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