4.4244 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1846 loss: 2.1846 2022/08/16 00:43:21 - mmengine - INFO - Epoch(train) [191][2800/3757] lr: 1.5523e-02 eta: 21:52:51 time: 0.3281 data_time: 0.0178 memory: 9201 grad_norm: 4.2355 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0431 loss: 2.0431 2022/08/16 00:43:55 - mmengine - INFO - Epoch(train) [191][2900/3757] lr: 1.5523e-02 eta: 21:52:19 time: 0.3271 data_time: 0.0187 memory: 9201 grad_norm: 4.4596 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.1049 loss: 2.1049 2022/08/16 00:44:28 - mmengine - INFO - Epoch(train) [191][3000/3757] lr: 1.5523e-02 eta: 21:51:47 time: 0.3291 data_time: 0.0183 memory: 9201 grad_norm: 4.2915 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3099 loss: 2.3099 2022/08/16 00:45:01 - mmengine - INFO - Epoch(train) [191][3100/3757] lr: 1.5523e-02 eta: 21:51:15 time: 0.3267 data_time: 0.0173 memory: 9201 grad_norm: 4.3110 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.2352 loss: 2.2352 2022/08/16 00:45:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 00:45:34 - mmengine - INFO - Epoch(train) [191][3200/3757] lr: 1.5523e-02 eta: 21:50:43 time: 0.3280 data_time: 0.0188 memory: 9201 grad_norm: 4.3602 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.2637 loss: 2.2637 2022/08/16 00:46:07 - mmengine - INFO - Epoch(train) [191][3300/3757] lr: 1.5523e-02 eta: 21:50:11 time: 0.3295 data_time: 0.0178 memory: 9201 grad_norm: 4.1465 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8595 loss: 1.8595 2022/08/16 00:46:40 - mmengine - INFO - Epoch(train) [191][3400/3757] lr: 1.5523e-02 eta: 21:49:39 time: 0.3274 data_time: 0.0165 memory: 9201 grad_norm: 4.3713 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9904 loss: 1.9904 2022/08/16 00:47:13 - mmengine - INFO - Epoch(train) [191][3500/3757] lr: 1.5523e-02 eta: 21:49:07 time: 0.3277 data_time: 0.0174 memory: 9201 grad_norm: 4.5351 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1012 loss: 2.1012 2022/08/16 00:47:46 - mmengine - INFO - Epoch(train) [191][3600/3757] lr: 1.5523e-02 eta: 21:48:36 time: 0.3271 data_time: 0.0181 memory: 9201 grad_norm: 4.2576 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3497 loss: 2.3497 2022/08/16 00:48:19 - mmengine - INFO - Epoch(train) [191][3700/3757] lr: 1.5523e-02 eta: 21:48:04 time: 0.3295 data_time: 0.0180 memory: 9201 grad_norm: 4.3795 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3393 loss: 2.3393 2022/08/16 00:48:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 00:48:38 - mmengine - INFO - Epoch(train) [191][3757/3757] lr: 1.5523e-02 eta: 21:47:51 time: 0.3129 data_time: 0.0162 memory: 9201 grad_norm: 4.3993 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 2.0694 loss: 2.0694 2022/08/16 00:49:13 - mmengine - INFO - Epoch(train) [192][100/3757] lr: 1.5081e-02 eta: 21:47:12 time: 0.3308 data_time: 0.0172 memory: 9201 grad_norm: 4.4495 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0269 loss: 2.0269 2022/08/16 00:49:46 - mmengine - INFO - Epoch(train) [192][200/3757] lr: 1.5081e-02 eta: 21:46:41 time: 0.3260 data_time: 0.0168 memory: 9201 grad_norm: 4.3426 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4648 loss: 2.4648 2022/08/16 00:50:19 - mmengine - INFO - Epoch(train) [192][300/3757] lr: 1.5081e-02 eta: 21:46:09 time: 0.3264 data_time: 0.0185 memory: 9201 grad_norm: 4.3432 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3325 loss: 2.3325 2022/08/16 00:50:52 - mmengine - INFO - Epoch(train) [192][400/3757] lr: 1.5081e-02 eta: 21:45:37 time: 0.3287 data_time: 0.0179 memory: 9201 grad_norm: 4.2641 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9239 loss: 1.9239 2022/08/16 00:50:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 00:51:25 - mmengine - INFO - Epoch(train) [192][500/3757] lr: 1.5081e-02 eta: 21:45:05 time: 0.3276 data_time: 0.0181 memory: 9201 grad_norm: 4.3156 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1509 loss: 2.1509 2022/08/16 00:51:58 - mmengine - INFO - Epoch(train) [192][600/3757] lr: 1.5081e-02 eta: 21:44:33 time: 0.3280 data_time: 0.0179 memory: 9201 grad_norm: 4.6037 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.1126 loss: 2.1126 2022/08/16 00:52:31 - mmengine - INFO - Epoch(train) [192][700/3757] lr: 1.5081e-02 eta: 21:44:01 time: 0.3280 data_time: 0.0172 memory: 9201 grad_norm: 4.3360 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1234 loss: 2.1234 2022/08/16 00:53:04 - mmengine - INFO - Epoch(train) [192][800/3757] lr: 1.5081e-02 eta: 21:43:29 time: 0.3280 data_time: 0.0183 memory: 9201 grad_norm: 4.4094 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2250 loss: 2.2250 2022/08/16 00:53:37 - mmengine - INFO - Epoch(train) [192][900/3757] lr: 1.5081e-02 eta: 21:42:57 time: 0.3260 data_time: 0.0183 memory: 9201 grad_norm: 4.4599 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1723 loss: 2.1723 2022/08/16 00:54:10 - mmengine - INFO - Epoch(train) [192][1000/3757] lr: 1.5081e-02 eta: 21:42:25 time: 0.3267 data_time: 0.0178 memory: 9201 grad_norm: 4.3508 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0043 loss: 2.0043 2022/08/16 00:54:43 - mmengine - INFO - Epoch(train) [192][1100/3757] lr: 1.5081e-02 eta: 21:41:53 time: 0.3301 data_time: 0.0186 memory: 9201 grad_norm: 4.2872 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4778 loss: 2.4778 2022/08/16 00:55:16 - mmengine - INFO - Epoch(train) [192][1200/3757] lr: 1.5081e-02 eta: 21:41:22 time: 0.3278 data_time: 0.0171 memory: 9201 grad_norm: 4.3238 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9526 loss: 1.9526 2022/08/16 00:55:49 - mmengine - INFO - Epoch(train) [192][1300/3757] lr: 1.5081e-02 eta: 21:40:50 time: 0.3268 data_time: 0.0168 memory: 9201 grad_norm: 4.4010 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2600 loss: 2.2600 2022/08/16 00:56:22 - mmengine - INFO - Epoch(train) [192][1400/3757] lr: 1.5081e-02 eta: 21:40:18 time: 0.3277 data_time: 0.0190 memory: 9201 grad_norm: 4.4020 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2936 loss: 2.2936 2022/08/16 00:56:27 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 00:56:55 - mmengine - INFO - Epoch(train) [192][1500/3757] lr: 1.5081e-02 eta: 21:39:46 time: 0.3265 data_time: 0.0172 memory: 9201 grad_norm: 4.4764 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2945 loss: 2.2945 2022/08/16 00:57:29 - mmengine - INFO - Epoch(train) [192][1600/3757] lr: 1.5081e-02 eta: 21:39:14 time: 0.3295 data_time: 0.0185 memory: 9201 grad_norm: 4.2566 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.1747 loss: 2.1747 2022/08/16 00:58:02 - mmengine - INFO - Epoch(train) [192][1700/3757] lr: 1.5081e-02 eta: 21:38:42 time: 0.3258 data_time: 0.0162 memory: 9201 grad_norm: 4.3375 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0787 loss: 2.0787 2022/08/16 00:58:35 - mmengine - INFO - Epoch(train) [192][1800/3757] lr: 1.5081e-02 eta: 21:38:10 time: 0.3275 data_time: 0.0173 memory: 9201 grad_norm: 4.2832 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2703 loss: 2.2703 2022/08/16 00:59:08 - mmengine - INFO - Epoch(train) [192][1900/3757] lr: 1.5081e-02 eta: 21:37:38 time: 0.3292 data_time: 0.0163 memory: 9201 grad_norm: 4.3258 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0256 loss: 2.0256 2022/08/16 00:59:41 - mmengine - INFO - Epoch(train) [192][2000/3757] lr: 1.5081e-02 eta: 21:37:06 time: 0.3276 data_time: 0.0167 memory: 9201 grad_norm: 4.2255 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0611 loss: 2.0611 2022/08/16 01:00:14 - mmengine - INFO - Epoch(train) [192][2100/3757] lr: 1.5081e-02 eta: 21:36:35 time: 0.3302 data_time: 0.0170 memory: 9201 grad_norm: 4.4590 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4779 loss: 2.4779 2022/08/16 01:00:47 - mmengine - INFO - Epoch(train) [192][2200/3757] lr: 1.5081e-02 eta: 21:36:03 time: 0.3332 data_time: 0.0189 memory: 9201 grad_norm: 4.2971 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1787 loss: 2.1787 2022/08/16 01:01:21 - mmengine - INFO - Epoch(train) [192][2300/3757] lr: 1.5081e-02 eta: 21:35:31 time: 0.3276 data_time: 0.0168 memory: 9201 grad_norm: 4.3400 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 2.1798 loss: 2.1798 2022/08/16 01:01:54 - mmengine - INFO - Epoch(train) [192][2400/3757] lr: 1.5081e-02 eta: 21:34:59 time: 0.3337 data_time: 0.0175 memory: 9201 grad_norm: 4.3954 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9906 loss: 1.9906 2022/08/16 01:01:58 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 01:02:27 - mmengine - INFO - Epoch(train) [192][2500/3757] lr: 1.5081e-02 eta: 21:34:27 time: 0.3280 data_time: 0.0173 memory: 9201 grad_norm: 4.3831 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8958 loss: 1.8958 2022/08/16 01:03:00 - mmengine - INFO - Epoch(train) [192][2600/3757] lr: 1.5081e-02 eta: 21:33:55 time: 0.3261 data_time: 0.0176 memory: 9201 grad_norm: 4.2642 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2539 loss: 2.2539 2022/08/16 01:03:33 - mmengine - INFO - Epoch(train) [192][2700/3757] lr: 1.5081e-02 eta: 21:33:23 time: 0.3271 data_time: 0.0165 memory: 9201 grad_norm: 4.2652 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4420 loss: 2.4420 2022/08/16 01:04:06 - mmengine - INFO - Epoch(train) [192][2800/3757] lr: 1.5081e-02 eta: 21:32:51 time: 0.3331 data_time: 0.0187 memory: 9201 grad_norm: 4.4238 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1519 loss: 2.1519 2022/08/16 01:04:39 - mmengine - INFO - Epoch(train) [192][2900/3757] lr: 1.5081e-02 eta: 21:32:19 time: 0.3253 data_time: 0.0192 memory: 9201 grad_norm: 4.4438 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3551 loss: 2.3551 2022/08/16 01:05:12 - mmengine - INFO - Epoch(train) [192][3000/3757] lr: 1.5081e-02 eta: 21:31:48 time: 0.3253 data_time: 0.0182 memory: 9201 grad_norm: 4.3711 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.1007 loss: 2.1007 2022/08/16 01:05:45 - mmengine - INFO - Epoch(train) [192][3100/3757] lr: 1.5081e-02 eta: 21:31:16 time: 0.3282 data_time: 0.0181 memory: 9201 grad_norm: 4.4359 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0674 loss: 2.0674 2022/08/16 01:06:18 - mmengine - INFO - Epoch(train) [192][3200/3757] lr: 1.5081e-02 eta: 21:30:44 time: 0.3319 data_time: 0.0176 memory: 9201 grad_norm: 4.2662 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2177 loss: 2.2177 2022/08/16 01:06:51 - mmengine - INFO - Epoch(train) [192][3300/3757] lr: 1.5081e-02 eta: 21:30:12 time: 0.3272 data_time: 0.0174 memory: 9201 grad_norm: 4.4614 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.1617 loss: 2.1617 2022/08/16 01:07:24 - mmengine - INFO - Epoch(train) [192][3400/3757] lr: 1.5081e-02 eta: 21:29:40 time: 0.3264 data_time: 0.0170 memory: 9201 grad_norm: 4.3963 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3004 loss: 2.3004 2022/08/16 01:07:29 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 01:07:57 - mmengine - INFO - Epoch(train) [192][3500/3757] lr: 1.5081e-02 eta: 21:29:08 time: 0.3282 data_time: 0.0171 memory: 9201 grad_norm: 4.3815 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.2899 loss: 2.2899 2022/08/16 01:08:30 - mmengine - INFO - Epoch(train) [192][3600/3757] lr: 1.5081e-02 eta: 21:28:36 time: 0.3286 data_time: 0.0172 memory: 9201 grad_norm: 4.4118 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4241 loss: 2.4241 2022/08/16 01:09:04 - mmengine - INFO - Epoch(train) [192][3700/3757] lr: 1.5081e-02 eta: 21:28:04 time: 0.3262 data_time: 0.0165 memory: 9201 grad_norm: 4.3438 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3850 loss: 2.3850 2022/08/16 01:09:22 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 01:09:22 - mmengine - INFO - Epoch(train) [192][3757/3757] lr: 1.5081e-02 eta: 21:27:52 time: 0.3107 data_time: 0.0161 memory: 9201 grad_norm: 4.3614 top1_acc: 0.4286 top5_acc: 0.8571 loss_cls: 2.3388 loss: 2.3388 2022/08/16 01:09:22 - mmengine - INFO - Saving checkpoint at 192 epochs 2022/08/16 01:10:00 - mmengine - INFO - Epoch(train) [193][100/3757] lr: 1.4645e-02 eta: 21:27:13 time: 0.3261 data_time: 0.0171 memory: 9201 grad_norm: 4.3175 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0922 loss: 2.0922 2022/08/16 01:10:33 - mmengine - INFO - Epoch(train) [193][200/3757] lr: 1.4645e-02 eta: 21:26:41 time: 0.3259 data_time: 0.0171 memory: 9201 grad_norm: 4.4669 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0066 loss: 2.0066 2022/08/16 01:11:06 - mmengine - INFO - Epoch(train) [193][300/3757] lr: 1.4645e-02 eta: 21:26:09 time: 0.3277 data_time: 0.0170 memory: 9201 grad_norm: 4.3221 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1559 loss: 2.1559 2022/08/16 01:11:39 - mmengine - INFO - Epoch(train) [193][400/3757] lr: 1.4645e-02 eta: 21:25:37 time: 0.3277 data_time: 0.0173 memory: 9201 grad_norm: 4.4742 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1023 loss: 2.1023 2022/08/16 01:12:12 - mmengine - INFO - Epoch(train) [193][500/3757] lr: 1.4645e-02 eta: 21:25:05 time: 0.3272 data_time: 0.0175 memory: 9201 grad_norm: 4.3793 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9934 loss: 1.9934 2022/08/16 01:12:45 - mmengine - INFO - Epoch(train) [193][600/3757] lr: 1.4645e-02 eta: 21:24:33 time: 0.3282 data_time: 0.0173 memory: 9201 grad_norm: 4.4734 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9317 loss: 1.9317 2022/08/16 01:13:04 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 01:13:18 - mmengine - INFO - Epoch(train) [193][700/3757] lr: 1.4645e-02 eta: 21:24:01 time: 0.3276 data_time: 0.0174 memory: 9201 grad_norm: 4.4255 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5445 loss: 2.5445 2022/08/16 01:13:51 - mmengine - INFO - Epoch(train) [193][800/3757] lr: 1.4645e-02 eta: 21:23:29 time: 0.3273 data_time: 0.0174 memory: 9201 grad_norm: 4.2150 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0722 loss: 2.0722 2022/08/16 01:14:24 - mmengine - INFO - Epoch(train) [193][900/3757] lr: 1.4645e-02 eta: 21:22:57 time: 0.3266 data_time: 0.0166 memory: 9201 grad_norm: 4.4040 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1785 loss: 2.1785 2022/08/16 01:14:57 - mmengine - INFO - Epoch(train) [193][1000/3757] lr: 1.4645e-02 eta: 21:22:26 time: 0.3296 data_time: 0.0173 memory: 9201 grad_norm: 4.2413 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0830 loss: 2.0830 2022/08/16 01:15:30 - mmengine - INFO - Epoch(train) [193][1100/3757] lr: 1.4645e-02 eta: 21:21:54 time: 0.3267 data_time: 0.0179 memory: 9201 grad_norm: 4.4200 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1338 loss: 2.1338 2022/08/16 01:16:03 - mmengine - INFO - Epoch(train) [193][1200/3757] lr: 1.4645e-02 eta: 21:21:22 time: 0.3264 data_time: 0.0166 memory: 9201 grad_norm: 4.4154 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2164 loss: 2.2164 2022/08/16 01:16:37 - mmengine - INFO - Epoch(train) [193][1300/3757] lr: 1.4645e-02 eta: 21:20:50 time: 0.3278 data_time: 0.0182 memory: 9201 grad_norm: 4.4910 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4028 loss: 2.4028 2022/08/16 01:17:10 - mmengine - INFO - Epoch(train) [193][1400/3757] lr: 1.4645e-02 eta: 21:20:18 time: 0.3274 data_time: 0.0173 memory: 9201 grad_norm: 4.3482 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0493 loss: 2.0493 2022/08/16 01:17:43 - mmengine - INFO - Epoch(train) [193][1500/3757] lr: 1.4645e-02 eta: 21:19:46 time: 0.3276 data_time: 0.0179 memory: 9201 grad_norm: 4.4163 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2689 loss: 2.2689 2022/08/16 01:18:56 - mmengine - INFO - Epoch(train) [193][1600/3757] lr: 1.4645e-02 eta: 21:19:28 time: 0.3270 data_time: 0.0182 memory: 9201 grad_norm: 4.4119 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1925 loss: 2.1925 2022/08/16 01:19:15 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 01:19:29 - mmengine - INFO - Epoch(train) [193][1700/3757] lr: 1.4645e-02 eta: 21:18:56 time: 0.3277 data_time: 0.0181 memory: 9201 grad_norm: 4.4199 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.7906 loss: 1.7906 2022/08/16 01:20:03 - mmengine - INFO - Epoch(train) [193][1800/3757] lr: 1.4645e-02 eta: 21:18:24 time: 0.3266 data_time: 0.0174 memory: 9201 grad_norm: 4.4582 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1575 loss: 2.1575 2022/08/16 01:20:36 - mmengine - INFO - Epoch(train) [193][1900/3757] lr: 1.4645e-02 eta: 21:17:52 time: 0.3355 data_time: 0.0253 memory: 9201 grad_norm: 4.4754 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9270 loss: 1.9270 2022/08/16 01:21:09 - mmengine - INFO - Epoch(train) [193][2000/3757] lr: 1.4645e-02 eta: 21:17:20 time: 0.3282 data_time: 0.0169 memory: 9201 grad_norm: 4.5014 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1387 loss: 2.1387 2022/08/16 01:21:42 - mmengine - INFO - Epoch(train) [193][2100/3757] lr: 1.4645e-02 eta: 21:16:48 time: 0.3271 data_time: 0.0180 memory: 9201 grad_norm: 4.5454 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3067 loss: 2.3067 2022/08/16 01:22:15 - mmengine - INFO - Epoch(train) [193][2200/3757] lr: 1.4645e-02 eta: 21:16:16 time: 0.3279 data_time: 0.0167 memory: 9201 grad_norm: 4.3254 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0703 loss: 2.0703 2022/08/16 01:22:48 - mmengine - INFO - Epoch(train) [193][2300/3757] lr: 1.4645e-02 eta: 21:15:44 time: 0.3274 data_time: 0.0170 memory: 9201 grad_norm: 4.3275 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8698 loss: 1.8698 2022/08/16 01:23:21 - mmengine - INFO - Epoch(train) [193][2400/3757] lr: 1.4645e-02 eta: 21:15:12 time: 0.3263 data_time: 0.0167 memory: 9201 grad_norm: 4.3947 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1316 loss: 2.1316 2022/08/16 01:23:54 - mmengine - INFO - Epoch(train) [193][2500/3757] lr: 1.4645e-02 eta: 21:14:40 time: 0.3255 data_time: 0.0164 memory: 9201 grad_norm: 4.3581 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9622 loss: 1.9622 2022/08/16 01:24:27 - mmengine - INFO - Epoch(train) [193][2600/3757] lr: 1.4645e-02 eta: 21:14:08 time: 0.3296 data_time: 0.0202 memory: 9201 grad_norm: 4.3262 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1590 loss: 2.1590 2022/08/16 01:24:46 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 01:25:00 - mmengine - INFO - Epoch(train) [193][2700/3757] lr: 1.4645e-02 eta: 21:13:37 time: 0.3272 data_time: 0.0172 memory: 9201 grad_norm: 4.4252 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.6378 loss: 2.6378 2022/08/16 01:25:33 - mmengine - INFO - Epoch(train) [193][2800/3757] lr: 1.4645e-02 eta: 21:13:05 time: 0.3277 data_time: 0.0176 memory: 9201 grad_norm: 4.6475 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1435 loss: 2.1435 2022/08/16 01:26:06 - mmengine - INFO - Epoch(train) [193][2900/3757] lr: 1.4645e-02 eta: 21:12:33 time: 0.3288 data_time: 0.0179 memory: 9201 grad_norm: 4.4570 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1678 loss: 2.1678 2022/08/16 01:26:39 - mmengine - INFO - Epoch(train) [193][3000/3757] lr: 1.4645e-02 eta: 21:12:01 time: 0.3280 data_time: 0.0171 memory: 9201 grad_norm: 4.4957 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2562 loss: 2.2562 2022/08/16 01:27:12 - mmengine - INFO - Epoch(train) [193][3100/3757] lr: 1.4645e-02 eta: 21:11:29 time: 0.3253 data_time: 0.0169 memory: 9201 grad_norm: 4.5057 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1810 loss: 2.1810 2022/08/16 01:27:46 - mmengine - INFO - Epoch(train) [193][3200/3757] lr: 1.4645e-02 eta: 21:10:57 time: 0.3272 data_time: 0.0168 memory: 9201 grad_norm: 4.5128 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7861 loss: 1.7861 2022/08/16 01:28:19 - mmengine - INFO - Epoch(train) [193][3300/3757] lr: 1.4645e-02 eta: 21:10:25 time: 0.3282 data_time: 0.0173 memory: 9201 grad_norm: 4.3526 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2626 loss: 2.2626 2022/08/16 01:28:52 - mmengine - INFO - Epoch(train) [193][3400/3757] lr: 1.4645e-02 eta: 21:09:53 time: 0.3282 data_time: 0.0178 memory: 9201 grad_norm: 4.4798 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9767 loss: 1.9767 2022/08/16 01:29:25 - mmengine - INFO - Epoch(train) [193][3500/3757] lr: 1.4645e-02 eta: 21:09:21 time: 0.3267 data_time: 0.0176 memory: 9201 grad_norm: 4.2998 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9355 loss: 1.9355 2022/08/16 01:29:58 - mmengine - INFO - Epoch(train) [193][3600/3757] lr: 1.4645e-02 eta: 21:08:49 time: 0.3279 data_time: 0.0169 memory: 9201 grad_norm: 4.2740 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0846 loss: 2.0846 2022/08/16 01:30:17 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 01:30:31 - mmengine - INFO - Epoch(train) [193][3700/3757] lr: 1.4645e-02 eta: 21:08:18 time: 0.3297 data_time: 0.0176 memory: 9201 grad_norm: 4.4121 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.2026 loss: 2.2026 2022/08/16 01:30:50 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 01:30:50 - mmengine - INFO - Epoch(train) [193][3757/3757] lr: 1.4645e-02 eta: 21:08:05 time: 0.3138 data_time: 0.0168 memory: 9201 grad_norm: 4.4145 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 2.0168 loss: 2.0168 2022/08/16 01:31:25 - mmengine - INFO - Epoch(train) [194][100/3757] lr: 1.4213e-02 eta: 21:07:26 time: 0.3267 data_time: 0.0184 memory: 9201 grad_norm: 4.3198 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1847 loss: 2.1847 2022/08/16 01:31:58 - mmengine - INFO - Epoch(train) [194][200/3757] lr: 1.4213e-02 eta: 21:06:54 time: 0.3269 data_time: 0.0170 memory: 9201 grad_norm: 4.5005 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8943 loss: 1.8943 2022/08/16 01:32:31 - mmengine - INFO - Epoch(train) [194][300/3757] lr: 1.4213e-02 eta: 21:06:23 time: 0.3315 data_time: 0.0193 memory: 9201 grad_norm: 4.3767 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9853 loss: 1.9853 2022/08/16 01:33:05 - mmengine - INFO - Epoch(train) [194][400/3757] lr: 1.4213e-02 eta: 21:05:51 time: 0.3280 data_time: 0.0176 memory: 9201 grad_norm: 4.5166 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9703 loss: 1.9703 2022/08/16 01:33:37 - mmengine - INFO - Epoch(train) [194][500/3757] lr: 1.4213e-02 eta: 21:05:19 time: 0.3278 data_time: 0.0164 memory: 9201 grad_norm: 4.5094 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9295 loss: 1.9295 2022/08/16 01:34:11 - mmengine - INFO - Epoch(train) [194][600/3757] lr: 1.4213e-02 eta: 21:04:47 time: 0.3313 data_time: 0.0173 memory: 9201 grad_norm: 4.4102 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4748 loss: 2.4748 2022/08/16 01:34:44 - mmengine - INFO - Epoch(train) [194][700/3757] lr: 1.4213e-02 eta: 21:04:15 time: 0.3279 data_time: 0.0175 memory: 9201 grad_norm: 4.5134 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2184 loss: 2.2184 2022/08/16 01:35:17 - mmengine - INFO - Epoch(train) [194][800/3757] lr: 1.4213e-02 eta: 21:03:43 time: 0.3272 data_time: 0.0178 memory: 9201 grad_norm: 4.5091 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8480 loss: 1.8480 2022/08/16 01:35:50 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 01:35:50 - mmengine - INFO - Epoch(train) [194][900/3757] lr: 1.4213e-02 eta: 21:03:11 time: 0.3369 data_time: 0.0194 memory: 9201 grad_norm: 4.6390 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3511 loss: 2.3511 2022/08/16 01:36:23 - mmengine - INFO - Epoch(train) [194][1000/3757] lr: 1.4213e-02 eta: 21:02:39 time: 0.3277 data_time: 0.0167 memory: 9201 grad_norm: 4.3723 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0912 loss: 2.0912 2022/08/16 01:36:56 - mmengine - INFO - Epoch(train) [194][1100/3757] lr: 1.4213e-02 eta: 21:02:07 time: 0.3261 data_time: 0.0167 memory: 9201 grad_norm: 4.3958 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2480 loss: 2.2480 2022/08/16 01:37:29 - mmengine - INFO - Epoch(train) [194][1200/3757] lr: 1.4213e-02 eta: 21:01:35 time: 0.3276 data_time: 0.0165 memory: 9201 grad_norm: 4.4080 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4019 loss: 2.4019 2022/08/16 01:38:02 - mmengine - INFO - Epoch(train) [194][1300/3757] lr: 1.4213e-02 eta: 21:01:03 time: 0.3296 data_time: 0.0187 memory: 9201 grad_norm: 4.5680 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0731 loss: 2.0731 2022/08/16 01:38:35 - mmengine - INFO - Epoch(train) [194][1400/3757] lr: 1.4213e-02 eta: 21:00:32 time: 0.3267 data_time: 0.0167 memory: 9201 grad_norm: 4.4256 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2126 loss: 2.2126 2022/08/16 01:39:08 - mmengine - INFO - Epoch(train) [194][1500/3757] lr: 1.4213e-02 eta: 21:00:00 time: 0.3274 data_time: 0.0180 memory: 9201 grad_norm: 4.2573 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8125 loss: 1.8125 2022/08/16 01:39:41 - mmengine - INFO - Epoch(train) [194][1600/3757] lr: 1.4213e-02 eta: 20:59:28 time: 0.3299 data_time: 0.0180 memory: 9201 grad_norm: 4.5201 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2822 loss: 2.2822 2022/08/16 01:40:14 - mmengine - INFO - Epoch(train) [194][1700/3757] lr: 1.4213e-02 eta: 20:58:56 time: 0.3268 data_time: 0.0175 memory: 9201 grad_norm: 4.5402 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1545 loss: 2.1545 2022/08/16 01:40:48 - mmengine - INFO - Epoch(train) [194][1800/3757] lr: 1.4213e-02 eta: 20:58:24 time: 0.3287 data_time: 0.0184 memory: 9201 grad_norm: 4.5103 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1466 loss: 2.1466 2022/08/16 01:41:20 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 01:41:20 - mmengine - INFO - Epoch(train) [194][1900/3757] lr: 1.4213e-02 eta: 20:57:52 time: 0.3272 data_time: 0.0163 memory: 9201 grad_norm: 4.4492 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2088 loss: 2.2088 2022/08/16 01:41:54 - mmengine - INFO - Epoch(train) [194][2000/3757] lr: 1.4213e-02 eta: 20:57:20 time: 0.3276 data_time: 0.0168 memory: 9201 grad_norm: 4.5181 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0384 loss: 2.0384 2022/08/16 01:42:27 - mmengine - INFO - Epoch(train) [194][2100/3757] lr: 1.4213e-02 eta: 20:56:48 time: 0.3269 data_time: 0.0163 memory: 9201 grad_norm: 4.3455 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9839 loss: 1.9839 2022/08/16 01:43:00 - mmengine - INFO - Epoch(train) [194][2200/3757] lr: 1.4213e-02 eta: 20:56:16 time: 0.3285 data_time: 0.0178 memory: 9201 grad_norm: 4.3591 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0156 loss: 2.0156 2022/08/16 01:43:33 - mmengine - INFO - Epoch(train) [194][2300/3757] lr: 1.4213e-02 eta: 20:55:44 time: 0.3290 data_time: 0.0186 memory: 9201 grad_norm: 4.5197 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1099 loss: 2.1099 2022/08/16 01:44:06 - mmengine - INFO - Epoch(train) [194][2400/3757] lr: 1.4213e-02 eta: 20:55:12 time: 0.3253 data_time: 0.0168 memory: 9201 grad_norm: 4.5582 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3026 loss: 2.3026 2022/08/16 01:44:39 - mmengine - INFO - Epoch(train) [194][2500/3757] lr: 1.4213e-02 eta: 20:54:40 time: 0.3282 data_time: 0.0177 memory: 9201 grad_norm: 4.4130 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0894 loss: 2.0894 2022/08/16 01:45:12 - mmengine - INFO - Epoch(train) [194][2600/3757] lr: 1.4213e-02 eta: 20:54:09 time: 0.3287 data_time: 0.0172 memory: 9201 grad_norm: 4.4129 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8572 loss: 1.8572 2022/08/16 01:45:45 - mmengine - INFO - Epoch(train) [194][2700/3757] lr: 1.4213e-02 eta: 20:53:37 time: 0.3265 data_time: 0.0177 memory: 9201 grad_norm: 4.5305 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0315 loss: 2.0315 2022/08/16 01:46:19 - mmengine - INFO - Epoch(train) [194][2800/3757] lr: 1.4213e-02 eta: 20:53:05 time: 0.3288 data_time: 0.0181 memory: 9201 grad_norm: 4.5816 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4599 loss: 2.4599 2022/08/16 01:46:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 01:46:52 - mmengine - INFO - Epoch(train) [194][2900/3757] lr: 1.4213e-02 eta: 20:52:33 time: 0.3289 data_time: 0.0178 memory: 9201 grad_norm: 4.4119 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2954 loss: 2.2954 2022/08/16 01:47:25 - mmengine - INFO - Epoch(train) [194][3000/3757] lr: 1.4213e-02 eta: 20:52:01 time: 0.3266 data_time: 0.0175 memory: 9201 grad_norm: 4.3218 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1866 loss: 2.1866 2022/08/16 01:47:58 - mmengine - INFO - Epoch(train) [194][3100/3757] lr: 1.4213e-02 eta: 20:51:29 time: 0.3278 data_time: 0.0172 memory: 9201 grad_norm: 4.5676 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1162 loss: 2.1162 2022/08/16 01:48:31 - mmengine - INFO - Epoch(train) [194][3200/3757] lr: 1.4213e-02 eta: 20:50:57 time: 0.3277 data_time: 0.0177 memory: 9201 grad_norm: 4.4867 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9229 loss: 1.9229 2022/08/16 01:49:04 - mmengine - INFO - Epoch(train) [194][3300/3757] lr: 1.4213e-02 eta: 20:50:25 time: 0.3304 data_time: 0.0169 memory: 9201 grad_norm: 4.4556 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5144 loss: 2.5144 2022/08/16 01:49:37 - mmengine - INFO - Epoch(train) [194][3400/3757] lr: 1.4213e-02 eta: 20:49:53 time: 0.3255 data_time: 0.0170 memory: 9201 grad_norm: 4.5439 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1763 loss: 2.1763 2022/08/16 01:50:10 - mmengine - INFO - Epoch(train) [194][3500/3757] lr: 1.4213e-02 eta: 20:49:21 time: 0.3279 data_time: 0.0169 memory: 9201 grad_norm: 4.3393 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9862 loss: 1.9862 2022/08/16 01:50:44 - mmengine - INFO - Epoch(train) [194][3600/3757] lr: 1.4213e-02 eta: 20:48:50 time: 0.3306 data_time: 0.0198 memory: 9201 grad_norm: 4.5231 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9981 loss: 1.9981 2022/08/16 01:51:17 - mmengine - INFO - Epoch(train) [194][3700/3757] lr: 1.4213e-02 eta: 20:48:18 time: 0.3275 data_time: 0.0181 memory: 9201 grad_norm: 4.5487 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8565 loss: 1.8565 2022/08/16 01:51:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 01:51:35 - mmengine - INFO - Epoch(train) [194][3757/3757] lr: 1.4213e-02 eta: 20:48:05 time: 0.3115 data_time: 0.0161 memory: 9201 grad_norm: 4.4450 top1_acc: 0.0000 top5_acc: 0.2857 loss_cls: 2.4236 loss: 2.4236 2022/08/16 01:52:11 - mmengine - INFO - Epoch(train) [195][100/3757] lr: 1.3788e-02 eta: 20:47:26 time: 0.3266 data_time: 0.0167 memory: 9201 grad_norm: 4.3546 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9814 loss: 1.9814 2022/08/16 01:52:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 01:52:44 - mmengine - INFO - Epoch(train) [195][200/3757] lr: 1.3788e-02 eta: 20:46:55 time: 0.3289 data_time: 0.0178 memory: 9201 grad_norm: 4.8105 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0079 loss: 2.0079 2022/08/16 01:53:17 - mmengine - INFO - Epoch(train) [195][300/3757] lr: 1.3788e-02 eta: 20:46:23 time: 0.3267 data_time: 0.0176 memory: 9201 grad_norm: 4.3755 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0391 loss: 2.0391 2022/08/16 01:53:50 - mmengine - INFO - Epoch(train) [195][400/3757] lr: 1.3788e-02 eta: 20:45:51 time: 0.3320 data_time: 0.0171 memory: 9201 grad_norm: 4.7126 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4323 loss: 2.4323 2022/08/16 01:54:23 - mmengine - INFO - Epoch(train) [195][500/3757] lr: 1.3788e-02 eta: 20:45:19 time: 0.3278 data_time: 0.0186 memory: 9201 grad_norm: 4.4397 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9671 loss: 1.9671 2022/08/16 01:54:56 - mmengine - INFO - Epoch(train) [195][600/3757] lr: 1.3788e-02 eta: 20:44:47 time: 0.3259 data_time: 0.0175 memory: 9201 grad_norm: 4.3862 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1785 loss: 2.1785 2022/08/16 01:55:29 - mmengine - INFO - Epoch(train) [195][700/3757] lr: 1.3788e-02 eta: 20:44:15 time: 0.3290 data_time: 0.0182 memory: 9201 grad_norm: 4.4427 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1792 loss: 2.1792 2022/08/16 01:56:02 - mmengine - INFO - Epoch(train) [195][800/3757] lr: 1.3788e-02 eta: 20:43:43 time: 0.3285 data_time: 0.0179 memory: 9201 grad_norm: 4.4285 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0852 loss: 2.0852 2022/08/16 01:56:35 - mmengine - INFO - Epoch(train) [195][900/3757] lr: 1.3788e-02 eta: 20:43:11 time: 0.3272 data_time: 0.0172 memory: 9201 grad_norm: 4.4632 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2239 loss: 2.2239 2022/08/16 01:57:08 - mmengine - INFO - Epoch(train) [195][1000/3757] lr: 1.3788e-02 eta: 20:42:39 time: 0.3264 data_time: 0.0166 memory: 9201 grad_norm: 4.4519 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0211 loss: 2.0211 2022/08/16 01:57:42 - mmengine - INFO - Epoch(train) [195][1100/3757] lr: 1.3788e-02 eta: 20:42:07 time: 0.3313 data_time: 0.0168 memory: 9201 grad_norm: 4.6445 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1397 loss: 2.1397 2022/08/16 01:57:56 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 01:58:15 - mmengine - INFO - Epoch(train) [195][1200/3757] lr: 1.3788e-02 eta: 20:41:35 time: 0.3276 data_time: 0.0172 memory: 9201 grad_norm: 4.5376 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2669 loss: 2.2669 2022/08/16 01:58:48 - mmengine - INFO - Epoch(train) [195][1300/3757] lr: 1.3788e-02 eta: 20:41:03 time: 0.3279 data_time: 0.0173 memory: 9201 grad_norm: 4.5070 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2129 loss: 2.2129 2022/08/16 01:59:21 - mmengine - INFO - Epoch(train) [195][1400/3757] lr: 1.3788e-02 eta: 20:40:32 time: 0.3284 data_time: 0.0172 memory: 9201 grad_norm: 4.5734 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2329 loss: 2.2329 2022/08/16 01:59:54 - mmengine - INFO - Epoch(train) [195][1500/3757] lr: 1.3788e-02 eta: 20:40:00 time: 0.3279 data_time: 0.0178 memory: 9201 grad_norm: 4.3427 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 1.9885 loss: 1.9885 2022/08/16 02:00:28 - mmengine - INFO - Epoch(train) [195][1600/3757] lr: 1.3788e-02 eta: 20:39:28 time: 0.3274 data_time: 0.0167 memory: 9201 grad_norm: 4.4486 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0606 loss: 2.0606 2022/08/16 02:01:01 - mmengine - INFO - Epoch(train) [195][1700/3757] lr: 1.3788e-02 eta: 20:38:56 time: 0.3254 data_time: 0.0170 memory: 9201 grad_norm: 4.5219 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0187 loss: 2.0187 2022/08/16 02:01:34 - mmengine - INFO - Epoch(train) [195][1800/3757] lr: 1.3788e-02 eta: 20:38:24 time: 0.3291 data_time: 0.0190 memory: 9201 grad_norm: 4.5626 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9428 loss: 1.9428 2022/08/16 02:02:08 - mmengine - INFO - Epoch(train) [195][1900/3757] lr: 1.3788e-02 eta: 20:37:52 time: 0.3275 data_time: 0.0172 memory: 9201 grad_norm: 4.4587 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1075 loss: 2.1075 2022/08/16 02:02:41 - mmengine - INFO - Epoch(train) [195][2000/3757] lr: 1.3788e-02 eta: 20:37:20 time: 0.3266 data_time: 0.0169 memory: 9201 grad_norm: 4.6128 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9513 loss: 1.9513 2022/08/16 02:03:14 - mmengine - INFO - Epoch(train) [195][2100/3757] lr: 1.3788e-02 eta: 20:36:48 time: 0.3319 data_time: 0.0172 memory: 9201 grad_norm: 4.3997 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0349 loss: 2.0349 2022/08/16 02:03:28 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 02:03:47 - mmengine - INFO - Epoch(train) [195][2200/3757] lr: 1.3788e-02 eta: 20:36:17 time: 0.3278 data_time: 0.0164 memory: 9201 grad_norm: 4.4099 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9335 loss: 1.9335 2022/08/16 02:04:20 - mmengine - INFO - Epoch(train) [195][2300/3757] lr: 1.3788e-02 eta: 20:35:45 time: 0.3305 data_time: 0.0184 memory: 9201 grad_norm: 4.5618 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9057 loss: 1.9057 2022/08/16 02:04:54 - mmengine - INFO - Epoch(train) [195][2400/3757] lr: 1.3788e-02 eta: 20:35:13 time: 0.3437 data_time: 0.0192 memory: 9201 grad_norm: 4.5462 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2709 loss: 2.2709 2022/08/16 02:05:27 - mmengine - INFO - Epoch(train) [195][2500/3757] lr: 1.3788e-02 eta: 20:34:41 time: 0.3290 data_time: 0.0170 memory: 9201 grad_norm: 4.4898 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.1364 loss: 2.1364 2022/08/16 02:06:00 - mmengine - INFO - Epoch(train) [195][2600/3757] lr: 1.3788e-02 eta: 20:34:09 time: 0.3275 data_time: 0.0177 memory: 9201 grad_norm: 4.4984 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2703 loss: 2.2703 2022/08/16 02:06:33 - mmengine - INFO - Epoch(train) [195][2700/3757] lr: 1.3788e-02 eta: 20:33:37 time: 0.3379 data_time: 0.0180 memory: 9201 grad_norm: 4.4846 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0663 loss: 2.0663 2022/08/16 02:07:06 - mmengine - INFO - Epoch(train) [195][2800/3757] lr: 1.3788e-02 eta: 20:33:05 time: 0.3288 data_time: 0.0174 memory: 9201 grad_norm: 4.5218 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1421 loss: 2.1421 2022/08/16 02:07:40 - mmengine - INFO - Epoch(train) [195][2900/3757] lr: 1.3788e-02 eta: 20:32:33 time: 0.3341 data_time: 0.0160 memory: 9201 grad_norm: 4.4527 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.0871 loss: 2.0871 2022/08/16 02:08:13 - mmengine - INFO - Epoch(train) [195][3000/3757] lr: 1.3788e-02 eta: 20:32:02 time: 0.3258 data_time: 0.0160 memory: 9201 grad_norm: 4.4747 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2078 loss: 2.2078 2022/08/16 02:08:46 - mmengine - INFO - Epoch(train) [195][3100/3757] lr: 1.3788e-02 eta: 20:31:30 time: 0.3356 data_time: 0.0197 memory: 9201 grad_norm: 4.4099 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9505 loss: 1.9505 2022/08/16 02:09:00 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 02:09:19 - mmengine - INFO - Epoch(train) [195][3200/3757] lr: 1.3788e-02 eta: 20:30:58 time: 0.3271 data_time: 0.0176 memory: 9201 grad_norm: 4.5587 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9412 loss: 1.9412 2022/08/16 02:09:52 - mmengine - INFO - Epoch(train) [195][3300/3757] lr: 1.3788e-02 eta: 20:30:26 time: 0.3273 data_time: 0.0171 memory: 9201 grad_norm: 4.4802 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2755 loss: 2.2755 2022/08/16 02:10:25 - mmengine - INFO - Epoch(train) [195][3400/3757] lr: 1.3788e-02 eta: 20:29:54 time: 0.3300 data_time: 0.0179 memory: 9201 grad_norm: 4.4978 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2714 loss: 2.2714 2022/08/16 02:10:58 - mmengine - INFO - Epoch(train) [195][3500/3757] lr: 1.3788e-02 eta: 20:29:22 time: 0.3264 data_time: 0.0177 memory: 9201 grad_norm: 4.5330 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.2856 loss: 2.2856 2022/08/16 02:11:31 - mmengine - INFO - Epoch(train) [195][3600/3757] lr: 1.3788e-02 eta: 20:28:50 time: 0.3276 data_time: 0.0168 memory: 9201 grad_norm: 4.4454 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0040 loss: 2.0040 2022/08/16 02:12:04 - mmengine - INFO - Epoch(train) [195][3700/3757] lr: 1.3788e-02 eta: 20:28:18 time: 0.3284 data_time: 0.0171 memory: 9201 grad_norm: 4.3978 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0612 loss: 2.0612 2022/08/16 02:12:23 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 02:12:23 - mmengine - INFO - Epoch(train) [195][3757/3757] lr: 1.3788e-02 eta: 20:28:05 time: 0.3136 data_time: 0.0169 memory: 9201 grad_norm: 4.5438 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 2.1356 loss: 2.1356 2022/08/16 02:12:46 - mmengine - INFO - Epoch(val) [195][100/310] eta: 0:00:48 time: 0.2322 data_time: 0.1237 memory: 1522 2022/08/16 02:13:07 - mmengine - INFO - Epoch(val) [195][200/310] eta: 0:00:20 time: 0.1859 data_time: 0.0748 memory: 1522 2022/08/16 02:13:28 - mmengine - INFO - Epoch(val) [195][300/310] eta: 0:00:02 time: 0.2119 data_time: 0.1031 memory: 1522 2022/08/16 02:13:32 - mmengine - INFO - Epoch(val) [195][310/310] acc/top1: 0.5849 acc/top5: 0.8210 acc/mean1: 0.5848 2022/08/16 02:13:32 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb/best_acc/top1_epoch_191.pth is removed 2022/08/16 02:13:35 - mmengine - INFO - The best checkpoint with 0.5849 acc/top1 at 196 epoch is saved to best_acc/top1_epoch_196.pth. 2022/08/16 02:14:09 - mmengine - INFO - Epoch(train) [196][100/3757] lr: 1.3367e-02 eta: 20:27:27 time: 0.3267 data_time: 0.0164 memory: 9201 grad_norm: 4.5046 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0013 loss: 2.0013 2022/08/16 02:14:42 - mmengine - INFO - Epoch(train) [196][200/3757] lr: 1.3367e-02 eta: 20:26:55 time: 0.3277 data_time: 0.0170 memory: 9201 grad_norm: 4.5286 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9054 loss: 1.9054 2022/08/16 02:15:16 - mmengine - INFO - Epoch(train) [196][300/3757] lr: 1.3367e-02 eta: 20:26:23 time: 0.3295 data_time: 0.0182 memory: 9201 grad_norm: 4.5796 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2973 loss: 2.2973 2022/08/16 02:15:44 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 02:15:49 - mmengine - INFO - Epoch(train) [196][400/3757] lr: 1.3367e-02 eta: 20:25:51 time: 0.3278 data_time: 0.0183 memory: 9201 grad_norm: 4.6037 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.8786 loss: 1.8786 2022/08/16 02:16:22 - mmengine - INFO - Epoch(train) [196][500/3757] lr: 1.3367e-02 eta: 20:25:19 time: 0.3279 data_time: 0.0187 memory: 9201 grad_norm: 4.4959 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8445 loss: 1.8445 2022/08/16 02:16:55 - mmengine - INFO - Epoch(train) [196][600/3757] lr: 1.3367e-02 eta: 20:24:47 time: 0.3279 data_time: 0.0177 memory: 9201 grad_norm: 4.5697 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0140 loss: 2.0140 2022/08/16 02:17:28 - mmengine - INFO - Epoch(train) [196][700/3757] lr: 1.3367e-02 eta: 20:24:15 time: 0.3272 data_time: 0.0174 memory: 9201 grad_norm: 4.6989 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0901 loss: 2.0901 2022/08/16 02:18:01 - mmengine - INFO - Epoch(train) [196][800/3757] lr: 1.3367e-02 eta: 20:23:43 time: 0.3264 data_time: 0.0182 memory: 9201 grad_norm: 4.5728 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1743 loss: 2.1743 2022/08/16 02:18:34 - mmengine - INFO - Epoch(train) [196][900/3757] lr: 1.3367e-02 eta: 20:23:11 time: 0.3278 data_time: 0.0176 memory: 9201 grad_norm: 4.4758 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0388 loss: 2.0388 2022/08/16 02:19:07 - mmengine - INFO - Epoch(train) [196][1000/3757] lr: 1.3367e-02 eta: 20:22:39 time: 0.3332 data_time: 0.0184 memory: 9201 grad_norm: 4.5141 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8157 loss: 1.8157 2022/08/16 02:19:40 - mmengine - INFO - Epoch(train) [196][1100/3757] lr: 1.3367e-02 eta: 20:22:07 time: 0.3264 data_time: 0.0161 memory: 9201 grad_norm: 4.6827 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1372 loss: 2.1372 2022/08/16 02:20:13 - mmengine - INFO - Epoch(train) [196][1200/3757] lr: 1.3367e-02 eta: 20:21:35 time: 0.3263 data_time: 0.0170 memory: 9201 grad_norm: 4.7001 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5145 loss: 2.5145 2022/08/16 02:20:46 - mmengine - INFO - Epoch(train) [196][1300/3757] lr: 1.3367e-02 eta: 20:21:03 time: 0.3392 data_time: 0.0185 memory: 9201 grad_norm: 4.6518 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7226 loss: 1.7226 2022/08/16 02:21:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 02:21:19 - mmengine - INFO - Epoch(train) [196][1400/3757] lr: 1.3367e-02 eta: 20:20:31 time: 0.3275 data_time: 0.0191 memory: 9201 grad_norm: 4.6172 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3061 loss: 2.3061 2022/08/16 02:21:52 - mmengine - INFO - Epoch(train) [196][1500/3757] lr: 1.3367e-02 eta: 20:20:00 time: 0.3285 data_time: 0.0176 memory: 9201 grad_norm: 4.4821 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1308 loss: 2.1308 2022/08/16 02:22:25 - mmengine - INFO - Epoch(train) [196][1600/3757] lr: 1.3367e-02 eta: 20:19:28 time: 0.3287 data_time: 0.0179 memory: 9201 grad_norm: 4.5762 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1080 loss: 2.1080 2022/08/16 02:22:58 - mmengine - INFO - Epoch(train) [196][1700/3757] lr: 1.3367e-02 eta: 20:18:56 time: 0.3270 data_time: 0.0174 memory: 9201 grad_norm: 4.4597 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7535 loss: 1.7535 2022/08/16 02:23:31 - mmengine - INFO - Epoch(train) [196][1800/3757] lr: 1.3367e-02 eta: 20:18:24 time: 0.3250 data_time: 0.0177 memory: 9201 grad_norm: 4.6083 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2908 loss: 2.2908 2022/08/16 02:24:04 - mmengine - INFO - Epoch(train) [196][1900/3757] lr: 1.3367e-02 eta: 20:17:52 time: 0.3255 data_time: 0.0168 memory: 9201 grad_norm: 4.6819 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9859 loss: 1.9859 2022/08/16 02:24:38 - mmengine - INFO - Epoch(train) [196][2000/3757] lr: 1.3367e-02 eta: 20:17:20 time: 0.3271 data_time: 0.0169 memory: 9201 grad_norm: 4.5779 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0314 loss: 2.0314 2022/08/16 02:25:11 - mmengine - INFO - Epoch(train) [196][2100/3757] lr: 1.3367e-02 eta: 20:16:48 time: 0.3244 data_time: 0.0176 memory: 9201 grad_norm: 4.5383 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9828 loss: 1.9828 2022/08/16 02:25:44 - mmengine - INFO - Epoch(train) [196][2200/3757] lr: 1.3367e-02 eta: 20:16:16 time: 0.3266 data_time: 0.0179 memory: 9201 grad_norm: 4.5717 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1189 loss: 2.1189 2022/08/16 02:26:17 - mmengine - INFO - Epoch(train) [196][2300/3757] lr: 1.3367e-02 eta: 20:15:44 time: 0.3287 data_time: 0.0184 memory: 9201 grad_norm: 4.5663 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9784 loss: 1.9784 2022/08/16 02:26:45 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 02:26:50 - mmengine - INFO - Epoch(train) [196][2400/3757] lr: 1.3367e-02 eta: 20:15:12 time: 0.3278 data_time: 0.0171 memory: 9201 grad_norm: 4.4997 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3035 loss: 2.3035 2022/08/16 02:27:23 - mmengine - INFO - Epoch(train) [196][2500/3757] lr: 1.3367e-02 eta: 20:14:40 time: 0.3273 data_time: 0.0173 memory: 9201 grad_norm: 4.4473 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8231 loss: 1.8231 2022/08/16 02:27:56 - mmengine - INFO - Epoch(train) [196][2600/3757] lr: 1.3367e-02 eta: 20:14:08 time: 0.3299 data_time: 0.0180 memory: 9201 grad_norm: 4.5114 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4561 loss: 2.4561 2022/08/16 02:28:29 - mmengine - INFO - Epoch(train) [196][2700/3757] lr: 1.3367e-02 eta: 20:13:36 time: 0.3286 data_time: 0.0197 memory: 9201 grad_norm: 4.5688 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0616 loss: 2.0616 2022/08/16 02:29:02 - mmengine - INFO - Epoch(train) [196][2800/3757] lr: 1.3367e-02 eta: 20:13:04 time: 0.3301 data_time: 0.0191 memory: 9201 grad_norm: 4.4959 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1408 loss: 2.1408 2022/08/16 02:29:35 - mmengine - INFO - Epoch(train) [196][2900/3757] lr: 1.3367e-02 eta: 20:12:32 time: 0.3275 data_time: 0.0176 memory: 9201 grad_norm: 4.5536 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0187 loss: 2.0187 2022/08/16 02:30:09 - mmengine - INFO - Epoch(train) [196][3000/3757] lr: 1.3367e-02 eta: 20:12:00 time: 0.3275 data_time: 0.0169 memory: 9201 grad_norm: 4.5349 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1810 loss: 2.1810 2022/08/16 02:30:42 - mmengine - INFO - Epoch(train) [196][3100/3757] lr: 1.3367e-02 eta: 20:11:29 time: 0.3290 data_time: 0.0180 memory: 9201 grad_norm: 4.4935 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3903 loss: 2.3903 2022/08/16 02:31:15 - mmengine - INFO - Epoch(train) [196][3200/3757] lr: 1.3367e-02 eta: 20:10:57 time: 0.3266 data_time: 0.0180 memory: 9201 grad_norm: 4.5875 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4036 loss: 2.4036 2022/08/16 02:31:48 - mmengine - INFO - Epoch(train) [196][3300/3757] lr: 1.3367e-02 eta: 20:10:25 time: 0.3288 data_time: 0.0196 memory: 9201 grad_norm: 4.6853 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1837 loss: 2.1837 2022/08/16 02:32:16 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 02:32:21 - mmengine - INFO - Epoch(train) [196][3400/3757] lr: 1.3367e-02 eta: 20:09:53 time: 0.3278 data_time: 0.0179 memory: 9201 grad_norm: 4.4690 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7205 loss: 1.7205 2022/08/16 02:32:54 - mmengine - INFO - Epoch(train) [196][3500/3757] lr: 1.3367e-02 eta: 20:09:21 time: 0.3289 data_time: 0.0182 memory: 9201 grad_norm: 4.5006 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1700 loss: 2.1700 2022/08/16 02:33:27 - mmengine - INFO - Epoch(train) [196][3600/3757] lr: 1.3367e-02 eta: 20:08:49 time: 0.3265 data_time: 0.0165 memory: 9201 grad_norm: 4.7404 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.1677 loss: 2.1677 2022/08/16 02:34:00 - mmengine - INFO - Epoch(train) [196][3700/3757] lr: 1.3367e-02 eta: 20:08:17 time: 0.3260 data_time: 0.0176 memory: 9201 grad_norm: 4.5733 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0356 loss: 2.0356 2022/08/16 02:34:18 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 02:34:18 - mmengine - INFO - Epoch(train) [196][3757/3757] lr: 1.3367e-02 eta: 20:08:04 time: 0.3156 data_time: 0.0171 memory: 9201 grad_norm: 4.4428 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 1.9739 loss: 1.9739 2022/08/16 02:34:18 - mmengine - INFO - Saving checkpoint at 196 epochs 2022/08/16 02:34:57 - mmengine - INFO - Epoch(train) [197][100/3757] lr: 1.2952e-02 eta: 20:07:25 time: 0.3296 data_time: 0.0178 memory: 9201 grad_norm: 4.7288 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5363 loss: 2.5363 2022/08/16 02:35:30 - mmengine - INFO - Epoch(train) [197][200/3757] lr: 1.2952e-02 eta: 20:06:53 time: 0.3241 data_time: 0.0167 memory: 9201 grad_norm: 4.4461 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2330 loss: 2.2330 2022/08/16 02:36:03 - mmengine - INFO - Epoch(train) [197][300/3757] lr: 1.2952e-02 eta: 20:06:21 time: 0.3292 data_time: 0.0172 memory: 9201 grad_norm: 4.4754 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0296 loss: 2.0296 2022/08/16 02:36:36 - mmengine - INFO - Epoch(train) [197][400/3757] lr: 1.2952e-02 eta: 20:05:49 time: 0.3316 data_time: 0.0174 memory: 9201 grad_norm: 4.6444 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1118 loss: 2.1118 2022/08/16 02:37:09 - mmengine - INFO - Epoch(train) [197][500/3757] lr: 1.2952e-02 eta: 20:05:18 time: 0.3289 data_time: 0.0182 memory: 9201 grad_norm: 4.6469 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8655 loss: 1.8655 2022/08/16 02:37:42 - mmengine - INFO - Epoch(train) [197][600/3757] lr: 1.2952e-02 eta: 20:04:46 time: 0.3265 data_time: 0.0169 memory: 9201 grad_norm: 4.6666 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1428 loss: 2.1428 2022/08/16 02:37:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 02:38:15 - mmengine - INFO - Epoch(train) [197][700/3757] lr: 1.2952e-02 eta: 20:04:14 time: 0.3265 data_time: 0.0176 memory: 9201 grad_norm: 4.6601 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0920 loss: 2.0920 2022/08/16 02:38:48 - mmengine - INFO - Epoch(train) [197][800/3757] lr: 1.2952e-02 eta: 20:03:42 time: 0.3308 data_time: 0.0190 memory: 9201 grad_norm: 4.6456 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0453 loss: 2.0453 2022/08/16 02:39:21 - mmengine - INFO - Epoch(train) [197][900/3757] lr: 1.2952e-02 eta: 20:03:10 time: 0.3310 data_time: 0.0187 memory: 9201 grad_norm: 4.5964 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1076 loss: 2.1076 2022/08/16 02:39:54 - mmengine - INFO - Epoch(train) [197][1000/3757] lr: 1.2952e-02 eta: 20:02:38 time: 0.3279 data_time: 0.0182 memory: 9201 grad_norm: 4.5525 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0972 loss: 2.0972 2022/08/16 02:40:27 - mmengine - INFO - Epoch(train) [197][1100/3757] lr: 1.2952e-02 eta: 20:02:06 time: 0.3279 data_time: 0.0170 memory: 9201 grad_norm: 4.6515 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2217 loss: 2.2217 2022/08/16 02:41:00 - mmengine - INFO - Epoch(train) [197][1200/3757] lr: 1.2952e-02 eta: 20:01:34 time: 0.3276 data_time: 0.0177 memory: 9201 grad_norm: 4.5051 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0149 loss: 2.0149 2022/08/16 02:41:33 - mmengine - INFO - Epoch(train) [197][1300/3757] lr: 1.2952e-02 eta: 20:01:02 time: 0.3285 data_time: 0.0187 memory: 9201 grad_norm: 4.5561 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0757 loss: 2.0757 2022/08/16 02:42:06 - mmengine - INFO - Epoch(train) [197][1400/3757] lr: 1.2952e-02 eta: 20:00:30 time: 0.3263 data_time: 0.0174 memory: 9201 grad_norm: 4.6546 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0471 loss: 2.0471 2022/08/16 02:42:40 - mmengine - INFO - Epoch(train) [197][1500/3757] lr: 1.2952e-02 eta: 19:59:58 time: 0.3257 data_time: 0.0168 memory: 9201 grad_norm: 4.4966 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4741 loss: 2.4741 2022/08/16 02:43:13 - mmengine - INFO - Epoch(train) [197][1600/3757] lr: 1.2952e-02 eta: 19:59:26 time: 0.3285 data_time: 0.0177 memory: 9201 grad_norm: 4.6734 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0338 loss: 2.0338 2022/08/16 02:43:22 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 02:43:46 - mmengine - INFO - Epoch(train) [197][1700/3757] lr: 1.2952e-02 eta: 19:58:54 time: 0.3274 data_time: 0.0173 memory: 9201 grad_norm: 4.5971 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6965 loss: 1.6965 2022/08/16 02:44:19 - mmengine - INFO - Epoch(train) [197][1800/3757] lr: 1.2952e-02 eta: 19:58:22 time: 0.3289 data_time: 0.0186 memory: 9201 grad_norm: 4.7946 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.4103 loss: 2.4103 2022/08/16 02:44:52 - mmengine - INFO - Epoch(train) [197][1900/3757] lr: 1.2952e-02 eta: 19:57:50 time: 0.3271 data_time: 0.0171 memory: 9201 grad_norm: 4.8148 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1490 loss: 2.1490 2022/08/16 02:45:25 - mmengine - INFO - Epoch(train) [197][2000/3757] lr: 1.2952e-02 eta: 19:57:18 time: 0.3270 data_time: 0.0177 memory: 9201 grad_norm: 4.6108 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1246 loss: 2.1246 2022/08/16 02:45:58 - mmengine - INFO - Epoch(train) [197][2100/3757] lr: 1.2952e-02 eta: 19:56:47 time: 0.3279 data_time: 0.0172 memory: 9201 grad_norm: 4.6465 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3154 loss: 2.3154 2022/08/16 02:46:31 - mmengine - INFO - Epoch(train) [197][2200/3757] lr: 1.2952e-02 eta: 19:56:15 time: 0.3278 data_time: 0.0178 memory: 9201 grad_norm: 4.5269 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3113 loss: 2.3113 2022/08/16 02:47:04 - mmengine - INFO - Epoch(train) [197][2300/3757] lr: 1.2952e-02 eta: 19:55:43 time: 0.3283 data_time: 0.0173 memory: 9201 grad_norm: 4.6144 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1701 loss: 2.1701 2022/08/16 02:47:37 - mmengine - INFO - Epoch(train) [197][2400/3757] lr: 1.2952e-02 eta: 19:55:11 time: 0.3266 data_time: 0.0174 memory: 9201 grad_norm: 4.6723 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1301 loss: 2.1301 2022/08/16 02:48:11 - mmengine - INFO - Epoch(train) [197][2500/3757] lr: 1.2952e-02 eta: 19:54:39 time: 0.3262 data_time: 0.0173 memory: 9201 grad_norm: 4.6606 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1824 loss: 2.1824 2022/08/16 02:48:44 - mmengine - INFO - Epoch(train) [197][2600/3757] lr: 1.2952e-02 eta: 19:54:07 time: 0.3268 data_time: 0.0177 memory: 9201 grad_norm: 4.7295 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3030 loss: 2.3030 2022/08/16 02:48:53 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 02:49:17 - mmengine - INFO - Epoch(train) [197][2700/3757] lr: 1.2952e-02 eta: 19:53:35 time: 0.3287 data_time: 0.0181 memory: 9201 grad_norm: 4.6572 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1424 loss: 2.1424 2022/08/16 02:49:50 - mmengine - INFO - Epoch(train) [197][2800/3757] lr: 1.2952e-02 eta: 19:53:03 time: 0.3277 data_time: 0.0182 memory: 9201 grad_norm: 4.4948 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.9779 loss: 1.9779 2022/08/16 02:50:23 - mmengine - INFO - Epoch(train) [197][2900/3757] lr: 1.2952e-02 eta: 19:52:31 time: 0.3276 data_time: 0.0177 memory: 9201 grad_norm: 4.4525 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2254 loss: 2.2254 2022/08/16 02:50:56 - mmengine - INFO - Epoch(train) [197][3000/3757] lr: 1.2952e-02 eta: 19:51:59 time: 0.3314 data_time: 0.0181 memory: 9201 grad_norm: 4.7705 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0393 loss: 2.0393 2022/08/16 02:51:29 - mmengine - INFO - Epoch(train) [197][3100/3757] lr: 1.2952e-02 eta: 19:51:27 time: 0.3289 data_time: 0.0163 memory: 9201 grad_norm: 4.6110 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2101 loss: 2.2101 2022/08/16 02:52:02 - mmengine - INFO - Epoch(train) [197][3200/3757] lr: 1.2952e-02 eta: 19:50:55 time: 0.3273 data_time: 0.0170 memory: 9201 grad_norm: 4.5484 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7614 loss: 1.7614 2022/08/16 02:52:35 - mmengine - INFO - Epoch(train) [197][3300/3757] lr: 1.2952e-02 eta: 19:50:23 time: 0.3279 data_time: 0.0160 memory: 9201 grad_norm: 4.7939 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.2815 loss: 2.2815 2022/08/16 02:53:08 - mmengine - INFO - Epoch(train) [197][3400/3757] lr: 1.2952e-02 eta: 19:49:51 time: 0.3264 data_time: 0.0172 memory: 9201 grad_norm: 4.6989 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2434 loss: 2.2434 2022/08/16 02:53:41 - mmengine - INFO - Epoch(train) [197][3500/3757] lr: 1.2952e-02 eta: 19:49:19 time: 0.3272 data_time: 0.0166 memory: 9201 grad_norm: 4.6160 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2866 loss: 2.2866 2022/08/16 02:54:15 - mmengine - INFO - Epoch(train) [197][3600/3757] lr: 1.2952e-02 eta: 19:48:47 time: 0.3299 data_time: 0.0179 memory: 9201 grad_norm: 4.4756 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2549 loss: 2.2549 2022/08/16 02:54:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 02:54:48 - mmengine - INFO - Epoch(train) [197][3700/3757] lr: 1.2952e-02 eta: 19:48:15 time: 0.3278 data_time: 0.0179 memory: 9201 grad_norm: 4.5645 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1334 loss: 2.1334 2022/08/16 02:55:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 02:55:06 - mmengine - INFO - Epoch(train) [197][3757/3757] lr: 1.2952e-02 eta: 19:48:03 time: 0.3109 data_time: 0.0160 memory: 9201 grad_norm: 4.7160 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 2.2296 loss: 2.2296 2022/08/16 02:55:41 - mmengine - INFO - Epoch(train) [198][100/3757] lr: 1.2543e-02 eta: 19:47:24 time: 0.3269 data_time: 0.0161 memory: 9201 grad_norm: 4.5556 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1212 loss: 2.1212 2022/08/16 02:56:14 - mmengine - INFO - Epoch(train) [198][200/3757] lr: 1.2543e-02 eta: 19:46:52 time: 0.3257 data_time: 0.0167 memory: 9201 grad_norm: 4.7138 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.4136 loss: 2.4136 2022/08/16 02:56:48 - mmengine - INFO - Epoch(train) [198][300/3757] lr: 1.2543e-02 eta: 19:46:20 time: 0.3285 data_time: 0.0182 memory: 9201 grad_norm: 4.5972 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.9683 loss: 1.9683 2022/08/16 02:57:21 - mmengine - INFO - Epoch(train) [198][400/3757] lr: 1.2543e-02 eta: 19:45:48 time: 0.3287 data_time: 0.0187 memory: 9201 grad_norm: 4.5493 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1365 loss: 2.1365 2022/08/16 02:57:54 - mmengine - INFO - Epoch(train) [198][500/3757] lr: 1.2543e-02 eta: 19:45:17 time: 0.3279 data_time: 0.0179 memory: 9201 grad_norm: 4.5835 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8668 loss: 1.8668 2022/08/16 02:58:27 - mmengine - INFO - Epoch(train) [198][600/3757] lr: 1.2543e-02 eta: 19:44:45 time: 0.3290 data_time: 0.0176 memory: 9201 grad_norm: 4.5335 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9661 loss: 1.9661 2022/08/16 02:59:00 - mmengine - INFO - Epoch(train) [198][700/3757] lr: 1.2543e-02 eta: 19:44:13 time: 0.3254 data_time: 0.0163 memory: 9201 grad_norm: 4.6617 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0894 loss: 2.0894 2022/08/16 02:59:33 - mmengine - INFO - Epoch(train) [198][800/3757] lr: 1.2543e-02 eta: 19:43:41 time: 0.3271 data_time: 0.0172 memory: 9201 grad_norm: 4.5571 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0981 loss: 2.0981 2022/08/16 02:59:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 03:00:06 - mmengine - INFO - Epoch(train) [198][900/3757] lr: 1.2543e-02 eta: 19:43:09 time: 0.3281 data_time: 0.0168 memory: 9201 grad_norm: 4.6264 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8805 loss: 1.8805 2022/08/16 03:00:39 - mmengine - INFO - Epoch(train) [198][1000/3757] lr: 1.2543e-02 eta: 19:42:37 time: 0.3297 data_time: 0.0184 memory: 9201 grad_norm: 4.6937 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4201 loss: 2.4201 2022/08/16 03:01:12 - mmengine - INFO - Epoch(train) [198][1100/3757] lr: 1.2543e-02 eta: 19:42:05 time: 0.3287 data_time: 0.0176 memory: 9201 grad_norm: 4.4844 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0494 loss: 2.0494 2022/08/16 03:01:46 - mmengine - INFO - Epoch(train) [198][1200/3757] lr: 1.2543e-02 eta: 19:41:33 time: 0.3278 data_time: 0.0168 memory: 9201 grad_norm: 4.6251 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0396 loss: 2.0396 2022/08/16 03:02:19 - mmengine - INFO - Epoch(train) [198][1300/3757] lr: 1.2543e-02 eta: 19:41:01 time: 0.3281 data_time: 0.0174 memory: 9201 grad_norm: 4.5047 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9572 loss: 1.9572 2022/08/16 03:02:52 - mmengine - INFO - Epoch(train) [198][1400/3757] lr: 1.2543e-02 eta: 19:40:29 time: 0.3275 data_time: 0.0176 memory: 9201 grad_norm: 4.5739 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6551 loss: 1.6551 2022/08/16 03:03:25 - mmengine - INFO - Epoch(train) [198][1500/3757] lr: 1.2543e-02 eta: 19:39:57 time: 0.3275 data_time: 0.0169 memory: 9201 grad_norm: 4.7781 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1208 loss: 2.1208 2022/08/16 03:03:58 - mmengine - INFO - Epoch(train) [198][1600/3757] lr: 1.2543e-02 eta: 19:39:25 time: 0.3312 data_time: 0.0174 memory: 9201 grad_norm: 4.6674 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9615 loss: 1.9615 2022/08/16 03:04:31 - mmengine - INFO - Epoch(train) [198][1700/3757] lr: 1.2543e-02 eta: 19:38:53 time: 0.3308 data_time: 0.0174 memory: 9201 grad_norm: 4.6923 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1444 loss: 2.1444 2022/08/16 03:05:04 - mmengine - INFO - Epoch(train) [198][1800/3757] lr: 1.2543e-02 eta: 19:38:21 time: 0.3272 data_time: 0.0170 memory: 9201 grad_norm: 4.6137 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1303 loss: 2.1303 2022/08/16 03:05:28 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 03:05:38 - mmengine - INFO - Epoch(train) [198][1900/3757] lr: 1.2543e-02 eta: 19:37:50 time: 0.3296 data_time: 0.0177 memory: 9201 grad_norm: 4.6437 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 2.4332 loss: 2.4332 2022/08/16 03:06:11 - mmengine - INFO - Epoch(train) [198][2000/3757] lr: 1.2543e-02 eta: 19:37:18 time: 0.3289 data_time: 0.0168 memory: 9201 grad_norm: 4.6837 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9334 loss: 1.9334 2022/08/16 03:06:44 - mmengine - INFO - Epoch(train) [198][2100/3757] lr: 1.2543e-02 eta: 19:36:46 time: 0.3264 data_time: 0.0166 memory: 9201 grad_norm: 4.8036 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3255 loss: 2.3255 2022/08/16 03:07:17 - mmengine - INFO - Epoch(train) [198][2200/3757] lr: 1.2543e-02 eta: 19:36:14 time: 0.3270 data_time: 0.0171 memory: 9201 grad_norm: 4.7272 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0763 loss: 2.0763 2022/08/16 03:07:50 - mmengine - INFO - Epoch(train) [198][2300/3757] lr: 1.2543e-02 eta: 19:35:42 time: 0.3275 data_time: 0.0168 memory: 9201 grad_norm: 4.7496 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0546 loss: 2.0546 2022/08/16 03:08:24 - mmengine - INFO - Epoch(train) [198][2400/3757] lr: 1.2543e-02 eta: 19:35:10 time: 0.3277 data_time: 0.0171 memory: 9201 grad_norm: 4.7674 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2878 loss: 2.2878 2022/08/16 03:08:57 - mmengine - INFO - Epoch(train) [198][2500/3757] lr: 1.2543e-02 eta: 19:34:38 time: 0.3305 data_time: 0.0183 memory: 9201 grad_norm: 4.6292 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2481 loss: 2.2481 2022/08/16 03:09:30 - mmengine - INFO - Epoch(train) [198][2600/3757] lr: 1.2543e-02 eta: 19:34:06 time: 0.3280 data_time: 0.0173 memory: 9201 grad_norm: 4.7014 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0051 loss: 2.0051 2022/08/16 03:10:03 - mmengine - INFO - Epoch(train) [198][2700/3757] lr: 1.2543e-02 eta: 19:33:34 time: 0.3264 data_time: 0.0173 memory: 9201 grad_norm: 4.5374 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.9348 loss: 1.9348 2022/08/16 03:10:36 - mmengine - INFO - Epoch(train) [198][2800/3757] lr: 1.2543e-02 eta: 19:33:02 time: 0.3270 data_time: 0.0181 memory: 9201 grad_norm: 4.7051 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2920 loss: 2.2920 2022/08/16 03:11:00 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 03:11:09 - mmengine - INFO - Epoch(train) [198][2900/3757] lr: 1.2543e-02 eta: 19:32:30 time: 0.3280 data_time: 0.0175 memory: 9201 grad_norm: 4.7613 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2892 loss: 2.2892 2022/08/16 03:11:42 - mmengine - INFO - Epoch(train) [198][3000/3757] lr: 1.2543e-02 eta: 19:31:58 time: 0.3270 data_time: 0.0162 memory: 9201 grad_norm: 4.7324 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0977 loss: 2.0977 2022/08/16 03:12:16 - mmengine - INFO - Epoch(train) [198][3100/3757] lr: 1.2543e-02 eta: 19:31:26 time: 0.3275 data_time: 0.0181 memory: 9201 grad_norm: 4.8022 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1783 loss: 2.1783 2022/08/16 03:12:49 - mmengine - INFO - Epoch(train) [198][3200/3757] lr: 1.2543e-02 eta: 19:30:54 time: 0.3282 data_time: 0.0184 memory: 9201 grad_norm: 4.6704 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8304 loss: 1.8304 2022/08/16 03:13:22 - mmengine - INFO - Epoch(train) [198][3300/3757] lr: 1.2543e-02 eta: 19:30:22 time: 0.3284 data_time: 0.0181 memory: 9201 grad_norm: 4.8203 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1416 loss: 2.1416 2022/08/16 03:13:55 - mmengine - INFO - Epoch(train) [198][3400/3757] lr: 1.2543e-02 eta: 19:29:50 time: 0.3284 data_time: 0.0180 memory: 9201 grad_norm: 4.5715 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9116 loss: 1.9116 2022/08/16 03:14:28 - mmengine - INFO - Epoch(train) [198][3500/3757] lr: 1.2543e-02 eta: 19:29:19 time: 0.3441 data_time: 0.0182 memory: 9201 grad_norm: 4.6411 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2815 loss: 2.2815 2022/08/16 03:15:01 - mmengine - INFO - Epoch(train) [198][3600/3757] lr: 1.2543e-02 eta: 19:28:47 time: 0.3279 data_time: 0.0162 memory: 9201 grad_norm: 4.6139 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 2.0528 loss: 2.0528 2022/08/16 03:15:34 - mmengine - INFO - Epoch(train) [198][3700/3757] lr: 1.2543e-02 eta: 19:28:15 time: 0.3261 data_time: 0.0182 memory: 9201 grad_norm: 4.5216 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.1288 loss: 2.1288 2022/08/16 03:15:53 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 03:15:53 - mmengine - INFO - Epoch(train) [198][3757/3757] lr: 1.2543e-02 eta: 19:28:02 time: 0.3107 data_time: 0.0162 memory: 9201 grad_norm: 4.6871 top1_acc: 0.8571 top5_acc: 0.8571 loss_cls: 2.2576 loss: 2.2576 2022/08/16 03:16:28 - mmengine - INFO - Epoch(train) [199][100/3757] lr: 1.2140e-02 eta: 19:27:23 time: 0.3276 data_time: 0.0172 memory: 9201 grad_norm: 4.7243 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9507 loss: 1.9507 2022/08/16 03:16:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 03:17:01 - mmengine - INFO - Epoch(train) [199][200/3757] lr: 1.2140e-02 eta: 19:26:51 time: 0.3313 data_time: 0.0177 memory: 9201 grad_norm: 4.7056 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0637 loss: 2.0637 2022/08/16 03:17:34 - mmengine - INFO - Epoch(train) [199][300/3757] lr: 1.2140e-02 eta: 19:26:20 time: 0.3268 data_time: 0.0178 memory: 9201 grad_norm: 4.5626 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0069 loss: 2.0069 2022/08/16 03:18:08 - mmengine - INFO - Epoch(train) [199][400/3757] lr: 1.2140e-02 eta: 19:25:48 time: 0.3281 data_time: 0.0168 memory: 9201 grad_norm: 4.6889 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9995 loss: 1.9995 2022/08/16 03:18:41 - mmengine - INFO - Epoch(train) [199][500/3757] lr: 1.2140e-02 eta: 19:25:16 time: 0.3299 data_time: 0.0177 memory: 9201 grad_norm: 4.6426 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7002 loss: 1.7002 2022/08/16 03:19:14 - mmengine - INFO - Epoch(train) [199][600/3757] lr: 1.2140e-02 eta: 19:24:44 time: 0.3252 data_time: 0.0163 memory: 9201 grad_norm: 4.8521 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.2302 loss: 2.2302 2022/08/16 03:19:47 - mmengine - INFO - Epoch(train) [199][700/3757] lr: 1.2140e-02 eta: 19:24:12 time: 0.3277 data_time: 0.0172 memory: 9201 grad_norm: 4.6460 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0463 loss: 2.0463 2022/08/16 03:20:20 - mmengine - INFO - Epoch(train) [199][800/3757] lr: 1.2140e-02 eta: 19:23:40 time: 0.3261 data_time: 0.0175 memory: 9201 grad_norm: 4.6843 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0483 loss: 2.0483 2022/08/16 03:20:53 - mmengine - INFO - Epoch(train) [199][900/3757] lr: 1.2140e-02 eta: 19:23:08 time: 0.3270 data_time: 0.0169 memory: 9201 grad_norm: 4.6038 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9122 loss: 1.9122 2022/08/16 03:21:26 - mmengine - INFO - Epoch(train) [199][1000/3757] lr: 1.2140e-02 eta: 19:22:36 time: 0.3261 data_time: 0.0166 memory: 9201 grad_norm: 4.7236 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0919 loss: 2.0919 2022/08/16 03:21:59 - mmengine - INFO - Epoch(train) [199][1100/3757] lr: 1.2140e-02 eta: 19:22:04 time: 0.3307 data_time: 0.0194 memory: 9201 grad_norm: 4.7706 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9003 loss: 1.9003 2022/08/16 03:22:04 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 03:22:32 - mmengine - INFO - Epoch(train) [199][1200/3757] lr: 1.2140e-02 eta: 19:21:32 time: 0.3283 data_time: 0.0156 memory: 9201 grad_norm: 4.6196 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4973 loss: 2.4973 2022/08/16 03:23:05 - mmengine - INFO - Epoch(train) [199][1300/3757] lr: 1.2140e-02 eta: 19:21:00 time: 0.3259 data_time: 0.0158 memory: 9201 grad_norm: 4.6800 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0812 loss: 2.0812 2022/08/16 03:23:39 - mmengine - INFO - Epoch(train) [199][1400/3757] lr: 1.2140e-02 eta: 19:20:28 time: 0.3297 data_time: 0.0188 memory: 9201 grad_norm: 4.8369 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0398 loss: 2.0398 2022/08/16 03:24:12 - mmengine - INFO - Epoch(train) [199][1500/3757] lr: 1.2140e-02 eta: 19:19:56 time: 0.3256 data_time: 0.0169 memory: 9201 grad_norm: 4.8170 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9482 loss: 1.9482 2022/08/16 03:24:45 - mmengine - INFO - Epoch(train) [199][1600/3757] lr: 1.2140e-02 eta: 19:19:24 time: 0.3282 data_time: 0.0172 memory: 9201 grad_norm: 4.7044 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.1717 loss: 2.1717 2022/08/16 03:25:18 - mmengine - INFO - Epoch(train) [199][1700/3757] lr: 1.2140e-02 eta: 19:18:52 time: 0.3303 data_time: 0.0176 memory: 9201 grad_norm: 4.6836 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.2895 loss: 2.2895 2022/08/16 03:25:51 - mmengine - INFO - Epoch(train) [199][1800/3757] lr: 1.2140e-02 eta: 19:18:20 time: 0.3262 data_time: 0.0169 memory: 9201 grad_norm: 4.8270 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1561 loss: 2.1561 2022/08/16 03:26:24 - mmengine - INFO - Epoch(train) [199][1900/3757] lr: 1.2140e-02 eta: 19:17:48 time: 0.3293 data_time: 0.0174 memory: 9201 grad_norm: 4.6271 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1888 loss: 2.1888 2022/08/16 03:26:57 - mmengine - INFO - Epoch(train) [199][2000/3757] lr: 1.2140e-02 eta: 19:17:16 time: 0.3286 data_time: 0.0177 memory: 9201 grad_norm: 4.6869 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9471 loss: 1.9471 2022/08/16 03:27:30 - mmengine - INFO - Epoch(train) [199][2100/3757] lr: 1.2140e-02 eta: 19:16:45 time: 0.3395 data_time: 0.0170 memory: 9201 grad_norm: 4.7193 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2027 loss: 2.2027 2022/08/16 03:27:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 03:28:04 - mmengine - INFO - Epoch(train) [199][2200/3757] lr: 1.2140e-02 eta: 19:16:13 time: 0.3292 data_time: 0.0185 memory: 9201 grad_norm: 4.5554 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0510 loss: 2.0510 2022/08/16 03:28:37 - mmengine - INFO - Epoch(train) [199][2300/3757] lr: 1.2140e-02 eta: 19:15:41 time: 0.3276 data_time: 0.0169 memory: 9201 grad_norm: 4.6855 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1733 loss: 2.1733 2022/08/16 03:29:10 - mmengine - INFO - Epoch(train) [199][2400/3757] lr: 1.2140e-02 eta: 19:15:09 time: 0.3262 data_time: 0.0171 memory: 9201 grad_norm: 4.7072 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.2732 loss: 2.2732 2022/08/16 03:29:43 - mmengine - INFO - Epoch(train) [199][2500/3757] lr: 1.2140e-02 eta: 19:14:37 time: 0.3295 data_time: 0.0174 memory: 9201 grad_norm: 4.8449 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2891 loss: 2.2891 2022/08/16 03:30:16 - mmengine - INFO - Epoch(train) [199][2600/3757] lr: 1.2140e-02 eta: 19:14:05 time: 0.3283 data_time: 0.0167 memory: 9201 grad_norm: 4.7127 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1528 loss: 2.1528 2022/08/16 03:30:50 - mmengine - INFO - Epoch(train) [199][2700/3757] lr: 1.2140e-02 eta: 19:13:33 time: 0.3277 data_time: 0.0176 memory: 9201 grad_norm: 4.6725 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9185 loss: 1.9185 2022/08/16 03:31:23 - mmengine - INFO - Epoch(train) [199][2800/3757] lr: 1.2140e-02 eta: 19:13:01 time: 0.3308 data_time: 0.0173 memory: 9201 grad_norm: 4.6114 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8548 loss: 1.8548 2022/08/16 03:31:56 - mmengine - INFO - Epoch(train) [199][2900/3757] lr: 1.2140e-02 eta: 19:12:29 time: 0.3274 data_time: 0.0174 memory: 9201 grad_norm: 4.5751 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1276 loss: 2.1276 2022/08/16 03:32:29 - mmengine - INFO - Epoch(train) [199][3000/3757] lr: 1.2140e-02 eta: 19:11:57 time: 0.3266 data_time: 0.0173 memory: 9201 grad_norm: 4.7131 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0854 loss: 2.0854 2022/08/16 03:33:02 - mmengine - INFO - Epoch(train) [199][3100/3757] lr: 1.2140e-02 eta: 19:11:25 time: 0.3285 data_time: 0.0174 memory: 9201 grad_norm: 4.6538 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2408 loss: 2.2408 2022/08/16 03:33:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 03:33:35 - mmengine - INFO - Epoch(train) [199][3200/3757] lr: 1.2140e-02 eta: 19:10:53 time: 0.3281 data_time: 0.0162 memory: 9201 grad_norm: 4.6329 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1501 loss: 2.1501 2022/08/16 03:34:08 - mmengine - INFO - Epoch(train) [199][3300/3757] lr: 1.2140e-02 eta: 19:10:21 time: 0.3267 data_time: 0.0163 memory: 9201 grad_norm: 4.7310 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1743 loss: 2.1743 2022/08/16 03:34:41 - mmengine - INFO - Epoch(train) [199][3400/3757] lr: 1.2140e-02 eta: 19:09:49 time: 0.3284 data_time: 0.0190 memory: 9201 grad_norm: 4.8028 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0122 loss: 2.0122 2022/08/16 03:35:14 - mmengine - INFO - Epoch(train) [199][3500/3757] lr: 1.2140e-02 eta: 19:09:17 time: 0.3275 data_time: 0.0171 memory: 9201 grad_norm: 4.5874 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2886 loss: 2.2886 2022/08/16 03:35:47 - mmengine - INFO - Epoch(train) [199][3600/3757] lr: 1.2140e-02 eta: 19:08:45 time: 0.3286 data_time: 0.0185 memory: 9201 grad_norm: 4.7173 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2119 loss: 2.2119 2022/08/16 03:36:20 - mmengine - INFO - Epoch(train) [199][3700/3757] lr: 1.2140e-02 eta: 19:08:13 time: 0.3298 data_time: 0.0171 memory: 9201 grad_norm: 4.7292 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1873 loss: 2.1873 2022/08/16 03:36:39 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 03:36:39 - mmengine - INFO - Epoch(train) [199][3757/3757] lr: 1.2140e-02 eta: 19:08:01 time: 0.3131 data_time: 0.0168 memory: 9201 grad_norm: 4.7076 top1_acc: 0.5714 top5_acc: 0.7143 loss_cls: 1.8654 loss: 1.8654 2022/08/16 03:37:15 - mmengine - INFO - Epoch(train) [200][100/3757] lr: 1.1742e-02 eta: 19:07:22 time: 0.3287 data_time: 0.0163 memory: 9201 grad_norm: 4.6414 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3099 loss: 2.3099 2022/08/16 03:37:48 - mmengine - INFO - Epoch(train) [200][200/3757] lr: 1.1742e-02 eta: 19:06:50 time: 0.3276 data_time: 0.0182 memory: 9201 grad_norm: 4.7136 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8572 loss: 1.8572 2022/08/16 03:38:21 - mmengine - INFO - Epoch(train) [200][300/3757] lr: 1.1742e-02 eta: 19:06:18 time: 0.3279 data_time: 0.0171 memory: 9201 grad_norm: 4.7253 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8537 loss: 1.8537 2022/08/16 03:38:40 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 03:38:54 - mmengine - INFO - Epoch(train) [200][400/3757] lr: 1.1742e-02 eta: 19:05:46 time: 0.3278 data_time: 0.0168 memory: 9201 grad_norm: 4.8191 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4040 loss: 2.4040 2022/08/16 03:39:27 - mmengine - INFO - Epoch(train) [200][500/3757] lr: 1.1742e-02 eta: 19:05:14 time: 0.3278 data_time: 0.0165 memory: 9201 grad_norm: 4.6596 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1792 loss: 2.1792 2022/08/16 03:40:01 - mmengine - INFO - Epoch(train) [200][600/3757] lr: 1.1742e-02 eta: 19:04:43 time: 0.3279 data_time: 0.0174 memory: 9201 grad_norm: 4.8507 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7524 loss: 1.7524 2022/08/16 03:40:34 - mmengine - INFO - Epoch(train) [200][700/3757] lr: 1.1742e-02 eta: 19:04:11 time: 0.3297 data_time: 0.0176 memory: 9201 grad_norm: 4.7332 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1424 loss: 2.1424 2022/08/16 03:41:07 - mmengine - INFO - Epoch(train) [200][800/3757] lr: 1.1742e-02 eta: 19:03:39 time: 0.3305 data_time: 0.0195 memory: 9201 grad_norm: 4.7511 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0529 loss: 2.0529 2022/08/16 03:41:40 - mmengine - INFO - Epoch(train) [200][900/3757] lr: 1.1742e-02 eta: 19:03:07 time: 0.3295 data_time: 0.0169 memory: 9201 grad_norm: 4.7445 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7600 loss: 1.7600 2022/08/16 03:42:13 - mmengine - INFO - Epoch(train) [200][1000/3757] lr: 1.1742e-02 eta: 19:02:35 time: 0.3280 data_time: 0.0174 memory: 9201 grad_norm: 4.8041 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0552 loss: 2.0552 2022/08/16 03:42:46 - mmengine - INFO - Epoch(train) [200][1100/3757] lr: 1.1742e-02 eta: 19:02:03 time: 0.3275 data_time: 0.0162 memory: 9201 grad_norm: 4.6437 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0650 loss: 2.0650 2022/08/16 03:43:19 - mmengine - INFO - Epoch(train) [200][1200/3757] lr: 1.1742e-02 eta: 19:01:31 time: 0.3264 data_time: 0.0178 memory: 9201 grad_norm: 4.7791 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8045 loss: 1.8045 2022/08/16 03:43:52 - mmengine - INFO - Epoch(train) [200][1300/3757] lr: 1.1742e-02 eta: 19:00:59 time: 0.3320 data_time: 0.0181 memory: 9201 grad_norm: 4.6513 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7799 loss: 1.7799 2022/08/16 03:44:11 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 03:44:25 - mmengine - INFO - Epoch(train) [200][1400/3757] lr: 1.1742e-02 eta: 19:00:27 time: 0.3280 data_time: 0.0181 memory: 9201 grad_norm: 4.5635 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9286 loss: 1.9286 2022/08/16 03:44:59 - mmengine - INFO - Epoch(train) [200][1500/3757] lr: 1.1742e-02 eta: 18:59:55 time: 0.3281 data_time: 0.0175 memory: 9201 grad_norm: 4.8169 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0719 loss: 2.0719 2022/08/16 03:45:32 - mmengine - INFO - Epoch(train) [200][1600/3757] lr: 1.1742e-02 eta: 18:59:23 time: 0.3312 data_time: 0.0187 memory: 9201 grad_norm: 4.8733 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0891 loss: 2.0891 2022/08/16 03:46:05 - mmengine - INFO - Epoch(train) [200][1700/3757] lr: 1.1742e-02 eta: 18:58:51 time: 0.3274 data_time: 0.0176 memory: 9201 grad_norm: 4.7113 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3931 loss: 2.3931 2022/08/16 03:46:38 - mmengine - INFO - Epoch(train) [200][1800/3757] lr: 1.1742e-02 eta: 18:58:19 time: 0.3275 data_time: 0.0171 memory: 9201 grad_norm: 4.8887 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0412 loss: 2.0412 2022/08/16 03:47:11 - mmengine - INFO - Epoch(train) [200][1900/3757] lr: 1.1742e-02 eta: 18:57:47 time: 0.3293 data_time: 0.0191 memory: 9201 grad_norm: 4.6699 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3886 loss: 2.3886 2022/08/16 03:47:44 - mmengine - INFO - Epoch(train) [200][2000/3757] lr: 1.1742e-02 eta: 18:57:15 time: 0.3292 data_time: 0.0188 memory: 9201 grad_norm: 4.6525 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8669 loss: 1.8669 2022/08/16 03:48:18 - mmengine - INFO - Epoch(train) [200][2100/3757] lr: 1.1742e-02 eta: 18:56:43 time: 0.3268 data_time: 0.0164 memory: 9201 grad_norm: 4.8110 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0095 loss: 2.0095 2022/08/16 03:48:51 - mmengine - INFO - Epoch(train) [200][2200/3757] lr: 1.1742e-02 eta: 18:56:11 time: 0.3302 data_time: 0.0179 memory: 9201 grad_norm: 4.8490 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1121 loss: 2.1121 2022/08/16 03:49:24 - mmengine - INFO - Epoch(train) [200][2300/3757] lr: 1.1742e-02 eta: 18:55:39 time: 0.3266 data_time: 0.0166 memory: 9201 grad_norm: 4.8478 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3802 loss: 2.3802 2022/08/16 03:49:43 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 03:49:57 - mmengine - INFO - Epoch(train) [200][2400/3757] lr: 1.1742e-02 eta: 18:55:07 time: 0.3287 data_time: 0.0174 memory: 9201 grad_norm: 4.8096 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0787 loss: 2.0787 2022/08/16 03:50:30 - mmengine - INFO - Epoch(train) [200][2500/3757] lr: 1.1742e-02 eta: 18:54:35 time: 0.3302 data_time: 0.0171 memory: 9201 grad_norm: 4.7605 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0709 loss: 2.0709 2022/08/16 03:51:03 - mmengine - INFO - Epoch(train) [200][2600/3757] lr: 1.1742e-02 eta: 18:54:03 time: 0.3269 data_time: 0.0164 memory: 9201 grad_norm: 4.8623 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1822 loss: 2.1822 2022/08/16 03:51:36 - mmengine - INFO - Epoch(train) [200][2700/3757] lr: 1.1742e-02 eta: 18:53:31 time: 0.3277 data_time: 0.0172 memory: 9201 grad_norm: 4.6795 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9411 loss: 1.9411 2022/08/16 03:52:09 - mmengine - INFO - Epoch(train) [200][2800/3757] lr: 1.1742e-02 eta: 18:52:59 time: 0.3280 data_time: 0.0177 memory: 9201 grad_norm: 4.6444 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.0798 loss: 2.0798 2022/08/16 03:52:42 - mmengine - INFO - Epoch(train) [200][2900/3757] lr: 1.1742e-02 eta: 18:52:28 time: 0.3283 data_time: 0.0170 memory: 9201 grad_norm: 4.8223 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0561 loss: 2.0561 2022/08/16 03:53:15 - mmengine - INFO - Epoch(train) [200][3000/3757] lr: 1.1742e-02 eta: 18:51:56 time: 0.3275 data_time: 0.0171 memory: 9201 grad_norm: 5.0225 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0217 loss: 2.0217 2022/08/16 03:53:48 - mmengine - INFO - Epoch(train) [200][3100/3757] lr: 1.1742e-02 eta: 18:51:24 time: 0.3266 data_time: 0.0174 memory: 9201 grad_norm: 4.7694 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9462 loss: 1.9462 2022/08/16 03:54:22 - mmengine - INFO - Epoch(train) [200][3200/3757] lr: 1.1742e-02 eta: 18:50:52 time: 0.3310 data_time: 0.0175 memory: 9201 grad_norm: 5.0020 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.6068 loss: 2.6068 2022/08/16 03:54:55 - mmengine - INFO - Epoch(train) [200][3300/3757] lr: 1.1742e-02 eta: 18:50:20 time: 0.3289 data_time: 0.0186 memory: 9201 grad_norm: 4.7635 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.2173 loss: 2.2173 2022/08/16 03:55:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 03:55:28 - mmengine - INFO - Epoch(train) [200][3400/3757] lr: 1.1742e-02 eta: 18:49:48 time: 0.3284 data_time: 0.0176 memory: 9201 grad_norm: 4.8404 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4386 loss: 2.4386 2022/08/16 03:56:01 - mmengine - INFO - Epoch(train) [200][3500/3757] lr: 1.1742e-02 eta: 18:49:16 time: 0.3289 data_time: 0.0178 memory: 9201 grad_norm: 4.7686 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3126 loss: 2.3126 2022/08/16 03:56:34 - mmengine - INFO - Epoch(train) [200][3600/3757] lr: 1.1742e-02 eta: 18:48:44 time: 0.3311 data_time: 0.0170 memory: 9201 grad_norm: 4.7209 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2471 loss: 2.2471 2022/08/16 03:57:07 - mmengine - INFO - Epoch(train) [200][3700/3757] lr: 1.1742e-02 eta: 18:48:12 time: 0.3268 data_time: 0.0169 memory: 9201 grad_norm: 4.6806 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3433 loss: 2.3433 2022/08/16 03:57:26 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 03:57:26 - mmengine - INFO - Epoch(train) [200][3757/3757] lr: 1.1742e-02 eta: 18:47:59 time: 0.3102 data_time: 0.0159 memory: 9201 grad_norm: 4.7065 top1_acc: 0.2857 top5_acc: 0.8571 loss_cls: 1.9634 loss: 1.9634 2022/08/16 03:57:26 - mmengine - INFO - Saving checkpoint at 200 epochs 2022/08/16 03:57:53 - mmengine - INFO - Epoch(val) [200][100/310] eta: 0:00:46 time: 0.2196 data_time: 0.1087 memory: 1522 2022/08/16 03:58:15 - mmengine - INFO - Epoch(val) [200][200/310] eta: 0:00:20 time: 0.1883 data_time: 0.0789 memory: 1522 2022/08/16 03:58:34 - mmengine - INFO - Epoch(val) [200][300/310] eta: 0:00:01 time: 0.1304 data_time: 0.0400 memory: 1522 2022/08/16 03:58:36 - mmengine - INFO - Epoch(val) [200][310/310] acc/top1: 0.5931 acc/top5: 0.8271 acc/mean1: 0.5930 2022/08/16 03:58:36 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb/best_acc/top1_epoch_196.pth is removed 2022/08/16 03:58:39 - mmengine - INFO - The best checkpoint with 0.5931 acc/top1 at 201 epoch is saved to best_acc/top1_epoch_201.pth. 2022/08/16 03:59:13 - mmengine - INFO - Epoch(train) [201][100/3757] lr: 1.1349e-02 eta: 18:47:21 time: 0.3381 data_time: 0.0180 memory: 9201 grad_norm: 4.8862 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0587 loss: 2.0587 2022/08/16 03:59:47 - mmengine - INFO - Epoch(train) [201][200/3757] lr: 1.1349e-02 eta: 18:46:49 time: 0.3274 data_time: 0.0173 memory: 9201 grad_norm: 4.7307 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7582 loss: 1.7582 2022/08/16 04:00:20 - mmengine - INFO - Epoch(train) [201][300/3757] lr: 1.1349e-02 eta: 18:46:17 time: 0.3277 data_time: 0.0167 memory: 9201 grad_norm: 4.7885 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9788 loss: 1.9788 2022/08/16 04:00:53 - mmengine - INFO - Epoch(train) [201][400/3757] lr: 1.1349e-02 eta: 18:45:45 time: 0.3258 data_time: 0.0171 memory: 9201 grad_norm: 4.8637 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9131 loss: 1.9131 2022/08/16 04:01:26 - mmengine - INFO - Epoch(train) [201][500/3757] lr: 1.1349e-02 eta: 18:45:13 time: 0.3278 data_time: 0.0170 memory: 9201 grad_norm: 4.6159 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9719 loss: 1.9719 2022/08/16 04:01:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 04:01:59 - mmengine - INFO - Epoch(train) [201][600/3757] lr: 1.1349e-02 eta: 18:44:41 time: 0.3265 data_time: 0.0168 memory: 9201 grad_norm: 4.8196 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0799 loss: 2.0799 2022/08/16 04:02:32 - mmengine - INFO - Epoch(train) [201][700/3757] lr: 1.1349e-02 eta: 18:44:09 time: 0.3279 data_time: 0.0182 memory: 9201 grad_norm: 4.8546 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9914 loss: 1.9914 2022/08/16 04:03:05 - mmengine - INFO - Epoch(train) [201][800/3757] lr: 1.1349e-02 eta: 18:43:37 time: 0.3288 data_time: 0.0177 memory: 9201 grad_norm: 4.6822 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8921 loss: 1.8921 2022/08/16 04:03:39 - mmengine - INFO - Epoch(train) [201][900/3757] lr: 1.1349e-02 eta: 18:43:05 time: 0.3269 data_time: 0.0182 memory: 9201 grad_norm: 4.8422 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2196 loss: 2.2196 2022/08/16 04:04:12 - mmengine - INFO - Epoch(train) [201][1000/3757] lr: 1.1349e-02 eta: 18:42:33 time: 0.3258 data_time: 0.0172 memory: 9201 grad_norm: 4.8836 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0259 loss: 2.0259 2022/08/16 04:04:45 - mmengine - INFO - Epoch(train) [201][1100/3757] lr: 1.1349e-02 eta: 18:42:01 time: 0.3304 data_time: 0.0171 memory: 9201 grad_norm: 4.7679 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0364 loss: 2.0364 2022/08/16 04:05:18 - mmengine - INFO - Epoch(train) [201][1200/3757] lr: 1.1349e-02 eta: 18:41:29 time: 0.3284 data_time: 0.0179 memory: 9201 grad_norm: 4.6703 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.0708 loss: 2.0708 2022/08/16 04:05:51 - mmengine - INFO - Epoch(train) [201][1300/3757] lr: 1.1349e-02 eta: 18:40:57 time: 0.3295 data_time: 0.0184 memory: 9201 grad_norm: 4.7056 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.8780 loss: 1.8780 2022/08/16 04:06:24 - mmengine - INFO - Epoch(train) [201][1400/3757] lr: 1.1349e-02 eta: 18:40:25 time: 0.3284 data_time: 0.0166 memory: 9201 grad_norm: 4.7302 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0614 loss: 2.0614 2022/08/16 04:06:57 - mmengine - INFO - Epoch(train) [201][1500/3757] lr: 1.1349e-02 eta: 18:39:53 time: 0.3276 data_time: 0.0173 memory: 9201 grad_norm: 4.7446 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9162 loss: 1.9162 2022/08/16 04:07:30 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 04:07:30 - mmengine - INFO - Epoch(train) [201][1600/3757] lr: 1.1349e-02 eta: 18:39:21 time: 0.3269 data_time: 0.0162 memory: 9201 grad_norm: 4.6914 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9320 loss: 1.9320 2022/08/16 04:08:04 - mmengine - INFO - Epoch(train) [201][1700/3757] lr: 1.1349e-02 eta: 18:38:49 time: 0.3286 data_time: 0.0166 memory: 9201 grad_norm: 4.7755 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9502 loss: 1.9502 2022/08/16 04:08:37 - mmengine - INFO - Epoch(train) [201][1800/3757] lr: 1.1349e-02 eta: 18:38:17 time: 0.3299 data_time: 0.0189 memory: 9201 grad_norm: 4.7581 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0326 loss: 2.0326 2022/08/16 04:09:10 - mmengine - INFO - Epoch(train) [201][1900/3757] lr: 1.1349e-02 eta: 18:37:45 time: 0.3270 data_time: 0.0165 memory: 9201 grad_norm: 4.7395 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9510 loss: 1.9510 2022/08/16 04:09:43 - mmengine - INFO - Epoch(train) [201][2000/3757] lr: 1.1349e-02 eta: 18:37:13 time: 0.3305 data_time: 0.0177 memory: 9201 grad_norm: 4.9561 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3255 loss: 2.3255 2022/08/16 04:10:16 - mmengine - INFO - Epoch(train) [201][2100/3757] lr: 1.1349e-02 eta: 18:36:41 time: 0.3285 data_time: 0.0187 memory: 9201 grad_norm: 4.7514 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1634 loss: 2.1634 2022/08/16 04:10:49 - mmengine - INFO - Epoch(train) [201][2200/3757] lr: 1.1349e-02 eta: 18:36:09 time: 0.3277 data_time: 0.0178 memory: 9201 grad_norm: 4.8140 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9121 loss: 1.9121 2022/08/16 04:11:22 - mmengine - INFO - Epoch(train) [201][2300/3757] lr: 1.1349e-02 eta: 18:35:37 time: 0.3295 data_time: 0.0196 memory: 9201 grad_norm: 4.9995 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2992 loss: 2.2992 2022/08/16 04:11:55 - mmengine - INFO - Epoch(train) [201][2400/3757] lr: 1.1349e-02 eta: 18:35:05 time: 0.3314 data_time: 0.0179 memory: 9201 grad_norm: 4.8157 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9682 loss: 1.9682 2022/08/16 04:12:28 - mmengine - INFO - Epoch(train) [201][2500/3757] lr: 1.1349e-02 eta: 18:34:33 time: 0.3293 data_time: 0.0175 memory: 9201 grad_norm: 4.8036 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.0632 loss: 2.0632 2022/08/16 04:13:02 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 04:13:02 - mmengine - INFO - Epoch(train) [201][2600/3757] lr: 1.1349e-02 eta: 18:34:01 time: 0.3283 data_time: 0.0182 memory: 9201 grad_norm: 4.8986 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9625 loss: 1.9625 2022/08/16 04:13:35 - mmengine - INFO - Epoch(train) [201][2700/3757] lr: 1.1349e-02 eta: 18:33:30 time: 0.3280 data_time: 0.0176 memory: 9201 grad_norm: 4.8233 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2256 loss: 2.2256 2022/08/16 04:14:08 - mmengine - INFO - Epoch(train) [201][2800/3757] lr: 1.1349e-02 eta: 18:32:58 time: 0.3297 data_time: 0.0184 memory: 9201 grad_norm: 4.8067 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0569 loss: 2.0569 2022/08/16 04:14:41 - mmengine - INFO - Epoch(train) [201][2900/3757] lr: 1.1349e-02 eta: 18:32:26 time: 0.3267 data_time: 0.0173 memory: 9201 grad_norm: 4.9453 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2996 loss: 2.2996 2022/08/16 04:15:14 - mmengine - INFO - Epoch(train) [201][3000/3757] lr: 1.1349e-02 eta: 18:31:54 time: 0.3279 data_time: 0.0169 memory: 9201 grad_norm: 4.7557 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0251 loss: 2.0251 2022/08/16 04:15:47 - mmengine - INFO - Epoch(train) [201][3100/3757] lr: 1.1349e-02 eta: 18:31:22 time: 0.3272 data_time: 0.0176 memory: 9201 grad_norm: 4.7510 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9266 loss: 1.9266 2022/08/16 04:16:20 - mmengine - INFO - Epoch(train) [201][3200/3757] lr: 1.1349e-02 eta: 18:30:50 time: 0.3288 data_time: 0.0174 memory: 9201 grad_norm: 4.8003 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0491 loss: 2.0491 2022/08/16 04:16:54 - mmengine - INFO - Epoch(train) [201][3300/3757] lr: 1.1349e-02 eta: 18:30:18 time: 0.3287 data_time: 0.0179 memory: 9201 grad_norm: 4.6220 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1043 loss: 2.1043 2022/08/16 04:17:27 - mmengine - INFO - Epoch(train) [201][3400/3757] lr: 1.1349e-02 eta: 18:29:46 time: 0.3268 data_time: 0.0166 memory: 9201 grad_norm: 4.7768 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.7056 loss: 1.7056 2022/08/16 04:18:00 - mmengine - INFO - Epoch(train) [201][3500/3757] lr: 1.1349e-02 eta: 18:29:14 time: 0.3273 data_time: 0.0169 memory: 9201 grad_norm: 4.9019 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1173 loss: 2.1173 2022/08/16 04:18:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 04:18:33 - mmengine - INFO - Epoch(train) [201][3600/3757] lr: 1.1349e-02 eta: 18:28:42 time: 0.3291 data_time: 0.0179 memory: 9201 grad_norm: 4.8359 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8165 loss: 1.8165 2022/08/16 04:19:06 - mmengine - INFO - Epoch(train) [201][3700/3757] lr: 1.1349e-02 eta: 18:28:10 time: 0.3284 data_time: 0.0160 memory: 9201 grad_norm: 4.8024 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0370 loss: 2.0370 2022/08/16 04:19:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 04:19:24 - mmengine - INFO - Epoch(train) [201][3757/3757] lr: 1.1349e-02 eta: 18:27:57 time: 0.3107 data_time: 0.0167 memory: 9201 grad_norm: 4.8890 top1_acc: 0.4286 top5_acc: 0.5714 loss_cls: 2.2113 loss: 2.2113 2022/08/16 04:20:00 - mmengine - INFO - Epoch(train) [202][100/3757] lr: 1.0963e-02 eta: 18:27:19 time: 0.3274 data_time: 0.0176 memory: 9201 grad_norm: 4.7482 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2629 loss: 2.2629 2022/08/16 04:20:33 - mmengine - INFO - Epoch(train) [202][200/3757] lr: 1.0963e-02 eta: 18:26:47 time: 0.3288 data_time: 0.0176 memory: 9201 grad_norm: 5.0104 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7087 loss: 1.7087 2022/08/16 04:21:06 - mmengine - INFO - Epoch(train) [202][300/3757] lr: 1.0963e-02 eta: 18:26:15 time: 0.3298 data_time: 0.0175 memory: 9201 grad_norm: 4.7146 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2177 loss: 2.2177 2022/08/16 04:21:39 - mmengine - INFO - Epoch(train) [202][400/3757] lr: 1.0963e-02 eta: 18:25:43 time: 0.3301 data_time: 0.0164 memory: 9201 grad_norm: 4.6921 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0638 loss: 2.0638 2022/08/16 04:22:12 - mmengine - INFO - Epoch(train) [202][500/3757] lr: 1.0963e-02 eta: 18:25:11 time: 0.3271 data_time: 0.0158 memory: 9201 grad_norm: 5.0015 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9997 loss: 1.9997 2022/08/16 04:22:45 - mmengine - INFO - Epoch(train) [202][600/3757] lr: 1.0963e-02 eta: 18:24:39 time: 0.3268 data_time: 0.0175 memory: 9201 grad_norm: 4.8193 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8113 loss: 1.8113 2022/08/16 04:23:18 - mmengine - INFO - Epoch(train) [202][700/3757] lr: 1.0963e-02 eta: 18:24:07 time: 0.3288 data_time: 0.0184 memory: 9201 grad_norm: 4.8692 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0838 loss: 2.0838 2022/08/16 04:23:52 - mmengine - INFO - Epoch(train) [202][800/3757] lr: 1.0963e-02 eta: 18:23:35 time: 0.3271 data_time: 0.0173 memory: 9201 grad_norm: 4.9045 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8883 loss: 1.8883 2022/08/16 04:24:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 04:24:25 - mmengine - INFO - Epoch(train) [202][900/3757] lr: 1.0963e-02 eta: 18:23:03 time: 0.3282 data_time: 0.0179 memory: 9201 grad_norm: 4.8897 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.8073 loss: 1.8073 2022/08/16 04:24:58 - mmengine - INFO - Epoch(train) [202][1000/3757] lr: 1.0963e-02 eta: 18:22:31 time: 0.3325 data_time: 0.0179 memory: 9201 grad_norm: 4.7912 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0654 loss: 2.0654 2022/08/16 04:25:31 - mmengine - INFO - Epoch(train) [202][1100/3757] lr: 1.0963e-02 eta: 18:21:59 time: 0.3245 data_time: 0.0163 memory: 9201 grad_norm: 4.9403 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2493 loss: 2.2493 2022/08/16 04:26:04 - mmengine - INFO - Epoch(train) [202][1200/3757] lr: 1.0963e-02 eta: 18:21:27 time: 0.3265 data_time: 0.0169 memory: 9201 grad_norm: 4.8383 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0940 loss: 2.0940 2022/08/16 04:26:37 - mmengine - INFO - Epoch(train) [202][1300/3757] lr: 1.0963e-02 eta: 18:20:55 time: 0.3288 data_time: 0.0187 memory: 9201 grad_norm: 4.8107 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9853 loss: 1.9853 2022/08/16 04:27:10 - mmengine - INFO - Epoch(train) [202][1400/3757] lr: 1.0963e-02 eta: 18:20:23 time: 0.3265 data_time: 0.0166 memory: 9201 grad_norm: 4.8354 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1215 loss: 2.1215 2022/08/16 04:27:43 - mmengine - INFO - Epoch(train) [202][1500/3757] lr: 1.0963e-02 eta: 18:19:51 time: 0.3273 data_time: 0.0164 memory: 9201 grad_norm: 4.9211 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2442 loss: 2.2442 2022/08/16 04:28:17 - mmengine - INFO - Epoch(train) [202][1600/3757] lr: 1.0963e-02 eta: 18:19:19 time: 0.3287 data_time: 0.0184 memory: 9201 grad_norm: 4.9753 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2021 loss: 2.2021 2022/08/16 04:28:50 - mmengine - INFO - Epoch(train) [202][1700/3757] lr: 1.0963e-02 eta: 18:18:47 time: 0.3289 data_time: 0.0184 memory: 9201 grad_norm: 4.7109 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1435 loss: 2.1435 2022/08/16 04:29:23 - mmengine - INFO - Epoch(train) [202][1800/3757] lr: 1.0963e-02 eta: 18:18:15 time: 0.3278 data_time: 0.0180 memory: 9201 grad_norm: 4.9501 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1759 loss: 2.1759 2022/08/16 04:29:37 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 04:29:56 - mmengine - INFO - Epoch(train) [202][1900/3757] lr: 1.0963e-02 eta: 18:17:43 time: 0.3295 data_time: 0.0173 memory: 9201 grad_norm: 4.9867 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1627 loss: 2.1627 2022/08/16 04:30:29 - mmengine - INFO - Epoch(train) [202][2000/3757] lr: 1.0963e-02 eta: 18:17:11 time: 0.3330 data_time: 0.0186 memory: 9201 grad_norm: 4.8457 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8425 loss: 1.8425 2022/08/16 04:31:02 - mmengine - INFO - Epoch(train) [202][2100/3757] lr: 1.0963e-02 eta: 18:16:39 time: 0.3286 data_time: 0.0173 memory: 9201 grad_norm: 4.8745 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0923 loss: 2.0923 2022/08/16 04:31:35 - mmengine - INFO - Epoch(train) [202][2200/3757] lr: 1.0963e-02 eta: 18:16:07 time: 0.3281 data_time: 0.0174 memory: 9201 grad_norm: 4.7174 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0552 loss: 2.0552 2022/08/16 04:32:09 - mmengine - INFO - Epoch(train) [202][2300/3757] lr: 1.0963e-02 eta: 18:15:35 time: 0.3272 data_time: 0.0170 memory: 9201 grad_norm: 4.9295 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4598 loss: 2.4598 2022/08/16 04:32:42 - mmengine - INFO - Epoch(train) [202][2400/3757] lr: 1.0963e-02 eta: 18:15:03 time: 0.3274 data_time: 0.0170 memory: 9201 grad_norm: 4.8822 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1676 loss: 2.1676 2022/08/16 04:33:15 - mmengine - INFO - Epoch(train) [202][2500/3757] lr: 1.0963e-02 eta: 18:14:31 time: 0.3279 data_time: 0.0180 memory: 9201 grad_norm: 4.8079 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7356 loss: 1.7356 2022/08/16 04:33:48 - mmengine - INFO - Epoch(train) [202][2600/3757] lr: 1.0963e-02 eta: 18:13:59 time: 0.3291 data_time: 0.0170 memory: 9201 grad_norm: 4.9241 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0488 loss: 2.0488 2022/08/16 04:34:21 - mmengine - INFO - Epoch(train) [202][2700/3757] lr: 1.0963e-02 eta: 18:13:27 time: 0.3267 data_time: 0.0169 memory: 9201 grad_norm: 4.9163 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0936 loss: 2.0936 2022/08/16 04:34:54 - mmengine - INFO - Epoch(train) [202][2800/3757] lr: 1.0963e-02 eta: 18:12:55 time: 0.3278 data_time: 0.0180 memory: 9201 grad_norm: 4.7371 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0434 loss: 2.0434 2022/08/16 04:35:08 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 04:35:27 - mmengine - INFO - Epoch(train) [202][2900/3757] lr: 1.0963e-02 eta: 18:12:23 time: 0.3308 data_time: 0.0170 memory: 9201 grad_norm: 4.9381 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8919 loss: 1.8919 2022/08/16 04:36:00 - mmengine - INFO - Epoch(train) [202][3000/3757] lr: 1.0963e-02 eta: 18:11:51 time: 0.3321 data_time: 0.0176 memory: 9201 grad_norm: 4.9474 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4132 loss: 2.4132 2022/08/16 04:36:33 - mmengine - INFO - Epoch(train) [202][3100/3757] lr: 1.0963e-02 eta: 18:11:19 time: 0.3288 data_time: 0.0175 memory: 9201 grad_norm: 4.9506 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0855 loss: 2.0855 2022/08/16 04:37:07 - mmengine - INFO - Epoch(train) [202][3200/3757] lr: 1.0963e-02 eta: 18:10:47 time: 0.3285 data_time: 0.0173 memory: 9201 grad_norm: 4.7395 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0092 loss: 2.0092 2022/08/16 04:37:40 - mmengine - INFO - Epoch(train) [202][3300/3757] lr: 1.0963e-02 eta: 18:10:16 time: 0.3295 data_time: 0.0182 memory: 9201 grad_norm: 4.7771 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0232 loss: 2.0232 2022/08/16 04:38:13 - mmengine - INFO - Epoch(train) [202][3400/3757] lr: 1.0963e-02 eta: 18:09:44 time: 0.3276 data_time: 0.0176 memory: 9201 grad_norm: 4.9452 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0907 loss: 2.0907 2022/08/16 04:38:46 - mmengine - INFO - Epoch(train) [202][3500/3757] lr: 1.0963e-02 eta: 18:09:12 time: 0.3274 data_time: 0.0172 memory: 9201 grad_norm: 4.7457 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2498 loss: 2.2498 2022/08/16 04:39:19 - mmengine - INFO - Epoch(train) [202][3600/3757] lr: 1.0963e-02 eta: 18:08:40 time: 0.3269 data_time: 0.0174 memory: 9201 grad_norm: 4.9032 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.7883 loss: 1.7883 2022/08/16 04:39:53 - mmengine - INFO - Epoch(train) [202][3700/3757] lr: 1.0963e-02 eta: 18:08:08 time: 0.3252 data_time: 0.0165 memory: 9201 grad_norm: 4.7416 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7674 loss: 1.7674 2022/08/16 04:40:11 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 04:40:11 - mmengine - INFO - Epoch(train) [202][3757/3757] lr: 1.0963e-02 eta: 18:07:55 time: 0.3112 data_time: 0.0155 memory: 9201 grad_norm: 4.9389 top1_acc: 0.2857 top5_acc: 0.4286 loss_cls: 1.9840 loss: 1.9840 2022/08/16 04:40:42 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 04:40:47 - mmengine - INFO - Epoch(train) [203][100/3757] lr: 1.0583e-02 eta: 18:07:17 time: 0.3321 data_time: 0.0192 memory: 9201 grad_norm: 4.7055 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8322 loss: 1.8322 2022/08/16 04:41:20 - mmengine - INFO - Epoch(train) [203][200/3757] lr: 1.0583e-02 eta: 18:06:45 time: 0.3276 data_time: 0.0168 memory: 9201 grad_norm: 4.8546 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9658 loss: 1.9658 2022/08/16 04:41:53 - mmengine - INFO - Epoch(train) [203][300/3757] lr: 1.0583e-02 eta: 18:06:13 time: 0.3272 data_time: 0.0172 memory: 9201 grad_norm: 4.8821 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0987 loss: 2.0987 2022/08/16 04:42:26 - mmengine - INFO - Epoch(train) [203][400/3757] lr: 1.0583e-02 eta: 18:05:41 time: 0.3293 data_time: 0.0159 memory: 9201 grad_norm: 4.9195 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0164 loss: 2.0164 2022/08/16 04:42:59 - mmengine - INFO - Epoch(train) [203][500/3757] lr: 1.0583e-02 eta: 18:05:09 time: 0.3259 data_time: 0.0163 memory: 9201 grad_norm: 4.9563 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.0893 loss: 2.0893 2022/08/16 04:43:32 - mmengine - INFO - Epoch(train) [203][600/3757] lr: 1.0583e-02 eta: 18:04:37 time: 0.3288 data_time: 0.0175 memory: 9201 grad_norm: 5.0361 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8744 loss: 1.8744 2022/08/16 04:44:05 - mmengine - INFO - Epoch(train) [203][700/3757] lr: 1.0583e-02 eta: 18:04:05 time: 0.3292 data_time: 0.0174 memory: 9201 grad_norm: 4.9965 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9844 loss: 1.9844 2022/08/16 04:44:39 - mmengine - INFO - Epoch(train) [203][800/3757] lr: 1.0583e-02 eta: 18:03:33 time: 0.3263 data_time: 0.0163 memory: 9201 grad_norm: 4.8409 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9637 loss: 1.9637 2022/08/16 04:45:12 - mmengine - INFO - Epoch(train) [203][900/3757] lr: 1.0583e-02 eta: 18:03:01 time: 0.3285 data_time: 0.0183 memory: 9201 grad_norm: 4.8931 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8215 loss: 1.8215 2022/08/16 04:45:45 - mmengine - INFO - Epoch(train) [203][1000/3757] lr: 1.0583e-02 eta: 18:02:29 time: 0.3280 data_time: 0.0178 memory: 9201 grad_norm: 5.0168 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2119 loss: 2.2119 2022/08/16 04:46:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 04:46:18 - mmengine - INFO - Epoch(train) [203][1100/3757] lr: 1.0583e-02 eta: 18:01:57 time: 0.3309 data_time: 0.0188 memory: 9201 grad_norm: 5.0004 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7051 loss: 1.7051 2022/08/16 04:46:51 - mmengine - INFO - Epoch(train) [203][1200/3757] lr: 1.0583e-02 eta: 18:01:25 time: 0.3280 data_time: 0.0175 memory: 9201 grad_norm: 4.8560 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7278 loss: 1.7278 2022/08/16 04:47:24 - mmengine - INFO - Epoch(train) [203][1300/3757] lr: 1.0583e-02 eta: 18:00:53 time: 0.3277 data_time: 0.0167 memory: 9201 grad_norm: 4.8176 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6567 loss: 1.6567 2022/08/16 04:47:57 - mmengine - INFO - Epoch(train) [203][1400/3757] lr: 1.0583e-02 eta: 18:00:21 time: 0.3303 data_time: 0.0162 memory: 9201 grad_norm: 4.8966 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0130 loss: 2.0130 2022/08/16 04:48:31 - mmengine - INFO - Epoch(train) [203][1500/3757] lr: 1.0583e-02 eta: 17:59:49 time: 0.3284 data_time: 0.0167 memory: 9201 grad_norm: 5.0038 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8838 loss: 1.8838 2022/08/16 04:49:04 - mmengine - INFO - Epoch(train) [203][1600/3757] lr: 1.0583e-02 eta: 17:59:17 time: 0.3283 data_time: 0.0174 memory: 9201 grad_norm: 4.7626 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.7354 loss: 1.7354 2022/08/16 04:49:37 - mmengine - INFO - Epoch(train) [203][1700/3757] lr: 1.0583e-02 eta: 17:58:45 time: 0.3449 data_time: 0.0180 memory: 9201 grad_norm: 4.9036 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0232 loss: 2.0232 2022/08/16 04:50:10 - mmengine - INFO - Epoch(train) [203][1800/3757] lr: 1.0583e-02 eta: 17:58:13 time: 0.3268 data_time: 0.0175 memory: 9201 grad_norm: 4.7146 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9813 loss: 1.9813 2022/08/16 04:50:43 - mmengine - INFO - Epoch(train) [203][1900/3757] lr: 1.0583e-02 eta: 17:57:41 time: 0.3284 data_time: 0.0182 memory: 9201 grad_norm: 4.9301 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9614 loss: 1.9614 2022/08/16 04:51:17 - mmengine - INFO - Epoch(train) [203][2000/3757] lr: 1.0583e-02 eta: 17:57:09 time: 0.3283 data_time: 0.0176 memory: 9201 grad_norm: 4.8996 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.0221 loss: 2.0221 2022/08/16 04:51:45 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 04:51:50 - mmengine - INFO - Epoch(train) [203][2100/3757] lr: 1.0583e-02 eta: 17:56:37 time: 0.3278 data_time: 0.0168 memory: 9201 grad_norm: 4.8722 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0788 loss: 2.0788 2022/08/16 04:52:23 - mmengine - INFO - Epoch(train) [203][2200/3757] lr: 1.0583e-02 eta: 17:56:05 time: 0.3276 data_time: 0.0165 memory: 9201 grad_norm: 4.8551 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0455 loss: 2.0455 2022/08/16 04:52:56 - mmengine - INFO - Epoch(train) [203][2300/3757] lr: 1.0583e-02 eta: 17:55:33 time: 0.3288 data_time: 0.0184 memory: 9201 grad_norm: 5.0486 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1075 loss: 2.1075 2022/08/16 04:53:29 - mmengine - INFO - Epoch(train) [203][2400/3757] lr: 1.0583e-02 eta: 17:55:01 time: 0.3278 data_time: 0.0174 memory: 9201 grad_norm: 4.9531 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1485 loss: 2.1485 2022/08/16 04:54:02 - mmengine - INFO - Epoch(train) [203][2500/3757] lr: 1.0583e-02 eta: 17:54:29 time: 0.3297 data_time: 0.0179 memory: 9201 grad_norm: 5.0428 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1626 loss: 2.1626 2022/08/16 04:54:35 - mmengine - INFO - Epoch(train) [203][2600/3757] lr: 1.0583e-02 eta: 17:53:57 time: 0.3270 data_time: 0.0186 memory: 9201 grad_norm: 5.0005 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0466 loss: 2.0466 2022/08/16 04:55:08 - mmengine - INFO - Epoch(train) [203][2700/3757] lr: 1.0583e-02 eta: 17:53:25 time: 0.3279 data_time: 0.0183 memory: 9201 grad_norm: 4.9815 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.2913 loss: 2.2913 2022/08/16 04:55:42 - mmengine - INFO - Epoch(train) [203][2800/3757] lr: 1.0583e-02 eta: 17:52:53 time: 0.3332 data_time: 0.0174 memory: 9201 grad_norm: 4.9346 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1672 loss: 2.1672 2022/08/16 04:56:15 - mmengine - INFO - Epoch(train) [203][2900/3757] lr: 1.0583e-02 eta: 17:52:21 time: 0.3256 data_time: 0.0163 memory: 9201 grad_norm: 4.9426 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1315 loss: 2.1315 2022/08/16 04:56:48 - mmengine - INFO - Epoch(train) [203][3000/3757] lr: 1.0583e-02 eta: 17:51:49 time: 0.3306 data_time: 0.0182 memory: 9201 grad_norm: 5.0149 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8881 loss: 1.8881 2022/08/16 04:57:16 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 04:57:21 - mmengine - INFO - Epoch(train) [203][3100/3757] lr: 1.0583e-02 eta: 17:51:17 time: 0.3278 data_time: 0.0173 memory: 9201 grad_norm: 4.8354 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0764 loss: 2.0764 2022/08/16 04:57:54 - mmengine - INFO - Epoch(train) [203][3200/3757] lr: 1.0583e-02 eta: 17:50:45 time: 0.3285 data_time: 0.0168 memory: 9201 grad_norm: 4.9497 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0144 loss: 2.0144 2022/08/16 04:58:27 - mmengine - INFO - Epoch(train) [203][3300/3757] lr: 1.0583e-02 eta: 17:50:13 time: 0.3299 data_time: 0.0180 memory: 9201 grad_norm: 4.7512 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0154 loss: 2.0154 2022/08/16 04:59:01 - mmengine - INFO - Epoch(train) [203][3400/3757] lr: 1.0583e-02 eta: 17:49:41 time: 0.3291 data_time: 0.0178 memory: 9201 grad_norm: 5.0383 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9316 loss: 1.9316 2022/08/16 04:59:34 - mmengine - INFO - Epoch(train) [203][3500/3757] lr: 1.0583e-02 eta: 17:49:09 time: 0.3289 data_time: 0.0175 memory: 9201 grad_norm: 5.0483 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.1692 loss: 2.1692 2022/08/16 05:00:07 - mmengine - INFO - Epoch(train) [203][3600/3757] lr: 1.0583e-02 eta: 17:48:37 time: 0.3266 data_time: 0.0170 memory: 9201 grad_norm: 4.9958 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2035 loss: 2.2035 2022/08/16 05:00:40 - mmengine - INFO - Epoch(train) [203][3700/3757] lr: 1.0583e-02 eta: 17:48:05 time: 0.3300 data_time: 0.0179 memory: 9201 grad_norm: 4.8497 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0274 loss: 2.0274 2022/08/16 05:00:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 05:00:59 - mmengine - INFO - Epoch(train) [203][3757/3757] lr: 1.0583e-02 eta: 17:47:53 time: 0.3145 data_time: 0.0170 memory: 9201 grad_norm: 4.9885 top1_acc: 0.2857 top5_acc: 0.4286 loss_cls: 2.2270 loss: 2.2270 2022/08/16 05:01:34 - mmengine - INFO - Epoch(train) [204][100/3757] lr: 1.0208e-02 eta: 17:47:14 time: 0.3293 data_time: 0.0171 memory: 9201 grad_norm: 4.9375 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0365 loss: 2.0365 2022/08/16 05:02:08 - mmengine - INFO - Epoch(train) [204][200/3757] lr: 1.0208e-02 eta: 17:46:42 time: 0.3264 data_time: 0.0167 memory: 9201 grad_norm: 4.9124 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9979 loss: 1.9979 2022/08/16 05:02:41 - mmengine - INFO - Epoch(train) [204][300/3757] lr: 1.0208e-02 eta: 17:46:11 time: 0.3297 data_time: 0.0186 memory: 9201 grad_norm: 5.0213 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8077 loss: 1.8077 2022/08/16 05:02:50 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 05:03:14 - mmengine - INFO - Epoch(train) [204][400/3757] lr: 1.0208e-02 eta: 17:45:39 time: 0.3289 data_time: 0.0165 memory: 9201 grad_norm: 4.8622 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8595 loss: 1.8595 2022/08/16 05:03:47 - mmengine - INFO - Epoch(train) [204][500/3757] lr: 1.0208e-02 eta: 17:45:07 time: 0.3282 data_time: 0.0170 memory: 9201 grad_norm: 4.9181 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.8760 loss: 1.8760 2022/08/16 05:04:21 - mmengine - INFO - Epoch(train) [204][600/3757] lr: 1.0208e-02 eta: 17:44:35 time: 0.3305 data_time: 0.0168 memory: 9201 grad_norm: 4.7611 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9858 loss: 1.9858 2022/08/16 05:04:54 - mmengine - INFO - Epoch(train) [204][700/3757] lr: 1.0208e-02 eta: 17:44:03 time: 0.3276 data_time: 0.0178 memory: 9201 grad_norm: 5.1325 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.1480 loss: 2.1480 2022/08/16 05:05:27 - mmengine - INFO - Epoch(train) [204][800/3757] lr: 1.0208e-02 eta: 17:43:31 time: 0.3297 data_time: 0.0170 memory: 9201 grad_norm: 5.1157 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9628 loss: 1.9628 2022/08/16 05:06:00 - mmengine - INFO - Epoch(train) [204][900/3757] lr: 1.0208e-02 eta: 17:42:59 time: 0.3276 data_time: 0.0178 memory: 9201 grad_norm: 4.9447 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0409 loss: 2.0409 2022/08/16 05:06:33 - mmengine - INFO - Epoch(train) [204][1000/3757] lr: 1.0208e-02 eta: 17:42:27 time: 0.3330 data_time: 0.0183 memory: 9201 grad_norm: 4.8922 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0235 loss: 2.0235 2022/08/16 05:07:06 - mmengine - INFO - Epoch(train) [204][1100/3757] lr: 1.0208e-02 eta: 17:41:55 time: 0.3272 data_time: 0.0173 memory: 9201 grad_norm: 4.9804 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8566 loss: 1.8566 2022/08/16 05:07:39 - mmengine - INFO - Epoch(train) [204][1200/3757] lr: 1.0208e-02 eta: 17:41:23 time: 0.3290 data_time: 0.0182 memory: 9201 grad_norm: 4.8725 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.1038 loss: 2.1038 2022/08/16 05:08:12 - mmengine - INFO - Epoch(train) [204][1300/3757] lr: 1.0208e-02 eta: 17:40:51 time: 0.3292 data_time: 0.0184 memory: 9201 grad_norm: 4.8485 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1652 loss: 2.1652 2022/08/16 05:08:22 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 05:08:46 - mmengine - INFO - Epoch(train) [204][1400/3757] lr: 1.0208e-02 eta: 17:40:19 time: 0.3285 data_time: 0.0160 memory: 9201 grad_norm: 4.9544 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.0518 loss: 2.0518 2022/08/16 05:09:19 - mmengine - INFO - Epoch(train) [204][1500/3757] lr: 1.0208e-02 eta: 17:39:47 time: 0.3277 data_time: 0.0170 memory: 9201 grad_norm: 5.0532 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1851 loss: 2.1851 2022/08/16 05:09:52 - mmengine - INFO - Epoch(train) [204][1600/3757] lr: 1.0208e-02 eta: 17:39:15 time: 0.3283 data_time: 0.0181 memory: 9201 grad_norm: 5.0108 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9043 loss: 1.9043 2022/08/16 05:10:25 - mmengine - INFO - Epoch(train) [204][1700/3757] lr: 1.0208e-02 eta: 17:38:43 time: 0.3282 data_time: 0.0179 memory: 9201 grad_norm: 4.9391 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6580 loss: 1.6580 2022/08/16 05:10:58 - mmengine - INFO - Epoch(train) [204][1800/3757] lr: 1.0208e-02 eta: 17:38:11 time: 0.3285 data_time: 0.0177 memory: 9201 grad_norm: 4.9569 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3947 loss: 2.3947 2022/08/16 05:11:31 - mmengine - INFO - Epoch(train) [204][1900/3757] lr: 1.0208e-02 eta: 17:37:39 time: 0.3300 data_time: 0.0180 memory: 9201 grad_norm: 4.7719 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9524 loss: 1.9524 2022/08/16 05:12:04 - mmengine - INFO - Epoch(train) [204][2000/3757] lr: 1.0208e-02 eta: 17:37:07 time: 0.3283 data_time: 0.0166 memory: 9201 grad_norm: 4.9636 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1472 loss: 2.1472 2022/08/16 05:12:37 - mmengine - INFO - Epoch(train) [204][2100/3757] lr: 1.0208e-02 eta: 17:36:35 time: 0.3275 data_time: 0.0174 memory: 9201 grad_norm: 4.9821 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9045 loss: 1.9045 2022/08/16 05:13:11 - mmengine - INFO - Epoch(train) [204][2200/3757] lr: 1.0208e-02 eta: 17:36:03 time: 0.3283 data_time: 0.0175 memory: 9201 grad_norm: 5.0331 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8361 loss: 1.8361 2022/08/16 05:13:44 - mmengine - INFO - Epoch(train) [204][2300/3757] lr: 1.0208e-02 eta: 17:35:31 time: 0.3286 data_time: 0.0174 memory: 9201 grad_norm: 4.9831 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0188 loss: 2.0188 2022/08/16 05:13:53 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 05:14:17 - mmengine - INFO - Epoch(train) [204][2400/3757] lr: 1.0208e-02 eta: 17:34:59 time: 0.3280 data_time: 0.0178 memory: 9201 grad_norm: 4.8827 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.0307 loss: 2.0307 2022/08/16 05:14:50 - mmengine - INFO - Epoch(train) [204][2500/3757] lr: 1.0208e-02 eta: 17:34:27 time: 0.3290 data_time: 0.0183 memory: 9201 grad_norm: 4.8526 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9821 loss: 1.9821 2022/08/16 05:15:23 - mmengine - INFO - Epoch(train) [204][2600/3757] lr: 1.0208e-02 eta: 17:33:55 time: 0.3281 data_time: 0.0185 memory: 9201 grad_norm: 4.8244 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.0832 loss: 2.0832 2022/08/16 05:15:57 - mmengine - INFO - Epoch(train) [204][2700/3757] lr: 1.0208e-02 eta: 17:33:23 time: 0.3278 data_time: 0.0178 memory: 9201 grad_norm: 5.0012 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8717 loss: 1.8717 2022/08/16 05:16:30 - mmengine - INFO - Epoch(train) [204][2800/3757] lr: 1.0208e-02 eta: 17:32:51 time: 0.3295 data_time: 0.0171 memory: 9201 grad_norm: 4.9344 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0821 loss: 2.0821 2022/08/16 05:17:03 - mmengine - INFO - Epoch(train) [204][2900/3757] lr: 1.0208e-02 eta: 17:32:19 time: 0.3275 data_time: 0.0179 memory: 9201 grad_norm: 4.9633 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1171 loss: 2.1171 2022/08/16 05:17:36 - mmengine - INFO - Epoch(train) [204][3000/3757] lr: 1.0208e-02 eta: 17:31:47 time: 0.3291 data_time: 0.0170 memory: 9201 grad_norm: 4.9579 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1156 loss: 2.1156 2022/08/16 05:18:09 - mmengine - INFO - Epoch(train) [204][3100/3757] lr: 1.0208e-02 eta: 17:31:15 time: 0.3281 data_time: 0.0166 memory: 9201 grad_norm: 5.0366 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.1998 loss: 2.1998 2022/08/16 05:18:43 - mmengine - INFO - Epoch(train) [204][3200/3757] lr: 1.0208e-02 eta: 17:30:43 time: 0.3300 data_time: 0.0181 memory: 9201 grad_norm: 5.0642 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8792 loss: 1.8792 2022/08/16 05:19:16 - mmengine - INFO - Epoch(train) [204][3300/3757] lr: 1.0208e-02 eta: 17:30:11 time: 0.3281 data_time: 0.0173 memory: 9201 grad_norm: 5.1892 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9942 loss: 1.9942 2022/08/16 05:19:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 05:19:49 - mmengine - INFO - Epoch(train) [204][3400/3757] lr: 1.0208e-02 eta: 17:29:39 time: 0.3285 data_time: 0.0174 memory: 9201 grad_norm: 4.7202 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0103 loss: 2.0103 2022/08/16 05:20:22 - mmengine - INFO - Epoch(train) [204][3500/3757] lr: 1.0208e-02 eta: 17:29:07 time: 0.3285 data_time: 0.0173 memory: 9201 grad_norm: 4.9331 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1142 loss: 2.1142 2022/08/16 05:20:55 - mmengine - INFO - Epoch(train) [204][3600/3757] lr: 1.0208e-02 eta: 17:28:35 time: 0.3273 data_time: 0.0175 memory: 9201 grad_norm: 4.9690 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8892 loss: 1.8892 2022/08/16 05:21:28 - mmengine - INFO - Epoch(train) [204][3700/3757] lr: 1.0208e-02 eta: 17:28:03 time: 0.3296 data_time: 0.0180 memory: 9201 grad_norm: 4.9176 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7539 loss: 1.7539 2022/08/16 05:21:47 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 05:21:47 - mmengine - INFO - Epoch(train) [204][3757/3757] lr: 1.0208e-02 eta: 17:27:50 time: 0.3117 data_time: 0.0156 memory: 9201 grad_norm: 5.0474 top1_acc: 0.4286 top5_acc: 0.4286 loss_cls: 2.1159 loss: 2.1159 2022/08/16 05:21:47 - mmengine - INFO - Saving checkpoint at 204 epochs 2022/08/16 05:22:25 - mmengine - INFO - Epoch(train) [205][100/3757] lr: 9.8396e-03 eta: 17:27:12 time: 0.3277 data_time: 0.0172 memory: 9201 grad_norm: 4.9750 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0498 loss: 2.0498 2022/08/16 05:22:59 - mmengine - INFO - Epoch(train) [205][200/3757] lr: 9.8396e-03 eta: 17:26:40 time: 0.3271 data_time: 0.0179 memory: 9201 grad_norm: 4.9776 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1279 loss: 2.1279 2022/08/16 05:23:32 - mmengine - INFO - Epoch(train) [205][300/3757] lr: 9.8396e-03 eta: 17:26:08 time: 0.3281 data_time: 0.0179 memory: 9201 grad_norm: 5.0851 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3277 loss: 2.3277 2022/08/16 05:24:05 - mmengine - INFO - Epoch(train) [205][400/3757] lr: 9.8396e-03 eta: 17:25:36 time: 0.3281 data_time: 0.0173 memory: 9201 grad_norm: 4.9992 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8209 loss: 1.8209 2022/08/16 05:24:38 - mmengine - INFO - Epoch(train) [205][500/3757] lr: 9.8396e-03 eta: 17:25:04 time: 0.3287 data_time: 0.0176 memory: 9201 grad_norm: 5.0669 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8317 loss: 1.8317 2022/08/16 05:25:02 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 05:25:12 - mmengine - INFO - Epoch(train) [205][600/3757] lr: 9.8396e-03 eta: 17:24:32 time: 0.3278 data_time: 0.0181 memory: 9201 grad_norm: 5.0634 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1627 loss: 2.1627 2022/08/16 05:25:45 - mmengine - INFO - Epoch(train) [205][700/3757] lr: 9.8396e-03 eta: 17:24:00 time: 0.3282 data_time: 0.0192 memory: 9201 grad_norm: 5.1063 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8871 loss: 1.8871 2022/08/16 05:26:18 - mmengine - INFO - Epoch(train) [205][800/3757] lr: 9.8396e-03 eta: 17:23:28 time: 0.3267 data_time: 0.0166 memory: 9201 grad_norm: 4.8998 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0367 loss: 2.0367 2022/08/16 05:26:51 - mmengine - INFO - Epoch(train) [205][900/3757] lr: 9.8396e-03 eta: 17:22:56 time: 0.3275 data_time: 0.0165 memory: 9201 grad_norm: 4.9709 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.2375 loss: 2.2375 2022/08/16 05:27:24 - mmengine - INFO - Epoch(train) [205][1000/3757] lr: 9.8396e-03 eta: 17:22:24 time: 0.3281 data_time: 0.0177 memory: 9201 grad_norm: 5.1938 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 2.1045 loss: 2.1045 2022/08/16 05:27:57 - mmengine - INFO - Epoch(train) [205][1100/3757] lr: 9.8396e-03 eta: 17:21:52 time: 0.3279 data_time: 0.0176 memory: 9201 grad_norm: 4.9910 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1258 loss: 2.1258 2022/08/16 05:28:30 - mmengine - INFO - Epoch(train) [205][1200/3757] lr: 9.8396e-03 eta: 17:21:20 time: 0.3292 data_time: 0.0167 memory: 9201 grad_norm: 4.9794 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9063 loss: 1.9063 2022/08/16 05:29:04 - mmengine - INFO - Epoch(train) [205][1300/3757] lr: 9.8396e-03 eta: 17:20:48 time: 0.3290 data_time: 0.0171 memory: 9201 grad_norm: 5.0473 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9899 loss: 1.9899 2022/08/16 05:29:37 - mmengine - INFO - Epoch(train) [205][1400/3757] lr: 9.8396e-03 eta: 17:20:16 time: 0.3269 data_time: 0.0171 memory: 9201 grad_norm: 4.8375 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8624 loss: 1.8624 2022/08/16 05:30:10 - mmengine - INFO - Epoch(train) [205][1500/3757] lr: 9.8396e-03 eta: 17:19:44 time: 0.3290 data_time: 0.0178 memory: 9201 grad_norm: 5.0707 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9084 loss: 1.9084 2022/08/16 05:30:34 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 05:30:43 - mmengine - INFO - Epoch(train) [205][1600/3757] lr: 9.8396e-03 eta: 17:19:12 time: 0.3373 data_time: 0.0169 memory: 9201 grad_norm: 5.0623 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0262 loss: 2.0262 2022/08/16 05:31:16 - mmengine - INFO - Epoch(train) [205][1700/3757] lr: 9.8396e-03 eta: 17:18:40 time: 0.3273 data_time: 0.0169 memory: 9201 grad_norm: 5.0986 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0486 loss: 2.0486 2022/08/16 05:31:50 - mmengine - INFO - Epoch(train) [205][1800/3757] lr: 9.8396e-03 eta: 17:18:08 time: 0.3288 data_time: 0.0176 memory: 9201 grad_norm: 5.0296 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.7915 loss: 1.7915 2022/08/16 05:32:23 - mmengine - INFO - Epoch(train) [205][1900/3757] lr: 9.8396e-03 eta: 17:17:36 time: 0.3261 data_time: 0.0168 memory: 9201 grad_norm: 5.0901 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6956 loss: 1.6956 2022/08/16 05:32:56 - mmengine - INFO - Epoch(train) [205][2000/3757] lr: 9.8396e-03 eta: 17:17:04 time: 0.3282 data_time: 0.0172 memory: 9201 grad_norm: 5.0584 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9762 loss: 1.9762 2022/08/16 05:33:29 - mmengine - INFO - Epoch(train) [205][2100/3757] lr: 9.8396e-03 eta: 17:16:32 time: 0.3290 data_time: 0.0175 memory: 9201 grad_norm: 5.1481 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1586 loss: 2.1586 2022/08/16 05:34:02 - mmengine - INFO - Epoch(train) [205][2200/3757] lr: 9.8396e-03 eta: 17:16:00 time: 0.3303 data_time: 0.0182 memory: 9201 grad_norm: 5.0822 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1004 loss: 2.1004 2022/08/16 05:34:36 - mmengine - INFO - Epoch(train) [205][2300/3757] lr: 9.8396e-03 eta: 17:15:28 time: 0.3278 data_time: 0.0175 memory: 9201 grad_norm: 5.2422 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0133 loss: 2.0133 2022/08/16 05:35:09 - mmengine - INFO - Epoch(train) [205][2400/3757] lr: 9.8396e-03 eta: 17:14:56 time: 0.3282 data_time: 0.0173 memory: 9201 grad_norm: 5.0121 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.1619 loss: 2.1619 2022/08/16 05:35:42 - mmengine - INFO - Epoch(train) [205][2500/3757] lr: 9.8396e-03 eta: 17:14:24 time: 0.3294 data_time: 0.0195 memory: 9201 grad_norm: 5.0944 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0615 loss: 2.0615 2022/08/16 05:36:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 05:36:15 - mmengine - INFO - Epoch(train) [205][2600/3757] lr: 9.8396e-03 eta: 17:13:52 time: 0.3297 data_time: 0.0178 memory: 9201 grad_norm: 4.9132 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7755 loss: 1.7755 2022/08/16 05:36:48 - mmengine - INFO - Epoch(train) [205][2700/3757] lr: 9.8396e-03 eta: 17:13:20 time: 0.3278 data_time: 0.0163 memory: 9201 grad_norm: 5.1140 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9437 loss: 1.9437 2022/08/16 05:37:21 - mmengine - INFO - Epoch(train) [205][2800/3757] lr: 9.8396e-03 eta: 17:12:48 time: 0.3304 data_time: 0.0181 memory: 9201 grad_norm: 5.2955 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8801 loss: 1.8801 2022/08/16 05:37:55 - mmengine - INFO - Epoch(train) [205][2900/3757] lr: 9.8396e-03 eta: 17:12:16 time: 0.3276 data_time: 0.0167 memory: 9201 grad_norm: 4.9905 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9208 loss: 1.9208 2022/08/16 05:38:28 - mmengine - INFO - Epoch(train) [205][3000/3757] lr: 9.8396e-03 eta: 17:11:44 time: 0.3269 data_time: 0.0173 memory: 9201 grad_norm: 5.2623 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9134 loss: 1.9134 2022/08/16 05:39:01 - mmengine - INFO - Epoch(train) [205][3100/3757] lr: 9.8396e-03 eta: 17:11:12 time: 0.3299 data_time: 0.0181 memory: 9201 grad_norm: 5.1266 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0028 loss: 2.0028 2022/08/16 05:39:34 - mmengine - INFO - Epoch(train) [205][3200/3757] lr: 9.8396e-03 eta: 17:10:40 time: 0.3318 data_time: 0.0185 memory: 9201 grad_norm: 4.9502 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0146 loss: 2.0146 2022/08/16 05:40:07 - mmengine - INFO - Epoch(train) [205][3300/3757] lr: 9.8396e-03 eta: 17:10:08 time: 0.3269 data_time: 0.0171 memory: 9201 grad_norm: 5.1148 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1157 loss: 2.1157 2022/08/16 05:40:40 - mmengine - INFO - Epoch(train) [205][3400/3757] lr: 9.8396e-03 eta: 17:09:36 time: 0.3287 data_time: 0.0174 memory: 9201 grad_norm: 5.1353 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9432 loss: 1.9432 2022/08/16 05:41:13 - mmengine - INFO - Epoch(train) [205][3500/3757] lr: 9.8396e-03 eta: 17:09:04 time: 0.3275 data_time: 0.0178 memory: 9201 grad_norm: 5.0993 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6979 loss: 1.6979 2022/08/16 05:41:37 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 05:41:47 - mmengine - INFO - Epoch(train) [205][3600/3757] lr: 9.8396e-03 eta: 17:08:32 time: 0.3275 data_time: 0.0165 memory: 9201 grad_norm: 5.0388 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9766 loss: 1.9766 2022/08/16 05:42:20 - mmengine - INFO - Epoch(train) [205][3700/3757] lr: 9.8396e-03 eta: 17:08:00 time: 0.3277 data_time: 0.0177 memory: 9201 grad_norm: 5.0497 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1532 loss: 2.1532 2022/08/16 05:42:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 05:42:38 - mmengine - INFO - Epoch(train) [205][3757/3757] lr: 9.8396e-03 eta: 17:07:47 time: 0.3116 data_time: 0.0153 memory: 9201 grad_norm: 5.1227 top1_acc: 0.2857 top5_acc: 0.7143 loss_cls: 2.3899 loss: 2.3899 2022/08/16 05:43:00 - mmengine - INFO - Epoch(val) [205][100/310] eta: 0:00:45 time: 0.2147 data_time: 0.1031 memory: 1522 2022/08/16 05:43:22 - mmengine - INFO - Epoch(val) [205][200/310] eta: 0:00:21 time: 0.1948 data_time: 0.0841 memory: 1522 2022/08/16 05:43:43 - mmengine - INFO - Epoch(val) [205][300/310] eta: 0:00:02 time: 0.2113 data_time: 0.0987 memory: 1522 2022/08/16 05:43:47 - mmengine - INFO - Epoch(val) [205][310/310] acc/top1: 0.6023 acc/top5: 0.8332 acc/mean1: 0.6023 2022/08/16 05:43:47 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb/best_acc/top1_epoch_201.pth is removed 2022/08/16 05:43:50 - mmengine - INFO - The best checkpoint with 0.6023 acc/top1 at 206 epoch is saved to best_acc/top1_epoch_206.pth. 2022/08/16 05:44:24 - mmengine - INFO - Epoch(train) [206][100/3757] lr: 9.4771e-03 eta: 17:07:09 time: 0.3295 data_time: 0.0178 memory: 9201 grad_norm: 4.9447 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9538 loss: 1.9538 2022/08/16 05:44:57 - mmengine - INFO - Epoch(train) [206][200/3757] lr: 9.4771e-03 eta: 17:06:37 time: 0.3302 data_time: 0.0180 memory: 9201 grad_norm: 4.9737 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9573 loss: 1.9573 2022/08/16 05:45:30 - mmengine - INFO - Epoch(train) [206][300/3757] lr: 9.4771e-03 eta: 17:06:05 time: 0.3267 data_time: 0.0173 memory: 9201 grad_norm: 4.9189 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.2918 loss: 2.2918 2022/08/16 05:46:03 - mmengine - INFO - Epoch(train) [206][400/3757] lr: 9.4771e-03 eta: 17:05:33 time: 0.3278 data_time: 0.0183 memory: 9201 grad_norm: 4.9349 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8199 loss: 1.8199 2022/08/16 05:46:36 - mmengine - INFO - Epoch(train) [206][500/3757] lr: 9.4771e-03 eta: 17:05:01 time: 0.3271 data_time: 0.0173 memory: 9201 grad_norm: 5.0520 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9164 loss: 1.9164 2022/08/16 05:47:10 - mmengine - INFO - Epoch(train) [206][600/3757] lr: 9.4771e-03 eta: 17:04:29 time: 0.3281 data_time: 0.0170 memory: 9201 grad_norm: 5.0554 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8268 loss: 1.8268 2022/08/16 05:47:43 - mmengine - INFO - Epoch(train) [206][700/3757] lr: 9.4771e-03 eta: 17:03:57 time: 0.3305 data_time: 0.0181 memory: 9201 grad_norm: 5.1556 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 1.9428 loss: 1.9428 2022/08/16 05:48:16 - mmengine - INFO - Epoch(train) [206][800/3757] lr: 9.4771e-03 eta: 17:03:25 time: 0.3287 data_time: 0.0173 memory: 9201 grad_norm: 4.9850 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0202 loss: 2.0202 2022/08/16 05:48:21 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 05:48:49 - mmengine - INFO - Epoch(train) [206][900/3757] lr: 9.4771e-03 eta: 17:02:53 time: 0.3283 data_time: 0.0176 memory: 9201 grad_norm: 5.1363 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0109 loss: 2.0109 2022/08/16 05:49:22 - mmengine - INFO - Epoch(train) [206][1000/3757] lr: 9.4771e-03 eta: 17:02:21 time: 0.3341 data_time: 0.0181 memory: 9201 grad_norm: 5.0713 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8663 loss: 1.8663 2022/08/16 05:49:56 - mmengine - INFO - Epoch(train) [206][1100/3757] lr: 9.4771e-03 eta: 17:01:49 time: 0.3296 data_time: 0.0185 memory: 9201 grad_norm: 5.0164 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8269 loss: 1.8269 2022/08/16 05:50:29 - mmengine - INFO - Epoch(train) [206][1200/3757] lr: 9.4771e-03 eta: 17:01:17 time: 0.3271 data_time: 0.0168 memory: 9201 grad_norm: 5.2678 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9472 loss: 1.9472 2022/08/16 05:51:02 - mmengine - INFO - Epoch(train) [206][1300/3757] lr: 9.4771e-03 eta: 17:00:45 time: 0.3287 data_time: 0.0179 memory: 9201 grad_norm: 5.0673 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8704 loss: 1.8704 2022/08/16 05:51:35 - mmengine - INFO - Epoch(train) [206][1400/3757] lr: 9.4771e-03 eta: 17:00:13 time: 0.3287 data_time: 0.0189 memory: 9201 grad_norm: 5.1215 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7248 loss: 1.7248 2022/08/16 05:52:08 - mmengine - INFO - Epoch(train) [206][1500/3757] lr: 9.4771e-03 eta: 16:59:41 time: 0.3276 data_time: 0.0179 memory: 9201 grad_norm: 5.2242 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2309 loss: 2.2309 2022/08/16 05:52:41 - mmengine - INFO - Epoch(train) [206][1600/3757] lr: 9.4771e-03 eta: 16:59:09 time: 0.3282 data_time: 0.0175 memory: 9201 grad_norm: 5.3095 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0859 loss: 2.0859 2022/08/16 05:53:14 - mmengine - INFO - Epoch(train) [206][1700/3757] lr: 9.4771e-03 eta: 16:58:37 time: 0.3284 data_time: 0.0171 memory: 9201 grad_norm: 5.0455 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9697 loss: 1.9697 2022/08/16 05:53:48 - mmengine - INFO - Epoch(train) [206][1800/3757] lr: 9.4771e-03 eta: 16:58:05 time: 0.3294 data_time: 0.0172 memory: 9201 grad_norm: 4.9622 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6569 loss: 1.6569 2022/08/16 05:53:53 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 05:54:21 - mmengine - INFO - Epoch(train) [206][1900/3757] lr: 9.4771e-03 eta: 16:57:33 time: 0.3284 data_time: 0.0176 memory: 9201 grad_norm: 5.1879 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9376 loss: 1.9376 2022/08/16 05:54:54 - mmengine - INFO - Epoch(train) [206][2000/3757] lr: 9.4771e-03 eta: 16:57:01 time: 0.3291 data_time: 0.0182 memory: 9201 grad_norm: 5.2963 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1364 loss: 2.1364 2022/08/16 05:55:27 - mmengine - INFO - Epoch(train) [206][2100/3757] lr: 9.4771e-03 eta: 16:56:29 time: 0.3300 data_time: 0.0174 memory: 9201 grad_norm: 5.0531 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7867 loss: 1.7867 2022/08/16 05:56:00 - mmengine - INFO - Epoch(train) [206][2200/3757] lr: 9.4771e-03 eta: 16:55:57 time: 0.3277 data_time: 0.0175 memory: 9201 grad_norm: 5.0501 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0013 loss: 2.0013 2022/08/16 05:56:34 - mmengine - INFO - Epoch(train) [206][2300/3757] lr: 9.4771e-03 eta: 16:55:25 time: 0.3293 data_time: 0.0168 memory: 9201 grad_norm: 5.1030 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7364 loss: 1.7364 2022/08/16 05:57:07 - mmengine - INFO - Epoch(train) [206][2400/3757] lr: 9.4771e-03 eta: 16:54:53 time: 0.3310 data_time: 0.0184 memory: 9201 grad_norm: 4.8974 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6610 loss: 1.6610 2022/08/16 05:57:40 - mmengine - INFO - Epoch(train) [206][2500/3757] lr: 9.4771e-03 eta: 16:54:21 time: 0.3289 data_time: 0.0168 memory: 9201 grad_norm: 4.9280 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7569 loss: 1.7569 2022/08/16 05:58:13 - mmengine - INFO - Epoch(train) [206][2600/3757] lr: 9.4771e-03 eta: 16:53:49 time: 0.3304 data_time: 0.0176 memory: 9201 grad_norm: 5.2612 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0238 loss: 2.0238 2022/08/16 05:58:47 - mmengine - INFO - Epoch(train) [206][2700/3757] lr: 9.4771e-03 eta: 16:53:17 time: 0.3347 data_time: 0.0187 memory: 9201 grad_norm: 4.8974 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3150 loss: 2.3150 2022/08/16 05:59:20 - mmengine - INFO - Epoch(train) [206][2800/3757] lr: 9.4771e-03 eta: 16:52:45 time: 0.3286 data_time: 0.0164 memory: 9201 grad_norm: 4.9743 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8062 loss: 1.8062 2022/08/16 05:59:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 05:59:53 - mmengine - INFO - Epoch(train) [206][2900/3757] lr: 9.4771e-03 eta: 16:52:13 time: 0.3279 data_time: 0.0173 memory: 9201 grad_norm: 5.1256 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9895 loss: 1.9895 2022/08/16 06:00:28 - mmengine - INFO - Epoch(train) [206][3000/3757] lr: 9.4771e-03 eta: 16:51:41 time: 0.3329 data_time: 0.0182 memory: 9201 grad_norm: 5.3547 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8884 loss: 1.8884 2022/08/16 06:01:01 - mmengine - INFO - Epoch(train) [206][3100/3757] lr: 9.4771e-03 eta: 16:51:09 time: 0.3279 data_time: 0.0170 memory: 9201 grad_norm: 5.2466 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1201 loss: 2.1201 2022/08/16 06:01:34 - mmengine - INFO - Epoch(train) [206][3200/3757] lr: 9.4771e-03 eta: 16:50:37 time: 0.3276 data_time: 0.0168 memory: 9201 grad_norm: 5.1828 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 2.0069 loss: 2.0069 2022/08/16 06:02:07 - mmengine - INFO - Epoch(train) [206][3300/3757] lr: 9.4771e-03 eta: 16:50:05 time: 0.3328 data_time: 0.0176 memory: 9201 grad_norm: 5.0658 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1190 loss: 2.1190 2022/08/16 06:02:41 - mmengine - INFO - Epoch(train) [206][3400/3757] lr: 9.4771e-03 eta: 16:49:33 time: 0.3269 data_time: 0.0178 memory: 9201 grad_norm: 5.0450 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0321 loss: 2.0321 2022/08/16 06:03:14 - mmengine - INFO - Epoch(train) [206][3500/3757] lr: 9.4771e-03 eta: 16:49:01 time: 0.3272 data_time: 0.0176 memory: 9201 grad_norm: 5.2014 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9795 loss: 1.9795 2022/08/16 06:03:47 - mmengine - INFO - Epoch(train) [206][3600/3757] lr: 9.4771e-03 eta: 16:48:29 time: 0.3284 data_time: 0.0176 memory: 9201 grad_norm: 4.9934 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0423 loss: 2.0423 2022/08/16 06:04:20 - mmengine - INFO - Epoch(train) [206][3700/3757] lr: 9.4771e-03 eta: 16:47:57 time: 0.3284 data_time: 0.0185 memory: 9201 grad_norm: 5.1083 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6923 loss: 1.6923 2022/08/16 06:04:39 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 06:04:39 - mmengine - INFO - Epoch(train) [206][3757/3757] lr: 9.4771e-03 eta: 16:47:45 time: 0.3122 data_time: 0.0170 memory: 9201 grad_norm: 5.0541 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 1.9788 loss: 1.9788 2022/08/16 06:05:00 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 06:05:14 - mmengine - INFO - Epoch(train) [207][100/3757] lr: 9.1208e-03 eta: 16:47:06 time: 0.3277 data_time: 0.0177 memory: 9201 grad_norm: 4.9305 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6333 loss: 1.6333 2022/08/16 06:05:47 - mmengine - INFO - Epoch(train) [207][200/3757] lr: 9.1208e-03 eta: 16:46:34 time: 0.3287 data_time: 0.0175 memory: 9201 grad_norm: 5.0510 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1222 loss: 2.1222 2022/08/16 06:06:20 - mmengine - INFO - Epoch(train) [207][300/3757] lr: 9.1208e-03 eta: 16:46:02 time: 0.3272 data_time: 0.0166 memory: 9201 grad_norm: 5.2729 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0651 loss: 2.0651 2022/08/16 06:06:54 - mmengine - INFO - Epoch(train) [207][400/3757] lr: 9.1208e-03 eta: 16:45:30 time: 0.3295 data_time: 0.0176 memory: 9201 grad_norm: 5.2596 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7029 loss: 1.7029 2022/08/16 06:07:27 - mmengine - INFO - Epoch(train) [207][500/3757] lr: 9.1208e-03 eta: 16:44:58 time: 0.3270 data_time: 0.0188 memory: 9201 grad_norm: 5.0095 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8404 loss: 1.8404 2022/08/16 06:08:00 - mmengine - INFO - Epoch(train) [207][600/3757] lr: 9.1208e-03 eta: 16:44:26 time: 0.3268 data_time: 0.0170 memory: 9201 grad_norm: 5.1139 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0871 loss: 2.0871 2022/08/16 06:08:33 - mmengine - INFO - Epoch(train) [207][700/3757] lr: 9.1208e-03 eta: 16:43:54 time: 0.3287 data_time: 0.0172 memory: 9201 grad_norm: 4.9887 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0401 loss: 2.0401 2022/08/16 06:09:06 - mmengine - INFO - Epoch(train) [207][800/3757] lr: 9.1208e-03 eta: 16:43:22 time: 0.3287 data_time: 0.0173 memory: 9201 grad_norm: 5.2043 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7760 loss: 1.7760 2022/08/16 06:09:39 - mmengine - INFO - Epoch(train) [207][900/3757] lr: 9.1208e-03 eta: 16:42:50 time: 0.3294 data_time: 0.0185 memory: 9201 grad_norm: 5.1602 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9268 loss: 1.9268 2022/08/16 06:10:12 - mmengine - INFO - Epoch(train) [207][1000/3757] lr: 9.1208e-03 eta: 16:42:18 time: 0.3266 data_time: 0.0169 memory: 9201 grad_norm: 5.2463 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.6743 loss: 1.6743 2022/08/16 06:10:32 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 06:10:46 - mmengine - INFO - Epoch(train) [207][1100/3757] lr: 9.1208e-03 eta: 16:41:46 time: 0.3289 data_time: 0.0174 memory: 9201 grad_norm: 5.1215 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1799 loss: 2.1799 2022/08/16 06:11:19 - mmengine - INFO - Epoch(train) [207][1200/3757] lr: 9.1208e-03 eta: 16:41:14 time: 0.3283 data_time: 0.0178 memory: 9201 grad_norm: 5.2778 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2041 loss: 2.2041 2022/08/16 06:11:52 - mmengine - INFO - Epoch(train) [207][1300/3757] lr: 9.1208e-03 eta: 16:40:42 time: 0.3271 data_time: 0.0176 memory: 9201 grad_norm: 5.1656 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7496 loss: 1.7496 2022/08/16 06:12:25 - mmengine - INFO - Epoch(train) [207][1400/3757] lr: 9.1208e-03 eta: 16:40:10 time: 0.3290 data_time: 0.0170 memory: 9201 grad_norm: 5.0061 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8884 loss: 1.8884 2022/08/16 06:12:58 - mmengine - INFO - Epoch(train) [207][1500/3757] lr: 9.1208e-03 eta: 16:39:38 time: 0.3296 data_time: 0.0171 memory: 9201 grad_norm: 5.2058 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9550 loss: 1.9550 2022/08/16 06:13:31 - mmengine - INFO - Epoch(train) [207][1600/3757] lr: 9.1208e-03 eta: 16:39:06 time: 0.3269 data_time: 0.0183 memory: 9201 grad_norm: 5.2288 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2523 loss: 2.2523 2022/08/16 06:14:05 - mmengine - INFO - Epoch(train) [207][1700/3757] lr: 9.1208e-03 eta: 16:38:34 time: 0.3308 data_time: 0.0185 memory: 9201 grad_norm: 5.0790 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9487 loss: 1.9487 2022/08/16 06:14:38 - mmengine - INFO - Epoch(train) [207][1800/3757] lr: 9.1208e-03 eta: 16:38:02 time: 0.3295 data_time: 0.0177 memory: 9201 grad_norm: 5.2425 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0597 loss: 2.0597 2022/08/16 06:15:11 - mmengine - INFO - Epoch(train) [207][1900/3757] lr: 9.1208e-03 eta: 16:37:30 time: 0.3291 data_time: 0.0164 memory: 9201 grad_norm: 5.3033 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8512 loss: 1.8512 2022/08/16 06:15:44 - mmengine - INFO - Epoch(train) [207][2000/3757] lr: 9.1208e-03 eta: 16:36:58 time: 0.3277 data_time: 0.0166 memory: 9201 grad_norm: 5.2325 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0021 loss: 2.0021 2022/08/16 06:16:04 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 06:16:17 - mmengine - INFO - Epoch(train) [207][2100/3757] lr: 9.1208e-03 eta: 16:36:26 time: 0.3275 data_time: 0.0170 memory: 9201 grad_norm: 5.2050 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9624 loss: 1.9624 2022/08/16 06:16:51 - mmengine - INFO - Epoch(train) [207][2200/3757] lr: 9.1208e-03 eta: 16:35:54 time: 0.3269 data_time: 0.0161 memory: 9201 grad_norm: 5.2962 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9358 loss: 1.9358 2022/08/16 06:17:24 - mmengine - INFO - Epoch(train) [207][2300/3757] lr: 9.1208e-03 eta: 16:35:22 time: 0.3273 data_time: 0.0174 memory: 9201 grad_norm: 5.0965 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7470 loss: 1.7470 2022/08/16 06:17:57 - mmengine - INFO - Epoch(train) [207][2400/3757] lr: 9.1208e-03 eta: 16:34:50 time: 0.3306 data_time: 0.0180 memory: 9201 grad_norm: 5.1881 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1581 loss: 2.1581 2022/08/16 06:18:30 - mmengine - INFO - Epoch(train) [207][2500/3757] lr: 9.1208e-03 eta: 16:34:18 time: 0.3277 data_time: 0.0177 memory: 9201 grad_norm: 5.0833 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1440 loss: 2.1440 2022/08/16 06:19:04 - mmengine - INFO - Epoch(train) [207][2600/3757] lr: 9.1208e-03 eta: 16:33:46 time: 0.3272 data_time: 0.0170 memory: 9201 grad_norm: 5.1983 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8412 loss: 1.8412 2022/08/16 06:19:37 - mmengine - INFO - Epoch(train) [207][2700/3757] lr: 9.1208e-03 eta: 16:33:14 time: 0.3338 data_time: 0.0187 memory: 9201 grad_norm: 5.1924 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3939 loss: 2.3939 2022/08/16 06:20:10 - mmengine - INFO - Epoch(train) [207][2800/3757] lr: 9.1208e-03 eta: 16:32:42 time: 0.3268 data_time: 0.0166 memory: 9201 grad_norm: 5.0990 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.2611 loss: 2.2611 2022/08/16 06:20:43 - mmengine - INFO - Epoch(train) [207][2900/3757] lr: 9.1208e-03 eta: 16:32:10 time: 0.3259 data_time: 0.0173 memory: 9201 grad_norm: 5.0402 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9555 loss: 1.9555 2022/08/16 06:21:16 - mmengine - INFO - Epoch(train) [207][3000/3757] lr: 9.1208e-03 eta: 16:31:38 time: 0.3315 data_time: 0.0179 memory: 9201 grad_norm: 5.1469 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1799 loss: 2.1799 2022/08/16 06:21:36 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 06:21:49 - mmengine - INFO - Epoch(train) [207][3100/3757] lr: 9.1208e-03 eta: 16:31:06 time: 0.3283 data_time: 0.0179 memory: 9201 grad_norm: 5.1577 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9662 loss: 1.9662 2022/08/16 06:22:23 - mmengine - INFO - Epoch(train) [207][3200/3757] lr: 9.1208e-03 eta: 16:30:34 time: 0.3282 data_time: 0.0172 memory: 9201 grad_norm: 5.0881 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6880 loss: 1.6880 2022/08/16 06:22:56 - mmengine - INFO - Epoch(train) [207][3300/3757] lr: 9.1208e-03 eta: 16:30:02 time: 0.3345 data_time: 0.0177 memory: 9201 grad_norm: 5.1218 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8842 loss: 1.8842 2022/08/16 06:23:29 - mmengine - INFO - Epoch(train) [207][3400/3757] lr: 9.1208e-03 eta: 16:29:30 time: 0.3322 data_time: 0.0195 memory: 9201 grad_norm: 5.1473 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8775 loss: 1.8775 2022/08/16 06:24:03 - mmengine - INFO - Epoch(train) [207][3500/3757] lr: 9.1208e-03 eta: 16:28:58 time: 0.3281 data_time: 0.0175 memory: 9201 grad_norm: 5.1132 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1392 loss: 2.1392 2022/08/16 06:24:36 - mmengine - INFO - Epoch(train) [207][3600/3757] lr: 9.1208e-03 eta: 16:28:26 time: 0.3294 data_time: 0.0182 memory: 9201 grad_norm: 5.0727 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9949 loss: 1.9949 2022/08/16 06:25:09 - mmengine - INFO - Epoch(train) [207][3700/3757] lr: 9.1208e-03 eta: 16:27:54 time: 0.3311 data_time: 0.0184 memory: 9201 grad_norm: 5.2787 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1609 loss: 2.1609 2022/08/16 06:25:28 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 06:25:28 - mmengine - INFO - Epoch(train) [207][3757/3757] lr: 9.1208e-03 eta: 16:27:41 time: 0.3134 data_time: 0.0169 memory: 9201 grad_norm: 5.2124 top1_acc: 0.5714 top5_acc: 0.7143 loss_cls: 1.6337 loss: 1.6337 2022/08/16 06:26:03 - mmengine - INFO - Epoch(train) [208][100/3757] lr: 8.7705e-03 eta: 16:27:03 time: 0.3263 data_time: 0.0169 memory: 9201 grad_norm: 5.1036 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0168 loss: 2.0168 2022/08/16 06:26:36 - mmengine - INFO - Epoch(train) [208][200/3757] lr: 8.7705e-03 eta: 16:26:31 time: 0.3289 data_time: 0.0168 memory: 9201 grad_norm: 5.2567 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9237 loss: 1.9237 2022/08/16 06:27:10 - mmengine - INFO - Epoch(train) [208][300/3757] lr: 8.7705e-03 eta: 16:25:59 time: 0.3326 data_time: 0.0187 memory: 9201 grad_norm: 5.4039 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0104 loss: 2.0104 2022/08/16 06:27:10 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 06:27:43 - mmengine - INFO - Epoch(train) [208][400/3757] lr: 8.7705e-03 eta: 16:25:27 time: 0.3276 data_time: 0.0165 memory: 9201 grad_norm: 4.9649 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3253 loss: 2.3253 2022/08/16 06:28:16 - mmengine - INFO - Epoch(train) [208][500/3757] lr: 8.7705e-03 eta: 16:24:55 time: 0.3270 data_time: 0.0166 memory: 9201 grad_norm: 5.2746 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9237 loss: 1.9237 2022/08/16 06:28:49 - mmengine - INFO - Epoch(train) [208][600/3757] lr: 8.7705e-03 eta: 16:24:23 time: 0.3297 data_time: 0.0170 memory: 9201 grad_norm: 5.3049 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0810 loss: 2.0810 2022/08/16 06:29:22 - mmengine - INFO - Epoch(train) [208][700/3757] lr: 8.7705e-03 eta: 16:23:51 time: 0.3279 data_time: 0.0176 memory: 9201 grad_norm: 5.0355 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9864 loss: 1.9864 2022/08/16 06:29:56 - mmengine - INFO - Epoch(train) [208][800/3757] lr: 8.7705e-03 eta: 16:23:19 time: 0.3275 data_time: 0.0172 memory: 9201 grad_norm: 5.2192 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9724 loss: 1.9724 2022/08/16 06:30:29 - mmengine - INFO - Epoch(train) [208][900/3757] lr: 8.7705e-03 eta: 16:22:47 time: 0.3331 data_time: 0.0196 memory: 9201 grad_norm: 5.3198 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1063 loss: 2.1063 2022/08/16 06:31:02 - mmengine - INFO - Epoch(train) [208][1000/3757] lr: 8.7705e-03 eta: 16:22:15 time: 0.3308 data_time: 0.0183 memory: 9201 grad_norm: 5.2515 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0863 loss: 2.0863 2022/08/16 06:31:35 - mmengine - INFO - Epoch(train) [208][1100/3757] lr: 8.7705e-03 eta: 16:21:43 time: 0.3276 data_time: 0.0169 memory: 9201 grad_norm: 5.1572 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.1679 loss: 2.1679 2022/08/16 06:32:08 - mmengine - INFO - Epoch(train) [208][1200/3757] lr: 8.7705e-03 eta: 16:21:11 time: 0.3304 data_time: 0.0186 memory: 9201 grad_norm: 5.2331 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7487 loss: 1.7487 2022/08/16 06:32:42 - mmengine - INFO - Epoch(train) [208][1300/3757] lr: 8.7705e-03 eta: 16:20:39 time: 0.3305 data_time: 0.0178 memory: 9201 grad_norm: 5.2671 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9039 loss: 1.9039 2022/08/16 06:32:42 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 06:33:15 - mmengine - INFO - Epoch(train) [208][1400/3757] lr: 8.7705e-03 eta: 16:20:07 time: 0.3280 data_time: 0.0174 memory: 9201 grad_norm: 5.2585 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8775 loss: 1.8775 2022/08/16 06:33:48 - mmengine - INFO - Epoch(train) [208][1500/3757] lr: 8.7705e-03 eta: 16:19:35 time: 0.3280 data_time: 0.0182 memory: 9201 grad_norm: 5.0991 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9310 loss: 1.9310 2022/08/16 06:34:21 - mmengine - INFO - Epoch(train) [208][1600/3757] lr: 8.7705e-03 eta: 16:19:03 time: 0.3289 data_time: 0.0187 memory: 9201 grad_norm: 5.1591 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9465 loss: 1.9465 2022/08/16 06:34:54 - mmengine - INFO - Epoch(train) [208][1700/3757] lr: 8.7705e-03 eta: 16:18:31 time: 0.3279 data_time: 0.0179 memory: 9201 grad_norm: 5.1261 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6641 loss: 1.6641 2022/08/16 06:35:27 - mmengine - INFO - Epoch(train) [208][1800/3757] lr: 8.7705e-03 eta: 16:17:59 time: 0.3277 data_time: 0.0167 memory: 9201 grad_norm: 5.2239 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8991 loss: 1.8991 2022/08/16 06:36:00 - mmengine - INFO - Epoch(train) [208][1900/3757] lr: 8.7705e-03 eta: 16:17:27 time: 0.3284 data_time: 0.0186 memory: 9201 grad_norm: 5.4546 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2088 loss: 2.2088 2022/08/16 06:36:34 - mmengine - INFO - Epoch(train) [208][2000/3757] lr: 8.7705e-03 eta: 16:16:55 time: 0.3273 data_time: 0.0165 memory: 9201 grad_norm: 5.3663 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2177 loss: 2.2177 2022/08/16 06:37:07 - mmengine - INFO - Epoch(train) [208][2100/3757] lr: 8.7705e-03 eta: 16:16:23 time: 0.3296 data_time: 0.0173 memory: 9201 grad_norm: 5.1286 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8648 loss: 1.8648 2022/08/16 06:37:40 - mmengine - INFO - Epoch(train) [208][2200/3757] lr: 8.7705e-03 eta: 16:15:51 time: 0.3300 data_time: 0.0180 memory: 9201 grad_norm: 5.2041 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0509 loss: 2.0509 2022/08/16 06:38:13 - mmengine - INFO - Epoch(train) [208][2300/3757] lr: 8.7705e-03 eta: 16:15:19 time: 0.3274 data_time: 0.0171 memory: 9201 grad_norm: 5.4163 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9994 loss: 1.9994 2022/08/16 06:38:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 06:38:46 - mmengine - INFO - Epoch(train) [208][2400/3757] lr: 8.7705e-03 eta: 16:14:47 time: 0.3333 data_time: 0.0178 memory: 9201 grad_norm: 5.0827 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9308 loss: 1.9308 2022/08/16 06:39:20 - mmengine - INFO - Epoch(train) [208][2500/3757] lr: 8.7705e-03 eta: 16:14:15 time: 0.3292 data_time: 0.0180 memory: 9201 grad_norm: 5.1593 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8652 loss: 1.8652 2022/08/16 06:39:53 - mmengine - INFO - Epoch(train) [208][2600/3757] lr: 8.7705e-03 eta: 16:13:43 time: 0.3267 data_time: 0.0164 memory: 9201 grad_norm: 5.0996 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9995 loss: 1.9995 2022/08/16 06:40:26 - mmengine - INFO - Epoch(train) [208][2700/3757] lr: 8.7705e-03 eta: 16:13:11 time: 0.3290 data_time: 0.0166 memory: 9201 grad_norm: 5.1231 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8217 loss: 1.8217 2022/08/16 06:40:59 - mmengine - INFO - Epoch(train) [208][2800/3757] lr: 8.7705e-03 eta: 16:12:39 time: 0.3274 data_time: 0.0169 memory: 9201 grad_norm: 5.1692 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2962 loss: 2.2962 2022/08/16 06:41:32 - mmengine - INFO - Epoch(train) [208][2900/3757] lr: 8.7705e-03 eta: 16:12:07 time: 0.3321 data_time: 0.0190 memory: 9201 grad_norm: 5.0981 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2059 loss: 2.2059 2022/08/16 06:42:05 - mmengine - INFO - Epoch(train) [208][3000/3757] lr: 8.7705e-03 eta: 16:11:35 time: 0.3267 data_time: 0.0175 memory: 9201 grad_norm: 5.1519 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0938 loss: 2.0938 2022/08/16 06:42:38 - mmengine - INFO - Epoch(train) [208][3100/3757] lr: 8.7705e-03 eta: 16:11:03 time: 0.3303 data_time: 0.0176 memory: 9201 grad_norm: 5.1679 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8767 loss: 1.8767 2022/08/16 06:43:12 - mmengine - INFO - Epoch(train) [208][3200/3757] lr: 8.7705e-03 eta: 16:10:31 time: 0.3317 data_time: 0.0182 memory: 9201 grad_norm: 5.2429 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7944 loss: 1.7944 2022/08/16 06:43:45 - mmengine - INFO - Epoch(train) [208][3300/3757] lr: 8.7705e-03 eta: 16:09:59 time: 0.3289 data_time: 0.0175 memory: 9201 grad_norm: 5.2942 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2576 loss: 2.2576 2022/08/16 06:43:45 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 06:44:18 - mmengine - INFO - Epoch(train) [208][3400/3757] lr: 8.7705e-03 eta: 16:09:27 time: 0.3276 data_time: 0.0189 memory: 9201 grad_norm: 5.3330 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9002 loss: 1.9002 2022/08/16 06:44:51 - mmengine - INFO - Epoch(train) [208][3500/3757] lr: 8.7705e-03 eta: 16:08:55 time: 0.3326 data_time: 0.0183 memory: 9201 grad_norm: 5.4299 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8102 loss: 1.8102 2022/08/16 06:45:24 - mmengine - INFO - Epoch(train) [208][3600/3757] lr: 8.7705e-03 eta: 16:08:23 time: 0.3291 data_time: 0.0181 memory: 9201 grad_norm: 5.0045 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8899 loss: 1.8899 2022/08/16 06:45:58 - mmengine - INFO - Epoch(train) [208][3700/3757] lr: 8.7705e-03 eta: 16:07:51 time: 0.3290 data_time: 0.0183 memory: 9201 grad_norm: 5.0713 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8054 loss: 1.8054 2022/08/16 06:46:17 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 06:46:17 - mmengine - INFO - Epoch(train) [208][3757/3757] lr: 8.7705e-03 eta: 16:07:38 time: 0.3143 data_time: 0.0171 memory: 9201 grad_norm: 5.3401 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 1.9332 loss: 1.9332 2022/08/16 06:46:17 - mmengine - INFO - Saving checkpoint at 208 epochs 2022/08/16 06:46:55 - mmengine - INFO - Epoch(train) [209][100/3757] lr: 8.4265e-03 eta: 16:06:59 time: 0.3274 data_time: 0.0168 memory: 9201 grad_norm: 5.0989 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0753 loss: 2.0753 2022/08/16 06:47:28 - mmengine - INFO - Epoch(train) [209][200/3757] lr: 8.4265e-03 eta: 16:06:27 time: 0.3285 data_time: 0.0181 memory: 9201 grad_norm: 5.2254 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9386 loss: 1.9386 2022/08/16 06:48:01 - mmengine - INFO - Epoch(train) [209][300/3757] lr: 8.4265e-03 eta: 16:05:55 time: 0.3275 data_time: 0.0165 memory: 9201 grad_norm: 5.2352 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5270 loss: 1.5270 2022/08/16 06:48:35 - mmengine - INFO - Epoch(train) [209][400/3757] lr: 8.4265e-03 eta: 16:05:23 time: 0.3283 data_time: 0.0178 memory: 9201 grad_norm: 5.2608 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8177 loss: 1.8177 2022/08/16 06:49:08 - mmengine - INFO - Epoch(train) [209][500/3757] lr: 8.4265e-03 eta: 16:04:51 time: 0.3285 data_time: 0.0168 memory: 9201 grad_norm: 5.3691 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8863 loss: 1.8863 2022/08/16 06:49:22 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 06:49:41 - mmengine - INFO - Epoch(train) [209][600/3757] lr: 8.4265e-03 eta: 16:04:19 time: 0.3292 data_time: 0.0172 memory: 9201 grad_norm: 5.1728 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1848 loss: 2.1848 2022/08/16 06:50:14 - mmengine - INFO - Epoch(train) [209][700/3757] lr: 8.4265e-03 eta: 16:03:47 time: 0.3280 data_time: 0.0179 memory: 9201 grad_norm: 5.3918 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7765 loss: 1.7765 2022/08/16 06:50:47 - mmengine - INFO - Epoch(train) [209][800/3757] lr: 8.4265e-03 eta: 16:03:15 time: 0.3290 data_time: 0.0172 memory: 9201 grad_norm: 5.2371 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0329 loss: 2.0329 2022/08/16 06:51:20 - mmengine - INFO - Epoch(train) [209][900/3757] lr: 8.4265e-03 eta: 16:02:43 time: 0.3292 data_time: 0.0184 memory: 9201 grad_norm: 5.2088 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8889 loss: 1.8889 2022/08/16 06:51:53 - mmengine - INFO - Epoch(train) [209][1000/3757] lr: 8.4265e-03 eta: 16:02:11 time: 0.3270 data_time: 0.0171 memory: 9201 grad_norm: 5.1908 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9220 loss: 1.9220 2022/08/16 06:52:27 - mmengine - INFO - Epoch(train) [209][1100/3757] lr: 8.4265e-03 eta: 16:01:39 time: 0.3272 data_time: 0.0177 memory: 9201 grad_norm: 5.0769 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7797 loss: 1.7797 2022/08/16 06:53:00 - mmengine - INFO - Epoch(train) [209][1200/3757] lr: 8.4265e-03 eta: 16:01:07 time: 0.3310 data_time: 0.0190 memory: 9201 grad_norm: 5.4608 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8804 loss: 1.8804 2022/08/16 06:53:33 - mmengine - INFO - Epoch(train) [209][1300/3757] lr: 8.4265e-03 eta: 16:00:35 time: 0.3278 data_time: 0.0170 memory: 9201 grad_norm: 5.3165 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7893 loss: 1.7893 2022/08/16 06:54:06 - mmengine - INFO - Epoch(train) [209][1400/3757] lr: 8.4265e-03 eta: 16:00:03 time: 0.3280 data_time: 0.0181 memory: 9201 grad_norm: 5.2183 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8414 loss: 1.8414 2022/08/16 06:54:40 - mmengine - INFO - Epoch(train) [209][1500/3757] lr: 8.4265e-03 eta: 15:59:31 time: 0.3283 data_time: 0.0176 memory: 9201 grad_norm: 5.3741 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8270 loss: 1.8270 2022/08/16 06:54:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 06:55:13 - mmengine - INFO - Epoch(train) [209][1600/3757] lr: 8.4265e-03 eta: 15:58:59 time: 0.3411 data_time: 0.0180 memory: 9201 grad_norm: 5.2811 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8746 loss: 1.8746 2022/08/16 06:55:46 - mmengine - INFO - Epoch(train) [209][1700/3757] lr: 8.4265e-03 eta: 15:58:27 time: 0.3273 data_time: 0.0167 memory: 9201 grad_norm: 5.3731 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8377 loss: 1.8377 2022/08/16 06:56:19 - mmengine - INFO - Epoch(train) [209][1800/3757] lr: 8.4265e-03 eta: 15:57:55 time: 0.3279 data_time: 0.0176 memory: 9201 grad_norm: 5.2388 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9338 loss: 1.9338 2022/08/16 06:56:53 - mmengine - INFO - Epoch(train) [209][1900/3757] lr: 8.4265e-03 eta: 15:57:23 time: 0.3317 data_time: 0.0191 memory: 9201 grad_norm: 5.3690 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0051 loss: 2.0051 2022/08/16 06:57:26 - mmengine - INFO - Epoch(train) [209][2000/3757] lr: 8.4265e-03 eta: 15:56:51 time: 0.3294 data_time: 0.0179 memory: 9201 grad_norm: 5.2245 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.7614 loss: 1.7614 2022/08/16 06:57:59 - mmengine - INFO - Epoch(train) [209][2100/3757] lr: 8.4265e-03 eta: 15:56:19 time: 0.3292 data_time: 0.0173 memory: 9201 grad_norm: 5.4291 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8473 loss: 1.8473 2022/08/16 06:58:33 - mmengine - INFO - Epoch(train) [209][2200/3757] lr: 8.4265e-03 eta: 15:55:47 time: 0.3270 data_time: 0.0172 memory: 9201 grad_norm: 5.2659 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8826 loss: 1.8826 2022/08/16 06:59:06 - mmengine - INFO - Epoch(train) [209][2300/3757] lr: 8.4265e-03 eta: 15:55:15 time: 0.3268 data_time: 0.0173 memory: 9201 grad_norm: 5.2925 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8535 loss: 1.8535 2022/08/16 06:59:39 - mmengine - INFO - Epoch(train) [209][2400/3757] lr: 8.4265e-03 eta: 15:54:43 time: 0.3296 data_time: 0.0165 memory: 9201 grad_norm: 5.1586 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9695 loss: 1.9695 2022/08/16 07:00:12 - mmengine - INFO - Epoch(train) [209][2500/3757] lr: 8.4265e-03 eta: 15:54:11 time: 0.3291 data_time: 0.0176 memory: 9201 grad_norm: 5.3157 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9066 loss: 1.9066 2022/08/16 07:00:27 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 07:00:45 - mmengine - INFO - Epoch(train) [209][2600/3757] lr: 8.4265e-03 eta: 15:53:39 time: 0.3270 data_time: 0.0187 memory: 9201 grad_norm: 5.2402 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1827 loss: 2.1827 2022/08/16 07:01:19 - mmengine - INFO - Epoch(train) [209][2700/3757] lr: 8.4265e-03 eta: 15:53:07 time: 0.3306 data_time: 0.0185 memory: 9201 grad_norm: 5.3099 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2264 loss: 2.2264 2022/08/16 07:01:52 - mmengine - INFO - Epoch(train) [209][2800/3757] lr: 8.4265e-03 eta: 15:52:35 time: 0.3296 data_time: 0.0177 memory: 9201 grad_norm: 5.3893 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8152 loss: 1.8152 2022/08/16 07:02:25 - mmengine - INFO - Epoch(train) [209][2900/3757] lr: 8.4265e-03 eta: 15:52:03 time: 0.3267 data_time: 0.0171 memory: 9201 grad_norm: 5.1093 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7729 loss: 1.7729 2022/08/16 07:02:58 - mmengine - INFO - Epoch(train) [209][3000/3757] lr: 8.4265e-03 eta: 15:51:31 time: 0.3298 data_time: 0.0186 memory: 9201 grad_norm: 5.2401 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9538 loss: 1.9538 2022/08/16 07:03:31 - mmengine - INFO - Epoch(train) [209][3100/3757] lr: 8.4265e-03 eta: 15:50:59 time: 0.3333 data_time: 0.0182 memory: 9201 grad_norm: 5.1997 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9218 loss: 1.9218 2022/08/16 07:04:05 - mmengine - INFO - Epoch(train) [209][3200/3757] lr: 8.4265e-03 eta: 15:50:27 time: 0.3280 data_time: 0.0171 memory: 9201 grad_norm: 5.1842 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8684 loss: 1.8684 2022/08/16 07:04:38 - mmengine - INFO - Epoch(train) [209][3300/3757] lr: 8.4265e-03 eta: 15:49:55 time: 0.3277 data_time: 0.0173 memory: 9201 grad_norm: 5.3096 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1475 loss: 2.1475 2022/08/16 07:05:11 - mmengine - INFO - Epoch(train) [209][3400/3757] lr: 8.4265e-03 eta: 15:49:23 time: 0.3307 data_time: 0.0177 memory: 9201 grad_norm: 5.3836 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3678 loss: 2.3678 2022/08/16 07:05:44 - mmengine - INFO - Epoch(train) [209][3500/3757] lr: 8.4265e-03 eta: 15:48:51 time: 0.3285 data_time: 0.0167 memory: 9201 grad_norm: 5.1825 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.0278 loss: 2.0278 2022/08/16 07:05:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 07:06:17 - mmengine - INFO - Epoch(train) [209][3600/3757] lr: 8.4265e-03 eta: 15:48:19 time: 0.3265 data_time: 0.0175 memory: 9201 grad_norm: 5.3409 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1008 loss: 2.1008 2022/08/16 07:06:51 - mmengine - INFO - Epoch(train) [209][3700/3757] lr: 8.4265e-03 eta: 15:47:47 time: 0.3312 data_time: 0.0176 memory: 9201 grad_norm: 5.1215 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8230 loss: 1.8230 2022/08/16 07:07:09 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 07:07:09 - mmengine - INFO - Epoch(train) [209][3757/3757] lr: 8.4265e-03 eta: 15:47:34 time: 0.3118 data_time: 0.0171 memory: 9201 grad_norm: 5.3383 top1_acc: 0.7143 top5_acc: 0.7143 loss_cls: 1.8974 loss: 1.8974 2022/08/16 07:07:45 - mmengine - INFO - Epoch(train) [210][100/3757] lr: 8.0888e-03 eta: 15:46:56 time: 0.3276 data_time: 0.0179 memory: 9201 grad_norm: 5.3236 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1292 loss: 2.1292 2022/08/16 07:08:18 - mmengine - INFO - Epoch(train) [210][200/3757] lr: 8.0888e-03 eta: 15:46:24 time: 0.3252 data_time: 0.0157 memory: 9201 grad_norm: 5.2868 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8383 loss: 1.8383 2022/08/16 07:08:51 - mmengine - INFO - Epoch(train) [210][300/3757] lr: 8.0888e-03 eta: 15:45:52 time: 0.3282 data_time: 0.0185 memory: 9201 grad_norm: 5.1212 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0814 loss: 2.0814 2022/08/16 07:09:25 - mmengine - INFO - Epoch(train) [210][400/3757] lr: 8.0888e-03 eta: 15:45:20 time: 0.3288 data_time: 0.0175 memory: 9201 grad_norm: 5.2801 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1381 loss: 2.1381 2022/08/16 07:09:58 - mmengine - INFO - Epoch(train) [210][500/3757] lr: 8.0888e-03 eta: 15:44:48 time: 0.3277 data_time: 0.0177 memory: 9201 grad_norm: 5.2413 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0309 loss: 2.0309 2022/08/16 07:10:31 - mmengine - INFO - Epoch(train) [210][600/3757] lr: 8.0888e-03 eta: 15:44:16 time: 0.3273 data_time: 0.0176 memory: 9201 grad_norm: 5.3871 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0001 loss: 2.0001 2022/08/16 07:11:04 - mmengine - INFO - Epoch(train) [210][700/3757] lr: 8.0888e-03 eta: 15:43:44 time: 0.3362 data_time: 0.0166 memory: 9201 grad_norm: 5.1953 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 1.8963 loss: 1.8963 2022/08/16 07:11:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 07:11:37 - mmengine - INFO - Epoch(train) [210][800/3757] lr: 8.0888e-03 eta: 15:43:12 time: 0.3267 data_time: 0.0170 memory: 9201 grad_norm: 5.2176 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0688 loss: 2.0688 2022/08/16 07:12:11 - mmengine - INFO - Epoch(train) [210][900/3757] lr: 8.0888e-03 eta: 15:42:40 time: 0.3293 data_time: 0.0186 memory: 9201 grad_norm: 5.2364 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8225 loss: 1.8225 2022/08/16 07:12:44 - mmengine - INFO - Epoch(train) [210][1000/3757] lr: 8.0888e-03 eta: 15:42:08 time: 0.3309 data_time: 0.0187 memory: 9201 grad_norm: 5.2994 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8159 loss: 1.8159 2022/08/16 07:13:17 - mmengine - INFO - Epoch(train) [210][1100/3757] lr: 8.0888e-03 eta: 15:41:36 time: 0.3270 data_time: 0.0165 memory: 9201 grad_norm: 5.4994 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9417 loss: 1.9417 2022/08/16 07:13:50 - mmengine - INFO - Epoch(train) [210][1200/3757] lr: 8.0888e-03 eta: 15:41:04 time: 0.3280 data_time: 0.0175 memory: 9201 grad_norm: 5.2519 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2384 loss: 2.2384 2022/08/16 07:14:23 - mmengine - INFO - Epoch(train) [210][1300/3757] lr: 8.0888e-03 eta: 15:40:32 time: 0.3304 data_time: 0.0179 memory: 9201 grad_norm: 5.0366 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9709 loss: 1.9709 2022/08/16 07:14:56 - mmengine - INFO - Epoch(train) [210][1400/3757] lr: 8.0888e-03 eta: 15:40:00 time: 0.3298 data_time: 0.0180 memory: 9201 grad_norm: 5.2359 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0552 loss: 2.0552 2022/08/16 07:15:30 - mmengine - INFO - Epoch(train) [210][1500/3757] lr: 8.0888e-03 eta: 15:39:28 time: 0.3283 data_time: 0.0174 memory: 9201 grad_norm: 5.4282 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0985 loss: 2.0985 2022/08/16 07:16:03 - mmengine - INFO - Epoch(train) [210][1600/3757] lr: 8.0888e-03 eta: 15:38:56 time: 0.3380 data_time: 0.0178 memory: 9201 grad_norm: 5.5745 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9893 loss: 1.9893 2022/08/16 07:16:36 - mmengine - INFO - Epoch(train) [210][1700/3757] lr: 8.0888e-03 eta: 15:38:24 time: 0.3275 data_time: 0.0177 memory: 9201 grad_norm: 5.3092 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9350 loss: 1.9350 2022/08/16 07:17:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 07:17:10 - mmengine - INFO - Epoch(train) [210][1800/3757] lr: 8.0888e-03 eta: 15:37:52 time: 0.3264 data_time: 0.0173 memory: 9201 grad_norm: 5.3729 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9284 loss: 1.9284 2022/08/16 07:17:43 - mmengine - INFO - Epoch(train) [210][1900/3757] lr: 8.0888e-03 eta: 15:37:20 time: 0.3337 data_time: 0.0169 memory: 9201 grad_norm: 5.2199 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5982 loss: 1.5982 2022/08/16 07:18:16 - mmengine - INFO - Epoch(train) [210][2000/3757] lr: 8.0888e-03 eta: 15:36:48 time: 0.3294 data_time: 0.0182 memory: 9201 grad_norm: 5.3850 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0903 loss: 2.0903 2022/08/16 07:18:50 - mmengine - INFO - Epoch(train) [210][2100/3757] lr: 8.0888e-03 eta: 15:36:16 time: 0.3283 data_time: 0.0177 memory: 9201 grad_norm: 5.3463 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0466 loss: 2.0466 2022/08/16 07:19:23 - mmengine - INFO - Epoch(train) [210][2200/3757] lr: 8.0888e-03 eta: 15:35:44 time: 0.3332 data_time: 0.0176 memory: 9201 grad_norm: 5.5218 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1534 loss: 2.1534 2022/08/16 07:19:56 - mmengine - INFO - Epoch(train) [210][2300/3757] lr: 8.0888e-03 eta: 15:35:12 time: 0.3275 data_time: 0.0173 memory: 9201 grad_norm: 5.2622 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8668 loss: 1.8668 2022/08/16 07:20:30 - mmengine - INFO - Epoch(train) [210][2400/3757] lr: 8.0888e-03 eta: 15:34:40 time: 0.3298 data_time: 0.0172 memory: 9201 grad_norm: 5.2670 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7223 loss: 1.7223 2022/08/16 07:21:03 - mmengine - INFO - Epoch(train) [210][2500/3757] lr: 8.0888e-03 eta: 15:34:08 time: 0.3319 data_time: 0.0184 memory: 9201 grad_norm: 5.3324 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9274 loss: 1.9274 2022/08/16 07:21:36 - mmengine - INFO - Epoch(train) [210][2600/3757] lr: 8.0888e-03 eta: 15:33:36 time: 0.3299 data_time: 0.0189 memory: 9201 grad_norm: 5.2997 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.8496 loss: 1.8496 2022/08/16 07:22:09 - mmengine - INFO - Epoch(train) [210][2700/3757] lr: 8.0888e-03 eta: 15:33:04 time: 0.3273 data_time: 0.0174 memory: 9201 grad_norm: 5.1890 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6346 loss: 1.6346 2022/08/16 07:22:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 07:22:42 - mmengine - INFO - Epoch(train) [210][2800/3757] lr: 8.0888e-03 eta: 15:32:31 time: 0.3292 data_time: 0.0185 memory: 9201 grad_norm: 5.4773 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1703 loss: 2.1703 2022/08/16 07:23:16 - mmengine - INFO - Epoch(train) [210][2900/3757] lr: 8.0888e-03 eta: 15:31:59 time: 0.3367 data_time: 0.0172 memory: 9201 grad_norm: 5.2780 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7451 loss: 1.7451 2022/08/16 07:23:49 - mmengine - INFO - Epoch(train) [210][3000/3757] lr: 8.0888e-03 eta: 15:31:27 time: 0.3275 data_time: 0.0177 memory: 9201 grad_norm: 5.1415 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7884 loss: 1.7884 2022/08/16 07:24:22 - mmengine - INFO - Epoch(train) [210][3100/3757] lr: 8.0888e-03 eta: 15:30:55 time: 0.3311 data_time: 0.0180 memory: 9201 grad_norm: 5.1769 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6296 loss: 1.6296 2022/08/16 07:24:56 - mmengine - INFO - Epoch(train) [210][3200/3757] lr: 8.0888e-03 eta: 15:30:23 time: 0.3288 data_time: 0.0172 memory: 9201 grad_norm: 5.3114 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0627 loss: 2.0627 2022/08/16 07:25:29 - mmengine - INFO - Epoch(train) [210][3300/3757] lr: 8.0888e-03 eta: 15:29:51 time: 0.3271 data_time: 0.0167 memory: 9201 grad_norm: 5.5803 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1459 loss: 2.1459 2022/08/16 07:26:02 - mmengine - INFO - Epoch(train) [210][3400/3757] lr: 8.0888e-03 eta: 15:29:19 time: 0.3298 data_time: 0.0175 memory: 9201 grad_norm: 5.5304 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8567 loss: 1.8567 2022/08/16 07:26:35 - mmengine - INFO - Epoch(train) [210][3500/3757] lr: 8.0888e-03 eta: 15:28:47 time: 0.3276 data_time: 0.0173 memory: 9201 grad_norm: 5.5041 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1201 loss: 2.1201 2022/08/16 07:27:09 - mmengine - INFO - Epoch(train) [210][3600/3757] lr: 8.0888e-03 eta: 15:28:15 time: 0.3267 data_time: 0.0168 memory: 9201 grad_norm: 5.2617 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 1.9427 loss: 1.9427 2022/08/16 07:27:42 - mmengine - INFO - Epoch(train) [210][3700/3757] lr: 8.0888e-03 eta: 15:27:43 time: 0.3315 data_time: 0.0189 memory: 9201 grad_norm: 5.3591 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0692 loss: 2.0692 2022/08/16 07:28:00 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 07:28:00 - mmengine - INFO - Epoch(train) [210][3757/3757] lr: 8.0888e-03 eta: 15:27:31 time: 0.3138 data_time: 0.0161 memory: 9201 grad_norm: 5.3112 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 1.8266 loss: 1.8266 2022/08/16 07:28:23 - mmengine - INFO - Epoch(val) [210][100/310] eta: 0:00:49 time: 0.2352 data_time: 0.1278 memory: 1522 2022/08/16 07:28:44 - mmengine - INFO - Epoch(val) [210][200/310] eta: 0:00:22 time: 0.2023 data_time: 0.0876 memory: 1522 2022/08/16 07:29:05 - mmengine - INFO - Epoch(val) [210][300/310] eta: 0:00:02 time: 0.2087 data_time: 0.1008 memory: 1522 2022/08/16 07:29:10 - mmengine - INFO - Epoch(val) [210][310/310] acc/top1: 0.6175 acc/top5: 0.8407 acc/mean1: 0.6174 2022/08/16 07:29:10 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb/best_acc/top1_epoch_206.pth is removed 2022/08/16 07:29:13 - mmengine - INFO - The best checkpoint with 0.6175 acc/top1 at 211 epoch is saved to best_acc/top1_epoch_211.pth. 2022/08/16 07:29:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 07:29:47 - mmengine - INFO - Epoch(train) [211][100/3757] lr: 7.7573e-03 eta: 15:26:52 time: 0.3289 data_time: 0.0187 memory: 9201 grad_norm: 5.3100 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8796 loss: 1.8796 2022/08/16 07:30:20 - mmengine - INFO - Epoch(train) [211][200/3757] lr: 7.7573e-03 eta: 15:26:20 time: 0.3281 data_time: 0.0172 memory: 9201 grad_norm: 5.2992 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7505 loss: 1.7505 2022/08/16 07:30:54 - mmengine - INFO - Epoch(train) [211][300/3757] lr: 7.7573e-03 eta: 15:25:48 time: 0.3281 data_time: 0.0175 memory: 9201 grad_norm: 5.2553 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.6477 loss: 1.6477 2022/08/16 07:31:27 - mmengine - INFO - Epoch(train) [211][400/3757] lr: 7.7573e-03 eta: 15:25:16 time: 0.3308 data_time: 0.0184 memory: 9201 grad_norm: 5.3879 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7199 loss: 1.7199 2022/08/16 07:32:00 - mmengine - INFO - Epoch(train) [211][500/3757] lr: 7.7573e-03 eta: 15:24:44 time: 0.3280 data_time: 0.0172 memory: 9201 grad_norm: 5.4186 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1603 loss: 2.1603 2022/08/16 07:32:33 - mmengine - INFO - Epoch(train) [211][600/3757] lr: 7.7573e-03 eta: 15:24:12 time: 0.3269 data_time: 0.0169 memory: 9201 grad_norm: 5.1564 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8937 loss: 1.8937 2022/08/16 07:33:07 - mmengine - INFO - Epoch(train) [211][700/3757] lr: 7.7573e-03 eta: 15:23:40 time: 0.3443 data_time: 0.0186 memory: 9201 grad_norm: 5.2247 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8226 loss: 1.8226 2022/08/16 07:33:40 - mmengine - INFO - Epoch(train) [211][800/3757] lr: 7.7573e-03 eta: 15:23:08 time: 0.3280 data_time: 0.0172 memory: 9201 grad_norm: 5.3130 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8149 loss: 1.8149 2022/08/16 07:34:14 - mmengine - INFO - Epoch(train) [211][900/3757] lr: 7.7573e-03 eta: 15:22:36 time: 0.3286 data_time: 0.0172 memory: 9201 grad_norm: 5.3285 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5384 loss: 1.5384 2022/08/16 07:34:48 - mmengine - INFO - Epoch(train) [211][1000/3757] lr: 7.7573e-03 eta: 15:22:04 time: 0.3346 data_time: 0.0177 memory: 9201 grad_norm: 5.3934 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0102 loss: 2.0102 2022/08/16 07:34:58 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 07:35:21 - mmengine - INFO - Epoch(train) [211][1100/3757] lr: 7.7573e-03 eta: 15:21:32 time: 0.3327 data_time: 0.0182 memory: 9201 grad_norm: 5.4316 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 1.7757 loss: 1.7757 2022/08/16 07:35:54 - mmengine - INFO - Epoch(train) [211][1200/3757] lr: 7.7573e-03 eta: 15:21:00 time: 0.3282 data_time: 0.0179 memory: 9201 grad_norm: 5.3438 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0121 loss: 2.0121 2022/08/16 07:36:28 - mmengine - INFO - Epoch(train) [211][1300/3757] lr: 7.7573e-03 eta: 15:20:28 time: 0.3395 data_time: 0.0255 memory: 9201 grad_norm: 5.5029 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9499 loss: 1.9499 2022/08/16 07:37:01 - mmengine - INFO - Epoch(train) [211][1400/3757] lr: 7.7573e-03 eta: 15:19:56 time: 0.3291 data_time: 0.0173 memory: 9201 grad_norm: 5.3869 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.3682 loss: 2.3682 2022/08/16 07:37:34 - mmengine - INFO - Epoch(train) [211][1500/3757] lr: 7.7573e-03 eta: 15:19:24 time: 0.3269 data_time: 0.0174 memory: 9201 grad_norm: 5.1799 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8131 loss: 1.8131 2022/08/16 07:38:07 - mmengine - INFO - Epoch(train) [211][1600/3757] lr: 7.7573e-03 eta: 15:18:52 time: 0.3295 data_time: 0.0172 memory: 9201 grad_norm: 5.3738 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6828 loss: 1.6828 2022/08/16 07:38:40 - mmengine - INFO - Epoch(train) [211][1700/3757] lr: 7.7573e-03 eta: 15:18:20 time: 0.3273 data_time: 0.0170 memory: 9201 grad_norm: 5.4648 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6949 loss: 1.6949 2022/08/16 07:39:14 - mmengine - INFO - Epoch(train) [211][1800/3757] lr: 7.7573e-03 eta: 15:17:48 time: 0.3303 data_time: 0.0177 memory: 9201 grad_norm: 5.3854 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8496 loss: 1.8496 2022/08/16 07:39:47 - mmengine - INFO - Epoch(train) [211][1900/3757] lr: 7.7573e-03 eta: 15:17:16 time: 0.3278 data_time: 0.0166 memory: 9201 grad_norm: 5.6895 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3024 loss: 2.3024 2022/08/16 07:40:20 - mmengine - INFO - Epoch(train) [211][2000/3757] lr: 7.7573e-03 eta: 15:16:44 time: 0.3271 data_time: 0.0160 memory: 9201 grad_norm: 5.3761 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9560 loss: 1.9560 2022/08/16 07:40:30 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 07:40:53 - mmengine - INFO - Epoch(train) [211][2100/3757] lr: 7.7573e-03 eta: 15:16:12 time: 0.3290 data_time: 0.0179 memory: 9201 grad_norm: 5.2352 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8985 loss: 1.8985 2022/08/16 07:41:26 - mmengine - INFO - Epoch(train) [211][2200/3757] lr: 7.7573e-03 eta: 15:15:40 time: 0.3360 data_time: 0.0176 memory: 9201 grad_norm: 5.3402 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4938 loss: 1.4938 2022/08/16 07:42:00 - mmengine - INFO - Epoch(train) [211][2300/3757] lr: 7.7573e-03 eta: 15:15:08 time: 0.3306 data_time: 0.0172 memory: 9201 grad_norm: 5.4662 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8971 loss: 1.8971 2022/08/16 07:42:33 - mmengine - INFO - Epoch(train) [211][2400/3757] lr: 7.7573e-03 eta: 15:14:36 time: 0.3314 data_time: 0.0181 memory: 9201 grad_norm: 5.6195 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1294 loss: 2.1294 2022/08/16 07:43:06 - mmengine - INFO - Epoch(train) [211][2500/3757] lr: 7.7573e-03 eta: 15:14:04 time: 0.3282 data_time: 0.0178 memory: 9201 grad_norm: 5.3616 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0376 loss: 2.0376 2022/08/16 07:43:39 - mmengine - INFO - Epoch(train) [211][2600/3757] lr: 7.7573e-03 eta: 15:13:32 time: 0.3280 data_time: 0.0167 memory: 9201 grad_norm: 5.4989 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.0386 loss: 2.0386 2022/08/16 07:44:12 - mmengine - INFO - Epoch(train) [211][2700/3757] lr: 7.7573e-03 eta: 15:13:00 time: 0.3282 data_time: 0.0179 memory: 9201 grad_norm: 5.1910 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9678 loss: 1.9678 2022/08/16 07:44:46 - mmengine - INFO - Epoch(train) [211][2800/3757] lr: 7.7573e-03 eta: 15:12:28 time: 0.3274 data_time: 0.0180 memory: 9201 grad_norm: 5.4544 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6094 loss: 1.6094 2022/08/16 07:45:19 - mmengine - INFO - Epoch(train) [211][2900/3757] lr: 7.7573e-03 eta: 15:11:55 time: 0.3289 data_time: 0.0178 memory: 9201 grad_norm: 5.6737 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8643 loss: 1.8643 2022/08/16 07:45:52 - mmengine - INFO - Epoch(train) [211][3000/3757] lr: 7.7573e-03 eta: 15:11:23 time: 0.3289 data_time: 0.0172 memory: 9201 grad_norm: 5.5598 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8796 loss: 1.8796 2022/08/16 07:46:02 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 07:46:25 - mmengine - INFO - Epoch(train) [211][3100/3757] lr: 7.7573e-03 eta: 15:10:51 time: 0.3285 data_time: 0.0178 memory: 9201 grad_norm: 5.4810 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0947 loss: 2.0947 2022/08/16 07:46:58 - mmengine - INFO - Epoch(train) [211][3200/3757] lr: 7.7573e-03 eta: 15:10:19 time: 0.3306 data_time: 0.0187 memory: 9201 grad_norm: 5.5222 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8753 loss: 1.8753 2022/08/16 07:47:32 - mmengine - INFO - Epoch(train) [211][3300/3757] lr: 7.7573e-03 eta: 15:09:47 time: 0.3285 data_time: 0.0184 memory: 9201 grad_norm: 5.3954 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7433 loss: 1.7433 2022/08/16 07:48:05 - mmengine - INFO - Epoch(train) [211][3400/3757] lr: 7.7573e-03 eta: 15:09:15 time: 0.3313 data_time: 0.0193 memory: 9201 grad_norm: 5.5348 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9037 loss: 1.9037 2022/08/16 07:48:38 - mmengine - INFO - Epoch(train) [211][3500/3757] lr: 7.7573e-03 eta: 15:08:43 time: 0.3296 data_time: 0.0181 memory: 9201 grad_norm: 5.5268 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2538 loss: 2.2538 2022/08/16 07:49:11 - mmengine - INFO - Epoch(train) [211][3600/3757] lr: 7.7573e-03 eta: 15:08:11 time: 0.3290 data_time: 0.0178 memory: 9201 grad_norm: 5.4146 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5499 loss: 1.5499 2022/08/16 07:49:45 - mmengine - INFO - Epoch(train) [211][3700/3757] lr: 7.7573e-03 eta: 15:07:39 time: 0.3300 data_time: 0.0184 memory: 9201 grad_norm: 5.4120 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0646 loss: 2.0646 2022/08/16 07:50:03 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 07:50:03 - mmengine - INFO - Epoch(train) [211][3757/3757] lr: 7.7573e-03 eta: 15:07:26 time: 0.3131 data_time: 0.0169 memory: 9201 grad_norm: 5.3121 top1_acc: 0.8571 top5_acc: 0.8571 loss_cls: 2.0205 loss: 2.0205 2022/08/16 07:50:39 - mmengine - INFO - Epoch(train) [212][100/3757] lr: 7.4322e-03 eta: 15:06:48 time: 0.3287 data_time: 0.0182 memory: 9201 grad_norm: 5.1445 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9055 loss: 1.9055 2022/08/16 07:51:12 - mmengine - INFO - Epoch(train) [212][200/3757] lr: 7.4322e-03 eta: 15:06:16 time: 0.3270 data_time: 0.0171 memory: 9201 grad_norm: 5.4093 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9061 loss: 1.9061 2022/08/16 07:51:37 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 07:51:46 - mmengine - INFO - Epoch(train) [212][300/3757] lr: 7.4322e-03 eta: 15:05:44 time: 0.3311 data_time: 0.0189 memory: 9201 grad_norm: 5.3083 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6288 loss: 1.6288 2022/08/16 07:52:19 - mmengine - INFO - Epoch(train) [212][400/3757] lr: 7.4322e-03 eta: 15:05:12 time: 0.3288 data_time: 0.0176 memory: 9201 grad_norm: 5.4603 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9508 loss: 1.9508 2022/08/16 07:52:52 - mmengine - INFO - Epoch(train) [212][500/3757] lr: 7.4322e-03 eta: 15:04:40 time: 0.3275 data_time: 0.0166 memory: 9201 grad_norm: 5.1505 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6392 loss: 1.6392 2022/08/16 07:53:26 - mmengine - INFO - Epoch(train) [212][600/3757] lr: 7.4322e-03 eta: 15:04:08 time: 0.3292 data_time: 0.0175 memory: 9201 grad_norm: 5.4522 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7456 loss: 1.7456 2022/08/16 07:53:59 - mmengine - INFO - Epoch(train) [212][700/3757] lr: 7.4322e-03 eta: 15:03:36 time: 0.3263 data_time: 0.0168 memory: 9201 grad_norm: 5.4170 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5909 loss: 1.5909 2022/08/16 07:54:32 - mmengine - INFO - Epoch(train) [212][800/3757] lr: 7.4322e-03 eta: 15:03:04 time: 0.3289 data_time: 0.0179 memory: 9201 grad_norm: 5.4332 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9971 loss: 1.9971 2022/08/16 07:55:05 - mmengine - INFO - Epoch(train) [212][900/3757] lr: 7.4322e-03 eta: 15:02:32 time: 0.3309 data_time: 0.0178 memory: 9201 grad_norm: 5.4784 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6933 loss: 1.6933 2022/08/16 07:55:38 - mmengine - INFO - Epoch(train) [212][1000/3757] lr: 7.4322e-03 eta: 15:02:00 time: 0.3286 data_time: 0.0173 memory: 9201 grad_norm: 5.3001 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7840 loss: 1.7840 2022/08/16 07:56:11 - mmengine - INFO - Epoch(train) [212][1100/3757] lr: 7.4322e-03 eta: 15:01:28 time: 0.3281 data_time: 0.0182 memory: 9201 grad_norm: 5.4261 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9409 loss: 1.9409 2022/08/16 07:56:45 - mmengine - INFO - Epoch(train) [212][1200/3757] lr: 7.4322e-03 eta: 15:00:56 time: 0.3304 data_time: 0.0184 memory: 9201 grad_norm: 5.5347 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0103 loss: 2.0103 2022/08/16 07:57:09 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 07:57:18 - mmengine - INFO - Epoch(train) [212][1300/3757] lr: 7.4322e-03 eta: 15:00:24 time: 0.3309 data_time: 0.0178 memory: 9201 grad_norm: 5.2817 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9323 loss: 1.9323 2022/08/16 07:57:51 - mmengine - INFO - Epoch(train) [212][1400/3757] lr: 7.4322e-03 eta: 14:59:52 time: 0.3280 data_time: 0.0170 memory: 9201 grad_norm: 5.5027 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9058 loss: 1.9058 2022/08/16 07:58:24 - mmengine - INFO - Epoch(train) [212][1500/3757] lr: 7.4322e-03 eta: 14:59:20 time: 0.3293 data_time: 0.0182 memory: 9201 grad_norm: 5.4074 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.7253 loss: 1.7253 2022/08/16 07:58:57 - mmengine - INFO - Epoch(train) [212][1600/3757] lr: 7.4322e-03 eta: 14:58:48 time: 0.3288 data_time: 0.0188 memory: 9201 grad_norm: 5.4318 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8528 loss: 1.8528 2022/08/16 07:59:31 - mmengine - INFO - Epoch(train) [212][1700/3757] lr: 7.4322e-03 eta: 14:58:16 time: 0.3278 data_time: 0.0168 memory: 9201 grad_norm: 5.6399 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0651 loss: 2.0651 2022/08/16 08:00:04 - mmengine - INFO - Epoch(train) [212][1800/3757] lr: 7.4322e-03 eta: 14:57:44 time: 0.3284 data_time: 0.0172 memory: 9201 grad_norm: 5.5253 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9371 loss: 1.9371 2022/08/16 08:00:37 - mmengine - INFO - Epoch(train) [212][1900/3757] lr: 7.4322e-03 eta: 14:57:12 time: 0.3298 data_time: 0.0178 memory: 9201 grad_norm: 5.2923 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7593 loss: 1.7593 2022/08/16 08:01:10 - mmengine - INFO - Epoch(train) [212][2000/3757] lr: 7.4322e-03 eta: 14:56:40 time: 0.3285 data_time: 0.0207 memory: 9201 grad_norm: 5.6330 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8099 loss: 1.8099 2022/08/16 08:01:43 - mmengine - INFO - Epoch(train) [212][2100/3757] lr: 7.4322e-03 eta: 14:56:07 time: 0.3300 data_time: 0.0180 memory: 9201 grad_norm: 5.4786 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7772 loss: 1.7772 2022/08/16 08:02:17 - mmengine - INFO - Epoch(train) [212][2200/3757] lr: 7.4322e-03 eta: 14:55:35 time: 0.3310 data_time: 0.0187 memory: 9201 grad_norm: 5.5461 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8024 loss: 1.8024 2022/08/16 08:02:41 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 08:02:50 - mmengine - INFO - Epoch(train) [212][2300/3757] lr: 7.4322e-03 eta: 14:55:03 time: 0.3320 data_time: 0.0168 memory: 9201 grad_norm: 5.4107 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9234 loss: 1.9234 2022/08/16 08:03:23 - mmengine - INFO - Epoch(train) [212][2400/3757] lr: 7.4322e-03 eta: 14:54:31 time: 0.3274 data_time: 0.0174 memory: 9201 grad_norm: 5.3872 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8247 loss: 1.8247 2022/08/16 08:03:56 - mmengine - INFO - Epoch(train) [212][2500/3757] lr: 7.4322e-03 eta: 14:53:59 time: 0.3328 data_time: 0.0178 memory: 9201 grad_norm: 5.7282 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9863 loss: 1.9863 2022/08/16 08:04:30 - mmengine - INFO - Epoch(train) [212][2600/3757] lr: 7.4322e-03 eta: 14:53:27 time: 0.3271 data_time: 0.0177 memory: 9201 grad_norm: 5.3508 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7819 loss: 1.7819 2022/08/16 08:05:03 - mmengine - INFO - Epoch(train) [212][2700/3757] lr: 7.4322e-03 eta: 14:52:55 time: 0.3294 data_time: 0.0177 memory: 9201 grad_norm: 5.3311 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8155 loss: 1.8155 2022/08/16 08:05:36 - mmengine - INFO - Epoch(train) [212][2800/3757] lr: 7.4322e-03 eta: 14:52:23 time: 0.3291 data_time: 0.0173 memory: 9201 grad_norm: 5.5769 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.7306 loss: 1.7306 2022/08/16 08:06:09 - mmengine - INFO - Epoch(train) [212][2900/3757] lr: 7.4322e-03 eta: 14:51:51 time: 0.3304 data_time: 0.0176 memory: 9201 grad_norm: 5.6011 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7165 loss: 1.7165 2022/08/16 08:06:42 - mmengine - INFO - Epoch(train) [212][3000/3757] lr: 7.4322e-03 eta: 14:51:19 time: 0.3277 data_time: 0.0173 memory: 9201 grad_norm: 5.5088 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8912 loss: 1.8912 2022/08/16 08:07:16 - mmengine - INFO - Epoch(train) [212][3100/3757] lr: 7.4322e-03 eta: 14:50:47 time: 0.3343 data_time: 0.0178 memory: 9201 grad_norm: 5.5142 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7959 loss: 1.7959 2022/08/16 08:07:49 - mmengine - INFO - Epoch(train) [212][3200/3757] lr: 7.4322e-03 eta: 14:50:15 time: 0.3294 data_time: 0.0185 memory: 9201 grad_norm: 5.4647 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9303 loss: 1.9303 2022/08/16 08:08:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 08:08:22 - mmengine - INFO - Epoch(train) [212][3300/3757] lr: 7.4322e-03 eta: 14:49:43 time: 0.3278 data_time: 0.0173 memory: 9201 grad_norm: 5.2917 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5153 loss: 1.5153 2022/08/16 08:08:56 - mmengine - INFO - Epoch(train) [212][3400/3757] lr: 7.4322e-03 eta: 14:49:11 time: 0.3325 data_time: 0.0173 memory: 9201 grad_norm: 5.5772 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9767 loss: 1.9767 2022/08/16 08:09:29 - mmengine - INFO - Epoch(train) [212][3500/3757] lr: 7.4322e-03 eta: 14:48:39 time: 0.3319 data_time: 0.0206 memory: 9201 grad_norm: 5.5798 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7686 loss: 1.7686 2022/08/16 08:10:02 - mmengine - INFO - Epoch(train) [212][3600/3757] lr: 7.4322e-03 eta: 14:48:07 time: 0.3276 data_time: 0.0174 memory: 9201 grad_norm: 5.3727 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8007 loss: 1.8007 2022/08/16 08:10:36 - mmengine - INFO - Epoch(train) [212][3700/3757] lr: 7.4322e-03 eta: 14:47:35 time: 0.3327 data_time: 0.0202 memory: 9201 grad_norm: 5.2389 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7217 loss: 1.7217 2022/08/16 08:10:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 08:10:54 - mmengine - INFO - Epoch(train) [212][3757/3757] lr: 7.4322e-03 eta: 14:47:22 time: 0.3127 data_time: 0.0170 memory: 9201 grad_norm: 5.5490 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 1.7246 loss: 1.7246 2022/08/16 08:10:54 - mmengine - INFO - Saving checkpoint at 212 epochs 2022/08/16 08:11:33 - mmengine - INFO - Epoch(train) [213][100/3757] lr: 7.1136e-03 eta: 14:46:44 time: 0.3284 data_time: 0.0171 memory: 9201 grad_norm: 5.4570 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7505 loss: 1.7505 2022/08/16 08:12:06 - mmengine - INFO - Epoch(train) [213][200/3757] lr: 7.1136e-03 eta: 14:46:12 time: 0.3313 data_time: 0.0207 memory: 9201 grad_norm: 5.3580 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0208 loss: 2.0208 2022/08/16 08:12:39 - mmengine - INFO - Epoch(train) [213][300/3757] lr: 7.1136e-03 eta: 14:45:40 time: 0.3287 data_time: 0.0173 memory: 9201 grad_norm: 5.2563 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7467 loss: 1.7467 2022/08/16 08:13:12 - mmengine - INFO - Epoch(train) [213][400/3757] lr: 7.1136e-03 eta: 14:45:08 time: 0.3290 data_time: 0.0177 memory: 9201 grad_norm: 5.5225 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.7621 loss: 1.7621 2022/08/16 08:13:45 - mmengine - INFO - Epoch(train) [213][500/3757] lr: 7.1136e-03 eta: 14:44:35 time: 0.3292 data_time: 0.0179 memory: 9201 grad_norm: 5.4574 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6196 loss: 1.6196 2022/08/16 08:13:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 08:14:19 - mmengine - INFO - Epoch(train) [213][600/3757] lr: 7.1136e-03 eta: 14:44:03 time: 0.3268 data_time: 0.0170 memory: 9201 grad_norm: 5.4884 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7941 loss: 1.7941 2022/08/16 08:14:52 - mmengine - INFO - Epoch(train) [213][700/3757] lr: 7.1136e-03 eta: 14:43:31 time: 0.3305 data_time: 0.0180 memory: 9201 grad_norm: 5.4653 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8136 loss: 1.8136 2022/08/16 08:15:25 - mmengine - INFO - Epoch(train) [213][800/3757] lr: 7.1136e-03 eta: 14:42:59 time: 0.3281 data_time: 0.0180 memory: 9201 grad_norm: 5.4290 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8753 loss: 1.8753 2022/08/16 08:15:59 - mmengine - INFO - Epoch(train) [213][900/3757] lr: 7.1136e-03 eta: 14:42:27 time: 0.3282 data_time: 0.0174 memory: 9201 grad_norm: 5.4437 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8708 loss: 1.8708 2022/08/16 08:16:32 - mmengine - INFO - Epoch(train) [213][1000/3757] lr: 7.1136e-03 eta: 14:41:55 time: 0.3292 data_time: 0.0176 memory: 9201 grad_norm: 5.5762 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1221 loss: 2.1221 2022/08/16 08:17:05 - mmengine - INFO - Epoch(train) [213][1100/3757] lr: 7.1136e-03 eta: 14:41:23 time: 0.3309 data_time: 0.0170 memory: 9201 grad_norm: 5.3066 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9153 loss: 1.9153 2022/08/16 08:17:38 - mmengine - INFO - Epoch(train) [213][1200/3757] lr: 7.1136e-03 eta: 14:40:51 time: 0.3297 data_time: 0.0177 memory: 9201 grad_norm: 5.5195 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.5945 loss: 1.5945 2022/08/16 08:18:11 - mmengine - INFO - Epoch(train) [213][1300/3757] lr: 7.1136e-03 eta: 14:40:19 time: 0.3316 data_time: 0.0185 memory: 9201 grad_norm: 5.5039 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9396 loss: 1.9396 2022/08/16 08:18:45 - mmengine - INFO - Epoch(train) [213][1400/3757] lr: 7.1136e-03 eta: 14:39:47 time: 0.3297 data_time: 0.0174 memory: 9201 grad_norm: 5.6627 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9370 loss: 1.9370 2022/08/16 08:19:18 - mmengine - INFO - Epoch(train) [213][1500/3757] lr: 7.1136e-03 eta: 14:39:15 time: 0.3285 data_time: 0.0170 memory: 9201 grad_norm: 5.7770 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7093 loss: 1.7093 2022/08/16 08:19:23 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 08:19:51 - mmengine - INFO - Epoch(train) [213][1600/3757] lr: 7.1136e-03 eta: 14:38:43 time: 0.3295 data_time: 0.0167 memory: 9201 grad_norm: 5.3782 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8408 loss: 1.8408 2022/08/16 08:20:24 - mmengine - INFO - Epoch(train) [213][1700/3757] lr: 7.1136e-03 eta: 14:38:11 time: 0.3279 data_time: 0.0180 memory: 9201 grad_norm: 5.6449 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9160 loss: 1.9160 2022/08/16 08:20:58 - mmengine - INFO - Epoch(train) [213][1800/3757] lr: 7.1136e-03 eta: 14:37:39 time: 0.3276 data_time: 0.0178 memory: 9201 grad_norm: 5.7422 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1417 loss: 2.1417 2022/08/16 08:21:31 - mmengine - INFO - Epoch(train) [213][1900/3757] lr: 7.1136e-03 eta: 14:37:07 time: 0.3300 data_time: 0.0177 memory: 9201 grad_norm: 5.5584 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8249 loss: 1.8249 2022/08/16 08:22:04 - mmengine - INFO - Epoch(train) [213][2000/3757] lr: 7.1136e-03 eta: 14:36:35 time: 0.3290 data_time: 0.0168 memory: 9201 grad_norm: 5.6620 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0521 loss: 2.0521 2022/08/16 08:22:37 - mmengine - INFO - Epoch(train) [213][2100/3757] lr: 7.1136e-03 eta: 14:36:03 time: 0.3286 data_time: 0.0182 memory: 9201 grad_norm: 5.4431 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8360 loss: 1.8360 2022/08/16 08:23:10 - mmengine - INFO - Epoch(train) [213][2200/3757] lr: 7.1136e-03 eta: 14:35:31 time: 0.3311 data_time: 0.0187 memory: 9201 grad_norm: 5.4569 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7448 loss: 1.7448 2022/08/16 08:23:43 - mmengine - INFO - Epoch(train) [213][2300/3757] lr: 7.1136e-03 eta: 14:34:59 time: 0.3286 data_time: 0.0168 memory: 9201 grad_norm: 5.3673 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9437 loss: 1.9437 2022/08/16 08:24:17 - mmengine - INFO - Epoch(train) [213][2400/3757] lr: 7.1136e-03 eta: 14:34:27 time: 0.3287 data_time: 0.0173 memory: 9201 grad_norm: 5.6311 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1302 loss: 2.1302 2022/08/16 08:24:50 - mmengine - INFO - Epoch(train) [213][2500/3757] lr: 7.1136e-03 eta: 14:33:55 time: 0.3321 data_time: 0.0172 memory: 9201 grad_norm: 5.6529 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2360 loss: 2.2360 2022/08/16 08:24:55 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 08:25:23 - mmengine - INFO - Epoch(train) [213][2600/3757] lr: 7.1136e-03 eta: 14:33:23 time: 0.3282 data_time: 0.0178 memory: 9201 grad_norm: 5.3891 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9781 loss: 1.9781 2022/08/16 08:25:56 - mmengine - INFO - Epoch(train) [213][2700/3757] lr: 7.1136e-03 eta: 14:32:50 time: 0.3281 data_time: 0.0176 memory: 9201 grad_norm: 5.4628 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8260 loss: 1.8260 2022/08/16 08:26:30 - mmengine - INFO - Epoch(train) [213][2800/3757] lr: 7.1136e-03 eta: 14:32:18 time: 0.3357 data_time: 0.0177 memory: 9201 grad_norm: 5.5638 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8906 loss: 1.8906 2022/08/16 08:27:03 - mmengine - INFO - Epoch(train) [213][2900/3757] lr: 7.1136e-03 eta: 14:31:46 time: 0.3293 data_time: 0.0172 memory: 9201 grad_norm: 5.6611 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2627 loss: 2.2627 2022/08/16 08:27:36 - mmengine - INFO - Epoch(train) [213][3000/3757] lr: 7.1136e-03 eta: 14:31:14 time: 0.3318 data_time: 0.0188 memory: 9201 grad_norm: 5.4734 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6398 loss: 1.6398 2022/08/16 08:28:10 - mmengine - INFO - Epoch(train) [213][3100/3757] lr: 7.1136e-03 eta: 14:30:42 time: 0.3296 data_time: 0.0179 memory: 9201 grad_norm: 5.4104 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9859 loss: 1.9859 2022/08/16 08:28:43 - mmengine - INFO - Epoch(train) [213][3200/3757] lr: 7.1136e-03 eta: 14:30:10 time: 0.3277 data_time: 0.0178 memory: 9201 grad_norm: 5.6524 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8777 loss: 1.8777 2022/08/16 08:29:16 - mmengine - INFO - Epoch(train) [213][3300/3757] lr: 7.1136e-03 eta: 14:29:38 time: 0.3295 data_time: 0.0176 memory: 9201 grad_norm: 5.4339 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.7103 loss: 1.7103 2022/08/16 08:29:49 - mmengine - INFO - Epoch(train) [213][3400/3757] lr: 7.1136e-03 eta: 14:29:06 time: 0.3296 data_time: 0.0180 memory: 9201 grad_norm: 5.5487 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8939 loss: 1.8939 2022/08/16 08:30:23 - mmengine - INFO - Epoch(train) [213][3500/3757] lr: 7.1136e-03 eta: 14:28:34 time: 0.3297 data_time: 0.0182 memory: 9201 grad_norm: 5.6183 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9507 loss: 1.9507 2022/08/16 08:30:28 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 08:30:56 - mmengine - INFO - Epoch(train) [213][3600/3757] lr: 7.1136e-03 eta: 14:28:02 time: 0.3263 data_time: 0.0174 memory: 9201 grad_norm: 5.5696 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8621 loss: 1.8621 2022/08/16 08:31:29 - mmengine - INFO - Epoch(train) [213][3700/3757] lr: 7.1136e-03 eta: 14:27:30 time: 0.3318 data_time: 0.0179 memory: 9201 grad_norm: 5.4550 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7945 loss: 1.7945 2022/08/16 08:31:48 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 08:31:48 - mmengine - INFO - Epoch(train) [213][3757/3757] lr: 7.1136e-03 eta: 14:27:17 time: 0.3121 data_time: 0.0148 memory: 9201 grad_norm: 5.7258 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 1.8875 loss: 1.8875 2022/08/16 08:32:23 - mmengine - INFO - Epoch(train) [214][100/3757] lr: 6.8014e-03 eta: 14:26:39 time: 0.3304 data_time: 0.0184 memory: 9201 grad_norm: 5.4332 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7175 loss: 1.7175 2022/08/16 08:32:56 - mmengine - INFO - Epoch(train) [214][200/3757] lr: 6.8014e-03 eta: 14:26:07 time: 0.3260 data_time: 0.0167 memory: 9201 grad_norm: 5.6213 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6659 loss: 1.6659 2022/08/16 08:33:29 - mmengine - INFO - Epoch(train) [214][300/3757] lr: 6.8014e-03 eta: 14:25:35 time: 0.3288 data_time: 0.0170 memory: 9201 grad_norm: 5.7004 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0555 loss: 2.0555 2022/08/16 08:34:02 - mmengine - INFO - Epoch(train) [214][400/3757] lr: 6.8014e-03 eta: 14:25:03 time: 0.3292 data_time: 0.0167 memory: 9201 grad_norm: 5.5554 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6347 loss: 1.6347 2022/08/16 08:34:36 - mmengine - INFO - Epoch(train) [214][500/3757] lr: 6.8014e-03 eta: 14:24:31 time: 0.3271 data_time: 0.0163 memory: 9201 grad_norm: 5.6623 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.7743 loss: 1.7743 2022/08/16 08:35:09 - mmengine - INFO - Epoch(train) [214][600/3757] lr: 6.8014e-03 eta: 14:23:59 time: 0.3305 data_time: 0.0190 memory: 9201 grad_norm: 5.5300 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8097 loss: 1.8097 2022/08/16 08:35:42 - mmengine - INFO - Epoch(train) [214][700/3757] lr: 6.8014e-03 eta: 14:23:27 time: 0.3298 data_time: 0.0181 memory: 9201 grad_norm: 5.5659 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9347 loss: 1.9347 2022/08/16 08:36:02 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 08:36:15 - mmengine - INFO - Epoch(train) [214][800/3757] lr: 6.8014e-03 eta: 14:22:55 time: 0.3282 data_time: 0.0176 memory: 9201 grad_norm: 5.3869 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6340 loss: 1.6340 2022/08/16 08:36:49 - mmengine - INFO - Epoch(train) [214][900/3757] lr: 6.8014e-03 eta: 14:22:23 time: 0.3309 data_time: 0.0167 memory: 9201 grad_norm: 5.4938 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9326 loss: 1.9326 2022/08/16 08:37:22 - mmengine - INFO - Epoch(train) [214][1000/3757] lr: 6.8014e-03 eta: 14:21:50 time: 0.3293 data_time: 0.0176 memory: 9201 grad_norm: 5.6970 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7089 loss: 1.7089 2022/08/16 08:37:55 - mmengine - INFO - Epoch(train) [214][1100/3757] lr: 6.8014e-03 eta: 14:21:18 time: 0.3279 data_time: 0.0166 memory: 9201 grad_norm: 5.4971 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7613 loss: 1.7613 2022/08/16 08:38:28 - mmengine - INFO - Epoch(train) [214][1200/3757] lr: 6.8014e-03 eta: 14:20:46 time: 0.3291 data_time: 0.0179 memory: 9201 grad_norm: 5.6448 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0447 loss: 2.0447 2022/08/16 08:39:02 - mmengine - INFO - Epoch(train) [214][1300/3757] lr: 6.8014e-03 eta: 14:20:14 time: 0.3287 data_time: 0.0174 memory: 9201 grad_norm: 5.6476 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0530 loss: 2.0530 2022/08/16 08:39:35 - mmengine - INFO - Epoch(train) [214][1400/3757] lr: 6.8014e-03 eta: 14:19:42 time: 0.3288 data_time: 0.0178 memory: 9201 grad_norm: 5.5806 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1318 loss: 2.1318 2022/08/16 08:40:08 - mmengine - INFO - Epoch(train) [214][1500/3757] lr: 6.8014e-03 eta: 14:19:10 time: 0.3304 data_time: 0.0167 memory: 9201 grad_norm: 5.6045 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7652 loss: 1.7652 2022/08/16 08:40:41 - mmengine - INFO - Epoch(train) [214][1600/3757] lr: 6.8014e-03 eta: 14:18:38 time: 0.3288 data_time: 0.0172 memory: 9201 grad_norm: 5.5032 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1326 loss: 2.1326 2022/08/16 08:41:14 - mmengine - INFO - Epoch(train) [214][1700/3757] lr: 6.8014e-03 eta: 14:18:06 time: 0.3284 data_time: 0.0167 memory: 9201 grad_norm: 5.4497 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8807 loss: 1.8807 2022/08/16 08:41:34 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 08:41:48 - mmengine - INFO - Epoch(train) [214][1800/3757] lr: 6.8014e-03 eta: 14:17:34 time: 0.3331 data_time: 0.0185 memory: 9201 grad_norm: 5.8524 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6662 loss: 1.6662 2022/08/16 08:42:21 - mmengine - INFO - Epoch(train) [214][1900/3757] lr: 6.8014e-03 eta: 14:17:02 time: 0.3322 data_time: 0.0179 memory: 9201 grad_norm: 5.4291 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0834 loss: 2.0834 2022/08/16 08:42:54 - mmengine - INFO - Epoch(train) [214][2000/3757] lr: 6.8014e-03 eta: 14:16:30 time: 0.3290 data_time: 0.0172 memory: 9201 grad_norm: 5.6502 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7824 loss: 1.7824 2022/08/16 08:43:27 - mmengine - INFO - Epoch(train) [214][2100/3757] lr: 6.8014e-03 eta: 14:15:58 time: 0.3288 data_time: 0.0172 memory: 9201 grad_norm: 5.6604 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9709 loss: 1.9709 2022/08/16 08:44:01 - mmengine - INFO - Epoch(train) [214][2200/3757] lr: 6.8014e-03 eta: 14:15:26 time: 0.3317 data_time: 0.0174 memory: 9201 grad_norm: 5.4560 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.8094 loss: 1.8094 2022/08/16 08:44:34 - mmengine - INFO - Epoch(train) [214][2300/3757] lr: 6.8014e-03 eta: 14:14:54 time: 0.3277 data_time: 0.0172 memory: 9201 grad_norm: 5.5903 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7099 loss: 1.7099 2022/08/16 08:45:07 - mmengine - INFO - Epoch(train) [214][2400/3757] lr: 6.8014e-03 eta: 14:14:22 time: 0.3271 data_time: 0.0166 memory: 9201 grad_norm: 5.4943 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7163 loss: 1.7163 2022/08/16 08:45:41 - mmengine - INFO - Epoch(train) [214][2500/3757] lr: 6.8014e-03 eta: 14:13:50 time: 0.3312 data_time: 0.0192 memory: 9201 grad_norm: 5.5851 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7474 loss: 1.7474 2022/08/16 08:46:14 - mmengine - INFO - Epoch(train) [214][2600/3757] lr: 6.8014e-03 eta: 14:13:18 time: 0.3282 data_time: 0.0182 memory: 9201 grad_norm: 5.5967 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7094 loss: 1.7094 2022/08/16 08:46:47 - mmengine - INFO - Epoch(train) [214][2700/3757] lr: 6.8014e-03 eta: 14:12:46 time: 0.3278 data_time: 0.0172 memory: 9201 grad_norm: 5.6305 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8360 loss: 1.8360 2022/08/16 08:47:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 08:47:20 - mmengine - INFO - Epoch(train) [214][2800/3757] lr: 6.8014e-03 eta: 14:12:14 time: 0.3287 data_time: 0.0171 memory: 9201 grad_norm: 5.7890 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7997 loss: 1.7997 2022/08/16 08:47:54 - mmengine - INFO - Epoch(train) [214][2900/3757] lr: 6.8014e-03 eta: 14:11:42 time: 0.3289 data_time: 0.0187 memory: 9201 grad_norm: 5.5724 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0087 loss: 2.0087 2022/08/16 08:48:27 - mmengine - INFO - Epoch(train) [214][3000/3757] lr: 6.8014e-03 eta: 14:11:09 time: 0.3267 data_time: 0.0173 memory: 9201 grad_norm: 5.6723 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8416 loss: 1.8416 2022/08/16 08:49:00 - mmengine - INFO - Epoch(train) [214][3100/3757] lr: 6.8014e-03 eta: 14:10:37 time: 0.3299 data_time: 0.0180 memory: 9201 grad_norm: 5.4613 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9589 loss: 1.9589 2022/08/16 08:49:34 - mmengine - INFO - Epoch(train) [214][3200/3757] lr: 6.8014e-03 eta: 14:10:05 time: 0.3309 data_time: 0.0179 memory: 9201 grad_norm: 5.7424 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0435 loss: 2.0435 2022/08/16 08:50:07 - mmengine - INFO - Epoch(train) [214][3300/3757] lr: 6.8014e-03 eta: 14:09:33 time: 0.3278 data_time: 0.0177 memory: 9201 grad_norm: 5.6036 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9563 loss: 1.9563 2022/08/16 08:50:40 - mmengine - INFO - Epoch(train) [214][3400/3757] lr: 6.8014e-03 eta: 14:09:01 time: 0.3308 data_time: 0.0176 memory: 9201 grad_norm: 5.5289 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9979 loss: 1.9979 2022/08/16 08:51:13 - mmengine - INFO - Epoch(train) [214][3500/3757] lr: 6.8014e-03 eta: 14:08:29 time: 0.3291 data_time: 0.0163 memory: 9201 grad_norm: 5.5563 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 1.8292 loss: 1.8292 2022/08/16 08:51:46 - mmengine - INFO - Epoch(train) [214][3600/3757] lr: 6.8014e-03 eta: 14:07:57 time: 0.3294 data_time: 0.0188 memory: 9201 grad_norm: 5.4627 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5826 loss: 1.5826 2022/08/16 08:52:20 - mmengine - INFO - Epoch(train) [214][3700/3757] lr: 6.8014e-03 eta: 14:07:25 time: 0.3290 data_time: 0.0169 memory: 9201 grad_norm: 5.6876 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8515 loss: 1.8515 2022/08/16 08:52:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 08:52:38 - mmengine - INFO - Epoch(train) [214][3757/3757] lr: 6.8014e-03 eta: 14:07:12 time: 0.3128 data_time: 0.0168 memory: 9201 grad_norm: 5.8679 top1_acc: 0.2857 top5_acc: 0.7143 loss_cls: 2.0124 loss: 2.0124 2022/08/16 08:52:41 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 08:53:14 - mmengine - INFO - Epoch(train) [215][100/3757] lr: 6.4957e-03 eta: 14:06:34 time: 0.3296 data_time: 0.0179 memory: 9201 grad_norm: 5.6397 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7505 loss: 1.7505 2022/08/16 08:53:47 - mmengine - INFO - Epoch(train) [215][200/3757] lr: 6.4957e-03 eta: 14:06:02 time: 0.3282 data_time: 0.0172 memory: 9201 grad_norm: 5.5181 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7929 loss: 1.7929 2022/08/16 08:54:21 - mmengine - INFO - Epoch(train) [215][300/3757] lr: 6.4957e-03 eta: 14:05:30 time: 0.3345 data_time: 0.0190 memory: 9201 grad_norm: 5.5896 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 1.8294 loss: 1.8294 2022/08/16 08:54:54 - mmengine - INFO - Epoch(train) [215][400/3757] lr: 6.4957e-03 eta: 14:04:58 time: 0.3289 data_time: 0.0165 memory: 9201 grad_norm: 5.6223 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3700 loss: 1.3700 2022/08/16 08:55:27 - mmengine - INFO - Epoch(train) [215][500/3757] lr: 6.4957e-03 eta: 14:04:26 time: 0.3274 data_time: 0.0170 memory: 9201 grad_norm: 5.6798 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7868 loss: 1.7868 2022/08/16 08:56:00 - mmengine - INFO - Epoch(train) [215][600/3757] lr: 6.4957e-03 eta: 14:03:54 time: 0.3287 data_time: 0.0183 memory: 9201 grad_norm: 5.4593 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9749 loss: 1.9749 2022/08/16 08:56:33 - mmengine - INFO - Epoch(train) [215][700/3757] lr: 6.4957e-03 eta: 14:03:22 time: 0.3296 data_time: 0.0176 memory: 9201 grad_norm: 5.6421 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9305 loss: 1.9305 2022/08/16 08:57:07 - mmengine - INFO - Epoch(train) [215][800/3757] lr: 6.4957e-03 eta: 14:02:50 time: 0.3292 data_time: 0.0167 memory: 9201 grad_norm: 5.6112 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 1.8003 loss: 1.8003 2022/08/16 08:57:40 - mmengine - INFO - Epoch(train) [215][900/3757] lr: 6.4957e-03 eta: 14:02:18 time: 0.3289 data_time: 0.0176 memory: 9201 grad_norm: 5.6612 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7088 loss: 1.7088 2022/08/16 08:58:13 - mmengine - INFO - Epoch(train) [215][1000/3757] lr: 6.4957e-03 eta: 14:01:46 time: 0.3288 data_time: 0.0176 memory: 9201 grad_norm: 5.5956 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7165 loss: 1.7165 2022/08/16 08:58:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 08:58:46 - mmengine - INFO - Epoch(train) [215][1100/3757] lr: 6.4957e-03 eta: 14:01:14 time: 0.3319 data_time: 0.0189 memory: 9201 grad_norm: 5.8118 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0079 loss: 2.0079 2022/08/16 08:59:20 - mmengine - INFO - Epoch(train) [215][1200/3757] lr: 6.4957e-03 eta: 14:00:41 time: 0.3297 data_time: 0.0165 memory: 9201 grad_norm: 5.7596 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7557 loss: 1.7557 2022/08/16 08:59:53 - mmengine - INFO - Epoch(train) [215][1300/3757] lr: 6.4957e-03 eta: 14:00:09 time: 0.3306 data_time: 0.0179 memory: 9201 grad_norm: 5.6417 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7880 loss: 1.7880 2022/08/16 09:00:26 - mmengine - INFO - Epoch(train) [215][1400/3757] lr: 6.4957e-03 eta: 13:59:37 time: 0.3306 data_time: 0.0176 memory: 9201 grad_norm: 5.6363 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6840 loss: 1.6840 2022/08/16 09:00:59 - mmengine - INFO - Epoch(train) [215][1500/3757] lr: 6.4957e-03 eta: 13:59:05 time: 0.3302 data_time: 0.0175 memory: 9201 grad_norm: 5.3854 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8533 loss: 1.8533 2022/08/16 09:01:32 - mmengine - INFO - Epoch(train) [215][1600/3757] lr: 6.4957e-03 eta: 13:58:33 time: 0.3273 data_time: 0.0169 memory: 9201 grad_norm: 5.5963 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1736 loss: 2.1736 2022/08/16 09:02:06 - mmengine - INFO - Epoch(train) [215][1700/3757] lr: 6.4957e-03 eta: 13:58:01 time: 0.3317 data_time: 0.0185 memory: 9201 grad_norm: 5.7736 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0990 loss: 2.0990 2022/08/16 09:02:39 - mmengine - INFO - Epoch(train) [215][1800/3757] lr: 6.4957e-03 eta: 13:57:29 time: 0.3278 data_time: 0.0176 memory: 9201 grad_norm: 5.6505 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6658 loss: 1.6658 2022/08/16 09:03:12 - mmengine - INFO - Epoch(train) [215][1900/3757] lr: 6.4957e-03 eta: 13:56:57 time: 0.3302 data_time: 0.0181 memory: 9201 grad_norm: 5.4868 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8579 loss: 1.8579 2022/08/16 09:03:45 - mmengine - INFO - Epoch(train) [215][2000/3757] lr: 6.4957e-03 eta: 13:56:25 time: 0.3296 data_time: 0.0181 memory: 9201 grad_norm: 5.6862 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9421 loss: 1.9421 2022/08/16 09:03:46 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 09:04:19 - mmengine - INFO - Epoch(train) [215][2100/3757] lr: 6.4957e-03 eta: 13:55:53 time: 0.3289 data_time: 0.0182 memory: 9201 grad_norm: 5.8257 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8853 loss: 1.8853 2022/08/16 09:04:52 - mmengine - INFO - Epoch(train) [215][2200/3757] lr: 6.4957e-03 eta: 13:55:21 time: 0.3298 data_time: 0.0184 memory: 9201 grad_norm: 5.8436 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9855 loss: 1.9855 2022/08/16 09:05:25 - mmengine - INFO - Epoch(train) [215][2300/3757] lr: 6.4957e-03 eta: 13:54:49 time: 0.3288 data_time: 0.0184 memory: 9201 grad_norm: 5.8794 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3859 loss: 1.3859 2022/08/16 09:05:58 - mmengine - INFO - Epoch(train) [215][2400/3757] lr: 6.4957e-03 eta: 13:54:17 time: 0.3280 data_time: 0.0182 memory: 9201 grad_norm: 5.6546 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8249 loss: 1.8249 2022/08/16 09:06:32 - mmengine - INFO - Epoch(train) [215][2500/3757] lr: 6.4957e-03 eta: 13:53:45 time: 0.3313 data_time: 0.0184 memory: 9201 grad_norm: 5.8295 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7450 loss: 1.7450 2022/08/16 09:07:05 - mmengine - INFO - Epoch(train) [215][2600/3757] lr: 6.4957e-03 eta: 13:53:13 time: 0.3301 data_time: 0.0179 memory: 9201 grad_norm: 5.5394 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9630 loss: 1.9630 2022/08/16 09:07:38 - mmengine - INFO - Epoch(train) [215][2700/3757] lr: 6.4957e-03 eta: 13:52:41 time: 0.3287 data_time: 0.0168 memory: 9201 grad_norm: 5.7757 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0936 loss: 2.0936 2022/08/16 09:08:11 - mmengine - INFO - Epoch(train) [215][2800/3757] lr: 6.4957e-03 eta: 13:52:08 time: 0.3320 data_time: 0.0188 memory: 9201 grad_norm: 5.7348 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7308 loss: 1.7308 2022/08/16 09:08:45 - mmengine - INFO - Epoch(train) [215][2900/3757] lr: 6.4957e-03 eta: 13:51:36 time: 0.3319 data_time: 0.0178 memory: 9201 grad_norm: 5.6160 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8364 loss: 1.8364 2022/08/16 09:09:18 - mmengine - INFO - Epoch(train) [215][3000/3757] lr: 6.4957e-03 eta: 13:51:04 time: 0.3273 data_time: 0.0163 memory: 9201 grad_norm: 5.6449 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0518 loss: 2.0518 2022/08/16 09:09:18 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 09:09:51 - mmengine - INFO - Epoch(train) [215][3100/3757] lr: 6.4957e-03 eta: 13:50:32 time: 0.3354 data_time: 0.0187 memory: 9201 grad_norm: 5.5413 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7075 loss: 1.7075 2022/08/16 09:10:24 - mmengine - INFO - Epoch(train) [215][3200/3757] lr: 6.4957e-03 eta: 13:50:00 time: 0.3280 data_time: 0.0174 memory: 9201 grad_norm: 5.6163 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7679 loss: 1.7679 2022/08/16 09:10:57 - mmengine - INFO - Epoch(train) [215][3300/3757] lr: 6.4957e-03 eta: 13:49:28 time: 0.3281 data_time: 0.0174 memory: 9201 grad_norm: 5.8284 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8186 loss: 1.8186 2022/08/16 09:11:31 - mmengine - INFO - Epoch(train) [215][3400/3757] lr: 6.4957e-03 eta: 13:48:56 time: 0.3311 data_time: 0.0177 memory: 9201 grad_norm: 5.4678 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7843 loss: 1.7843 2022/08/16 09:12:04 - mmengine - INFO - Epoch(train) [215][3500/3757] lr: 6.4957e-03 eta: 13:48:24 time: 0.3292 data_time: 0.0178 memory: 9201 grad_norm: 5.6633 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9202 loss: 1.9202 2022/08/16 09:12:37 - mmengine - INFO - Epoch(train) [215][3600/3757] lr: 6.4957e-03 eta: 13:47:52 time: 0.3289 data_time: 0.0179 memory: 9201 grad_norm: 5.7668 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8009 loss: 1.8009 2022/08/16 09:13:10 - mmengine - INFO - Epoch(train) [215][3700/3757] lr: 6.4957e-03 eta: 13:47:20 time: 0.3273 data_time: 0.0170 memory: 9201 grad_norm: 5.6650 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9701 loss: 1.9701 2022/08/16 09:13:29 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 09:13:29 - mmengine - INFO - Epoch(train) [215][3757/3757] lr: 6.4957e-03 eta: 13:47:07 time: 0.3123 data_time: 0.0161 memory: 9201 grad_norm: 5.5642 top1_acc: 0.4286 top5_acc: 0.8571 loss_cls: 2.1470 loss: 2.1470 2022/08/16 09:13:51 - mmengine - INFO - Epoch(val) [215][100/310] eta: 0:00:45 time: 0.2160 data_time: 0.1030 memory: 1522 2022/08/16 09:14:13 - mmengine - INFO - Epoch(val) [215][200/310] eta: 0:00:20 time: 0.1868 data_time: 0.0724 memory: 1522 2022/08/16 09:14:34 - mmengine - INFO - Epoch(val) [215][300/310] eta: 0:00:02 time: 0.2073 data_time: 0.0961 memory: 1522 2022/08/16 09:14:38 - mmengine - INFO - Epoch(val) [215][310/310] acc/top1: 0.6274 acc/top5: 0.8463 acc/mean1: 0.6273 2022/08/16 09:14:38 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb/best_acc/top1_epoch_211.pth is removed 2022/08/16 09:14:42 - mmengine - INFO - The best checkpoint with 0.6274 acc/top1 at 216 epoch is saved to best_acc/top1_epoch_216.pth. 2022/08/16 09:15:16 - mmengine - INFO - Epoch(train) [216][100/3757] lr: 6.1965e-03 eta: 13:46:29 time: 0.3282 data_time: 0.0182 memory: 9201 grad_norm: 5.9133 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6776 loss: 1.6776 2022/08/16 09:15:49 - mmengine - INFO - Epoch(train) [216][200/3757] lr: 6.1965e-03 eta: 13:45:57 time: 0.3301 data_time: 0.0168 memory: 9201 grad_norm: 5.3528 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6242 loss: 1.6242 2022/08/16 09:16:04 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 09:16:22 - mmengine - INFO - Epoch(train) [216][300/3757] lr: 6.1965e-03 eta: 13:45:24 time: 0.3305 data_time: 0.0176 memory: 9201 grad_norm: 5.8230 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8154 loss: 1.8154 2022/08/16 09:16:55 - mmengine - INFO - Epoch(train) [216][400/3757] lr: 6.1965e-03 eta: 13:44:52 time: 0.3284 data_time: 0.0173 memory: 9201 grad_norm: 5.4847 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9360 loss: 1.9360 2022/08/16 09:17:29 - mmengine - INFO - Epoch(train) [216][500/3757] lr: 6.1965e-03 eta: 13:44:20 time: 0.3280 data_time: 0.0172 memory: 9201 grad_norm: 5.6633 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7095 loss: 1.7095 2022/08/16 09:18:02 - mmengine - INFO - Epoch(train) [216][600/3757] lr: 6.1965e-03 eta: 13:43:48 time: 0.3259 data_time: 0.0159 memory: 9201 grad_norm: 5.6917 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0546 loss: 2.0546 2022/08/16 09:18:35 - mmengine - INFO - Epoch(train) [216][700/3757] lr: 6.1965e-03 eta: 13:43:16 time: 0.3317 data_time: 0.0184 memory: 9201 grad_norm: 5.8172 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8089 loss: 1.8089 2022/08/16 09:19:08 - mmengine - INFO - Epoch(train) [216][800/3757] lr: 6.1965e-03 eta: 13:42:44 time: 0.3263 data_time: 0.0165 memory: 9201 grad_norm: 5.8611 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8116 loss: 1.8116 2022/08/16 09:19:41 - mmengine - INFO - Epoch(train) [216][900/3757] lr: 6.1965e-03 eta: 13:42:12 time: 0.3298 data_time: 0.0177 memory: 9201 grad_norm: 5.5519 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.0935 loss: 2.0935 2022/08/16 09:20:14 - mmengine - INFO - Epoch(train) [216][1000/3757] lr: 6.1965e-03 eta: 13:41:40 time: 0.3293 data_time: 0.0178 memory: 9201 grad_norm: 5.7694 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9792 loss: 1.9792 2022/08/16 09:20:48 - mmengine - INFO - Epoch(train) [216][1100/3757] lr: 6.1965e-03 eta: 13:41:08 time: 0.3328 data_time: 0.0186 memory: 9201 grad_norm: 5.6271 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0546 loss: 2.0546 2022/08/16 09:21:21 - mmengine - INFO - Epoch(train) [216][1200/3757] lr: 6.1965e-03 eta: 13:40:36 time: 0.3275 data_time: 0.0168 memory: 9201 grad_norm: 5.8692 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6659 loss: 1.6659 2022/08/16 09:21:36 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 09:21:54 - mmengine - INFO - Epoch(train) [216][1300/3757] lr: 6.1965e-03 eta: 13:40:04 time: 0.3280 data_time: 0.0160 memory: 9201 grad_norm: 5.9139 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 1.8514 loss: 1.8514 2022/08/16 09:22:28 - mmengine - INFO - Epoch(train) [216][1400/3757] lr: 6.1965e-03 eta: 13:39:32 time: 0.3334 data_time: 0.0172 memory: 9201 grad_norm: 5.8644 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8219 loss: 1.8219 2022/08/16 09:23:01 - mmengine - INFO - Epoch(train) [216][1500/3757] lr: 6.1965e-03 eta: 13:39:00 time: 0.3274 data_time: 0.0177 memory: 9201 grad_norm: 5.6622 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6671 loss: 1.6671 2022/08/16 09:23:34 - mmengine - INFO - Epoch(train) [216][1600/3757] lr: 6.1965e-03 eta: 13:38:28 time: 0.3289 data_time: 0.0184 memory: 9201 grad_norm: 5.9185 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8366 loss: 1.8366 2022/08/16 09:24:08 - mmengine - INFO - Epoch(train) [216][1700/3757] lr: 6.1965e-03 eta: 13:37:56 time: 0.3359 data_time: 0.0187 memory: 9201 grad_norm: 6.0246 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.8107 loss: 1.8107 2022/08/16 09:24:41 - mmengine - INFO - Epoch(train) [216][1800/3757] lr: 6.1965e-03 eta: 13:37:24 time: 0.3291 data_time: 0.0183 memory: 9201 grad_norm: 5.8743 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5548 loss: 1.5548 2022/08/16 09:25:14 - mmengine - INFO - Epoch(train) [216][1900/3757] lr: 6.1965e-03 eta: 13:36:51 time: 0.3302 data_time: 0.0176 memory: 9201 grad_norm: 5.7120 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1306 loss: 2.1306 2022/08/16 09:25:48 - mmengine - INFO - Epoch(train) [216][2000/3757] lr: 6.1965e-03 eta: 13:36:19 time: 0.3317 data_time: 0.0182 memory: 9201 grad_norm: 5.7838 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6970 loss: 1.6970 2022/08/16 09:26:21 - mmengine - INFO - Epoch(train) [216][2100/3757] lr: 6.1965e-03 eta: 13:35:47 time: 0.3290 data_time: 0.0169 memory: 9201 grad_norm: 5.6625 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6943 loss: 1.6943 2022/08/16 09:26:54 - mmengine - INFO - Epoch(train) [216][2200/3757] lr: 6.1965e-03 eta: 13:35:15 time: 0.3287 data_time: 0.0170 memory: 9201 grad_norm: 5.6960 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.5997 loss: 1.5997 2022/08/16 09:27:09 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 09:27:28 - mmengine - INFO - Epoch(train) [216][2300/3757] lr: 6.1965e-03 eta: 13:34:43 time: 0.3339 data_time: 0.0178 memory: 9201 grad_norm: 5.7198 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7568 loss: 1.7568 2022/08/16 09:28:01 - mmengine - INFO - Epoch(train) [216][2400/3757] lr: 6.1965e-03 eta: 13:34:11 time: 0.3282 data_time: 0.0169 memory: 9201 grad_norm: 5.7853 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6840 loss: 1.6840 2022/08/16 09:28:34 - mmengine - INFO - Epoch(train) [216][2500/3757] lr: 6.1965e-03 eta: 13:33:39 time: 0.3295 data_time: 0.0184 memory: 9201 grad_norm: 5.8780 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1087 loss: 2.1087 2022/08/16 09:29:07 - mmengine - INFO - Epoch(train) [216][2600/3757] lr: 6.1965e-03 eta: 13:33:07 time: 0.3276 data_time: 0.0180 memory: 9201 grad_norm: 5.6812 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9920 loss: 1.9920 2022/08/16 09:29:41 - mmengine - INFO - Epoch(train) [216][2700/3757] lr: 6.1965e-03 eta: 13:32:35 time: 0.3298 data_time: 0.0165 memory: 9201 grad_norm: 5.6281 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8844 loss: 1.8844 2022/08/16 09:30:14 - mmengine - INFO - Epoch(train) [216][2800/3757] lr: 6.1965e-03 eta: 13:32:03 time: 0.3313 data_time: 0.0189 memory: 9201 grad_norm: 5.7104 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0341 loss: 2.0341 2022/08/16 09:30:47 - mmengine - INFO - Epoch(train) [216][2900/3757] lr: 6.1965e-03 eta: 13:31:31 time: 0.3280 data_time: 0.0187 memory: 9201 grad_norm: 5.8521 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9855 loss: 1.9855 2022/08/16 09:31:21 - mmengine - INFO - Epoch(train) [216][3000/3757] lr: 6.1965e-03 eta: 13:30:59 time: 0.3274 data_time: 0.0166 memory: 9201 grad_norm: 5.7353 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.7840 loss: 1.7840 2022/08/16 09:31:54 - mmengine - INFO - Epoch(train) [216][3100/3757] lr: 6.1965e-03 eta: 13:30:27 time: 0.3285 data_time: 0.0173 memory: 9201 grad_norm: 5.9192 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9647 loss: 1.9647 2022/08/16 09:32:27 - mmengine - INFO - Epoch(train) [216][3200/3757] lr: 6.1965e-03 eta: 13:29:55 time: 0.3321 data_time: 0.0184 memory: 9201 grad_norm: 6.0275 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0337 loss: 2.0337 2022/08/16 09:32:42 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 09:33:00 - mmengine - INFO - Epoch(train) [216][3300/3757] lr: 6.1965e-03 eta: 13:29:23 time: 0.3301 data_time: 0.0177 memory: 9201 grad_norm: 5.8392 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1291 loss: 2.1291 2022/08/16 09:33:34 - mmengine - INFO - Epoch(train) [216][3400/3757] lr: 6.1965e-03 eta: 13:28:51 time: 0.3320 data_time: 0.0170 memory: 9201 grad_norm: 5.7158 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9132 loss: 1.9132 2022/08/16 09:34:07 - mmengine - INFO - Epoch(train) [216][3500/3757] lr: 6.1965e-03 eta: 13:28:19 time: 0.3307 data_time: 0.0180 memory: 9201 grad_norm: 5.9252 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1564 loss: 2.1564 2022/08/16 09:34:40 - mmengine - INFO - Epoch(train) [216][3600/3757] lr: 6.1965e-03 eta: 13:27:46 time: 0.3282 data_time: 0.0167 memory: 9201 grad_norm: 5.7138 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8783 loss: 1.8783 2022/08/16 09:35:14 - mmengine - INFO - Epoch(train) [216][3700/3757] lr: 6.1965e-03 eta: 13:27:14 time: 0.3283 data_time: 0.0180 memory: 9201 grad_norm: 5.8518 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7958 loss: 1.7958 2022/08/16 09:35:32 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 09:35:32 - mmengine - INFO - Epoch(train) [216][3757/3757] lr: 6.1965e-03 eta: 13:27:02 time: 0.3122 data_time: 0.0160 memory: 9201 grad_norm: 5.6709 top1_acc: 0.4286 top5_acc: 0.4286 loss_cls: 1.9046 loss: 1.9046 2022/08/16 09:35:32 - mmengine - INFO - Saving checkpoint at 216 epochs 2022/08/16 09:36:10 - mmengine - INFO - Epoch(train) [217][100/3757] lr: 5.9039e-03 eta: 13:26:23 time: 0.3279 data_time: 0.0186 memory: 9201 grad_norm: 5.5312 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7451 loss: 1.7451 2022/08/16 09:36:43 - mmengine - INFO - Epoch(train) [217][200/3757] lr: 5.9039e-03 eta: 13:25:51 time: 0.3294 data_time: 0.0171 memory: 9201 grad_norm: 5.8650 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4881 loss: 1.4881 2022/08/16 09:37:17 - mmengine - INFO - Epoch(train) [217][300/3757] lr: 5.9039e-03 eta: 13:25:19 time: 0.3298 data_time: 0.0180 memory: 9201 grad_norm: 5.5183 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5861 loss: 1.5861 2022/08/16 09:37:50 - mmengine - INFO - Epoch(train) [217][400/3757] lr: 5.9039e-03 eta: 13:24:47 time: 0.3285 data_time: 0.0171 memory: 9201 grad_norm: 5.7154 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0947 loss: 2.0947 2022/08/16 09:38:19 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 09:38:23 - mmengine - INFO - Epoch(train) [217][500/3757] lr: 5.9039e-03 eta: 13:24:15 time: 0.3285 data_time: 0.0176 memory: 9201 grad_norm: 5.7820 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8564 loss: 1.8564 2022/08/16 09:38:56 - mmengine - INFO - Epoch(train) [217][600/3757] lr: 5.9039e-03 eta: 13:23:43 time: 0.3303 data_time: 0.0174 memory: 9201 grad_norm: 5.7127 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0032 loss: 2.0032 2022/08/16 09:39:30 - mmengine - INFO - Epoch(train) [217][700/3757] lr: 5.9039e-03 eta: 13:23:11 time: 0.3301 data_time: 0.0183 memory: 9201 grad_norm: 5.6273 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7387 loss: 1.7387 2022/08/16 09:40:03 - mmengine - INFO - Epoch(train) [217][800/3757] lr: 5.9039e-03 eta: 13:22:39 time: 0.3276 data_time: 0.0175 memory: 9201 grad_norm: 5.9941 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7492 loss: 1.7492 2022/08/16 09:40:36 - mmengine - INFO - Epoch(train) [217][900/3757] lr: 5.9039e-03 eta: 13:22:06 time: 0.3296 data_time: 0.0178 memory: 9201 grad_norm: 5.8235 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8295 loss: 1.8295 2022/08/16 09:41:09 - mmengine - INFO - Epoch(train) [217][1000/3757] lr: 5.9039e-03 eta: 13:21:34 time: 0.3287 data_time: 0.0181 memory: 9201 grad_norm: 5.5820 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6896 loss: 1.6896 2022/08/16 09:41:43 - mmengine - INFO - Epoch(train) [217][1100/3757] lr: 5.9039e-03 eta: 13:21:02 time: 0.3276 data_time: 0.0168 memory: 9201 grad_norm: 5.7895 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7913 loss: 1.7913 2022/08/16 09:42:16 - mmengine - INFO - Epoch(train) [217][1200/3757] lr: 5.9039e-03 eta: 13:20:30 time: 0.3289 data_time: 0.0177 memory: 9201 grad_norm: 5.7530 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 1.9070 loss: 1.9070 2022/08/16 09:42:49 - mmengine - INFO - Epoch(train) [217][1300/3757] lr: 5.9039e-03 eta: 13:19:58 time: 0.3309 data_time: 0.0177 memory: 9201 grad_norm: 5.8619 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6613 loss: 1.6613 2022/08/16 09:43:22 - mmengine - INFO - Epoch(train) [217][1400/3757] lr: 5.9039e-03 eta: 13:19:26 time: 0.3276 data_time: 0.0175 memory: 9201 grad_norm: 5.9112 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8516 loss: 1.8516 2022/08/16 09:43:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 09:43:56 - mmengine - INFO - Epoch(train) [217][1500/3757] lr: 5.9039e-03 eta: 13:18:54 time: 0.3280 data_time: 0.0174 memory: 9201 grad_norm: 5.7643 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7520 loss: 1.7520 2022/08/16 09:44:29 - mmengine - INFO - Epoch(train) [217][1600/3757] lr: 5.9039e-03 eta: 13:18:22 time: 0.3286 data_time: 0.0191 memory: 9201 grad_norm: 5.6887 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7212 loss: 1.7212 2022/08/16 09:45:02 - mmengine - INFO - Epoch(train) [217][1700/3757] lr: 5.9039e-03 eta: 13:17:50 time: 0.3292 data_time: 0.0172 memory: 9201 grad_norm: 5.7305 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8971 loss: 1.8971 2022/08/16 09:45:35 - mmengine - INFO - Epoch(train) [217][1800/3757] lr: 5.9039e-03 eta: 13:17:18 time: 0.3286 data_time: 0.0168 memory: 9201 grad_norm: 5.8509 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9712 loss: 1.9712 2022/08/16 09:46:08 - mmengine - INFO - Epoch(train) [217][1900/3757] lr: 5.9039e-03 eta: 13:16:46 time: 0.3298 data_time: 0.0179 memory: 9201 grad_norm: 6.0108 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7877 loss: 1.7877 2022/08/16 09:46:42 - mmengine - INFO - Epoch(train) [217][2000/3757] lr: 5.9039e-03 eta: 13:16:14 time: 0.3314 data_time: 0.0184 memory: 9201 grad_norm: 5.7583 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7947 loss: 1.7947 2022/08/16 09:47:15 - mmengine - INFO - Epoch(train) [217][2100/3757] lr: 5.9039e-03 eta: 13:15:42 time: 0.3306 data_time: 0.0181 memory: 9201 grad_norm: 5.6971 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7422 loss: 1.7422 2022/08/16 09:47:48 - mmengine - INFO - Epoch(train) [217][2200/3757] lr: 5.9039e-03 eta: 13:15:09 time: 0.3281 data_time: 0.0174 memory: 9201 grad_norm: 5.7614 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9085 loss: 1.9085 2022/08/16 09:48:21 - mmengine - INFO - Epoch(train) [217][2300/3757] lr: 5.9039e-03 eta: 13:14:37 time: 0.3297 data_time: 0.0180 memory: 9201 grad_norm: 5.9088 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9161 loss: 1.9161 2022/08/16 09:48:55 - mmengine - INFO - Epoch(train) [217][2400/3757] lr: 5.9039e-03 eta: 13:14:05 time: 0.3294 data_time: 0.0190 memory: 9201 grad_norm: 6.0159 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4909 loss: 1.4909 2022/08/16 09:49:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 09:49:28 - mmengine - INFO - Epoch(train) [217][2500/3757] lr: 5.9039e-03 eta: 13:13:33 time: 0.3301 data_time: 0.0195 memory: 9201 grad_norm: 5.8984 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6768 loss: 1.6768 2022/08/16 09:50:01 - mmengine - INFO - Epoch(train) [217][2600/3757] lr: 5.9039e-03 eta: 13:13:01 time: 0.3294 data_time: 0.0180 memory: 9201 grad_norm: 5.8916 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8696 loss: 1.8696 2022/08/16 09:50:34 - mmengine - INFO - Epoch(train) [217][2700/3757] lr: 5.9039e-03 eta: 13:12:29 time: 0.3294 data_time: 0.0173 memory: 9201 grad_norm: 5.8733 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8122 loss: 1.8122 2022/08/16 09:51:08 - mmengine - INFO - Epoch(train) [217][2800/3757] lr: 5.9039e-03 eta: 13:11:57 time: 0.3290 data_time: 0.0172 memory: 9201 grad_norm: 5.9907 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9754 loss: 1.9754 2022/08/16 09:51:41 - mmengine - INFO - Epoch(train) [217][2900/3757] lr: 5.9039e-03 eta: 13:11:25 time: 0.3313 data_time: 0.0183 memory: 9201 grad_norm: 5.8321 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0234 loss: 2.0234 2022/08/16 09:52:15 - mmengine - INFO - Epoch(train) [217][3000/3757] lr: 5.9039e-03 eta: 13:10:53 time: 0.3287 data_time: 0.0167 memory: 9201 grad_norm: 5.6236 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4495 loss: 1.4495 2022/08/16 09:52:48 - mmengine - INFO - Epoch(train) [217][3100/3757] lr: 5.9039e-03 eta: 13:10:21 time: 0.3282 data_time: 0.0188 memory: 9201 grad_norm: 5.6803 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.0430 loss: 2.0430 2022/08/16 09:53:21 - mmengine - INFO - Epoch(train) [217][3200/3757] lr: 5.9039e-03 eta: 13:09:49 time: 0.3294 data_time: 0.0177 memory: 9201 grad_norm: 5.8934 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8168 loss: 1.8168 2022/08/16 09:53:54 - mmengine - INFO - Epoch(train) [217][3300/3757] lr: 5.9039e-03 eta: 13:09:17 time: 0.3299 data_time: 0.0176 memory: 9201 grad_norm: 5.6407 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5721 loss: 1.5721 2022/08/16 09:54:28 - mmengine - INFO - Epoch(train) [217][3400/3757] lr: 5.9039e-03 eta: 13:08:45 time: 0.3278 data_time: 0.0173 memory: 9201 grad_norm: 5.9205 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9090 loss: 1.9090 2022/08/16 09:54:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 09:55:01 - mmengine - INFO - Epoch(train) [217][3500/3757] lr: 5.9039e-03 eta: 13:08:13 time: 0.3302 data_time: 0.0172 memory: 9201 grad_norm: 5.8592 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9232 loss: 1.9232 2022/08/16 09:55:34 - mmengine - INFO - Epoch(train) [217][3600/3757] lr: 5.9039e-03 eta: 13:07:41 time: 0.3291 data_time: 0.0172 memory: 9201 grad_norm: 6.0504 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9940 loss: 1.9940 2022/08/16 09:56:08 - mmengine - INFO - Epoch(train) [217][3700/3757] lr: 5.9039e-03 eta: 13:07:08 time: 0.3313 data_time: 0.0179 memory: 9201 grad_norm: 6.0786 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0266 loss: 2.0266 2022/08/16 09:56:26 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 09:56:26 - mmengine - INFO - Epoch(train) [217][3757/3757] lr: 5.9039e-03 eta: 13:06:56 time: 0.3141 data_time: 0.0185 memory: 9201 grad_norm: 5.7197 top1_acc: 0.5714 top5_acc: 0.7143 loss_cls: 1.8282 loss: 1.8282 2022/08/16 09:57:02 - mmengine - INFO - Epoch(train) [218][100/3757] lr: 5.6180e-03 eta: 13:06:17 time: 0.3274 data_time: 0.0179 memory: 9201 grad_norm: 5.9520 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8345 loss: 1.8345 2022/08/16 09:57:35 - mmengine - INFO - Epoch(train) [218][200/3757] lr: 5.6180e-03 eta: 13:05:45 time: 0.3313 data_time: 0.0174 memory: 9201 grad_norm: 5.9504 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.0783 loss: 2.0783 2022/08/16 09:58:08 - mmengine - INFO - Epoch(train) [218][300/3757] lr: 5.6180e-03 eta: 13:05:13 time: 0.3309 data_time: 0.0195 memory: 9201 grad_norm: 5.6144 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8773 loss: 1.8773 2022/08/16 09:58:41 - mmengine - INFO - Epoch(train) [218][400/3757] lr: 5.6180e-03 eta: 13:04:41 time: 0.3285 data_time: 0.0175 memory: 9201 grad_norm: 5.8851 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8050 loss: 1.8050 2022/08/16 09:59:15 - mmengine - INFO - Epoch(train) [218][500/3757] lr: 5.6180e-03 eta: 13:04:09 time: 0.3270 data_time: 0.0167 memory: 9201 grad_norm: 5.8381 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6220 loss: 1.6220 2022/08/16 09:59:48 - mmengine - INFO - Epoch(train) [218][600/3757] lr: 5.6180e-03 eta: 13:03:37 time: 0.3294 data_time: 0.0185 memory: 9201 grad_norm: 6.0696 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9590 loss: 1.9590 2022/08/16 10:00:21 - mmengine - INFO - Epoch(train) [218][700/3757] lr: 5.6180e-03 eta: 13:03:05 time: 0.3304 data_time: 0.0177 memory: 9201 grad_norm: 6.0009 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6568 loss: 1.6568 2022/08/16 10:00:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 10:00:54 - mmengine - INFO - Epoch(train) [218][800/3757] lr: 5.6180e-03 eta: 13:02:33 time: 0.3286 data_time: 0.0190 memory: 9201 grad_norm: 5.9410 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0653 loss: 2.0653 2022/08/16 10:01:28 - mmengine - INFO - Epoch(train) [218][900/3757] lr: 5.6180e-03 eta: 13:02:01 time: 0.3291 data_time: 0.0194 memory: 9201 grad_norm: 5.9073 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6527 loss: 1.6527 2022/08/16 10:02:01 - mmengine - INFO - Epoch(train) [218][1000/3757] lr: 5.6180e-03 eta: 13:01:29 time: 0.3304 data_time: 0.0178 memory: 9201 grad_norm: 5.7412 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.8621 loss: 1.8621 2022/08/16 10:02:34 - mmengine - INFO - Epoch(train) [218][1100/3757] lr: 5.6180e-03 eta: 13:00:57 time: 0.3301 data_time: 0.0175 memory: 9201 grad_norm: 5.8012 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7698 loss: 1.7698 2022/08/16 10:03:07 - mmengine - INFO - Epoch(train) [218][1200/3757] lr: 5.6180e-03 eta: 13:00:25 time: 0.3291 data_time: 0.0185 memory: 9201 grad_norm: 5.9433 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7798 loss: 1.7798 2022/08/16 10:03:40 - mmengine - INFO - Epoch(train) [218][1300/3757] lr: 5.6180e-03 eta: 12:59:52 time: 0.3306 data_time: 0.0175 memory: 9201 grad_norm: 5.7621 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5771 loss: 1.5771 2022/08/16 10:04:14 - mmengine - INFO - Epoch(train) [218][1400/3757] lr: 5.6180e-03 eta: 12:59:20 time: 0.3295 data_time: 0.0171 memory: 9201 grad_norm: 5.8899 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6951 loss: 1.6951 2022/08/16 10:04:47 - mmengine - INFO - Epoch(train) [218][1500/3757] lr: 5.6180e-03 eta: 12:58:48 time: 0.3284 data_time: 0.0179 memory: 9201 grad_norm: 5.7314 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5992 loss: 1.5992 2022/08/16 10:05:20 - mmengine - INFO - Epoch(train) [218][1600/3757] lr: 5.6180e-03 eta: 12:58:16 time: 0.3290 data_time: 0.0181 memory: 9201 grad_norm: 5.9607 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9528 loss: 1.9528 2022/08/16 10:05:53 - mmengine - INFO - Epoch(train) [218][1700/3757] lr: 5.6180e-03 eta: 12:57:44 time: 0.3286 data_time: 0.0176 memory: 9201 grad_norm: 5.6978 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9201 loss: 1.9201 2022/08/16 10:06:04 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 10:06:26 - mmengine - INFO - Epoch(train) [218][1800/3757] lr: 5.6180e-03 eta: 12:57:12 time: 0.3280 data_time: 0.0172 memory: 9201 grad_norm: 6.0391 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8014 loss: 1.8014 2022/08/16 10:07:00 - mmengine - INFO - Epoch(train) [218][1900/3757] lr: 5.6180e-03 eta: 12:56:40 time: 0.3282 data_time: 0.0180 memory: 9201 grad_norm: 5.6712 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0232 loss: 2.0232 2022/08/16 10:07:33 - mmengine - INFO - Epoch(train) [218][2000/3757] lr: 5.6180e-03 eta: 12:56:08 time: 0.3273 data_time: 0.0171 memory: 9201 grad_norm: 5.8438 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5211 loss: 1.5211 2022/08/16 10:08:06 - mmengine - INFO - Epoch(train) [218][2100/3757] lr: 5.6180e-03 eta: 12:55:36 time: 0.3313 data_time: 0.0197 memory: 9201 grad_norm: 5.7661 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7561 loss: 1.7561 2022/08/16 10:08:39 - mmengine - INFO - Epoch(train) [218][2200/3757] lr: 5.6180e-03 eta: 12:55:04 time: 0.3286 data_time: 0.0187 memory: 9201 grad_norm: 6.0332 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7742 loss: 1.7742 2022/08/16 10:09:13 - mmengine - INFO - Epoch(train) [218][2300/3757] lr: 5.6180e-03 eta: 12:54:32 time: 0.3281 data_time: 0.0177 memory: 9201 grad_norm: 5.6975 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7067 loss: 1.7067 2022/08/16 10:09:46 - mmengine - INFO - Epoch(train) [218][2400/3757] lr: 5.6180e-03 eta: 12:54:00 time: 0.3316 data_time: 0.0180 memory: 9201 grad_norm: 5.9781 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8907 loss: 1.8907 2022/08/16 10:10:20 - mmengine - INFO - Epoch(train) [218][2500/3757] lr: 5.6180e-03 eta: 12:53:27 time: 0.3327 data_time: 0.0186 memory: 9201 grad_norm: 5.8374 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6246 loss: 1.6246 2022/08/16 10:10:53 - mmengine - INFO - Epoch(train) [218][2600/3757] lr: 5.6180e-03 eta: 12:52:55 time: 0.3279 data_time: 0.0182 memory: 9201 grad_norm: 6.0198 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7987 loss: 1.7987 2022/08/16 10:11:26 - mmengine - INFO - Epoch(train) [218][2700/3757] lr: 5.6180e-03 eta: 12:52:23 time: 0.3345 data_time: 0.0174 memory: 9201 grad_norm: 5.8547 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5855 loss: 1.5855 2022/08/16 10:11:36 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 10:11:59 - mmengine - INFO - Epoch(train) [218][2800/3757] lr: 5.6180e-03 eta: 12:51:51 time: 0.3297 data_time: 0.0173 memory: 9201 grad_norm: 6.1594 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0134 loss: 2.0134 2022/08/16 10:12:33 - mmengine - INFO - Epoch(train) [218][2900/3757] lr: 5.6180e-03 eta: 12:51:19 time: 0.3348 data_time: 0.0178 memory: 9201 grad_norm: 6.0835 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5360 loss: 1.5360 2022/08/16 10:13:06 - mmengine - INFO - Epoch(train) [218][3000/3757] lr: 5.6180e-03 eta: 12:50:47 time: 0.3276 data_time: 0.0168 memory: 9201 grad_norm: 6.0287 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 1.8885 loss: 1.8885 2022/08/16 10:13:39 - mmengine - INFO - Epoch(train) [218][3100/3757] lr: 5.6180e-03 eta: 12:50:15 time: 0.3287 data_time: 0.0173 memory: 9201 grad_norm: 5.7761 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4885 loss: 1.4885 2022/08/16 10:14:13 - mmengine - INFO - Epoch(train) [218][3200/3757] lr: 5.6180e-03 eta: 12:49:43 time: 0.3308 data_time: 0.0168 memory: 9201 grad_norm: 6.0726 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6284 loss: 1.6284 2022/08/16 10:14:46 - mmengine - INFO - Epoch(train) [218][3300/3757] lr: 5.6180e-03 eta: 12:49:11 time: 0.3275 data_time: 0.0175 memory: 9201 grad_norm: 5.8359 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8734 loss: 1.8734 2022/08/16 10:15:19 - mmengine - INFO - Epoch(train) [218][3400/3757] lr: 5.6180e-03 eta: 12:48:39 time: 0.3335 data_time: 0.0186 memory: 9201 grad_norm: 6.0443 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 1.9986 loss: 1.9986 2022/08/16 10:15:52 - mmengine - INFO - Epoch(train) [218][3500/3757] lr: 5.6180e-03 eta: 12:48:07 time: 0.3308 data_time: 0.0170 memory: 9201 grad_norm: 5.8298 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9273 loss: 1.9273 2022/08/16 10:16:25 - mmengine - INFO - Epoch(train) [218][3600/3757] lr: 5.6180e-03 eta: 12:47:35 time: 0.3281 data_time: 0.0178 memory: 9201 grad_norm: 5.8486 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7662 loss: 1.7662 2022/08/16 10:16:59 - mmengine - INFO - Epoch(train) [218][3700/3757] lr: 5.6180e-03 eta: 12:47:02 time: 0.3274 data_time: 0.0175 memory: 9201 grad_norm: 5.9549 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6915 loss: 1.6915 2022/08/16 10:17:09 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 10:17:17 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 10:17:17 - mmengine - INFO - Epoch(train) [218][3757/3757] lr: 5.6180e-03 eta: 12:46:50 time: 0.3149 data_time: 0.0163 memory: 9201 grad_norm: 5.9970 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 1.9304 loss: 1.9304 2022/08/16 10:17:53 - mmengine - INFO - Epoch(train) [219][100/3757] lr: 5.3388e-03 eta: 12:46:11 time: 0.3296 data_time: 0.0180 memory: 9201 grad_norm: 5.7642 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7856 loss: 1.7856 2022/08/16 10:18:26 - mmengine - INFO - Epoch(train) [219][200/3757] lr: 5.3388e-03 eta: 12:45:39 time: 0.3282 data_time: 0.0176 memory: 9201 grad_norm: 5.9272 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0405 loss: 2.0405 2022/08/16 10:19:00 - mmengine - INFO - Epoch(train) [219][300/3757] lr: 5.3388e-03 eta: 12:45:07 time: 0.3314 data_time: 0.0174 memory: 9201 grad_norm: 5.8484 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6050 loss: 1.6050 2022/08/16 10:19:33 - mmengine - INFO - Epoch(train) [219][400/3757] lr: 5.3388e-03 eta: 12:44:35 time: 0.3290 data_time: 0.0180 memory: 9201 grad_norm: 5.8055 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6692 loss: 1.6692 2022/08/16 10:20:06 - mmengine - INFO - Epoch(train) [219][500/3757] lr: 5.3388e-03 eta: 12:44:03 time: 0.3272 data_time: 0.0164 memory: 9201 grad_norm: 5.9514 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7584 loss: 1.7584 2022/08/16 10:20:40 - mmengine - INFO - Epoch(train) [219][600/3757] lr: 5.3388e-03 eta: 12:43:31 time: 0.3319 data_time: 0.0185 memory: 9201 grad_norm: 5.8156 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8024 loss: 1.8024 2022/08/16 10:21:13 - mmengine - INFO - Epoch(train) [219][700/3757] lr: 5.3388e-03 eta: 12:42:59 time: 0.3304 data_time: 0.0172 memory: 9201 grad_norm: 5.8684 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.7625 loss: 1.7625 2022/08/16 10:21:46 - mmengine - INFO - Epoch(train) [219][800/3757] lr: 5.3388e-03 eta: 12:42:27 time: 0.3271 data_time: 0.0167 memory: 9201 grad_norm: 5.9334 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5606 loss: 1.5606 2022/08/16 10:22:20 - mmengine - INFO - Epoch(train) [219][900/3757] lr: 5.3388e-03 eta: 12:41:55 time: 0.3306 data_time: 0.0190 memory: 9201 grad_norm: 5.7274 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7422 loss: 1.7422 2022/08/16 10:22:44 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 10:22:53 - mmengine - INFO - Epoch(train) [219][1000/3757] lr: 5.3388e-03 eta: 12:41:23 time: 0.3289 data_time: 0.0182 memory: 9201 grad_norm: 5.9049 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9412 loss: 1.9412 2022/08/16 10:23:26 - mmengine - INFO - Epoch(train) [219][1100/3757] lr: 5.3388e-03 eta: 12:40:51 time: 0.3271 data_time: 0.0162 memory: 9201 grad_norm: 5.8252 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6902 loss: 1.6902 2022/08/16 10:24:00 - mmengine - INFO - Epoch(train) [219][1200/3757] lr: 5.3388e-03 eta: 12:40:19 time: 0.3310 data_time: 0.0186 memory: 9201 grad_norm: 6.0620 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9126 loss: 1.9126 2022/08/16 10:24:33 - mmengine - INFO - Epoch(train) [219][1300/3757] lr: 5.3388e-03 eta: 12:39:47 time: 0.3287 data_time: 0.0171 memory: 9201 grad_norm: 5.8835 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7766 loss: 1.7766 2022/08/16 10:25:06 - mmengine - INFO - Epoch(train) [219][1400/3757] lr: 5.3388e-03 eta: 12:39:14 time: 0.3286 data_time: 0.0174 memory: 9201 grad_norm: 5.9764 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7098 loss: 1.7098 2022/08/16 10:25:40 - mmengine - INFO - Epoch(train) [219][1500/3757] lr: 5.3388e-03 eta: 12:38:42 time: 0.3279 data_time: 0.0180 memory: 9201 grad_norm: 5.9386 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9103 loss: 1.9103 2022/08/16 10:26:13 - mmengine - INFO - Epoch(train) [219][1600/3757] lr: 5.3388e-03 eta: 12:38:10 time: 0.3284 data_time: 0.0171 memory: 9201 grad_norm: 5.8761 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8486 loss: 1.8486 2022/08/16 10:26:47 - mmengine - INFO - Epoch(train) [219][1700/3757] lr: 5.3388e-03 eta: 12:37:38 time: 0.3284 data_time: 0.0168 memory: 9201 grad_norm: 5.9760 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8529 loss: 1.8529 2022/08/16 10:27:20 - mmengine - INFO - Epoch(train) [219][1800/3757] lr: 5.3388e-03 eta: 12:37:06 time: 0.3331 data_time: 0.0193 memory: 9201 grad_norm: 5.8774 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7658 loss: 1.7658 2022/08/16 10:27:53 - mmengine - INFO - Epoch(train) [219][1900/3757] lr: 5.3388e-03 eta: 12:36:34 time: 0.3303 data_time: 0.0168 memory: 9201 grad_norm: 5.8769 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9175 loss: 1.9175 2022/08/16 10:28:18 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 10:28:26 - mmengine - INFO - Epoch(train) [219][2000/3757] lr: 5.3388e-03 eta: 12:36:02 time: 0.3268 data_time: 0.0171 memory: 9201 grad_norm: 5.9746 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7705 loss: 1.7705 2022/08/16 10:29:00 - mmengine - INFO - Epoch(train) [219][2100/3757] lr: 5.3388e-03 eta: 12:35:30 time: 0.3349 data_time: 0.0181 memory: 9201 grad_norm: 5.8365 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2256 loss: 2.2256 2022/08/16 10:29:33 - mmengine - INFO - Epoch(train) [219][2200/3757] lr: 5.3388e-03 eta: 12:34:58 time: 0.3304 data_time: 0.0167 memory: 9201 grad_norm: 5.9688 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6512 loss: 1.6512 2022/08/16 10:30:06 - mmengine - INFO - Epoch(train) [219][2300/3757] lr: 5.3388e-03 eta: 12:34:26 time: 0.3280 data_time: 0.0172 memory: 9201 grad_norm: 6.1904 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6652 loss: 1.6652 2022/08/16 10:30:40 - mmengine - INFO - Epoch(train) [219][2400/3757] lr: 5.3388e-03 eta: 12:33:54 time: 0.3316 data_time: 0.0185 memory: 9201 grad_norm: 6.0971 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7191 loss: 1.7191 2022/08/16 10:31:13 - mmengine - INFO - Epoch(train) [219][2500/3757] lr: 5.3388e-03 eta: 12:33:22 time: 0.3292 data_time: 0.0183 memory: 9201 grad_norm: 5.9473 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8514 loss: 1.8514 2022/08/16 10:31:46 - mmengine - INFO - Epoch(train) [219][2600/3757] lr: 5.3388e-03 eta: 12:32:50 time: 0.3309 data_time: 0.0183 memory: 9201 grad_norm: 5.8098 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0104 loss: 2.0104 2022/08/16 10:32:20 - mmengine - INFO - Epoch(train) [219][2700/3757] lr: 5.3388e-03 eta: 12:32:18 time: 0.3300 data_time: 0.0163 memory: 9201 grad_norm: 5.7426 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8004 loss: 1.8004 2022/08/16 10:32:53 - mmengine - INFO - Epoch(train) [219][2800/3757] lr: 5.3388e-03 eta: 12:31:45 time: 0.3321 data_time: 0.0196 memory: 9201 grad_norm: 5.8598 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5213 loss: 1.5213 2022/08/16 10:33:26 - mmengine - INFO - Epoch(train) [219][2900/3757] lr: 5.3388e-03 eta: 12:31:13 time: 0.3289 data_time: 0.0177 memory: 9201 grad_norm: 5.8502 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6695 loss: 1.6695 2022/08/16 10:33:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 10:34:00 - mmengine - INFO - Epoch(train) [219][3000/3757] lr: 5.3388e-03 eta: 12:30:41 time: 0.3368 data_time: 0.0184 memory: 9201 grad_norm: 6.0334 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4352 loss: 1.4352 2022/08/16 10:34:33 - mmengine - INFO - Epoch(train) [219][3100/3757] lr: 5.3388e-03 eta: 12:30:09 time: 0.3289 data_time: 0.0178 memory: 9201 grad_norm: 5.8890 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7242 loss: 1.7242 2022/08/16 10:35:06 - mmengine - INFO - Epoch(train) [219][3200/3757] lr: 5.3388e-03 eta: 12:29:37 time: 0.3270 data_time: 0.0165 memory: 9201 grad_norm: 5.9227 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6100 loss: 1.6100 2022/08/16 10:35:39 - mmengine - INFO - Epoch(train) [219][3300/3757] lr: 5.3388e-03 eta: 12:29:05 time: 0.3304 data_time: 0.0189 memory: 9201 grad_norm: 6.0557 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8332 loss: 1.8332 2022/08/16 10:36:13 - mmengine - INFO - Epoch(train) [219][3400/3757] lr: 5.3388e-03 eta: 12:28:33 time: 0.3284 data_time: 0.0179 memory: 9201 grad_norm: 6.0043 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6455 loss: 1.6455 2022/08/16 10:36:46 - mmengine - INFO - Epoch(train) [219][3500/3757] lr: 5.3388e-03 eta: 12:28:01 time: 0.3298 data_time: 0.0168 memory: 9201 grad_norm: 5.9461 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9311 loss: 1.9311 2022/08/16 10:37:20 - mmengine - INFO - Epoch(train) [219][3600/3757] lr: 5.3388e-03 eta: 12:27:29 time: 0.3405 data_time: 0.0179 memory: 9201 grad_norm: 6.0233 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9592 loss: 1.9592 2022/08/16 10:37:53 - mmengine - INFO - Epoch(train) [219][3700/3757] lr: 5.3388e-03 eta: 12:26:57 time: 0.3287 data_time: 0.0176 memory: 9201 grad_norm: 5.8855 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6521 loss: 1.6521 2022/08/16 10:38:12 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 10:38:12 - mmengine - INFO - Epoch(train) [219][3757/3757] lr: 5.3388e-03 eta: 12:26:44 time: 0.3146 data_time: 0.0171 memory: 9201 grad_norm: 6.1885 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 1.8936 loss: 1.8936 2022/08/16 10:38:47 - mmengine - INFO - Epoch(train) [220][100/3757] lr: 5.0663e-03 eta: 12:26:06 time: 0.3302 data_time: 0.0173 memory: 9201 grad_norm: 6.1108 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8092 loss: 1.8092 2022/08/16 10:39:21 - mmengine - INFO - Epoch(train) [220][200/3757] lr: 5.0663e-03 eta: 12:25:34 time: 0.3329 data_time: 0.0185 memory: 9201 grad_norm: 6.0240 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7742 loss: 1.7742 2022/08/16 10:39:26 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 10:39:54 - mmengine - INFO - Epoch(train) [220][300/3757] lr: 5.0663e-03 eta: 12:25:02 time: 0.3280 data_time: 0.0169 memory: 9201 grad_norm: 5.8601 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7633 loss: 1.7633 2022/08/16 10:40:27 - mmengine - INFO - Epoch(train) [220][400/3757] lr: 5.0663e-03 eta: 12:24:29 time: 0.3277 data_time: 0.0172 memory: 9201 grad_norm: 6.0838 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.8116 loss: 1.8116 2022/08/16 10:41:01 - mmengine - INFO - Epoch(train) [220][500/3757] lr: 5.0663e-03 eta: 12:23:57 time: 0.3466 data_time: 0.0194 memory: 9201 grad_norm: 6.0725 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0990 loss: 2.0990 2022/08/16 10:41:34 - mmengine - INFO - Epoch(train) [220][600/3757] lr: 5.0663e-03 eta: 12:23:25 time: 0.3315 data_time: 0.0175 memory: 9201 grad_norm: 6.0869 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.6957 loss: 1.6957 2022/08/16 10:42:07 - mmengine - INFO - Epoch(train) [220][700/3757] lr: 5.0663e-03 eta: 12:22:53 time: 0.3289 data_time: 0.0167 memory: 9201 grad_norm: 6.3238 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 1.8282 loss: 1.8282 2022/08/16 10:42:41 - mmengine - INFO - Epoch(train) [220][800/3757] lr: 5.0663e-03 eta: 12:22:21 time: 0.3307 data_time: 0.0160 memory: 9201 grad_norm: 6.1085 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7958 loss: 1.7958 2022/08/16 10:43:14 - mmengine - INFO - Epoch(train) [220][900/3757] lr: 5.0663e-03 eta: 12:21:49 time: 0.3284 data_time: 0.0175 memory: 9201 grad_norm: 6.1494 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5863 loss: 1.5863 2022/08/16 10:43:47 - mmengine - INFO - Epoch(train) [220][1000/3757] lr: 5.0663e-03 eta: 12:21:17 time: 0.3295 data_time: 0.0169 memory: 9201 grad_norm: 5.9097 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8852 loss: 1.8852 2022/08/16 10:44:20 - mmengine - INFO - Epoch(train) [220][1100/3757] lr: 5.0663e-03 eta: 12:20:45 time: 0.3320 data_time: 0.0177 memory: 9201 grad_norm: 6.1821 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9235 loss: 1.9235 2022/08/16 10:44:54 - mmengine - INFO - Epoch(train) [220][1200/3757] lr: 5.0663e-03 eta: 12:20:13 time: 0.3299 data_time: 0.0181 memory: 9201 grad_norm: 6.0741 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7777 loss: 1.7777 2022/08/16 10:44:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 10:45:27 - mmengine - INFO - Epoch(train) [220][1300/3757] lr: 5.0663e-03 eta: 12:19:41 time: 0.3291 data_time: 0.0171 memory: 9201 grad_norm: 6.0469 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6876 loss: 1.6876 2022/08/16 10:46:01 - mmengine - INFO - Epoch(train) [220][1400/3757] lr: 5.0663e-03 eta: 12:19:09 time: 0.3351 data_time: 0.0180 memory: 9201 grad_norm: 6.2430 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5970 loss: 1.5970 2022/08/16 10:46:34 - mmengine - INFO - Epoch(train) [220][1500/3757] lr: 5.0663e-03 eta: 12:18:37 time: 0.3293 data_time: 0.0182 memory: 9201 grad_norm: 6.0946 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.8837 loss: 1.8837 2022/08/16 10:47:07 - mmengine - INFO - Epoch(train) [220][1600/3757] lr: 5.0663e-03 eta: 12:18:04 time: 0.3284 data_time: 0.0166 memory: 9201 grad_norm: 5.9706 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5515 loss: 1.5515 2022/08/16 10:47:40 - mmengine - INFO - Epoch(train) [220][1700/3757] lr: 5.0663e-03 eta: 12:17:32 time: 0.3320 data_time: 0.0190 memory: 9201 grad_norm: 5.8724 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6638 loss: 1.6638 2022/08/16 10:48:14 - mmengine - INFO - Epoch(train) [220][1800/3757] lr: 5.0663e-03 eta: 12:17:00 time: 0.3291 data_time: 0.0184 memory: 9201 grad_norm: 6.0691 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0179 loss: 2.0179 2022/08/16 10:48:47 - mmengine - INFO - Epoch(train) [220][1900/3757] lr: 5.0663e-03 eta: 12:16:28 time: 0.3289 data_time: 0.0166 memory: 9201 grad_norm: 5.7572 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.7709 loss: 1.7709 2022/08/16 10:49:21 - mmengine - INFO - Epoch(train) [220][2000/3757] lr: 5.0663e-03 eta: 12:15:56 time: 0.3298 data_time: 0.0176 memory: 9201 grad_norm: 5.8346 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5765 loss: 1.5765 2022/08/16 10:49:54 - mmengine - INFO - Epoch(train) [220][2100/3757] lr: 5.0663e-03 eta: 12:15:24 time: 0.3359 data_time: 0.0172 memory: 9201 grad_norm: 6.1037 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8869 loss: 1.8869 2022/08/16 10:50:28 - mmengine - INFO - Epoch(train) [220][2200/3757] lr: 5.0663e-03 eta: 12:14:52 time: 0.3283 data_time: 0.0171 memory: 9201 grad_norm: 5.9355 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4073 loss: 1.4073 2022/08/16 10:50:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 10:51:01 - mmengine - INFO - Epoch(train) [220][2300/3757] lr: 5.0663e-03 eta: 12:14:20 time: 0.3296 data_time: 0.0177 memory: 9201 grad_norm: 5.9462 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5960 loss: 1.5960 2022/08/16 10:51:34 - mmengine - INFO - Epoch(train) [220][2400/3757] lr: 5.0663e-03 eta: 12:13:48 time: 0.3308 data_time: 0.0185 memory: 9201 grad_norm: 6.0247 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6789 loss: 1.6789 2022/08/16 10:52:08 - mmengine - INFO - Epoch(train) [220][2500/3757] lr: 5.0663e-03 eta: 12:13:16 time: 0.3302 data_time: 0.0170 memory: 9201 grad_norm: 5.9294 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3720 loss: 1.3720 2022/08/16 10:52:41 - mmengine - INFO - Epoch(train) [220][2600/3757] lr: 5.0663e-03 eta: 12:12:44 time: 0.3295 data_time: 0.0177 memory: 9201 grad_norm: 6.0751 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8744 loss: 1.8744 2022/08/16 10:53:14 - mmengine - INFO - Epoch(train) [220][2700/3757] lr: 5.0663e-03 eta: 12:12:12 time: 0.3311 data_time: 0.0178 memory: 9201 grad_norm: 6.1632 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6334 loss: 1.6334 2022/08/16 10:53:48 - mmengine - INFO - Epoch(train) [220][2800/3757] lr: 5.0663e-03 eta: 12:11:40 time: 0.3274 data_time: 0.0172 memory: 9201 grad_norm: 6.1386 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6487 loss: 1.6487 2022/08/16 10:54:21 - mmengine - INFO - Epoch(train) [220][2900/3757] lr: 5.0663e-03 eta: 12:11:07 time: 0.3306 data_time: 0.0185 memory: 9201 grad_norm: 5.7630 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8438 loss: 1.8438 2022/08/16 10:54:55 - mmengine - INFO - Epoch(train) [220][3000/3757] lr: 5.0663e-03 eta: 12:10:35 time: 0.3419 data_time: 0.0182 memory: 9201 grad_norm: 5.8793 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5382 loss: 1.5382 2022/08/16 10:55:28 - mmengine - INFO - Epoch(train) [220][3100/3757] lr: 5.0663e-03 eta: 12:10:03 time: 0.3303 data_time: 0.0181 memory: 9201 grad_norm: 5.9815 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0347 loss: 2.0347 2022/08/16 10:56:01 - mmengine - INFO - Epoch(train) [220][3200/3757] lr: 5.0663e-03 eta: 12:09:31 time: 0.3285 data_time: 0.0179 memory: 9201 grad_norm: 5.9120 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6493 loss: 1.6493 2022/08/16 10:56:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 10:56:34 - mmengine - INFO - Epoch(train) [220][3300/3757] lr: 5.0663e-03 eta: 12:08:59 time: 0.3297 data_time: 0.0195 memory: 9201 grad_norm: 6.1914 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6718 loss: 1.6718 2022/08/16 10:57:08 - mmengine - INFO - Epoch(train) [220][3400/3757] lr: 5.0663e-03 eta: 12:08:27 time: 0.3296 data_time: 0.0178 memory: 9201 grad_norm: 6.0104 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5436 loss: 1.5436 2022/08/16 10:57:41 - mmengine - INFO - Epoch(train) [220][3500/3757] lr: 5.0663e-03 eta: 12:07:55 time: 0.3285 data_time: 0.0170 memory: 9201 grad_norm: 6.0505 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9427 loss: 1.9427 2022/08/16 10:58:14 - mmengine - INFO - Epoch(train) [220][3600/3757] lr: 5.0663e-03 eta: 12:07:23 time: 0.3291 data_time: 0.0170 memory: 9201 grad_norm: 6.1160 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9160 loss: 1.9160 2022/08/16 10:58:47 - mmengine - INFO - Epoch(train) [220][3700/3757] lr: 5.0663e-03 eta: 12:06:51 time: 0.3275 data_time: 0.0172 memory: 9201 grad_norm: 6.0147 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4523 loss: 1.4523 2022/08/16 10:59:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 10:59:06 - mmengine - INFO - Epoch(train) [220][3757/3757] lr: 5.0663e-03 eta: 12:06:38 time: 0.3130 data_time: 0.0164 memory: 9201 grad_norm: 6.1308 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 1.6888 loss: 1.6888 2022/08/16 10:59:06 - mmengine - INFO - Saving checkpoint at 220 epochs 2022/08/16 10:59:33 - mmengine - INFO - Epoch(val) [220][100/310] eta: 0:00:48 time: 0.2292 data_time: 0.1194 memory: 1522 2022/08/16 10:59:54 - mmengine - INFO - Epoch(val) [220][200/310] eta: 0:00:21 time: 0.1936 data_time: 0.0851 memory: 1522 2022/08/16 11:00:14 - mmengine - INFO - Epoch(val) [220][300/310] eta: 0:00:01 time: 0.1364 data_time: 0.0463 memory: 1522 2022/08/16 11:00:16 - mmengine - INFO - Epoch(val) [220][310/310] acc/top1: 0.6462 acc/top5: 0.8576 acc/mean1: 0.6461 2022/08/16 11:00:17 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb/best_acc/top1_epoch_216.pth is removed 2022/08/16 11:00:20 - mmengine - INFO - The best checkpoint with 0.6462 acc/top1 at 221 epoch is saved to best_acc/top1_epoch_221.pth. 2022/08/16 11:00:54 - mmengine - INFO - Epoch(train) [221][100/3757] lr: 4.8005e-03 eta: 12:06:00 time: 0.3304 data_time: 0.0176 memory: 9201 grad_norm: 5.8544 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4033 loss: 1.4033 2022/08/16 11:01:27 - mmengine - INFO - Epoch(train) [221][200/3757] lr: 4.8005e-03 eta: 12:05:27 time: 0.3299 data_time: 0.0179 memory: 9201 grad_norm: 5.9926 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 1.7592 loss: 1.7592 2022/08/16 11:02:00 - mmengine - INFO - Epoch(train) [221][300/3757] lr: 4.8005e-03 eta: 12:04:55 time: 0.3282 data_time: 0.0176 memory: 9201 grad_norm: 6.1131 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5779 loss: 1.5779 2022/08/16 11:02:34 - mmengine - INFO - Epoch(train) [221][400/3757] lr: 4.8005e-03 eta: 12:04:23 time: 0.3372 data_time: 0.0170 memory: 9201 grad_norm: 5.9437 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7153 loss: 1.7153 2022/08/16 11:02:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 11:03:07 - mmengine - INFO - Epoch(train) [221][500/3757] lr: 4.8005e-03 eta: 12:03:51 time: 0.3316 data_time: 0.0181 memory: 9201 grad_norm: 6.0074 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7674 loss: 1.7674 2022/08/16 11:03:41 - mmengine - INFO - Epoch(train) [221][600/3757] lr: 4.8005e-03 eta: 12:03:19 time: 0.3280 data_time: 0.0172 memory: 9201 grad_norm: 6.3696 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9758 loss: 1.9758 2022/08/16 11:04:14 - mmengine - INFO - Epoch(train) [221][700/3757] lr: 4.8005e-03 eta: 12:02:47 time: 0.3297 data_time: 0.0179 memory: 9201 grad_norm: 6.1089 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6029 loss: 1.6029 2022/08/16 11:04:47 - mmengine - INFO - Epoch(train) [221][800/3757] lr: 4.8005e-03 eta: 12:02:15 time: 0.3298 data_time: 0.0180 memory: 9201 grad_norm: 6.0171 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5503 loss: 1.5503 2022/08/16 11:05:20 - mmengine - INFO - Epoch(train) [221][900/3757] lr: 4.8005e-03 eta: 12:01:43 time: 0.3289 data_time: 0.0176 memory: 9201 grad_norm: 6.2001 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8386 loss: 1.8386 2022/08/16 11:05:53 - mmengine - INFO - Epoch(train) [221][1000/3757] lr: 4.8005e-03 eta: 12:01:11 time: 0.3294 data_time: 0.0178 memory: 9201 grad_norm: 6.0878 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9008 loss: 1.9008 2022/08/16 11:06:27 - mmengine - INFO - Epoch(train) [221][1100/3757] lr: 4.8005e-03 eta: 12:00:38 time: 0.3315 data_time: 0.0185 memory: 9201 grad_norm: 6.0378 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9800 loss: 1.9800 2022/08/16 11:07:00 - mmengine - INFO - Epoch(train) [221][1200/3757] lr: 4.8005e-03 eta: 12:00:06 time: 0.3287 data_time: 0.0187 memory: 9201 grad_norm: 6.0700 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7836 loss: 1.7836 2022/08/16 11:07:33 - mmengine - INFO - Epoch(train) [221][1300/3757] lr: 4.8005e-03 eta: 11:59:34 time: 0.3302 data_time: 0.0179 memory: 9201 grad_norm: 6.1766 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5586 loss: 1.5586 2022/08/16 11:08:07 - mmengine - INFO - Epoch(train) [221][1400/3757] lr: 4.8005e-03 eta: 11:59:02 time: 0.3279 data_time: 0.0178 memory: 9201 grad_norm: 6.1116 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9127 loss: 1.9127 2022/08/16 11:08:27 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 11:08:40 - mmengine - INFO - Epoch(train) [221][1500/3757] lr: 4.8005e-03 eta: 11:58:30 time: 0.3294 data_time: 0.0177 memory: 9201 grad_norm: 6.2531 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8948 loss: 1.8948 2022/08/16 11:09:13 - mmengine - INFO - Epoch(train) [221][1600/3757] lr: 4.8005e-03 eta: 11:57:58 time: 0.3331 data_time: 0.0193 memory: 9201 grad_norm: 6.1784 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5476 loss: 1.5476 2022/08/16 11:09:47 - mmengine - INFO - Epoch(train) [221][1700/3757] lr: 4.8005e-03 eta: 11:57:26 time: 0.3312 data_time: 0.0180 memory: 9201 grad_norm: 6.2590 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6871 loss: 1.6871 2022/08/16 11:10:20 - mmengine - INFO - Epoch(train) [221][1800/3757] lr: 4.8005e-03 eta: 11:56:54 time: 0.3287 data_time: 0.0171 memory: 9201 grad_norm: 6.2437 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8725 loss: 1.8725 2022/08/16 11:10:53 - mmengine - INFO - Epoch(train) [221][1900/3757] lr: 4.8005e-03 eta: 11:56:22 time: 0.3290 data_time: 0.0181 memory: 9201 grad_norm: 6.0411 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.9787 loss: 1.9787 2022/08/16 11:11:26 - mmengine - INFO - Epoch(train) [221][2000/3757] lr: 4.8005e-03 eta: 11:55:50 time: 0.3300 data_time: 0.0169 memory: 9201 grad_norm: 5.9941 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6295 loss: 1.6295 2022/08/16 11:12:00 - mmengine - INFO - Epoch(train) [221][2100/3757] lr: 4.8005e-03 eta: 11:55:17 time: 0.3277 data_time: 0.0174 memory: 9201 grad_norm: 6.0804 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6977 loss: 1.6977 2022/08/16 11:12:33 - mmengine - INFO - Epoch(train) [221][2200/3757] lr: 4.8005e-03 eta: 11:54:45 time: 0.3305 data_time: 0.0180 memory: 9201 grad_norm: 6.0335 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5389 loss: 1.5389 2022/08/16 11:13:06 - mmengine - INFO - Epoch(train) [221][2300/3757] lr: 4.8005e-03 eta: 11:54:13 time: 0.3282 data_time: 0.0177 memory: 9201 grad_norm: 6.1198 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0997 loss: 2.0997 2022/08/16 11:13:39 - mmengine - INFO - Epoch(train) [221][2400/3757] lr: 4.8005e-03 eta: 11:53:41 time: 0.3303 data_time: 0.0172 memory: 9201 grad_norm: 6.1321 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7153 loss: 1.7153 2022/08/16 11:13:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 11:14:13 - mmengine - INFO - Epoch(train) [221][2500/3757] lr: 4.8005e-03 eta: 11:53:09 time: 0.3330 data_time: 0.0181 memory: 9201 grad_norm: 6.1044 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5155 loss: 1.5155 2022/08/16 11:14:46 - mmengine - INFO - Epoch(train) [221][2600/3757] lr: 4.8005e-03 eta: 11:52:37 time: 0.3298 data_time: 0.0174 memory: 9201 grad_norm: 5.9879 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8006 loss: 1.8006 2022/08/16 11:15:19 - mmengine - INFO - Epoch(train) [221][2700/3757] lr: 4.8005e-03 eta: 11:52:05 time: 0.3292 data_time: 0.0176 memory: 9201 grad_norm: 6.0005 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7903 loss: 1.7903 2022/08/16 11:15:52 - mmengine - INFO - Epoch(train) [221][2800/3757] lr: 4.8005e-03 eta: 11:51:33 time: 0.3293 data_time: 0.0167 memory: 9201 grad_norm: 6.0076 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8998 loss: 1.8998 2022/08/16 11:16:26 - mmengine - INFO - Epoch(train) [221][2900/3757] lr: 4.8005e-03 eta: 11:51:01 time: 0.3306 data_time: 0.0176 memory: 9201 grad_norm: 6.0077 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9810 loss: 1.9810 2022/08/16 11:16:59 - mmengine - INFO - Epoch(train) [221][3000/3757] lr: 4.8005e-03 eta: 11:50:28 time: 0.3307 data_time: 0.0191 memory: 9201 grad_norm: 6.2433 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5602 loss: 1.5602 2022/08/16 11:17:32 - mmengine - INFO - Epoch(train) [221][3100/3757] lr: 4.8005e-03 eta: 11:49:56 time: 0.3331 data_time: 0.0180 memory: 9201 grad_norm: 6.4849 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.5546 loss: 1.5546 2022/08/16 11:18:06 - mmengine - INFO - Epoch(train) [221][3200/3757] lr: 4.8005e-03 eta: 11:49:24 time: 0.3282 data_time: 0.0184 memory: 9201 grad_norm: 5.8813 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7592 loss: 1.7592 2022/08/16 11:18:39 - mmengine - INFO - Epoch(train) [221][3300/3757] lr: 4.8005e-03 eta: 11:48:52 time: 0.3296 data_time: 0.0183 memory: 9201 grad_norm: 6.1229 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8051 loss: 1.8051 2022/08/16 11:19:12 - mmengine - INFO - Epoch(train) [221][3400/3757] lr: 4.8005e-03 eta: 11:48:20 time: 0.3296 data_time: 0.0175 memory: 9201 grad_norm: 6.1175 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9339 loss: 1.9339 2022/08/16 11:19:32 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 11:19:45 - mmengine - INFO - Epoch(train) [221][3500/3757] lr: 4.8005e-03 eta: 11:47:48 time: 0.3294 data_time: 0.0173 memory: 9201 grad_norm: 6.1961 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7040 loss: 1.7040 2022/08/16 11:20:19 - mmengine - INFO - Epoch(train) [221][3600/3757] lr: 4.8005e-03 eta: 11:47:16 time: 0.3290 data_time: 0.0173 memory: 9201 grad_norm: 6.1742 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.7406 loss: 1.7406 2022/08/16 11:20:52 - mmengine - INFO - Epoch(train) [221][3700/3757] lr: 4.8005e-03 eta: 11:46:44 time: 0.3279 data_time: 0.0181 memory: 9201 grad_norm: 6.2911 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5662 loss: 1.5662 2022/08/16 11:21:11 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 11:21:11 - mmengine - INFO - Epoch(train) [221][3757/3757] lr: 4.8005e-03 eta: 11:46:31 time: 0.3117 data_time: 0.0166 memory: 9201 grad_norm: 6.1673 top1_acc: 0.4286 top5_acc: 1.0000 loss_cls: 1.9164 loss: 1.9164 2022/08/16 11:21:46 - mmengine - INFO - Epoch(train) [222][100/3757] lr: 4.5416e-03 eta: 11:45:53 time: 0.3287 data_time: 0.0178 memory: 9201 grad_norm: 6.0685 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9393 loss: 1.9393 2022/08/16 11:22:19 - mmengine - INFO - Epoch(train) [222][200/3757] lr: 4.5416e-03 eta: 11:45:21 time: 0.3277 data_time: 0.0175 memory: 9201 grad_norm: 6.1845 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6638 loss: 1.6638 2022/08/16 11:22:53 - mmengine - INFO - Epoch(train) [222][300/3757] lr: 4.5416e-03 eta: 11:44:49 time: 0.3289 data_time: 0.0170 memory: 9201 grad_norm: 6.2410 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7595 loss: 1.7595 2022/08/16 11:23:26 - mmengine - INFO - Epoch(train) [222][400/3757] lr: 4.5416e-03 eta: 11:44:16 time: 0.3286 data_time: 0.0175 memory: 9201 grad_norm: 6.2856 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5370 loss: 1.5370 2022/08/16 11:23:59 - mmengine - INFO - Epoch(train) [222][500/3757] lr: 4.5416e-03 eta: 11:43:44 time: 0.3332 data_time: 0.0173 memory: 9201 grad_norm: 6.0985 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6026 loss: 1.6026 2022/08/16 11:24:33 - mmengine - INFO - Epoch(train) [222][600/3757] lr: 4.5416e-03 eta: 11:43:12 time: 0.3291 data_time: 0.0169 memory: 9201 grad_norm: 6.4829 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8053 loss: 1.8053 2022/08/16 11:25:06 - mmengine - INFO - Epoch(train) [222][700/3757] lr: 4.5416e-03 eta: 11:42:40 time: 0.3297 data_time: 0.0181 memory: 9201 grad_norm: 6.1078 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4761 loss: 1.4761 2022/08/16 11:25:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 11:25:39 - mmengine - INFO - Epoch(train) [222][800/3757] lr: 4.5416e-03 eta: 11:42:08 time: 0.3338 data_time: 0.0182 memory: 9201 grad_norm: 6.1264 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7862 loss: 1.7862 2022/08/16 11:26:12 - mmengine - INFO - Epoch(train) [222][900/3757] lr: 4.5416e-03 eta: 11:41:36 time: 0.3280 data_time: 0.0173 memory: 9201 grad_norm: 6.2126 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7560 loss: 1.7560 2022/08/16 11:26:46 - mmengine - INFO - Epoch(train) [222][1000/3757] lr: 4.5416e-03 eta: 11:41:04 time: 0.3286 data_time: 0.0179 memory: 9201 grad_norm: 6.1591 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6240 loss: 1.6240 2022/08/16 11:27:19 - mmengine - INFO - Epoch(train) [222][1100/3757] lr: 4.5416e-03 eta: 11:40:32 time: 0.3313 data_time: 0.0199 memory: 9201 grad_norm: 6.2276 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8471 loss: 1.8471 2022/08/16 11:27:53 - mmengine - INFO - Epoch(train) [222][1200/3757] lr: 4.5416e-03 eta: 11:40:00 time: 0.3285 data_time: 0.0174 memory: 9201 grad_norm: 6.2338 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5225 loss: 1.5225 2022/08/16 11:28:26 - mmengine - INFO - Epoch(train) [222][1300/3757] lr: 4.5416e-03 eta: 11:39:28 time: 0.3291 data_time: 0.0172 memory: 9201 grad_norm: 5.9301 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7068 loss: 1.7068 2022/08/16 11:28:59 - mmengine - INFO - Epoch(train) [222][1400/3757] lr: 4.5416e-03 eta: 11:38:55 time: 0.3316 data_time: 0.0175 memory: 9201 grad_norm: 6.2414 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7138 loss: 1.7138 2022/08/16 11:29:32 - mmengine - INFO - Epoch(train) [222][1500/3757] lr: 4.5416e-03 eta: 11:38:23 time: 0.3289 data_time: 0.0169 memory: 9201 grad_norm: 6.1358 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9319 loss: 1.9319 2022/08/16 11:30:06 - mmengine - INFO - Epoch(train) [222][1600/3757] lr: 4.5416e-03 eta: 11:37:51 time: 0.3314 data_time: 0.0175 memory: 9201 grad_norm: 6.2248 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6274 loss: 1.6274 2022/08/16 11:30:39 - mmengine - INFO - Epoch(train) [222][1700/3757] lr: 4.5416e-03 eta: 11:37:19 time: 0.3302 data_time: 0.0175 memory: 9201 grad_norm: 6.2315 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7447 loss: 1.7447 2022/08/16 11:30:40 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 11:31:12 - mmengine - INFO - Epoch(train) [222][1800/3757] lr: 4.5416e-03 eta: 11:36:47 time: 0.3298 data_time: 0.0191 memory: 9201 grad_norm: 6.1601 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5886 loss: 1.5886 2022/08/16 11:31:46 - mmengine - INFO - Epoch(train) [222][1900/3757] lr: 4.5416e-03 eta: 11:36:15 time: 0.3291 data_time: 0.0174 memory: 9201 grad_norm: 6.3445 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7636 loss: 1.7636 2022/08/16 11:32:19 - mmengine - INFO - Epoch(train) [222][2000/3757] lr: 4.5416e-03 eta: 11:35:43 time: 0.3304 data_time: 0.0172 memory: 9201 grad_norm: 6.1195 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8710 loss: 1.8710 2022/08/16 11:32:52 - mmengine - INFO - Epoch(train) [222][2100/3757] lr: 4.5416e-03 eta: 11:35:11 time: 0.3289 data_time: 0.0175 memory: 9201 grad_norm: 6.3817 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.6462 loss: 1.6462 2022/08/16 11:33:26 - mmengine - INFO - Epoch(train) [222][2200/3757] lr: 4.5416e-03 eta: 11:34:39 time: 0.3337 data_time: 0.0185 memory: 9201 grad_norm: 6.0346 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7058 loss: 1.7058 2022/08/16 11:33:59 - mmengine - INFO - Epoch(train) [222][2300/3757] lr: 4.5416e-03 eta: 11:34:06 time: 0.3297 data_time: 0.0177 memory: 9201 grad_norm: 6.1464 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8880 loss: 1.8880 2022/08/16 11:34:33 - mmengine - INFO - Epoch(train) [222][2400/3757] lr: 4.5416e-03 eta: 11:33:34 time: 0.3284 data_time: 0.0178 memory: 9201 grad_norm: 6.3685 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8957 loss: 1.8957 2022/08/16 11:35:06 - mmengine - INFO - Epoch(train) [222][2500/3757] lr: 4.5416e-03 eta: 11:33:02 time: 0.3338 data_time: 0.0178 memory: 9201 grad_norm: 6.2339 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6255 loss: 1.6255 2022/08/16 11:35:39 - mmengine - INFO - Epoch(train) [222][2600/3757] lr: 4.5416e-03 eta: 11:32:30 time: 0.3310 data_time: 0.0188 memory: 9201 grad_norm: 6.0216 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7529 loss: 1.7529 2022/08/16 11:36:13 - mmengine - INFO - Epoch(train) [222][2700/3757] lr: 4.5416e-03 eta: 11:31:58 time: 0.3312 data_time: 0.0180 memory: 9201 grad_norm: 6.4247 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7097 loss: 1.7097 2022/08/16 11:36:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 11:36:46 - mmengine - INFO - Epoch(train) [222][2800/3757] lr: 4.5416e-03 eta: 11:31:26 time: 0.3301 data_time: 0.0179 memory: 9201 grad_norm: 6.1998 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4317 loss: 1.4317 2022/08/16 11:37:19 - mmengine - INFO - Epoch(train) [222][2900/3757] lr: 4.5416e-03 eta: 11:30:54 time: 0.3364 data_time: 0.0179 memory: 9201 grad_norm: 6.0812 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7505 loss: 1.7505 2022/08/16 11:37:53 - mmengine - INFO - Epoch(train) [222][3000/3757] lr: 4.5416e-03 eta: 11:30:22 time: 0.3298 data_time: 0.0176 memory: 9201 grad_norm: 6.1548 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9557 loss: 1.9557 2022/08/16 11:38:26 - mmengine - INFO - Epoch(train) [222][3100/3757] lr: 4.5416e-03 eta: 11:29:50 time: 0.3340 data_time: 0.0179 memory: 9201 grad_norm: 6.3959 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8417 loss: 1.8417 2022/08/16 11:39:00 - mmengine - INFO - Epoch(train) [222][3200/3757] lr: 4.5416e-03 eta: 11:29:18 time: 0.3287 data_time: 0.0175 memory: 9201 grad_norm: 6.3354 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7921 loss: 1.7921 2022/08/16 11:39:33 - mmengine - INFO - Epoch(train) [222][3300/3757] lr: 4.5416e-03 eta: 11:28:46 time: 0.3296 data_time: 0.0178 memory: 9201 grad_norm: 6.4191 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6051 loss: 1.6051 2022/08/16 11:40:06 - mmengine - INFO - Epoch(train) [222][3400/3757] lr: 4.5416e-03 eta: 11:28:13 time: 0.3338 data_time: 0.0174 memory: 9201 grad_norm: 6.0706 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7661 loss: 1.7661 2022/08/16 11:40:39 - mmengine - INFO - Epoch(train) [222][3500/3757] lr: 4.5416e-03 eta: 11:27:41 time: 0.3296 data_time: 0.0176 memory: 9201 grad_norm: 6.3240 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6755 loss: 1.6755 2022/08/16 11:41:13 - mmengine - INFO - Epoch(train) [222][3600/3757] lr: 4.5416e-03 eta: 11:27:09 time: 0.3299 data_time: 0.0175 memory: 9201 grad_norm: 6.1260 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5099 loss: 1.5099 2022/08/16 11:41:46 - mmengine - INFO - Epoch(train) [222][3700/3757] lr: 4.5416e-03 eta: 11:26:37 time: 0.3312 data_time: 0.0184 memory: 9201 grad_norm: 6.2486 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8083 loss: 1.8083 2022/08/16 11:41:47 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 11:42:05 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 11:42:05 - mmengine - INFO - Epoch(train) [222][3757/3757] lr: 4.5416e-03 eta: 11:26:24 time: 0.3129 data_time: 0.0160 memory: 9201 grad_norm: 6.2803 top1_acc: 0.4286 top5_acc: 0.4286 loss_cls: 1.9539 loss: 1.9539 2022/08/16 11:42:41 - mmengine - INFO - Epoch(train) [223][100/3757] lr: 4.2895e-03 eta: 11:25:46 time: 0.3290 data_time: 0.0199 memory: 9201 grad_norm: 6.2466 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6341 loss: 1.6341 2022/08/16 11:43:14 - mmengine - INFO - Epoch(train) [223][200/3757] lr: 4.2895e-03 eta: 11:25:14 time: 0.3282 data_time: 0.0174 memory: 9201 grad_norm: 6.2076 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.7031 loss: 1.7031 2022/08/16 11:43:48 - mmengine - INFO - Epoch(train) [223][300/3757] lr: 4.2895e-03 eta: 11:24:42 time: 0.3352 data_time: 0.0187 memory: 9201 grad_norm: 6.5242 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7656 loss: 1.7656 2022/08/16 11:44:21 - mmengine - INFO - Epoch(train) [223][400/3757] lr: 4.2895e-03 eta: 11:24:10 time: 0.3280 data_time: 0.0180 memory: 9201 grad_norm: 6.1703 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7638 loss: 1.7638 2022/08/16 11:44:54 - mmengine - INFO - Epoch(train) [223][500/3757] lr: 4.2895e-03 eta: 11:23:38 time: 0.3289 data_time: 0.0167 memory: 9201 grad_norm: 6.1279 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8574 loss: 1.8574 2022/08/16 11:45:28 - mmengine - INFO - Epoch(train) [223][600/3757] lr: 4.2895e-03 eta: 11:23:06 time: 0.3317 data_time: 0.0201 memory: 9201 grad_norm: 6.5173 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5894 loss: 1.5894 2022/08/16 11:46:01 - mmengine - INFO - Epoch(train) [223][700/3757] lr: 4.2895e-03 eta: 11:22:34 time: 0.3325 data_time: 0.0175 memory: 9201 grad_norm: 6.3555 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.7067 loss: 1.7067 2022/08/16 11:46:34 - mmengine - INFO - Epoch(train) [223][800/3757] lr: 4.2895e-03 eta: 11:22:01 time: 0.3289 data_time: 0.0171 memory: 9201 grad_norm: 6.3123 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6791 loss: 1.6791 2022/08/16 11:47:08 - mmengine - INFO - Epoch(train) [223][900/3757] lr: 4.2895e-03 eta: 11:21:29 time: 0.3318 data_time: 0.0183 memory: 9201 grad_norm: 6.4973 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6929 loss: 1.6929 2022/08/16 11:47:23 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 11:47:41 - mmengine - INFO - Epoch(train) [223][1000/3757] lr: 4.2895e-03 eta: 11:20:57 time: 0.3310 data_time: 0.0185 memory: 9201 grad_norm: 6.4877 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6330 loss: 1.6330 2022/08/16 11:48:14 - mmengine - INFO - Epoch(train) [223][1100/3757] lr: 4.2895e-03 eta: 11:20:25 time: 0.3291 data_time: 0.0172 memory: 9201 grad_norm: 6.4407 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7885 loss: 1.7885 2022/08/16 11:48:48 - mmengine - INFO - Epoch(train) [223][1200/3757] lr: 4.2895e-03 eta: 11:19:53 time: 0.3330 data_time: 0.0186 memory: 9201 grad_norm: 6.4428 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6975 loss: 1.6975 2022/08/16 11:49:21 - mmengine - INFO - Epoch(train) [223][1300/3757] lr: 4.2895e-03 eta: 11:19:21 time: 0.3299 data_time: 0.0173 memory: 9201 grad_norm: 6.3538 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8264 loss: 1.8264 2022/08/16 11:49:55 - mmengine - INFO - Epoch(train) [223][1400/3757] lr: 4.2895e-03 eta: 11:18:49 time: 0.3285 data_time: 0.0166 memory: 9201 grad_norm: 6.2339 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7120 loss: 1.7120 2022/08/16 11:50:28 - mmengine - INFO - Epoch(train) [223][1500/3757] lr: 4.2895e-03 eta: 11:18:17 time: 0.3338 data_time: 0.0185 memory: 9201 grad_norm: 6.3877 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8439 loss: 1.8439 2022/08/16 11:51:01 - mmengine - INFO - Epoch(train) [223][1600/3757] lr: 4.2895e-03 eta: 11:17:45 time: 0.3397 data_time: 0.0187 memory: 9201 grad_norm: 6.6136 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7314 loss: 1.7314 2022/08/16 11:51:35 - mmengine - INFO - Epoch(train) [223][1700/3757] lr: 4.2895e-03 eta: 11:17:13 time: 0.3303 data_time: 0.0182 memory: 9201 grad_norm: 6.1156 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7117 loss: 1.7117 2022/08/16 11:52:08 - mmengine - INFO - Epoch(train) [223][1800/3757] lr: 4.2895e-03 eta: 11:16:40 time: 0.3317 data_time: 0.0174 memory: 9201 grad_norm: 5.9892 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4717 loss: 1.4717 2022/08/16 11:52:42 - mmengine - INFO - Epoch(train) [223][1900/3757] lr: 4.2895e-03 eta: 11:16:08 time: 0.3304 data_time: 0.0178 memory: 9201 grad_norm: 6.3042 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7485 loss: 1.7485 2022/08/16 11:52:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 11:53:15 - mmengine - INFO - Epoch(train) [223][2000/3757] lr: 4.2895e-03 eta: 11:15:36 time: 0.3290 data_time: 0.0169 memory: 9201 grad_norm: 6.6021 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8269 loss: 1.8269 2022/08/16 11:53:48 - mmengine - INFO - Epoch(train) [223][2100/3757] lr: 4.2895e-03 eta: 11:15:04 time: 0.3326 data_time: 0.0187 memory: 9201 grad_norm: 6.5570 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4867 loss: 1.4867 2022/08/16 11:54:22 - mmengine - INFO - Epoch(train) [223][2200/3757] lr: 4.2895e-03 eta: 11:14:32 time: 0.3340 data_time: 0.0193 memory: 9201 grad_norm: 6.3016 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8341 loss: 1.8341 2022/08/16 11:54:55 - mmengine - INFO - Epoch(train) [223][2300/3757] lr: 4.2895e-03 eta: 11:14:00 time: 0.3293 data_time: 0.0180 memory: 9201 grad_norm: 6.3230 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7232 loss: 1.7232 2022/08/16 11:55:28 - mmengine - INFO - Epoch(train) [223][2400/3757] lr: 4.2895e-03 eta: 11:13:28 time: 0.3328 data_time: 0.0193 memory: 9201 grad_norm: 6.2480 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7236 loss: 1.7236 2022/08/16 11:56:02 - mmengine - INFO - Epoch(train) [223][2500/3757] lr: 4.2895e-03 eta: 11:12:56 time: 0.3305 data_time: 0.0184 memory: 9201 grad_norm: 6.3686 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8950 loss: 1.8950 2022/08/16 11:56:35 - mmengine - INFO - Epoch(train) [223][2600/3757] lr: 4.2895e-03 eta: 11:12:24 time: 0.3301 data_time: 0.0177 memory: 9201 grad_norm: 6.1917 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3530 loss: 1.3530 2022/08/16 11:57:09 - mmengine - INFO - Epoch(train) [223][2700/3757] lr: 4.2895e-03 eta: 11:11:51 time: 0.3319 data_time: 0.0188 memory: 9201 grad_norm: 6.3222 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5844 loss: 1.5844 2022/08/16 11:57:42 - mmengine - INFO - Epoch(train) [223][2800/3757] lr: 4.2895e-03 eta: 11:11:19 time: 0.3369 data_time: 0.0186 memory: 9201 grad_norm: 6.3492 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7272 loss: 1.7272 2022/08/16 11:58:15 - mmengine - INFO - Epoch(train) [223][2900/3757] lr: 4.2895e-03 eta: 11:10:47 time: 0.3286 data_time: 0.0176 memory: 9201 grad_norm: 6.5677 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9425 loss: 1.9425 2022/08/16 11:58:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 11:58:49 - mmengine - INFO - Epoch(train) [223][3000/3757] lr: 4.2895e-03 eta: 11:10:15 time: 0.3324 data_time: 0.0185 memory: 9201 grad_norm: 6.4301 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7288 loss: 1.7288 2022/08/16 11:59:22 - mmengine - INFO - Epoch(train) [223][3100/3757] lr: 4.2895e-03 eta: 11:09:43 time: 0.3296 data_time: 0.0174 memory: 9201 grad_norm: 6.1051 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8490 loss: 1.8490 2022/08/16 11:59:55 - mmengine - INFO - Epoch(train) [223][3200/3757] lr: 4.2895e-03 eta: 11:09:11 time: 0.3273 data_time: 0.0186 memory: 9201 grad_norm: 6.4296 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5861 loss: 1.5861 2022/08/16 12:00:31 - mmengine - INFO - Epoch(train) [223][3300/3757] lr: 4.2895e-03 eta: 11:08:39 time: 0.3307 data_time: 0.0182 memory: 9201 grad_norm: 6.6189 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0388 loss: 2.0388 2022/08/16 12:01:05 - mmengine - INFO - Epoch(train) [223][3400/3757] lr: 4.2895e-03 eta: 11:08:07 time: 0.3293 data_time: 0.0185 memory: 9201 grad_norm: 6.3962 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7435 loss: 1.7435 2022/08/16 12:01:38 - mmengine - INFO - Epoch(train) [223][3500/3757] lr: 4.2895e-03 eta: 11:07:35 time: 0.3301 data_time: 0.0171 memory: 9201 grad_norm: 6.1166 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7543 loss: 1.7543 2022/08/16 12:02:11 - mmengine - INFO - Epoch(train) [223][3600/3757] lr: 4.2895e-03 eta: 11:07:03 time: 0.3298 data_time: 0.0178 memory: 9201 grad_norm: 6.3519 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7929 loss: 1.7929 2022/08/16 12:02:45 - mmengine - INFO - Epoch(train) [223][3700/3757] lr: 4.2895e-03 eta: 11:06:31 time: 0.3307 data_time: 0.0180 memory: 9201 grad_norm: 6.4594 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8226 loss: 1.8226 2022/08/16 12:03:03 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 12:03:03 - mmengine - INFO - Epoch(train) [223][3757/3757] lr: 4.2895e-03 eta: 11:06:18 time: 0.3125 data_time: 0.0168 memory: 9201 grad_norm: 6.5282 top1_acc: 0.7143 top5_acc: 1.0000 loss_cls: 1.9267 loss: 1.9267 2022/08/16 12:03:39 - mmengine - INFO - Epoch(train) [224][100/3757] lr: 4.0443e-03 eta: 11:05:40 time: 0.3294 data_time: 0.0179 memory: 9201 grad_norm: 6.3872 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8204 loss: 1.8204 2022/08/16 12:04:12 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 12:04:15 - mmengine - INFO - Epoch(train) [224][200/3757] lr: 4.0443e-03 eta: 11:05:08 time: 0.4783 data_time: 0.0174 memory: 9201 grad_norm: 6.3794 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0048 loss: 2.0048 2022/08/16 12:04:49 - mmengine - INFO - Epoch(train) [224][300/3757] lr: 4.0443e-03 eta: 11:04:36 time: 0.3310 data_time: 0.0183 memory: 9201 grad_norm: 6.2683 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7044 loss: 1.7044 2022/08/16 12:05:22 - mmengine - INFO - Epoch(train) [224][400/3757] lr: 4.0443e-03 eta: 11:04:04 time: 0.3297 data_time: 0.0186 memory: 9201 grad_norm: 6.4453 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5872 loss: 1.5872 2022/08/16 12:05:56 - mmengine - INFO - Epoch(train) [224][500/3757] lr: 4.0443e-03 eta: 11:03:32 time: 0.3286 data_time: 0.0186 memory: 9201 grad_norm: 6.5420 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2354 loss: 1.2354 2022/08/16 12:06:29 - mmengine - INFO - Epoch(train) [224][600/3757] lr: 4.0443e-03 eta: 11:03:00 time: 0.3335 data_time: 0.0185 memory: 9201 grad_norm: 6.1197 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5801 loss: 1.5801 2022/08/16 12:07:02 - mmengine - INFO - Epoch(train) [224][700/3757] lr: 4.0443e-03 eta: 11:02:28 time: 0.3289 data_time: 0.0181 memory: 9201 grad_norm: 6.5474 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8706 loss: 1.8706 2022/08/16 12:07:36 - mmengine - INFO - Epoch(train) [224][800/3757] lr: 4.0443e-03 eta: 11:01:55 time: 0.3287 data_time: 0.0170 memory: 9201 grad_norm: 6.6079 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8796 loss: 1.8796 2022/08/16 12:08:09 - mmengine - INFO - Epoch(train) [224][900/3757] lr: 4.0443e-03 eta: 11:01:23 time: 0.3307 data_time: 0.0172 memory: 9201 grad_norm: 6.4048 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6527 loss: 1.6527 2022/08/16 12:08:42 - mmengine - INFO - Epoch(train) [224][1000/3757] lr: 4.0443e-03 eta: 11:00:51 time: 0.3294 data_time: 0.0166 memory: 9201 grad_norm: 6.2386 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5881 loss: 1.5881 2022/08/16 12:09:16 - mmengine - INFO - Epoch(train) [224][1100/3757] lr: 4.0443e-03 eta: 11:00:19 time: 0.3285 data_time: 0.0174 memory: 9201 grad_norm: 6.3425 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5308 loss: 1.5308 2022/08/16 12:09:45 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 12:09:49 - mmengine - INFO - Epoch(train) [224][1200/3757] lr: 4.0443e-03 eta: 10:59:47 time: 0.3317 data_time: 0.0193 memory: 9201 grad_norm: 6.5203 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8189 loss: 1.8189 2022/08/16 12:10:22 - mmengine - INFO - Epoch(train) [224][1300/3757] lr: 4.0443e-03 eta: 10:59:15 time: 0.3309 data_time: 0.0179 memory: 9201 grad_norm: 6.1261 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.7256 loss: 1.7256 2022/08/16 12:10:56 - mmengine - INFO - Epoch(train) [224][1400/3757] lr: 4.0443e-03 eta: 10:58:43 time: 0.3269 data_time: 0.0179 memory: 9201 grad_norm: 6.6405 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6094 loss: 1.6094 2022/08/16 12:11:29 - mmengine - INFO - Epoch(train) [224][1500/3757] lr: 4.0443e-03 eta: 10:58:11 time: 0.3307 data_time: 0.0178 memory: 9201 grad_norm: 6.5461 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0477 loss: 2.0477 2022/08/16 12:12:02 - mmengine - INFO - Epoch(train) [224][1600/3757] lr: 4.0443e-03 eta: 10:57:39 time: 0.3303 data_time: 0.0176 memory: 9201 grad_norm: 6.3669 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6585 loss: 1.6585 2022/08/16 12:12:36 - mmengine - INFO - Epoch(train) [224][1700/3757] lr: 4.0443e-03 eta: 10:57:06 time: 0.3313 data_time: 0.0172 memory: 9201 grad_norm: 6.4750 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4100 loss: 1.4100 2022/08/16 12:13:09 - mmengine - INFO - Epoch(train) [224][1800/3757] lr: 4.0443e-03 eta: 10:56:34 time: 0.3337 data_time: 0.0183 memory: 9201 grad_norm: 6.3498 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7735 loss: 1.7735 2022/08/16 12:13:43 - mmengine - INFO - Epoch(train) [224][1900/3757] lr: 4.0443e-03 eta: 10:56:02 time: 0.3284 data_time: 0.0173 memory: 9201 grad_norm: 6.4328 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6109 loss: 1.6109 2022/08/16 12:14:16 - mmengine - INFO - Epoch(train) [224][2000/3757] lr: 4.0443e-03 eta: 10:55:30 time: 0.3294 data_time: 0.0162 memory: 9201 grad_norm: 6.4818 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5143 loss: 1.5143 2022/08/16 12:14:49 - mmengine - INFO - Epoch(train) [224][2100/3757] lr: 4.0443e-03 eta: 10:54:58 time: 0.3292 data_time: 0.0181 memory: 9201 grad_norm: 6.3839 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7233 loss: 1.7233 2022/08/16 12:15:19 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 12:15:23 - mmengine - INFO - Epoch(train) [224][2200/3757] lr: 4.0443e-03 eta: 10:54:26 time: 0.3312 data_time: 0.0175 memory: 9201 grad_norm: 6.1880 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7071 loss: 1.7071 2022/08/16 12:15:56 - mmengine - INFO - Epoch(train) [224][2300/3757] lr: 4.0443e-03 eta: 10:53:54 time: 0.3300 data_time: 0.0185 memory: 9201 grad_norm: 6.4479 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8722 loss: 1.8722 2022/08/16 12:16:29 - mmengine - INFO - Epoch(train) [224][2400/3757] lr: 4.0443e-03 eta: 10:53:22 time: 0.3320 data_time: 0.0187 memory: 9201 grad_norm: 6.3123 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7945 loss: 1.7945 2022/08/16 12:17:03 - mmengine - INFO - Epoch(train) [224][2500/3757] lr: 4.0443e-03 eta: 10:52:49 time: 0.3329 data_time: 0.0184 memory: 9201 grad_norm: 6.2757 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5712 loss: 1.5712 2022/08/16 12:17:36 - mmengine - INFO - Epoch(train) [224][2600/3757] lr: 4.0443e-03 eta: 10:52:17 time: 0.3287 data_time: 0.0164 memory: 9201 grad_norm: 6.3349 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.4923 loss: 1.4923 2022/08/16 12:18:09 - mmengine - INFO - Epoch(train) [224][2700/3757] lr: 4.0443e-03 eta: 10:51:45 time: 0.3371 data_time: 0.0182 memory: 9201 grad_norm: 6.3702 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 1.5840 loss: 1.5840 2022/08/16 12:18:43 - mmengine - INFO - Epoch(train) [224][2800/3757] lr: 4.0443e-03 eta: 10:51:13 time: 0.3313 data_time: 0.0169 memory: 9201 grad_norm: 6.3496 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7942 loss: 1.7942 2022/08/16 12:19:16 - mmengine - INFO - Epoch(train) [224][2900/3757] lr: 4.0443e-03 eta: 10:50:41 time: 0.3304 data_time: 0.0179 memory: 9201 grad_norm: 6.4435 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9454 loss: 1.9454 2022/08/16 12:19:49 - mmengine - INFO - Epoch(train) [224][3000/3757] lr: 4.0443e-03 eta: 10:50:09 time: 0.3312 data_time: 0.0182 memory: 9201 grad_norm: 6.5983 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7520 loss: 1.7520 2022/08/16 12:20:23 - mmengine - INFO - Epoch(train) [224][3100/3757] lr: 4.0443e-03 eta: 10:49:37 time: 0.3294 data_time: 0.0176 memory: 9201 grad_norm: 6.8184 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6997 loss: 1.6997 2022/08/16 12:20:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 12:20:56 - mmengine - INFO - Epoch(train) [224][3200/3757] lr: 4.0443e-03 eta: 10:49:05 time: 0.3286 data_time: 0.0169 memory: 9201 grad_norm: 6.4379 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8275 loss: 1.8275 2022/08/16 12:21:29 - mmengine - INFO - Epoch(train) [224][3300/3757] lr: 4.0443e-03 eta: 10:48:32 time: 0.3316 data_time: 0.0174 memory: 9201 grad_norm: 6.5113 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7305 loss: 1.7305 2022/08/16 12:22:03 - mmengine - INFO - Epoch(train) [224][3400/3757] lr: 4.0443e-03 eta: 10:48:00 time: 0.3371 data_time: 0.0189 memory: 9201 grad_norm: 6.4491 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5984 loss: 1.5984 2022/08/16 12:22:36 - mmengine - INFO - Epoch(train) [224][3500/3757] lr: 4.0443e-03 eta: 10:47:28 time: 0.3282 data_time: 0.0172 memory: 9201 grad_norm: 6.4837 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9532 loss: 1.9532 2022/08/16 12:23:10 - mmengine - INFO - Epoch(train) [224][3600/3757] lr: 4.0443e-03 eta: 10:46:56 time: 0.3291 data_time: 0.0174 memory: 9201 grad_norm: 6.4867 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5884 loss: 1.5884 2022/08/16 12:23:43 - mmengine - INFO - Epoch(train) [224][3700/3757] lr: 4.0443e-03 eta: 10:46:24 time: 0.3365 data_time: 0.0187 memory: 9201 grad_norm: 6.6547 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5611 loss: 1.5611 2022/08/16 12:24:02 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 12:24:02 - mmengine - INFO - Epoch(train) [224][3757/3757] lr: 4.0443e-03 eta: 10:46:11 time: 0.3177 data_time: 0.0178 memory: 9201 grad_norm: 6.3419 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 1.5965 loss: 1.5965 2022/08/16 12:24:02 - mmengine - INFO - Saving checkpoint at 224 epochs 2022/08/16 12:24:40 - mmengine - INFO - Epoch(train) [225][100/3757] lr: 3.8060e-03 eta: 10:45:33 time: 0.3311 data_time: 0.0176 memory: 9201 grad_norm: 6.4021 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6306 loss: 1.6306 2022/08/16 12:25:13 - mmengine - INFO - Epoch(train) [225][200/3757] lr: 3.8060e-03 eta: 10:45:01 time: 0.3286 data_time: 0.0178 memory: 9201 grad_norm: 6.4560 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8276 loss: 1.8276 2022/08/16 12:25:47 - mmengine - INFO - Epoch(train) [225][300/3757] lr: 3.8060e-03 eta: 10:44:29 time: 0.3290 data_time: 0.0181 memory: 9201 grad_norm: 6.4077 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7770 loss: 1.7770 2022/08/16 12:26:20 - mmengine - INFO - Epoch(train) [225][400/3757] lr: 3.8060e-03 eta: 10:43:57 time: 0.3316 data_time: 0.0189 memory: 9201 grad_norm: 6.3529 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5354 loss: 1.5354 2022/08/16 12:26:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 12:26:53 - mmengine - INFO - Epoch(train) [225][500/3757] lr: 3.8060e-03 eta: 10:43:24 time: 0.3303 data_time: 0.0178 memory: 9201 grad_norm: 6.4421 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.7232 loss: 1.7232 2022/08/16 12:27:27 - mmengine - INFO - Epoch(train) [225][600/3757] lr: 3.8060e-03 eta: 10:42:52 time: 0.3296 data_time: 0.0172 memory: 9201 grad_norm: 6.2382 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7420 loss: 1.7420 2022/08/16 12:28:00 - mmengine - INFO - Epoch(train) [225][700/3757] lr: 3.8060e-03 eta: 10:42:20 time: 0.3318 data_time: 0.0196 memory: 9201 grad_norm: 6.1819 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8912 loss: 1.8912 2022/08/16 12:28:33 - mmengine - INFO - Epoch(train) [225][800/3757] lr: 3.8060e-03 eta: 10:41:48 time: 0.3310 data_time: 0.0176 memory: 9201 grad_norm: 6.3484 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6190 loss: 1.6190 2022/08/16 12:29:07 - mmengine - INFO - Epoch(train) [225][900/3757] lr: 3.8060e-03 eta: 10:41:16 time: 0.3301 data_time: 0.0183 memory: 9201 grad_norm: 6.3012 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6632 loss: 1.6632 2022/08/16 12:29:40 - mmengine - INFO - Epoch(train) [225][1000/3757] lr: 3.8060e-03 eta: 10:40:44 time: 0.3307 data_time: 0.0168 memory: 9201 grad_norm: 6.2858 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6953 loss: 1.6953 2022/08/16 12:30:14 - mmengine - INFO - Epoch(train) [225][1100/3757] lr: 3.8060e-03 eta: 10:40:12 time: 0.3292 data_time: 0.0185 memory: 9201 grad_norm: 6.4475 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6855 loss: 1.6855 2022/08/16 12:30:47 - mmengine - INFO - Epoch(train) [225][1200/3757] lr: 3.8060e-03 eta: 10:39:40 time: 0.3299 data_time: 0.0170 memory: 9201 grad_norm: 6.5263 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7162 loss: 1.7162 2022/08/16 12:31:20 - mmengine - INFO - Epoch(train) [225][1300/3757] lr: 3.8060e-03 eta: 10:39:07 time: 0.3324 data_time: 0.0188 memory: 9201 grad_norm: 6.3098 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6004 loss: 1.6004 2022/08/16 12:31:54 - mmengine - INFO - Epoch(train) [225][1400/3757] lr: 3.8060e-03 eta: 10:38:35 time: 0.3333 data_time: 0.0175 memory: 9201 grad_norm: 6.4425 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7774 loss: 1.7774 2022/08/16 12:32:04 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 12:32:27 - mmengine - INFO - Epoch(train) [225][1500/3757] lr: 3.8060e-03 eta: 10:38:03 time: 0.3296 data_time: 0.0172 memory: 9201 grad_norm: 6.6334 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5920 loss: 1.5920 2022/08/16 12:33:01 - mmengine - INFO - Epoch(train) [225][1600/3757] lr: 3.8060e-03 eta: 10:37:31 time: 0.3297 data_time: 0.0195 memory: 9201 grad_norm: 6.3449 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7058 loss: 1.7058 2022/08/16 12:33:35 - mmengine - INFO - Epoch(train) [225][1700/3757] lr: 3.8060e-03 eta: 10:36:59 time: 0.3709 data_time: 0.0174 memory: 9201 grad_norm: 6.5512 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7701 loss: 1.7701 2022/08/16 12:34:09 - mmengine - INFO - Epoch(train) [225][1800/3757] lr: 3.8060e-03 eta: 10:36:27 time: 0.3280 data_time: 0.0176 memory: 9201 grad_norm: 6.2740 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5087 loss: 1.5087 2022/08/16 12:34:42 - mmengine - INFO - Epoch(train) [225][1900/3757] lr: 3.8060e-03 eta: 10:35:55 time: 0.3289 data_time: 0.0177 memory: 9201 grad_norm: 6.3284 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7401 loss: 1.7401 2022/08/16 12:35:16 - mmengine - INFO - Epoch(train) [225][2000/3757] lr: 3.8060e-03 eta: 10:35:23 time: 0.3332 data_time: 0.0180 memory: 9201 grad_norm: 6.5364 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6347 loss: 1.6347 2022/08/16 12:35:49 - mmengine - INFO - Epoch(train) [225][2100/3757] lr: 3.8060e-03 eta: 10:34:51 time: 0.3293 data_time: 0.0167 memory: 9201 grad_norm: 6.5144 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6426 loss: 1.6426 2022/08/16 12:36:23 - mmengine - INFO - Epoch(train) [225][2200/3757] lr: 3.8060e-03 eta: 10:34:19 time: 0.3271 data_time: 0.0164 memory: 9201 grad_norm: 6.4757 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6900 loss: 1.6900 2022/08/16 12:36:56 - mmengine - INFO - Epoch(train) [225][2300/3757] lr: 3.8060e-03 eta: 10:33:46 time: 0.3318 data_time: 0.0194 memory: 9201 grad_norm: 6.3587 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6058 loss: 1.6058 2022/08/16 12:37:29 - mmengine - INFO - Epoch(train) [225][2400/3757] lr: 3.8060e-03 eta: 10:33:14 time: 0.3287 data_time: 0.0171 memory: 9201 grad_norm: 6.5417 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8334 loss: 1.8334 2022/08/16 12:37:40 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 12:38:03 - mmengine - INFO - Epoch(train) [225][2500/3757] lr: 3.8060e-03 eta: 10:32:42 time: 0.3299 data_time: 0.0180 memory: 9201 grad_norm: 6.4993 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4804 loss: 1.4804 2022/08/16 12:38:36 - mmengine - INFO - Epoch(train) [225][2600/3757] lr: 3.8060e-03 eta: 10:32:10 time: 0.3318 data_time: 0.0190 memory: 9201 grad_norm: 6.7207 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5474 loss: 1.5474 2022/08/16 12:39:09 - mmengine - INFO - Epoch(train) [225][2700/3757] lr: 3.8060e-03 eta: 10:31:38 time: 0.3292 data_time: 0.0168 memory: 9201 grad_norm: 6.7960 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6312 loss: 1.6312 2022/08/16 12:39:43 - mmengine - INFO - Epoch(train) [225][2800/3757] lr: 3.8060e-03 eta: 10:31:06 time: 0.3282 data_time: 0.0179 memory: 9201 grad_norm: 6.6019 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7381 loss: 1.7381 2022/08/16 12:40:16 - mmengine - INFO - Epoch(train) [225][2900/3757] lr: 3.8060e-03 eta: 10:30:34 time: 0.3322 data_time: 0.0184 memory: 9201 grad_norm: 6.4887 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.6652 loss: 1.6652 2022/08/16 12:40:50 - mmengine - INFO - Epoch(train) [225][3000/3757] lr: 3.8060e-03 eta: 10:30:02 time: 0.3293 data_time: 0.0175 memory: 9201 grad_norm: 6.5414 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6215 loss: 1.6215 2022/08/16 12:41:23 - mmengine - INFO - Epoch(train) [225][3100/3757] lr: 3.8060e-03 eta: 10:29:29 time: 0.3307 data_time: 0.0189 memory: 9201 grad_norm: 6.4450 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5763 loss: 1.5763 2022/08/16 12:41:56 - mmengine - INFO - Epoch(train) [225][3200/3757] lr: 3.8060e-03 eta: 10:28:57 time: 0.3291 data_time: 0.0180 memory: 9201 grad_norm: 6.4112 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5809 loss: 1.5809 2022/08/16 12:42:29 - mmengine - INFO - Epoch(train) [225][3300/3757] lr: 3.8060e-03 eta: 10:28:25 time: 0.3286 data_time: 0.0170 memory: 9201 grad_norm: 6.5454 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5523 loss: 1.5523 2022/08/16 12:43:03 - mmengine - INFO - Epoch(train) [225][3400/3757] lr: 3.8060e-03 eta: 10:27:53 time: 0.3319 data_time: 0.0187 memory: 9201 grad_norm: 6.3601 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5634 loss: 1.5634 2022/08/16 12:43:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 12:43:36 - mmengine - INFO - Epoch(train) [225][3500/3757] lr: 3.8060e-03 eta: 10:27:21 time: 0.3317 data_time: 0.0186 memory: 9201 grad_norm: 6.4951 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4009 loss: 1.4009 2022/08/16 12:44:09 - mmengine - INFO - Epoch(train) [225][3600/3757] lr: 3.8060e-03 eta: 10:26:49 time: 0.3300 data_time: 0.0181 memory: 9201 grad_norm: 6.4378 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4825 loss: 1.4825 2022/08/16 12:44:43 - mmengine - INFO - Epoch(train) [225][3700/3757] lr: 3.8060e-03 eta: 10:26:17 time: 0.3283 data_time: 0.0172 memory: 9201 grad_norm: 6.6724 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6898 loss: 1.6898 2022/08/16 12:45:02 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 12:45:02 - mmengine - INFO - Epoch(train) [225][3757/3757] lr: 3.8060e-03 eta: 10:26:04 time: 0.3142 data_time: 0.0175 memory: 9201 grad_norm: 6.7655 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 1.8112 loss: 1.8112 2022/08/16 12:45:24 - mmengine - INFO - Epoch(val) [225][100/310] eta: 0:00:45 time: 0.2180 data_time: 0.0948 memory: 1522 2022/08/16 12:45:45 - mmengine - INFO - Epoch(val) [225][200/310] eta: 0:00:20 time: 0.1883 data_time: 0.0773 memory: 1522 2022/08/16 12:46:06 - mmengine - INFO - Epoch(val) [225][300/310] eta: 0:00:02 time: 0.2101 data_time: 0.1009 memory: 1522 2022/08/16 12:46:11 - mmengine - INFO - Epoch(val) [225][310/310] acc/top1: 0.6570 acc/top5: 0.8638 acc/mean1: 0.6569 2022/08/16 12:46:11 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb/best_acc/top1_epoch_221.pth is removed 2022/08/16 12:46:14 - mmengine - INFO - The best checkpoint with 0.6570 acc/top1 at 226 epoch is saved to best_acc/top1_epoch_226.pth. 2022/08/16 12:46:48 - mmengine - INFO - Epoch(train) [226][100/3757] lr: 3.5747e-03 eta: 10:25:25 time: 0.3287 data_time: 0.0177 memory: 9201 grad_norm: 6.2762 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5370 loss: 1.5370 2022/08/16 12:47:21 - mmengine - INFO - Epoch(train) [226][200/3757] lr: 3.5747e-03 eta: 10:24:53 time: 0.3284 data_time: 0.0185 memory: 9201 grad_norm: 6.6801 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5050 loss: 1.5050 2022/08/16 12:47:55 - mmengine - INFO - Epoch(train) [226][300/3757] lr: 3.5747e-03 eta: 10:24:21 time: 0.3293 data_time: 0.0172 memory: 9201 grad_norm: 6.3743 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5568 loss: 1.5568 2022/08/16 12:48:28 - mmengine - INFO - Epoch(train) [226][400/3757] lr: 3.5747e-03 eta: 10:23:49 time: 0.3336 data_time: 0.0177 memory: 9201 grad_norm: 6.3450 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7914 loss: 1.7914 2022/08/16 12:49:01 - mmengine - INFO - Epoch(train) [226][500/3757] lr: 3.5747e-03 eta: 10:23:17 time: 0.3304 data_time: 0.0178 memory: 9201 grad_norm: 6.4028 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6084 loss: 1.6084 2022/08/16 12:49:35 - mmengine - INFO - Epoch(train) [226][600/3757] lr: 3.5747e-03 eta: 10:22:45 time: 0.3283 data_time: 0.0175 memory: 9201 grad_norm: 6.5042 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6278 loss: 1.6278 2022/08/16 12:50:00 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 12:50:08 - mmengine - INFO - Epoch(train) [226][700/3757] lr: 3.5747e-03 eta: 10:22:13 time: 0.3321 data_time: 0.0178 memory: 9201 grad_norm: 6.5994 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7237 loss: 1.7237 2022/08/16 12:50:42 - mmengine - INFO - Epoch(train) [226][800/3757] lr: 3.5747e-03 eta: 10:21:41 time: 0.3317 data_time: 0.0174 memory: 9201 grad_norm: 6.3711 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.6176 loss: 1.6176 2022/08/16 12:51:15 - mmengine - INFO - Epoch(train) [226][900/3757] lr: 3.5747e-03 eta: 10:21:08 time: 0.3308 data_time: 0.0183 memory: 9201 grad_norm: 6.7482 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8517 loss: 1.8517 2022/08/16 12:51:48 - mmengine - INFO - Epoch(train) [226][1000/3757] lr: 3.5747e-03 eta: 10:20:36 time: 0.3316 data_time: 0.0178 memory: 9201 grad_norm: 6.4045 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6585 loss: 1.6585 2022/08/16 12:52:21 - mmengine - INFO - Epoch(train) [226][1100/3757] lr: 3.5747e-03 eta: 10:20:04 time: 0.3311 data_time: 0.0182 memory: 9201 grad_norm: 6.4627 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0277 loss: 2.0277 2022/08/16 12:52:55 - mmengine - INFO - Epoch(train) [226][1200/3757] lr: 3.5747e-03 eta: 10:19:32 time: 0.3302 data_time: 0.0175 memory: 9201 grad_norm: 6.4889 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8193 loss: 1.8193 2022/08/16 12:53:28 - mmengine - INFO - Epoch(train) [226][1300/3757] lr: 3.5747e-03 eta: 10:19:00 time: 0.3288 data_time: 0.0181 memory: 9201 grad_norm: 6.6539 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.7913 loss: 1.7913 2022/08/16 12:54:01 - mmengine - INFO - Epoch(train) [226][1400/3757] lr: 3.5747e-03 eta: 10:18:28 time: 0.3295 data_time: 0.0173 memory: 9201 grad_norm: 6.6083 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6222 loss: 1.6222 2022/08/16 12:54:35 - mmengine - INFO - Epoch(train) [226][1500/3757] lr: 3.5747e-03 eta: 10:17:56 time: 0.3301 data_time: 0.0178 memory: 9201 grad_norm: 6.6336 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7643 loss: 1.7643 2022/08/16 12:55:08 - mmengine - INFO - Epoch(train) [226][1600/3757] lr: 3.5747e-03 eta: 10:17:23 time: 0.3344 data_time: 0.0187 memory: 9201 grad_norm: 6.5514 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5895 loss: 1.5895 2022/08/16 12:55:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 12:55:41 - mmengine - INFO - Epoch(train) [226][1700/3757] lr: 3.5747e-03 eta: 10:16:51 time: 0.3289 data_time: 0.0174 memory: 9201 grad_norm: 6.4767 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.7290 loss: 1.7290 2022/08/16 12:56:15 - mmengine - INFO - Epoch(train) [226][1800/3757] lr: 3.5747e-03 eta: 10:16:19 time: 0.3274 data_time: 0.0177 memory: 9201 grad_norm: 6.5602 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.7607 loss: 1.7607 2022/08/16 12:56:48 - mmengine - INFO - Epoch(train) [226][1900/3757] lr: 3.5747e-03 eta: 10:15:47 time: 0.3285 data_time: 0.0190 memory: 9201 grad_norm: 6.4702 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7182 loss: 1.7182 2022/08/16 12:57:21 - mmengine - INFO - Epoch(train) [226][2000/3757] lr: 3.5747e-03 eta: 10:15:15 time: 0.3274 data_time: 0.0172 memory: 9201 grad_norm: 6.5815 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6949 loss: 1.6949 2022/08/16 12:57:55 - mmengine - INFO - Epoch(train) [226][2100/3757] lr: 3.5747e-03 eta: 10:14:43 time: 0.3299 data_time: 0.0165 memory: 9201 grad_norm: 6.4711 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7439 loss: 1.7439 2022/08/16 12:58:28 - mmengine - INFO - Epoch(train) [226][2200/3757] lr: 3.5747e-03 eta: 10:14:11 time: 0.3337 data_time: 0.0180 memory: 9201 grad_norm: 6.5719 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8982 loss: 1.8982 2022/08/16 12:59:01 - mmengine - INFO - Epoch(train) [226][2300/3757] lr: 3.5747e-03 eta: 10:13:38 time: 0.3296 data_time: 0.0169 memory: 9201 grad_norm: 6.6908 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5947 loss: 1.5947 2022/08/16 12:59:35 - mmengine - INFO - Epoch(train) [226][2400/3757] lr: 3.5747e-03 eta: 10:13:06 time: 0.3307 data_time: 0.0181 memory: 9201 grad_norm: 6.4908 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5206 loss: 1.5206 2022/08/16 13:00:08 - mmengine - INFO - Epoch(train) [226][2500/3757] lr: 3.5747e-03 eta: 10:12:34 time: 0.3336 data_time: 0.0174 memory: 9201 grad_norm: 6.5453 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7204 loss: 1.7204 2022/08/16 13:00:41 - mmengine - INFO - Epoch(train) [226][2600/3757] lr: 3.5747e-03 eta: 10:12:02 time: 0.3281 data_time: 0.0181 memory: 9201 grad_norm: 6.5403 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 1.9077 loss: 1.9077 2022/08/16 13:01:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 13:01:15 - mmengine - INFO - Epoch(train) [226][2700/3757] lr: 3.5747e-03 eta: 10:11:30 time: 0.3278 data_time: 0.0175 memory: 9201 grad_norm: 6.4377 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5645 loss: 1.5645 2022/08/16 13:01:48 - mmengine - INFO - Epoch(train) [226][2800/3757] lr: 3.5747e-03 eta: 10:10:58 time: 0.3313 data_time: 0.0188 memory: 9201 grad_norm: 6.6407 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.6710 loss: 1.6710 2022/08/16 13:02:21 - mmengine - INFO - Epoch(train) [226][2900/3757] lr: 3.5747e-03 eta: 10:10:26 time: 0.3290 data_time: 0.0184 memory: 9201 grad_norm: 6.5362 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6531 loss: 1.6531 2022/08/16 13:02:55 - mmengine - INFO - Epoch(train) [226][3000/3757] lr: 3.5747e-03 eta: 10:09:53 time: 0.3291 data_time: 0.0163 memory: 9201 grad_norm: 6.5360 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3523 loss: 1.3523 2022/08/16 13:03:28 - mmengine - INFO - Epoch(train) [226][3100/3757] lr: 3.5747e-03 eta: 10:09:21 time: 0.3304 data_time: 0.0178 memory: 9201 grad_norm: 6.7168 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6725 loss: 1.6725 2022/08/16 13:04:01 - mmengine - INFO - Epoch(train) [226][3200/3757] lr: 3.5747e-03 eta: 10:08:49 time: 0.3291 data_time: 0.0179 memory: 9201 grad_norm: 6.7653 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 1.8696 loss: 1.8696 2022/08/16 13:04:35 - mmengine - INFO - Epoch(train) [226][3300/3757] lr: 3.5747e-03 eta: 10:08:17 time: 0.3288 data_time: 0.0171 memory: 9201 grad_norm: 6.8049 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9411 loss: 1.9411 2022/08/16 13:05:08 - mmengine - INFO - Epoch(train) [226][3400/3757] lr: 3.5747e-03 eta: 10:07:45 time: 0.3364 data_time: 0.0177 memory: 9201 grad_norm: 6.6049 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4439 loss: 1.4439 2022/08/16 13:05:41 - mmengine - INFO - Epoch(train) [226][3500/3757] lr: 3.5747e-03 eta: 10:07:13 time: 0.3292 data_time: 0.0169 memory: 9201 grad_norm: 6.6666 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5442 loss: 1.5442 2022/08/16 13:06:15 - mmengine - INFO - Epoch(train) [226][3600/3757] lr: 3.5747e-03 eta: 10:06:41 time: 0.3353 data_time: 0.0185 memory: 9201 grad_norm: 6.4774 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6871 loss: 1.6871 2022/08/16 13:06:40 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 13:06:48 - mmengine - INFO - Epoch(train) [226][3700/3757] lr: 3.5747e-03 eta: 10:06:09 time: 0.3294 data_time: 0.0181 memory: 9201 grad_norm: 6.8036 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4864 loss: 1.4864 2022/08/16 13:07:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 13:07:07 - mmengine - INFO - Epoch(train) [226][3757/3757] lr: 3.5747e-03 eta: 10:05:56 time: 0.3108 data_time: 0.0172 memory: 9201 grad_norm: 6.4244 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 1.9126 loss: 1.9126 2022/08/16 13:07:42 - mmengine - INFO - Epoch(train) [227][100/3757] lr: 3.3504e-03 eta: 10:05:18 time: 0.3286 data_time: 0.0179 memory: 9201 grad_norm: 6.5872 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5209 loss: 1.5209 2022/08/16 13:08:16 - mmengine - INFO - Epoch(train) [227][200/3757] lr: 3.3504e-03 eta: 10:04:45 time: 0.3302 data_time: 0.0191 memory: 9201 grad_norm: 6.8711 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5722 loss: 1.5722 2022/08/16 13:08:49 - mmengine - INFO - Epoch(train) [227][300/3757] lr: 3.3504e-03 eta: 10:04:13 time: 0.3340 data_time: 0.0183 memory: 9201 grad_norm: 6.5905 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6698 loss: 1.6698 2022/08/16 13:09:23 - mmengine - INFO - Epoch(train) [227][400/3757] lr: 3.3504e-03 eta: 10:03:41 time: 0.3276 data_time: 0.0179 memory: 9201 grad_norm: 6.3698 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7906 loss: 1.7906 2022/08/16 13:09:56 - mmengine - INFO - Epoch(train) [227][500/3757] lr: 3.3504e-03 eta: 10:03:09 time: 0.3305 data_time: 0.0182 memory: 9201 grad_norm: 6.6848 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7426 loss: 1.7426 2022/08/16 13:10:29 - mmengine - INFO - Epoch(train) [227][600/3757] lr: 3.3504e-03 eta: 10:02:37 time: 0.3311 data_time: 0.0187 memory: 9201 grad_norm: 6.9032 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6150 loss: 1.6150 2022/08/16 13:11:02 - mmengine - INFO - Epoch(train) [227][700/3757] lr: 3.3504e-03 eta: 10:02:05 time: 0.3289 data_time: 0.0165 memory: 9201 grad_norm: 6.5669 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6794 loss: 1.6794 2022/08/16 13:11:36 - mmengine - INFO - Epoch(train) [227][800/3757] lr: 3.3504e-03 eta: 10:01:33 time: 0.3315 data_time: 0.0187 memory: 9201 grad_norm: 6.5763 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7748 loss: 1.7748 2022/08/16 13:12:09 - mmengine - INFO - Epoch(train) [227][900/3757] lr: 3.3504e-03 eta: 10:01:00 time: 0.3311 data_time: 0.0187 memory: 9201 grad_norm: 6.8022 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5033 loss: 1.5033 2022/08/16 13:12:15 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 13:12:42 - mmengine - INFO - Epoch(train) [227][1000/3757] lr: 3.3504e-03 eta: 10:00:28 time: 0.3280 data_time: 0.0172 memory: 9201 grad_norm: 6.5187 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5495 loss: 1.5495 2022/08/16 13:13:16 - mmengine - INFO - Epoch(train) [227][1100/3757] lr: 3.3504e-03 eta: 9:59:56 time: 0.3303 data_time: 0.0192 memory: 9201 grad_norm: 6.8486 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5302 loss: 1.5302 2022/08/16 13:13:49 - mmengine - INFO - Epoch(train) [227][1200/3757] lr: 3.3504e-03 eta: 9:59:24 time: 0.3344 data_time: 0.0181 memory: 9201 grad_norm: 6.2850 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7620 loss: 1.7620 2022/08/16 13:14:22 - mmengine - INFO - Epoch(train) [227][1300/3757] lr: 3.3504e-03 eta: 9:58:52 time: 0.3285 data_time: 0.0176 memory: 9201 grad_norm: 6.5396 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7883 loss: 1.7883 2022/08/16 13:14:56 - mmengine - INFO - Epoch(train) [227][1400/3757] lr: 3.3504e-03 eta: 9:58:20 time: 0.3299 data_time: 0.0180 memory: 9201 grad_norm: 6.7924 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4631 loss: 1.4631 2022/08/16 13:15:29 - mmengine - INFO - Epoch(train) [227][1500/3757] lr: 3.3504e-03 eta: 9:57:48 time: 0.3292 data_time: 0.0180 memory: 9201 grad_norm: 6.4299 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0121 loss: 2.0121 2022/08/16 13:16:02 - mmengine - INFO - Epoch(train) [227][1600/3757] lr: 3.3504e-03 eta: 9:57:15 time: 0.3298 data_time: 0.0174 memory: 9201 grad_norm: 6.8338 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8635 loss: 1.8635 2022/08/16 13:16:36 - mmengine - INFO - Epoch(train) [227][1700/3757] lr: 3.3504e-03 eta: 9:56:43 time: 0.3299 data_time: 0.0181 memory: 9201 grad_norm: 6.8415 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6658 loss: 1.6658 2022/08/16 13:17:09 - mmengine - INFO - Epoch(train) [227][1800/3757] lr: 3.3504e-03 eta: 9:56:11 time: 0.3319 data_time: 0.0185 memory: 9201 grad_norm: 6.5345 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5219 loss: 1.5219 2022/08/16 13:17:42 - mmengine - INFO - Epoch(train) [227][1900/3757] lr: 3.3504e-03 eta: 9:55:39 time: 0.3301 data_time: 0.0182 memory: 9201 grad_norm: 6.7687 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6076 loss: 1.6076 2022/08/16 13:17:48 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 13:18:16 - mmengine - INFO - Epoch(train) [227][2000/3757] lr: 3.3504e-03 eta: 9:55:07 time: 0.3292 data_time: 0.0171 memory: 9201 grad_norm: 6.7775 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6296 loss: 1.6296 2022/08/16 13:18:49 - mmengine - INFO - Epoch(train) [227][2100/3757] lr: 3.3504e-03 eta: 9:54:35 time: 0.3349 data_time: 0.0178 memory: 9201 grad_norm: 6.7283 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5406 loss: 1.5406 2022/08/16 13:19:22 - mmengine - INFO - Epoch(train) [227][2200/3757] lr: 3.3504e-03 eta: 9:54:03 time: 0.3280 data_time: 0.0170 memory: 9201 grad_norm: 6.5871 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5468 loss: 1.5468 2022/08/16 13:19:56 - mmengine - INFO - Epoch(train) [227][2300/3757] lr: 3.3504e-03 eta: 9:53:30 time: 0.3304 data_time: 0.0174 memory: 9201 grad_norm: 6.5645 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7869 loss: 1.7869 2022/08/16 13:20:29 - mmengine - INFO - Epoch(train) [227][2400/3757] lr: 3.3504e-03 eta: 9:52:58 time: 0.3287 data_time: 0.0171 memory: 9201 grad_norm: 6.7358 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6484 loss: 1.6484 2022/08/16 13:21:03 - mmengine - INFO - Epoch(train) [227][2500/3757] lr: 3.3504e-03 eta: 9:52:26 time: 0.3294 data_time: 0.0171 memory: 9201 grad_norm: 6.6876 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5653 loss: 1.5653 2022/08/16 13:21:36 - mmengine - INFO - Epoch(train) [227][2600/3757] lr: 3.3504e-03 eta: 9:51:54 time: 0.3333 data_time: 0.0180 memory: 9201 grad_norm: 6.5921 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5998 loss: 1.5998 2022/08/16 13:22:09 - mmengine - INFO - Epoch(train) [227][2700/3757] lr: 3.3504e-03 eta: 9:51:22 time: 0.3299 data_time: 0.0171 memory: 9201 grad_norm: 6.8331 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8232 loss: 1.8232 2022/08/16 13:22:43 - mmengine - INFO - Epoch(train) [227][2800/3757] lr: 3.3504e-03 eta: 9:50:50 time: 0.3296 data_time: 0.0175 memory: 9201 grad_norm: 6.8540 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8567 loss: 1.8567 2022/08/16 13:23:16 - mmengine - INFO - Epoch(train) [227][2900/3757] lr: 3.3504e-03 eta: 9:50:18 time: 0.3348 data_time: 0.0182 memory: 9201 grad_norm: 6.4669 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.8241 loss: 1.8241 2022/08/16 13:23:22 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 13:23:49 - mmengine - INFO - Epoch(train) [227][3000/3757] lr: 3.3504e-03 eta: 9:49:45 time: 0.3273 data_time: 0.0170 memory: 9201 grad_norm: 6.6802 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6659 loss: 1.6659 2022/08/16 13:24:23 - mmengine - INFO - Epoch(train) [227][3100/3757] lr: 3.3504e-03 eta: 9:49:13 time: 0.3313 data_time: 0.0178 memory: 9201 grad_norm: 6.5207 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5532 loss: 1.5532 2022/08/16 13:24:56 - mmengine - INFO - Epoch(train) [227][3200/3757] lr: 3.3504e-03 eta: 9:48:41 time: 0.3384 data_time: 0.0188 memory: 9201 grad_norm: 6.5176 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5134 loss: 1.5134 2022/08/16 13:25:30 - mmengine - INFO - Epoch(train) [227][3300/3757] lr: 3.3504e-03 eta: 9:48:09 time: 0.3335 data_time: 0.0188 memory: 9201 grad_norm: 6.4532 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.6545 loss: 1.6545 2022/08/16 13:26:03 - mmengine - INFO - Epoch(train) [227][3400/3757] lr: 3.3504e-03 eta: 9:47:37 time: 0.3304 data_time: 0.0171 memory: 9201 grad_norm: 6.4168 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.6023 loss: 1.6023 2022/08/16 13:26:37 - mmengine - INFO - Epoch(train) [227][3500/3757] lr: 3.3504e-03 eta: 9:47:05 time: 0.3335 data_time: 0.0173 memory: 9201 grad_norm: 6.6156 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6919 loss: 1.6919 2022/08/16 13:27:10 - mmengine - INFO - Epoch(train) [227][3600/3757] lr: 3.3504e-03 eta: 9:46:33 time: 0.3319 data_time: 0.0187 memory: 9201 grad_norm: 6.7036 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7966 loss: 1.7966 2022/08/16 13:27:43 - mmengine - INFO - Epoch(train) [227][3700/3757] lr: 3.3504e-03 eta: 9:46:00 time: 0.3279 data_time: 0.0167 memory: 9201 grad_norm: 6.4444 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2359 loss: 1.2359 2022/08/16 13:28:02 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 13:28:02 - mmengine - INFO - Epoch(train) [227][3757/3757] lr: 3.3504e-03 eta: 9:45:48 time: 0.3120 data_time: 0.0163 memory: 9201 grad_norm: 6.6952 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 1.5143 loss: 1.5143 2022/08/16 13:28:37 - mmengine - INFO - Epoch(train) [228][100/3757] lr: 3.1330e-03 eta: 9:45:10 time: 0.3282 data_time: 0.0167 memory: 9201 grad_norm: 6.9172 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5886 loss: 1.5886 2022/08/16 13:28:58 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 13:29:11 - mmengine - INFO - Epoch(train) [228][200/3757] lr: 3.1330e-03 eta: 9:44:37 time: 0.3275 data_time: 0.0165 memory: 9201 grad_norm: 6.7523 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7605 loss: 1.7605 2022/08/16 13:29:44 - mmengine - INFO - Epoch(train) [228][300/3757] lr: 3.1330e-03 eta: 9:44:05 time: 0.3293 data_time: 0.0171 memory: 9201 grad_norm: 7.0795 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0446 loss: 2.0446 2022/08/16 13:30:18 - mmengine - INFO - Epoch(train) [228][400/3757] lr: 3.1330e-03 eta: 9:43:33 time: 0.3321 data_time: 0.0178 memory: 9201 grad_norm: 6.7357 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4253 loss: 1.4253 2022/08/16 13:30:51 - mmengine - INFO - Epoch(train) [228][500/3757] lr: 3.1330e-03 eta: 9:43:01 time: 0.3287 data_time: 0.0180 memory: 9201 grad_norm: 6.4672 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5534 loss: 1.5534 2022/08/16 13:31:24 - mmengine - INFO - Epoch(train) [228][600/3757] lr: 3.1330e-03 eta: 9:42:29 time: 0.3277 data_time: 0.0175 memory: 9201 grad_norm: 6.9647 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.5780 loss: 1.5780 2022/08/16 13:31:58 - mmengine - INFO - Epoch(train) [228][700/3757] lr: 3.1330e-03 eta: 9:41:57 time: 0.3303 data_time: 0.0190 memory: 9201 grad_norm: 6.6743 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8719 loss: 1.8719 2022/08/16 13:32:31 - mmengine - INFO - Epoch(train) [228][800/3757] lr: 3.1330e-03 eta: 9:41:25 time: 0.3334 data_time: 0.0188 memory: 9201 grad_norm: 6.8862 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3762 loss: 1.3762 2022/08/16 13:33:04 - mmengine - INFO - Epoch(train) [228][900/3757] lr: 3.1330e-03 eta: 9:40:52 time: 0.3285 data_time: 0.0178 memory: 9201 grad_norm: 6.8451 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6829 loss: 1.6829 2022/08/16 13:33:38 - mmengine - INFO - Epoch(train) [228][1000/3757] lr: 3.1330e-03 eta: 9:40:20 time: 0.3290 data_time: 0.0170 memory: 9201 grad_norm: 6.5118 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4137 loss: 1.4137 2022/08/16 13:34:11 - mmengine - INFO - Epoch(train) [228][1100/3757] lr: 3.1330e-03 eta: 9:39:48 time: 0.3295 data_time: 0.0182 memory: 9201 grad_norm: 7.0589 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7112 loss: 1.7112 2022/08/16 13:34:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 13:34:44 - mmengine - INFO - Epoch(train) [228][1200/3757] lr: 3.1330e-03 eta: 9:39:16 time: 0.3288 data_time: 0.0171 memory: 9201 grad_norm: 6.6700 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5645 loss: 1.5645 2022/08/16 13:35:18 - mmengine - INFO - Epoch(train) [228][1300/3757] lr: 3.1330e-03 eta: 9:38:44 time: 0.3281 data_time: 0.0187 memory: 9201 grad_norm: 6.8464 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7506 loss: 1.7506 2022/08/16 13:35:51 - mmengine - INFO - Epoch(train) [228][1400/3757] lr: 3.1330e-03 eta: 9:38:12 time: 0.3308 data_time: 0.0181 memory: 9201 grad_norm: 6.9177 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6556 loss: 1.6556 2022/08/16 13:36:24 - mmengine - INFO - Epoch(train) [228][1500/3757] lr: 3.1330e-03 eta: 9:37:39 time: 0.3289 data_time: 0.0181 memory: 9201 grad_norm: 6.8301 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5785 loss: 1.5785 2022/08/16 13:36:58 - mmengine - INFO - Epoch(train) [228][1600/3757] lr: 3.1330e-03 eta: 9:37:07 time: 0.3301 data_time: 0.0174 memory: 9201 grad_norm: 6.8645 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6638 loss: 1.6638 2022/08/16 13:37:31 - mmengine - INFO - Epoch(train) [228][1700/3757] lr: 3.1330e-03 eta: 9:36:35 time: 0.3337 data_time: 0.0186 memory: 9201 grad_norm: 6.9527 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5012 loss: 1.5012 2022/08/16 13:38:04 - mmengine - INFO - Epoch(train) [228][1800/3757] lr: 3.1330e-03 eta: 9:36:03 time: 0.3289 data_time: 0.0168 memory: 9201 grad_norm: 6.8133 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5189 loss: 1.5189 2022/08/16 13:38:38 - mmengine - INFO - Epoch(train) [228][1900/3757] lr: 3.1330e-03 eta: 9:35:31 time: 0.3301 data_time: 0.0183 memory: 9201 grad_norm: 6.8226 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6724 loss: 1.6724 2022/08/16 13:39:11 - mmengine - INFO - Epoch(train) [228][2000/3757] lr: 3.1330e-03 eta: 9:34:59 time: 0.3316 data_time: 0.0187 memory: 9201 grad_norm: 6.8367 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5317 loss: 1.5317 2022/08/16 13:39:44 - mmengine - INFO - Epoch(train) [228][2100/3757] lr: 3.1330e-03 eta: 9:34:27 time: 0.3295 data_time: 0.0181 memory: 9201 grad_norm: 6.5259 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5896 loss: 1.5896 2022/08/16 13:40:05 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 13:40:18 - mmengine - INFO - Epoch(train) [228][2200/3757] lr: 3.1330e-03 eta: 9:33:54 time: 0.3332 data_time: 0.0173 memory: 9201 grad_norm: 6.9703 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6328 loss: 1.6328 2022/08/16 13:40:51 - mmengine - INFO - Epoch(train) [228][2300/3757] lr: 3.1330e-03 eta: 9:33:22 time: 0.3301 data_time: 0.0172 memory: 9201 grad_norm: 6.6534 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3961 loss: 1.3961 2022/08/16 13:41:25 - mmengine - INFO - Epoch(train) [228][2400/3757] lr: 3.1330e-03 eta: 9:32:50 time: 0.3286 data_time: 0.0171 memory: 9201 grad_norm: 6.6885 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5695 loss: 1.5695 2022/08/16 13:41:58 - mmengine - INFO - Epoch(train) [228][2500/3757] lr: 3.1330e-03 eta: 9:32:18 time: 0.3421 data_time: 0.0189 memory: 9201 grad_norm: 6.8607 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5587 loss: 1.5587 2022/08/16 13:42:32 - mmengine - INFO - Epoch(train) [228][2600/3757] lr: 3.1330e-03 eta: 9:31:46 time: 0.3305 data_time: 0.0178 memory: 9201 grad_norm: 7.0380 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7980 loss: 1.7980 2022/08/16 13:43:05 - mmengine - INFO - Epoch(train) [228][2700/3757] lr: 3.1330e-03 eta: 9:31:14 time: 0.3331 data_time: 0.0171 memory: 9201 grad_norm: 6.7222 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6855 loss: 1.6855 2022/08/16 13:43:38 - mmengine - INFO - Epoch(train) [228][2800/3757] lr: 3.1330e-03 eta: 9:30:42 time: 0.3324 data_time: 0.0177 memory: 9201 grad_norm: 6.5647 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5226 loss: 1.5226 2022/08/16 13:44:12 - mmengine - INFO - Epoch(train) [228][2900/3757] lr: 3.1330e-03 eta: 9:30:09 time: 0.3311 data_time: 0.0193 memory: 9201 grad_norm: 6.5725 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4862 loss: 1.4862 2022/08/16 13:44:45 - mmengine - INFO - Epoch(train) [228][3000/3757] lr: 3.1330e-03 eta: 9:29:37 time: 0.3293 data_time: 0.0172 memory: 9201 grad_norm: 6.7211 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7740 loss: 1.7740 2022/08/16 13:45:18 - mmengine - INFO - Epoch(train) [228][3100/3757] lr: 3.1330e-03 eta: 9:29:05 time: 0.3299 data_time: 0.0191 memory: 9201 grad_norm: 6.7136 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5972 loss: 1.5972 2022/08/16 13:45:39 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 13:45:52 - mmengine - INFO - Epoch(train) [228][3200/3757] lr: 3.1330e-03 eta: 9:28:33 time: 0.3320 data_time: 0.0178 memory: 9201 grad_norm: 6.8210 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6252 loss: 1.6252 2022/08/16 13:46:26 - mmengine - INFO - Epoch(train) [228][3300/3757] lr: 3.1330e-03 eta: 9:28:01 time: 0.3310 data_time: 0.0173 memory: 9201 grad_norm: 6.7360 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6384 loss: 1.6384 2022/08/16 13:46:59 - mmengine - INFO - Epoch(train) [228][3400/3757] lr: 3.1330e-03 eta: 9:27:29 time: 0.3330 data_time: 0.0179 memory: 9201 grad_norm: 6.8738 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3563 loss: 1.3563 2022/08/16 13:47:32 - mmengine - INFO - Epoch(train) [228][3500/3757] lr: 3.1330e-03 eta: 9:26:57 time: 0.3312 data_time: 0.0185 memory: 9201 grad_norm: 6.7779 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2770 loss: 1.2770 2022/08/16 13:48:06 - mmengine - INFO - Epoch(train) [228][3600/3757] lr: 3.1330e-03 eta: 9:26:24 time: 0.3288 data_time: 0.0182 memory: 9201 grad_norm: 6.7683 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7940 loss: 1.7940 2022/08/16 13:48:39 - mmengine - INFO - Epoch(train) [228][3700/3757] lr: 3.1330e-03 eta: 9:25:52 time: 0.3316 data_time: 0.0164 memory: 9201 grad_norm: 6.8923 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5210 loss: 1.5210 2022/08/16 13:48:58 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 13:48:58 - mmengine - INFO - Epoch(train) [228][3757/3757] lr: 3.1330e-03 eta: 9:25:39 time: 0.3147 data_time: 0.0183 memory: 9201 grad_norm: 6.8974 top1_acc: 0.4286 top5_acc: 0.8571 loss_cls: 1.8817 loss: 1.8817 2022/08/16 13:48:58 - mmengine - INFO - Saving checkpoint at 228 epochs 2022/08/16 13:49:37 - mmengine - INFO - Epoch(train) [229][100/3757] lr: 2.9228e-03 eta: 9:25:01 time: 0.3284 data_time: 0.0170 memory: 9201 grad_norm: 6.6213 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4524 loss: 1.4524 2022/08/16 13:50:10 - mmengine - INFO - Epoch(train) [229][200/3757] lr: 2.9228e-03 eta: 9:24:29 time: 0.3279 data_time: 0.0169 memory: 9201 grad_norm: 6.6479 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7834 loss: 1.7834 2022/08/16 13:50:44 - mmengine - INFO - Epoch(train) [229][300/3757] lr: 2.9228e-03 eta: 9:23:57 time: 0.3345 data_time: 0.0184 memory: 9201 grad_norm: 6.7275 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7421 loss: 1.7421 2022/08/16 13:51:17 - mmengine - INFO - Epoch(train) [229][400/3757] lr: 2.9228e-03 eta: 9:23:25 time: 0.3307 data_time: 0.0177 memory: 9201 grad_norm: 6.5354 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.6061 loss: 1.6061 2022/08/16 13:51:19 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 13:51:51 - mmengine - INFO - Epoch(train) [229][500/3757] lr: 2.9228e-03 eta: 9:22:53 time: 0.3274 data_time: 0.0174 memory: 9201 grad_norm: 6.7720 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5253 loss: 1.5253 2022/08/16 13:52:24 - mmengine - INFO - Epoch(train) [229][600/3757] lr: 2.9228e-03 eta: 9:22:20 time: 0.3319 data_time: 0.0176 memory: 9201 grad_norm: 7.0559 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5473 loss: 1.5473 2022/08/16 13:52:57 - mmengine - INFO - Epoch(train) [229][700/3757] lr: 2.9228e-03 eta: 9:21:48 time: 0.3295 data_time: 0.0175 memory: 9201 grad_norm: 6.9516 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7431 loss: 1.7431 2022/08/16 13:53:31 - mmengine - INFO - Epoch(train) [229][800/3757] lr: 2.9228e-03 eta: 9:21:16 time: 0.3305 data_time: 0.0172 memory: 9201 grad_norm: 6.7206 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5741 loss: 1.5741 2022/08/16 13:54:04 - mmengine - INFO - Epoch(train) [229][900/3757] lr: 2.9228e-03 eta: 9:20:44 time: 0.3306 data_time: 0.0180 memory: 9201 grad_norm: 6.9708 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.7983 loss: 1.7983 2022/08/16 13:54:37 - mmengine - INFO - Epoch(train) [229][1000/3757] lr: 2.9228e-03 eta: 9:20:12 time: 0.3292 data_time: 0.0168 memory: 9201 grad_norm: 6.8043 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4243 loss: 1.4243 2022/08/16 13:55:11 - mmengine - INFO - Epoch(train) [229][1100/3757] lr: 2.9228e-03 eta: 9:19:40 time: 0.3304 data_time: 0.0167 memory: 9201 grad_norm: 6.9244 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4720 loss: 1.4720 2022/08/16 13:55:44 - mmengine - INFO - Epoch(train) [229][1200/3757] lr: 2.9228e-03 eta: 9:19:07 time: 0.3301 data_time: 0.0184 memory: 9201 grad_norm: 6.8436 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9282 loss: 1.9282 2022/08/16 13:56:17 - mmengine - INFO - Epoch(train) [229][1300/3757] lr: 2.9228e-03 eta: 9:18:35 time: 0.3294 data_time: 0.0179 memory: 9201 grad_norm: 6.9080 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.7314 loss: 1.7314 2022/08/16 13:56:51 - mmengine - INFO - Epoch(train) [229][1400/3757] lr: 2.9228e-03 eta: 9:18:03 time: 0.3300 data_time: 0.0180 memory: 9201 grad_norm: 6.9422 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0447 loss: 2.0447 2022/08/16 13:56:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 13:57:24 - mmengine - INFO - Epoch(train) [229][1500/3757] lr: 2.9228e-03 eta: 9:17:31 time: 0.3297 data_time: 0.0194 memory: 9201 grad_norm: 6.8344 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4376 loss: 1.4376 2022/08/16 13:57:58 - mmengine - INFO - Epoch(train) [229][1600/3757] lr: 2.9228e-03 eta: 9:16:59 time: 0.3284 data_time: 0.0176 memory: 9201 grad_norm: 6.8923 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7194 loss: 1.7194 2022/08/16 13:58:31 - mmengine - INFO - Epoch(train) [229][1700/3757] lr: 2.9228e-03 eta: 9:16:27 time: 0.3329 data_time: 0.0183 memory: 9201 grad_norm: 6.8682 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7727 loss: 1.7727 2022/08/16 13:59:04 - mmengine - INFO - Epoch(train) [229][1800/3757] lr: 2.9228e-03 eta: 9:15:55 time: 0.3309 data_time: 0.0189 memory: 9201 grad_norm: 6.7048 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5638 loss: 1.5638 2022/08/16 13:59:38 - mmengine - INFO - Epoch(train) [229][1900/3757] lr: 2.9228e-03 eta: 9:15:22 time: 0.3288 data_time: 0.0174 memory: 9201 grad_norm: 6.7622 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5186 loss: 1.5186 2022/08/16 14:00:11 - mmengine - INFO - Epoch(train) [229][2000/3757] lr: 2.9228e-03 eta: 9:14:50 time: 0.3290 data_time: 0.0164 memory: 9201 grad_norm: 6.6879 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7733 loss: 1.7733 2022/08/16 14:00:45 - mmengine - INFO - Epoch(train) [229][2100/3757] lr: 2.9228e-03 eta: 9:14:18 time: 0.3320 data_time: 0.0174 memory: 9201 grad_norm: 6.9686 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7268 loss: 1.7268 2022/08/16 14:01:18 - mmengine - INFO - Epoch(train) [229][2200/3757] lr: 2.9228e-03 eta: 9:13:46 time: 0.3286 data_time: 0.0171 memory: 9201 grad_norm: 6.5723 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7751 loss: 1.7751 2022/08/16 14:01:51 - mmengine - INFO - Epoch(train) [229][2300/3757] lr: 2.9228e-03 eta: 9:13:14 time: 0.3291 data_time: 0.0187 memory: 9201 grad_norm: 6.9913 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4202 loss: 1.4202 2022/08/16 14:02:24 - mmengine - INFO - Epoch(train) [229][2400/3757] lr: 2.9228e-03 eta: 9:12:42 time: 0.3290 data_time: 0.0170 memory: 9201 grad_norm: 7.0047 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4184 loss: 1.4184 2022/08/16 14:02:26 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 14:02:58 - mmengine - INFO - Epoch(train) [229][2500/3757] lr: 2.9228e-03 eta: 9:12:09 time: 0.3291 data_time: 0.0183 memory: 9201 grad_norm: 6.6823 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5093 loss: 1.5093 2022/08/16 14:03:31 - mmengine - INFO - Epoch(train) [229][2600/3757] lr: 2.9228e-03 eta: 9:11:37 time: 0.3305 data_time: 0.0184 memory: 9201 grad_norm: 7.0436 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7641 loss: 1.7641 2022/08/16 14:04:04 - mmengine - INFO - Epoch(train) [229][2700/3757] lr: 2.9228e-03 eta: 9:11:05 time: 0.3302 data_time: 0.0183 memory: 9201 grad_norm: 6.7352 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7237 loss: 1.7237 2022/08/16 14:04:38 - mmengine - INFO - Epoch(train) [229][2800/3757] lr: 2.9228e-03 eta: 9:10:33 time: 0.3299 data_time: 0.0175 memory: 9201 grad_norm: 6.8644 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6824 loss: 1.6824 2022/08/16 14:05:11 - mmengine - INFO - Epoch(train) [229][2900/3757] lr: 2.9228e-03 eta: 9:10:01 time: 0.3303 data_time: 0.0178 memory: 9201 grad_norm: 6.8226 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4690 loss: 1.4690 2022/08/16 14:05:44 - mmengine - INFO - Epoch(train) [229][3000/3757] lr: 2.9228e-03 eta: 9:09:29 time: 0.3335 data_time: 0.0174 memory: 9201 grad_norm: 6.9416 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5358 loss: 1.5358 2022/08/16 14:06:18 - mmengine - INFO - Epoch(train) [229][3100/3757] lr: 2.9228e-03 eta: 9:08:56 time: 0.3293 data_time: 0.0176 memory: 9201 grad_norm: 6.9839 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6498 loss: 1.6498 2022/08/16 14:06:51 - mmengine - INFO - Epoch(train) [229][3200/3757] lr: 2.9228e-03 eta: 9:08:24 time: 0.3327 data_time: 0.0192 memory: 9201 grad_norm: 6.6519 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7989 loss: 1.7989 2022/08/16 14:07:25 - mmengine - INFO - Epoch(train) [229][3300/3757] lr: 2.9228e-03 eta: 9:07:52 time: 0.3333 data_time: 0.0183 memory: 9201 grad_norm: 6.9126 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6087 loss: 1.6087 2022/08/16 14:07:58 - mmengine - INFO - Epoch(train) [229][3400/3757] lr: 2.9228e-03 eta: 9:07:20 time: 0.3298 data_time: 0.0194 memory: 9201 grad_norm: 7.3021 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.7536 loss: 1.7536 2022/08/16 14:07:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 14:08:31 - mmengine - INFO - Epoch(train) [229][3500/3757] lr: 2.9228e-03 eta: 9:06:48 time: 0.3340 data_time: 0.0190 memory: 9201 grad_norm: 7.0464 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8412 loss: 1.8412 2022/08/16 14:09:05 - mmengine - INFO - Epoch(train) [229][3600/3757] lr: 2.9228e-03 eta: 9:06:16 time: 0.3285 data_time: 0.0169 memory: 9201 grad_norm: 7.1094 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6175 loss: 1.6175 2022/08/16 14:09:38 - mmengine - INFO - Epoch(train) [229][3700/3757] lr: 2.9228e-03 eta: 9:05:44 time: 0.3296 data_time: 0.0170 memory: 9201 grad_norm: 7.0534 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8390 loss: 1.8390 2022/08/16 14:09:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 14:09:57 - mmengine - INFO - Epoch(train) [229][3757/3757] lr: 2.9228e-03 eta: 9:05:31 time: 0.3136 data_time: 0.0170 memory: 9201 grad_norm: 6.8400 top1_acc: 0.2857 top5_acc: 0.4286 loss_cls: 1.5503 loss: 1.5503 2022/08/16 14:10:33 - mmengine - INFO - Epoch(train) [230][100/3757] lr: 2.7196e-03 eta: 9:04:53 time: 0.3373 data_time: 0.0179 memory: 9201 grad_norm: 6.8837 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6652 loss: 1.6652 2022/08/16 14:11:06 - mmengine - INFO - Epoch(train) [230][200/3757] lr: 2.7196e-03 eta: 9:04:20 time: 0.3315 data_time: 0.0167 memory: 9201 grad_norm: 6.5504 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5414 loss: 1.5414 2022/08/16 14:11:40 - mmengine - INFO - Epoch(train) [230][300/3757] lr: 2.7196e-03 eta: 9:03:48 time: 0.3307 data_time: 0.0170 memory: 9201 grad_norm: 6.8773 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4945 loss: 1.4945 2022/08/16 14:12:13 - mmengine - INFO - Epoch(train) [230][400/3757] lr: 2.7196e-03 eta: 9:03:16 time: 0.3326 data_time: 0.0190 memory: 9201 grad_norm: 7.0225 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6634 loss: 1.6634 2022/08/16 14:12:46 - mmengine - INFO - Epoch(train) [230][500/3757] lr: 2.7196e-03 eta: 9:02:44 time: 0.3304 data_time: 0.0183 memory: 9201 grad_norm: 7.1463 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5497 loss: 1.5497 2022/08/16 14:13:20 - mmengine - INFO - Epoch(train) [230][600/3757] lr: 2.7196e-03 eta: 9:02:12 time: 0.3290 data_time: 0.0177 memory: 9201 grad_norm: 6.7455 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4058 loss: 1.4058 2022/08/16 14:13:36 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 14:13:53 - mmengine - INFO - Epoch(train) [230][700/3757] lr: 2.7196e-03 eta: 9:01:40 time: 0.3327 data_time: 0.0183 memory: 9201 grad_norm: 6.7173 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.7742 loss: 1.7742 2022/08/16 14:14:27 - mmengine - INFO - Epoch(train) [230][800/3757] lr: 2.7196e-03 eta: 9:01:08 time: 0.3296 data_time: 0.0171 memory: 9201 grad_norm: 6.9661 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3730 loss: 1.3730 2022/08/16 14:15:00 - mmengine - INFO - Epoch(train) [230][900/3757] lr: 2.7196e-03 eta: 9:00:35 time: 0.3287 data_time: 0.0176 memory: 9201 grad_norm: 6.7903 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5164 loss: 1.5164 2022/08/16 14:15:34 - mmengine - INFO - Epoch(train) [230][1000/3757] lr: 2.7196e-03 eta: 9:00:03 time: 0.3308 data_time: 0.0177 memory: 9201 grad_norm: 6.8031 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.6991 loss: 1.6991 2022/08/16 14:16:07 - mmengine - INFO - Epoch(train) [230][1100/3757] lr: 2.7196e-03 eta: 8:59:31 time: 0.3301 data_time: 0.0175 memory: 9201 grad_norm: 6.9383 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8778 loss: 1.8778 2022/08/16 14:16:40 - mmengine - INFO - Epoch(train) [230][1200/3757] lr: 2.7196e-03 eta: 8:58:59 time: 0.3323 data_time: 0.0178 memory: 9201 grad_norm: 6.9282 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6474 loss: 1.6474 2022/08/16 14:17:14 - mmengine - INFO - Epoch(train) [230][1300/3757] lr: 2.7196e-03 eta: 8:58:27 time: 0.3306 data_time: 0.0187 memory: 9201 grad_norm: 7.0049 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6144 loss: 1.6144 2022/08/16 14:17:47 - mmengine - INFO - Epoch(train) [230][1400/3757] lr: 2.7196e-03 eta: 8:57:55 time: 0.3298 data_time: 0.0176 memory: 9201 grad_norm: 6.9318 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8227 loss: 1.8227 2022/08/16 14:18:20 - mmengine - INFO - Epoch(train) [230][1500/3757] lr: 2.7196e-03 eta: 8:57:22 time: 0.3302 data_time: 0.0182 memory: 9201 grad_norm: 6.9068 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5177 loss: 1.5177 2022/08/16 14:18:54 - mmengine - INFO - Epoch(train) [230][1600/3757] lr: 2.7196e-03 eta: 8:56:50 time: 0.3330 data_time: 0.0180 memory: 9201 grad_norm: 7.0702 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.5904 loss: 1.5904 2022/08/16 14:19:10 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 14:19:27 - mmengine - INFO - Epoch(train) [230][1700/3757] lr: 2.7196e-03 eta: 8:56:18 time: 0.3283 data_time: 0.0179 memory: 9201 grad_norm: 7.0493 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7823 loss: 1.7823 2022/08/16 14:20:01 - mmengine - INFO - Epoch(train) [230][1800/3757] lr: 2.7196e-03 eta: 8:55:46 time: 0.3304 data_time: 0.0177 memory: 9201 grad_norm: 7.1215 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7573 loss: 1.7573 2022/08/16 14:20:34 - mmengine - INFO - Epoch(train) [230][1900/3757] lr: 2.7196e-03 eta: 8:55:14 time: 0.3280 data_time: 0.0174 memory: 9201 grad_norm: 7.1072 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7219 loss: 1.7219 2022/08/16 14:21:07 - mmengine - INFO - Epoch(train) [230][2000/3757] lr: 2.7196e-03 eta: 8:54:42 time: 0.3297 data_time: 0.0168 memory: 9201 grad_norm: 6.9821 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5699 loss: 1.5699 2022/08/16 14:21:41 - mmengine - INFO - Epoch(train) [230][2100/3757] lr: 2.7196e-03 eta: 8:54:09 time: 0.3322 data_time: 0.0183 memory: 9201 grad_norm: 7.1713 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6288 loss: 1.6288 2022/08/16 14:22:14 - mmengine - INFO - Epoch(train) [230][2200/3757] lr: 2.7196e-03 eta: 8:53:37 time: 0.3321 data_time: 0.0176 memory: 9201 grad_norm: 7.1539 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5812 loss: 1.5812 2022/08/16 14:22:47 - mmengine - INFO - Epoch(train) [230][2300/3757] lr: 2.7196e-03 eta: 8:53:05 time: 0.3307 data_time: 0.0189 memory: 9201 grad_norm: 7.0123 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4838 loss: 1.4838 2022/08/16 14:23:21 - mmengine - INFO - Epoch(train) [230][2400/3757] lr: 2.7196e-03 eta: 8:52:33 time: 0.3333 data_time: 0.0175 memory: 9201 grad_norm: 7.1296 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1514 loss: 2.1514 2022/08/16 14:23:54 - mmengine - INFO - Epoch(train) [230][2500/3757] lr: 2.7196e-03 eta: 8:52:01 time: 0.3305 data_time: 0.0172 memory: 9201 grad_norm: 6.9124 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6374 loss: 1.6374 2022/08/16 14:24:27 - mmengine - INFO - Epoch(train) [230][2600/3757] lr: 2.7196e-03 eta: 8:51:29 time: 0.3298 data_time: 0.0175 memory: 9201 grad_norm: 6.9442 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6784 loss: 1.6784 2022/08/16 14:24:43 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 14:25:01 - mmengine - INFO - Epoch(train) [230][2700/3757] lr: 2.7196e-03 eta: 8:50:56 time: 0.3313 data_time: 0.0173 memory: 9201 grad_norm: 6.8930 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5661 loss: 1.5661 2022/08/16 14:25:34 - mmengine - INFO - Epoch(train) [230][2800/3757] lr: 2.7196e-03 eta: 8:50:24 time: 0.3334 data_time: 0.0209 memory: 9201 grad_norm: 7.1225 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5482 loss: 1.5482 2022/08/16 14:26:08 - mmengine - INFO - Epoch(train) [230][2900/3757] lr: 2.7196e-03 eta: 8:49:52 time: 0.3310 data_time: 0.0190 memory: 9201 grad_norm: 7.2578 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4949 loss: 1.4949 2022/08/16 14:26:41 - mmengine - INFO - Epoch(train) [230][3000/3757] lr: 2.7196e-03 eta: 8:49:20 time: 0.3324 data_time: 0.0188 memory: 9201 grad_norm: 6.9508 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6394 loss: 1.6394 2022/08/16 14:27:15 - mmengine - INFO - Epoch(train) [230][3100/3757] lr: 2.7196e-03 eta: 8:48:48 time: 0.3310 data_time: 0.0191 memory: 9201 grad_norm: 7.1826 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8176 loss: 1.8176 2022/08/16 14:27:48 - mmengine - INFO - Epoch(train) [230][3200/3757] lr: 2.7196e-03 eta: 8:48:16 time: 0.3308 data_time: 0.0183 memory: 9201 grad_norm: 7.1967 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6686 loss: 1.6686 2022/08/16 14:28:22 - mmengine - INFO - Epoch(train) [230][3300/3757] lr: 2.7196e-03 eta: 8:47:43 time: 0.3316 data_time: 0.0183 memory: 9201 grad_norm: 6.8976 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4802 loss: 1.4802 2022/08/16 14:28:55 - mmengine - INFO - Epoch(train) [230][3400/3757] lr: 2.7196e-03 eta: 8:47:11 time: 0.3337 data_time: 0.0192 memory: 9201 grad_norm: 7.0802 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4253 loss: 1.4253 2022/08/16 14:29:29 - mmengine - INFO - Epoch(train) [230][3500/3757] lr: 2.7196e-03 eta: 8:46:39 time: 0.3287 data_time: 0.0176 memory: 9201 grad_norm: 6.9003 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7375 loss: 1.7375 2022/08/16 14:30:02 - mmengine - INFO - Epoch(train) [230][3600/3757] lr: 2.7196e-03 eta: 8:46:07 time: 0.3277 data_time: 0.0176 memory: 9201 grad_norm: 7.2086 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6472 loss: 1.6472 2022/08/16 14:30:18 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 14:30:36 - mmengine - INFO - Epoch(train) [230][3700/3757] lr: 2.7196e-03 eta: 8:45:35 time: 0.3345 data_time: 0.0177 memory: 9201 grad_norm: 7.2580 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6889 loss: 1.6889 2022/08/16 14:30:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 14:30:54 - mmengine - INFO - Epoch(train) [230][3757/3757] lr: 2.7196e-03 eta: 8:45:22 time: 0.3212 data_time: 0.0182 memory: 9201 grad_norm: 6.9575 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 1.4832 loss: 1.4832 2022/08/16 14:31:17 - mmengine - INFO - Epoch(val) [230][100/310] eta: 0:00:44 time: 0.2136 data_time: 0.1027 memory: 1522 2022/08/16 14:31:38 - mmengine - INFO - Epoch(val) [230][200/310] eta: 0:00:19 time: 0.1806 data_time: 0.0695 memory: 1522 2022/08/16 14:31:59 - mmengine - INFO - Epoch(val) [230][300/310] eta: 0:00:02 time: 0.2040 data_time: 0.0940 memory: 1522 2022/08/16 14:32:04 - mmengine - INFO - Epoch(val) [230][310/310] acc/top1: 0.6669 acc/top5: 0.8702 acc/mean1: 0.6668 2022/08/16 14:32:04 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb/best_acc/top1_epoch_226.pth is removed 2022/08/16 14:32:07 - mmengine - INFO - The best checkpoint with 0.6669 acc/top1 at 231 epoch is saved to best_acc/top1_epoch_231.pth. 2022/08/16 14:32:41 - mmengine - INFO - Epoch(train) [231][100/3757] lr: 2.5236e-03 eta: 8:44:44 time: 0.3343 data_time: 0.0193 memory: 9201 grad_norm: 6.8771 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3685 loss: 1.3685 2022/08/16 14:33:15 - mmengine - INFO - Epoch(train) [231][200/3757] lr: 2.5236e-03 eta: 8:44:12 time: 0.3303 data_time: 0.0181 memory: 9201 grad_norm: 6.9786 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5246 loss: 1.5246 2022/08/16 14:33:48 - mmengine - INFO - Epoch(train) [231][300/3757] lr: 2.5236e-03 eta: 8:43:39 time: 0.3289 data_time: 0.0172 memory: 9201 grad_norm: 7.0146 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6386 loss: 1.6386 2022/08/16 14:34:21 - mmengine - INFO - Epoch(train) [231][400/3757] lr: 2.5236e-03 eta: 8:43:07 time: 0.3278 data_time: 0.0171 memory: 9201 grad_norm: 6.8140 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5411 loss: 1.5411 2022/08/16 14:34:55 - mmengine - INFO - Epoch(train) [231][500/3757] lr: 2.5236e-03 eta: 8:42:35 time: 0.3304 data_time: 0.0175 memory: 9201 grad_norm: 6.8883 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5008 loss: 1.5008 2022/08/16 14:35:28 - mmengine - INFO - Epoch(train) [231][600/3757] lr: 2.5236e-03 eta: 8:42:03 time: 0.3295 data_time: 0.0175 memory: 9201 grad_norm: 6.7976 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7219 loss: 1.7219 2022/08/16 14:36:01 - mmengine - INFO - Epoch(train) [231][700/3757] lr: 2.5236e-03 eta: 8:41:31 time: 0.3283 data_time: 0.0172 memory: 9201 grad_norm: 6.8088 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4444 loss: 1.4444 2022/08/16 14:36:35 - mmengine - INFO - Epoch(train) [231][800/3757] lr: 2.5236e-03 eta: 8:40:59 time: 0.3300 data_time: 0.0194 memory: 9201 grad_norm: 7.0454 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.3437 loss: 1.3437 2022/08/16 14:37:05 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 14:37:08 - mmengine - INFO - Epoch(train) [231][900/3757] lr: 2.5236e-03 eta: 8:40:26 time: 0.3358 data_time: 0.0191 memory: 9201 grad_norm: 7.0009 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8643 loss: 1.8643 2022/08/16 14:37:41 - mmengine - INFO - Epoch(train) [231][1000/3757] lr: 2.5236e-03 eta: 8:39:54 time: 0.3294 data_time: 0.0175 memory: 9201 grad_norm: 6.9159 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5645 loss: 1.5645 2022/08/16 14:38:15 - mmengine - INFO - Epoch(train) [231][1100/3757] lr: 2.5236e-03 eta: 8:39:22 time: 0.3284 data_time: 0.0183 memory: 9201 grad_norm: 6.9223 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.6574 loss: 1.6574 2022/08/16 14:38:48 - mmengine - INFO - Epoch(train) [231][1200/3757] lr: 2.5236e-03 eta: 8:38:50 time: 0.3360 data_time: 0.0180 memory: 9201 grad_norm: 7.1847 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6245 loss: 1.6245 2022/08/16 14:39:22 - mmengine - INFO - Epoch(train) [231][1300/3757] lr: 2.5236e-03 eta: 8:38:18 time: 0.3304 data_time: 0.0194 memory: 9201 grad_norm: 6.7014 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3568 loss: 1.3568 2022/08/16 14:39:55 - mmengine - INFO - Epoch(train) [231][1400/3757] lr: 2.5236e-03 eta: 8:37:46 time: 0.3296 data_time: 0.0177 memory: 9201 grad_norm: 6.7610 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4563 loss: 1.4563 2022/08/16 14:40:29 - mmengine - INFO - Epoch(train) [231][1500/3757] lr: 2.5236e-03 eta: 8:37:13 time: 0.3300 data_time: 0.0182 memory: 9201 grad_norm: 7.2095 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7666 loss: 1.7666 2022/08/16 14:41:02 - mmengine - INFO - Epoch(train) [231][1600/3757] lr: 2.5236e-03 eta: 8:36:41 time: 0.3297 data_time: 0.0192 memory: 9201 grad_norm: 7.4687 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8767 loss: 1.8767 2022/08/16 14:41:35 - mmengine - INFO - Epoch(train) [231][1700/3757] lr: 2.5236e-03 eta: 8:36:09 time: 0.3299 data_time: 0.0171 memory: 9201 grad_norm: 6.9674 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3927 loss: 1.3927 2022/08/16 14:42:09 - mmengine - INFO - Epoch(train) [231][1800/3757] lr: 2.5236e-03 eta: 8:35:37 time: 0.3324 data_time: 0.0185 memory: 9201 grad_norm: 7.1062 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4465 loss: 1.4465 2022/08/16 14:42:39 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 14:42:42 - mmengine - INFO - Epoch(train) [231][1900/3757] lr: 2.5236e-03 eta: 8:35:05 time: 0.3307 data_time: 0.0181 memory: 9201 grad_norm: 7.4103 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4087 loss: 1.4087 2022/08/16 14:43:16 - mmengine - INFO - Epoch(train) [231][2000/3757] lr: 2.5236e-03 eta: 8:34:33 time: 0.3339 data_time: 0.0184 memory: 9201 grad_norm: 6.8131 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3641 loss: 1.3641 2022/08/16 14:43:49 - mmengine - INFO - Epoch(train) [231][2100/3757] lr: 2.5236e-03 eta: 8:34:00 time: 0.3329 data_time: 0.0189 memory: 9201 grad_norm: 7.1903 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4949 loss: 1.4949 2022/08/16 14:44:22 - mmengine - INFO - Epoch(train) [231][2200/3757] lr: 2.5236e-03 eta: 8:33:28 time: 0.3291 data_time: 0.0183 memory: 9201 grad_norm: 7.2402 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5287 loss: 1.5287 2022/08/16 14:44:56 - mmengine - INFO - Epoch(train) [231][2300/3757] lr: 2.5236e-03 eta: 8:32:56 time: 0.3313 data_time: 0.0180 memory: 9201 grad_norm: 7.2755 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8560 loss: 1.8560 2022/08/16 14:45:29 - mmengine - INFO - Epoch(train) [231][2400/3757] lr: 2.5236e-03 eta: 8:32:24 time: 0.3296 data_time: 0.0172 memory: 9201 grad_norm: 7.2548 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7410 loss: 1.7410 2022/08/16 14:46:03 - mmengine - INFO - Epoch(train) [231][2500/3757] lr: 2.5236e-03 eta: 8:31:52 time: 0.3308 data_time: 0.0166 memory: 9201 grad_norm: 7.3077 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6500 loss: 1.6500 2022/08/16 14:46:36 - mmengine - INFO - Epoch(train) [231][2600/3757] lr: 2.5236e-03 eta: 8:31:20 time: 0.3313 data_time: 0.0185 memory: 9201 grad_norm: 6.7590 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6255 loss: 1.6255 2022/08/16 14:47:09 - mmengine - INFO - Epoch(train) [231][2700/3757] lr: 2.5236e-03 eta: 8:30:47 time: 0.3320 data_time: 0.0173 memory: 9201 grad_norm: 7.4082 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6251 loss: 1.6251 2022/08/16 14:47:43 - mmengine - INFO - Epoch(train) [231][2800/3757] lr: 2.5236e-03 eta: 8:30:15 time: 0.3311 data_time: 0.0167 memory: 9201 grad_norm: 6.9612 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5213 loss: 1.5213 2022/08/16 14:48:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 14:48:16 - mmengine - INFO - Epoch(train) [231][2900/3757] lr: 2.5236e-03 eta: 8:29:43 time: 0.3291 data_time: 0.0177 memory: 9201 grad_norm: 7.0693 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5392 loss: 1.5392 2022/08/16 14:48:50 - mmengine - INFO - Epoch(train) [231][3000/3757] lr: 2.5236e-03 eta: 8:29:11 time: 0.3333 data_time: 0.0182 memory: 9201 grad_norm: 6.8999 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.6403 loss: 1.6403 2022/08/16 14:49:23 - mmengine - INFO - Epoch(train) [231][3100/3757] lr: 2.5236e-03 eta: 8:28:39 time: 0.3297 data_time: 0.0192 memory: 9201 grad_norm: 6.8859 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7369 loss: 1.7369 2022/08/16 14:49:57 - mmengine - INFO - Epoch(train) [231][3200/3757] lr: 2.5236e-03 eta: 8:28:07 time: 0.3307 data_time: 0.0185 memory: 9201 grad_norm: 7.1137 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5490 loss: 1.5490 2022/08/16 14:50:30 - mmengine - INFO - Epoch(train) [231][3300/3757] lr: 2.5236e-03 eta: 8:27:34 time: 0.3301 data_time: 0.0174 memory: 9201 grad_norm: 6.8838 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.8583 loss: 1.8583 2022/08/16 14:51:03 - mmengine - INFO - Epoch(train) [231][3400/3757] lr: 2.5236e-03 eta: 8:27:02 time: 0.3305 data_time: 0.0168 memory: 9201 grad_norm: 7.1251 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7037 loss: 1.7037 2022/08/16 14:51:37 - mmengine - INFO - Epoch(train) [231][3500/3757] lr: 2.5236e-03 eta: 8:26:30 time: 0.3295 data_time: 0.0188 memory: 9201 grad_norm: 7.1537 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3701 loss: 1.3701 2022/08/16 14:52:10 - mmengine - INFO - Epoch(train) [231][3600/3757] lr: 2.5236e-03 eta: 8:25:58 time: 0.3290 data_time: 0.0180 memory: 9201 grad_norm: 7.0125 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4009 loss: 1.4009 2022/08/16 14:52:43 - mmengine - INFO - Epoch(train) [231][3700/3757] lr: 2.5236e-03 eta: 8:25:26 time: 0.3306 data_time: 0.0163 memory: 9201 grad_norm: 7.2200 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7440 loss: 1.7440 2022/08/16 14:53:02 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 14:53:02 - mmengine - INFO - Epoch(train) [231][3757/3757] lr: 2.5236e-03 eta: 8:25:13 time: 0.3129 data_time: 0.0162 memory: 9201 grad_norm: 7.3971 top1_acc: 0.1429 top5_acc: 0.4286 loss_cls: 1.7146 loss: 1.7146 2022/08/16 14:53:38 - mmengine - INFO - Epoch(train) [232][100/3757] lr: 2.3347e-03 eta: 8:24:35 time: 0.3306 data_time: 0.0167 memory: 9201 grad_norm: 6.9812 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.7164 loss: 1.7164 2022/08/16 14:53:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 14:54:11 - mmengine - INFO - Epoch(train) [232][200/3757] lr: 2.3347e-03 eta: 8:24:03 time: 0.3324 data_time: 0.0184 memory: 9201 grad_norm: 7.1441 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5859 loss: 1.5859 2022/08/16 14:54:44 - mmengine - INFO - Epoch(train) [232][300/3757] lr: 2.3347e-03 eta: 8:23:30 time: 0.3306 data_time: 0.0187 memory: 9201 grad_norm: 7.1080 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.7558 loss: 1.7558 2022/08/16 14:55:18 - mmengine - INFO - Epoch(train) [232][400/3757] lr: 2.3347e-03 eta: 8:22:58 time: 0.3305 data_time: 0.0184 memory: 9201 grad_norm: 7.2002 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4997 loss: 1.4997 2022/08/16 14:55:51 - mmengine - INFO - Epoch(train) [232][500/3757] lr: 2.3347e-03 eta: 8:22:26 time: 0.3289 data_time: 0.0167 memory: 9201 grad_norm: 6.9472 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2755 loss: 1.2755 2022/08/16 14:56:25 - mmengine - INFO - Epoch(train) [232][600/3757] lr: 2.3347e-03 eta: 8:21:54 time: 0.3321 data_time: 0.0182 memory: 9201 grad_norm: 7.3162 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4465 loss: 1.4465 2022/08/16 14:56:58 - mmengine - INFO - Epoch(train) [232][700/3757] lr: 2.3347e-03 eta: 8:21:22 time: 0.3316 data_time: 0.0185 memory: 9201 grad_norm: 6.9356 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7559 loss: 1.7559 2022/08/16 14:57:31 - mmengine - INFO - Epoch(train) [232][800/3757] lr: 2.3347e-03 eta: 8:20:50 time: 0.3321 data_time: 0.0168 memory: 9201 grad_norm: 7.2993 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6726 loss: 1.6726 2022/08/16 14:58:05 - mmengine - INFO - Epoch(train) [232][900/3757] lr: 2.3347e-03 eta: 8:20:17 time: 0.3307 data_time: 0.0189 memory: 9201 grad_norm: 7.1224 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.7547 loss: 1.7547 2022/08/16 14:58:38 - mmengine - INFO - Epoch(train) [232][1000/3757] lr: 2.3347e-03 eta: 8:19:45 time: 0.3321 data_time: 0.0191 memory: 9201 grad_norm: 7.0968 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6745 loss: 1.6745 2022/08/16 14:59:12 - mmengine - INFO - Epoch(train) [232][1100/3757] lr: 2.3347e-03 eta: 8:19:13 time: 0.3297 data_time: 0.0178 memory: 9201 grad_norm: 7.2544 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4313 loss: 1.4313 2022/08/16 14:59:23 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 14:59:45 - mmengine - INFO - Epoch(train) [232][1200/3757] lr: 2.3347e-03 eta: 8:18:41 time: 0.3301 data_time: 0.0170 memory: 9201 grad_norm: 7.3812 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9219 loss: 1.9219 2022/08/16 15:00:18 - mmengine - INFO - Epoch(train) [232][1300/3757] lr: 2.3347e-03 eta: 8:18:09 time: 0.3297 data_time: 0.0170 memory: 9201 grad_norm: 6.9940 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5505 loss: 1.5505 2022/08/16 15:00:52 - mmengine - INFO - Epoch(train) [232][1400/3757] lr: 2.3347e-03 eta: 8:17:36 time: 0.3288 data_time: 0.0164 memory: 9201 grad_norm: 7.2242 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7581 loss: 1.7581 2022/08/16 15:01:25 - mmengine - INFO - Epoch(train) [232][1500/3757] lr: 2.3347e-03 eta: 8:17:04 time: 0.3323 data_time: 0.0179 memory: 9201 grad_norm: 7.1479 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4426 loss: 1.4426 2022/08/16 15:01:58 - mmengine - INFO - Epoch(train) [232][1600/3757] lr: 2.3347e-03 eta: 8:16:32 time: 0.3284 data_time: 0.0174 memory: 9201 grad_norm: 6.9944 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4970 loss: 1.4970 2022/08/16 15:02:32 - mmengine - INFO - Epoch(train) [232][1700/3757] lr: 2.3347e-03 eta: 8:16:00 time: 0.3292 data_time: 0.0170 memory: 9201 grad_norm: 7.0316 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5840 loss: 1.5840 2022/08/16 15:03:05 - mmengine - INFO - Epoch(train) [232][1800/3757] lr: 2.3347e-03 eta: 8:15:28 time: 0.3294 data_time: 0.0181 memory: 9201 grad_norm: 7.0636 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6651 loss: 1.6651 2022/08/16 15:03:39 - mmengine - INFO - Epoch(train) [232][1900/3757] lr: 2.3347e-03 eta: 8:14:56 time: 0.3340 data_time: 0.0187 memory: 9201 grad_norm: 7.1873 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5483 loss: 1.5483 2022/08/16 15:04:12 - mmengine - INFO - Epoch(train) [232][2000/3757] lr: 2.3347e-03 eta: 8:14:23 time: 0.3282 data_time: 0.0174 memory: 9201 grad_norm: 7.0181 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4979 loss: 1.4979 2022/08/16 15:04:46 - mmengine - INFO - Epoch(train) [232][2100/3757] lr: 2.3347e-03 eta: 8:13:51 time: 0.3292 data_time: 0.0166 memory: 9201 grad_norm: 7.0371 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 1.5271 loss: 1.5271 2022/08/16 15:04:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 15:05:19 - mmengine - INFO - Epoch(train) [232][2200/3757] lr: 2.3347e-03 eta: 8:13:19 time: 0.3349 data_time: 0.0193 memory: 9201 grad_norm: 7.2719 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4716 loss: 1.4716 2022/08/16 15:05:52 - mmengine - INFO - Epoch(train) [232][2300/3757] lr: 2.3347e-03 eta: 8:12:47 time: 0.3291 data_time: 0.0162 memory: 9201 grad_norm: 7.0229 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6948 loss: 1.6948 2022/08/16 15:06:26 - mmengine - INFO - Epoch(train) [232][2400/3757] lr: 2.3347e-03 eta: 8:12:15 time: 0.3290 data_time: 0.0164 memory: 9201 grad_norm: 6.9739 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5418 loss: 1.5418 2022/08/16 15:06:59 - mmengine - INFO - Epoch(train) [232][2500/3757] lr: 2.3347e-03 eta: 8:11:43 time: 0.3360 data_time: 0.0186 memory: 9201 grad_norm: 6.8633 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7106 loss: 1.7106 2022/08/16 15:07:33 - mmengine - INFO - Epoch(train) [232][2600/3757] lr: 2.3347e-03 eta: 8:11:10 time: 0.3283 data_time: 0.0180 memory: 9201 grad_norm: 7.2270 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6898 loss: 1.6898 2022/08/16 15:08:06 - mmengine - INFO - Epoch(train) [232][2700/3757] lr: 2.3347e-03 eta: 8:10:38 time: 0.3322 data_time: 0.0175 memory: 9201 grad_norm: 7.2636 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2933 loss: 1.2933 2022/08/16 15:08:40 - mmengine - INFO - Epoch(train) [232][2800/3757] lr: 2.3347e-03 eta: 8:10:06 time: 0.3417 data_time: 0.0184 memory: 9201 grad_norm: 7.3080 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8060 loss: 1.8060 2022/08/16 15:09:13 - mmengine - INFO - Epoch(train) [232][2900/3757] lr: 2.3347e-03 eta: 8:09:34 time: 0.3290 data_time: 0.0180 memory: 9201 grad_norm: 6.9648 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6348 loss: 1.6348 2022/08/16 15:09:47 - mmengine - INFO - Epoch(train) [232][3000/3757] lr: 2.3347e-03 eta: 8:09:02 time: 0.3296 data_time: 0.0165 memory: 9201 grad_norm: 7.3659 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6288 loss: 1.6288 2022/08/16 15:10:20 - mmengine - INFO - Epoch(train) [232][3100/3757] lr: 2.3347e-03 eta: 8:08:30 time: 0.3337 data_time: 0.0185 memory: 9201 grad_norm: 7.1374 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7545 loss: 1.7545 2022/08/16 15:10:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 15:10:53 - mmengine - INFO - Epoch(train) [232][3200/3757] lr: 2.3347e-03 eta: 8:07:57 time: 0.3306 data_time: 0.0170 memory: 9201 grad_norm: 7.3579 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4888 loss: 1.4888 2022/08/16 15:11:27 - mmengine - INFO - Epoch(train) [232][3300/3757] lr: 2.3347e-03 eta: 8:07:25 time: 0.3324 data_time: 0.0184 memory: 9201 grad_norm: 7.1309 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6417 loss: 1.6417 2022/08/16 15:12:00 - mmengine - INFO - Epoch(train) [232][3400/3757] lr: 2.3347e-03 eta: 8:06:53 time: 0.3311 data_time: 0.0181 memory: 9201 grad_norm: 7.3878 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 1.5665 loss: 1.5665 2022/08/16 15:12:34 - mmengine - INFO - Epoch(train) [232][3500/3757] lr: 2.3347e-03 eta: 8:06:21 time: 0.3302 data_time: 0.0177 memory: 9201 grad_norm: 7.0770 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4925 loss: 1.4925 2022/08/16 15:13:07 - mmengine - INFO - Epoch(train) [232][3600/3757] lr: 2.3347e-03 eta: 8:05:49 time: 0.3305 data_time: 0.0170 memory: 9201 grad_norm: 7.3684 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4812 loss: 1.4812 2022/08/16 15:13:41 - mmengine - INFO - Epoch(train) [232][3700/3757] lr: 2.3347e-03 eta: 8:05:16 time: 0.3316 data_time: 0.0187 memory: 9201 grad_norm: 7.1916 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8358 loss: 1.8358 2022/08/16 15:13:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 15:13:59 - mmengine - INFO - Epoch(train) [232][3757/3757] lr: 2.3347e-03 eta: 8:05:04 time: 0.3159 data_time: 0.0176 memory: 9201 grad_norm: 7.1625 top1_acc: 0.5714 top5_acc: 0.5714 loss_cls: 1.5709 loss: 1.5709 2022/08/16 15:13:59 - mmengine - INFO - Saving checkpoint at 232 epochs 2022/08/16 15:14:38 - mmengine - INFO - Epoch(train) [233][100/3757] lr: 2.1530e-03 eta: 8:04:25 time: 0.3343 data_time: 0.0177 memory: 9201 grad_norm: 7.0340 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3578 loss: 1.3578 2022/08/16 15:15:11 - mmengine - INFO - Epoch(train) [233][200/3757] lr: 2.1530e-03 eta: 8:03:53 time: 0.3317 data_time: 0.0187 memory: 9201 grad_norm: 7.3384 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4720 loss: 1.4720 2022/08/16 15:15:45 - mmengine - INFO - Epoch(train) [233][300/3757] lr: 2.1530e-03 eta: 8:03:21 time: 0.3285 data_time: 0.0177 memory: 9201 grad_norm: 7.0679 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5280 loss: 1.5280 2022/08/16 15:16:10 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 15:16:18 - mmengine - INFO - Epoch(train) [233][400/3757] lr: 2.1530e-03 eta: 8:02:49 time: 0.3322 data_time: 0.0177 memory: 9201 grad_norm: 6.7638 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2460 loss: 1.2460 2022/08/16 15:16:51 - mmengine - INFO - Epoch(train) [233][500/3757] lr: 2.1530e-03 eta: 8:02:17 time: 0.3315 data_time: 0.0177 memory: 9201 grad_norm: 7.1175 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.4921 loss: 1.4921 2022/08/16 15:17:25 - mmengine - INFO - Epoch(train) [233][600/3757] lr: 2.1530e-03 eta: 8:01:45 time: 0.3285 data_time: 0.0183 memory: 9201 grad_norm: 7.1904 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4485 loss: 1.4485 2022/08/16 15:17:58 - mmengine - INFO - Epoch(train) [233][700/3757] lr: 2.1530e-03 eta: 8:01:12 time: 0.3311 data_time: 0.0176 memory: 9201 grad_norm: 7.2884 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5004 loss: 1.5004 2022/08/16 15:18:32 - mmengine - INFO - Epoch(train) [233][800/3757] lr: 2.1530e-03 eta: 8:00:40 time: 0.3333 data_time: 0.0182 memory: 9201 grad_norm: 7.1639 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6419 loss: 1.6419 2022/08/16 15:19:05 - mmengine - INFO - Epoch(train) [233][900/3757] lr: 2.1530e-03 eta: 8:00:08 time: 0.3289 data_time: 0.0175 memory: 9201 grad_norm: 7.2097 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7468 loss: 1.7468 2022/08/16 15:19:39 - mmengine - INFO - Epoch(train) [233][1000/3757] lr: 2.1530e-03 eta: 7:59:36 time: 0.3300 data_time: 0.0178 memory: 9201 grad_norm: 7.0285 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5253 loss: 1.5253 2022/08/16 15:20:12 - mmengine - INFO - Epoch(train) [233][1100/3757] lr: 2.1530e-03 eta: 7:59:04 time: 0.3321 data_time: 0.0188 memory: 9201 grad_norm: 7.3028 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3870 loss: 1.3870 2022/08/16 15:20:46 - mmengine - INFO - Epoch(train) [233][1200/3757] lr: 2.1530e-03 eta: 7:58:31 time: 0.3307 data_time: 0.0177 memory: 9201 grad_norm: 7.3279 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8486 loss: 1.8486 2022/08/16 15:21:19 - mmengine - INFO - Epoch(train) [233][1300/3757] lr: 2.1530e-03 eta: 7:57:59 time: 0.3312 data_time: 0.0173 memory: 9201 grad_norm: 7.1972 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.3506 loss: 1.3506 2022/08/16 15:21:44 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 15:21:52 - mmengine - INFO - Epoch(train) [233][1400/3757] lr: 2.1530e-03 eta: 7:57:27 time: 0.3346 data_time: 0.0179 memory: 9201 grad_norm: 7.1310 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5057 loss: 1.5057 2022/08/16 15:22:26 - mmengine - INFO - Epoch(train) [233][1500/3757] lr: 2.1530e-03 eta: 7:56:55 time: 0.3305 data_time: 0.0177 memory: 9201 grad_norm: 7.4495 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6756 loss: 1.6756 2022/08/16 15:23:00 - mmengine - INFO - Epoch(train) [233][1600/3757] lr: 2.1530e-03 eta: 7:56:23 time: 0.3295 data_time: 0.0180 memory: 9201 grad_norm: 7.0797 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2977 loss: 1.2977 2022/08/16 15:23:33 - mmengine - INFO - Epoch(train) [233][1700/3757] lr: 2.1530e-03 eta: 7:55:51 time: 0.3306 data_time: 0.0187 memory: 9201 grad_norm: 7.5146 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4702 loss: 1.4702 2022/08/16 15:24:06 - mmengine - INFO - Epoch(train) [233][1800/3757] lr: 2.1530e-03 eta: 7:55:18 time: 0.3290 data_time: 0.0194 memory: 9201 grad_norm: 7.1576 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.6651 loss: 1.6651 2022/08/16 15:24:40 - mmengine - INFO - Epoch(train) [233][1900/3757] lr: 2.1530e-03 eta: 7:54:46 time: 0.3311 data_time: 0.0181 memory: 9201 grad_norm: 7.0360 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5783 loss: 1.5783 2022/08/16 15:25:13 - mmengine - INFO - Epoch(train) [233][2000/3757] lr: 2.1530e-03 eta: 7:54:14 time: 0.3300 data_time: 0.0185 memory: 9201 grad_norm: 7.4079 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6011 loss: 1.6011 2022/08/16 15:25:47 - mmengine - INFO - Epoch(train) [233][2100/3757] lr: 2.1530e-03 eta: 7:53:42 time: 0.3315 data_time: 0.0173 memory: 9201 grad_norm: 7.1069 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6575 loss: 1.6575 2022/08/16 15:26:20 - mmengine - INFO - Epoch(train) [233][2200/3757] lr: 2.1530e-03 eta: 7:53:10 time: 0.3319 data_time: 0.0191 memory: 9201 grad_norm: 6.9593 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3197 loss: 1.3197 2022/08/16 15:26:54 - mmengine - INFO - Epoch(train) [233][2300/3757] lr: 2.1530e-03 eta: 7:52:37 time: 0.3307 data_time: 0.0171 memory: 9201 grad_norm: 7.0810 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1947 loss: 1.1947 2022/08/16 15:27:19 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 15:27:27 - mmengine - INFO - Epoch(train) [233][2400/3757] lr: 2.1530e-03 eta: 7:52:05 time: 0.3277 data_time: 0.0164 memory: 9201 grad_norm: 7.4317 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5469 loss: 1.5469 2022/08/16 15:28:00 - mmengine - INFO - Epoch(train) [233][2500/3757] lr: 2.1530e-03 eta: 7:51:33 time: 0.3335 data_time: 0.0191 memory: 9201 grad_norm: 7.3790 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7293 loss: 1.7293 2022/08/16 15:28:34 - mmengine - INFO - Epoch(train) [233][2600/3757] lr: 2.1530e-03 eta: 7:51:01 time: 0.3309 data_time: 0.0188 memory: 9201 grad_norm: 7.4489 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3064 loss: 1.3064 2022/08/16 15:29:07 - mmengine - INFO - Epoch(train) [233][2700/3757] lr: 2.1530e-03 eta: 7:50:29 time: 0.3331 data_time: 0.0184 memory: 9201 grad_norm: 7.3159 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5776 loss: 1.5776 2022/08/16 15:29:41 - mmengine - INFO - Epoch(train) [233][2800/3757] lr: 2.1530e-03 eta: 7:49:57 time: 0.3301 data_time: 0.0185 memory: 9201 grad_norm: 7.2367 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5209 loss: 1.5209 2022/08/16 15:30:14 - mmengine - INFO - Epoch(train) [233][2900/3757] lr: 2.1530e-03 eta: 7:49:24 time: 0.3310 data_time: 0.0177 memory: 9201 grad_norm: 7.5899 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7916 loss: 1.7916 2022/08/16 15:30:48 - mmengine - INFO - Epoch(train) [233][3000/3757] lr: 2.1530e-03 eta: 7:48:52 time: 0.3370 data_time: 0.0179 memory: 9201 grad_norm: 7.2128 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6584 loss: 1.6584 2022/08/16 15:31:21 - mmengine - INFO - Epoch(train) [233][3100/3757] lr: 2.1530e-03 eta: 7:48:20 time: 0.3307 data_time: 0.0171 memory: 9201 grad_norm: 7.2461 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5378 loss: 1.5378 2022/08/16 15:31:55 - mmengine - INFO - Epoch(train) [233][3200/3757] lr: 2.1530e-03 eta: 7:47:48 time: 0.3283 data_time: 0.0168 memory: 9201 grad_norm: 7.1913 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6926 loss: 1.6926 2022/08/16 15:32:28 - mmengine - INFO - Epoch(train) [233][3300/3757] lr: 2.1530e-03 eta: 7:47:16 time: 0.3297 data_time: 0.0183 memory: 9201 grad_norm: 7.2406 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5132 loss: 1.5132 2022/08/16 15:32:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 15:33:02 - mmengine - INFO - Epoch(train) [233][3400/3757] lr: 2.1530e-03 eta: 7:46:44 time: 0.3476 data_time: 0.0166 memory: 9201 grad_norm: 7.2097 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4238 loss: 1.4238 2022/08/16 15:33:35 - mmengine - INFO - Epoch(train) [233][3500/3757] lr: 2.1530e-03 eta: 7:46:11 time: 0.3300 data_time: 0.0175 memory: 9201 grad_norm: 7.0939 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5609 loss: 1.5609 2022/08/16 15:34:09 - mmengine - INFO - Epoch(train) [233][3600/3757] lr: 2.1530e-03 eta: 7:45:39 time: 0.3308 data_time: 0.0172 memory: 9201 grad_norm: 7.3942 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.5311 loss: 1.5311 2022/08/16 15:34:42 - mmengine - INFO - Epoch(train) [233][3700/3757] lr: 2.1530e-03 eta: 7:45:07 time: 0.3287 data_time: 0.0176 memory: 9201 grad_norm: 7.2851 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5115 loss: 1.5115 2022/08/16 15:35:01 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 15:35:01 - mmengine - INFO - Epoch(train) [233][3757/3757] lr: 2.1530e-03 eta: 7:44:54 time: 0.3136 data_time: 0.0163 memory: 9201 grad_norm: 7.5457 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 1.4153 loss: 1.4153 2022/08/16 15:35:37 - mmengine - INFO - Epoch(train) [234][100/3757] lr: 1.9785e-03 eta: 7:44:16 time: 0.3320 data_time: 0.0187 memory: 9201 grad_norm: 7.2482 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7218 loss: 1.7218 2022/08/16 15:36:10 - mmengine - INFO - Epoch(train) [234][200/3757] lr: 1.9785e-03 eta: 7:43:44 time: 0.3294 data_time: 0.0177 memory: 9201 grad_norm: 7.3232 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7050 loss: 1.7050 2022/08/16 15:36:44 - mmengine - INFO - Epoch(train) [234][300/3757] lr: 1.9785e-03 eta: 7:43:12 time: 0.3302 data_time: 0.0181 memory: 9201 grad_norm: 7.2801 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4950 loss: 1.4950 2022/08/16 15:37:17 - mmengine - INFO - Epoch(train) [234][400/3757] lr: 1.9785e-03 eta: 7:42:40 time: 0.3275 data_time: 0.0175 memory: 9201 grad_norm: 7.3798 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7448 loss: 1.7448 2022/08/16 15:37:51 - mmengine - INFO - Epoch(train) [234][500/3757] lr: 1.9785e-03 eta: 7:42:07 time: 0.3316 data_time: 0.0186 memory: 9201 grad_norm: 7.2465 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.2673 loss: 1.2673 2022/08/16 15:38:24 - mmengine - INFO - Epoch(train) [234][600/3757] lr: 1.9785e-03 eta: 7:41:35 time: 0.3334 data_time: 0.0183 memory: 9201 grad_norm: 6.9628 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.1253 loss: 1.1253 2022/08/16 15:38:30 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 15:38:57 - mmengine - INFO - Epoch(train) [234][700/3757] lr: 1.9785e-03 eta: 7:41:03 time: 0.3284 data_time: 0.0175 memory: 9201 grad_norm: 7.3077 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.6496 loss: 1.6496 2022/08/16 15:39:31 - mmengine - INFO - Epoch(train) [234][800/3757] lr: 1.9785e-03 eta: 7:40:31 time: 0.3301 data_time: 0.0179 memory: 9201 grad_norm: 7.3132 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5135 loss: 1.5135 2022/08/16 15:40:04 - mmengine - INFO - Epoch(train) [234][900/3757] lr: 1.9785e-03 eta: 7:39:59 time: 0.3329 data_time: 0.0179 memory: 9201 grad_norm: 7.5726 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4370 loss: 1.4370 2022/08/16 15:40:37 - mmengine - INFO - Epoch(train) [234][1000/3757] lr: 1.9785e-03 eta: 7:39:26 time: 0.3292 data_time: 0.0172 memory: 9201 grad_norm: 7.1045 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4269 loss: 1.4269 2022/08/16 15:41:11 - mmengine - INFO - Epoch(train) [234][1100/3757] lr: 1.9785e-03 eta: 7:38:54 time: 0.3329 data_time: 0.0176 memory: 9201 grad_norm: 7.2759 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4956 loss: 1.4956 2022/08/16 15:41:44 - mmengine - INFO - Epoch(train) [234][1200/3757] lr: 1.9785e-03 eta: 7:38:22 time: 0.3302 data_time: 0.0180 memory: 9201 grad_norm: 7.0839 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3360 loss: 1.3360 2022/08/16 15:42:17 - mmengine - INFO - Epoch(train) [234][1300/3757] lr: 1.9785e-03 eta: 7:37:50 time: 0.3285 data_time: 0.0189 memory: 9201 grad_norm: 7.3480 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3039 loss: 1.3039 2022/08/16 15:42:51 - mmengine - INFO - Epoch(train) [234][1400/3757] lr: 1.9785e-03 eta: 7:37:18 time: 0.3310 data_time: 0.0187 memory: 9201 grad_norm: 7.3676 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4849 loss: 1.4849 2022/08/16 15:43:24 - mmengine - INFO - Epoch(train) [234][1500/3757] lr: 1.9785e-03 eta: 7:36:45 time: 0.3296 data_time: 0.0178 memory: 9201 grad_norm: 7.2583 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5167 loss: 1.5167 2022/08/16 15:43:58 - mmengine - INFO - Epoch(train) [234][1600/3757] lr: 1.9785e-03 eta: 7:36:13 time: 0.3302 data_time: 0.0169 memory: 9201 grad_norm: 7.5772 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6849 loss: 1.6849 2022/08/16 15:44:04 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 15:44:31 - mmengine - INFO - Epoch(train) [234][1700/3757] lr: 1.9785e-03 eta: 7:35:41 time: 0.3346 data_time: 0.0185 memory: 9201 grad_norm: 7.3424 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9331 loss: 1.9331 2022/08/16 15:45:05 - mmengine - INFO - Epoch(train) [234][1800/3757] lr: 1.9785e-03 eta: 7:35:09 time: 0.3432 data_time: 0.0188 memory: 9201 grad_norm: 7.1920 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6782 loss: 1.6782 2022/08/16 15:45:39 - mmengine - INFO - Epoch(train) [234][1900/3757] lr: 1.9785e-03 eta: 7:34:37 time: 0.3477 data_time: 0.0174 memory: 9201 grad_norm: 7.7593 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.7036 loss: 1.7036 2022/08/16 15:46:12 - mmengine - INFO - Epoch(train) [234][2000/3757] lr: 1.9785e-03 eta: 7:34:05 time: 0.3306 data_time: 0.0175 memory: 9201 grad_norm: 7.6671 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5151 loss: 1.5151 2022/08/16 15:46:46 - mmengine - INFO - Epoch(train) [234][2100/3757] lr: 1.9785e-03 eta: 7:33:32 time: 0.3304 data_time: 0.0182 memory: 9201 grad_norm: 7.4578 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4929 loss: 1.4929 2022/08/16 15:47:19 - mmengine - INFO - Epoch(train) [234][2200/3757] lr: 1.9785e-03 eta: 7:33:00 time: 0.3390 data_time: 0.0181 memory: 9201 grad_norm: 7.4493 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4918 loss: 1.4918 2022/08/16 15:47:53 - mmengine - INFO - Epoch(train) [234][2300/3757] lr: 1.9785e-03 eta: 7:32:28 time: 0.3286 data_time: 0.0166 memory: 9201 grad_norm: 7.2095 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6203 loss: 1.6203 2022/08/16 15:48:26 - mmengine - INFO - Epoch(train) [234][2400/3757] lr: 1.9785e-03 eta: 7:31:56 time: 0.3305 data_time: 0.0178 memory: 9201 grad_norm: 7.6241 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9072 loss: 1.9072 2022/08/16 15:49:00 - mmengine - INFO - Epoch(train) [234][2500/3757] lr: 1.9785e-03 eta: 7:31:24 time: 0.3305 data_time: 0.0176 memory: 9201 grad_norm: 7.4199 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5486 loss: 1.5486 2022/08/16 15:49:33 - mmengine - INFO - Epoch(train) [234][2600/3757] lr: 1.9785e-03 eta: 7:30:51 time: 0.3323 data_time: 0.0179 memory: 9201 grad_norm: 7.5324 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5048 loss: 1.5048 2022/08/16 15:49:40 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 15:50:07 - mmengine - INFO - Epoch(train) [234][2700/3757] lr: 1.9785e-03 eta: 7:30:19 time: 0.3299 data_time: 0.0181 memory: 9201 grad_norm: 7.3038 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5150 loss: 1.5150 2022/08/16 15:50:40 - mmengine - INFO - Epoch(train) [234][2800/3757] lr: 1.9785e-03 eta: 7:29:47 time: 0.3325 data_time: 0.0176 memory: 9201 grad_norm: 7.5343 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5248 loss: 1.5248 2022/08/16 15:51:14 - mmengine - INFO - Epoch(train) [234][2900/3757] lr: 1.9785e-03 eta: 7:29:15 time: 0.3297 data_time: 0.0180 memory: 9201 grad_norm: 7.6800 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8591 loss: 1.8591 2022/08/16 15:51:47 - mmengine - INFO - Epoch(train) [234][3000/3757] lr: 1.9785e-03 eta: 7:28:43 time: 0.3302 data_time: 0.0180 memory: 9201 grad_norm: 7.4650 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4142 loss: 1.4142 2022/08/16 15:52:20 - mmengine - INFO - Epoch(train) [234][3100/3757] lr: 1.9785e-03 eta: 7:28:10 time: 0.3288 data_time: 0.0172 memory: 9201 grad_norm: 7.1252 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6647 loss: 1.6647 2022/08/16 15:52:54 - mmengine - INFO - Epoch(train) [234][3200/3757] lr: 1.9785e-03 eta: 7:27:38 time: 0.3331 data_time: 0.0175 memory: 9201 grad_norm: 7.3733 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3721 loss: 1.3721 2022/08/16 15:53:27 - mmengine - INFO - Epoch(train) [234][3300/3757] lr: 1.9785e-03 eta: 7:27:06 time: 0.3304 data_time: 0.0180 memory: 9201 grad_norm: 7.5431 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5378 loss: 1.5378 2022/08/16 15:54:01 - mmengine - INFO - Epoch(train) [234][3400/3757] lr: 1.9785e-03 eta: 7:26:34 time: 0.3323 data_time: 0.0191 memory: 9201 grad_norm: 7.3882 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5246 loss: 1.5246 2022/08/16 15:54:34 - mmengine - INFO - Epoch(train) [234][3500/3757] lr: 1.9785e-03 eta: 7:26:02 time: 0.3300 data_time: 0.0178 memory: 9201 grad_norm: 7.1536 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5596 loss: 1.5596 2022/08/16 15:55:07 - mmengine - INFO - Epoch(train) [234][3600/3757] lr: 1.9785e-03 eta: 7:25:29 time: 0.3300 data_time: 0.0171 memory: 9201 grad_norm: 7.1640 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6030 loss: 1.6030 2022/08/16 15:55:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 15:55:41 - mmengine - INFO - Epoch(train) [234][3700/3757] lr: 1.9785e-03 eta: 7:24:57 time: 0.3366 data_time: 0.0187 memory: 9201 grad_norm: 7.6050 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4573 loss: 1.4573 2022/08/16 15:56:00 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 15:56:00 - mmengine - INFO - Epoch(train) [234][3757/3757] lr: 1.9785e-03 eta: 7:24:44 time: 0.3148 data_time: 0.0164 memory: 9201 grad_norm: 7.3299 top1_acc: 0.4286 top5_acc: 0.5714 loss_cls: 1.4259 loss: 1.4259 2022/08/16 15:56:35 - mmengine - INFO - Epoch(train) [235][100/3757] lr: 1.8112e-03 eta: 7:24:06 time: 0.3305 data_time: 0.0172 memory: 9201 grad_norm: 7.1643 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4168 loss: 1.4168 2022/08/16 15:57:09 - mmengine - INFO - Epoch(train) [235][200/3757] lr: 1.8112e-03 eta: 7:23:34 time: 0.3288 data_time: 0.0175 memory: 9201 grad_norm: 7.5575 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6044 loss: 1.6044 2022/08/16 15:57:42 - mmengine - INFO - Epoch(train) [235][300/3757] lr: 1.8112e-03 eta: 7:23:02 time: 0.3329 data_time: 0.0184 memory: 9201 grad_norm: 7.2593 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6698 loss: 1.6698 2022/08/16 15:58:16 - mmengine - INFO - Epoch(train) [235][400/3757] lr: 1.8112e-03 eta: 7:22:30 time: 0.3301 data_time: 0.0180 memory: 9201 grad_norm: 7.3071 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.6340 loss: 1.6340 2022/08/16 15:58:49 - mmengine - INFO - Epoch(train) [235][500/3757] lr: 1.8112e-03 eta: 7:21:58 time: 0.3313 data_time: 0.0170 memory: 9201 grad_norm: 7.2320 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.4920 loss: 1.4920 2022/08/16 15:59:23 - mmengine - INFO - Epoch(train) [235][600/3757] lr: 1.8112e-03 eta: 7:21:25 time: 0.3332 data_time: 0.0186 memory: 9201 grad_norm: 7.1970 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.5467 loss: 1.5467 2022/08/16 15:59:56 - mmengine - INFO - Epoch(train) [235][700/3757] lr: 1.8112e-03 eta: 7:20:53 time: 0.3314 data_time: 0.0165 memory: 9201 grad_norm: 7.3026 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7117 loss: 1.7117 2022/08/16 16:00:29 - mmengine - INFO - Epoch(train) [235][800/3757] lr: 1.8112e-03 eta: 7:20:21 time: 0.3276 data_time: 0.0172 memory: 9201 grad_norm: 7.4145 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4317 loss: 1.4317 2022/08/16 16:00:50 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 16:01:03 - mmengine - INFO - Epoch(train) [235][900/3757] lr: 1.8112e-03 eta: 7:19:49 time: 0.3328 data_time: 0.0184 memory: 9201 grad_norm: 6.9980 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4968 loss: 1.4968 2022/08/16 16:01:37 - mmengine - INFO - Epoch(train) [235][1000/3757] lr: 1.8112e-03 eta: 7:19:17 time: 0.3374 data_time: 0.0193 memory: 9201 grad_norm: 7.3476 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3098 loss: 1.3098 2022/08/16 16:02:10 - mmengine - INFO - Epoch(train) [235][1100/3757] lr: 1.8112e-03 eta: 7:18:44 time: 0.3298 data_time: 0.0169 memory: 9201 grad_norm: 7.6709 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5714 loss: 1.5714 2022/08/16 16:02:44 - mmengine - INFO - Epoch(train) [235][1200/3757] lr: 1.8112e-03 eta: 7:18:12 time: 0.3317 data_time: 0.0181 memory: 9201 grad_norm: 7.3172 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4272 loss: 1.4272 2022/08/16 16:03:17 - mmengine - INFO - Epoch(train) [235][1300/3757] lr: 1.8112e-03 eta: 7:17:40 time: 0.3307 data_time: 0.0171 memory: 9201 grad_norm: 7.4683 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7708 loss: 1.7708 2022/08/16 16:03:51 - mmengine - INFO - Epoch(train) [235][1400/3757] lr: 1.8112e-03 eta: 7:17:08 time: 0.3315 data_time: 0.0184 memory: 9201 grad_norm: 7.4357 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7113 loss: 1.7113 2022/08/16 16:04:24 - mmengine - INFO - Epoch(train) [235][1500/3757] lr: 1.8112e-03 eta: 7:16:36 time: 0.3334 data_time: 0.0184 memory: 9201 grad_norm: 7.2977 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5134 loss: 1.5134 2022/08/16 16:04:58 - mmengine - INFO - Epoch(train) [235][1600/3757] lr: 1.8112e-03 eta: 7:16:04 time: 0.3290 data_time: 0.0174 memory: 9201 grad_norm: 7.3801 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3851 loss: 1.3851 2022/08/16 16:05:31 - mmengine - INFO - Epoch(train) [235][1700/3757] lr: 1.8112e-03 eta: 7:15:31 time: 0.3300 data_time: 0.0177 memory: 9201 grad_norm: 7.1521 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4255 loss: 1.4255 2022/08/16 16:06:04 - mmengine - INFO - Epoch(train) [235][1800/3757] lr: 1.8112e-03 eta: 7:14:59 time: 0.3301 data_time: 0.0187 memory: 9201 grad_norm: 7.3324 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4269 loss: 1.4269 2022/08/16 16:06:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 16:06:38 - mmengine - INFO - Epoch(train) [235][1900/3757] lr: 1.8112e-03 eta: 7:14:27 time: 0.3313 data_time: 0.0171 memory: 9201 grad_norm: 7.6534 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5511 loss: 1.5511 2022/08/16 16:07:11 - mmengine - INFO - Epoch(train) [235][2000/3757] lr: 1.8112e-03 eta: 7:13:55 time: 0.3287 data_time: 0.0168 memory: 9201 grad_norm: 7.6867 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5850 loss: 1.5850 2022/08/16 16:07:44 - mmengine - INFO - Epoch(train) [235][2100/3757] lr: 1.8112e-03 eta: 7:13:23 time: 0.3298 data_time: 0.0192 memory: 9201 grad_norm: 7.3769 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5332 loss: 1.5332 2022/08/16 16:08:18 - mmengine - INFO - Epoch(train) [235][2200/3757] lr: 1.8112e-03 eta: 7:12:50 time: 0.3310 data_time: 0.0182 memory: 9201 grad_norm: 7.2842 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6238 loss: 1.6238 2022/08/16 16:08:51 - mmengine - INFO - Epoch(train) [235][2300/3757] lr: 1.8112e-03 eta: 7:12:18 time: 0.3339 data_time: 0.0184 memory: 9201 grad_norm: 7.3385 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5312 loss: 1.5312 2022/08/16 16:09:25 - mmengine - INFO - Epoch(train) [235][2400/3757] lr: 1.8112e-03 eta: 7:11:46 time: 0.3305 data_time: 0.0173 memory: 9201 grad_norm: 7.7670 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7080 loss: 1.7080 2022/08/16 16:09:58 - mmengine - INFO - Epoch(train) [235][2500/3757] lr: 1.8112e-03 eta: 7:11:14 time: 0.3288 data_time: 0.0172 memory: 9201 grad_norm: 7.2469 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3091 loss: 1.3091 2022/08/16 16:10:32 - mmengine - INFO - Epoch(train) [235][2600/3757] lr: 1.8112e-03 eta: 7:10:42 time: 0.3332 data_time: 0.0178 memory: 9201 grad_norm: 7.5492 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6670 loss: 1.6670 2022/08/16 16:11:05 - mmengine - INFO - Epoch(train) [235][2700/3757] lr: 1.8112e-03 eta: 7:10:09 time: 0.3316 data_time: 0.0181 memory: 9201 grad_norm: 7.7749 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5024 loss: 1.5024 2022/08/16 16:11:38 - mmengine - INFO - Epoch(train) [235][2800/3757] lr: 1.8112e-03 eta: 7:09:37 time: 0.3302 data_time: 0.0176 memory: 9201 grad_norm: 7.5755 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7385 loss: 1.7385 2022/08/16 16:11:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 16:12:12 - mmengine - INFO - Epoch(train) [235][2900/3757] lr: 1.8112e-03 eta: 7:09:05 time: 0.3309 data_time: 0.0180 memory: 9201 grad_norm: 7.5060 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4477 loss: 1.4477 2022/08/16 16:12:45 - mmengine - INFO - Epoch(train) [235][3000/3757] lr: 1.8112e-03 eta: 7:08:33 time: 0.3302 data_time: 0.0184 memory: 9201 grad_norm: 7.2978 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6701 loss: 1.6701 2022/08/16 16:13:19 - mmengine - INFO - Epoch(train) [235][3100/3757] lr: 1.8112e-03 eta: 7:08:01 time: 0.3304 data_time: 0.0164 memory: 9201 grad_norm: 7.5871 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8073 loss: 1.8073 2022/08/16 16:13:52 - mmengine - INFO - Epoch(train) [235][3200/3757] lr: 1.8112e-03 eta: 7:07:28 time: 0.3329 data_time: 0.0183 memory: 9201 grad_norm: 7.3106 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6672 loss: 1.6672 2022/08/16 16:14:26 - mmengine - INFO - Epoch(train) [235][3300/3757] lr: 1.8112e-03 eta: 7:06:56 time: 0.3328 data_time: 0.0187 memory: 9201 grad_norm: 7.6690 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5666 loss: 1.5666 2022/08/16 16:14:59 - mmengine - INFO - Epoch(train) [235][3400/3757] lr: 1.8112e-03 eta: 7:06:24 time: 0.3308 data_time: 0.0176 memory: 9201 grad_norm: 7.3505 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4390 loss: 1.4390 2022/08/16 16:15:33 - mmengine - INFO - Epoch(train) [235][3500/3757] lr: 1.8112e-03 eta: 7:05:52 time: 0.3312 data_time: 0.0176 memory: 9201 grad_norm: 7.3786 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3505 loss: 1.3505 2022/08/16 16:16:06 - mmengine - INFO - Epoch(train) [235][3600/3757] lr: 1.8112e-03 eta: 7:05:20 time: 0.3315 data_time: 0.0186 memory: 9201 grad_norm: 7.2982 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0972 loss: 1.0972 2022/08/16 16:16:39 - mmengine - INFO - Epoch(train) [235][3700/3757] lr: 1.8112e-03 eta: 7:04:47 time: 0.3304 data_time: 0.0185 memory: 9201 grad_norm: 7.4933 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5841 loss: 1.5841 2022/08/16 16:16:58 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 16:16:58 - mmengine - INFO - Epoch(train) [235][3757/3757] lr: 1.8112e-03 eta: 7:04:34 time: 0.3142 data_time: 0.0180 memory: 9201 grad_norm: 7.3985 top1_acc: 0.2857 top5_acc: 1.0000 loss_cls: 1.2989 loss: 1.2989 2022/08/16 16:17:21 - mmengine - INFO - Epoch(val) [235][100/310] eta: 0:00:45 time: 0.2149 data_time: 0.1037 memory: 1522 2022/08/16 16:17:42 - mmengine - INFO - Epoch(val) [235][200/310] eta: 0:00:22 time: 0.2053 data_time: 0.0959 memory: 1522 2022/08/16 16:18:03 - mmengine - INFO - Epoch(val) [235][300/310] eta: 0:00:02 time: 0.2052 data_time: 0.0951 memory: 1522 2022/08/16 16:18:07 - mmengine - INFO - Epoch(val) [235][310/310] acc/top1: 0.6800 acc/top5: 0.8757 acc/mean1: 0.6799 2022/08/16 16:18:07 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb/best_acc/top1_epoch_231.pth is removed 2022/08/16 16:18:11 - mmengine - INFO - The best checkpoint with 0.6800 acc/top1 at 236 epoch is saved to best_acc/top1_epoch_236.pth. 2022/08/16 16:18:45 - mmengine - INFO - Epoch(train) [236][100/3757] lr: 1.6512e-03 eta: 7:03:56 time: 0.3342 data_time: 0.0189 memory: 9201 grad_norm: 7.4793 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6178 loss: 1.6178 2022/08/16 16:18:47 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 16:19:19 - mmengine - INFO - Epoch(train) [236][200/3757] lr: 1.6512e-03 eta: 7:03:24 time: 0.3290 data_time: 0.0175 memory: 9201 grad_norm: 7.3670 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5308 loss: 1.5308 2022/08/16 16:19:52 - mmengine - INFO - Epoch(train) [236][300/3757] lr: 1.6512e-03 eta: 7:02:52 time: 0.3318 data_time: 0.0192 memory: 9201 grad_norm: 7.4408 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4829 loss: 1.4829 2022/08/16 16:20:25 - mmengine - INFO - Epoch(train) [236][400/3757] lr: 1.6512e-03 eta: 7:02:20 time: 0.3295 data_time: 0.0171 memory: 9201 grad_norm: 7.3754 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0809 loss: 1.0809 2022/08/16 16:20:59 - mmengine - INFO - Epoch(train) [236][500/3757] lr: 1.6512e-03 eta: 7:01:47 time: 0.3317 data_time: 0.0190 memory: 9201 grad_norm: 7.4626 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4914 loss: 1.4914 2022/08/16 16:21:32 - mmengine - INFO - Epoch(train) [236][600/3757] lr: 1.6512e-03 eta: 7:01:15 time: 0.3296 data_time: 0.0177 memory: 9201 grad_norm: 7.7361 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6563 loss: 1.6563 2022/08/16 16:22:05 - mmengine - INFO - Epoch(train) [236][700/3757] lr: 1.6512e-03 eta: 7:00:43 time: 0.3294 data_time: 0.0189 memory: 9201 grad_norm: 7.2925 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2699 loss: 1.2699 2022/08/16 16:22:38 - mmengine - INFO - Epoch(train) [236][800/3757] lr: 1.6512e-03 eta: 7:00:11 time: 0.3316 data_time: 0.0178 memory: 9201 grad_norm: 7.5838 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7015 loss: 1.7015 2022/08/16 16:23:12 - mmengine - INFO - Epoch(train) [236][900/3757] lr: 1.6512e-03 eta: 6:59:39 time: 0.3295 data_time: 0.0171 memory: 9201 grad_norm: 7.2493 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4693 loss: 1.4693 2022/08/16 16:23:45 - mmengine - INFO - Epoch(train) [236][1000/3757] lr: 1.6512e-03 eta: 6:59:06 time: 0.3311 data_time: 0.0183 memory: 9201 grad_norm: 7.6231 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6583 loss: 1.6583 2022/08/16 16:24:19 - mmengine - INFO - Epoch(train) [236][1100/3757] lr: 1.6512e-03 eta: 6:58:34 time: 0.3296 data_time: 0.0178 memory: 9201 grad_norm: 7.7775 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3724 loss: 1.3724 2022/08/16 16:24:21 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 16:24:52 - mmengine - INFO - Epoch(train) [236][1200/3757] lr: 1.6512e-03 eta: 6:58:02 time: 0.3312 data_time: 0.0172 memory: 9201 grad_norm: 7.4185 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3420 loss: 1.3420 2022/08/16 16:25:26 - mmengine - INFO - Epoch(train) [236][1300/3757] lr: 1.6512e-03 eta: 6:57:30 time: 0.3322 data_time: 0.0181 memory: 9201 grad_norm: 7.4845 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4431 loss: 1.4431 2022/08/16 16:25:59 - mmengine - INFO - Epoch(train) [236][1400/3757] lr: 1.6512e-03 eta: 6:56:58 time: 0.3296 data_time: 0.0165 memory: 9201 grad_norm: 7.5361 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6712 loss: 1.6712 2022/08/16 16:26:33 - mmengine - INFO - Epoch(train) [236][1500/3757] lr: 1.6512e-03 eta: 6:56:25 time: 0.3307 data_time: 0.0177 memory: 9201 grad_norm: 7.5070 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7073 loss: 1.7073 2022/08/16 16:27:06 - mmengine - INFO - Epoch(train) [236][1600/3757] lr: 1.6512e-03 eta: 6:55:53 time: 0.3313 data_time: 0.0175 memory: 9201 grad_norm: 7.4249 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3469 loss: 1.3469 2022/08/16 16:27:39 - mmengine - INFO - Epoch(train) [236][1700/3757] lr: 1.6512e-03 eta: 6:55:21 time: 0.3301 data_time: 0.0183 memory: 9201 grad_norm: 7.7510 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6351 loss: 1.6351 2022/08/16 16:28:13 - mmengine - INFO - Epoch(train) [236][1800/3757] lr: 1.6512e-03 eta: 6:54:49 time: 0.3319 data_time: 0.0173 memory: 9201 grad_norm: 7.5817 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5039 loss: 1.5039 2022/08/16 16:28:46 - mmengine - INFO - Epoch(train) [236][1900/3757] lr: 1.6512e-03 eta: 6:54:17 time: 0.3314 data_time: 0.0186 memory: 9201 grad_norm: 6.9503 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4978 loss: 1.4978 2022/08/16 16:29:20 - mmengine - INFO - Epoch(train) [236][2000/3757] lr: 1.6512e-03 eta: 6:53:44 time: 0.3305 data_time: 0.0181 memory: 9201 grad_norm: 7.6915 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5494 loss: 1.5494 2022/08/16 16:29:53 - mmengine - INFO - Epoch(train) [236][2100/3757] lr: 1.6512e-03 eta: 6:53:12 time: 0.3351 data_time: 0.0189 memory: 9201 grad_norm: 7.8598 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6224 loss: 1.6224 2022/08/16 16:29:55 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 16:30:27 - mmengine - INFO - Epoch(train) [236][2200/3757] lr: 1.6512e-03 eta: 6:52:40 time: 0.3299 data_time: 0.0184 memory: 9201 grad_norm: 7.6408 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4806 loss: 1.4806 2022/08/16 16:31:00 - mmengine - INFO - Epoch(train) [236][2300/3757] lr: 1.6512e-03 eta: 6:52:08 time: 0.3299 data_time: 0.0168 memory: 9201 grad_norm: 7.4224 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5406 loss: 1.5406 2022/08/16 16:31:34 - mmengine - INFO - Epoch(train) [236][2400/3757] lr: 1.6512e-03 eta: 6:51:36 time: 0.3340 data_time: 0.0179 memory: 9201 grad_norm: 7.5041 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3461 loss: 1.3461 2022/08/16 16:32:07 - mmengine - INFO - Epoch(train) [236][2500/3757] lr: 1.6512e-03 eta: 6:51:03 time: 0.3320 data_time: 0.0180 memory: 9201 grad_norm: 7.3823 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4763 loss: 1.4763 2022/08/16 16:32:40 - mmengine - INFO - Epoch(train) [236][2600/3757] lr: 1.6512e-03 eta: 6:50:31 time: 0.3303 data_time: 0.0170 memory: 9201 grad_norm: 7.5598 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4058 loss: 1.4058 2022/08/16 16:33:14 - mmengine - INFO - Epoch(train) [236][2700/3757] lr: 1.6512e-03 eta: 6:49:59 time: 0.3414 data_time: 0.0186 memory: 9201 grad_norm: 7.3369 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5141 loss: 1.5141 2022/08/16 16:33:47 - mmengine - INFO - Epoch(train) [236][2800/3757] lr: 1.6512e-03 eta: 6:49:27 time: 0.3314 data_time: 0.0188 memory: 9201 grad_norm: 7.8778 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5566 loss: 1.5566 2022/08/16 16:34:21 - mmengine - INFO - Epoch(train) [236][2900/3757] lr: 1.6512e-03 eta: 6:48:55 time: 0.3308 data_time: 0.0175 memory: 9201 grad_norm: 7.6728 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2532 loss: 1.2532 2022/08/16 16:34:54 - mmengine - INFO - Epoch(train) [236][3000/3757] lr: 1.6512e-03 eta: 6:48:22 time: 0.3314 data_time: 0.0181 memory: 9201 grad_norm: 7.3581 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4324 loss: 1.4324 2022/08/16 16:35:28 - mmengine - INFO - Epoch(train) [236][3100/3757] lr: 1.6512e-03 eta: 6:47:50 time: 0.3295 data_time: 0.0175 memory: 9201 grad_norm: 7.5011 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3609 loss: 1.3609 2022/08/16 16:35:29 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 16:36:01 - mmengine - INFO - Epoch(train) [236][3200/3757] lr: 1.6512e-03 eta: 6:47:18 time: 0.3309 data_time: 0.0179 memory: 9201 grad_norm: 7.5992 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3248 loss: 1.3248 2022/08/16 16:36:34 - mmengine - INFO - Epoch(train) [236][3300/3757] lr: 1.6512e-03 eta: 6:46:46 time: 0.3330 data_time: 0.0182 memory: 9201 grad_norm: 7.5973 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5991 loss: 1.5991 2022/08/16 16:37:08 - mmengine - INFO - Epoch(train) [236][3400/3757] lr: 1.6512e-03 eta: 6:46:14 time: 0.3309 data_time: 0.0183 memory: 9201 grad_norm: 7.6574 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7467 loss: 1.7467 2022/08/16 16:37:41 - mmengine - INFO - Epoch(train) [236][3500/3757] lr: 1.6512e-03 eta: 6:45:41 time: 0.3304 data_time: 0.0173 memory: 9201 grad_norm: 7.5048 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8238 loss: 1.8238 2022/08/16 16:38:15 - mmengine - INFO - Epoch(train) [236][3600/3757] lr: 1.6512e-03 eta: 6:45:09 time: 0.3329 data_time: 0.0175 memory: 9201 grad_norm: 7.4159 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4597 loss: 1.4597 2022/08/16 16:38:48 - mmengine - INFO - Epoch(train) [236][3700/3757] lr: 1.6512e-03 eta: 6:44:37 time: 0.3321 data_time: 0.0185 memory: 9201 grad_norm: 7.7094 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4967 loss: 1.4967 2022/08/16 16:39:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 16:39:07 - mmengine - INFO - Epoch(train) [236][3757/3757] lr: 1.6512e-03 eta: 6:44:24 time: 0.3151 data_time: 0.0162 memory: 9201 grad_norm: 7.7749 top1_acc: 0.7143 top5_acc: 0.7143 loss_cls: 1.5511 loss: 1.5511 2022/08/16 16:39:07 - mmengine - INFO - Saving checkpoint at 236 epochs 2022/08/16 16:39:46 - mmengine - INFO - Epoch(train) [237][100/3757] lr: 1.4984e-03 eta: 6:43:46 time: 0.3302 data_time: 0.0184 memory: 9201 grad_norm: 7.6598 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5721 loss: 1.5721 2022/08/16 16:40:19 - mmengine - INFO - Epoch(train) [237][200/3757] lr: 1.4984e-03 eta: 6:43:14 time: 0.3308 data_time: 0.0180 memory: 9201 grad_norm: 7.5698 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3027 loss: 1.3027 2022/08/16 16:40:53 - mmengine - INFO - Epoch(train) [237][300/3757] lr: 1.4984e-03 eta: 6:42:41 time: 0.3293 data_time: 0.0180 memory: 9201 grad_norm: 7.4219 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6448 loss: 1.6448 2022/08/16 16:41:09 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 16:41:26 - mmengine - INFO - Epoch(train) [237][400/3757] lr: 1.4984e-03 eta: 6:42:09 time: 0.3309 data_time: 0.0178 memory: 9201 grad_norm: 7.3864 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3419 loss: 1.3419 2022/08/16 16:41:59 - mmengine - INFO - Epoch(train) [237][500/3757] lr: 1.4984e-03 eta: 6:41:37 time: 0.3302 data_time: 0.0173 memory: 9201 grad_norm: 7.6042 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4143 loss: 1.4143 2022/08/16 16:42:33 - mmengine - INFO - Epoch(train) [237][600/3757] lr: 1.4984e-03 eta: 6:41:05 time: 0.3315 data_time: 0.0185 memory: 9201 grad_norm: 7.4698 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2611 loss: 1.2611 2022/08/16 16:43:07 - mmengine - INFO - Epoch(train) [237][700/3757] lr: 1.4984e-03 eta: 6:40:33 time: 0.3320 data_time: 0.0168 memory: 9201 grad_norm: 7.9146 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4521 loss: 1.4521 2022/08/16 16:43:40 - mmengine - INFO - Epoch(train) [237][800/3757] lr: 1.4984e-03 eta: 6:40:00 time: 0.3305 data_time: 0.0183 memory: 9201 grad_norm: 7.7345 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2678 loss: 1.2678 2022/08/16 16:44:14 - mmengine - INFO - Epoch(train) [237][900/3757] lr: 1.4984e-03 eta: 6:39:28 time: 0.3303 data_time: 0.0182 memory: 9201 grad_norm: 7.4664 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4728 loss: 1.4728 2022/08/16 16:44:47 - mmengine - INFO - Epoch(train) [237][1000/3757] lr: 1.4984e-03 eta: 6:38:56 time: 0.3304 data_time: 0.0173 memory: 9201 grad_norm: 7.6780 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5028 loss: 1.5028 2022/08/16 16:45:21 - mmengine - INFO - Epoch(train) [237][1100/3757] lr: 1.4984e-03 eta: 6:38:24 time: 0.3329 data_time: 0.0183 memory: 9201 grad_norm: 7.6454 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3945 loss: 1.3945 2022/08/16 16:45:54 - mmengine - INFO - Epoch(train) [237][1200/3757] lr: 1.4984e-03 eta: 6:37:52 time: 0.3306 data_time: 0.0180 memory: 9201 grad_norm: 7.7915 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4859 loss: 1.4859 2022/08/16 16:46:28 - mmengine - INFO - Epoch(train) [237][1300/3757] lr: 1.4984e-03 eta: 6:37:19 time: 0.3295 data_time: 0.0169 memory: 9201 grad_norm: 7.4955 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4951 loss: 1.4951 2022/08/16 16:46:44 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 16:47:01 - mmengine - INFO - Epoch(train) [237][1400/3757] lr: 1.4984e-03 eta: 6:36:47 time: 0.3308 data_time: 0.0187 memory: 9201 grad_norm: 7.7140 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4615 loss: 1.4615 2022/08/16 16:47:34 - mmengine - INFO - Epoch(train) [237][1500/3757] lr: 1.4984e-03 eta: 6:36:15 time: 0.3334 data_time: 0.0189 memory: 9201 grad_norm: 7.3940 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4289 loss: 1.4289 2022/08/16 16:48:08 - mmengine - INFO - Epoch(train) [237][1600/3757] lr: 1.4984e-03 eta: 6:35:43 time: 0.3296 data_time: 0.0180 memory: 9201 grad_norm: 7.4455 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4436 loss: 1.4436 2022/08/16 16:48:41 - mmengine - INFO - Epoch(train) [237][1700/3757] lr: 1.4984e-03 eta: 6:35:11 time: 0.3326 data_time: 0.0177 memory: 9201 grad_norm: 7.8310 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3394 loss: 1.3394 2022/08/16 16:49:15 - mmengine - INFO - Epoch(train) [237][1800/3757] lr: 1.4984e-03 eta: 6:34:38 time: 0.3317 data_time: 0.0194 memory: 9201 grad_norm: 7.6581 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6903 loss: 1.6903 2022/08/16 16:49:48 - mmengine - INFO - Epoch(train) [237][1900/3757] lr: 1.4984e-03 eta: 6:34:06 time: 0.3330 data_time: 0.0179 memory: 9201 grad_norm: 7.8043 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4324 loss: 1.4324 2022/08/16 16:50:22 - mmengine - INFO - Epoch(train) [237][2000/3757] lr: 1.4984e-03 eta: 6:33:34 time: 0.3296 data_time: 0.0185 memory: 9201 grad_norm: 7.4469 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.1469 loss: 1.1469 2022/08/16 16:50:55 - mmengine - INFO - Epoch(train) [237][2100/3757] lr: 1.4984e-03 eta: 6:33:02 time: 0.3317 data_time: 0.0183 memory: 9201 grad_norm: 7.6574 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0749 loss: 1.0749 2022/08/16 16:51:29 - mmengine - INFO - Epoch(train) [237][2200/3757] lr: 1.4984e-03 eta: 6:32:30 time: 0.3300 data_time: 0.0179 memory: 9201 grad_norm: 7.8657 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6410 loss: 1.6410 2022/08/16 16:52:02 - mmengine - INFO - Epoch(train) [237][2300/3757] lr: 1.4984e-03 eta: 6:31:57 time: 0.3308 data_time: 0.0187 memory: 9201 grad_norm: 7.8095 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6017 loss: 1.6017 2022/08/16 16:52:18 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 16:52:35 - mmengine - INFO - Epoch(train) [237][2400/3757] lr: 1.4984e-03 eta: 6:31:25 time: 0.3299 data_time: 0.0177 memory: 9201 grad_norm: 7.6466 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.2802 loss: 1.2802 2022/08/16 16:53:09 - mmengine - INFO - Epoch(train) [237][2500/3757] lr: 1.4984e-03 eta: 6:30:53 time: 0.3305 data_time: 0.0172 memory: 9201 grad_norm: 7.7177 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4050 loss: 1.4050 2022/08/16 16:53:42 - mmengine - INFO - Epoch(train) [237][2600/3757] lr: 1.4984e-03 eta: 6:30:21 time: 0.3303 data_time: 0.0190 memory: 9201 grad_norm: 7.2792 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6184 loss: 1.6184 2022/08/16 16:54:16 - mmengine - INFO - Epoch(train) [237][2700/3757] lr: 1.4984e-03 eta: 6:29:48 time: 0.3310 data_time: 0.0185 memory: 9201 grad_norm: 7.6784 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2114 loss: 1.2114 2022/08/16 16:54:49 - mmengine - INFO - Epoch(train) [237][2800/3757] lr: 1.4984e-03 eta: 6:29:16 time: 0.3306 data_time: 0.0180 memory: 9201 grad_norm: 7.6263 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.3604 loss: 1.3604 2022/08/16 16:55:22 - mmengine - INFO - Epoch(train) [237][2900/3757] lr: 1.4984e-03 eta: 6:28:44 time: 0.3311 data_time: 0.0176 memory: 9201 grad_norm: 7.4269 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.2813 loss: 1.2813 2022/08/16 16:55:56 - mmengine - INFO - Epoch(train) [237][3000/3757] lr: 1.4984e-03 eta: 6:28:12 time: 0.3341 data_time: 0.0184 memory: 9201 grad_norm: 7.3501 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.0648 loss: 1.0648 2022/08/16 16:56:29 - mmengine - INFO - Epoch(train) [237][3100/3757] lr: 1.4984e-03 eta: 6:27:40 time: 0.3293 data_time: 0.0197 memory: 9201 grad_norm: 7.5105 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4698 loss: 1.4698 2022/08/16 16:57:03 - mmengine - INFO - Epoch(train) [237][3200/3757] lr: 1.4984e-03 eta: 6:27:07 time: 0.3303 data_time: 0.0174 memory: 9201 grad_norm: 7.9443 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6685 loss: 1.6685 2022/08/16 16:57:36 - mmengine - INFO - Epoch(train) [237][3300/3757] lr: 1.4984e-03 eta: 6:26:35 time: 0.3333 data_time: 0.0189 memory: 9201 grad_norm: 7.3359 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2591 loss: 1.2591 2022/08/16 16:57:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 16:58:10 - mmengine - INFO - Epoch(train) [237][3400/3757] lr: 1.4984e-03 eta: 6:26:03 time: 0.3361 data_time: 0.0193 memory: 9201 grad_norm: 7.8873 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6891 loss: 1.6891 2022/08/16 16:58:43 - mmengine - INFO - Epoch(train) [237][3500/3757] lr: 1.4984e-03 eta: 6:25:31 time: 0.3322 data_time: 0.0179 memory: 9201 grad_norm: 7.8480 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6069 loss: 1.6069 2022/08/16 16:59:17 - mmengine - INFO - Epoch(train) [237][3600/3757] lr: 1.4984e-03 eta: 6:24:58 time: 0.3285 data_time: 0.0171 memory: 9201 grad_norm: 7.8388 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5190 loss: 1.5190 2022/08/16 16:59:50 - mmengine - INFO - Epoch(train) [237][3700/3757] lr: 1.4984e-03 eta: 6:24:26 time: 0.3320 data_time: 0.0172 memory: 9201 grad_norm: 7.8603 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.6261 loss: 1.6261 2022/08/16 17:00:09 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 17:00:09 - mmengine - INFO - Epoch(train) [237][3757/3757] lr: 1.4984e-03 eta: 6:24:13 time: 0.3131 data_time: 0.0167 memory: 9201 grad_norm: 7.5590 top1_acc: 0.5714 top5_acc: 0.5714 loss_cls: 1.5303 loss: 1.5303 2022/08/16 17:00:44 - mmengine - INFO - Epoch(train) [238][100/3757] lr: 1.3530e-03 eta: 6:23:35 time: 0.3315 data_time: 0.0170 memory: 9201 grad_norm: 7.4586 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0132 loss: 1.0132 2022/08/16 17:01:18 - mmengine - INFO - Epoch(train) [238][200/3757] lr: 1.3530e-03 eta: 6:23:03 time: 0.3324 data_time: 0.0189 memory: 9201 grad_norm: 7.4501 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3417 loss: 1.3417 2022/08/16 17:01:51 - mmengine - INFO - Epoch(train) [238][300/3757] lr: 1.3530e-03 eta: 6:22:31 time: 0.3305 data_time: 0.0185 memory: 9201 grad_norm: 7.6421 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.3184 loss: 1.3184 2022/08/16 17:02:24 - mmengine - INFO - Epoch(train) [238][400/3757] lr: 1.3530e-03 eta: 6:21:59 time: 0.3299 data_time: 0.0174 memory: 9201 grad_norm: 7.7745 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5765 loss: 1.5765 2022/08/16 17:02:58 - mmengine - INFO - Epoch(train) [238][500/3757] lr: 1.3530e-03 eta: 6:21:27 time: 0.3325 data_time: 0.0181 memory: 9201 grad_norm: 7.3955 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4982 loss: 1.4982 2022/08/16 17:03:28 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 17:03:31 - mmengine - INFO - Epoch(train) [238][600/3757] lr: 1.3530e-03 eta: 6:20:54 time: 0.3294 data_time: 0.0174 memory: 9201 grad_norm: 7.4828 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.2440 loss: 1.2440 2022/08/16 17:04:05 - mmengine - INFO - Epoch(train) [238][700/3757] lr: 1.3530e-03 eta: 6:20:22 time: 0.3313 data_time: 0.0174 memory: 9201 grad_norm: 8.1884 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7569 loss: 1.7569 2022/08/16 17:04:38 - mmengine - INFO - Epoch(train) [238][800/3757] lr: 1.3530e-03 eta: 6:19:50 time: 0.3333 data_time: 0.0188 memory: 9201 grad_norm: 7.5126 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4174 loss: 1.4174 2022/08/16 17:05:12 - mmengine - INFO - Epoch(train) [238][900/3757] lr: 1.3530e-03 eta: 6:19:18 time: 0.3298 data_time: 0.0173 memory: 9201 grad_norm: 7.6069 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2603 loss: 1.2603 2022/08/16 17:05:45 - mmengine - INFO - Epoch(train) [238][1000/3757] lr: 1.3530e-03 eta: 6:18:45 time: 0.3307 data_time: 0.0160 memory: 9201 grad_norm: 7.3225 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2859 loss: 1.2859 2022/08/16 17:06:18 - mmengine - INFO - Epoch(train) [238][1100/3757] lr: 1.3530e-03 eta: 6:18:13 time: 0.3291 data_time: 0.0179 memory: 9201 grad_norm: 7.7243 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.1678 loss: 1.1678 2022/08/16 17:06:52 - mmengine - INFO - Epoch(train) [238][1200/3757] lr: 1.3530e-03 eta: 6:17:41 time: 0.3290 data_time: 0.0176 memory: 9201 grad_norm: 7.5238 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3783 loss: 1.3783 2022/08/16 17:07:25 - mmengine - INFO - Epoch(train) [238][1300/3757] lr: 1.3530e-03 eta: 6:17:09 time: 0.3294 data_time: 0.0182 memory: 9201 grad_norm: 7.7603 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4230 loss: 1.4230 2022/08/16 17:07:59 - mmengine - INFO - Epoch(train) [238][1400/3757] lr: 1.3530e-03 eta: 6:16:37 time: 0.3307 data_time: 0.0187 memory: 9201 grad_norm: 7.5350 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.1897 loss: 1.1897 2022/08/16 17:08:32 - mmengine - INFO - Epoch(train) [238][1500/3757] lr: 1.3530e-03 eta: 6:16:04 time: 0.3312 data_time: 0.0186 memory: 9201 grad_norm: 7.5486 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5772 loss: 1.5772 2022/08/16 17:09:02 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 17:09:05 - mmengine - INFO - Epoch(train) [238][1600/3757] lr: 1.3530e-03 eta: 6:15:32 time: 0.3290 data_time: 0.0177 memory: 9201 grad_norm: 7.8222 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3361 loss: 1.3361 2022/08/16 17:09:39 - mmengine - INFO - Epoch(train) [238][1700/3757] lr: 1.3530e-03 eta: 6:15:00 time: 0.3328 data_time: 0.0190 memory: 9201 grad_norm: 7.5849 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5244 loss: 1.5244 2022/08/16 17:10:12 - mmengine - INFO - Epoch(train) [238][1800/3757] lr: 1.3530e-03 eta: 6:14:28 time: 0.3397 data_time: 0.0165 memory: 9201 grad_norm: 7.5515 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5303 loss: 1.5303 2022/08/16 17:10:46 - mmengine - INFO - Epoch(train) [238][1900/3757] lr: 1.3530e-03 eta: 6:13:55 time: 0.3309 data_time: 0.0161 memory: 9201 grad_norm: 7.8898 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5605 loss: 1.5605 2022/08/16 17:11:19 - mmengine - INFO - Epoch(train) [238][2000/3757] lr: 1.3530e-03 eta: 6:13:23 time: 0.3322 data_time: 0.0183 memory: 9201 grad_norm: 7.7185 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5615 loss: 1.5615 2022/08/16 17:11:53 - mmengine - INFO - Epoch(train) [238][2100/3757] lr: 1.3530e-03 eta: 6:12:51 time: 0.3297 data_time: 0.0173 memory: 9201 grad_norm: 7.7559 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6774 loss: 1.6774 2022/08/16 17:12:26 - mmengine - INFO - Epoch(train) [238][2200/3757] lr: 1.3530e-03 eta: 6:12:19 time: 0.3318 data_time: 0.0178 memory: 9201 grad_norm: 8.2602 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.3696 loss: 1.3696 2022/08/16 17:12:59 - mmengine - INFO - Epoch(train) [238][2300/3757] lr: 1.3530e-03 eta: 6:11:47 time: 0.3305 data_time: 0.0187 memory: 9201 grad_norm: 8.0267 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5102 loss: 1.5102 2022/08/16 17:13:33 - mmengine - INFO - Epoch(train) [238][2400/3757] lr: 1.3530e-03 eta: 6:11:14 time: 0.3311 data_time: 0.0181 memory: 9201 grad_norm: 7.6255 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2607 loss: 1.2607 2022/08/16 17:14:06 - mmengine - INFO - Epoch(train) [238][2500/3757] lr: 1.3530e-03 eta: 6:10:42 time: 0.3309 data_time: 0.0172 memory: 9201 grad_norm: 7.5125 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.1948 loss: 1.1948 2022/08/16 17:14:37 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 17:14:40 - mmengine - INFO - Epoch(train) [238][2600/3757] lr: 1.3530e-03 eta: 6:10:10 time: 0.3338 data_time: 0.0184 memory: 9201 grad_norm: 7.8178 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3919 loss: 1.3919 2022/08/16 17:15:13 - mmengine - INFO - Epoch(train) [238][2700/3757] lr: 1.3530e-03 eta: 6:09:38 time: 0.3296 data_time: 0.0171 memory: 9201 grad_norm: 7.8550 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6142 loss: 1.6142 2022/08/16 17:15:47 - mmengine - INFO - Epoch(train) [238][2800/3757] lr: 1.3530e-03 eta: 6:09:05 time: 0.3306 data_time: 0.0179 memory: 9201 grad_norm: 7.6943 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.5432 loss: 1.5432 2022/08/16 17:16:20 - mmengine - INFO - Epoch(train) [238][2900/3757] lr: 1.3530e-03 eta: 6:08:33 time: 0.3300 data_time: 0.0187 memory: 9201 grad_norm: 7.7506 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.6443 loss: 1.6443 2022/08/16 17:16:54 - mmengine - INFO - Epoch(train) [238][3000/3757] lr: 1.3530e-03 eta: 6:08:01 time: 0.3295 data_time: 0.0176 memory: 9201 grad_norm: 7.6095 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4374 loss: 1.4374 2022/08/16 17:17:27 - mmengine - INFO - Epoch(train) [238][3100/3757] lr: 1.3530e-03 eta: 6:07:29 time: 0.3314 data_time: 0.0183 memory: 9201 grad_norm: 7.8133 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5761 loss: 1.5761 2022/08/16 17:18:01 - mmengine - INFO - Epoch(train) [238][3200/3757] lr: 1.3530e-03 eta: 6:06:57 time: 0.3317 data_time: 0.0179 memory: 9201 grad_norm: 7.5319 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1493 loss: 1.1493 2022/08/16 17:18:34 - mmengine - INFO - Epoch(train) [238][3300/3757] lr: 1.3530e-03 eta: 6:06:24 time: 0.3294 data_time: 0.0169 memory: 9201 grad_norm: 7.9392 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4821 loss: 1.4821 2022/08/16 17:19:08 - mmengine - INFO - Epoch(train) [238][3400/3757] lr: 1.3530e-03 eta: 6:05:52 time: 0.3292 data_time: 0.0178 memory: 9201 grad_norm: 7.7960 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3911 loss: 1.3911 2022/08/16 17:19:42 - mmengine - INFO - Epoch(train) [238][3500/3757] lr: 1.3530e-03 eta: 6:05:20 time: 0.3604 data_time: 0.0192 memory: 9201 grad_norm: 7.6684 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4004 loss: 1.4004 2022/08/16 17:20:12 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 17:20:15 - mmengine - INFO - Epoch(train) [238][3600/3757] lr: 1.3530e-03 eta: 6:04:48 time: 0.3299 data_time: 0.0174 memory: 9201 grad_norm: 7.7178 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3356 loss: 1.3356 2022/08/16 17:20:48 - mmengine - INFO - Epoch(train) [238][3700/3757] lr: 1.3530e-03 eta: 6:04:15 time: 0.3303 data_time: 0.0170 memory: 9201 grad_norm: 7.8585 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5110 loss: 1.5110 2022/08/16 17:21:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 17:21:07 - mmengine - INFO - Epoch(train) [238][3757/3757] lr: 1.3530e-03 eta: 6:04:03 time: 0.3154 data_time: 0.0160 memory: 9201 grad_norm: 7.4269 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 1.6511 loss: 1.6511 2022/08/16 17:21:43 - mmengine - INFO - Epoch(train) [239][100/3757] lr: 1.2149e-03 eta: 6:03:25 time: 0.3317 data_time: 0.0176 memory: 9201 grad_norm: 7.7446 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4373 loss: 1.4373 2022/08/16 17:22:17 - mmengine - INFO - Epoch(train) [239][200/3757] lr: 1.2149e-03 eta: 6:02:52 time: 0.3326 data_time: 0.0179 memory: 9201 grad_norm: 7.5454 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4088 loss: 1.4088 2022/08/16 17:22:50 - mmengine - INFO - Epoch(train) [239][300/3757] lr: 1.2149e-03 eta: 6:02:20 time: 0.3334 data_time: 0.0187 memory: 9201 grad_norm: 7.7223 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5893 loss: 1.5893 2022/08/16 17:23:24 - mmengine - INFO - Epoch(train) [239][400/3757] lr: 1.2149e-03 eta: 6:01:48 time: 0.3289 data_time: 0.0174 memory: 9201 grad_norm: 7.8314 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4656 loss: 1.4656 2022/08/16 17:23:57 - mmengine - INFO - Epoch(train) [239][500/3757] lr: 1.2149e-03 eta: 6:01:16 time: 0.3302 data_time: 0.0176 memory: 9201 grad_norm: 7.7459 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4531 loss: 1.4531 2022/08/16 17:24:30 - mmengine - INFO - Epoch(train) [239][600/3757] lr: 1.2149e-03 eta: 6:00:43 time: 0.3279 data_time: 0.0172 memory: 9201 grad_norm: 7.7535 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4760 loss: 1.4760 2022/08/16 17:25:04 - mmengine - INFO - Epoch(train) [239][700/3757] lr: 1.2149e-03 eta: 6:00:11 time: 0.3313 data_time: 0.0184 memory: 9201 grad_norm: 7.6421 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2695 loss: 1.2695 2022/08/16 17:25:37 - mmengine - INFO - Epoch(train) [239][800/3757] lr: 1.2149e-03 eta: 5:59:39 time: 0.3296 data_time: 0.0168 memory: 9201 grad_norm: 7.8214 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5633 loss: 1.5633 2022/08/16 17:25:48 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 17:26:10 - mmengine - INFO - Epoch(train) [239][900/3757] lr: 1.2149e-03 eta: 5:59:07 time: 0.3314 data_time: 0.0176 memory: 9201 grad_norm: 7.6695 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2466 loss: 1.2466 2022/08/16 17:26:44 - mmengine - INFO - Epoch(train) [239][1000/3757] lr: 1.2149e-03 eta: 5:58:35 time: 0.3351 data_time: 0.0196 memory: 9201 grad_norm: 7.7596 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2248 loss: 1.2248 2022/08/16 17:27:17 - mmengine - INFO - Epoch(train) [239][1100/3757] lr: 1.2149e-03 eta: 5:58:02 time: 0.3294 data_time: 0.0180 memory: 9201 grad_norm: 7.8449 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3584 loss: 1.3584 2022/08/16 17:27:50 - mmengine - INFO - Epoch(train) [239][1200/3757] lr: 1.2149e-03 eta: 5:57:30 time: 0.3293 data_time: 0.0173 memory: 9201 grad_norm: 7.5549 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3978 loss: 1.3978 2022/08/16 17:28:24 - mmengine - INFO - Epoch(train) [239][1300/3757] lr: 1.2149e-03 eta: 5:56:58 time: 0.3312 data_time: 0.0169 memory: 9201 grad_norm: 7.9420 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3544 loss: 1.3544 2022/08/16 17:28:57 - mmengine - INFO - Epoch(train) [239][1400/3757] lr: 1.2149e-03 eta: 5:56:26 time: 0.3299 data_time: 0.0180 memory: 9201 grad_norm: 7.6369 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2256 loss: 1.2256 2022/08/16 17:29:31 - mmengine - INFO - Epoch(train) [239][1500/3757] lr: 1.2149e-03 eta: 5:55:53 time: 0.3316 data_time: 0.0183 memory: 9201 grad_norm: 7.4308 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5319 loss: 1.5319 2022/08/16 17:30:04 - mmengine - INFO - Epoch(train) [239][1600/3757] lr: 1.2149e-03 eta: 5:55:21 time: 0.3304 data_time: 0.0167 memory: 9201 grad_norm: 7.9397 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5665 loss: 1.5665 2022/08/16 17:30:38 - mmengine - INFO - Epoch(train) [239][1700/3757] lr: 1.2149e-03 eta: 5:54:49 time: 0.3293 data_time: 0.0174 memory: 9201 grad_norm: 7.6782 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5864 loss: 1.5864 2022/08/16 17:31:11 - mmengine - INFO - Epoch(train) [239][1800/3757] lr: 1.2149e-03 eta: 5:54:17 time: 0.3343 data_time: 0.0202 memory: 9201 grad_norm: 7.6870 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4833 loss: 1.4833 2022/08/16 17:31:22 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 17:31:44 - mmengine - INFO - Epoch(train) [239][1900/3757] lr: 1.2149e-03 eta: 5:53:44 time: 0.3299 data_time: 0.0176 memory: 9201 grad_norm: 7.5769 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3402 loss: 1.3402 2022/08/16 17:32:18 - mmengine - INFO - Epoch(train) [239][2000/3757] lr: 1.2149e-03 eta: 5:53:12 time: 0.3299 data_time: 0.0177 memory: 9201 grad_norm: 8.0591 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4778 loss: 1.4778 2022/08/16 17:32:51 - mmengine - INFO - Epoch(train) [239][2100/3757] lr: 1.2149e-03 eta: 5:52:40 time: 0.3341 data_time: 0.0190 memory: 9201 grad_norm: 7.7891 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5594 loss: 1.5594 2022/08/16 17:33:25 - mmengine - INFO - Epoch(train) [239][2200/3757] lr: 1.2149e-03 eta: 5:52:08 time: 0.3301 data_time: 0.0181 memory: 9201 grad_norm: 7.9860 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.3557 loss: 1.3557 2022/08/16 17:33:59 - mmengine - INFO - Epoch(train) [239][2300/3757] lr: 1.2149e-03 eta: 5:51:36 time: 0.3300 data_time: 0.0180 memory: 9201 grad_norm: 7.6128 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4366 loss: 1.4366 2022/08/16 17:34:32 - mmengine - INFO - Epoch(train) [239][2400/3757] lr: 1.2149e-03 eta: 5:51:03 time: 0.3325 data_time: 0.0186 memory: 9201 grad_norm: 7.5830 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2405 loss: 1.2405 2022/08/16 17:35:05 - mmengine - INFO - Epoch(train) [239][2500/3757] lr: 1.2149e-03 eta: 5:50:31 time: 0.3311 data_time: 0.0197 memory: 9201 grad_norm: 8.1204 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1105 loss: 1.1105 2022/08/16 17:35:39 - mmengine - INFO - Epoch(train) [239][2600/3757] lr: 1.2149e-03 eta: 5:49:59 time: 0.3303 data_time: 0.0175 memory: 9201 grad_norm: 7.8028 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5700 loss: 1.5700 2022/08/16 17:36:12 - mmengine - INFO - Epoch(train) [239][2700/3757] lr: 1.2149e-03 eta: 5:49:27 time: 0.3343 data_time: 0.0178 memory: 9201 grad_norm: 7.9474 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2327 loss: 1.2327 2022/08/16 17:36:46 - mmengine - INFO - Epoch(train) [239][2800/3757] lr: 1.2149e-03 eta: 5:48:54 time: 0.3343 data_time: 0.0189 memory: 9201 grad_norm: 7.6769 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1774 loss: 1.1774 2022/08/16 17:36:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 17:37:19 - mmengine - INFO - Epoch(train) [239][2900/3757] lr: 1.2149e-03 eta: 5:48:22 time: 0.3304 data_time: 0.0171 memory: 9201 grad_norm: 7.7497 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4796 loss: 1.4796 2022/08/16 17:37:53 - mmengine - INFO - Epoch(train) [239][3000/3757] lr: 1.2149e-03 eta: 5:47:50 time: 0.3320 data_time: 0.0181 memory: 9201 grad_norm: 8.0234 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5510 loss: 1.5510 2022/08/16 17:38:26 - mmengine - INFO - Epoch(train) [239][3100/3757] lr: 1.2149e-03 eta: 5:47:18 time: 0.3310 data_time: 0.0176 memory: 9201 grad_norm: 8.1073 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4230 loss: 1.4230 2022/08/16 17:39:00 - mmengine - INFO - Epoch(train) [239][3200/3757] lr: 1.2149e-03 eta: 5:46:46 time: 0.3312 data_time: 0.0187 memory: 9201 grad_norm: 7.6594 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3830 loss: 1.3830 2022/08/16 17:39:33 - mmengine - INFO - Epoch(train) [239][3300/3757] lr: 1.2149e-03 eta: 5:46:13 time: 0.3340 data_time: 0.0186 memory: 9201 grad_norm: 7.8256 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3241 loss: 1.3241 2022/08/16 17:40:07 - mmengine - INFO - Epoch(train) [239][3400/3757] lr: 1.2149e-03 eta: 5:45:41 time: 0.3300 data_time: 0.0183 memory: 9201 grad_norm: 8.2855 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6724 loss: 1.6724 2022/08/16 17:40:40 - mmengine - INFO - Epoch(train) [239][3500/3757] lr: 1.2149e-03 eta: 5:45:09 time: 0.3295 data_time: 0.0174 memory: 9201 grad_norm: 7.8506 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3844 loss: 1.3844 2022/08/16 17:41:14 - mmengine - INFO - Epoch(train) [239][3600/3757] lr: 1.2149e-03 eta: 5:44:37 time: 0.3319 data_time: 0.0177 memory: 9201 grad_norm: 7.4722 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4428 loss: 1.4428 2022/08/16 17:41:47 - mmengine - INFO - Epoch(train) [239][3700/3757] lr: 1.2149e-03 eta: 5:44:04 time: 0.3302 data_time: 0.0172 memory: 9201 grad_norm: 8.0385 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5630 loss: 1.5630 2022/08/16 17:42:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 17:42:06 - mmengine - INFO - Epoch(train) [239][3757/3757] lr: 1.2149e-03 eta: 5:43:52 time: 0.3139 data_time: 0.0165 memory: 9201 grad_norm: 8.0356 top1_acc: 0.4286 top5_acc: 0.8571 loss_cls: 1.4940 loss: 1.4940 2022/08/16 17:42:34 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 17:42:41 - mmengine - INFO - Epoch(train) [240][100/3757] lr: 1.0841e-03 eta: 5:43:14 time: 0.3328 data_time: 0.0183 memory: 9201 grad_norm: 8.0097 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3550 loss: 1.3550 2022/08/16 17:43:15 - mmengine - INFO - Epoch(train) [240][200/3757] lr: 1.0841e-03 eta: 5:42:41 time: 0.3337 data_time: 0.0181 memory: 9201 grad_norm: 7.6942 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4306 loss: 1.4306 2022/08/16 17:43:48 - mmengine - INFO - Epoch(train) [240][300/3757] lr: 1.0841e-03 eta: 5:42:09 time: 0.3273 data_time: 0.0181 memory: 9201 grad_norm: 8.1400 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3639 loss: 1.3639 2022/08/16 17:44:22 - mmengine - INFO - Epoch(train) [240][400/3757] lr: 1.0841e-03 eta: 5:41:37 time: 0.3301 data_time: 0.0176 memory: 9201 grad_norm: 7.9417 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5574 loss: 1.5574 2022/08/16 17:44:55 - mmengine - INFO - Epoch(train) [240][500/3757] lr: 1.0841e-03 eta: 5:41:05 time: 0.3358 data_time: 0.0189 memory: 9201 grad_norm: 7.9893 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6337 loss: 1.6337 2022/08/16 17:45:29 - mmengine - INFO - Epoch(train) [240][600/3757] lr: 1.0841e-03 eta: 5:40:32 time: 0.3316 data_time: 0.0188 memory: 9201 grad_norm: 7.8380 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5894 loss: 1.5894 2022/08/16 17:46:02 - mmengine - INFO - Epoch(train) [240][700/3757] lr: 1.0841e-03 eta: 5:40:00 time: 0.3300 data_time: 0.0174 memory: 9201 grad_norm: 8.0436 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4538 loss: 1.4538 2022/08/16 17:46:36 - mmengine - INFO - Epoch(train) [240][800/3757] lr: 1.0841e-03 eta: 5:39:28 time: 0.3303 data_time: 0.0182 memory: 9201 grad_norm: 7.7500 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7227 loss: 1.7227 2022/08/16 17:47:09 - mmengine - INFO - Epoch(train) [240][900/3757] lr: 1.0841e-03 eta: 5:38:56 time: 0.3315 data_time: 0.0171 memory: 9201 grad_norm: 7.8810 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4053 loss: 1.4053 2022/08/16 17:47:43 - mmengine - INFO - Epoch(train) [240][1000/3757] lr: 1.0841e-03 eta: 5:38:23 time: 0.3324 data_time: 0.0184 memory: 9201 grad_norm: 7.8379 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2313 loss: 1.2313 2022/08/16 17:48:08 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 17:48:16 - mmengine - INFO - Epoch(train) [240][1100/3757] lr: 1.0841e-03 eta: 5:37:51 time: 0.3316 data_time: 0.0189 memory: 9201 grad_norm: 7.8603 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.3160 loss: 1.3160 2022/08/16 17:48:49 - mmengine - INFO - Epoch(train) [240][1200/3757] lr: 1.0841e-03 eta: 5:37:19 time: 0.3315 data_time: 0.0181 memory: 9201 grad_norm: 7.5666 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3551 loss: 1.3551 2022/08/16 17:49:23 - mmengine - INFO - Epoch(train) [240][1300/3757] lr: 1.0841e-03 eta: 5:36:47 time: 0.3320 data_time: 0.0195 memory: 9201 grad_norm: 8.1138 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3582 loss: 1.3582 2022/08/16 17:49:56 - mmengine - INFO - Epoch(train) [240][1400/3757] lr: 1.0841e-03 eta: 5:36:15 time: 0.3311 data_time: 0.0178 memory: 9201 grad_norm: 7.7396 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4235 loss: 1.4235 2022/08/16 17:50:30 - mmengine - INFO - Epoch(train) [240][1500/3757] lr: 1.0841e-03 eta: 5:35:42 time: 0.3314 data_time: 0.0177 memory: 9201 grad_norm: 8.2576 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2798 loss: 1.2798 2022/08/16 17:51:03 - mmengine - INFO - Epoch(train) [240][1600/3757] lr: 1.0841e-03 eta: 5:35:10 time: 0.3381 data_time: 0.0184 memory: 9201 grad_norm: 7.4546 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3721 loss: 1.3721 2022/08/16 17:51:37 - mmengine - INFO - Epoch(train) [240][1700/3757] lr: 1.0841e-03 eta: 5:34:38 time: 0.3304 data_time: 0.0181 memory: 9201 grad_norm: 8.0016 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4980 loss: 1.4980 2022/08/16 17:52:10 - mmengine - INFO - Epoch(train) [240][1800/3757] lr: 1.0841e-03 eta: 5:34:06 time: 0.3281 data_time: 0.0159 memory: 9201 grad_norm: 7.8255 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4571 loss: 1.4571 2022/08/16 17:52:44 - mmengine - INFO - Epoch(train) [240][1900/3757] lr: 1.0841e-03 eta: 5:33:33 time: 0.3324 data_time: 0.0184 memory: 9201 grad_norm: 8.0290 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7248 loss: 1.7248 2022/08/16 17:53:17 - mmengine - INFO - Epoch(train) [240][2000/3757] lr: 1.0841e-03 eta: 5:33:01 time: 0.3324 data_time: 0.0179 memory: 9201 grad_norm: 7.7429 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3220 loss: 1.3220 2022/08/16 17:53:43 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 17:53:51 - mmengine - INFO - Epoch(train) [240][2100/3757] lr: 1.0841e-03 eta: 5:32:29 time: 0.3291 data_time: 0.0175 memory: 9201 grad_norm: 7.6657 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.1202 loss: 1.1202 2022/08/16 17:54:24 - mmengine - INFO - Epoch(train) [240][2200/3757] lr: 1.0841e-03 eta: 5:31:57 time: 0.3335 data_time: 0.0200 memory: 9201 grad_norm: 8.1199 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7027 loss: 1.7027 2022/08/16 17:54:58 - mmengine - INFO - Epoch(train) [240][2300/3757] lr: 1.0841e-03 eta: 5:31:24 time: 0.3305 data_time: 0.0191 memory: 9201 grad_norm: 7.8273 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5503 loss: 1.5503 2022/08/16 17:55:31 - mmengine - INFO - Epoch(train) [240][2400/3757] lr: 1.0841e-03 eta: 5:30:52 time: 0.3311 data_time: 0.0174 memory: 9201 grad_norm: 7.9702 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4747 loss: 1.4747 2022/08/16 17:56:04 - mmengine - INFO - Epoch(train) [240][2500/3757] lr: 1.0841e-03 eta: 5:30:20 time: 0.3338 data_time: 0.0176 memory: 9201 grad_norm: 7.8002 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3825 loss: 1.3825 2022/08/16 17:56:38 - mmengine - INFO - Epoch(train) [240][2600/3757] lr: 1.0841e-03 eta: 5:29:48 time: 0.3286 data_time: 0.0174 memory: 9201 grad_norm: 7.6225 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5134 loss: 1.5134 2022/08/16 17:57:11 - mmengine - INFO - Epoch(train) [240][2700/3757] lr: 1.0841e-03 eta: 5:29:15 time: 0.3315 data_time: 0.0176 memory: 9201 grad_norm: 8.0152 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.1992 loss: 1.1992 2022/08/16 17:57:45 - mmengine - INFO - Epoch(train) [240][2800/3757] lr: 1.0841e-03 eta: 5:28:43 time: 0.3319 data_time: 0.0179 memory: 9201 grad_norm: 8.0107 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4230 loss: 1.4230 2022/08/16 17:58:18 - mmengine - INFO - Epoch(train) [240][2900/3757] lr: 1.0841e-03 eta: 5:28:11 time: 0.3324 data_time: 0.0169 memory: 9201 grad_norm: 8.2193 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5398 loss: 1.5398 2022/08/16 17:58:52 - mmengine - INFO - Epoch(train) [240][3000/3757] lr: 1.0841e-03 eta: 5:27:39 time: 0.3318 data_time: 0.0186 memory: 9201 grad_norm: 7.9903 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6751 loss: 1.6751 2022/08/16 17:59:18 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 17:59:25 - mmengine - INFO - Epoch(train) [240][3100/3757] lr: 1.0841e-03 eta: 5:27:07 time: 0.3300 data_time: 0.0172 memory: 9201 grad_norm: 7.6061 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6260 loss: 1.6260 2022/08/16 17:59:59 - mmengine - INFO - Epoch(train) [240][3200/3757] lr: 1.0841e-03 eta: 5:26:34 time: 0.3351 data_time: 0.0187 memory: 9201 grad_norm: 7.5948 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4354 loss: 1.4354 2022/08/16 18:00:35 - mmengine - INFO - Epoch(train) [240][3300/3757] lr: 1.0841e-03 eta: 5:26:02 time: 0.3305 data_time: 0.0176 memory: 9201 grad_norm: 7.9680 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4669 loss: 1.4669 2022/08/16 18:01:09 - mmengine - INFO - Epoch(train) [240][3400/3757] lr: 1.0841e-03 eta: 5:25:30 time: 0.3298 data_time: 0.0177 memory: 9201 grad_norm: 8.0380 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.2963 loss: 1.2963 2022/08/16 18:01:43 - mmengine - INFO - Epoch(train) [240][3500/3757] lr: 1.0841e-03 eta: 5:24:58 time: 0.3345 data_time: 0.0199 memory: 9201 grad_norm: 7.8809 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6804 loss: 1.6804 2022/08/16 18:02:16 - mmengine - INFO - Epoch(train) [240][3600/3757] lr: 1.0841e-03 eta: 5:24:26 time: 0.3347 data_time: 0.0182 memory: 9201 grad_norm: 8.0420 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7114 loss: 1.7114 2022/08/16 18:02:50 - mmengine - INFO - Epoch(train) [240][3700/3757] lr: 1.0841e-03 eta: 5:23:53 time: 0.3325 data_time: 0.0177 memory: 9201 grad_norm: 8.1487 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4821 loss: 1.4821 2022/08/16 18:03:08 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 18:03:08 - mmengine - INFO - Epoch(train) [240][3757/3757] lr: 1.0841e-03 eta: 5:23:40 time: 0.3173 data_time: 0.0178 memory: 9201 grad_norm: 8.1345 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 1.3504 loss: 1.3504 2022/08/16 18:03:08 - mmengine - INFO - Saving checkpoint at 240 epochs 2022/08/16 18:03:35 - mmengine - INFO - Epoch(val) [240][100/310] eta: 0:00:45 time: 0.2156 data_time: 0.0994 memory: 1522 2022/08/16 18:03:57 - mmengine - INFO - Epoch(val) [240][200/310] eta: 0:00:20 time: 0.1871 data_time: 0.0777 memory: 1522 2022/08/16 18:04:16 - mmengine - INFO - Epoch(val) [240][300/310] eta: 0:00:01 time: 0.1379 data_time: 0.0481 memory: 1522 2022/08/16 18:04:19 - mmengine - INFO - Epoch(val) [240][310/310] acc/top1: 0.6851 acc/top5: 0.8797 acc/mean1: 0.6850 2022/08/16 18:04:19 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb/best_acc/top1_epoch_236.pth is removed 2022/08/16 18:04:22 - mmengine - INFO - The best checkpoint with 0.6851 acc/top1 at 241 epoch is saved to best_acc/top1_epoch_241.pth. 2022/08/16 18:04:57 - mmengine - INFO - Epoch(train) [241][100/3757] lr: 9.6074e-04 eta: 5:23:02 time: 0.3305 data_time: 0.0191 memory: 9201 grad_norm: 8.0959 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3881 loss: 1.3881 2022/08/16 18:05:30 - mmengine - INFO - Epoch(train) [241][200/3757] lr: 9.6074e-04 eta: 5:22:30 time: 0.3301 data_time: 0.0176 memory: 9201 grad_norm: 8.0534 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3970 loss: 1.3970 2022/08/16 18:06:04 - mmengine - INFO - Epoch(train) [241][300/3757] lr: 9.6074e-04 eta: 5:21:58 time: 0.3305 data_time: 0.0188 memory: 9201 grad_norm: 7.9722 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0844 loss: 1.0844 2022/08/16 18:06:10 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 18:06:37 - mmengine - INFO - Epoch(train) [241][400/3757] lr: 9.6074e-04 eta: 5:21:26 time: 0.3284 data_time: 0.0175 memory: 9201 grad_norm: 7.6864 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2047 loss: 1.2047 2022/08/16 18:07:10 - mmengine - INFO - Epoch(train) [241][500/3757] lr: 9.6074e-04 eta: 5:20:53 time: 0.3280 data_time: 0.0184 memory: 9201 grad_norm: 8.2913 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5805 loss: 1.5805 2022/08/16 18:07:44 - mmengine - INFO - Epoch(train) [241][600/3757] lr: 9.6074e-04 eta: 5:20:21 time: 0.3318 data_time: 0.0179 memory: 9201 grad_norm: 7.9066 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4312 loss: 1.4312 2022/08/16 18:08:17 - mmengine - INFO - Epoch(train) [241][700/3757] lr: 9.6074e-04 eta: 5:19:49 time: 0.3292 data_time: 0.0181 memory: 9201 grad_norm: 7.7260 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.3342 loss: 1.3342 2022/08/16 18:08:50 - mmengine - INFO - Epoch(train) [241][800/3757] lr: 9.6074e-04 eta: 5:19:17 time: 0.3294 data_time: 0.0176 memory: 9201 grad_norm: 7.9818 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6666 loss: 1.6666 2022/08/16 18:09:24 - mmengine - INFO - Epoch(train) [241][900/3757] lr: 9.6074e-04 eta: 5:18:44 time: 0.3356 data_time: 0.0184 memory: 9201 grad_norm: 7.8523 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1551 loss: 1.1551 2022/08/16 18:09:57 - mmengine - INFO - Epoch(train) [241][1000/3757] lr: 9.6074e-04 eta: 5:18:12 time: 0.3296 data_time: 0.0173 memory: 9201 grad_norm: 7.9346 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1291 loss: 1.1291 2022/08/16 18:10:31 - mmengine - INFO - Epoch(train) [241][1100/3757] lr: 9.6074e-04 eta: 5:17:40 time: 0.3297 data_time: 0.0182 memory: 9201 grad_norm: 8.1660 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6509 loss: 1.6509 2022/08/16 18:11:04 - mmengine - INFO - Epoch(train) [241][1200/3757] lr: 9.6074e-04 eta: 5:17:08 time: 0.3297 data_time: 0.0183 memory: 9201 grad_norm: 8.0620 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.4219 loss: 1.4219 2022/08/16 18:11:38 - mmengine - INFO - Epoch(train) [241][1300/3757] lr: 9.6074e-04 eta: 5:16:36 time: 0.3333 data_time: 0.0179 memory: 9201 grad_norm: 8.1498 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.6846 loss: 1.6846 2022/08/16 18:11:45 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 18:12:11 - mmengine - INFO - Epoch(train) [241][1400/3757] lr: 9.6074e-04 eta: 5:16:03 time: 0.3282 data_time: 0.0178 memory: 9201 grad_norm: 7.8954 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5478 loss: 1.5478 2022/08/16 18:12:45 - mmengine - INFO - Epoch(train) [241][1500/3757] lr: 9.6074e-04 eta: 5:15:31 time: 0.3292 data_time: 0.0191 memory: 9201 grad_norm: 8.0459 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3792 loss: 1.3792 2022/08/16 18:13:18 - mmengine - INFO - Epoch(train) [241][1600/3757] lr: 9.6074e-04 eta: 5:14:59 time: 0.3363 data_time: 0.0177 memory: 9201 grad_norm: 7.8442 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3144 loss: 1.3144 2022/08/16 18:13:52 - mmengine - INFO - Epoch(train) [241][1700/3757] lr: 9.6074e-04 eta: 5:14:27 time: 0.3298 data_time: 0.0166 memory: 9201 grad_norm: 7.8934 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4527 loss: 1.4527 2022/08/16 18:14:25 - mmengine - INFO - Epoch(train) [241][1800/3757] lr: 9.6074e-04 eta: 5:13:54 time: 0.3290 data_time: 0.0183 memory: 9201 grad_norm: 8.0613 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4433 loss: 1.4433 2022/08/16 18:14:59 - mmengine - INFO - Epoch(train) [241][1900/3757] lr: 9.6074e-04 eta: 5:13:22 time: 0.3321 data_time: 0.0171 memory: 9201 grad_norm: 7.9440 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2918 loss: 1.2918 2022/08/16 18:15:32 - mmengine - INFO - Epoch(train) [241][2000/3757] lr: 9.6074e-04 eta: 5:12:50 time: 0.3313 data_time: 0.0182 memory: 9201 grad_norm: 8.1060 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4223 loss: 1.4223 2022/08/16 18:16:05 - mmengine - INFO - Epoch(train) [241][2100/3757] lr: 9.6074e-04 eta: 5:12:18 time: 0.3327 data_time: 0.0182 memory: 9201 grad_norm: 7.7387 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.1526 loss: 1.1526 2022/08/16 18:16:39 - mmengine - INFO - Epoch(train) [241][2200/3757] lr: 9.6074e-04 eta: 5:11:45 time: 0.3318 data_time: 0.0184 memory: 9201 grad_norm: 8.1464 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3895 loss: 1.3895 2022/08/16 18:17:12 - mmengine - INFO - Epoch(train) [241][2300/3757] lr: 9.6074e-04 eta: 5:11:13 time: 0.3294 data_time: 0.0179 memory: 9201 grad_norm: 7.6730 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.2299 loss: 1.2299 2022/08/16 18:17:19 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 18:17:46 - mmengine - INFO - Epoch(train) [241][2400/3757] lr: 9.6074e-04 eta: 5:10:41 time: 0.3333 data_time: 0.0177 memory: 9201 grad_norm: 7.6767 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.3881 loss: 1.3881 2022/08/16 18:18:20 - mmengine - INFO - Epoch(train) [241][2500/3757] lr: 9.6074e-04 eta: 5:10:09 time: 0.3319 data_time: 0.0176 memory: 9201 grad_norm: 7.6758 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3128 loss: 1.3128 2022/08/16 18:18:53 - mmengine - INFO - Epoch(train) [241][2600/3757] lr: 9.6074e-04 eta: 5:09:36 time: 0.3288 data_time: 0.0172 memory: 9201 grad_norm: 8.0984 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3670 loss: 1.3670 2022/08/16 18:19:26 - mmengine - INFO - Epoch(train) [241][2700/3757] lr: 9.6074e-04 eta: 5:09:04 time: 0.3318 data_time: 0.0170 memory: 9201 grad_norm: 8.1070 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4869 loss: 1.4869 2022/08/16 18:20:00 - mmengine - INFO - Epoch(train) [241][2800/3757] lr: 9.6074e-04 eta: 5:08:32 time: 0.3290 data_time: 0.0175 memory: 9201 grad_norm: 7.8665 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6046 loss: 1.6046 2022/08/16 18:20:33 - mmengine - INFO - Epoch(train) [241][2900/3757] lr: 9.6074e-04 eta: 5:08:00 time: 0.3295 data_time: 0.0170 memory: 9201 grad_norm: 7.9844 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3890 loss: 1.3890 2022/08/16 18:21:07 - mmengine - INFO - Epoch(train) [241][3000/3757] lr: 9.6074e-04 eta: 5:07:27 time: 0.3309 data_time: 0.0174 memory: 9201 grad_norm: 7.9736 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7815 loss: 1.7815 2022/08/16 18:21:40 - mmengine - INFO - Epoch(train) [241][3100/3757] lr: 9.6074e-04 eta: 5:06:55 time: 0.3319 data_time: 0.0179 memory: 9201 grad_norm: 8.3269 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.5213 loss: 1.5213 2022/08/16 18:22:14 - mmengine - INFO - Epoch(train) [241][3200/3757] lr: 9.6074e-04 eta: 5:06:23 time: 0.3309 data_time: 0.0180 memory: 9201 grad_norm: 8.4394 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5220 loss: 1.5220 2022/08/16 18:22:47 - mmengine - INFO - Epoch(train) [241][3300/3757] lr: 9.6074e-04 eta: 5:05:51 time: 0.3326 data_time: 0.0181 memory: 9201 grad_norm: 7.8771 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4234 loss: 1.4234 2022/08/16 18:22:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 18:23:20 - mmengine - INFO - Epoch(train) [241][3400/3757] lr: 9.6074e-04 eta: 5:05:18 time: 0.3285 data_time: 0.0193 memory: 9201 grad_norm: 7.9085 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4747 loss: 1.4747 2022/08/16 18:23:54 - mmengine - INFO - Epoch(train) [241][3500/3757] lr: 9.6074e-04 eta: 5:04:46 time: 0.3294 data_time: 0.0178 memory: 9201 grad_norm: 7.7861 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4443 loss: 1.4443 2022/08/16 18:24:27 - mmengine - INFO - Epoch(train) [241][3600/3757] lr: 9.6074e-04 eta: 5:04:14 time: 0.3319 data_time: 0.0181 memory: 9201 grad_norm: 7.9352 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6076 loss: 1.6076 2022/08/16 18:25:01 - mmengine - INFO - Epoch(train) [241][3700/3757] lr: 9.6074e-04 eta: 5:03:42 time: 0.3297 data_time: 0.0178 memory: 9201 grad_norm: 8.2346 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5206 loss: 1.5206 2022/08/16 18:25:20 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 18:25:20 - mmengine - INFO - Epoch(train) [241][3757/3757] lr: 9.6074e-04 eta: 5:03:29 time: 0.3175 data_time: 0.0166 memory: 9201 grad_norm: 8.0319 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 1.4604 loss: 1.4604 2022/08/16 18:25:55 - mmengine - INFO - Epoch(train) [242][100/3757] lr: 8.4473e-04 eta: 5:02:51 time: 0.3299 data_time: 0.0179 memory: 9201 grad_norm: 8.0176 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4630 loss: 1.4630 2022/08/16 18:26:29 - mmengine - INFO - Epoch(train) [242][200/3757] lr: 8.4473e-04 eta: 5:02:19 time: 0.3298 data_time: 0.0174 memory: 9201 grad_norm: 8.1964 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2115 loss: 1.2115 2022/08/16 18:27:02 - mmengine - INFO - Epoch(train) [242][300/3757] lr: 8.4473e-04 eta: 5:01:46 time: 0.3305 data_time: 0.0176 memory: 9201 grad_norm: 7.9739 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4659 loss: 1.4659 2022/08/16 18:27:35 - mmengine - INFO - Epoch(train) [242][400/3757] lr: 8.4473e-04 eta: 5:01:14 time: 0.3294 data_time: 0.0176 memory: 9201 grad_norm: 8.0823 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5193 loss: 1.5193 2022/08/16 18:28:09 - mmengine - INFO - Epoch(train) [242][500/3757] lr: 8.4473e-04 eta: 5:00:42 time: 0.3335 data_time: 0.0182 memory: 9201 grad_norm: 7.8761 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2390 loss: 1.2390 2022/08/16 18:28:30 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 18:28:42 - mmengine - INFO - Epoch(train) [242][600/3757] lr: 8.4473e-04 eta: 5:00:10 time: 0.3299 data_time: 0.0182 memory: 9201 grad_norm: 8.0494 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2744 loss: 1.2744 2022/08/16 18:29:16 - mmengine - INFO - Epoch(train) [242][700/3757] lr: 8.4473e-04 eta: 4:59:37 time: 0.3312 data_time: 0.0171 memory: 9201 grad_norm: 8.0645 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.1477 loss: 1.1477 2022/08/16 18:29:49 - mmengine - INFO - Epoch(train) [242][800/3757] lr: 8.4473e-04 eta: 4:59:05 time: 0.3322 data_time: 0.0170 memory: 9201 grad_norm: 7.7974 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3414 loss: 1.3414 2022/08/16 18:30:23 - mmengine - INFO - Epoch(train) [242][900/3757] lr: 8.4473e-04 eta: 4:58:33 time: 0.3322 data_time: 0.0180 memory: 9201 grad_norm: 7.6657 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.1819 loss: 1.1819 2022/08/16 18:30:56 - mmengine - INFO - Epoch(train) [242][1000/3757] lr: 8.4473e-04 eta: 4:58:01 time: 0.3317 data_time: 0.0180 memory: 9201 grad_norm: 8.1492 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2281 loss: 1.2281 2022/08/16 18:31:30 - mmengine - INFO - Epoch(train) [242][1100/3757] lr: 8.4473e-04 eta: 4:57:28 time: 0.3318 data_time: 0.0184 memory: 9201 grad_norm: 7.8258 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.4140 loss: 1.4140 2022/08/16 18:32:03 - mmengine - INFO - Epoch(train) [242][1200/3757] lr: 8.4473e-04 eta: 4:56:56 time: 0.3294 data_time: 0.0169 memory: 9201 grad_norm: 8.0123 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1815 loss: 1.1815 2022/08/16 18:32:36 - mmengine - INFO - Epoch(train) [242][1300/3757] lr: 8.4473e-04 eta: 4:56:24 time: 0.3316 data_time: 0.0182 memory: 9201 grad_norm: 7.7770 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4825 loss: 1.4825 2022/08/16 18:33:10 - mmengine - INFO - Epoch(train) [242][1400/3757] lr: 8.4473e-04 eta: 4:55:52 time: 0.3320 data_time: 0.0185 memory: 9201 grad_norm: 8.0241 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.1260 loss: 1.1260 2022/08/16 18:33:43 - mmengine - INFO - Epoch(train) [242][1500/3757] lr: 8.4473e-04 eta: 4:55:19 time: 0.3298 data_time: 0.0181 memory: 9201 grad_norm: 7.9585 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4829 loss: 1.4829 2022/08/16 18:34:05 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 18:34:17 - mmengine - INFO - Epoch(train) [242][1600/3757] lr: 8.4473e-04 eta: 4:54:47 time: 0.3305 data_time: 0.0181 memory: 9201 grad_norm: 8.2104 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4459 loss: 1.4459 2022/08/16 18:34:51 - mmengine - INFO - Epoch(train) [242][1700/3757] lr: 8.4473e-04 eta: 4:54:15 time: 0.3319 data_time: 0.0180 memory: 9201 grad_norm: 8.0632 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4033 loss: 1.4033 2022/08/16 18:35:24 - mmengine - INFO - Epoch(train) [242][1800/3757] lr: 8.4473e-04 eta: 4:53:43 time: 0.3310 data_time: 0.0191 memory: 9201 grad_norm: 8.2391 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3877 loss: 1.3877 2022/08/16 18:35:58 - mmengine - INFO - Epoch(train) [242][1900/3757] lr: 8.4473e-04 eta: 4:53:10 time: 0.3306 data_time: 0.0184 memory: 9201 grad_norm: 8.0628 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5041 loss: 1.5041 2022/08/16 18:36:31 - mmengine - INFO - Epoch(train) [242][2000/3757] lr: 8.4473e-04 eta: 4:52:38 time: 0.3306 data_time: 0.0178 memory: 9201 grad_norm: 8.0808 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5524 loss: 1.5524 2022/08/16 18:37:05 - mmengine - INFO - Epoch(train) [242][2100/3757] lr: 8.4473e-04 eta: 4:52:06 time: 0.3307 data_time: 0.0175 memory: 9201 grad_norm: 7.8232 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3310 loss: 1.3310 2022/08/16 18:37:38 - mmengine - INFO - Epoch(train) [242][2200/3757] lr: 8.4473e-04 eta: 4:51:34 time: 0.3325 data_time: 0.0176 memory: 9201 grad_norm: 8.0940 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4381 loss: 1.4381 2022/08/16 18:38:12 - mmengine - INFO - Epoch(train) [242][2300/3757] lr: 8.4473e-04 eta: 4:51:01 time: 0.3308 data_time: 0.0182 memory: 9201 grad_norm: 7.9583 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2793 loss: 1.2793 2022/08/16 18:38:45 - mmengine - INFO - Epoch(train) [242][2400/3757] lr: 8.4473e-04 eta: 4:50:29 time: 0.3313 data_time: 0.0181 memory: 9201 grad_norm: 8.0051 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.2788 loss: 1.2788 2022/08/16 18:39:19 - mmengine - INFO - Epoch(train) [242][2500/3757] lr: 8.4473e-04 eta: 4:49:57 time: 0.3336 data_time: 0.0202 memory: 9201 grad_norm: 8.0844 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.5632 loss: 1.5632 2022/08/16 18:39:40 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 18:39:52 - mmengine - INFO - Epoch(train) [242][2600/3757] lr: 8.4473e-04 eta: 4:49:25 time: 0.3305 data_time: 0.0183 memory: 9201 grad_norm: 8.1463 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3371 loss: 1.3371 2022/08/16 18:40:26 - mmengine - INFO - Epoch(train) [242][2700/3757] lr: 8.4473e-04 eta: 4:48:52 time: 0.3318 data_time: 0.0186 memory: 9201 grad_norm: 7.8766 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4250 loss: 1.4250 2022/08/16 18:40:59 - mmengine - INFO - Epoch(train) [242][2800/3757] lr: 8.4473e-04 eta: 4:48:20 time: 0.3343 data_time: 0.0180 memory: 9201 grad_norm: 8.1123 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2499 loss: 1.2499 2022/08/16 18:41:33 - mmengine - INFO - Epoch(train) [242][2900/3757] lr: 8.4473e-04 eta: 4:47:48 time: 0.3317 data_time: 0.0182 memory: 9201 grad_norm: 8.2188 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3762 loss: 1.3762 2022/08/16 18:42:06 - mmengine - INFO - Epoch(train) [242][3000/3757] lr: 8.4473e-04 eta: 4:47:16 time: 0.3306 data_time: 0.0194 memory: 9201 grad_norm: 8.2060 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3037 loss: 1.3037 2022/08/16 18:42:40 - mmengine - INFO - Epoch(train) [242][3100/3757] lr: 8.4473e-04 eta: 4:46:43 time: 0.3340 data_time: 0.0178 memory: 9201 grad_norm: 8.2817 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3143 loss: 1.3143 2022/08/16 18:43:13 - mmengine - INFO - Epoch(train) [242][3200/3757] lr: 8.4473e-04 eta: 4:46:11 time: 0.3284 data_time: 0.0165 memory: 9201 grad_norm: 8.1544 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2565 loss: 1.2565 2022/08/16 18:43:46 - mmengine - INFO - Epoch(train) [242][3300/3757] lr: 8.4473e-04 eta: 4:45:39 time: 0.3297 data_time: 0.0189 memory: 9201 grad_norm: 8.0595 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4929 loss: 1.4929 2022/08/16 18:44:20 - mmengine - INFO - Epoch(train) [242][3400/3757] lr: 8.4473e-04 eta: 4:45:07 time: 0.3277 data_time: 0.0171 memory: 9201 grad_norm: 8.4569 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6577 loss: 1.6577 2022/08/16 18:44:53 - mmengine - INFO - Epoch(train) [242][3500/3757] lr: 8.4473e-04 eta: 4:44:34 time: 0.3297 data_time: 0.0175 memory: 9201 grad_norm: 8.0473 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5046 loss: 1.5046 2022/08/16 18:45:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 18:45:27 - mmengine - INFO - Epoch(train) [242][3600/3757] lr: 8.4473e-04 eta: 4:44:02 time: 0.3316 data_time: 0.0177 memory: 9201 grad_norm: 8.2556 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.6024 loss: 1.6024 2022/08/16 18:46:00 - mmengine - INFO - Epoch(train) [242][3700/3757] lr: 8.4473e-04 eta: 4:43:30 time: 0.3337 data_time: 0.0175 memory: 9201 grad_norm: 7.7226 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2421 loss: 1.2421 2022/08/16 18:46:19 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 18:46:19 - mmengine - INFO - Epoch(train) [242][3757/3757] lr: 8.4473e-04 eta: 4:43:17 time: 0.3212 data_time: 0.0187 memory: 9201 grad_norm: 8.2882 top1_acc: 0.5714 top5_acc: 0.5714 loss_cls: 1.6437 loss: 1.6437 2022/08/16 18:46:55 - mmengine - INFO - Epoch(train) [243][100/3757] lr: 7.3612e-04 eta: 4:42:39 time: 0.3302 data_time: 0.0167 memory: 9201 grad_norm: 7.6807 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 1.3718 loss: 1.3718 2022/08/16 18:47:29 - mmengine - INFO - Epoch(train) [243][200/3757] lr: 7.3612e-04 eta: 4:42:07 time: 0.3320 data_time: 0.0175 memory: 9201 grad_norm: 8.0356 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4151 loss: 1.4151 2022/08/16 18:48:02 - mmengine - INFO - Epoch(train) [243][300/3757] lr: 7.3612e-04 eta: 4:41:35 time: 0.3328 data_time: 0.0176 memory: 9201 grad_norm: 8.0289 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5160 loss: 1.5160 2022/08/16 18:48:36 - mmengine - INFO - Epoch(train) [243][400/3757] lr: 7.3612e-04 eta: 4:41:02 time: 0.3297 data_time: 0.0170 memory: 9201 grad_norm: 8.0231 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3374 loss: 1.3374 2022/08/16 18:49:09 - mmengine - INFO - Epoch(train) [243][500/3757] lr: 7.3612e-04 eta: 4:40:30 time: 0.3347 data_time: 0.0186 memory: 9201 grad_norm: 8.3512 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4888 loss: 1.4888 2022/08/16 18:49:43 - mmengine - INFO - Epoch(train) [243][600/3757] lr: 7.3612e-04 eta: 4:39:58 time: 0.3316 data_time: 0.0186 memory: 9201 grad_norm: 7.9930 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1925 loss: 1.1925 2022/08/16 18:50:16 - mmengine - INFO - Epoch(train) [243][700/3757] lr: 7.3612e-04 eta: 4:39:25 time: 0.3280 data_time: 0.0178 memory: 9201 grad_norm: 7.7154 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.3063 loss: 1.3063 2022/08/16 18:50:50 - mmengine - INFO - Epoch(train) [243][800/3757] lr: 7.3612e-04 eta: 4:38:53 time: 0.3331 data_time: 0.0173 memory: 9201 grad_norm: 7.8657 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1508 loss: 1.1508 2022/08/16 18:50:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 18:51:23 - mmengine - INFO - Epoch(train) [243][900/3757] lr: 7.3612e-04 eta: 4:38:21 time: 0.3284 data_time: 0.0171 memory: 9201 grad_norm: 7.8972 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3525 loss: 1.3525 2022/08/16 18:51:56 - mmengine - INFO - Epoch(train) [243][1000/3757] lr: 7.3612e-04 eta: 4:37:49 time: 0.3298 data_time: 0.0176 memory: 9201 grad_norm: 7.8879 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5281 loss: 1.5281 2022/08/16 18:52:30 - mmengine - INFO - Epoch(train) [243][1100/3757] lr: 7.3612e-04 eta: 4:37:16 time: 0.3324 data_time: 0.0182 memory: 9201 grad_norm: 8.2501 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3753 loss: 1.3753 2022/08/16 18:53:03 - mmengine - INFO - Epoch(train) [243][1200/3757] lr: 7.3612e-04 eta: 4:36:44 time: 0.3307 data_time: 0.0188 memory: 9201 grad_norm: 7.9828 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4939 loss: 1.4939 2022/08/16 18:53:37 - mmengine - INFO - Epoch(train) [243][1300/3757] lr: 7.3612e-04 eta: 4:36:12 time: 0.3309 data_time: 0.0171 memory: 9201 grad_norm: 8.4692 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8180 loss: 1.8180 2022/08/16 18:54:10 - mmengine - INFO - Epoch(train) [243][1400/3757] lr: 7.3612e-04 eta: 4:35:40 time: 0.3314 data_time: 0.0190 memory: 9201 grad_norm: 8.1912 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4868 loss: 1.4868 2022/08/16 18:54:44 - mmengine - INFO - Epoch(train) [243][1500/3757] lr: 7.3612e-04 eta: 4:35:07 time: 0.3306 data_time: 0.0174 memory: 9201 grad_norm: 8.2207 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4291 loss: 1.4291 2022/08/16 18:55:18 - mmengine - INFO - Epoch(train) [243][1600/3757] lr: 7.3612e-04 eta: 4:34:35 time: 0.3329 data_time: 0.0182 memory: 9201 grad_norm: 8.3600 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4412 loss: 1.4412 2022/08/16 18:55:51 - mmengine - INFO - Epoch(train) [243][1700/3757] lr: 7.3612e-04 eta: 4:34:03 time: 0.3333 data_time: 0.0192 memory: 9201 grad_norm: 8.3535 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5032 loss: 1.5032 2022/08/16 18:56:25 - mmengine - INFO - Epoch(train) [243][1800/3757] lr: 7.3612e-04 eta: 4:33:31 time: 0.3313 data_time: 0.0172 memory: 9201 grad_norm: 8.2167 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3211 loss: 1.3211 2022/08/16 18:56:27 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 18:56:58 - mmengine - INFO - Epoch(train) [243][1900/3757] lr: 7.3612e-04 eta: 4:32:58 time: 0.3318 data_time: 0.0188 memory: 9201 grad_norm: 8.2086 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3438 loss: 1.3438 2022/08/16 18:57:32 - mmengine - INFO - Epoch(train) [243][2000/3757] lr: 7.3612e-04 eta: 4:32:26 time: 0.3313 data_time: 0.0179 memory: 9201 grad_norm: 8.4989 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3132 loss: 1.3132 2022/08/16 18:58:05 - mmengine - INFO - Epoch(train) [243][2100/3757] lr: 7.3612e-04 eta: 4:31:54 time: 0.3296 data_time: 0.0166 memory: 9201 grad_norm: 8.3338 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3870 loss: 1.3870 2022/08/16 18:58:39 - mmengine - INFO - Epoch(train) [243][2200/3757] lr: 7.3612e-04 eta: 4:31:22 time: 0.3297 data_time: 0.0179 memory: 9201 grad_norm: 8.4454 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4441 loss: 1.4441 2022/08/16 18:59:12 - mmengine - INFO - Epoch(train) [243][2300/3757] lr: 7.3612e-04 eta: 4:30:49 time: 0.3285 data_time: 0.0170 memory: 9201 grad_norm: 8.0283 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3352 loss: 1.3352 2022/08/16 18:59:46 - mmengine - INFO - Epoch(train) [243][2400/3757] lr: 7.3612e-04 eta: 4:30:17 time: 0.3297 data_time: 0.0182 memory: 9201 grad_norm: 8.0720 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5160 loss: 1.5160 2022/08/16 19:00:19 - mmengine - INFO - Epoch(train) [243][2500/3757] lr: 7.3612e-04 eta: 4:29:45 time: 0.3300 data_time: 0.0183 memory: 9201 grad_norm: 8.3829 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5398 loss: 1.5398 2022/08/16 19:00:53 - mmengine - INFO - Epoch(train) [243][2600/3757] lr: 7.3612e-04 eta: 4:29:13 time: 0.3318 data_time: 0.0165 memory: 9201 grad_norm: 8.3525 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4549 loss: 1.4549 2022/08/16 19:01:26 - mmengine - INFO - Epoch(train) [243][2700/3757] lr: 7.3612e-04 eta: 4:28:40 time: 0.3286 data_time: 0.0171 memory: 9201 grad_norm: 8.6344 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3182 loss: 1.3182 2022/08/16 19:01:59 - mmengine - INFO - Epoch(train) [243][2800/3757] lr: 7.3612e-04 eta: 4:28:08 time: 0.3325 data_time: 0.0183 memory: 9201 grad_norm: 8.3694 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3941 loss: 1.3941 2022/08/16 19:02:02 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 19:02:33 - mmengine - INFO - Epoch(train) [243][2900/3757] lr: 7.3612e-04 eta: 4:27:36 time: 0.3448 data_time: 0.0174 memory: 9201 grad_norm: 8.1932 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4424 loss: 1.4424 2022/08/16 19:03:07 - mmengine - INFO - Epoch(train) [243][3000/3757] lr: 7.3612e-04 eta: 4:27:04 time: 0.3296 data_time: 0.0175 memory: 9201 grad_norm: 7.8158 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.1232 loss: 1.1232 2022/08/16 19:03:40 - mmengine - INFO - Epoch(train) [243][3100/3757] lr: 7.3612e-04 eta: 4:26:31 time: 0.3320 data_time: 0.0192 memory: 9201 grad_norm: 8.2207 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5857 loss: 1.5857 2022/08/16 19:04:14 - mmengine - INFO - Epoch(train) [243][3200/3757] lr: 7.3612e-04 eta: 4:25:59 time: 0.3300 data_time: 0.0172 memory: 9201 grad_norm: 8.0062 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5344 loss: 1.5344 2022/08/16 19:04:47 - mmengine - INFO - Epoch(train) [243][3300/3757] lr: 7.3612e-04 eta: 4:25:27 time: 0.3295 data_time: 0.0177 memory: 9201 grad_norm: 7.9398 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1883 loss: 1.1883 2022/08/16 19:05:20 - mmengine - INFO - Epoch(train) [243][3400/3757] lr: 7.3612e-04 eta: 4:24:55 time: 0.3313 data_time: 0.0191 memory: 9201 grad_norm: 8.4259 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2402 loss: 1.2402 2022/08/16 19:05:54 - mmengine - INFO - Epoch(train) [243][3500/3757] lr: 7.3612e-04 eta: 4:24:22 time: 0.3295 data_time: 0.0188 memory: 9201 grad_norm: 7.7807 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2718 loss: 1.2718 2022/08/16 19:06:27 - mmengine - INFO - Epoch(train) [243][3600/3757] lr: 7.3612e-04 eta: 4:23:50 time: 0.3344 data_time: 0.0182 memory: 9201 grad_norm: 8.4582 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2713 loss: 1.2713 2022/08/16 19:07:01 - mmengine - INFO - Epoch(train) [243][3700/3757] lr: 7.3612e-04 eta: 4:23:18 time: 0.3366 data_time: 0.0185 memory: 9201 grad_norm: 8.1991 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3887 loss: 1.3887 2022/08/16 19:07:20 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 19:07:20 - mmengine - INFO - Epoch(train) [243][3757/3757] lr: 7.3612e-04 eta: 4:23:05 time: 0.3382 data_time: 0.0167 memory: 9201 grad_norm: 8.0281 top1_acc: 0.4286 top5_acc: 0.5714 loss_cls: 1.1338 loss: 1.1338 2022/08/16 19:07:39 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 19:07:56 - mmengine - INFO - Epoch(train) [244][100/3757] lr: 6.3493e-04 eta: 4:22:27 time: 0.3328 data_time: 0.0184 memory: 9201 grad_norm: 8.0663 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4673 loss: 1.4673 2022/08/16 19:08:30 - mmengine - INFO - Epoch(train) [244][200/3757] lr: 6.3493e-04 eta: 4:21:55 time: 0.3297 data_time: 0.0171 memory: 9201 grad_norm: 8.0466 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5149 loss: 1.5149 2022/08/16 19:09:03 - mmengine - INFO - Epoch(train) [244][300/3757] lr: 6.3493e-04 eta: 4:21:22 time: 0.3379 data_time: 0.0182 memory: 9201 grad_norm: 8.0373 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2677 loss: 1.2677 2022/08/16 19:09:37 - mmengine - INFO - Epoch(train) [244][400/3757] lr: 6.3493e-04 eta: 4:20:50 time: 0.3393 data_time: 0.0177 memory: 9201 grad_norm: 8.2797 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4030 loss: 1.4030 2022/08/16 19:10:10 - mmengine - INFO - Epoch(train) [244][500/3757] lr: 6.3493e-04 eta: 4:20:18 time: 0.3296 data_time: 0.0178 memory: 9201 grad_norm: 8.2660 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4718 loss: 1.4718 2022/08/16 19:10:44 - mmengine - INFO - Epoch(train) [244][600/3757] lr: 6.3493e-04 eta: 4:19:46 time: 0.3327 data_time: 0.0174 memory: 9201 grad_norm: 8.2540 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3849 loss: 1.3849 2022/08/16 19:11:17 - mmengine - INFO - Epoch(train) [244][700/3757] lr: 6.3493e-04 eta: 4:19:13 time: 0.3294 data_time: 0.0181 memory: 9201 grad_norm: 8.5907 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4407 loss: 1.4407 2022/08/16 19:11:51 - mmengine - INFO - Epoch(train) [244][800/3757] lr: 6.3493e-04 eta: 4:18:41 time: 0.3303 data_time: 0.0177 memory: 9201 grad_norm: 8.1725 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1377 loss: 1.1377 2022/08/16 19:12:24 - mmengine - INFO - Epoch(train) [244][900/3757] lr: 6.3493e-04 eta: 4:18:09 time: 0.3316 data_time: 0.0178 memory: 9201 grad_norm: 8.1976 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2830 loss: 1.2830 2022/08/16 19:12:57 - mmengine - INFO - Epoch(train) [244][1000/3757] lr: 6.3493e-04 eta: 4:17:37 time: 0.3294 data_time: 0.0172 memory: 9201 grad_norm: 7.9862 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3361 loss: 1.3361 2022/08/16 19:13:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 19:13:31 - mmengine - INFO - Epoch(train) [244][1100/3757] lr: 6.3493e-04 eta: 4:17:04 time: 0.3329 data_time: 0.0183 memory: 9201 grad_norm: 8.3482 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3559 loss: 1.3559 2022/08/16 19:14:04 - mmengine - INFO - Epoch(train) [244][1200/3757] lr: 6.3493e-04 eta: 4:16:32 time: 0.3356 data_time: 0.0173 memory: 9201 grad_norm: 8.5028 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1992 loss: 1.1992 2022/08/16 19:14:38 - mmengine - INFO - Epoch(train) [244][1300/3757] lr: 6.3493e-04 eta: 4:16:00 time: 0.3291 data_time: 0.0171 memory: 9201 grad_norm: 8.2552 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3380 loss: 1.3380 2022/08/16 19:15:11 - mmengine - INFO - Epoch(train) [244][1400/3757] lr: 6.3493e-04 eta: 4:15:28 time: 0.3307 data_time: 0.0183 memory: 9201 grad_norm: 8.6225 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.0346 loss: 1.0346 2022/08/16 19:15:45 - mmengine - INFO - Epoch(train) [244][1500/3757] lr: 6.3493e-04 eta: 4:14:55 time: 0.3296 data_time: 0.0180 memory: 9201 grad_norm: 8.2294 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5209 loss: 1.5209 2022/08/16 19:16:18 - mmengine - INFO - Epoch(train) [244][1600/3757] lr: 6.3493e-04 eta: 4:14:23 time: 0.3301 data_time: 0.0177 memory: 9201 grad_norm: 8.2058 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4831 loss: 1.4831 2022/08/16 19:16:51 - mmengine - INFO - Epoch(train) [244][1700/3757] lr: 6.3493e-04 eta: 4:13:51 time: 0.3292 data_time: 0.0178 memory: 9201 grad_norm: 8.0591 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5236 loss: 1.5236 2022/08/16 19:17:25 - mmengine - INFO - Epoch(train) [244][1800/3757] lr: 6.3493e-04 eta: 4:13:18 time: 0.3297 data_time: 0.0176 memory: 9201 grad_norm: 8.1384 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2094 loss: 1.2094 2022/08/16 19:17:58 - mmengine - INFO - Epoch(train) [244][1900/3757] lr: 6.3493e-04 eta: 4:12:46 time: 0.3292 data_time: 0.0172 memory: 9201 grad_norm: 8.1898 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5685 loss: 1.5685 2022/08/16 19:18:32 - mmengine - INFO - Epoch(train) [244][2000/3757] lr: 6.3493e-04 eta: 4:12:14 time: 0.3314 data_time: 0.0176 memory: 9201 grad_norm: 7.9692 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2007 loss: 1.2007 2022/08/16 19:18:48 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 19:19:05 - mmengine - INFO - Epoch(train) [244][2100/3757] lr: 6.3493e-04 eta: 4:11:42 time: 0.3305 data_time: 0.0169 memory: 9201 grad_norm: 8.5308 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2098 loss: 1.2098 2022/08/16 19:19:39 - mmengine - INFO - Epoch(train) [244][2200/3757] lr: 6.3493e-04 eta: 4:11:09 time: 0.3308 data_time: 0.0173 memory: 9201 grad_norm: 8.0547 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4312 loss: 1.4312 2022/08/16 19:20:13 - mmengine - INFO - Epoch(train) [244][2300/3757] lr: 6.3493e-04 eta: 4:10:37 time: 0.3416 data_time: 0.0165 memory: 9201 grad_norm: 8.2972 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4417 loss: 1.4417 2022/08/16 19:20:46 - mmengine - INFO - Epoch(train) [244][2400/3757] lr: 6.3493e-04 eta: 4:10:05 time: 0.3290 data_time: 0.0184 memory: 9201 grad_norm: 8.4324 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3148 loss: 1.3148 2022/08/16 19:21:20 - mmengine - INFO - Epoch(train) [244][2500/3757] lr: 6.3493e-04 eta: 4:09:33 time: 0.3507 data_time: 0.0183 memory: 9201 grad_norm: 8.3159 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4465 loss: 1.4465 2022/08/16 19:21:53 - mmengine - INFO - Epoch(train) [244][2600/3757] lr: 6.3493e-04 eta: 4:09:00 time: 0.3322 data_time: 0.0177 memory: 9201 grad_norm: 8.5197 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3721 loss: 1.3721 2022/08/16 19:22:27 - mmengine - INFO - Epoch(train) [244][2700/3757] lr: 6.3493e-04 eta: 4:08:28 time: 0.3295 data_time: 0.0176 memory: 9201 grad_norm: 8.1541 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3568 loss: 1.3568 2022/08/16 19:23:00 - mmengine - INFO - Epoch(train) [244][2800/3757] lr: 6.3493e-04 eta: 4:07:56 time: 0.3345 data_time: 0.0183 memory: 9201 grad_norm: 8.4239 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3813 loss: 1.3813 2022/08/16 19:23:33 - mmengine - INFO - Epoch(train) [244][2900/3757] lr: 6.3493e-04 eta: 4:07:24 time: 0.3306 data_time: 0.0171 memory: 9201 grad_norm: 8.3276 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7123 loss: 1.7123 2022/08/16 19:24:07 - mmengine - INFO - Epoch(train) [244][3000/3757] lr: 6.3493e-04 eta: 4:06:51 time: 0.3290 data_time: 0.0177 memory: 9201 grad_norm: 8.2261 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1576 loss: 1.1576 2022/08/16 19:24:23 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 19:25:37 - mmengine - INFO - Epoch(train) [244][3100/3757] lr: 6.3493e-04 eta: 4:06:22 time: 2.9923 data_time: 0.0230 memory: 9201 grad_norm: 8.2522 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3383 loss: 1.3383 2022/08/16 19:26:10 - mmengine - INFO - Epoch(train) [244][3200/3757] lr: 6.3493e-04 eta: 4:05:50 time: 0.3323 data_time: 0.0180 memory: 9201 grad_norm: 8.2524 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 1.1810 loss: 1.1810 2022/08/16 19:26:44 - mmengine - INFO - Epoch(train) [244][3300/3757] lr: 6.3493e-04 eta: 4:05:17 time: 0.3308 data_time: 0.0184 memory: 9201 grad_norm: 8.6469 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5507 loss: 1.5507 2022/08/16 19:27:17 - mmengine - INFO - Epoch(train) [244][3400/3757] lr: 6.3493e-04 eta: 4:04:45 time: 0.3297 data_time: 0.0175 memory: 9201 grad_norm: 8.0496 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3610 loss: 1.3610 2022/08/16 19:27:51 - mmengine - INFO - Epoch(train) [244][3500/3757] lr: 6.3493e-04 eta: 4:04:13 time: 0.3721 data_time: 0.0302 memory: 9201 grad_norm: 8.1272 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3886 loss: 1.3886 2022/08/16 19:28:25 - mmengine - INFO - Epoch(train) [244][3600/3757] lr: 6.3493e-04 eta: 4:03:41 time: 0.3362 data_time: 0.0171 memory: 9201 grad_norm: 8.0819 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3184 loss: 1.3184 2022/08/16 19:28:58 - mmengine - INFO - Epoch(train) [244][3700/3757] lr: 6.3493e-04 eta: 4:03:08 time: 0.3303 data_time: 0.0182 memory: 9201 grad_norm: 8.3462 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4305 loss: 1.4305 2022/08/16 19:29:17 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 19:29:17 - mmengine - INFO - Epoch(train) [244][3757/3757] lr: 6.3493e-04 eta: 4:02:55 time: 0.3130 data_time: 0.0169 memory: 9201 grad_norm: 8.3167 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 1.4173 loss: 1.4173 2022/08/16 19:29:17 - mmengine - INFO - Saving checkpoint at 244 epochs 2022/08/16 19:29:56 - mmengine - INFO - Epoch(train) [245][100/3757] lr: 5.4117e-04 eta: 4:02:17 time: 0.3315 data_time: 0.0175 memory: 9201 grad_norm: 8.2323 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1039 loss: 1.1039 2022/08/16 19:30:29 - mmengine - INFO - Epoch(train) [245][200/3757] lr: 5.4117e-04 eta: 4:01:45 time: 0.3305 data_time: 0.0178 memory: 9201 grad_norm: 8.5149 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.4940 loss: 1.4940 2022/08/16 19:31:00 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 19:31:02 - mmengine - INFO - Epoch(train) [245][300/3757] lr: 5.4117e-04 eta: 4:01:13 time: 0.3304 data_time: 0.0188 memory: 9201 grad_norm: 8.1270 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2789 loss: 1.2789 2022/08/16 19:31:36 - mmengine - INFO - Epoch(train) [245][400/3757] lr: 5.4117e-04 eta: 4:00:41 time: 0.3300 data_time: 0.0166 memory: 9201 grad_norm: 8.2248 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4913 loss: 1.4913 2022/08/16 19:32:09 - mmengine - INFO - Epoch(train) [245][500/3757] lr: 5.4117e-04 eta: 4:00:08 time: 0.3335 data_time: 0.0176 memory: 9201 grad_norm: 8.6008 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.2931 loss: 1.2931 2022/08/16 19:32:43 - mmengine - INFO - Epoch(train) [245][600/3757] lr: 5.4117e-04 eta: 3:59:36 time: 0.3322 data_time: 0.0177 memory: 9201 grad_norm: 8.0486 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.2684 loss: 1.2684 2022/08/16 19:33:16 - mmengine - INFO - Epoch(train) [245][700/3757] lr: 5.4117e-04 eta: 3:59:04 time: 0.3336 data_time: 0.0192 memory: 9201 grad_norm: 8.1097 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2752 loss: 1.2752 2022/08/16 19:33:50 - mmengine - INFO - Epoch(train) [245][800/3757] lr: 5.4117e-04 eta: 3:58:31 time: 0.3332 data_time: 0.0174 memory: 9201 grad_norm: 8.1939 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3616 loss: 1.3616 2022/08/16 19:34:23 - mmengine - INFO - Epoch(train) [245][900/3757] lr: 5.4117e-04 eta: 3:57:59 time: 0.3326 data_time: 0.0181 memory: 9201 grad_norm: 8.2696 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1731 loss: 1.1731 2022/08/16 19:34:57 - mmengine - INFO - Epoch(train) [245][1000/3757] lr: 5.4117e-04 eta: 3:57:27 time: 0.3308 data_time: 0.0174 memory: 9201 grad_norm: 8.3244 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2744 loss: 1.2744 2022/08/16 19:35:30 - mmengine - INFO - Epoch(train) [245][1100/3757] lr: 5.4117e-04 eta: 3:56:55 time: 0.3313 data_time: 0.0170 memory: 9201 grad_norm: 8.2892 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2285 loss: 1.2285 2022/08/16 19:36:04 - mmengine - INFO - Epoch(train) [245][1200/3757] lr: 5.4117e-04 eta: 3:56:22 time: 0.3335 data_time: 0.0184 memory: 9201 grad_norm: 8.2071 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2921 loss: 1.2921 2022/08/16 19:36:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 19:36:37 - mmengine - INFO - Epoch(train) [245][1300/3757] lr: 5.4117e-04 eta: 3:55:50 time: 0.3307 data_time: 0.0182 memory: 9201 grad_norm: 8.2163 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1610 loss: 1.1610 2022/08/16 19:37:11 - mmengine - INFO - Epoch(train) [245][1400/3757] lr: 5.4117e-04 eta: 3:55:18 time: 0.3330 data_time: 0.0173 memory: 9201 grad_norm: 8.5716 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4237 loss: 1.4237 2022/08/16 19:37:45 - mmengine - INFO - Epoch(train) [245][1500/3757] lr: 5.4117e-04 eta: 3:54:46 time: 0.3319 data_time: 0.0187 memory: 9201 grad_norm: 8.2329 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2783 loss: 1.2783 2022/08/16 19:38:18 - mmengine - INFO - Epoch(train) [245][1600/3757] lr: 5.4117e-04 eta: 3:54:13 time: 0.3318 data_time: 0.0172 memory: 9201 grad_norm: 8.4699 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3157 loss: 1.3157 2022/08/16 19:38:52 - mmengine - INFO - Epoch(train) [245][1700/3757] lr: 5.4117e-04 eta: 3:53:41 time: 0.3323 data_time: 0.0183 memory: 9201 grad_norm: 8.4562 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4112 loss: 1.4112 2022/08/16 19:39:25 - mmengine - INFO - Epoch(train) [245][1800/3757] lr: 5.4117e-04 eta: 3:53:09 time: 0.3332 data_time: 0.0183 memory: 9201 grad_norm: 8.2365 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1630 loss: 1.1630 2022/08/16 19:39:59 - mmengine - INFO - Epoch(train) [245][1900/3757] lr: 5.4117e-04 eta: 3:52:36 time: 0.3318 data_time: 0.0184 memory: 9201 grad_norm: 8.1745 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5074 loss: 1.5074 2022/08/16 19:40:32 - mmengine - INFO - Epoch(train) [245][2000/3757] lr: 5.4117e-04 eta: 3:52:04 time: 0.3317 data_time: 0.0185 memory: 9201 grad_norm: 8.2999 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4755 loss: 1.4755 2022/08/16 19:41:06 - mmengine - INFO - Epoch(train) [245][2100/3757] lr: 5.4117e-04 eta: 3:51:32 time: 0.3333 data_time: 0.0185 memory: 9201 grad_norm: 7.9678 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.2103 loss: 1.2103 2022/08/16 19:41:39 - mmengine - INFO - Epoch(train) [245][2200/3757] lr: 5.4117e-04 eta: 3:51:00 time: 0.3332 data_time: 0.0174 memory: 9201 grad_norm: 8.2898 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3850 loss: 1.3850 2022/08/16 19:42:10 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 19:42:13 - mmengine - INFO - Epoch(train) [245][2300/3757] lr: 5.4117e-04 eta: 3:50:27 time: 0.3347 data_time: 0.0188 memory: 9201 grad_norm: 8.3638 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.4122 loss: 1.4122 2022/08/16 19:42:46 - mmengine - INFO - Epoch(train) [245][2400/3757] lr: 5.4117e-04 eta: 3:49:55 time: 0.3315 data_time: 0.0182 memory: 9201 grad_norm: 8.1522 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4377 loss: 1.4377 2022/08/16 19:43:20 - mmengine - INFO - Epoch(train) [245][2500/3757] lr: 5.4117e-04 eta: 3:49:23 time: 0.3324 data_time: 0.0177 memory: 9201 grad_norm: 8.0915 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3747 loss: 1.3747 2022/08/16 19:43:53 - mmengine - INFO - Epoch(train) [245][2600/3757] lr: 5.4117e-04 eta: 3:48:50 time: 0.3314 data_time: 0.0187 memory: 9201 grad_norm: 8.5155 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3041 loss: 1.3041 2022/08/16 19:44:27 - mmengine - INFO - Epoch(train) [245][2700/3757] lr: 5.4117e-04 eta: 3:48:18 time: 0.3319 data_time: 0.0177 memory: 9201 grad_norm: 8.4301 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3947 loss: 1.3947 2022/08/16 19:45:00 - mmengine - INFO - Epoch(train) [245][2800/3757] lr: 5.4117e-04 eta: 3:47:46 time: 0.3293 data_time: 0.0171 memory: 9201 grad_norm: 7.9691 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.0621 loss: 1.0621 2022/08/16 19:45:34 - mmengine - INFO - Epoch(train) [245][2900/3757] lr: 5.4117e-04 eta: 3:47:14 time: 0.3327 data_time: 0.0182 memory: 9201 grad_norm: 8.5676 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2542 loss: 1.2542 2022/08/16 19:46:07 - mmengine - INFO - Epoch(train) [245][3000/3757] lr: 5.4117e-04 eta: 3:46:41 time: 0.3303 data_time: 0.0192 memory: 9201 grad_norm: 8.5053 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4215 loss: 1.4215 2022/08/16 19:46:41 - mmengine - INFO - Epoch(train) [245][3100/3757] lr: 5.4117e-04 eta: 3:46:09 time: 0.3308 data_time: 0.0166 memory: 9201 grad_norm: 8.5887 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2941 loss: 1.2941 2022/08/16 19:47:15 - mmengine - INFO - Epoch(train) [245][3200/3757] lr: 5.4117e-04 eta: 3:45:37 time: 0.3425 data_time: 0.0175 memory: 9201 grad_norm: 8.2270 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2196 loss: 1.2196 2022/08/16 19:47:46 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 19:47:48 - mmengine - INFO - Epoch(train) [245][3300/3757] lr: 5.4117e-04 eta: 3:45:05 time: 0.3318 data_time: 0.0176 memory: 9201 grad_norm: 8.2055 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3734 loss: 1.3734 2022/08/16 19:48:22 - mmengine - INFO - Epoch(train) [245][3400/3757] lr: 5.4117e-04 eta: 3:44:32 time: 0.3317 data_time: 0.0170 memory: 9201 grad_norm: 8.1112 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3380 loss: 1.3380 2022/08/16 19:48:55 - mmengine - INFO - Epoch(train) [245][3500/3757] lr: 5.4117e-04 eta: 3:44:00 time: 0.3324 data_time: 0.0189 memory: 9201 grad_norm: 8.4626 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5606 loss: 1.5606 2022/08/16 19:49:29 - mmengine - INFO - Epoch(train) [245][3600/3757] lr: 5.4117e-04 eta: 3:43:28 time: 0.3342 data_time: 0.0178 memory: 9201 grad_norm: 8.8308 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2044 loss: 1.2044 2022/08/16 19:50:02 - mmengine - INFO - Epoch(train) [245][3700/3757] lr: 5.4117e-04 eta: 3:42:55 time: 0.3293 data_time: 0.0183 memory: 9201 grad_norm: 8.5810 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2298 loss: 1.2298 2022/08/16 19:50:21 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 19:50:21 - mmengine - INFO - Epoch(train) [245][3757/3757] lr: 5.4117e-04 eta: 3:42:43 time: 0.3172 data_time: 0.0173 memory: 9201 grad_norm: 8.1017 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 1.2994 loss: 1.2994 2022/08/16 19:50:43 - mmengine - INFO - Epoch(val) [245][100/310] eta: 0:00:43 time: 0.2082 data_time: 0.0945 memory: 1522 2022/08/16 19:51:05 - mmengine - INFO - Epoch(val) [245][200/310] eta: 0:00:20 time: 0.1875 data_time: 0.0748 memory: 1522 2022/08/16 19:51:26 - mmengine - INFO - Epoch(val) [245][300/310] eta: 0:00:02 time: 0.2092 data_time: 0.0979 memory: 1522 2022/08/16 19:51:29 - mmengine - INFO - Epoch(val) [245][310/310] acc/top1: 0.6927 acc/top5: 0.8845 acc/mean1: 0.6926 2022/08/16 19:51:29 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb/best_acc/top1_epoch_241.pth is removed 2022/08/16 19:51:33 - mmengine - INFO - The best checkpoint with 0.6927 acc/top1 at 246 epoch is saved to best_acc/top1_epoch_246.pth. 2022/08/16 19:52:08 - mmengine - INFO - Epoch(train) [246][100/3757] lr: 4.5487e-04 eta: 3:42:05 time: 0.3340 data_time: 0.0187 memory: 9201 grad_norm: 8.4698 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.1912 loss: 1.1912 2022/08/16 19:52:42 - mmengine - INFO - Epoch(train) [246][200/3757] lr: 4.5487e-04 eta: 3:41:32 time: 0.3317 data_time: 0.0180 memory: 9201 grad_norm: 8.2486 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3438 loss: 1.3438 2022/08/16 19:53:15 - mmengine - INFO - Epoch(train) [246][300/3757] lr: 4.5487e-04 eta: 3:41:00 time: 0.3304 data_time: 0.0183 memory: 9201 grad_norm: 8.4394 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.4606 loss: 1.4606 2022/08/16 19:53:49 - mmengine - INFO - Epoch(train) [246][400/3757] lr: 4.5487e-04 eta: 3:40:28 time: 0.3396 data_time: 0.0174 memory: 9201 grad_norm: 8.4517 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4244 loss: 1.4244 2022/08/16 19:54:22 - mmengine - INFO - Epoch(train) [246][500/3757] lr: 4.5487e-04 eta: 3:39:55 time: 0.3278 data_time: 0.0174 memory: 9201 grad_norm: 8.7547 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4793 loss: 1.4793 2022/08/16 19:54:34 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 19:54:55 - mmengine - INFO - Epoch(train) [246][600/3757] lr: 4.5487e-04 eta: 3:39:23 time: 0.3305 data_time: 0.0175 memory: 9201 grad_norm: 8.3617 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0428 loss: 1.0428 2022/08/16 19:55:29 - mmengine - INFO - Epoch(train) [246][700/3757] lr: 4.5487e-04 eta: 3:38:51 time: 0.3304 data_time: 0.0196 memory: 9201 grad_norm: 8.1774 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3048 loss: 1.3048 2022/08/16 19:56:02 - mmengine - INFO - Epoch(train) [246][800/3757] lr: 4.5487e-04 eta: 3:38:19 time: 0.3298 data_time: 0.0169 memory: 9201 grad_norm: 8.5135 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3159 loss: 1.3159 2022/08/16 19:56:36 - mmengine - INFO - Epoch(train) [246][900/3757] lr: 4.5487e-04 eta: 3:37:46 time: 0.3310 data_time: 0.0171 memory: 9201 grad_norm: 8.2007 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.0698 loss: 1.0698 2022/08/16 19:57:09 - mmengine - INFO - Epoch(train) [246][1000/3757] lr: 4.5487e-04 eta: 3:37:14 time: 0.3305 data_time: 0.0176 memory: 9201 grad_norm: 7.8988 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2256 loss: 1.2256 2022/08/16 19:57:43 - mmengine - INFO - Epoch(train) [246][1100/3757] lr: 4.5487e-04 eta: 3:36:42 time: 0.3323 data_time: 0.0175 memory: 9201 grad_norm: 8.2134 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4004 loss: 1.4004 2022/08/16 19:58:16 - mmengine - INFO - Epoch(train) [246][1200/3757] lr: 4.5487e-04 eta: 3:36:09 time: 0.3294 data_time: 0.0184 memory: 9201 grad_norm: 8.4055 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1836 loss: 1.1836 2022/08/16 19:58:50 - mmengine - INFO - Epoch(train) [246][1300/3757] lr: 4.5487e-04 eta: 3:35:37 time: 0.3345 data_time: 0.0179 memory: 9201 grad_norm: 8.2257 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5923 loss: 1.5923 2022/08/16 19:59:23 - mmengine - INFO - Epoch(train) [246][1400/3757] lr: 4.5487e-04 eta: 3:35:05 time: 0.3314 data_time: 0.0191 memory: 9201 grad_norm: 8.8030 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4531 loss: 1.4531 2022/08/16 19:59:57 - mmengine - INFO - Epoch(train) [246][1500/3757] lr: 4.5487e-04 eta: 3:34:33 time: 0.3299 data_time: 0.0174 memory: 9201 grad_norm: 8.2368 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.3739 loss: 1.3739 2022/08/16 20:00:09 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 20:00:31 - mmengine - INFO - Epoch(train) [246][1600/3757] lr: 4.5487e-04 eta: 3:34:00 time: 0.3318 data_time: 0.0173 memory: 9201 grad_norm: 8.1877 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3592 loss: 1.3592 2022/08/16 20:01:04 - mmengine - INFO - Epoch(train) [246][1700/3757] lr: 4.5487e-04 eta: 3:33:28 time: 0.3323 data_time: 0.0186 memory: 9201 grad_norm: 8.0747 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4503 loss: 1.4503 2022/08/16 20:01:38 - mmengine - INFO - Epoch(train) [246][1800/3757] lr: 4.5487e-04 eta: 3:32:56 time: 0.3365 data_time: 0.0172 memory: 9201 grad_norm: 8.4772 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4569 loss: 1.4569 2022/08/16 20:02:11 - mmengine - INFO - Epoch(train) [246][1900/3757] lr: 4.5487e-04 eta: 3:32:23 time: 0.3301 data_time: 0.0168 memory: 9201 grad_norm: 8.3984 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.4162 loss: 1.4162 2022/08/16 20:02:45 - mmengine - INFO - Epoch(train) [246][2000/3757] lr: 4.5487e-04 eta: 3:31:51 time: 0.3300 data_time: 0.0161 memory: 9201 grad_norm: 8.4867 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4151 loss: 1.4151 2022/08/16 20:03:18 - mmengine - INFO - Epoch(train) [246][2100/3757] lr: 4.5487e-04 eta: 3:31:19 time: 0.3384 data_time: 0.0175 memory: 9201 grad_norm: 8.4588 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.1622 loss: 1.1622 2022/08/16 20:03:52 - mmengine - INFO - Epoch(train) [246][2200/3757] lr: 4.5487e-04 eta: 3:30:47 time: 0.3304 data_time: 0.0192 memory: 9201 grad_norm: 8.3731 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3982 loss: 1.3982 2022/08/16 20:04:25 - mmengine - INFO - Epoch(train) [246][2300/3757] lr: 4.5487e-04 eta: 3:30:14 time: 0.3323 data_time: 0.0177 memory: 9201 grad_norm: 8.3380 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2676 loss: 1.2676 2022/08/16 20:04:58 - mmengine - INFO - Epoch(train) [246][2400/3757] lr: 4.5487e-04 eta: 3:29:42 time: 0.3310 data_time: 0.0190 memory: 9201 grad_norm: 8.1085 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0964 loss: 1.0964 2022/08/16 20:05:32 - mmengine - INFO - Epoch(train) [246][2500/3757] lr: 4.5487e-04 eta: 3:29:10 time: 0.3296 data_time: 0.0174 memory: 9201 grad_norm: 8.2044 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5321 loss: 1.5321 2022/08/16 20:05:43 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 20:06:05 - mmengine - INFO - Epoch(train) [246][2600/3757] lr: 4.5487e-04 eta: 3:28:37 time: 0.3339 data_time: 0.0178 memory: 9201 grad_norm: 8.3373 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1504 loss: 1.1504 2022/08/16 20:06:39 - mmengine - INFO - Epoch(train) [246][2700/3757] lr: 4.5487e-04 eta: 3:28:05 time: 0.3353 data_time: 0.0192 memory: 9201 grad_norm: 8.3668 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2002 loss: 1.2002 2022/08/16 20:07:12 - mmengine - INFO - Epoch(train) [246][2800/3757] lr: 4.5487e-04 eta: 3:27:33 time: 0.3296 data_time: 0.0166 memory: 9201 grad_norm: 8.1421 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3308 loss: 1.3308 2022/08/16 20:07:46 - mmengine - INFO - Epoch(train) [246][2900/3757] lr: 4.5487e-04 eta: 3:27:01 time: 0.3334 data_time: 0.0186 memory: 9201 grad_norm: 8.4090 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5344 loss: 1.5344 2022/08/16 20:08:19 - mmengine - INFO - Epoch(train) [246][3000/3757] lr: 4.5487e-04 eta: 3:26:28 time: 0.3344 data_time: 0.0182 memory: 9201 grad_norm: 8.6994 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4243 loss: 1.4243 2022/08/16 20:08:53 - mmengine - INFO - Epoch(train) [246][3100/3757] lr: 4.5487e-04 eta: 3:25:56 time: 0.3306 data_time: 0.0172 memory: 9201 grad_norm: 8.3872 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.3051 loss: 1.3051 2022/08/16 20:09:26 - mmengine - INFO - Epoch(train) [246][3200/3757] lr: 4.5487e-04 eta: 3:25:24 time: 0.3291 data_time: 0.0175 memory: 9201 grad_norm: 8.6191 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3888 loss: 1.3888 2022/08/16 20:10:00 - mmengine - INFO - Epoch(train) [246][3300/3757] lr: 4.5487e-04 eta: 3:24:51 time: 0.3308 data_time: 0.0177 memory: 9201 grad_norm: 8.0993 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3010 loss: 1.3010 2022/08/16 20:10:33 - mmengine - INFO - Epoch(train) [246][3400/3757] lr: 4.5487e-04 eta: 3:24:19 time: 0.3295 data_time: 0.0175 memory: 9201 grad_norm: 8.1368 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2595 loss: 1.2595 2022/08/16 20:11:07 - mmengine - INFO - Epoch(train) [246][3500/3757] lr: 4.5487e-04 eta: 3:23:47 time: 0.3342 data_time: 0.0185 memory: 9201 grad_norm: 8.2262 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3412 loss: 1.3412 2022/08/16 20:11:19 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 20:11:40 - mmengine - INFO - Epoch(train) [246][3600/3757] lr: 4.5487e-04 eta: 3:23:15 time: 0.3317 data_time: 0.0177 memory: 9201 grad_norm: 8.2319 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1046 loss: 1.1046 2022/08/16 20:12:14 - mmengine - INFO - Epoch(train) [246][3700/3757] lr: 4.5487e-04 eta: 3:22:42 time: 0.3291 data_time: 0.0172 memory: 9201 grad_norm: 8.2169 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2806 loss: 1.2806 2022/08/16 20:12:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 20:12:33 - mmengine - INFO - Epoch(train) [246][3757/3757] lr: 4.5487e-04 eta: 3:22:29 time: 0.3152 data_time: 0.0158 memory: 9201 grad_norm: 8.6429 top1_acc: 0.8571 top5_acc: 1.0000 loss_cls: 1.3294 loss: 1.3294 2022/08/16 20:13:08 - mmengine - INFO - Epoch(train) [247][100/3757] lr: 3.7602e-04 eta: 3:21:51 time: 0.3300 data_time: 0.0178 memory: 9201 grad_norm: 8.2066 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3635 loss: 1.3635 2022/08/16 20:13:42 - mmengine - INFO - Epoch(train) [247][200/3757] lr: 3.7602e-04 eta: 3:21:19 time: 0.3313 data_time: 0.0174 memory: 9201 grad_norm: 8.2290 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3948 loss: 1.3948 2022/08/16 20:14:15 - mmengine - INFO - Epoch(train) [247][300/3757] lr: 3.7602e-04 eta: 3:20:47 time: 0.3309 data_time: 0.0167 memory: 9201 grad_norm: 8.4314 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3359 loss: 1.3359 2022/08/16 20:14:49 - mmengine - INFO - Epoch(train) [247][400/3757] lr: 3.7602e-04 eta: 3:20:15 time: 0.3417 data_time: 0.0180 memory: 9201 grad_norm: 8.2570 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4204 loss: 1.4204 2022/08/16 20:15:22 - mmengine - INFO - Epoch(train) [247][500/3757] lr: 3.7602e-04 eta: 3:19:42 time: 0.3304 data_time: 0.0179 memory: 9201 grad_norm: 8.3913 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2914 loss: 1.2914 2022/08/16 20:15:56 - mmengine - INFO - Epoch(train) [247][600/3757] lr: 3.7602e-04 eta: 3:19:10 time: 0.3366 data_time: 0.0190 memory: 9201 grad_norm: 8.3150 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.0658 loss: 1.0658 2022/08/16 20:16:29 - mmengine - INFO - Epoch(train) [247][700/3757] lr: 3.7602e-04 eta: 3:18:38 time: 0.3345 data_time: 0.0182 memory: 9201 grad_norm: 8.4534 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1133 loss: 1.1133 2022/08/16 20:16:55 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 20:17:03 - mmengine - INFO - Epoch(train) [247][800/3757] lr: 3.7602e-04 eta: 3:18:05 time: 0.3308 data_time: 0.0179 memory: 9201 grad_norm: 8.5857 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2113 loss: 1.2113 2022/08/16 20:17:36 - mmengine - INFO - Epoch(train) [247][900/3757] lr: 3.7602e-04 eta: 3:17:33 time: 0.3328 data_time: 0.0190 memory: 9201 grad_norm: 8.3574 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5263 loss: 1.5263 2022/08/16 20:18:10 - mmengine - INFO - Epoch(train) [247][1000/3757] lr: 3.7602e-04 eta: 3:17:01 time: 0.3309 data_time: 0.0172 memory: 9201 grad_norm: 8.2742 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2917 loss: 1.2917 2022/08/16 20:18:43 - mmengine - INFO - Epoch(train) [247][1100/3757] lr: 3.7602e-04 eta: 3:16:29 time: 0.3322 data_time: 0.0167 memory: 9201 grad_norm: 8.4388 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4583 loss: 1.4583 2022/08/16 20:19:17 - mmengine - INFO - Epoch(train) [247][1200/3757] lr: 3.7602e-04 eta: 3:15:56 time: 0.3363 data_time: 0.0184 memory: 9201 grad_norm: 8.6427 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1281 loss: 1.1281 2022/08/16 20:19:50 - mmengine - INFO - Epoch(train) [247][1300/3757] lr: 3.7602e-04 eta: 3:15:24 time: 0.3308 data_time: 0.0180 memory: 9201 grad_norm: 8.5318 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4495 loss: 1.4495 2022/08/16 20:20:24 - mmengine - INFO - Epoch(train) [247][1400/3757] lr: 3.7602e-04 eta: 3:14:52 time: 0.3304 data_time: 0.0173 memory: 9201 grad_norm: 8.2362 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3556 loss: 1.3556 2022/08/16 20:20:58 - mmengine - INFO - Epoch(train) [247][1500/3757] lr: 3.7602e-04 eta: 3:14:19 time: 0.3333 data_time: 0.0177 memory: 9201 grad_norm: 8.5790 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2933 loss: 1.2933 2022/08/16 20:21:31 - mmengine - INFO - Epoch(train) [247][1600/3757] lr: 3.7602e-04 eta: 3:13:47 time: 0.3306 data_time: 0.0179 memory: 9201 grad_norm: 8.5391 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3034 loss: 1.3034 2022/08/16 20:22:05 - mmengine - INFO - Epoch(train) [247][1700/3757] lr: 3.7602e-04 eta: 3:13:15 time: 0.3304 data_time: 0.0172 memory: 9201 grad_norm: 8.4977 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5256 loss: 1.5256 2022/08/16 20:22:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 20:22:38 - mmengine - INFO - Epoch(train) [247][1800/3757] lr: 3.7602e-04 eta: 3:12:43 time: 0.3338 data_time: 0.0185 memory: 9201 grad_norm: 8.3596 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.4975 loss: 1.4975 2022/08/16 20:23:12 - mmengine - INFO - Epoch(train) [247][1900/3757] lr: 3.7602e-04 eta: 3:12:10 time: 0.3293 data_time: 0.0167 memory: 9201 grad_norm: 8.3225 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0679 loss: 1.0679 2022/08/16 20:23:46 - mmengine - INFO - Epoch(train) [247][2000/3757] lr: 3.7602e-04 eta: 3:11:38 time: 0.3294 data_time: 0.0178 memory: 9201 grad_norm: 8.3309 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1243 loss: 1.1243 2022/08/16 20:24:19 - mmengine - INFO - Epoch(train) [247][2100/3757] lr: 3.7602e-04 eta: 3:11:06 time: 0.3305 data_time: 0.0181 memory: 9201 grad_norm: 8.3460 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5266 loss: 1.5266 2022/08/16 20:24:52 - mmengine - INFO - Epoch(train) [247][2200/3757] lr: 3.7602e-04 eta: 3:10:33 time: 0.3296 data_time: 0.0179 memory: 9201 grad_norm: 8.0777 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.9845 loss: 0.9845 2022/08/16 20:25:26 - mmengine - INFO - Epoch(train) [247][2300/3757] lr: 3.7602e-04 eta: 3:10:01 time: 0.3340 data_time: 0.0190 memory: 9201 grad_norm: 8.6274 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2627 loss: 1.2627 2022/08/16 20:26:00 - mmengine - INFO - Epoch(train) [247][2400/3757] lr: 3.7602e-04 eta: 3:09:29 time: 0.3301 data_time: 0.0177 memory: 9201 grad_norm: 8.4870 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3493 loss: 1.3493 2022/08/16 20:26:33 - mmengine - INFO - Epoch(train) [247][2500/3757] lr: 3.7602e-04 eta: 3:08:57 time: 0.3312 data_time: 0.0172 memory: 9201 grad_norm: 8.3217 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3238 loss: 1.3238 2022/08/16 20:27:07 - mmengine - INFO - Epoch(train) [247][2600/3757] lr: 3.7602e-04 eta: 3:08:24 time: 0.3334 data_time: 0.0173 memory: 9201 grad_norm: 8.8217 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4965 loss: 1.4965 2022/08/16 20:27:40 - mmengine - INFO - Epoch(train) [247][2700/3757] lr: 3.7602e-04 eta: 3:07:52 time: 0.3329 data_time: 0.0183 memory: 9201 grad_norm: 8.2629 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3811 loss: 1.3811 2022/08/16 20:28:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 20:28:14 - mmengine - INFO - Epoch(train) [247][2800/3757] lr: 3.7602e-04 eta: 3:07:20 time: 0.3300 data_time: 0.0173 memory: 9201 grad_norm: 8.2563 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.2423 loss: 1.2423 2022/08/16 20:28:47 - mmengine - INFO - Epoch(train) [247][2900/3757] lr: 3.7602e-04 eta: 3:06:47 time: 0.3337 data_time: 0.0178 memory: 9201 grad_norm: 8.1524 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2876 loss: 1.2876 2022/08/16 20:29:21 - mmengine - INFO - Epoch(train) [247][3000/3757] lr: 3.7602e-04 eta: 3:06:15 time: 0.3302 data_time: 0.0172 memory: 9201 grad_norm: 8.6051 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4164 loss: 1.4164 2022/08/16 20:29:54 - mmengine - INFO - Epoch(train) [247][3100/3757] lr: 3.7602e-04 eta: 3:05:43 time: 0.3304 data_time: 0.0174 memory: 9201 grad_norm: 8.5000 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2997 loss: 1.2997 2022/08/16 20:30:28 - mmengine - INFO - Epoch(train) [247][3200/3757] lr: 3.7602e-04 eta: 3:05:10 time: 0.3307 data_time: 0.0184 memory: 9201 grad_norm: 8.3145 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0933 loss: 1.0933 2022/08/16 20:31:01 - mmengine - INFO - Epoch(train) [247][3300/3757] lr: 3.7602e-04 eta: 3:04:38 time: 0.3308 data_time: 0.0167 memory: 9201 grad_norm: 8.6169 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0750 loss: 1.0750 2022/08/16 20:31:35 - mmengine - INFO - Epoch(train) [247][3400/3757] lr: 3.7602e-04 eta: 3:04:06 time: 0.3304 data_time: 0.0171 memory: 9201 grad_norm: 8.4566 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3595 loss: 1.3595 2022/08/16 20:32:08 - mmengine - INFO - Epoch(train) [247][3500/3757] lr: 3.7602e-04 eta: 3:03:34 time: 0.3325 data_time: 0.0188 memory: 9201 grad_norm: 8.4619 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2357 loss: 1.2357 2022/08/16 20:32:42 - mmengine - INFO - Epoch(train) [247][3600/3757] lr: 3.7602e-04 eta: 3:03:01 time: 0.3321 data_time: 0.0190 memory: 9201 grad_norm: 8.5239 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2924 loss: 1.2924 2022/08/16 20:33:15 - mmengine - INFO - Epoch(train) [247][3700/3757] lr: 3.7602e-04 eta: 3:02:29 time: 0.3287 data_time: 0.0179 memory: 9201 grad_norm: 8.7757 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4801 loss: 1.4801 2022/08/16 20:33:34 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 20:33:34 - mmengine - INFO - Epoch(train) [247][3757/3757] lr: 3.7602e-04 eta: 3:02:16 time: 0.3135 data_time: 0.0156 memory: 9201 grad_norm: 8.3681 top1_acc: 0.8571 top5_acc: 0.8571 loss_cls: 1.2001 loss: 1.2001 2022/08/16 20:33:43 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 20:34:09 - mmengine - INFO - Epoch(train) [248][100/3757] lr: 3.0465e-04 eta: 3:01:38 time: 0.3324 data_time: 0.0178 memory: 9201 grad_norm: 8.7406 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2486 loss: 1.2486 2022/08/16 20:34:43 - mmengine - INFO - Epoch(train) [248][200/3757] lr: 3.0465e-04 eta: 3:01:06 time: 0.3321 data_time: 0.0177 memory: 9201 grad_norm: 8.6772 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3195 loss: 1.3195 2022/08/16 20:35:16 - mmengine - INFO - Epoch(train) [248][300/3757] lr: 3.0465e-04 eta: 3:00:34 time: 0.3316 data_time: 0.0180 memory: 9201 grad_norm: 8.3404 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2970 loss: 1.2970 2022/08/16 20:35:50 - mmengine - INFO - Epoch(train) [248][400/3757] lr: 3.0465e-04 eta: 3:00:01 time: 0.3461 data_time: 0.0185 memory: 9201 grad_norm: 8.1528 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4072 loss: 1.4072 2022/08/16 20:36:24 - mmengine - INFO - Epoch(train) [248][500/3757] lr: 3.0465e-04 eta: 2:59:29 time: 0.3329 data_time: 0.0172 memory: 9201 grad_norm: 8.4677 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4065 loss: 1.4065 2022/08/16 20:36:57 - mmengine - INFO - Epoch(train) [248][600/3757] lr: 3.0465e-04 eta: 2:58:57 time: 0.3297 data_time: 0.0175 memory: 9201 grad_norm: 8.4358 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2157 loss: 1.2157 2022/08/16 20:37:31 - mmengine - INFO - Epoch(train) [248][700/3757] lr: 3.0465e-04 eta: 2:58:24 time: 0.3318 data_time: 0.0173 memory: 9201 grad_norm: 8.3517 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.3966 loss: 1.3966 2022/08/16 20:38:04 - mmengine - INFO - Epoch(train) [248][800/3757] lr: 3.0465e-04 eta: 2:57:52 time: 0.3327 data_time: 0.0172 memory: 9201 grad_norm: 8.3366 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1488 loss: 1.1488 2022/08/16 20:38:38 - mmengine - INFO - Epoch(train) [248][900/3757] lr: 3.0465e-04 eta: 2:57:20 time: 0.3378 data_time: 0.0196 memory: 9201 grad_norm: 8.2635 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2951 loss: 1.2951 2022/08/16 20:39:11 - mmengine - INFO - Epoch(train) [248][1000/3757] lr: 3.0465e-04 eta: 2:56:48 time: 0.3301 data_time: 0.0175 memory: 9201 grad_norm: 8.2370 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0426 loss: 1.0426 2022/08/16 20:39:18 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 20:39:45 - mmengine - INFO - Epoch(train) [248][1100/3757] lr: 3.0465e-04 eta: 2:56:15 time: 0.3337 data_time: 0.0175 memory: 9201 grad_norm: 8.3705 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3311 loss: 1.3311 2022/08/16 20:40:18 - mmengine - INFO - Epoch(train) [248][1200/3757] lr: 3.0465e-04 eta: 2:55:43 time: 0.3354 data_time: 0.0178 memory: 9201 grad_norm: 8.3275 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1898 loss: 1.1898 2022/08/16 20:40:52 - mmengine - INFO - Epoch(train) [248][1300/3757] lr: 3.0465e-04 eta: 2:55:11 time: 0.3311 data_time: 0.0177 memory: 9201 grad_norm: 8.7977 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6808 loss: 1.6808 2022/08/16 20:41:25 - mmengine - INFO - Epoch(train) [248][1400/3757] lr: 3.0465e-04 eta: 2:54:38 time: 0.3296 data_time: 0.0165 memory: 9201 grad_norm: 8.2144 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2706 loss: 1.2706 2022/08/16 20:41:59 - mmengine - INFO - Epoch(train) [248][1500/3757] lr: 3.0465e-04 eta: 2:54:06 time: 0.3345 data_time: 0.0182 memory: 9201 grad_norm: 8.7223 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3671 loss: 1.3671 2022/08/16 20:42:32 - mmengine - INFO - Epoch(train) [248][1600/3757] lr: 3.0465e-04 eta: 2:53:34 time: 0.3305 data_time: 0.0176 memory: 9201 grad_norm: 8.3681 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.2845 loss: 1.2845 2022/08/16 20:43:06 - mmengine - INFO - Epoch(train) [248][1700/3757] lr: 3.0465e-04 eta: 2:53:01 time: 0.3314 data_time: 0.0185 memory: 9201 grad_norm: 8.2478 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3224 loss: 1.3224 2022/08/16 20:43:39 - mmengine - INFO - Epoch(train) [248][1800/3757] lr: 3.0465e-04 eta: 2:52:29 time: 0.3347 data_time: 0.0190 memory: 9201 grad_norm: 8.4005 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.5239 loss: 1.5239 2022/08/16 20:44:13 - mmengine - INFO - Epoch(train) [248][1900/3757] lr: 3.0465e-04 eta: 2:51:57 time: 0.3376 data_time: 0.0185 memory: 9201 grad_norm: 8.3484 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2580 loss: 1.2580 2022/08/16 20:44:46 - mmengine - INFO - Epoch(train) [248][2000/3757] lr: 3.0465e-04 eta: 2:51:25 time: 0.3322 data_time: 0.0187 memory: 9201 grad_norm: 8.8385 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4238 loss: 1.4238 2022/08/16 20:44:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 20:45:20 - mmengine - INFO - Epoch(train) [248][2100/3757] lr: 3.0465e-04 eta: 2:50:52 time: 0.3322 data_time: 0.0194 memory: 9201 grad_norm: 8.4919 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6241 loss: 1.6241 2022/08/16 20:45:54 - mmengine - INFO - Epoch(train) [248][2200/3757] lr: 3.0465e-04 eta: 2:50:20 time: 0.3354 data_time: 0.0170 memory: 9201 grad_norm: 8.3124 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3487 loss: 1.3487 2022/08/16 20:46:27 - mmengine - INFO - Epoch(train) [248][2300/3757] lr: 3.0465e-04 eta: 2:49:48 time: 0.3304 data_time: 0.0178 memory: 9201 grad_norm: 8.3077 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2077 loss: 1.2077 2022/08/16 20:47:01 - mmengine - INFO - Epoch(train) [248][2400/3757] lr: 3.0465e-04 eta: 2:49:15 time: 0.3321 data_time: 0.0179 memory: 9201 grad_norm: 8.3683 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0559 loss: 1.0559 2022/08/16 20:47:34 - mmengine - INFO - Epoch(train) [248][2500/3757] lr: 3.0465e-04 eta: 2:48:43 time: 0.3316 data_time: 0.0172 memory: 9201 grad_norm: 8.9162 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.7044 loss: 1.7044 2022/08/16 20:48:08 - mmengine - INFO - Epoch(train) [248][2600/3757] lr: 3.0465e-04 eta: 2:48:11 time: 0.3311 data_time: 0.0182 memory: 9201 grad_norm: 8.6579 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.4675 loss: 1.4675 2022/08/16 20:48:42 - mmengine - INFO - Epoch(train) [248][2700/3757] lr: 3.0465e-04 eta: 2:47:38 time: 0.3329 data_time: 0.0189 memory: 9201 grad_norm: 8.5263 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2881 loss: 1.2881 2022/08/16 20:49:15 - mmengine - INFO - Epoch(train) [248][2800/3757] lr: 3.0465e-04 eta: 2:47:06 time: 0.3306 data_time: 0.0177 memory: 9201 grad_norm: 8.7308 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4932 loss: 1.4932 2022/08/16 20:49:49 - mmengine - INFO - Epoch(train) [248][2900/3757] lr: 3.0465e-04 eta: 2:46:34 time: 0.3306 data_time: 0.0170 memory: 9201 grad_norm: 8.8627 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4820 loss: 1.4820 2022/08/16 20:50:22 - mmengine - INFO - Epoch(train) [248][3000/3757] lr: 3.0465e-04 eta: 2:46:02 time: 0.3338 data_time: 0.0186 memory: 9201 grad_norm: 8.4581 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3004 loss: 1.3004 2022/08/16 20:50:29 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 20:50:56 - mmengine - INFO - Epoch(train) [248][3100/3757] lr: 3.0465e-04 eta: 2:45:29 time: 0.3320 data_time: 0.0180 memory: 9201 grad_norm: 8.1548 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2958 loss: 1.2958 2022/08/16 20:51:29 - mmengine - INFO - Epoch(train) [248][3200/3757] lr: 3.0465e-04 eta: 2:44:57 time: 0.3337 data_time: 0.0183 memory: 9201 grad_norm: 8.4881 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4506 loss: 1.4506 2022/08/16 20:52:03 - mmengine - INFO - Epoch(train) [248][3300/3757] lr: 3.0465e-04 eta: 2:44:25 time: 0.3331 data_time: 0.0182 memory: 9201 grad_norm: 8.5913 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3584 loss: 1.3584 2022/08/16 20:52:36 - mmengine - INFO - Epoch(train) [248][3400/3757] lr: 3.0465e-04 eta: 2:43:52 time: 0.3330 data_time: 0.0166 memory: 9201 grad_norm: 8.4998 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3162 loss: 1.3162 2022/08/16 20:53:10 - mmengine - INFO - Epoch(train) [248][3500/3757] lr: 3.0465e-04 eta: 2:43:20 time: 0.3331 data_time: 0.0190 memory: 9201 grad_norm: 8.2040 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.2269 loss: 1.2269 2022/08/16 20:53:44 - mmengine - INFO - Epoch(train) [248][3600/3757] lr: 3.0465e-04 eta: 2:42:48 time: 0.3330 data_time: 0.0185 memory: 9201 grad_norm: 8.7647 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2819 loss: 1.2819 2022/08/16 20:54:17 - mmengine - INFO - Epoch(train) [248][3700/3757] lr: 3.0465e-04 eta: 2:42:15 time: 0.3321 data_time: 0.0187 memory: 9201 grad_norm: 8.6664 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2770 loss: 1.2770 2022/08/16 20:54:36 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 20:54:36 - mmengine - INFO - Epoch(train) [248][3757/3757] lr: 3.0465e-04 eta: 2:42:03 time: 0.3154 data_time: 0.0168 memory: 9201 grad_norm: 8.6305 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2347 loss: 1.2347 2022/08/16 20:54:36 - mmengine - INFO - Saving checkpoint at 248 epochs 2022/08/16 20:55:15 - mmengine - INFO - Epoch(train) [249][100/3757] lr: 2.4076e-04 eta: 2:41:25 time: 0.3310 data_time: 0.0192 memory: 9201 grad_norm: 8.4914 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3962 loss: 1.3962 2022/08/16 20:55:49 - mmengine - INFO - Epoch(train) [249][200/3757] lr: 2.4076e-04 eta: 2:40:52 time: 0.3406 data_time: 0.0174 memory: 9201 grad_norm: 8.4930 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3417 loss: 1.3417 2022/08/16 20:56:10 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 20:56:22 - mmengine - INFO - Epoch(train) [249][300/3757] lr: 2.4076e-04 eta: 2:40:20 time: 0.3335 data_time: 0.0172 memory: 9201 grad_norm: 8.4065 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2586 loss: 1.2586 2022/08/16 20:57:59 - mmengine - INFO - Epoch(train) [249][400/3757] lr: 2.4076e-04 eta: 2:39:50 time: 0.3303 data_time: 0.0172 memory: 9201 grad_norm: 8.5132 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4440 loss: 1.4440 2022/08/16 20:58:32 - mmengine - INFO - Epoch(train) [249][500/3757] lr: 2.4076e-04 eta: 2:39:17 time: 0.3338 data_time: 0.0191 memory: 9201 grad_norm: 8.3023 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1051 loss: 1.1051 2022/08/16 20:59:06 - mmengine - INFO - Epoch(train) [249][600/3757] lr: 2.4076e-04 eta: 2:38:45 time: 0.3305 data_time: 0.0179 memory: 9201 grad_norm: 8.5901 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1897 loss: 1.1897 2022/08/16 20:59:40 - mmengine - INFO - Epoch(train) [249][700/3757] lr: 2.4076e-04 eta: 2:38:13 time: 0.3322 data_time: 0.0185 memory: 9201 grad_norm: 8.4920 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0613 loss: 1.0613 2022/08/16 21:00:13 - mmengine - INFO - Epoch(train) [249][800/3757] lr: 2.4076e-04 eta: 2:37:40 time: 0.3334 data_time: 0.0193 memory: 9201 grad_norm: 8.4065 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2309 loss: 1.2309 2022/08/16 21:00:47 - mmengine - INFO - Epoch(train) [249][900/3757] lr: 2.4076e-04 eta: 2:37:08 time: 0.3295 data_time: 0.0177 memory: 9201 grad_norm: 8.2926 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1564 loss: 1.1564 2022/08/16 21:01:20 - mmengine - INFO - Epoch(train) [249][1000/3757] lr: 2.4076e-04 eta: 2:36:36 time: 0.3309 data_time: 0.0173 memory: 9201 grad_norm: 8.3125 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2853 loss: 1.2853 2022/08/16 21:01:54 - mmengine - INFO - Epoch(train) [249][1100/3757] lr: 2.4076e-04 eta: 2:36:04 time: 0.3329 data_time: 0.0181 memory: 9201 grad_norm: 8.6442 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2956 loss: 1.2956 2022/08/16 21:02:27 - mmengine - INFO - Epoch(train) [249][1200/3757] lr: 2.4076e-04 eta: 2:35:31 time: 0.3290 data_time: 0.0176 memory: 9201 grad_norm: 8.5608 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3853 loss: 1.3853 2022/08/16 21:02:48 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 21:03:00 - mmengine - INFO - Epoch(train) [249][1300/3757] lr: 2.4076e-04 eta: 2:34:59 time: 0.3303 data_time: 0.0189 memory: 9201 grad_norm: 8.4207 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2647 loss: 1.2647 2022/08/16 21:03:34 - mmengine - INFO - Epoch(train) [249][1400/3757] lr: 2.4076e-04 eta: 2:34:27 time: 0.3326 data_time: 0.0196 memory: 9201 grad_norm: 8.4130 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.2639 loss: 1.2639 2022/08/16 21:04:07 - mmengine - INFO - Epoch(train) [249][1500/3757] lr: 2.4076e-04 eta: 2:33:54 time: 0.3291 data_time: 0.0176 memory: 9201 grad_norm: 8.8894 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2116 loss: 1.2116 2022/08/16 21:04:41 - mmengine - INFO - Epoch(train) [249][1600/3757] lr: 2.4076e-04 eta: 2:33:22 time: 0.3288 data_time: 0.0179 memory: 9201 grad_norm: 8.8281 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3573 loss: 1.3573 2022/08/16 21:05:15 - mmengine - INFO - Epoch(train) [249][1700/3757] lr: 2.4076e-04 eta: 2:32:50 time: 0.3307 data_time: 0.0166 memory: 9201 grad_norm: 8.6074 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3933 loss: 1.3933 2022/08/16 21:05:48 - mmengine - INFO - Epoch(train) [249][1800/3757] lr: 2.4076e-04 eta: 2:32:17 time: 0.3303 data_time: 0.0169 memory: 9201 grad_norm: 8.3791 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2154 loss: 1.2154 2022/08/16 21:06:22 - mmengine - INFO - Epoch(train) [249][1900/3757] lr: 2.4076e-04 eta: 2:31:45 time: 0.3303 data_time: 0.0176 memory: 9201 grad_norm: 8.6764 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2412 loss: 1.2412 2022/08/16 21:06:56 - mmengine - INFO - Epoch(train) [249][2000/3757] lr: 2.4076e-04 eta: 2:31:13 time: 0.3303 data_time: 0.0184 memory: 9201 grad_norm: 8.3520 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3988 loss: 1.3988 2022/08/16 21:07:29 - mmengine - INFO - Epoch(train) [249][2100/3757] lr: 2.4076e-04 eta: 2:30:40 time: 0.3298 data_time: 0.0174 memory: 9201 grad_norm: 8.6973 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5297 loss: 1.5297 2022/08/16 21:08:02 - mmengine - INFO - Epoch(train) [249][2200/3757] lr: 2.4076e-04 eta: 2:30:08 time: 0.3301 data_time: 0.0193 memory: 9201 grad_norm: 8.4903 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3213 loss: 1.3213 2022/08/16 21:08:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 21:08:36 - mmengine - INFO - Epoch(train) [249][2300/3757] lr: 2.4076e-04 eta: 2:29:36 time: 0.3346 data_time: 0.0204 memory: 9201 grad_norm: 8.6546 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1130 loss: 1.1130 2022/08/16 21:09:10 - mmengine - INFO - Epoch(train) [249][2400/3757] lr: 2.4076e-04 eta: 2:29:03 time: 0.3299 data_time: 0.0173 memory: 9201 grad_norm: 8.6162 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1924 loss: 1.1924 2022/08/16 21:09:43 - mmengine - INFO - Epoch(train) [249][2500/3757] lr: 2.4076e-04 eta: 2:28:31 time: 0.3303 data_time: 0.0163 memory: 9201 grad_norm: 8.6385 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4909 loss: 1.4909 2022/08/16 21:10:17 - mmengine - INFO - Epoch(train) [249][2600/3757] lr: 2.4076e-04 eta: 2:27:59 time: 0.3292 data_time: 0.0178 memory: 9201 grad_norm: 8.4307 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2606 loss: 1.2606 2022/08/16 21:10:50 - mmengine - INFO - Epoch(train) [249][2700/3757] lr: 2.4076e-04 eta: 2:27:27 time: 0.3334 data_time: 0.0171 memory: 9201 grad_norm: 8.7558 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5686 loss: 1.5686 2022/08/16 21:11:24 - mmengine - INFO - Epoch(train) [249][2800/3757] lr: 2.4076e-04 eta: 2:26:54 time: 0.3347 data_time: 0.0181 memory: 9201 grad_norm: 8.7873 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3465 loss: 1.3465 2022/08/16 21:11:57 - mmengine - INFO - Epoch(train) [249][2900/3757] lr: 2.4076e-04 eta: 2:26:22 time: 0.3312 data_time: 0.0186 memory: 9201 grad_norm: 8.7787 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4165 loss: 1.4165 2022/08/16 21:12:31 - mmengine - INFO - Epoch(train) [249][3000/3757] lr: 2.4076e-04 eta: 2:25:50 time: 0.3314 data_time: 0.0185 memory: 9201 grad_norm: 8.5648 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4022 loss: 1.4022 2022/08/16 21:13:05 - mmengine - INFO - Epoch(train) [249][3100/3757] lr: 2.4076e-04 eta: 2:25:17 time: 0.3307 data_time: 0.0190 memory: 9201 grad_norm: 8.2299 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.1659 loss: 1.1659 2022/08/16 21:13:38 - mmengine - INFO - Epoch(train) [249][3200/3757] lr: 2.4076e-04 eta: 2:24:45 time: 0.3337 data_time: 0.0186 memory: 9201 grad_norm: 8.7085 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0998 loss: 1.0998 2022/08/16 21:14:00 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 21:14:12 - mmengine - INFO - Epoch(train) [249][3300/3757] lr: 2.4076e-04 eta: 2:24:13 time: 0.3327 data_time: 0.0191 memory: 9201 grad_norm: 8.5879 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6174 loss: 1.6174 2022/08/16 21:14:45 - mmengine - INFO - Epoch(train) [249][3400/3757] lr: 2.4076e-04 eta: 2:23:40 time: 0.3322 data_time: 0.0175 memory: 9201 grad_norm: 8.5301 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2844 loss: 1.2844 2022/08/16 21:15:19 - mmengine - INFO - Epoch(train) [249][3500/3757] lr: 2.4076e-04 eta: 2:23:08 time: 0.3307 data_time: 0.0179 memory: 9201 grad_norm: 8.7666 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.9630 loss: 0.9630 2022/08/16 21:15:52 - mmengine - INFO - Epoch(train) [249][3600/3757] lr: 2.4076e-04 eta: 2:22:36 time: 0.3309 data_time: 0.0176 memory: 9201 grad_norm: 8.2573 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3182 loss: 1.3182 2022/08/16 21:16:26 - mmengine - INFO - Epoch(train) [249][3700/3757] lr: 2.4076e-04 eta: 2:22:03 time: 0.3361 data_time: 0.0179 memory: 9201 grad_norm: 8.8060 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5243 loss: 1.5243 2022/08/16 21:16:45 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 21:16:45 - mmengine - INFO - Epoch(train) [249][3757/3757] lr: 2.4076e-04 eta: 2:21:51 time: 0.3227 data_time: 0.0180 memory: 9201 grad_norm: 8.6907 top1_acc: 0.4286 top5_acc: 1.0000 loss_cls: 1.1563 loss: 1.1563 2022/08/16 21:17:21 - mmengine - INFO - Epoch(train) [250][100/3757] lr: 1.8437e-04 eta: 2:21:13 time: 0.3335 data_time: 0.0184 memory: 9201 grad_norm: 8.4106 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3809 loss: 1.3809 2022/08/16 21:17:54 - mmengine - INFO - Epoch(train) [250][200/3757] lr: 1.8437e-04 eta: 2:20:40 time: 0.3324 data_time: 0.0177 memory: 9201 grad_norm: 8.1055 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2543 loss: 1.2543 2022/08/16 21:18:28 - mmengine - INFO - Epoch(train) [250][300/3757] lr: 1.8437e-04 eta: 2:20:08 time: 0.3310 data_time: 0.0173 memory: 9201 grad_norm: 8.3055 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1323 loss: 1.1323 2022/08/16 21:19:02 - mmengine - INFO - Epoch(train) [250][400/3757] lr: 1.8437e-04 eta: 2:19:36 time: 0.3304 data_time: 0.0169 memory: 9201 grad_norm: 8.7277 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3002 loss: 1.3002 2022/08/16 21:19:35 - mmengine - INFO - Epoch(train) [250][500/3757] lr: 1.8437e-04 eta: 2:19:03 time: 0.3290 data_time: 0.0175 memory: 9201 grad_norm: 8.4782 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2743 loss: 1.2743 2022/08/16 21:19:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 21:20:09 - mmengine - INFO - Epoch(train) [250][600/3757] lr: 1.8437e-04 eta: 2:18:31 time: 0.3308 data_time: 0.0188 memory: 9201 grad_norm: 8.3220 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2730 loss: 1.2730 2022/08/16 21:20:42 - mmengine - INFO - Epoch(train) [250][700/3757] lr: 1.8437e-04 eta: 2:17:59 time: 0.3319 data_time: 0.0188 memory: 9201 grad_norm: 8.7598 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.2096 loss: 1.2096 2022/08/16 21:21:16 - mmengine - INFO - Epoch(train) [250][800/3757] lr: 1.8437e-04 eta: 2:17:26 time: 0.3335 data_time: 0.0180 memory: 9201 grad_norm: 8.5076 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2056 loss: 1.2056 2022/08/16 21:21:49 - mmengine - INFO - Epoch(train) [250][900/3757] lr: 1.8437e-04 eta: 2:16:54 time: 0.3313 data_time: 0.0181 memory: 9201 grad_norm: 8.3478 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4594 loss: 1.4594 2022/08/16 21:22:23 - mmengine - INFO - Epoch(train) [250][1000/3757] lr: 1.8437e-04 eta: 2:16:22 time: 0.3326 data_time: 0.0183 memory: 9201 grad_norm: 8.5599 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.5933 loss: 1.5933 2022/08/16 21:22:56 - mmengine - INFO - Epoch(train) [250][1100/3757] lr: 1.8437e-04 eta: 2:15:49 time: 0.3321 data_time: 0.0183 memory: 9201 grad_norm: 8.5229 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.1973 loss: 1.1973 2022/08/16 21:23:30 - mmengine - INFO - Epoch(train) [250][1200/3757] lr: 1.8437e-04 eta: 2:15:17 time: 0.3307 data_time: 0.0179 memory: 9201 grad_norm: 8.5206 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4752 loss: 1.4752 2022/08/16 21:24:03 - mmengine - INFO - Epoch(train) [250][1300/3757] lr: 1.8437e-04 eta: 2:14:45 time: 0.3336 data_time: 0.0187 memory: 9201 grad_norm: 8.4276 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3614 loss: 1.3614 2022/08/16 21:24:37 - mmengine - INFO - Epoch(train) [250][1400/3757] lr: 1.8437e-04 eta: 2:14:12 time: 0.3334 data_time: 0.0187 memory: 9201 grad_norm: 8.8519 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5168 loss: 1.5168 2022/08/16 21:25:10 - mmengine - INFO - Epoch(train) [250][1500/3757] lr: 1.8437e-04 eta: 2:13:40 time: 0.3320 data_time: 0.0171 memory: 9201 grad_norm: 8.5878 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2910 loss: 1.2910 2022/08/16 21:25:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 21:25:44 - mmengine - INFO - Epoch(train) [250][1600/3757] lr: 1.8437e-04 eta: 2:13:08 time: 0.3314 data_time: 0.0179 memory: 9201 grad_norm: 8.3822 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2396 loss: 1.2396 2022/08/16 21:26:18 - mmengine - INFO - Epoch(train) [250][1700/3757] lr: 1.8437e-04 eta: 2:12:36 time: 0.3322 data_time: 0.0182 memory: 9201 grad_norm: 8.7284 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2925 loss: 1.2925 2022/08/16 21:26:51 - mmengine - INFO - Epoch(train) [250][1800/3757] lr: 1.8437e-04 eta: 2:12:03 time: 0.3344 data_time: 0.0173 memory: 9201 grad_norm: 8.5547 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.9885 loss: 0.9885 2022/08/16 21:27:25 - mmengine - INFO - Epoch(train) [250][1900/3757] lr: 1.8437e-04 eta: 2:11:31 time: 0.3319 data_time: 0.0171 memory: 9201 grad_norm: 8.4869 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3823 loss: 1.3823 2022/08/16 21:27:58 - mmengine - INFO - Epoch(train) [250][2000/3757] lr: 1.8437e-04 eta: 2:10:59 time: 0.3318 data_time: 0.0169 memory: 9201 grad_norm: 8.6954 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3890 loss: 1.3890 2022/08/16 21:28:32 - mmengine - INFO - Epoch(train) [250][2100/3757] lr: 1.8437e-04 eta: 2:10:26 time: 0.3398 data_time: 0.0191 memory: 9201 grad_norm: 8.6167 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2411 loss: 1.2411 2022/08/16 21:29:06 - mmengine - INFO - Epoch(train) [250][2200/3757] lr: 1.8437e-04 eta: 2:09:54 time: 0.3322 data_time: 0.0182 memory: 9201 grad_norm: 8.7804 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3162 loss: 1.3162 2022/08/16 21:29:39 - mmengine - INFO - Epoch(train) [250][2300/3757] lr: 1.8437e-04 eta: 2:09:22 time: 0.3302 data_time: 0.0182 memory: 9201 grad_norm: 8.5510 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3079 loss: 1.3079 2022/08/16 21:30:13 - mmengine - INFO - Epoch(train) [250][2400/3757] lr: 1.8437e-04 eta: 2:08:49 time: 0.3315 data_time: 0.0185 memory: 9201 grad_norm: 8.5496 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4773 loss: 1.4773 2022/08/16 21:30:46 - mmengine - INFO - Epoch(train) [250][2500/3757] lr: 1.8437e-04 eta: 2:08:17 time: 0.3311 data_time: 0.0174 memory: 9201 grad_norm: 8.5948 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2777 loss: 1.2777 2022/08/16 21:30:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 21:31:20 - mmengine - INFO - Epoch(train) [250][2600/3757] lr: 1.8437e-04 eta: 2:07:45 time: 0.3312 data_time: 0.0184 memory: 9201 grad_norm: 8.7726 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2490 loss: 1.2490 2022/08/16 21:31:53 - mmengine - INFO - Epoch(train) [250][2700/3757] lr: 1.8437e-04 eta: 2:07:12 time: 0.3316 data_time: 0.0192 memory: 9201 grad_norm: 8.4354 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2212 loss: 1.2212 2022/08/16 21:32:27 - mmengine - INFO - Epoch(train) [250][2800/3757] lr: 1.8437e-04 eta: 2:06:40 time: 0.3309 data_time: 0.0176 memory: 9201 grad_norm: 8.5386 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2071 loss: 1.2071 2022/08/16 21:33:00 - mmengine - INFO - Epoch(train) [250][2900/3757] lr: 1.8437e-04 eta: 2:06:08 time: 0.3319 data_time: 0.0183 memory: 9201 grad_norm: 8.5287 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1392 loss: 1.1392 2022/08/16 21:33:34 - mmengine - INFO - Epoch(train) [250][3000/3757] lr: 1.8437e-04 eta: 2:05:35 time: 0.3356 data_time: 0.0188 memory: 9201 grad_norm: 8.7532 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0699 loss: 1.0699 2022/08/16 21:34:07 - mmengine - INFO - Epoch(train) [250][3100/3757] lr: 1.8437e-04 eta: 2:05:03 time: 0.3328 data_time: 0.0176 memory: 9201 grad_norm: 8.2365 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2423 loss: 1.2423 2022/08/16 21:34:41 - mmengine - INFO - Epoch(train) [250][3200/3757] lr: 1.8437e-04 eta: 2:04:31 time: 0.3332 data_time: 0.0178 memory: 9201 grad_norm: 8.9969 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4568 loss: 1.4568 2022/08/16 21:35:15 - mmengine - INFO - Epoch(train) [250][3300/3757] lr: 1.8437e-04 eta: 2:03:58 time: 0.3352 data_time: 0.0186 memory: 9201 grad_norm: 8.7974 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6857 loss: 1.6857 2022/08/16 21:35:48 - mmengine - INFO - Epoch(train) [250][3400/3757] lr: 1.8437e-04 eta: 2:03:26 time: 0.3334 data_time: 0.0174 memory: 9201 grad_norm: 8.5920 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4235 loss: 1.4235 2022/08/16 21:36:22 - mmengine - INFO - Epoch(train) [250][3500/3757] lr: 1.8437e-04 eta: 2:02:54 time: 0.3304 data_time: 0.0176 memory: 9201 grad_norm: 8.9003 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.1742 loss: 1.1742 2022/08/16 21:36:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 21:36:55 - mmengine - INFO - Epoch(train) [250][3600/3757] lr: 1.8437e-04 eta: 2:02:21 time: 0.3329 data_time: 0.0177 memory: 9201 grad_norm: 8.5018 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2586 loss: 1.2586 2022/08/16 21:37:29 - mmengine - INFO - Epoch(train) [250][3700/3757] lr: 1.8437e-04 eta: 2:01:49 time: 0.3325 data_time: 0.0183 memory: 9201 grad_norm: 8.8096 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3335 loss: 1.3335 2022/08/16 21:37:48 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 21:37:48 - mmengine - INFO - Epoch(train) [250][3757/3757] lr: 1.8437e-04 eta: 2:01:36 time: 0.3148 data_time: 0.0172 memory: 9201 grad_norm: 8.5288 top1_acc: 0.5714 top5_acc: 1.0000 loss_cls: 1.3024 loss: 1.3024 2022/08/16 21:38:09 - mmengine - INFO - Epoch(val) [250][100/310] eta: 0:00:45 time: 0.2144 data_time: 0.1023 memory: 1522 2022/08/16 21:38:31 - mmengine - INFO - Epoch(val) [250][200/310] eta: 0:00:20 time: 0.1860 data_time: 0.0773 memory: 1522 2022/08/16 21:38:52 - mmengine - INFO - Epoch(val) [250][300/310] eta: 0:00:02 time: 0.2139 data_time: 0.1034 memory: 1522 2022/08/16 21:38:57 - mmengine - INFO - Epoch(val) [250][310/310] acc/top1: 0.6959 acc/top5: 0.8869 acc/mean1: 0.6959 2022/08/16 21:38:57 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb/best_acc/top1_epoch_246.pth is removed 2022/08/16 21:39:01 - mmengine - INFO - The best checkpoint with 0.6959 acc/top1 at 251 epoch is saved to best_acc/top1_epoch_251.pth. 2022/08/16 21:39:35 - mmengine - INFO - Epoch(train) [251][100/3757] lr: 1.3548e-04 eta: 2:00:58 time: 0.3300 data_time: 0.0180 memory: 9201 grad_norm: 8.5188 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3244 loss: 1.3244 2022/08/16 21:40:09 - mmengine - INFO - Epoch(train) [251][200/3757] lr: 1.3548e-04 eta: 2:00:26 time: 0.3324 data_time: 0.0193 memory: 9201 grad_norm: 8.2095 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2653 loss: 1.2653 2022/08/16 21:40:42 - mmengine - INFO - Epoch(train) [251][300/3757] lr: 1.3548e-04 eta: 1:59:54 time: 0.3309 data_time: 0.0179 memory: 9201 grad_norm: 8.4985 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3382 loss: 1.3382 2022/08/16 21:41:15 - mmengine - INFO - Epoch(train) [251][400/3757] lr: 1.3548e-04 eta: 1:59:21 time: 0.3330 data_time: 0.0188 memory: 9201 grad_norm: 8.7012 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1586 loss: 1.1586 2022/08/16 21:41:49 - mmengine - INFO - Epoch(train) [251][500/3757] lr: 1.3548e-04 eta: 1:58:49 time: 0.3358 data_time: 0.0197 memory: 9201 grad_norm: 8.6103 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3034 loss: 1.3034 2022/08/16 21:42:22 - mmengine - INFO - Epoch(train) [251][600/3757] lr: 1.3548e-04 eta: 1:58:17 time: 0.3304 data_time: 0.0185 memory: 9201 grad_norm: 8.6456 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4820 loss: 1.4820 2022/08/16 21:42:56 - mmengine - INFO - Epoch(train) [251][700/3757] lr: 1.3548e-04 eta: 1:57:44 time: 0.3307 data_time: 0.0190 memory: 9201 grad_norm: 8.5459 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3227 loss: 1.3227 2022/08/16 21:43:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 21:43:29 - mmengine - INFO - Epoch(train) [251][800/3757] lr: 1.3548e-04 eta: 1:57:12 time: 0.3335 data_time: 0.0196 memory: 9201 grad_norm: 8.4985 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2538 loss: 1.2538 2022/08/16 21:44:03 - mmengine - INFO - Epoch(train) [251][900/3757] lr: 1.3548e-04 eta: 1:56:40 time: 0.3330 data_time: 0.0182 memory: 9201 grad_norm: 8.5904 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4010 loss: 1.4010 2022/08/16 21:44:36 - mmengine - INFO - Epoch(train) [251][1000/3757] lr: 1.3548e-04 eta: 1:56:07 time: 0.3342 data_time: 0.0178 memory: 9201 grad_norm: 8.6388 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2412 loss: 1.2412 2022/08/16 21:45:10 - mmengine - INFO - Epoch(train) [251][1100/3757] lr: 1.3548e-04 eta: 1:55:35 time: 0.3331 data_time: 0.0187 memory: 9201 grad_norm: 8.3077 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1768 loss: 1.1768 2022/08/16 21:45:43 - mmengine - INFO - Epoch(train) [251][1200/3757] lr: 1.3548e-04 eta: 1:55:03 time: 0.3343 data_time: 0.0177 memory: 9201 grad_norm: 8.4135 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.2187 loss: 1.2187 2022/08/16 21:46:17 - mmengine - INFO - Epoch(train) [251][1300/3757] lr: 1.3548e-04 eta: 1:54:30 time: 0.3322 data_time: 0.0187 memory: 9201 grad_norm: 8.8737 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2649 loss: 1.2649 2022/08/16 21:46:50 - mmengine - INFO - Epoch(train) [251][1400/3757] lr: 1.3548e-04 eta: 1:53:58 time: 0.3295 data_time: 0.0179 memory: 9201 grad_norm: 8.5690 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2627 loss: 1.2627 2022/08/16 21:47:24 - mmengine - INFO - Epoch(train) [251][1500/3757] lr: 1.3548e-04 eta: 1:53:26 time: 0.3308 data_time: 0.0186 memory: 9201 grad_norm: 8.7307 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.0650 loss: 1.0650 2022/08/16 21:47:57 - mmengine - INFO - Epoch(train) [251][1600/3757] lr: 1.3548e-04 eta: 1:52:53 time: 0.3312 data_time: 0.0182 memory: 9201 grad_norm: 8.5637 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5707 loss: 1.5707 2022/08/16 21:48:31 - mmengine - INFO - Epoch(train) [251][1700/3757] lr: 1.3548e-04 eta: 1:52:21 time: 0.3302 data_time: 0.0190 memory: 9201 grad_norm: 8.6603 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1556 loss: 1.1556 2022/08/16 21:48:47 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 21:49:04 - mmengine - INFO - Epoch(train) [251][1800/3757] lr: 1.3548e-04 eta: 1:51:49 time: 0.3300 data_time: 0.0186 memory: 9201 grad_norm: 8.8035 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0822 loss: 1.0822 2022/08/16 21:49:37 - mmengine - INFO - Epoch(train) [251][1900/3757] lr: 1.3548e-04 eta: 1:51:16 time: 0.3303 data_time: 0.0185 memory: 9201 grad_norm: 8.5963 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.1471 loss: 1.1471 2022/08/16 21:50:11 - mmengine - INFO - Epoch(train) [251][2000/3757] lr: 1.3548e-04 eta: 1:50:44 time: 0.3305 data_time: 0.0178 memory: 9201 grad_norm: 8.2831 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.0766 loss: 1.0766 2022/08/16 21:50:44 - mmengine - INFO - Epoch(train) [251][2100/3757] lr: 1.3548e-04 eta: 1:50:12 time: 0.3297 data_time: 0.0183 memory: 9201 grad_norm: 8.4355 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0684 loss: 1.0684 2022/08/16 21:51:18 - mmengine - INFO - Epoch(train) [251][2200/3757] lr: 1.3548e-04 eta: 1:49:39 time: 0.3336 data_time: 0.0197 memory: 9201 grad_norm: 8.6438 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0934 loss: 1.0934 2022/08/16 21:51:51 - mmengine - INFO - Epoch(train) [251][2300/3757] lr: 1.3548e-04 eta: 1:49:07 time: 0.3320 data_time: 0.0182 memory: 9201 grad_norm: 8.8148 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2885 loss: 1.2885 2022/08/16 21:52:24 - mmengine - INFO - Epoch(train) [251][2400/3757] lr: 1.3548e-04 eta: 1:48:35 time: 0.3302 data_time: 0.0187 memory: 9201 grad_norm: 8.4149 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.3036 loss: 1.3036 2022/08/16 21:52:58 - mmengine - INFO - Epoch(train) [251][2500/3757] lr: 1.3548e-04 eta: 1:48:02 time: 0.3333 data_time: 0.0189 memory: 9201 grad_norm: 8.1519 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2366 loss: 1.2366 2022/08/16 21:53:31 - mmengine - INFO - Epoch(train) [251][2600/3757] lr: 1.3548e-04 eta: 1:47:30 time: 0.3319 data_time: 0.0197 memory: 9201 grad_norm: 8.3946 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4346 loss: 1.4346 2022/08/16 21:54:04 - mmengine - INFO - Epoch(train) [251][2700/3757] lr: 1.3548e-04 eta: 1:46:58 time: 0.3297 data_time: 0.0185 memory: 9201 grad_norm: 8.4920 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.3040 loss: 1.3040 2022/08/16 21:54:21 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 21:54:38 - mmengine - INFO - Epoch(train) [251][2800/3757] lr: 1.3548e-04 eta: 1:46:25 time: 0.3280 data_time: 0.0181 memory: 9201 grad_norm: 8.8812 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4617 loss: 1.4617 2022/08/16 21:55:11 - mmengine - INFO - Epoch(train) [251][2900/3757] lr: 1.3548e-04 eta: 1:45:53 time: 0.3308 data_time: 0.0188 memory: 9201 grad_norm: 8.4422 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1308 loss: 1.1308 2022/08/16 21:55:45 - mmengine - INFO - Epoch(train) [251][3000/3757] lr: 1.3548e-04 eta: 1:45:21 time: 0.3319 data_time: 0.0196 memory: 9201 grad_norm: 8.6287 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3195 loss: 1.3195 2022/08/16 21:56:18 - mmengine - INFO - Epoch(train) [251][3100/3757] lr: 1.3548e-04 eta: 1:44:48 time: 0.3334 data_time: 0.0196 memory: 9201 grad_norm: 8.5269 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.2149 loss: 1.2149 2022/08/16 21:56:52 - mmengine - INFO - Epoch(train) [251][3200/3757] lr: 1.3548e-04 eta: 1:44:16 time: 0.3299 data_time: 0.0183 memory: 9201 grad_norm: 8.5579 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4138 loss: 1.4138 2022/08/16 21:57:25 - mmengine - INFO - Epoch(train) [251][3300/3757] lr: 1.3548e-04 eta: 1:43:44 time: 0.3302 data_time: 0.0186 memory: 9201 grad_norm: 8.7108 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3247 loss: 1.3247 2022/08/16 21:57:59 - mmengine - INFO - Epoch(train) [251][3400/3757] lr: 1.3548e-04 eta: 1:43:11 time: 0.3382 data_time: 0.0183 memory: 9201 grad_norm: 8.8130 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2909 loss: 1.2909 2022/08/16 21:58:32 - mmengine - INFO - Epoch(train) [251][3500/3757] lr: 1.3548e-04 eta: 1:42:39 time: 0.3307 data_time: 0.0190 memory: 9201 grad_norm: 8.6553 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.9465 loss: 0.9465 2022/08/16 21:59:05 - mmengine - INFO - Epoch(train) [251][3600/3757] lr: 1.3548e-04 eta: 1:42:07 time: 0.3331 data_time: 0.0173 memory: 9201 grad_norm: 8.4803 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0110 loss: 1.0110 2022/08/16 21:59:39 - mmengine - INFO - Epoch(train) [251][3700/3757] lr: 1.3548e-04 eta: 1:41:34 time: 0.3295 data_time: 0.0187 memory: 9201 grad_norm: 8.3915 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2281 loss: 1.2281 2022/08/16 21:59:55 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 21:59:58 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 21:59:58 - mmengine - INFO - Epoch(train) [251][3757/3757] lr: 1.3548e-04 eta: 1:41:22 time: 0.3138 data_time: 0.0150 memory: 9201 grad_norm: 8.6904 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 1.3022 loss: 1.3022 2022/08/16 22:00:33 - mmengine - INFO - Epoch(train) [252][100/3757] lr: 9.4094e-05 eta: 1:40:44 time: 0.3321 data_time: 0.0177 memory: 9201 grad_norm: 8.9308 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3583 loss: 1.3583 2022/08/16 22:01:07 - mmengine - INFO - Epoch(train) [252][200/3757] lr: 9.4094e-05 eta: 1:40:11 time: 0.3310 data_time: 0.0188 memory: 9201 grad_norm: 8.5825 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.1773 loss: 1.1773 2022/08/16 22:01:40 - mmengine - INFO - Epoch(train) [252][300/3757] lr: 9.4094e-05 eta: 1:39:39 time: 0.3318 data_time: 0.0197 memory: 9201 grad_norm: 8.5974 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3538 loss: 1.3538 2022/08/16 22:02:14 - mmengine - INFO - Epoch(train) [252][400/3757] lr: 9.4094e-05 eta: 1:39:07 time: 0.3286 data_time: 0.0175 memory: 9201 grad_norm: 8.8199 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3435 loss: 1.3435 2022/08/16 22:02:47 - mmengine - INFO - Epoch(train) [252][500/3757] lr: 9.4094e-05 eta: 1:38:34 time: 0.3336 data_time: 0.0182 memory: 9201 grad_norm: 8.6909 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2945 loss: 1.2945 2022/08/16 22:03:21 - mmengine - INFO - Epoch(train) [252][600/3757] lr: 9.4094e-05 eta: 1:38:02 time: 0.3376 data_time: 0.0173 memory: 9201 grad_norm: 8.5155 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3740 loss: 1.3740 2022/08/16 22:03:54 - mmengine - INFO - Epoch(train) [252][700/3757] lr: 9.4094e-05 eta: 1:37:30 time: 0.3303 data_time: 0.0172 memory: 9201 grad_norm: 8.4767 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.1647 loss: 1.1647 2022/08/16 22:04:28 - mmengine - INFO - Epoch(train) [252][800/3757] lr: 9.4094e-05 eta: 1:36:57 time: 0.3304 data_time: 0.0187 memory: 9201 grad_norm: 8.5721 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3267 loss: 1.3267 2022/08/16 22:05:02 - mmengine - INFO - Epoch(train) [252][900/3757] lr: 9.4094e-05 eta: 1:36:25 time: 0.3313 data_time: 0.0193 memory: 9201 grad_norm: 8.7175 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.2643 loss: 1.2643 2022/08/16 22:05:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 22:05:35 - mmengine - INFO - Epoch(train) [252][1000/3757] lr: 9.4094e-05 eta: 1:35:53 time: 0.3308 data_time: 0.0183 memory: 9201 grad_norm: 8.8345 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0752 loss: 1.0752 2022/08/16 22:06:09 - mmengine - INFO - Epoch(train) [252][1100/3757] lr: 9.4094e-05 eta: 1:35:20 time: 0.3325 data_time: 0.0186 memory: 9201 grad_norm: 8.4598 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3358 loss: 1.3358 2022/08/16 22:06:42 - mmengine - INFO - Epoch(train) [252][1200/3757] lr: 9.4094e-05 eta: 1:34:48 time: 0.3338 data_time: 0.0195 memory: 9201 grad_norm: 8.7857 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1616 loss: 1.1616 2022/08/16 22:07:16 - mmengine - INFO - Epoch(train) [252][1300/3757] lr: 9.4094e-05 eta: 1:34:16 time: 0.3306 data_time: 0.0198 memory: 9201 grad_norm: 8.7811 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2467 loss: 1.2467 2022/08/16 22:07:49 - mmengine - INFO - Epoch(train) [252][1400/3757] lr: 9.4094e-05 eta: 1:33:43 time: 0.3310 data_time: 0.0184 memory: 9201 grad_norm: 8.3715 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.1802 loss: 1.1802 2022/08/16 22:08:23 - mmengine - INFO - Epoch(train) [252][1500/3757] lr: 9.4094e-05 eta: 1:33:11 time: 0.3342 data_time: 0.0193 memory: 9201 grad_norm: 8.5932 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1373 loss: 1.1373 2022/08/16 22:08:56 - mmengine - INFO - Epoch(train) [252][1600/3757] lr: 9.4094e-05 eta: 1:32:39 time: 0.3310 data_time: 0.0199 memory: 9201 grad_norm: 8.7407 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3450 loss: 1.3450 2022/08/16 22:09:30 - mmengine - INFO - Epoch(train) [252][1700/3757] lr: 9.4094e-05 eta: 1:32:06 time: 0.3300 data_time: 0.0174 memory: 9201 grad_norm: 8.1050 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2179 loss: 1.2179 2022/08/16 22:10:03 - mmengine - INFO - Epoch(train) [252][1800/3757] lr: 9.4094e-05 eta: 1:31:34 time: 0.3317 data_time: 0.0176 memory: 9201 grad_norm: 8.4592 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2237 loss: 1.2237 2022/08/16 22:10:37 - mmengine - INFO - Epoch(train) [252][1900/3757] lr: 9.4094e-05 eta: 1:31:02 time: 0.3322 data_time: 0.0177 memory: 9201 grad_norm: 8.7365 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.1575 loss: 1.1575 2022/08/16 22:11:08 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 22:11:10 - mmengine - INFO - Epoch(train) [252][2000/3757] lr: 9.4094e-05 eta: 1:30:29 time: 0.3315 data_time: 0.0179 memory: 9201 grad_norm: 8.4615 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4160 loss: 1.4160 2022/08/16 22:11:43 - mmengine - INFO - Epoch(train) [252][2100/3757] lr: 9.4094e-05 eta: 1:29:57 time: 0.3302 data_time: 0.0187 memory: 9201 grad_norm: 8.4690 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3052 loss: 1.3052 2022/08/16 22:12:17 - mmengine - INFO - Epoch(train) [252][2200/3757] lr: 9.4094e-05 eta: 1:29:25 time: 0.3302 data_time: 0.0182 memory: 9201 grad_norm: 8.7534 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2279 loss: 1.2279 2022/08/16 22:12:50 - mmengine - INFO - Epoch(train) [252][2300/3757] lr: 9.4094e-05 eta: 1:28:52 time: 0.3365 data_time: 0.0194 memory: 9201 grad_norm: 8.4879 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2443 loss: 1.2443 2022/08/16 22:13:24 - mmengine - INFO - Epoch(train) [252][2400/3757] lr: 9.4094e-05 eta: 1:28:20 time: 0.3311 data_time: 0.0181 memory: 9201 grad_norm: 8.6944 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4339 loss: 1.4339 2022/08/16 22:13:57 - mmengine - INFO - Epoch(train) [252][2500/3757] lr: 9.4094e-05 eta: 1:27:48 time: 0.3319 data_time: 0.0186 memory: 9201 grad_norm: 9.1773 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5395 loss: 1.5395 2022/08/16 22:14:31 - mmengine - INFO - Epoch(train) [252][2600/3757] lr: 9.4094e-05 eta: 1:27:15 time: 0.3330 data_time: 0.0195 memory: 9201 grad_norm: 8.2149 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1533 loss: 1.1533 2022/08/16 22:15:04 - mmengine - INFO - Epoch(train) [252][2700/3757] lr: 9.4094e-05 eta: 1:26:43 time: 0.3316 data_time: 0.0180 memory: 9201 grad_norm: 8.5355 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3548 loss: 1.3548 2022/08/16 22:15:38 - mmengine - INFO - Epoch(train) [252][2800/3757] lr: 9.4094e-05 eta: 1:26:11 time: 0.3330 data_time: 0.0195 memory: 9201 grad_norm: 8.6890 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4915 loss: 1.4915 2022/08/16 22:16:12 - mmengine - INFO - Epoch(train) [252][2900/3757] lr: 9.4094e-05 eta: 1:25:38 time: 0.3293 data_time: 0.0174 memory: 9201 grad_norm: 8.9259 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3810 loss: 1.3810 2022/08/16 22:16:43 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 22:16:45 - mmengine - INFO - Epoch(train) [252][3000/3757] lr: 9.4094e-05 eta: 1:25:06 time: 0.3312 data_time: 0.0186 memory: 9201 grad_norm: 8.4450 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1076 loss: 1.1076 2022/08/16 22:17:18 - mmengine - INFO - Epoch(train) [252][3100/3757] lr: 9.4094e-05 eta: 1:24:34 time: 0.3300 data_time: 0.0194 memory: 9201 grad_norm: 8.7986 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1307 loss: 1.1307 2022/08/16 22:17:52 - mmengine - INFO - Epoch(train) [252][3200/3757] lr: 9.4094e-05 eta: 1:24:01 time: 0.3341 data_time: 0.0184 memory: 9201 grad_norm: 8.5516 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.0129 loss: 1.0129 2022/08/16 22:18:25 - mmengine - INFO - Epoch(train) [252][3300/3757] lr: 9.4094e-05 eta: 1:23:29 time: 0.3296 data_time: 0.0181 memory: 9201 grad_norm: 8.7712 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.3661 loss: 1.3661 2022/08/16 22:18:59 - mmengine - INFO - Epoch(train) [252][3400/3757] lr: 9.4094e-05 eta: 1:22:57 time: 0.3329 data_time: 0.0187 memory: 9201 grad_norm: 8.5815 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4683 loss: 1.4683 2022/08/16 22:19:32 - mmengine - INFO - Epoch(train) [252][3500/3757] lr: 9.4094e-05 eta: 1:22:24 time: 0.3319 data_time: 0.0177 memory: 9201 grad_norm: 8.6023 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.1348 loss: 1.1348 2022/08/16 22:20:06 - mmengine - INFO - Epoch(train) [252][3600/3757] lr: 9.4094e-05 eta: 1:21:52 time: 0.3320 data_time: 0.0185 memory: 9201 grad_norm: 8.8587 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1582 loss: 1.1582 2022/08/16 22:20:40 - mmengine - INFO - Epoch(train) [252][3700/3757] lr: 9.4094e-05 eta: 1:21:20 time: 0.3420 data_time: 0.0196 memory: 9201 grad_norm: 8.9438 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1926 loss: 1.1926 2022/08/16 22:20:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 22:20:59 - mmengine - INFO - Epoch(train) [252][3757/3757] lr: 9.4094e-05 eta: 1:21:07 time: 0.3197 data_time: 0.0163 memory: 9201 grad_norm: 8.5223 top1_acc: 0.2857 top5_acc: 0.7143 loss_cls: 1.2273 loss: 1.2273 2022/08/16 22:20:59 - mmengine - INFO - Saving checkpoint at 252 epochs 2022/08/16 22:21:38 - mmengine - INFO - Epoch(train) [253][100/3757] lr: 6.0227e-05 eta: 1:20:29 time: 0.3313 data_time: 0.0196 memory: 9201 grad_norm: 8.6448 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.1353 loss: 1.1353 2022/08/16 22:22:11 - mmengine - INFO - Epoch(train) [253][200/3757] lr: 6.0227e-05 eta: 1:19:56 time: 0.3320 data_time: 0.0170 memory: 9201 grad_norm: 8.6745 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4727 loss: 1.4727 2022/08/16 22:22:23 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 22:22:45 - mmengine - INFO - Epoch(train) [253][300/3757] lr: 6.0227e-05 eta: 1:19:24 time: 0.3296 data_time: 0.0194 memory: 9201 grad_norm: 8.3960 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2650 loss: 1.2650 2022/08/16 22:23:18 - mmengine - INFO - Epoch(train) [253][400/3757] lr: 6.0227e-05 eta: 1:18:52 time: 0.3323 data_time: 0.0185 memory: 9201 grad_norm: 8.4956 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3361 loss: 1.3361 2022/08/16 22:23:51 - mmengine - INFO - Epoch(train) [253][500/3757] lr: 6.0227e-05 eta: 1:18:19 time: 0.3302 data_time: 0.0173 memory: 9201 grad_norm: 8.4171 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2447 loss: 1.2447 2022/08/16 22:24:25 - mmengine - INFO - Epoch(train) [253][600/3757] lr: 6.0227e-05 eta: 1:17:47 time: 0.3282 data_time: 0.0180 memory: 9201 grad_norm: 8.4281 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.1673 loss: 1.1673 2022/08/16 22:24:58 - mmengine - INFO - Epoch(train) [253][700/3757] lr: 6.0227e-05 eta: 1:17:15 time: 0.3306 data_time: 0.0185 memory: 9201 grad_norm: 8.5401 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.1254 loss: 1.1254 2022/08/16 22:25:32 - mmengine - INFO - Epoch(train) [253][800/3757] lr: 6.0227e-05 eta: 1:16:42 time: 0.3301 data_time: 0.0195 memory: 9201 grad_norm: 8.6146 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3304 loss: 1.3304 2022/08/16 22:26:05 - mmengine - INFO - Epoch(train) [253][900/3757] lr: 6.0227e-05 eta: 1:16:10 time: 0.3305 data_time: 0.0173 memory: 9201 grad_norm: 8.7057 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1785 loss: 1.1785 2022/08/16 22:26:38 - mmengine - INFO - Epoch(train) [253][1000/3757] lr: 6.0227e-05 eta: 1:15:38 time: 0.3297 data_time: 0.0183 memory: 9201 grad_norm: 8.9399 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4486 loss: 1.4486 2022/08/16 22:27:12 - mmengine - INFO - Epoch(train) [253][1100/3757] lr: 6.0227e-05 eta: 1:15:05 time: 0.3305 data_time: 0.0190 memory: 9201 grad_norm: 8.7360 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3596 loss: 1.3596 2022/08/16 22:27:45 - mmengine - INFO - Epoch(train) [253][1200/3757] lr: 6.0227e-05 eta: 1:14:33 time: 0.3310 data_time: 0.0181 memory: 9201 grad_norm: 8.9039 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2759 loss: 1.2759 2022/08/16 22:27:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 22:28:19 - mmengine - INFO - Epoch(train) [253][1300/3757] lr: 6.0227e-05 eta: 1:14:01 time: 0.3315 data_time: 0.0182 memory: 9201 grad_norm: 8.1334 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3723 loss: 1.3723 2022/08/16 22:28:52 - mmengine - INFO - Epoch(train) [253][1400/3757] lr: 6.0227e-05 eta: 1:13:28 time: 0.3303 data_time: 0.0185 memory: 9201 grad_norm: 8.7177 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5055 loss: 1.5055 2022/08/16 22:29:26 - mmengine - INFO - Epoch(train) [253][1500/3757] lr: 6.0227e-05 eta: 1:12:56 time: 0.3315 data_time: 0.0179 memory: 9201 grad_norm: 8.7788 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0106 loss: 1.0106 2022/08/16 22:29:59 - mmengine - INFO - Epoch(train) [253][1600/3757] lr: 6.0227e-05 eta: 1:12:24 time: 0.3342 data_time: 0.0199 memory: 9201 grad_norm: 8.6261 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0353 loss: 1.0353 2022/08/16 22:30:32 - mmengine - INFO - Epoch(train) [253][1700/3757] lr: 6.0227e-05 eta: 1:11:51 time: 0.3303 data_time: 0.0194 memory: 9201 grad_norm: 8.8509 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.3891 loss: 1.3891 2022/08/16 22:31:06 - mmengine - INFO - Epoch(train) [253][1800/3757] lr: 6.0227e-05 eta: 1:11:19 time: 0.3300 data_time: 0.0188 memory: 9201 grad_norm: 8.8508 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3185 loss: 1.3185 2022/08/16 22:31:40 - mmengine - INFO - Epoch(train) [253][1900/3757] lr: 6.0227e-05 eta: 1:10:47 time: 0.3308 data_time: 0.0178 memory: 9201 grad_norm: 8.6935 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0194 loss: 1.0194 2022/08/16 22:32:13 - mmengine - INFO - Epoch(train) [253][2000/3757] lr: 6.0227e-05 eta: 1:10:14 time: 0.3308 data_time: 0.0197 memory: 9201 grad_norm: 8.8893 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1364 loss: 1.1364 2022/08/16 22:32:46 - mmengine - INFO - Epoch(train) [253][2100/3757] lr: 6.0227e-05 eta: 1:09:42 time: 0.3297 data_time: 0.0184 memory: 9201 grad_norm: 8.8477 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.3438 loss: 1.3438 2022/08/16 22:33:20 - mmengine - INFO - Epoch(train) [253][2200/3757] lr: 6.0227e-05 eta: 1:09:10 time: 0.3301 data_time: 0.0177 memory: 9201 grad_norm: 8.5722 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2863 loss: 1.2863 2022/08/16 22:33:32 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 22:33:53 - mmengine - INFO - Epoch(train) [253][2300/3757] lr: 6.0227e-05 eta: 1:08:37 time: 0.3333 data_time: 0.0191 memory: 9201 grad_norm: 9.1243 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5112 loss: 1.5112 2022/08/16 22:34:27 - mmengine - INFO - Epoch(train) [253][2400/3757] lr: 6.0227e-05 eta: 1:08:05 time: 0.3342 data_time: 0.0202 memory: 9201 grad_norm: 9.0650 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2163 loss: 1.2163 2022/08/16 22:35:00 - mmengine - INFO - Epoch(train) [253][2500/3757] lr: 6.0227e-05 eta: 1:07:33 time: 0.3331 data_time: 0.0196 memory: 9201 grad_norm: 8.3305 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3247 loss: 1.3247 2022/08/16 22:35:34 - mmengine - INFO - Epoch(train) [253][2600/3757] lr: 6.0227e-05 eta: 1:07:00 time: 0.3297 data_time: 0.0178 memory: 9201 grad_norm: 8.5486 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.1640 loss: 1.1640 2022/08/16 22:36:08 - mmengine - INFO - Epoch(train) [253][2700/3757] lr: 6.0227e-05 eta: 1:06:28 time: 0.3308 data_time: 0.0184 memory: 9201 grad_norm: 8.6306 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4304 loss: 1.4304 2022/08/16 22:36:41 - mmengine - INFO - Epoch(train) [253][2800/3757] lr: 6.0227e-05 eta: 1:05:56 time: 0.3395 data_time: 0.0201 memory: 9201 grad_norm: 8.7975 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.2022 loss: 1.2022 2022/08/16 22:37:15 - mmengine - INFO - Epoch(train) [253][2900/3757] lr: 6.0227e-05 eta: 1:05:23 time: 0.3320 data_time: 0.0191 memory: 9201 grad_norm: 8.9103 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6190 loss: 1.6190 2022/08/16 22:37:50 - mmengine - INFO - Epoch(train) [253][3000/3757] lr: 6.0227e-05 eta: 1:04:51 time: 0.3410 data_time: 0.0186 memory: 9201 grad_norm: 8.6209 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2067 loss: 1.2067 2022/08/16 22:38:24 - mmengine - INFO - Epoch(train) [253][3100/3757] lr: 6.0227e-05 eta: 1:04:19 time: 0.3339 data_time: 0.0183 memory: 9201 grad_norm: 8.6988 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3961 loss: 1.3961 2022/08/16 22:38:57 - mmengine - INFO - Epoch(train) [253][3200/3757] lr: 6.0227e-05 eta: 1:03:46 time: 0.3308 data_time: 0.0188 memory: 9201 grad_norm: 8.6542 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2366 loss: 1.2366 2022/08/16 22:39:09 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 22:39:31 - mmengine - INFO - Epoch(train) [253][3300/3757] lr: 6.0227e-05 eta: 1:03:14 time: 0.3322 data_time: 0.0191 memory: 9201 grad_norm: 8.4097 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0701 loss: 1.0701 2022/08/16 22:40:04 - mmengine - INFO - Epoch(train) [253][3400/3757] lr: 6.0227e-05 eta: 1:02:42 time: 0.3378 data_time: 0.0194 memory: 9201 grad_norm: 8.5883 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2337 loss: 1.2337 2022/08/16 22:40:38 - mmengine - INFO - Epoch(train) [253][3500/3757] lr: 6.0227e-05 eta: 1:02:09 time: 0.3315 data_time: 0.0183 memory: 9201 grad_norm: 8.7772 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3116 loss: 1.3116 2022/08/16 22:41:11 - mmengine - INFO - Epoch(train) [253][3600/3757] lr: 6.0227e-05 eta: 1:01:37 time: 0.3310 data_time: 0.0197 memory: 9201 grad_norm: 8.7819 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.8800 loss: 0.8800 2022/08/16 22:41:45 - mmengine - INFO - Epoch(train) [253][3700/3757] lr: 6.0227e-05 eta: 1:01:05 time: 0.3328 data_time: 0.0182 memory: 9201 grad_norm: 8.6358 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2530 loss: 1.2530 2022/08/16 22:42:04 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 22:42:04 - mmengine - INFO - Epoch(train) [253][3757/3757] lr: 6.0227e-05 eta: 1:00:52 time: 0.3131 data_time: 0.0154 memory: 9201 grad_norm: 8.5497 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 1.4615 loss: 1.4615 2022/08/16 22:42:39 - mmengine - INFO - Epoch(train) [254][100/3757] lr: 3.3881e-05 eta: 1:00:14 time: 0.3315 data_time: 0.0180 memory: 9201 grad_norm: 8.6016 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2470 loss: 1.2470 2022/08/16 22:43:12 - mmengine - INFO - Epoch(train) [254][200/3757] lr: 3.3881e-05 eta: 0:59:41 time: 0.3318 data_time: 0.0195 memory: 9201 grad_norm: 9.0994 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3489 loss: 1.3489 2022/08/16 22:43:46 - mmengine - INFO - Epoch(train) [254][300/3757] lr: 3.3881e-05 eta: 0:59:09 time: 0.3306 data_time: 0.0188 memory: 9201 grad_norm: 8.9157 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3268 loss: 1.3268 2022/08/16 22:44:19 - mmengine - INFO - Epoch(train) [254][400/3757] lr: 3.3881e-05 eta: 0:58:37 time: 0.3305 data_time: 0.0176 memory: 9201 grad_norm: 8.6263 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2253 loss: 1.2253 2022/08/16 22:44:46 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 22:44:53 - mmengine - INFO - Epoch(train) [254][500/3757] lr: 3.3881e-05 eta: 0:58:04 time: 0.3326 data_time: 0.0196 memory: 9201 grad_norm: 8.6312 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3262 loss: 1.3262 2022/08/16 22:45:26 - mmengine - INFO - Epoch(train) [254][600/3757] lr: 3.3881e-05 eta: 0:57:32 time: 0.3329 data_time: 0.0189 memory: 9201 grad_norm: 8.5906 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1212 loss: 1.1212 2022/08/16 22:46:00 - mmengine - INFO - Epoch(train) [254][700/3757] lr: 3.3881e-05 eta: 0:57:00 time: 0.3321 data_time: 0.0189 memory: 9201 grad_norm: 8.6196 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4161 loss: 1.4161 2022/08/16 22:46:33 - mmengine - INFO - Epoch(train) [254][800/3757] lr: 3.3881e-05 eta: 0:56:27 time: 0.3308 data_time: 0.0195 memory: 9201 grad_norm: 8.6465 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.2100 loss: 1.2100 2022/08/16 22:47:07 - mmengine - INFO - Epoch(train) [254][900/3757] lr: 3.3881e-05 eta: 0:55:55 time: 0.3278 data_time: 0.0180 memory: 9201 grad_norm: 8.7013 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1640 loss: 1.1640 2022/08/16 22:47:40 - mmengine - INFO - Epoch(train) [254][1000/3757] lr: 3.3881e-05 eta: 0:55:23 time: 0.3311 data_time: 0.0182 memory: 9201 grad_norm: 8.3296 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2848 loss: 1.2848 2022/08/16 22:48:14 - mmengine - INFO - Epoch(train) [254][1100/3757] lr: 3.3881e-05 eta: 0:54:50 time: 0.3343 data_time: 0.0195 memory: 9201 grad_norm: 8.4565 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3072 loss: 1.3072 2022/08/16 22:48:48 - mmengine - INFO - Epoch(train) [254][1200/3757] lr: 3.3881e-05 eta: 0:54:18 time: 0.3323 data_time: 0.0192 memory: 9201 grad_norm: 8.7458 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1206 loss: 1.1206 2022/08/16 22:49:21 - mmengine - INFO - Epoch(train) [254][1300/3757] lr: 3.3881e-05 eta: 0:53:46 time: 0.3325 data_time: 0.0197 memory: 9201 grad_norm: 8.8215 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2947 loss: 1.2947 2022/08/16 22:49:55 - mmengine - INFO - Epoch(train) [254][1400/3757] lr: 3.3881e-05 eta: 0:53:13 time: 0.3327 data_time: 0.0183 memory: 9201 grad_norm: 8.7376 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2669 loss: 1.2669 2022/08/16 22:50:21 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 22:50:28 - mmengine - INFO - Epoch(train) [254][1500/3757] lr: 3.3881e-05 eta: 0:52:41 time: 0.3307 data_time: 0.0175 memory: 9201 grad_norm: 8.5498 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3577 loss: 1.3577 2022/08/16 22:51:02 - mmengine - INFO - Epoch(train) [254][1600/3757] lr: 3.3881e-05 eta: 0:52:09 time: 0.3326 data_time: 0.0190 memory: 9201 grad_norm: 8.7432 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3101 loss: 1.3101 2022/08/16 22:51:35 - mmengine - INFO - Epoch(train) [254][1700/3757] lr: 3.3881e-05 eta: 0:51:36 time: 0.3303 data_time: 0.0182 memory: 9201 grad_norm: 8.7166 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0869 loss: 1.0869 2022/08/16 22:52:09 - mmengine - INFO - Epoch(train) [254][1800/3757] lr: 3.3881e-05 eta: 0:51:04 time: 0.3319 data_time: 0.0181 memory: 9201 grad_norm: 8.4940 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3154 loss: 1.3154 2022/08/16 22:52:42 - mmengine - INFO - Epoch(train) [254][1900/3757] lr: 3.3881e-05 eta: 0:50:32 time: 0.3338 data_time: 0.0196 memory: 9201 grad_norm: 9.0775 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4807 loss: 1.4807 2022/08/16 22:53:15 - mmengine - INFO - Epoch(train) [254][2000/3757] lr: 3.3881e-05 eta: 0:49:59 time: 0.3299 data_time: 0.0188 memory: 9201 grad_norm: 9.0514 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3706 loss: 1.3706 2022/08/16 22:53:49 - mmengine - INFO - Epoch(train) [254][2100/3757] lr: 3.3881e-05 eta: 0:49:27 time: 0.3298 data_time: 0.0176 memory: 9201 grad_norm: 8.9236 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.5102 loss: 1.5102 2022/08/16 22:54:23 - mmengine - INFO - Epoch(train) [254][2200/3757] lr: 3.3881e-05 eta: 0:48:54 time: 0.3342 data_time: 0.0192 memory: 9201 grad_norm: 9.0252 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5128 loss: 1.5128 2022/08/16 22:54:56 - mmengine - INFO - Epoch(train) [254][2300/3757] lr: 3.3881e-05 eta: 0:48:22 time: 0.3308 data_time: 0.0184 memory: 9201 grad_norm: 8.6983 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3515 loss: 1.3515 2022/08/16 22:55:30 - mmengine - INFO - Epoch(train) [254][2400/3757] lr: 3.3881e-05 eta: 0:47:50 time: 0.3291 data_time: 0.0173 memory: 9201 grad_norm: 8.5780 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3079 loss: 1.3079 2022/08/16 22:55:56 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 22:56:03 - mmengine - INFO - Epoch(train) [254][2500/3757] lr: 3.3881e-05 eta: 0:47:17 time: 0.3351 data_time: 0.0190 memory: 9201 grad_norm: 8.6295 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.1914 loss: 1.1914 2022/08/16 22:56:37 - mmengine - INFO - Epoch(train) [254][2600/3757] lr: 3.3881e-05 eta: 0:46:45 time: 0.3305 data_time: 0.0190 memory: 9201 grad_norm: 8.4836 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2450 loss: 1.2450 2022/08/16 22:57:10 - mmengine - INFO - Epoch(train) [254][2700/3757] lr: 3.3881e-05 eta: 0:46:13 time: 0.3300 data_time: 0.0180 memory: 9201 grad_norm: 8.4506 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2017 loss: 1.2017 2022/08/16 22:57:44 - mmengine - INFO - Epoch(train) [254][2800/3757] lr: 3.3881e-05 eta: 0:45:40 time: 0.3357 data_time: 0.0184 memory: 9201 grad_norm: 8.6995 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0788 loss: 1.0788 2022/08/16 22:58:17 - mmengine - INFO - Epoch(train) [254][2900/3757] lr: 3.3881e-05 eta: 0:45:08 time: 0.3299 data_time: 0.0174 memory: 9201 grad_norm: 8.6168 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3108 loss: 1.3108 2022/08/16 22:58:51 - mmengine - INFO - Epoch(train) [254][3000/3757] lr: 3.3881e-05 eta: 0:44:36 time: 0.3284 data_time: 0.0189 memory: 9201 grad_norm: 8.5951 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2192 loss: 1.2192 2022/08/16 22:59:24 - mmengine - INFO - Epoch(train) [254][3100/3757] lr: 3.3881e-05 eta: 0:44:03 time: 0.3305 data_time: 0.0185 memory: 9201 grad_norm: 8.9085 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3743 loss: 1.3743 2022/08/16 22:59:58 - mmengine - INFO - Epoch(train) [254][3200/3757] lr: 3.3881e-05 eta: 0:43:31 time: 0.3311 data_time: 0.0183 memory: 9201 grad_norm: 8.4398 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3871 loss: 1.3871 2022/08/16 23:00:31 - mmengine - INFO - Epoch(train) [254][3300/3757] lr: 3.3881e-05 eta: 0:42:59 time: 0.3308 data_time: 0.0173 memory: 9201 grad_norm: 8.6263 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6814 loss: 1.6814 2022/08/16 23:01:04 - mmengine - INFO - Epoch(train) [254][3400/3757] lr: 3.3881e-05 eta: 0:42:26 time: 0.3308 data_time: 0.0182 memory: 9201 grad_norm: 8.5925 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4282 loss: 1.4282 2022/08/16 23:01:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 23:01:38 - mmengine - INFO - Epoch(train) [254][3500/3757] lr: 3.3881e-05 eta: 0:41:54 time: 0.3302 data_time: 0.0180 memory: 9201 grad_norm: 8.6407 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4308 loss: 1.4308 2022/08/16 23:02:11 - mmengine - INFO - Epoch(train) [254][3600/3757] lr: 3.3881e-05 eta: 0:41:22 time: 0.3338 data_time: 0.0176 memory: 9201 grad_norm: 8.7220 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1935 loss: 1.1935 2022/08/16 23:02:45 - mmengine - INFO - Epoch(train) [254][3700/3757] lr: 3.3881e-05 eta: 0:40:49 time: 0.3370 data_time: 0.0195 memory: 9201 grad_norm: 8.9172 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2182 loss: 1.2182 2022/08/16 23:03:04 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 23:03:04 - mmengine - INFO - Epoch(train) [254][3757/3757] lr: 3.3881e-05 eta: 0:40:36 time: 0.3191 data_time: 0.0154 memory: 9201 grad_norm: 8.7814 top1_acc: 0.5714 top5_acc: 1.0000 loss_cls: 1.3591 loss: 1.3591 2022/08/16 23:03:40 - mmengine - INFO - Epoch(train) [255][100/3757] lr: 1.5059e-05 eta: 0:39:58 time: 0.3333 data_time: 0.0186 memory: 9201 grad_norm: 8.7216 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3839 loss: 1.3839 2022/08/16 23:04:14 - mmengine - INFO - Epoch(train) [255][200/3757] lr: 1.5059e-05 eta: 0:39:26 time: 0.3338 data_time: 0.0189 memory: 9201 grad_norm: 8.6706 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2724 loss: 1.2724 2022/08/16 23:04:47 - mmengine - INFO - Epoch(train) [255][300/3757] lr: 1.5059e-05 eta: 0:38:54 time: 0.3411 data_time: 0.0186 memory: 9201 grad_norm: 8.8770 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2578 loss: 1.2578 2022/08/16 23:05:21 - mmengine - INFO - Epoch(train) [255][400/3757] lr: 1.5059e-05 eta: 0:38:21 time: 0.3338 data_time: 0.0181 memory: 9201 grad_norm: 9.0239 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4033 loss: 1.4033 2022/08/16 23:05:54 - mmengine - INFO - Epoch(train) [255][500/3757] lr: 1.5059e-05 eta: 0:37:49 time: 0.3299 data_time: 0.0188 memory: 9201 grad_norm: 8.5922 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3221 loss: 1.3221 2022/08/16 23:06:28 - mmengine - INFO - Epoch(train) [255][600/3757] lr: 1.5059e-05 eta: 0:37:17 time: 0.3320 data_time: 0.0180 memory: 9201 grad_norm: 8.9303 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3753 loss: 1.3753 2022/08/16 23:07:01 - mmengine - INFO - Epoch(train) [255][700/3757] lr: 1.5059e-05 eta: 0:36:44 time: 0.3326 data_time: 0.0180 memory: 9201 grad_norm: 8.6470 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2919 loss: 1.2919 2022/08/16 23:07:09 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 23:07:35 - mmengine - INFO - Epoch(train) [255][800/3757] lr: 1.5059e-05 eta: 0:36:12 time: 0.3321 data_time: 0.0188 memory: 9201 grad_norm: 8.6049 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2165 loss: 1.2165 2022/08/16 23:08:09 - mmengine - INFO - Epoch(train) [255][900/3757] lr: 1.5059e-05 eta: 0:35:40 time: 0.3310 data_time: 0.0181 memory: 9201 grad_norm: 8.5057 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3249 loss: 1.3249 2022/08/16 23:08:42 - mmengine - INFO - Epoch(train) [255][1000/3757] lr: 1.5059e-05 eta: 0:35:07 time: 0.3368 data_time: 0.0180 memory: 9201 grad_norm: 8.7321 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3377 loss: 1.3377 2022/08/16 23:09:16 - mmengine - INFO - Epoch(train) [255][1100/3757] lr: 1.5059e-05 eta: 0:34:35 time: 0.3342 data_time: 0.0181 memory: 9201 grad_norm: 8.4543 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4130 loss: 1.4130 2022/08/16 23:09:49 - mmengine - INFO - Epoch(train) [255][1200/3757] lr: 1.5059e-05 eta: 0:34:03 time: 0.3297 data_time: 0.0181 memory: 9201 grad_norm: 8.8849 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3506 loss: 1.3506 2022/08/16 23:10:23 - mmengine - INFO - Epoch(train) [255][1300/3757] lr: 1.5059e-05 eta: 0:33:30 time: 0.3477 data_time: 0.0181 memory: 9201 grad_norm: 8.5441 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0616 loss: 1.0616 2022/08/16 23:10:56 - mmengine - INFO - Epoch(train) [255][1400/3757] lr: 1.5059e-05 eta: 0:32:58 time: 0.3311 data_time: 0.0181 memory: 9201 grad_norm: 8.6560 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4078 loss: 1.4078 2022/08/16 23:11:30 - mmengine - INFO - Epoch(train) [255][1500/3757] lr: 1.5059e-05 eta: 0:32:26 time: 0.3302 data_time: 0.0179 memory: 9201 grad_norm: 8.8081 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4247 loss: 1.4247 2022/08/16 23:12:04 - mmengine - INFO - Epoch(train) [255][1600/3757] lr: 1.5059e-05 eta: 0:31:53 time: 0.3330 data_time: 0.0178 memory: 9201 grad_norm: 8.8521 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5579 loss: 1.5579 2022/08/16 23:12:37 - mmengine - INFO - Epoch(train) [255][1700/3757] lr: 1.5059e-05 eta: 0:31:21 time: 0.3339 data_time: 0.0191 memory: 9201 grad_norm: 8.6092 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5054 loss: 1.5054 2022/08/16 23:12:45 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 23:13:11 - mmengine - INFO - Epoch(train) [255][1800/3757] lr: 1.5059e-05 eta: 0:30:48 time: 0.3328 data_time: 0.0168 memory: 9201 grad_norm: 8.7736 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3341 loss: 1.3341 2022/08/16 23:13:44 - mmengine - INFO - Epoch(train) [255][1900/3757] lr: 1.5059e-05 eta: 0:30:16 time: 0.3367 data_time: 0.0182 memory: 9201 grad_norm: 8.4872 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2569 loss: 1.2569 2022/08/16 23:14:18 - mmengine - INFO - Epoch(train) [255][2000/3757] lr: 1.5059e-05 eta: 0:29:44 time: 0.3319 data_time: 0.0183 memory: 9201 grad_norm: 8.1249 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2444 loss: 1.2444 2022/08/16 23:14:51 - mmengine - INFO - Epoch(train) [255][2100/3757] lr: 1.5059e-05 eta: 0:29:11 time: 0.3322 data_time: 0.0190 memory: 9201 grad_norm: 8.9050 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1426 loss: 1.1426 2022/08/16 23:15:25 - mmengine - INFO - Epoch(train) [255][2200/3757] lr: 1.5059e-05 eta: 0:28:39 time: 0.3322 data_time: 0.0174 memory: 9201 grad_norm: 8.5175 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2746 loss: 1.2746 2022/08/16 23:15:58 - mmengine - INFO - Epoch(train) [255][2300/3757] lr: 1.5059e-05 eta: 0:28:07 time: 0.3311 data_time: 0.0181 memory: 9201 grad_norm: 8.7740 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5107 loss: 1.5107 2022/08/16 23:16:32 - mmengine - INFO - Epoch(train) [255][2400/3757] lr: 1.5059e-05 eta: 0:27:34 time: 0.3303 data_time: 0.0180 memory: 9201 grad_norm: 8.6855 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2052 loss: 1.2052 2022/08/16 23:17:05 - mmengine - INFO - Epoch(train) [255][2500/3757] lr: 1.5059e-05 eta: 0:27:02 time: 0.3412 data_time: 0.0188 memory: 9201 grad_norm: 8.2420 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0862 loss: 1.0862 2022/08/16 23:17:39 - mmengine - INFO - Epoch(train) [255][2600/3757] lr: 1.5059e-05 eta: 0:26:30 time: 0.3305 data_time: 0.0187 memory: 9201 grad_norm: 8.7927 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5200 loss: 1.5200 2022/08/16 23:18:12 - mmengine - INFO - Epoch(train) [255][2700/3757] lr: 1.5059e-05 eta: 0:25:57 time: 0.3311 data_time: 0.0196 memory: 9201 grad_norm: 8.8763 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.2743 loss: 1.2743 2022/08/16 23:18:20 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 23:18:46 - mmengine - INFO - Epoch(train) [255][2800/3757] lr: 1.5059e-05 eta: 0:25:25 time: 0.3389 data_time: 0.0176 memory: 9201 grad_norm: 8.3552 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3347 loss: 1.3347 2022/08/16 23:19:20 - mmengine - INFO - Epoch(train) [255][2900/3757] lr: 1.5059e-05 eta: 0:24:53 time: 0.3346 data_time: 0.0207 memory: 9201 grad_norm: 8.7672 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2114 loss: 1.2114 2022/08/16 23:19:53 - mmengine - INFO - Epoch(train) [255][3000/3757] lr: 1.5059e-05 eta: 0:24:20 time: 0.3304 data_time: 0.0179 memory: 9201 grad_norm: 8.5262 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1909 loss: 1.1909 2022/08/16 23:20:27 - mmengine - INFO - Epoch(train) [255][3100/3757] lr: 1.5059e-05 eta: 0:23:48 time: 0.3337 data_time: 0.0189 memory: 9201 grad_norm: 8.7115 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2365 loss: 1.2365 2022/08/16 23:21:00 - mmengine - INFO - Epoch(train) [255][3200/3757] lr: 1.5059e-05 eta: 0:23:16 time: 0.3309 data_time: 0.0188 memory: 9201 grad_norm: 8.6408 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.2807 loss: 1.2807 2022/08/16 23:21:34 - mmengine - INFO - Epoch(train) [255][3300/3757] lr: 1.5059e-05 eta: 0:22:43 time: 0.3379 data_time: 0.0190 memory: 9201 grad_norm: 8.5986 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.2351 loss: 1.2351 2022/08/16 23:22:07 - mmengine - INFO - Epoch(train) [255][3400/3757] lr: 1.5059e-05 eta: 0:22:11 time: 0.3320 data_time: 0.0172 memory: 9201 grad_norm: 8.6370 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3983 loss: 1.3983 2022/08/16 23:22:41 - mmengine - INFO - Epoch(train) [255][3500/3757] lr: 1.5059e-05 eta: 0:21:38 time: 0.3301 data_time: 0.0174 memory: 9201 grad_norm: 8.8212 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4221 loss: 1.4221 2022/08/16 23:23:14 - mmengine - INFO - Epoch(train) [255][3600/3757] lr: 1.5059e-05 eta: 0:21:06 time: 0.3367 data_time: 0.0201 memory: 9201 grad_norm: 8.4377 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3363 loss: 1.3363 2022/08/16 23:23:48 - mmengine - INFO - Epoch(train) [255][3700/3757] lr: 1.5059e-05 eta: 0:20:34 time: 0.3336 data_time: 0.0193 memory: 9201 grad_norm: 8.4635 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1575 loss: 1.1575 2022/08/16 23:23:55 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 23:24:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 23:24:06 - mmengine - INFO - Epoch(train) [255][3757/3757] lr: 1.5059e-05 eta: 0:20:21 time: 0.3168 data_time: 0.0159 memory: 9201 grad_norm: 8.7689 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 1.3252 loss: 1.3252 2022/08/16 23:24:29 - mmengine - INFO - Epoch(val) [255][100/310] eta: 0:00:44 time: 0.2116 data_time: 0.1024 memory: 1522 2022/08/16 23:24:50 - mmengine - INFO - Epoch(val) [255][200/310] eta: 0:00:20 time: 0.1889 data_time: 0.0800 memory: 1522 2022/08/16 23:25:11 - mmengine - INFO - Epoch(val) [255][300/310] eta: 0:00:02 time: 0.2105 data_time: 0.0988 memory: 1522 2022/08/16 23:25:15 - mmengine - INFO - Epoch(val) [255][310/310] acc/top1: 0.6989 acc/top5: 0.8885 acc/mean1: 0.6989 2022/08/16 23:25:15 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb/best_acc/top1_epoch_251.pth is removed 2022/08/16 23:25:20 - mmengine - INFO - The best checkpoint with 0.6989 acc/top1 at 256 epoch is saved to best_acc/top1_epoch_256.pth. 2022/08/16 23:25:54 - mmengine - INFO - Epoch(train) [256][100/3757] lr: 3.7649e-06 eta: 0:19:43 time: 0.3391 data_time: 0.0193 memory: 9201 grad_norm: 8.5829 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3396 loss: 1.3396 2022/08/16 23:26:28 - mmengine - INFO - Epoch(train) [256][200/3757] lr: 3.7649e-06 eta: 0:19:11 time: 0.3300 data_time: 0.0192 memory: 9201 grad_norm: 8.7132 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.4852 loss: 1.4852 2022/08/16 23:27:01 - mmengine - INFO - Epoch(train) [256][300/3757] lr: 3.7649e-06 eta: 0:18:38 time: 0.3292 data_time: 0.0190 memory: 9201 grad_norm: 8.8577 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4150 loss: 1.4150 2022/08/16 23:27:35 - mmengine - INFO - Epoch(train) [256][400/3757] lr: 3.7649e-06 eta: 0:18:06 time: 0.3314 data_time: 0.0187 memory: 9201 grad_norm: 8.9733 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3547 loss: 1.3547 2022/08/16 23:28:08 - mmengine - INFO - Epoch(train) [256][500/3757] lr: 3.7649e-06 eta: 0:17:33 time: 0.3308 data_time: 0.0189 memory: 9201 grad_norm: 8.8494 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2933 loss: 1.2933 2022/08/16 23:28:42 - mmengine - INFO - Epoch(train) [256][600/3757] lr: 3.7649e-06 eta: 0:17:01 time: 0.3303 data_time: 0.0188 memory: 9201 grad_norm: 9.0238 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4096 loss: 1.4096 2022/08/16 23:29:15 - mmengine - INFO - Epoch(train) [256][700/3757] lr: 3.7649e-06 eta: 0:16:29 time: 0.3318 data_time: 0.0192 memory: 9201 grad_norm: 8.4917 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3022 loss: 1.3022 2022/08/16 23:29:49 - mmengine - INFO - Epoch(train) [256][800/3757] lr: 3.7649e-06 eta: 0:15:56 time: 0.3301 data_time: 0.0194 memory: 9201 grad_norm: 8.6528 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3083 loss: 1.3083 2022/08/16 23:30:22 - mmengine - INFO - Epoch(train) [256][900/3757] lr: 3.7649e-06 eta: 0:15:24 time: 0.3299 data_time: 0.0184 memory: 9201 grad_norm: 8.5807 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.1587 loss: 1.1587 2022/08/16 23:30:44 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 23:30:56 - mmengine - INFO - Epoch(train) [256][1000/3757] lr: 3.7649e-06 eta: 0:14:52 time: 0.3292 data_time: 0.0181 memory: 9201 grad_norm: 8.6263 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4588 loss: 1.4588 2022/08/16 23:31:29 - mmengine - INFO - Epoch(train) [256][1100/3757] lr: 3.7649e-06 eta: 0:14:19 time: 0.3321 data_time: 0.0194 memory: 9201 grad_norm: 8.5152 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1246 loss: 1.1246 2022/08/16 23:32:03 - mmengine - INFO - Epoch(train) [256][1200/3757] lr: 3.7649e-06 eta: 0:13:47 time: 0.3297 data_time: 0.0203 memory: 9201 grad_norm: 8.6655 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4639 loss: 1.4639 2022/08/16 23:32:36 - mmengine - INFO - Epoch(train) [256][1300/3757] lr: 3.7649e-06 eta: 0:13:15 time: 0.3323 data_time: 0.0185 memory: 9201 grad_norm: 8.5291 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3166 loss: 1.3166 2022/08/16 23:33:10 - mmengine - INFO - Epoch(train) [256][1400/3757] lr: 3.7649e-06 eta: 0:12:42 time: 0.3293 data_time: 0.0182 memory: 9201 grad_norm: 8.7524 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4858 loss: 1.4858 2022/08/16 23:33:43 - mmengine - INFO - Epoch(train) [256][1500/3757] lr: 3.7649e-06 eta: 0:12:10 time: 0.3307 data_time: 0.0190 memory: 9201 grad_norm: 8.2559 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3582 loss: 1.3582 2022/08/16 23:34:17 - mmengine - INFO - Epoch(train) [256][1600/3757] lr: 3.7649e-06 eta: 0:11:38 time: 0.3321 data_time: 0.0198 memory: 9201 grad_norm: 8.6034 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2911 loss: 1.2911 2022/08/16 23:34:50 - mmengine - INFO - Epoch(train) [256][1700/3757] lr: 3.7649e-06 eta: 0:11:05 time: 0.3329 data_time: 0.0209 memory: 9201 grad_norm: 8.3802 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2349 loss: 1.2349 2022/08/16 23:35:23 - mmengine - INFO - Epoch(train) [256][1800/3757] lr: 3.7649e-06 eta: 0:10:33 time: 0.3312 data_time: 0.0190 memory: 9201 grad_norm: 8.5457 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1941 loss: 1.1941 2022/08/16 23:35:57 - mmengine - INFO - Epoch(train) [256][1900/3757] lr: 3.7649e-06 eta: 0:10:00 time: 0.3320 data_time: 0.0197 memory: 9201 grad_norm: 8.7608 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5183 loss: 1.5183 2022/08/16 23:36:19 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 23:36:30 - mmengine - INFO - Epoch(train) [256][2000/3757] lr: 3.7649e-06 eta: 0:09:28 time: 0.3317 data_time: 0.0190 memory: 9201 grad_norm: 8.5744 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4641 loss: 1.4641 2022/08/16 23:37:04 - mmengine - INFO - Epoch(train) [256][2100/3757] lr: 3.7649e-06 eta: 0:08:56 time: 0.3309 data_time: 0.0187 memory: 9201 grad_norm: 8.7376 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.0365 loss: 1.0365 2022/08/16 23:37:37 - mmengine - INFO - Epoch(train) [256][2200/3757] lr: 3.7649e-06 eta: 0:08:23 time: 0.3309 data_time: 0.0193 memory: 9201 grad_norm: 8.6056 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0924 loss: 1.0924 2022/08/16 23:38:11 - mmengine - INFO - Epoch(train) [256][2300/3757] lr: 3.7649e-06 eta: 0:07:51 time: 0.3318 data_time: 0.0197 memory: 9201 grad_norm: 9.0085 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2163 loss: 1.2163 2022/08/16 23:38:44 - mmengine - INFO - Epoch(train) [256][2400/3757] lr: 3.7649e-06 eta: 0:07:19 time: 0.3364 data_time: 0.0200 memory: 9201 grad_norm: 8.5347 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.1835 loss: 1.1835 2022/08/16 23:39:18 - mmengine - INFO - Epoch(train) [256][2500/3757] lr: 3.7649e-06 eta: 0:06:46 time: 0.3299 data_time: 0.0187 memory: 9201 grad_norm: 8.5318 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1664 loss: 1.1664 2022/08/16 23:39:52 - mmengine - INFO - Epoch(train) [256][2600/3757] lr: 3.7649e-06 eta: 0:06:14 time: 0.3314 data_time: 0.0181 memory: 9201 grad_norm: 8.5484 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.1571 loss: 1.1571 2022/08/16 23:40:25 - mmengine - INFO - Epoch(train) [256][2700/3757] lr: 3.7649e-06 eta: 0:05:42 time: 0.3321 data_time: 0.0185 memory: 9201 grad_norm: 8.6407 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2832 loss: 1.2832 2022/08/16 23:40:59 - mmengine - INFO - Epoch(train) [256][2800/3757] lr: 3.7649e-06 eta: 0:05:09 time: 0.3308 data_time: 0.0184 memory: 9201 grad_norm: 8.9176 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.0071 loss: 1.0071 2022/08/16 23:41:32 - mmengine - INFO - Epoch(train) [256][2900/3757] lr: 3.7649e-06 eta: 0:04:37 time: 0.3312 data_time: 0.0187 memory: 9201 grad_norm: 8.6957 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1760 loss: 1.1760 2022/08/16 23:41:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 23:42:06 - mmengine - INFO - Epoch(train) [256][3000/3757] lr: 3.7649e-06 eta: 0:04:04 time: 0.3360 data_time: 0.0182 memory: 9201 grad_norm: 8.9414 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2089 loss: 1.2089 2022/08/16 23:42:39 - mmengine - INFO - Epoch(train) [256][3100/3757] lr: 3.7649e-06 eta: 0:03:32 time: 0.3330 data_time: 0.0189 memory: 9201 grad_norm: 8.8782 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2581 loss: 1.2581 2022/08/16 23:43:13 - mmengine - INFO - Epoch(train) [256][3200/3757] lr: 3.7649e-06 eta: 0:03:00 time: 0.3302 data_time: 0.0183 memory: 9201 grad_norm: 8.4429 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5854 loss: 1.5854 2022/08/16 23:43:46 - mmengine - INFO - Epoch(train) [256][3300/3757] lr: 3.7649e-06 eta: 0:02:27 time: 0.3319 data_time: 0.0186 memory: 9201 grad_norm: 8.5232 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3360 loss: 1.3360 2022/08/16 23:44:20 - mmengine - INFO - Epoch(train) [256][3400/3757] lr: 3.7649e-06 eta: 0:01:55 time: 0.3321 data_time: 0.0183 memory: 9201 grad_norm: 8.6534 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4214 loss: 1.4214 2022/08/16 23:44:53 - mmengine - INFO - Epoch(train) [256][3500/3757] lr: 3.7649e-06 eta: 0:01:23 time: 0.3295 data_time: 0.0187 memory: 9201 grad_norm: 8.8489 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4386 loss: 1.4386 2022/08/16 23:45:27 - mmengine - INFO - Epoch(train) [256][3600/3757] lr: 3.7649e-06 eta: 0:00:50 time: 0.3307 data_time: 0.0178 memory: 9201 grad_norm: 8.5256 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0956 loss: 1.0956 2022/08/16 23:46:00 - mmengine - INFO - Epoch(train) [256][3700/3757] lr: 3.7649e-06 eta: 0:00:18 time: 0.3308 data_time: 0.0191 memory: 9201 grad_norm: 8.7804 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.9589 loss: 0.9589 2022/08/16 23:46:19 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_20220813_072752 2022/08/16 23:46:19 - mmengine - INFO - Epoch(train) [256][3757/3757] lr: 3.7649e-06 eta: 0:00:05 time: 0.3140 data_time: 0.0167 memory: 9201 grad_norm: 8.6278 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 1.1186 loss: 1.1186 2022/08/16 23:46:19 - mmengine - INFO - Saving checkpoint at 256 epochs