2022/08/14 04:52:03 - mmengine - INFO - Checkpoints will be saved to /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr by HardDiskBackend. 2022/08/14 04:53:44 - mmengine - INFO - Epoch(train) [1][100/3757] lr: 1.0070e-02 eta: 11 days, 3:27:20 time: 0.3061 data_time: 0.0141 memory: 9395 grad_norm: 3.7567 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.9288 loss: 5.9288 2022/08/14 04:54:14 - mmengine - INFO - Epoch(train) [1][200/3757] lr: 1.0140e-02 eta: 7 days, 6:47:29 time: 0.3047 data_time: 0.0121 memory: 9395 grad_norm: 3.7695 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 5.7321 loss: 5.7321 2022/08/14 04:54:49 - mmengine - INFO - Epoch(train) [1][300/3757] lr: 1.0211e-02 eta: 6 days, 3:27:04 time: 0.3131 data_time: 0.0125 memory: 9395 grad_norm: 3.6697 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.6893 loss: 5.6893 2022/08/14 04:55:20 - mmengine - INFO - Epoch(train) [1][400/3757] lr: 1.0281e-02 eta: 5 days, 11:08:51 time: 0.3125 data_time: 0.0128 memory: 9395 grad_norm: 3.6533 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.7779 loss: 5.7779 2022/08/14 04:55:50 - mmengine - INFO - Epoch(train) [1][500/3757] lr: 1.0352e-02 eta: 5 days, 1:16:52 time: 0.3047 data_time: 0.0127 memory: 9395 grad_norm: 3.5187 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.7043 loss: 5.7043 2022/08/14 04:56:21 - mmengine - INFO - Epoch(train) [1][600/3757] lr: 1.0422e-02 eta: 4 days, 18:41:57 time: 0.3045 data_time: 0.0127 memory: 9395 grad_norm: 3.4555 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.7063 loss: 5.7063 2022/08/14 04:56:52 - mmengine - INFO - Epoch(train) [1][700/3757] lr: 1.0492e-02 eta: 4 days, 14:01:37 time: 0.3060 data_time: 0.0130 memory: 9395 grad_norm: 3.3487 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.6473 loss: 5.6473 2022/08/14 04:57:23 - mmengine - INFO - Epoch(train) [1][800/3757] lr: 1.0563e-02 eta: 4 days, 10:30:56 time: 0.3062 data_time: 0.0131 memory: 9395 grad_norm: 3.2907 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.5145 loss: 5.5145 2022/08/14 04:57:53 - mmengine - INFO - Epoch(train) [1][900/3757] lr: 1.0633e-02 eta: 4 days, 7:49:34 time: 0.3050 data_time: 0.0116 memory: 9395 grad_norm: 3.3000 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.6037 loss: 5.6037 2022/08/14 04:58:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 04:58:24 - mmengine - INFO - Epoch(train) [1][1000/3757] lr: 1.0704e-02 eta: 4 days, 5:38:43 time: 0.3067 data_time: 0.0141 memory: 9395 grad_norm: 3.1900 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.5272 loss: 5.5272 2022/08/14 04:58:55 - mmengine - INFO - Epoch(train) [1][1100/3757] lr: 1.0774e-02 eta: 4 days, 3:51:42 time: 0.3066 data_time: 0.0144 memory: 9395 grad_norm: 3.1968 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.4410 loss: 5.4410 2022/08/14 04:59:26 - mmengine - INFO - Epoch(train) [1][1200/3757] lr: 1.0845e-02 eta: 4 days, 2:25:01 time: 0.3081 data_time: 0.0138 memory: 9395 grad_norm: 3.0857 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.6077 loss: 5.6077 2022/08/14 04:59:57 - mmengine - INFO - Epoch(train) [1][1300/3757] lr: 1.0915e-02 eta: 4 days, 1:09:09 time: 0.3089 data_time: 0.0126 memory: 9395 grad_norm: 3.0788 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 5.5091 loss: 5.5091 2022/08/14 05:00:32 - mmengine - INFO - Epoch(train) [1][1400/3757] lr: 1.0986e-02 eta: 4 days, 0:51:57 time: 0.3079 data_time: 0.0126 memory: 9395 grad_norm: 3.0426 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.4480 loss: 5.4480 2022/08/14 05:01:02 - mmengine - INFO - Epoch(train) [1][1500/3757] lr: 1.1056e-02 eta: 3 days, 23:51:32 time: 0.3075 data_time: 0.0133 memory: 9395 grad_norm: 3.0210 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3997 loss: 5.3997 2022/08/14 05:01:33 - mmengine - INFO - Epoch(train) [1][1600/3757] lr: 1.1127e-02 eta: 3 days, 22:59:19 time: 0.3050 data_time: 0.0124 memory: 9395 grad_norm: 2.9293 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.4402 loss: 5.4402 2022/08/14 05:02:04 - mmengine - INFO - Epoch(train) [1][1700/3757] lr: 1.1197e-02 eta: 3 days, 22:13:14 time: 0.3065 data_time: 0.0125 memory: 9395 grad_norm: 2.9453 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3480 loss: 5.3480 2022/08/14 05:02:40 - mmengine - INFO - Epoch(train) [1][1800/3757] lr: 1.1268e-02 eta: 3 days, 22:19:39 time: 0.3051 data_time: 0.0125 memory: 9395 grad_norm: 2.8233 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.5280 loss: 5.5280 2022/08/14 05:03:11 - mmengine - INFO - Epoch(train) [1][1900/3757] lr: 1.1338e-02 eta: 3 days, 21:40:43 time: 0.3088 data_time: 0.0134 memory: 9395 grad_norm: 2.8831 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.4444 loss: 5.4444 2022/08/14 05:03:42 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 05:03:42 - mmengine - INFO - Epoch(train) [1][2000/3757] lr: 1.1408e-02 eta: 3 days, 21:05:15 time: 0.3063 data_time: 0.0129 memory: 9395 grad_norm: 2.7621 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.4515 loss: 5.4515 2022/08/14 05:04:12 - mmengine - INFO - Epoch(train) [1][2100/3757] lr: 1.1479e-02 eta: 3 days, 20:32:37 time: 0.3058 data_time: 0.0130 memory: 9395 grad_norm: 2.7536 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3477 loss: 5.3477 2022/08/14 05:04:43 - mmengine - INFO - Epoch(train) [1][2200/3757] lr: 1.1549e-02 eta: 3 days, 20:02:51 time: 0.3073 data_time: 0.0127 memory: 9395 grad_norm: 2.7793 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.4679 loss: 5.4679 2022/08/14 05:05:14 - mmengine - INFO - Epoch(train) [1][2300/3757] lr: 1.1620e-02 eta: 3 days, 19:36:17 time: 0.3067 data_time: 0.0123 memory: 9395 grad_norm: 2.7080 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3094 loss: 5.3094 2022/08/14 05:05:45 - mmengine - INFO - Epoch(train) [1][2400/3757] lr: 1.1690e-02 eta: 3 days, 19:12:12 time: 0.3070 data_time: 0.0125 memory: 9395 grad_norm: 2.7195 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.4215 loss: 5.4215 2022/08/14 05:06:16 - mmengine - INFO - Epoch(train) [1][2500/3757] lr: 1.1761e-02 eta: 3 days, 18:50:10 time: 0.3079 data_time: 0.0125 memory: 9395 grad_norm: 2.6551 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3561 loss: 5.3561 2022/08/14 05:06:46 - mmengine - INFO - Epoch(train) [1][2600/3757] lr: 1.1831e-02 eta: 3 days, 18:29:04 time: 0.3069 data_time: 0.0138 memory: 9395 grad_norm: 2.6758 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.4213 loss: 5.4213 2022/08/14 05:07:17 - mmengine - INFO - Epoch(train) [1][2700/3757] lr: 1.1902e-02 eta: 3 days, 18:09:27 time: 0.3060 data_time: 0.0129 memory: 9395 grad_norm: 2.6627 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.4413 loss: 5.4413 2022/08/14 05:07:48 - mmengine - INFO - Epoch(train) [1][2800/3757] lr: 1.1972e-02 eta: 3 days, 17:52:02 time: 0.3080 data_time: 0.0133 memory: 9395 grad_norm: 2.5984 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 5.1955 loss: 5.1955 2022/08/14 05:08:19 - mmengine - INFO - Epoch(train) [1][2900/3757] lr: 1.2043e-02 eta: 3 days, 17:34:48 time: 0.3083 data_time: 0.0142 memory: 9395 grad_norm: 2.6266 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3365 loss: 5.3365 2022/08/14 05:08:50 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 05:08:50 - mmengine - INFO - Epoch(train) [1][3000/3757] lr: 1.2113e-02 eta: 3 days, 17:19:28 time: 0.3070 data_time: 0.0122 memory: 9395 grad_norm: 2.6205 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.1378 loss: 5.1378 2022/08/14 05:09:20 - mmengine - INFO - Epoch(train) [1][3100/3757] lr: 1.2183e-02 eta: 3 days, 17:04:21 time: 0.3074 data_time: 0.0141 memory: 9395 grad_norm: 2.6472 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.4017 loss: 5.4017 2022/08/14 05:09:51 - mmengine - INFO - Epoch(train) [1][3200/3757] lr: 1.2254e-02 eta: 3 days, 16:50:11 time: 0.3083 data_time: 0.0131 memory: 9395 grad_norm: 2.5822 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.3075 loss: 5.3075 2022/08/14 05:10:22 - mmengine - INFO - Epoch(train) [1][3300/3757] lr: 1.2324e-02 eta: 3 days, 16:37:08 time: 0.3073 data_time: 0.0133 memory: 9395 grad_norm: 2.5747 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2225 loss: 5.2225 2022/08/14 05:10:53 - mmengine - INFO - Epoch(train) [1][3400/3757] lr: 1.2395e-02 eta: 3 days, 16:24:57 time: 0.3060 data_time: 0.0124 memory: 9395 grad_norm: 2.5835 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2356 loss: 5.2356 2022/08/14 05:11:23 - mmengine - INFO - Epoch(train) [1][3500/3757] lr: 1.2465e-02 eta: 3 days, 16:13:20 time: 0.3056 data_time: 0.0128 memory: 9395 grad_norm: 2.5793 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.2117 loss: 5.2117 2022/08/14 05:11:54 - mmengine - INFO - Epoch(train) [1][3600/3757] lr: 1.2536e-02 eta: 3 days, 16:02:00 time: 0.3073 data_time: 0.0134 memory: 9395 grad_norm: 2.6111 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.3349 loss: 5.3349 2022/08/14 05:12:25 - mmengine - INFO - Epoch(train) [1][3700/3757] lr: 1.2606e-02 eta: 3 days, 15:51:43 time: 0.3066 data_time: 0.0127 memory: 9395 grad_norm: 2.5186 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.4939 loss: 5.4939 2022/08/14 05:12:42 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 05:12:42 - mmengine - INFO - Epoch(train) [1][3757/3757] lr: 1.2646e-02 eta: 3 days, 15:47:56 time: 0.3027 data_time: 0.0136 memory: 9395 grad_norm: 2.5123 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3354 loss: 5.3354 2022/08/14 05:13:15 - mmengine - INFO - Epoch(train) [2][100/3757] lr: 1.2717e-02 eta: 3 days, 15:21:12 time: 0.3065 data_time: 0.0126 memory: 9395 grad_norm: 2.4768 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2903 loss: 5.2903 2022/08/14 05:13:46 - mmengine - INFO - Epoch(train) [2][200/3757] lr: 1.2787e-02 eta: 3 days, 15:12:27 time: 0.3074 data_time: 0.0126 memory: 9395 grad_norm: 2.5488 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.4374 loss: 5.4374 2022/08/14 05:13:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 05:14:16 - mmengine - INFO - Epoch(train) [2][300/3757] lr: 1.2858e-02 eta: 3 days, 15:03:55 time: 0.3080 data_time: 0.0131 memory: 9395 grad_norm: 2.5773 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.2336 loss: 5.2336 2022/08/14 05:14:47 - mmengine - INFO - Epoch(train) [2][400/3757] lr: 1.2928e-02 eta: 3 days, 14:55:57 time: 0.3062 data_time: 0.0134 memory: 9395 grad_norm: 2.4757 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.3169 loss: 5.3169 2022/08/14 05:15:18 - mmengine - INFO - Epoch(train) [2][500/3757] lr: 1.2999e-02 eta: 3 days, 14:48:47 time: 0.3119 data_time: 0.0186 memory: 9395 grad_norm: 2.4599 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.1522 loss: 5.1522 2022/08/14 05:15:49 - mmengine - INFO - Epoch(train) [2][600/3757] lr: 1.3069e-02 eta: 3 days, 14:41:58 time: 0.3088 data_time: 0.0137 memory: 9395 grad_norm: 2.3998 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2784 loss: 5.2784 2022/08/14 05:16:20 - mmengine - INFO - Epoch(train) [2][700/3757] lr: 1.3140e-02 eta: 3 days, 14:35:05 time: 0.3090 data_time: 0.0137 memory: 9395 grad_norm: 2.3923 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.1684 loss: 5.1684 2022/08/14 05:16:51 - mmengine - INFO - Epoch(train) [2][800/3757] lr: 1.3210e-02 eta: 3 days, 14:28:24 time: 0.3075 data_time: 0.0129 memory: 9395 grad_norm: 2.4170 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.1756 loss: 5.1756 2022/08/14 05:17:22 - mmengine - INFO - Epoch(train) [2][900/3757] lr: 1.3280e-02 eta: 3 days, 14:22:01 time: 0.3080 data_time: 0.0142 memory: 9395 grad_norm: 2.4424 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.0770 loss: 5.0770 2022/08/14 05:17:52 - mmengine - INFO - Epoch(train) [2][1000/3757] lr: 1.3351e-02 eta: 3 days, 14:15:35 time: 0.3054 data_time: 0.0129 memory: 9395 grad_norm: 2.3885 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2848 loss: 5.2848 2022/08/14 05:18:23 - mmengine - INFO - Epoch(train) [2][1100/3757] lr: 1.3421e-02 eta: 3 days, 14:09:40 time: 0.3062 data_time: 0.0129 memory: 9395 grad_norm: 2.3980 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1892 loss: 5.1892 2022/08/14 05:18:54 - mmengine - INFO - Epoch(train) [2][1200/3757] lr: 1.3492e-02 eta: 3 days, 14:04:10 time: 0.3068 data_time: 0.0130 memory: 9395 grad_norm: 2.3708 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1126 loss: 5.1126 2022/08/14 05:19:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 05:19:25 - mmengine - INFO - Epoch(train) [2][1300/3757] lr: 1.3562e-02 eta: 3 days, 13:59:15 time: 0.3077 data_time: 0.0135 memory: 9395 grad_norm: 2.4093 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.4290 loss: 5.4290 2022/08/14 05:19:56 - mmengine - INFO - Epoch(train) [2][1400/3757] lr: 1.3633e-02 eta: 3 days, 13:54:02 time: 0.3088 data_time: 0.0129 memory: 9395 grad_norm: 2.3890 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1544 loss: 5.1544 2022/08/14 05:20:30 - mmengine - INFO - Epoch(train) [2][1500/3757] lr: 1.3703e-02 eta: 3 days, 13:59:42 time: 0.3066 data_time: 0.0124 memory: 9395 grad_norm: 2.3444 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 5.2380 loss: 5.2380 2022/08/14 05:21:01 - mmengine - INFO - Epoch(train) [2][1600/3757] lr: 1.3774e-02 eta: 3 days, 13:54:42 time: 0.3090 data_time: 0.0143 memory: 9395 grad_norm: 2.4230 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 5.0992 loss: 5.0992 2022/08/14 05:21:32 - mmengine - INFO - Epoch(train) [2][1700/3757] lr: 1.3844e-02 eta: 3 days, 13:49:37 time: 0.3086 data_time: 0.0130 memory: 9395 grad_norm: 2.3316 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.3434 loss: 5.3434 2022/08/14 05:22:03 - mmengine - INFO - Epoch(train) [2][1800/3757] lr: 1.3915e-02 eta: 3 days, 13:45:07 time: 0.3072 data_time: 0.0130 memory: 9395 grad_norm: 2.3440 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.1300 loss: 5.1300 2022/08/14 05:22:34 - mmengine - INFO - Epoch(train) [2][1900/3757] lr: 1.3985e-02 eta: 3 days, 13:40:33 time: 0.3075 data_time: 0.0131 memory: 9395 grad_norm: 2.2926 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2407 loss: 5.2407 2022/08/14 05:23:05 - mmengine - INFO - Epoch(train) [2][2000/3757] lr: 1.4056e-02 eta: 3 days, 13:36:36 time: 0.3069 data_time: 0.0134 memory: 9395 grad_norm: 2.3912 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.2587 loss: 5.2587 2022/08/14 05:23:36 - mmengine - INFO - Epoch(train) [2][2100/3757] lr: 1.4126e-02 eta: 3 days, 13:32:50 time: 0.3065 data_time: 0.0132 memory: 9395 grad_norm: 2.4160 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.0510 loss: 5.0510 2022/08/14 05:24:07 - mmengine - INFO - Epoch(train) [2][2200/3757] lr: 1.4196e-02 eta: 3 days, 13:28:37 time: 0.3093 data_time: 0.0139 memory: 9395 grad_norm: 2.3024 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.1004 loss: 5.1004 2022/08/14 05:24:20 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 05:24:37 - mmengine - INFO - Epoch(train) [2][2300/3757] lr: 1.4267e-02 eta: 3 days, 13:24:41 time: 0.3081 data_time: 0.0141 memory: 9395 grad_norm: 2.3087 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.2098 loss: 5.2098 2022/08/14 05:25:08 - mmengine - INFO - Epoch(train) [2][2400/3757] lr: 1.4337e-02 eta: 3 days, 13:20:48 time: 0.3104 data_time: 0.0134 memory: 9395 grad_norm: 2.3324 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3153 loss: 5.3153 2022/08/14 05:25:39 - mmengine - INFO - Epoch(train) [2][2500/3757] lr: 1.4408e-02 eta: 3 days, 13:16:50 time: 0.3085 data_time: 0.0126 memory: 9395 grad_norm: 2.3186 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9945 loss: 4.9945 2022/08/14 05:26:10 - mmengine - INFO - Epoch(train) [2][2600/3757] lr: 1.4478e-02 eta: 3 days, 13:14:21 time: 0.3150 data_time: 0.0132 memory: 9395 grad_norm: 2.3508 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.0883 loss: 5.0883 2022/08/14 05:26:41 - mmengine - INFO - Epoch(train) [2][2700/3757] lr: 1.4549e-02 eta: 3 days, 13:10:32 time: 0.3085 data_time: 0.0138 memory: 9395 grad_norm: 2.4258 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.0523 loss: 5.0523 2022/08/14 05:27:15 - mmengine - INFO - Epoch(train) [2][2800/3757] lr: 1.4619e-02 eta: 3 days, 13:13:55 time: 0.3075 data_time: 0.0127 memory: 9395 grad_norm: 2.2603 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.9858 loss: 4.9858 2022/08/14 05:27:46 - mmengine - INFO - Epoch(train) [2][2900/3757] lr: 1.4690e-02 eta: 3 days, 13:10:19 time: 0.3079 data_time: 0.0127 memory: 9395 grad_norm: 2.3439 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.9452 loss: 4.9452 2022/08/14 05:28:17 - mmengine - INFO - Epoch(train) [2][3000/3757] lr: 1.4760e-02 eta: 3 days, 13:06:51 time: 0.3085 data_time: 0.0131 memory: 9395 grad_norm: 2.3034 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.0773 loss: 5.0773 2022/08/14 05:28:47 - mmengine - INFO - Epoch(train) [2][3100/3757] lr: 1.4831e-02 eta: 3 days, 13:03:15 time: 0.3076 data_time: 0.0124 memory: 9395 grad_norm: 2.2826 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2043 loss: 5.2043 2022/08/14 05:29:18 - mmengine - INFO - Epoch(train) [2][3200/3757] lr: 1.4901e-02 eta: 3 days, 12:59:50 time: 0.3089 data_time: 0.0144 memory: 9395 grad_norm: 2.2489 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.9717 loss: 4.9717 2022/08/14 05:29:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 05:29:49 - mmengine - INFO - Epoch(train) [2][3300/3757] lr: 1.4971e-02 eta: 3 days, 12:56:38 time: 0.3078 data_time: 0.0127 memory: 9395 grad_norm: 2.3076 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.0057 loss: 5.0057 2022/08/14 05:30:20 - mmengine - INFO - Epoch(train) [2][3400/3757] lr: 1.5042e-02 eta: 3 days, 12:53:27 time: 0.3084 data_time: 0.0140 memory: 9395 grad_norm: 2.1830 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.0722 loss: 5.0722 2022/08/14 05:30:51 - mmengine - INFO - Epoch(train) [2][3500/3757] lr: 1.5112e-02 eta: 3 days, 12:50:30 time: 0.3078 data_time: 0.0130 memory: 9395 grad_norm: 2.2441 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 5.0806 loss: 5.0806 2022/08/14 05:31:22 - mmengine - INFO - Epoch(train) [2][3600/3757] lr: 1.5183e-02 eta: 3 days, 12:47:34 time: 0.3068 data_time: 0.0137 memory: 9395 grad_norm: 2.2564 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.1511 loss: 5.1511 2022/08/14 05:31:53 - mmengine - INFO - Epoch(train) [2][3700/3757] lr: 1.5253e-02 eta: 3 days, 12:44:45 time: 0.3069 data_time: 0.0125 memory: 9395 grad_norm: 2.2225 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.9045 loss: 4.9045 2022/08/14 05:32:10 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 05:32:10 - mmengine - INFO - Epoch(train) [2][3757/3757] lr: 1.5293e-02 eta: 3 days, 12:43:31 time: 0.3159 data_time: 0.0147 memory: 9395 grad_norm: 2.2586 top1_acc: 0.2857 top5_acc: 0.7143 loss_cls: 5.0068 loss: 5.0068 2022/08/14 05:32:43 - mmengine - INFO - Epoch(train) [3][100/3757] lr: 1.5364e-02 eta: 3 days, 12:32:29 time: 0.3064 data_time: 0.0131 memory: 9395 grad_norm: 2.2772 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.8838 loss: 4.8838 2022/08/14 05:33:14 - mmengine - INFO - Epoch(train) [3][200/3757] lr: 1.5434e-02 eta: 3 days, 12:29:45 time: 0.3067 data_time: 0.0125 memory: 9395 grad_norm: 2.2415 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.0515 loss: 5.0515 2022/08/14 05:33:44 - mmengine - INFO - Epoch(train) [3][300/3757] lr: 1.5505e-02 eta: 3 days, 12:26:50 time: 0.3070 data_time: 0.0126 memory: 9395 grad_norm: 2.2884 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1244 loss: 5.1244 2022/08/14 05:34:15 - mmengine - INFO - Epoch(train) [3][400/3757] lr: 1.5575e-02 eta: 3 days, 12:24:15 time: 0.3078 data_time: 0.0141 memory: 9395 grad_norm: 2.2247 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.1633 loss: 5.1633 2022/08/14 05:34:42 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 05:34:46 - mmengine - INFO - Epoch(train) [3][500/3757] lr: 1.5646e-02 eta: 3 days, 12:21:38 time: 0.3080 data_time: 0.0124 memory: 9395 grad_norm: 2.2198 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.0088 loss: 5.0088 2022/08/14 05:35:17 - mmengine - INFO - Epoch(train) [3][600/3757] lr: 1.5716e-02 eta: 3 days, 12:19:05 time: 0.3067 data_time: 0.0133 memory: 9395 grad_norm: 2.2379 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.0001 loss: 5.0001 2022/08/14 05:35:48 - mmengine - INFO - Epoch(train) [3][700/3757] lr: 1.5787e-02 eta: 3 days, 12:16:49 time: 0.3117 data_time: 0.0137 memory: 9395 grad_norm: 2.2873 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1924 loss: 5.1924 2022/08/14 05:36:19 - mmengine - INFO - Epoch(train) [3][800/3757] lr: 1.5857e-02 eta: 3 days, 12:14:23 time: 0.3072 data_time: 0.0129 memory: 9395 grad_norm: 2.2770 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.8541 loss: 4.8541 2022/08/14 05:36:50 - mmengine - INFO - Epoch(train) [3][900/3757] lr: 1.5928e-02 eta: 3 days, 12:12:13 time: 0.3088 data_time: 0.0134 memory: 9395 grad_norm: 2.1739 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.8157 loss: 4.8157 2022/08/14 05:37:20 - mmengine - INFO - Epoch(train) [3][1000/3757] lr: 1.5998e-02 eta: 3 days, 12:09:55 time: 0.3069 data_time: 0.0135 memory: 9395 grad_norm: 2.2856 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.9854 loss: 4.9854 2022/08/14 05:37:52 - mmengine - INFO - Epoch(train) [3][1100/3757] lr: 1.6068e-02 eta: 3 days, 12:08:27 time: 0.3109 data_time: 0.0133 memory: 9395 grad_norm: 2.2324 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.9397 loss: 4.9397 2022/08/14 05:38:23 - mmengine - INFO - Epoch(train) [3][1200/3757] lr: 1.6139e-02 eta: 3 days, 12:06:17 time: 0.3116 data_time: 0.0139 memory: 9395 grad_norm: 2.2155 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.8540 loss: 4.8540 2022/08/14 05:38:53 - mmengine - INFO - Epoch(train) [3][1300/3757] lr: 1.6209e-02 eta: 3 days, 12:04:05 time: 0.3075 data_time: 0.0136 memory: 9395 grad_norm: 2.2341 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.8147 loss: 4.8147 2022/08/14 05:39:24 - mmengine - INFO - Epoch(train) [3][1400/3757] lr: 1.6280e-02 eta: 3 days, 12:01:52 time: 0.3063 data_time: 0.0122 memory: 9395 grad_norm: 2.2220 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1217 loss: 5.1217 2022/08/14 05:39:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 05:39:55 - mmengine - INFO - Epoch(train) [3][1500/3757] lr: 1.6350e-02 eta: 3 days, 11:59:37 time: 0.3067 data_time: 0.0135 memory: 9395 grad_norm: 2.1851 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.8356 loss: 4.8356 2022/08/14 05:40:26 - mmengine - INFO - Epoch(train) [3][1600/3757] lr: 1.6421e-02 eta: 3 days, 11:57:28 time: 0.3067 data_time: 0.0128 memory: 9395 grad_norm: 2.2046 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8435 loss: 4.8435 2022/08/14 05:40:57 - mmengine - INFO - Epoch(train) [3][1700/3757] lr: 1.6491e-02 eta: 3 days, 11:55:42 time: 0.3071 data_time: 0.0128 memory: 9395 grad_norm: 2.1746 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.7832 loss: 4.7832 2022/08/14 05:41:28 - mmengine - INFO - Epoch(train) [3][1800/3757] lr: 1.6562e-02 eta: 3 days, 11:53:44 time: 0.3099 data_time: 0.0150 memory: 9395 grad_norm: 2.2000 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.0027 loss: 5.0027 2022/08/14 05:41:58 - mmengine - INFO - Epoch(train) [3][1900/3757] lr: 1.6632e-02 eta: 3 days, 11:51:33 time: 0.3066 data_time: 0.0141 memory: 9395 grad_norm: 2.1861 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9190 loss: 4.9190 2022/08/14 05:42:29 - mmengine - INFO - Epoch(train) [3][2000/3757] lr: 1.6703e-02 eta: 3 days, 11:49:54 time: 0.3210 data_time: 0.0188 memory: 9395 grad_norm: 2.2816 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.8220 loss: 4.8220 2022/08/14 05:43:00 - mmengine - INFO - Epoch(train) [3][2100/3757] lr: 1.6773e-02 eta: 3 days, 11:47:58 time: 0.3077 data_time: 0.0146 memory: 9395 grad_norm: 2.1970 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9880 loss: 4.9880 2022/08/14 05:43:31 - mmengine - INFO - Epoch(train) [3][2200/3757] lr: 1.6844e-02 eta: 3 days, 11:46:04 time: 0.3089 data_time: 0.0149 memory: 9395 grad_norm: 2.2227 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.9673 loss: 4.9673 2022/08/14 05:44:02 - mmengine - INFO - Epoch(train) [3][2300/3757] lr: 1.6914e-02 eta: 3 days, 11:44:11 time: 0.3090 data_time: 0.0136 memory: 9395 grad_norm: 2.2298 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 5.0124 loss: 5.0124 2022/08/14 05:44:33 - mmengine - INFO - Epoch(train) [3][2400/3757] lr: 1.6984e-02 eta: 3 days, 11:42:38 time: 0.3084 data_time: 0.0140 memory: 9395 grad_norm: 2.1797 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.8453 loss: 4.8453 2022/08/14 05:45:00 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 05:45:04 - mmengine - INFO - Epoch(train) [3][2500/3757] lr: 1.7055e-02 eta: 3 days, 11:40:47 time: 0.3079 data_time: 0.0123 memory: 9395 grad_norm: 2.2264 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8545 loss: 4.8545 2022/08/14 05:45:35 - mmengine - INFO - Epoch(train) [3][2600/3757] lr: 1.7125e-02 eta: 3 days, 11:38:57 time: 0.3072 data_time: 0.0130 memory: 9395 grad_norm: 2.1896 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9218 loss: 4.9218 2022/08/14 05:46:06 - mmengine - INFO - Epoch(train) [3][2700/3757] lr: 1.7196e-02 eta: 3 days, 11:37:07 time: 0.3059 data_time: 0.0124 memory: 9395 grad_norm: 2.2159 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.8204 loss: 4.8204 2022/08/14 05:46:36 - mmengine - INFO - Epoch(train) [3][2800/3757] lr: 1.7266e-02 eta: 3 days, 11:35:24 time: 0.3078 data_time: 0.0128 memory: 9395 grad_norm: 2.1712 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.8730 loss: 4.8730 2022/08/14 05:47:07 - mmengine - INFO - Epoch(train) [3][2900/3757] lr: 1.7337e-02 eta: 3 days, 11:33:42 time: 0.3075 data_time: 0.0130 memory: 9395 grad_norm: 2.1938 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.8584 loss: 4.8584 2022/08/14 05:47:40 - mmengine - INFO - Epoch(train) [3][3000/3757] lr: 1.7407e-02 eta: 3 days, 11:35:32 time: 0.3076 data_time: 0.0138 memory: 9395 grad_norm: 2.2109 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.9310 loss: 4.9310 2022/08/14 05:48:11 - mmengine - INFO - Epoch(train) [3][3100/3757] lr: 1.7478e-02 eta: 3 days, 11:33:56 time: 0.3116 data_time: 0.0137 memory: 9395 grad_norm: 2.1436 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.9310 loss: 4.9310 2022/08/14 05:48:42 - mmengine - INFO - Epoch(train) [3][3200/3757] lr: 1.7548e-02 eta: 3 days, 11:32:10 time: 0.3077 data_time: 0.0131 memory: 9395 grad_norm: 2.1906 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.8072 loss: 4.8072 2022/08/14 05:49:13 - mmengine - INFO - Epoch(train) [3][3300/3757] lr: 1.7619e-02 eta: 3 days, 11:30:30 time: 0.3096 data_time: 0.0141 memory: 9395 grad_norm: 2.1851 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9723 loss: 4.9723 2022/08/14 05:49:44 - mmengine - INFO - Epoch(train) [3][3400/3757] lr: 1.7689e-02 eta: 3 days, 11:28:51 time: 0.3083 data_time: 0.0140 memory: 9395 grad_norm: 2.1359 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.9394 loss: 4.9394 2022/08/14 05:50:10 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 05:50:15 - mmengine - INFO - Epoch(train) [3][3500/3757] lr: 1.7759e-02 eta: 3 days, 11:27:18 time: 0.3051 data_time: 0.0124 memory: 9395 grad_norm: 2.1431 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.9319 loss: 4.9319 2022/08/14 05:50:46 - mmengine - INFO - Epoch(train) [3][3600/3757] lr: 1.7830e-02 eta: 3 days, 11:25:38 time: 0.3070 data_time: 0.0124 memory: 9395 grad_norm: 2.1589 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.8744 loss: 4.8744 2022/08/14 05:51:17 - mmengine - INFO - Epoch(train) [3][3700/3757] lr: 1.7900e-02 eta: 3 days, 11:24:51 time: 0.3068 data_time: 0.0130 memory: 9395 grad_norm: 2.1836 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.8615 loss: 4.8615 2022/08/14 05:51:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 05:51:35 - mmengine - INFO - Epoch(train) [3][3757/3757] lr: 1.7941e-02 eta: 3 days, 11:24:41 time: 0.3018 data_time: 0.0131 memory: 9395 grad_norm: 2.2218 top1_acc: 0.1429 top5_acc: 0.4286 loss_cls: 4.7387 loss: 4.7387 2022/08/14 05:52:07 - mmengine - INFO - Epoch(train) [4][100/3757] lr: 1.8011e-02 eta: 3 days, 11:17:40 time: 0.3068 data_time: 0.0135 memory: 9395 grad_norm: 2.1363 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8111 loss: 4.8111 2022/08/14 05:52:38 - mmengine - INFO - Epoch(train) [4][200/3757] lr: 1.8081e-02 eta: 3 days, 11:16:11 time: 0.3079 data_time: 0.0130 memory: 9395 grad_norm: 2.1853 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.9955 loss: 4.9955 2022/08/14 05:53:09 - mmengine - INFO - Epoch(train) [4][300/3757] lr: 1.8152e-02 eta: 3 days, 11:14:40 time: 0.3102 data_time: 0.0143 memory: 9395 grad_norm: 2.2168 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.7645 loss: 4.7645 2022/08/14 05:53:40 - mmengine - INFO - Epoch(train) [4][400/3757] lr: 1.8222e-02 eta: 3 days, 11:13:25 time: 0.3067 data_time: 0.0136 memory: 9395 grad_norm: 2.1654 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.9561 loss: 4.9561 2022/08/14 05:54:12 - mmengine - INFO - Epoch(train) [4][500/3757] lr: 1.8293e-02 eta: 3 days, 11:13:08 time: 0.3198 data_time: 0.0142 memory: 9395 grad_norm: 2.1210 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.8821 loss: 4.8821 2022/08/14 05:54:42 - mmengine - INFO - Epoch(train) [4][600/3757] lr: 1.8363e-02 eta: 3 days, 11:11:47 time: 0.3150 data_time: 0.0131 memory: 9395 grad_norm: 2.1817 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9256 loss: 4.9256 2022/08/14 05:55:13 - mmengine - INFO - Epoch(train) [4][700/3757] lr: 1.8434e-02 eta: 3 days, 11:10:19 time: 0.3073 data_time: 0.0135 memory: 9395 grad_norm: 2.2063 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.7911 loss: 4.7911 2022/08/14 05:55:22 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 05:55:44 - mmengine - INFO - Epoch(train) [4][800/3757] lr: 1.8504e-02 eta: 3 days, 11:08:56 time: 0.3095 data_time: 0.0148 memory: 9395 grad_norm: 2.1972 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7621 loss: 4.7621 2022/08/14 05:56:15 - mmengine - INFO - Epoch(train) [4][900/3757] lr: 1.8575e-02 eta: 3 days, 11:07:30 time: 0.3078 data_time: 0.0133 memory: 9395 grad_norm: 2.1592 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.8481 loss: 4.8481 2022/08/14 05:56:46 - mmengine - INFO - Epoch(train) [4][1000/3757] lr: 1.8645e-02 eta: 3 days, 11:06:06 time: 0.3070 data_time: 0.0122 memory: 9395 grad_norm: 2.1486 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.9239 loss: 4.9239 2022/08/14 05:57:17 - mmengine - INFO - Epoch(train) [4][1100/3757] lr: 1.8716e-02 eta: 3 days, 11:04:40 time: 0.3072 data_time: 0.0135 memory: 9395 grad_norm: 2.1361 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.9130 loss: 4.9130 2022/08/14 05:57:47 - mmengine - INFO - Epoch(train) [4][1200/3757] lr: 1.8786e-02 eta: 3 days, 11:03:13 time: 0.3073 data_time: 0.0130 memory: 9395 grad_norm: 2.1115 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6902 loss: 4.6902 2022/08/14 05:58:19 - mmengine - INFO - Epoch(train) [4][1300/3757] lr: 1.8856e-02 eta: 3 days, 11:02:28 time: 0.3066 data_time: 0.0130 memory: 9395 grad_norm: 2.1204 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.7800 loss: 4.7800 2022/08/14 05:58:50 - mmengine - INFO - Epoch(train) [4][1400/3757] lr: 1.8927e-02 eta: 3 days, 11:01:49 time: 0.3331 data_time: 0.0143 memory: 9395 grad_norm: 2.1826 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.7762 loss: 4.7762 2022/08/14 05:59:21 - mmengine - INFO - Epoch(train) [4][1500/3757] lr: 1.8997e-02 eta: 3 days, 11:00:23 time: 0.3077 data_time: 0.0134 memory: 9395 grad_norm: 2.1567 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.8573 loss: 4.8573 2022/08/14 05:59:52 - mmengine - INFO - Epoch(train) [4][1600/3757] lr: 1.9068e-02 eta: 3 days, 10:58:59 time: 0.3080 data_time: 0.0141 memory: 9395 grad_norm: 2.1103 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.7176 loss: 4.7176 2022/08/14 06:00:27 - mmengine - INFO - Epoch(train) [4][1700/3757] lr: 1.9138e-02 eta: 3 days, 11:03:30 time: 0.3076 data_time: 0.0129 memory: 9395 grad_norm: 2.1146 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.9361 loss: 4.9361 2022/08/14 06:00:36 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 06:00:58 - mmengine - INFO - Epoch(train) [4][1800/3757] lr: 1.9209e-02 eta: 3 days, 11:02:13 time: 0.3075 data_time: 0.0132 memory: 9395 grad_norm: 2.1153 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8545 loss: 4.8545 2022/08/14 06:01:29 - mmengine - INFO - Epoch(train) [4][1900/3757] lr: 1.9279e-02 eta: 3 days, 11:01:01 time: 0.3082 data_time: 0.0134 memory: 9395 grad_norm: 2.1686 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.6570 loss: 4.6570 2022/08/14 06:02:00 - mmengine - INFO - Epoch(train) [4][2000/3757] lr: 1.9350e-02 eta: 3 days, 10:59:50 time: 0.3093 data_time: 0.0135 memory: 9395 grad_norm: 2.2006 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.5937 loss: 4.5937 2022/08/14 06:02:31 - mmengine - INFO - Epoch(train) [4][2100/3757] lr: 1.9420e-02 eta: 3 days, 10:58:30 time: 0.3090 data_time: 0.0122 memory: 9395 grad_norm: 2.1293 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.6473 loss: 4.6473 2022/08/14 06:03:02 - mmengine - INFO - Epoch(train) [4][2200/3757] lr: 1.9491e-02 eta: 3 days, 10:57:19 time: 0.3100 data_time: 0.0131 memory: 9395 grad_norm: 2.1602 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.6098 loss: 4.6098 2022/08/14 06:03:33 - mmengine - INFO - Epoch(train) [4][2300/3757] lr: 1.9561e-02 eta: 3 days, 10:56:03 time: 0.3091 data_time: 0.0125 memory: 9395 grad_norm: 2.1357 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.6221 loss: 4.6221 2022/08/14 06:04:04 - mmengine - INFO - Epoch(train) [4][2400/3757] lr: 1.9632e-02 eta: 3 days, 10:54:46 time: 0.3063 data_time: 0.0126 memory: 9395 grad_norm: 2.0885 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.7122 loss: 4.7122 2022/08/14 06:04:34 - mmengine - INFO - Epoch(train) [4][2500/3757] lr: 1.9702e-02 eta: 3 days, 10:53:29 time: 0.3069 data_time: 0.0141 memory: 9395 grad_norm: 2.1318 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.9511 loss: 4.9511 2022/08/14 06:05:05 - mmengine - INFO - Epoch(train) [4][2600/3757] lr: 1.9772e-02 eta: 3 days, 10:52:13 time: 0.3079 data_time: 0.0135 memory: 9395 grad_norm: 2.1443 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7183 loss: 4.7183 2022/08/14 06:05:36 - mmengine - INFO - Epoch(train) [4][2700/3757] lr: 1.9843e-02 eta: 3 days, 10:50:57 time: 0.3064 data_time: 0.0131 memory: 9395 grad_norm: 2.1182 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.4782 loss: 4.4782 2022/08/14 06:05:45 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 06:06:07 - mmengine - INFO - Epoch(train) [4][2800/3757] lr: 1.9913e-02 eta: 3 days, 10:49:53 time: 0.3086 data_time: 0.0139 memory: 9395 grad_norm: 2.1495 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.6927 loss: 4.6927 2022/08/14 06:06:38 - mmengine - INFO - Epoch(train) [4][2900/3757] lr: 1.9984e-02 eta: 3 days, 10:48:45 time: 0.3072 data_time: 0.0132 memory: 9395 grad_norm: 2.1004 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.7411 loss: 4.7411 2022/08/14 06:07:09 - mmengine - INFO - Epoch(train) [4][3000/3757] lr: 2.0054e-02 eta: 3 days, 10:47:31 time: 0.3088 data_time: 0.0124 memory: 9395 grad_norm: 2.1286 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.6728 loss: 4.6728 2022/08/14 06:07:40 - mmengine - INFO - Epoch(train) [4][3100/3757] lr: 2.0125e-02 eta: 3 days, 10:46:17 time: 0.3064 data_time: 0.0130 memory: 9395 grad_norm: 2.0894 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.7451 loss: 4.7451 2022/08/14 06:08:11 - mmengine - INFO - Epoch(train) [4][3200/3757] lr: 2.0195e-02 eta: 3 days, 10:45:19 time: 0.3099 data_time: 0.0151 memory: 9395 grad_norm: 2.1541 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4364 loss: 4.4364 2022/08/14 06:08:42 - mmengine - INFO - Epoch(train) [4][3300/3757] lr: 2.0266e-02 eta: 3 days, 10:44:11 time: 0.3097 data_time: 0.0128 memory: 9395 grad_norm: 2.1432 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.6233 loss: 4.6233 2022/08/14 06:09:12 - mmengine - INFO - Epoch(train) [4][3400/3757] lr: 2.0336e-02 eta: 3 days, 10:43:03 time: 0.3084 data_time: 0.0132 memory: 9395 grad_norm: 2.1658 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.7448 loss: 4.7448 2022/08/14 06:09:43 - mmengine - INFO - Epoch(train) [4][3500/3757] lr: 2.0407e-02 eta: 3 days, 10:41:55 time: 0.3100 data_time: 0.0146 memory: 9395 grad_norm: 2.1124 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4861 loss: 4.4861 2022/08/14 06:10:14 - mmengine - INFO - Epoch(train) [4][3600/3757] lr: 2.0477e-02 eta: 3 days, 10:40:47 time: 0.3103 data_time: 0.0137 memory: 9395 grad_norm: 2.1429 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8064 loss: 4.8064 2022/08/14 06:10:45 - mmengine - INFO - Epoch(train) [4][3700/3757] lr: 2.0547e-02 eta: 3 days, 10:39:37 time: 0.3089 data_time: 0.0140 memory: 9395 grad_norm: 2.1116 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7190 loss: 4.7190 2022/08/14 06:10:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 06:11:02 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 06:11:02 - mmengine - INFO - Epoch(train) [4][3757/3757] lr: 2.0588e-02 eta: 3 days, 10:39:13 time: 0.3020 data_time: 0.0121 memory: 9395 grad_norm: 2.1807 top1_acc: 0.2857 top5_acc: 0.8571 loss_cls: 4.8769 loss: 4.8769 2022/08/14 06:11:03 - mmengine - INFO - Saving checkpoint at 4 epochs 2022/08/14 06:11:36 - mmengine - INFO - Epoch(train) [5][100/3757] lr: 2.0658e-02 eta: 3 days, 10:33:43 time: 0.3062 data_time: 0.0130 memory: 9395 grad_norm: 2.1353 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8799 loss: 4.8799 2022/08/14 06:12:07 - mmengine - INFO - Epoch(train) [5][200/3757] lr: 2.0729e-02 eta: 3 days, 10:32:43 time: 0.3080 data_time: 0.0131 memory: 9395 grad_norm: 2.1291 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.6384 loss: 4.6384 2022/08/14 06:12:38 - mmengine - INFO - Epoch(train) [5][300/3757] lr: 2.0799e-02 eta: 3 days, 10:31:37 time: 0.3069 data_time: 0.0138 memory: 9395 grad_norm: 2.1648 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.6934 loss: 4.6934 2022/08/14 06:13:09 - mmengine - INFO - Epoch(train) [5][400/3757] lr: 2.0869e-02 eta: 3 days, 10:30:57 time: 0.3080 data_time: 0.0138 memory: 9395 grad_norm: 2.1371 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.6283 loss: 4.6283 2022/08/14 06:13:40 - mmengine - INFO - Epoch(train) [5][500/3757] lr: 2.0940e-02 eta: 3 days, 10:29:57 time: 0.3069 data_time: 0.0131 memory: 9395 grad_norm: 2.2219 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.4166 loss: 4.4166 2022/08/14 06:14:11 - mmengine - INFO - Epoch(train) [5][600/3757] lr: 2.1010e-02 eta: 3 days, 10:28:54 time: 0.3093 data_time: 0.0145 memory: 9395 grad_norm: 2.1949 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.5780 loss: 4.5780 2022/08/14 06:14:42 - mmengine - INFO - Epoch(train) [5][700/3757] lr: 2.1081e-02 eta: 3 days, 10:27:50 time: 0.3074 data_time: 0.0133 memory: 9395 grad_norm: 2.1595 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.4023 loss: 4.4023 2022/08/14 06:15:13 - mmengine - INFO - Epoch(train) [5][800/3757] lr: 2.1151e-02 eta: 3 days, 10:26:46 time: 0.3084 data_time: 0.0136 memory: 9395 grad_norm: 2.1702 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.7084 loss: 4.7084 2022/08/14 06:15:44 - mmengine - INFO - Epoch(train) [5][900/3757] lr: 2.1222e-02 eta: 3 days, 10:25:47 time: 0.3100 data_time: 0.0140 memory: 9395 grad_norm: 2.2350 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.5559 loss: 4.5559 2022/08/14 06:16:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 06:16:14 - mmengine - INFO - Epoch(train) [5][1000/3757] lr: 2.1292e-02 eta: 3 days, 10:24:38 time: 0.3057 data_time: 0.0127 memory: 9395 grad_norm: 2.1750 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.5701 loss: 4.5701 2022/08/14 06:16:45 - mmengine - INFO - Epoch(train) [5][1100/3757] lr: 2.1363e-02 eta: 3 days, 10:23:37 time: 0.3091 data_time: 0.0126 memory: 9395 grad_norm: 2.2381 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.5933 loss: 4.5933 2022/08/14 06:17:16 - mmengine - INFO - Epoch(train) [5][1200/3757] lr: 2.1433e-02 eta: 3 days, 10:22:38 time: 0.3075 data_time: 0.0131 memory: 9395 grad_norm: 2.1782 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.4486 loss: 4.4486 2022/08/14 06:17:47 - mmengine - INFO - Epoch(train) [5][1300/3757] lr: 2.1504e-02 eta: 3 days, 10:21:41 time: 0.3070 data_time: 0.0129 memory: 9395 grad_norm: 2.1698 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.6658 loss: 4.6658 2022/08/14 06:18:18 - mmengine - INFO - Epoch(train) [5][1400/3757] lr: 2.1574e-02 eta: 3 days, 10:20:36 time: 0.3063 data_time: 0.0131 memory: 9395 grad_norm: 2.2034 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.6223 loss: 4.6223 2022/08/14 06:18:49 - mmengine - INFO - Epoch(train) [5][1500/3757] lr: 2.1644e-02 eta: 3 days, 10:19:35 time: 0.3070 data_time: 0.0130 memory: 9395 grad_norm: 2.2433 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.5666 loss: 4.5666 2022/08/14 06:19:19 - mmengine - INFO - Epoch(train) [5][1600/3757] lr: 2.1715e-02 eta: 3 days, 10:18:32 time: 0.3074 data_time: 0.0134 memory: 9395 grad_norm: 2.2378 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.5798 loss: 4.5798 2022/08/14 06:19:50 - mmengine - INFO - Epoch(train) [5][1700/3757] lr: 2.1785e-02 eta: 3 days, 10:17:39 time: 0.3074 data_time: 0.0130 memory: 9395 grad_norm: 2.1901 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.2796 loss: 4.2796 2022/08/14 06:20:21 - mmengine - INFO - Epoch(train) [5][1800/3757] lr: 2.1856e-02 eta: 3 days, 10:16:39 time: 0.3085 data_time: 0.0132 memory: 9395 grad_norm: 2.2318 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.6686 loss: 4.6686 2022/08/14 06:20:52 - mmengine - INFO - Epoch(train) [5][1900/3757] lr: 2.1926e-02 eta: 3 days, 10:15:40 time: 0.3079 data_time: 0.0129 memory: 9395 grad_norm: 2.1874 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.5678 loss: 4.5678 2022/08/14 06:21:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 06:21:23 - mmengine - INFO - Epoch(train) [5][2000/3757] lr: 2.1997e-02 eta: 3 days, 10:14:46 time: 0.3099 data_time: 0.0130 memory: 9395 grad_norm: 2.2253 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.5844 loss: 4.5844 2022/08/14 06:21:54 - mmengine - INFO - Epoch(train) [5][2100/3757] lr: 2.2067e-02 eta: 3 days, 10:13:47 time: 0.3077 data_time: 0.0129 memory: 9395 grad_norm: 2.2276 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.3823 loss: 4.3823 2022/08/14 06:22:25 - mmengine - INFO - Epoch(train) [5][2200/3757] lr: 2.2138e-02 eta: 3 days, 10:12:50 time: 0.3112 data_time: 0.0136 memory: 9395 grad_norm: 2.2604 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.5176 loss: 4.5176 2022/08/14 06:22:56 - mmengine - INFO - Epoch(train) [5][2300/3757] lr: 2.2208e-02 eta: 3 days, 10:11:54 time: 0.3093 data_time: 0.0138 memory: 9395 grad_norm: 2.2552 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.6590 loss: 4.6590 2022/08/14 06:23:26 - mmengine - INFO - Epoch(train) [5][2400/3757] lr: 2.2279e-02 eta: 3 days, 10:10:54 time: 0.3065 data_time: 0.0136 memory: 9395 grad_norm: 2.2562 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4278 loss: 4.4278 2022/08/14 06:23:57 - mmengine - INFO - Epoch(train) [5][2500/3757] lr: 2.2349e-02 eta: 3 days, 10:09:54 time: 0.3074 data_time: 0.0130 memory: 9395 grad_norm: 2.2114 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.6011 loss: 4.6011 2022/08/14 06:24:28 - mmengine - INFO - Epoch(train) [5][2600/3757] lr: 2.2420e-02 eta: 3 days, 10:09:10 time: 0.3063 data_time: 0.0128 memory: 9395 grad_norm: 2.1844 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.4079 loss: 4.4079 2022/08/14 06:24:59 - mmengine - INFO - Epoch(train) [5][2700/3757] lr: 2.2490e-02 eta: 3 days, 10:08:20 time: 0.3074 data_time: 0.0128 memory: 9395 grad_norm: 2.2156 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.4540 loss: 4.4540 2022/08/14 06:25:30 - mmengine - INFO - Epoch(train) [5][2800/3757] lr: 2.2560e-02 eta: 3 days, 10:07:28 time: 0.3074 data_time: 0.0132 memory: 9395 grad_norm: 2.1596 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.5003 loss: 4.5003 2022/08/14 06:26:01 - mmengine - INFO - Epoch(train) [5][2900/3757] lr: 2.2631e-02 eta: 3 days, 10:06:40 time: 0.3087 data_time: 0.0144 memory: 9395 grad_norm: 2.2794 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4432 loss: 4.4432 2022/08/14 06:26:23 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 06:26:32 - mmengine - INFO - Epoch(train) [5][3000/3757] lr: 2.2701e-02 eta: 3 days, 10:05:43 time: 0.3068 data_time: 0.0136 memory: 9395 grad_norm: 2.2027 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2767 loss: 4.2767 2022/08/14 06:27:03 - mmengine - INFO - Epoch(train) [5][3100/3757] lr: 2.2772e-02 eta: 3 days, 10:04:49 time: 0.3066 data_time: 0.0148 memory: 9395 grad_norm: 2.2368 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3981 loss: 4.3981 2022/08/14 06:27:34 - mmengine - INFO - Epoch(train) [5][3200/3757] lr: 2.2842e-02 eta: 3 days, 10:03:57 time: 0.3090 data_time: 0.0127 memory: 9395 grad_norm: 2.2577 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.4768 loss: 4.4768 2022/08/14 06:28:05 - mmengine - INFO - Epoch(train) [5][3300/3757] lr: 2.2913e-02 eta: 3 days, 10:03:15 time: 0.3219 data_time: 0.0124 memory: 9395 grad_norm: 2.1469 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.5801 loss: 4.5801 2022/08/14 06:28:36 - mmengine - INFO - Epoch(train) [5][3400/3757] lr: 2.2983e-02 eta: 3 days, 10:02:21 time: 0.3089 data_time: 0.0140 memory: 9395 grad_norm: 2.2041 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.3744 loss: 4.3744 2022/08/14 06:29:07 - mmengine - INFO - Epoch(train) [5][3500/3757] lr: 2.3054e-02 eta: 3 days, 10:01:24 time: 0.3069 data_time: 0.0127 memory: 9395 grad_norm: 2.2495 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4851 loss: 4.4851 2022/08/14 06:29:37 - mmengine - INFO - Epoch(train) [5][3600/3757] lr: 2.3124e-02 eta: 3 days, 10:00:28 time: 0.3069 data_time: 0.0134 memory: 9395 grad_norm: 2.2660 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.5930 loss: 4.5930 2022/08/14 06:30:08 - mmengine - INFO - Epoch(train) [5][3700/3757] lr: 2.3195e-02 eta: 3 days, 9:59:33 time: 0.3073 data_time: 0.0130 memory: 9395 grad_norm: 2.2759 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.5711 loss: 4.5711 2022/08/14 06:30:26 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 06:30:26 - mmengine - INFO - Epoch(train) [5][3757/3757] lr: 2.3235e-02 eta: 3 days, 9:59:12 time: 0.3022 data_time: 0.0151 memory: 9395 grad_norm: 2.3098 top1_acc: 0.0000 top5_acc: 0.1429 loss_cls: 4.4419 loss: 4.4419 2022/08/14 06:31:14 - mmengine - INFO - Epoch(val) [5][100/310] eta: 0:00:37 time: 0.1780 data_time: 0.0854 memory: 1523 2022/08/14 06:31:31 - mmengine - INFO - Epoch(val) [5][200/310] eta: 0:00:17 time: 0.1553 data_time: 0.0621 memory: 1523 2022/08/14 06:31:48 - mmengine - INFO - Epoch(val) [5][300/310] eta: 0:00:01 time: 0.1626 data_time: 0.0684 memory: 1523 2022/08/14 06:31:51 - mmengine - INFO - Epoch(val) [5][310/310] acc/top1: 0.1276 acc/top5: 0.3121 acc/mean1: 0.1275 2022/08/14 06:31:52 - mmengine - INFO - The best checkpoint with 0.1276 acc/top1 at 6 epoch is saved to best_acc/top1_epoch_6.pth. 2022/08/14 06:32:24 - mmengine - INFO - Epoch(train) [6][100/3757] lr: 2.3305e-02 eta: 3 days, 9:54:24 time: 0.3059 data_time: 0.0125 memory: 9395 grad_norm: 2.2457 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 4.3434 loss: 4.3434 2022/08/14 06:32:55 - mmengine - INFO - Epoch(train) [6][200/3757] lr: 2.3376e-02 eta: 3 days, 9:53:27 time: 0.3079 data_time: 0.0136 memory: 9395 grad_norm: 2.2759 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.4720 loss: 4.4720 2022/08/14 06:32:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 06:33:25 - mmengine - INFO - Epoch(train) [6][300/3757] lr: 2.3446e-02 eta: 3 days, 9:52:27 time: 0.3059 data_time: 0.0128 memory: 9395 grad_norm: 2.2506 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6581 loss: 4.6581 2022/08/14 06:33:56 - mmengine - INFO - Epoch(train) [6][400/3757] lr: 2.3517e-02 eta: 3 days, 9:51:32 time: 0.3085 data_time: 0.0131 memory: 9395 grad_norm: 2.2985 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.5974 loss: 4.5974 2022/08/14 06:34:27 - mmengine - INFO - Epoch(train) [6][500/3757] lr: 2.3587e-02 eta: 3 days, 9:50:33 time: 0.3062 data_time: 0.0121 memory: 9395 grad_norm: 2.2572 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.6280 loss: 4.6280 2022/08/14 06:34:58 - mmengine - INFO - Epoch(train) [6][600/3757] lr: 2.3657e-02 eta: 3 days, 9:49:41 time: 0.3068 data_time: 0.0129 memory: 9395 grad_norm: 2.2612 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.5718 loss: 4.5718 2022/08/14 06:35:29 - mmengine - INFO - Epoch(train) [6][700/3757] lr: 2.3728e-02 eta: 3 days, 9:48:47 time: 0.3056 data_time: 0.0130 memory: 9395 grad_norm: 2.2746 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.3379 loss: 4.3379 2022/08/14 06:35:59 - mmengine - INFO - Epoch(train) [6][800/3757] lr: 2.3798e-02 eta: 3 days, 9:47:53 time: 0.3073 data_time: 0.0129 memory: 9395 grad_norm: 2.2401 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.5463 loss: 4.5463 2022/08/14 06:36:30 - mmengine - INFO - Epoch(train) [6][900/3757] lr: 2.3869e-02 eta: 3 days, 9:47:07 time: 0.3088 data_time: 0.0139 memory: 9395 grad_norm: 2.2126 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4657 loss: 4.4657 2022/08/14 06:37:01 - mmengine - INFO - Epoch(train) [6][1000/3757] lr: 2.3939e-02 eta: 3 days, 9:46:13 time: 0.3088 data_time: 0.0148 memory: 9395 grad_norm: 2.2744 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.3493 loss: 4.3493 2022/08/14 06:37:32 - mmengine - INFO - Epoch(train) [6][1100/3757] lr: 2.4010e-02 eta: 3 days, 9:45:22 time: 0.3075 data_time: 0.0133 memory: 9395 grad_norm: 2.3186 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.3965 loss: 4.3965 2022/08/14 06:38:03 - mmengine - INFO - Epoch(train) [6][1200/3757] lr: 2.4080e-02 eta: 3 days, 9:44:32 time: 0.3125 data_time: 0.0133 memory: 9395 grad_norm: 2.2324 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.5755 loss: 4.5755 2022/08/14 06:38:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 06:38:34 - mmengine - INFO - Epoch(train) [6][1300/3757] lr: 2.4151e-02 eta: 3 days, 9:43:39 time: 0.3081 data_time: 0.0146 memory: 9395 grad_norm: 2.2097 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.4802 loss: 4.4802 2022/08/14 06:39:04 - mmengine - INFO - Epoch(train) [6][1400/3757] lr: 2.4221e-02 eta: 3 days, 9:42:44 time: 0.3071 data_time: 0.0126 memory: 9395 grad_norm: 2.2940 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1459 loss: 4.1459 2022/08/14 06:39:35 - mmengine - INFO - Epoch(train) [6][1500/3757] lr: 2.4292e-02 eta: 3 days, 9:42:02 time: 0.3089 data_time: 0.0144 memory: 9395 grad_norm: 2.2717 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.3422 loss: 4.3422 2022/08/14 06:40:06 - mmengine - INFO - Epoch(train) [6][1600/3757] lr: 2.4362e-02 eta: 3 days, 9:41:10 time: 0.3071 data_time: 0.0133 memory: 9395 grad_norm: 2.2535 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.1659 loss: 4.1659 2022/08/14 06:40:37 - mmengine - INFO - Epoch(train) [6][1700/3757] lr: 2.4432e-02 eta: 3 days, 9:40:19 time: 0.3070 data_time: 0.0127 memory: 9395 grad_norm: 2.2958 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.6088 loss: 4.6088 2022/08/14 06:41:08 - mmengine - INFO - Epoch(train) [6][1800/3757] lr: 2.4503e-02 eta: 3 days, 9:39:27 time: 0.3067 data_time: 0.0125 memory: 9395 grad_norm: 2.2804 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.5586 loss: 4.5586 2022/08/14 06:41:39 - mmengine - INFO - Epoch(train) [6][1900/3757] lr: 2.4573e-02 eta: 3 days, 9:38:36 time: 0.3066 data_time: 0.0124 memory: 9395 grad_norm: 2.2724 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.3545 loss: 4.3545 2022/08/14 06:42:09 - mmengine - INFO - Epoch(train) [6][2000/3757] lr: 2.4644e-02 eta: 3 days, 9:37:47 time: 0.3071 data_time: 0.0122 memory: 9395 grad_norm: 2.2756 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.0934 loss: 4.0934 2022/08/14 06:42:40 - mmengine - INFO - Epoch(train) [6][2100/3757] lr: 2.4714e-02 eta: 3 days, 9:37:00 time: 0.3075 data_time: 0.0125 memory: 9395 grad_norm: 2.3617 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.3880 loss: 4.3880 2022/08/14 06:43:11 - mmengine - INFO - Epoch(train) [6][2200/3757] lr: 2.4785e-02 eta: 3 days, 9:36:14 time: 0.3082 data_time: 0.0138 memory: 9395 grad_norm: 2.3011 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.5877 loss: 4.5877 2022/08/14 06:43:16 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 06:43:42 - mmengine - INFO - Epoch(train) [6][2300/3757] lr: 2.4855e-02 eta: 3 days, 9:35:25 time: 0.3085 data_time: 0.0130 memory: 9395 grad_norm: 2.3217 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.2520 loss: 4.2520 2022/08/14 06:44:13 - mmengine - INFO - Epoch(train) [6][2400/3757] lr: 2.4926e-02 eta: 3 days, 9:34:34 time: 0.3089 data_time: 0.0142 memory: 9395 grad_norm: 2.3366 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.2938 loss: 4.2938 2022/08/14 06:44:44 - mmengine - INFO - Epoch(train) [6][2500/3757] lr: 2.4996e-02 eta: 3 days, 9:33:48 time: 0.3084 data_time: 0.0145 memory: 9395 grad_norm: 2.3087 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.5061 loss: 4.5061 2022/08/14 06:45:14 - mmengine - INFO - Epoch(train) [6][2600/3757] lr: 2.5067e-02 eta: 3 days, 9:32:57 time: 0.3071 data_time: 0.0127 memory: 9395 grad_norm: 2.3388 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.2273 loss: 4.2273 2022/08/14 06:45:45 - mmengine - INFO - Epoch(train) [6][2700/3757] lr: 2.5137e-02 eta: 3 days, 9:32:13 time: 0.3095 data_time: 0.0141 memory: 9395 grad_norm: 2.3388 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 4.1324 loss: 4.1324 2022/08/14 06:46:16 - mmengine - INFO - Epoch(train) [6][2800/3757] lr: 2.5207e-02 eta: 3 days, 9:31:25 time: 0.3069 data_time: 0.0136 memory: 9395 grad_norm: 2.3389 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.3324 loss: 4.3324 2022/08/14 06:46:47 - mmengine - INFO - Epoch(train) [6][2900/3757] lr: 2.5278e-02 eta: 3 days, 9:30:36 time: 0.3069 data_time: 0.0130 memory: 9395 grad_norm: 2.3023 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.3046 loss: 4.3046 2022/08/14 06:47:18 - mmengine - INFO - Epoch(train) [6][3000/3757] lr: 2.5348e-02 eta: 3 days, 9:29:53 time: 0.3071 data_time: 0.0139 memory: 9395 grad_norm: 2.2818 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.5176 loss: 4.5176 2022/08/14 06:47:49 - mmengine - INFO - Epoch(train) [6][3100/3757] lr: 2.5419e-02 eta: 3 days, 9:29:04 time: 0.3064 data_time: 0.0132 memory: 9395 grad_norm: 2.3114 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.0886 loss: 4.0886 2022/08/14 06:48:20 - mmengine - INFO - Epoch(train) [6][3200/3757] lr: 2.5489e-02 eta: 3 days, 9:28:15 time: 0.3073 data_time: 0.0127 memory: 9395 grad_norm: 2.3577 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 4.2962 loss: 4.2962 2022/08/14 06:48:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 06:48:50 - mmengine - INFO - Epoch(train) [6][3300/3757] lr: 2.5560e-02 eta: 3 days, 9:27:25 time: 0.3081 data_time: 0.0135 memory: 9395 grad_norm: 2.3417 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3788 loss: 4.3788 2022/08/14 06:49:21 - mmengine - INFO - Epoch(train) [6][3400/3757] lr: 2.5630e-02 eta: 3 days, 9:26:34 time: 0.3071 data_time: 0.0143 memory: 9395 grad_norm: 2.2916 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.3822 loss: 4.3822 2022/08/14 06:49:52 - mmengine - INFO - Epoch(train) [6][3500/3757] lr: 2.5701e-02 eta: 3 days, 9:25:47 time: 0.3073 data_time: 0.0134 memory: 9395 grad_norm: 2.3938 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.1941 loss: 4.1941 2022/08/14 06:50:23 - mmengine - INFO - Epoch(train) [6][3600/3757] lr: 2.5771e-02 eta: 3 days, 9:24:58 time: 0.3066 data_time: 0.0131 memory: 9395 grad_norm: 2.2908 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4052 loss: 4.4052 2022/08/14 06:50:54 - mmengine - INFO - Epoch(train) [6][3700/3757] lr: 2.5842e-02 eta: 3 days, 9:24:18 time: 0.3076 data_time: 0.0137 memory: 9395 grad_norm: 2.2652 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.2913 loss: 4.2913 2022/08/14 06:51:11 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 06:51:11 - mmengine - INFO - Epoch(train) [6][3757/3757] lr: 2.5882e-02 eta: 3 days, 9:24:00 time: 0.3025 data_time: 0.0127 memory: 9395 grad_norm: 2.2308 top1_acc: 0.1429 top5_acc: 0.5714 loss_cls: 3.9438 loss: 3.9438 2022/08/14 06:51:43 - mmengine - INFO - Epoch(train) [7][100/3757] lr: 2.5952e-02 eta: 3 days, 9:20:21 time: 0.3067 data_time: 0.0129 memory: 9395 grad_norm: 2.3258 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.0522 loss: 4.0522 2022/08/14 06:52:14 - mmengine - INFO - Epoch(train) [7][200/3757] lr: 2.6023e-02 eta: 3 days, 9:19:37 time: 0.3092 data_time: 0.0136 memory: 9395 grad_norm: 2.3572 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.3152 loss: 4.3152 2022/08/14 06:52:45 - mmengine - INFO - Epoch(train) [7][300/3757] lr: 2.6093e-02 eta: 3 days, 9:18:55 time: 0.3170 data_time: 0.0130 memory: 9395 grad_norm: 2.3222 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.0670 loss: 4.0670 2022/08/14 06:53:16 - mmengine - INFO - Epoch(train) [7][400/3757] lr: 2.6164e-02 eta: 3 days, 9:18:08 time: 0.3081 data_time: 0.0145 memory: 9395 grad_norm: 2.3299 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.1400 loss: 4.1400 2022/08/14 06:53:34 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 06:53:47 - mmengine - INFO - Epoch(train) [7][500/3757] lr: 2.6234e-02 eta: 3 days, 9:17:26 time: 0.3067 data_time: 0.0128 memory: 9395 grad_norm: 2.2605 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.1742 loss: 4.1742 2022/08/14 06:54:18 - mmengine - INFO - Epoch(train) [7][600/3757] lr: 2.6305e-02 eta: 3 days, 9:16:38 time: 0.3067 data_time: 0.0130 memory: 9395 grad_norm: 2.3139 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.2626 loss: 4.2626 2022/08/14 06:54:48 - mmengine - INFO - Epoch(train) [7][700/3757] lr: 2.6375e-02 eta: 3 days, 9:15:51 time: 0.3050 data_time: 0.0127 memory: 9395 grad_norm: 2.3630 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.2227 loss: 4.2227 2022/08/14 06:55:19 - mmengine - INFO - Epoch(train) [7][800/3757] lr: 2.6445e-02 eta: 3 days, 9:15:12 time: 0.3074 data_time: 0.0128 memory: 9395 grad_norm: 2.2941 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.5209 loss: 4.5209 2022/08/14 06:55:50 - mmengine - INFO - Epoch(train) [7][900/3757] lr: 2.6516e-02 eta: 3 days, 9:14:27 time: 0.3073 data_time: 0.0135 memory: 9395 grad_norm: 2.3987 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.2656 loss: 4.2656 2022/08/14 06:56:21 - mmengine - INFO - Epoch(train) [7][1000/3757] lr: 2.6586e-02 eta: 3 days, 9:13:44 time: 0.3081 data_time: 0.0133 memory: 9395 grad_norm: 2.3454 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.4106 loss: 4.4106 2022/08/14 06:56:52 - mmengine - INFO - Epoch(train) [7][1100/3757] lr: 2.6657e-02 eta: 3 days, 9:13:10 time: 0.3181 data_time: 0.0157 memory: 9395 grad_norm: 2.3259 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.1262 loss: 4.1262 2022/08/14 06:57:23 - mmengine - INFO - Epoch(train) [7][1200/3757] lr: 2.6727e-02 eta: 3 days, 9:12:35 time: 0.3211 data_time: 0.0134 memory: 9395 grad_norm: 2.3389 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.0391 loss: 4.0391 2022/08/14 06:57:54 - mmengine - INFO - Epoch(train) [7][1300/3757] lr: 2.6798e-02 eta: 3 days, 9:11:53 time: 0.3071 data_time: 0.0142 memory: 9395 grad_norm: 2.3850 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.5187 loss: 4.5187 2022/08/14 06:58:25 - mmengine - INFO - Epoch(train) [7][1400/3757] lr: 2.6868e-02 eta: 3 days, 9:11:22 time: 0.3265 data_time: 0.0136 memory: 9395 grad_norm: 2.3695 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.4560 loss: 4.4560 2022/08/14 06:58:43 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 06:58:56 - mmengine - INFO - Epoch(train) [7][1500/3757] lr: 2.6939e-02 eta: 3 days, 9:10:39 time: 0.3067 data_time: 0.0131 memory: 9395 grad_norm: 2.3616 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.1910 loss: 4.1910 2022/08/14 06:59:27 - mmengine - INFO - Epoch(train) [7][1600/3757] lr: 2.7009e-02 eta: 3 days, 9:09:56 time: 0.3082 data_time: 0.0134 memory: 9395 grad_norm: 2.3427 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.2998 loss: 4.2998 2022/08/14 06:59:58 - mmengine - INFO - Epoch(train) [7][1700/3757] lr: 2.7080e-02 eta: 3 days, 9:09:12 time: 0.3077 data_time: 0.0130 memory: 9395 grad_norm: 2.3529 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1270 loss: 4.1270 2022/08/14 07:00:29 - mmengine - INFO - Epoch(train) [7][1800/3757] lr: 2.7150e-02 eta: 3 days, 9:08:27 time: 0.3076 data_time: 0.0127 memory: 9395 grad_norm: 2.3672 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.3335 loss: 4.3335 2022/08/14 07:00:59 - mmengine - INFO - Epoch(train) [7][1900/3757] lr: 2.7220e-02 eta: 3 days, 9:07:41 time: 0.3074 data_time: 0.0135 memory: 9395 grad_norm: 2.3326 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.1935 loss: 4.1935 2022/08/14 07:01:30 - mmengine - INFO - Epoch(train) [7][2000/3757] lr: 2.7291e-02 eta: 3 days, 9:06:55 time: 0.3069 data_time: 0.0129 memory: 9395 grad_norm: 2.3959 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2003 loss: 4.2003 2022/08/14 07:02:01 - mmengine - INFO - Epoch(train) [7][2100/3757] lr: 2.7361e-02 eta: 3 days, 9:06:11 time: 0.3065 data_time: 0.0129 memory: 9395 grad_norm: 2.3763 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.1297 loss: 4.1297 2022/08/14 07:02:32 - mmengine - INFO - Epoch(train) [7][2200/3757] lr: 2.7432e-02 eta: 3 days, 9:05:31 time: 0.3107 data_time: 0.0140 memory: 9395 grad_norm: 2.3230 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.9939 loss: 3.9939 2022/08/14 07:03:03 - mmengine - INFO - Epoch(train) [7][2300/3757] lr: 2.7502e-02 eta: 3 days, 9:04:52 time: 0.3079 data_time: 0.0139 memory: 9395 grad_norm: 2.3063 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.1609 loss: 4.1609 2022/08/14 07:03:34 - mmengine - INFO - Epoch(train) [7][2400/3757] lr: 2.7573e-02 eta: 3 days, 9:04:09 time: 0.3088 data_time: 0.0131 memory: 9395 grad_norm: 2.3363 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.0095 loss: 4.0095 2022/08/14 07:03:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 07:04:05 - mmengine - INFO - Epoch(train) [7][2500/3757] lr: 2.7643e-02 eta: 3 days, 9:03:24 time: 0.3068 data_time: 0.0141 memory: 9395 grad_norm: 2.3671 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.3525 loss: 4.3525 2022/08/14 07:04:35 - mmengine - INFO - Epoch(train) [7][2600/3757] lr: 2.7714e-02 eta: 3 days, 9:02:43 time: 0.3085 data_time: 0.0146 memory: 9395 grad_norm: 2.3315 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1644 loss: 4.1644 2022/08/14 07:05:06 - mmengine - INFO - Epoch(train) [7][2700/3757] lr: 2.7784e-02 eta: 3 days, 9:02:00 time: 0.3083 data_time: 0.0149 memory: 9395 grad_norm: 2.3852 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.1189 loss: 4.1189 2022/08/14 07:05:37 - mmengine - INFO - Epoch(train) [7][2800/3757] lr: 2.7855e-02 eta: 3 days, 9:01:17 time: 0.3061 data_time: 0.0127 memory: 9395 grad_norm: 2.4487 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.9576 loss: 3.9576 2022/08/14 07:06:08 - mmengine - INFO - Epoch(train) [7][2900/3757] lr: 2.7925e-02 eta: 3 days, 9:00:34 time: 0.3074 data_time: 0.0153 memory: 9395 grad_norm: 2.3095 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.9920 loss: 3.9920 2022/08/14 07:06:39 - mmengine - INFO - Epoch(train) [7][3000/3757] lr: 2.7995e-02 eta: 3 days, 8:59:53 time: 0.3061 data_time: 0.0127 memory: 9395 grad_norm: 2.3680 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.2833 loss: 4.2833 2022/08/14 07:07:10 - mmengine - INFO - Epoch(train) [7][3100/3757] lr: 2.8066e-02 eta: 3 days, 8:59:10 time: 0.3071 data_time: 0.0133 memory: 9395 grad_norm: 2.3436 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.1638 loss: 4.1638 2022/08/14 07:07:41 - mmengine - INFO - Epoch(train) [7][3200/3757] lr: 2.8136e-02 eta: 3 days, 8:58:30 time: 0.3054 data_time: 0.0123 memory: 9395 grad_norm: 2.4007 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.2227 loss: 4.2227 2022/08/14 07:08:11 - mmengine - INFO - Epoch(train) [7][3300/3757] lr: 2.8207e-02 eta: 3 days, 8:57:47 time: 0.3076 data_time: 0.0131 memory: 9395 grad_norm: 2.4032 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9799 loss: 3.9799 2022/08/14 07:08:42 - mmengine - INFO - Epoch(train) [7][3400/3757] lr: 2.8277e-02 eta: 3 days, 8:57:01 time: 0.3071 data_time: 0.0131 memory: 9395 grad_norm: 2.3919 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.1943 loss: 4.1943 2022/08/14 07:09:00 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 07:09:13 - mmengine - INFO - Epoch(train) [7][3500/3757] lr: 2.8348e-02 eta: 3 days, 8:56:22 time: 0.3115 data_time: 0.0132 memory: 9395 grad_norm: 2.3788 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.0381 loss: 4.0381 2022/08/14 07:09:44 - mmengine - INFO - Epoch(train) [7][3600/3757] lr: 2.8418e-02 eta: 3 days, 8:55:49 time: 0.3114 data_time: 0.0143 memory: 9395 grad_norm: 2.3458 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 4.0611 loss: 4.0611 2022/08/14 07:10:15 - mmengine - INFO - Epoch(train) [7][3700/3757] lr: 2.8489e-02 eta: 3 days, 8:55:09 time: 0.3087 data_time: 0.0131 memory: 9395 grad_norm: 2.3787 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9806 loss: 3.9806 2022/08/14 07:10:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 07:10:33 - mmengine - INFO - Epoch(train) [7][3757/3757] lr: 2.8529e-02 eta: 3 days, 8:54:52 time: 0.3038 data_time: 0.0146 memory: 9395 grad_norm: 2.3680 top1_acc: 0.1429 top5_acc: 0.7143 loss_cls: 4.0477 loss: 4.0477 2022/08/14 07:11:05 - mmengine - INFO - Epoch(train) [8][100/3757] lr: 2.8599e-02 eta: 3 days, 8:51:56 time: 0.3065 data_time: 0.0126 memory: 9395 grad_norm: 2.4494 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.1170 loss: 4.1170 2022/08/14 07:11:36 - mmengine - INFO - Epoch(train) [8][200/3757] lr: 2.8670e-02 eta: 3 days, 8:51:18 time: 0.3150 data_time: 0.0130 memory: 9395 grad_norm: 2.4069 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9383 loss: 3.9383 2022/08/14 07:12:07 - mmengine - INFO - Epoch(train) [8][300/3757] lr: 2.8740e-02 eta: 3 days, 8:50:40 time: 0.3080 data_time: 0.0139 memory: 9395 grad_norm: 2.4061 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.0226 loss: 4.0226 2022/08/14 07:12:38 - mmengine - INFO - Epoch(train) [8][400/3757] lr: 2.8811e-02 eta: 3 days, 8:49:58 time: 0.3083 data_time: 0.0136 memory: 9395 grad_norm: 2.3453 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 4.3012 loss: 4.3012 2022/08/14 07:13:09 - mmengine - INFO - Epoch(train) [8][500/3757] lr: 2.8881e-02 eta: 3 days, 8:49:17 time: 0.3078 data_time: 0.0139 memory: 9395 grad_norm: 2.3408 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8584 loss: 3.8584 2022/08/14 07:13:40 - mmengine - INFO - Epoch(train) [8][600/3757] lr: 2.8952e-02 eta: 3 days, 8:48:45 time: 0.3077 data_time: 0.0132 memory: 9395 grad_norm: 2.3590 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9287 loss: 3.9287 2022/08/14 07:14:11 - mmengine - INFO - Epoch(train) [8][700/3757] lr: 2.9022e-02 eta: 3 days, 8:48:03 time: 0.3061 data_time: 0.0126 memory: 9395 grad_norm: 2.3231 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.9141 loss: 3.9141 2022/08/14 07:14:11 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 07:14:41 - mmengine - INFO - Epoch(train) [8][800/3757] lr: 2.9093e-02 eta: 3 days, 8:47:19 time: 0.3074 data_time: 0.0135 memory: 9395 grad_norm: 2.3993 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.9604 loss: 3.9604 2022/08/14 07:15:12 - mmengine - INFO - Epoch(train) [8][900/3757] lr: 2.9163e-02 eta: 3 days, 8:46:41 time: 0.3071 data_time: 0.0138 memory: 9395 grad_norm: 2.3407 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.0620 loss: 4.0620 2022/08/14 07:15:43 - mmengine - INFO - Epoch(train) [8][1000/3757] lr: 2.9233e-02 eta: 3 days, 8:45:59 time: 0.3094 data_time: 0.0150 memory: 9395 grad_norm: 2.3485 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2228 loss: 4.2228 2022/08/14 07:16:14 - mmengine - INFO - Epoch(train) [8][1100/3757] lr: 2.9304e-02 eta: 3 days, 8:45:16 time: 0.3073 data_time: 0.0129 memory: 9395 grad_norm: 2.3668 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.1996 loss: 4.1996 2022/08/14 07:16:45 - mmengine - INFO - Epoch(train) [8][1200/3757] lr: 2.9374e-02 eta: 3 days, 8:44:39 time: 0.3104 data_time: 0.0145 memory: 9395 grad_norm: 2.3685 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9280 loss: 3.9280 2022/08/14 07:17:16 - mmengine - INFO - Epoch(train) [8][1300/3757] lr: 2.9445e-02 eta: 3 days, 8:43:58 time: 0.3078 data_time: 0.0130 memory: 9395 grad_norm: 2.3579 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9704 loss: 3.9704 2022/08/14 07:17:46 - mmengine - INFO - Epoch(train) [8][1400/3757] lr: 2.9515e-02 eta: 3 days, 8:43:16 time: 0.3093 data_time: 0.0140 memory: 9395 grad_norm: 2.4157 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.2803 loss: 4.2803 2022/08/14 07:18:17 - mmengine - INFO - Epoch(train) [8][1500/3757] lr: 2.9586e-02 eta: 3 days, 8:42:43 time: 0.3092 data_time: 0.0149 memory: 9395 grad_norm: 2.3045 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.2094 loss: 4.2094 2022/08/14 07:18:48 - mmengine - INFO - Epoch(train) [8][1600/3757] lr: 2.9656e-02 eta: 3 days, 8:42:02 time: 0.3077 data_time: 0.0140 memory: 9395 grad_norm: 2.4012 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0786 loss: 4.0786 2022/08/14 07:19:19 - mmengine - INFO - Epoch(train) [8][1700/3757] lr: 2.9727e-02 eta: 3 days, 8:41:20 time: 0.3070 data_time: 0.0128 memory: 9395 grad_norm: 2.3910 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7984 loss: 3.7984 2022/08/14 07:19:19 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 07:19:50 - mmengine - INFO - Epoch(train) [8][1800/3757] lr: 2.9797e-02 eta: 3 days, 8:40:40 time: 0.3079 data_time: 0.0134 memory: 9395 grad_norm: 2.4015 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.8882 loss: 3.8882 2022/08/14 07:20:21 - mmengine - INFO - Epoch(train) [8][1900/3757] lr: 2.9868e-02 eta: 3 days, 8:40:00 time: 0.3070 data_time: 0.0133 memory: 9395 grad_norm: 2.4370 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.0169 loss: 4.0169 2022/08/14 07:20:52 - mmengine - INFO - Epoch(train) [8][2000/3757] lr: 2.9938e-02 eta: 3 days, 8:39:20 time: 0.3068 data_time: 0.0123 memory: 9395 grad_norm: 2.4435 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.7409 loss: 3.7409 2022/08/14 07:21:22 - mmengine - INFO - Epoch(train) [8][2100/3757] lr: 3.0008e-02 eta: 3 days, 8:38:38 time: 0.3062 data_time: 0.0125 memory: 9395 grad_norm: 2.4019 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.1363 loss: 4.1363 2022/08/14 07:21:53 - mmengine - INFO - Epoch(train) [8][2200/3757] lr: 3.0079e-02 eta: 3 days, 8:37:59 time: 0.3064 data_time: 0.0129 memory: 9395 grad_norm: 2.4145 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6919 loss: 3.6919 2022/08/14 07:22:24 - mmengine - INFO - Epoch(train) [8][2300/3757] lr: 3.0149e-02 eta: 3 days, 8:37:19 time: 0.3069 data_time: 0.0132 memory: 9395 grad_norm: 2.4261 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.8579 loss: 3.8579 2022/08/14 07:22:55 - mmengine - INFO - Epoch(train) [8][2400/3757] lr: 3.0220e-02 eta: 3 days, 8:36:39 time: 0.3081 data_time: 0.0141 memory: 9395 grad_norm: 2.4263 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.8307 loss: 3.8307 2022/08/14 07:23:26 - mmengine - INFO - Epoch(train) [8][2500/3757] lr: 3.0290e-02 eta: 3 days, 8:35:58 time: 0.3069 data_time: 0.0139 memory: 9395 grad_norm: 2.3375 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.1594 loss: 4.1594 2022/08/14 07:23:56 - mmengine - INFO - Epoch(train) [8][2600/3757] lr: 3.0361e-02 eta: 3 days, 8:35:17 time: 0.3082 data_time: 0.0143 memory: 9395 grad_norm: 2.3339 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.7592 loss: 3.7592 2022/08/14 07:24:27 - mmengine - INFO - Epoch(train) [8][2700/3757] lr: 3.0431e-02 eta: 3 days, 8:34:38 time: 0.3077 data_time: 0.0148 memory: 9395 grad_norm: 2.4554 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.7297 loss: 3.7297 2022/08/14 07:24:28 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 07:24:58 - mmengine - INFO - Epoch(train) [8][2800/3757] lr: 3.0502e-02 eta: 3 days, 8:34:00 time: 0.3112 data_time: 0.0129 memory: 9395 grad_norm: 2.4829 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.0301 loss: 4.0301 2022/08/14 07:25:29 - mmengine - INFO - Epoch(train) [8][2900/3757] lr: 3.0572e-02 eta: 3 days, 8:33:21 time: 0.3094 data_time: 0.0159 memory: 9395 grad_norm: 2.4203 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8869 loss: 3.8869 2022/08/14 07:26:00 - mmengine - INFO - Epoch(train) [8][3000/3757] lr: 3.0643e-02 eta: 3 days, 8:32:42 time: 0.3071 data_time: 0.0132 memory: 9395 grad_norm: 2.4115 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.1489 loss: 4.1489 2022/08/14 07:26:31 - mmengine - INFO - Epoch(train) [8][3100/3757] lr: 3.0713e-02 eta: 3 days, 8:32:09 time: 0.3078 data_time: 0.0133 memory: 9395 grad_norm: 2.3671 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9670 loss: 3.9670 2022/08/14 07:27:02 - mmengine - INFO - Epoch(train) [8][3200/3757] lr: 3.0783e-02 eta: 3 days, 8:31:28 time: 0.3068 data_time: 0.0140 memory: 9395 grad_norm: 2.4120 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.8612 loss: 3.8612 2022/08/14 07:27:33 - mmengine - INFO - Epoch(train) [8][3300/3757] lr: 3.0854e-02 eta: 3 days, 8:30:51 time: 0.3087 data_time: 0.0129 memory: 9395 grad_norm: 2.4146 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.2140 loss: 4.2140 2022/08/14 07:28:03 - mmengine - INFO - Epoch(train) [8][3400/3757] lr: 3.0924e-02 eta: 3 days, 8:30:10 time: 0.3066 data_time: 0.0130 memory: 9395 grad_norm: 2.4305 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.8104 loss: 3.8104 2022/08/14 07:28:34 - mmengine - INFO - Epoch(train) [8][3500/3757] lr: 3.0995e-02 eta: 3 days, 8:29:32 time: 0.3073 data_time: 0.0128 memory: 9395 grad_norm: 2.3692 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8699 loss: 3.8699 2022/08/14 07:29:05 - mmengine - INFO - Epoch(train) [8][3600/3757] lr: 3.1065e-02 eta: 3 days, 8:28:52 time: 0.3091 data_time: 0.0144 memory: 9395 grad_norm: 2.3873 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.8016 loss: 3.8016 2022/08/14 07:29:36 - mmengine - INFO - Epoch(train) [8][3700/3757] lr: 3.1136e-02 eta: 3 days, 8:28:13 time: 0.3071 data_time: 0.0127 memory: 9395 grad_norm: 2.4658 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8850 loss: 3.8850 2022/08/14 07:29:36 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 07:29:53 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 07:29:53 - mmengine - INFO - Epoch(train) [8][3757/3757] lr: 3.1176e-02 eta: 3 days, 8:27:58 time: 0.3013 data_time: 0.0129 memory: 9395 grad_norm: 2.4666 top1_acc: 0.2857 top5_acc: 0.7143 loss_cls: 3.6019 loss: 3.6019 2022/08/14 07:29:54 - mmengine - INFO - Saving checkpoint at 8 epochs 2022/08/14 07:30:28 - mmengine - INFO - Epoch(train) [9][100/3757] lr: 3.1246e-02 eta: 3 days, 8:25:04 time: 0.3087 data_time: 0.0135 memory: 9395 grad_norm: 2.3984 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.9069 loss: 3.9069 2022/08/14 07:30:59 - mmengine - INFO - Epoch(train) [9][200/3757] lr: 3.1317e-02 eta: 3 days, 8:24:28 time: 0.3088 data_time: 0.0124 memory: 9395 grad_norm: 2.5241 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.6762 loss: 3.6762 2022/08/14 07:31:30 - mmengine - INFO - Epoch(train) [9][300/3757] lr: 3.1387e-02 eta: 3 days, 8:23:49 time: 0.3098 data_time: 0.0151 memory: 9395 grad_norm: 2.4644 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 4.1881 loss: 4.1881 2022/08/14 07:32:00 - mmengine - INFO - Epoch(train) [9][400/3757] lr: 3.1458e-02 eta: 3 days, 8:23:10 time: 0.3097 data_time: 0.0133 memory: 9395 grad_norm: 2.4593 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9029 loss: 3.9029 2022/08/14 07:32:31 - mmengine - INFO - Epoch(train) [9][500/3757] lr: 3.1528e-02 eta: 3 days, 8:22:33 time: 0.3082 data_time: 0.0132 memory: 9395 grad_norm: 2.4155 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.8576 loss: 3.8576 2022/08/14 07:33:02 - mmengine - INFO - Epoch(train) [9][600/3757] lr: 3.1599e-02 eta: 3 days, 8:21:54 time: 0.3066 data_time: 0.0126 memory: 9395 grad_norm: 2.4745 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.8252 loss: 3.8252 2022/08/14 07:33:33 - mmengine - INFO - Epoch(train) [9][700/3757] lr: 3.1669e-02 eta: 3 days, 8:21:17 time: 0.3067 data_time: 0.0132 memory: 9395 grad_norm: 2.4369 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8922 loss: 3.8922 2022/08/14 07:34:04 - mmengine - INFO - Epoch(train) [9][800/3757] lr: 3.1740e-02 eta: 3 days, 8:20:37 time: 0.3055 data_time: 0.0136 memory: 9395 grad_norm: 2.4566 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7690 loss: 3.7690 2022/08/14 07:34:35 - mmengine - INFO - Epoch(train) [9][900/3757] lr: 3.1810e-02 eta: 3 days, 8:20:04 time: 0.3079 data_time: 0.0134 memory: 9395 grad_norm: 2.4583 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.8929 loss: 3.8929 2022/08/14 07:34:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 07:35:06 - mmengine - INFO - Epoch(train) [9][1000/3757] lr: 3.1881e-02 eta: 3 days, 8:19:30 time: 0.3082 data_time: 0.0138 memory: 9395 grad_norm: 2.4875 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0444 loss: 4.0444 2022/08/14 07:35:37 - mmengine - INFO - Epoch(train) [9][1100/3757] lr: 3.1951e-02 eta: 3 days, 8:18:50 time: 0.3076 data_time: 0.0141 memory: 9395 grad_norm: 2.4966 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.1271 loss: 4.1271 2022/08/14 07:36:07 - mmengine - INFO - Epoch(train) [9][1200/3757] lr: 3.2021e-02 eta: 3 days, 8:18:12 time: 0.3070 data_time: 0.0142 memory: 9395 grad_norm: 2.3792 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5436 loss: 3.5436 2022/08/14 07:36:38 - mmengine - INFO - Epoch(train) [9][1300/3757] lr: 3.2092e-02 eta: 3 days, 8:17:32 time: 0.3060 data_time: 0.0129 memory: 9395 grad_norm: 2.3745 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1170 loss: 4.1170 2022/08/14 07:37:09 - mmengine - INFO - Epoch(train) [9][1400/3757] lr: 3.2162e-02 eta: 3 days, 8:16:55 time: 0.3094 data_time: 0.0138 memory: 9395 grad_norm: 2.4532 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.8923 loss: 3.8923 2022/08/14 07:37:40 - mmengine - INFO - Epoch(train) [9][1500/3757] lr: 3.2233e-02 eta: 3 days, 8:16:16 time: 0.3069 data_time: 0.0131 memory: 9395 grad_norm: 2.5208 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5055 loss: 3.5055 2022/08/14 07:38:11 - mmengine - INFO - Epoch(train) [9][1600/3757] lr: 3.2303e-02 eta: 3 days, 8:15:38 time: 0.3070 data_time: 0.0126 memory: 9395 grad_norm: 2.3780 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.7087 loss: 3.7087 2022/08/14 07:38:42 - mmengine - INFO - Epoch(train) [9][1700/3757] lr: 3.2374e-02 eta: 3 days, 8:15:03 time: 0.3073 data_time: 0.0135 memory: 9395 grad_norm: 2.4795 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0239 loss: 4.0239 2022/08/14 07:39:12 - mmengine - INFO - Epoch(train) [9][1800/3757] lr: 3.2444e-02 eta: 3 days, 8:14:24 time: 0.3074 data_time: 0.0132 memory: 9395 grad_norm: 2.5539 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.9408 loss: 3.9408 2022/08/14 07:39:43 - mmengine - INFO - Epoch(train) [9][1900/3757] lr: 3.2515e-02 eta: 3 days, 8:13:49 time: 0.3078 data_time: 0.0131 memory: 9395 grad_norm: 2.4283 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7832 loss: 3.7832 2022/08/14 07:39:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 07:40:14 - mmengine - INFO - Epoch(train) [9][2000/3757] lr: 3.2585e-02 eta: 3 days, 8:13:14 time: 0.3099 data_time: 0.0134 memory: 9395 grad_norm: 2.5131 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9245 loss: 3.9245 2022/08/14 07:40:45 - mmengine - INFO - Epoch(train) [9][2100/3757] lr: 3.2656e-02 eta: 3 days, 8:12:35 time: 0.3088 data_time: 0.0146 memory: 9395 grad_norm: 2.4497 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.9823 loss: 3.9823 2022/08/14 07:41:16 - mmengine - INFO - Epoch(train) [9][2200/3757] lr: 3.2726e-02 eta: 3 days, 8:11:56 time: 0.3075 data_time: 0.0134 memory: 9395 grad_norm: 2.4488 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.7943 loss: 3.7943 2022/08/14 07:41:47 - mmengine - INFO - Epoch(train) [9][2300/3757] lr: 3.2796e-02 eta: 3 days, 8:11:19 time: 0.3117 data_time: 0.0150 memory: 9395 grad_norm: 2.4836 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 3.9000 loss: 3.9000 2022/08/14 07:42:18 - mmengine - INFO - Epoch(train) [9][2400/3757] lr: 3.2867e-02 eta: 3 days, 8:10:42 time: 0.3073 data_time: 0.0134 memory: 9395 grad_norm: 2.4728 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.8326 loss: 3.8326 2022/08/14 07:42:48 - mmengine - INFO - Epoch(train) [9][2500/3757] lr: 3.2937e-02 eta: 3 days, 8:10:05 time: 0.3069 data_time: 0.0133 memory: 9395 grad_norm: 2.4323 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8700 loss: 3.8700 2022/08/14 07:43:19 - mmengine - INFO - Epoch(train) [9][2600/3757] lr: 3.3008e-02 eta: 3 days, 8:09:28 time: 0.3081 data_time: 0.0133 memory: 9395 grad_norm: 2.4515 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8321 loss: 3.8321 2022/08/14 07:43:50 - mmengine - INFO - Epoch(train) [9][2700/3757] lr: 3.3078e-02 eta: 3 days, 8:08:51 time: 0.3068 data_time: 0.0126 memory: 9395 grad_norm: 2.4595 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.6077 loss: 3.6077 2022/08/14 07:44:21 - mmengine - INFO - Epoch(train) [9][2800/3757] lr: 3.3149e-02 eta: 3 days, 8:08:14 time: 0.3058 data_time: 0.0129 memory: 9395 grad_norm: 2.4734 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.9100 loss: 3.9100 2022/08/14 07:44:52 - mmengine - INFO - Epoch(train) [9][2900/3757] lr: 3.3219e-02 eta: 3 days, 8:07:36 time: 0.3068 data_time: 0.0129 memory: 9395 grad_norm: 2.5029 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8423 loss: 3.8423 2022/08/14 07:45:05 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 07:45:23 - mmengine - INFO - Epoch(train) [9][3000/3757] lr: 3.3290e-02 eta: 3 days, 8:06:59 time: 0.3065 data_time: 0.0134 memory: 9395 grad_norm: 2.5074 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.7046 loss: 3.7046 2022/08/14 07:45:53 - mmengine - INFO - Epoch(train) [9][3100/3757] lr: 3.3360e-02 eta: 3 days, 8:06:20 time: 0.3071 data_time: 0.0136 memory: 9395 grad_norm: 2.4496 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.1956 loss: 4.1956 2022/08/14 07:46:25 - mmengine - INFO - Epoch(train) [9][3200/3757] lr: 3.3431e-02 eta: 3 days, 8:05:51 time: 0.3204 data_time: 0.0124 memory: 9395 grad_norm: 2.5018 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7510 loss: 3.7510 2022/08/14 07:46:55 - mmengine - INFO - Epoch(train) [9][3300/3757] lr: 3.3501e-02 eta: 3 days, 8:05:16 time: 0.3110 data_time: 0.0139 memory: 9395 grad_norm: 2.4890 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9574 loss: 3.9574 2022/08/14 07:47:26 - mmengine - INFO - Epoch(train) [9][3400/3757] lr: 3.3571e-02 eta: 3 days, 8:04:38 time: 0.3071 data_time: 0.0131 memory: 9395 grad_norm: 2.5249 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6726 loss: 3.6726 2022/08/14 07:47:57 - mmengine - INFO - Epoch(train) [9][3500/3757] lr: 3.3642e-02 eta: 3 days, 8:04:01 time: 0.3101 data_time: 0.0139 memory: 9395 grad_norm: 2.4743 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.7866 loss: 3.7866 2022/08/14 07:48:28 - mmengine - INFO - Epoch(train) [9][3600/3757] lr: 3.3712e-02 eta: 3 days, 8:03:22 time: 0.3081 data_time: 0.0128 memory: 9395 grad_norm: 2.4474 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6881 loss: 3.6881 2022/08/14 07:48:59 - mmengine - INFO - Epoch(train) [9][3700/3757] lr: 3.3783e-02 eta: 3 days, 8:02:47 time: 0.3081 data_time: 0.0138 memory: 9395 grad_norm: 2.5436 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5954 loss: 3.5954 2022/08/14 07:49:16 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 07:49:16 - mmengine - INFO - Epoch(train) [9][3757/3757] lr: 3.3823e-02 eta: 3 days, 8:02:31 time: 0.3102 data_time: 0.0143 memory: 9395 grad_norm: 2.5415 top1_acc: 0.0000 top5_acc: 0.1429 loss_cls: 3.9473 loss: 3.9473 2022/08/14 07:49:49 - mmengine - INFO - Epoch(train) [10][100/3757] lr: 3.3893e-02 eta: 3 days, 8:00:12 time: 0.3074 data_time: 0.0144 memory: 9395 grad_norm: 2.4010 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.6945 loss: 3.6945 2022/08/14 07:50:16 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 07:50:20 - mmengine - INFO - Epoch(train) [10][200/3757] lr: 3.3964e-02 eta: 3 days, 7:59:38 time: 0.3120 data_time: 0.0148 memory: 9395 grad_norm: 2.4912 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7998 loss: 3.7998 2022/08/14 07:50:51 - mmengine - INFO - Epoch(train) [10][300/3757] lr: 3.4034e-02 eta: 3 days, 7:59:01 time: 0.3076 data_time: 0.0133 memory: 9395 grad_norm: 2.5023 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7173 loss: 3.7173 2022/08/14 07:51:22 - mmengine - INFO - Epoch(train) [10][400/3757] lr: 3.4105e-02 eta: 3 days, 7:58:23 time: 0.3070 data_time: 0.0133 memory: 9395 grad_norm: 2.5220 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.6438 loss: 3.6438 2022/08/14 07:51:53 - mmengine - INFO - Epoch(train) [10][500/3757] lr: 3.4175e-02 eta: 3 days, 7:57:48 time: 0.3081 data_time: 0.0134 memory: 9395 grad_norm: 2.5126 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.7158 loss: 3.7158 2022/08/14 07:52:23 - mmengine - INFO - Epoch(train) [10][600/3757] lr: 3.4246e-02 eta: 3 days, 7:57:13 time: 0.3069 data_time: 0.0126 memory: 9395 grad_norm: 2.4954 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.7033 loss: 3.7033 2022/08/14 07:52:54 - mmengine - INFO - Epoch(train) [10][700/3757] lr: 3.4316e-02 eta: 3 days, 7:56:35 time: 0.3059 data_time: 0.0133 memory: 9395 grad_norm: 2.5104 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8169 loss: 3.8169 2022/08/14 07:53:25 - mmengine - INFO - Epoch(train) [10][800/3757] lr: 3.4387e-02 eta: 3 days, 7:56:01 time: 0.3083 data_time: 0.0143 memory: 9395 grad_norm: 2.5013 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6126 loss: 3.6126 2022/08/14 07:53:56 - mmengine - INFO - Epoch(train) [10][900/3757] lr: 3.4457e-02 eta: 3 days, 7:55:23 time: 0.3071 data_time: 0.0128 memory: 9395 grad_norm: 2.5524 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.8362 loss: 3.8362 2022/08/14 07:54:27 - mmengine - INFO - Epoch(train) [10][1000/3757] lr: 3.4528e-02 eta: 3 days, 7:54:45 time: 0.3066 data_time: 0.0132 memory: 9395 grad_norm: 2.4549 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.7871 loss: 3.7871 2022/08/14 07:54:58 - mmengine - INFO - Epoch(train) [10][1100/3757] lr: 3.4598e-02 eta: 3 days, 7:54:08 time: 0.3077 data_time: 0.0123 memory: 9395 grad_norm: 2.4501 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9749 loss: 3.9749 2022/08/14 07:55:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 07:55:28 - mmengine - INFO - Epoch(train) [10][1200/3757] lr: 3.4668e-02 eta: 3 days, 7:53:31 time: 0.3073 data_time: 0.0141 memory: 9395 grad_norm: 2.5220 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5299 loss: 3.5299 2022/08/14 07:55:59 - mmengine - INFO - Epoch(train) [10][1300/3757] lr: 3.4739e-02 eta: 3 days, 7:52:54 time: 0.3077 data_time: 0.0129 memory: 9395 grad_norm: 2.4684 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5631 loss: 3.5631 2022/08/14 07:56:30 - mmengine - INFO - Epoch(train) [10][1400/3757] lr: 3.4809e-02 eta: 3 days, 7:52:19 time: 0.3123 data_time: 0.0132 memory: 9395 grad_norm: 2.4641 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.8874 loss: 3.8874 2022/08/14 07:57:01 - mmengine - INFO - Epoch(train) [10][1500/3757] lr: 3.4880e-02 eta: 3 days, 7:51:45 time: 0.3069 data_time: 0.0132 memory: 9395 grad_norm: 2.5922 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.6232 loss: 3.6232 2022/08/14 07:57:32 - mmengine - INFO - Epoch(train) [10][1600/3757] lr: 3.4950e-02 eta: 3 days, 7:51:07 time: 0.3063 data_time: 0.0128 memory: 9395 grad_norm: 2.4876 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6775 loss: 3.6775 2022/08/14 07:58:03 - mmengine - INFO - Epoch(train) [10][1700/3757] lr: 3.5021e-02 eta: 3 days, 7:50:31 time: 0.3079 data_time: 0.0134 memory: 9395 grad_norm: 2.4883 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.7624 loss: 3.7624 2022/08/14 07:58:33 - mmengine - INFO - Epoch(train) [10][1800/3757] lr: 3.5091e-02 eta: 3 days, 7:49:55 time: 0.3119 data_time: 0.0141 memory: 9395 grad_norm: 2.4439 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.7296 loss: 3.7296 2022/08/14 07:59:04 - mmengine - INFO - Epoch(train) [10][1900/3757] lr: 3.5162e-02 eta: 3 days, 7:49:19 time: 0.3086 data_time: 0.0131 memory: 9395 grad_norm: 2.4738 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.5782 loss: 3.5782 2022/08/14 07:59:35 - mmengine - INFO - Epoch(train) [10][2000/3757] lr: 3.5232e-02 eta: 3 days, 7:48:45 time: 0.3117 data_time: 0.0140 memory: 9395 grad_norm: 2.4949 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.6446 loss: 3.6446 2022/08/14 08:00:06 - mmengine - INFO - Epoch(train) [10][2100/3757] lr: 3.5303e-02 eta: 3 days, 7:48:09 time: 0.3083 data_time: 0.0141 memory: 9395 grad_norm: 2.5856 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8053 loss: 3.8053 2022/08/14 08:00:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 08:00:37 - mmengine - INFO - Epoch(train) [10][2200/3757] lr: 3.5373e-02 eta: 3 days, 7:47:33 time: 0.3066 data_time: 0.0132 memory: 9395 grad_norm: 2.4689 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.8548 loss: 3.8548 2022/08/14 08:01:08 - mmengine - INFO - Epoch(train) [10][2300/3757] lr: 3.5444e-02 eta: 3 days, 7:46:54 time: 0.3074 data_time: 0.0135 memory: 9395 grad_norm: 2.5078 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.5629 loss: 3.5629 2022/08/14 08:01:38 - mmengine - INFO - Epoch(train) [10][2400/3757] lr: 3.5514e-02 eta: 3 days, 7:46:18 time: 0.3086 data_time: 0.0138 memory: 9395 grad_norm: 2.4995 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.7602 loss: 3.7602 2022/08/14 08:02:09 - mmengine - INFO - Epoch(train) [10][2500/3757] lr: 3.5584e-02 eta: 3 days, 7:45:42 time: 0.3098 data_time: 0.0138 memory: 9395 grad_norm: 2.4394 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5153 loss: 3.5153 2022/08/14 08:02:40 - mmengine - INFO - Epoch(train) [10][2600/3757] lr: 3.5655e-02 eta: 3 days, 7:45:05 time: 0.3074 data_time: 0.0138 memory: 9395 grad_norm: 2.4308 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.5657 loss: 3.5657 2022/08/14 08:03:11 - mmengine - INFO - Epoch(train) [10][2700/3757] lr: 3.5725e-02 eta: 3 days, 7:44:29 time: 0.3071 data_time: 0.0135 memory: 9395 grad_norm: 2.5328 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 3.8430 loss: 3.8430 2022/08/14 08:03:42 - mmengine - INFO - Epoch(train) [10][2800/3757] lr: 3.5796e-02 eta: 3 days, 7:43:54 time: 0.3083 data_time: 0.0130 memory: 9395 grad_norm: 2.4467 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6664 loss: 3.6664 2022/08/14 08:04:13 - mmengine - INFO - Epoch(train) [10][2900/3757] lr: 3.5866e-02 eta: 3 days, 7:43:18 time: 0.3080 data_time: 0.0134 memory: 9395 grad_norm: 2.4915 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6947 loss: 3.6947 2022/08/14 08:04:44 - mmengine - INFO - Epoch(train) [10][3000/3757] lr: 3.5937e-02 eta: 3 days, 7:42:46 time: 0.3078 data_time: 0.0134 memory: 9395 grad_norm: 2.4017 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.7771 loss: 3.7771 2022/08/14 08:05:15 - mmengine - INFO - Epoch(train) [10][3100/3757] lr: 3.6007e-02 eta: 3 days, 7:42:11 time: 0.3113 data_time: 0.0137 memory: 9395 grad_norm: 2.5442 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7707 loss: 3.7707 2022/08/14 08:05:41 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 08:05:45 - mmengine - INFO - Epoch(train) [10][3200/3757] lr: 3.6078e-02 eta: 3 days, 7:41:37 time: 0.3088 data_time: 0.0136 memory: 9395 grad_norm: 2.5233 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0216 loss: 4.0216 2022/08/14 08:06:16 - mmengine - INFO - Epoch(train) [10][3300/3757] lr: 3.6148e-02 eta: 3 days, 7:41:00 time: 0.3076 data_time: 0.0125 memory: 9395 grad_norm: 2.4887 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.5040 loss: 3.5040 2022/08/14 08:06:47 - mmengine - INFO - Epoch(train) [10][3400/3757] lr: 3.6219e-02 eta: 3 days, 7:40:25 time: 0.3089 data_time: 0.0145 memory: 9395 grad_norm: 2.4787 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.9241 loss: 3.9241 2022/08/14 08:07:18 - mmengine - INFO - Epoch(train) [10][3500/3757] lr: 3.6289e-02 eta: 3 days, 7:39:50 time: 0.3088 data_time: 0.0131 memory: 9395 grad_norm: 2.5530 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5055 loss: 3.5055 2022/08/14 08:07:49 - mmengine - INFO - Epoch(train) [10][3600/3757] lr: 3.6359e-02 eta: 3 days, 7:39:13 time: 0.3080 data_time: 0.0157 memory: 9395 grad_norm: 2.5196 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.7717 loss: 3.7717 2022/08/14 08:08:20 - mmengine - INFO - Epoch(train) [10][3700/3757] lr: 3.6430e-02 eta: 3 days, 7:38:37 time: 0.3076 data_time: 0.0144 memory: 9395 grad_norm: 2.4969 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.6874 loss: 3.6874 2022/08/14 08:08:37 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 08:08:37 - mmengine - INFO - Epoch(train) [10][3757/3757] lr: 3.6470e-02 eta: 3 days, 7:38:23 time: 0.3076 data_time: 0.0141 memory: 9395 grad_norm: 2.4643 top1_acc: 0.2857 top5_acc: 0.2857 loss_cls: 3.7656 loss: 3.7656 2022/08/14 08:08:56 - mmengine - INFO - Epoch(val) [10][100/310] eta: 0:00:41 time: 0.1968 data_time: 0.1037 memory: 1523 2022/08/14 08:09:14 - mmengine - INFO - Epoch(val) [10][200/310] eta: 0:00:16 time: 0.1520 data_time: 0.0564 memory: 1523 2022/08/14 08:09:31 - mmengine - INFO - Epoch(val) [10][300/310] eta: 0:00:01 time: 0.1662 data_time: 0.0733 memory: 1523 2022/08/14 08:09:35 - mmengine - INFO - Epoch(val) [10][310/310] acc/top1: 0.2614 acc/top5: 0.5260 acc/mean1: 0.2614 2022/08/14 08:09:35 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr/best_acc/top1_epoch_6.pth is removed 2022/08/14 08:09:36 - mmengine - INFO - The best checkpoint with 0.2614 acc/top1 at 11 epoch is saved to best_acc/top1_epoch_11.pth. 2022/08/14 08:10:08 - mmengine - INFO - Epoch(train) [11][100/3757] lr: 3.6541e-02 eta: 3 days, 7:35:54 time: 0.3079 data_time: 0.0129 memory: 9395 grad_norm: 2.5202 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.9721 loss: 3.9721 2022/08/14 08:10:39 - mmengine - INFO - Epoch(train) [11][200/3757] lr: 3.6611e-02 eta: 3 days, 7:35:17 time: 0.3080 data_time: 0.0138 memory: 9395 grad_norm: 2.5140 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5610 loss: 3.5610 2022/08/14 08:11:10 - mmengine - INFO - Epoch(train) [11][300/3757] lr: 3.6681e-02 eta: 3 days, 7:34:42 time: 0.3083 data_time: 0.0144 memory: 9395 grad_norm: 2.5254 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.7520 loss: 3.7520 2022/08/14 08:11:41 - mmengine - INFO - Epoch(train) [11][400/3757] lr: 3.6752e-02 eta: 3 days, 7:34:09 time: 0.3064 data_time: 0.0130 memory: 9395 grad_norm: 2.4405 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5162 loss: 3.5162 2022/08/14 08:11:50 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 08:12:11 - mmengine - INFO - Epoch(train) [11][500/3757] lr: 3.6822e-02 eta: 3 days, 7:33:34 time: 0.3073 data_time: 0.0131 memory: 9395 grad_norm: 2.5287 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.8673 loss: 3.8673 2022/08/14 08:12:42 - mmengine - INFO - Epoch(train) [11][600/3757] lr: 3.6893e-02 eta: 3 days, 7:33:00 time: 0.3077 data_time: 0.0136 memory: 9395 grad_norm: 2.5605 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5891 loss: 3.5891 2022/08/14 08:13:13 - mmengine - INFO - Epoch(train) [11][700/3757] lr: 3.6963e-02 eta: 3 days, 7:32:27 time: 0.3065 data_time: 0.0128 memory: 9395 grad_norm: 2.5770 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.9118 loss: 3.9118 2022/08/14 08:13:44 - mmengine - INFO - Epoch(train) [11][800/3757] lr: 3.7034e-02 eta: 3 days, 7:31:52 time: 0.3072 data_time: 0.0134 memory: 9395 grad_norm: 2.5536 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.5685 loss: 3.5685 2022/08/14 08:14:15 - mmengine - INFO - Epoch(train) [11][900/3757] lr: 3.7104e-02 eta: 3 days, 7:31:18 time: 0.3066 data_time: 0.0128 memory: 9395 grad_norm: 2.5955 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.6916 loss: 3.6916 2022/08/14 08:14:46 - mmengine - INFO - Epoch(train) [11][1000/3757] lr: 3.7175e-02 eta: 3 days, 7:30:43 time: 0.3086 data_time: 0.0149 memory: 9395 grad_norm: 2.4852 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7549 loss: 3.7549 2022/08/14 08:15:17 - mmengine - INFO - Epoch(train) [11][1100/3757] lr: 3.7245e-02 eta: 3 days, 7:30:09 time: 0.3095 data_time: 0.0132 memory: 9395 grad_norm: 2.4685 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5325 loss: 3.5325 2022/08/14 08:15:48 - mmengine - INFO - Epoch(train) [11][1200/3757] lr: 3.7316e-02 eta: 3 days, 7:29:35 time: 0.3093 data_time: 0.0136 memory: 9395 grad_norm: 2.4967 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4710 loss: 3.4710 2022/08/14 08:16:18 - mmengine - INFO - Epoch(train) [11][1300/3757] lr: 3.7386e-02 eta: 3 days, 7:29:00 time: 0.3071 data_time: 0.0141 memory: 9395 grad_norm: 2.5435 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.6191 loss: 3.6191 2022/08/14 08:16:49 - mmengine - INFO - Epoch(train) [11][1400/3757] lr: 3.7456e-02 eta: 3 days, 7:28:22 time: 0.3064 data_time: 0.0136 memory: 9395 grad_norm: 2.5049 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8023 loss: 3.8023 2022/08/14 08:16:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 08:17:20 - mmengine - INFO - Epoch(train) [11][1500/3757] lr: 3.7527e-02 eta: 3 days, 7:27:50 time: 0.3102 data_time: 0.0142 memory: 9395 grad_norm: 2.4508 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3700 loss: 3.3700 2022/08/14 08:17:51 - mmengine - INFO - Epoch(train) [11][1600/3757] lr: 3.7597e-02 eta: 3 days, 7:27:14 time: 0.3066 data_time: 0.0134 memory: 9395 grad_norm: 2.4962 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6800 loss: 3.6800 2022/08/14 08:18:22 - mmengine - INFO - Epoch(train) [11][1700/3757] lr: 3.7668e-02 eta: 3 days, 7:26:40 time: 0.3073 data_time: 0.0134 memory: 9395 grad_norm: 2.4896 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5406 loss: 3.5406 2022/08/14 08:18:53 - mmengine - INFO - Epoch(train) [11][1800/3757] lr: 3.7738e-02 eta: 3 days, 7:26:03 time: 0.3071 data_time: 0.0132 memory: 9395 grad_norm: 2.5049 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.6383 loss: 3.6383 2022/08/14 08:19:23 - mmengine - INFO - Epoch(train) [11][1900/3757] lr: 3.7809e-02 eta: 3 days, 7:25:28 time: 0.3068 data_time: 0.0125 memory: 9395 grad_norm: 2.4760 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.7061 loss: 3.7061 2022/08/14 08:19:54 - mmengine - INFO - Epoch(train) [11][2000/3757] lr: 3.7879e-02 eta: 3 days, 7:24:53 time: 0.3069 data_time: 0.0136 memory: 9395 grad_norm: 2.4849 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.7834 loss: 3.7834 2022/08/14 08:20:25 - mmengine - INFO - Epoch(train) [11][2100/3757] lr: 3.7950e-02 eta: 3 days, 7:24:21 time: 0.3073 data_time: 0.0127 memory: 9395 grad_norm: 2.5701 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.6901 loss: 3.6901 2022/08/14 08:20:56 - mmengine - INFO - Epoch(train) [11][2200/3757] lr: 3.8020e-02 eta: 3 days, 7:23:49 time: 0.3162 data_time: 0.0147 memory: 9395 grad_norm: 2.5052 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4218 loss: 3.4218 2022/08/14 08:21:27 - mmengine - INFO - Epoch(train) [11][2300/3757] lr: 3.8091e-02 eta: 3 days, 7:23:16 time: 0.3083 data_time: 0.0130 memory: 9395 grad_norm: 2.5332 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3982 loss: 3.3982 2022/08/14 08:21:58 - mmengine - INFO - Epoch(train) [11][2400/3757] lr: 3.8161e-02 eta: 3 days, 7:22:43 time: 0.3087 data_time: 0.0135 memory: 9395 grad_norm: 2.4783 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4790 loss: 3.4790 2022/08/14 08:22:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 08:22:29 - mmengine - INFO - Epoch(train) [11][2500/3757] lr: 3.8232e-02 eta: 3 days, 7:22:11 time: 0.3101 data_time: 0.0143 memory: 9395 grad_norm: 2.4927 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.8320 loss: 3.8320 2022/08/14 08:23:00 - mmengine - INFO - Epoch(train) [11][2600/3757] lr: 3.8302e-02 eta: 3 days, 7:21:36 time: 0.3098 data_time: 0.0140 memory: 9395 grad_norm: 2.5326 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5907 loss: 3.5907 2022/08/14 08:23:31 - mmengine - INFO - Epoch(train) [11][2700/3757] lr: 3.8372e-02 eta: 3 days, 7:21:02 time: 0.3070 data_time: 0.0134 memory: 9395 grad_norm: 2.4929 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.7555 loss: 3.7555 2022/08/14 08:24:02 - mmengine - INFO - Epoch(train) [11][2800/3757] lr: 3.8443e-02 eta: 3 days, 7:20:27 time: 0.3095 data_time: 0.0143 memory: 9395 grad_norm: 2.5684 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7100 loss: 3.7100 2022/08/14 08:24:32 - mmengine - INFO - Epoch(train) [11][2900/3757] lr: 3.8513e-02 eta: 3 days, 7:19:54 time: 0.3080 data_time: 0.0129 memory: 9395 grad_norm: 2.5065 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.5672 loss: 3.5672 2022/08/14 08:25:03 - mmengine - INFO - Epoch(train) [11][3000/3757] lr: 3.8584e-02 eta: 3 days, 7:19:21 time: 0.3067 data_time: 0.0130 memory: 9395 grad_norm: 2.5441 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.5114 loss: 3.5114 2022/08/14 08:25:34 - mmengine - INFO - Epoch(train) [11][3100/3757] lr: 3.8654e-02 eta: 3 days, 7:18:46 time: 0.3068 data_time: 0.0127 memory: 9395 grad_norm: 2.4892 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.5177 loss: 3.5177 2022/08/14 08:26:05 - mmengine - INFO - Epoch(train) [11][3200/3757] lr: 3.8725e-02 eta: 3 days, 7:18:14 time: 0.3079 data_time: 0.0143 memory: 9395 grad_norm: 2.5164 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4934 loss: 3.4934 2022/08/14 08:26:36 - mmengine - INFO - Epoch(train) [11][3300/3757] lr: 3.8795e-02 eta: 3 days, 7:17:39 time: 0.3076 data_time: 0.0126 memory: 9395 grad_norm: 2.5279 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5782 loss: 3.5782 2022/08/14 08:27:07 - mmengine - INFO - Epoch(train) [11][3400/3757] lr: 3.8866e-02 eta: 3 days, 7:17:05 time: 0.3083 data_time: 0.0138 memory: 9395 grad_norm: 2.5152 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.8368 loss: 3.8368 2022/08/14 08:27:16 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 08:27:38 - mmengine - INFO - Epoch(train) [11][3500/3757] lr: 3.8936e-02 eta: 3 days, 7:16:32 time: 0.3078 data_time: 0.0136 memory: 9395 grad_norm: 2.4636 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5956 loss: 3.5956 2022/08/14 08:28:09 - mmengine - INFO - Epoch(train) [11][3600/3757] lr: 3.9007e-02 eta: 3 days, 7:15:57 time: 0.3081 data_time: 0.0133 memory: 9395 grad_norm: 2.5354 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4211 loss: 3.4211 2022/08/14 08:28:40 - mmengine - INFO - Epoch(train) [11][3700/3757] lr: 3.9077e-02 eta: 3 days, 7:15:26 time: 0.3082 data_time: 0.0128 memory: 9395 grad_norm: 2.5140 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9261 loss: 3.9261 2022/08/14 08:28:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 08:28:57 - mmengine - INFO - Epoch(train) [11][3757/3757] lr: 3.9117e-02 eta: 3 days, 7:15:13 time: 0.3042 data_time: 0.0132 memory: 9395 grad_norm: 2.5066 top1_acc: 0.2857 top5_acc: 0.4286 loss_cls: 3.6192 loss: 3.6192 2022/08/14 08:29:30 - mmengine - INFO - Epoch(train) [12][100/3757] lr: 3.9188e-02 eta: 3 days, 7:13:12 time: 0.3076 data_time: 0.0131 memory: 9395 grad_norm: 2.5951 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2285 loss: 3.2285 2022/08/14 08:30:00 - mmengine - INFO - Epoch(train) [12][200/3757] lr: 3.9258e-02 eta: 3 days, 7:12:37 time: 0.3099 data_time: 0.0143 memory: 9395 grad_norm: 2.5291 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4340 loss: 3.4340 2022/08/14 08:30:31 - mmengine - INFO - Epoch(train) [12][300/3757] lr: 3.9329e-02 eta: 3 days, 7:12:02 time: 0.3083 data_time: 0.0132 memory: 9395 grad_norm: 2.5351 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.6599 loss: 3.6599 2022/08/14 08:31:02 - mmengine - INFO - Epoch(train) [12][400/3757] lr: 3.9399e-02 eta: 3 days, 7:11:29 time: 0.3110 data_time: 0.0141 memory: 9395 grad_norm: 2.5178 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6156 loss: 3.6156 2022/08/14 08:31:33 - mmengine - INFO - Epoch(train) [12][500/3757] lr: 3.9469e-02 eta: 3 days, 7:10:55 time: 0.3073 data_time: 0.0145 memory: 9395 grad_norm: 2.5601 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4824 loss: 3.4824 2022/08/14 08:32:04 - mmengine - INFO - Epoch(train) [12][600/3757] lr: 3.9540e-02 eta: 3 days, 7:10:20 time: 0.3079 data_time: 0.0137 memory: 9395 grad_norm: 2.6445 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5538 loss: 3.5538 2022/08/14 08:32:26 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 08:32:35 - mmengine - INFO - Epoch(train) [12][700/3757] lr: 3.9610e-02 eta: 3 days, 7:09:45 time: 0.3072 data_time: 0.0129 memory: 9395 grad_norm: 2.5886 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6367 loss: 3.6367 2022/08/14 08:33:06 - mmengine - INFO - Epoch(train) [12][800/3757] lr: 3.9681e-02 eta: 3 days, 7:09:13 time: 0.3072 data_time: 0.0127 memory: 9395 grad_norm: 2.5960 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4021 loss: 3.4021 2022/08/14 08:33:36 - mmengine - INFO - Epoch(train) [12][900/3757] lr: 3.9751e-02 eta: 3 days, 7:08:38 time: 0.3073 data_time: 0.0129 memory: 9395 grad_norm: 2.5030 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7033 loss: 3.7033 2022/08/14 08:34:07 - mmengine - INFO - Epoch(train) [12][1000/3757] lr: 3.9822e-02 eta: 3 days, 7:08:04 time: 0.3077 data_time: 0.0128 memory: 9395 grad_norm: 2.4898 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4638 loss: 3.4638 2022/08/14 08:34:38 - mmengine - INFO - Epoch(train) [12][1100/3757] lr: 3.9892e-02 eta: 3 days, 7:07:32 time: 0.3091 data_time: 0.0141 memory: 9395 grad_norm: 2.5103 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.4796 loss: 3.4796 2022/08/14 08:35:09 - mmengine - INFO - Epoch(train) [12][1200/3757] lr: 3.9963e-02 eta: 3 days, 7:06:58 time: 0.3075 data_time: 0.0128 memory: 9395 grad_norm: 2.5343 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8187 loss: 3.8187 2022/08/14 08:35:40 - mmengine - INFO - Epoch(train) [12][1300/3757] lr: 4.0033e-02 eta: 3 days, 7:06:26 time: 0.3100 data_time: 0.0133 memory: 9395 grad_norm: 2.5282 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7522 loss: 3.7522 2022/08/14 08:36:11 - mmengine - INFO - Epoch(train) [12][1400/3757] lr: 4.0104e-02 eta: 3 days, 7:05:52 time: 0.3075 data_time: 0.0129 memory: 9395 grad_norm: 2.5633 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.6442 loss: 3.6442 2022/08/14 08:36:42 - mmengine - INFO - Epoch(train) [12][1500/3757] lr: 4.0174e-02 eta: 3 days, 7:05:18 time: 0.3082 data_time: 0.0148 memory: 9395 grad_norm: 2.4803 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.4803 loss: 3.4803 2022/08/14 08:37:13 - mmengine - INFO - Epoch(train) [12][1600/3757] lr: 4.0244e-02 eta: 3 days, 7:04:43 time: 0.3078 data_time: 0.0133 memory: 9395 grad_norm: 2.5738 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.9383 loss: 3.9383 2022/08/14 08:37:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 08:37:43 - mmengine - INFO - Epoch(train) [12][1700/3757] lr: 4.0315e-02 eta: 3 days, 7:04:11 time: 0.3081 data_time: 0.0147 memory: 9395 grad_norm: 2.5130 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4660 loss: 3.4660 2022/08/14 08:38:14 - mmengine - INFO - Epoch(train) [12][1800/3757] lr: 4.0385e-02 eta: 3 days, 7:03:37 time: 0.3080 data_time: 0.0138 memory: 9395 grad_norm: 2.5678 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5151 loss: 3.5151 2022/08/14 08:38:45 - mmengine - INFO - Epoch(train) [12][1900/3757] lr: 4.0456e-02 eta: 3 days, 7:03:04 time: 0.3087 data_time: 0.0133 memory: 9395 grad_norm: 2.5101 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7023 loss: 3.7023 2022/08/14 08:39:16 - mmengine - INFO - Epoch(train) [12][2000/3757] lr: 4.0526e-02 eta: 3 days, 7:02:31 time: 0.3077 data_time: 0.0130 memory: 9395 grad_norm: 2.5528 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.4145 loss: 3.4145 2022/08/14 08:39:47 - mmengine - INFO - Epoch(train) [12][2100/3757] lr: 4.0597e-02 eta: 3 days, 7:02:00 time: 0.3080 data_time: 0.0132 memory: 9395 grad_norm: 2.5270 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7672 loss: 3.7672 2022/08/14 08:40:18 - mmengine - INFO - Epoch(train) [12][2200/3757] lr: 4.0667e-02 eta: 3 days, 7:01:26 time: 0.3079 data_time: 0.0129 memory: 9395 grad_norm: 2.5548 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.5760 loss: 3.5760 2022/08/14 08:40:49 - mmengine - INFO - Epoch(train) [12][2300/3757] lr: 4.0738e-02 eta: 3 days, 7:00:54 time: 0.3067 data_time: 0.0144 memory: 9395 grad_norm: 2.4767 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5278 loss: 3.5278 2022/08/14 08:41:20 - mmengine - INFO - Epoch(train) [12][2400/3757] lr: 4.0808e-02 eta: 3 days, 7:00:20 time: 0.3088 data_time: 0.0134 memory: 9395 grad_norm: 2.5371 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.7027 loss: 3.7027 2022/08/14 08:41:51 - mmengine - INFO - Epoch(train) [12][2500/3757] lr: 4.0879e-02 eta: 3 days, 6:59:50 time: 0.3127 data_time: 0.0148 memory: 9395 grad_norm: 2.5090 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5995 loss: 3.5995 2022/08/14 08:42:22 - mmengine - INFO - Epoch(train) [12][2600/3757] lr: 4.0949e-02 eta: 3 days, 6:59:17 time: 0.3076 data_time: 0.0135 memory: 9395 grad_norm: 2.4717 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2391 loss: 3.2391 2022/08/14 08:42:44 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 08:42:52 - mmengine - INFO - Epoch(train) [12][2700/3757] lr: 4.1020e-02 eta: 3 days, 6:58:43 time: 0.3090 data_time: 0.0138 memory: 9395 grad_norm: 2.5729 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2035 loss: 3.2035 2022/08/14 08:43:23 - mmengine - INFO - Epoch(train) [12][2800/3757] lr: 4.1090e-02 eta: 3 days, 6:58:10 time: 0.3072 data_time: 0.0135 memory: 9395 grad_norm: 2.5313 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.5727 loss: 3.5727 2022/08/14 08:43:54 - mmengine - INFO - Epoch(train) [12][2900/3757] lr: 4.1160e-02 eta: 3 days, 6:57:36 time: 0.3076 data_time: 0.0138 memory: 9395 grad_norm: 2.4926 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6863 loss: 3.6863 2022/08/14 08:44:25 - mmengine - INFO - Epoch(train) [12][3000/3757] lr: 4.1231e-02 eta: 3 days, 6:57:04 time: 0.3079 data_time: 0.0133 memory: 9395 grad_norm: 2.5236 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1616 loss: 3.1616 2022/08/14 08:44:56 - mmengine - INFO - Epoch(train) [12][3100/3757] lr: 4.1301e-02 eta: 3 days, 6:56:31 time: 0.3073 data_time: 0.0135 memory: 9395 grad_norm: 2.5423 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2705 loss: 3.2705 2022/08/14 08:45:27 - mmengine - INFO - Epoch(train) [12][3200/3757] lr: 4.1372e-02 eta: 3 days, 6:55:57 time: 0.3056 data_time: 0.0122 memory: 9395 grad_norm: 2.5343 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5279 loss: 3.5279 2022/08/14 08:45:58 - mmengine - INFO - Epoch(train) [12][3300/3757] lr: 4.1442e-02 eta: 3 days, 6:55:22 time: 0.3076 data_time: 0.0131 memory: 9395 grad_norm: 2.5147 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3442 loss: 3.3442 2022/08/14 08:46:29 - mmengine - INFO - Epoch(train) [12][3400/3757] lr: 4.1513e-02 eta: 3 days, 6:54:50 time: 0.3091 data_time: 0.0130 memory: 9395 grad_norm: 2.5118 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4099 loss: 3.4099 2022/08/14 08:47:00 - mmengine - INFO - Epoch(train) [12][3500/3757] lr: 4.1583e-02 eta: 3 days, 6:54:17 time: 0.3080 data_time: 0.0141 memory: 9395 grad_norm: 2.4350 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3682 loss: 3.3682 2022/08/14 08:47:30 - mmengine - INFO - Epoch(train) [12][3600/3757] lr: 4.1654e-02 eta: 3 days, 6:53:44 time: 0.3082 data_time: 0.0139 memory: 9395 grad_norm: 2.5794 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.0537 loss: 4.0537 2022/08/14 08:47:53 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 08:48:01 - mmengine - INFO - Epoch(train) [12][3700/3757] lr: 4.1724e-02 eta: 3 days, 6:53:11 time: 0.3086 data_time: 0.0149 memory: 9395 grad_norm: 2.5379 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.2074 loss: 3.2074 2022/08/14 08:48:19 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 08:48:19 - mmengine - INFO - Epoch(train) [12][3757/3757] lr: 4.1764e-02 eta: 3 days, 6:52:57 time: 0.3050 data_time: 0.0138 memory: 9395 grad_norm: 2.4948 top1_acc: 0.4286 top5_acc: 0.5714 loss_cls: 3.4921 loss: 3.4921 2022/08/14 08:48:19 - mmengine - INFO - Saving checkpoint at 12 epochs 2022/08/14 08:48:53 - mmengine - INFO - Epoch(train) [13][100/3757] lr: 4.1835e-02 eta: 3 days, 6:51:08 time: 0.3080 data_time: 0.0125 memory: 9395 grad_norm: 2.4972 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4065 loss: 3.4065 2022/08/14 08:49:24 - mmengine - INFO - Epoch(train) [13][200/3757] lr: 4.1905e-02 eta: 3 days, 6:50:35 time: 0.3102 data_time: 0.0137 memory: 9395 grad_norm: 2.5665 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4767 loss: 3.4767 2022/08/14 08:49:55 - mmengine - INFO - Epoch(train) [13][300/3757] lr: 4.1976e-02 eta: 3 days, 6:50:01 time: 0.3063 data_time: 0.0130 memory: 9395 grad_norm: 2.6371 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4696 loss: 3.4696 2022/08/14 08:50:26 - mmengine - INFO - Epoch(train) [13][400/3757] lr: 4.2046e-02 eta: 3 days, 6:49:29 time: 0.3071 data_time: 0.0135 memory: 9395 grad_norm: 2.5541 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1363 loss: 3.1363 2022/08/14 08:50:56 - mmengine - INFO - Epoch(train) [13][500/3757] lr: 4.2117e-02 eta: 3 days, 6:48:55 time: 0.3070 data_time: 0.0131 memory: 9395 grad_norm: 2.5424 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4043 loss: 3.4043 2022/08/14 08:51:27 - mmengine - INFO - Epoch(train) [13][600/3757] lr: 4.2187e-02 eta: 3 days, 6:48:23 time: 0.3072 data_time: 0.0134 memory: 9395 grad_norm: 2.5338 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4399 loss: 3.4399 2022/08/14 08:51:58 - mmengine - INFO - Epoch(train) [13][700/3757] lr: 4.2257e-02 eta: 3 days, 6:47:54 time: 0.3143 data_time: 0.0144 memory: 9395 grad_norm: 2.5249 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2900 loss: 3.2900 2022/08/14 08:52:29 - mmengine - INFO - Epoch(train) [13][800/3757] lr: 4.2328e-02 eta: 3 days, 6:47:21 time: 0.3075 data_time: 0.0142 memory: 9395 grad_norm: 2.6066 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6158 loss: 3.6158 2022/08/14 08:53:00 - mmengine - INFO - Epoch(train) [13][900/3757] lr: 4.2398e-02 eta: 3 days, 6:46:48 time: 0.3094 data_time: 0.0133 memory: 9395 grad_norm: 2.5486 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3597 loss: 3.3597 2022/08/14 08:53:05 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 08:53:31 - mmengine - INFO - Epoch(train) [13][1000/3757] lr: 4.2469e-02 eta: 3 days, 6:46:13 time: 0.3073 data_time: 0.0157 memory: 9395 grad_norm: 2.5712 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1369 loss: 3.1369 2022/08/14 08:54:02 - mmengine - INFO - Epoch(train) [13][1100/3757] lr: 4.2539e-02 eta: 3 days, 6:45:39 time: 0.3082 data_time: 0.0132 memory: 9395 grad_norm: 2.5039 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.5959 loss: 3.5959 2022/08/14 08:54:33 - mmengine - INFO - Epoch(train) [13][1200/3757] lr: 4.2610e-02 eta: 3 days, 6:45:07 time: 0.3079 data_time: 0.0132 memory: 9395 grad_norm: 2.5237 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.4864 loss: 3.4864 2022/08/14 08:55:04 - mmengine - INFO - Epoch(train) [13][1300/3757] lr: 4.2680e-02 eta: 3 days, 6:44:35 time: 0.3104 data_time: 0.0140 memory: 9395 grad_norm: 2.5385 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4271 loss: 3.4271 2022/08/14 08:55:35 - mmengine - INFO - Epoch(train) [13][1400/3757] lr: 4.2751e-02 eta: 3 days, 6:44:02 time: 0.3076 data_time: 0.0131 memory: 9395 grad_norm: 2.4836 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4848 loss: 3.4848 2022/08/14 08:56:06 - mmengine - INFO - Epoch(train) [13][1500/3757] lr: 4.2821e-02 eta: 3 days, 6:43:32 time: 0.3071 data_time: 0.0126 memory: 9395 grad_norm: 2.5331 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.4778 loss: 3.4778 2022/08/14 08:56:36 - mmengine - INFO - Epoch(train) [13][1600/3757] lr: 4.2892e-02 eta: 3 days, 6:42:59 time: 0.3072 data_time: 0.0135 memory: 9395 grad_norm: 2.5424 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.5865 loss: 3.5865 2022/08/14 08:57:07 - mmengine - INFO - Epoch(train) [13][1700/3757] lr: 4.2962e-02 eta: 3 days, 6:42:28 time: 0.3074 data_time: 0.0132 memory: 9395 grad_norm: 2.5588 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4367 loss: 3.4367 2022/08/14 08:57:38 - mmengine - INFO - Epoch(train) [13][1800/3757] lr: 4.3032e-02 eta: 3 days, 6:41:57 time: 0.3085 data_time: 0.0133 memory: 9395 grad_norm: 2.5302 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.4844 loss: 3.4844 2022/08/14 08:58:09 - mmengine - INFO - Epoch(train) [13][1900/3757] lr: 4.3103e-02 eta: 3 days, 6:41:23 time: 0.3074 data_time: 0.0128 memory: 9395 grad_norm: 2.5715 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6792 loss: 3.6792 2022/08/14 08:58:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 08:58:40 - mmengine - INFO - Epoch(train) [13][2000/3757] lr: 4.3173e-02 eta: 3 days, 6:40:50 time: 0.3093 data_time: 0.0137 memory: 9395 grad_norm: 2.5052 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.6762 loss: 3.6762 2022/08/14 08:59:11 - mmengine - INFO - Epoch(train) [13][2100/3757] lr: 4.3244e-02 eta: 3 days, 6:40:17 time: 0.3094 data_time: 0.0149 memory: 9395 grad_norm: 2.5762 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2720 loss: 3.2720 2022/08/14 08:59:42 - mmengine - INFO - Epoch(train) [13][2200/3757] lr: 4.3314e-02 eta: 3 days, 6:39:44 time: 0.3084 data_time: 0.0136 memory: 9395 grad_norm: 2.5840 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2011 loss: 3.2011 2022/08/14 09:00:13 - mmengine - INFO - Epoch(train) [13][2300/3757] lr: 4.3385e-02 eta: 3 days, 6:39:11 time: 0.3087 data_time: 0.0140 memory: 9395 grad_norm: 2.5876 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4697 loss: 3.4697 2022/08/14 09:00:43 - mmengine - INFO - Epoch(train) [13][2400/3757] lr: 4.3455e-02 eta: 3 days, 6:38:37 time: 0.3080 data_time: 0.0129 memory: 9395 grad_norm: 2.5953 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5676 loss: 3.5676 2022/08/14 09:01:14 - mmengine - INFO - Epoch(train) [13][2500/3757] lr: 4.3526e-02 eta: 3 days, 6:38:04 time: 0.3088 data_time: 0.0136 memory: 9395 grad_norm: 2.6147 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3564 loss: 3.3564 2022/08/14 09:01:45 - mmengine - INFO - Epoch(train) [13][2600/3757] lr: 4.3596e-02 eta: 3 days, 6:37:31 time: 0.3087 data_time: 0.0131 memory: 9395 grad_norm: 2.5413 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.3961 loss: 3.3961 2022/08/14 09:02:16 - mmengine - INFO - Epoch(train) [13][2700/3757] lr: 4.3667e-02 eta: 3 days, 6:36:59 time: 0.3083 data_time: 0.0138 memory: 9395 grad_norm: 2.4884 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4230 loss: 3.4230 2022/08/14 09:02:47 - mmengine - INFO - Epoch(train) [13][2800/3757] lr: 4.3737e-02 eta: 3 days, 6:36:26 time: 0.3069 data_time: 0.0143 memory: 9395 grad_norm: 2.5914 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.9906 loss: 2.9906 2022/08/14 09:03:18 - mmengine - INFO - Epoch(train) [13][2900/3757] lr: 4.3808e-02 eta: 3 days, 6:35:54 time: 0.3089 data_time: 0.0138 memory: 9395 grad_norm: 2.4638 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3290 loss: 3.3290 2022/08/14 09:03:23 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 09:03:49 - mmengine - INFO - Epoch(train) [13][3000/3757] lr: 4.3878e-02 eta: 3 days, 6:35:21 time: 0.3084 data_time: 0.0142 memory: 9395 grad_norm: 2.5728 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.5149 loss: 3.5149 2022/08/14 09:04:20 - mmengine - INFO - Epoch(train) [13][3100/3757] lr: 4.3948e-02 eta: 3 days, 6:34:48 time: 0.3094 data_time: 0.0137 memory: 9395 grad_norm: 2.5248 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4779 loss: 3.4779 2022/08/14 09:04:51 - mmengine - INFO - Epoch(train) [13][3200/3757] lr: 4.4019e-02 eta: 3 days, 6:34:16 time: 0.3088 data_time: 0.0127 memory: 9395 grad_norm: 2.4434 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.6407 loss: 3.6407 2022/08/14 09:05:21 - mmengine - INFO - Epoch(train) [13][3300/3757] lr: 4.4089e-02 eta: 3 days, 6:33:42 time: 0.3068 data_time: 0.0130 memory: 9395 grad_norm: 2.6023 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.7592 loss: 3.7592 2022/08/14 09:05:52 - mmengine - INFO - Epoch(train) [13][3400/3757] lr: 4.4160e-02 eta: 3 days, 6:33:11 time: 0.3146 data_time: 0.0148 memory: 9395 grad_norm: 2.5383 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.6518 loss: 3.6518 2022/08/14 09:06:23 - mmengine - INFO - Epoch(train) [13][3500/3757] lr: 4.4230e-02 eta: 3 days, 6:32:43 time: 0.3178 data_time: 0.0132 memory: 9395 grad_norm: 2.5513 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5732 loss: 3.5732 2022/08/14 09:06:54 - mmengine - INFO - Epoch(train) [13][3600/3757] lr: 4.4301e-02 eta: 3 days, 6:32:12 time: 0.3067 data_time: 0.0141 memory: 9395 grad_norm: 2.5885 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4024 loss: 3.4024 2022/08/14 09:07:25 - mmengine - INFO - Epoch(train) [13][3700/3757] lr: 4.4371e-02 eta: 3 days, 6:31:38 time: 0.3071 data_time: 0.0125 memory: 9395 grad_norm: 2.5125 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.3524 loss: 3.3524 2022/08/14 09:07:43 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 09:07:43 - mmengine - INFO - Epoch(train) [13][3757/3757] lr: 4.4411e-02 eta: 3 days, 6:31:25 time: 0.3018 data_time: 0.0135 memory: 9395 grad_norm: 2.5867 top1_acc: 0.2857 top5_acc: 0.7143 loss_cls: 3.1031 loss: 3.1031 2022/08/14 09:08:15 - mmengine - INFO - Epoch(train) [14][100/3757] lr: 4.4482e-02 eta: 3 days, 6:29:37 time: 0.3072 data_time: 0.0138 memory: 9395 grad_norm: 2.4775 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3901 loss: 3.3901 2022/08/14 09:08:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 09:08:46 - mmengine - INFO - Epoch(train) [14][200/3757] lr: 4.4552e-02 eta: 3 days, 6:29:03 time: 0.3081 data_time: 0.0139 memory: 9395 grad_norm: 2.5261 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.5956 loss: 3.5956 2022/08/14 09:09:17 - mmengine - INFO - Epoch(train) [14][300/3757] lr: 4.4623e-02 eta: 3 days, 6:28:30 time: 0.3072 data_time: 0.0127 memory: 9395 grad_norm: 2.5354 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3872 loss: 3.3872 2022/08/14 09:09:48 - mmengine - INFO - Epoch(train) [14][400/3757] lr: 4.4693e-02 eta: 3 days, 6:27:56 time: 0.3066 data_time: 0.0134 memory: 9395 grad_norm: 2.5561 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4913 loss: 3.4913 2022/08/14 09:10:19 - mmengine - INFO - Epoch(train) [14][500/3757] lr: 4.4764e-02 eta: 3 days, 6:27:23 time: 0.3074 data_time: 0.0127 memory: 9395 grad_norm: 2.5545 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5176 loss: 3.5176 2022/08/14 09:10:49 - mmengine - INFO - Epoch(train) [14][600/3757] lr: 4.4834e-02 eta: 3 days, 6:26:52 time: 0.3094 data_time: 0.0165 memory: 9395 grad_norm: 2.5038 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4252 loss: 3.4252 2022/08/14 09:11:20 - mmengine - INFO - Epoch(train) [14][700/3757] lr: 4.4905e-02 eta: 3 days, 6:26:19 time: 0.3073 data_time: 0.0139 memory: 9395 grad_norm: 2.5646 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.7426 loss: 3.7426 2022/08/14 09:11:51 - mmengine - INFO - Epoch(train) [14][800/3757] lr: 4.4975e-02 eta: 3 days, 6:25:46 time: 0.3082 data_time: 0.0154 memory: 9395 grad_norm: 2.5126 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2921 loss: 3.2921 2022/08/14 09:12:22 - mmengine - INFO - Epoch(train) [14][900/3757] lr: 4.5045e-02 eta: 3 days, 6:25:13 time: 0.3068 data_time: 0.0127 memory: 9395 grad_norm: 2.5659 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.4624 loss: 3.4624 2022/08/14 09:12:53 - mmengine - INFO - Epoch(train) [14][1000/3757] lr: 4.5116e-02 eta: 3 days, 6:24:42 time: 0.3093 data_time: 0.0154 memory: 9395 grad_norm: 2.5250 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.3013 loss: 3.3013 2022/08/14 09:13:24 - mmengine - INFO - Epoch(train) [14][1100/3757] lr: 4.5186e-02 eta: 3 days, 6:24:09 time: 0.3082 data_time: 0.0133 memory: 9395 grad_norm: 2.5584 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3271 loss: 3.3271 2022/08/14 09:13:42 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 09:13:55 - mmengine - INFO - Epoch(train) [14][1200/3757] lr: 4.5257e-02 eta: 3 days, 6:23:39 time: 0.3082 data_time: 0.0138 memory: 9395 grad_norm: 2.5379 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3482 loss: 3.3482 2022/08/14 09:14:26 - mmengine - INFO - Epoch(train) [14][1300/3757] lr: 4.5327e-02 eta: 3 days, 6:23:07 time: 0.3082 data_time: 0.0135 memory: 9395 grad_norm: 2.5717 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2845 loss: 3.2845 2022/08/14 09:14:57 - mmengine - INFO - Epoch(train) [14][1400/3757] lr: 4.5398e-02 eta: 3 days, 6:22:35 time: 0.3090 data_time: 0.0144 memory: 9395 grad_norm: 2.5146 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4322 loss: 3.4322 2022/08/14 09:15:28 - mmengine - INFO - Epoch(train) [14][1500/3757] lr: 4.5468e-02 eta: 3 days, 6:22:03 time: 0.3077 data_time: 0.0132 memory: 9395 grad_norm: 2.5747 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.3254 loss: 3.3254 2022/08/14 09:15:59 - mmengine - INFO - Epoch(train) [14][1600/3757] lr: 4.5539e-02 eta: 3 days, 6:21:32 time: 0.3090 data_time: 0.0139 memory: 9395 grad_norm: 2.5763 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4183 loss: 3.4183 2022/08/14 09:16:29 - mmengine - INFO - Epoch(train) [14][1700/3757] lr: 4.5609e-02 eta: 3 days, 6:20:59 time: 0.3082 data_time: 0.0143 memory: 9395 grad_norm: 2.5117 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4428 loss: 3.4428 2022/08/14 09:17:00 - mmengine - INFO - Epoch(train) [14][1800/3757] lr: 4.5680e-02 eta: 3 days, 6:20:27 time: 0.3074 data_time: 0.0136 memory: 9395 grad_norm: 2.5982 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.7068 loss: 3.7068 2022/08/14 09:17:31 - mmengine - INFO - Epoch(train) [14][1900/3757] lr: 4.5750e-02 eta: 3 days, 6:19:57 time: 0.3104 data_time: 0.0135 memory: 9395 grad_norm: 2.6106 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.3225 loss: 3.3225 2022/08/14 09:18:02 - mmengine - INFO - Epoch(train) [14][2000/3757] lr: 4.5820e-02 eta: 3 days, 6:19:27 time: 0.3094 data_time: 0.0142 memory: 9395 grad_norm: 2.5467 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5546 loss: 3.5546 2022/08/14 09:18:33 - mmengine - INFO - Epoch(train) [14][2100/3757] lr: 4.5891e-02 eta: 3 days, 6:18:53 time: 0.3085 data_time: 0.0132 memory: 9395 grad_norm: 2.5100 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3867 loss: 3.3867 2022/08/14 09:18:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 09:19:04 - mmengine - INFO - Epoch(train) [14][2200/3757] lr: 4.5961e-02 eta: 3 days, 6:18:21 time: 0.3092 data_time: 0.0149 memory: 9395 grad_norm: 2.6283 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.4937 loss: 3.4937 2022/08/14 09:19:35 - mmengine - INFO - Epoch(train) [14][2300/3757] lr: 4.6032e-02 eta: 3 days, 6:17:49 time: 0.3070 data_time: 0.0134 memory: 9395 grad_norm: 2.6210 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.6475 loss: 3.6475 2022/08/14 09:20:06 - mmengine - INFO - Epoch(train) [14][2400/3757] lr: 4.6102e-02 eta: 3 days, 6:17:20 time: 0.3079 data_time: 0.0133 memory: 9395 grad_norm: 2.5889 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4676 loss: 3.4676 2022/08/14 09:20:37 - mmengine - INFO - Epoch(train) [14][2500/3757] lr: 4.6173e-02 eta: 3 days, 6:16:48 time: 0.3081 data_time: 0.0135 memory: 9395 grad_norm: 2.6104 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.8252 loss: 3.8252 2022/08/14 09:21:08 - mmengine - INFO - Epoch(train) [14][2600/3757] lr: 4.6243e-02 eta: 3 days, 6:16:15 time: 0.3070 data_time: 0.0131 memory: 9395 grad_norm: 2.5125 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4205 loss: 3.4205 2022/08/14 09:21:39 - mmengine - INFO - Epoch(train) [14][2700/3757] lr: 4.6314e-02 eta: 3 days, 6:15:44 time: 0.3129 data_time: 0.0137 memory: 9395 grad_norm: 2.5033 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4567 loss: 3.4567 2022/08/14 09:22:10 - mmengine - INFO - Epoch(train) [14][2800/3757] lr: 4.6384e-02 eta: 3 days, 6:15:12 time: 0.3090 data_time: 0.0140 memory: 9395 grad_norm: 2.6502 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3898 loss: 3.3898 2022/08/14 09:22:41 - mmengine - INFO - Epoch(train) [14][2900/3757] lr: 4.6455e-02 eta: 3 days, 6:14:41 time: 0.3107 data_time: 0.0131 memory: 9395 grad_norm: 2.5651 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.3678 loss: 3.3678 2022/08/14 09:23:11 - mmengine - INFO - Epoch(train) [14][3000/3757] lr: 4.6525e-02 eta: 3 days, 6:14:07 time: 0.3076 data_time: 0.0127 memory: 9395 grad_norm: 2.5181 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3826 loss: 3.3826 2022/08/14 09:23:42 - mmengine - INFO - Epoch(train) [14][3100/3757] lr: 4.6596e-02 eta: 3 days, 6:13:34 time: 0.3088 data_time: 0.0143 memory: 9395 grad_norm: 2.5933 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5469 loss: 3.5469 2022/08/14 09:24:00 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 09:24:13 - mmengine - INFO - Epoch(train) [14][3200/3757] lr: 4.6666e-02 eta: 3 days, 6:13:02 time: 0.3097 data_time: 0.0132 memory: 9395 grad_norm: 2.6085 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1716 loss: 3.1716 2022/08/14 09:24:44 - mmengine - INFO - Epoch(train) [14][3300/3757] lr: 4.6736e-02 eta: 3 days, 6:12:31 time: 0.3106 data_time: 0.0145 memory: 9395 grad_norm: 2.5591 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4625 loss: 3.4625 2022/08/14 09:25:15 - mmengine - INFO - Epoch(train) [14][3400/3757] lr: 4.6807e-02 eta: 3 days, 6:11:58 time: 0.3073 data_time: 0.0130 memory: 9395 grad_norm: 2.5416 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3917 loss: 3.3917 2022/08/14 09:25:46 - mmengine - INFO - Epoch(train) [14][3500/3757] lr: 4.6877e-02 eta: 3 days, 6:11:25 time: 0.3074 data_time: 0.0131 memory: 9395 grad_norm: 2.5466 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4788 loss: 3.4788 2022/08/14 09:26:17 - mmengine - INFO - Epoch(train) [14][3600/3757] lr: 4.6948e-02 eta: 3 days, 6:10:53 time: 0.3074 data_time: 0.0130 memory: 9395 grad_norm: 2.5505 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5501 loss: 3.5501 2022/08/14 09:26:48 - mmengine - INFO - Epoch(train) [14][3700/3757] lr: 4.7018e-02 eta: 3 days, 6:10:24 time: 0.3067 data_time: 0.0124 memory: 9395 grad_norm: 2.4961 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5234 loss: 3.5234 2022/08/14 09:27:05 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 09:27:05 - mmengine - INFO - Epoch(train) [14][3757/3757] lr: 4.7058e-02 eta: 3 days, 6:10:12 time: 0.3020 data_time: 0.0129 memory: 9395 grad_norm: 2.5513 top1_acc: 0.1429 top5_acc: 0.2857 loss_cls: 3.4617 loss: 3.4617 2022/08/14 09:27:38 - mmengine - INFO - Epoch(train) [15][100/3757] lr: 4.7129e-02 eta: 3 days, 6:08:29 time: 0.3081 data_time: 0.0129 memory: 9395 grad_norm: 2.5863 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2244 loss: 3.2244 2022/08/14 09:28:09 - mmengine - INFO - Epoch(train) [15][200/3757] lr: 4.7199e-02 eta: 3 days, 6:07:57 time: 0.3092 data_time: 0.0142 memory: 9395 grad_norm: 2.5708 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.2830 loss: 3.2830 2022/08/14 09:28:39 - mmengine - INFO - Epoch(train) [15][300/3757] lr: 4.7270e-02 eta: 3 days, 6:07:24 time: 0.3068 data_time: 0.0127 memory: 9395 grad_norm: 2.4872 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2101 loss: 3.2101 2022/08/14 09:29:10 - mmengine - INFO - Epoch(train) [15][400/3757] lr: 4.7340e-02 eta: 3 days, 6:06:53 time: 0.3090 data_time: 0.0139 memory: 9395 grad_norm: 2.5426 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2735 loss: 3.2735 2022/08/14 09:29:11 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 09:29:41 - mmengine - INFO - Epoch(train) [15][500/3757] lr: 4.7411e-02 eta: 3 days, 6:06:21 time: 0.3074 data_time: 0.0132 memory: 9395 grad_norm: 2.6394 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5359 loss: 3.5359 2022/08/14 09:30:12 - mmengine - INFO - Epoch(train) [15][600/3757] lr: 4.7481e-02 eta: 3 days, 6:05:49 time: 0.3089 data_time: 0.0155 memory: 9395 grad_norm: 2.5955 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4864 loss: 3.4864 2022/08/14 09:30:43 - mmengine - INFO - Epoch(train) [15][700/3757] lr: 4.7552e-02 eta: 3 days, 6:05:16 time: 0.3074 data_time: 0.0139 memory: 9395 grad_norm: 2.5440 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3467 loss: 3.3467 2022/08/14 09:31:14 - mmengine - INFO - Epoch(train) [15][800/3757] lr: 4.7622e-02 eta: 3 days, 6:04:46 time: 0.3100 data_time: 0.0138 memory: 9395 grad_norm: 2.5812 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2396 loss: 3.2396 2022/08/14 09:31:45 - mmengine - INFO - Epoch(train) [15][900/3757] lr: 4.7693e-02 eta: 3 days, 6:04:13 time: 0.3084 data_time: 0.0133 memory: 9395 grad_norm: 2.5052 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3291 loss: 3.3291 2022/08/14 09:32:16 - mmengine - INFO - Epoch(train) [15][1000/3757] lr: 4.7763e-02 eta: 3 days, 6:03:41 time: 0.3077 data_time: 0.0133 memory: 9395 grad_norm: 2.5646 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 3.0730 loss: 3.0730 2022/08/14 09:32:47 - mmengine - INFO - Epoch(train) [15][1100/3757] lr: 4.7833e-02 eta: 3 days, 6:03:12 time: 0.3067 data_time: 0.0129 memory: 9395 grad_norm: 2.5402 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4916 loss: 3.4916 2022/08/14 09:33:18 - mmengine - INFO - Epoch(train) [15][1200/3757] lr: 4.7904e-02 eta: 3 days, 6:02:39 time: 0.3076 data_time: 0.0137 memory: 9395 grad_norm: 2.5973 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3430 loss: 3.3430 2022/08/14 09:33:48 - mmengine - INFO - Epoch(train) [15][1300/3757] lr: 4.7974e-02 eta: 3 days, 6:02:06 time: 0.3073 data_time: 0.0130 memory: 9395 grad_norm: 2.5261 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.3037 loss: 3.3037 2022/08/14 09:34:20 - mmengine - INFO - Epoch(train) [15][1400/3757] lr: 4.8045e-02 eta: 3 days, 6:01:42 time: 0.3073 data_time: 0.0137 memory: 9395 grad_norm: 2.5139 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1765 loss: 3.1765 2022/08/14 09:34:20 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 09:34:51 - mmengine - INFO - Epoch(train) [15][1500/3757] lr: 4.8115e-02 eta: 3 days, 6:01:12 time: 0.3128 data_time: 0.0143 memory: 9395 grad_norm: 2.6294 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.2165 loss: 3.2165 2022/08/14 09:35:22 - mmengine - INFO - Epoch(train) [15][1600/3757] lr: 4.8186e-02 eta: 3 days, 6:00:39 time: 0.3064 data_time: 0.0123 memory: 9395 grad_norm: 2.5239 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1160 loss: 3.1160 2022/08/14 09:35:52 - mmengine - INFO - Epoch(train) [15][1700/3757] lr: 4.8256e-02 eta: 3 days, 6:00:06 time: 0.3088 data_time: 0.0147 memory: 9395 grad_norm: 2.5317 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 3.4454 loss: 3.4454 2022/08/14 09:36:23 - mmengine - INFO - Epoch(train) [15][1800/3757] lr: 4.8327e-02 eta: 3 days, 5:59:34 time: 0.3075 data_time: 0.0119 memory: 9395 grad_norm: 2.5475 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4335 loss: 3.4335 2022/08/14 09:36:54 - mmengine - INFO - Epoch(train) [15][1900/3757] lr: 4.8397e-02 eta: 3 days, 5:59:03 time: 0.3084 data_time: 0.0142 memory: 9395 grad_norm: 2.4646 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2747 loss: 3.2747 2022/08/14 09:37:25 - mmengine - INFO - Epoch(train) [15][2000/3757] lr: 4.8468e-02 eta: 3 days, 5:58:32 time: 0.3086 data_time: 0.0132 memory: 9395 grad_norm: 2.6154 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2018 loss: 3.2018 2022/08/14 09:37:56 - mmengine - INFO - Epoch(train) [15][2100/3757] lr: 4.8538e-02 eta: 3 days, 5:58:02 time: 0.3073 data_time: 0.0132 memory: 9395 grad_norm: 2.4800 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.4406 loss: 3.4406 2022/08/14 09:38:27 - mmengine - INFO - Epoch(train) [15][2200/3757] lr: 4.8608e-02 eta: 3 days, 5:57:30 time: 0.3073 data_time: 0.0132 memory: 9395 grad_norm: 2.5095 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.3698 loss: 3.3698 2022/08/14 09:38:58 - mmengine - INFO - Epoch(train) [15][2300/3757] lr: 4.8679e-02 eta: 3 days, 5:56:57 time: 0.3074 data_time: 0.0135 memory: 9395 grad_norm: 2.4944 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4328 loss: 3.4328 2022/08/14 09:39:29 - mmengine - INFO - Epoch(train) [15][2400/3757] lr: 4.8749e-02 eta: 3 days, 5:56:26 time: 0.3075 data_time: 0.0132 memory: 9395 grad_norm: 2.5226 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2618 loss: 3.2618 2022/08/14 09:39:30 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 09:40:00 - mmengine - INFO - Epoch(train) [15][2500/3757] lr: 4.8820e-02 eta: 3 days, 5:55:54 time: 0.3076 data_time: 0.0141 memory: 9395 grad_norm: 2.5051 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3556 loss: 3.3556 2022/08/14 09:40:31 - mmengine - INFO - Epoch(train) [15][2600/3757] lr: 4.8890e-02 eta: 3 days, 5:55:23 time: 0.3090 data_time: 0.0143 memory: 9395 grad_norm: 2.5228 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8712 loss: 3.8712 2022/08/14 09:41:02 - mmengine - INFO - Epoch(train) [15][2700/3757] lr: 4.8961e-02 eta: 3 days, 5:54:50 time: 0.3073 data_time: 0.0133 memory: 9395 grad_norm: 2.5040 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2766 loss: 3.2766 2022/08/14 09:41:33 - mmengine - INFO - Epoch(train) [15][2800/3757] lr: 4.9031e-02 eta: 3 days, 5:54:19 time: 0.3111 data_time: 0.0144 memory: 9395 grad_norm: 2.4642 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4368 loss: 3.4368 2022/08/14 09:42:03 - mmengine - INFO - Epoch(train) [15][2900/3757] lr: 4.9102e-02 eta: 3 days, 5:53:46 time: 0.3076 data_time: 0.0134 memory: 9395 grad_norm: 2.5048 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3421 loss: 3.3421 2022/08/14 09:42:34 - mmengine - INFO - Epoch(train) [15][3000/3757] lr: 4.9172e-02 eta: 3 days, 5:53:14 time: 0.3094 data_time: 0.0140 memory: 9395 grad_norm: 2.5332 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2999 loss: 3.2999 2022/08/14 09:43:05 - mmengine - INFO - Epoch(train) [15][3100/3757] lr: 4.9243e-02 eta: 3 days, 5:52:44 time: 0.3078 data_time: 0.0136 memory: 9395 grad_norm: 2.5469 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3770 loss: 3.3770 2022/08/14 09:43:36 - mmengine - INFO - Epoch(train) [15][3200/3757] lr: 4.9313e-02 eta: 3 days, 5:52:14 time: 0.3074 data_time: 0.0130 memory: 9395 grad_norm: 2.5285 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1672 loss: 3.1672 2022/08/14 09:44:07 - mmengine - INFO - Epoch(train) [15][3300/3757] lr: 4.9383e-02 eta: 3 days, 5:51:42 time: 0.3072 data_time: 0.0137 memory: 9395 grad_norm: 2.5428 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2658 loss: 3.2658 2022/08/14 09:44:38 - mmengine - INFO - Epoch(train) [15][3400/3757] lr: 4.9454e-02 eta: 3 days, 5:51:10 time: 0.3080 data_time: 0.0135 memory: 9395 grad_norm: 2.5001 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.2623 loss: 3.2623 2022/08/14 09:44:39 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 09:45:09 - mmengine - INFO - Epoch(train) [15][3500/3757] lr: 4.9524e-02 eta: 3 days, 5:50:38 time: 0.3072 data_time: 0.0127 memory: 9395 grad_norm: 2.4952 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2378 loss: 3.2378 2022/08/14 09:45:40 - mmengine - INFO - Epoch(train) [15][3600/3757] lr: 4.9595e-02 eta: 3 days, 5:50:07 time: 0.3077 data_time: 0.0130 memory: 9395 grad_norm: 2.6513 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5473 loss: 3.5473 2022/08/14 09:46:11 - mmengine - INFO - Epoch(train) [15][3700/3757] lr: 4.9665e-02 eta: 3 days, 5:49:34 time: 0.3089 data_time: 0.0147 memory: 9395 grad_norm: 2.5617 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3153 loss: 3.3153 2022/08/14 09:46:28 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 09:46:28 - mmengine - INFO - Epoch(train) [15][3757/3757] lr: 4.9705e-02 eta: 3 days, 5:49:22 time: 0.3018 data_time: 0.0132 memory: 9395 grad_norm: 2.5674 top1_acc: 0.2857 top5_acc: 0.2857 loss_cls: 3.6177 loss: 3.6177 2022/08/14 09:46:46 - mmengine - INFO - Epoch(val) [15][100/310] eta: 0:00:36 time: 0.1759 data_time: 0.0815 memory: 1523 2022/08/14 09:47:04 - mmengine - INFO - Epoch(val) [15][200/310] eta: 0:00:16 time: 0.1467 data_time: 0.0538 memory: 1523 2022/08/14 09:47:20 - mmengine - INFO - Epoch(val) [15][300/310] eta: 0:00:01 time: 0.1629 data_time: 0.0706 memory: 1523 2022/08/14 09:47:24 - mmengine - INFO - Epoch(val) [15][310/310] acc/top1: 0.3309 acc/top5: 0.6116 acc/mean1: 0.3307 2022/08/14 09:47:24 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr/best_acc/top1_epoch_11.pth is removed 2022/08/14 09:47:26 - mmengine - INFO - The best checkpoint with 0.3309 acc/top1 at 16 epoch is saved to best_acc/top1_epoch_16.pth. 2022/08/14 09:47:58 - mmengine - INFO - Epoch(train) [16][100/3757] lr: 4.9776e-02 eta: 3 days, 5:47:46 time: 0.3074 data_time: 0.0126 memory: 9395 grad_norm: 2.4999 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0068 loss: 3.0068 2022/08/14 09:48:29 - mmengine - INFO - Epoch(train) [16][200/3757] lr: 4.9846e-02 eta: 3 days, 5:47:15 time: 0.3077 data_time: 0.0136 memory: 9395 grad_norm: 2.5307 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0785 loss: 3.0785 2022/08/14 09:49:00 - mmengine - INFO - Epoch(train) [16][300/3757] lr: 4.9917e-02 eta: 3 days, 5:46:44 time: 0.3076 data_time: 0.0131 memory: 9395 grad_norm: 2.4872 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1095 loss: 3.1095 2022/08/14 09:49:31 - mmengine - INFO - Epoch(train) [16][400/3757] lr: 4.9987e-02 eta: 3 days, 5:46:14 time: 0.3095 data_time: 0.0144 memory: 9395 grad_norm: 2.5190 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2584 loss: 3.2584 2022/08/14 09:50:02 - mmengine - INFO - Epoch(train) [16][500/3757] lr: 5.0058e-02 eta: 3 days, 5:45:41 time: 0.3084 data_time: 0.0133 memory: 9395 grad_norm: 2.5486 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3239 loss: 3.3239 2022/08/14 09:50:33 - mmengine - INFO - Epoch(train) [16][600/3757] lr: 5.0128e-02 eta: 3 days, 5:45:11 time: 0.3100 data_time: 0.0154 memory: 9395 grad_norm: 2.4878 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2550 loss: 3.2550 2022/08/14 09:50:47 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 09:51:04 - mmengine - INFO - Epoch(train) [16][700/3757] lr: 5.0199e-02 eta: 3 days, 5:44:38 time: 0.3086 data_time: 0.0135 memory: 9395 grad_norm: 2.5292 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1743 loss: 3.1743 2022/08/14 09:51:35 - mmengine - INFO - Epoch(train) [16][800/3757] lr: 5.0269e-02 eta: 3 days, 5:44:07 time: 0.3095 data_time: 0.0134 memory: 9395 grad_norm: 2.5471 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2945 loss: 3.2945 2022/08/14 09:52:06 - mmengine - INFO - Epoch(train) [16][900/3757] lr: 5.0340e-02 eta: 3 days, 5:43:37 time: 0.3090 data_time: 0.0132 memory: 9395 grad_norm: 2.5219 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4450 loss: 3.4450 2022/08/14 09:52:36 - mmengine - INFO - Epoch(train) [16][1000/3757] lr: 5.0410e-02 eta: 3 days, 5:43:04 time: 0.3086 data_time: 0.0139 memory: 9395 grad_norm: 2.6327 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3765 loss: 3.3765 2022/08/14 09:53:07 - mmengine - INFO - Epoch(train) [16][1100/3757] lr: 5.0481e-02 eta: 3 days, 5:42:33 time: 0.3068 data_time: 0.0128 memory: 9395 grad_norm: 2.5430 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0465 loss: 3.0465 2022/08/14 09:53:38 - mmengine - INFO - Epoch(train) [16][1200/3757] lr: 5.0551e-02 eta: 3 days, 5:42:01 time: 0.3075 data_time: 0.0133 memory: 9395 grad_norm: 2.6402 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1331 loss: 3.1331 2022/08/14 09:54:09 - mmengine - INFO - Epoch(train) [16][1300/3757] lr: 5.0621e-02 eta: 3 days, 5:41:29 time: 0.3081 data_time: 0.0133 memory: 9395 grad_norm: 2.3893 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3804 loss: 3.3804 2022/08/14 09:54:40 - mmengine - INFO - Epoch(train) [16][1400/3757] lr: 5.0692e-02 eta: 3 days, 5:40:59 time: 0.3105 data_time: 0.0139 memory: 9395 grad_norm: 2.5759 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1669 loss: 3.1669 2022/08/14 09:55:11 - mmengine - INFO - Epoch(train) [16][1500/3757] lr: 5.0762e-02 eta: 3 days, 5:40:27 time: 0.3084 data_time: 0.0129 memory: 9395 grad_norm: 2.5048 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.3521 loss: 3.3521 2022/08/14 09:55:42 - mmengine - INFO - Epoch(train) [16][1600/3757] lr: 5.0833e-02 eta: 3 days, 5:39:57 time: 0.3094 data_time: 0.0146 memory: 9395 grad_norm: 2.4786 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4290 loss: 3.4290 2022/08/14 09:55:56 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 09:56:13 - mmengine - INFO - Epoch(train) [16][1700/3757] lr: 5.0903e-02 eta: 3 days, 5:39:26 time: 0.3078 data_time: 0.0132 memory: 9395 grad_norm: 2.5110 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3160 loss: 3.3160 2022/08/14 09:56:44 - mmengine - INFO - Epoch(train) [16][1800/3757] lr: 5.0974e-02 eta: 3 days, 5:38:55 time: 0.3106 data_time: 0.0130 memory: 9395 grad_norm: 2.5188 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2847 loss: 3.2847 2022/08/14 09:57:15 - mmengine - INFO - Epoch(train) [16][1900/3757] lr: 5.1044e-02 eta: 3 days, 5:38:27 time: 0.3175 data_time: 0.0136 memory: 9395 grad_norm: 2.5666 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4725 loss: 3.4725 2022/08/14 09:57:46 - mmengine - INFO - Epoch(train) [16][2000/3757] lr: 5.1115e-02 eta: 3 days, 5:37:56 time: 0.3093 data_time: 0.0134 memory: 9395 grad_norm: 2.5223 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3739 loss: 3.3739 2022/08/14 09:58:17 - mmengine - INFO - Epoch(train) [16][2100/3757] lr: 5.1185e-02 eta: 3 days, 5:37:24 time: 0.3088 data_time: 0.0139 memory: 9395 grad_norm: 2.4550 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5058 loss: 3.5058 2022/08/14 09:58:48 - mmengine - INFO - Epoch(train) [16][2200/3757] lr: 5.1256e-02 eta: 3 days, 5:36:53 time: 0.3077 data_time: 0.0134 memory: 9395 grad_norm: 2.4302 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4378 loss: 3.4378 2022/08/14 09:59:19 - mmengine - INFO - Epoch(train) [16][2300/3757] lr: 5.1326e-02 eta: 3 days, 5:36:22 time: 0.3069 data_time: 0.0128 memory: 9395 grad_norm: 2.5704 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1215 loss: 3.1215 2022/08/14 09:59:50 - mmengine - INFO - Epoch(train) [16][2400/3757] lr: 5.1396e-02 eta: 3 days, 5:35:53 time: 0.3067 data_time: 0.0126 memory: 9395 grad_norm: 2.5387 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3936 loss: 3.3936 2022/08/14 10:00:21 - mmengine - INFO - Epoch(train) [16][2500/3757] lr: 5.1467e-02 eta: 3 days, 5:35:21 time: 0.3083 data_time: 0.0126 memory: 9395 grad_norm: 2.5281 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.4778 loss: 3.4778 2022/08/14 10:00:52 - mmengine - INFO - Epoch(train) [16][2600/3757] lr: 5.1537e-02 eta: 3 days, 5:34:50 time: 0.3079 data_time: 0.0134 memory: 9395 grad_norm: 2.5032 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.1147 loss: 3.1147 2022/08/14 10:01:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 10:01:23 - mmengine - INFO - Epoch(train) [16][2700/3757] lr: 5.1608e-02 eta: 3 days, 5:34:20 time: 0.3132 data_time: 0.0139 memory: 9395 grad_norm: 2.5136 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2133 loss: 3.2133 2022/08/14 10:01:54 - mmengine - INFO - Epoch(train) [16][2800/3757] lr: 5.1678e-02 eta: 3 days, 5:33:50 time: 0.3078 data_time: 0.0137 memory: 9395 grad_norm: 2.4703 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.5612 loss: 3.5612 2022/08/14 10:02:25 - mmengine - INFO - Epoch(train) [16][2900/3757] lr: 5.1749e-02 eta: 3 days, 5:33:19 time: 0.3092 data_time: 0.0151 memory: 9395 grad_norm: 2.5432 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5577 loss: 3.5577 2022/08/14 10:02:56 - mmengine - INFO - Epoch(train) [16][3000/3757] lr: 5.1819e-02 eta: 3 days, 5:32:48 time: 0.3088 data_time: 0.0141 memory: 9395 grad_norm: 2.5282 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2865 loss: 3.2865 2022/08/14 10:03:26 - mmengine - INFO - Epoch(train) [16][3100/3757] lr: 5.1890e-02 eta: 3 days, 5:32:17 time: 0.3072 data_time: 0.0131 memory: 9395 grad_norm: 2.5226 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.1542 loss: 3.1542 2022/08/14 10:03:57 - mmengine - INFO - Epoch(train) [16][3200/3757] lr: 5.1960e-02 eta: 3 days, 5:31:46 time: 0.3074 data_time: 0.0133 memory: 9395 grad_norm: 2.5662 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2245 loss: 3.2245 2022/08/14 10:04:28 - mmengine - INFO - Epoch(train) [16][3300/3757] lr: 5.2031e-02 eta: 3 days, 5:31:15 time: 0.3075 data_time: 0.0131 memory: 9395 grad_norm: 2.5172 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2415 loss: 3.2415 2022/08/14 10:04:59 - mmengine - INFO - Epoch(train) [16][3400/3757] lr: 5.2101e-02 eta: 3 days, 5:30:43 time: 0.3087 data_time: 0.0132 memory: 9395 grad_norm: 2.5017 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0749 loss: 3.0749 2022/08/14 10:05:30 - mmengine - INFO - Epoch(train) [16][3500/3757] lr: 5.2171e-02 eta: 3 days, 5:30:12 time: 0.3079 data_time: 0.0134 memory: 9395 grad_norm: 2.5474 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4429 loss: 3.4429 2022/08/14 10:06:01 - mmengine - INFO - Epoch(train) [16][3600/3757] lr: 5.2242e-02 eta: 3 days, 5:29:42 time: 0.3074 data_time: 0.0128 memory: 9395 grad_norm: 2.5524 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0917 loss: 3.0917 2022/08/14 10:06:15 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 10:06:32 - mmengine - INFO - Epoch(train) [16][3700/3757] lr: 5.2312e-02 eta: 3 days, 5:29:11 time: 0.3072 data_time: 0.0133 memory: 9395 grad_norm: 2.5037 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1320 loss: 3.1320 2022/08/14 10:06:50 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 10:06:50 - mmengine - INFO - Epoch(train) [16][3757/3757] lr: 5.2353e-02 eta: 3 days, 5:28:59 time: 0.3017 data_time: 0.0135 memory: 9395 grad_norm: 2.4699 top1_acc: 0.4286 top5_acc: 0.5714 loss_cls: 3.4451 loss: 3.4451 2022/08/14 10:06:50 - mmengine - INFO - Saving checkpoint at 16 epochs 2022/08/14 10:07:24 - mmengine - INFO - Epoch(train) [17][100/3757] lr: 5.2423e-02 eta: 3 days, 5:27:24 time: 0.3105 data_time: 0.0130 memory: 9395 grad_norm: 2.5662 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3044 loss: 3.3044 2022/08/14 10:07:55 - mmengine - INFO - Epoch(train) [17][200/3757] lr: 5.2493e-02 eta: 3 days, 5:26:52 time: 0.3102 data_time: 0.0141 memory: 9395 grad_norm: 2.4913 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.3615 loss: 3.3615 2022/08/14 10:08:26 - mmengine - INFO - Epoch(train) [17][300/3757] lr: 5.2564e-02 eta: 3 days, 5:26:22 time: 0.3108 data_time: 0.0131 memory: 9395 grad_norm: 2.5211 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.2651 loss: 3.2651 2022/08/14 10:08:57 - mmengine - INFO - Epoch(train) [17][400/3757] lr: 5.2634e-02 eta: 3 days, 5:25:51 time: 0.3079 data_time: 0.0130 memory: 9395 grad_norm: 2.4999 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3835 loss: 3.3835 2022/08/14 10:09:28 - mmengine - INFO - Epoch(train) [17][500/3757] lr: 5.2705e-02 eta: 3 days, 5:25:19 time: 0.3085 data_time: 0.0138 memory: 9395 grad_norm: 2.4912 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.4392 loss: 3.4392 2022/08/14 10:09:59 - mmengine - INFO - Epoch(train) [17][600/3757] lr: 5.2775e-02 eta: 3 days, 5:24:51 time: 0.3086 data_time: 0.0129 memory: 9395 grad_norm: 2.5347 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2115 loss: 3.2115 2022/08/14 10:10:30 - mmengine - INFO - Epoch(train) [17][700/3757] lr: 5.2846e-02 eta: 3 days, 5:24:21 time: 0.3081 data_time: 0.0136 memory: 9395 grad_norm: 2.4971 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0400 loss: 3.0400 2022/08/14 10:11:01 - mmengine - INFO - Epoch(train) [17][800/3757] lr: 5.2916e-02 eta: 3 days, 5:23:50 time: 0.3077 data_time: 0.0137 memory: 9395 grad_norm: 2.5460 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0830 loss: 3.0830 2022/08/14 10:11:28 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 10:11:32 - mmengine - INFO - Epoch(train) [17][900/3757] lr: 5.2987e-02 eta: 3 days, 5:23:18 time: 0.3084 data_time: 0.0160 memory: 9395 grad_norm: 2.5706 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4036 loss: 3.4036 2022/08/14 10:12:03 - mmengine - INFO - Epoch(train) [17][1000/3757] lr: 5.3057e-02 eta: 3 days, 5:22:49 time: 0.3128 data_time: 0.0153 memory: 9395 grad_norm: 2.5183 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2256 loss: 3.2256 2022/08/14 10:12:34 - mmengine - INFO - Epoch(train) [17][1100/3757] lr: 5.3128e-02 eta: 3 days, 5:22:18 time: 0.3073 data_time: 0.0133 memory: 9395 grad_norm: 2.4898 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3121 loss: 3.3121 2022/08/14 10:13:05 - mmengine - INFO - Epoch(train) [17][1200/3757] lr: 5.3198e-02 eta: 3 days, 5:21:47 time: 0.3102 data_time: 0.0156 memory: 9395 grad_norm: 2.4390 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3734 loss: 3.3734 2022/08/14 10:13:36 - mmengine - INFO - Epoch(train) [17][1300/3757] lr: 5.3269e-02 eta: 3 days, 5:21:16 time: 0.3078 data_time: 0.0132 memory: 9395 grad_norm: 2.5047 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.4016 loss: 3.4016 2022/08/14 10:14:07 - mmengine - INFO - Epoch(train) [17][1400/3757] lr: 5.3339e-02 eta: 3 days, 5:20:48 time: 0.3124 data_time: 0.0143 memory: 9395 grad_norm: 2.4884 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2375 loss: 3.2375 2022/08/14 10:14:38 - mmengine - INFO - Epoch(train) [17][1500/3757] lr: 5.3409e-02 eta: 3 days, 5:20:17 time: 0.3070 data_time: 0.0132 memory: 9395 grad_norm: 2.4975 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.9773 loss: 2.9773 2022/08/14 10:15:09 - mmengine - INFO - Epoch(train) [17][1600/3757] lr: 5.3480e-02 eta: 3 days, 5:19:47 time: 0.3085 data_time: 0.0124 memory: 9395 grad_norm: 2.5206 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1507 loss: 3.1507 2022/08/14 10:15:40 - mmengine - INFO - Epoch(train) [17][1700/3757] lr: 5.3550e-02 eta: 3 days, 5:19:17 time: 0.3081 data_time: 0.0133 memory: 9395 grad_norm: 2.4420 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3211 loss: 3.3211 2022/08/14 10:16:11 - mmengine - INFO - Epoch(train) [17][1800/3757] lr: 5.3621e-02 eta: 3 days, 5:18:46 time: 0.3069 data_time: 0.0132 memory: 9395 grad_norm: 2.5368 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3085 loss: 3.3085 2022/08/14 10:16:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 10:16:42 - mmengine - INFO - Epoch(train) [17][1900/3757] lr: 5.3691e-02 eta: 3 days, 5:18:16 time: 0.3085 data_time: 0.0152 memory: 9395 grad_norm: 2.5114 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2284 loss: 3.2284 2022/08/14 10:17:13 - mmengine - INFO - Epoch(train) [17][2000/3757] lr: 5.3762e-02 eta: 3 days, 5:17:43 time: 0.3086 data_time: 0.0129 memory: 9395 grad_norm: 2.4332 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2678 loss: 3.2678 2022/08/14 10:17:44 - mmengine - INFO - Epoch(train) [17][2100/3757] lr: 5.3832e-02 eta: 3 days, 5:17:14 time: 0.3156 data_time: 0.0140 memory: 9395 grad_norm: 2.5267 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.1608 loss: 3.1608 2022/08/14 10:18:15 - mmengine - INFO - Epoch(train) [17][2200/3757] lr: 5.3903e-02 eta: 3 days, 5:16:42 time: 0.3078 data_time: 0.0130 memory: 9395 grad_norm: 2.4831 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3794 loss: 3.3794 2022/08/14 10:18:46 - mmengine - INFO - Epoch(train) [17][2300/3757] lr: 5.3973e-02 eta: 3 days, 5:16:10 time: 0.3092 data_time: 0.0135 memory: 9395 grad_norm: 2.5267 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0805 loss: 3.0805 2022/08/14 10:19:17 - mmengine - INFO - Epoch(train) [17][2400/3757] lr: 5.4044e-02 eta: 3 days, 5:15:40 time: 0.3081 data_time: 0.0132 memory: 9395 grad_norm: 2.4663 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3916 loss: 3.3916 2022/08/14 10:19:48 - mmengine - INFO - Epoch(train) [17][2500/3757] lr: 5.4114e-02 eta: 3 days, 5:15:09 time: 0.3100 data_time: 0.0154 memory: 9395 grad_norm: 2.4847 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9714 loss: 2.9714 2022/08/14 10:20:18 - mmengine - INFO - Epoch(train) [17][2600/3757] lr: 5.4184e-02 eta: 3 days, 5:14:38 time: 0.3074 data_time: 0.0132 memory: 9395 grad_norm: 2.4791 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2163 loss: 3.2163 2022/08/14 10:20:49 - mmengine - INFO - Epoch(train) [17][2700/3757] lr: 5.4255e-02 eta: 3 days, 5:14:07 time: 0.3089 data_time: 0.0130 memory: 9395 grad_norm: 2.5383 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6402 loss: 3.6402 2022/08/14 10:21:20 - mmengine - INFO - Epoch(train) [17][2800/3757] lr: 5.4325e-02 eta: 3 days, 5:13:36 time: 0.3065 data_time: 0.0133 memory: 9395 grad_norm: 2.4613 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2270 loss: 3.2270 2022/08/14 10:21:48 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 10:21:51 - mmengine - INFO - Epoch(train) [17][2900/3757] lr: 5.4396e-02 eta: 3 days, 5:13:05 time: 0.3070 data_time: 0.0134 memory: 9395 grad_norm: 2.4808 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.2908 loss: 3.2908 2022/08/14 10:22:22 - mmengine - INFO - Epoch(train) [17][3000/3757] lr: 5.4466e-02 eta: 3 days, 5:12:33 time: 0.3083 data_time: 0.0133 memory: 9395 grad_norm: 2.4414 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1630 loss: 3.1630 2022/08/14 10:22:53 - mmengine - INFO - Epoch(train) [17][3100/3757] lr: 5.4537e-02 eta: 3 days, 5:12:02 time: 0.3090 data_time: 0.0135 memory: 9395 grad_norm: 2.4943 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3463 loss: 3.3463 2022/08/14 10:23:24 - mmengine - INFO - Epoch(train) [17][3200/3757] lr: 5.4607e-02 eta: 3 days, 5:11:32 time: 0.3104 data_time: 0.0155 memory: 9395 grad_norm: 2.5184 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3266 loss: 3.3266 2022/08/14 10:23:55 - mmengine - INFO - Epoch(train) [17][3300/3757] lr: 5.4678e-02 eta: 3 days, 5:11:00 time: 0.3082 data_time: 0.0129 memory: 9395 grad_norm: 2.4977 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1399 loss: 3.1399 2022/08/14 10:24:26 - mmengine - INFO - Epoch(train) [17][3400/3757] lr: 5.4748e-02 eta: 3 days, 5:10:29 time: 0.3119 data_time: 0.0131 memory: 9395 grad_norm: 2.4680 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.3047 loss: 3.3047 2022/08/14 10:24:57 - mmengine - INFO - Epoch(train) [17][3500/3757] lr: 5.4819e-02 eta: 3 days, 5:09:58 time: 0.3080 data_time: 0.0134 memory: 9395 grad_norm: 2.4684 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1044 loss: 3.1044 2022/08/14 10:25:28 - mmengine - INFO - Epoch(train) [17][3600/3757] lr: 5.4889e-02 eta: 3 days, 5:09:28 time: 0.3099 data_time: 0.0131 memory: 9395 grad_norm: 2.4597 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2345 loss: 3.2345 2022/08/14 10:25:59 - mmengine - INFO - Epoch(train) [17][3700/3757] lr: 5.4959e-02 eta: 3 days, 5:08:57 time: 0.3078 data_time: 0.0137 memory: 9395 grad_norm: 2.4965 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9985 loss: 2.9985 2022/08/14 10:26:16 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 10:26:16 - mmengine - INFO - Epoch(train) [17][3757/3757] lr: 5.5000e-02 eta: 3 days, 5:08:45 time: 0.3041 data_time: 0.0146 memory: 9395 grad_norm: 2.5523 top1_acc: 0.2857 top5_acc: 0.7143 loss_cls: 3.3519 loss: 3.3519 2022/08/14 10:26:49 - mmengine - INFO - Epoch(train) [18][100/3757] lr: 5.5070e-02 eta: 3 days, 5:07:16 time: 0.3071 data_time: 0.0133 memory: 9395 grad_norm: 2.5668 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.4164 loss: 3.4164 2022/08/14 10:26:58 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 10:27:20 - mmengine - INFO - Epoch(train) [18][200/3757] lr: 5.5141e-02 eta: 3 days, 5:06:45 time: 0.3078 data_time: 0.0137 memory: 9395 grad_norm: 2.5171 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.2936 loss: 3.2936 2022/08/14 10:27:51 - mmengine - INFO - Epoch(train) [18][300/3757] lr: 5.5211e-02 eta: 3 days, 5:06:13 time: 0.3072 data_time: 0.0130 memory: 9395 grad_norm: 2.4557 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0580 loss: 3.0580 2022/08/14 10:28:22 - mmengine - INFO - Epoch(train) [18][400/3757] lr: 5.5281e-02 eta: 3 days, 5:05:42 time: 0.3080 data_time: 0.0126 memory: 9395 grad_norm: 2.5455 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.0184 loss: 3.0184 2022/08/14 10:28:52 - mmengine - INFO - Epoch(train) [18][500/3757] lr: 5.5352e-02 eta: 3 days, 5:05:10 time: 0.3072 data_time: 0.0130 memory: 9395 grad_norm: 2.5425 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0798 loss: 3.0798 2022/08/14 10:29:23 - mmengine - INFO - Epoch(train) [18][600/3757] lr: 5.5422e-02 eta: 3 days, 5:04:38 time: 0.3089 data_time: 0.0134 memory: 9395 grad_norm: 2.4793 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0434 loss: 3.0434 2022/08/14 10:29:54 - mmengine - INFO - Epoch(train) [18][700/3757] lr: 5.5493e-02 eta: 3 days, 5:04:07 time: 0.3077 data_time: 0.0134 memory: 9395 grad_norm: 2.4976 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1153 loss: 3.1153 2022/08/14 10:30:25 - mmengine - INFO - Epoch(train) [18][800/3757] lr: 5.5563e-02 eta: 3 days, 5:03:37 time: 0.3135 data_time: 0.0148 memory: 9395 grad_norm: 2.5481 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2750 loss: 3.2750 2022/08/14 10:30:56 - mmengine - INFO - Epoch(train) [18][900/3757] lr: 5.5634e-02 eta: 3 days, 5:03:05 time: 0.3084 data_time: 0.0135 memory: 9395 grad_norm: 2.5352 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4103 loss: 3.4103 2022/08/14 10:31:27 - mmengine - INFO - Epoch(train) [18][1000/3757] lr: 5.5704e-02 eta: 3 days, 5:02:33 time: 0.3071 data_time: 0.0126 memory: 9395 grad_norm: 2.4806 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.3698 loss: 3.3698 2022/08/14 10:31:58 - mmengine - INFO - Epoch(train) [18][1100/3757] lr: 5.5775e-02 eta: 3 days, 5:02:03 time: 0.3085 data_time: 0.0142 memory: 9395 grad_norm: 2.5536 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3108 loss: 3.3108 2022/08/14 10:32:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 10:32:29 - mmengine - INFO - Epoch(train) [18][1200/3757] lr: 5.5845e-02 eta: 3 days, 5:01:32 time: 0.3105 data_time: 0.0145 memory: 9395 grad_norm: 2.5023 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2678 loss: 3.2678 2022/08/14 10:33:00 - mmengine - INFO - Epoch(train) [18][1300/3757] lr: 5.5916e-02 eta: 3 days, 5:01:00 time: 0.3076 data_time: 0.0134 memory: 9395 grad_norm: 2.4418 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4352 loss: 3.4352 2022/08/14 10:33:31 - mmengine - INFO - Epoch(train) [18][1400/3757] lr: 5.5986e-02 eta: 3 days, 5:00:29 time: 0.3080 data_time: 0.0137 memory: 9395 grad_norm: 2.5426 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.1724 loss: 3.1724 2022/08/14 10:34:02 - mmengine - INFO - Epoch(train) [18][1500/3757] lr: 5.6057e-02 eta: 3 days, 4:59:59 time: 0.3084 data_time: 0.0141 memory: 9395 grad_norm: 2.4439 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0640 loss: 3.0640 2022/08/14 10:34:32 - mmengine - INFO - Epoch(train) [18][1600/3757] lr: 5.6127e-02 eta: 3 days, 4:59:27 time: 0.3074 data_time: 0.0131 memory: 9395 grad_norm: 2.4523 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2131 loss: 3.2131 2022/08/14 10:35:03 - mmengine - INFO - Epoch(train) [18][1700/3757] lr: 5.6197e-02 eta: 3 days, 4:58:57 time: 0.3091 data_time: 0.0145 memory: 9395 grad_norm: 2.5590 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9421 loss: 2.9421 2022/08/14 10:35:34 - mmengine - INFO - Epoch(train) [18][1800/3757] lr: 5.6268e-02 eta: 3 days, 4:58:27 time: 0.3096 data_time: 0.0146 memory: 9395 grad_norm: 2.4581 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1608 loss: 3.1608 2022/08/14 10:36:05 - mmengine - INFO - Epoch(train) [18][1900/3757] lr: 5.6338e-02 eta: 3 days, 4:57:56 time: 0.3085 data_time: 0.0130 memory: 9395 grad_norm: 2.4858 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3876 loss: 3.3876 2022/08/14 10:36:36 - mmengine - INFO - Epoch(train) [18][2000/3757] lr: 5.6409e-02 eta: 3 days, 4:57:24 time: 0.3090 data_time: 0.0143 memory: 9395 grad_norm: 2.4892 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5529 loss: 3.5529 2022/08/14 10:37:07 - mmengine - INFO - Epoch(train) [18][2100/3757] lr: 5.6479e-02 eta: 3 days, 4:56:53 time: 0.3086 data_time: 0.0134 memory: 9395 grad_norm: 2.5709 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0947 loss: 3.0947 2022/08/14 10:37:17 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 10:37:38 - mmengine - INFO - Epoch(train) [18][2200/3757] lr: 5.6550e-02 eta: 3 days, 4:56:23 time: 0.3128 data_time: 0.0139 memory: 9395 grad_norm: 2.5305 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.3108 loss: 3.3108 2022/08/14 10:38:09 - mmengine - INFO - Epoch(train) [18][2300/3757] lr: 5.6620e-02 eta: 3 days, 4:55:52 time: 0.3078 data_time: 0.0134 memory: 9395 grad_norm: 2.4192 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1239 loss: 3.1239 2022/08/14 10:38:40 - mmengine - INFO - Epoch(train) [18][2400/3757] lr: 5.6691e-02 eta: 3 days, 4:55:20 time: 0.3071 data_time: 0.0125 memory: 9395 grad_norm: 2.4901 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2139 loss: 3.2139 2022/08/14 10:39:11 - mmengine - INFO - Epoch(train) [18][2500/3757] lr: 5.6761e-02 eta: 3 days, 4:54:49 time: 0.3078 data_time: 0.0133 memory: 9395 grad_norm: 2.4701 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3023 loss: 3.3023 2022/08/14 10:39:42 - mmengine - INFO - Epoch(train) [18][2600/3757] lr: 5.6832e-02 eta: 3 days, 4:54:18 time: 0.3082 data_time: 0.0141 memory: 9395 grad_norm: 2.5207 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1201 loss: 3.1201 2022/08/14 10:40:13 - mmengine - INFO - Epoch(train) [18][2700/3757] lr: 5.6902e-02 eta: 3 days, 4:53:49 time: 0.3124 data_time: 0.0145 memory: 9395 grad_norm: 2.4074 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3821 loss: 3.3821 2022/08/14 10:40:44 - mmengine - INFO - Epoch(train) [18][2800/3757] lr: 5.6972e-02 eta: 3 days, 4:53:19 time: 0.3082 data_time: 0.0135 memory: 9395 grad_norm: 2.4415 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4038 loss: 3.4038 2022/08/14 10:41:15 - mmengine - INFO - Epoch(train) [18][2900/3757] lr: 5.7043e-02 eta: 3 days, 4:52:48 time: 0.3099 data_time: 0.0130 memory: 9395 grad_norm: 2.4623 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3736 loss: 3.3736 2022/08/14 10:41:46 - mmengine - INFO - Epoch(train) [18][3000/3757] lr: 5.7113e-02 eta: 3 days, 4:52:17 time: 0.3078 data_time: 0.0134 memory: 9395 grad_norm: 2.3997 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1134 loss: 3.1134 2022/08/14 10:42:17 - mmengine - INFO - Epoch(train) [18][3100/3757] lr: 5.7184e-02 eta: 3 days, 4:51:47 time: 0.3099 data_time: 0.0136 memory: 9395 grad_norm: 2.3767 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2812 loss: 3.2812 2022/08/14 10:42:26 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 10:42:48 - mmengine - INFO - Epoch(train) [18][3200/3757] lr: 5.7254e-02 eta: 3 days, 4:51:16 time: 0.3100 data_time: 0.0148 memory: 9395 grad_norm: 2.3930 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2170 loss: 3.2170 2022/08/14 10:43:19 - mmengine - INFO - Epoch(train) [18][3300/3757] lr: 5.7325e-02 eta: 3 days, 4:50:45 time: 0.3076 data_time: 0.0127 memory: 9395 grad_norm: 2.5209 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.2253 loss: 3.2253 2022/08/14 10:43:50 - mmengine - INFO - Epoch(train) [18][3400/3757] lr: 5.7395e-02 eta: 3 days, 4:50:15 time: 0.3081 data_time: 0.0145 memory: 9395 grad_norm: 2.4404 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2264 loss: 3.2264 2022/08/14 10:44:21 - mmengine - INFO - Epoch(train) [18][3500/3757] lr: 5.7466e-02 eta: 3 days, 4:49:45 time: 0.3083 data_time: 0.0143 memory: 9395 grad_norm: 2.4417 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.5991 loss: 3.5991 2022/08/14 10:44:52 - mmengine - INFO - Epoch(train) [18][3600/3757] lr: 5.7536e-02 eta: 3 days, 4:49:15 time: 0.3095 data_time: 0.0138 memory: 9395 grad_norm: 2.4386 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1869 loss: 3.1869 2022/08/14 10:45:23 - mmengine - INFO - Epoch(train) [18][3700/3757] lr: 5.7607e-02 eta: 3 days, 4:48:44 time: 0.3075 data_time: 0.0132 memory: 9395 grad_norm: 2.4404 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2543 loss: 3.2543 2022/08/14 10:45:40 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 10:45:40 - mmengine - INFO - Epoch(train) [18][3757/3757] lr: 5.7647e-02 eta: 3 days, 4:48:32 time: 0.3017 data_time: 0.0132 memory: 9395 grad_norm: 2.5054 top1_acc: 0.1429 top5_acc: 0.5714 loss_cls: 3.1986 loss: 3.1986 2022/08/14 10:46:12 - mmengine - INFO - Epoch(train) [19][100/3757] lr: 5.7717e-02 eta: 3 days, 4:47:03 time: 0.3076 data_time: 0.0136 memory: 9395 grad_norm: 2.5186 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.0320 loss: 3.0320 2022/08/14 10:46:43 - mmengine - INFO - Epoch(train) [19][200/3757] lr: 5.7788e-02 eta: 3 days, 4:46:31 time: 0.3094 data_time: 0.0143 memory: 9395 grad_norm: 2.5368 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8683 loss: 2.8683 2022/08/14 10:47:14 - mmengine - INFO - Epoch(train) [19][300/3757] lr: 5.7858e-02 eta: 3 days, 4:45:59 time: 0.3085 data_time: 0.0137 memory: 9395 grad_norm: 2.5299 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1288 loss: 3.1288 2022/08/14 10:47:37 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 10:47:45 - mmengine - INFO - Epoch(train) [19][400/3757] lr: 5.7929e-02 eta: 3 days, 4:45:27 time: 0.3090 data_time: 0.0151 memory: 9395 grad_norm: 2.5281 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2959 loss: 3.2959 2022/08/14 10:48:16 - mmengine - INFO - Epoch(train) [19][500/3757] lr: 5.7999e-02 eta: 3 days, 4:44:56 time: 0.3084 data_time: 0.0132 memory: 9395 grad_norm: 2.4920 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.0343 loss: 3.0343 2022/08/14 10:48:47 - mmengine - INFO - Epoch(train) [19][600/3757] lr: 5.8069e-02 eta: 3 days, 4:44:24 time: 0.3096 data_time: 0.0151 memory: 9395 grad_norm: 2.4410 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1827 loss: 3.1827 2022/08/14 10:49:18 - mmengine - INFO - Epoch(train) [19][700/3757] lr: 5.8140e-02 eta: 3 days, 4:43:52 time: 0.3081 data_time: 0.0137 memory: 9395 grad_norm: 2.4484 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1616 loss: 3.1616 2022/08/14 10:49:48 - mmengine - INFO - Epoch(train) [19][800/3757] lr: 5.8210e-02 eta: 3 days, 4:43:21 time: 0.3074 data_time: 0.0128 memory: 9395 grad_norm: 2.5424 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2090 loss: 3.2090 2022/08/14 10:50:19 - mmengine - INFO - Epoch(train) [19][900/3757] lr: 5.8281e-02 eta: 3 days, 4:42:49 time: 0.3066 data_time: 0.0134 memory: 9395 grad_norm: 2.4432 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.2977 loss: 3.2977 2022/08/14 10:50:50 - mmengine - INFO - Epoch(train) [19][1000/3757] lr: 5.8351e-02 eta: 3 days, 4:42:19 time: 0.3087 data_time: 0.0138 memory: 9395 grad_norm: 2.5004 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.4826 loss: 3.4826 2022/08/14 10:51:21 - mmengine - INFO - Epoch(train) [19][1100/3757] lr: 5.8422e-02 eta: 3 days, 4:41:48 time: 0.3073 data_time: 0.0128 memory: 9395 grad_norm: 2.4650 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0150 loss: 3.0150 2022/08/14 10:51:52 - mmengine - INFO - Epoch(train) [19][1200/3757] lr: 5.8492e-02 eta: 3 days, 4:41:16 time: 0.3076 data_time: 0.0128 memory: 9395 grad_norm: 2.4415 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3471 loss: 3.3471 2022/08/14 10:52:23 - mmengine - INFO - Epoch(train) [19][1300/3757] lr: 5.8563e-02 eta: 3 days, 4:40:44 time: 0.3079 data_time: 0.0130 memory: 9395 grad_norm: 2.4575 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1472 loss: 3.1472 2022/08/14 10:52:46 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 10:52:54 - mmengine - INFO - Epoch(train) [19][1400/3757] lr: 5.8633e-02 eta: 3 days, 4:40:13 time: 0.3088 data_time: 0.0146 memory: 9395 grad_norm: 2.4249 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0679 loss: 3.0679 2022/08/14 10:53:25 - mmengine - INFO - Epoch(train) [19][1500/3757] lr: 5.8704e-02 eta: 3 days, 4:39:42 time: 0.3108 data_time: 0.0137 memory: 9395 grad_norm: 2.4115 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2591 loss: 3.2591 2022/08/14 10:53:56 - mmengine - INFO - Epoch(train) [19][1600/3757] lr: 5.8774e-02 eta: 3 days, 4:39:12 time: 0.3102 data_time: 0.0151 memory: 9395 grad_norm: 2.4619 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3106 loss: 3.3106 2022/08/14 10:54:27 - mmengine - INFO - Epoch(train) [19][1700/3757] lr: 5.8845e-02 eta: 3 days, 4:38:39 time: 0.3076 data_time: 0.0135 memory: 9395 grad_norm: 2.3936 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3455 loss: 3.3455 2022/08/14 10:54:58 - mmengine - INFO - Epoch(train) [19][1800/3757] lr: 5.8915e-02 eta: 3 days, 4:38:09 time: 0.3082 data_time: 0.0130 memory: 9395 grad_norm: 2.4479 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.1466 loss: 3.1466 2022/08/14 10:55:29 - mmengine - INFO - Epoch(train) [19][1900/3757] lr: 5.8985e-02 eta: 3 days, 4:37:39 time: 0.3163 data_time: 0.0130 memory: 9395 grad_norm: 2.4610 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.9801 loss: 2.9801 2022/08/14 10:56:00 - mmengine - INFO - Epoch(train) [19][2000/3757] lr: 5.9056e-02 eta: 3 days, 4:37:11 time: 0.3074 data_time: 0.0138 memory: 9395 grad_norm: 2.4856 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0731 loss: 3.0731 2022/08/14 10:56:31 - mmengine - INFO - Epoch(train) [19][2100/3757] lr: 5.9126e-02 eta: 3 days, 4:36:40 time: 0.3076 data_time: 0.0134 memory: 9395 grad_norm: 2.4009 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1518 loss: 3.1518 2022/08/14 10:57:02 - mmengine - INFO - Epoch(train) [19][2200/3757] lr: 5.9197e-02 eta: 3 days, 4:36:13 time: 0.3092 data_time: 0.0132 memory: 9395 grad_norm: 2.4348 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1412 loss: 3.1412 2022/08/14 10:57:33 - mmengine - INFO - Epoch(train) [19][2300/3757] lr: 5.9267e-02 eta: 3 days, 4:35:42 time: 0.3072 data_time: 0.0132 memory: 9395 grad_norm: 2.5290 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0557 loss: 3.0557 2022/08/14 10:57:56 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 10:58:04 - mmengine - INFO - Epoch(train) [19][2400/3757] lr: 5.9338e-02 eta: 3 days, 4:35:14 time: 0.3175 data_time: 0.0139 memory: 9395 grad_norm: 2.4890 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2823 loss: 3.2823 2022/08/14 10:58:35 - mmengine - INFO - Epoch(train) [19][2500/3757] lr: 5.9408e-02 eta: 3 days, 4:34:43 time: 0.3070 data_time: 0.0135 memory: 9395 grad_norm: 2.4314 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1865 loss: 3.1865 2022/08/14 10:59:06 - mmengine - INFO - Epoch(train) [19][2600/3757] lr: 5.9479e-02 eta: 3 days, 4:34:11 time: 0.3071 data_time: 0.0138 memory: 9395 grad_norm: 2.4145 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1659 loss: 3.1659 2022/08/14 10:59:37 - mmengine - INFO - Epoch(train) [19][2700/3757] lr: 5.9549e-02 eta: 3 days, 4:33:40 time: 0.3076 data_time: 0.0133 memory: 9395 grad_norm: 2.4427 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9719 loss: 2.9719 2022/08/14 11:00:08 - mmengine - INFO - Epoch(train) [19][2800/3757] lr: 5.9620e-02 eta: 3 days, 4:33:10 time: 0.3082 data_time: 0.0129 memory: 9395 grad_norm: 2.3847 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1437 loss: 3.1437 2022/08/14 11:00:39 - mmengine - INFO - Epoch(train) [19][2900/3757] lr: 5.9690e-02 eta: 3 days, 4:32:39 time: 0.3072 data_time: 0.0141 memory: 9395 grad_norm: 2.4046 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4531 loss: 3.4531 2022/08/14 11:01:09 - mmengine - INFO - Epoch(train) [19][3000/3757] lr: 5.9760e-02 eta: 3 days, 4:32:07 time: 0.3089 data_time: 0.0135 memory: 9395 grad_norm: 2.4128 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.6052 loss: 3.6052 2022/08/14 11:01:40 - mmengine - INFO - Epoch(train) [19][3100/3757] lr: 5.9831e-02 eta: 3 days, 4:31:36 time: 0.3078 data_time: 0.0133 memory: 9395 grad_norm: 2.4742 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.2413 loss: 3.2413 2022/08/14 11:02:11 - mmengine - INFO - Epoch(train) [19][3200/3757] lr: 5.9901e-02 eta: 3 days, 4:31:05 time: 0.3082 data_time: 0.0131 memory: 9395 grad_norm: 2.4856 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2548 loss: 3.2548 2022/08/14 11:02:42 - mmengine - INFO - Epoch(train) [19][3300/3757] lr: 5.9972e-02 eta: 3 days, 4:30:35 time: 0.3130 data_time: 0.0140 memory: 9395 grad_norm: 2.5092 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.4895 loss: 3.4895 2022/08/14 11:03:05 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 11:03:13 - mmengine - INFO - Epoch(train) [19][3400/3757] lr: 6.0042e-02 eta: 3 days, 4:30:05 time: 0.3086 data_time: 0.0132 memory: 9395 grad_norm: 2.4490 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1901 loss: 3.1901 2022/08/14 11:03:44 - mmengine - INFO - Epoch(train) [19][3500/3757] lr: 6.0113e-02 eta: 3 days, 4:29:34 time: 0.3098 data_time: 0.0145 memory: 9395 grad_norm: 2.3364 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8978 loss: 2.8978 2022/08/14 11:04:15 - mmengine - INFO - Epoch(train) [19][3600/3757] lr: 6.0183e-02 eta: 3 days, 4:29:04 time: 0.3096 data_time: 0.0130 memory: 9395 grad_norm: 2.4812 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1805 loss: 3.1805 2022/08/14 11:04:46 - mmengine - INFO - Epoch(train) [19][3700/3757] lr: 6.0254e-02 eta: 3 days, 4:28:33 time: 0.3087 data_time: 0.0141 memory: 9395 grad_norm: 2.4326 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2097 loss: 3.2097 2022/08/14 11:05:04 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 11:05:04 - mmengine - INFO - Epoch(train) [19][3757/3757] lr: 6.0294e-02 eta: 3 days, 4:28:22 time: 0.3033 data_time: 0.0134 memory: 9395 grad_norm: 2.4999 top1_acc: 0.1429 top5_acc: 0.4286 loss_cls: 3.3287 loss: 3.3287 2022/08/14 11:05:36 - mmengine - INFO - Epoch(train) [20][100/3757] lr: 6.0364e-02 eta: 3 days, 4:27:01 time: 0.3078 data_time: 0.0135 memory: 9395 grad_norm: 2.4576 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.3154 loss: 3.3154 2022/08/14 11:06:07 - mmengine - INFO - Epoch(train) [20][200/3757] lr: 6.0435e-02 eta: 3 days, 4:26:29 time: 0.3096 data_time: 0.0133 memory: 9395 grad_norm: 2.4514 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.9804 loss: 2.9804 2022/08/14 11:06:38 - mmengine - INFO - Epoch(train) [20][300/3757] lr: 6.0505e-02 eta: 3 days, 4:25:58 time: 0.3095 data_time: 0.0136 memory: 9395 grad_norm: 2.4776 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1949 loss: 3.1949 2022/08/14 11:07:09 - mmengine - INFO - Epoch(train) [20][400/3757] lr: 6.0576e-02 eta: 3 days, 4:25:27 time: 0.3077 data_time: 0.0128 memory: 9395 grad_norm: 2.4189 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2769 loss: 3.2769 2022/08/14 11:07:40 - mmengine - INFO - Epoch(train) [20][500/3757] lr: 6.0646e-02 eta: 3 days, 4:24:55 time: 0.3072 data_time: 0.0141 memory: 9395 grad_norm: 2.4069 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3737 loss: 3.3737 2022/08/14 11:08:11 - mmengine - INFO - Epoch(train) [20][600/3757] lr: 6.0717e-02 eta: 3 days, 4:24:24 time: 0.3071 data_time: 0.0145 memory: 9395 grad_norm: 2.4463 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1312 loss: 3.1312 2022/08/14 11:08:16 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 11:08:42 - mmengine - INFO - Epoch(train) [20][700/3757] lr: 6.0787e-02 eta: 3 days, 4:23:52 time: 0.3083 data_time: 0.0132 memory: 9395 grad_norm: 2.5462 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1749 loss: 3.1749 2022/08/14 11:09:13 - mmengine - INFO - Epoch(train) [20][800/3757] lr: 6.0857e-02 eta: 3 days, 4:23:22 time: 0.3087 data_time: 0.0135 memory: 9395 grad_norm: 2.4137 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9397 loss: 2.9397 2022/08/14 11:09:44 - mmengine - INFO - Epoch(train) [20][900/3757] lr: 6.0928e-02 eta: 3 days, 4:22:52 time: 0.3124 data_time: 0.0148 memory: 9395 grad_norm: 2.4472 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7674 loss: 2.7674 2022/08/14 11:10:15 - mmengine - INFO - Epoch(train) [20][1000/3757] lr: 6.0998e-02 eta: 3 days, 4:22:20 time: 0.3088 data_time: 0.0133 memory: 9395 grad_norm: 2.4587 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0231 loss: 3.0231 2022/08/14 11:10:45 - mmengine - INFO - Epoch(train) [20][1100/3757] lr: 6.1069e-02 eta: 3 days, 4:21:49 time: 0.3101 data_time: 0.0146 memory: 9395 grad_norm: 2.4892 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.3776 loss: 3.3776 2022/08/14 11:11:16 - mmengine - INFO - Epoch(train) [20][1200/3757] lr: 6.1139e-02 eta: 3 days, 4:21:18 time: 0.3076 data_time: 0.0133 memory: 9395 grad_norm: 2.5535 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1272 loss: 3.1272 2022/08/14 11:11:47 - mmengine - INFO - Epoch(train) [20][1300/3757] lr: 6.1210e-02 eta: 3 days, 4:20:46 time: 0.3085 data_time: 0.0139 memory: 9395 grad_norm: 2.5009 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3256 loss: 3.3256 2022/08/14 11:12:18 - mmengine - INFO - Epoch(train) [20][1400/3757] lr: 6.1280e-02 eta: 3 days, 4:20:16 time: 0.3121 data_time: 0.0136 memory: 9395 grad_norm: 2.4721 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0222 loss: 3.0222 2022/08/14 11:12:49 - mmengine - INFO - Epoch(train) [20][1500/3757] lr: 6.1351e-02 eta: 3 days, 4:19:46 time: 0.3086 data_time: 0.0141 memory: 9395 grad_norm: 2.4421 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2868 loss: 3.2868 2022/08/14 11:13:20 - mmengine - INFO - Epoch(train) [20][1600/3757] lr: 6.1421e-02 eta: 3 days, 4:19:15 time: 0.3071 data_time: 0.0133 memory: 9395 grad_norm: 2.4434 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2913 loss: 3.2913 2022/08/14 11:13:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 11:13:51 - mmengine - INFO - Epoch(train) [20][1700/3757] lr: 6.1492e-02 eta: 3 days, 4:18:44 time: 0.3083 data_time: 0.0140 memory: 9395 grad_norm: 2.4406 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1764 loss: 3.1764 2022/08/14 11:14:22 - mmengine - INFO - Epoch(train) [20][1800/3757] lr: 6.1562e-02 eta: 3 days, 4:18:13 time: 0.3079 data_time: 0.0137 memory: 9395 grad_norm: 2.4494 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3651 loss: 3.3651 2022/08/14 11:14:53 - mmengine - INFO - Epoch(train) [20][1900/3757] lr: 6.1632e-02 eta: 3 days, 4:17:44 time: 0.3085 data_time: 0.0127 memory: 9395 grad_norm: 2.4696 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.3017 loss: 3.3017 2022/08/14 11:15:24 - mmengine - INFO - Epoch(train) [20][2000/3757] lr: 6.1703e-02 eta: 3 days, 4:17:14 time: 0.3112 data_time: 0.0138 memory: 9395 grad_norm: 2.4858 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4587 loss: 3.4587 2022/08/14 11:15:55 - mmengine - INFO - Epoch(train) [20][2100/3757] lr: 6.1773e-02 eta: 3 days, 4:16:43 time: 0.3093 data_time: 0.0144 memory: 9395 grad_norm: 2.3808 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.3554 loss: 3.3554 2022/08/14 11:16:26 - mmengine - INFO - Epoch(train) [20][2200/3757] lr: 6.1844e-02 eta: 3 days, 4:16:11 time: 0.3069 data_time: 0.0131 memory: 9395 grad_norm: 2.3980 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3520 loss: 3.3520 2022/08/14 11:16:57 - mmengine - INFO - Epoch(train) [20][2300/3757] lr: 6.1914e-02 eta: 3 days, 4:15:40 time: 0.3086 data_time: 0.0144 memory: 9395 grad_norm: 2.5377 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.4777 loss: 3.4777 2022/08/14 11:17:28 - mmengine - INFO - Epoch(train) [20][2400/3757] lr: 6.1985e-02 eta: 3 days, 4:15:09 time: 0.3087 data_time: 0.0139 memory: 9395 grad_norm: 2.4232 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1649 loss: 3.1649 2022/08/14 11:17:59 - mmengine - INFO - Epoch(train) [20][2500/3757] lr: 6.2055e-02 eta: 3 days, 4:14:38 time: 0.3110 data_time: 0.0140 memory: 9395 grad_norm: 2.4645 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0477 loss: 3.0477 2022/08/14 11:18:29 - mmengine - INFO - Epoch(train) [20][2600/3757] lr: 6.2126e-02 eta: 3 days, 4:14:07 time: 0.3084 data_time: 0.0126 memory: 9395 grad_norm: 2.4335 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.2294 loss: 3.2294 2022/08/14 11:18:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 11:19:00 - mmengine - INFO - Epoch(train) [20][2700/3757] lr: 6.2196e-02 eta: 3 days, 4:13:37 time: 0.3091 data_time: 0.0132 memory: 9395 grad_norm: 2.4486 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.4146 loss: 3.4146 2022/08/14 11:19:31 - mmengine - INFO - Epoch(train) [20][2800/3757] lr: 6.2267e-02 eta: 3 days, 4:13:05 time: 0.3071 data_time: 0.0132 memory: 9395 grad_norm: 2.3769 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0568 loss: 3.0568 2022/08/14 11:20:02 - mmengine - INFO - Epoch(train) [20][2900/3757] lr: 6.2337e-02 eta: 3 days, 4:12:34 time: 0.3087 data_time: 0.0133 memory: 9395 grad_norm: 2.4157 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.3830 loss: 3.3830 2022/08/14 11:20:33 - mmengine - INFO - Epoch(train) [20][3000/3757] lr: 6.2408e-02 eta: 3 days, 4:12:04 time: 0.3088 data_time: 0.0133 memory: 9395 grad_norm: 2.4551 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2387 loss: 3.2387 2022/08/14 11:21:04 - mmengine - INFO - Epoch(train) [20][3100/3757] lr: 6.2478e-02 eta: 3 days, 4:11:33 time: 0.3088 data_time: 0.0136 memory: 9395 grad_norm: 2.4630 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9906 loss: 2.9906 2022/08/14 11:21:35 - mmengine - INFO - Epoch(train) [20][3200/3757] lr: 6.2548e-02 eta: 3 days, 4:11:03 time: 0.3102 data_time: 0.0148 memory: 9395 grad_norm: 2.4540 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0723 loss: 3.0723 2022/08/14 11:22:06 - mmengine - INFO - Epoch(train) [20][3300/3757] lr: 6.2619e-02 eta: 3 days, 4:10:33 time: 0.3092 data_time: 0.0164 memory: 9395 grad_norm: 2.3971 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3048 loss: 3.3048 2022/08/14 11:22:37 - mmengine - INFO - Epoch(train) [20][3400/3757] lr: 6.2689e-02 eta: 3 days, 4:10:04 time: 0.3103 data_time: 0.0135 memory: 9395 grad_norm: 2.5113 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3899 loss: 3.3899 2022/08/14 11:23:08 - mmengine - INFO - Epoch(train) [20][3500/3757] lr: 6.2760e-02 eta: 3 days, 4:09:34 time: 0.3092 data_time: 0.0132 memory: 9395 grad_norm: 2.3898 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.2831 loss: 3.2831 2022/08/14 11:23:39 - mmengine - INFO - Epoch(train) [20][3600/3757] lr: 6.2830e-02 eta: 3 days, 4:09:04 time: 0.3090 data_time: 0.0143 memory: 9395 grad_norm: 2.4053 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2999 loss: 3.2999 2022/08/14 11:23:45 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 11:24:10 - mmengine - INFO - Epoch(train) [20][3700/3757] lr: 6.2901e-02 eta: 3 days, 4:08:33 time: 0.3097 data_time: 0.0145 memory: 9395 grad_norm: 2.4540 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0794 loss: 3.0794 2022/08/14 11:24:28 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 11:24:28 - mmengine - INFO - Epoch(train) [20][3757/3757] lr: 6.2941e-02 eta: 3 days, 4:08:22 time: 0.3045 data_time: 0.0153 memory: 9395 grad_norm: 2.4439 top1_acc: 0.2857 top5_acc: 0.5714 loss_cls: 2.9440 loss: 2.9440 2022/08/14 11:24:28 - mmengine - INFO - Saving checkpoint at 20 epochs 2022/08/14 11:24:47 - mmengine - INFO - Epoch(val) [20][100/310] eta: 0:00:37 time: 0.1774 data_time: 0.0829 memory: 1523 2022/08/14 11:25:04 - mmengine - INFO - Epoch(val) [20][200/310] eta: 0:00:17 time: 0.1580 data_time: 0.0603 memory: 1523 2022/08/14 11:25:21 - mmengine - INFO - Epoch(val) [20][300/310] eta: 0:00:01 time: 0.1630 data_time: 0.0713 memory: 1523 2022/08/14 11:25:24 - mmengine - INFO - Epoch(val) [20][310/310] acc/top1: 0.3686 acc/top5: 0.6495 acc/mean1: 0.3684 2022/08/14 11:25:24 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr/best_acc/top1_epoch_16.pth is removed 2022/08/14 11:25:26 - mmengine - INFO - The best checkpoint with 0.3686 acc/top1 at 21 epoch is saved to best_acc/top1_epoch_21.pth. 2022/08/14 11:25:58 - mmengine - INFO - Epoch(train) [21][100/3757] lr: 6.3011e-02 eta: 3 days, 4:06:58 time: 0.3078 data_time: 0.0131 memory: 9395 grad_norm: 2.4755 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3660 loss: 3.3660 2022/08/14 11:26:29 - mmengine - INFO - Epoch(train) [21][200/3757] lr: 6.3082e-02 eta: 3 days, 4:06:26 time: 0.3102 data_time: 0.0144 memory: 9395 grad_norm: 2.4510 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0947 loss: 3.0947 2022/08/14 11:27:00 - mmengine - INFO - Epoch(train) [21][300/3757] lr: 6.3152e-02 eta: 3 days, 4:05:53 time: 0.3078 data_time: 0.0136 memory: 9395 grad_norm: 2.4135 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9797 loss: 2.9797 2022/08/14 11:27:31 - mmengine - INFO - Epoch(train) [21][400/3757] lr: 6.3223e-02 eta: 3 days, 4:05:22 time: 0.3099 data_time: 0.0140 memory: 9395 grad_norm: 2.4165 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 3.0179 loss: 3.0179 2022/08/14 11:28:01 - mmengine - INFO - Epoch(train) [21][500/3757] lr: 6.3293e-02 eta: 3 days, 4:04:50 time: 0.3065 data_time: 0.0132 memory: 9395 grad_norm: 2.3675 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0812 loss: 3.0812 2022/08/14 11:28:32 - mmengine - INFO - Epoch(train) [21][600/3757] lr: 6.3364e-02 eta: 3 days, 4:04:19 time: 0.3075 data_time: 0.0133 memory: 9395 grad_norm: 2.4991 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2053 loss: 3.2053 2022/08/14 11:29:03 - mmengine - INFO - Epoch(train) [21][700/3757] lr: 6.3434e-02 eta: 3 days, 4:03:47 time: 0.3061 data_time: 0.0129 memory: 9395 grad_norm: 2.5082 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9566 loss: 2.9566 2022/08/14 11:29:34 - mmengine - INFO - Epoch(train) [21][800/3757] lr: 6.3505e-02 eta: 3 days, 4:03:15 time: 0.3066 data_time: 0.0136 memory: 9395 grad_norm: 2.5269 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2492 loss: 3.2492 2022/08/14 11:29:53 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 11:30:05 - mmengine - INFO - Epoch(train) [21][900/3757] lr: 6.3575e-02 eta: 3 days, 4:02:45 time: 0.3073 data_time: 0.0132 memory: 9395 grad_norm: 2.3744 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2316 loss: 3.2316 2022/08/14 11:30:36 - mmengine - INFO - Epoch(train) [21][1000/3757] lr: 6.3645e-02 eta: 3 days, 4:02:13 time: 0.3086 data_time: 0.0156 memory: 9395 grad_norm: 2.4531 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2655 loss: 3.2655 2022/08/14 11:31:07 - mmengine - INFO - Epoch(train) [21][1100/3757] lr: 6.3716e-02 eta: 3 days, 4:01:44 time: 0.3174 data_time: 0.0135 memory: 9395 grad_norm: 2.4085 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1259 loss: 3.1259 2022/08/14 11:31:38 - mmengine - INFO - Epoch(train) [21][1200/3757] lr: 6.3786e-02 eta: 3 days, 4:01:13 time: 0.3089 data_time: 0.0135 memory: 9395 grad_norm: 2.4573 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1428 loss: 3.1428 2022/08/14 11:32:09 - mmengine - INFO - Epoch(train) [21][1300/3757] lr: 6.3857e-02 eta: 3 days, 4:00:42 time: 0.3096 data_time: 0.0128 memory: 9395 grad_norm: 2.3572 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9849 loss: 2.9849 2022/08/14 11:32:40 - mmengine - INFO - Epoch(train) [21][1400/3757] lr: 6.3927e-02 eta: 3 days, 4:00:10 time: 0.3085 data_time: 0.0132 memory: 9395 grad_norm: 2.3126 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8216 loss: 2.8216 2022/08/14 11:33:10 - mmengine - INFO - Epoch(train) [21][1500/3757] lr: 6.3998e-02 eta: 3 days, 3:59:39 time: 0.3081 data_time: 0.0148 memory: 9395 grad_norm: 2.3913 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1108 loss: 3.1108 2022/08/14 11:33:41 - mmengine - INFO - Epoch(train) [21][1600/3757] lr: 6.4068e-02 eta: 3 days, 3:59:08 time: 0.3080 data_time: 0.0143 memory: 9395 grad_norm: 2.4120 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0309 loss: 3.0309 2022/08/14 11:34:12 - mmengine - INFO - Epoch(train) [21][1700/3757] lr: 6.4139e-02 eta: 3 days, 3:58:38 time: 0.3082 data_time: 0.0138 memory: 9395 grad_norm: 2.3750 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1305 loss: 3.1305 2022/08/14 11:34:43 - mmengine - INFO - Epoch(train) [21][1800/3757] lr: 6.4209e-02 eta: 3 days, 3:58:07 time: 0.3070 data_time: 0.0131 memory: 9395 grad_norm: 2.4712 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9690 loss: 2.9690 2022/08/14 11:35:02 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 11:35:14 - mmengine - INFO - Epoch(train) [21][1900/3757] lr: 6.4280e-02 eta: 3 days, 3:57:36 time: 0.3074 data_time: 0.0123 memory: 9395 grad_norm: 2.4309 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.8222 loss: 2.8222 2022/08/14 11:35:45 - mmengine - INFO - Epoch(train) [21][2000/3757] lr: 6.4350e-02 eta: 3 days, 3:57:05 time: 0.3091 data_time: 0.0146 memory: 9395 grad_norm: 2.4485 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2739 loss: 3.2739 2022/08/14 11:36:16 - mmengine - INFO - Epoch(train) [21][2100/3757] lr: 6.4420e-02 eta: 3 days, 3:56:36 time: 0.3177 data_time: 0.0155 memory: 9395 grad_norm: 2.4180 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9530 loss: 2.9530 2022/08/14 11:36:47 - mmengine - INFO - Epoch(train) [21][2200/3757] lr: 6.4491e-02 eta: 3 days, 3:56:05 time: 0.3078 data_time: 0.0130 memory: 9395 grad_norm: 2.4708 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.3142 loss: 3.3142 2022/08/14 11:37:18 - mmengine - INFO - Epoch(train) [21][2300/3757] lr: 6.4561e-02 eta: 3 days, 3:55:34 time: 0.3095 data_time: 0.0147 memory: 9395 grad_norm: 2.4291 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0988 loss: 3.0988 2022/08/14 11:37:49 - mmengine - INFO - Epoch(train) [21][2400/3757] lr: 6.4632e-02 eta: 3 days, 3:55:02 time: 0.3075 data_time: 0.0130 memory: 9395 grad_norm: 2.4428 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2526 loss: 3.2526 2022/08/14 11:38:20 - mmengine - INFO - Epoch(train) [21][2500/3757] lr: 6.4702e-02 eta: 3 days, 3:54:32 time: 0.3093 data_time: 0.0149 memory: 9395 grad_norm: 2.4266 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0657 loss: 3.0657 2022/08/14 11:38:51 - mmengine - INFO - Epoch(train) [21][2600/3757] lr: 6.4773e-02 eta: 3 days, 3:54:01 time: 0.3073 data_time: 0.0134 memory: 9395 grad_norm: 2.3774 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3780 loss: 3.3780 2022/08/14 11:39:22 - mmengine - INFO - Epoch(train) [21][2700/3757] lr: 6.4843e-02 eta: 3 days, 3:53:32 time: 0.3120 data_time: 0.0145 memory: 9395 grad_norm: 2.4152 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2326 loss: 3.2326 2022/08/14 11:39:53 - mmengine - INFO - Epoch(train) [21][2800/3757] lr: 6.4914e-02 eta: 3 days, 3:53:00 time: 0.3081 data_time: 0.0136 memory: 9395 grad_norm: 2.4469 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3251 loss: 3.3251 2022/08/14 11:40:11 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 11:40:24 - mmengine - INFO - Epoch(train) [21][2900/3757] lr: 6.4984e-02 eta: 3 days, 3:52:29 time: 0.3081 data_time: 0.0129 memory: 9395 grad_norm: 2.4471 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3874 loss: 3.3874 2022/08/14 11:40:54 - mmengine - INFO - Epoch(train) [21][3000/3757] lr: 6.5055e-02 eta: 3 days, 3:51:58 time: 0.3071 data_time: 0.0134 memory: 9395 grad_norm: 2.3639 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4987 loss: 3.4987 2022/08/14 11:41:25 - mmengine - INFO - Epoch(train) [21][3100/3757] lr: 6.5125e-02 eta: 3 days, 3:51:28 time: 0.3089 data_time: 0.0133 memory: 9395 grad_norm: 2.4461 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0179 loss: 3.0179 2022/08/14 11:41:56 - mmengine - INFO - Epoch(train) [21][3200/3757] lr: 6.5196e-02 eta: 3 days, 3:50:59 time: 0.3114 data_time: 0.0137 memory: 9395 grad_norm: 2.4469 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0979 loss: 3.0979 2022/08/14 11:42:27 - mmengine - INFO - Epoch(train) [21][3300/3757] lr: 6.5266e-02 eta: 3 days, 3:50:27 time: 0.3082 data_time: 0.0132 memory: 9395 grad_norm: 2.3747 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9878 loss: 2.9878 2022/08/14 11:42:58 - mmengine - INFO - Epoch(train) [21][3400/3757] lr: 6.5336e-02 eta: 3 days, 3:49:56 time: 0.3082 data_time: 0.0136 memory: 9395 grad_norm: 2.4229 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2312 loss: 3.2312 2022/08/14 11:43:29 - mmengine - INFO - Epoch(train) [21][3500/3757] lr: 6.5407e-02 eta: 3 days, 3:49:26 time: 0.3078 data_time: 0.0134 memory: 9395 grad_norm: 2.4012 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0360 loss: 3.0360 2022/08/14 11:44:00 - mmengine - INFO - Epoch(train) [21][3600/3757] lr: 6.5477e-02 eta: 3 days, 3:48:55 time: 0.3100 data_time: 0.0144 memory: 9395 grad_norm: 2.4182 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0280 loss: 3.0280 2022/08/14 11:44:31 - mmengine - INFO - Epoch(train) [21][3700/3757] lr: 6.5548e-02 eta: 3 days, 3:48:24 time: 0.3096 data_time: 0.0136 memory: 9395 grad_norm: 2.3456 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2172 loss: 3.2172 2022/08/14 11:44:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 11:44:49 - mmengine - INFO - Epoch(train) [21][3757/3757] lr: 6.5588e-02 eta: 3 days, 3:48:13 time: 0.3025 data_time: 0.0135 memory: 9395 grad_norm: 2.3592 top1_acc: 0.1429 top5_acc: 0.7143 loss_cls: 3.1112 loss: 3.1112 2022/08/14 11:45:22 - mmengine - INFO - Epoch(train) [22][100/3757] lr: 6.5658e-02 eta: 3 days, 3:46:58 time: 0.3101 data_time: 0.0141 memory: 9395 grad_norm: 2.3664 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1784 loss: 3.1784 2022/08/14 11:45:22 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 11:45:52 - mmengine - INFO - Epoch(train) [22][200/3757] lr: 6.5729e-02 eta: 3 days, 3:46:27 time: 0.3107 data_time: 0.0137 memory: 9395 grad_norm: 2.4647 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4780 loss: 3.4780 2022/08/14 11:46:23 - mmengine - INFO - Epoch(train) [22][300/3757] lr: 6.5799e-02 eta: 3 days, 3:45:56 time: 0.3072 data_time: 0.0136 memory: 9395 grad_norm: 2.4678 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1328 loss: 3.1328 2022/08/14 11:46:54 - mmengine - INFO - Epoch(train) [22][400/3757] lr: 6.5870e-02 eta: 3 days, 3:45:27 time: 0.3073 data_time: 0.0130 memory: 9395 grad_norm: 2.3998 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1615 loss: 3.1615 2022/08/14 11:47:26 - mmengine - INFO - Epoch(train) [22][500/3757] lr: 6.5940e-02 eta: 3 days, 3:44:58 time: 0.3079 data_time: 0.0148 memory: 9395 grad_norm: 2.4838 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2346 loss: 3.2346 2022/08/14 11:47:56 - mmengine - INFO - Epoch(train) [22][600/3757] lr: 6.6011e-02 eta: 3 days, 3:44:28 time: 0.3087 data_time: 0.0129 memory: 9395 grad_norm: 2.3411 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4736 loss: 3.4736 2022/08/14 11:48:27 - mmengine - INFO - Epoch(train) [22][700/3757] lr: 6.6081e-02 eta: 3 days, 3:43:57 time: 0.3087 data_time: 0.0132 memory: 9395 grad_norm: 2.3899 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8701 loss: 2.8701 2022/08/14 11:48:58 - mmengine - INFO - Epoch(train) [22][800/3757] lr: 6.6152e-02 eta: 3 days, 3:43:26 time: 0.3088 data_time: 0.0145 memory: 9395 grad_norm: 2.4961 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0267 loss: 3.0267 2022/08/14 11:49:29 - mmengine - INFO - Epoch(train) [22][900/3757] lr: 6.6222e-02 eta: 3 days, 3:42:55 time: 0.3113 data_time: 0.0140 memory: 9395 grad_norm: 2.4237 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0738 loss: 3.0738 2022/08/14 11:50:00 - mmengine - INFO - Epoch(train) [22][1000/3757] lr: 6.6293e-02 eta: 3 days, 3:42:26 time: 0.3103 data_time: 0.0146 memory: 9395 grad_norm: 2.4186 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9801 loss: 2.9801 2022/08/14 11:50:31 - mmengine - INFO - Epoch(train) [22][1100/3757] lr: 6.6363e-02 eta: 3 days, 3:41:55 time: 0.3096 data_time: 0.0134 memory: 9395 grad_norm: 2.4014 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.0278 loss: 3.0278 2022/08/14 11:50:32 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 11:51:02 - mmengine - INFO - Epoch(train) [22][1200/3757] lr: 6.6433e-02 eta: 3 days, 3:41:24 time: 0.3104 data_time: 0.0152 memory: 9395 grad_norm: 2.4154 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9868 loss: 2.9868 2022/08/14 11:51:33 - mmengine - INFO - Epoch(train) [22][1300/3757] lr: 6.6504e-02 eta: 3 days, 3:40:54 time: 0.3083 data_time: 0.0138 memory: 9395 grad_norm: 2.3569 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5464 loss: 3.5464 2022/08/14 11:52:04 - mmengine - INFO - Epoch(train) [22][1400/3757] lr: 6.6574e-02 eta: 3 days, 3:40:25 time: 0.3075 data_time: 0.0131 memory: 9395 grad_norm: 2.3758 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.4970 loss: 3.4970 2022/08/14 11:52:35 - mmengine - INFO - Epoch(train) [22][1500/3757] lr: 6.6645e-02 eta: 3 days, 3:39:55 time: 0.3074 data_time: 0.0127 memory: 9395 grad_norm: 2.4481 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.5196 loss: 3.5196 2022/08/14 11:53:06 - mmengine - INFO - Epoch(train) [22][1600/3757] lr: 6.6715e-02 eta: 3 days, 3:39:25 time: 0.3069 data_time: 0.0129 memory: 9395 grad_norm: 2.4089 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.0688 loss: 3.0688 2022/08/14 11:53:37 - mmengine - INFO - Epoch(train) [22][1700/3757] lr: 6.6786e-02 eta: 3 days, 3:38:54 time: 0.3085 data_time: 0.0141 memory: 9395 grad_norm: 2.3830 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2795 loss: 3.2795 2022/08/14 11:54:08 - mmengine - INFO - Epoch(train) [22][1800/3757] lr: 6.6856e-02 eta: 3 days, 3:38:24 time: 0.3084 data_time: 0.0134 memory: 9395 grad_norm: 2.4082 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1828 loss: 3.1828 2022/08/14 11:54:39 - mmengine - INFO - Epoch(train) [22][1900/3757] lr: 6.6927e-02 eta: 3 days, 3:37:53 time: 0.3082 data_time: 0.0135 memory: 9395 grad_norm: 2.3994 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1434 loss: 3.1434 2022/08/14 11:55:10 - mmengine - INFO - Epoch(train) [22][2000/3757] lr: 6.6997e-02 eta: 3 days, 3:37:22 time: 0.3099 data_time: 0.0148 memory: 9395 grad_norm: 2.4002 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1876 loss: 3.1876 2022/08/14 11:55:41 - mmengine - INFO - Epoch(train) [22][2100/3757] lr: 6.7068e-02 eta: 3 days, 3:36:54 time: 0.3155 data_time: 0.0136 memory: 9395 grad_norm: 2.4613 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2129 loss: 3.2129 2022/08/14 11:55:42 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 11:56:12 - mmengine - INFO - Epoch(train) [22][2200/3757] lr: 6.7138e-02 eta: 3 days, 3:36:23 time: 0.3092 data_time: 0.0148 memory: 9395 grad_norm: 2.4623 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1275 loss: 3.1275 2022/08/14 11:56:43 - mmengine - INFO - Epoch(train) [22][2300/3757] lr: 6.7208e-02 eta: 3 days, 3:35:52 time: 0.3075 data_time: 0.0132 memory: 9395 grad_norm: 2.3899 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0889 loss: 3.0889 2022/08/14 11:57:14 - mmengine - INFO - Epoch(train) [22][2400/3757] lr: 6.7279e-02 eta: 3 days, 3:35:23 time: 0.3080 data_time: 0.0132 memory: 9395 grad_norm: 2.5269 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2857 loss: 3.2857 2022/08/14 11:57:45 - mmengine - INFO - Epoch(train) [22][2500/3757] lr: 6.7349e-02 eta: 3 days, 3:34:53 time: 0.3076 data_time: 0.0135 memory: 9395 grad_norm: 2.4692 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3395 loss: 3.3395 2022/08/14 11:58:16 - mmengine - INFO - Epoch(train) [22][2600/3757] lr: 6.7420e-02 eta: 3 days, 3:34:22 time: 0.3093 data_time: 0.0131 memory: 9395 grad_norm: 2.4050 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3219 loss: 3.3219 2022/08/14 11:58:47 - mmengine - INFO - Epoch(train) [22][2700/3757] lr: 6.7490e-02 eta: 3 days, 3:33:50 time: 0.3083 data_time: 0.0132 memory: 9395 grad_norm: 2.3769 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2017 loss: 3.2017 2022/08/14 11:59:18 - mmengine - INFO - Epoch(train) [22][2800/3757] lr: 6.7561e-02 eta: 3 days, 3:33:19 time: 0.3087 data_time: 0.0147 memory: 9395 grad_norm: 2.3841 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1644 loss: 3.1644 2022/08/14 11:59:49 - mmengine - INFO - Epoch(train) [22][2900/3757] lr: 6.7631e-02 eta: 3 days, 3:32:48 time: 0.3078 data_time: 0.0134 memory: 9395 grad_norm: 2.4378 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1491 loss: 3.1491 2022/08/14 12:00:24 - mmengine - INFO - Epoch(train) [22][3000/3757] lr: 6.7702e-02 eta: 3 days, 3:33:04 time: 0.3076 data_time: 0.0126 memory: 9395 grad_norm: 2.3917 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.9692 loss: 2.9692 2022/08/14 12:00:55 - mmengine - INFO - Epoch(train) [22][3100/3757] lr: 6.7772e-02 eta: 3 days, 3:32:34 time: 0.3093 data_time: 0.0144 memory: 9395 grad_norm: 2.4662 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8846 loss: 2.8846 2022/08/14 12:00:56 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 12:01:26 - mmengine - INFO - Epoch(train) [22][3200/3757] lr: 6.7843e-02 eta: 3 days, 3:32:03 time: 0.3070 data_time: 0.0134 memory: 9395 grad_norm: 2.5139 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2375 loss: 3.2375 2022/08/14 12:01:57 - mmengine - INFO - Epoch(train) [22][3300/3757] lr: 6.7913e-02 eta: 3 days, 3:31:33 time: 0.3109 data_time: 0.0141 memory: 9395 grad_norm: 2.3862 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2192 loss: 3.2192 2022/08/14 12:02:28 - mmengine - INFO - Epoch(train) [22][3400/3757] lr: 6.7984e-02 eta: 3 days, 3:31:03 time: 0.3080 data_time: 0.0139 memory: 9395 grad_norm: 2.4151 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3166 loss: 3.3166 2022/08/14 12:02:59 - mmengine - INFO - Epoch(train) [22][3500/3757] lr: 6.8054e-02 eta: 3 days, 3:30:32 time: 0.3091 data_time: 0.0140 memory: 9395 grad_norm: 2.3117 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0817 loss: 3.0817 2022/08/14 12:03:30 - mmengine - INFO - Epoch(train) [22][3600/3757] lr: 6.8124e-02 eta: 3 days, 3:30:01 time: 0.3095 data_time: 0.0140 memory: 9395 grad_norm: 2.4448 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.9286 loss: 2.9286 2022/08/14 12:04:01 - mmengine - INFO - Epoch(train) [22][3700/3757] lr: 6.8195e-02 eta: 3 days, 3:29:32 time: 0.3084 data_time: 0.0134 memory: 9395 grad_norm: 2.4268 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.9726 loss: 2.9726 2022/08/14 12:04:18 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 12:04:19 - mmengine - INFO - Epoch(train) [22][3757/3757] lr: 6.8235e-02 eta: 3 days, 3:29:21 time: 0.3061 data_time: 0.0133 memory: 9395 grad_norm: 2.4068 top1_acc: 0.1429 top5_acc: 0.4286 loss_cls: 3.2794 loss: 3.2794 2022/08/14 12:04:51 - mmengine - INFO - Epoch(train) [23][100/3757] lr: 6.8306e-02 eta: 3 days, 3:28:04 time: 0.3101 data_time: 0.0141 memory: 9395 grad_norm: 2.4146 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1426 loss: 3.1426 2022/08/14 12:05:22 - mmengine - INFO - Epoch(train) [23][200/3757] lr: 6.8376e-02 eta: 3 days, 3:27:35 time: 0.3088 data_time: 0.0134 memory: 9395 grad_norm: 2.4727 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7395 loss: 2.7395 2022/08/14 12:05:53 - mmengine - INFO - Epoch(train) [23][300/3757] lr: 6.8446e-02 eta: 3 days, 3:27:04 time: 0.3069 data_time: 0.0128 memory: 9395 grad_norm: 2.4144 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1385 loss: 3.1385 2022/08/14 12:06:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 12:06:24 - mmengine - INFO - Epoch(train) [23][400/3757] lr: 6.8517e-02 eta: 3 days, 3:26:33 time: 0.3070 data_time: 0.0124 memory: 9395 grad_norm: 2.4378 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 3.1740 loss: 3.1740 2022/08/14 12:06:55 - mmengine - INFO - Epoch(train) [23][500/3757] lr: 6.8587e-02 eta: 3 days, 3:26:03 time: 0.3092 data_time: 0.0136 memory: 9395 grad_norm: 2.3877 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.8896 loss: 2.8896 2022/08/14 12:07:26 - mmengine - INFO - Epoch(train) [23][600/3757] lr: 6.8658e-02 eta: 3 days, 3:25:32 time: 0.3094 data_time: 0.0134 memory: 9395 grad_norm: 2.3741 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1904 loss: 3.1904 2022/08/14 12:07:57 - mmengine - INFO - Epoch(train) [23][700/3757] lr: 6.8728e-02 eta: 3 days, 3:25:01 time: 0.3085 data_time: 0.0135 memory: 9395 grad_norm: 2.3987 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8801 loss: 2.8801 2022/08/14 12:08:28 - mmengine - INFO - Epoch(train) [23][800/3757] lr: 6.8799e-02 eta: 3 days, 3:24:31 time: 0.3110 data_time: 0.0140 memory: 9395 grad_norm: 2.3155 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0105 loss: 3.0105 2022/08/14 12:08:59 - mmengine - INFO - Epoch(train) [23][900/3757] lr: 6.8869e-02 eta: 3 days, 3:24:00 time: 0.3099 data_time: 0.0136 memory: 9395 grad_norm: 2.4657 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.4556 loss: 3.4556 2022/08/14 12:09:30 - mmengine - INFO - Epoch(train) [23][1000/3757] lr: 6.8940e-02 eta: 3 days, 3:23:29 time: 0.3097 data_time: 0.0155 memory: 9395 grad_norm: 2.3998 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4059 loss: 3.4059 2022/08/14 12:10:00 - mmengine - INFO - Epoch(train) [23][1100/3757] lr: 6.9010e-02 eta: 3 days, 3:22:58 time: 0.3109 data_time: 0.0140 memory: 9395 grad_norm: 2.4173 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7102 loss: 2.7102 2022/08/14 12:10:31 - mmengine - INFO - Epoch(train) [23][1200/3757] lr: 6.9081e-02 eta: 3 days, 3:22:27 time: 0.3070 data_time: 0.0135 memory: 9395 grad_norm: 2.3856 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9758 loss: 2.9758 2022/08/14 12:11:02 - mmengine - INFO - Epoch(train) [23][1300/3757] lr: 6.9151e-02 eta: 3 days, 3:21:56 time: 0.3090 data_time: 0.0144 memory: 9395 grad_norm: 2.4546 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.4691 loss: 3.4691 2022/08/14 12:11:17 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 12:11:33 - mmengine - INFO - Epoch(train) [23][1400/3757] lr: 6.9221e-02 eta: 3 days, 3:21:25 time: 0.3096 data_time: 0.0140 memory: 9395 grad_norm: 2.4242 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1146 loss: 3.1146 2022/08/14 12:12:04 - mmengine - INFO - Epoch(train) [23][1500/3757] lr: 6.9292e-02 eta: 3 days, 3:20:55 time: 0.3084 data_time: 0.0135 memory: 9395 grad_norm: 2.3884 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 3.1722 loss: 3.1722 2022/08/14 12:12:35 - mmengine - INFO - Epoch(train) [23][1600/3757] lr: 6.9362e-02 eta: 3 days, 3:20:23 time: 0.3071 data_time: 0.0132 memory: 9395 grad_norm: 2.3533 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1150 loss: 3.1150 2022/08/14 12:13:06 - mmengine - INFO - Epoch(train) [23][1700/3757] lr: 6.9433e-02 eta: 3 days, 3:19:53 time: 0.3076 data_time: 0.0137 memory: 9395 grad_norm: 2.3612 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0949 loss: 3.0949 2022/08/14 12:13:37 - mmengine - INFO - Epoch(train) [23][1800/3757] lr: 6.9503e-02 eta: 3 days, 3:19:22 time: 0.3078 data_time: 0.0135 memory: 9395 grad_norm: 2.3489 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0069 loss: 3.0069 2022/08/14 12:14:08 - mmengine - INFO - Epoch(train) [23][1900/3757] lr: 6.9574e-02 eta: 3 days, 3:18:51 time: 0.3077 data_time: 0.0133 memory: 9395 grad_norm: 2.3560 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8993 loss: 2.8993 2022/08/14 12:14:39 - mmengine - INFO - Epoch(train) [23][2000/3757] lr: 6.9644e-02 eta: 3 days, 3:18:21 time: 0.3095 data_time: 0.0146 memory: 9395 grad_norm: 2.3483 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3408 loss: 3.3408 2022/08/14 12:15:10 - mmengine - INFO - Epoch(train) [23][2100/3757] lr: 6.9715e-02 eta: 3 days, 3:17:50 time: 0.3085 data_time: 0.0140 memory: 9395 grad_norm: 2.4285 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3366 loss: 3.3366 2022/08/14 12:15:41 - mmengine - INFO - Epoch(train) [23][2200/3757] lr: 6.9785e-02 eta: 3 days, 3:17:18 time: 0.3085 data_time: 0.0140 memory: 9395 grad_norm: 2.3444 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4944 loss: 3.4944 2022/08/14 12:16:12 - mmengine - INFO - Epoch(train) [23][2300/3757] lr: 6.9856e-02 eta: 3 days, 3:16:48 time: 0.3088 data_time: 0.0132 memory: 9395 grad_norm: 2.4164 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7240 loss: 2.7240 2022/08/14 12:16:26 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 12:16:43 - mmengine - INFO - Epoch(train) [23][2400/3757] lr: 6.9926e-02 eta: 3 days, 3:16:19 time: 0.3087 data_time: 0.0145 memory: 9395 grad_norm: 2.3726 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8779 loss: 2.8779 2022/08/14 12:17:14 - mmengine - INFO - Epoch(train) [23][2500/3757] lr: 6.9996e-02 eta: 3 days, 3:15:48 time: 0.3086 data_time: 0.0125 memory: 9395 grad_norm: 2.4121 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.1709 loss: 3.1709 2022/08/14 12:17:45 - mmengine - INFO - Epoch(train) [23][2600/3757] lr: 7.0067e-02 eta: 3 days, 3:15:19 time: 0.3079 data_time: 0.0139 memory: 9395 grad_norm: 2.4284 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2852 loss: 3.2852 2022/08/14 12:18:16 - mmengine - INFO - Epoch(train) [23][2700/3757] lr: 7.0137e-02 eta: 3 days, 3:14:49 time: 0.3079 data_time: 0.0132 memory: 9395 grad_norm: 2.5143 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3081 loss: 3.3081 2022/08/14 12:18:47 - mmengine - INFO - Epoch(train) [23][2800/3757] lr: 7.0208e-02 eta: 3 days, 3:14:19 time: 0.3083 data_time: 0.0139 memory: 9395 grad_norm: 2.3865 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2436 loss: 3.2436 2022/08/14 12:19:18 - mmengine - INFO - Epoch(train) [23][2900/3757] lr: 7.0278e-02 eta: 3 days, 3:13:48 time: 0.3071 data_time: 0.0133 memory: 9395 grad_norm: 2.4249 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0551 loss: 3.0551 2022/08/14 12:19:49 - mmengine - INFO - Epoch(train) [23][3000/3757] lr: 7.0349e-02 eta: 3 days, 3:13:18 time: 0.3092 data_time: 0.0144 memory: 9395 grad_norm: 2.3780 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3918 loss: 3.3918 2022/08/14 12:20:20 - mmengine - INFO - Epoch(train) [23][3100/3757] lr: 7.0419e-02 eta: 3 days, 3:12:47 time: 0.3092 data_time: 0.0140 memory: 9395 grad_norm: 2.3495 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1445 loss: 3.1445 2022/08/14 12:20:51 - mmengine - INFO - Epoch(train) [23][3200/3757] lr: 7.0490e-02 eta: 3 days, 3:12:16 time: 0.3091 data_time: 0.0150 memory: 9395 grad_norm: 2.3426 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3162 loss: 3.3162 2022/08/14 12:21:22 - mmengine - INFO - Epoch(train) [23][3300/3757] lr: 7.0560e-02 eta: 3 days, 3:11:47 time: 0.3160 data_time: 0.0129 memory: 9395 grad_norm: 2.3496 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3116 loss: 3.3116 2022/08/14 12:21:36 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 12:21:53 - mmengine - INFO - Epoch(train) [23][3400/3757] lr: 7.0631e-02 eta: 3 days, 3:11:17 time: 0.3112 data_time: 0.0143 memory: 9395 grad_norm: 2.3636 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0830 loss: 3.0830 2022/08/14 12:22:24 - mmengine - INFO - Epoch(train) [23][3500/3757] lr: 7.0701e-02 eta: 3 days, 3:10:47 time: 0.3079 data_time: 0.0139 memory: 9395 grad_norm: 2.3538 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 3.2266 loss: 3.2266 2022/08/14 12:22:55 - mmengine - INFO - Epoch(train) [23][3600/3757] lr: 7.0772e-02 eta: 3 days, 3:10:17 time: 0.3094 data_time: 0.0148 memory: 9395 grad_norm: 2.3292 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5326 loss: 3.5326 2022/08/14 12:23:26 - mmengine - INFO - Epoch(train) [23][3700/3757] lr: 7.0842e-02 eta: 3 days, 3:09:46 time: 0.3081 data_time: 0.0136 memory: 9395 grad_norm: 2.3737 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0551 loss: 3.0551 2022/08/14 12:23:43 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 12:23:43 - mmengine - INFO - Epoch(train) [23][3757/3757] lr: 7.0882e-02 eta: 3 days, 3:09:35 time: 0.3040 data_time: 0.0129 memory: 9395 grad_norm: 2.3509 top1_acc: 0.1429 top5_acc: 0.5714 loss_cls: 3.1985 loss: 3.1985 2022/08/14 12:24:16 - mmengine - INFO - Epoch(train) [24][100/3757] lr: 7.0953e-02 eta: 3 days, 3:08:20 time: 0.3076 data_time: 0.0142 memory: 9395 grad_norm: 2.4320 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0573 loss: 3.0573 2022/08/14 12:24:47 - mmengine - INFO - Epoch(train) [24][200/3757] lr: 7.1023e-02 eta: 3 days, 3:07:49 time: 0.3083 data_time: 0.0133 memory: 9395 grad_norm: 2.3036 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.1137 loss: 3.1137 2022/08/14 12:25:18 - mmengine - INFO - Epoch(train) [24][300/3757] lr: 7.1093e-02 eta: 3 days, 3:07:19 time: 0.3073 data_time: 0.0129 memory: 9395 grad_norm: 2.3693 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2320 loss: 3.2320 2022/08/14 12:25:49 - mmengine - INFO - Epoch(train) [24][400/3757] lr: 7.1164e-02 eta: 3 days, 3:06:49 time: 0.3079 data_time: 0.0130 memory: 9395 grad_norm: 2.4951 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3821 loss: 3.3821 2022/08/14 12:26:20 - mmengine - INFO - Epoch(train) [24][500/3757] lr: 7.1234e-02 eta: 3 days, 3:06:19 time: 0.3086 data_time: 0.0132 memory: 9395 grad_norm: 2.3555 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3299 loss: 3.3299 2022/08/14 12:26:47 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 12:26:51 - mmengine - INFO - Epoch(train) [24][600/3757] lr: 7.1305e-02 eta: 3 days, 3:05:49 time: 0.3130 data_time: 0.0160 memory: 9395 grad_norm: 2.4422 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1032 loss: 3.1032 2022/08/14 12:27:22 - mmengine - INFO - Epoch(train) [24][700/3757] lr: 7.1375e-02 eta: 3 days, 3:05:19 time: 0.3097 data_time: 0.0141 memory: 9395 grad_norm: 2.4375 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3894 loss: 3.3894 2022/08/14 12:27:53 - mmengine - INFO - Epoch(train) [24][800/3757] lr: 7.1446e-02 eta: 3 days, 3:04:49 time: 0.3134 data_time: 0.0146 memory: 9395 grad_norm: 2.3965 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1327 loss: 3.1327 2022/08/14 12:28:24 - mmengine - INFO - Epoch(train) [24][900/3757] lr: 7.1516e-02 eta: 3 days, 3:04:18 time: 0.3084 data_time: 0.0140 memory: 9395 grad_norm: 2.3725 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8856 loss: 2.8856 2022/08/14 12:28:55 - mmengine - INFO - Epoch(train) [24][1000/3757] lr: 7.1587e-02 eta: 3 days, 3:03:49 time: 0.3079 data_time: 0.0133 memory: 9395 grad_norm: 2.4246 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2575 loss: 3.2575 2022/08/14 12:29:26 - mmengine - INFO - Epoch(train) [24][1100/3757] lr: 7.1657e-02 eta: 3 days, 3:03:19 time: 0.3080 data_time: 0.0136 memory: 9395 grad_norm: 2.3365 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0116 loss: 3.0116 2022/08/14 12:29:57 - mmengine - INFO - Epoch(train) [24][1200/3757] lr: 7.1728e-02 eta: 3 days, 3:02:48 time: 0.3092 data_time: 0.0153 memory: 9395 grad_norm: 2.3592 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.1745 loss: 3.1745 2022/08/14 12:30:28 - mmengine - INFO - Epoch(train) [24][1300/3757] lr: 7.1798e-02 eta: 3 days, 3:02:19 time: 0.3084 data_time: 0.0133 memory: 9395 grad_norm: 2.3922 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2848 loss: 3.2848 2022/08/14 12:30:59 - mmengine - INFO - Epoch(train) [24][1400/3757] lr: 7.1869e-02 eta: 3 days, 3:01:49 time: 0.3092 data_time: 0.0139 memory: 9395 grad_norm: 2.3473 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0252 loss: 3.0252 2022/08/14 12:31:30 - mmengine - INFO - Epoch(train) [24][1500/3757] lr: 7.1939e-02 eta: 3 days, 3:01:18 time: 0.3094 data_time: 0.0142 memory: 9395 grad_norm: 2.4177 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9674 loss: 2.9674 2022/08/14 12:31:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 12:32:01 - mmengine - INFO - Epoch(train) [24][1600/3757] lr: 7.2009e-02 eta: 3 days, 3:00:47 time: 0.3089 data_time: 0.0147 memory: 9395 grad_norm: 2.3223 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2408 loss: 3.2408 2022/08/14 12:32:31 - mmengine - INFO - Epoch(train) [24][1700/3757] lr: 7.2080e-02 eta: 3 days, 3:00:16 time: 0.3089 data_time: 0.0137 memory: 9395 grad_norm: 2.3720 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2280 loss: 3.2280 2022/08/14 12:33:02 - mmengine - INFO - Epoch(train) [24][1800/3757] lr: 7.2150e-02 eta: 3 days, 2:59:45 time: 0.3094 data_time: 0.0157 memory: 9395 grad_norm: 2.4063 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0563 loss: 3.0563 2022/08/14 12:33:33 - mmengine - INFO - Epoch(train) [24][1900/3757] lr: 7.2221e-02 eta: 3 days, 2:59:15 time: 0.3083 data_time: 0.0133 memory: 9395 grad_norm: 2.3078 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0459 loss: 3.0459 2022/08/14 12:34:04 - mmengine - INFO - Epoch(train) [24][2000/3757] lr: 7.2291e-02 eta: 3 days, 2:58:44 time: 0.3094 data_time: 0.0142 memory: 9395 grad_norm: 2.3437 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9611 loss: 2.9611 2022/08/14 12:34:35 - mmengine - INFO - Epoch(train) [24][2100/3757] lr: 7.2362e-02 eta: 3 days, 2:58:13 time: 0.3079 data_time: 0.0141 memory: 9395 grad_norm: 2.3400 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2386 loss: 3.2386 2022/08/14 12:35:06 - mmengine - INFO - Epoch(train) [24][2200/3757] lr: 7.2432e-02 eta: 3 days, 2:57:43 time: 0.3097 data_time: 0.0143 memory: 9395 grad_norm: 2.3651 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5746 loss: 3.5746 2022/08/14 12:35:37 - mmengine - INFO - Epoch(train) [24][2300/3757] lr: 7.2503e-02 eta: 3 days, 2:57:13 time: 0.3080 data_time: 0.0138 memory: 9395 grad_norm: 2.3888 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2433 loss: 3.2433 2022/08/14 12:36:08 - mmengine - INFO - Epoch(train) [24][2400/3757] lr: 7.2573e-02 eta: 3 days, 2:56:42 time: 0.3066 data_time: 0.0131 memory: 9395 grad_norm: 2.3077 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.9607 loss: 2.9607 2022/08/14 12:36:39 - mmengine - INFO - Epoch(train) [24][2500/3757] lr: 7.2644e-02 eta: 3 days, 2:56:11 time: 0.3100 data_time: 0.0148 memory: 9395 grad_norm: 2.3604 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2733 loss: 3.2733 2022/08/14 12:37:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 12:37:10 - mmengine - INFO - Epoch(train) [24][2600/3757] lr: 7.2714e-02 eta: 3 days, 2:55:40 time: 0.3078 data_time: 0.0134 memory: 9395 grad_norm: 2.3441 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1813 loss: 3.1813 2022/08/14 12:37:41 - mmengine - INFO - Epoch(train) [24][2700/3757] lr: 7.2784e-02 eta: 3 days, 2:55:10 time: 0.3106 data_time: 0.0139 memory: 9395 grad_norm: 2.3118 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1199 loss: 3.1199 2022/08/14 12:38:12 - mmengine - INFO - Epoch(train) [24][2800/3757] lr: 7.2855e-02 eta: 3 days, 2:54:39 time: 0.3090 data_time: 0.0134 memory: 9395 grad_norm: 2.3731 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0388 loss: 3.0388 2022/08/14 12:38:43 - mmengine - INFO - Epoch(train) [24][2900/3757] lr: 7.2925e-02 eta: 3 days, 2:54:08 time: 0.3098 data_time: 0.0146 memory: 9395 grad_norm: 2.3672 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5177 loss: 3.5177 2022/08/14 12:39:14 - mmengine - INFO - Epoch(train) [24][3000/3757] lr: 7.2996e-02 eta: 3 days, 2:53:38 time: 0.3081 data_time: 0.0137 memory: 9395 grad_norm: 2.4039 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0484 loss: 3.0484 2022/08/14 12:39:45 - mmengine - INFO - Epoch(train) [24][3100/3757] lr: 7.3066e-02 eta: 3 days, 2:53:08 time: 0.3083 data_time: 0.0133 memory: 9395 grad_norm: 2.3860 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1953 loss: 3.1953 2022/08/14 12:40:16 - mmengine - INFO - Epoch(train) [24][3200/3757] lr: 7.3137e-02 eta: 3 days, 2:52:37 time: 0.3082 data_time: 0.0133 memory: 9395 grad_norm: 2.3299 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0216 loss: 3.0216 2022/08/14 12:40:47 - mmengine - INFO - Epoch(train) [24][3300/3757] lr: 7.3207e-02 eta: 3 days, 2:52:07 time: 0.3079 data_time: 0.0136 memory: 9395 grad_norm: 2.3566 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1070 loss: 3.1070 2022/08/14 12:41:18 - mmengine - INFO - Epoch(train) [24][3400/3757] lr: 7.3278e-02 eta: 3 days, 2:51:36 time: 0.3079 data_time: 0.0136 memory: 9395 grad_norm: 2.3519 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0905 loss: 3.0905 2022/08/14 12:41:49 - mmengine - INFO - Epoch(train) [24][3500/3757] lr: 7.3348e-02 eta: 3 days, 2:51:05 time: 0.3071 data_time: 0.0132 memory: 9395 grad_norm: 2.3602 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.1434 loss: 3.1434 2022/08/14 12:42:16 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 12:42:19 - mmengine - INFO - Epoch(train) [24][3600/3757] lr: 7.3419e-02 eta: 3 days, 2:50:34 time: 0.3104 data_time: 0.0149 memory: 9395 grad_norm: 2.3651 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.2930 loss: 3.2930 2022/08/14 12:42:50 - mmengine - INFO - Epoch(train) [24][3700/3757] lr: 7.3489e-02 eta: 3 days, 2:50:03 time: 0.3100 data_time: 0.0145 memory: 9395 grad_norm: 2.3048 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.1197 loss: 3.1197 2022/08/14 12:43:08 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 12:43:08 - mmengine - INFO - Epoch(train) [24][3757/3757] lr: 7.3529e-02 eta: 3 days, 2:49:52 time: 0.3016 data_time: 0.0128 memory: 9395 grad_norm: 2.3137 top1_acc: 0.1429 top5_acc: 0.7143 loss_cls: 3.3611 loss: 3.3611 2022/08/14 12:43:08 - mmengine - INFO - Saving checkpoint at 24 epochs 2022/08/14 12:43:42 - mmengine - INFO - Epoch(train) [25][100/3757] lr: 7.3600e-02 eta: 3 days, 2:48:38 time: 0.3084 data_time: 0.0139 memory: 9395 grad_norm: 2.3846 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8810 loss: 2.8810 2022/08/14 12:44:13 - mmengine - INFO - Epoch(train) [25][200/3757] lr: 7.3670e-02 eta: 3 days, 2:48:07 time: 0.3093 data_time: 0.0132 memory: 9395 grad_norm: 2.3996 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9449 loss: 2.9449 2022/08/14 12:44:44 - mmengine - INFO - Epoch(train) [25][300/3757] lr: 7.3741e-02 eta: 3 days, 2:47:36 time: 0.3087 data_time: 0.0153 memory: 9395 grad_norm: 2.4110 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1606 loss: 3.1606 2022/08/14 12:45:15 - mmengine - INFO - Epoch(train) [25][400/3757] lr: 7.3811e-02 eta: 3 days, 2:47:07 time: 0.3091 data_time: 0.0143 memory: 9395 grad_norm: 2.4031 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9744 loss: 2.9744 2022/08/14 12:45:46 - mmengine - INFO - Epoch(train) [25][500/3757] lr: 7.3881e-02 eta: 3 days, 2:46:35 time: 0.3082 data_time: 0.0135 memory: 9395 grad_norm: 2.3625 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8796 loss: 2.8796 2022/08/14 12:46:17 - mmengine - INFO - Epoch(train) [25][600/3757] lr: 7.3952e-02 eta: 3 days, 2:46:05 time: 0.3082 data_time: 0.0136 memory: 9395 grad_norm: 2.4000 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1236 loss: 3.1236 2022/08/14 12:46:48 - mmengine - INFO - Epoch(train) [25][700/3757] lr: 7.4022e-02 eta: 3 days, 2:45:34 time: 0.3092 data_time: 0.0138 memory: 9395 grad_norm: 2.3906 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3349 loss: 3.3349 2022/08/14 12:47:19 - mmengine - INFO - Epoch(train) [25][800/3757] lr: 7.4093e-02 eta: 3 days, 2:45:05 time: 0.3092 data_time: 0.0134 memory: 9395 grad_norm: 2.3719 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8485 loss: 2.8485 2022/08/14 12:47:29 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 12:47:50 - mmengine - INFO - Epoch(train) [25][900/3757] lr: 7.4163e-02 eta: 3 days, 2:44:35 time: 0.3092 data_time: 0.0145 memory: 9395 grad_norm: 2.3559 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1267 loss: 3.1267 2022/08/14 12:48:21 - mmengine - INFO - Epoch(train) [25][1000/3757] lr: 7.4234e-02 eta: 3 days, 2:44:04 time: 0.3090 data_time: 0.0141 memory: 9395 grad_norm: 2.3905 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1751 loss: 3.1751 2022/08/14 12:48:52 - mmengine - INFO - Epoch(train) [25][1100/3757] lr: 7.4304e-02 eta: 3 days, 2:43:34 time: 0.3103 data_time: 0.0141 memory: 9395 grad_norm: 2.3668 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.8731 loss: 2.8731 2022/08/14 12:49:23 - mmengine - INFO - Epoch(train) [25][1200/3757] lr: 7.4375e-02 eta: 3 days, 2:43:03 time: 0.3100 data_time: 0.0136 memory: 9395 grad_norm: 2.3702 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2641 loss: 3.2641 2022/08/14 12:49:54 - mmengine - INFO - Epoch(train) [25][1300/3757] lr: 7.4445e-02 eta: 3 days, 2:42:33 time: 0.3104 data_time: 0.0152 memory: 9395 grad_norm: 2.3148 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.0289 loss: 3.0289 2022/08/14 12:50:24 - mmengine - INFO - Epoch(train) [25][1400/3757] lr: 7.4516e-02 eta: 3 days, 2:42:02 time: 0.3088 data_time: 0.0135 memory: 9395 grad_norm: 2.3992 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.4861 loss: 3.4861 2022/08/14 12:50:55 - mmengine - INFO - Epoch(train) [25][1500/3757] lr: 7.4586e-02 eta: 3 days, 2:41:32 time: 0.3089 data_time: 0.0141 memory: 9395 grad_norm: 2.4295 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.3996 loss: 3.3996 2022/08/14 12:51:26 - mmengine - INFO - Epoch(train) [25][1600/3757] lr: 7.4657e-02 eta: 3 days, 2:41:02 time: 0.3073 data_time: 0.0131 memory: 9395 grad_norm: 2.3562 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 3.1129 loss: 3.1129 2022/08/14 12:51:58 - mmengine - INFO - Epoch(train) [25][1700/3757] lr: 7.4727e-02 eta: 3 days, 2:40:32 time: 0.3082 data_time: 0.0135 memory: 9395 grad_norm: 2.3435 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.4539 loss: 3.4539 2022/08/14 12:52:29 - mmengine - INFO - Epoch(train) [25][1800/3757] lr: 7.4797e-02 eta: 3 days, 2:40:02 time: 0.3095 data_time: 0.0139 memory: 9395 grad_norm: 2.2957 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1264 loss: 3.1264 2022/08/14 12:52:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 12:52:59 - mmengine - INFO - Epoch(train) [25][1900/3757] lr: 7.4868e-02 eta: 3 days, 2:39:31 time: 0.3090 data_time: 0.0138 memory: 9395 grad_norm: 2.4010 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1285 loss: 3.1285 2022/08/14 12:53:30 - mmengine - INFO - Epoch(train) [25][2000/3757] lr: 7.4938e-02 eta: 3 days, 2:39:00 time: 0.3104 data_time: 0.0142 memory: 9395 grad_norm: 2.3521 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2331 loss: 3.2331 2022/08/14 12:54:01 - mmengine - INFO - Epoch(train) [25][2100/3757] lr: 7.5009e-02 eta: 3 days, 2:38:30 time: 0.3081 data_time: 0.0134 memory: 9395 grad_norm: 2.2612 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1554 loss: 3.1554 2022/08/14 12:54:32 - mmengine - INFO - Epoch(train) [25][2200/3757] lr: 7.5079e-02 eta: 3 days, 2:38:00 time: 0.3118 data_time: 0.0148 memory: 9395 grad_norm: 2.3582 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1611 loss: 3.1611 2022/08/14 12:55:03 - mmengine - INFO - Epoch(train) [25][2300/3757] lr: 7.5150e-02 eta: 3 days, 2:37:29 time: 0.3074 data_time: 0.0130 memory: 9395 grad_norm: 2.3513 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8883 loss: 2.8883 2022/08/14 12:55:34 - mmengine - INFO - Epoch(train) [25][2400/3757] lr: 7.5220e-02 eta: 3 days, 2:36:59 time: 0.3114 data_time: 0.0153 memory: 9395 grad_norm: 2.3418 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2365 loss: 3.2365 2022/08/14 12:56:05 - mmengine - INFO - Epoch(train) [25][2500/3757] lr: 7.5291e-02 eta: 3 days, 2:36:28 time: 0.3090 data_time: 0.0135 memory: 9395 grad_norm: 2.3526 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2712 loss: 3.2712 2022/08/14 12:56:36 - mmengine - INFO - Epoch(train) [25][2600/3757] lr: 7.5361e-02 eta: 3 days, 2:35:57 time: 0.3090 data_time: 0.0143 memory: 9395 grad_norm: 2.3263 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0371 loss: 3.0371 2022/08/14 12:57:07 - mmengine - INFO - Epoch(train) [25][2700/3757] lr: 7.5432e-02 eta: 3 days, 2:35:27 time: 0.3082 data_time: 0.0132 memory: 9395 grad_norm: 2.3413 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.3939 loss: 3.3939 2022/08/14 12:57:38 - mmengine - INFO - Epoch(train) [25][2800/3757] lr: 7.5502e-02 eta: 3 days, 2:34:56 time: 0.3078 data_time: 0.0133 memory: 9395 grad_norm: 2.3355 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 3.0168 loss: 3.0168 2022/08/14 12:57:48 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 12:58:09 - mmengine - INFO - Epoch(train) [25][2900/3757] lr: 7.5572e-02 eta: 3 days, 2:34:25 time: 0.3084 data_time: 0.0139 memory: 9395 grad_norm: 2.3462 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8576 loss: 2.8576 2022/08/14 12:58:40 - mmengine - INFO - Epoch(train) [25][3000/3757] lr: 7.5643e-02 eta: 3 days, 2:33:55 time: 0.3070 data_time: 0.0128 memory: 9395 grad_norm: 2.4037 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3337 loss: 3.3337 2022/08/14 12:59:11 - mmengine - INFO - Epoch(train) [25][3100/3757] lr: 7.5713e-02 eta: 3 days, 2:33:24 time: 0.3080 data_time: 0.0134 memory: 9395 grad_norm: 2.2694 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1675 loss: 3.1675 2022/08/14 12:59:42 - mmengine - INFO - Epoch(train) [25][3200/3757] lr: 7.5784e-02 eta: 3 days, 2:32:53 time: 0.3089 data_time: 0.0140 memory: 9395 grad_norm: 2.2796 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0610 loss: 3.0610 2022/08/14 13:00:13 - mmengine - INFO - Epoch(train) [25][3300/3757] lr: 7.5854e-02 eta: 3 days, 2:32:22 time: 0.3092 data_time: 0.0157 memory: 9395 grad_norm: 2.3126 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9757 loss: 2.9757 2022/08/14 13:00:44 - mmengine - INFO - Epoch(train) [25][3400/3757] lr: 7.5925e-02 eta: 3 days, 2:31:51 time: 0.3080 data_time: 0.0131 memory: 9395 grad_norm: 2.3048 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9583 loss: 2.9583 2022/08/14 13:01:15 - mmengine - INFO - Epoch(train) [25][3500/3757] lr: 7.5995e-02 eta: 3 days, 2:31:21 time: 0.3093 data_time: 0.0138 memory: 9395 grad_norm: 2.3257 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2171 loss: 3.2171 2022/08/14 13:01:45 - mmengine - INFO - Epoch(train) [25][3600/3757] lr: 7.6066e-02 eta: 3 days, 2:30:50 time: 0.3082 data_time: 0.0131 memory: 9395 grad_norm: 2.3999 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0852 loss: 3.0852 2022/08/14 13:02:17 - mmengine - INFO - Epoch(train) [25][3700/3757] lr: 7.6136e-02 eta: 3 days, 2:30:20 time: 0.3077 data_time: 0.0137 memory: 9395 grad_norm: 2.2845 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1595 loss: 3.1595 2022/08/14 13:02:34 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 13:02:34 - mmengine - INFO - Epoch(train) [25][3757/3757] lr: 7.6176e-02 eta: 3 days, 2:30:09 time: 0.3023 data_time: 0.0128 memory: 9395 grad_norm: 2.4083 top1_acc: 0.2857 top5_acc: 0.8571 loss_cls: 2.8274 loss: 2.8274 2022/08/14 13:02:52 - mmengine - INFO - Epoch(val) [25][100/310] eta: 0:00:36 time: 0.1729 data_time: 0.0779 memory: 1523 2022/08/14 13:03:09 - mmengine - INFO - Epoch(val) [25][200/310] eta: 0:00:16 time: 0.1527 data_time: 0.0603 memory: 1523 2022/08/14 13:03:26 - mmengine - INFO - Epoch(val) [25][300/310] eta: 0:00:01 time: 0.1711 data_time: 0.0786 memory: 1523 2022/08/14 13:03:30 - mmengine - INFO - Epoch(val) [25][310/310] acc/top1: 0.3717 acc/top5: 0.6511 acc/mean1: 0.3712 2022/08/14 13:03:30 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr/best_acc/top1_epoch_21.pth is removed 2022/08/14 13:03:31 - mmengine - INFO - The best checkpoint with 0.3717 acc/top1 at 26 epoch is saved to best_acc/top1_epoch_26.pth. 2022/08/14 13:03:56 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 13:04:04 - mmengine - INFO - Epoch(train) [26][100/3757] lr: 7.6247e-02 eta: 3 days, 2:28:56 time: 0.3076 data_time: 0.0125 memory: 9395 grad_norm: 2.3552 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0689 loss: 3.0689 2022/08/14 13:04:35 - mmengine - INFO - Epoch(train) [26][200/3757] lr: 7.6317e-02 eta: 3 days, 2:28:26 time: 0.3083 data_time: 0.0137 memory: 9395 grad_norm: 2.2938 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.4685 loss: 3.4685 2022/08/14 13:05:06 - mmengine - INFO - Epoch(train) [26][300/3757] lr: 7.6388e-02 eta: 3 days, 2:27:55 time: 0.3087 data_time: 0.0135 memory: 9395 grad_norm: 2.3449 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2382 loss: 3.2382 2022/08/14 13:05:37 - mmengine - INFO - Epoch(train) [26][400/3757] lr: 7.6458e-02 eta: 3 days, 2:27:25 time: 0.3076 data_time: 0.0131 memory: 9395 grad_norm: 2.2812 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.9809 loss: 2.9809 2022/08/14 13:06:08 - mmengine - INFO - Epoch(train) [26][500/3757] lr: 7.6529e-02 eta: 3 days, 2:26:54 time: 0.3080 data_time: 0.0131 memory: 9395 grad_norm: 2.2943 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1087 loss: 3.1087 2022/08/14 13:06:38 - mmengine - INFO - Epoch(train) [26][600/3757] lr: 7.6599e-02 eta: 3 days, 2:26:24 time: 0.3080 data_time: 0.0135 memory: 9395 grad_norm: 2.3777 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1960 loss: 3.1960 2022/08/14 13:07:10 - mmengine - INFO - Epoch(train) [26][700/3757] lr: 7.6669e-02 eta: 3 days, 2:25:54 time: 0.3095 data_time: 0.0133 memory: 9395 grad_norm: 2.3422 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.9780 loss: 2.9780 2022/08/14 13:07:40 - mmengine - INFO - Epoch(train) [26][800/3757] lr: 7.6740e-02 eta: 3 days, 2:25:24 time: 0.3090 data_time: 0.0138 memory: 9395 grad_norm: 2.3634 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 3.2550 loss: 3.2550 2022/08/14 13:08:11 - mmengine - INFO - Epoch(train) [26][900/3757] lr: 7.6810e-02 eta: 3 days, 2:24:53 time: 0.3081 data_time: 0.0140 memory: 9395 grad_norm: 2.4197 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1591 loss: 3.1591 2022/08/14 13:08:42 - mmengine - INFO - Epoch(train) [26][1000/3757] lr: 7.6881e-02 eta: 3 days, 2:24:23 time: 0.3117 data_time: 0.0151 memory: 9395 grad_norm: 2.3278 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2269 loss: 3.2269 2022/08/14 13:09:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 13:09:13 - mmengine - INFO - Epoch(train) [26][1100/3757] lr: 7.6951e-02 eta: 3 days, 2:23:52 time: 0.3088 data_time: 0.0138 memory: 9395 grad_norm: 2.3239 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0551 loss: 3.0551 2022/08/14 13:09:44 - mmengine - INFO - Epoch(train) [26][1200/3757] lr: 7.7022e-02 eta: 3 days, 2:23:22 time: 0.3104 data_time: 0.0144 memory: 9395 grad_norm: 2.3045 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3928 loss: 3.3928 2022/08/14 13:10:15 - mmengine - INFO - Epoch(train) [26][1300/3757] lr: 7.7092e-02 eta: 3 days, 2:22:52 time: 0.3142 data_time: 0.0135 memory: 9395 grad_norm: 2.3380 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1147 loss: 3.1147 2022/08/14 13:10:46 - mmengine - INFO - Epoch(train) [26][1400/3757] lr: 7.7163e-02 eta: 3 days, 2:22:22 time: 0.3103 data_time: 0.0142 memory: 9395 grad_norm: 2.3138 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0932 loss: 3.0932 2022/08/14 13:11:17 - mmengine - INFO - Epoch(train) [26][1500/3757] lr: 7.7233e-02 eta: 3 days, 2:21:51 time: 0.3075 data_time: 0.0136 memory: 9395 grad_norm: 2.3297 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9471 loss: 2.9471 2022/08/14 13:11:48 - mmengine - INFO - Epoch(train) [26][1600/3757] lr: 7.7304e-02 eta: 3 days, 2:21:21 time: 0.3083 data_time: 0.0138 memory: 9395 grad_norm: 2.3044 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0764 loss: 3.0764 2022/08/14 13:12:19 - mmengine - INFO - Epoch(train) [26][1700/3757] lr: 7.7374e-02 eta: 3 days, 2:20:50 time: 0.3080 data_time: 0.0133 memory: 9395 grad_norm: 2.2746 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9897 loss: 2.9897 2022/08/14 13:12:50 - mmengine - INFO - Epoch(train) [26][1800/3757] lr: 7.7445e-02 eta: 3 days, 2:20:20 time: 0.3071 data_time: 0.0133 memory: 9395 grad_norm: 2.3554 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9221 loss: 2.9221 2022/08/14 13:13:21 - mmengine - INFO - Epoch(train) [26][1900/3757] lr: 7.7515e-02 eta: 3 days, 2:19:51 time: 0.3129 data_time: 0.0164 memory: 9395 grad_norm: 2.2985 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9239 loss: 2.9239 2022/08/14 13:13:52 - mmengine - INFO - Epoch(train) [26][2000/3757] lr: 7.7585e-02 eta: 3 days, 2:19:20 time: 0.3081 data_time: 0.0137 memory: 9395 grad_norm: 2.3017 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5763 loss: 3.5763 2022/08/14 13:14:16 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 13:14:23 - mmengine - INFO - Epoch(train) [26][2100/3757] lr: 7.7656e-02 eta: 3 days, 2:18:51 time: 0.3117 data_time: 0.0149 memory: 9395 grad_norm: 2.3475 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9190 loss: 2.9190 2022/08/14 13:14:54 - mmengine - INFO - Epoch(train) [26][2200/3757] lr: 7.7726e-02 eta: 3 days, 2:18:21 time: 0.3076 data_time: 0.0134 memory: 9395 grad_norm: 2.2586 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0768 loss: 3.0768 2022/08/14 13:15:25 - mmengine - INFO - Epoch(train) [26][2300/3757] lr: 7.7797e-02 eta: 3 days, 2:17:51 time: 0.3132 data_time: 0.0144 memory: 9395 grad_norm: 2.3225 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.4856 loss: 3.4856 2022/08/14 13:15:56 - mmengine - INFO - Epoch(train) [26][2400/3757] lr: 7.7867e-02 eta: 3 days, 2:17:21 time: 0.3089 data_time: 0.0134 memory: 9395 grad_norm: 2.3623 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2455 loss: 3.2455 2022/08/14 13:16:27 - mmengine - INFO - Epoch(train) [26][2500/3757] lr: 7.7938e-02 eta: 3 days, 2:16:51 time: 0.3093 data_time: 0.0140 memory: 9395 grad_norm: 2.3044 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7744 loss: 2.7744 2022/08/14 13:16:58 - mmengine - INFO - Epoch(train) [26][2600/3757] lr: 7.8008e-02 eta: 3 days, 2:16:21 time: 0.3080 data_time: 0.0133 memory: 9395 grad_norm: 2.3327 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1489 loss: 3.1489 2022/08/14 13:17:29 - mmengine - INFO - Epoch(train) [26][2700/3757] lr: 7.8079e-02 eta: 3 days, 2:15:50 time: 0.3086 data_time: 0.0130 memory: 9395 grad_norm: 2.3065 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1766 loss: 3.1766 2022/08/14 13:18:01 - mmengine - INFO - Epoch(train) [26][2800/3757] lr: 7.8149e-02 eta: 3 days, 2:15:21 time: 0.3083 data_time: 0.0134 memory: 9395 grad_norm: 2.3125 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2716 loss: 3.2716 2022/08/14 13:18:32 - mmengine - INFO - Epoch(train) [26][2900/3757] lr: 7.8220e-02 eta: 3 days, 2:14:51 time: 0.3108 data_time: 0.0146 memory: 9395 grad_norm: 2.3336 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2171 loss: 3.2171 2022/08/14 13:19:02 - mmengine - INFO - Epoch(train) [26][3000/3757] lr: 7.8290e-02 eta: 3 days, 2:14:20 time: 0.3085 data_time: 0.0141 memory: 9395 grad_norm: 2.3383 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2599 loss: 3.2599 2022/08/14 13:19:26 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 13:19:34 - mmengine - INFO - Epoch(train) [26][3100/3757] lr: 7.8360e-02 eta: 3 days, 2:13:51 time: 0.3090 data_time: 0.0148 memory: 9395 grad_norm: 2.3005 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1734 loss: 3.1734 2022/08/14 13:20:05 - mmengine - INFO - Epoch(train) [26][3200/3757] lr: 7.8431e-02 eta: 3 days, 2:13:21 time: 0.3090 data_time: 0.0133 memory: 9395 grad_norm: 2.2256 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 3.0887 loss: 3.0887 2022/08/14 13:20:36 - mmengine - INFO - Epoch(train) [26][3300/3757] lr: 7.8501e-02 eta: 3 days, 2:12:52 time: 0.3165 data_time: 0.0138 memory: 9395 grad_norm: 2.3136 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7695 loss: 2.7695 2022/08/14 13:21:07 - mmengine - INFO - Epoch(train) [26][3400/3757] lr: 7.8572e-02 eta: 3 days, 2:12:22 time: 0.3079 data_time: 0.0135 memory: 9395 grad_norm: 2.3431 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9297 loss: 2.9297 2022/08/14 13:21:38 - mmengine - INFO - Epoch(train) [26][3500/3757] lr: 7.8642e-02 eta: 3 days, 2:11:52 time: 0.3086 data_time: 0.0132 memory: 9395 grad_norm: 2.3679 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1055 loss: 3.1055 2022/08/14 13:22:09 - mmengine - INFO - Epoch(train) [26][3600/3757] lr: 7.8713e-02 eta: 3 days, 2:11:21 time: 0.3084 data_time: 0.0135 memory: 9395 grad_norm: 2.3217 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.7933 loss: 2.7933 2022/08/14 13:22:40 - mmengine - INFO - Epoch(train) [26][3700/3757] lr: 7.8783e-02 eta: 3 days, 2:10:50 time: 0.3083 data_time: 0.0137 memory: 9395 grad_norm: 2.1976 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9265 loss: 2.9265 2022/08/14 13:22:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 13:22:57 - mmengine - INFO - Epoch(train) [26][3757/3757] lr: 7.8823e-02 eta: 3 days, 2:10:38 time: 0.3031 data_time: 0.0136 memory: 9395 grad_norm: 2.3146 top1_acc: 0.5714 top5_acc: 0.5714 loss_cls: 3.1481 loss: 3.1481 2022/08/14 13:23:30 - mmengine - INFO - Epoch(train) [27][100/3757] lr: 7.8894e-02 eta: 3 days, 2:09:30 time: 0.3088 data_time: 0.0141 memory: 9395 grad_norm: 2.3461 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5164 loss: 3.5164 2022/08/14 13:24:01 - mmengine - INFO - Epoch(train) [27][200/3757] lr: 7.8964e-02 eta: 3 days, 2:09:02 time: 0.3081 data_time: 0.0137 memory: 9395 grad_norm: 2.3357 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3122 loss: 3.3122 2022/08/14 13:24:32 - mmengine - INFO - Epoch(train) [27][300/3757] lr: 7.9035e-02 eta: 3 days, 2:08:33 time: 0.3107 data_time: 0.0152 memory: 9395 grad_norm: 2.3065 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2463 loss: 3.2463 2022/08/14 13:24:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 13:25:03 - mmengine - INFO - Epoch(train) [27][400/3757] lr: 7.9105e-02 eta: 3 days, 2:08:02 time: 0.3096 data_time: 0.0137 memory: 9395 grad_norm: 2.3240 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2727 loss: 3.2727 2022/08/14 13:25:34 - mmengine - INFO - Epoch(train) [27][500/3757] lr: 7.9176e-02 eta: 3 days, 2:07:31 time: 0.3075 data_time: 0.0142 memory: 9395 grad_norm: 2.3237 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.9297 loss: 2.9297 2022/08/14 13:26:05 - mmengine - INFO - Epoch(train) [27][600/3757] lr: 7.9246e-02 eta: 3 days, 2:07:01 time: 0.3106 data_time: 0.0140 memory: 9395 grad_norm: 2.3431 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.2211 loss: 3.2211 2022/08/14 13:26:36 - mmengine - INFO - Epoch(train) [27][700/3757] lr: 7.9317e-02 eta: 3 days, 2:06:32 time: 0.3098 data_time: 0.0148 memory: 9395 grad_norm: 2.3293 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2555 loss: 3.2555 2022/08/14 13:27:07 - mmengine - INFO - Epoch(train) [27][800/3757] lr: 7.9387e-02 eta: 3 days, 2:06:01 time: 0.3108 data_time: 0.0139 memory: 9395 grad_norm: 2.3039 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3204 loss: 3.3204 2022/08/14 13:27:38 - mmengine - INFO - Epoch(train) [27][900/3757] lr: 7.9457e-02 eta: 3 days, 2:05:30 time: 0.3076 data_time: 0.0141 memory: 9395 grad_norm: 2.2561 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3200 loss: 3.3200 2022/08/14 13:28:09 - mmengine - INFO - Epoch(train) [27][1000/3757] lr: 7.9528e-02 eta: 3 days, 2:05:00 time: 0.3088 data_time: 0.0139 memory: 9395 grad_norm: 2.3237 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1212 loss: 3.1212 2022/08/14 13:28:40 - mmengine - INFO - Epoch(train) [27][1100/3757] lr: 7.9598e-02 eta: 3 days, 2:04:30 time: 0.3078 data_time: 0.0131 memory: 9395 grad_norm: 2.3256 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1130 loss: 3.1130 2022/08/14 13:29:11 - mmengine - INFO - Epoch(train) [27][1200/3757] lr: 7.9669e-02 eta: 3 days, 2:04:00 time: 0.3079 data_time: 0.0128 memory: 9395 grad_norm: 2.2755 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8984 loss: 2.8984 2022/08/14 13:29:42 - mmengine - INFO - Epoch(train) [27][1300/3757] lr: 7.9739e-02 eta: 3 days, 2:03:30 time: 0.3090 data_time: 0.0140 memory: 9395 grad_norm: 2.2514 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9666 loss: 2.9666 2022/08/14 13:29:48 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 13:30:13 - mmengine - INFO - Epoch(train) [27][1400/3757] lr: 7.9810e-02 eta: 3 days, 2:03:00 time: 0.3093 data_time: 0.0146 memory: 9395 grad_norm: 2.2404 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1051 loss: 3.1051 2022/08/14 13:30:44 - mmengine - INFO - Epoch(train) [27][1500/3757] lr: 7.9880e-02 eta: 3 days, 2:02:30 time: 0.3098 data_time: 0.0144 memory: 9395 grad_norm: 2.3076 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2096 loss: 3.2096 2022/08/14 13:31:15 - mmengine - INFO - Epoch(train) [27][1600/3757] lr: 7.9951e-02 eta: 3 days, 2:01:59 time: 0.3102 data_time: 0.0147 memory: 9395 grad_norm: 2.3841 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0310 loss: 3.0310 2022/08/14 13:31:46 - mmengine - INFO - Epoch(train) [27][1700/3757] lr: 8.0021e-02 eta: 3 days, 2:01:28 time: 0.3079 data_time: 0.0129 memory: 9395 grad_norm: 2.2571 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2457 loss: 3.2457 2022/08/14 13:32:17 - mmengine - INFO - Epoch(train) [27][1800/3757] lr: 8.0092e-02 eta: 3 days, 2:00:59 time: 0.3110 data_time: 0.0146 memory: 9395 grad_norm: 2.3605 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.9740 loss: 2.9740 2022/08/14 13:32:48 - mmengine - INFO - Epoch(train) [27][1900/3757] lr: 8.0162e-02 eta: 3 days, 2:00:29 time: 0.3094 data_time: 0.0133 memory: 9395 grad_norm: 2.3630 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3080 loss: 3.3080 2022/08/14 13:33:19 - mmengine - INFO - Epoch(train) [27][2000/3757] lr: 8.0233e-02 eta: 3 days, 1:59:58 time: 0.3067 data_time: 0.0132 memory: 9395 grad_norm: 2.2873 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1859 loss: 3.1859 2022/08/14 13:33:50 - mmengine - INFO - Epoch(train) [27][2100/3757] lr: 8.0303e-02 eta: 3 days, 1:59:28 time: 0.3080 data_time: 0.0129 memory: 9395 grad_norm: 2.3272 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.2290 loss: 3.2290 2022/08/14 13:34:21 - mmengine - INFO - Epoch(train) [27][2200/3757] lr: 8.0373e-02 eta: 3 days, 1:58:57 time: 0.3071 data_time: 0.0124 memory: 9395 grad_norm: 2.2570 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9846 loss: 2.9846 2022/08/14 13:34:52 - mmengine - INFO - Epoch(train) [27][2300/3757] lr: 8.0444e-02 eta: 3 days, 1:58:27 time: 0.3084 data_time: 0.0138 memory: 9395 grad_norm: 2.3317 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5177 loss: 3.5177 2022/08/14 13:34:58 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 13:35:23 - mmengine - INFO - Epoch(train) [27][2400/3757] lr: 8.0514e-02 eta: 3 days, 1:57:57 time: 0.3096 data_time: 0.0155 memory: 9395 grad_norm: 2.3503 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2682 loss: 3.2682 2022/08/14 13:35:54 - mmengine - INFO - Epoch(train) [27][2500/3757] lr: 8.0585e-02 eta: 3 days, 1:57:26 time: 0.3106 data_time: 0.0149 memory: 9395 grad_norm: 2.2788 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.0267 loss: 3.0267 2022/08/14 13:36:25 - mmengine - INFO - Epoch(train) [27][2600/3757] lr: 8.0655e-02 eta: 3 days, 1:56:55 time: 0.3088 data_time: 0.0147 memory: 9395 grad_norm: 2.4342 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2132 loss: 3.2132 2022/08/14 13:36:56 - mmengine - INFO - Epoch(train) [27][2700/3757] lr: 8.0726e-02 eta: 3 days, 1:56:26 time: 0.3093 data_time: 0.0140 memory: 9395 grad_norm: 2.2634 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0840 loss: 3.0840 2022/08/14 13:37:27 - mmengine - INFO - Epoch(train) [27][2800/3757] lr: 8.0796e-02 eta: 3 days, 1:55:56 time: 0.3109 data_time: 0.0155 memory: 9395 grad_norm: 2.3464 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0703 loss: 3.0703 2022/08/14 13:37:58 - mmengine - INFO - Epoch(train) [27][2900/3757] lr: 8.0867e-02 eta: 3 days, 1:55:25 time: 0.3094 data_time: 0.0137 memory: 9395 grad_norm: 2.3289 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2602 loss: 3.2602 2022/08/14 13:38:29 - mmengine - INFO - Epoch(train) [27][3000/3757] lr: 8.0937e-02 eta: 3 days, 1:54:55 time: 0.3082 data_time: 0.0140 memory: 9395 grad_norm: 2.2395 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2622 loss: 3.2622 2022/08/14 13:39:00 - mmengine - INFO - Epoch(train) [27][3100/3757] lr: 8.1008e-02 eta: 3 days, 1:54:25 time: 0.3074 data_time: 0.0131 memory: 9395 grad_norm: 2.2349 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2251 loss: 3.2251 2022/08/14 13:39:31 - mmengine - INFO - Epoch(train) [27][3200/3757] lr: 8.1078e-02 eta: 3 days, 1:53:55 time: 0.3098 data_time: 0.0139 memory: 9395 grad_norm: 2.2752 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9015 loss: 2.9015 2022/08/14 13:40:02 - mmengine - INFO - Epoch(train) [27][3300/3757] lr: 8.1148e-02 eta: 3 days, 1:53:26 time: 0.3080 data_time: 0.0144 memory: 9395 grad_norm: 2.2863 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2928 loss: 3.2928 2022/08/14 13:40:08 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 13:40:33 - mmengine - INFO - Epoch(train) [27][3400/3757] lr: 8.1219e-02 eta: 3 days, 1:52:57 time: 0.3086 data_time: 0.0131 memory: 9395 grad_norm: 2.2565 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2008 loss: 3.2008 2022/08/14 13:41:04 - mmengine - INFO - Epoch(train) [27][3500/3757] lr: 8.1289e-02 eta: 3 days, 1:52:26 time: 0.3107 data_time: 0.0143 memory: 9395 grad_norm: 2.3031 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1856 loss: 3.1856 2022/08/14 13:41:35 - mmengine - INFO - Epoch(train) [27][3600/3757] lr: 8.1360e-02 eta: 3 days, 1:51:55 time: 0.3087 data_time: 0.0129 memory: 9395 grad_norm: 2.2762 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.8447 loss: 2.8447 2022/08/14 13:42:06 - mmengine - INFO - Epoch(train) [27][3700/3757] lr: 8.1430e-02 eta: 3 days, 1:51:26 time: 0.3123 data_time: 0.0155 memory: 9395 grad_norm: 2.2838 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2527 loss: 3.2527 2022/08/14 13:42:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 13:42:24 - mmengine - INFO - Epoch(train) [27][3757/3757] lr: 8.1470e-02 eta: 3 days, 1:51:14 time: 0.3127 data_time: 0.0165 memory: 9395 grad_norm: 2.2714 top1_acc: 0.5714 top5_acc: 1.0000 loss_cls: 3.2275 loss: 3.2275 2022/08/14 13:42:57 - mmengine - INFO - Epoch(train) [28][100/3757] lr: 8.1541e-02 eta: 3 days, 1:50:08 time: 0.3081 data_time: 0.0132 memory: 9395 grad_norm: 2.2930 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9457 loss: 2.9457 2022/08/14 13:43:28 - mmengine - INFO - Epoch(train) [28][200/3757] lr: 8.1611e-02 eta: 3 days, 1:49:39 time: 0.3098 data_time: 0.0140 memory: 9395 grad_norm: 2.2689 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9224 loss: 2.9224 2022/08/14 13:43:59 - mmengine - INFO - Epoch(train) [28][300/3757] lr: 8.1682e-02 eta: 3 days, 1:49:09 time: 0.3069 data_time: 0.0133 memory: 9395 grad_norm: 2.3369 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4617 loss: 3.4617 2022/08/14 13:44:30 - mmengine - INFO - Epoch(train) [28][400/3757] lr: 8.1752e-02 eta: 3 days, 1:48:39 time: 0.3076 data_time: 0.0132 memory: 9395 grad_norm: 2.3134 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0578 loss: 3.0578 2022/08/14 13:45:01 - mmengine - INFO - Epoch(train) [28][500/3757] lr: 8.1823e-02 eta: 3 days, 1:48:10 time: 0.3104 data_time: 0.0139 memory: 9395 grad_norm: 2.2711 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1055 loss: 3.1055 2022/08/14 13:45:20 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 13:45:32 - mmengine - INFO - Epoch(train) [28][600/3757] lr: 8.1893e-02 eta: 3 days, 1:47:39 time: 0.3080 data_time: 0.0140 memory: 9395 grad_norm: 2.2933 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9305 loss: 2.9305 2022/08/14 13:46:03 - mmengine - INFO - Epoch(train) [28][700/3757] lr: 8.1964e-02 eta: 3 days, 1:47:09 time: 0.3102 data_time: 0.0147 memory: 9395 grad_norm: 2.3387 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3227 loss: 3.3227 2022/08/14 13:46:34 - mmengine - INFO - Epoch(train) [28][800/3757] lr: 8.2034e-02 eta: 3 days, 1:46:38 time: 0.3087 data_time: 0.0141 memory: 9395 grad_norm: 2.3099 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1829 loss: 3.1829 2022/08/14 13:47:05 - mmengine - INFO - Epoch(train) [28][900/3757] lr: 8.2105e-02 eta: 3 days, 1:46:08 time: 0.3083 data_time: 0.0133 memory: 9395 grad_norm: 2.2148 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.4449 loss: 3.4449 2022/08/14 13:47:36 - mmengine - INFO - Epoch(train) [28][1000/3757] lr: 8.2175e-02 eta: 3 days, 1:45:37 time: 0.3079 data_time: 0.0131 memory: 9395 grad_norm: 2.2627 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1854 loss: 3.1854 2022/08/14 13:48:07 - mmengine - INFO - Epoch(train) [28][1100/3757] lr: 8.2245e-02 eta: 3 days, 1:45:08 time: 0.3114 data_time: 0.0146 memory: 9395 grad_norm: 2.3723 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2088 loss: 3.2088 2022/08/14 13:48:38 - mmengine - INFO - Epoch(train) [28][1200/3757] lr: 8.2316e-02 eta: 3 days, 1:44:38 time: 0.3090 data_time: 0.0139 memory: 9395 grad_norm: 2.2129 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9437 loss: 2.9437 2022/08/14 13:49:09 - mmengine - INFO - Epoch(train) [28][1300/3757] lr: 8.2386e-02 eta: 3 days, 1:44:08 time: 0.3073 data_time: 0.0133 memory: 9395 grad_norm: 2.3233 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7450 loss: 2.7450 2022/08/14 13:49:40 - mmengine - INFO - Epoch(train) [28][1400/3757] lr: 8.2457e-02 eta: 3 days, 1:43:37 time: 0.3084 data_time: 0.0136 memory: 9395 grad_norm: 2.3593 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1379 loss: 3.1379 2022/08/14 13:50:11 - mmengine - INFO - Epoch(train) [28][1500/3757] lr: 8.2527e-02 eta: 3 days, 1:43:07 time: 0.3087 data_time: 0.0136 memory: 9395 grad_norm: 2.2722 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0796 loss: 3.0796 2022/08/14 13:50:30 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 13:50:42 - mmengine - INFO - Epoch(train) [28][1600/3757] lr: 8.2598e-02 eta: 3 days, 1:42:36 time: 0.3077 data_time: 0.0134 memory: 9395 grad_norm: 2.2990 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 3.0234 loss: 3.0234 2022/08/14 13:51:13 - mmengine - INFO - Epoch(train) [28][1700/3757] lr: 8.2668e-02 eta: 3 days, 1:42:06 time: 0.3082 data_time: 0.0138 memory: 9395 grad_norm: 2.2493 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1497 loss: 3.1497 2022/08/14 13:51:44 - mmengine - INFO - Epoch(train) [28][1800/3757] lr: 8.2739e-02 eta: 3 days, 1:41:39 time: 0.3223 data_time: 0.0146 memory: 9395 grad_norm: 2.2672 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1511 loss: 3.1511 2022/08/14 13:52:15 - mmengine - INFO - Epoch(train) [28][1900/3757] lr: 8.2809e-02 eta: 3 days, 1:41:09 time: 0.3093 data_time: 0.0140 memory: 9395 grad_norm: 2.3135 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0790 loss: 3.0790 2022/08/14 13:52:46 - mmengine - INFO - Epoch(train) [28][2000/3757] lr: 8.2880e-02 eta: 3 days, 1:40:39 time: 0.3133 data_time: 0.0137 memory: 9395 grad_norm: 2.2673 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1188 loss: 3.1188 2022/08/14 13:53:17 - mmengine - INFO - Epoch(train) [28][2100/3757] lr: 8.2950e-02 eta: 3 days, 1:40:08 time: 0.3076 data_time: 0.0140 memory: 9395 grad_norm: 2.2709 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3184 loss: 3.3184 2022/08/14 13:53:48 - mmengine - INFO - Epoch(train) [28][2200/3757] lr: 8.3021e-02 eta: 3 days, 1:39:40 time: 0.3073 data_time: 0.0136 memory: 9395 grad_norm: 2.2848 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0251 loss: 3.0251 2022/08/14 13:54:19 - mmengine - INFO - Epoch(train) [28][2300/3757] lr: 8.3091e-02 eta: 3 days, 1:39:09 time: 0.3083 data_time: 0.0134 memory: 9395 grad_norm: 2.2538 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4144 loss: 3.4144 2022/08/14 13:54:50 - mmengine - INFO - Epoch(train) [28][2400/3757] lr: 8.3161e-02 eta: 3 days, 1:38:38 time: 0.3073 data_time: 0.0135 memory: 9395 grad_norm: 2.3503 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.3732 loss: 3.3732 2022/08/14 13:55:21 - mmengine - INFO - Epoch(train) [28][2500/3757] lr: 8.3232e-02 eta: 3 days, 1:38:08 time: 0.3080 data_time: 0.0135 memory: 9395 grad_norm: 2.3827 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1136 loss: 3.1136 2022/08/14 13:55:40 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 13:55:52 - mmengine - INFO - Epoch(train) [28][2600/3757] lr: 8.3302e-02 eta: 3 days, 1:37:37 time: 0.3070 data_time: 0.0130 memory: 9395 grad_norm: 2.2174 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9563 loss: 2.9563 2022/08/14 13:56:23 - mmengine - INFO - Epoch(train) [28][2700/3757] lr: 8.3373e-02 eta: 3 days, 1:37:07 time: 0.3093 data_time: 0.0142 memory: 9395 grad_norm: 2.3524 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9352 loss: 2.9352 2022/08/14 13:56:54 - mmengine - INFO - Epoch(train) [28][2800/3757] lr: 8.3443e-02 eta: 3 days, 1:36:37 time: 0.3098 data_time: 0.0137 memory: 9395 grad_norm: 2.2625 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1604 loss: 3.1604 2022/08/14 13:57:25 - mmengine - INFO - Epoch(train) [28][2900/3757] lr: 8.3514e-02 eta: 3 days, 1:36:07 time: 0.3134 data_time: 0.0148 memory: 9395 grad_norm: 2.2687 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2412 loss: 3.2412 2022/08/14 13:57:56 - mmengine - INFO - Epoch(train) [28][3000/3757] lr: 8.3584e-02 eta: 3 days, 1:35:37 time: 0.3087 data_time: 0.0132 memory: 9395 grad_norm: 2.2908 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3608 loss: 3.3608 2022/08/14 13:58:27 - mmengine - INFO - Epoch(train) [28][3100/3757] lr: 8.3655e-02 eta: 3 days, 1:35:07 time: 0.3118 data_time: 0.0156 memory: 9395 grad_norm: 2.2757 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0028 loss: 3.0028 2022/08/14 13:58:58 - mmengine - INFO - Epoch(train) [28][3200/3757] lr: 8.3725e-02 eta: 3 days, 1:34:37 time: 0.3097 data_time: 0.0137 memory: 9395 grad_norm: 2.3248 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7896 loss: 2.7896 2022/08/14 13:59:29 - mmengine - INFO - Epoch(train) [28][3300/3757] lr: 8.3796e-02 eta: 3 days, 1:34:07 time: 0.3093 data_time: 0.0141 memory: 9395 grad_norm: 2.2557 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3325 loss: 3.3325 2022/08/14 14:00:00 - mmengine - INFO - Epoch(train) [28][3400/3757] lr: 8.3866e-02 eta: 3 days, 1:33:37 time: 0.3080 data_time: 0.0141 memory: 9395 grad_norm: 2.3775 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.5878 loss: 3.5878 2022/08/14 14:00:31 - mmengine - INFO - Epoch(train) [28][3500/3757] lr: 8.3936e-02 eta: 3 days, 1:33:06 time: 0.3074 data_time: 0.0134 memory: 9395 grad_norm: 2.2628 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3418 loss: 3.3418 2022/08/14 14:00:50 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 14:01:02 - mmengine - INFO - Epoch(train) [28][3600/3757] lr: 8.4007e-02 eta: 3 days, 1:32:36 time: 0.3082 data_time: 0.0135 memory: 9395 grad_norm: 2.3258 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1926 loss: 3.1926 2022/08/14 14:01:33 - mmengine - INFO - Epoch(train) [28][3700/3757] lr: 8.4077e-02 eta: 3 days, 1:32:05 time: 0.3084 data_time: 0.0134 memory: 9395 grad_norm: 2.2989 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0025 loss: 3.0025 2022/08/14 14:01:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 14:01:51 - mmengine - INFO - Epoch(train) [28][3757/3757] lr: 8.4118e-02 eta: 3 days, 1:31:54 time: 0.3029 data_time: 0.0137 memory: 9395 grad_norm: 2.2148 top1_acc: 0.4286 top5_acc: 0.5714 loss_cls: 3.1543 loss: 3.1543 2022/08/14 14:01:51 - mmengine - INFO - Saving checkpoint at 28 epochs 2022/08/14 14:02:25 - mmengine - INFO - Epoch(train) [29][100/3757] lr: 8.4188e-02 eta: 3 days, 1:30:45 time: 0.3128 data_time: 0.0151 memory: 9395 grad_norm: 2.2619 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.2331 loss: 3.2331 2022/08/14 14:02:56 - mmengine - INFO - Epoch(train) [29][200/3757] lr: 8.4258e-02 eta: 3 days, 1:30:15 time: 0.3094 data_time: 0.0138 memory: 9395 grad_norm: 2.3293 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3137 loss: 3.3137 2022/08/14 14:03:27 - mmengine - INFO - Epoch(train) [29][300/3757] lr: 8.4329e-02 eta: 3 days, 1:29:46 time: 0.3137 data_time: 0.0146 memory: 9395 grad_norm: 2.2501 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.2083 loss: 3.2083 2022/08/14 14:03:58 - mmengine - INFO - Epoch(train) [29][400/3757] lr: 8.4399e-02 eta: 3 days, 1:29:16 time: 0.3108 data_time: 0.0139 memory: 9395 grad_norm: 2.2853 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2317 loss: 3.2317 2022/08/14 14:04:29 - mmengine - INFO - Epoch(train) [29][500/3757] lr: 8.4470e-02 eta: 3 days, 1:28:46 time: 0.3101 data_time: 0.0139 memory: 9395 grad_norm: 2.2621 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8686 loss: 2.8686 2022/08/14 14:05:00 - mmengine - INFO - Epoch(train) [29][600/3757] lr: 8.4540e-02 eta: 3 days, 1:28:16 time: 0.3089 data_time: 0.0131 memory: 9395 grad_norm: 2.2528 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9164 loss: 2.9164 2022/08/14 14:05:31 - mmengine - INFO - Epoch(train) [29][700/3757] lr: 8.4611e-02 eta: 3 days, 1:27:46 time: 0.3098 data_time: 0.0142 memory: 9395 grad_norm: 2.2475 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2561 loss: 3.2561 2022/08/14 14:06:02 - mmengine - INFO - Epoch(train) [29][800/3757] lr: 8.4681e-02 eta: 3 days, 1:27:16 time: 0.3089 data_time: 0.0140 memory: 9395 grad_norm: 2.2949 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.2635 loss: 3.2635 2022/08/14 14:06:03 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 14:06:33 - mmengine - INFO - Epoch(train) [29][900/3757] lr: 8.4752e-02 eta: 3 days, 1:26:45 time: 0.3077 data_time: 0.0134 memory: 9395 grad_norm: 2.3182 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0224 loss: 3.0224 2022/08/14 14:07:04 - mmengine - INFO - Epoch(train) [29][1000/3757] lr: 8.4822e-02 eta: 3 days, 1:26:15 time: 0.3081 data_time: 0.0135 memory: 9395 grad_norm: 2.3125 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3652 loss: 3.3652 2022/08/14 14:07:35 - mmengine - INFO - Epoch(train) [29][1100/3757] lr: 8.4893e-02 eta: 3 days, 1:25:45 time: 0.3082 data_time: 0.0132 memory: 9395 grad_norm: 2.3173 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8974 loss: 2.8974 2022/08/14 14:08:06 - mmengine - INFO - Epoch(train) [29][1200/3757] lr: 8.4963e-02 eta: 3 days, 1:25:14 time: 0.3090 data_time: 0.0144 memory: 9395 grad_norm: 2.2240 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1450 loss: 3.1450 2022/08/14 14:08:37 - mmengine - INFO - Epoch(train) [29][1300/3757] lr: 8.5033e-02 eta: 3 days, 1:24:44 time: 0.3110 data_time: 0.0145 memory: 9395 grad_norm: 2.2319 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1610 loss: 3.1610 2022/08/14 14:09:08 - mmengine - INFO - Epoch(train) [29][1400/3757] lr: 8.5104e-02 eta: 3 days, 1:24:14 time: 0.3094 data_time: 0.0141 memory: 9395 grad_norm: 2.3241 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2590 loss: 3.2590 2022/08/14 14:09:39 - mmengine - INFO - Epoch(train) [29][1500/3757] lr: 8.5174e-02 eta: 3 days, 1:23:43 time: 0.3086 data_time: 0.0142 memory: 9395 grad_norm: 2.2711 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3299 loss: 3.3299 2022/08/14 14:10:10 - mmengine - INFO - Epoch(train) [29][1600/3757] lr: 8.5245e-02 eta: 3 days, 1:23:14 time: 0.3095 data_time: 0.0143 memory: 9395 grad_norm: 2.2537 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3525 loss: 3.3525 2022/08/14 14:10:41 - mmengine - INFO - Epoch(train) [29][1700/3757] lr: 8.5315e-02 eta: 3 days, 1:22:43 time: 0.3082 data_time: 0.0136 memory: 9395 grad_norm: 2.2800 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9644 loss: 2.9644 2022/08/14 14:11:12 - mmengine - INFO - Epoch(train) [29][1800/3757] lr: 8.5386e-02 eta: 3 days, 1:22:13 time: 0.3095 data_time: 0.0142 memory: 9395 grad_norm: 2.2368 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1465 loss: 3.1465 2022/08/14 14:11:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 14:11:43 - mmengine - INFO - Epoch(train) [29][1900/3757] lr: 8.5456e-02 eta: 3 days, 1:21:42 time: 0.3084 data_time: 0.0140 memory: 9395 grad_norm: 2.2474 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2419 loss: 3.2419 2022/08/14 14:12:14 - mmengine - INFO - Epoch(train) [29][2000/3757] lr: 8.5527e-02 eta: 3 days, 1:21:12 time: 0.3097 data_time: 0.0136 memory: 9395 grad_norm: 2.2220 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0812 loss: 3.0812 2022/08/14 14:12:45 - mmengine - INFO - Epoch(train) [29][2100/3757] lr: 8.5597e-02 eta: 3 days, 1:20:42 time: 0.3104 data_time: 0.0139 memory: 9395 grad_norm: 2.2429 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2532 loss: 3.2532 2022/08/14 14:13:16 - mmengine - INFO - Epoch(train) [29][2200/3757] lr: 8.5668e-02 eta: 3 days, 1:20:12 time: 0.3102 data_time: 0.0141 memory: 9395 grad_norm: 2.2338 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2496 loss: 3.2496 2022/08/14 14:13:47 - mmengine - INFO - Epoch(train) [29][2300/3757] lr: 8.5738e-02 eta: 3 days, 1:19:42 time: 0.3092 data_time: 0.0142 memory: 9395 grad_norm: 2.2467 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1079 loss: 3.1079 2022/08/14 14:14:18 - mmengine - INFO - Epoch(train) [29][2400/3757] lr: 8.5808e-02 eta: 3 days, 1:19:12 time: 0.3140 data_time: 0.0151 memory: 9395 grad_norm: 2.2035 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2841 loss: 3.2841 2022/08/14 14:14:49 - mmengine - INFO - Epoch(train) [29][2500/3757] lr: 8.5879e-02 eta: 3 days, 1:18:43 time: 0.3177 data_time: 0.0169 memory: 9395 grad_norm: 2.2662 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.3464 loss: 3.3464 2022/08/14 14:15:20 - mmengine - INFO - Epoch(train) [29][2600/3757] lr: 8.5949e-02 eta: 3 days, 1:18:13 time: 0.3088 data_time: 0.0137 memory: 9395 grad_norm: 2.2560 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.1824 loss: 3.1824 2022/08/14 14:15:51 - mmengine - INFO - Epoch(train) [29][2700/3757] lr: 8.6020e-02 eta: 3 days, 1:17:44 time: 0.3080 data_time: 0.0135 memory: 9395 grad_norm: 2.2640 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2473 loss: 3.2473 2022/08/14 14:16:22 - mmengine - INFO - Epoch(train) [29][2800/3757] lr: 8.6090e-02 eta: 3 days, 1:17:14 time: 0.3079 data_time: 0.0132 memory: 9395 grad_norm: 2.3100 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1532 loss: 3.1532 2022/08/14 14:16:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 14:16:54 - mmengine - INFO - Epoch(train) [29][2900/3757] lr: 8.6161e-02 eta: 3 days, 1:16:49 time: 0.3082 data_time: 0.0133 memory: 9395 grad_norm: 2.3138 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0382 loss: 3.0382 2022/08/14 14:17:25 - mmengine - INFO - Epoch(train) [29][3000/3757] lr: 8.6231e-02 eta: 3 days, 1:16:21 time: 0.3130 data_time: 0.0150 memory: 9395 grad_norm: 2.2471 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0050 loss: 3.0050 2022/08/14 14:17:56 - mmengine - INFO - Epoch(train) [29][3100/3757] lr: 8.6302e-02 eta: 3 days, 1:15:53 time: 0.3226 data_time: 0.0198 memory: 9395 grad_norm: 2.1594 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1135 loss: 3.1135 2022/08/14 14:18:28 - mmengine - INFO - Epoch(train) [29][3200/3757] lr: 8.6372e-02 eta: 3 days, 1:15:23 time: 0.3085 data_time: 0.0139 memory: 9395 grad_norm: 2.2606 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0229 loss: 3.0229 2022/08/14 14:18:59 - mmengine - INFO - Epoch(train) [29][3300/3757] lr: 8.6443e-02 eta: 3 days, 1:14:53 time: 0.3115 data_time: 0.0149 memory: 9395 grad_norm: 2.2406 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3329 loss: 3.3329 2022/08/14 14:19:30 - mmengine - INFO - Epoch(train) [29][3400/3757] lr: 8.6513e-02 eta: 3 days, 1:14:23 time: 0.3098 data_time: 0.0143 memory: 9395 grad_norm: 2.2309 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1947 loss: 3.1947 2022/08/14 14:20:01 - mmengine - INFO - Epoch(train) [29][3500/3757] lr: 8.6584e-02 eta: 3 days, 1:13:53 time: 0.3088 data_time: 0.0147 memory: 9395 grad_norm: 2.2469 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3216 loss: 3.3216 2022/08/14 14:20:32 - mmengine - INFO - Epoch(train) [29][3600/3757] lr: 8.6654e-02 eta: 3 days, 1:13:24 time: 0.3084 data_time: 0.0140 memory: 9395 grad_norm: 2.2090 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0135 loss: 3.0135 2022/08/14 14:21:03 - mmengine - INFO - Epoch(train) [29][3700/3757] lr: 8.6724e-02 eta: 3 days, 1:12:54 time: 0.3085 data_time: 0.0134 memory: 9395 grad_norm: 2.2572 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 2.7668 loss: 2.7668 2022/08/14 14:21:20 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 14:21:20 - mmengine - INFO - Epoch(train) [29][3757/3757] lr: 8.6765e-02 eta: 3 days, 1:12:42 time: 0.3030 data_time: 0.0137 memory: 9395 grad_norm: 2.3098 top1_acc: 0.2857 top5_acc: 0.4286 loss_cls: 3.1613 loss: 3.1613 2022/08/14 14:21:37 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 14:21:53 - mmengine - INFO - Epoch(train) [30][100/3757] lr: 8.6835e-02 eta: 3 days, 1:11:39 time: 0.3085 data_time: 0.0137 memory: 9395 grad_norm: 2.3043 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9458 loss: 2.9458 2022/08/14 14:22:24 - mmengine - INFO - Epoch(train) [30][200/3757] lr: 8.6906e-02 eta: 3 days, 1:11:08 time: 0.3088 data_time: 0.0143 memory: 9395 grad_norm: 2.3309 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2359 loss: 3.2359 2022/08/14 14:22:55 - mmengine - INFO - Epoch(train) [30][300/3757] lr: 8.6976e-02 eta: 3 days, 1:10:38 time: 0.3096 data_time: 0.0143 memory: 9395 grad_norm: 2.2659 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.3289 loss: 3.3289 2022/08/14 14:23:26 - mmengine - INFO - Epoch(train) [30][400/3757] lr: 8.7046e-02 eta: 3 days, 1:10:08 time: 0.3106 data_time: 0.0141 memory: 9395 grad_norm: 2.2777 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1385 loss: 3.1385 2022/08/14 14:23:57 - mmengine - INFO - Epoch(train) [30][500/3757] lr: 8.7117e-02 eta: 3 days, 1:09:38 time: 0.3131 data_time: 0.0150 memory: 9395 grad_norm: 2.2471 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9860 loss: 2.9860 2022/08/14 14:24:28 - mmengine - INFO - Epoch(train) [30][600/3757] lr: 8.7187e-02 eta: 3 days, 1:09:08 time: 0.3105 data_time: 0.0149 memory: 9395 grad_norm: 2.2641 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0927 loss: 3.0927 2022/08/14 14:24:59 - mmengine - INFO - Epoch(train) [30][700/3757] lr: 8.7258e-02 eta: 3 days, 1:08:38 time: 0.3114 data_time: 0.0153 memory: 9395 grad_norm: 2.3041 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1170 loss: 3.1170 2022/08/14 14:25:30 - mmengine - INFO - Epoch(train) [30][800/3757] lr: 8.7328e-02 eta: 3 days, 1:08:08 time: 0.3101 data_time: 0.0151 memory: 9395 grad_norm: 2.2604 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9184 loss: 2.9184 2022/08/14 14:26:01 - mmengine - INFO - Epoch(train) [30][900/3757] lr: 8.7399e-02 eta: 3 days, 1:07:37 time: 0.3081 data_time: 0.0150 memory: 9395 grad_norm: 2.2684 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8478 loss: 2.8478 2022/08/14 14:26:32 - mmengine - INFO - Epoch(train) [30][1000/3757] lr: 8.7469e-02 eta: 3 days, 1:07:07 time: 0.3086 data_time: 0.0135 memory: 9395 grad_norm: 2.3071 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2251 loss: 3.2251 2022/08/14 14:26:47 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 14:27:03 - mmengine - INFO - Epoch(train) [30][1100/3757] lr: 8.7540e-02 eta: 3 days, 1:06:37 time: 0.3084 data_time: 0.0129 memory: 9395 grad_norm: 2.2998 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.4449 loss: 3.4449 2022/08/14 14:27:34 - mmengine - INFO - Epoch(train) [30][1200/3757] lr: 8.7610e-02 eta: 3 days, 1:06:07 time: 0.3081 data_time: 0.0128 memory: 9395 grad_norm: 2.3280 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2413 loss: 3.2413 2022/08/14 14:28:05 - mmengine - INFO - Epoch(train) [30][1300/3757] lr: 8.7681e-02 eta: 3 days, 1:05:37 time: 0.3096 data_time: 0.0139 memory: 9395 grad_norm: 2.2577 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0262 loss: 3.0262 2022/08/14 14:28:37 - mmengine - INFO - Epoch(train) [30][1400/3757] lr: 8.7751e-02 eta: 3 days, 1:05:07 time: 0.3097 data_time: 0.0144 memory: 9395 grad_norm: 2.3644 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.9096 loss: 2.9096 2022/08/14 14:29:07 - mmengine - INFO - Epoch(train) [30][1500/3757] lr: 8.7821e-02 eta: 3 days, 1:04:37 time: 0.3084 data_time: 0.0132 memory: 9395 grad_norm: 2.2567 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1559 loss: 3.1559 2022/08/14 14:29:38 - mmengine - INFO - Epoch(train) [30][1600/3757] lr: 8.7892e-02 eta: 3 days, 1:04:06 time: 0.3098 data_time: 0.0136 memory: 9395 grad_norm: 2.2156 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3519 loss: 3.3519 2022/08/14 14:30:10 - mmengine - INFO - Epoch(train) [30][1700/3757] lr: 8.7962e-02 eta: 3 days, 1:03:37 time: 0.3093 data_time: 0.0139 memory: 9395 grad_norm: 2.2465 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1190 loss: 3.1190 2022/08/14 14:30:41 - mmengine - INFO - Epoch(train) [30][1800/3757] lr: 8.8033e-02 eta: 3 days, 1:03:07 time: 0.3091 data_time: 0.0132 memory: 9395 grad_norm: 2.2091 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3679 loss: 3.3679 2022/08/14 14:31:12 - mmengine - INFO - Epoch(train) [30][1900/3757] lr: 8.8103e-02 eta: 3 days, 1:02:36 time: 0.3088 data_time: 0.0138 memory: 9395 grad_norm: 2.1841 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0000 loss: 3.0000 2022/08/14 14:31:43 - mmengine - INFO - Epoch(train) [30][2000/3757] lr: 8.8174e-02 eta: 3 days, 1:02:06 time: 0.3074 data_time: 0.0140 memory: 9395 grad_norm: 2.2404 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2908 loss: 3.2908 2022/08/14 14:31:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 14:32:14 - mmengine - INFO - Epoch(train) [30][2100/3757] lr: 8.8244e-02 eta: 3 days, 1:01:35 time: 0.3089 data_time: 0.0133 memory: 9395 grad_norm: 2.1857 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1859 loss: 3.1859 2022/08/14 14:32:45 - mmengine - INFO - Epoch(train) [30][2200/3757] lr: 8.8315e-02 eta: 3 days, 1:01:06 time: 0.3077 data_time: 0.0137 memory: 9395 grad_norm: 2.2799 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4755 loss: 3.4755 2022/08/14 14:33:16 - mmengine - INFO - Epoch(train) [30][2300/3757] lr: 8.8385e-02 eta: 3 days, 1:00:35 time: 0.3088 data_time: 0.0138 memory: 9395 grad_norm: 2.2651 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1692 loss: 3.1692 2022/08/14 14:33:47 - mmengine - INFO - Epoch(train) [30][2400/3757] lr: 8.8456e-02 eta: 3 days, 1:00:06 time: 0.3088 data_time: 0.0137 memory: 9395 grad_norm: 2.2219 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0243 loss: 3.0243 2022/08/14 14:34:18 - mmengine - INFO - Epoch(train) [30][2500/3757] lr: 8.8526e-02 eta: 3 days, 0:59:35 time: 0.3086 data_time: 0.0135 memory: 9395 grad_norm: 2.2136 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1188 loss: 3.1188 2022/08/14 14:34:49 - mmengine - INFO - Epoch(train) [30][2600/3757] lr: 8.8596e-02 eta: 3 days, 0:59:04 time: 0.3087 data_time: 0.0132 memory: 9395 grad_norm: 2.3085 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0990 loss: 3.0990 2022/08/14 14:35:20 - mmengine - INFO - Epoch(train) [30][2700/3757] lr: 8.8667e-02 eta: 3 days, 0:58:34 time: 0.3095 data_time: 0.0140 memory: 9395 grad_norm: 2.2098 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4859 loss: 3.4859 2022/08/14 14:35:51 - mmengine - INFO - Epoch(train) [30][2800/3757] lr: 8.8737e-02 eta: 3 days, 0:58:04 time: 0.3091 data_time: 0.0144 memory: 9395 grad_norm: 2.2632 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9440 loss: 2.9440 2022/08/14 14:36:22 - mmengine - INFO - Epoch(train) [30][2900/3757] lr: 8.8808e-02 eta: 3 days, 0:57:34 time: 0.3098 data_time: 0.0134 memory: 9395 grad_norm: 2.2391 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9506 loss: 2.9506 2022/08/14 14:36:53 - mmengine - INFO - Epoch(train) [30][3000/3757] lr: 8.8878e-02 eta: 3 days, 0:57:03 time: 0.3084 data_time: 0.0136 memory: 9395 grad_norm: 2.1844 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0677 loss: 3.0677 2022/08/14 14:37:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 14:37:24 - mmengine - INFO - Epoch(train) [30][3100/3757] lr: 8.8949e-02 eta: 3 days, 0:56:33 time: 0.3086 data_time: 0.0133 memory: 9395 grad_norm: 2.2182 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9369 loss: 2.9369 2022/08/14 14:37:55 - mmengine - INFO - Epoch(train) [30][3200/3757] lr: 8.9019e-02 eta: 3 days, 0:56:03 time: 0.3090 data_time: 0.0137 memory: 9395 grad_norm: 2.2814 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1846 loss: 3.1846 2022/08/14 14:38:26 - mmengine - INFO - Epoch(train) [30][3300/3757] lr: 8.9090e-02 eta: 3 days, 0:55:32 time: 0.3078 data_time: 0.0136 memory: 9395 grad_norm: 2.1864 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0461 loss: 3.0461 2022/08/14 14:38:57 - mmengine - INFO - Epoch(train) [30][3400/3757] lr: 8.9160e-02 eta: 3 days, 0:55:03 time: 0.3102 data_time: 0.0144 memory: 9395 grad_norm: 2.2549 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8197 loss: 2.8197 2022/08/14 14:39:28 - mmengine - INFO - Epoch(train) [30][3500/3757] lr: 8.9231e-02 eta: 3 days, 0:54:33 time: 0.3094 data_time: 0.0139 memory: 9395 grad_norm: 2.2953 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1560 loss: 3.1560 2022/08/14 14:39:59 - mmengine - INFO - Epoch(train) [30][3600/3757] lr: 8.9301e-02 eta: 3 days, 0:54:02 time: 0.3109 data_time: 0.0143 memory: 9395 grad_norm: 2.1546 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3721 loss: 3.3721 2022/08/14 14:40:30 - mmengine - INFO - Epoch(train) [30][3700/3757] lr: 8.9372e-02 eta: 3 days, 0:53:32 time: 0.3107 data_time: 0.0152 memory: 9395 grad_norm: 2.1868 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0011 loss: 3.0011 2022/08/14 14:40:47 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 14:40:47 - mmengine - INFO - Epoch(train) [30][3757/3757] lr: 8.9412e-02 eta: 3 days, 0:53:20 time: 0.3064 data_time: 0.0143 memory: 9395 grad_norm: 2.3153 top1_acc: 0.4286 top5_acc: 0.5714 loss_cls: 3.1732 loss: 3.1732 2022/08/14 14:41:05 - mmengine - INFO - Epoch(val) [30][100/310] eta: 0:00:37 time: 0.1806 data_time: 0.0874 memory: 1523 2022/08/14 14:41:22 - mmengine - INFO - Epoch(val) [30][200/310] eta: 0:00:16 time: 0.1491 data_time: 0.0571 memory: 1523 2022/08/14 14:41:39 - mmengine - INFO - Epoch(val) [30][300/310] eta: 0:00:01 time: 0.1777 data_time: 0.0708 memory: 1523 2022/08/14 14:41:44 - mmengine - INFO - Epoch(val) [30][310/310] acc/top1: 0.3458 acc/top5: 0.6249 acc/mean1: 0.3456 2022/08/14 14:42:16 - mmengine - INFO - Epoch(train) [31][100/3757] lr: 8.9482e-02 eta: 3 days, 0:52:16 time: 0.3081 data_time: 0.0140 memory: 9395 grad_norm: 2.2562 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3541 loss: 3.3541 2022/08/14 14:42:48 - mmengine - INFO - Epoch(train) [31][200/3757] lr: 8.9553e-02 eta: 3 days, 0:51:47 time: 0.3100 data_time: 0.0146 memory: 9395 grad_norm: 2.2320 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8645 loss: 2.8645 2022/08/14 14:43:15 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 14:43:19 - mmengine - INFO - Epoch(train) [31][300/3757] lr: 8.9623e-02 eta: 3 days, 0:51:17 time: 0.3107 data_time: 0.0144 memory: 9395 grad_norm: 2.3339 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9685 loss: 2.9685 2022/08/14 14:43:50 - mmengine - INFO - Epoch(train) [31][400/3757] lr: 8.9694e-02 eta: 3 days, 0:50:47 time: 0.3108 data_time: 0.0149 memory: 9395 grad_norm: 2.2577 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 3.0371 loss: 3.0371 2022/08/14 14:44:21 - mmengine - INFO - Epoch(train) [31][500/3757] lr: 8.9764e-02 eta: 3 days, 0:50:18 time: 0.3086 data_time: 0.0131 memory: 9395 grad_norm: 2.2819 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0814 loss: 3.0814 2022/08/14 14:44:52 - mmengine - INFO - Epoch(train) [31][600/3757] lr: 8.9834e-02 eta: 3 days, 0:49:48 time: 0.3085 data_time: 0.0137 memory: 9395 grad_norm: 2.2121 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9281 loss: 2.9281 2022/08/14 14:45:23 - mmengine - INFO - Epoch(train) [31][700/3757] lr: 8.9905e-02 eta: 3 days, 0:49:17 time: 0.3094 data_time: 0.0137 memory: 9395 grad_norm: 2.2929 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.5218 loss: 3.5218 2022/08/14 14:45:54 - mmengine - INFO - Epoch(train) [31][800/3757] lr: 8.9975e-02 eta: 3 days, 0:48:46 time: 0.3080 data_time: 0.0137 memory: 9395 grad_norm: 2.2103 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9302 loss: 2.9302 2022/08/14 14:46:25 - mmengine - INFO - Epoch(train) [31][900/3757] lr: 9.0046e-02 eta: 3 days, 0:48:16 time: 0.3084 data_time: 0.0128 memory: 9395 grad_norm: 2.2604 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2311 loss: 3.2311 2022/08/14 14:46:56 - mmengine - INFO - Epoch(train) [31][1000/3757] lr: 9.0116e-02 eta: 3 days, 0:47:45 time: 0.3088 data_time: 0.0145 memory: 9395 grad_norm: 2.2326 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.0457 loss: 3.0457 2022/08/14 14:47:27 - mmengine - INFO - Epoch(train) [31][1100/3757] lr: 9.0187e-02 eta: 3 days, 0:47:15 time: 0.3106 data_time: 0.0150 memory: 9395 grad_norm: 2.2744 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.8818 loss: 2.8818 2022/08/14 14:47:58 - mmengine - INFO - Epoch(train) [31][1200/3757] lr: 9.0257e-02 eta: 3 days, 0:46:44 time: 0.3088 data_time: 0.0139 memory: 9395 grad_norm: 2.2304 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3419 loss: 3.3419 2022/08/14 14:48:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 14:48:28 - mmengine - INFO - Epoch(train) [31][1300/3757] lr: 9.0328e-02 eta: 3 days, 0:46:13 time: 0.3077 data_time: 0.0141 memory: 9395 grad_norm: 2.1967 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2237 loss: 3.2237 2022/08/14 14:48:59 - mmengine - INFO - Epoch(train) [31][1400/3757] lr: 9.0398e-02 eta: 3 days, 0:45:43 time: 0.3132 data_time: 0.0132 memory: 9395 grad_norm: 2.2396 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2262 loss: 3.2262 2022/08/14 14:49:31 - mmengine - INFO - Epoch(train) [31][1500/3757] lr: 9.0469e-02 eta: 3 days, 0:45:13 time: 0.3092 data_time: 0.0138 memory: 9395 grad_norm: 2.2374 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.1614 loss: 3.1614 2022/08/14 14:50:01 - mmengine - INFO - Epoch(train) [31][1600/3757] lr: 9.0539e-02 eta: 3 days, 0:44:43 time: 0.3106 data_time: 0.0151 memory: 9395 grad_norm: 2.2041 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.2190 loss: 3.2190 2022/08/14 14:50:32 - mmengine - INFO - Epoch(train) [31][1700/3757] lr: 9.0609e-02 eta: 3 days, 0:44:12 time: 0.3102 data_time: 0.0140 memory: 9395 grad_norm: 2.2573 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2506 loss: 3.2506 2022/08/14 14:51:04 - mmengine - INFO - Epoch(train) [31][1800/3757] lr: 9.0680e-02 eta: 3 days, 0:43:42 time: 0.3094 data_time: 0.0140 memory: 9395 grad_norm: 2.2129 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9244 loss: 2.9244 2022/08/14 14:51:35 - mmengine - INFO - Epoch(train) [31][1900/3757] lr: 9.0750e-02 eta: 3 days, 0:43:12 time: 0.3091 data_time: 0.0138 memory: 9395 grad_norm: 2.2106 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9597 loss: 2.9597 2022/08/14 14:52:06 - mmengine - INFO - Epoch(train) [31][2000/3757] lr: 9.0821e-02 eta: 3 days, 0:42:43 time: 0.3078 data_time: 0.0136 memory: 9395 grad_norm: 2.1764 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.4574 loss: 3.4574 2022/08/14 14:52:37 - mmengine - INFO - Epoch(train) [31][2100/3757] lr: 9.0891e-02 eta: 3 days, 0:42:13 time: 0.3146 data_time: 0.0134 memory: 9395 grad_norm: 2.2236 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3072 loss: 3.3072 2022/08/14 14:53:08 - mmengine - INFO - Epoch(train) [31][2200/3757] lr: 9.0962e-02 eta: 3 days, 0:41:44 time: 0.3083 data_time: 0.0134 memory: 9395 grad_norm: 2.2152 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0288 loss: 3.0288 2022/08/14 14:53:36 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 14:53:39 - mmengine - INFO - Epoch(train) [31][2300/3757] lr: 9.1032e-02 eta: 3 days, 0:41:15 time: 0.3114 data_time: 0.0135 memory: 9395 grad_norm: 2.2372 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2082 loss: 3.2082 2022/08/14 14:54:10 - mmengine - INFO - Epoch(train) [31][2400/3757] lr: 9.1103e-02 eta: 3 days, 0:40:44 time: 0.3080 data_time: 0.0146 memory: 9395 grad_norm: 2.2530 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.1325 loss: 3.1325 2022/08/14 14:54:41 - mmengine - INFO - Epoch(train) [31][2500/3757] lr: 9.1173e-02 eta: 3 days, 0:40:15 time: 0.3120 data_time: 0.0135 memory: 9395 grad_norm: 2.2476 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1738 loss: 3.1738 2022/08/14 14:55:15 - mmengine - INFO - Epoch(train) [31][2600/3757] lr: 9.1244e-02 eta: 3 days, 0:40:08 time: 0.3089 data_time: 0.0132 memory: 9395 grad_norm: 2.1753 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0747 loss: 3.0747 2022/08/14 14:55:47 - mmengine - INFO - Epoch(train) [31][2700/3757] lr: 9.1314e-02 eta: 3 days, 0:39:39 time: 0.3100 data_time: 0.0141 memory: 9395 grad_norm: 2.2417 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.2165 loss: 3.2165 2022/08/14 14:56:18 - mmengine - INFO - Epoch(train) [31][2800/3757] lr: 9.1384e-02 eta: 3 days, 0:39:09 time: 0.3108 data_time: 0.0140 memory: 9395 grad_norm: 2.2782 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3463 loss: 3.3463 2022/08/14 14:56:49 - mmengine - INFO - Epoch(train) [31][2900/3757] lr: 9.1455e-02 eta: 3 days, 0:38:39 time: 0.3102 data_time: 0.0133 memory: 9395 grad_norm: 2.1843 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.0712 loss: 3.0712 2022/08/14 14:57:20 - mmengine - INFO - Epoch(train) [31][3000/3757] lr: 9.1525e-02 eta: 3 days, 0:38:08 time: 0.3099 data_time: 0.0141 memory: 9395 grad_norm: 2.2244 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0382 loss: 3.0382 2022/08/14 14:57:51 - mmengine - INFO - Epoch(train) [31][3100/3757] lr: 9.1596e-02 eta: 3 days, 0:37:38 time: 0.3088 data_time: 0.0142 memory: 9395 grad_norm: 2.2121 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3508 loss: 3.3508 2022/08/14 14:58:22 - mmengine - INFO - Epoch(train) [31][3200/3757] lr: 9.1666e-02 eta: 3 days, 0:37:08 time: 0.3127 data_time: 0.0138 memory: 9395 grad_norm: 2.1461 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0595 loss: 3.0595 2022/08/14 14:58:50 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 14:58:53 - mmengine - INFO - Epoch(train) [31][3300/3757] lr: 9.1737e-02 eta: 3 days, 0:36:39 time: 0.3120 data_time: 0.0142 memory: 9395 grad_norm: 2.2414 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0371 loss: 3.0371 2022/08/14 14:59:24 - mmengine - INFO - Epoch(train) [31][3400/3757] lr: 9.1807e-02 eta: 3 days, 0:36:08 time: 0.3096 data_time: 0.0137 memory: 9395 grad_norm: 2.2402 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4087 loss: 3.4087 2022/08/14 14:59:55 - mmengine - INFO - Epoch(train) [31][3500/3757] lr: 9.1878e-02 eta: 3 days, 0:35:37 time: 0.3094 data_time: 0.0137 memory: 9395 grad_norm: 2.2428 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0233 loss: 3.0233 2022/08/14 15:00:26 - mmengine - INFO - Epoch(train) [31][3600/3757] lr: 9.1948e-02 eta: 3 days, 0:35:07 time: 0.3090 data_time: 0.0135 memory: 9395 grad_norm: 2.2214 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.3154 loss: 3.3154 2022/08/14 15:00:57 - mmengine - INFO - Epoch(train) [31][3700/3757] lr: 9.2019e-02 eta: 3 days, 0:34:39 time: 0.3092 data_time: 0.0138 memory: 9395 grad_norm: 2.2372 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0482 loss: 3.0482 2022/08/14 15:01:15 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 15:01:15 - mmengine - INFO - Epoch(train) [31][3757/3757] lr: 9.2059e-02 eta: 3 days, 0:34:26 time: 0.3036 data_time: 0.0134 memory: 9395 grad_norm: 2.2795 top1_acc: 0.0000 top5_acc: 0.4286 loss_cls: 3.1255 loss: 3.1255 2022/08/14 15:01:47 - mmengine - INFO - Epoch(train) [32][100/3757] lr: 9.2129e-02 eta: 3 days, 0:33:24 time: 0.3107 data_time: 0.0153 memory: 9395 grad_norm: 2.2013 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2387 loss: 3.2387 2022/08/14 15:02:18 - mmengine - INFO - Epoch(train) [32][200/3757] lr: 9.2200e-02 eta: 3 days, 0:32:54 time: 0.3090 data_time: 0.0138 memory: 9395 grad_norm: 2.3151 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2370 loss: 3.2370 2022/08/14 15:02:49 - mmengine - INFO - Epoch(train) [32][300/3757] lr: 9.2270e-02 eta: 3 days, 0:32:23 time: 0.3110 data_time: 0.0151 memory: 9395 grad_norm: 2.2960 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.0586 loss: 3.0586 2022/08/14 15:03:20 - mmengine - INFO - Epoch(train) [32][400/3757] lr: 9.2341e-02 eta: 3 days, 0:31:53 time: 0.3088 data_time: 0.0138 memory: 9395 grad_norm: 2.2290 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.5327 loss: 3.5327 2022/08/14 15:03:51 - mmengine - INFO - Epoch(train) [32][500/3757] lr: 9.2411e-02 eta: 3 days, 0:31:23 time: 0.3094 data_time: 0.0151 memory: 9395 grad_norm: 2.2438 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1196 loss: 3.1196 2022/08/14 15:04:01 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 15:04:22 - mmengine - INFO - Epoch(train) [32][600/3757] lr: 9.2482e-02 eta: 3 days, 0:30:53 time: 0.3082 data_time: 0.0133 memory: 9395 grad_norm: 2.2400 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.1132 loss: 3.1132 2022/08/14 15:04:53 - mmengine - INFO - Epoch(train) [32][700/3757] lr: 9.2552e-02 eta: 3 days, 0:30:23 time: 0.3091 data_time: 0.0129 memory: 9395 grad_norm: 2.3099 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1183 loss: 3.1183 2022/08/14 15:05:24 - mmengine - INFO - Epoch(train) [32][800/3757] lr: 9.2622e-02 eta: 3 days, 0:29:52 time: 0.3096 data_time: 0.0149 memory: 9395 grad_norm: 2.2052 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9630 loss: 2.9630 2022/08/14 15:05:55 - mmengine - INFO - Epoch(train) [32][900/3757] lr: 9.2693e-02 eta: 3 days, 0:29:23 time: 0.3174 data_time: 0.0148 memory: 9395 grad_norm: 2.2578 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4431 loss: 3.4431 2022/08/14 15:06:27 - mmengine - INFO - Epoch(train) [32][1000/3757] lr: 9.2763e-02 eta: 3 days, 0:28:54 time: 0.3097 data_time: 0.0158 memory: 9395 grad_norm: 2.2570 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.1324 loss: 3.1324 2022/08/14 15:06:58 - mmengine - INFO - Epoch(train) [32][1100/3757] lr: 9.2834e-02 eta: 3 days, 0:28:24 time: 0.3097 data_time: 0.0131 memory: 9395 grad_norm: 2.2385 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2155 loss: 3.2155 2022/08/14 15:07:29 - mmengine - INFO - Epoch(train) [32][1200/3757] lr: 9.2904e-02 eta: 3 days, 0:27:53 time: 0.3084 data_time: 0.0139 memory: 9395 grad_norm: 2.2820 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1786 loss: 3.1786 2022/08/14 15:08:00 - mmengine - INFO - Epoch(train) [32][1300/3757] lr: 9.2975e-02 eta: 3 days, 0:27:23 time: 0.3124 data_time: 0.0141 memory: 9395 grad_norm: 2.1524 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0142 loss: 3.0142 2022/08/14 15:08:31 - mmengine - INFO - Epoch(train) [32][1400/3757] lr: 9.3045e-02 eta: 3 days, 0:26:53 time: 0.3108 data_time: 0.0141 memory: 9395 grad_norm: 2.1988 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2883 loss: 3.2883 2022/08/14 15:09:02 - mmengine - INFO - Epoch(train) [32][1500/3757] lr: 9.3116e-02 eta: 3 days, 0:26:23 time: 0.3089 data_time: 0.0138 memory: 9395 grad_norm: 2.2023 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1987 loss: 3.1987 2022/08/14 15:09:12 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 15:09:33 - mmengine - INFO - Epoch(train) [32][1600/3757] lr: 9.3186e-02 eta: 3 days, 0:25:52 time: 0.3086 data_time: 0.0134 memory: 9395 grad_norm: 2.1470 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.4132 loss: 3.4132 2022/08/14 15:10:04 - mmengine - INFO - Epoch(train) [32][1700/3757] lr: 9.3257e-02 eta: 3 days, 0:25:22 time: 0.3090 data_time: 0.0132 memory: 9395 grad_norm: 2.2796 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 3.0270 loss: 3.0270 2022/08/14 15:10:35 - mmengine - INFO - Epoch(train) [32][1800/3757] lr: 9.3327e-02 eta: 3 days, 0:24:52 time: 0.3084 data_time: 0.0139 memory: 9395 grad_norm: 2.2402 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0788 loss: 3.0788 2022/08/14 15:11:06 - mmengine - INFO - Epoch(train) [32][1900/3757] lr: 9.3397e-02 eta: 3 days, 0:24:22 time: 0.3086 data_time: 0.0139 memory: 9395 grad_norm: 2.1845 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4173 loss: 3.4173 2022/08/14 15:11:37 - mmengine - INFO - Epoch(train) [32][2000/3757] lr: 9.3468e-02 eta: 3 days, 0:23:52 time: 0.3095 data_time: 0.0144 memory: 9395 grad_norm: 2.2198 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4579 loss: 3.4579 2022/08/14 15:12:08 - mmengine - INFO - Epoch(train) [32][2100/3757] lr: 9.3538e-02 eta: 3 days, 0:23:21 time: 0.3093 data_time: 0.0133 memory: 9395 grad_norm: 2.2123 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.3635 loss: 3.3635 2022/08/14 15:12:39 - mmengine - INFO - Epoch(train) [32][2200/3757] lr: 9.3609e-02 eta: 3 days, 0:22:51 time: 0.3103 data_time: 0.0143 memory: 9395 grad_norm: 2.2160 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 3.1684 loss: 3.1684 2022/08/14 15:13:10 - mmengine - INFO - Epoch(train) [32][2300/3757] lr: 9.3679e-02 eta: 3 days, 0:22:21 time: 0.3098 data_time: 0.0132 memory: 9395 grad_norm: 2.2133 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.4047 loss: 3.4047 2022/08/14 15:13:41 - mmengine - INFO - Epoch(train) [32][2400/3757] lr: 9.3750e-02 eta: 3 days, 0:21:51 time: 0.3110 data_time: 0.0153 memory: 9395 grad_norm: 2.1744 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9876 loss: 2.9876 2022/08/14 15:14:12 - mmengine - INFO - Epoch(train) [32][2500/3757] lr: 9.3820e-02 eta: 3 days, 0:21:21 time: 0.3094 data_time: 0.0144 memory: 9395 grad_norm: 2.2278 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5624 loss: 3.5624 2022/08/14 15:14:22 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 15:14:43 - mmengine - INFO - Epoch(train) [32][2600/3757] lr: 9.3891e-02 eta: 3 days, 0:20:50 time: 0.3089 data_time: 0.0134 memory: 9395 grad_norm: 2.2289 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3243 loss: 3.3243 2022/08/14 15:15:14 - mmengine - INFO - Epoch(train) [32][2700/3757] lr: 9.3961e-02 eta: 3 days, 0:20:20 time: 0.3098 data_time: 0.0136 memory: 9395 grad_norm: 2.1846 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.0433 loss: 3.0433 2022/08/14 15:15:45 - mmengine - INFO - Epoch(train) [32][2800/3757] lr: 9.4032e-02 eta: 3 days, 0:19:49 time: 0.3090 data_time: 0.0133 memory: 9395 grad_norm: 2.2188 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2139 loss: 3.2139 2022/08/14 15:16:16 - mmengine - INFO - Epoch(train) [32][2900/3757] lr: 9.4102e-02 eta: 3 days, 0:19:20 time: 0.3095 data_time: 0.0138 memory: 9395 grad_norm: 2.1569 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0271 loss: 3.0271 2022/08/14 15:16:47 - mmengine - INFO - Epoch(train) [32][3000/3757] lr: 9.4172e-02 eta: 3 days, 0:18:50 time: 0.3097 data_time: 0.0143 memory: 9395 grad_norm: 2.2252 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4123 loss: 3.4123 2022/08/14 15:17:18 - mmengine - INFO - Epoch(train) [32][3100/3757] lr: 9.4243e-02 eta: 3 days, 0:18:21 time: 0.3120 data_time: 0.0144 memory: 9395 grad_norm: 2.2525 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2110 loss: 3.2110 2022/08/14 15:17:49 - mmengine - INFO - Epoch(train) [32][3200/3757] lr: 9.4313e-02 eta: 3 days, 0:17:51 time: 0.3092 data_time: 0.0136 memory: 9395 grad_norm: 2.1550 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0548 loss: 3.0548 2022/08/14 15:18:20 - mmengine - INFO - Epoch(train) [32][3300/3757] lr: 9.4384e-02 eta: 3 days, 0:17:21 time: 0.3097 data_time: 0.0145 memory: 9395 grad_norm: 2.1918 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3244 loss: 3.3244 2022/08/14 15:18:52 - mmengine - INFO - Epoch(train) [32][3400/3757] lr: 9.4454e-02 eta: 3 days, 0:16:51 time: 0.3096 data_time: 0.0140 memory: 9395 grad_norm: 2.1944 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8636 loss: 2.8636 2022/08/14 15:19:23 - mmengine - INFO - Epoch(train) [32][3500/3757] lr: 9.4525e-02 eta: 3 days, 0:16:21 time: 0.3105 data_time: 0.0142 memory: 9395 grad_norm: 2.2013 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4438 loss: 3.4438 2022/08/14 15:19:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 15:19:54 - mmengine - INFO - Epoch(train) [32][3600/3757] lr: 9.4595e-02 eta: 3 days, 0:15:51 time: 0.3092 data_time: 0.0135 memory: 9395 grad_norm: 2.2297 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0575 loss: 3.0575 2022/08/14 15:20:25 - mmengine - INFO - Epoch(train) [32][3700/3757] lr: 9.4666e-02 eta: 3 days, 0:15:21 time: 0.3094 data_time: 0.0141 memory: 9395 grad_norm: 2.2337 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1595 loss: 3.1595 2022/08/14 15:20:42 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 15:20:42 - mmengine - INFO - Epoch(train) [32][3757/3757] lr: 9.4706e-02 eta: 3 days, 0:15:09 time: 0.3043 data_time: 0.0145 memory: 9395 grad_norm: 2.2412 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 3.1950 loss: 3.1950 2022/08/14 15:20:42 - mmengine - INFO - Saving checkpoint at 32 epochs 2022/08/14 15:21:17 - mmengine - INFO - Epoch(train) [33][100/3757] lr: 9.4776e-02 eta: 3 days, 0:14:03 time: 0.3119 data_time: 0.0165 memory: 9395 grad_norm: 2.2086 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1066 loss: 3.1066 2022/08/14 15:21:48 - mmengine - INFO - Epoch(train) [33][200/3757] lr: 9.4847e-02 eta: 3 days, 0:13:32 time: 0.3081 data_time: 0.0131 memory: 9395 grad_norm: 2.1424 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3006 loss: 3.3006 2022/08/14 15:22:19 - mmengine - INFO - Epoch(train) [33][300/3757] lr: 9.4917e-02 eta: 3 days, 0:13:02 time: 0.3107 data_time: 0.0145 memory: 9395 grad_norm: 2.2283 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3237 loss: 3.3237 2022/08/14 15:22:50 - mmengine - INFO - Epoch(train) [33][400/3757] lr: 9.4988e-02 eta: 3 days, 0:12:32 time: 0.3093 data_time: 0.0130 memory: 9395 grad_norm: 2.2712 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3016 loss: 3.3016 2022/08/14 15:23:21 - mmengine - INFO - Epoch(train) [33][500/3757] lr: 9.5058e-02 eta: 3 days, 0:12:01 time: 0.3120 data_time: 0.0147 memory: 9395 grad_norm: 2.2192 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2546 loss: 3.2546 2022/08/14 15:23:52 - mmengine - INFO - Epoch(train) [33][600/3757] lr: 9.5129e-02 eta: 3 days, 0:11:31 time: 0.3081 data_time: 0.0137 memory: 9395 grad_norm: 2.1572 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3647 loss: 3.3647 2022/08/14 15:24:23 - mmengine - INFO - Epoch(train) [33][700/3757] lr: 9.5199e-02 eta: 3 days, 0:11:01 time: 0.3125 data_time: 0.0149 memory: 9395 grad_norm: 2.2366 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3254 loss: 3.3254 2022/08/14 15:24:47 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 15:24:54 - mmengine - INFO - Epoch(train) [33][800/3757] lr: 9.5269e-02 eta: 3 days, 0:10:31 time: 0.3080 data_time: 0.0129 memory: 9395 grad_norm: 2.3090 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1493 loss: 3.1493 2022/08/14 15:25:25 - mmengine - INFO - Epoch(train) [33][900/3757] lr: 9.5340e-02 eta: 3 days, 0:10:00 time: 0.3081 data_time: 0.0134 memory: 9395 grad_norm: 2.1942 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9220 loss: 2.9220 2022/08/14 15:25:56 - mmengine - INFO - Epoch(train) [33][1000/3757] lr: 9.5410e-02 eta: 3 days, 0:09:30 time: 0.3085 data_time: 0.0129 memory: 9395 grad_norm: 2.2082 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2074 loss: 3.2074 2022/08/14 15:26:27 - mmengine - INFO - Epoch(train) [33][1100/3757] lr: 9.5481e-02 eta: 3 days, 0:09:00 time: 0.3076 data_time: 0.0133 memory: 9395 grad_norm: 2.2689 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1997 loss: 3.1997 2022/08/14 15:26:58 - mmengine - INFO - Epoch(train) [33][1200/3757] lr: 9.5551e-02 eta: 3 days, 0:08:30 time: 0.3089 data_time: 0.0137 memory: 9395 grad_norm: 2.1972 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1327 loss: 3.1327 2022/08/14 15:27:29 - mmengine - INFO - Epoch(train) [33][1300/3757] lr: 9.5622e-02 eta: 3 days, 0:07:59 time: 0.3099 data_time: 0.0132 memory: 9395 grad_norm: 2.1651 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5220 loss: 3.5220 2022/08/14 15:28:00 - mmengine - INFO - Epoch(train) [33][1400/3757] lr: 9.5692e-02 eta: 3 days, 0:07:30 time: 0.3090 data_time: 0.0135 memory: 9395 grad_norm: 2.2069 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2880 loss: 3.2880 2022/08/14 15:28:31 - mmengine - INFO - Epoch(train) [33][1500/3757] lr: 9.5763e-02 eta: 3 days, 0:07:00 time: 0.3108 data_time: 0.0142 memory: 9395 grad_norm: 2.2055 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9745 loss: 2.9745 2022/08/14 15:29:02 - mmengine - INFO - Epoch(train) [33][1600/3757] lr: 9.5833e-02 eta: 3 days, 0:06:29 time: 0.3091 data_time: 0.0138 memory: 9395 grad_norm: 2.1250 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2230 loss: 3.2230 2022/08/14 15:29:33 - mmengine - INFO - Epoch(train) [33][1700/3757] lr: 9.5904e-02 eta: 3 days, 0:05:59 time: 0.3119 data_time: 0.0146 memory: 9395 grad_norm: 2.2166 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1616 loss: 3.1616 2022/08/14 15:29:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 15:30:04 - mmengine - INFO - Epoch(train) [33][1800/3757] lr: 9.5974e-02 eta: 3 days, 0:05:29 time: 0.3090 data_time: 0.0132 memory: 9395 grad_norm: 2.2214 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1053 loss: 3.1053 2022/08/14 15:30:35 - mmengine - INFO - Epoch(train) [33][1900/3757] lr: 9.6045e-02 eta: 3 days, 0:04:59 time: 0.3078 data_time: 0.0133 memory: 9395 grad_norm: 2.1800 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.0589 loss: 3.0589 2022/08/14 15:31:06 - mmengine - INFO - Epoch(train) [33][2000/3757] lr: 9.6115e-02 eta: 3 days, 0:04:28 time: 0.3081 data_time: 0.0133 memory: 9395 grad_norm: 2.2764 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1747 loss: 3.1747 2022/08/14 15:31:37 - mmengine - INFO - Epoch(train) [33][2100/3757] lr: 9.6185e-02 eta: 3 days, 0:03:58 time: 0.3073 data_time: 0.0132 memory: 9395 grad_norm: 2.2338 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2047 loss: 3.2047 2022/08/14 15:32:08 - mmengine - INFO - Epoch(train) [33][2200/3757] lr: 9.6256e-02 eta: 3 days, 0:03:29 time: 0.3098 data_time: 0.0137 memory: 9395 grad_norm: 2.2417 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0628 loss: 3.0628 2022/08/14 15:32:40 - mmengine - INFO - Epoch(train) [33][2300/3757] lr: 9.6326e-02 eta: 3 days, 0:03:00 time: 0.3124 data_time: 0.0156 memory: 9395 grad_norm: 2.2442 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0607 loss: 3.0607 2022/08/14 15:33:11 - mmengine - INFO - Epoch(train) [33][2400/3757] lr: 9.6397e-02 eta: 3 days, 0:02:29 time: 0.3099 data_time: 0.0139 memory: 9395 grad_norm: 2.1877 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2900 loss: 3.2900 2022/08/14 15:33:42 - mmengine - INFO - Epoch(train) [33][2500/3757] lr: 9.6467e-02 eta: 3 days, 0:01:59 time: 0.3096 data_time: 0.0142 memory: 9395 grad_norm: 2.2425 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3307 loss: 3.3307 2022/08/14 15:34:13 - mmengine - INFO - Epoch(train) [33][2600/3757] lr: 9.6538e-02 eta: 3 days, 0:01:29 time: 0.3098 data_time: 0.0139 memory: 9395 grad_norm: 2.1835 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0965 loss: 3.0965 2022/08/14 15:34:44 - mmengine - INFO - Epoch(train) [33][2700/3757] lr: 9.6608e-02 eta: 3 days, 0:00:59 time: 0.3105 data_time: 0.0159 memory: 9395 grad_norm: 2.1775 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2136 loss: 3.2136 2022/08/14 15:35:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 15:35:15 - mmengine - INFO - Epoch(train) [33][2800/3757] lr: 9.6679e-02 eta: 3 days, 0:00:29 time: 0.3098 data_time: 0.0140 memory: 9395 grad_norm: 2.1080 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9620 loss: 2.9620 2022/08/14 15:35:46 - mmengine - INFO - Epoch(train) [33][2900/3757] lr: 9.6749e-02 eta: 2 days, 23:59:58 time: 0.3105 data_time: 0.0136 memory: 9395 grad_norm: 2.1952 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.3256 loss: 3.3256 2022/08/14 15:36:17 - mmengine - INFO - Epoch(train) [33][3000/3757] lr: 9.6820e-02 eta: 2 days, 23:59:28 time: 0.3077 data_time: 0.0136 memory: 9395 grad_norm: 2.2152 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1021 loss: 3.1021 2022/08/14 15:36:48 - mmengine - INFO - Epoch(train) [33][3100/3757] lr: 9.6890e-02 eta: 2 days, 23:58:58 time: 0.3092 data_time: 0.0132 memory: 9395 grad_norm: 2.1840 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1897 loss: 3.1897 2022/08/14 15:37:19 - mmengine - INFO - Epoch(train) [33][3200/3757] lr: 9.6960e-02 eta: 2 days, 23:58:28 time: 0.3099 data_time: 0.0138 memory: 9395 grad_norm: 2.1926 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3369 loss: 3.3369 2022/08/14 15:37:50 - mmengine - INFO - Epoch(train) [33][3300/3757] lr: 9.7031e-02 eta: 2 days, 23:57:58 time: 0.3093 data_time: 0.0140 memory: 9395 grad_norm: 2.2074 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1457 loss: 3.1457 2022/08/14 15:38:21 - mmengine - INFO - Epoch(train) [33][3400/3757] lr: 9.7101e-02 eta: 2 days, 23:57:28 time: 0.3099 data_time: 0.0144 memory: 9395 grad_norm: 2.2214 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.4171 loss: 3.4171 2022/08/14 15:38:52 - mmengine - INFO - Epoch(train) [33][3500/3757] lr: 9.7172e-02 eta: 2 days, 23:56:58 time: 0.3125 data_time: 0.0150 memory: 9395 grad_norm: 2.2366 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5040 loss: 3.5040 2022/08/14 15:39:23 - mmengine - INFO - Epoch(train) [33][3600/3757] lr: 9.7242e-02 eta: 2 days, 23:56:28 time: 0.3105 data_time: 0.0137 memory: 9395 grad_norm: 2.1999 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2125 loss: 3.2125 2022/08/14 15:39:54 - mmengine - INFO - Epoch(train) [33][3700/3757] lr: 9.7313e-02 eta: 2 days, 23:55:57 time: 0.3087 data_time: 0.0145 memory: 9395 grad_norm: 2.1836 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0485 loss: 3.0485 2022/08/14 15:40:12 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 15:40:12 - mmengine - INFO - Epoch(train) [33][3757/3757] lr: 9.7353e-02 eta: 2 days, 23:55:45 time: 0.3057 data_time: 0.0136 memory: 9395 grad_norm: 2.1535 top1_acc: 0.4286 top5_acc: 0.8571 loss_cls: 3.2024 loss: 3.2024 2022/08/14 15:40:19 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 15:40:44 - mmengine - INFO - Epoch(train) [34][100/3757] lr: 9.7423e-02 eta: 2 days, 23:54:44 time: 0.3096 data_time: 0.0133 memory: 9395 grad_norm: 2.1913 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.4915 loss: 3.4915 2022/08/14 15:41:15 - mmengine - INFO - Epoch(train) [34][200/3757] lr: 9.7494e-02 eta: 2 days, 23:54:14 time: 0.3103 data_time: 0.0141 memory: 9395 grad_norm: 2.2279 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1012 loss: 3.1012 2022/08/14 15:41:46 - mmengine - INFO - Epoch(train) [34][300/3757] lr: 9.7564e-02 eta: 2 days, 23:53:43 time: 0.3076 data_time: 0.0137 memory: 9395 grad_norm: 2.1700 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1517 loss: 3.1517 2022/08/14 15:42:17 - mmengine - INFO - Epoch(train) [34][400/3757] lr: 9.7635e-02 eta: 2 days, 23:53:13 time: 0.3101 data_time: 0.0157 memory: 9395 grad_norm: 2.1387 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.3332 loss: 3.3332 2022/08/14 15:42:48 - mmengine - INFO - Epoch(train) [34][500/3757] lr: 9.7705e-02 eta: 2 days, 23:52:43 time: 0.3107 data_time: 0.0146 memory: 9395 grad_norm: 2.1538 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2861 loss: 3.2861 2022/08/14 15:43:19 - mmengine - INFO - Epoch(train) [34][600/3757] lr: 9.7776e-02 eta: 2 days, 23:52:12 time: 0.3092 data_time: 0.0138 memory: 9395 grad_norm: 2.1913 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9131 loss: 2.9131 2022/08/14 15:43:50 - mmengine - INFO - Epoch(train) [34][700/3757] lr: 9.7846e-02 eta: 2 days, 23:51:42 time: 0.3109 data_time: 0.0135 memory: 9395 grad_norm: 2.2101 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9708 loss: 2.9708 2022/08/14 15:44:22 - mmengine - INFO - Epoch(train) [34][800/3757] lr: 9.7917e-02 eta: 2 days, 23:51:12 time: 0.3130 data_time: 0.0142 memory: 9395 grad_norm: 2.1642 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4134 loss: 3.4134 2022/08/14 15:44:53 - mmengine - INFO - Epoch(train) [34][900/3757] lr: 9.7987e-02 eta: 2 days, 23:50:42 time: 0.3092 data_time: 0.0138 memory: 9395 grad_norm: 2.2494 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.1591 loss: 3.1591 2022/08/14 15:45:24 - mmengine - INFO - Epoch(train) [34][1000/3757] lr: 9.8057e-02 eta: 2 days, 23:50:12 time: 0.3095 data_time: 0.0145 memory: 9395 grad_norm: 2.2050 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1811 loss: 3.1811 2022/08/14 15:45:30 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 15:45:55 - mmengine - INFO - Epoch(train) [34][1100/3757] lr: 9.8128e-02 eta: 2 days, 23:49:43 time: 0.3078 data_time: 0.0142 memory: 9395 grad_norm: 2.1923 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.2709 loss: 3.2709 2022/08/14 15:46:26 - mmengine - INFO - Epoch(train) [34][1200/3757] lr: 9.8198e-02 eta: 2 days, 23:49:12 time: 0.3083 data_time: 0.0137 memory: 9395 grad_norm: 2.2119 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.1159 loss: 3.1159 2022/08/14 15:46:57 - mmengine - INFO - Epoch(train) [34][1300/3757] lr: 9.8269e-02 eta: 2 days, 23:48:42 time: 0.3084 data_time: 0.0141 memory: 9395 grad_norm: 2.2293 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.2121 loss: 3.2121 2022/08/14 15:47:28 - mmengine - INFO - Epoch(train) [34][1400/3757] lr: 9.8339e-02 eta: 2 days, 23:48:11 time: 0.3082 data_time: 0.0141 memory: 9395 grad_norm: 2.1866 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2033 loss: 3.2033 2022/08/14 15:47:59 - mmengine - INFO - Epoch(train) [34][1500/3757] lr: 9.8410e-02 eta: 2 days, 23:47:43 time: 0.3092 data_time: 0.0145 memory: 9395 grad_norm: 2.1877 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2802 loss: 3.2802 2022/08/14 15:48:30 - mmengine - INFO - Epoch(train) [34][1600/3757] lr: 9.8480e-02 eta: 2 days, 23:47:12 time: 0.3107 data_time: 0.0130 memory: 9395 grad_norm: 2.2104 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3044 loss: 3.3044 2022/08/14 15:49:01 - mmengine - INFO - Epoch(train) [34][1700/3757] lr: 9.8551e-02 eta: 2 days, 23:46:43 time: 0.3085 data_time: 0.0136 memory: 9395 grad_norm: 2.2004 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2161 loss: 3.2161 2022/08/14 15:49:32 - mmengine - INFO - Epoch(train) [34][1800/3757] lr: 9.8621e-02 eta: 2 days, 23:46:12 time: 0.3109 data_time: 0.0151 memory: 9395 grad_norm: 2.2484 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1306 loss: 3.1306 2022/08/14 15:50:03 - mmengine - INFO - Epoch(train) [34][1900/3757] lr: 9.8692e-02 eta: 2 days, 23:45:42 time: 0.3086 data_time: 0.0131 memory: 9395 grad_norm: 2.1518 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2169 loss: 3.2169 2022/08/14 15:50:34 - mmengine - INFO - Epoch(train) [34][2000/3757] lr: 9.8762e-02 eta: 2 days, 23:45:12 time: 0.3107 data_time: 0.0149 memory: 9395 grad_norm: 2.1994 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.1000 loss: 3.1000 2022/08/14 15:50:40 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 15:51:05 - mmengine - INFO - Epoch(train) [34][2100/3757] lr: 9.8833e-02 eta: 2 days, 23:44:41 time: 0.3076 data_time: 0.0137 memory: 9395 grad_norm: 2.1650 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1396 loss: 3.1396 2022/08/14 15:51:36 - mmengine - INFO - Epoch(train) [34][2200/3757] lr: 9.8903e-02 eta: 2 days, 23:44:11 time: 0.3088 data_time: 0.0135 memory: 9395 grad_norm: 2.1270 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.0987 loss: 3.0987 2022/08/14 15:52:07 - mmengine - INFO - Epoch(train) [34][2300/3757] lr: 9.8973e-02 eta: 2 days, 23:43:41 time: 0.3092 data_time: 0.0135 memory: 9395 grad_norm: 2.1775 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2317 loss: 3.2317 2022/08/14 15:52:38 - mmengine - INFO - Epoch(train) [34][2400/3757] lr: 9.9044e-02 eta: 2 days, 23:43:10 time: 0.3078 data_time: 0.0135 memory: 9395 grad_norm: 2.1922 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1922 loss: 3.1922 2022/08/14 15:53:09 - mmengine - INFO - Epoch(train) [34][2500/3757] lr: 9.9114e-02 eta: 2 days, 23:42:39 time: 0.3094 data_time: 0.0150 memory: 9395 grad_norm: 2.0695 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0979 loss: 3.0979 2022/08/14 15:53:40 - mmengine - INFO - Epoch(train) [34][2600/3757] lr: 9.9185e-02 eta: 2 days, 23:42:09 time: 0.3100 data_time: 0.0137 memory: 9395 grad_norm: 2.1651 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1716 loss: 3.1716 2022/08/14 15:54:11 - mmengine - INFO - Epoch(train) [34][2700/3757] lr: 9.9255e-02 eta: 2 days, 23:41:39 time: 0.3099 data_time: 0.0147 memory: 9395 grad_norm: 2.1835 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0044 loss: 3.0044 2022/08/14 15:54:42 - mmengine - INFO - Epoch(train) [34][2800/3757] lr: 9.9326e-02 eta: 2 days, 23:41:09 time: 0.3086 data_time: 0.0131 memory: 9395 grad_norm: 2.1860 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0895 loss: 3.0895 2022/08/14 15:55:13 - mmengine - INFO - Epoch(train) [34][2900/3757] lr: 9.9396e-02 eta: 2 days, 23:40:39 time: 0.3108 data_time: 0.0138 memory: 9395 grad_norm: 2.1800 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4132 loss: 3.4132 2022/08/14 15:55:44 - mmengine - INFO - Epoch(train) [34][3000/3757] lr: 9.9467e-02 eta: 2 days, 23:40:08 time: 0.3108 data_time: 0.0150 memory: 9395 grad_norm: 2.1257 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8993 loss: 2.8993 2022/08/14 15:55:50 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 15:56:15 - mmengine - INFO - Epoch(train) [34][3100/3757] lr: 9.9537e-02 eta: 2 days, 23:39:38 time: 0.3095 data_time: 0.0139 memory: 9395 grad_norm: 2.1388 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3801 loss: 3.3801 2022/08/14 15:56:46 - mmengine - INFO - Epoch(train) [34][3200/3757] lr: 9.9608e-02 eta: 2 days, 23:39:08 time: 0.3099 data_time: 0.0136 memory: 9395 grad_norm: 2.1295 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.3251 loss: 3.3251 2022/08/14 15:57:18 - mmengine - INFO - Epoch(train) [34][3300/3757] lr: 9.9678e-02 eta: 2 days, 23:38:38 time: 0.3101 data_time: 0.0138 memory: 9395 grad_norm: 2.1952 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2809 loss: 3.2809 2022/08/14 15:57:49 - mmengine - INFO - Epoch(train) [34][3400/3757] lr: 9.9748e-02 eta: 2 days, 23:38:08 time: 0.3080 data_time: 0.0142 memory: 9395 grad_norm: 2.1813 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1041 loss: 3.1041 2022/08/14 15:58:20 - mmengine - INFO - Epoch(train) [34][3500/3757] lr: 9.9819e-02 eta: 2 days, 23:37:38 time: 0.3119 data_time: 0.0141 memory: 9395 grad_norm: 2.1555 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4281 loss: 3.4281 2022/08/14 15:58:51 - mmengine - INFO - Epoch(train) [34][3600/3757] lr: 9.9889e-02 eta: 2 days, 23:37:08 time: 0.3090 data_time: 0.0134 memory: 9395 grad_norm: 2.1611 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1446 loss: 3.1446 2022/08/14 15:59:22 - mmengine - INFO - Epoch(train) [34][3700/3757] lr: 9.9960e-02 eta: 2 days, 23:36:38 time: 0.3109 data_time: 0.0139 memory: 9395 grad_norm: 2.1526 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1607 loss: 3.1607 2022/08/14 15:59:39 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 15:59:39 - mmengine - INFO - Epoch(train) [34][3757/3757] lr: 1.0000e-01 eta: 2 days, 23:36:26 time: 0.3046 data_time: 0.0134 memory: 9395 grad_norm: 2.1113 top1_acc: 0.2857 top5_acc: 0.4286 loss_cls: 2.8808 loss: 2.8808 2022/08/14 16:00:12 - mmengine - INFO - Epoch(train) [35][100/3757] lr: 1.0000e-01 eta: 2 days, 23:35:27 time: 0.3105 data_time: 0.0145 memory: 9395 grad_norm: 2.1727 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0244 loss: 3.0244 2022/08/14 16:00:43 - mmengine - INFO - Epoch(train) [35][200/3757] lr: 1.0000e-01 eta: 2 days, 23:34:57 time: 0.3130 data_time: 0.0139 memory: 9395 grad_norm: 2.1072 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.3557 loss: 3.3557 2022/08/14 16:01:03 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 16:01:14 - mmengine - INFO - Epoch(train) [35][300/3757] lr: 1.0000e-01 eta: 2 days, 23:34:27 time: 0.3098 data_time: 0.0147 memory: 9395 grad_norm: 2.1933 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0937 loss: 3.0937 2022/08/14 16:01:45 - mmengine - INFO - Epoch(train) [35][400/3757] lr: 1.0000e-01 eta: 2 days, 23:33:56 time: 0.3082 data_time: 0.0142 memory: 9395 grad_norm: 2.2283 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1285 loss: 3.1285 2022/08/14 16:02:16 - mmengine - INFO - Epoch(train) [35][500/3757] lr: 1.0000e-01 eta: 2 days, 23:33:26 time: 0.3086 data_time: 0.0129 memory: 9395 grad_norm: 2.1676 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2241 loss: 3.2241 2022/08/14 16:02:47 - mmengine - INFO - Epoch(train) [35][600/3757] lr: 1.0000e-01 eta: 2 days, 23:32:55 time: 0.3086 data_time: 0.0135 memory: 9395 grad_norm: 2.1044 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2051 loss: 3.2051 2022/08/14 16:03:18 - mmengine - INFO - Epoch(train) [35][700/3757] lr: 1.0000e-01 eta: 2 days, 23:32:25 time: 0.3093 data_time: 0.0139 memory: 9395 grad_norm: 2.1737 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.4055 loss: 3.4055 2022/08/14 16:03:49 - mmengine - INFO - Epoch(train) [35][800/3757] lr: 1.0000e-01 eta: 2 days, 23:31:54 time: 0.3080 data_time: 0.0141 memory: 9395 grad_norm: 2.1610 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2282 loss: 3.2282 2022/08/14 16:04:20 - mmengine - INFO - Epoch(train) [35][900/3757] lr: 1.0000e-01 eta: 2 days, 23:31:24 time: 0.3133 data_time: 0.0158 memory: 9395 grad_norm: 2.2172 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3333 loss: 3.3333 2022/08/14 16:04:51 - mmengine - INFO - Epoch(train) [35][1000/3757] lr: 1.0000e-01 eta: 2 days, 23:30:53 time: 0.3075 data_time: 0.0135 memory: 9395 grad_norm: 2.1124 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2185 loss: 3.2185 2022/08/14 16:05:22 - mmengine - INFO - Epoch(train) [35][1100/3757] lr: 1.0000e-01 eta: 2 days, 23:30:23 time: 0.3084 data_time: 0.0144 memory: 9395 grad_norm: 2.1447 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1163 loss: 3.1163 2022/08/14 16:05:53 - mmengine - INFO - Epoch(train) [35][1200/3757] lr: 1.0000e-01 eta: 2 days, 23:29:53 time: 0.3092 data_time: 0.0141 memory: 9395 grad_norm: 2.1041 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2517 loss: 3.2517 2022/08/14 16:06:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 16:06:24 - mmengine - INFO - Epoch(train) [35][1300/3757] lr: 1.0000e-01 eta: 2 days, 23:29:23 time: 0.3136 data_time: 0.0153 memory: 9395 grad_norm: 2.1316 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0967 loss: 3.0967 2022/08/14 16:06:56 - mmengine - INFO - Epoch(train) [35][1400/3757] lr: 1.0000e-01 eta: 2 days, 23:28:53 time: 0.3091 data_time: 0.0137 memory: 9395 grad_norm: 2.1898 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1681 loss: 3.1681 2022/08/14 16:07:27 - mmengine - INFO - Epoch(train) [35][1500/3757] lr: 1.0000e-01 eta: 2 days, 23:28:23 time: 0.3088 data_time: 0.0137 memory: 9395 grad_norm: 2.1730 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4742 loss: 3.4742 2022/08/14 16:07:58 - mmengine - INFO - Epoch(train) [35][1600/3757] lr: 1.0000e-01 eta: 2 days, 23:27:53 time: 0.3087 data_time: 0.0135 memory: 9395 grad_norm: 2.1575 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2462 loss: 3.2462 2022/08/14 16:08:29 - mmengine - INFO - Epoch(train) [35][1700/3757] lr: 1.0000e-01 eta: 2 days, 23:27:23 time: 0.3091 data_time: 0.0134 memory: 9395 grad_norm: 2.1950 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1437 loss: 3.1437 2022/08/14 16:09:00 - mmengine - INFO - Epoch(train) [35][1800/3757] lr: 1.0000e-01 eta: 2 days, 23:26:53 time: 0.3092 data_time: 0.0149 memory: 9395 grad_norm: 2.1859 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.0640 loss: 3.0640 2022/08/14 16:09:31 - mmengine - INFO - Epoch(train) [35][1900/3757] lr: 1.0000e-01 eta: 2 days, 23:26:23 time: 0.3093 data_time: 0.0142 memory: 9395 grad_norm: 2.1888 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3854 loss: 3.3854 2022/08/14 16:10:02 - mmengine - INFO - Epoch(train) [35][2000/3757] lr: 1.0000e-01 eta: 2 days, 23:25:53 time: 0.3122 data_time: 0.0143 memory: 9395 grad_norm: 2.1462 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.4638 loss: 3.4638 2022/08/14 16:10:33 - mmengine - INFO - Epoch(train) [35][2100/3757] lr: 1.0000e-01 eta: 2 days, 23:25:22 time: 0.3094 data_time: 0.0143 memory: 9395 grad_norm: 2.2642 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.1388 loss: 3.1388 2022/08/14 16:11:04 - mmengine - INFO - Epoch(train) [35][2200/3757] lr: 1.0000e-01 eta: 2 days, 23:24:53 time: 0.3127 data_time: 0.0153 memory: 9395 grad_norm: 2.1555 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1712 loss: 3.1712 2022/08/14 16:11:23 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 16:11:35 - mmengine - INFO - Epoch(train) [35][2300/3757] lr: 1.0000e-01 eta: 2 days, 23:24:23 time: 0.3098 data_time: 0.0134 memory: 9395 grad_norm: 2.1855 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1744 loss: 3.1744 2022/08/14 16:12:06 - mmengine - INFO - Epoch(train) [35][2400/3757] lr: 1.0000e-01 eta: 2 days, 23:23:53 time: 0.3092 data_time: 0.0140 memory: 9395 grad_norm: 2.2383 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3755 loss: 3.3755 2022/08/14 16:12:37 - mmengine - INFO - Epoch(train) [35][2500/3757] lr: 1.0000e-01 eta: 2 days, 23:23:22 time: 0.3083 data_time: 0.0133 memory: 9395 grad_norm: 2.1513 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 3.0397 loss: 3.0397 2022/08/14 16:13:08 - mmengine - INFO - Epoch(train) [35][2600/3757] lr: 1.0000e-01 eta: 2 days, 23:22:52 time: 0.3083 data_time: 0.0135 memory: 9395 grad_norm: 2.0891 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1540 loss: 3.1540 2022/08/14 16:13:39 - mmengine - INFO - Epoch(train) [35][2700/3757] lr: 1.0000e-01 eta: 2 days, 23:22:21 time: 0.3089 data_time: 0.0146 memory: 9395 grad_norm: 2.2261 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3363 loss: 3.3363 2022/08/14 16:14:10 - mmengine - INFO - Epoch(train) [35][2800/3757] lr: 1.0000e-01 eta: 2 days, 23:21:51 time: 0.3089 data_time: 0.0132 memory: 9395 grad_norm: 2.2166 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2316 loss: 3.2316 2022/08/14 16:14:41 - mmengine - INFO - Epoch(train) [35][2900/3757] lr: 1.0000e-01 eta: 2 days, 23:21:21 time: 0.3137 data_time: 0.0193 memory: 9395 grad_norm: 2.2111 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2552 loss: 3.2552 2022/08/14 16:15:12 - mmengine - INFO - Epoch(train) [35][3000/3757] lr: 1.0000e-01 eta: 2 days, 23:20:51 time: 0.3100 data_time: 0.0153 memory: 9395 grad_norm: 2.1534 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0751 loss: 3.0751 2022/08/14 16:15:43 - mmengine - INFO - Epoch(train) [35][3100/3757] lr: 1.0000e-01 eta: 2 days, 23:20:21 time: 0.3136 data_time: 0.0138 memory: 9395 grad_norm: 2.1802 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3864 loss: 3.3864 2022/08/14 16:16:14 - mmengine - INFO - Epoch(train) [35][3200/3757] lr: 1.0000e-01 eta: 2 days, 23:19:51 time: 0.3114 data_time: 0.0147 memory: 9395 grad_norm: 2.1885 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.3696 loss: 3.3696 2022/08/14 16:16:34 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 16:16:45 - mmengine - INFO - Epoch(train) [35][3300/3757] lr: 1.0000e-01 eta: 2 days, 23:19:20 time: 0.3088 data_time: 0.0140 memory: 9395 grad_norm: 2.1647 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1749 loss: 3.1749 2022/08/14 16:17:17 - mmengine - INFO - Epoch(train) [35][3400/3757] lr: 1.0000e-01 eta: 2 days, 23:18:50 time: 0.3134 data_time: 0.0150 memory: 9395 grad_norm: 2.1341 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0889 loss: 3.0889 2022/08/14 16:17:48 - mmengine - INFO - Epoch(train) [35][3500/3757] lr: 1.0000e-01 eta: 2 days, 23:18:20 time: 0.3086 data_time: 0.0129 memory: 9395 grad_norm: 2.1874 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.2177 loss: 3.2177 2022/08/14 16:18:19 - mmengine - INFO - Epoch(train) [35][3600/3757] lr: 1.0000e-01 eta: 2 days, 23:17:50 time: 0.3084 data_time: 0.0142 memory: 9395 grad_norm: 2.2591 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.2628 loss: 3.2628 2022/08/14 16:18:50 - mmengine - INFO - Epoch(train) [35][3700/3757] lr: 1.0000e-01 eta: 2 days, 23:17:19 time: 0.3092 data_time: 0.0139 memory: 9395 grad_norm: 2.1360 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2537 loss: 3.2537 2022/08/14 16:19:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 16:19:07 - mmengine - INFO - Epoch(train) [35][3757/3757] lr: 1.0000e-01 eta: 2 days, 23:17:08 time: 0.3025 data_time: 0.0140 memory: 9395 grad_norm: 2.1548 top1_acc: 0.2857 top5_acc: 0.5714 loss_cls: 3.2247 loss: 3.2247 2022/08/14 16:19:25 - mmengine - INFO - Epoch(val) [35][100/310] eta: 0:00:36 time: 0.1733 data_time: 0.0791 memory: 1523 2022/08/14 16:19:42 - mmengine - INFO - Epoch(val) [35][200/310] eta: 0:00:17 time: 0.1551 data_time: 0.0598 memory: 1523 2022/08/14 16:19:59 - mmengine - INFO - Epoch(val) [35][300/310] eta: 0:00:01 time: 0.1602 data_time: 0.0660 memory: 1523 2022/08/14 16:20:03 - mmengine - INFO - Epoch(val) [35][310/310] acc/top1: 0.3527 acc/top5: 0.6294 acc/mean1: 0.3527 2022/08/14 16:20:36 - mmengine - INFO - Epoch(train) [36][100/3757] lr: 1.0000e-01 eta: 2 days, 23:16:07 time: 0.3111 data_time: 0.0160 memory: 9395 grad_norm: 2.1663 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.0587 loss: 3.0587 2022/08/14 16:21:07 - mmengine - INFO - Epoch(train) [36][200/3757] lr: 1.0000e-01 eta: 2 days, 23:15:37 time: 0.3074 data_time: 0.0131 memory: 9395 grad_norm: 2.1469 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1492 loss: 3.1492 2022/08/14 16:21:38 - mmengine - INFO - Epoch(train) [36][300/3757] lr: 1.0000e-01 eta: 2 days, 23:15:06 time: 0.3085 data_time: 0.0132 memory: 9395 grad_norm: 2.1593 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0557 loss: 3.0557 2022/08/14 16:22:09 - mmengine - INFO - Epoch(train) [36][400/3757] lr: 1.0000e-01 eta: 2 days, 23:14:36 time: 0.3080 data_time: 0.0135 memory: 9395 grad_norm: 2.2112 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.0400 loss: 3.0400 2022/08/14 16:22:40 - mmengine - INFO - Epoch(train) [36][500/3757] lr: 1.0000e-01 eta: 2 days, 23:14:06 time: 0.3093 data_time: 0.0138 memory: 9395 grad_norm: 2.1430 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.2783 loss: 3.2783 2022/08/14 16:22:41 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 16:23:11 - mmengine - INFO - Epoch(train) [36][600/3757] lr: 1.0000e-01 eta: 2 days, 23:13:36 time: 0.3112 data_time: 0.0154 memory: 9395 grad_norm: 2.2275 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1281 loss: 3.1281 2022/08/14 16:23:42 - mmengine - INFO - Epoch(train) [36][700/3757] lr: 1.0000e-01 eta: 2 days, 23:13:06 time: 0.3088 data_time: 0.0137 memory: 9395 grad_norm: 2.1169 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1237 loss: 3.1237 2022/08/14 16:24:13 - mmengine - INFO - Epoch(train) [36][800/3757] lr: 1.0000e-01 eta: 2 days, 23:12:35 time: 0.3101 data_time: 0.0135 memory: 9395 grad_norm: 2.1261 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4163 loss: 3.4163 2022/08/14 16:24:44 - mmengine - INFO - Epoch(train) [36][900/3757] lr: 1.0000e-01 eta: 2 days, 23:12:05 time: 0.3088 data_time: 0.0144 memory: 9395 grad_norm: 2.1487 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2635 loss: 3.2635 2022/08/14 16:25:15 - mmengine - INFO - Epoch(train) [36][1000/3757] lr: 1.0000e-01 eta: 2 days, 23:11:35 time: 0.3161 data_time: 0.0166 memory: 9395 grad_norm: 2.2665 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1924 loss: 3.1924 2022/08/14 16:25:46 - mmengine - INFO - Epoch(train) [36][1100/3757] lr: 1.0000e-01 eta: 2 days, 23:11:05 time: 0.3092 data_time: 0.0137 memory: 9395 grad_norm: 2.1557 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3567 loss: 3.3567 2022/08/14 16:26:17 - mmengine - INFO - Epoch(train) [36][1200/3757] lr: 1.0000e-01 eta: 2 days, 23:10:35 time: 0.3080 data_time: 0.0135 memory: 9395 grad_norm: 2.2131 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4598 loss: 3.4598 2022/08/14 16:26:48 - mmengine - INFO - Epoch(train) [36][1300/3757] lr: 1.0000e-01 eta: 2 days, 23:10:05 time: 0.3089 data_time: 0.0137 memory: 9395 grad_norm: 2.1405 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0147 loss: 3.0147 2022/08/14 16:27:19 - mmengine - INFO - Epoch(train) [36][1400/3757] lr: 1.0000e-01 eta: 2 days, 23:09:35 time: 0.3074 data_time: 0.0135 memory: 9395 grad_norm: 2.1843 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.5369 loss: 3.5369 2022/08/14 16:27:50 - mmengine - INFO - Epoch(train) [36][1500/3757] lr: 1.0000e-01 eta: 2 days, 23:09:05 time: 0.3085 data_time: 0.0136 memory: 9395 grad_norm: 2.1889 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 3.1357 loss: 3.1357 2022/08/14 16:27:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 16:28:21 - mmengine - INFO - Epoch(train) [36][1600/3757] lr: 1.0000e-01 eta: 2 days, 23:08:35 time: 0.3083 data_time: 0.0134 memory: 9395 grad_norm: 2.1525 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2399 loss: 3.2399 2022/08/14 16:28:53 - mmengine - INFO - Epoch(train) [36][1700/3757] lr: 1.0000e-01 eta: 2 days, 23:08:06 time: 0.3128 data_time: 0.0155 memory: 9395 grad_norm: 2.1878 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1480 loss: 3.1480 2022/08/14 16:29:24 - mmengine - INFO - Epoch(train) [36][1800/3757] lr: 1.0000e-01 eta: 2 days, 23:07:36 time: 0.3091 data_time: 0.0140 memory: 9395 grad_norm: 2.1152 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2288 loss: 3.2288 2022/08/14 16:29:55 - mmengine - INFO - Epoch(train) [36][1900/3757] lr: 1.0000e-01 eta: 2 days, 23:07:07 time: 0.3135 data_time: 0.0153 memory: 9395 grad_norm: 2.1981 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0469 loss: 3.0469 2022/08/14 16:30:26 - mmengine - INFO - Epoch(train) [36][2000/3757] lr: 1.0000e-01 eta: 2 days, 23:06:37 time: 0.3094 data_time: 0.0134 memory: 9395 grad_norm: 2.1027 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2699 loss: 3.2699 2022/08/14 16:30:57 - mmengine - INFO - Epoch(train) [36][2100/3757] lr: 1.0000e-01 eta: 2 days, 23:06:07 time: 0.3089 data_time: 0.0140 memory: 9395 grad_norm: 2.2015 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3591 loss: 3.3591 2022/08/14 16:31:28 - mmengine - INFO - Epoch(train) [36][2200/3757] lr: 1.0000e-01 eta: 2 days, 23:05:38 time: 0.3096 data_time: 0.0137 memory: 9395 grad_norm: 2.1692 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0771 loss: 3.0771 2022/08/14 16:31:59 - mmengine - INFO - Epoch(train) [36][2300/3757] lr: 1.0000e-01 eta: 2 days, 23:05:07 time: 0.3090 data_time: 0.0134 memory: 9395 grad_norm: 2.1570 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1414 loss: 3.1414 2022/08/14 16:32:30 - mmengine - INFO - Epoch(train) [36][2400/3757] lr: 1.0000e-01 eta: 2 days, 23:04:37 time: 0.3109 data_time: 0.0137 memory: 9395 grad_norm: 2.2085 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3715 loss: 3.3715 2022/08/14 16:33:01 - mmengine - INFO - Epoch(train) [36][2500/3757] lr: 1.0000e-01 eta: 2 days, 23:04:07 time: 0.3093 data_time: 0.0145 memory: 9395 grad_norm: 2.1151 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8076 loss: 2.8076 2022/08/14 16:33:03 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 16:33:33 - mmengine - INFO - Epoch(train) [36][2600/3757] lr: 1.0000e-01 eta: 2 days, 23:03:39 time: 0.3173 data_time: 0.0142 memory: 9395 grad_norm: 2.1772 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0953 loss: 3.0953 2022/08/14 16:34:04 - mmengine - INFO - Epoch(train) [36][2700/3757] lr: 1.0000e-01 eta: 2 days, 23:03:08 time: 0.3092 data_time: 0.0140 memory: 9395 grad_norm: 2.1911 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0363 loss: 3.0363 2022/08/14 16:34:35 - mmengine - INFO - Epoch(train) [36][2800/3757] lr: 1.0000e-01 eta: 2 days, 23:02:38 time: 0.3093 data_time: 0.0147 memory: 9395 grad_norm: 2.2297 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2892 loss: 3.2892 2022/08/14 16:35:06 - mmengine - INFO - Epoch(train) [36][2900/3757] lr: 1.0000e-01 eta: 2 days, 23:02:08 time: 0.3105 data_time: 0.0139 memory: 9395 grad_norm: 2.1410 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2215 loss: 3.2215 2022/08/14 16:35:37 - mmengine - INFO - Epoch(train) [36][3000/3757] lr: 1.0000e-01 eta: 2 days, 23:01:38 time: 0.3099 data_time: 0.0136 memory: 9395 grad_norm: 2.1150 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6399 loss: 3.6399 2022/08/14 16:36:08 - mmengine - INFO - Epoch(train) [36][3100/3757] lr: 1.0000e-01 eta: 2 days, 23:01:08 time: 0.3092 data_time: 0.0133 memory: 9395 grad_norm: 2.1870 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1488 loss: 3.1488 2022/08/14 16:36:39 - mmengine - INFO - Epoch(train) [36][3200/3757] lr: 1.0000e-01 eta: 2 days, 23:00:38 time: 0.3081 data_time: 0.0132 memory: 9395 grad_norm: 2.0531 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1553 loss: 3.1553 2022/08/14 16:37:10 - mmengine - INFO - Epoch(train) [36][3300/3757] lr: 1.0000e-01 eta: 2 days, 23:00:07 time: 0.3080 data_time: 0.0136 memory: 9395 grad_norm: 2.1420 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2132 loss: 3.2132 2022/08/14 16:37:41 - mmengine - INFO - Epoch(train) [36][3400/3757] lr: 1.0000e-01 eta: 2 days, 22:59:37 time: 0.3093 data_time: 0.0134 memory: 9395 grad_norm: 2.1732 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3856 loss: 3.3856 2022/08/14 16:38:12 - mmengine - INFO - Epoch(train) [36][3500/3757] lr: 1.0000e-01 eta: 2 days, 22:59:07 time: 0.3105 data_time: 0.0153 memory: 9395 grad_norm: 2.1843 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3745 loss: 3.3745 2022/08/14 16:38:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 16:38:43 - mmengine - INFO - Epoch(train) [36][3600/3757] lr: 1.0000e-01 eta: 2 days, 22:58:36 time: 0.3101 data_time: 0.0138 memory: 9395 grad_norm: 2.1814 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0086 loss: 3.0086 2022/08/14 16:39:14 - mmengine - INFO - Epoch(train) [36][3700/3757] lr: 1.0000e-01 eta: 2 days, 22:58:06 time: 0.3090 data_time: 0.0134 memory: 9395 grad_norm: 2.1624 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8859 loss: 2.8859 2022/08/14 16:39:32 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 16:39:32 - mmengine - INFO - Epoch(train) [36][3757/3757] lr: 1.0000e-01 eta: 2 days, 22:57:54 time: 0.3043 data_time: 0.0141 memory: 9395 grad_norm: 2.1993 top1_acc: 0.4286 top5_acc: 0.5714 loss_cls: 3.1456 loss: 3.1456 2022/08/14 16:39:32 - mmengine - INFO - Saving checkpoint at 36 epochs 2022/08/14 16:40:06 - mmengine - INFO - Epoch(train) [37][100/3757] lr: 1.0000e-01 eta: 2 days, 22:56:53 time: 0.3111 data_time: 0.0153 memory: 9395 grad_norm: 2.1812 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2273 loss: 3.2273 2022/08/14 16:40:37 - mmengine - INFO - Epoch(train) [37][200/3757] lr: 1.0000e-01 eta: 2 days, 22:56:23 time: 0.3087 data_time: 0.0144 memory: 9395 grad_norm: 2.1844 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1398 loss: 3.1398 2022/08/14 16:41:08 - mmengine - INFO - Epoch(train) [37][300/3757] lr: 1.0000e-01 eta: 2 days, 22:55:53 time: 0.3089 data_time: 0.0142 memory: 9395 grad_norm: 2.1535 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.4315 loss: 3.4315 2022/08/14 16:41:39 - mmengine - INFO - Epoch(train) [37][400/3757] lr: 1.0000e-01 eta: 2 days, 22:55:23 time: 0.3086 data_time: 0.0140 memory: 9395 grad_norm: 2.1379 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.9678 loss: 2.9678 2022/08/14 16:42:10 - mmengine - INFO - Epoch(train) [37][500/3757] lr: 1.0000e-01 eta: 2 days, 22:54:53 time: 0.3097 data_time: 0.0136 memory: 9395 grad_norm: 2.1454 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 3.3304 loss: 3.3304 2022/08/14 16:42:41 - mmengine - INFO - Epoch(train) [37][600/3757] lr: 1.0000e-01 eta: 2 days, 22:54:23 time: 0.3103 data_time: 0.0146 memory: 9395 grad_norm: 2.1785 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.1930 loss: 3.1930 2022/08/14 16:43:12 - mmengine - INFO - Epoch(train) [37][700/3757] lr: 1.0000e-01 eta: 2 days, 22:53:53 time: 0.3106 data_time: 0.0133 memory: 9395 grad_norm: 2.1672 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3789 loss: 3.3789 2022/08/14 16:43:27 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 16:43:43 - mmengine - INFO - Epoch(train) [37][800/3757] lr: 1.0000e-01 eta: 2 days, 22:53:23 time: 0.3102 data_time: 0.0149 memory: 9395 grad_norm: 2.1841 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9345 loss: 2.9345 2022/08/14 16:44:14 - mmengine - INFO - Epoch(train) [37][900/3757] lr: 1.0000e-01 eta: 2 days, 22:52:52 time: 0.3096 data_time: 0.0132 memory: 9395 grad_norm: 2.1762 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3285 loss: 3.3285 2022/08/14 16:44:45 - mmengine - INFO - Epoch(train) [37][1000/3757] lr: 1.0000e-01 eta: 2 days, 22:52:22 time: 0.3116 data_time: 0.0148 memory: 9395 grad_norm: 2.1477 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0723 loss: 3.0723 2022/08/14 16:45:16 - mmengine - INFO - Epoch(train) [37][1100/3757] lr: 1.0000e-01 eta: 2 days, 22:51:51 time: 0.3102 data_time: 0.0142 memory: 9395 grad_norm: 2.1921 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2985 loss: 3.2985 2022/08/14 16:45:47 - mmengine - INFO - Epoch(train) [37][1200/3757] lr: 1.0000e-01 eta: 2 days, 22:51:22 time: 0.3087 data_time: 0.0142 memory: 9395 grad_norm: 2.2241 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2988 loss: 3.2988 2022/08/14 16:46:18 - mmengine - INFO - Epoch(train) [37][1300/3757] lr: 1.0000e-01 eta: 2 days, 22:50:51 time: 0.3071 data_time: 0.0132 memory: 9395 grad_norm: 2.1825 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9322 loss: 2.9322 2022/08/14 16:46:50 - mmengine - INFO - Epoch(train) [37][1400/3757] lr: 1.0000e-01 eta: 2 days, 22:50:22 time: 0.3086 data_time: 0.0137 memory: 9395 grad_norm: 2.1623 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.1623 loss: 3.1623 2022/08/14 16:47:21 - mmengine - INFO - Epoch(train) [37][1500/3757] lr: 1.0000e-01 eta: 2 days, 22:49:52 time: 0.3094 data_time: 0.0144 memory: 9395 grad_norm: 2.1055 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2906 loss: 3.2906 2022/08/14 16:47:52 - mmengine - INFO - Epoch(train) [37][1600/3757] lr: 1.0000e-01 eta: 2 days, 22:49:24 time: 0.3219 data_time: 0.0147 memory: 9395 grad_norm: 2.1914 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0218 loss: 3.0218 2022/08/14 16:48:23 - mmengine - INFO - Epoch(train) [37][1700/3757] lr: 1.0000e-01 eta: 2 days, 22:48:54 time: 0.3097 data_time: 0.0139 memory: 9395 grad_norm: 2.1952 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.2045 loss: 3.2045 2022/08/14 16:48:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 16:48:54 - mmengine - INFO - Epoch(train) [37][1800/3757] lr: 1.0000e-01 eta: 2 days, 22:48:24 time: 0.3126 data_time: 0.0147 memory: 9395 grad_norm: 2.1918 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2610 loss: 3.2610 2022/08/14 16:49:25 - mmengine - INFO - Epoch(train) [37][1900/3757] lr: 1.0000e-01 eta: 2 days, 22:47:54 time: 0.3088 data_time: 0.0137 memory: 9395 grad_norm: 2.2313 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0708 loss: 3.0708 2022/08/14 16:49:56 - mmengine - INFO - Epoch(train) [37][2000/3757] lr: 1.0000e-01 eta: 2 days, 22:47:23 time: 0.3094 data_time: 0.0147 memory: 9395 grad_norm: 2.1876 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.2657 loss: 3.2657 2022/08/14 16:50:27 - mmengine - INFO - Epoch(train) [37][2100/3757] lr: 1.0000e-01 eta: 2 days, 22:46:53 time: 0.3082 data_time: 0.0132 memory: 9395 grad_norm: 2.1919 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.5405 loss: 3.5405 2022/08/14 16:50:58 - mmengine - INFO - Epoch(train) [37][2200/3757] lr: 1.0000e-01 eta: 2 days, 22:46:23 time: 0.3093 data_time: 0.0137 memory: 9395 grad_norm: 2.1668 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.2808 loss: 3.2808 2022/08/14 16:51:30 - mmengine - INFO - Epoch(train) [37][2300/3757] lr: 1.0000e-01 eta: 2 days, 22:45:53 time: 0.3090 data_time: 0.0136 memory: 9395 grad_norm: 2.1596 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1070 loss: 3.1070 2022/08/14 16:52:01 - mmengine - INFO - Epoch(train) [37][2400/3757] lr: 1.0000e-01 eta: 2 days, 22:45:23 time: 0.3102 data_time: 0.0137 memory: 9395 grad_norm: 2.2218 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4416 loss: 3.4416 2022/08/14 16:52:32 - mmengine - INFO - Epoch(train) [37][2500/3757] lr: 1.0000e-01 eta: 2 days, 22:44:53 time: 0.3110 data_time: 0.0137 memory: 9395 grad_norm: 2.0749 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0466 loss: 3.0466 2022/08/14 16:53:03 - mmengine - INFO - Epoch(train) [37][2600/3757] lr: 1.0000e-01 eta: 2 days, 22:44:23 time: 0.3090 data_time: 0.0140 memory: 9395 grad_norm: 2.0676 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1645 loss: 3.1645 2022/08/14 16:53:34 - mmengine - INFO - Epoch(train) [37][2700/3757] lr: 1.0000e-01 eta: 2 days, 22:43:53 time: 0.3120 data_time: 0.0149 memory: 9395 grad_norm: 2.1202 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2310 loss: 3.2310 2022/08/14 16:53:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 16:54:05 - mmengine - INFO - Epoch(train) [37][2800/3757] lr: 1.0000e-01 eta: 2 days, 22:43:22 time: 0.3095 data_time: 0.0147 memory: 9395 grad_norm: 2.1882 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1930 loss: 3.1930 2022/08/14 16:54:36 - mmengine - INFO - Epoch(train) [37][2900/3757] lr: 1.0000e-01 eta: 2 days, 22:42:53 time: 0.3170 data_time: 0.0131 memory: 9395 grad_norm: 2.1870 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2674 loss: 3.2674 2022/08/14 16:55:07 - mmengine - INFO - Epoch(train) [37][3000/3757] lr: 1.0000e-01 eta: 2 days, 22:42:23 time: 0.3093 data_time: 0.0135 memory: 9395 grad_norm: 2.2268 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.3009 loss: 3.3009 2022/08/14 16:55:38 - mmengine - INFO - Epoch(train) [37][3100/3757] lr: 1.0000e-01 eta: 2 days, 22:41:53 time: 0.3092 data_time: 0.0138 memory: 9395 grad_norm: 2.1092 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0718 loss: 3.0718 2022/08/14 16:56:09 - mmengine - INFO - Epoch(train) [37][3200/3757] lr: 1.0000e-01 eta: 2 days, 22:41:23 time: 0.3090 data_time: 0.0134 memory: 9395 grad_norm: 2.2125 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.2896 loss: 3.2896 2022/08/14 16:56:41 - mmengine - INFO - Epoch(train) [37][3300/3757] lr: 1.0000e-01 eta: 2 days, 22:40:54 time: 0.3112 data_time: 0.0139 memory: 9395 grad_norm: 2.1527 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9897 loss: 2.9897 2022/08/14 16:57:12 - mmengine - INFO - Epoch(train) [37][3400/3757] lr: 1.0000e-01 eta: 2 days, 22:40:23 time: 0.3098 data_time: 0.0154 memory: 9395 grad_norm: 2.1749 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0926 loss: 3.0926 2022/08/14 16:57:43 - mmengine - INFO - Epoch(train) [37][3500/3757] lr: 1.0000e-01 eta: 2 days, 22:39:53 time: 0.3095 data_time: 0.0140 memory: 9395 grad_norm: 2.1636 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.1071 loss: 3.1071 2022/08/14 16:58:14 - mmengine - INFO - Epoch(train) [37][3600/3757] lr: 1.0000e-01 eta: 2 days, 22:39:24 time: 0.3194 data_time: 0.0135 memory: 9395 grad_norm: 2.1620 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0166 loss: 3.0166 2022/08/14 16:58:45 - mmengine - INFO - Epoch(train) [37][3700/3757] lr: 1.0000e-01 eta: 2 days, 22:38:54 time: 0.3104 data_time: 0.0136 memory: 9395 grad_norm: 2.1505 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.3207 loss: 3.3207 2022/08/14 16:59:00 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 16:59:03 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 16:59:03 - mmengine - INFO - Epoch(train) [37][3757/3757] lr: 1.0000e-01 eta: 2 days, 22:38:42 time: 0.3060 data_time: 0.0150 memory: 9395 grad_norm: 2.1677 top1_acc: 0.2857 top5_acc: 0.5714 loss_cls: 3.1139 loss: 3.1139 2022/08/14 16:59:36 - mmengine - INFO - Epoch(train) [38][100/3757] lr: 1.0000e-01 eta: 2 days, 22:37:49 time: 0.3080 data_time: 0.0146 memory: 9395 grad_norm: 2.1387 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0387 loss: 3.0387 2022/08/14 17:00:07 - mmengine - INFO - Epoch(train) [38][200/3757] lr: 1.0000e-01 eta: 2 days, 22:37:19 time: 0.3094 data_time: 0.0141 memory: 9395 grad_norm: 2.1580 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2570 loss: 3.2570 2022/08/14 17:00:38 - mmengine - INFO - Epoch(train) [38][300/3757] lr: 1.0000e-01 eta: 2 days, 22:36:49 time: 0.3082 data_time: 0.0131 memory: 9395 grad_norm: 2.2461 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1992 loss: 3.1992 2022/08/14 17:01:09 - mmengine - INFO - Epoch(train) [38][400/3757] lr: 1.0000e-01 eta: 2 days, 22:36:18 time: 0.3096 data_time: 0.0146 memory: 9395 grad_norm: 2.1444 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1688 loss: 3.1688 2022/08/14 17:01:40 - mmengine - INFO - Epoch(train) [38][500/3757] lr: 1.0000e-01 eta: 2 days, 22:35:49 time: 0.3075 data_time: 0.0131 memory: 9395 grad_norm: 2.1715 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3593 loss: 3.3593 2022/08/14 17:02:11 - mmengine - INFO - Epoch(train) [38][600/3757] lr: 1.0000e-01 eta: 2 days, 22:35:18 time: 0.3081 data_time: 0.0139 memory: 9395 grad_norm: 2.2288 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0962 loss: 3.0962 2022/08/14 17:02:42 - mmengine - INFO - Epoch(train) [38][700/3757] lr: 1.0000e-01 eta: 2 days, 22:34:48 time: 0.3092 data_time: 0.0149 memory: 9395 grad_norm: 2.1366 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8365 loss: 2.8365 2022/08/14 17:03:13 - mmengine - INFO - Epoch(train) [38][800/3757] lr: 1.0000e-01 eta: 2 days, 22:34:18 time: 0.3145 data_time: 0.0139 memory: 9395 grad_norm: 2.1347 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9213 loss: 2.9213 2022/08/14 17:03:44 - mmengine - INFO - Epoch(train) [38][900/3757] lr: 1.0000e-01 eta: 2 days, 22:33:47 time: 0.3105 data_time: 0.0135 memory: 9395 grad_norm: 2.1416 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1406 loss: 3.1406 2022/08/14 17:04:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 17:04:16 - mmengine - INFO - Epoch(train) [38][1000/3757] lr: 1.0000e-01 eta: 2 days, 22:33:17 time: 0.3098 data_time: 0.0140 memory: 9395 grad_norm: 2.1937 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2533 loss: 3.2533 2022/08/14 17:04:47 - mmengine - INFO - Epoch(train) [38][1100/3757] lr: 1.0000e-01 eta: 2 days, 22:32:48 time: 0.3142 data_time: 0.0146 memory: 9395 grad_norm: 2.1775 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.1923 loss: 3.1923 2022/08/14 17:05:18 - mmengine - INFO - Epoch(train) [38][1200/3757] lr: 1.0000e-01 eta: 2 days, 22:32:17 time: 0.3090 data_time: 0.0140 memory: 9395 grad_norm: 2.1838 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0431 loss: 3.0431 2022/08/14 17:05:49 - mmengine - INFO - Epoch(train) [38][1300/3757] lr: 1.0000e-01 eta: 2 days, 22:31:47 time: 0.3083 data_time: 0.0154 memory: 9395 grad_norm: 2.1252 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9868 loss: 2.9868 2022/08/14 17:06:20 - mmengine - INFO - Epoch(train) [38][1400/3757] lr: 1.0000e-01 eta: 2 days, 22:31:17 time: 0.3091 data_time: 0.0145 memory: 9395 grad_norm: 2.1609 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9933 loss: 2.9933 2022/08/14 17:06:51 - mmengine - INFO - Epoch(train) [38][1500/3757] lr: 1.0000e-01 eta: 2 days, 22:30:47 time: 0.3087 data_time: 0.0145 memory: 9395 grad_norm: 2.1779 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3456 loss: 3.3456 2022/08/14 17:07:22 - mmengine - INFO - Epoch(train) [38][1600/3757] lr: 1.0000e-01 eta: 2 days, 22:30:17 time: 0.3132 data_time: 0.0147 memory: 9395 grad_norm: 2.1648 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1525 loss: 3.1525 2022/08/14 17:07:53 - mmengine - INFO - Epoch(train) [38][1700/3757] lr: 1.0000e-01 eta: 2 days, 22:29:48 time: 0.3130 data_time: 0.0152 memory: 9395 grad_norm: 2.1192 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8875 loss: 2.8875 2022/08/14 17:08:24 - mmengine - INFO - Epoch(train) [38][1800/3757] lr: 1.0000e-01 eta: 2 days, 22:29:19 time: 0.3197 data_time: 0.0143 memory: 9395 grad_norm: 2.1136 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.2263 loss: 3.2263 2022/08/14 17:08:56 - mmengine - INFO - Epoch(train) [38][1900/3757] lr: 1.0000e-01 eta: 2 days, 22:28:49 time: 0.3101 data_time: 0.0151 memory: 9395 grad_norm: 2.1474 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.2270 loss: 3.2270 2022/08/14 17:09:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 17:09:27 - mmengine - INFO - Epoch(train) [38][2000/3757] lr: 1.0000e-01 eta: 2 days, 22:28:19 time: 0.3091 data_time: 0.0140 memory: 9395 grad_norm: 2.1725 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.2226 loss: 3.2226 2022/08/14 17:09:58 - mmengine - INFO - Epoch(train) [38][2100/3757] lr: 1.0000e-01 eta: 2 days, 22:27:49 time: 0.3113 data_time: 0.0152 memory: 9395 grad_norm: 2.2198 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 3.0512 loss: 3.0512 2022/08/14 17:10:29 - mmengine - INFO - Epoch(train) [38][2200/3757] lr: 1.0000e-01 eta: 2 days, 22:27:19 time: 0.3097 data_time: 0.0137 memory: 9395 grad_norm: 2.1552 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0951 loss: 3.0951 2022/08/14 17:11:00 - mmengine - INFO - Epoch(train) [38][2300/3757] lr: 1.0000e-01 eta: 2 days, 22:26:49 time: 0.3097 data_time: 0.0136 memory: 9395 grad_norm: 2.1266 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1653 loss: 3.1653 2022/08/14 17:11:31 - mmengine - INFO - Epoch(train) [38][2400/3757] lr: 1.0000e-01 eta: 2 days, 22:26:18 time: 0.3088 data_time: 0.0139 memory: 9395 grad_norm: 2.2014 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0461 loss: 3.0461 2022/08/14 17:12:02 - mmengine - INFO - Epoch(train) [38][2500/3757] lr: 1.0000e-01 eta: 2 days, 22:25:48 time: 0.3125 data_time: 0.0136 memory: 9395 grad_norm: 2.1154 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1803 loss: 3.1803 2022/08/14 17:12:33 - mmengine - INFO - Epoch(train) [38][2600/3757] lr: 1.0000e-01 eta: 2 days, 22:25:18 time: 0.3094 data_time: 0.0139 memory: 9395 grad_norm: 2.1702 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3719 loss: 3.3719 2022/08/14 17:13:04 - mmengine - INFO - Epoch(train) [38][2700/3757] lr: 1.0000e-01 eta: 2 days, 22:24:48 time: 0.3085 data_time: 0.0147 memory: 9395 grad_norm: 2.1539 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 3.1973 loss: 3.1973 2022/08/14 17:13:35 - mmengine - INFO - Epoch(train) [38][2800/3757] lr: 1.0000e-01 eta: 2 days, 22:24:18 time: 0.3108 data_time: 0.0138 memory: 9395 grad_norm: 2.2306 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.4038 loss: 3.4038 2022/08/14 17:14:06 - mmengine - INFO - Epoch(train) [38][2900/3757] lr: 1.0000e-01 eta: 2 days, 22:23:49 time: 0.3120 data_time: 0.0148 memory: 9395 grad_norm: 2.1739 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9940 loss: 2.9940 2022/08/14 17:14:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 17:14:38 - mmengine - INFO - Epoch(train) [38][3000/3757] lr: 1.0000e-01 eta: 2 days, 22:23:19 time: 0.3103 data_time: 0.0152 memory: 9395 grad_norm: 2.1904 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0325 loss: 3.0325 2022/08/14 17:15:09 - mmengine - INFO - Epoch(train) [38][3100/3757] lr: 1.0000e-01 eta: 2 days, 22:22:49 time: 0.3100 data_time: 0.0137 memory: 9395 grad_norm: 2.1917 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1173 loss: 3.1173 2022/08/14 17:15:40 - mmengine - INFO - Epoch(train) [38][3200/3757] lr: 1.0000e-01 eta: 2 days, 22:22:19 time: 0.3090 data_time: 0.0136 memory: 9395 grad_norm: 2.1315 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9076 loss: 2.9076 2022/08/14 17:16:11 - mmengine - INFO - Epoch(train) [38][3300/3757] lr: 1.0000e-01 eta: 2 days, 22:21:49 time: 0.3097 data_time: 0.0132 memory: 9395 grad_norm: 2.1238 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.4384 loss: 3.4384 2022/08/14 17:16:42 - mmengine - INFO - Epoch(train) [38][3400/3757] lr: 1.0000e-01 eta: 2 days, 22:21:19 time: 0.3077 data_time: 0.0137 memory: 9395 grad_norm: 2.1370 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2130 loss: 3.2130 2022/08/14 17:17:13 - mmengine - INFO - Epoch(train) [38][3500/3757] lr: 1.0000e-01 eta: 2 days, 22:20:49 time: 0.3093 data_time: 0.0141 memory: 9395 grad_norm: 2.1210 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1711 loss: 3.1711 2022/08/14 17:17:44 - mmengine - INFO - Epoch(train) [38][3600/3757] lr: 1.0000e-01 eta: 2 days, 22:20:19 time: 0.3106 data_time: 0.0148 memory: 9395 grad_norm: 2.1716 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2197 loss: 3.2197 2022/08/14 17:18:15 - mmengine - INFO - Epoch(train) [38][3700/3757] lr: 1.0000e-01 eta: 2 days, 22:19:49 time: 0.3095 data_time: 0.0131 memory: 9395 grad_norm: 2.1708 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.2170 loss: 3.2170 2022/08/14 17:18:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 17:18:33 - mmengine - INFO - Epoch(train) [38][3757/3757] lr: 1.0000e-01 eta: 2 days, 22:19:37 time: 0.3057 data_time: 0.0139 memory: 9395 grad_norm: 2.2310 top1_acc: 0.4286 top5_acc: 0.4286 loss_cls: 2.9634 loss: 2.9634 2022/08/14 17:19:06 - mmengine - INFO - Epoch(train) [39][100/3757] lr: 1.0000e-01 eta: 2 days, 22:18:40 time: 0.3085 data_time: 0.0145 memory: 9395 grad_norm: 2.2766 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2130 loss: 3.2130 2022/08/14 17:19:37 - mmengine - INFO - Epoch(train) [39][200/3757] lr: 1.0000e-01 eta: 2 days, 22:18:10 time: 0.3092 data_time: 0.0135 memory: 9395 grad_norm: 2.1955 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0051 loss: 3.0051 2022/08/14 17:19:47 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 17:20:08 - mmengine - INFO - Epoch(train) [39][300/3757] lr: 1.0000e-01 eta: 2 days, 22:17:40 time: 0.3100 data_time: 0.0145 memory: 9395 grad_norm: 2.2060 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2061 loss: 3.2061 2022/08/14 17:20:39 - mmengine - INFO - Epoch(train) [39][400/3757] lr: 1.0000e-01 eta: 2 days, 22:17:09 time: 0.3095 data_time: 0.0133 memory: 9395 grad_norm: 2.1474 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0164 loss: 3.0164 2022/08/14 17:21:10 - mmengine - INFO - Epoch(train) [39][500/3757] lr: 1.0000e-01 eta: 2 days, 22:16:39 time: 0.3087 data_time: 0.0141 memory: 9395 grad_norm: 2.1404 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.4241 loss: 3.4241 2022/08/14 17:21:41 - mmengine - INFO - Epoch(train) [39][600/3757] lr: 1.0000e-01 eta: 2 days, 22:16:08 time: 0.3095 data_time: 0.0135 memory: 9395 grad_norm: 2.1694 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8999 loss: 2.8999 2022/08/14 17:22:12 - mmengine - INFO - Epoch(train) [39][700/3757] lr: 1.0000e-01 eta: 2 days, 22:15:38 time: 0.3097 data_time: 0.0143 memory: 9395 grad_norm: 2.2183 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1985 loss: 3.1985 2022/08/14 17:22:43 - mmengine - INFO - Epoch(train) [39][800/3757] lr: 1.0000e-01 eta: 2 days, 22:15:08 time: 0.3094 data_time: 0.0135 memory: 9395 grad_norm: 2.1425 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3509 loss: 3.3509 2022/08/14 17:23:14 - mmengine - INFO - Epoch(train) [39][900/3757] lr: 1.0000e-01 eta: 2 days, 22:14:38 time: 0.3099 data_time: 0.0138 memory: 9395 grad_norm: 2.2221 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7929 loss: 2.7929 2022/08/14 17:23:45 - mmengine - INFO - Epoch(train) [39][1000/3757] lr: 1.0000e-01 eta: 2 days, 22:14:07 time: 0.3119 data_time: 0.0146 memory: 9395 grad_norm: 2.1453 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2780 loss: 3.2780 2022/08/14 17:24:16 - mmengine - INFO - Epoch(train) [39][1100/3757] lr: 1.0000e-01 eta: 2 days, 22:13:37 time: 0.3101 data_time: 0.0150 memory: 9395 grad_norm: 2.1613 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.8526 loss: 2.8526 2022/08/14 17:24:47 - mmengine - INFO - Epoch(train) [39][1200/3757] lr: 1.0000e-01 eta: 2 days, 22:13:08 time: 0.3092 data_time: 0.0137 memory: 9395 grad_norm: 2.1687 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3722 loss: 3.3722 2022/08/14 17:24:58 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 17:25:18 - mmengine - INFO - Epoch(train) [39][1300/3757] lr: 1.0000e-01 eta: 2 days, 22:12:37 time: 0.3088 data_time: 0.0144 memory: 9395 grad_norm: 2.1790 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3633 loss: 3.3633 2022/08/14 17:25:49 - mmengine - INFO - Epoch(train) [39][1400/3757] lr: 1.0000e-01 eta: 2 days, 22:12:07 time: 0.3088 data_time: 0.0139 memory: 9395 grad_norm: 2.2250 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2206 loss: 3.2206 2022/08/14 17:26:20 - mmengine - INFO - Epoch(train) [39][1500/3757] lr: 1.0000e-01 eta: 2 days, 22:11:37 time: 0.3079 data_time: 0.0132 memory: 9395 grad_norm: 2.1606 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0405 loss: 3.0405 2022/08/14 17:26:51 - mmengine - INFO - Epoch(train) [39][1600/3757] lr: 1.0000e-01 eta: 2 days, 22:11:07 time: 0.3098 data_time: 0.0139 memory: 9395 grad_norm: 2.1568 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8230 loss: 2.8230 2022/08/14 17:27:23 - mmengine - INFO - Epoch(train) [39][1700/3757] lr: 1.0000e-01 eta: 2 days, 22:10:37 time: 0.3086 data_time: 0.0129 memory: 9395 grad_norm: 2.2104 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.1570 loss: 3.1570 2022/08/14 17:27:54 - mmengine - INFO - Epoch(train) [39][1800/3757] lr: 1.0000e-01 eta: 2 days, 22:10:07 time: 0.3121 data_time: 0.0134 memory: 9395 grad_norm: 2.2045 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1209 loss: 3.1209 2022/08/14 17:28:25 - mmengine - INFO - Epoch(train) [39][1900/3757] lr: 1.0000e-01 eta: 2 days, 22:09:37 time: 0.3107 data_time: 0.0142 memory: 9395 grad_norm: 2.0763 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1757 loss: 3.1757 2022/08/14 17:28:56 - mmengine - INFO - Epoch(train) [39][2000/3757] lr: 1.0000e-01 eta: 2 days, 22:09:08 time: 0.3176 data_time: 0.0145 memory: 9395 grad_norm: 2.1906 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3754 loss: 3.3754 2022/08/14 17:29:27 - mmengine - INFO - Epoch(train) [39][2100/3757] lr: 1.0000e-01 eta: 2 days, 22:08:38 time: 0.3119 data_time: 0.0150 memory: 9395 grad_norm: 2.1382 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9712 loss: 2.9712 2022/08/14 17:29:58 - mmengine - INFO - Epoch(train) [39][2200/3757] lr: 1.0000e-01 eta: 2 days, 22:08:08 time: 0.3121 data_time: 0.0154 memory: 9395 grad_norm: 2.1956 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9333 loss: 2.9333 2022/08/14 17:30:09 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 17:30:29 - mmengine - INFO - Epoch(train) [39][2300/3757] lr: 1.0000e-01 eta: 2 days, 22:07:38 time: 0.3125 data_time: 0.0146 memory: 9395 grad_norm: 2.1577 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3882 loss: 3.3882 2022/08/14 17:31:00 - mmengine - INFO - Epoch(train) [39][2400/3757] lr: 1.0000e-01 eta: 2 days, 22:07:08 time: 0.3103 data_time: 0.0140 memory: 9395 grad_norm: 2.2209 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.0720 loss: 3.0720 2022/08/14 17:31:32 - mmengine - INFO - Epoch(train) [39][2500/3757] lr: 1.0000e-01 eta: 2 days, 22:06:38 time: 0.3106 data_time: 0.0160 memory: 9395 grad_norm: 2.2523 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.4022 loss: 3.4022 2022/08/14 17:32:03 - mmengine - INFO - Epoch(train) [39][2600/3757] lr: 1.0000e-01 eta: 2 days, 22:06:08 time: 0.3084 data_time: 0.0141 memory: 9395 grad_norm: 2.1714 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1809 loss: 3.1809 2022/08/14 17:32:34 - mmengine - INFO - Epoch(train) [39][2700/3757] lr: 1.0000e-01 eta: 2 days, 22:05:38 time: 0.3087 data_time: 0.0137 memory: 9395 grad_norm: 2.1757 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1886 loss: 3.1886 2022/08/14 17:33:05 - mmengine - INFO - Epoch(train) [39][2800/3757] lr: 1.0000e-01 eta: 2 days, 22:05:09 time: 0.3085 data_time: 0.0138 memory: 9395 grad_norm: 2.1784 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9578 loss: 2.9578 2022/08/14 17:33:36 - mmengine - INFO - Epoch(train) [39][2900/3757] lr: 1.0000e-01 eta: 2 days, 22:04:38 time: 0.3091 data_time: 0.0148 memory: 9395 grad_norm: 2.1764 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2191 loss: 3.2191 2022/08/14 17:34:07 - mmengine - INFO - Epoch(train) [39][3000/3757] lr: 1.0000e-01 eta: 2 days, 22:04:08 time: 0.3109 data_time: 0.0138 memory: 9395 grad_norm: 2.1896 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.5517 loss: 3.5517 2022/08/14 17:34:38 - mmengine - INFO - Epoch(train) [39][3100/3757] lr: 1.0000e-01 eta: 2 days, 22:03:38 time: 0.3120 data_time: 0.0143 memory: 9395 grad_norm: 2.1960 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2275 loss: 3.2275 2022/08/14 17:35:09 - mmengine - INFO - Epoch(train) [39][3200/3757] lr: 1.0000e-01 eta: 2 days, 22:03:08 time: 0.3105 data_time: 0.0152 memory: 9395 grad_norm: 2.1984 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.2731 loss: 3.2731 2022/08/14 17:35:20 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 17:35:40 - mmengine - INFO - Epoch(train) [39][3300/3757] lr: 1.0000e-01 eta: 2 days, 22:02:38 time: 0.3098 data_time: 0.0134 memory: 9395 grad_norm: 2.1790 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3287 loss: 3.3287 2022/08/14 17:36:12 - mmengine - INFO - Epoch(train) [39][3400/3757] lr: 1.0000e-01 eta: 2 days, 22:02:08 time: 0.3097 data_time: 0.0144 memory: 9395 grad_norm: 2.1889 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9356 loss: 2.9356 2022/08/14 17:36:43 - mmengine - INFO - Epoch(train) [39][3500/3757] lr: 1.0000e-01 eta: 2 days, 22:01:38 time: 0.3085 data_time: 0.0142 memory: 9395 grad_norm: 2.1368 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7842 loss: 2.7842 2022/08/14 17:37:14 - mmengine - INFO - Epoch(train) [39][3600/3757] lr: 1.0000e-01 eta: 2 days, 22:01:08 time: 0.3091 data_time: 0.0139 memory: 9395 grad_norm: 2.1892 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4872 loss: 3.4872 2022/08/14 17:37:45 - mmengine - INFO - Epoch(train) [39][3700/3757] lr: 1.0000e-01 eta: 2 days, 22:00:38 time: 0.3102 data_time: 0.0146 memory: 9395 grad_norm: 2.1850 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1282 loss: 3.1282 2022/08/14 17:38:02 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 17:38:02 - mmengine - INFO - Epoch(train) [39][3757/3757] lr: 1.0000e-01 eta: 2 days, 22:00:26 time: 0.3038 data_time: 0.0139 memory: 9395 grad_norm: 2.2294 top1_acc: 0.5714 top5_acc: 0.7143 loss_cls: 3.0780 loss: 3.0780 2022/08/14 17:38:35 - mmengine - INFO - Epoch(train) [40][100/3757] lr: 1.0000e-01 eta: 2 days, 21:59:31 time: 0.3091 data_time: 0.0137 memory: 9395 grad_norm: 2.2160 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2471 loss: 3.2471 2022/08/14 17:39:06 - mmengine - INFO - Epoch(train) [40][200/3757] lr: 1.0000e-01 eta: 2 days, 21:59:01 time: 0.3131 data_time: 0.0153 memory: 9395 grad_norm: 2.1991 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0583 loss: 3.0583 2022/08/14 17:39:37 - mmengine - INFO - Epoch(train) [40][300/3757] lr: 1.0000e-01 eta: 2 days, 21:58:30 time: 0.3106 data_time: 0.0135 memory: 9395 grad_norm: 2.1629 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9420 loss: 2.9420 2022/08/14 17:40:08 - mmengine - INFO - Epoch(train) [40][400/3757] lr: 1.0000e-01 eta: 2 days, 21:58:00 time: 0.3095 data_time: 0.0149 memory: 9395 grad_norm: 2.2109 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4828 loss: 3.4828 2022/08/14 17:40:32 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 17:40:39 - mmengine - INFO - Epoch(train) [40][500/3757] lr: 1.0000e-01 eta: 2 days, 21:57:29 time: 0.3087 data_time: 0.0137 memory: 9395 grad_norm: 2.1911 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1497 loss: 3.1497 2022/08/14 17:41:11 - mmengine - INFO - Epoch(train) [40][600/3757] lr: 1.0000e-01 eta: 2 days, 21:56:59 time: 0.3081 data_time: 0.0133 memory: 9395 grad_norm: 2.2298 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0873 loss: 3.0873 2022/08/14 17:41:42 - mmengine - INFO - Epoch(train) [40][700/3757] lr: 1.0000e-01 eta: 2 days, 21:56:29 time: 0.3103 data_time: 0.0135 memory: 9395 grad_norm: 2.0809 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9829 loss: 2.9829 2022/08/14 17:42:13 - mmengine - INFO - Epoch(train) [40][800/3757] lr: 1.0000e-01 eta: 2 days, 21:56:00 time: 0.3086 data_time: 0.0140 memory: 9395 grad_norm: 2.1848 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2531 loss: 3.2531 2022/08/14 17:42:44 - mmengine - INFO - Epoch(train) [40][900/3757] lr: 1.0000e-01 eta: 2 days, 21:55:30 time: 0.3097 data_time: 0.0142 memory: 9395 grad_norm: 2.1445 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1421 loss: 3.1421 2022/08/14 17:43:15 - mmengine - INFO - Epoch(train) [40][1000/3757] lr: 1.0000e-01 eta: 2 days, 21:55:00 time: 0.3111 data_time: 0.0138 memory: 9395 grad_norm: 2.1495 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0218 loss: 3.0218 2022/08/14 17:43:46 - mmengine - INFO - Epoch(train) [40][1100/3757] lr: 1.0000e-01 eta: 2 days, 21:54:31 time: 0.3115 data_time: 0.0134 memory: 9395 grad_norm: 2.1897 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2236 loss: 3.2236 2022/08/14 17:44:17 - mmengine - INFO - Epoch(train) [40][1200/3757] lr: 1.0000e-01 eta: 2 days, 21:54:00 time: 0.3095 data_time: 0.0145 memory: 9395 grad_norm: 2.1920 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3580 loss: 3.3580 2022/08/14 17:44:48 - mmengine - INFO - Epoch(train) [40][1300/3757] lr: 1.0000e-01 eta: 2 days, 21:53:30 time: 0.3110 data_time: 0.0155 memory: 9395 grad_norm: 2.1059 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9544 loss: 2.9544 2022/08/14 17:45:19 - mmengine - INFO - Epoch(train) [40][1400/3757] lr: 1.0000e-01 eta: 2 days, 21:53:00 time: 0.3093 data_time: 0.0138 memory: 9395 grad_norm: 2.1370 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8617 loss: 2.8617 2022/08/14 17:45:43 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 17:45:51 - mmengine - INFO - Epoch(train) [40][1500/3757] lr: 1.0000e-01 eta: 2 days, 21:52:30 time: 0.3127 data_time: 0.0152 memory: 9395 grad_norm: 2.1812 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1319 loss: 3.1319 2022/08/14 17:46:22 - mmengine - INFO - Epoch(train) [40][1600/3757] lr: 1.0000e-01 eta: 2 days, 21:51:59 time: 0.3078 data_time: 0.0129 memory: 9395 grad_norm: 2.2019 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8678 loss: 2.8678 2022/08/14 17:46:53 - mmengine - INFO - Epoch(train) [40][1700/3757] lr: 1.0000e-01 eta: 2 days, 21:51:29 time: 0.3093 data_time: 0.0140 memory: 9395 grad_norm: 2.1674 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9815 loss: 2.9815 2022/08/14 17:47:24 - mmengine - INFO - Epoch(train) [40][1800/3757] lr: 1.0000e-01 eta: 2 days, 21:51:00 time: 0.3094 data_time: 0.0140 memory: 9395 grad_norm: 2.1946 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1846 loss: 3.1846 2022/08/14 17:47:55 - mmengine - INFO - Epoch(train) [40][1900/3757] lr: 1.0000e-01 eta: 2 days, 21:50:30 time: 0.3097 data_time: 0.0135 memory: 9395 grad_norm: 2.1696 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8127 loss: 2.8127 2022/08/14 17:48:26 - mmengine - INFO - Epoch(train) [40][2000/3757] lr: 1.0000e-01 eta: 2 days, 21:50:00 time: 0.3122 data_time: 0.0131 memory: 9395 grad_norm: 2.2178 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2857 loss: 3.2857 2022/08/14 17:48:57 - mmengine - INFO - Epoch(train) [40][2100/3757] lr: 1.0000e-01 eta: 2 days, 21:49:30 time: 0.3107 data_time: 0.0142 memory: 9395 grad_norm: 2.1006 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1605 loss: 3.1605 2022/08/14 17:49:28 - mmengine - INFO - Epoch(train) [40][2200/3757] lr: 1.0000e-01 eta: 2 days, 21:49:00 time: 0.3115 data_time: 0.0163 memory: 9395 grad_norm: 2.1521 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2930 loss: 3.2930 2022/08/14 17:49:59 - mmengine - INFO - Epoch(train) [40][2300/3757] lr: 1.0000e-01 eta: 2 days, 21:48:30 time: 0.3097 data_time: 0.0142 memory: 9395 grad_norm: 2.1912 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.2612 loss: 3.2612 2022/08/14 17:50:31 - mmengine - INFO - Epoch(train) [40][2400/3757] lr: 1.0000e-01 eta: 2 days, 21:48:00 time: 0.3112 data_time: 0.0138 memory: 9395 grad_norm: 2.1650 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1722 loss: 3.1722 2022/08/14 17:50:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 17:51:02 - mmengine - INFO - Epoch(train) [40][2500/3757] lr: 1.0000e-01 eta: 2 days, 21:47:30 time: 0.3092 data_time: 0.0138 memory: 9395 grad_norm: 2.2040 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0474 loss: 3.0474 2022/08/14 17:51:33 - mmengine - INFO - Epoch(train) [40][2600/3757] lr: 1.0000e-01 eta: 2 days, 21:47:00 time: 0.3098 data_time: 0.0143 memory: 9395 grad_norm: 2.1457 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3406 loss: 3.3406 2022/08/14 17:52:04 - mmengine - INFO - Epoch(train) [40][2700/3757] lr: 1.0000e-01 eta: 2 days, 21:46:30 time: 0.3075 data_time: 0.0132 memory: 9395 grad_norm: 2.1519 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0472 loss: 3.0472 2022/08/14 17:52:35 - mmengine - INFO - Epoch(train) [40][2800/3757] lr: 1.0000e-01 eta: 2 days, 21:46:01 time: 0.3169 data_time: 0.0153 memory: 9395 grad_norm: 2.1298 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1857 loss: 3.1857 2022/08/14 17:53:06 - mmengine - INFO - Epoch(train) [40][2900/3757] lr: 1.0000e-01 eta: 2 days, 21:45:31 time: 0.3104 data_time: 0.0137 memory: 9395 grad_norm: 2.1241 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0789 loss: 3.0789 2022/08/14 17:53:37 - mmengine - INFO - Epoch(train) [40][3000/3757] lr: 1.0000e-01 eta: 2 days, 21:45:00 time: 0.3097 data_time: 0.0143 memory: 9395 grad_norm: 2.1897 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4681 loss: 3.4681 2022/08/14 17:54:08 - mmengine - INFO - Epoch(train) [40][3100/3757] lr: 1.0000e-01 eta: 2 days, 21:44:30 time: 0.3113 data_time: 0.0152 memory: 9395 grad_norm: 2.1761 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1367 loss: 3.1367 2022/08/14 17:54:39 - mmengine - INFO - Epoch(train) [40][3200/3757] lr: 1.0000e-01 eta: 2 days, 21:44:00 time: 0.3093 data_time: 0.0134 memory: 9395 grad_norm: 2.1290 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1933 loss: 3.1933 2022/08/14 17:55:10 - mmengine - INFO - Epoch(train) [40][3300/3757] lr: 1.0000e-01 eta: 2 days, 21:43:30 time: 0.3092 data_time: 0.0152 memory: 9395 grad_norm: 2.2055 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2139 loss: 3.2139 2022/08/14 17:55:42 - mmengine - INFO - Epoch(train) [40][3400/3757] lr: 1.0000e-01 eta: 2 days, 21:43:00 time: 0.3099 data_time: 0.0143 memory: 9395 grad_norm: 2.2417 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2612 loss: 3.2612 2022/08/14 17:56:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 17:56:13 - mmengine - INFO - Epoch(train) [40][3500/3757] lr: 1.0000e-01 eta: 2 days, 21:42:30 time: 0.3098 data_time: 0.0139 memory: 9395 grad_norm: 2.1797 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3894 loss: 3.3894 2022/08/14 17:56:44 - mmengine - INFO - Epoch(train) [40][3600/3757] lr: 1.0000e-01 eta: 2 days, 21:42:00 time: 0.3090 data_time: 0.0136 memory: 9395 grad_norm: 2.2206 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1315 loss: 3.1315 2022/08/14 17:57:15 - mmengine - INFO - Epoch(train) [40][3700/3757] lr: 1.0000e-01 eta: 2 days, 21:41:30 time: 0.3106 data_time: 0.0147 memory: 9395 grad_norm: 2.1631 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0207 loss: 3.0207 2022/08/14 17:57:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 17:57:33 - mmengine - INFO - Epoch(train) [40][3757/3757] lr: 1.0000e-01 eta: 2 days, 21:41:18 time: 0.3039 data_time: 0.0139 memory: 9395 grad_norm: 2.1959 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 3.1044 loss: 3.1044 2022/08/14 17:57:33 - mmengine - INFO - Saving checkpoint at 40 epochs 2022/08/14 17:57:53 - mmengine - INFO - Epoch(val) [40][100/310] eta: 0:00:39 time: 0.1870 data_time: 0.0937 memory: 1523 2022/08/14 17:58:10 - mmengine - INFO - Epoch(val) [40][200/310] eta: 0:00:16 time: 0.1480 data_time: 0.0536 memory: 1523 2022/08/14 17:58:26 - mmengine - INFO - Epoch(val) [40][300/310] eta: 0:00:01 time: 0.1617 data_time: 0.0670 memory: 1523 2022/08/14 17:58:29 - mmengine - INFO - Epoch(val) [40][310/310] acc/top1: 0.3699 acc/top5: 0.6566 acc/mean1: 0.3698 2022/08/14 17:59:01 - mmengine - INFO - Epoch(train) [41][100/3757] lr: 1.0000e-01 eta: 2 days, 21:40:21 time: 0.3075 data_time: 0.0125 memory: 9395 grad_norm: 2.2182 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0404 loss: 3.0404 2022/08/14 17:59:32 - mmengine - INFO - Epoch(train) [41][200/3757] lr: 1.0000e-01 eta: 2 days, 21:39:52 time: 0.3091 data_time: 0.0129 memory: 9395 grad_norm: 2.1859 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4823 loss: 3.4823 2022/08/14 18:00:08 - mmengine - INFO - Epoch(train) [41][300/3757] lr: 1.0000e-01 eta: 2 days, 21:39:46 time: 0.5336 data_time: 0.0193 memory: 9395 grad_norm: 2.2308 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2778 loss: 3.2778 2022/08/14 18:00:39 - mmengine - INFO - Epoch(train) [41][400/3757] lr: 1.0000e-01 eta: 2 days, 21:39:16 time: 0.3120 data_time: 0.0134 memory: 9395 grad_norm: 2.1832 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4206 loss: 3.4206 2022/08/14 18:01:10 - mmengine - INFO - Epoch(train) [41][500/3757] lr: 1.0000e-01 eta: 2 days, 21:38:45 time: 0.3095 data_time: 0.0146 memory: 9395 grad_norm: 2.1992 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4983 loss: 3.4983 2022/08/14 18:01:41 - mmengine - INFO - Epoch(train) [41][600/3757] lr: 1.0000e-01 eta: 2 days, 21:38:15 time: 0.3087 data_time: 0.0137 memory: 9395 grad_norm: 2.2119 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2323 loss: 3.2323 2022/08/14 18:02:12 - mmengine - INFO - Epoch(train) [41][700/3757] lr: 1.0000e-01 eta: 2 days, 21:37:46 time: 0.3089 data_time: 0.0138 memory: 9395 grad_norm: 2.1565 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3328 loss: 3.3328 2022/08/14 18:02:19 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 18:02:43 - mmengine - INFO - Epoch(train) [41][800/3757] lr: 1.0000e-01 eta: 2 days, 21:37:15 time: 0.3084 data_time: 0.0129 memory: 9395 grad_norm: 2.2219 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3441 loss: 3.3441 2022/08/14 18:03:14 - mmengine - INFO - Epoch(train) [41][900/3757] lr: 1.0000e-01 eta: 2 days, 21:36:46 time: 0.3088 data_time: 0.0136 memory: 9395 grad_norm: 2.2695 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0763 loss: 3.0763 2022/08/14 18:03:46 - mmengine - INFO - Epoch(train) [41][1000/3757] lr: 1.0000e-01 eta: 2 days, 21:36:15 time: 0.3092 data_time: 0.0138 memory: 9395 grad_norm: 2.1755 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.1902 loss: 3.1902 2022/08/14 18:04:17 - mmengine - INFO - Epoch(train) [41][1100/3757] lr: 1.0000e-01 eta: 2 days, 21:35:45 time: 0.3130 data_time: 0.0152 memory: 9395 grad_norm: 2.1645 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0890 loss: 3.0890 2022/08/14 18:04:48 - mmengine - INFO - Epoch(train) [41][1200/3757] lr: 1.0000e-01 eta: 2 days, 21:35:14 time: 0.3088 data_time: 0.0142 memory: 9395 grad_norm: 2.1411 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4863 loss: 3.4863 2022/08/14 18:05:19 - mmengine - INFO - Epoch(train) [41][1300/3757] lr: 1.0000e-01 eta: 2 days, 21:34:44 time: 0.3120 data_time: 0.0145 memory: 9395 grad_norm: 2.1838 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.5987 loss: 3.5987 2022/08/14 18:05:50 - mmengine - INFO - Epoch(train) [41][1400/3757] lr: 1.0000e-01 eta: 2 days, 21:34:14 time: 0.3092 data_time: 0.0130 memory: 9395 grad_norm: 2.1100 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.2733 loss: 3.2733 2022/08/14 18:06:21 - mmengine - INFO - Epoch(train) [41][1500/3757] lr: 1.0000e-01 eta: 2 days, 21:33:44 time: 0.3122 data_time: 0.0159 memory: 9395 grad_norm: 2.1532 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0672 loss: 3.0672 2022/08/14 18:06:52 - mmengine - INFO - Epoch(train) [41][1600/3757] lr: 1.0000e-01 eta: 2 days, 21:33:14 time: 0.3093 data_time: 0.0145 memory: 9395 grad_norm: 2.2325 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1063 loss: 3.1063 2022/08/14 18:07:23 - mmengine - INFO - Epoch(train) [41][1700/3757] lr: 1.0000e-01 eta: 2 days, 21:32:44 time: 0.3075 data_time: 0.0135 memory: 9395 grad_norm: 2.2010 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9973 loss: 2.9973 2022/08/14 18:07:29 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 18:07:54 - mmengine - INFO - Epoch(train) [41][1800/3757] lr: 1.0000e-01 eta: 2 days, 21:32:14 time: 0.3088 data_time: 0.0143 memory: 9395 grad_norm: 2.1999 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1943 loss: 3.1943 2022/08/14 18:08:25 - mmengine - INFO - Epoch(train) [41][1900/3757] lr: 1.0000e-01 eta: 2 days, 21:31:44 time: 0.3093 data_time: 0.0137 memory: 9395 grad_norm: 2.1663 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2169 loss: 3.2169 2022/08/14 18:08:56 - mmengine - INFO - Epoch(train) [41][2000/3757] lr: 1.0000e-01 eta: 2 days, 21:31:14 time: 0.3095 data_time: 0.0143 memory: 9395 grad_norm: 2.2163 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0741 loss: 3.0741 2022/08/14 18:09:28 - mmengine - INFO - Epoch(train) [41][2100/3757] lr: 1.0000e-01 eta: 2 days, 21:30:44 time: 0.3105 data_time: 0.0154 memory: 9395 grad_norm: 2.1717 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9900 loss: 2.9900 2022/08/14 18:09:59 - mmengine - INFO - Epoch(train) [41][2200/3757] lr: 1.0000e-01 eta: 2 days, 21:30:13 time: 0.3106 data_time: 0.0146 memory: 9395 grad_norm: 2.1610 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0361 loss: 3.0361 2022/08/14 18:10:30 - mmengine - INFO - Epoch(train) [41][2300/3757] lr: 1.0000e-01 eta: 2 days, 21:29:43 time: 0.3090 data_time: 0.0137 memory: 9395 grad_norm: 2.1182 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9749 loss: 2.9749 2022/08/14 18:11:01 - mmengine - INFO - Epoch(train) [41][2400/3757] lr: 1.0000e-01 eta: 2 days, 21:29:12 time: 0.3087 data_time: 0.0143 memory: 9395 grad_norm: 2.1664 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1595 loss: 3.1595 2022/08/14 18:11:32 - mmengine - INFO - Epoch(train) [41][2500/3757] lr: 1.0000e-01 eta: 2 days, 21:28:41 time: 0.3088 data_time: 0.0138 memory: 9395 grad_norm: 2.1254 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0570 loss: 3.0570 2022/08/14 18:12:03 - mmengine - INFO - Epoch(train) [41][2600/3757] lr: 1.0000e-01 eta: 2 days, 21:28:11 time: 0.3079 data_time: 0.0132 memory: 9395 grad_norm: 2.2134 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2224 loss: 3.2224 2022/08/14 18:12:34 - mmengine - INFO - Epoch(train) [41][2700/3757] lr: 1.0000e-01 eta: 2 days, 21:27:40 time: 0.3082 data_time: 0.0139 memory: 9395 grad_norm: 2.2110 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1917 loss: 3.1917 2022/08/14 18:12:40 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 18:13:05 - mmengine - INFO - Epoch(train) [41][2800/3757] lr: 1.0000e-01 eta: 2 days, 21:27:10 time: 0.3086 data_time: 0.0133 memory: 9395 grad_norm: 2.1833 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2596 loss: 3.2596 2022/08/14 18:13:36 - mmengine - INFO - Epoch(train) [41][2900/3757] lr: 1.0000e-01 eta: 2 days, 21:26:40 time: 0.3095 data_time: 0.0143 memory: 9395 grad_norm: 2.1591 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.5612 loss: 3.5612 2022/08/14 18:14:07 - mmengine - INFO - Epoch(train) [41][3000/3757] lr: 1.0000e-01 eta: 2 days, 21:26:10 time: 0.3109 data_time: 0.0144 memory: 9395 grad_norm: 2.2302 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.0685 loss: 3.0685 2022/08/14 18:14:38 - mmengine - INFO - Epoch(train) [41][3100/3757] lr: 1.0000e-01 eta: 2 days, 21:25:39 time: 0.3093 data_time: 0.0143 memory: 9395 grad_norm: 2.1975 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0932 loss: 3.0932 2022/08/14 18:15:09 - mmengine - INFO - Epoch(train) [41][3200/3757] lr: 1.0000e-01 eta: 2 days, 21:25:08 time: 0.3096 data_time: 0.0148 memory: 9395 grad_norm: 2.2230 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3366 loss: 3.3366 2022/08/14 18:15:40 - mmengine - INFO - Epoch(train) [41][3300/3757] lr: 1.0000e-01 eta: 2 days, 21:24:38 time: 0.3091 data_time: 0.0139 memory: 9395 grad_norm: 2.2532 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9910 loss: 2.9910 2022/08/14 18:16:11 - mmengine - INFO - Epoch(train) [41][3400/3757] lr: 1.0000e-01 eta: 2 days, 21:24:07 time: 0.3084 data_time: 0.0141 memory: 9395 grad_norm: 2.2198 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.4625 loss: 3.4625 2022/08/14 18:16:42 - mmengine - INFO - Epoch(train) [41][3500/3757] lr: 1.0000e-01 eta: 2 days, 21:23:36 time: 0.3088 data_time: 0.0148 memory: 9395 grad_norm: 2.2155 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0788 loss: 3.0788 2022/08/14 18:17:13 - mmengine - INFO - Epoch(train) [41][3600/3757] lr: 1.0000e-01 eta: 2 days, 21:23:05 time: 0.3082 data_time: 0.0142 memory: 9395 grad_norm: 2.1512 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9399 loss: 2.9399 2022/08/14 18:17:44 - mmengine - INFO - Epoch(train) [41][3700/3757] lr: 1.0000e-01 eta: 2 days, 21:22:35 time: 0.3096 data_time: 0.0141 memory: 9395 grad_norm: 2.1228 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2007 loss: 3.2007 2022/08/14 18:17:50 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 18:18:01 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 18:18:01 - mmengine - INFO - Epoch(train) [41][3757/3757] lr: 1.0000e-01 eta: 2 days, 21:22:23 time: 0.3051 data_time: 0.0147 memory: 9395 grad_norm: 2.2683 top1_acc: 0.4286 top5_acc: 0.5714 loss_cls: 3.2985 loss: 3.2985 2022/08/14 18:18:34 - mmengine - INFO - Epoch(train) [42][100/3757] lr: 1.0000e-01 eta: 2 days, 21:21:27 time: 0.3082 data_time: 0.0157 memory: 9395 grad_norm: 2.1422 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.2304 loss: 3.2304 2022/08/14 18:19:05 - mmengine - INFO - Epoch(train) [42][200/3757] lr: 1.0000e-01 eta: 2 days, 21:20:57 time: 0.3087 data_time: 0.0141 memory: 9395 grad_norm: 2.2524 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9025 loss: 2.9025 2022/08/14 18:19:36 - mmengine - INFO - Epoch(train) [42][300/3757] lr: 1.0000e-01 eta: 2 days, 21:20:26 time: 0.3091 data_time: 0.0133 memory: 9395 grad_norm: 2.1371 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2913 loss: 3.2913 2022/08/14 18:20:07 - mmengine - INFO - Epoch(train) [42][400/3757] lr: 1.0000e-01 eta: 2 days, 21:19:56 time: 0.3096 data_time: 0.0147 memory: 9395 grad_norm: 2.1850 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0855 loss: 3.0855 2022/08/14 18:20:38 - mmengine - INFO - Epoch(train) [42][500/3757] lr: 1.0000e-01 eta: 2 days, 21:19:25 time: 0.3080 data_time: 0.0142 memory: 9395 grad_norm: 2.1238 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1200 loss: 3.1200 2022/08/14 18:21:09 - mmengine - INFO - Epoch(train) [42][600/3757] lr: 1.0000e-01 eta: 2 days, 21:18:55 time: 0.3110 data_time: 0.0150 memory: 9395 grad_norm: 2.2599 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2572 loss: 3.2572 2022/08/14 18:21:40 - mmengine - INFO - Epoch(train) [42][700/3757] lr: 1.0000e-01 eta: 2 days, 21:18:24 time: 0.3091 data_time: 0.0130 memory: 9395 grad_norm: 2.1727 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9610 loss: 2.9610 2022/08/14 18:22:11 - mmengine - INFO - Epoch(train) [42][800/3757] lr: 1.0000e-01 eta: 2 days, 21:17:53 time: 0.3090 data_time: 0.0133 memory: 9395 grad_norm: 2.2097 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9140 loss: 2.9140 2022/08/14 18:22:42 - mmengine - INFO - Epoch(train) [42][900/3757] lr: 1.0000e-01 eta: 2 days, 21:17:23 time: 0.3129 data_time: 0.0156 memory: 9395 grad_norm: 2.1384 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1324 loss: 3.1324 2022/08/14 18:23:02 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 18:23:13 - mmengine - INFO - Epoch(train) [42][1000/3757] lr: 1.0000e-01 eta: 2 days, 21:16:53 time: 0.3086 data_time: 0.0139 memory: 9395 grad_norm: 2.2004 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4828 loss: 3.4828 2022/08/14 18:23:44 - mmengine - INFO - Epoch(train) [42][1100/3757] lr: 1.0000e-01 eta: 2 days, 21:16:22 time: 0.3097 data_time: 0.0137 memory: 9395 grad_norm: 2.2371 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1334 loss: 3.1334 2022/08/14 18:24:15 - mmengine - INFO - Epoch(train) [42][1200/3757] lr: 1.0000e-01 eta: 2 days, 21:15:52 time: 0.3090 data_time: 0.0134 memory: 9395 grad_norm: 2.2289 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2384 loss: 3.2384 2022/08/14 18:24:46 - mmengine - INFO - Epoch(train) [42][1300/3757] lr: 1.0000e-01 eta: 2 days, 21:15:21 time: 0.3080 data_time: 0.0129 memory: 9395 grad_norm: 2.1161 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1600 loss: 3.1600 2022/08/14 18:25:17 - mmengine - INFO - Epoch(train) [42][1400/3757] lr: 1.0000e-01 eta: 2 days, 21:14:51 time: 0.3132 data_time: 0.0135 memory: 9395 grad_norm: 2.2653 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1700 loss: 3.1700 2022/08/14 18:25:48 - mmengine - INFO - Epoch(train) [42][1500/3757] lr: 1.0000e-01 eta: 2 days, 21:14:20 time: 0.3092 data_time: 0.0156 memory: 9395 grad_norm: 2.1680 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1541 loss: 3.1541 2022/08/14 18:26:19 - mmengine - INFO - Epoch(train) [42][1600/3757] lr: 1.0000e-01 eta: 2 days, 21:13:49 time: 0.3076 data_time: 0.0143 memory: 9395 grad_norm: 2.1297 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0723 loss: 3.0723 2022/08/14 18:26:50 - mmengine - INFO - Epoch(train) [42][1700/3757] lr: 1.0000e-01 eta: 2 days, 21:13:19 time: 0.3106 data_time: 0.0144 memory: 9395 grad_norm: 2.1507 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1183 loss: 3.1183 2022/08/14 18:27:21 - mmengine - INFO - Epoch(train) [42][1800/3757] lr: 1.0000e-01 eta: 2 days, 21:12:49 time: 0.3083 data_time: 0.0134 memory: 9395 grad_norm: 2.1429 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2351 loss: 3.2351 2022/08/14 18:27:52 - mmengine - INFO - Epoch(train) [42][1900/3757] lr: 1.0000e-01 eta: 2 days, 21:12:19 time: 0.3081 data_time: 0.0142 memory: 9395 grad_norm: 2.2133 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.7600 loss: 2.7600 2022/08/14 18:28:12 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 18:28:23 - mmengine - INFO - Epoch(train) [42][2000/3757] lr: 1.0000e-01 eta: 2 days, 21:11:48 time: 0.3092 data_time: 0.0131 memory: 9395 grad_norm: 2.2015 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1856 loss: 3.1856 2022/08/14 18:28:54 - mmengine - INFO - Epoch(train) [42][2100/3757] lr: 1.0000e-01 eta: 2 days, 21:11:18 time: 0.3082 data_time: 0.0138 memory: 9395 grad_norm: 2.2483 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9484 loss: 2.9484 2022/08/14 18:29:26 - mmengine - INFO - Epoch(train) [42][2200/3757] lr: 1.0000e-01 eta: 2 days, 21:10:47 time: 0.3080 data_time: 0.0132 memory: 9395 grad_norm: 2.2264 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0505 loss: 3.0505 2022/08/14 18:29:57 - mmengine - INFO - Epoch(train) [42][2300/3757] lr: 1.0000e-01 eta: 2 days, 21:10:18 time: 0.3099 data_time: 0.0146 memory: 9395 grad_norm: 2.2427 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0337 loss: 3.0337 2022/08/14 18:30:28 - mmengine - INFO - Epoch(train) [42][2400/3757] lr: 1.0000e-01 eta: 2 days, 21:09:47 time: 0.3098 data_time: 0.0138 memory: 9395 grad_norm: 2.2223 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.4633 loss: 3.4633 2022/08/14 18:30:59 - mmengine - INFO - Epoch(train) [42][2500/3757] lr: 1.0000e-01 eta: 2 days, 21:09:17 time: 0.3096 data_time: 0.0135 memory: 9395 grad_norm: 2.1349 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8735 loss: 2.8735 2022/08/14 18:31:30 - mmengine - INFO - Epoch(train) [42][2600/3757] lr: 1.0000e-01 eta: 2 days, 21:08:48 time: 0.3171 data_time: 0.0147 memory: 9395 grad_norm: 2.2023 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3100 loss: 3.3100 2022/08/14 18:32:01 - mmengine - INFO - Epoch(train) [42][2700/3757] lr: 1.0000e-01 eta: 2 days, 21:08:17 time: 0.3112 data_time: 0.0145 memory: 9395 grad_norm: 2.1895 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1956 loss: 3.1956 2022/08/14 18:32:32 - mmengine - INFO - Epoch(train) [42][2800/3757] lr: 1.0000e-01 eta: 2 days, 21:07:47 time: 0.3092 data_time: 0.0149 memory: 9395 grad_norm: 2.1909 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2300 loss: 3.2300 2022/08/14 18:33:03 - mmengine - INFO - Epoch(train) [42][2900/3757] lr: 1.0000e-01 eta: 2 days, 21:07:17 time: 0.3101 data_time: 0.0138 memory: 9395 grad_norm: 2.1752 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3044 loss: 3.3044 2022/08/14 18:33:23 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 18:33:34 - mmengine - INFO - Epoch(train) [42][3000/3757] lr: 1.0000e-01 eta: 2 days, 21:06:46 time: 0.3087 data_time: 0.0132 memory: 9395 grad_norm: 2.1679 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.2282 loss: 3.2282 2022/08/14 18:34:05 - mmengine - INFO - Epoch(train) [42][3100/3757] lr: 1.0000e-01 eta: 2 days, 21:06:16 time: 0.3086 data_time: 0.0140 memory: 9395 grad_norm: 2.1267 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0734 loss: 3.0734 2022/08/14 18:34:36 - mmengine - INFO - Epoch(train) [42][3200/3757] lr: 1.0000e-01 eta: 2 days, 21:05:45 time: 0.3089 data_time: 0.0129 memory: 9395 grad_norm: 2.1278 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2557 loss: 3.2557 2022/08/14 18:35:07 - mmengine - INFO - Epoch(train) [42][3300/3757] lr: 1.0000e-01 eta: 2 days, 21:05:14 time: 0.3086 data_time: 0.0137 memory: 9395 grad_norm: 2.1972 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0314 loss: 3.0314 2022/08/14 18:35:38 - mmengine - INFO - Epoch(train) [42][3400/3757] lr: 1.0000e-01 eta: 2 days, 21:04:44 time: 0.3105 data_time: 0.0141 memory: 9395 grad_norm: 2.1723 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9338 loss: 2.9338 2022/08/14 18:36:09 - mmengine - INFO - Epoch(train) [42][3500/3757] lr: 1.0000e-01 eta: 2 days, 21:04:13 time: 0.3083 data_time: 0.0134 memory: 9395 grad_norm: 2.2235 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3878 loss: 3.3878 2022/08/14 18:36:40 - mmengine - INFO - Epoch(train) [42][3600/3757] lr: 1.0000e-01 eta: 2 days, 21:03:43 time: 0.3100 data_time: 0.0132 memory: 9395 grad_norm: 2.2019 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.0621 loss: 3.0621 2022/08/14 18:37:11 - mmengine - INFO - Epoch(train) [42][3700/3757] lr: 1.0000e-01 eta: 2 days, 21:03:12 time: 0.3080 data_time: 0.0136 memory: 9395 grad_norm: 2.2143 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0807 loss: 3.0807 2022/08/14 18:37:29 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 18:37:29 - mmengine - INFO - Epoch(train) [42][3757/3757] lr: 1.0000e-01 eta: 2 days, 21:03:00 time: 0.3041 data_time: 0.0140 memory: 9395 grad_norm: 2.1996 top1_acc: 0.2857 top5_acc: 0.7143 loss_cls: 3.1649 loss: 3.1649 2022/08/14 18:38:02 - mmengine - INFO - Epoch(train) [43][100/3757] lr: 1.0000e-01 eta: 2 days, 21:02:05 time: 0.3104 data_time: 0.0134 memory: 9395 grad_norm: 2.2177 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2487 loss: 3.2487 2022/08/14 18:38:33 - mmengine - INFO - Epoch(train) [43][200/3757] lr: 1.0000e-01 eta: 2 days, 21:01:36 time: 0.3094 data_time: 0.0144 memory: 9395 grad_norm: 2.1831 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3721 loss: 3.3721 2022/08/14 18:38:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 18:39:04 - mmengine - INFO - Epoch(train) [43][300/3757] lr: 1.0000e-01 eta: 2 days, 21:01:06 time: 0.3076 data_time: 0.0135 memory: 9395 grad_norm: 2.1928 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2612 loss: 3.2612 2022/08/14 18:39:35 - mmengine - INFO - Epoch(train) [43][400/3757] lr: 1.0000e-01 eta: 2 days, 21:00:36 time: 0.3086 data_time: 0.0134 memory: 9395 grad_norm: 2.2046 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6722 loss: 2.6722 2022/08/14 18:40:06 - mmengine - INFO - Epoch(train) [43][500/3757] lr: 1.0000e-01 eta: 2 days, 21:00:05 time: 0.3086 data_time: 0.0149 memory: 9395 grad_norm: 2.1594 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9351 loss: 2.9351 2022/08/14 18:40:37 - mmengine - INFO - Epoch(train) [43][600/3757] lr: 1.0000e-01 eta: 2 days, 20:59:34 time: 0.3109 data_time: 0.0134 memory: 9395 grad_norm: 2.1716 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1120 loss: 3.1120 2022/08/14 18:41:08 - mmengine - INFO - Epoch(train) [43][700/3757] lr: 1.0000e-01 eta: 2 days, 20:59:05 time: 0.3081 data_time: 0.0132 memory: 9395 grad_norm: 2.2356 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9145 loss: 2.9145 2022/08/14 18:41:39 - mmengine - INFO - Epoch(train) [43][800/3757] lr: 1.0000e-01 eta: 2 days, 20:58:35 time: 0.3104 data_time: 0.0144 memory: 9395 grad_norm: 2.2268 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3470 loss: 3.3470 2022/08/14 18:42:10 - mmengine - INFO - Epoch(train) [43][900/3757] lr: 1.0000e-01 eta: 2 days, 20:58:04 time: 0.3083 data_time: 0.0140 memory: 9395 grad_norm: 2.1105 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0882 loss: 3.0882 2022/08/14 18:42:42 - mmengine - INFO - Epoch(train) [43][1000/3757] lr: 1.0000e-01 eta: 2 days, 20:57:35 time: 0.3136 data_time: 0.0149 memory: 9395 grad_norm: 2.2101 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1540 loss: 3.1540 2022/08/14 18:43:13 - mmengine - INFO - Epoch(train) [43][1100/3757] lr: 1.0000e-01 eta: 2 days, 20:57:04 time: 0.3083 data_time: 0.0134 memory: 9395 grad_norm: 2.2100 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2143 loss: 3.2143 2022/08/14 18:43:44 - mmengine - INFO - Epoch(train) [43][1200/3757] lr: 1.0000e-01 eta: 2 days, 20:56:34 time: 0.3101 data_time: 0.0148 memory: 9395 grad_norm: 2.1692 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3615 loss: 3.3615 2022/08/14 18:43:46 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 18:44:15 - mmengine - INFO - Epoch(train) [43][1300/3757] lr: 1.0000e-01 eta: 2 days, 20:56:04 time: 0.3095 data_time: 0.0140 memory: 9395 grad_norm: 2.2147 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9971 loss: 2.9971 2022/08/14 18:44:46 - mmengine - INFO - Epoch(train) [43][1400/3757] lr: 1.0000e-01 eta: 2 days, 20:55:34 time: 0.3103 data_time: 0.0140 memory: 9395 grad_norm: 2.1578 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0249 loss: 3.0249 2022/08/14 18:45:17 - mmengine - INFO - Epoch(train) [43][1500/3757] lr: 1.0000e-01 eta: 2 days, 20:55:03 time: 0.3074 data_time: 0.0134 memory: 9395 grad_norm: 2.2276 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0504 loss: 3.0504 2022/08/14 18:45:48 - mmengine - INFO - Epoch(train) [43][1600/3757] lr: 1.0000e-01 eta: 2 days, 20:54:34 time: 0.3096 data_time: 0.0142 memory: 9395 grad_norm: 2.1620 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1202 loss: 3.1202 2022/08/14 18:46:19 - mmengine - INFO - Epoch(train) [43][1700/3757] lr: 1.0000e-01 eta: 2 days, 20:54:03 time: 0.3098 data_time: 0.0145 memory: 9395 grad_norm: 2.2034 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0158 loss: 3.0158 2022/08/14 18:46:50 - mmengine - INFO - Epoch(train) [43][1800/3757] lr: 1.0000e-01 eta: 2 days, 20:53:32 time: 0.3081 data_time: 0.0137 memory: 9395 grad_norm: 2.1542 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1536 loss: 3.1536 2022/08/14 18:47:21 - mmengine - INFO - Epoch(train) [43][1900/3757] lr: 1.0000e-01 eta: 2 days, 20:53:02 time: 0.3117 data_time: 0.0151 memory: 9395 grad_norm: 2.1585 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0505 loss: 3.0505 2022/08/14 18:47:52 - mmengine - INFO - Epoch(train) [43][2000/3757] lr: 1.0000e-01 eta: 2 days, 20:52:31 time: 0.3080 data_time: 0.0135 memory: 9395 grad_norm: 2.1958 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.9783 loss: 2.9783 2022/08/14 18:48:23 - mmengine - INFO - Epoch(train) [43][2100/3757] lr: 1.0000e-01 eta: 2 days, 20:52:01 time: 0.3115 data_time: 0.0143 memory: 9395 grad_norm: 2.1665 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1444 loss: 3.1444 2022/08/14 18:48:54 - mmengine - INFO - Epoch(train) [43][2200/3757] lr: 1.0000e-01 eta: 2 days, 20:51:30 time: 0.3079 data_time: 0.0143 memory: 9395 grad_norm: 2.2525 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4468 loss: 3.4468 2022/08/14 18:48:56 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 18:49:25 - mmengine - INFO - Epoch(train) [43][2300/3757] lr: 1.0000e-01 eta: 2 days, 20:51:00 time: 0.3086 data_time: 0.0131 memory: 9395 grad_norm: 2.2132 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2652 loss: 3.2652 2022/08/14 18:49:56 - mmengine - INFO - Epoch(train) [43][2400/3757] lr: 1.0000e-01 eta: 2 days, 20:50:30 time: 0.3084 data_time: 0.0132 memory: 9395 grad_norm: 2.1290 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1648 loss: 3.1648 2022/08/14 18:50:28 - mmengine - INFO - Epoch(train) [43][2500/3757] lr: 1.0000e-01 eta: 2 days, 20:50:00 time: 0.3089 data_time: 0.0131 memory: 9395 grad_norm: 2.2091 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2117 loss: 3.2117 2022/08/14 18:50:59 - mmengine - INFO - Epoch(train) [43][2600/3757] lr: 1.0000e-01 eta: 2 days, 20:49:29 time: 0.3113 data_time: 0.0143 memory: 9395 grad_norm: 2.1334 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9062 loss: 2.9062 2022/08/14 18:51:30 - mmengine - INFO - Epoch(train) [43][2700/3757] lr: 1.0000e-01 eta: 2 days, 20:48:59 time: 0.3099 data_time: 0.0135 memory: 9395 grad_norm: 2.2073 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9347 loss: 2.9347 2022/08/14 18:52:01 - mmengine - INFO - Epoch(train) [43][2800/3757] lr: 1.0000e-01 eta: 2 days, 20:48:29 time: 0.3109 data_time: 0.0148 memory: 9395 grad_norm: 2.0990 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3486 loss: 3.3486 2022/08/14 18:52:32 - mmengine - INFO - Epoch(train) [43][2900/3757] lr: 1.0000e-01 eta: 2 days, 20:47:59 time: 0.3091 data_time: 0.0136 memory: 9395 grad_norm: 2.1650 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3660 loss: 3.3660 2022/08/14 18:53:03 - mmengine - INFO - Epoch(train) [43][3000/3757] lr: 1.0000e-01 eta: 2 days, 20:47:28 time: 0.3109 data_time: 0.0146 memory: 9395 grad_norm: 2.2143 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.1978 loss: 3.1978 2022/08/14 18:53:34 - mmengine - INFO - Epoch(train) [43][3100/3757] lr: 1.0000e-01 eta: 2 days, 20:46:58 time: 0.3095 data_time: 0.0149 memory: 9395 grad_norm: 2.1362 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7538 loss: 2.7538 2022/08/14 18:54:05 - mmengine - INFO - Epoch(train) [43][3200/3757] lr: 1.0000e-01 eta: 2 days, 20:46:28 time: 0.3088 data_time: 0.0134 memory: 9395 grad_norm: 2.2124 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8551 loss: 2.8551 2022/08/14 18:54:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 18:54:36 - mmengine - INFO - Epoch(train) [43][3300/3757] lr: 1.0000e-01 eta: 2 days, 20:45:57 time: 0.3086 data_time: 0.0137 memory: 9395 grad_norm: 2.1938 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2105 loss: 3.2105 2022/08/14 18:55:07 - mmengine - INFO - Epoch(train) [43][3400/3757] lr: 1.0000e-01 eta: 2 days, 20:45:27 time: 0.3086 data_time: 0.0144 memory: 9395 grad_norm: 2.1880 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9490 loss: 2.9490 2022/08/14 18:55:38 - mmengine - INFO - Epoch(train) [43][3500/3757] lr: 1.0000e-01 eta: 2 days, 20:44:57 time: 0.3098 data_time: 0.0130 memory: 9395 grad_norm: 2.1637 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5767 loss: 3.5767 2022/08/14 18:56:09 - mmengine - INFO - Epoch(train) [43][3600/3757] lr: 1.0000e-01 eta: 2 days, 20:44:26 time: 0.3088 data_time: 0.0146 memory: 9395 grad_norm: 2.2052 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2794 loss: 3.2794 2022/08/14 18:56:40 - mmengine - INFO - Epoch(train) [43][3700/3757] lr: 1.0000e-01 eta: 2 days, 20:43:56 time: 0.3118 data_time: 0.0144 memory: 9395 grad_norm: 2.1804 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1162 loss: 3.1162 2022/08/14 18:56:58 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 18:56:58 - mmengine - INFO - Epoch(train) [43][3757/3757] lr: 1.0000e-01 eta: 2 days, 20:43:44 time: 0.3112 data_time: 0.0166 memory: 9395 grad_norm: 2.1456 top1_acc: 0.4286 top5_acc: 0.5714 loss_cls: 3.4203 loss: 3.4203 2022/08/14 18:57:31 - mmengine - INFO - Epoch(train) [44][100/3757] lr: 1.0000e-01 eta: 2 days, 20:42:51 time: 0.3093 data_time: 0.0142 memory: 9395 grad_norm: 2.1550 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1900 loss: 3.1900 2022/08/14 18:58:02 - mmengine - INFO - Epoch(train) [44][200/3757] lr: 1.0000e-01 eta: 2 days, 20:42:20 time: 0.3106 data_time: 0.0158 memory: 9395 grad_norm: 2.2106 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2496 loss: 3.2496 2022/08/14 18:58:33 - mmengine - INFO - Epoch(train) [44][300/3757] lr: 1.0000e-01 eta: 2 days, 20:41:49 time: 0.3091 data_time: 0.0141 memory: 9395 grad_norm: 2.1219 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2234 loss: 3.2234 2022/08/14 18:59:04 - mmengine - INFO - Epoch(train) [44][400/3757] lr: 1.0000e-01 eta: 2 days, 20:41:19 time: 0.3121 data_time: 0.0145 memory: 9395 grad_norm: 2.1791 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1912 loss: 3.1912 2022/08/14 18:59:19 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 18:59:35 - mmengine - INFO - Epoch(train) [44][500/3757] lr: 1.0000e-01 eta: 2 days, 20:40:48 time: 0.3086 data_time: 0.0139 memory: 9395 grad_norm: 2.1749 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4112 loss: 3.4112 2022/08/14 19:00:06 - mmengine - INFO - Epoch(train) [44][600/3757] lr: 1.0000e-01 eta: 2 days, 20:40:19 time: 0.3081 data_time: 0.0138 memory: 9395 grad_norm: 2.1466 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9355 loss: 2.9355 2022/08/14 19:00:37 - mmengine - INFO - Epoch(train) [44][700/3757] lr: 1.0000e-01 eta: 2 days, 20:39:48 time: 0.3085 data_time: 0.0139 memory: 9395 grad_norm: 2.1719 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1695 loss: 3.1695 2022/08/14 19:01:08 - mmengine - INFO - Epoch(train) [44][800/3757] lr: 1.0000e-01 eta: 2 days, 20:39:18 time: 0.3103 data_time: 0.0136 memory: 9395 grad_norm: 2.2608 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4848 loss: 3.4848 2022/08/14 19:01:39 - mmengine - INFO - Epoch(train) [44][900/3757] lr: 1.0000e-01 eta: 2 days, 20:38:47 time: 0.3100 data_time: 0.0156 memory: 9395 grad_norm: 2.1476 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4529 loss: 3.4529 2022/08/14 19:02:10 - mmengine - INFO - Epoch(train) [44][1000/3757] lr: 1.0000e-01 eta: 2 days, 20:38:17 time: 0.3095 data_time: 0.0137 memory: 9395 grad_norm: 2.1976 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1474 loss: 3.1474 2022/08/14 19:02:42 - mmengine - INFO - Epoch(train) [44][1100/3757] lr: 1.0000e-01 eta: 2 days, 20:37:47 time: 0.3113 data_time: 0.0151 memory: 9395 grad_norm: 2.2061 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1308 loss: 3.1308 2022/08/14 19:03:13 - mmengine - INFO - Epoch(train) [44][1200/3757] lr: 1.0000e-01 eta: 2 days, 20:37:17 time: 0.3097 data_time: 0.0143 memory: 9395 grad_norm: 2.1940 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1153 loss: 3.1153 2022/08/14 19:03:44 - mmengine - INFO - Epoch(train) [44][1300/3757] lr: 1.0000e-01 eta: 2 days, 20:36:46 time: 0.3112 data_time: 0.0157 memory: 9395 grad_norm: 2.2258 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0998 loss: 3.0998 2022/08/14 19:04:15 - mmengine - INFO - Epoch(train) [44][1400/3757] lr: 1.0000e-01 eta: 2 days, 20:36:16 time: 0.3083 data_time: 0.0134 memory: 9395 grad_norm: 2.1374 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4077 loss: 3.4077 2022/08/14 19:04:30 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 19:04:46 - mmengine - INFO - Epoch(train) [44][1500/3757] lr: 1.0000e-01 eta: 2 days, 20:35:45 time: 0.3079 data_time: 0.0144 memory: 9395 grad_norm: 2.1778 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3327 loss: 3.3327 2022/08/14 19:05:17 - mmengine - INFO - Epoch(train) [44][1600/3757] lr: 1.0000e-01 eta: 2 days, 20:35:15 time: 0.3083 data_time: 0.0135 memory: 9395 grad_norm: 2.1944 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1677 loss: 3.1677 2022/08/14 19:05:48 - mmengine - INFO - Epoch(train) [44][1700/3757] lr: 1.0000e-01 eta: 2 days, 20:34:44 time: 0.3096 data_time: 0.0139 memory: 9395 grad_norm: 2.1654 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9877 loss: 2.9877 2022/08/14 19:06:19 - mmengine - INFO - Epoch(train) [44][1800/3757] lr: 1.0000e-01 eta: 2 days, 20:34:13 time: 0.3124 data_time: 0.0146 memory: 9395 grad_norm: 2.0829 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1211 loss: 3.1211 2022/08/14 19:06:50 - mmengine - INFO - Epoch(train) [44][1900/3757] lr: 1.0000e-01 eta: 2 days, 20:33:43 time: 0.3088 data_time: 0.0136 memory: 9395 grad_norm: 2.0948 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3339 loss: 3.3339 2022/08/14 19:07:21 - mmengine - INFO - Epoch(train) [44][2000/3757] lr: 1.0000e-01 eta: 2 days, 20:33:13 time: 0.3103 data_time: 0.0142 memory: 9395 grad_norm: 2.2239 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2236 loss: 3.2236 2022/08/14 19:07:52 - mmengine - INFO - Epoch(train) [44][2100/3757] lr: 1.0000e-01 eta: 2 days, 20:32:42 time: 0.3112 data_time: 0.0155 memory: 9395 grad_norm: 2.1560 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1303 loss: 3.1303 2022/08/14 19:08:23 - mmengine - INFO - Epoch(train) [44][2200/3757] lr: 1.0000e-01 eta: 2 days, 20:32:12 time: 0.3084 data_time: 0.0136 memory: 9395 grad_norm: 2.1382 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0584 loss: 3.0584 2022/08/14 19:08:54 - mmengine - INFO - Epoch(train) [44][2300/3757] lr: 1.0000e-01 eta: 2 days, 20:31:42 time: 0.3094 data_time: 0.0149 memory: 9395 grad_norm: 2.1994 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4334 loss: 3.4334 2022/08/14 19:09:25 - mmengine - INFO - Epoch(train) [44][2400/3757] lr: 1.0000e-01 eta: 2 days, 20:31:12 time: 0.3080 data_time: 0.0127 memory: 9395 grad_norm: 2.2565 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0490 loss: 3.0490 2022/08/14 19:09:40 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 19:09:56 - mmengine - INFO - Epoch(train) [44][2500/3757] lr: 1.0000e-01 eta: 2 days, 20:30:41 time: 0.3083 data_time: 0.0140 memory: 9395 grad_norm: 2.1318 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8926 loss: 2.8926 2022/08/14 19:10:27 - mmengine - INFO - Epoch(train) [44][2600/3757] lr: 1.0000e-01 eta: 2 days, 20:30:10 time: 0.3088 data_time: 0.0140 memory: 9395 grad_norm: 2.2263 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4395 loss: 3.4395 2022/08/14 19:10:58 - mmengine - INFO - Epoch(train) [44][2700/3757] lr: 1.0000e-01 eta: 2 days, 20:29:40 time: 0.3088 data_time: 0.0138 memory: 9395 grad_norm: 2.1220 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.1477 loss: 3.1477 2022/08/14 19:11:29 - mmengine - INFO - Epoch(train) [44][2800/3757] lr: 1.0000e-01 eta: 2 days, 20:29:09 time: 0.3100 data_time: 0.0152 memory: 9395 grad_norm: 2.1412 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.1172 loss: 3.1172 2022/08/14 19:12:00 - mmengine - INFO - Epoch(train) [44][2900/3757] lr: 1.0000e-01 eta: 2 days, 20:28:38 time: 0.3091 data_time: 0.0140 memory: 9395 grad_norm: 2.1464 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2523 loss: 3.2523 2022/08/14 19:12:31 - mmengine - INFO - Epoch(train) [44][3000/3757] lr: 1.0000e-01 eta: 2 days, 20:28:07 time: 0.3097 data_time: 0.0151 memory: 9395 grad_norm: 2.1382 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2477 loss: 3.2477 2022/08/14 19:13:02 - mmengine - INFO - Epoch(train) [44][3100/3757] lr: 1.0000e-01 eta: 2 days, 20:27:36 time: 0.3082 data_time: 0.0134 memory: 9395 grad_norm: 2.2320 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 3.0229 loss: 3.0229 2022/08/14 19:13:33 - mmengine - INFO - Epoch(train) [44][3200/3757] lr: 1.0000e-01 eta: 2 days, 20:27:06 time: 0.3097 data_time: 0.0150 memory: 9395 grad_norm: 2.1624 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0807 loss: 3.0807 2022/08/14 19:14:04 - mmengine - INFO - Epoch(train) [44][3300/3757] lr: 1.0000e-01 eta: 2 days, 20:26:35 time: 0.3084 data_time: 0.0130 memory: 9395 grad_norm: 2.2020 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0748 loss: 3.0748 2022/08/14 19:14:35 - mmengine - INFO - Epoch(train) [44][3400/3757] lr: 1.0000e-01 eta: 2 days, 20:26:05 time: 0.3083 data_time: 0.0140 memory: 9395 grad_norm: 2.2532 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1938 loss: 3.1938 2022/08/14 19:14:50 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 19:15:06 - mmengine - INFO - Epoch(train) [44][3500/3757] lr: 1.0000e-01 eta: 2 days, 20:25:35 time: 0.3080 data_time: 0.0131 memory: 9395 grad_norm: 2.2304 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2147 loss: 3.2147 2022/08/14 19:15:37 - mmengine - INFO - Epoch(train) [44][3600/3757] lr: 1.0000e-01 eta: 2 days, 20:25:04 time: 0.3084 data_time: 0.0131 memory: 9395 grad_norm: 2.1769 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9079 loss: 2.9079 2022/08/14 19:16:08 - mmengine - INFO - Epoch(train) [44][3700/3757] lr: 1.0000e-01 eta: 2 days, 20:24:33 time: 0.3069 data_time: 0.0130 memory: 9395 grad_norm: 2.1830 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1073 loss: 3.1073 2022/08/14 19:16:26 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 19:16:26 - mmengine - INFO - Epoch(train) [44][3757/3757] lr: 1.0000e-01 eta: 2 days, 20:24:21 time: 0.3036 data_time: 0.0136 memory: 9395 grad_norm: 2.1659 top1_acc: 0.0000 top5_acc: 0.2857 loss_cls: 3.2603 loss: 3.2603 2022/08/14 19:16:26 - mmengine - INFO - Saving checkpoint at 44 epochs 2022/08/14 19:17:00 - mmengine - INFO - Epoch(train) [45][100/3757] lr: 1.0000e-01 eta: 2 days, 20:23:25 time: 0.3093 data_time: 0.0145 memory: 9395 grad_norm: 2.2254 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1816 loss: 3.1816 2022/08/14 19:17:31 - mmengine - INFO - Epoch(train) [45][200/3757] lr: 1.0000e-01 eta: 2 days, 20:22:54 time: 0.3097 data_time: 0.0129 memory: 9395 grad_norm: 2.1659 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1667 loss: 3.1667 2022/08/14 19:18:02 - mmengine - INFO - Epoch(train) [45][300/3757] lr: 1.0000e-01 eta: 2 days, 20:22:23 time: 0.3081 data_time: 0.0133 memory: 9395 grad_norm: 2.1958 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8635 loss: 2.8635 2022/08/14 19:18:32 - mmengine - INFO - Epoch(train) [45][400/3757] lr: 1.0000e-01 eta: 2 days, 20:21:53 time: 0.3098 data_time: 0.0144 memory: 9395 grad_norm: 2.1336 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9964 loss: 2.9964 2022/08/14 19:19:03 - mmengine - INFO - Epoch(train) [45][500/3757] lr: 1.0000e-01 eta: 2 days, 20:21:21 time: 0.3084 data_time: 0.0138 memory: 9395 grad_norm: 2.1938 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0724 loss: 3.0724 2022/08/14 19:19:34 - mmengine - INFO - Epoch(train) [45][600/3757] lr: 1.0000e-01 eta: 2 days, 20:20:51 time: 0.3103 data_time: 0.0143 memory: 9395 grad_norm: 2.1363 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9812 loss: 2.9812 2022/08/14 19:20:03 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 19:20:05 - mmengine - INFO - Epoch(train) [45][700/3757] lr: 1.0000e-01 eta: 2 days, 20:20:20 time: 0.3078 data_time: 0.0129 memory: 9395 grad_norm: 2.1964 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8407 loss: 2.8407 2022/08/14 19:20:36 - mmengine - INFO - Epoch(train) [45][800/3757] lr: 1.0000e-01 eta: 2 days, 20:19:49 time: 0.3086 data_time: 0.0137 memory: 9395 grad_norm: 2.2669 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9720 loss: 2.9720 2022/08/14 19:21:07 - mmengine - INFO - Epoch(train) [45][900/3757] lr: 1.0000e-01 eta: 2 days, 20:19:18 time: 0.3078 data_time: 0.0135 memory: 9395 grad_norm: 2.1640 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0418 loss: 3.0418 2022/08/14 19:21:38 - mmengine - INFO - Epoch(train) [45][1000/3757] lr: 1.0000e-01 eta: 2 days, 20:18:48 time: 0.3074 data_time: 0.0133 memory: 9395 grad_norm: 2.1717 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4546 loss: 3.4546 2022/08/14 19:22:09 - mmengine - INFO - Epoch(train) [45][1100/3757] lr: 1.0000e-01 eta: 2 days, 20:18:17 time: 0.3074 data_time: 0.0138 memory: 9395 grad_norm: 2.1875 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1270 loss: 3.1270 2022/08/14 19:22:40 - mmengine - INFO - Epoch(train) [45][1200/3757] lr: 1.0000e-01 eta: 2 days, 20:17:46 time: 0.3090 data_time: 0.0140 memory: 9395 grad_norm: 2.1914 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0019 loss: 3.0019 2022/08/14 19:23:11 - mmengine - INFO - Epoch(train) [45][1300/3757] lr: 1.0000e-01 eta: 2 days, 20:17:16 time: 0.3127 data_time: 0.0176 memory: 9395 grad_norm: 2.1569 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.8593 loss: 2.8593 2022/08/14 19:23:42 - mmengine - INFO - Epoch(train) [45][1400/3757] lr: 1.0000e-01 eta: 2 days, 20:16:45 time: 0.3093 data_time: 0.0140 memory: 9395 grad_norm: 2.2365 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.3002 loss: 3.3002 2022/08/14 19:24:13 - mmengine - INFO - Epoch(train) [45][1500/3757] lr: 1.0000e-01 eta: 2 days, 20:16:14 time: 0.3099 data_time: 0.0140 memory: 9395 grad_norm: 2.2239 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9711 loss: 2.9711 2022/08/14 19:24:44 - mmengine - INFO - Epoch(train) [45][1600/3757] lr: 1.0000e-01 eta: 2 days, 20:15:43 time: 0.3100 data_time: 0.0139 memory: 9395 grad_norm: 2.2323 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2265 loss: 3.2265 2022/08/14 19:25:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 19:25:15 - mmengine - INFO - Epoch(train) [45][1700/3757] lr: 1.0000e-01 eta: 2 days, 20:15:12 time: 0.3091 data_time: 0.0133 memory: 9395 grad_norm: 2.2718 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1682 loss: 3.1682 2022/08/14 19:25:46 - mmengine - INFO - Epoch(train) [45][1800/3757] lr: 1.0000e-01 eta: 2 days, 20:14:42 time: 0.3098 data_time: 0.0134 memory: 9395 grad_norm: 2.1994 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1254 loss: 3.1254 2022/08/14 19:26:17 - mmengine - INFO - Epoch(train) [45][1900/3757] lr: 1.0000e-01 eta: 2 days, 20:14:11 time: 0.3079 data_time: 0.0137 memory: 9395 grad_norm: 2.2826 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.0872 loss: 3.0872 2022/08/14 19:26:48 - mmengine - INFO - Epoch(train) [45][2000/3757] lr: 1.0000e-01 eta: 2 days, 20:13:40 time: 0.3076 data_time: 0.0137 memory: 9395 grad_norm: 2.1882 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.3604 loss: 3.3604 2022/08/14 19:27:19 - mmengine - INFO - Epoch(train) [45][2100/3757] lr: 1.0000e-01 eta: 2 days, 20:13:10 time: 0.3068 data_time: 0.0136 memory: 9395 grad_norm: 2.2305 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.8822 loss: 2.8822 2022/08/14 19:27:50 - mmengine - INFO - Epoch(train) [45][2200/3757] lr: 1.0000e-01 eta: 2 days, 20:12:39 time: 0.3078 data_time: 0.0139 memory: 9395 grad_norm: 2.2235 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2099 loss: 3.2099 2022/08/14 19:28:21 - mmengine - INFO - Epoch(train) [45][2300/3757] lr: 1.0000e-01 eta: 2 days, 20:12:08 time: 0.3080 data_time: 0.0135 memory: 9395 grad_norm: 2.1414 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9345 loss: 2.9345 2022/08/14 19:28:52 - mmengine - INFO - Epoch(train) [45][2400/3757] lr: 1.0000e-01 eta: 2 days, 20:11:37 time: 0.3090 data_time: 0.0140 memory: 9395 grad_norm: 2.1226 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.3975 loss: 3.3975 2022/08/14 19:29:23 - mmengine - INFO - Epoch(train) [45][2500/3757] lr: 1.0000e-01 eta: 2 days, 20:11:06 time: 0.3072 data_time: 0.0138 memory: 9395 grad_norm: 2.2248 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1847 loss: 3.1847 2022/08/14 19:29:54 - mmengine - INFO - Epoch(train) [45][2600/3757] lr: 1.0000e-01 eta: 2 days, 20:10:35 time: 0.3101 data_time: 0.0140 memory: 9395 grad_norm: 2.1830 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1721 loss: 3.1721 2022/08/14 19:30:22 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 19:30:25 - mmengine - INFO - Epoch(train) [45][2700/3757] lr: 1.0000e-01 eta: 2 days, 20:10:05 time: 0.3114 data_time: 0.0147 memory: 9395 grad_norm: 2.2475 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0161 loss: 3.0161 2022/08/14 19:30:56 - mmengine - INFO - Epoch(train) [45][2800/3757] lr: 1.0000e-01 eta: 2 days, 20:09:35 time: 0.3213 data_time: 0.0136 memory: 9395 grad_norm: 2.1764 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0822 loss: 3.0822 2022/08/14 19:31:27 - mmengine - INFO - Epoch(train) [45][2900/3757] lr: 1.0000e-01 eta: 2 days, 20:09:05 time: 0.3085 data_time: 0.0134 memory: 9395 grad_norm: 2.1971 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3450 loss: 3.3450 2022/08/14 19:31:58 - mmengine - INFO - Epoch(train) [45][3000/3757] lr: 1.0000e-01 eta: 2 days, 20:08:35 time: 0.3084 data_time: 0.0137 memory: 9395 grad_norm: 2.1707 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.0135 loss: 3.0135 2022/08/14 19:32:29 - mmengine - INFO - Epoch(train) [45][3100/3757] lr: 1.0000e-01 eta: 2 days, 20:08:04 time: 0.3092 data_time: 0.0129 memory: 9395 grad_norm: 2.2459 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3103 loss: 3.3103 2022/08/14 19:33:00 - mmengine - INFO - Epoch(train) [45][3200/3757] lr: 1.0000e-01 eta: 2 days, 20:07:33 time: 0.3080 data_time: 0.0142 memory: 9395 grad_norm: 2.1960 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9711 loss: 2.9711 2022/08/14 19:33:31 - mmengine - INFO - Epoch(train) [45][3300/3757] lr: 1.0000e-01 eta: 2 days, 20:07:02 time: 0.3091 data_time: 0.0134 memory: 9395 grad_norm: 2.2321 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1135 loss: 3.1135 2022/08/14 19:34:02 - mmengine - INFO - Epoch(train) [45][3400/3757] lr: 1.0000e-01 eta: 2 days, 20:06:32 time: 0.3093 data_time: 0.0144 memory: 9395 grad_norm: 2.1860 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.1669 loss: 3.1669 2022/08/14 19:34:33 - mmengine - INFO - Epoch(train) [45][3500/3757] lr: 1.0000e-01 eta: 2 days, 20:06:01 time: 0.3090 data_time: 0.0139 memory: 9395 grad_norm: 2.2000 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0284 loss: 3.0284 2022/08/14 19:35:04 - mmengine - INFO - Epoch(train) [45][3600/3757] lr: 1.0000e-01 eta: 2 days, 20:05:30 time: 0.3120 data_time: 0.0152 memory: 9395 grad_norm: 2.1430 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1039 loss: 3.1039 2022/08/14 19:35:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 19:35:35 - mmengine - INFO - Epoch(train) [45][3700/3757] lr: 1.0000e-01 eta: 2 days, 20:04:59 time: 0.3084 data_time: 0.0136 memory: 9395 grad_norm: 2.1553 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2678 loss: 3.2678 2022/08/14 19:35:53 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 19:35:53 - mmengine - INFO - Epoch(train) [45][3757/3757] lr: 1.0000e-01 eta: 2 days, 20:04:47 time: 0.3072 data_time: 0.0150 memory: 9395 grad_norm: 2.1919 top1_acc: 0.4286 top5_acc: 0.5714 loss_cls: 3.0088 loss: 3.0088 2022/08/14 19:36:10 - mmengine - INFO - Epoch(val) [45][100/310] eta: 0:00:37 time: 0.1778 data_time: 0.0831 memory: 1523 2022/08/14 19:36:28 - mmengine - INFO - Epoch(val) [45][200/310] eta: 0:00:16 time: 0.1516 data_time: 0.0571 memory: 1523 2022/08/14 19:36:44 - mmengine - INFO - Epoch(val) [45][300/310] eta: 0:00:01 time: 0.1670 data_time: 0.0730 memory: 1523 2022/08/14 19:36:48 - mmengine - INFO - Epoch(val) [45][310/310] acc/top1: 0.3690 acc/top5: 0.6495 acc/mean1: 0.3689 2022/08/14 19:37:21 - mmengine - INFO - Epoch(train) [46][100/3757] lr: 1.0000e-01 eta: 2 days, 20:03:52 time: 0.3071 data_time: 0.0136 memory: 9395 grad_norm: 2.2276 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1809 loss: 3.1809 2022/08/14 19:37:52 - mmengine - INFO - Epoch(train) [46][200/3757] lr: 1.0000e-01 eta: 2 days, 20:03:21 time: 0.3097 data_time: 0.0152 memory: 9395 grad_norm: 2.2238 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1008 loss: 3.1008 2022/08/14 19:38:23 - mmengine - INFO - Epoch(train) [46][300/3757] lr: 1.0000e-01 eta: 2 days, 20:02:50 time: 0.3093 data_time: 0.0138 memory: 9395 grad_norm: 2.2228 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1213 loss: 3.1213 2022/08/14 19:38:54 - mmengine - INFO - Epoch(train) [46][400/3757] lr: 1.0000e-01 eta: 2 days, 20:02:20 time: 0.3079 data_time: 0.0154 memory: 9395 grad_norm: 2.1927 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0494 loss: 3.0494 2022/08/14 19:39:25 - mmengine - INFO - Epoch(train) [46][500/3757] lr: 1.0000e-01 eta: 2 days, 20:01:49 time: 0.3092 data_time: 0.0146 memory: 9395 grad_norm: 2.1414 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 3.1126 loss: 3.1126 2022/08/14 19:39:56 - mmengine - INFO - Epoch(train) [46][600/3757] lr: 1.0000e-01 eta: 2 days, 20:01:18 time: 0.3087 data_time: 0.0144 memory: 9395 grad_norm: 2.2479 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.5688 loss: 3.5688 2022/08/14 19:40:27 - mmengine - INFO - Epoch(train) [46][700/3757] lr: 1.0000e-01 eta: 2 days, 20:00:48 time: 0.3121 data_time: 0.0137 memory: 9395 grad_norm: 2.1523 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8393 loss: 2.8393 2022/08/14 19:40:58 - mmengine - INFO - Epoch(train) [46][800/3757] lr: 1.0000e-01 eta: 2 days, 20:00:17 time: 0.3089 data_time: 0.0141 memory: 9395 grad_norm: 2.1524 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9473 loss: 2.9473 2022/08/14 19:41:28 - mmengine - INFO - Epoch(train) [46][900/3757] lr: 1.0000e-01 eta: 2 days, 19:59:46 time: 0.3081 data_time: 0.0134 memory: 9395 grad_norm: 2.1545 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9990 loss: 2.9990 2022/08/14 19:41:39 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 19:41:59 - mmengine - INFO - Epoch(train) [46][1000/3757] lr: 1.0000e-01 eta: 2 days, 19:59:16 time: 0.3074 data_time: 0.0135 memory: 9395 grad_norm: 2.2653 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9500 loss: 2.9500 2022/08/14 19:42:30 - mmengine - INFO - Epoch(train) [46][1100/3757] lr: 1.0000e-01 eta: 2 days, 19:58:45 time: 0.3095 data_time: 0.0140 memory: 9395 grad_norm: 2.1152 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4080 loss: 3.4080 2022/08/14 19:43:01 - mmengine - INFO - Epoch(train) [46][1200/3757] lr: 1.0000e-01 eta: 2 days, 19:58:14 time: 0.3086 data_time: 0.0138 memory: 9395 grad_norm: 2.2330 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2249 loss: 3.2249 2022/08/14 19:43:32 - mmengine - INFO - Epoch(train) [46][1300/3757] lr: 1.0000e-01 eta: 2 days, 19:57:44 time: 0.3128 data_time: 0.0142 memory: 9395 grad_norm: 2.0807 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0841 loss: 3.0841 2022/08/14 19:44:03 - mmengine - INFO - Epoch(train) [46][1400/3757] lr: 1.0000e-01 eta: 2 days, 19:57:13 time: 0.3080 data_time: 0.0129 memory: 9395 grad_norm: 2.1765 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0614 loss: 3.0614 2022/08/14 19:44:34 - mmengine - INFO - Epoch(train) [46][1500/3757] lr: 1.0000e-01 eta: 2 days, 19:56:42 time: 0.3105 data_time: 0.0143 memory: 9395 grad_norm: 2.1645 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.6569 loss: 2.6569 2022/08/14 19:45:05 - mmengine - INFO - Epoch(train) [46][1600/3757] lr: 1.0000e-01 eta: 2 days, 19:56:11 time: 0.3091 data_time: 0.0131 memory: 9395 grad_norm: 2.2554 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7342 loss: 2.7342 2022/08/14 19:45:36 - mmengine - INFO - Epoch(train) [46][1700/3757] lr: 1.0000e-01 eta: 2 days, 19:55:40 time: 0.3088 data_time: 0.0141 memory: 9395 grad_norm: 2.1550 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1683 loss: 3.1683 2022/08/14 19:46:07 - mmengine - INFO - Epoch(train) [46][1800/3757] lr: 1.0000e-01 eta: 2 days, 19:55:09 time: 0.3078 data_time: 0.0135 memory: 9395 grad_norm: 2.2229 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3590 loss: 3.3590 2022/08/14 19:46:38 - mmengine - INFO - Epoch(train) [46][1900/3757] lr: 1.0000e-01 eta: 2 days, 19:54:39 time: 0.3085 data_time: 0.0131 memory: 9395 grad_norm: 2.1629 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4404 loss: 3.4404 2022/08/14 19:46:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 19:47:09 - mmengine - INFO - Epoch(train) [46][2000/3757] lr: 1.0000e-01 eta: 2 days, 19:54:08 time: 0.3079 data_time: 0.0135 memory: 9395 grad_norm: 2.2599 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0361 loss: 3.0361 2022/08/14 19:47:40 - mmengine - INFO - Epoch(train) [46][2100/3757] lr: 1.0000e-01 eta: 2 days, 19:53:37 time: 0.3093 data_time: 0.0140 memory: 9395 grad_norm: 2.1667 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1272 loss: 3.1272 2022/08/14 19:48:11 - mmengine - INFO - Epoch(train) [46][2200/3757] lr: 1.0000e-01 eta: 2 days, 19:53:06 time: 0.3093 data_time: 0.0141 memory: 9395 grad_norm: 2.1660 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1531 loss: 3.1531 2022/08/14 19:48:42 - mmengine - INFO - Epoch(train) [46][2300/3757] lr: 1.0000e-01 eta: 2 days, 19:52:36 time: 0.3143 data_time: 0.0163 memory: 9395 grad_norm: 2.1969 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2448 loss: 3.2448 2022/08/14 19:49:13 - mmengine - INFO - Epoch(train) [46][2400/3757] lr: 1.0000e-01 eta: 2 days, 19:52:05 time: 0.3105 data_time: 0.0146 memory: 9395 grad_norm: 2.1613 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1230 loss: 3.1230 2022/08/14 19:49:44 - mmengine - INFO - Epoch(train) [46][2500/3757] lr: 1.0000e-01 eta: 2 days, 19:51:34 time: 0.3083 data_time: 0.0134 memory: 9395 grad_norm: 2.1556 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0736 loss: 3.0736 2022/08/14 19:50:15 - mmengine - INFO - Epoch(train) [46][2600/3757] lr: 1.0000e-01 eta: 2 days, 19:51:03 time: 0.3077 data_time: 0.0141 memory: 9395 grad_norm: 2.2151 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.2677 loss: 3.2677 2022/08/14 19:50:46 - mmengine - INFO - Epoch(train) [46][2700/3757] lr: 1.0000e-01 eta: 2 days, 19:50:32 time: 0.3106 data_time: 0.0144 memory: 9395 grad_norm: 2.2363 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.3407 loss: 3.3407 2022/08/14 19:51:17 - mmengine - INFO - Epoch(train) [46][2800/3757] lr: 1.0000e-01 eta: 2 days, 19:50:01 time: 0.3099 data_time: 0.0130 memory: 9395 grad_norm: 2.1692 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1399 loss: 3.1399 2022/08/14 19:51:48 - mmengine - INFO - Epoch(train) [46][2900/3757] lr: 1.0000e-01 eta: 2 days, 19:49:30 time: 0.3089 data_time: 0.0135 memory: 9395 grad_norm: 2.1131 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8949 loss: 2.8949 2022/08/14 19:51:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 19:52:19 - mmengine - INFO - Epoch(train) [46][3000/3757] lr: 1.0000e-01 eta: 2 days, 19:48:59 time: 0.3066 data_time: 0.0131 memory: 9395 grad_norm: 2.1830 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2887 loss: 3.2887 2022/08/14 19:52:50 - mmengine - INFO - Epoch(train) [46][3100/3757] lr: 1.0000e-01 eta: 2 days, 19:48:28 time: 0.3082 data_time: 0.0132 memory: 9395 grad_norm: 2.1007 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.0156 loss: 3.0156 2022/08/14 19:53:21 - mmengine - INFO - Epoch(train) [46][3200/3757] lr: 1.0000e-01 eta: 2 days, 19:47:57 time: 0.3079 data_time: 0.0131 memory: 9395 grad_norm: 2.1950 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7956 loss: 2.7956 2022/08/14 19:53:52 - mmengine - INFO - Epoch(train) [46][3300/3757] lr: 1.0000e-01 eta: 2 days, 19:47:26 time: 0.3075 data_time: 0.0138 memory: 9395 grad_norm: 2.1860 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0580 loss: 3.0580 2022/08/14 19:54:23 - mmengine - INFO - Epoch(train) [46][3400/3757] lr: 1.0000e-01 eta: 2 days, 19:46:55 time: 0.3089 data_time: 0.0141 memory: 9395 grad_norm: 2.1262 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1673 loss: 3.1673 2022/08/14 19:54:53 - mmengine - INFO - Epoch(train) [46][3500/3757] lr: 1.0000e-01 eta: 2 days, 19:46:25 time: 0.3084 data_time: 0.0136 memory: 9395 grad_norm: 2.1931 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2829 loss: 3.2829 2022/08/14 19:55:25 - mmengine - INFO - Epoch(train) [46][3600/3757] lr: 1.0000e-01 eta: 2 days, 19:45:54 time: 0.3106 data_time: 0.0135 memory: 9395 grad_norm: 2.2002 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1326 loss: 3.1326 2022/08/14 19:55:56 - mmengine - INFO - Epoch(train) [46][3700/3757] lr: 1.0000e-01 eta: 2 days, 19:45:23 time: 0.3069 data_time: 0.0134 memory: 9395 grad_norm: 2.1497 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1495 loss: 3.1495 2022/08/14 19:56:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 19:56:13 - mmengine - INFO - Epoch(train) [46][3757/3757] lr: 1.0000e-01 eta: 2 days, 19:45:11 time: 0.3083 data_time: 0.0156 memory: 9395 grad_norm: 2.2248 top1_acc: 0.1429 top5_acc: 0.5714 loss_cls: 3.1570 loss: 3.1570 2022/08/14 19:56:46 - mmengine - INFO - Epoch(train) [47][100/3757] lr: 1.0000e-01 eta: 2 days, 19:44:20 time: 0.3082 data_time: 0.0131 memory: 9395 grad_norm: 2.2281 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0161 loss: 3.0161 2022/08/14 19:57:10 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 19:57:17 - mmengine - INFO - Epoch(train) [47][200/3757] lr: 1.0000e-01 eta: 2 days, 19:43:50 time: 0.3104 data_time: 0.0144 memory: 9395 grad_norm: 2.2051 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1728 loss: 3.1728 2022/08/14 19:57:48 - mmengine - INFO - Epoch(train) [47][300/3757] lr: 1.0000e-01 eta: 2 days, 19:43:19 time: 0.3081 data_time: 0.0128 memory: 9395 grad_norm: 2.2412 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8950 loss: 2.8950 2022/08/14 19:58:19 - mmengine - INFO - Epoch(train) [47][400/3757] lr: 1.0000e-01 eta: 2 days, 19:42:48 time: 0.3077 data_time: 0.0130 memory: 9395 grad_norm: 2.1865 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7389 loss: 2.7389 2022/08/14 19:58:50 - mmengine - INFO - Epoch(train) [47][500/3757] lr: 1.0000e-01 eta: 2 days, 19:42:17 time: 0.3081 data_time: 0.0137 memory: 9395 grad_norm: 2.1999 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1687 loss: 3.1687 2022/08/14 19:59:21 - mmengine - INFO - Epoch(train) [47][600/3757] lr: 1.0000e-01 eta: 2 days, 19:41:46 time: 0.3088 data_time: 0.0134 memory: 9395 grad_norm: 2.2109 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2746 loss: 3.2746 2022/08/14 19:59:52 - mmengine - INFO - Epoch(train) [47][700/3757] lr: 1.0000e-01 eta: 2 days, 19:41:15 time: 0.3074 data_time: 0.0131 memory: 9395 grad_norm: 2.2190 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3653 loss: 3.3653 2022/08/14 20:00:23 - mmengine - INFO - Epoch(train) [47][800/3757] lr: 1.0000e-01 eta: 2 days, 19:40:44 time: 0.3077 data_time: 0.0133 memory: 9395 grad_norm: 2.1793 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3465 loss: 3.3465 2022/08/14 20:00:54 - mmengine - INFO - Epoch(train) [47][900/3757] lr: 1.0000e-01 eta: 2 days, 19:40:14 time: 0.3101 data_time: 0.0141 memory: 9395 grad_norm: 2.2287 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0428 loss: 3.0428 2022/08/14 20:01:25 - mmengine - INFO - Epoch(train) [47][1000/3757] lr: 1.0000e-01 eta: 2 days, 19:39:43 time: 0.3101 data_time: 0.0140 memory: 9395 grad_norm: 2.2064 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1333 loss: 3.1333 2022/08/14 20:01:56 - mmengine - INFO - Epoch(train) [47][1100/3757] lr: 1.0000e-01 eta: 2 days, 19:39:12 time: 0.3073 data_time: 0.0129 memory: 9395 grad_norm: 2.1975 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2087 loss: 3.2087 2022/08/14 20:02:20 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 20:02:27 - mmengine - INFO - Epoch(train) [47][1200/3757] lr: 1.0000e-01 eta: 2 days, 19:38:41 time: 0.3111 data_time: 0.0146 memory: 9395 grad_norm: 2.1624 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1329 loss: 3.1329 2022/08/14 20:02:58 - mmengine - INFO - Epoch(train) [47][1300/3757] lr: 1.0000e-01 eta: 2 days, 19:38:11 time: 0.3084 data_time: 0.0131 memory: 9395 grad_norm: 2.2485 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2523 loss: 3.2523 2022/08/14 20:03:29 - mmengine - INFO - Epoch(train) [47][1400/3757] lr: 1.0000e-01 eta: 2 days, 19:37:40 time: 0.3102 data_time: 0.0151 memory: 9395 grad_norm: 2.1329 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0158 loss: 3.0158 2022/08/14 20:04:00 - mmengine - INFO - Epoch(train) [47][1500/3757] lr: 1.0000e-01 eta: 2 days, 19:37:09 time: 0.3064 data_time: 0.0134 memory: 9395 grad_norm: 2.2660 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2498 loss: 3.2498 2022/08/14 20:04:31 - mmengine - INFO - Epoch(train) [47][1600/3757] lr: 1.0000e-01 eta: 2 days, 19:36:38 time: 0.3077 data_time: 0.0138 memory: 9395 grad_norm: 2.1779 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9397 loss: 2.9397 2022/08/14 20:05:02 - mmengine - INFO - Epoch(train) [47][1700/3757] lr: 1.0000e-01 eta: 2 days, 19:36:07 time: 0.3075 data_time: 0.0132 memory: 9395 grad_norm: 2.1686 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0480 loss: 3.0480 2022/08/14 20:05:33 - mmengine - INFO - Epoch(train) [47][1800/3757] lr: 1.0000e-01 eta: 2 days, 19:35:36 time: 0.3079 data_time: 0.0129 memory: 9395 grad_norm: 2.1974 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1947 loss: 3.1947 2022/08/14 20:06:04 - mmengine - INFO - Epoch(train) [47][1900/3757] lr: 1.0000e-01 eta: 2 days, 19:35:06 time: 0.3097 data_time: 0.0144 memory: 9395 grad_norm: 2.1399 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0968 loss: 3.0968 2022/08/14 20:06:35 - mmengine - INFO - Epoch(train) [47][2000/3757] lr: 1.0000e-01 eta: 2 days, 19:34:35 time: 0.3075 data_time: 0.0138 memory: 9395 grad_norm: 2.1484 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2159 loss: 3.2159 2022/08/14 20:07:06 - mmengine - INFO - Epoch(train) [47][2100/3757] lr: 1.0000e-01 eta: 2 days, 19:34:04 time: 0.3112 data_time: 0.0145 memory: 9395 grad_norm: 2.2544 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2072 loss: 3.2072 2022/08/14 20:07:30 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 20:07:37 - mmengine - INFO - Epoch(train) [47][2200/3757] lr: 1.0000e-01 eta: 2 days, 19:33:33 time: 0.3073 data_time: 0.0131 memory: 9395 grad_norm: 2.2480 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.1086 loss: 3.1086 2022/08/14 20:08:07 - mmengine - INFO - Epoch(train) [47][2300/3757] lr: 1.0000e-01 eta: 2 days, 19:33:03 time: 0.3105 data_time: 0.0151 memory: 9395 grad_norm: 2.1827 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.2706 loss: 3.2706 2022/08/14 20:08:38 - mmengine - INFO - Epoch(train) [47][2400/3757] lr: 1.0000e-01 eta: 2 days, 19:32:32 time: 0.3083 data_time: 0.0137 memory: 9395 grad_norm: 2.1727 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0561 loss: 3.0561 2022/08/14 20:09:09 - mmengine - INFO - Epoch(train) [47][2500/3757] lr: 1.0000e-01 eta: 2 days, 19:32:01 time: 0.3090 data_time: 0.0141 memory: 9395 grad_norm: 2.1636 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.2072 loss: 3.2072 2022/08/14 20:09:40 - mmengine - INFO - Epoch(train) [47][2600/3757] lr: 1.0000e-01 eta: 2 days, 19:31:30 time: 0.3086 data_time: 0.0137 memory: 9395 grad_norm: 2.2158 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 3.2154 loss: 3.2154 2022/08/14 20:10:11 - mmengine - INFO - Epoch(train) [47][2700/3757] lr: 1.0000e-01 eta: 2 days, 19:31:00 time: 0.3082 data_time: 0.0132 memory: 9395 grad_norm: 2.1626 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3526 loss: 3.3526 2022/08/14 20:10:42 - mmengine - INFO - Epoch(train) [47][2800/3757] lr: 1.0000e-01 eta: 2 days, 19:30:29 time: 0.3079 data_time: 0.0130 memory: 9395 grad_norm: 2.2108 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0617 loss: 3.0617 2022/08/14 20:11:13 - mmengine - INFO - Epoch(train) [47][2900/3757] lr: 1.0000e-01 eta: 2 days, 19:29:58 time: 0.3098 data_time: 0.0136 memory: 9395 grad_norm: 2.1077 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8188 loss: 2.8188 2022/08/14 20:11:44 - mmengine - INFO - Epoch(train) [47][3000/3757] lr: 1.0000e-01 eta: 2 days, 19:29:27 time: 0.3109 data_time: 0.0144 memory: 9395 grad_norm: 2.1724 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9587 loss: 2.9587 2022/08/14 20:12:15 - mmengine - INFO - Epoch(train) [47][3100/3757] lr: 1.0000e-01 eta: 2 days, 19:28:57 time: 0.3090 data_time: 0.0131 memory: 9395 grad_norm: 2.2104 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3791 loss: 3.3791 2022/08/14 20:12:40 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 20:12:46 - mmengine - INFO - Epoch(train) [47][3200/3757] lr: 1.0000e-01 eta: 2 days, 19:28:26 time: 0.3104 data_time: 0.0134 memory: 9395 grad_norm: 2.2400 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3126 loss: 3.3126 2022/08/14 20:13:17 - mmengine - INFO - Epoch(train) [47][3300/3757] lr: 1.0000e-01 eta: 2 days, 19:27:56 time: 0.3101 data_time: 0.0131 memory: 9395 grad_norm: 2.2402 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0554 loss: 3.0554 2022/08/14 20:13:48 - mmengine - INFO - Epoch(train) [47][3400/3757] lr: 1.0000e-01 eta: 2 days, 19:27:25 time: 0.3093 data_time: 0.0156 memory: 9395 grad_norm: 2.2146 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.0635 loss: 3.0635 2022/08/14 20:14:19 - mmengine - INFO - Epoch(train) [47][3500/3757] lr: 1.0000e-01 eta: 2 days, 19:26:54 time: 0.3088 data_time: 0.0135 memory: 9395 grad_norm: 2.2802 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.2644 loss: 3.2644 2022/08/14 20:14:50 - mmengine - INFO - Epoch(train) [47][3600/3757] lr: 1.0000e-01 eta: 2 days, 19:26:23 time: 0.3070 data_time: 0.0128 memory: 9395 grad_norm: 2.1457 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0586 loss: 3.0586 2022/08/14 20:15:21 - mmengine - INFO - Epoch(train) [47][3700/3757] lr: 1.0000e-01 eta: 2 days, 19:25:52 time: 0.3073 data_time: 0.0130 memory: 9395 grad_norm: 2.1897 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1001 loss: 3.1001 2022/08/14 20:15:39 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 20:15:39 - mmengine - INFO - Epoch(train) [47][3757/3757] lr: 1.0000e-01 eta: 2 days, 19:25:40 time: 0.3040 data_time: 0.0134 memory: 9395 grad_norm: 2.1507 top1_acc: 0.1429 top5_acc: 0.2857 loss_cls: 3.0716 loss: 3.0716 2022/08/14 20:16:11 - mmengine - INFO - Epoch(train) [48][100/3757] lr: 1.0000e-01 eta: 2 days, 19:24:47 time: 0.3120 data_time: 0.0135 memory: 9395 grad_norm: 2.1910 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0666 loss: 3.0666 2022/08/14 20:16:42 - mmengine - INFO - Epoch(train) [48][200/3757] lr: 1.0000e-01 eta: 2 days, 19:24:16 time: 0.3079 data_time: 0.0134 memory: 9395 grad_norm: 2.1717 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.2808 loss: 3.2808 2022/08/14 20:17:13 - mmengine - INFO - Epoch(train) [48][300/3757] lr: 1.0000e-01 eta: 2 days, 19:23:45 time: 0.3081 data_time: 0.0135 memory: 9395 grad_norm: 2.1265 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2840 loss: 3.2840 2022/08/14 20:17:44 - mmengine - INFO - Epoch(train) [48][400/3757] lr: 1.0000e-01 eta: 2 days, 19:23:14 time: 0.3100 data_time: 0.0139 memory: 9395 grad_norm: 2.1954 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.1655 loss: 3.1655 2022/08/14 20:17:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 20:18:15 - mmengine - INFO - Epoch(train) [48][500/3757] lr: 1.0000e-01 eta: 2 days, 19:22:43 time: 0.3085 data_time: 0.0134 memory: 9395 grad_norm: 2.1967 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1419 loss: 3.1419 2022/08/14 20:18:46 - mmengine - INFO - Epoch(train) [48][600/3757] lr: 1.0000e-01 eta: 2 days, 19:22:13 time: 0.3103 data_time: 0.0140 memory: 9395 grad_norm: 2.2363 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8963 loss: 2.8963 2022/08/14 20:19:17 - mmengine - INFO - Epoch(train) [48][700/3757] lr: 1.0000e-01 eta: 2 days, 19:21:42 time: 0.3109 data_time: 0.0143 memory: 9395 grad_norm: 2.2002 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0358 loss: 3.0358 2022/08/14 20:19:48 - mmengine - INFO - Epoch(train) [48][800/3757] lr: 1.0000e-01 eta: 2 days, 19:21:11 time: 0.3087 data_time: 0.0131 memory: 9395 grad_norm: 2.2159 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3162 loss: 3.3162 2022/08/14 20:20:19 - mmengine - INFO - Epoch(train) [48][900/3757] lr: 1.0000e-01 eta: 2 days, 19:20:41 time: 0.3101 data_time: 0.0136 memory: 9395 grad_norm: 2.1776 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1138 loss: 3.1138 2022/08/14 20:20:50 - mmengine - INFO - Epoch(train) [48][1000/3757] lr: 1.0000e-01 eta: 2 days, 19:20:10 time: 0.3090 data_time: 0.0134 memory: 9395 grad_norm: 2.2086 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 2.9991 loss: 2.9991 2022/08/14 20:21:21 - mmengine - INFO - Epoch(train) [48][1100/3757] lr: 1.0000e-01 eta: 2 days, 19:19:39 time: 0.3089 data_time: 0.0134 memory: 9395 grad_norm: 2.1890 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8344 loss: 2.8344 2022/08/14 20:21:52 - mmengine - INFO - Epoch(train) [48][1200/3757] lr: 1.0000e-01 eta: 2 days, 19:19:08 time: 0.3082 data_time: 0.0129 memory: 9395 grad_norm: 2.2346 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9322 loss: 2.9322 2022/08/14 20:22:23 - mmengine - INFO - Epoch(train) [48][1300/3757] lr: 1.0000e-01 eta: 2 days, 19:18:38 time: 0.3074 data_time: 0.0135 memory: 9395 grad_norm: 2.1732 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6006 loss: 3.6006 2022/08/14 20:22:54 - mmengine - INFO - Epoch(train) [48][1400/3757] lr: 1.0000e-01 eta: 2 days, 19:18:07 time: 0.3094 data_time: 0.0128 memory: 9395 grad_norm: 2.2108 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0923 loss: 3.0923 2022/08/14 20:23:01 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 20:23:25 - mmengine - INFO - Epoch(train) [48][1500/3757] lr: 1.0000e-01 eta: 2 days, 19:17:36 time: 0.3093 data_time: 0.0136 memory: 9395 grad_norm: 2.2730 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0789 loss: 3.0789 2022/08/14 20:23:56 - mmengine - INFO - Epoch(train) [48][1600/3757] lr: 1.0000e-01 eta: 2 days, 19:17:05 time: 0.3085 data_time: 0.0139 memory: 9395 grad_norm: 2.1905 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8876 loss: 2.8876 2022/08/14 20:24:27 - mmengine - INFO - Epoch(train) [48][1700/3757] lr: 1.0000e-01 eta: 2 days, 19:16:35 time: 0.3088 data_time: 0.0139 memory: 9395 grad_norm: 2.1602 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.2072 loss: 3.2072 2022/08/14 20:24:58 - mmengine - INFO - Epoch(train) [48][1800/3757] lr: 1.0000e-01 eta: 2 days, 19:16:04 time: 0.3082 data_time: 0.0135 memory: 9395 grad_norm: 2.1764 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1568 loss: 3.1568 2022/08/14 20:25:29 - mmengine - INFO - Epoch(train) [48][1900/3757] lr: 1.0000e-01 eta: 2 days, 19:15:33 time: 0.3106 data_time: 0.0154 memory: 9395 grad_norm: 2.1776 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2893 loss: 3.2893 2022/08/14 20:26:00 - mmengine - INFO - Epoch(train) [48][2000/3757] lr: 1.0000e-01 eta: 2 days, 19:15:02 time: 0.3093 data_time: 0.0135 memory: 9395 grad_norm: 2.1841 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8710 loss: 2.8710 2022/08/14 20:26:31 - mmengine - INFO - Epoch(train) [48][2100/3757] lr: 1.0000e-01 eta: 2 days, 19:14:32 time: 0.3088 data_time: 0.0137 memory: 9395 grad_norm: 2.1650 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9529 loss: 2.9529 2022/08/14 20:27:02 - mmengine - INFO - Epoch(train) [48][2200/3757] lr: 1.0000e-01 eta: 2 days, 19:14:01 time: 0.3070 data_time: 0.0130 memory: 9395 grad_norm: 2.1575 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5463 loss: 3.5463 2022/08/14 20:27:33 - mmengine - INFO - Epoch(train) [48][2300/3757] lr: 1.0000e-01 eta: 2 days, 19:13:30 time: 0.3088 data_time: 0.0135 memory: 9395 grad_norm: 2.1381 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.0949 loss: 3.0949 2022/08/14 20:28:04 - mmengine - INFO - Epoch(train) [48][2400/3757] lr: 1.0000e-01 eta: 2 days, 19:13:00 time: 0.3082 data_time: 0.0129 memory: 9395 grad_norm: 2.2048 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8914 loss: 2.8914 2022/08/14 20:28:10 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 20:28:35 - mmengine - INFO - Epoch(train) [48][2500/3757] lr: 1.0000e-01 eta: 2 days, 19:12:29 time: 0.3081 data_time: 0.0139 memory: 9395 grad_norm: 2.1527 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1893 loss: 3.1893 2022/08/14 20:29:06 - mmengine - INFO - Epoch(train) [48][2600/3757] lr: 1.0000e-01 eta: 2 days, 19:11:58 time: 0.3093 data_time: 0.0133 memory: 9395 grad_norm: 2.1671 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0323 loss: 3.0323 2022/08/14 20:29:37 - mmengine - INFO - Epoch(train) [48][2700/3757] lr: 1.0000e-01 eta: 2 days, 19:11:27 time: 0.3079 data_time: 0.0130 memory: 9395 grad_norm: 2.2557 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7993 loss: 2.7993 2022/08/14 20:30:08 - mmengine - INFO - Epoch(train) [48][2800/3757] lr: 1.0000e-01 eta: 2 days, 19:10:57 time: 0.3090 data_time: 0.0139 memory: 9395 grad_norm: 2.1979 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3781 loss: 3.3781 2022/08/14 20:30:39 - mmengine - INFO - Epoch(train) [48][2900/3757] lr: 1.0000e-01 eta: 2 days, 19:10:26 time: 0.3111 data_time: 0.0144 memory: 9395 grad_norm: 2.1642 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0553 loss: 3.0553 2022/08/14 20:31:10 - mmengine - INFO - Epoch(train) [48][3000/3757] lr: 1.0000e-01 eta: 2 days, 19:09:56 time: 0.3091 data_time: 0.0137 memory: 9395 grad_norm: 2.1926 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3220 loss: 3.3220 2022/08/14 20:31:41 - mmengine - INFO - Epoch(train) [48][3100/3757] lr: 1.0000e-01 eta: 2 days, 19:09:27 time: 0.3084 data_time: 0.0125 memory: 9395 grad_norm: 2.2157 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8267 loss: 2.8267 2022/08/14 20:32:12 - mmengine - INFO - Epoch(train) [48][3200/3757] lr: 1.0000e-01 eta: 2 days, 19:08:56 time: 0.3085 data_time: 0.0138 memory: 9395 grad_norm: 2.1711 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2032 loss: 3.2032 2022/08/14 20:32:43 - mmengine - INFO - Epoch(train) [48][3300/3757] lr: 1.0000e-01 eta: 2 days, 19:08:26 time: 0.3085 data_time: 0.0130 memory: 9395 grad_norm: 2.1593 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.0457 loss: 3.0457 2022/08/14 20:33:14 - mmengine - INFO - Epoch(train) [48][3400/3757] lr: 1.0000e-01 eta: 2 days, 19:07:56 time: 0.3082 data_time: 0.0138 memory: 9395 grad_norm: 2.1883 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2940 loss: 3.2940 2022/08/14 20:33:21 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 20:33:45 - mmengine - INFO - Epoch(train) [48][3500/3757] lr: 1.0000e-01 eta: 2 days, 19:07:25 time: 0.3086 data_time: 0.0126 memory: 9395 grad_norm: 2.1741 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1300 loss: 3.1300 2022/08/14 20:34:16 - mmengine - INFO - Epoch(train) [48][3600/3757] lr: 1.0000e-01 eta: 2 days, 19:06:54 time: 0.3108 data_time: 0.0137 memory: 9395 grad_norm: 2.1895 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7843 loss: 2.7843 2022/08/14 20:34:47 - mmengine - INFO - Epoch(train) [48][3700/3757] lr: 1.0000e-01 eta: 2 days, 19:06:23 time: 0.3082 data_time: 0.0138 memory: 9395 grad_norm: 2.1797 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7980 loss: 2.7980 2022/08/14 20:35:05 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 20:35:05 - mmengine - INFO - Epoch(train) [48][3757/3757] lr: 1.0000e-01 eta: 2 days, 19:06:11 time: 0.3057 data_time: 0.0158 memory: 9395 grad_norm: 2.2744 top1_acc: 0.2857 top5_acc: 0.4286 loss_cls: 3.0136 loss: 3.0136 2022/08/14 20:35:05 - mmengine - INFO - Saving checkpoint at 48 epochs 2022/08/14 20:35:39 - mmengine - INFO - Epoch(train) [49][100/3757] lr: 1.0000e-01 eta: 2 days, 19:05:16 time: 0.3085 data_time: 0.0132 memory: 9395 grad_norm: 2.2717 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0096 loss: 3.0096 2022/08/14 20:36:10 - mmengine - INFO - Epoch(train) [49][200/3757] lr: 1.0000e-01 eta: 2 days, 19:04:46 time: 0.3078 data_time: 0.0136 memory: 9395 grad_norm: 2.0927 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4927 loss: 3.4927 2022/08/14 20:36:41 - mmengine - INFO - Epoch(train) [49][300/3757] lr: 1.0000e-01 eta: 2 days, 19:04:16 time: 0.3088 data_time: 0.0153 memory: 9395 grad_norm: 2.2347 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.1439 loss: 3.1439 2022/08/14 20:37:12 - mmengine - INFO - Epoch(train) [49][400/3757] lr: 1.0000e-01 eta: 2 days, 19:03:46 time: 0.3099 data_time: 0.0140 memory: 9395 grad_norm: 2.1556 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2490 loss: 3.2490 2022/08/14 20:37:43 - mmengine - INFO - Epoch(train) [49][500/3757] lr: 1.0000e-01 eta: 2 days, 19:03:15 time: 0.3082 data_time: 0.0129 memory: 9395 grad_norm: 2.1417 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8322 loss: 2.8322 2022/08/14 20:38:14 - mmengine - INFO - Epoch(train) [49][600/3757] lr: 1.0000e-01 eta: 2 days, 19:02:45 time: 0.3109 data_time: 0.0145 memory: 9395 grad_norm: 2.1662 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 3.1354 loss: 3.1354 2022/08/14 20:38:34 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 20:38:45 - mmengine - INFO - Epoch(train) [49][700/3757] lr: 1.0000e-01 eta: 2 days, 19:02:14 time: 0.3089 data_time: 0.0134 memory: 9395 grad_norm: 2.1446 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1049 loss: 3.1049 2022/08/14 20:39:16 - mmengine - INFO - Epoch(train) [49][800/3757] lr: 1.0000e-01 eta: 2 days, 19:01:43 time: 0.3089 data_time: 0.0143 memory: 9395 grad_norm: 2.1520 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.1590 loss: 3.1590 2022/08/14 20:39:47 - mmengine - INFO - Epoch(train) [49][900/3757] lr: 1.0000e-01 eta: 2 days, 19:01:13 time: 0.3083 data_time: 0.0136 memory: 9395 grad_norm: 2.1750 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2219 loss: 3.2219 2022/08/14 20:40:18 - mmengine - INFO - Epoch(train) [49][1000/3757] lr: 1.0000e-01 eta: 2 days, 19:00:42 time: 0.3098 data_time: 0.0144 memory: 9395 grad_norm: 2.2187 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.8347 loss: 2.8347 2022/08/14 20:40:49 - mmengine - INFO - Epoch(train) [49][1100/3757] lr: 1.0000e-01 eta: 2 days, 19:00:11 time: 0.3087 data_time: 0.0134 memory: 9395 grad_norm: 2.2316 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2567 loss: 3.2567 2022/08/14 20:41:20 - mmengine - INFO - Epoch(train) [49][1200/3757] lr: 1.0000e-01 eta: 2 days, 18:59:40 time: 0.3095 data_time: 0.0143 memory: 9395 grad_norm: 2.2043 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9888 loss: 2.9888 2022/08/14 20:41:51 - mmengine - INFO - Epoch(train) [49][1300/3757] lr: 1.0000e-01 eta: 2 days, 18:59:09 time: 0.3084 data_time: 0.0139 memory: 9395 grad_norm: 2.1367 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1539 loss: 3.1539 2022/08/14 20:42:22 - mmengine - INFO - Epoch(train) [49][1400/3757] lr: 1.0000e-01 eta: 2 days, 18:58:39 time: 0.3083 data_time: 0.0129 memory: 9395 grad_norm: 2.1623 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2351 loss: 3.2351 2022/08/14 20:42:53 - mmengine - INFO - Epoch(train) [49][1500/3757] lr: 1.0000e-01 eta: 2 days, 18:58:08 time: 0.3090 data_time: 0.0131 memory: 9395 grad_norm: 2.1374 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3552 loss: 3.3552 2022/08/14 20:43:24 - mmengine - INFO - Epoch(train) [49][1600/3757] lr: 1.0000e-01 eta: 2 days, 18:57:38 time: 0.3078 data_time: 0.0134 memory: 9395 grad_norm: 2.1464 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1582 loss: 3.1582 2022/08/14 20:43:44 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 20:43:55 - mmengine - INFO - Epoch(train) [49][1700/3757] lr: 1.0000e-01 eta: 2 days, 18:57:07 time: 0.3093 data_time: 0.0143 memory: 9395 grad_norm: 2.1887 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.3038 loss: 3.3038 2022/08/14 20:44:26 - mmengine - INFO - Epoch(train) [49][1800/3757] lr: 1.0000e-01 eta: 2 days, 18:56:36 time: 0.3106 data_time: 0.0136 memory: 9395 grad_norm: 2.1963 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1054 loss: 3.1054 2022/08/14 20:44:57 - mmengine - INFO - Epoch(train) [49][1900/3757] lr: 1.0000e-01 eta: 2 days, 18:56:06 time: 0.3107 data_time: 0.0135 memory: 9395 grad_norm: 2.2398 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9734 loss: 2.9734 2022/08/14 20:45:28 - mmengine - INFO - Epoch(train) [49][2000/3757] lr: 1.0000e-01 eta: 2 days, 18:55:35 time: 0.3109 data_time: 0.0134 memory: 9395 grad_norm: 2.2095 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1836 loss: 3.1836 2022/08/14 20:45:59 - mmengine - INFO - Epoch(train) [49][2100/3757] lr: 1.0000e-01 eta: 2 days, 18:55:04 time: 0.3091 data_time: 0.0135 memory: 9395 grad_norm: 2.2121 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0671 loss: 3.0671 2022/08/14 20:46:30 - mmengine - INFO - Epoch(train) [49][2200/3757] lr: 1.0000e-01 eta: 2 days, 18:54:33 time: 0.3078 data_time: 0.0128 memory: 9395 grad_norm: 2.1883 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9693 loss: 2.9693 2022/08/14 20:47:01 - mmengine - INFO - Epoch(train) [49][2300/3757] lr: 1.0000e-01 eta: 2 days, 18:54:02 time: 0.3082 data_time: 0.0138 memory: 9395 grad_norm: 2.2011 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1915 loss: 3.1915 2022/08/14 20:47:32 - mmengine - INFO - Epoch(train) [49][2400/3757] lr: 1.0000e-01 eta: 2 days, 18:53:32 time: 0.3083 data_time: 0.0132 memory: 9395 grad_norm: 2.1359 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8939 loss: 2.8939 2022/08/14 20:48:03 - mmengine - INFO - Epoch(train) [49][2500/3757] lr: 1.0000e-01 eta: 2 days, 18:53:01 time: 0.3100 data_time: 0.0129 memory: 9395 grad_norm: 2.2027 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3742 loss: 3.3742 2022/08/14 20:48:34 - mmengine - INFO - Epoch(train) [49][2600/3757] lr: 1.0000e-01 eta: 2 days, 18:52:31 time: 0.3089 data_time: 0.0141 memory: 9395 grad_norm: 2.1987 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0979 loss: 3.0979 2022/08/14 20:48:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 20:49:05 - mmengine - INFO - Epoch(train) [49][2700/3757] lr: 1.0000e-01 eta: 2 days, 18:52:00 time: 0.3094 data_time: 0.0135 memory: 9395 grad_norm: 2.2112 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0878 loss: 3.0878 2022/08/14 20:49:36 - mmengine - INFO - Epoch(train) [49][2800/3757] lr: 1.0000e-01 eta: 2 days, 18:51:29 time: 0.3089 data_time: 0.0133 memory: 9395 grad_norm: 2.1907 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3360 loss: 3.3360 2022/08/14 20:50:07 - mmengine - INFO - Epoch(train) [49][2900/3757] lr: 1.0000e-01 eta: 2 days, 18:50:58 time: 0.3100 data_time: 0.0152 memory: 9395 grad_norm: 2.1727 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0966 loss: 3.0966 2022/08/14 20:50:38 - mmengine - INFO - Epoch(train) [49][3000/3757] lr: 1.0000e-01 eta: 2 days, 18:50:28 time: 0.3090 data_time: 0.0127 memory: 9395 grad_norm: 2.2439 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9535 loss: 2.9535 2022/08/14 20:51:09 - mmengine - INFO - Epoch(train) [49][3100/3757] lr: 1.0000e-01 eta: 2 days, 18:49:58 time: 0.3162 data_time: 0.0135 memory: 9395 grad_norm: 2.2287 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0339 loss: 3.0339 2022/08/14 20:51:40 - mmengine - INFO - Epoch(train) [49][3200/3757] lr: 1.0000e-01 eta: 2 days, 18:49:27 time: 0.3082 data_time: 0.0136 memory: 9395 grad_norm: 2.2146 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 3.0763 loss: 3.0763 2022/08/14 20:52:11 - mmengine - INFO - Epoch(train) [49][3300/3757] lr: 1.0000e-01 eta: 2 days, 18:48:56 time: 0.3080 data_time: 0.0132 memory: 9395 grad_norm: 2.2593 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0803 loss: 3.0803 2022/08/14 20:52:42 - mmengine - INFO - Epoch(train) [49][3400/3757] lr: 1.0000e-01 eta: 2 days, 18:48:25 time: 0.3085 data_time: 0.0134 memory: 9395 grad_norm: 2.1811 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1862 loss: 3.1862 2022/08/14 20:53:13 - mmengine - INFO - Epoch(train) [49][3500/3757] lr: 1.0000e-01 eta: 2 days, 18:47:55 time: 0.3092 data_time: 0.0133 memory: 9395 grad_norm: 2.2426 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9764 loss: 2.9764 2022/08/14 20:53:44 - mmengine - INFO - Epoch(train) [49][3600/3757] lr: 1.0000e-01 eta: 2 days, 18:47:24 time: 0.3085 data_time: 0.0144 memory: 9395 grad_norm: 2.1518 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.1667 loss: 3.1667 2022/08/14 20:54:04 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 20:54:15 - mmengine - INFO - Epoch(train) [49][3700/3757] lr: 1.0000e-01 eta: 2 days, 18:46:53 time: 0.3103 data_time: 0.0139 memory: 9395 grad_norm: 2.1023 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3874 loss: 3.3874 2022/08/14 20:54:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 20:54:33 - mmengine - INFO - Epoch(train) [49][3757/3757] lr: 1.0000e-01 eta: 2 days, 18:46:41 time: 0.3023 data_time: 0.0135 memory: 9395 grad_norm: 2.1742 top1_acc: 0.0000 top5_acc: 0.4286 loss_cls: 3.3668 loss: 3.3668 2022/08/14 20:55:05 - mmengine - INFO - Epoch(train) [50][100/3757] lr: 1.0000e-01 eta: 2 days, 18:45:49 time: 0.3084 data_time: 0.0144 memory: 9395 grad_norm: 2.1950 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4292 loss: 3.4292 2022/08/14 20:55:36 - mmengine - INFO - Epoch(train) [50][200/3757] lr: 1.0000e-01 eta: 2 days, 18:45:18 time: 0.3089 data_time: 0.0145 memory: 9395 grad_norm: 2.1801 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1419 loss: 3.1419 2022/08/14 20:56:07 - mmengine - INFO - Epoch(train) [50][300/3757] lr: 1.0000e-01 eta: 2 days, 18:44:47 time: 0.3079 data_time: 0.0128 memory: 9395 grad_norm: 2.1856 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0221 loss: 3.0221 2022/08/14 20:56:38 - mmengine - INFO - Epoch(train) [50][400/3757] lr: 1.0000e-01 eta: 2 days, 18:44:17 time: 0.3091 data_time: 0.0137 memory: 9395 grad_norm: 2.2227 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.9861 loss: 2.9861 2022/08/14 20:57:09 - mmengine - INFO - Epoch(train) [50][500/3757] lr: 1.0000e-01 eta: 2 days, 18:43:46 time: 0.3081 data_time: 0.0134 memory: 9395 grad_norm: 2.1769 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0742 loss: 3.0742 2022/08/14 20:57:40 - mmengine - INFO - Epoch(train) [50][600/3757] lr: 1.0000e-01 eta: 2 days, 18:43:15 time: 0.3095 data_time: 0.0137 memory: 9395 grad_norm: 2.1583 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.3428 loss: 3.3428 2022/08/14 20:58:11 - mmengine - INFO - Epoch(train) [50][700/3757] lr: 1.0000e-01 eta: 2 days, 18:42:44 time: 0.3075 data_time: 0.0134 memory: 9395 grad_norm: 2.1535 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.9746 loss: 2.9746 2022/08/14 20:58:42 - mmengine - INFO - Epoch(train) [50][800/3757] lr: 1.0000e-01 eta: 2 days, 18:42:13 time: 0.3085 data_time: 0.0134 memory: 9395 grad_norm: 2.2321 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8502 loss: 2.8502 2022/08/14 20:59:13 - mmengine - INFO - Epoch(train) [50][900/3757] lr: 1.0000e-01 eta: 2 days, 18:41:42 time: 0.3089 data_time: 0.0132 memory: 9395 grad_norm: 2.1586 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2871 loss: 3.2871 2022/08/14 20:59:15 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 20:59:44 - mmengine - INFO - Epoch(train) [50][1000/3757] lr: 1.0000e-01 eta: 2 days, 18:41:11 time: 0.3084 data_time: 0.0131 memory: 9395 grad_norm: 2.2612 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1515 loss: 3.1515 2022/08/14 21:00:15 - mmengine - INFO - Epoch(train) [50][1100/3757] lr: 1.0000e-01 eta: 2 days, 18:40:41 time: 0.3090 data_time: 0.0134 memory: 9395 grad_norm: 2.1917 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1740 loss: 3.1740 2022/08/14 21:00:46 - mmengine - INFO - Epoch(train) [50][1200/3757] lr: 1.0000e-01 eta: 2 days, 18:40:10 time: 0.3116 data_time: 0.0142 memory: 9395 grad_norm: 2.2033 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7586 loss: 2.7586 2022/08/14 21:01:17 - mmengine - INFO - Epoch(train) [50][1300/3757] lr: 1.0000e-01 eta: 2 days, 18:39:40 time: 0.3085 data_time: 0.0143 memory: 9395 grad_norm: 2.1660 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9878 loss: 2.9878 2022/08/14 21:01:48 - mmengine - INFO - Epoch(train) [50][1400/3757] lr: 1.0000e-01 eta: 2 days, 18:39:09 time: 0.3100 data_time: 0.0146 memory: 9395 grad_norm: 2.1499 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0186 loss: 3.0186 2022/08/14 21:02:19 - mmengine - INFO - Epoch(train) [50][1500/3757] lr: 1.0000e-01 eta: 2 days, 18:38:38 time: 0.3068 data_time: 0.0142 memory: 9395 grad_norm: 2.1114 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.0719 loss: 3.0719 2022/08/14 21:02:50 - mmengine - INFO - Epoch(train) [50][1600/3757] lr: 1.0000e-01 eta: 2 days, 18:38:07 time: 0.3093 data_time: 0.0140 memory: 9395 grad_norm: 2.1960 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8382 loss: 2.8382 2022/08/14 21:03:21 - mmengine - INFO - Epoch(train) [50][1700/3757] lr: 1.0000e-01 eta: 2 days, 18:37:37 time: 0.3088 data_time: 0.0147 memory: 9395 grad_norm: 2.1922 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8294 loss: 2.8294 2022/08/14 21:03:52 - mmengine - INFO - Epoch(train) [50][1800/3757] lr: 1.0000e-01 eta: 2 days, 18:37:06 time: 0.3088 data_time: 0.0132 memory: 9395 grad_norm: 2.1562 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2692 loss: 3.2692 2022/08/14 21:04:23 - mmengine - INFO - Epoch(train) [50][1900/3757] lr: 1.0000e-01 eta: 2 days, 18:36:35 time: 0.3071 data_time: 0.0133 memory: 9395 grad_norm: 2.2294 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2909 loss: 3.2909 2022/08/14 21:04:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 21:04:54 - mmengine - INFO - Epoch(train) [50][2000/3757] lr: 1.0000e-01 eta: 2 days, 18:36:05 time: 0.3076 data_time: 0.0132 memory: 9395 grad_norm: 2.2124 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4234 loss: 3.4234 2022/08/14 21:05:25 - mmengine - INFO - Epoch(train) [50][2100/3757] lr: 1.0000e-01 eta: 2 days, 18:35:34 time: 0.3098 data_time: 0.0145 memory: 9395 grad_norm: 2.1944 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.0254 loss: 3.0254 2022/08/14 21:05:56 - mmengine - INFO - Epoch(train) [50][2200/3757] lr: 1.0000e-01 eta: 2 days, 18:35:04 time: 0.3088 data_time: 0.0128 memory: 9395 grad_norm: 2.1921 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2257 loss: 3.2257 2022/08/14 21:06:27 - mmengine - INFO - Epoch(train) [50][2300/3757] lr: 1.0000e-01 eta: 2 days, 18:34:34 time: 0.3108 data_time: 0.0165 memory: 9395 grad_norm: 2.1711 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8511 loss: 2.8511 2022/08/14 21:06:58 - mmengine - INFO - Epoch(train) [50][2400/3757] lr: 1.0000e-01 eta: 2 days, 18:34:03 time: 0.3105 data_time: 0.0128 memory: 9395 grad_norm: 2.1874 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.1968 loss: 3.1968 2022/08/14 21:07:29 - mmengine - INFO - Epoch(train) [50][2500/3757] lr: 1.0000e-01 eta: 2 days, 18:33:33 time: 0.3106 data_time: 0.0147 memory: 9395 grad_norm: 2.1378 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0043 loss: 3.0043 2022/08/14 21:08:00 - mmengine - INFO - Epoch(train) [50][2600/3757] lr: 1.0000e-01 eta: 2 days, 18:33:02 time: 0.3110 data_time: 0.0142 memory: 9395 grad_norm: 2.1498 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1201 loss: 3.1201 2022/08/14 21:08:31 - mmengine - INFO - Epoch(train) [50][2700/3757] lr: 1.0000e-01 eta: 2 days, 18:32:32 time: 0.3087 data_time: 0.0133 memory: 9395 grad_norm: 2.1209 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3236 loss: 3.3236 2022/08/14 21:09:02 - mmengine - INFO - Epoch(train) [50][2800/3757] lr: 1.0000e-01 eta: 2 days, 18:32:01 time: 0.3085 data_time: 0.0135 memory: 9395 grad_norm: 2.2044 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0538 loss: 3.0538 2022/08/14 21:09:33 - mmengine - INFO - Epoch(train) [50][2900/3757] lr: 1.0000e-01 eta: 2 days, 18:31:30 time: 0.3079 data_time: 0.0133 memory: 9395 grad_norm: 2.1368 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1455 loss: 3.1455 2022/08/14 21:09:36 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 21:10:04 - mmengine - INFO - Epoch(train) [50][3000/3757] lr: 1.0000e-01 eta: 2 days, 18:30:59 time: 0.3074 data_time: 0.0126 memory: 9395 grad_norm: 2.1755 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7987 loss: 2.7987 2022/08/14 21:10:35 - mmengine - INFO - Epoch(train) [50][3100/3757] lr: 1.0000e-01 eta: 2 days, 18:30:29 time: 0.3086 data_time: 0.0144 memory: 9395 grad_norm: 2.2266 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2194 loss: 3.2194 2022/08/14 21:11:06 - mmengine - INFO - Epoch(train) [50][3200/3757] lr: 1.0000e-01 eta: 2 days, 18:29:58 time: 0.3089 data_time: 0.0136 memory: 9395 grad_norm: 2.1766 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3332 loss: 3.3332 2022/08/14 21:11:37 - mmengine - INFO - Epoch(train) [50][3300/3757] lr: 1.0000e-01 eta: 2 days, 18:29:28 time: 0.3083 data_time: 0.0127 memory: 9395 grad_norm: 2.1918 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0324 loss: 3.0324 2022/08/14 21:12:08 - mmengine - INFO - Epoch(train) [50][3400/3757] lr: 1.0000e-01 eta: 2 days, 18:28:57 time: 0.3115 data_time: 0.0139 memory: 9395 grad_norm: 2.2229 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1203 loss: 3.1203 2022/08/14 21:12:39 - mmengine - INFO - Epoch(train) [50][3500/3757] lr: 1.0000e-01 eta: 2 days, 18:28:27 time: 0.3082 data_time: 0.0133 memory: 9395 grad_norm: 2.1462 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.0705 loss: 3.0705 2022/08/14 21:13:10 - mmengine - INFO - Epoch(train) [50][3600/3757] lr: 1.0000e-01 eta: 2 days, 18:27:56 time: 0.3096 data_time: 0.0143 memory: 9395 grad_norm: 2.2016 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2524 loss: 3.2524 2022/08/14 21:13:41 - mmengine - INFO - Epoch(train) [50][3700/3757] lr: 1.0000e-01 eta: 2 days, 18:27:25 time: 0.3089 data_time: 0.0136 memory: 9395 grad_norm: 2.1845 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.0074 loss: 3.0074 2022/08/14 21:13:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 21:13:59 - mmengine - INFO - Epoch(train) [50][3757/3757] lr: 1.0000e-01 eta: 2 days, 18:27:12 time: 0.3041 data_time: 0.0134 memory: 9395 grad_norm: 2.1814 top1_acc: 0.1429 top5_acc: 0.1429 loss_cls: 3.2488 loss: 3.2488 2022/08/14 21:14:16 - mmengine - INFO - Epoch(val) [50][100/310] eta: 0:00:35 time: 0.1697 data_time: 0.0728 memory: 1523 2022/08/14 21:14:34 - mmengine - INFO - Epoch(val) [50][200/310] eta: 0:00:17 time: 0.1560 data_time: 0.0614 memory: 1523 2022/08/14 21:14:50 - mmengine - INFO - Epoch(val) [50][300/310] eta: 0:00:01 time: 0.1652 data_time: 0.0714 memory: 1523 2022/08/14 21:14:54 - mmengine - INFO - Epoch(val) [50][310/310] acc/top1: 0.3522 acc/top5: 0.6378 acc/mean1: 0.3520 2022/08/14 21:15:27 - mmengine - INFO - Epoch(train) [51][100/3757] lr: 1.0000e-01 eta: 2 days, 18:26:21 time: 0.3083 data_time: 0.0131 memory: 9395 grad_norm: 2.1670 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1004 loss: 3.1004 2022/08/14 21:15:42 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 21:15:58 - mmengine - INFO - Epoch(train) [51][200/3757] lr: 1.0000e-01 eta: 2 days, 18:25:50 time: 0.3096 data_time: 0.0137 memory: 9395 grad_norm: 2.2600 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0351 loss: 3.0351 2022/08/14 21:16:29 - mmengine - INFO - Epoch(train) [51][300/3757] lr: 1.0000e-01 eta: 2 days, 18:25:19 time: 0.3080 data_time: 0.0132 memory: 9395 grad_norm: 2.1679 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8346 loss: 2.8346 2022/08/14 21:17:00 - mmengine - INFO - Epoch(train) [51][400/3757] lr: 1.0000e-01 eta: 2 days, 18:24:48 time: 0.3091 data_time: 0.0137 memory: 9395 grad_norm: 2.1605 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0254 loss: 3.0254 2022/08/14 21:17:31 - mmengine - INFO - Epoch(train) [51][500/3757] lr: 1.0000e-01 eta: 2 days, 18:24:17 time: 0.3080 data_time: 0.0134 memory: 9395 grad_norm: 2.1926 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9625 loss: 2.9625 2022/08/14 21:18:01 - mmengine - INFO - Epoch(train) [51][600/3757] lr: 1.0000e-01 eta: 2 days, 18:23:47 time: 0.3096 data_time: 0.0141 memory: 9395 grad_norm: 2.2607 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9398 loss: 2.9398 2022/08/14 21:18:32 - mmengine - INFO - Epoch(train) [51][700/3757] lr: 1.0000e-01 eta: 2 days, 18:23:16 time: 0.3076 data_time: 0.0135 memory: 9395 grad_norm: 2.1648 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2051 loss: 3.2051 2022/08/14 21:19:03 - mmengine - INFO - Epoch(train) [51][800/3757] lr: 1.0000e-01 eta: 2 days, 18:22:45 time: 0.3083 data_time: 0.0127 memory: 9395 grad_norm: 2.1133 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9500 loss: 2.9500 2022/08/14 21:19:34 - mmengine - INFO - Epoch(train) [51][900/3757] lr: 1.0000e-01 eta: 2 days, 18:22:14 time: 0.3089 data_time: 0.0121 memory: 9395 grad_norm: 2.2186 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1145 loss: 3.1145 2022/08/14 21:20:06 - mmengine - INFO - Epoch(train) [51][1000/3757] lr: 1.0000e-01 eta: 2 days, 18:21:44 time: 0.3080 data_time: 0.0126 memory: 9395 grad_norm: 2.1892 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1799 loss: 3.1799 2022/08/14 21:20:37 - mmengine - INFO - Epoch(train) [51][1100/3757] lr: 1.0000e-01 eta: 2 days, 18:21:13 time: 0.3099 data_time: 0.0134 memory: 9395 grad_norm: 2.1931 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2965 loss: 3.2965 2022/08/14 21:20:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 21:21:08 - mmengine - INFO - Epoch(train) [51][1200/3757] lr: 1.0000e-01 eta: 2 days, 18:20:43 time: 0.3094 data_time: 0.0155 memory: 9395 grad_norm: 2.2106 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3824 loss: 3.3824 2022/08/14 21:21:38 - mmengine - INFO - Epoch(train) [51][1300/3757] lr: 1.0000e-01 eta: 2 days, 18:20:12 time: 0.3089 data_time: 0.0136 memory: 9395 grad_norm: 2.1978 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3882 loss: 3.3882 2022/08/14 21:22:09 - mmengine - INFO - Epoch(train) [51][1400/3757] lr: 1.0000e-01 eta: 2 days, 18:19:41 time: 0.3083 data_time: 0.0143 memory: 9395 grad_norm: 2.1870 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.2705 loss: 3.2705 2022/08/14 21:22:40 - mmengine - INFO - Epoch(train) [51][1500/3757] lr: 1.0000e-01 eta: 2 days, 18:19:10 time: 0.3088 data_time: 0.0134 memory: 9395 grad_norm: 2.1907 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9678 loss: 2.9678 2022/08/14 21:23:11 - mmengine - INFO - Epoch(train) [51][1600/3757] lr: 1.0000e-01 eta: 2 days, 18:18:39 time: 0.3081 data_time: 0.0125 memory: 9395 grad_norm: 2.1621 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8440 loss: 2.8440 2022/08/14 21:23:42 - mmengine - INFO - Epoch(train) [51][1700/3757] lr: 1.0000e-01 eta: 2 days, 18:18:09 time: 0.3085 data_time: 0.0130 memory: 9395 grad_norm: 2.2022 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 2.9203 loss: 2.9203 2022/08/14 21:24:13 - mmengine - INFO - Epoch(train) [51][1800/3757] lr: 1.0000e-01 eta: 2 days, 18:17:38 time: 0.3079 data_time: 0.0135 memory: 9395 grad_norm: 2.1891 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9261 loss: 2.9261 2022/08/14 21:24:44 - mmengine - INFO - Epoch(train) [51][1900/3757] lr: 1.0000e-01 eta: 2 days, 18:17:07 time: 0.3085 data_time: 0.0126 memory: 9395 grad_norm: 2.1462 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.1476 loss: 3.1476 2022/08/14 21:25:15 - mmengine - INFO - Epoch(train) [51][2000/3757] lr: 1.0000e-01 eta: 2 days, 18:16:36 time: 0.3075 data_time: 0.0132 memory: 9395 grad_norm: 2.2228 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7696 loss: 2.7696 2022/08/14 21:25:46 - mmengine - INFO - Epoch(train) [51][2100/3757] lr: 1.0000e-01 eta: 2 days, 18:16:05 time: 0.3089 data_time: 0.0142 memory: 9395 grad_norm: 2.2231 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 3.4329 loss: 3.4329 2022/08/14 21:26:02 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 21:26:17 - mmengine - INFO - Epoch(train) [51][2200/3757] lr: 1.0000e-01 eta: 2 days, 18:15:35 time: 0.3098 data_time: 0.0139 memory: 9395 grad_norm: 2.2481 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2812 loss: 3.2812 2022/08/14 21:26:48 - mmengine - INFO - Epoch(train) [51][2300/3757] lr: 1.0000e-01 eta: 2 days, 18:15:04 time: 0.3100 data_time: 0.0132 memory: 9395 grad_norm: 2.1319 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9608 loss: 2.9608 2022/08/14 21:27:19 - mmengine - INFO - Epoch(train) [51][2400/3757] lr: 1.0000e-01 eta: 2 days, 18:14:34 time: 0.3090 data_time: 0.0137 memory: 9395 grad_norm: 2.2362 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2259 loss: 3.2259 2022/08/14 21:27:50 - mmengine - INFO - Epoch(train) [51][2500/3757] lr: 1.0000e-01 eta: 2 days, 18:14:03 time: 0.3101 data_time: 0.0144 memory: 9395 grad_norm: 2.1998 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0432 loss: 3.0432 2022/08/14 21:28:21 - mmengine - INFO - Epoch(train) [51][2600/3757] lr: 1.0000e-01 eta: 2 days, 18:13:32 time: 0.3082 data_time: 0.0124 memory: 9395 grad_norm: 2.2148 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1927 loss: 3.1927 2022/08/14 21:28:52 - mmengine - INFO - Epoch(train) [51][2700/3757] lr: 1.0000e-01 eta: 2 days, 18:13:01 time: 0.3082 data_time: 0.0135 memory: 9395 grad_norm: 2.2287 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2954 loss: 3.2954 2022/08/14 21:29:23 - mmengine - INFO - Epoch(train) [51][2800/3757] lr: 1.0000e-01 eta: 2 days, 18:12:31 time: 0.3077 data_time: 0.0131 memory: 9395 grad_norm: 2.2207 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2708 loss: 3.2708 2022/08/14 21:29:54 - mmengine - INFO - Epoch(train) [51][2900/3757] lr: 1.0000e-01 eta: 2 days, 18:12:00 time: 0.3084 data_time: 0.0125 memory: 9395 grad_norm: 2.2512 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1718 loss: 3.1718 2022/08/14 21:30:25 - mmengine - INFO - Epoch(train) [51][3000/3757] lr: 1.0000e-01 eta: 2 days, 18:11:29 time: 0.3085 data_time: 0.0131 memory: 9395 grad_norm: 2.1153 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.4250 loss: 3.4250 2022/08/14 21:30:56 - mmengine - INFO - Epoch(train) [51][3100/3757] lr: 1.0000e-01 eta: 2 days, 18:10:59 time: 0.3092 data_time: 0.0127 memory: 9395 grad_norm: 2.1428 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.3763 loss: 3.3763 2022/08/14 21:31:12 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 21:31:27 - mmengine - INFO - Epoch(train) [51][3200/3757] lr: 1.0000e-01 eta: 2 days, 18:10:28 time: 0.3103 data_time: 0.0140 memory: 9395 grad_norm: 2.2318 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1995 loss: 3.1995 2022/08/14 21:31:58 - mmengine - INFO - Epoch(train) [51][3300/3757] lr: 1.0000e-01 eta: 2 days, 18:09:57 time: 0.3093 data_time: 0.0142 memory: 9395 grad_norm: 2.1846 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2823 loss: 3.2823 2022/08/14 21:32:29 - mmengine - INFO - Epoch(train) [51][3400/3757] lr: 1.0000e-01 eta: 2 days, 18:09:27 time: 0.3086 data_time: 0.0140 memory: 9395 grad_norm: 2.1598 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3280 loss: 3.3280 2022/08/14 21:33:00 - mmengine - INFO - Epoch(train) [51][3500/3757] lr: 1.0000e-01 eta: 2 days, 18:08:56 time: 0.3098 data_time: 0.0144 memory: 9395 grad_norm: 2.1737 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1017 loss: 3.1017 2022/08/14 21:33:31 - mmengine - INFO - Epoch(train) [51][3600/3757] lr: 1.0000e-01 eta: 2 days, 18:08:26 time: 0.3084 data_time: 0.0136 memory: 9395 grad_norm: 2.2212 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9217 loss: 2.9217 2022/08/14 21:34:02 - mmengine - INFO - Epoch(train) [51][3700/3757] lr: 1.0000e-01 eta: 2 days, 18:07:55 time: 0.3092 data_time: 0.0136 memory: 9395 grad_norm: 2.2435 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3814 loss: 3.3814 2022/08/14 21:34:20 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 21:34:20 - mmengine - INFO - Epoch(train) [51][3757/3757] lr: 1.0000e-01 eta: 2 days, 18:07:43 time: 0.3029 data_time: 0.0131 memory: 9395 grad_norm: 2.2032 top1_acc: 0.2857 top5_acc: 0.7143 loss_cls: 2.9864 loss: 2.9864 2022/08/14 21:34:52 - mmengine - INFO - Epoch(train) [52][100/3757] lr: 1.0000e-01 eta: 2 days, 18:06:52 time: 0.3080 data_time: 0.0128 memory: 9395 grad_norm: 2.2293 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.8174 loss: 2.8174 2022/08/14 21:35:23 - mmengine - INFO - Epoch(train) [52][200/3757] lr: 1.0000e-01 eta: 2 days, 18:06:21 time: 0.3084 data_time: 0.0134 memory: 9395 grad_norm: 2.1575 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9284 loss: 2.9284 2022/08/14 21:35:54 - mmengine - INFO - Epoch(train) [52][300/3757] lr: 1.0000e-01 eta: 2 days, 18:05:50 time: 0.3086 data_time: 0.0139 memory: 9395 grad_norm: 2.1911 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0428 loss: 3.0428 2022/08/14 21:36:23 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 21:36:25 - mmengine - INFO - Epoch(train) [52][400/3757] lr: 1.0000e-01 eta: 2 days, 18:05:20 time: 0.3132 data_time: 0.0139 memory: 9395 grad_norm: 2.1506 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2931 loss: 3.2931 2022/08/14 21:36:56 - mmengine - INFO - Epoch(train) [52][500/3757] lr: 1.0000e-01 eta: 2 days, 18:04:49 time: 0.3131 data_time: 0.0141 memory: 9395 grad_norm: 2.2409 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.3494 loss: 3.3494 2022/08/14 21:37:28 - mmengine - INFO - Epoch(train) [52][600/3757] lr: 1.0000e-01 eta: 2 days, 18:04:19 time: 0.3097 data_time: 0.0136 memory: 9395 grad_norm: 2.1726 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3165 loss: 3.3165 2022/08/14 21:37:59 - mmengine - INFO - Epoch(train) [52][700/3757] lr: 1.0000e-01 eta: 2 days, 18:03:48 time: 0.3091 data_time: 0.0133 memory: 9395 grad_norm: 2.1940 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0348 loss: 3.0348 2022/08/14 21:38:30 - mmengine - INFO - Epoch(train) [52][800/3757] lr: 1.0000e-01 eta: 2 days, 18:03:18 time: 0.3097 data_time: 0.0141 memory: 9395 grad_norm: 2.1496 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.1016 loss: 3.1016 2022/08/14 21:39:01 - mmengine - INFO - Epoch(train) [52][900/3757] lr: 1.0000e-01 eta: 2 days, 18:02:47 time: 0.3090 data_time: 0.0129 memory: 9395 grad_norm: 2.2187 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1668 loss: 3.1668 2022/08/14 21:39:32 - mmengine - INFO - Epoch(train) [52][1000/3757] lr: 1.0000e-01 eta: 2 days, 18:02:16 time: 0.3089 data_time: 0.0136 memory: 9395 grad_norm: 2.1788 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3088 loss: 3.3088 2022/08/14 21:40:03 - mmengine - INFO - Epoch(train) [52][1100/3757] lr: 1.0000e-01 eta: 2 days, 18:01:45 time: 0.3078 data_time: 0.0129 memory: 9395 grad_norm: 2.1711 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1201 loss: 3.1201 2022/08/14 21:40:34 - mmengine - INFO - Epoch(train) [52][1200/3757] lr: 1.0000e-01 eta: 2 days, 18:01:15 time: 0.3076 data_time: 0.0127 memory: 9395 grad_norm: 2.1991 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3987 loss: 3.3987 2022/08/14 21:41:05 - mmengine - INFO - Epoch(train) [52][1300/3757] lr: 1.0000e-01 eta: 2 days, 18:00:44 time: 0.3075 data_time: 0.0130 memory: 9395 grad_norm: 2.2614 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1029 loss: 3.1029 2022/08/14 21:41:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 21:41:36 - mmengine - INFO - Epoch(train) [52][1400/3757] lr: 1.0000e-01 eta: 2 days, 18:00:14 time: 0.3087 data_time: 0.0138 memory: 9395 grad_norm: 2.1552 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7851 loss: 2.7851 2022/08/14 21:42:07 - mmengine - INFO - Epoch(train) [52][1500/3757] lr: 1.0000e-01 eta: 2 days, 17:59:43 time: 0.3090 data_time: 0.0138 memory: 9395 grad_norm: 2.2046 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9056 loss: 2.9056 2022/08/14 21:42:38 - mmengine - INFO - Epoch(train) [52][1600/3757] lr: 1.0000e-01 eta: 2 days, 17:59:12 time: 0.3082 data_time: 0.0140 memory: 9395 grad_norm: 2.2597 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.0869 loss: 3.0869 2022/08/14 21:43:09 - mmengine - INFO - Epoch(train) [52][1700/3757] lr: 1.0000e-01 eta: 2 days, 17:58:42 time: 0.3101 data_time: 0.0145 memory: 9395 grad_norm: 2.1635 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1434 loss: 3.1434 2022/08/14 21:43:40 - mmengine - INFO - Epoch(train) [52][1800/3757] lr: 1.0000e-01 eta: 2 days, 17:58:11 time: 0.3082 data_time: 0.0130 memory: 9395 grad_norm: 2.1866 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9253 loss: 2.9253 2022/08/14 21:44:11 - mmengine - INFO - Epoch(train) [52][1900/3757] lr: 1.0000e-01 eta: 2 days, 17:57:41 time: 0.3097 data_time: 0.0150 memory: 9395 grad_norm: 2.2681 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3238 loss: 3.3238 2022/08/14 21:44:42 - mmengine - INFO - Epoch(train) [52][2000/3757] lr: 1.0000e-01 eta: 2 days, 17:57:10 time: 0.3095 data_time: 0.0126 memory: 9395 grad_norm: 2.1993 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0881 loss: 3.0881 2022/08/14 21:45:13 - mmengine - INFO - Epoch(train) [52][2100/3757] lr: 1.0000e-01 eta: 2 days, 17:56:39 time: 0.3078 data_time: 0.0139 memory: 9395 grad_norm: 2.0981 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0165 loss: 3.0165 2022/08/14 21:45:44 - mmengine - INFO - Epoch(train) [52][2200/3757] lr: 1.0000e-01 eta: 2 days, 17:56:08 time: 0.3113 data_time: 0.0136 memory: 9395 grad_norm: 2.1757 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3167 loss: 3.3167 2022/08/14 21:46:15 - mmengine - INFO - Epoch(train) [52][2300/3757] lr: 1.0000e-01 eta: 2 days, 17:55:38 time: 0.3071 data_time: 0.0130 memory: 9395 grad_norm: 2.2332 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0413 loss: 3.0413 2022/08/14 21:46:44 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 21:46:46 - mmengine - INFO - Epoch(train) [52][2400/3757] lr: 1.0000e-01 eta: 2 days, 17:55:07 time: 0.3082 data_time: 0.0131 memory: 9395 grad_norm: 2.2306 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1577 loss: 3.1577 2022/08/14 21:47:17 - mmengine - INFO - Epoch(train) [52][2500/3757] lr: 1.0000e-01 eta: 2 days, 17:54:37 time: 0.3088 data_time: 0.0134 memory: 9395 grad_norm: 2.1550 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0576 loss: 3.0576 2022/08/14 21:47:48 - mmengine - INFO - Epoch(train) [52][2600/3757] lr: 1.0000e-01 eta: 2 days, 17:54:06 time: 0.3081 data_time: 0.0151 memory: 9395 grad_norm: 2.1636 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1709 loss: 3.1709 2022/08/14 21:48:19 - mmengine - INFO - Epoch(train) [52][2700/3757] lr: 1.0000e-01 eta: 2 days, 17:53:35 time: 0.3088 data_time: 0.0134 memory: 9395 grad_norm: 2.1914 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0711 loss: 3.0711 2022/08/14 21:48:50 - mmengine - INFO - Epoch(train) [52][2800/3757] lr: 1.0000e-01 eta: 2 days, 17:53:04 time: 0.3086 data_time: 0.0138 memory: 9395 grad_norm: 2.1400 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.1487 loss: 3.1487 2022/08/14 21:49:21 - mmengine - INFO - Epoch(train) [52][2900/3757] lr: 1.0000e-01 eta: 2 days, 17:52:34 time: 0.3103 data_time: 0.0135 memory: 9395 grad_norm: 2.1643 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0560 loss: 3.0560 2022/08/14 21:49:52 - mmengine - INFO - Epoch(train) [52][3000/3757] lr: 1.0000e-01 eta: 2 days, 17:52:03 time: 0.3091 data_time: 0.0131 memory: 9395 grad_norm: 2.2605 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8108 loss: 2.8108 2022/08/14 21:50:23 - mmengine - INFO - Epoch(train) [52][3100/3757] lr: 1.0000e-01 eta: 2 days, 17:51:32 time: 0.3090 data_time: 0.0138 memory: 9395 grad_norm: 2.2849 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3121 loss: 3.3121 2022/08/14 21:50:54 - mmengine - INFO - Epoch(train) [52][3200/3757] lr: 1.0000e-01 eta: 2 days, 17:51:01 time: 0.3080 data_time: 0.0138 memory: 9395 grad_norm: 2.1597 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0406 loss: 3.0406 2022/08/14 21:51:25 - mmengine - INFO - Epoch(train) [52][3300/3757] lr: 1.0000e-01 eta: 2 days, 17:50:31 time: 0.3091 data_time: 0.0139 memory: 9395 grad_norm: 2.2298 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2159 loss: 3.2159 2022/08/14 21:51:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 21:51:56 - mmengine - INFO - Epoch(train) [52][3400/3757] lr: 1.0000e-01 eta: 2 days, 17:50:01 time: 0.3082 data_time: 0.0130 memory: 9395 grad_norm: 2.1868 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1861 loss: 3.1861 2022/08/14 21:52:27 - mmengine - INFO - Epoch(train) [52][3500/3757] lr: 1.0000e-01 eta: 2 days, 17:49:30 time: 0.3083 data_time: 0.0129 memory: 9395 grad_norm: 2.2291 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2120 loss: 3.2120 2022/08/14 21:52:58 - mmengine - INFO - Epoch(train) [52][3600/3757] lr: 1.0000e-01 eta: 2 days, 17:48:59 time: 0.3141 data_time: 0.0139 memory: 9395 grad_norm: 2.1435 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0131 loss: 3.0131 2022/08/14 21:53:29 - mmengine - INFO - Epoch(train) [52][3700/3757] lr: 1.0000e-01 eta: 2 days, 17:48:29 time: 0.3082 data_time: 0.0138 memory: 9395 grad_norm: 2.1552 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1395 loss: 3.1395 2022/08/14 21:53:46 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 21:53:46 - mmengine - INFO - Epoch(train) [52][3757/3757] lr: 1.0000e-01 eta: 2 days, 17:48:16 time: 0.3027 data_time: 0.0133 memory: 9395 grad_norm: 2.2501 top1_acc: 0.5714 top5_acc: 0.5714 loss_cls: 3.2060 loss: 3.2060 2022/08/14 21:53:46 - mmengine - INFO - Saving checkpoint at 52 epochs 2022/08/14 21:54:20 - mmengine - INFO - Epoch(train) [53][100/3757] lr: 1.0000e-01 eta: 2 days, 17:47:24 time: 0.3104 data_time: 0.0160 memory: 9395 grad_norm: 2.1628 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.9455 loss: 2.9455 2022/08/14 21:54:51 - mmengine - INFO - Epoch(train) [53][200/3757] lr: 1.0000e-01 eta: 2 days, 17:46:53 time: 0.3083 data_time: 0.0129 memory: 9395 grad_norm: 2.2636 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2764 loss: 3.2764 2022/08/14 21:55:22 - mmengine - INFO - Epoch(train) [53][300/3757] lr: 1.0000e-01 eta: 2 days, 17:46:22 time: 0.3144 data_time: 0.0148 memory: 9395 grad_norm: 2.1694 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.1381 loss: 3.1381 2022/08/14 21:55:53 - mmengine - INFO - Epoch(train) [53][400/3757] lr: 1.0000e-01 eta: 2 days, 17:45:52 time: 0.3090 data_time: 0.0134 memory: 9395 grad_norm: 2.2096 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0035 loss: 3.0035 2022/08/14 21:56:24 - mmengine - INFO - Epoch(train) [53][500/3757] lr: 1.0000e-01 eta: 2 days, 17:45:21 time: 0.3089 data_time: 0.0130 memory: 9395 grad_norm: 2.2160 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1189 loss: 3.1189 2022/08/14 21:56:55 - mmengine - INFO - Epoch(train) [53][600/3757] lr: 1.0000e-01 eta: 2 days, 17:44:50 time: 0.3085 data_time: 0.0141 memory: 9395 grad_norm: 2.1937 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0081 loss: 3.0081 2022/08/14 21:57:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 21:57:26 - mmengine - INFO - Epoch(train) [53][700/3757] lr: 1.0000e-01 eta: 2 days, 17:44:20 time: 0.3087 data_time: 0.0133 memory: 9395 grad_norm: 2.2072 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1822 loss: 3.1822 2022/08/14 21:57:57 - mmengine - INFO - Epoch(train) [53][800/3757] lr: 1.0000e-01 eta: 2 days, 17:43:49 time: 0.3078 data_time: 0.0130 memory: 9395 grad_norm: 2.2336 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0370 loss: 3.0370 2022/08/14 21:58:28 - mmengine - INFO - Epoch(train) [53][900/3757] lr: 1.0000e-01 eta: 2 days, 17:43:19 time: 0.3088 data_time: 0.0127 memory: 9395 grad_norm: 2.1384 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1270 loss: 3.1270 2022/08/14 21:58:59 - mmengine - INFO - Epoch(train) [53][1000/3757] lr: 1.0000e-01 eta: 2 days, 17:42:48 time: 0.3089 data_time: 0.0136 memory: 9395 grad_norm: 2.1592 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3013 loss: 3.3013 2022/08/14 21:59:30 - mmengine - INFO - Epoch(train) [53][1100/3757] lr: 1.0000e-01 eta: 2 days, 17:42:17 time: 0.3099 data_time: 0.0130 memory: 9395 grad_norm: 2.2412 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.0967 loss: 3.0967 2022/08/14 22:00:01 - mmengine - INFO - Epoch(train) [53][1200/3757] lr: 1.0000e-01 eta: 2 days, 17:41:47 time: 0.3118 data_time: 0.0145 memory: 9395 grad_norm: 2.1745 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0385 loss: 3.0385 2022/08/14 22:00:32 - mmengine - INFO - Epoch(train) [53][1300/3757] lr: 1.0000e-01 eta: 2 days, 17:41:16 time: 0.3088 data_time: 0.0127 memory: 9395 grad_norm: 2.2042 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0735 loss: 3.0735 2022/08/14 22:01:03 - mmengine - INFO - Epoch(train) [53][1400/3757] lr: 1.0000e-01 eta: 2 days, 17:40:45 time: 0.3113 data_time: 0.0145 memory: 9395 grad_norm: 2.2250 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.2866 loss: 3.2866 2022/08/14 22:01:34 - mmengine - INFO - Epoch(train) [53][1500/3757] lr: 1.0000e-01 eta: 2 days, 17:40:14 time: 0.3084 data_time: 0.0131 memory: 9395 grad_norm: 2.1165 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0049 loss: 3.0049 2022/08/14 22:02:05 - mmengine - INFO - Epoch(train) [53][1600/3757] lr: 1.0000e-01 eta: 2 days, 17:39:44 time: 0.3085 data_time: 0.0135 memory: 9395 grad_norm: 2.2047 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0622 loss: 3.0622 2022/08/14 22:02:16 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 22:02:36 - mmengine - INFO - Epoch(train) [53][1700/3757] lr: 1.0000e-01 eta: 2 days, 17:39:13 time: 0.3074 data_time: 0.0129 memory: 9395 grad_norm: 2.1504 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1060 loss: 3.1060 2022/08/14 22:03:07 - mmengine - INFO - Epoch(train) [53][1800/3757] lr: 1.0000e-01 eta: 2 days, 17:38:42 time: 0.3082 data_time: 0.0138 memory: 9395 grad_norm: 2.1495 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2007 loss: 3.2007 2022/08/14 22:03:38 - mmengine - INFO - Epoch(train) [53][1900/3757] lr: 1.0000e-01 eta: 2 days, 17:38:12 time: 0.3098 data_time: 0.0144 memory: 9395 grad_norm: 2.1694 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1809 loss: 3.1809 2022/08/14 22:04:09 - mmengine - INFO - Epoch(train) [53][2000/3757] lr: 1.0000e-01 eta: 2 days, 17:37:41 time: 0.3089 data_time: 0.0135 memory: 9395 grad_norm: 2.1727 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1792 loss: 3.1792 2022/08/14 22:04:40 - mmengine - INFO - Epoch(train) [53][2100/3757] lr: 1.0000e-01 eta: 2 days, 17:37:11 time: 0.3119 data_time: 0.0140 memory: 9395 grad_norm: 2.1319 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2107 loss: 3.2107 2022/08/14 22:05:11 - mmengine - INFO - Epoch(train) [53][2200/3757] lr: 1.0000e-01 eta: 2 days, 17:36:40 time: 0.3080 data_time: 0.0130 memory: 9395 grad_norm: 2.2043 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1828 loss: 3.1828 2022/08/14 22:05:42 - mmengine - INFO - Epoch(train) [53][2300/3757] lr: 1.0000e-01 eta: 2 days, 17:36:09 time: 0.3096 data_time: 0.0139 memory: 9395 grad_norm: 2.1292 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9125 loss: 2.9125 2022/08/14 22:06:13 - mmengine - INFO - Epoch(train) [53][2400/3757] lr: 1.0000e-01 eta: 2 days, 17:35:39 time: 0.3104 data_time: 0.0136 memory: 9395 grad_norm: 2.2528 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.1162 loss: 3.1162 2022/08/14 22:06:44 - mmengine - INFO - Epoch(train) [53][2500/3757] lr: 1.0000e-01 eta: 2 days, 17:35:08 time: 0.3112 data_time: 0.0150 memory: 9395 grad_norm: 2.2631 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3455 loss: 3.3455 2022/08/14 22:07:15 - mmengine - INFO - Epoch(train) [53][2600/3757] lr: 1.0000e-01 eta: 2 days, 17:34:37 time: 0.3069 data_time: 0.0132 memory: 9395 grad_norm: 2.2220 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.9972 loss: 2.9972 2022/08/14 22:07:26 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 22:07:46 - mmengine - INFO - Epoch(train) [53][2700/3757] lr: 1.0000e-01 eta: 2 days, 17:34:07 time: 0.3082 data_time: 0.0133 memory: 9395 grad_norm: 2.2150 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1708 loss: 3.1708 2022/08/14 22:08:17 - mmengine - INFO - Epoch(train) [53][2800/3757] lr: 1.0000e-01 eta: 2 days, 17:33:36 time: 0.3093 data_time: 0.0140 memory: 9395 grad_norm: 2.1302 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9699 loss: 2.9699 2022/08/14 22:08:48 - mmengine - INFO - Epoch(train) [53][2900/3757] lr: 1.0000e-01 eta: 2 days, 17:33:06 time: 0.3076 data_time: 0.0137 memory: 9395 grad_norm: 2.1457 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0022 loss: 3.0022 2022/08/14 22:09:19 - mmengine - INFO - Epoch(train) [53][3000/3757] lr: 1.0000e-01 eta: 2 days, 17:32:35 time: 0.3118 data_time: 0.0139 memory: 9395 grad_norm: 2.2101 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1304 loss: 3.1304 2022/08/14 22:09:50 - mmengine - INFO - Epoch(train) [53][3100/3757] lr: 1.0000e-01 eta: 2 days, 17:32:04 time: 0.3083 data_time: 0.0128 memory: 9395 grad_norm: 2.1327 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3398 loss: 3.3398 2022/08/14 22:10:21 - mmengine - INFO - Epoch(train) [53][3200/3757] lr: 1.0000e-01 eta: 2 days, 17:31:34 time: 0.3125 data_time: 0.0146 memory: 9395 grad_norm: 2.1674 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.0312 loss: 3.0312 2022/08/14 22:10:52 - mmengine - INFO - Epoch(train) [53][3300/3757] lr: 1.0000e-01 eta: 2 days, 17:31:04 time: 0.3089 data_time: 0.0139 memory: 9395 grad_norm: 2.1238 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9163 loss: 2.9163 2022/08/14 22:11:23 - mmengine - INFO - Epoch(train) [53][3400/3757] lr: 1.0000e-01 eta: 2 days, 17:30:33 time: 0.3103 data_time: 0.0154 memory: 9395 grad_norm: 2.1568 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8867 loss: 2.8867 2022/08/14 22:11:54 - mmengine - INFO - Epoch(train) [53][3500/3757] lr: 1.0000e-01 eta: 2 days, 17:30:02 time: 0.3081 data_time: 0.0128 memory: 9395 grad_norm: 2.1619 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.8716 loss: 2.8716 2022/08/14 22:12:25 - mmengine - INFO - Epoch(train) [53][3600/3757] lr: 1.0000e-01 eta: 2 days, 17:29:32 time: 0.3086 data_time: 0.0133 memory: 9395 grad_norm: 2.2108 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.4490 loss: 3.4490 2022/08/14 22:12:37 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 22:12:56 - mmengine - INFO - Epoch(train) [53][3700/3757] lr: 1.0000e-01 eta: 2 days, 17:29:01 time: 0.3089 data_time: 0.0135 memory: 9395 grad_norm: 2.2104 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3088 loss: 3.3088 2022/08/14 22:13:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 22:13:14 - mmengine - INFO - Epoch(train) [53][3757/3757] lr: 1.0000e-01 eta: 2 days, 17:28:49 time: 0.3042 data_time: 0.0126 memory: 9395 grad_norm: 2.2388 top1_acc: 0.2857 top5_acc: 0.5714 loss_cls: 3.3247 loss: 3.3247 2022/08/14 22:13:47 - mmengine - INFO - Epoch(train) [54][100/3757] lr: 1.0000e-01 eta: 2 days, 17:27:59 time: 0.3078 data_time: 0.0134 memory: 9395 grad_norm: 2.1601 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8517 loss: 2.8517 2022/08/14 22:14:18 - mmengine - INFO - Epoch(train) [54][200/3757] lr: 1.0000e-01 eta: 2 days, 17:27:28 time: 0.3083 data_time: 0.0143 memory: 9395 grad_norm: 2.2297 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0233 loss: 3.0233 2022/08/14 22:14:49 - mmengine - INFO - Epoch(train) [54][300/3757] lr: 1.0000e-01 eta: 2 days, 17:26:58 time: 0.3098 data_time: 0.0153 memory: 9395 grad_norm: 2.2190 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.9588 loss: 2.9588 2022/08/14 22:15:20 - mmengine - INFO - Epoch(train) [54][400/3757] lr: 1.0000e-01 eta: 2 days, 17:26:27 time: 0.3100 data_time: 0.0135 memory: 9395 grad_norm: 2.1787 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2041 loss: 3.2041 2022/08/14 22:15:51 - mmengine - INFO - Epoch(train) [54][500/3757] lr: 1.0000e-01 eta: 2 days, 17:25:56 time: 0.3103 data_time: 0.0149 memory: 9395 grad_norm: 2.1704 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0239 loss: 3.0239 2022/08/14 22:16:22 - mmengine - INFO - Epoch(train) [54][600/3757] lr: 1.0000e-01 eta: 2 days, 17:25:26 time: 0.3073 data_time: 0.0129 memory: 9395 grad_norm: 2.2441 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.0881 loss: 3.0881 2022/08/14 22:16:53 - mmengine - INFO - Epoch(train) [54][700/3757] lr: 1.0000e-01 eta: 2 days, 17:24:55 time: 0.3102 data_time: 0.0149 memory: 9395 grad_norm: 2.1962 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0740 loss: 3.0740 2022/08/14 22:17:24 - mmengine - INFO - Epoch(train) [54][800/3757] lr: 1.0000e-01 eta: 2 days, 17:24:24 time: 0.3097 data_time: 0.0133 memory: 9395 grad_norm: 2.2677 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2500 loss: 3.2500 2022/08/14 22:17:48 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 22:17:55 - mmengine - INFO - Epoch(train) [54][900/3757] lr: 1.0000e-01 eta: 2 days, 17:23:54 time: 0.3095 data_time: 0.0146 memory: 9395 grad_norm: 2.2212 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4012 loss: 3.4012 2022/08/14 22:18:26 - mmengine - INFO - Epoch(train) [54][1000/3757] lr: 1.0000e-01 eta: 2 days, 17:23:23 time: 0.3098 data_time: 0.0151 memory: 9395 grad_norm: 2.2430 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2096 loss: 3.2096 2022/08/14 22:18:57 - mmengine - INFO - Epoch(train) [54][1100/3757] lr: 1.0000e-01 eta: 2 days, 17:22:52 time: 0.3086 data_time: 0.0137 memory: 9395 grad_norm: 2.3176 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1208 loss: 3.1208 2022/08/14 22:19:28 - mmengine - INFO - Epoch(train) [54][1200/3757] lr: 1.0000e-01 eta: 2 days, 17:22:22 time: 0.3085 data_time: 0.0133 memory: 9395 grad_norm: 2.2389 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1017 loss: 3.1017 2022/08/14 22:19:59 - mmengine - INFO - Epoch(train) [54][1300/3757] lr: 1.0000e-01 eta: 2 days, 17:21:51 time: 0.3124 data_time: 0.0138 memory: 9395 grad_norm: 2.1351 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.1588 loss: 3.1588 2022/08/14 22:20:30 - mmengine - INFO - Epoch(train) [54][1400/3757] lr: 1.0000e-01 eta: 2 days, 17:21:21 time: 0.3096 data_time: 0.0147 memory: 9395 grad_norm: 2.0812 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7366 loss: 2.7366 2022/08/14 22:21:01 - mmengine - INFO - Epoch(train) [54][1500/3757] lr: 1.0000e-01 eta: 2 days, 17:20:50 time: 0.3124 data_time: 0.0131 memory: 9395 grad_norm: 2.1602 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0305 loss: 3.0305 2022/08/14 22:21:32 - mmengine - INFO - Epoch(train) [54][1600/3757] lr: 1.0000e-01 eta: 2 days, 17:20:20 time: 0.3104 data_time: 0.0145 memory: 9395 grad_norm: 2.2099 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2190 loss: 3.2190 2022/08/14 22:22:03 - mmengine - INFO - Epoch(train) [54][1700/3757] lr: 1.0000e-01 eta: 2 days, 17:19:49 time: 0.3107 data_time: 0.0135 memory: 9395 grad_norm: 2.1823 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2564 loss: 3.2564 2022/08/14 22:22:34 - mmengine - INFO - Epoch(train) [54][1800/3757] lr: 1.0000e-01 eta: 2 days, 17:19:19 time: 0.3094 data_time: 0.0144 memory: 9395 grad_norm: 2.2130 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3626 loss: 3.3626 2022/08/14 22:22:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 22:23:05 - mmengine - INFO - Epoch(train) [54][1900/3757] lr: 1.0000e-01 eta: 2 days, 17:18:48 time: 0.3087 data_time: 0.0136 memory: 9395 grad_norm: 2.2398 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1015 loss: 3.1015 2022/08/14 22:23:36 - mmengine - INFO - Epoch(train) [54][2000/3757] lr: 1.0000e-01 eta: 2 days, 17:18:18 time: 0.3087 data_time: 0.0134 memory: 9395 grad_norm: 2.2387 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9886 loss: 2.9886 2022/08/14 22:24:07 - mmengine - INFO - Epoch(train) [54][2100/3757] lr: 1.0000e-01 eta: 2 days, 17:17:47 time: 0.3073 data_time: 0.0134 memory: 9395 grad_norm: 2.1680 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9343 loss: 2.9343 2022/08/14 22:24:38 - mmengine - INFO - Epoch(train) [54][2200/3757] lr: 1.0000e-01 eta: 2 days, 17:17:17 time: 0.3103 data_time: 0.0129 memory: 9395 grad_norm: 2.1120 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2651 loss: 3.2651 2022/08/14 22:25:09 - mmengine - INFO - Epoch(train) [54][2300/3757] lr: 1.0000e-01 eta: 2 days, 17:16:46 time: 0.3108 data_time: 0.0145 memory: 9395 grad_norm: 2.1126 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9428 loss: 2.9428 2022/08/14 22:25:40 - mmengine - INFO - Epoch(train) [54][2400/3757] lr: 1.0000e-01 eta: 2 days, 17:16:16 time: 0.3089 data_time: 0.0138 memory: 9395 grad_norm: 2.1947 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0694 loss: 3.0694 2022/08/14 22:26:11 - mmengine - INFO - Epoch(train) [54][2500/3757] lr: 1.0000e-01 eta: 2 days, 17:15:45 time: 0.3107 data_time: 0.0147 memory: 9395 grad_norm: 2.2547 top1_acc: 0.1250 top5_acc: 1.0000 loss_cls: 3.1050 loss: 3.1050 2022/08/14 22:26:42 - mmengine - INFO - Epoch(train) [54][2600/3757] lr: 1.0000e-01 eta: 2 days, 17:15:14 time: 0.3090 data_time: 0.0129 memory: 9395 grad_norm: 2.1917 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0793 loss: 3.0793 2022/08/14 22:27:13 - mmengine - INFO - Epoch(train) [54][2700/3757] lr: 1.0000e-01 eta: 2 days, 17:14:44 time: 0.3148 data_time: 0.0153 memory: 9395 grad_norm: 2.2222 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8698 loss: 2.8698 2022/08/14 22:27:44 - mmengine - INFO - Epoch(train) [54][2800/3757] lr: 1.0000e-01 eta: 2 days, 17:14:13 time: 0.3084 data_time: 0.0135 memory: 9395 grad_norm: 2.1018 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1340 loss: 3.1340 2022/08/14 22:28:09 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 22:28:15 - mmengine - INFO - Epoch(train) [54][2900/3757] lr: 1.0000e-01 eta: 2 days, 17:13:43 time: 0.3071 data_time: 0.0127 memory: 9395 grad_norm: 2.2055 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0332 loss: 3.0332 2022/08/14 22:28:46 - mmengine - INFO - Epoch(train) [54][3000/3757] lr: 1.0000e-01 eta: 2 days, 17:13:12 time: 0.3080 data_time: 0.0134 memory: 9395 grad_norm: 2.1991 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7386 loss: 2.7386 2022/08/14 22:29:17 - mmengine - INFO - Epoch(train) [54][3100/3757] lr: 1.0000e-01 eta: 2 days, 17:12:41 time: 0.3091 data_time: 0.0136 memory: 9395 grad_norm: 2.1883 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4579 loss: 3.4579 2022/08/14 22:29:48 - mmengine - INFO - Epoch(train) [54][3200/3757] lr: 1.0000e-01 eta: 2 days, 17:12:11 time: 0.3115 data_time: 0.0142 memory: 9395 grad_norm: 2.2272 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.0735 loss: 3.0735 2022/08/14 22:30:19 - mmengine - INFO - Epoch(train) [54][3300/3757] lr: 1.0000e-01 eta: 2 days, 17:11:40 time: 0.3078 data_time: 0.0134 memory: 9395 grad_norm: 2.1643 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1431 loss: 3.1431 2022/08/14 22:30:50 - mmengine - INFO - Epoch(train) [54][3400/3757] lr: 1.0000e-01 eta: 2 days, 17:11:09 time: 0.3083 data_time: 0.0147 memory: 9395 grad_norm: 2.1560 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1451 loss: 3.1451 2022/08/14 22:31:21 - mmengine - INFO - Epoch(train) [54][3500/3757] lr: 1.0000e-01 eta: 2 days, 17:10:38 time: 0.3085 data_time: 0.0130 memory: 9395 grad_norm: 2.1993 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1716 loss: 3.1716 2022/08/14 22:31:52 - mmengine - INFO - Epoch(train) [54][3600/3757] lr: 1.0000e-01 eta: 2 days, 17:10:08 time: 0.3094 data_time: 0.0144 memory: 9395 grad_norm: 2.2182 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9482 loss: 2.9482 2022/08/14 22:32:23 - mmengine - INFO - Epoch(train) [54][3700/3757] lr: 1.0000e-01 eta: 2 days, 17:09:37 time: 0.3096 data_time: 0.0134 memory: 9395 grad_norm: 2.1855 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0350 loss: 3.0350 2022/08/14 22:32:41 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 22:32:41 - mmengine - INFO - Epoch(train) [54][3757/3757] lr: 1.0000e-01 eta: 2 days, 17:09:25 time: 0.3031 data_time: 0.0135 memory: 9395 grad_norm: 2.1884 top1_acc: 0.2857 top5_acc: 0.4286 loss_cls: 2.9148 loss: 2.9148 2022/08/14 22:33:14 - mmengine - INFO - Epoch(train) [55][100/3757] lr: 1.0000e-01 eta: 2 days, 17:08:37 time: 0.3108 data_time: 0.0150 memory: 9395 grad_norm: 2.1773 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1287 loss: 3.1287 2022/08/14 22:33:21 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 22:33:45 - mmengine - INFO - Epoch(train) [55][200/3757] lr: 1.0000e-01 eta: 2 days, 17:08:06 time: 0.3091 data_time: 0.0136 memory: 9395 grad_norm: 2.2147 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2362 loss: 3.2362 2022/08/14 22:34:16 - mmengine - INFO - Epoch(train) [55][300/3757] lr: 1.0000e-01 eta: 2 days, 17:07:36 time: 0.3080 data_time: 0.0134 memory: 9395 grad_norm: 2.1527 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0645 loss: 3.0645 2022/08/14 22:34:47 - mmengine - INFO - Epoch(train) [55][400/3757] lr: 1.0000e-01 eta: 2 days, 17:07:05 time: 0.3086 data_time: 0.0133 memory: 9395 grad_norm: 2.2183 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.9480 loss: 2.9480 2022/08/14 22:35:18 - mmengine - INFO - Epoch(train) [55][500/3757] lr: 1.0000e-01 eta: 2 days, 17:06:34 time: 0.3079 data_time: 0.0134 memory: 9395 grad_norm: 2.2089 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0116 loss: 3.0116 2022/08/14 22:35:49 - mmengine - INFO - Epoch(train) [55][600/3757] lr: 1.0000e-01 eta: 2 days, 17:06:04 time: 0.3082 data_time: 0.0124 memory: 9395 grad_norm: 2.1923 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0002 loss: 3.0002 2022/08/14 22:36:20 - mmengine - INFO - Epoch(train) [55][700/3757] lr: 1.0000e-01 eta: 2 days, 17:05:33 time: 0.3111 data_time: 0.0146 memory: 9395 grad_norm: 2.1964 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0895 loss: 3.0895 2022/08/14 22:36:51 - mmengine - INFO - Epoch(train) [55][800/3757] lr: 1.0000e-01 eta: 2 days, 17:05:02 time: 0.3101 data_time: 0.0135 memory: 9395 grad_norm: 2.2657 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0467 loss: 3.0467 2022/08/14 22:37:22 - mmengine - INFO - Epoch(train) [55][900/3757] lr: 1.0000e-01 eta: 2 days, 17:04:32 time: 0.3081 data_time: 0.0140 memory: 9395 grad_norm: 2.0954 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1563 loss: 3.1563 2022/08/14 22:37:53 - mmengine - INFO - Epoch(train) [55][1000/3757] lr: 1.0000e-01 eta: 2 days, 17:04:01 time: 0.3093 data_time: 0.0138 memory: 9395 grad_norm: 2.1863 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2499 loss: 3.2499 2022/08/14 22:38:24 - mmengine - INFO - Epoch(train) [55][1100/3757] lr: 1.0000e-01 eta: 2 days, 17:03:31 time: 0.3119 data_time: 0.0134 memory: 9395 grad_norm: 2.1505 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2592 loss: 3.2592 2022/08/14 22:38:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 22:38:55 - mmengine - INFO - Epoch(train) [55][1200/3757] lr: 1.0000e-01 eta: 2 days, 17:03:00 time: 0.3083 data_time: 0.0132 memory: 9395 grad_norm: 2.1407 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2800 loss: 3.2800 2022/08/14 22:39:26 - mmengine - INFO - Epoch(train) [55][1300/3757] lr: 1.0000e-01 eta: 2 days, 17:02:29 time: 0.3093 data_time: 0.0135 memory: 9395 grad_norm: 2.1910 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.8624 loss: 2.8624 2022/08/14 22:39:57 - mmengine - INFO - Epoch(train) [55][1400/3757] lr: 1.0000e-01 eta: 2 days, 17:01:59 time: 0.3085 data_time: 0.0129 memory: 9395 grad_norm: 2.1637 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0985 loss: 3.0985 2022/08/14 22:40:28 - mmengine - INFO - Epoch(train) [55][1500/3757] lr: 1.0000e-01 eta: 2 days, 17:01:28 time: 0.3103 data_time: 0.0160 memory: 9395 grad_norm: 2.1984 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 3.0265 loss: 3.0265 2022/08/14 22:40:59 - mmengine - INFO - Epoch(train) [55][1600/3757] lr: 1.0000e-01 eta: 2 days, 17:00:58 time: 0.3074 data_time: 0.0133 memory: 9395 grad_norm: 2.2331 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2411 loss: 3.2411 2022/08/14 22:41:31 - mmengine - INFO - Epoch(train) [55][1700/3757] lr: 1.0000e-01 eta: 2 days, 17:00:27 time: 0.3103 data_time: 0.0143 memory: 9395 grad_norm: 2.2036 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3791 loss: 3.3791 2022/08/14 22:42:02 - mmengine - INFO - Epoch(train) [55][1800/3757] lr: 1.0000e-01 eta: 2 days, 16:59:57 time: 0.3102 data_time: 0.0135 memory: 9395 grad_norm: 2.1995 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9607 loss: 2.9607 2022/08/14 22:42:33 - mmengine - INFO - Epoch(train) [55][1900/3757] lr: 1.0000e-01 eta: 2 days, 16:59:27 time: 0.3181 data_time: 0.0146 memory: 9395 grad_norm: 2.1614 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0336 loss: 3.0336 2022/08/14 22:43:04 - mmengine - INFO - Epoch(train) [55][2000/3757] lr: 1.0000e-01 eta: 2 days, 16:58:56 time: 0.3090 data_time: 0.0128 memory: 9395 grad_norm: 2.1500 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0661 loss: 3.0661 2022/08/14 22:43:35 - mmengine - INFO - Epoch(train) [55][2100/3757] lr: 1.0000e-01 eta: 2 days, 16:58:25 time: 0.3085 data_time: 0.0127 memory: 9395 grad_norm: 2.1978 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7172 loss: 2.7172 2022/08/14 22:43:42 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 22:44:06 - mmengine - INFO - Epoch(train) [55][2200/3757] lr: 1.0000e-01 eta: 2 days, 16:57:55 time: 0.3079 data_time: 0.0131 memory: 9395 grad_norm: 2.2319 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1375 loss: 3.1375 2022/08/14 22:44:37 - mmengine - INFO - Epoch(train) [55][2300/3757] lr: 1.0000e-01 eta: 2 days, 16:57:24 time: 0.3087 data_time: 0.0137 memory: 9395 grad_norm: 2.1829 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3702 loss: 3.3702 2022/08/14 22:45:08 - mmengine - INFO - Epoch(train) [55][2400/3757] lr: 1.0000e-01 eta: 2 days, 16:56:53 time: 0.3087 data_time: 0.0133 memory: 9395 grad_norm: 2.1934 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.1660 loss: 3.1660 2022/08/14 22:45:39 - mmengine - INFO - Epoch(train) [55][2500/3757] lr: 1.0000e-01 eta: 2 days, 16:56:23 time: 0.3088 data_time: 0.0131 memory: 9395 grad_norm: 2.2014 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.5914 loss: 3.5914 2022/08/14 22:46:10 - mmengine - INFO - Epoch(train) [55][2600/3757] lr: 1.0000e-01 eta: 2 days, 16:55:52 time: 0.3108 data_time: 0.0138 memory: 9395 grad_norm: 2.2608 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.6843 loss: 3.6843 2022/08/14 22:46:41 - mmengine - INFO - Epoch(train) [55][2700/3757] lr: 1.0000e-01 eta: 2 days, 16:55:22 time: 0.3091 data_time: 0.0134 memory: 9395 grad_norm: 2.1141 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1060 loss: 3.1060 2022/08/14 22:47:12 - mmengine - INFO - Epoch(train) [55][2800/3757] lr: 1.0000e-01 eta: 2 days, 16:54:51 time: 0.3090 data_time: 0.0138 memory: 9395 grad_norm: 2.2300 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0846 loss: 3.0846 2022/08/14 22:47:43 - mmengine - INFO - Epoch(train) [55][2900/3757] lr: 1.0000e-01 eta: 2 days, 16:54:20 time: 0.3126 data_time: 0.0133 memory: 9395 grad_norm: 2.2131 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9297 loss: 2.9297 2022/08/14 22:48:14 - mmengine - INFO - Epoch(train) [55][3000/3757] lr: 1.0000e-01 eta: 2 days, 16:53:50 time: 0.3105 data_time: 0.0128 memory: 9395 grad_norm: 2.1715 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1219 loss: 3.1219 2022/08/14 22:48:45 - mmengine - INFO - Epoch(train) [55][3100/3757] lr: 1.0000e-01 eta: 2 days, 16:53:20 time: 0.3098 data_time: 0.0151 memory: 9395 grad_norm: 2.2494 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1116 loss: 3.1116 2022/08/14 22:48:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 22:49:16 - mmengine - INFO - Epoch(train) [55][3200/3757] lr: 1.0000e-01 eta: 2 days, 16:52:49 time: 0.3097 data_time: 0.0132 memory: 9395 grad_norm: 2.2179 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1333 loss: 3.1333 2022/08/14 22:49:47 - mmengine - INFO - Epoch(train) [55][3300/3757] lr: 1.0000e-01 eta: 2 days, 16:52:18 time: 0.3085 data_time: 0.0137 memory: 9395 grad_norm: 2.2344 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2254 loss: 3.2254 2022/08/14 22:50:18 - mmengine - INFO - Epoch(train) [55][3400/3757] lr: 1.0000e-01 eta: 2 days, 16:51:47 time: 0.3076 data_time: 0.0132 memory: 9395 grad_norm: 2.1310 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3503 loss: 3.3503 2022/08/14 22:50:49 - mmengine - INFO - Epoch(train) [55][3500/3757] lr: 1.0000e-01 eta: 2 days, 16:51:17 time: 0.3073 data_time: 0.0129 memory: 9395 grad_norm: 2.1606 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3541 loss: 3.3541 2022/08/14 22:51:20 - mmengine - INFO - Epoch(train) [55][3600/3757] lr: 1.0000e-01 eta: 2 days, 16:50:46 time: 0.3085 data_time: 0.0131 memory: 9395 grad_norm: 2.1600 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2617 loss: 3.2617 2022/08/14 22:51:51 - mmengine - INFO - Epoch(train) [55][3700/3757] lr: 1.0000e-01 eta: 2 days, 16:50:15 time: 0.3089 data_time: 0.0145 memory: 9395 grad_norm: 2.2207 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0201 loss: 3.0201 2022/08/14 22:52:09 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 22:52:09 - mmengine - INFO - Epoch(train) [55][3757/3757] lr: 1.0000e-01 eta: 2 days, 16:50:03 time: 0.3026 data_time: 0.0131 memory: 9395 grad_norm: 2.1691 top1_acc: 0.5714 top5_acc: 0.7143 loss_cls: 2.8822 loss: 2.8822 2022/08/14 22:52:26 - mmengine - INFO - Epoch(val) [55][100/310] eta: 0:00:34 time: 0.1638 data_time: 0.0684 memory: 1523 2022/08/14 22:52:44 - mmengine - INFO - Epoch(val) [55][200/310] eta: 0:00:16 time: 0.1539 data_time: 0.0606 memory: 1523 2022/08/14 22:53:00 - mmengine - INFO - Epoch(val) [55][300/310] eta: 0:00:01 time: 0.1616 data_time: 0.0693 memory: 1523 2022/08/14 22:53:04 - mmengine - INFO - Epoch(val) [55][310/310] acc/top1: 0.3656 acc/top5: 0.6416 acc/mean1: 0.3655 2022/08/14 22:53:37 - mmengine - INFO - Epoch(train) [56][100/3757] lr: 1.0000e-01 eta: 2 days, 16:49:13 time: 0.3070 data_time: 0.0140 memory: 9395 grad_norm: 2.1816 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9009 loss: 2.9009 2022/08/14 22:54:08 - mmengine - INFO - Epoch(train) [56][200/3757] lr: 1.0000e-01 eta: 2 days, 16:48:42 time: 0.3089 data_time: 0.0132 memory: 9395 grad_norm: 2.1606 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1066 loss: 3.1066 2022/08/14 22:54:39 - mmengine - INFO - Epoch(train) [56][300/3757] lr: 1.0000e-01 eta: 2 days, 16:48:11 time: 0.3083 data_time: 0.0134 memory: 9395 grad_norm: 2.1089 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1844 loss: 3.1844 2022/08/14 22:54:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 22:55:10 - mmengine - INFO - Epoch(train) [56][400/3757] lr: 1.0000e-01 eta: 2 days, 16:47:41 time: 0.3095 data_time: 0.0143 memory: 9395 grad_norm: 2.1525 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8150 loss: 2.8150 2022/08/14 22:55:41 - mmengine - INFO - Epoch(train) [56][500/3757] lr: 1.0000e-01 eta: 2 days, 16:47:10 time: 0.3089 data_time: 0.0131 memory: 9395 grad_norm: 2.2282 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9110 loss: 2.9110 2022/08/14 22:56:12 - mmengine - INFO - Epoch(train) [56][600/3757] lr: 1.0000e-01 eta: 2 days, 16:46:39 time: 0.3111 data_time: 0.0136 memory: 9395 grad_norm: 2.2179 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9152 loss: 2.9152 2022/08/14 22:56:43 - mmengine - INFO - Epoch(train) [56][700/3757] lr: 1.0000e-01 eta: 2 days, 16:46:08 time: 0.3090 data_time: 0.0130 memory: 9395 grad_norm: 2.1450 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9521 loss: 2.9521 2022/08/14 22:57:14 - mmengine - INFO - Epoch(train) [56][800/3757] lr: 1.0000e-01 eta: 2 days, 16:45:37 time: 0.3088 data_time: 0.0146 memory: 9395 grad_norm: 2.1707 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8901 loss: 2.8901 2022/08/14 22:57:45 - mmengine - INFO - Epoch(train) [56][900/3757] lr: 1.0000e-01 eta: 2 days, 16:45:06 time: 0.3082 data_time: 0.0136 memory: 9395 grad_norm: 2.3051 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4466 loss: 3.4466 2022/08/14 22:58:16 - mmengine - INFO - Epoch(train) [56][1000/3757] lr: 1.0000e-01 eta: 2 days, 16:44:36 time: 0.3113 data_time: 0.0146 memory: 9395 grad_norm: 2.1359 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3180 loss: 3.3180 2022/08/14 22:58:47 - mmengine - INFO - Epoch(train) [56][1100/3757] lr: 1.0000e-01 eta: 2 days, 16:44:05 time: 0.3076 data_time: 0.0130 memory: 9395 grad_norm: 2.2211 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8740 loss: 2.8740 2022/08/14 22:59:18 - mmengine - INFO - Epoch(train) [56][1200/3757] lr: 1.0000e-01 eta: 2 days, 16:43:34 time: 0.3075 data_time: 0.0132 memory: 9395 grad_norm: 2.2298 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.2748 loss: 3.2748 2022/08/14 22:59:49 - mmengine - INFO - Epoch(train) [56][1300/3757] lr: 1.0000e-01 eta: 2 days, 16:43:03 time: 0.3087 data_time: 0.0136 memory: 9395 grad_norm: 2.1735 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2695 loss: 3.2695 2022/08/14 23:00:09 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 23:00:20 - mmengine - INFO - Epoch(train) [56][1400/3757] lr: 1.0000e-01 eta: 2 days, 16:42:33 time: 0.3083 data_time: 0.0133 memory: 9395 grad_norm: 2.1979 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.2891 loss: 3.2891 2022/08/14 23:00:51 - mmengine - INFO - Epoch(train) [56][1500/3757] lr: 1.0000e-01 eta: 2 days, 16:42:02 time: 0.3083 data_time: 0.0133 memory: 9395 grad_norm: 2.2205 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0333 loss: 3.0333 2022/08/14 23:01:22 - mmengine - INFO - Epoch(train) [56][1600/3757] lr: 1.0000e-01 eta: 2 days, 16:41:32 time: 0.3096 data_time: 0.0142 memory: 9395 grad_norm: 2.1675 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0261 loss: 3.0261 2022/08/14 23:01:53 - mmengine - INFO - Epoch(train) [56][1700/3757] lr: 1.0000e-01 eta: 2 days, 16:41:02 time: 0.3115 data_time: 0.0150 memory: 9395 grad_norm: 2.2549 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0477 loss: 3.0477 2022/08/14 23:02:24 - mmengine - INFO - Epoch(train) [56][1800/3757] lr: 1.0000e-01 eta: 2 days, 16:40:31 time: 0.3077 data_time: 0.0133 memory: 9395 grad_norm: 2.1430 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8655 loss: 2.8655 2022/08/14 23:02:55 - mmengine - INFO - Epoch(train) [56][1900/3757] lr: 1.0000e-01 eta: 2 days, 16:40:00 time: 0.3096 data_time: 0.0138 memory: 9395 grad_norm: 2.1470 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0183 loss: 3.0183 2022/08/14 23:03:26 - mmengine - INFO - Epoch(train) [56][2000/3757] lr: 1.0000e-01 eta: 2 days, 16:39:29 time: 0.3077 data_time: 0.0135 memory: 9395 grad_norm: 2.2101 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9908 loss: 2.9908 2022/08/14 23:03:57 - mmengine - INFO - Epoch(train) [56][2100/3757] lr: 1.0000e-01 eta: 2 days, 16:38:59 time: 0.3086 data_time: 0.0133 memory: 9395 grad_norm: 2.1878 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7175 loss: 2.7175 2022/08/14 23:04:28 - mmengine - INFO - Epoch(train) [56][2200/3757] lr: 1.0000e-01 eta: 2 days, 16:38:28 time: 0.3085 data_time: 0.0132 memory: 9395 grad_norm: 2.2038 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0144 loss: 3.0144 2022/08/14 23:04:59 - mmengine - INFO - Epoch(train) [56][2300/3757] lr: 1.0000e-01 eta: 2 days, 16:37:57 time: 0.3073 data_time: 0.0129 memory: 9395 grad_norm: 2.2914 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1914 loss: 3.1914 2022/08/14 23:05:19 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 23:05:30 - mmengine - INFO - Epoch(train) [56][2400/3757] lr: 1.0000e-01 eta: 2 days, 16:37:26 time: 0.3074 data_time: 0.0129 memory: 9395 grad_norm: 2.2722 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1200 loss: 3.1200 2022/08/14 23:06:01 - mmengine - INFO - Epoch(train) [56][2500/3757] lr: 1.0000e-01 eta: 2 days, 16:36:55 time: 0.3081 data_time: 0.0126 memory: 9395 grad_norm: 2.2167 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.1279 loss: 3.1279 2022/08/14 23:06:32 - mmengine - INFO - Epoch(train) [56][2600/3757] lr: 1.0000e-01 eta: 2 days, 16:36:25 time: 0.3090 data_time: 0.0136 memory: 9395 grad_norm: 2.1644 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9247 loss: 2.9247 2022/08/14 23:07:03 - mmengine - INFO - Epoch(train) [56][2700/3757] lr: 1.0000e-01 eta: 2 days, 16:35:54 time: 0.3117 data_time: 0.0155 memory: 9395 grad_norm: 2.1854 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2297 loss: 3.2297 2022/08/14 23:07:34 - mmengine - INFO - Epoch(train) [56][2800/3757] lr: 1.0000e-01 eta: 2 days, 16:35:24 time: 0.3105 data_time: 0.0128 memory: 9395 grad_norm: 2.3013 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.7998 loss: 3.7998 2022/08/14 23:08:05 - mmengine - INFO - Epoch(train) [56][2900/3757] lr: 1.0000e-01 eta: 2 days, 16:34:53 time: 0.3093 data_time: 0.0143 memory: 9395 grad_norm: 2.2113 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2402 loss: 3.2402 2022/08/14 23:08:36 - mmengine - INFO - Epoch(train) [56][3000/3757] lr: 1.0000e-01 eta: 2 days, 16:34:23 time: 0.3092 data_time: 0.0134 memory: 9395 grad_norm: 2.2005 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0066 loss: 3.0066 2022/08/14 23:09:07 - mmengine - INFO - Epoch(train) [56][3100/3757] lr: 1.0000e-01 eta: 2 days, 16:33:52 time: 0.3091 data_time: 0.0154 memory: 9395 grad_norm: 2.2194 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1563 loss: 3.1563 2022/08/14 23:09:38 - mmengine - INFO - Epoch(train) [56][3200/3757] lr: 1.0000e-01 eta: 2 days, 16:33:21 time: 0.3083 data_time: 0.0134 memory: 9395 grad_norm: 2.2531 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3556 loss: 3.3556 2022/08/14 23:10:09 - mmengine - INFO - Epoch(train) [56][3300/3757] lr: 1.0000e-01 eta: 2 days, 16:32:51 time: 0.3077 data_time: 0.0132 memory: 9395 grad_norm: 2.1454 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1017 loss: 3.1017 2022/08/14 23:10:29 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 23:10:40 - mmengine - INFO - Epoch(train) [56][3400/3757] lr: 1.0000e-01 eta: 2 days, 16:32:20 time: 0.3086 data_time: 0.0132 memory: 9395 grad_norm: 2.2476 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7945 loss: 2.7945 2022/08/14 23:11:11 - mmengine - INFO - Epoch(train) [56][3500/3757] lr: 1.0000e-01 eta: 2 days, 16:31:49 time: 0.3079 data_time: 0.0126 memory: 9395 grad_norm: 2.2810 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0511 loss: 3.0511 2022/08/14 23:11:42 - mmengine - INFO - Epoch(train) [56][3600/3757] lr: 1.0000e-01 eta: 2 days, 16:31:19 time: 0.3102 data_time: 0.0146 memory: 9395 grad_norm: 2.1981 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1985 loss: 3.1985 2022/08/14 23:12:13 - mmengine - INFO - Epoch(train) [56][3700/3757] lr: 1.0000e-01 eta: 2 days, 16:30:48 time: 0.3082 data_time: 0.0137 memory: 9395 grad_norm: 2.1814 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0624 loss: 3.0624 2022/08/14 23:12:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 23:12:31 - mmengine - INFO - Epoch(train) [56][3757/3757] lr: 1.0000e-01 eta: 2 days, 16:30:37 time: 0.3026 data_time: 0.0134 memory: 9395 grad_norm: 2.1929 top1_acc: 0.2857 top5_acc: 0.7143 loss_cls: 2.6540 loss: 2.6540 2022/08/14 23:12:31 - mmengine - INFO - Saving checkpoint at 56 epochs 2022/08/14 23:13:05 - mmengine - INFO - Epoch(train) [57][100/3757] lr: 1.0000e-01 eta: 2 days, 16:29:46 time: 0.3110 data_time: 0.0159 memory: 9395 grad_norm: 2.1654 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0102 loss: 3.0102 2022/08/14 23:13:36 - mmengine - INFO - Epoch(train) [57][200/3757] lr: 1.0000e-01 eta: 2 days, 16:29:15 time: 0.3082 data_time: 0.0129 memory: 9395 grad_norm: 2.2164 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1410 loss: 3.1410 2022/08/14 23:14:07 - mmengine - INFO - Epoch(train) [57][300/3757] lr: 1.0000e-01 eta: 2 days, 16:28:45 time: 0.3084 data_time: 0.0131 memory: 9395 grad_norm: 2.2410 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9889 loss: 2.9889 2022/08/14 23:14:38 - mmengine - INFO - Epoch(train) [57][400/3757] lr: 1.0000e-01 eta: 2 days, 16:28:14 time: 0.3075 data_time: 0.0130 memory: 9395 grad_norm: 2.2744 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2212 loss: 3.2212 2022/08/14 23:15:09 - mmengine - INFO - Epoch(train) [57][500/3757] lr: 1.0000e-01 eta: 2 days, 16:27:43 time: 0.3078 data_time: 0.0132 memory: 9395 grad_norm: 2.1546 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8315 loss: 2.8315 2022/08/14 23:15:40 - mmengine - INFO - Epoch(train) [57][600/3757] lr: 1.0000e-01 eta: 2 days, 16:27:13 time: 0.3086 data_time: 0.0132 memory: 9395 grad_norm: 2.1886 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0361 loss: 3.0361 2022/08/14 23:15:42 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 23:16:11 - mmengine - INFO - Epoch(train) [57][700/3757] lr: 1.0000e-01 eta: 2 days, 16:26:43 time: 0.3089 data_time: 0.0139 memory: 9395 grad_norm: 2.1175 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2665 loss: 3.2665 2022/08/14 23:16:42 - mmengine - INFO - Epoch(train) [57][800/3757] lr: 1.0000e-01 eta: 2 days, 16:26:12 time: 0.3096 data_time: 0.0139 memory: 9395 grad_norm: 2.2703 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9610 loss: 2.9610 2022/08/14 23:17:13 - mmengine - INFO - Epoch(train) [57][900/3757] lr: 1.0000e-01 eta: 2 days, 16:25:41 time: 0.3098 data_time: 0.0149 memory: 9395 grad_norm: 2.1619 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1979 loss: 3.1979 2022/08/14 23:17:44 - mmengine - INFO - Epoch(train) [57][1000/3757] lr: 1.0000e-01 eta: 2 days, 16:25:11 time: 0.3097 data_time: 0.0138 memory: 9395 grad_norm: 2.2061 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9666 loss: 2.9666 2022/08/14 23:18:15 - mmengine - INFO - Epoch(train) [57][1100/3757] lr: 1.0000e-01 eta: 2 days, 16:24:40 time: 0.3093 data_time: 0.0146 memory: 9395 grad_norm: 2.1737 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.4924 loss: 3.4924 2022/08/14 23:18:46 - mmengine - INFO - Epoch(train) [57][1200/3757] lr: 1.0000e-01 eta: 2 days, 16:24:09 time: 0.3092 data_time: 0.0131 memory: 9395 grad_norm: 2.1787 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.9810 loss: 2.9810 2022/08/14 23:19:17 - mmengine - INFO - Epoch(train) [57][1300/3757] lr: 1.0000e-01 eta: 2 days, 16:23:39 time: 0.3083 data_time: 0.0125 memory: 9395 grad_norm: 2.1379 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0463 loss: 3.0463 2022/08/14 23:19:48 - mmengine - INFO - Epoch(train) [57][1400/3757] lr: 1.0000e-01 eta: 2 days, 16:23:08 time: 0.3102 data_time: 0.0130 memory: 9395 grad_norm: 2.2098 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2697 loss: 3.2697 2022/08/14 23:20:19 - mmengine - INFO - Epoch(train) [57][1500/3757] lr: 1.0000e-01 eta: 2 days, 16:22:37 time: 0.3074 data_time: 0.0132 memory: 9395 grad_norm: 2.1679 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9353 loss: 2.9353 2022/08/14 23:20:50 - mmengine - INFO - Epoch(train) [57][1600/3757] lr: 1.0000e-01 eta: 2 days, 16:22:06 time: 0.3092 data_time: 0.0127 memory: 9395 grad_norm: 2.1420 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9784 loss: 2.9784 2022/08/14 23:20:53 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 23:21:21 - mmengine - INFO - Epoch(train) [57][1700/3757] lr: 1.0000e-01 eta: 2 days, 16:21:36 time: 0.3085 data_time: 0.0135 memory: 9395 grad_norm: 2.2553 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.1445 loss: 3.1445 2022/08/14 23:21:52 - mmengine - INFO - Epoch(train) [57][1800/3757] lr: 1.0000e-01 eta: 2 days, 16:21:06 time: 0.3121 data_time: 0.0129 memory: 9395 grad_norm: 2.2971 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8764 loss: 2.8764 2022/08/14 23:22:23 - mmengine - INFO - Epoch(train) [57][1900/3757] lr: 1.0000e-01 eta: 2 days, 16:20:35 time: 0.3099 data_time: 0.0151 memory: 9395 grad_norm: 2.1769 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8140 loss: 2.8140 2022/08/14 23:22:54 - mmengine - INFO - Epoch(train) [57][2000/3757] lr: 1.0000e-01 eta: 2 days, 16:20:04 time: 0.3083 data_time: 0.0134 memory: 9395 grad_norm: 2.2169 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9832 loss: 2.9832 2022/08/14 23:23:26 - mmengine - INFO - Epoch(train) [57][2100/3757] lr: 1.0000e-01 eta: 2 days, 16:19:34 time: 0.3194 data_time: 0.0149 memory: 9395 grad_norm: 2.1796 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0828 loss: 3.0828 2022/08/14 23:23:57 - mmengine - INFO - Epoch(train) [57][2200/3757] lr: 1.0000e-01 eta: 2 days, 16:19:04 time: 0.3076 data_time: 0.0142 memory: 9395 grad_norm: 2.2035 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0387 loss: 3.0387 2022/08/14 23:24:28 - mmengine - INFO - Epoch(train) [57][2300/3757] lr: 1.0000e-01 eta: 2 days, 16:18:34 time: 0.3116 data_time: 0.0150 memory: 9395 grad_norm: 2.2142 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.1621 loss: 3.1621 2022/08/14 23:24:59 - mmengine - INFO - Epoch(train) [57][2400/3757] lr: 1.0000e-01 eta: 2 days, 16:18:03 time: 0.3086 data_time: 0.0136 memory: 9395 grad_norm: 2.1762 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2918 loss: 3.2918 2022/08/14 23:25:30 - mmengine - INFO - Epoch(train) [57][2500/3757] lr: 1.0000e-01 eta: 2 days, 16:17:33 time: 0.3093 data_time: 0.0140 memory: 9395 grad_norm: 2.2124 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.9025 loss: 2.9025 2022/08/14 23:26:01 - mmengine - INFO - Epoch(train) [57][2600/3757] lr: 1.0000e-01 eta: 2 days, 16:17:02 time: 0.3081 data_time: 0.0138 memory: 9395 grad_norm: 2.2738 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1268 loss: 3.1268 2022/08/14 23:26:03 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 23:26:32 - mmengine - INFO - Epoch(train) [57][2700/3757] lr: 1.0000e-01 eta: 2 days, 16:16:31 time: 0.3088 data_time: 0.0131 memory: 9395 grad_norm: 2.1679 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9924 loss: 2.9924 2022/08/14 23:27:03 - mmengine - INFO - Epoch(train) [57][2800/3757] lr: 1.0000e-01 eta: 2 days, 16:16:00 time: 0.3131 data_time: 0.0151 memory: 9395 grad_norm: 2.2430 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1276 loss: 3.1276 2022/08/14 23:27:34 - mmengine - INFO - Epoch(train) [57][2900/3757] lr: 1.0000e-01 eta: 2 days, 16:15:30 time: 0.3089 data_time: 0.0131 memory: 9395 grad_norm: 2.2042 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1136 loss: 3.1136 2022/08/14 23:28:05 - mmengine - INFO - Epoch(train) [57][3000/3757] lr: 1.0000e-01 eta: 2 days, 16:14:59 time: 0.3108 data_time: 0.0151 memory: 9395 grad_norm: 2.1672 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0713 loss: 3.0713 2022/08/14 23:28:36 - mmengine - INFO - Epoch(train) [57][3100/3757] lr: 1.0000e-01 eta: 2 days, 16:14:28 time: 0.3085 data_time: 0.0154 memory: 9395 grad_norm: 2.2758 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2705 loss: 3.2705 2022/08/14 23:29:07 - mmengine - INFO - Epoch(train) [57][3200/3757] lr: 1.0000e-01 eta: 2 days, 16:13:58 time: 0.3099 data_time: 0.0148 memory: 9395 grad_norm: 2.2025 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0936 loss: 3.0936 2022/08/14 23:29:38 - mmengine - INFO - Epoch(train) [57][3300/3757] lr: 1.0000e-01 eta: 2 days, 16:13:27 time: 0.3097 data_time: 0.0129 memory: 9395 grad_norm: 2.1288 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0871 loss: 3.0871 2022/08/14 23:30:09 - mmengine - INFO - Epoch(train) [57][3400/3757] lr: 1.0000e-01 eta: 2 days, 16:12:56 time: 0.3089 data_time: 0.0135 memory: 9395 grad_norm: 2.1715 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0439 loss: 3.0439 2022/08/14 23:30:40 - mmengine - INFO - Epoch(train) [57][3500/3757] lr: 1.0000e-01 eta: 2 days, 16:12:26 time: 0.3089 data_time: 0.0142 memory: 9395 grad_norm: 2.2522 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.3194 loss: 3.3194 2022/08/14 23:31:11 - mmengine - INFO - Epoch(train) [57][3600/3757] lr: 1.0000e-01 eta: 2 days, 16:11:55 time: 0.3084 data_time: 0.0135 memory: 9395 grad_norm: 2.2024 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.1653 loss: 3.1653 2022/08/14 23:31:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 23:31:42 - mmengine - INFO - Epoch(train) [57][3700/3757] lr: 1.0000e-01 eta: 2 days, 16:11:24 time: 0.3082 data_time: 0.0132 memory: 9395 grad_norm: 2.1951 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0328 loss: 3.0328 2022/08/14 23:31:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 23:31:59 - mmengine - INFO - Epoch(train) [57][3757/3757] lr: 1.0000e-01 eta: 2 days, 16:11:12 time: 0.3022 data_time: 0.0130 memory: 9395 grad_norm: 2.1762 top1_acc: 0.4286 top5_acc: 0.4286 loss_cls: 2.8638 loss: 2.8638 2022/08/14 23:32:32 - mmengine - INFO - Epoch(train) [58][100/3757] lr: 1.0000e-01 eta: 2 days, 16:10:23 time: 0.3082 data_time: 0.0134 memory: 9395 grad_norm: 2.1786 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2899 loss: 3.2899 2022/08/14 23:33:03 - mmengine - INFO - Epoch(train) [58][200/3757] lr: 1.0000e-01 eta: 2 days, 16:09:52 time: 0.3092 data_time: 0.0152 memory: 9395 grad_norm: 2.1986 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2298 loss: 3.2298 2022/08/14 23:33:34 - mmengine - INFO - Epoch(train) [58][300/3757] lr: 1.0000e-01 eta: 2 days, 16:09:21 time: 0.3079 data_time: 0.0130 memory: 9395 grad_norm: 2.2278 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9827 loss: 2.9827 2022/08/14 23:34:05 - mmengine - INFO - Epoch(train) [58][400/3757] lr: 1.0000e-01 eta: 2 days, 16:08:50 time: 0.3100 data_time: 0.0146 memory: 9395 grad_norm: 2.2664 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8343 loss: 2.8343 2022/08/14 23:34:36 - mmengine - INFO - Epoch(train) [58][500/3757] lr: 1.0000e-01 eta: 2 days, 16:08:21 time: 0.3184 data_time: 0.0138 memory: 9395 grad_norm: 2.1869 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1230 loss: 3.1230 2022/08/14 23:35:07 - mmengine - INFO - Epoch(train) [58][600/3757] lr: 1.0000e-01 eta: 2 days, 16:07:50 time: 0.3087 data_time: 0.0132 memory: 9395 grad_norm: 2.1728 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3653 loss: 3.3653 2022/08/14 23:35:38 - mmengine - INFO - Epoch(train) [58][700/3757] lr: 1.0000e-01 eta: 2 days, 16:07:19 time: 0.3104 data_time: 0.0135 memory: 9395 grad_norm: 2.1962 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 3.2371 loss: 3.2371 2022/08/14 23:36:09 - mmengine - INFO - Epoch(train) [58][800/3757] lr: 1.0000e-01 eta: 2 days, 16:06:48 time: 0.3073 data_time: 0.0136 memory: 9395 grad_norm: 2.1480 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.3732 loss: 3.3732 2022/08/14 23:36:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 23:36:40 - mmengine - INFO - Epoch(train) [58][900/3757] lr: 1.0000e-01 eta: 2 days, 16:06:17 time: 0.3070 data_time: 0.0140 memory: 9395 grad_norm: 2.2410 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2116 loss: 3.2116 2022/08/14 23:37:11 - mmengine - INFO - Epoch(train) [58][1000/3757] lr: 1.0000e-01 eta: 2 days, 16:05:47 time: 0.3088 data_time: 0.0136 memory: 9395 grad_norm: 2.1403 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8559 loss: 2.8559 2022/08/14 23:37:42 - mmengine - INFO - Epoch(train) [58][1100/3757] lr: 1.0000e-01 eta: 2 days, 16:05:16 time: 0.3091 data_time: 0.0135 memory: 9395 grad_norm: 2.2338 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.1602 loss: 3.1602 2022/08/14 23:38:13 - mmengine - INFO - Epoch(train) [58][1200/3757] lr: 1.0000e-01 eta: 2 days, 16:04:45 time: 0.3115 data_time: 0.0150 memory: 9395 grad_norm: 2.1670 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0055 loss: 3.0055 2022/08/14 23:38:44 - mmengine - INFO - Epoch(train) [58][1300/3757] lr: 1.0000e-01 eta: 2 days, 16:04:14 time: 0.3092 data_time: 0.0140 memory: 9395 grad_norm: 2.1963 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8213 loss: 2.8213 2022/08/14 23:39:15 - mmengine - INFO - Epoch(train) [58][1400/3757] lr: 1.0000e-01 eta: 2 days, 16:03:43 time: 0.3092 data_time: 0.0153 memory: 9395 grad_norm: 2.2407 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.1771 loss: 3.1771 2022/08/14 23:39:46 - mmengine - INFO - Epoch(train) [58][1500/3757] lr: 1.0000e-01 eta: 2 days, 16:03:13 time: 0.3113 data_time: 0.0143 memory: 9395 grad_norm: 2.1698 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0067 loss: 3.0067 2022/08/14 23:40:17 - mmengine - INFO - Epoch(train) [58][1600/3757] lr: 1.0000e-01 eta: 2 days, 16:02:42 time: 0.3087 data_time: 0.0144 memory: 9395 grad_norm: 2.2822 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.9138 loss: 2.9138 2022/08/14 23:40:48 - mmengine - INFO - Epoch(train) [58][1700/3757] lr: 1.0000e-01 eta: 2 days, 16:02:12 time: 0.3093 data_time: 0.0143 memory: 9395 grad_norm: 2.2135 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9255 loss: 2.9255 2022/08/14 23:41:19 - mmengine - INFO - Epoch(train) [58][1800/3757] lr: 1.0000e-01 eta: 2 days, 16:01:41 time: 0.3081 data_time: 0.0131 memory: 9395 grad_norm: 2.2811 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1407 loss: 3.1407 2022/08/14 23:41:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 23:41:50 - mmengine - INFO - Epoch(train) [58][1900/3757] lr: 1.0000e-01 eta: 2 days, 16:01:10 time: 0.3083 data_time: 0.0136 memory: 9395 grad_norm: 2.1240 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0197 loss: 3.0197 2022/08/14 23:42:21 - mmengine - INFO - Epoch(train) [58][2000/3757] lr: 1.0000e-01 eta: 2 days, 16:00:40 time: 0.3079 data_time: 0.0134 memory: 9395 grad_norm: 2.1820 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1312 loss: 3.1312 2022/08/14 23:42:52 - mmengine - INFO - Epoch(train) [58][2100/3757] lr: 1.0000e-01 eta: 2 days, 16:00:10 time: 0.3088 data_time: 0.0133 memory: 9395 grad_norm: 2.1573 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0163 loss: 3.0163 2022/08/14 23:43:23 - mmengine - INFO - Epoch(train) [58][2200/3757] lr: 1.0000e-01 eta: 2 days, 15:59:39 time: 0.3105 data_time: 0.0136 memory: 9395 grad_norm: 2.2213 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1499 loss: 3.1499 2022/08/14 23:43:54 - mmengine - INFO - Epoch(train) [58][2300/3757] lr: 1.0000e-01 eta: 2 days, 15:59:09 time: 0.3098 data_time: 0.0136 memory: 9395 grad_norm: 2.2737 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.0659 loss: 3.0659 2022/08/14 23:44:25 - mmengine - INFO - Epoch(train) [58][2400/3757] lr: 1.0000e-01 eta: 2 days, 15:58:38 time: 0.3092 data_time: 0.0141 memory: 9395 grad_norm: 2.1648 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9155 loss: 2.9155 2022/08/14 23:44:56 - mmengine - INFO - Epoch(train) [58][2500/3757] lr: 1.0000e-01 eta: 2 days, 15:58:07 time: 0.3110 data_time: 0.0148 memory: 9395 grad_norm: 2.1467 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3726 loss: 3.3726 2022/08/14 23:45:27 - mmengine - INFO - Epoch(train) [58][2600/3757] lr: 1.0000e-01 eta: 2 days, 15:57:37 time: 0.3107 data_time: 0.0136 memory: 9395 grad_norm: 2.2314 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2740 loss: 3.2740 2022/08/14 23:45:58 - mmengine - INFO - Epoch(train) [58][2700/3757] lr: 1.0000e-01 eta: 2 days, 15:57:06 time: 0.3108 data_time: 0.0145 memory: 9395 grad_norm: 2.1438 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8698 loss: 2.8698 2022/08/14 23:46:29 - mmengine - INFO - Epoch(train) [58][2800/3757] lr: 1.0000e-01 eta: 2 days, 15:56:35 time: 0.3090 data_time: 0.0137 memory: 9395 grad_norm: 2.2189 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0753 loss: 3.0753 2022/08/14 23:46:45 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 23:47:01 - mmengine - INFO - Epoch(train) [58][2900/3757] lr: 1.0000e-01 eta: 2 days, 15:56:05 time: 0.3080 data_time: 0.0132 memory: 9395 grad_norm: 2.1339 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.0223 loss: 3.0223 2022/08/14 23:47:32 - mmengine - INFO - Epoch(train) [58][3000/3757] lr: 1.0000e-01 eta: 2 days, 15:55:34 time: 0.3078 data_time: 0.0133 memory: 9395 grad_norm: 2.1196 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2360 loss: 3.2360 2022/08/14 23:48:03 - mmengine - INFO - Epoch(train) [58][3100/3757] lr: 1.0000e-01 eta: 2 days, 15:55:04 time: 0.3098 data_time: 0.0144 memory: 9395 grad_norm: 2.1592 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4396 loss: 3.4396 2022/08/14 23:48:34 - mmengine - INFO - Epoch(train) [58][3200/3757] lr: 1.0000e-01 eta: 2 days, 15:54:33 time: 0.3094 data_time: 0.0142 memory: 9395 grad_norm: 2.2487 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0303 loss: 3.0303 2022/08/14 23:49:05 - mmengine - INFO - Epoch(train) [58][3300/3757] lr: 1.0000e-01 eta: 2 days, 15:54:03 time: 0.3096 data_time: 0.0135 memory: 9395 grad_norm: 2.2287 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0676 loss: 3.0676 2022/08/14 23:49:36 - mmengine - INFO - Epoch(train) [58][3400/3757] lr: 1.0000e-01 eta: 2 days, 15:53:32 time: 0.3096 data_time: 0.0150 memory: 9395 grad_norm: 2.1396 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9134 loss: 2.9134 2022/08/14 23:50:07 - mmengine - INFO - Epoch(train) [58][3500/3757] lr: 1.0000e-01 eta: 2 days, 15:53:02 time: 0.3110 data_time: 0.0138 memory: 9395 grad_norm: 2.1606 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4028 loss: 3.4028 2022/08/14 23:50:38 - mmengine - INFO - Epoch(train) [58][3600/3757] lr: 1.0000e-01 eta: 2 days, 15:52:31 time: 0.3117 data_time: 0.0148 memory: 9395 grad_norm: 2.1731 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9033 loss: 2.9033 2022/08/14 23:51:09 - mmengine - INFO - Epoch(train) [58][3700/3757] lr: 1.0000e-01 eta: 2 days, 15:52:01 time: 0.3093 data_time: 0.0135 memory: 9395 grad_norm: 2.2390 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.2973 loss: 3.2973 2022/08/14 23:51:27 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 23:51:27 - mmengine - INFO - Epoch(train) [58][3757/3757] lr: 1.0000e-01 eta: 2 days, 15:51:49 time: 0.3057 data_time: 0.0132 memory: 9395 grad_norm: 2.2234 top1_acc: 0.5714 top5_acc: 0.7143 loss_cls: 3.1138 loss: 3.1138 2022/08/14 23:51:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 23:51:59 - mmengine - INFO - Epoch(train) [59][100/3757] lr: 1.0000e-01 eta: 2 days, 15:51:00 time: 0.3096 data_time: 0.0141 memory: 9395 grad_norm: 2.1880 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1282 loss: 3.1282 2022/08/14 23:52:30 - mmengine - INFO - Epoch(train) [59][200/3757] lr: 1.0000e-01 eta: 2 days, 15:50:29 time: 0.3096 data_time: 0.0134 memory: 9395 grad_norm: 2.2580 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1539 loss: 3.1539 2022/08/14 23:53:01 - mmengine - INFO - Epoch(train) [59][300/3757] lr: 1.0000e-01 eta: 2 days, 15:49:58 time: 0.3079 data_time: 0.0137 memory: 9395 grad_norm: 2.2057 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8819 loss: 2.8819 2022/08/14 23:53:32 - mmengine - INFO - Epoch(train) [59][400/3757] lr: 1.0000e-01 eta: 2 days, 15:49:28 time: 0.3089 data_time: 0.0134 memory: 9395 grad_norm: 2.3059 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0590 loss: 3.0590 2022/08/14 23:54:03 - mmengine - INFO - Epoch(train) [59][500/3757] lr: 1.0000e-01 eta: 2 days, 15:48:57 time: 0.3091 data_time: 0.0133 memory: 9395 grad_norm: 2.1619 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1156 loss: 3.1156 2022/08/14 23:54:34 - mmengine - INFO - Epoch(train) [59][600/3757] lr: 1.0000e-01 eta: 2 days, 15:48:27 time: 0.3105 data_time: 0.0158 memory: 9395 grad_norm: 2.1280 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2973 loss: 3.2973 2022/08/14 23:55:05 - mmengine - INFO - Epoch(train) [59][700/3757] lr: 1.0000e-01 eta: 2 days, 15:47:56 time: 0.3094 data_time: 0.0141 memory: 9395 grad_norm: 2.2205 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1967 loss: 3.1967 2022/08/14 23:55:36 - mmengine - INFO - Epoch(train) [59][800/3757] lr: 1.0000e-01 eta: 2 days, 15:47:26 time: 0.3114 data_time: 0.0155 memory: 9395 grad_norm: 2.1494 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.0364 loss: 3.0364 2022/08/14 23:56:07 - mmengine - INFO - Epoch(train) [59][900/3757] lr: 1.0000e-01 eta: 2 days, 15:46:55 time: 0.3088 data_time: 0.0134 memory: 9395 grad_norm: 2.2850 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.2645 loss: 3.2645 2022/08/14 23:56:38 - mmengine - INFO - Epoch(train) [59][1000/3757] lr: 1.0000e-01 eta: 2 days, 15:46:24 time: 0.3086 data_time: 0.0135 memory: 9395 grad_norm: 2.2306 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2490 loss: 3.2490 2022/08/14 23:57:08 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/14 23:57:09 - mmengine - INFO - Epoch(train) [59][1100/3757] lr: 1.0000e-01 eta: 2 days, 15:45:54 time: 0.3083 data_time: 0.0131 memory: 9395 grad_norm: 2.2774 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.2162 loss: 3.2162 2022/08/14 23:57:41 - mmengine - INFO - Epoch(train) [59][1200/3757] lr: 1.0000e-01 eta: 2 days, 15:45:24 time: 0.3091 data_time: 0.0131 memory: 9395 grad_norm: 2.2634 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1194 loss: 3.1194 2022/08/14 23:58:12 - mmengine - INFO - Epoch(train) [59][1300/3757] lr: 1.0000e-01 eta: 2 days, 15:44:53 time: 0.3080 data_time: 0.0133 memory: 9395 grad_norm: 2.2493 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.2297 loss: 3.2297 2022/08/14 23:58:43 - mmengine - INFO - Epoch(train) [59][1400/3757] lr: 1.0000e-01 eta: 2 days, 15:44:22 time: 0.3087 data_time: 0.0138 memory: 9395 grad_norm: 2.1891 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.2354 loss: 3.2354 2022/08/14 23:59:14 - mmengine - INFO - Epoch(train) [59][1500/3757] lr: 1.0000e-01 eta: 2 days, 15:43:52 time: 0.3090 data_time: 0.0133 memory: 9395 grad_norm: 2.2246 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0136 loss: 3.0136 2022/08/14 23:59:45 - mmengine - INFO - Epoch(train) [59][1600/3757] lr: 1.0000e-01 eta: 2 days, 15:43:22 time: 0.3103 data_time: 0.0136 memory: 9395 grad_norm: 2.1356 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8993 loss: 2.8993 2022/08/15 00:00:21 - mmengine - INFO - Epoch(train) [59][1700/3757] lr: 1.0000e-01 eta: 2 days, 15:43:07 time: 0.3096 data_time: 0.0139 memory: 9395 grad_norm: 2.1475 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2484 loss: 3.2484 2022/08/15 00:00:52 - mmengine - INFO - Epoch(train) [59][1800/3757] lr: 1.0000e-01 eta: 2 days, 15:42:36 time: 0.3082 data_time: 0.0140 memory: 9395 grad_norm: 2.2411 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2602 loss: 3.2602 2022/08/15 00:01:23 - mmengine - INFO - Epoch(train) [59][1900/3757] lr: 1.0000e-01 eta: 2 days, 15:42:06 time: 0.3090 data_time: 0.0128 memory: 9395 grad_norm: 2.1861 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0544 loss: 3.0544 2022/08/15 00:01:54 - mmengine - INFO - Epoch(train) [59][2000/3757] lr: 1.0000e-01 eta: 2 days, 15:41:35 time: 0.3085 data_time: 0.0131 memory: 9395 grad_norm: 2.1821 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4693 loss: 3.4693 2022/08/15 00:02:23 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 00:02:25 - mmengine - INFO - Epoch(train) [59][2100/3757] lr: 1.0000e-01 eta: 2 days, 15:41:04 time: 0.3086 data_time: 0.0146 memory: 9395 grad_norm: 2.1567 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9718 loss: 2.9718 2022/08/15 00:02:56 - mmengine - INFO - Epoch(train) [59][2200/3757] lr: 1.0000e-01 eta: 2 days, 15:40:34 time: 0.3105 data_time: 0.0141 memory: 9395 grad_norm: 2.1096 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.1438 loss: 3.1438 2022/08/15 00:03:27 - mmengine - INFO - Epoch(train) [59][2300/3757] lr: 1.0000e-01 eta: 2 days, 15:40:04 time: 0.3104 data_time: 0.0138 memory: 9395 grad_norm: 2.2341 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1755 loss: 3.1755 2022/08/15 00:03:58 - mmengine - INFO - Epoch(train) [59][2400/3757] lr: 1.0000e-01 eta: 2 days, 15:39:33 time: 0.3085 data_time: 0.0143 memory: 9395 grad_norm: 2.1765 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.0537 loss: 3.0537 2022/08/15 00:04:29 - mmengine - INFO - Epoch(train) [59][2500/3757] lr: 1.0000e-01 eta: 2 days, 15:39:03 time: 0.3086 data_time: 0.0134 memory: 9395 grad_norm: 2.1906 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0804 loss: 3.0804 2022/08/15 00:05:00 - mmengine - INFO - Epoch(train) [59][2600/3757] lr: 1.0000e-01 eta: 2 days, 15:38:32 time: 0.3081 data_time: 0.0135 memory: 9395 grad_norm: 2.1970 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2878 loss: 3.2878 2022/08/15 00:05:31 - mmengine - INFO - Epoch(train) [59][2700/3757] lr: 1.0000e-01 eta: 2 days, 15:38:02 time: 0.3091 data_time: 0.0133 memory: 9395 grad_norm: 2.2313 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9391 loss: 2.9391 2022/08/15 00:06:02 - mmengine - INFO - Epoch(train) [59][2800/3757] lr: 1.0000e-01 eta: 2 days, 15:37:31 time: 0.3079 data_time: 0.0134 memory: 9395 grad_norm: 2.2037 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.9044 loss: 2.9044 2022/08/15 00:06:33 - mmengine - INFO - Epoch(train) [59][2900/3757] lr: 1.0000e-01 eta: 2 days, 15:37:01 time: 0.3096 data_time: 0.0130 memory: 9395 grad_norm: 2.1880 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2122 loss: 3.2122 2022/08/15 00:07:04 - mmengine - INFO - Epoch(train) [59][3000/3757] lr: 1.0000e-01 eta: 2 days, 15:36:30 time: 0.3085 data_time: 0.0136 memory: 9395 grad_norm: 2.2180 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.1979 loss: 3.1979 2022/08/15 00:07:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 00:07:35 - mmengine - INFO - Epoch(train) [59][3100/3757] lr: 1.0000e-01 eta: 2 days, 15:35:59 time: 0.3112 data_time: 0.0148 memory: 9395 grad_norm: 2.1592 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7662 loss: 2.7662 2022/08/15 00:08:06 - mmengine - INFO - Epoch(train) [59][3200/3757] lr: 1.0000e-01 eta: 2 days, 15:35:29 time: 0.3087 data_time: 0.0141 memory: 9395 grad_norm: 2.2451 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2824 loss: 3.2824 2022/08/15 00:08:37 - mmengine - INFO - Epoch(train) [59][3300/3757] lr: 1.0000e-01 eta: 2 days, 15:34:58 time: 0.3097 data_time: 0.0145 memory: 9395 grad_norm: 2.1985 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7408 loss: 2.7408 2022/08/15 00:09:08 - mmengine - INFO - Epoch(train) [59][3400/3757] lr: 1.0000e-01 eta: 2 days, 15:34:27 time: 0.3094 data_time: 0.0132 memory: 9395 grad_norm: 2.2028 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1463 loss: 3.1463 2022/08/15 00:09:40 - mmengine - INFO - Epoch(train) [59][3500/3757] lr: 1.0000e-01 eta: 2 days, 15:33:57 time: 0.3091 data_time: 0.0135 memory: 9395 grad_norm: 2.2169 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9962 loss: 2.9962 2022/08/15 00:10:11 - mmengine - INFO - Epoch(train) [59][3600/3757] lr: 1.0000e-01 eta: 2 days, 15:33:27 time: 0.3098 data_time: 0.0138 memory: 9395 grad_norm: 2.2193 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1198 loss: 3.1198 2022/08/15 00:10:42 - mmengine - INFO - Epoch(train) [59][3700/3757] lr: 1.0000e-01 eta: 2 days, 15:32:56 time: 0.3079 data_time: 0.0129 memory: 9395 grad_norm: 2.1481 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2840 loss: 3.2840 2022/08/15 00:10:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 00:10:59 - mmengine - INFO - Epoch(train) [59][3757/3757] lr: 1.0000e-01 eta: 2 days, 15:32:44 time: 0.3034 data_time: 0.0130 memory: 9395 grad_norm: 2.1934 top1_acc: 0.4286 top5_acc: 0.5714 loss_cls: 2.9312 loss: 2.9312 2022/08/15 00:11:32 - mmengine - INFO - Epoch(train) [60][100/3757] lr: 1.0000e-01 eta: 2 days, 15:31:56 time: 0.3088 data_time: 0.0136 memory: 9395 grad_norm: 2.2530 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1703 loss: 3.1703 2022/08/15 00:12:03 - mmengine - INFO - Epoch(train) [60][200/3757] lr: 1.0000e-01 eta: 2 days, 15:31:25 time: 0.3087 data_time: 0.0129 memory: 9395 grad_norm: 2.2280 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7923 loss: 2.7923 2022/08/15 00:12:34 - mmengine - INFO - Epoch(train) [60][300/3757] lr: 1.0000e-01 eta: 2 days, 15:30:55 time: 0.3087 data_time: 0.0131 memory: 9395 grad_norm: 2.1781 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2765 loss: 3.2765 2022/08/15 00:12:46 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 00:13:05 - mmengine - INFO - Epoch(train) [60][400/3757] lr: 1.0000e-01 eta: 2 days, 15:30:24 time: 0.3124 data_time: 0.0152 memory: 9395 grad_norm: 2.2832 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8824 loss: 2.8824 2022/08/15 00:13:36 - mmengine - INFO - Epoch(train) [60][500/3757] lr: 1.0000e-01 eta: 2 days, 15:29:54 time: 0.3093 data_time: 0.0136 memory: 9395 grad_norm: 2.1451 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.1363 loss: 3.1363 2022/08/15 00:14:07 - mmengine - INFO - Epoch(train) [60][600/3757] lr: 1.0000e-01 eta: 2 days, 15:29:23 time: 0.3146 data_time: 0.0157 memory: 9395 grad_norm: 2.1288 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2306 loss: 3.2306 2022/08/15 00:14:38 - mmengine - INFO - Epoch(train) [60][700/3757] lr: 1.0000e-01 eta: 2 days, 15:28:53 time: 0.3091 data_time: 0.0143 memory: 9395 grad_norm: 2.2234 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1415 loss: 3.1415 2022/08/15 00:15:09 - mmengine - INFO - Epoch(train) [60][800/3757] lr: 1.0000e-01 eta: 2 days, 15:28:22 time: 0.3086 data_time: 0.0130 memory: 9395 grad_norm: 2.1767 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8424 loss: 2.8424 2022/08/15 00:15:40 - mmengine - INFO - Epoch(train) [60][900/3757] lr: 1.0000e-01 eta: 2 days, 15:27:51 time: 0.3091 data_time: 0.0131 memory: 9395 grad_norm: 2.2273 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.1612 loss: 3.1612 2022/08/15 00:16:11 - mmengine - INFO - Epoch(train) [60][1000/3757] lr: 1.0000e-01 eta: 2 days, 15:27:21 time: 0.3082 data_time: 0.0134 memory: 9395 grad_norm: 2.2574 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7956 loss: 2.7956 2022/08/15 00:16:42 - mmengine - INFO - Epoch(train) [60][1100/3757] lr: 1.0000e-01 eta: 2 days, 15:26:50 time: 0.3081 data_time: 0.0128 memory: 9395 grad_norm: 2.0883 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0366 loss: 3.0366 2022/08/15 00:17:13 - mmengine - INFO - Epoch(train) [60][1200/3757] lr: 1.0000e-01 eta: 2 days, 15:26:19 time: 0.3097 data_time: 0.0134 memory: 9395 grad_norm: 2.2073 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8584 loss: 2.8584 2022/08/15 00:17:45 - mmengine - INFO - Epoch(train) [60][1300/3757] lr: 1.0000e-01 eta: 2 days, 15:25:49 time: 0.3097 data_time: 0.0138 memory: 9395 grad_norm: 2.2151 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9101 loss: 2.9101 2022/08/15 00:17:56 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 00:18:16 - mmengine - INFO - Epoch(train) [60][1400/3757] lr: 1.0000e-01 eta: 2 days, 15:25:18 time: 0.3117 data_time: 0.0144 memory: 9395 grad_norm: 2.2164 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1642 loss: 3.1642 2022/08/15 00:18:47 - mmengine - INFO - Epoch(train) [60][1500/3757] lr: 1.0000e-01 eta: 2 days, 15:24:48 time: 0.3089 data_time: 0.0133 memory: 9395 grad_norm: 2.2203 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.1095 loss: 3.1095 2022/08/15 00:19:18 - mmengine - INFO - Epoch(train) [60][1600/3757] lr: 1.0000e-01 eta: 2 days, 15:24:17 time: 0.3099 data_time: 0.0146 memory: 9395 grad_norm: 2.1933 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2303 loss: 3.2303 2022/08/15 00:19:49 - mmengine - INFO - Epoch(train) [60][1700/3757] lr: 1.0000e-01 eta: 2 days, 15:23:46 time: 0.3085 data_time: 0.0129 memory: 9395 grad_norm: 2.2007 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2117 loss: 3.2117 2022/08/15 00:20:20 - mmengine - INFO - Epoch(train) [60][1800/3757] lr: 1.0000e-01 eta: 2 days, 15:23:16 time: 0.3080 data_time: 0.0134 memory: 9395 grad_norm: 2.1716 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8684 loss: 2.8684 2022/08/15 00:20:51 - mmengine - INFO - Epoch(train) [60][1900/3757] lr: 1.0000e-01 eta: 2 days, 15:22:45 time: 0.3093 data_time: 0.0141 memory: 9395 grad_norm: 2.1951 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2252 loss: 3.2252 2022/08/15 00:21:22 - mmengine - INFO - Epoch(train) [60][2000/3757] lr: 1.0000e-01 eta: 2 days, 15:22:14 time: 0.3089 data_time: 0.0128 memory: 9395 grad_norm: 2.1552 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1087 loss: 3.1087 2022/08/15 00:21:53 - mmengine - INFO - Epoch(train) [60][2100/3757] lr: 1.0000e-01 eta: 2 days, 15:21:44 time: 0.3078 data_time: 0.0131 memory: 9395 grad_norm: 2.2117 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3823 loss: 3.3823 2022/08/15 00:22:24 - mmengine - INFO - Epoch(train) [60][2200/3757] lr: 1.0000e-01 eta: 2 days, 15:21:13 time: 0.3084 data_time: 0.0138 memory: 9395 grad_norm: 2.1866 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.3670 loss: 3.3670 2022/08/15 00:22:55 - mmengine - INFO - Epoch(train) [60][2300/3757] lr: 1.0000e-01 eta: 2 days, 15:20:42 time: 0.3084 data_time: 0.0141 memory: 9395 grad_norm: 2.2144 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0845 loss: 3.0845 2022/08/15 00:23:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 00:23:26 - mmengine - INFO - Epoch(train) [60][2400/3757] lr: 1.0000e-01 eta: 2 days, 15:20:12 time: 0.3153 data_time: 0.0149 memory: 9395 grad_norm: 2.2649 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8717 loss: 2.8717 2022/08/15 00:23:57 - mmengine - INFO - Epoch(train) [60][2500/3757] lr: 1.0000e-01 eta: 2 days, 15:19:41 time: 0.3088 data_time: 0.0145 memory: 9395 grad_norm: 2.2076 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3043 loss: 3.3043 2022/08/15 00:24:28 - mmengine - INFO - Epoch(train) [60][2600/3757] lr: 1.0000e-01 eta: 2 days, 15:19:11 time: 0.3121 data_time: 0.0143 memory: 9395 grad_norm: 2.0718 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9142 loss: 2.9142 2022/08/15 00:24:59 - mmengine - INFO - Epoch(train) [60][2700/3757] lr: 1.0000e-01 eta: 2 days, 15:18:40 time: 0.3094 data_time: 0.0137 memory: 9395 grad_norm: 2.1810 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.2101 loss: 3.2101 2022/08/15 00:25:30 - mmengine - INFO - Epoch(train) [60][2800/3757] lr: 1.0000e-01 eta: 2 days, 15:18:10 time: 0.3155 data_time: 0.0130 memory: 9395 grad_norm: 2.2389 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3578 loss: 3.3578 2022/08/15 00:26:01 - mmengine - INFO - Epoch(train) [60][2900/3757] lr: 1.0000e-01 eta: 2 days, 15:17:40 time: 0.3082 data_time: 0.0131 memory: 9395 grad_norm: 2.1978 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9472 loss: 2.9472 2022/08/15 00:26:32 - mmengine - INFO - Epoch(train) [60][3000/3757] lr: 1.0000e-01 eta: 2 days, 15:17:09 time: 0.3124 data_time: 0.0129 memory: 9395 grad_norm: 2.2467 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1466 loss: 3.1466 2022/08/15 00:27:03 - mmengine - INFO - Epoch(train) [60][3100/3757] lr: 1.0000e-01 eta: 2 days, 15:16:39 time: 0.3079 data_time: 0.0135 memory: 9395 grad_norm: 2.1617 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8562 loss: 2.8562 2022/08/15 00:27:34 - mmengine - INFO - Epoch(train) [60][3200/3757] lr: 1.0000e-01 eta: 2 days, 15:16:08 time: 0.3095 data_time: 0.0138 memory: 9395 grad_norm: 2.1555 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9975 loss: 2.9975 2022/08/15 00:28:05 - mmengine - INFO - Epoch(train) [60][3300/3757] lr: 1.0000e-01 eta: 2 days, 15:15:37 time: 0.3118 data_time: 0.0148 memory: 9395 grad_norm: 2.2243 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1078 loss: 3.1078 2022/08/15 00:28:17 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 00:28:36 - mmengine - INFO - Epoch(train) [60][3400/3757] lr: 1.0000e-01 eta: 2 days, 15:15:07 time: 0.3088 data_time: 0.0139 memory: 9395 grad_norm: 2.1907 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1412 loss: 3.1412 2022/08/15 00:29:07 - mmengine - INFO - Epoch(train) [60][3500/3757] lr: 1.0000e-01 eta: 2 days, 15:14:36 time: 0.3102 data_time: 0.0149 memory: 9395 grad_norm: 2.2198 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7861 loss: 2.7861 2022/08/15 00:29:38 - mmengine - INFO - Epoch(train) [60][3600/3757] lr: 1.0000e-01 eta: 2 days, 15:14:05 time: 0.3086 data_time: 0.0134 memory: 9395 grad_norm: 2.1428 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8066 loss: 2.8066 2022/08/15 00:30:09 - mmengine - INFO - Epoch(train) [60][3700/3757] lr: 1.0000e-01 eta: 2 days, 15:13:34 time: 0.3109 data_time: 0.0137 memory: 9395 grad_norm: 2.2639 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4955 loss: 3.4955 2022/08/15 00:30:27 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 00:30:27 - mmengine - INFO - Epoch(train) [60][3757/3757] lr: 1.0000e-01 eta: 2 days, 15:13:22 time: 0.3060 data_time: 0.0141 memory: 9395 grad_norm: 2.1519 top1_acc: 0.4286 top5_acc: 0.5714 loss_cls: 3.1233 loss: 3.1233 2022/08/15 00:30:27 - mmengine - INFO - Saving checkpoint at 60 epochs 2022/08/15 00:30:47 - mmengine - INFO - Epoch(val) [60][100/310] eta: 0:00:35 time: 0.1675 data_time: 0.0730 memory: 1523 2022/08/15 00:31:04 - mmengine - INFO - Epoch(val) [60][200/310] eta: 0:00:16 time: 0.1533 data_time: 0.0581 memory: 1523 2022/08/15 00:31:20 - mmengine - INFO - Epoch(val) [60][300/310] eta: 0:00:01 time: 0.1553 data_time: 0.0629 memory: 1523 2022/08/15 00:31:23 - mmengine - INFO - Epoch(val) [60][310/310] acc/top1: 0.3762 acc/top5: 0.6506 acc/mean1: 0.3762 2022/08/15 00:31:23 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr/best_acc/top1_epoch_26.pth is removed 2022/08/15 00:31:24 - mmengine - INFO - The best checkpoint with 0.3762 acc/top1 at 61 epoch is saved to best_acc/top1_epoch_61.pth. 2022/08/15 00:31:57 - mmengine - INFO - Epoch(train) [61][100/3757] lr: 1.0000e-01 eta: 2 days, 15:12:34 time: 0.3079 data_time: 0.0130 memory: 9395 grad_norm: 2.2130 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0693 loss: 3.0693 2022/08/15 00:32:28 - mmengine - INFO - Epoch(train) [61][200/3757] lr: 1.0000e-01 eta: 2 days, 15:12:03 time: 0.3114 data_time: 0.0138 memory: 9395 grad_norm: 2.2285 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1025 loss: 3.1025 2022/08/15 00:32:59 - mmengine - INFO - Epoch(train) [61][300/3757] lr: 1.0000e-01 eta: 2 days, 15:11:33 time: 0.3106 data_time: 0.0151 memory: 9395 grad_norm: 2.2554 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2021 loss: 3.2021 2022/08/15 00:33:30 - mmengine - INFO - Epoch(train) [61][400/3757] lr: 1.0000e-01 eta: 2 days, 15:11:02 time: 0.3086 data_time: 0.0148 memory: 9395 grad_norm: 2.2700 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 2.9304 loss: 2.9304 2022/08/15 00:34:01 - mmengine - INFO - Epoch(train) [61][500/3757] lr: 1.0000e-01 eta: 2 days, 15:10:31 time: 0.3096 data_time: 0.0145 memory: 9395 grad_norm: 2.1700 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9206 loss: 2.9206 2022/08/15 00:34:26 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 00:34:32 - mmengine - INFO - Epoch(train) [61][600/3757] lr: 1.0000e-01 eta: 2 days, 15:10:01 time: 0.3089 data_time: 0.0137 memory: 9395 grad_norm: 2.2444 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.8980 loss: 2.8980 2022/08/15 00:35:03 - mmengine - INFO - Epoch(train) [61][700/3757] lr: 1.0000e-01 eta: 2 days, 15:09:30 time: 0.3067 data_time: 0.0128 memory: 9395 grad_norm: 2.2349 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9098 loss: 2.9098 2022/08/15 00:35:34 - mmengine - INFO - Epoch(train) [61][800/3757] lr: 1.0000e-01 eta: 2 days, 15:08:59 time: 0.3096 data_time: 0.0138 memory: 9395 grad_norm: 2.1922 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.1253 loss: 3.1253 2022/08/15 00:36:05 - mmengine - INFO - Epoch(train) [61][900/3757] lr: 1.0000e-01 eta: 2 days, 15:08:29 time: 0.3073 data_time: 0.0125 memory: 9395 grad_norm: 2.1588 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1125 loss: 3.1125 2022/08/15 00:36:36 - mmengine - INFO - Epoch(train) [61][1000/3757] lr: 1.0000e-01 eta: 2 days, 15:07:58 time: 0.3101 data_time: 0.0137 memory: 9395 grad_norm: 2.2135 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2950 loss: 3.2950 2022/08/15 00:37:07 - mmengine - INFO - Epoch(train) [61][1100/3757] lr: 1.0000e-01 eta: 2 days, 15:07:27 time: 0.3090 data_time: 0.0149 memory: 9395 grad_norm: 2.2524 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0852 loss: 3.0852 2022/08/15 00:37:38 - mmengine - INFO - Epoch(train) [61][1200/3757] lr: 1.0000e-01 eta: 2 days, 15:06:57 time: 0.3087 data_time: 0.0139 memory: 9395 grad_norm: 2.1792 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1340 loss: 3.1340 2022/08/15 00:38:09 - mmengine - INFO - Epoch(train) [61][1300/3757] lr: 1.0000e-01 eta: 2 days, 15:06:26 time: 0.3111 data_time: 0.0146 memory: 9395 grad_norm: 2.2246 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 3.1788 loss: 3.1788 2022/08/15 00:38:40 - mmengine - INFO - Epoch(train) [61][1400/3757] lr: 1.0000e-01 eta: 2 days, 15:05:55 time: 0.3099 data_time: 0.0142 memory: 9395 grad_norm: 2.1580 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6489 loss: 2.6489 2022/08/15 00:39:11 - mmengine - INFO - Epoch(train) [61][1500/3757] lr: 1.0000e-01 eta: 2 days, 15:05:25 time: 0.3095 data_time: 0.0137 memory: 9395 grad_norm: 2.2876 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0205 loss: 3.0205 2022/08/15 00:39:36 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 00:39:42 - mmengine - INFO - Epoch(train) [61][1600/3757] lr: 1.0000e-01 eta: 2 days, 15:04:54 time: 0.3110 data_time: 0.0152 memory: 9395 grad_norm: 2.1696 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0500 loss: 3.0500 2022/08/15 00:40:13 - mmengine - INFO - Epoch(train) [61][1700/3757] lr: 1.0000e-01 eta: 2 days, 15:04:23 time: 0.3082 data_time: 0.0138 memory: 9395 grad_norm: 2.1648 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7681 loss: 2.7681 2022/08/15 00:40:44 - mmengine - INFO - Epoch(train) [61][1800/3757] lr: 1.0000e-01 eta: 2 days, 15:03:53 time: 0.3089 data_time: 0.0138 memory: 9395 grad_norm: 2.2159 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6579 loss: 2.6579 2022/08/15 00:41:15 - mmengine - INFO - Epoch(train) [61][1900/3757] lr: 1.0000e-01 eta: 2 days, 15:03:22 time: 0.3083 data_time: 0.0135 memory: 9395 grad_norm: 2.1837 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.9626 loss: 2.9626 2022/08/15 00:41:46 - mmengine - INFO - Epoch(train) [61][2000/3757] lr: 1.0000e-01 eta: 2 days, 15:02:52 time: 0.3086 data_time: 0.0137 memory: 9395 grad_norm: 2.2049 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2850 loss: 3.2850 2022/08/15 00:42:17 - mmengine - INFO - Epoch(train) [61][2100/3757] lr: 1.0000e-01 eta: 2 days, 15:02:22 time: 0.3134 data_time: 0.0147 memory: 9395 grad_norm: 2.1954 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0265 loss: 3.0265 2022/08/15 00:42:48 - mmengine - INFO - Epoch(train) [61][2200/3757] lr: 1.0000e-01 eta: 2 days, 15:01:51 time: 0.3091 data_time: 0.0139 memory: 9395 grad_norm: 2.2273 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.0876 loss: 3.0876 2022/08/15 00:43:19 - mmengine - INFO - Epoch(train) [61][2300/3757] lr: 1.0000e-01 eta: 2 days, 15:01:20 time: 0.3095 data_time: 0.0140 memory: 9395 grad_norm: 2.1865 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9628 loss: 2.9628 2022/08/15 00:43:50 - mmengine - INFO - Epoch(train) [61][2400/3757] lr: 1.0000e-01 eta: 2 days, 15:00:49 time: 0.3081 data_time: 0.0135 memory: 9395 grad_norm: 2.1723 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.8615 loss: 2.8615 2022/08/15 00:44:21 - mmengine - INFO - Epoch(train) [61][2500/3757] lr: 1.0000e-01 eta: 2 days, 15:00:18 time: 0.3103 data_time: 0.0138 memory: 9395 grad_norm: 2.2391 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1382 loss: 3.1382 2022/08/15 00:44:46 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 00:44:53 - mmengine - INFO - Epoch(train) [61][2600/3757] lr: 1.0000e-01 eta: 2 days, 14:59:48 time: 0.3069 data_time: 0.0127 memory: 9395 grad_norm: 2.2078 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.3938 loss: 3.3938 2022/08/15 00:45:24 - mmengine - INFO - Epoch(train) [61][2700/3757] lr: 1.0000e-01 eta: 2 days, 14:59:17 time: 0.3087 data_time: 0.0134 memory: 9395 grad_norm: 2.2112 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9152 loss: 2.9152 2022/08/15 00:45:54 - mmengine - INFO - Epoch(train) [61][2800/3757] lr: 1.0000e-01 eta: 2 days, 14:58:47 time: 0.3077 data_time: 0.0132 memory: 9395 grad_norm: 2.2667 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3830 loss: 3.3830 2022/08/15 00:46:25 - mmengine - INFO - Epoch(train) [61][2900/3757] lr: 1.0000e-01 eta: 2 days, 14:58:16 time: 0.3083 data_time: 0.0134 memory: 9395 grad_norm: 2.1558 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9400 loss: 2.9400 2022/08/15 00:46:56 - mmengine - INFO - Epoch(train) [61][3000/3757] lr: 1.0000e-01 eta: 2 days, 14:57:45 time: 0.3091 data_time: 0.0141 memory: 9395 grad_norm: 2.1885 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1793 loss: 3.1793 2022/08/15 00:47:27 - mmengine - INFO - Epoch(train) [61][3100/3757] lr: 1.0000e-01 eta: 2 days, 14:57:14 time: 0.3089 data_time: 0.0142 memory: 9395 grad_norm: 2.1655 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0894 loss: 3.0894 2022/08/15 00:47:58 - mmengine - INFO - Epoch(train) [61][3200/3757] lr: 1.0000e-01 eta: 2 days, 14:56:44 time: 0.3095 data_time: 0.0146 memory: 9395 grad_norm: 2.2936 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3035 loss: 3.3035 2022/08/15 00:48:29 - mmengine - INFO - Epoch(train) [61][3300/3757] lr: 1.0000e-01 eta: 2 days, 14:56:13 time: 0.3083 data_time: 0.0137 memory: 9395 grad_norm: 2.1709 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.0546 loss: 3.0546 2022/08/15 00:49:00 - mmengine - INFO - Epoch(train) [61][3400/3757] lr: 1.0000e-01 eta: 2 days, 14:55:42 time: 0.3101 data_time: 0.0143 memory: 9395 grad_norm: 2.1854 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9807 loss: 2.9807 2022/08/15 00:49:32 - mmengine - INFO - Epoch(train) [61][3500/3757] lr: 1.0000e-01 eta: 2 days, 14:55:12 time: 0.3098 data_time: 0.0133 memory: 9395 grad_norm: 2.1943 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9100 loss: 2.9100 2022/08/15 00:49:56 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 00:50:03 - mmengine - INFO - Epoch(train) [61][3600/3757] lr: 1.0000e-01 eta: 2 days, 14:54:41 time: 0.3106 data_time: 0.0133 memory: 9395 grad_norm: 2.2069 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1960 loss: 3.1960 2022/08/15 00:50:33 - mmengine - INFO - Epoch(train) [61][3700/3757] lr: 1.0000e-01 eta: 2 days, 14:54:10 time: 0.3076 data_time: 0.0131 memory: 9395 grad_norm: 2.1785 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0243 loss: 3.0243 2022/08/15 00:50:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 00:50:51 - mmengine - INFO - Epoch(train) [61][3757/3757] lr: 1.0000e-01 eta: 2 days, 14:53:58 time: 0.3033 data_time: 0.0128 memory: 9395 grad_norm: 2.2610 top1_acc: 0.2857 top5_acc: 0.2857 loss_cls: 2.9060 loss: 2.9060 2022/08/15 00:51:24 - mmengine - INFO - Epoch(train) [62][100/3757] lr: 1.0000e-01 eta: 2 days, 14:53:10 time: 0.3083 data_time: 0.0134 memory: 9395 grad_norm: 2.2358 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1261 loss: 3.1261 2022/08/15 00:51:55 - mmengine - INFO - Epoch(train) [62][200/3757] lr: 1.0000e-01 eta: 2 days, 14:52:39 time: 0.3088 data_time: 0.0137 memory: 9395 grad_norm: 2.2547 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2891 loss: 3.2891 2022/08/15 00:52:26 - mmengine - INFO - Epoch(train) [62][300/3757] lr: 1.0000e-01 eta: 2 days, 14:52:08 time: 0.3083 data_time: 0.0134 memory: 9395 grad_norm: 2.2110 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0871 loss: 3.0871 2022/08/15 00:52:57 - mmengine - INFO - Epoch(train) [62][400/3757] lr: 1.0000e-01 eta: 2 days, 14:51:38 time: 0.3081 data_time: 0.0135 memory: 9395 grad_norm: 2.1794 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1632 loss: 3.1632 2022/08/15 00:53:28 - mmengine - INFO - Epoch(train) [62][500/3757] lr: 1.0000e-01 eta: 2 days, 14:51:07 time: 0.3109 data_time: 0.0145 memory: 9395 grad_norm: 2.2189 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9778 loss: 2.9778 2022/08/15 00:53:59 - mmengine - INFO - Epoch(train) [62][600/3757] lr: 1.0000e-01 eta: 2 days, 14:50:36 time: 0.3106 data_time: 0.0139 memory: 9395 grad_norm: 2.2800 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9957 loss: 2.9957 2022/08/15 00:54:30 - mmengine - INFO - Epoch(train) [62][700/3757] lr: 1.0000e-01 eta: 2 days, 14:50:06 time: 0.3097 data_time: 0.0141 memory: 9395 grad_norm: 2.2214 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1333 loss: 3.1333 2022/08/15 00:55:01 - mmengine - INFO - Epoch(train) [62][800/3757] lr: 1.0000e-01 eta: 2 days, 14:49:35 time: 0.3097 data_time: 0.0132 memory: 9395 grad_norm: 2.2169 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 2.9001 loss: 2.9001 2022/08/15 00:55:08 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 00:55:32 - mmengine - INFO - Epoch(train) [62][900/3757] lr: 1.0000e-01 eta: 2 days, 14:49:04 time: 0.3107 data_time: 0.0142 memory: 9395 grad_norm: 2.2269 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.0892 loss: 3.0892 2022/08/15 00:56:03 - mmengine - INFO - Epoch(train) [62][1000/3757] lr: 1.0000e-01 eta: 2 days, 14:48:34 time: 0.3086 data_time: 0.0128 memory: 9395 grad_norm: 2.1663 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9711 loss: 2.9711 2022/08/15 00:56:34 - mmengine - INFO - Epoch(train) [62][1100/3757] lr: 1.0000e-01 eta: 2 days, 14:48:03 time: 0.3083 data_time: 0.0131 memory: 9395 grad_norm: 2.2454 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3699 loss: 3.3699 2022/08/15 00:57:05 - mmengine - INFO - Epoch(train) [62][1200/3757] lr: 1.0000e-01 eta: 2 days, 14:47:33 time: 0.3079 data_time: 0.0132 memory: 9395 grad_norm: 2.2083 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3677 loss: 3.3677 2022/08/15 00:57:36 - mmengine - INFO - Epoch(train) [62][1300/3757] lr: 1.0000e-01 eta: 2 days, 14:47:02 time: 0.3082 data_time: 0.0135 memory: 9395 grad_norm: 2.2212 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0983 loss: 3.0983 2022/08/15 00:58:07 - mmengine - INFO - Epoch(train) [62][1400/3757] lr: 1.0000e-01 eta: 2 days, 14:46:31 time: 0.3093 data_time: 0.0135 memory: 9395 grad_norm: 2.1947 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0101 loss: 3.0101 2022/08/15 00:58:38 - mmengine - INFO - Epoch(train) [62][1500/3757] lr: 1.0000e-01 eta: 2 days, 14:46:01 time: 0.3121 data_time: 0.0138 memory: 9395 grad_norm: 2.1498 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0037 loss: 3.0037 2022/08/15 00:59:09 - mmengine - INFO - Epoch(train) [62][1600/3757] lr: 1.0000e-01 eta: 2 days, 14:45:31 time: 0.3086 data_time: 0.0132 memory: 9395 grad_norm: 2.1566 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2256 loss: 3.2256 2022/08/15 00:59:40 - mmengine - INFO - Epoch(train) [62][1700/3757] lr: 1.0000e-01 eta: 2 days, 14:45:00 time: 0.3105 data_time: 0.0140 memory: 9395 grad_norm: 2.1748 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1157 loss: 3.1157 2022/08/15 01:00:11 - mmengine - INFO - Epoch(train) [62][1800/3757] lr: 1.0000e-01 eta: 2 days, 14:44:29 time: 0.3100 data_time: 0.0140 memory: 9395 grad_norm: 2.1989 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.0577 loss: 3.0577 2022/08/15 01:00:18 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 01:00:42 - mmengine - INFO - Epoch(train) [62][1900/3757] lr: 1.0000e-01 eta: 2 days, 14:43:59 time: 0.3098 data_time: 0.0138 memory: 9395 grad_norm: 2.1776 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2559 loss: 3.2559 2022/08/15 01:01:13 - mmengine - INFO - Epoch(train) [62][2000/3757] lr: 1.0000e-01 eta: 2 days, 14:43:28 time: 0.3084 data_time: 0.0135 memory: 9395 grad_norm: 2.1646 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1541 loss: 3.1541 2022/08/15 01:01:44 - mmengine - INFO - Epoch(train) [62][2100/3757] lr: 1.0000e-01 eta: 2 days, 14:42:58 time: 0.3088 data_time: 0.0134 memory: 9395 grad_norm: 2.1655 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8012 loss: 2.8012 2022/08/15 01:02:16 - mmengine - INFO - Epoch(train) [62][2200/3757] lr: 1.0000e-01 eta: 2 days, 14:42:27 time: 0.3097 data_time: 0.0134 memory: 9395 grad_norm: 2.2247 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9728 loss: 2.9728 2022/08/15 01:02:47 - mmengine - INFO - Epoch(train) [62][2300/3757] lr: 1.0000e-01 eta: 2 days, 14:41:57 time: 0.3092 data_time: 0.0136 memory: 9395 grad_norm: 2.2091 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.1154 loss: 3.1154 2022/08/15 01:03:18 - mmengine - INFO - Epoch(train) [62][2400/3757] lr: 1.0000e-01 eta: 2 days, 14:41:26 time: 0.3118 data_time: 0.0137 memory: 9395 grad_norm: 2.1862 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.1695 loss: 3.1695 2022/08/15 01:03:49 - mmengine - INFO - Epoch(train) [62][2500/3757] lr: 1.0000e-01 eta: 2 days, 14:40:56 time: 0.3086 data_time: 0.0143 memory: 9395 grad_norm: 2.2588 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2601 loss: 3.2601 2022/08/15 01:04:20 - mmengine - INFO - Epoch(train) [62][2600/3757] lr: 1.0000e-01 eta: 2 days, 14:40:25 time: 0.3102 data_time: 0.0144 memory: 9395 grad_norm: 2.2270 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9023 loss: 2.9023 2022/08/15 01:04:51 - mmengine - INFO - Epoch(train) [62][2700/3757] lr: 1.0000e-01 eta: 2 days, 14:39:54 time: 0.3090 data_time: 0.0131 memory: 9395 grad_norm: 2.1706 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1367 loss: 3.1367 2022/08/15 01:05:22 - mmengine - INFO - Epoch(train) [62][2800/3757] lr: 1.0000e-01 eta: 2 days, 14:39:24 time: 0.3118 data_time: 0.0144 memory: 9395 grad_norm: 2.1839 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9060 loss: 2.9060 2022/08/15 01:05:29 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 01:05:53 - mmengine - INFO - Epoch(train) [62][2900/3757] lr: 1.0000e-01 eta: 2 days, 14:38:53 time: 0.3087 data_time: 0.0130 memory: 9395 grad_norm: 2.1948 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.0160 loss: 3.0160 2022/08/15 01:06:24 - mmengine - INFO - Epoch(train) [62][3000/3757] lr: 1.0000e-01 eta: 2 days, 14:38:22 time: 0.3082 data_time: 0.0140 memory: 9395 grad_norm: 2.1999 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1898 loss: 3.1898 2022/08/15 01:06:55 - mmengine - INFO - Epoch(train) [62][3100/3757] lr: 1.0000e-01 eta: 2 days, 14:37:52 time: 0.3091 data_time: 0.0139 memory: 9395 grad_norm: 2.1937 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0888 loss: 3.0888 2022/08/15 01:07:26 - mmengine - INFO - Epoch(train) [62][3200/3757] lr: 1.0000e-01 eta: 2 days, 14:37:21 time: 0.3090 data_time: 0.0133 memory: 9395 grad_norm: 2.1692 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9039 loss: 2.9039 2022/08/15 01:07:57 - mmengine - INFO - Epoch(train) [62][3300/3757] lr: 1.0000e-01 eta: 2 days, 14:36:50 time: 0.3114 data_time: 0.0141 memory: 9395 grad_norm: 2.1817 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9680 loss: 2.9680 2022/08/15 01:08:28 - mmengine - INFO - Epoch(train) [62][3400/3757] lr: 1.0000e-01 eta: 2 days, 14:36:20 time: 0.3106 data_time: 0.0157 memory: 9395 grad_norm: 2.2100 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1724 loss: 3.1724 2022/08/15 01:08:59 - mmengine - INFO - Epoch(train) [62][3500/3757] lr: 1.0000e-01 eta: 2 days, 14:35:50 time: 0.3094 data_time: 0.0134 memory: 9395 grad_norm: 2.2296 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8737 loss: 2.8737 2022/08/15 01:09:30 - mmengine - INFO - Epoch(train) [62][3600/3757] lr: 1.0000e-01 eta: 2 days, 14:35:19 time: 0.3135 data_time: 0.0140 memory: 9395 grad_norm: 2.1555 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1529 loss: 3.1529 2022/08/15 01:10:01 - mmengine - INFO - Epoch(train) [62][3700/3757] lr: 1.0000e-01 eta: 2 days, 14:34:48 time: 0.3084 data_time: 0.0146 memory: 9395 grad_norm: 2.1595 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1979 loss: 3.1979 2022/08/15 01:10:19 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 01:10:19 - mmengine - INFO - Epoch(train) [62][3757/3757] lr: 1.0000e-01 eta: 2 days, 14:34:36 time: 0.3043 data_time: 0.0150 memory: 9395 grad_norm: 2.2431 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 2.8196 loss: 2.8196 2022/08/15 01:10:42 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 01:10:52 - mmengine - INFO - Epoch(train) [63][100/3757] lr: 1.0000e-01 eta: 2 days, 14:33:50 time: 0.3103 data_time: 0.0143 memory: 9395 grad_norm: 2.1839 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.3520 loss: 3.3520 2022/08/15 01:11:23 - mmengine - INFO - Epoch(train) [63][200/3757] lr: 1.0000e-01 eta: 2 days, 14:33:20 time: 0.3099 data_time: 0.0131 memory: 9395 grad_norm: 2.2280 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2931 loss: 3.2931 2022/08/15 01:11:54 - mmengine - INFO - Epoch(train) [63][300/3757] lr: 1.0000e-01 eta: 2 days, 14:32:49 time: 0.3086 data_time: 0.0137 memory: 9395 grad_norm: 2.2956 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2318 loss: 3.2318 2022/08/15 01:12:25 - mmengine - INFO - Epoch(train) [63][400/3757] lr: 1.0000e-01 eta: 2 days, 14:32:18 time: 0.3078 data_time: 0.0137 memory: 9395 grad_norm: 2.1626 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1161 loss: 3.1161 2022/08/15 01:12:56 - mmengine - INFO - Epoch(train) [63][500/3757] lr: 1.0000e-01 eta: 2 days, 14:31:48 time: 0.3093 data_time: 0.0135 memory: 9395 grad_norm: 2.2016 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0801 loss: 3.0801 2022/08/15 01:13:27 - mmengine - INFO - Epoch(train) [63][600/3757] lr: 1.0000e-01 eta: 2 days, 14:31:17 time: 0.3099 data_time: 0.0131 memory: 9395 grad_norm: 2.1730 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1481 loss: 3.1481 2022/08/15 01:13:58 - mmengine - INFO - Epoch(train) [63][700/3757] lr: 1.0000e-01 eta: 2 days, 14:30:47 time: 0.3091 data_time: 0.0126 memory: 9395 grad_norm: 2.2567 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0249 loss: 3.0249 2022/08/15 01:14:29 - mmengine - INFO - Epoch(train) [63][800/3757] lr: 1.0000e-01 eta: 2 days, 14:30:16 time: 0.3101 data_time: 0.0139 memory: 9395 grad_norm: 2.2129 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1050 loss: 3.1050 2022/08/15 01:15:00 - mmengine - INFO - Epoch(train) [63][900/3757] lr: 1.0000e-01 eta: 2 days, 14:29:45 time: 0.3099 data_time: 0.0140 memory: 9395 grad_norm: 2.1581 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3723 loss: 3.3723 2022/08/15 01:15:31 - mmengine - INFO - Epoch(train) [63][1000/3757] lr: 1.0000e-01 eta: 2 days, 14:29:15 time: 0.3083 data_time: 0.0140 memory: 9395 grad_norm: 2.1273 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9453 loss: 2.9453 2022/08/15 01:15:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 01:16:02 - mmengine - INFO - Epoch(train) [63][1100/3757] lr: 1.0000e-01 eta: 2 days, 14:28:44 time: 0.3086 data_time: 0.0137 memory: 9395 grad_norm: 2.2483 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0589 loss: 3.0589 2022/08/15 01:16:33 - mmengine - INFO - Epoch(train) [63][1200/3757] lr: 1.0000e-01 eta: 2 days, 14:28:13 time: 0.3097 data_time: 0.0130 memory: 9395 grad_norm: 2.2327 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9525 loss: 2.9525 2022/08/15 01:17:05 - mmengine - INFO - Epoch(train) [63][1300/3757] lr: 1.0000e-01 eta: 2 days, 14:27:43 time: 0.3089 data_time: 0.0133 memory: 9395 grad_norm: 2.2266 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2440 loss: 3.2440 2022/08/15 01:17:36 - mmengine - INFO - Epoch(train) [63][1400/3757] lr: 1.0000e-01 eta: 2 days, 14:27:12 time: 0.3088 data_time: 0.0134 memory: 9395 grad_norm: 2.2383 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.4093 loss: 3.4093 2022/08/15 01:18:07 - mmengine - INFO - Epoch(train) [63][1500/3757] lr: 1.0000e-01 eta: 2 days, 14:26:42 time: 0.3073 data_time: 0.0134 memory: 9395 grad_norm: 2.1060 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0403 loss: 3.0403 2022/08/15 01:18:38 - mmengine - INFO - Epoch(train) [63][1600/3757] lr: 1.0000e-01 eta: 2 days, 14:26:11 time: 0.3084 data_time: 0.0134 memory: 9395 grad_norm: 2.2361 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2503 loss: 3.2503 2022/08/15 01:19:09 - mmengine - INFO - Epoch(train) [63][1700/3757] lr: 1.0000e-01 eta: 2 days, 14:25:41 time: 0.3105 data_time: 0.0144 memory: 9395 grad_norm: 2.1547 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.0076 loss: 3.0076 2022/08/15 01:19:40 - mmengine - INFO - Epoch(train) [63][1800/3757] lr: 1.0000e-01 eta: 2 days, 14:25:10 time: 0.3089 data_time: 0.0140 memory: 9395 grad_norm: 2.1670 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1960 loss: 3.1960 2022/08/15 01:20:11 - mmengine - INFO - Epoch(train) [63][1900/3757] lr: 1.0000e-01 eta: 2 days, 14:24:40 time: 0.3119 data_time: 0.0134 memory: 9395 grad_norm: 2.2224 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2668 loss: 3.2668 2022/08/15 01:20:42 - mmengine - INFO - Epoch(train) [63][2000/3757] lr: 1.0000e-01 eta: 2 days, 14:24:09 time: 0.3083 data_time: 0.0133 memory: 9395 grad_norm: 2.1852 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2937 loss: 3.2937 2022/08/15 01:21:03 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 01:21:13 - mmengine - INFO - Epoch(train) [63][2100/3757] lr: 1.0000e-01 eta: 2 days, 14:23:39 time: 0.3126 data_time: 0.0147 memory: 9395 grad_norm: 2.2867 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.2219 loss: 3.2219 2022/08/15 01:21:44 - mmengine - INFO - Epoch(train) [63][2200/3757] lr: 1.0000e-01 eta: 2 days, 14:23:08 time: 0.3086 data_time: 0.0133 memory: 9395 grad_norm: 2.2516 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0708 loss: 3.0708 2022/08/15 01:22:15 - mmengine - INFO - Epoch(train) [63][2300/3757] lr: 1.0000e-01 eta: 2 days, 14:22:38 time: 0.3098 data_time: 0.0132 memory: 9395 grad_norm: 2.1729 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5354 loss: 3.5354 2022/08/15 01:22:46 - mmengine - INFO - Epoch(train) [63][2400/3757] lr: 1.0000e-01 eta: 2 days, 14:22:07 time: 0.3081 data_time: 0.0130 memory: 9395 grad_norm: 2.1792 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1093 loss: 3.1093 2022/08/15 01:23:17 - mmengine - INFO - Epoch(train) [63][2500/3757] lr: 1.0000e-01 eta: 2 days, 14:21:37 time: 0.3083 data_time: 0.0134 memory: 9395 grad_norm: 2.2291 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8389 loss: 2.8389 2022/08/15 01:23:48 - mmengine - INFO - Epoch(train) [63][2600/3757] lr: 1.0000e-01 eta: 2 days, 14:21:06 time: 0.3101 data_time: 0.0149 memory: 9395 grad_norm: 2.1992 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9862 loss: 2.9862 2022/08/15 01:24:19 - mmengine - INFO - Epoch(train) [63][2700/3757] lr: 1.0000e-01 eta: 2 days, 14:20:35 time: 0.3085 data_time: 0.0137 memory: 9395 grad_norm: 2.2617 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1978 loss: 3.1978 2022/08/15 01:24:50 - mmengine - INFO - Epoch(train) [63][2800/3757] lr: 1.0000e-01 eta: 2 days, 14:20:04 time: 0.3097 data_time: 0.0141 memory: 9395 grad_norm: 2.2094 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1975 loss: 3.1975 2022/08/15 01:25:21 - mmengine - INFO - Epoch(train) [63][2900/3757] lr: 1.0000e-01 eta: 2 days, 14:19:34 time: 0.3096 data_time: 0.0133 memory: 9395 grad_norm: 2.1886 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9948 loss: 2.9948 2022/08/15 01:25:52 - mmengine - INFO - Epoch(train) [63][3000/3757] lr: 1.0000e-01 eta: 2 days, 14:19:03 time: 0.3118 data_time: 0.0142 memory: 9395 grad_norm: 2.2059 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1567 loss: 3.1567 2022/08/15 01:26:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 01:26:24 - mmengine - INFO - Epoch(train) [63][3100/3757] lr: 1.0000e-01 eta: 2 days, 14:18:33 time: 0.3104 data_time: 0.0139 memory: 9395 grad_norm: 2.2240 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1658 loss: 3.1658 2022/08/15 01:26:55 - mmengine - INFO - Epoch(train) [63][3200/3757] lr: 1.0000e-01 eta: 2 days, 14:18:02 time: 0.3087 data_time: 0.0132 memory: 9395 grad_norm: 2.2424 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1337 loss: 3.1337 2022/08/15 01:27:26 - mmengine - INFO - Epoch(train) [63][3300/3757] lr: 1.0000e-01 eta: 2 days, 14:17:31 time: 0.3084 data_time: 0.0129 memory: 9395 grad_norm: 2.2544 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0485 loss: 3.0485 2022/08/15 01:27:57 - mmengine - INFO - Epoch(train) [63][3400/3757] lr: 1.0000e-01 eta: 2 days, 14:17:01 time: 0.3081 data_time: 0.0130 memory: 9395 grad_norm: 2.1967 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9554 loss: 2.9554 2022/08/15 01:28:28 - mmengine - INFO - Epoch(train) [63][3500/3757] lr: 1.0000e-01 eta: 2 days, 14:16:30 time: 0.3082 data_time: 0.0138 memory: 9395 grad_norm: 2.1324 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 2.9929 loss: 2.9929 2022/08/15 01:28:59 - mmengine - INFO - Epoch(train) [63][3600/3757] lr: 1.0000e-01 eta: 2 days, 14:16:00 time: 0.3097 data_time: 0.0134 memory: 9395 grad_norm: 2.1577 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0662 loss: 3.0662 2022/08/15 01:29:30 - mmengine - INFO - Epoch(train) [63][3700/3757] lr: 1.0000e-01 eta: 2 days, 14:15:29 time: 0.3137 data_time: 0.0145 memory: 9395 grad_norm: 2.1855 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0895 loss: 3.0895 2022/08/15 01:29:47 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 01:29:47 - mmengine - INFO - Epoch(train) [63][3757/3757] lr: 1.0000e-01 eta: 2 days, 14:15:17 time: 0.3033 data_time: 0.0133 memory: 9395 grad_norm: 2.2227 top1_acc: 0.1429 top5_acc: 0.7143 loss_cls: 3.4319 loss: 3.4319 2022/08/15 01:30:20 - mmengine - INFO - Epoch(train) [64][100/3757] lr: 1.0000e-01 eta: 2 days, 14:14:29 time: 0.3089 data_time: 0.0132 memory: 9395 grad_norm: 2.2753 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9934 loss: 2.9934 2022/08/15 01:30:51 - mmengine - INFO - Epoch(train) [64][200/3757] lr: 1.0000e-01 eta: 2 days, 14:13:59 time: 0.3099 data_time: 0.0146 memory: 9395 grad_norm: 2.2073 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4727 loss: 3.4727 2022/08/15 01:31:22 - mmengine - INFO - Epoch(train) [64][300/3757] lr: 1.0000e-01 eta: 2 days, 14:13:28 time: 0.3085 data_time: 0.0141 memory: 9395 grad_norm: 2.2040 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0282 loss: 3.0282 2022/08/15 01:31:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 01:31:53 - mmengine - INFO - Epoch(train) [64][400/3757] lr: 1.0000e-01 eta: 2 days, 14:12:58 time: 0.3099 data_time: 0.0133 memory: 9395 grad_norm: 2.2823 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9808 loss: 2.9808 2022/08/15 01:32:24 - mmengine - INFO - Epoch(train) [64][500/3757] lr: 1.0000e-01 eta: 2 days, 14:12:27 time: 0.3094 data_time: 0.0132 memory: 9395 grad_norm: 2.2064 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1183 loss: 3.1183 2022/08/15 01:32:55 - mmengine - INFO - Epoch(train) [64][600/3757] lr: 1.0000e-01 eta: 2 days, 14:11:56 time: 0.3088 data_time: 0.0129 memory: 9395 grad_norm: 2.2227 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 3.0610 loss: 3.0610 2022/08/15 01:33:26 - mmengine - INFO - Epoch(train) [64][700/3757] lr: 1.0000e-01 eta: 2 days, 14:11:26 time: 0.3079 data_time: 0.0132 memory: 9395 grad_norm: 2.1871 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.2486 loss: 3.2486 2022/08/15 01:33:57 - mmengine - INFO - Epoch(train) [64][800/3757] lr: 1.0000e-01 eta: 2 days, 14:10:55 time: 0.3084 data_time: 0.0129 memory: 9395 grad_norm: 2.1463 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9592 loss: 2.9592 2022/08/15 01:34:28 - mmengine - INFO - Epoch(train) [64][900/3757] lr: 1.0000e-01 eta: 2 days, 14:10:25 time: 0.3088 data_time: 0.0128 memory: 9395 grad_norm: 2.1301 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1231 loss: 3.1231 2022/08/15 01:34:59 - mmengine - INFO - Epoch(train) [64][1000/3757] lr: 1.0000e-01 eta: 2 days, 14:09:54 time: 0.3115 data_time: 0.0148 memory: 9395 grad_norm: 2.1087 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.2681 loss: 3.2681 2022/08/15 01:35:30 - mmengine - INFO - Epoch(train) [64][1100/3757] lr: 1.0000e-01 eta: 2 days, 14:09:23 time: 0.3087 data_time: 0.0131 memory: 9395 grad_norm: 2.1104 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0067 loss: 3.0067 2022/08/15 01:36:01 - mmengine - INFO - Epoch(train) [64][1200/3757] lr: 1.0000e-01 eta: 2 days, 14:08:53 time: 0.3096 data_time: 0.0128 memory: 9395 grad_norm: 2.2064 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8979 loss: 2.8979 2022/08/15 01:36:33 - mmengine - INFO - Epoch(train) [64][1300/3757] lr: 1.0000e-01 eta: 2 days, 14:08:22 time: 0.3085 data_time: 0.0130 memory: 9395 grad_norm: 2.2422 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.2846 loss: 3.2846 2022/08/15 01:36:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 01:37:04 - mmengine - INFO - Epoch(train) [64][1400/3757] lr: 1.0000e-01 eta: 2 days, 14:07:52 time: 0.3111 data_time: 0.0144 memory: 9395 grad_norm: 2.2243 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9527 loss: 2.9527 2022/08/15 01:37:35 - mmengine - INFO - Epoch(train) [64][1500/3757] lr: 1.0000e-01 eta: 2 days, 14:07:21 time: 0.3091 data_time: 0.0144 memory: 9395 grad_norm: 2.2519 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0356 loss: 3.0356 2022/08/15 01:38:06 - mmengine - INFO - Epoch(train) [64][1600/3757] lr: 1.0000e-01 eta: 2 days, 14:06:50 time: 0.3089 data_time: 0.0127 memory: 9395 grad_norm: 2.2168 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.0385 loss: 3.0385 2022/08/15 01:38:37 - mmengine - INFO - Epoch(train) [64][1700/3757] lr: 1.0000e-01 eta: 2 days, 14:06:20 time: 0.3079 data_time: 0.0136 memory: 9395 grad_norm: 2.2118 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2065 loss: 3.2065 2022/08/15 01:39:08 - mmengine - INFO - Epoch(train) [64][1800/3757] lr: 1.0000e-01 eta: 2 days, 14:05:49 time: 0.3087 data_time: 0.0138 memory: 9395 grad_norm: 2.2169 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9955 loss: 2.9955 2022/08/15 01:39:39 - mmengine - INFO - Epoch(train) [64][1900/3757] lr: 1.0000e-01 eta: 2 days, 14:05:19 time: 0.3103 data_time: 0.0156 memory: 9395 grad_norm: 2.2146 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9505 loss: 2.9505 2022/08/15 01:40:10 - mmengine - INFO - Epoch(train) [64][2000/3757] lr: 1.0000e-01 eta: 2 days, 14:04:48 time: 0.3101 data_time: 0.0131 memory: 9395 grad_norm: 2.1814 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1088 loss: 3.1088 2022/08/15 01:40:41 - mmengine - INFO - Epoch(train) [64][2100/3757] lr: 1.0000e-01 eta: 2 days, 14:04:18 time: 0.3112 data_time: 0.0142 memory: 9395 grad_norm: 2.2161 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 3.2330 loss: 3.2330 2022/08/15 01:41:12 - mmengine - INFO - Epoch(train) [64][2200/3757] lr: 1.0000e-01 eta: 2 days, 14:03:47 time: 0.3090 data_time: 0.0132 memory: 9395 grad_norm: 2.2426 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2728 loss: 3.2728 2022/08/15 01:41:43 - mmengine - INFO - Epoch(train) [64][2300/3757] lr: 1.0000e-01 eta: 2 days, 14:03:17 time: 0.3148 data_time: 0.0141 memory: 9395 grad_norm: 2.2341 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1640 loss: 3.1640 2022/08/15 01:41:46 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 01:42:14 - mmengine - INFO - Epoch(train) [64][2400/3757] lr: 1.0000e-01 eta: 2 days, 14:02:46 time: 0.3086 data_time: 0.0132 memory: 9395 grad_norm: 2.2147 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.9050 loss: 2.9050 2022/08/15 01:42:45 - mmengine - INFO - Epoch(train) [64][2500/3757] lr: 1.0000e-01 eta: 2 days, 14:02:16 time: 0.3092 data_time: 0.0135 memory: 9395 grad_norm: 2.2255 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8478 loss: 2.8478 2022/08/15 01:43:17 - mmengine - INFO - Epoch(train) [64][2600/3757] lr: 1.0000e-01 eta: 2 days, 14:01:45 time: 0.3085 data_time: 0.0145 memory: 9395 grad_norm: 2.1596 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2086 loss: 3.2086 2022/08/15 01:43:48 - mmengine - INFO - Epoch(train) [64][2700/3757] lr: 1.0000e-01 eta: 2 days, 14:01:15 time: 0.3080 data_time: 0.0130 memory: 9395 grad_norm: 2.1694 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1361 loss: 3.1361 2022/08/15 01:44:19 - mmengine - INFO - Epoch(train) [64][2800/3757] lr: 1.0000e-01 eta: 2 days, 14:00:44 time: 0.3069 data_time: 0.0150 memory: 9395 grad_norm: 2.2151 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1734 loss: 3.1734 2022/08/15 01:44:50 - mmengine - INFO - Epoch(train) [64][2900/3757] lr: 1.0000e-01 eta: 2 days, 14:00:14 time: 0.3099 data_time: 0.0132 memory: 9395 grad_norm: 2.1892 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2649 loss: 3.2649 2022/08/15 01:45:21 - mmengine - INFO - Epoch(train) [64][3000/3757] lr: 1.0000e-01 eta: 2 days, 13:59:43 time: 0.3097 data_time: 0.0147 memory: 9395 grad_norm: 2.2199 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0742 loss: 3.0742 2022/08/15 01:45:52 - mmengine - INFO - Epoch(train) [64][3100/3757] lr: 1.0000e-01 eta: 2 days, 13:59:12 time: 0.3088 data_time: 0.0134 memory: 9395 grad_norm: 2.2605 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1388 loss: 3.1388 2022/08/15 01:46:23 - mmengine - INFO - Epoch(train) [64][3200/3757] lr: 1.0000e-01 eta: 2 days, 13:58:41 time: 0.3091 data_time: 0.0153 memory: 9395 grad_norm: 2.2214 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9575 loss: 2.9575 2022/08/15 01:46:54 - mmengine - INFO - Epoch(train) [64][3300/3757] lr: 1.0000e-01 eta: 2 days, 13:58:11 time: 0.3093 data_time: 0.0159 memory: 9395 grad_norm: 2.2251 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2484 loss: 3.2484 2022/08/15 01:46:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 01:47:25 - mmengine - INFO - Epoch(train) [64][3400/3757] lr: 1.0000e-01 eta: 2 days, 13:57:40 time: 0.3086 data_time: 0.0134 memory: 9395 grad_norm: 2.2281 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0917 loss: 3.0917 2022/08/15 01:47:56 - mmengine - INFO - Epoch(train) [64][3500/3757] lr: 1.0000e-01 eta: 2 days, 13:57:09 time: 0.3080 data_time: 0.0132 memory: 9395 grad_norm: 2.1628 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0749 loss: 3.0749 2022/08/15 01:48:27 - mmengine - INFO - Epoch(train) [64][3600/3757] lr: 1.0000e-01 eta: 2 days, 13:56:39 time: 0.3089 data_time: 0.0128 memory: 9395 grad_norm: 2.1946 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9690 loss: 2.9690 2022/08/15 01:48:58 - mmengine - INFO - Epoch(train) [64][3700/3757] lr: 1.0000e-01 eta: 2 days, 13:56:08 time: 0.3087 data_time: 0.0138 memory: 9395 grad_norm: 2.2159 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.9904 loss: 2.9904 2022/08/15 01:49:16 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 01:49:16 - mmengine - INFO - Epoch(train) [64][3757/3757] lr: 1.0000e-01 eta: 2 days, 13:55:56 time: 0.3035 data_time: 0.0135 memory: 9395 grad_norm: 2.1974 top1_acc: 0.1429 top5_acc: 0.4286 loss_cls: 2.8968 loss: 2.8968 2022/08/15 01:49:16 - mmengine - INFO - Saving checkpoint at 64 epochs 2022/08/15 01:49:50 - mmengine - INFO - Epoch(train) [65][100/3757] lr: 1.0000e-01 eta: 2 days, 13:55:08 time: 0.3089 data_time: 0.0131 memory: 9395 grad_norm: 2.1575 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1182 loss: 3.1182 2022/08/15 01:50:21 - mmengine - INFO - Epoch(train) [65][200/3757] lr: 1.0000e-01 eta: 2 days, 13:54:37 time: 0.3094 data_time: 0.0145 memory: 9395 grad_norm: 2.1258 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7997 loss: 2.7997 2022/08/15 01:50:52 - mmengine - INFO - Epoch(train) [65][300/3757] lr: 1.0000e-01 eta: 2 days, 13:54:07 time: 0.3149 data_time: 0.0138 memory: 9395 grad_norm: 2.1398 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1162 loss: 3.1162 2022/08/15 01:51:23 - mmengine - INFO - Epoch(train) [65][400/3757] lr: 1.0000e-01 eta: 2 days, 13:53:37 time: 0.3096 data_time: 0.0133 memory: 9395 grad_norm: 2.2231 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1410 loss: 3.1410 2022/08/15 01:51:54 - mmengine - INFO - Epoch(train) [65][500/3757] lr: 1.0000e-01 eta: 2 days, 13:53:07 time: 0.3183 data_time: 0.0144 memory: 9395 grad_norm: 2.1569 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1968 loss: 3.1968 2022/08/15 01:52:10 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 01:52:25 - mmengine - INFO - Epoch(train) [65][600/3757] lr: 1.0000e-01 eta: 2 days, 13:52:36 time: 0.3109 data_time: 0.0141 memory: 9395 grad_norm: 2.1761 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0891 loss: 3.0891 2022/08/15 01:52:56 - mmengine - INFO - Epoch(train) [65][700/3757] lr: 1.0000e-01 eta: 2 days, 13:52:06 time: 0.3084 data_time: 0.0133 memory: 9395 grad_norm: 2.2588 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3658 loss: 3.3658 2022/08/15 01:53:27 - mmengine - INFO - Epoch(train) [65][800/3757] lr: 1.0000e-01 eta: 2 days, 13:51:35 time: 0.3086 data_time: 0.0130 memory: 9395 grad_norm: 2.1881 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3029 loss: 3.3029 2022/08/15 01:53:58 - mmengine - INFO - Epoch(train) [65][900/3757] lr: 1.0000e-01 eta: 2 days, 13:51:04 time: 0.3092 data_time: 0.0148 memory: 9395 grad_norm: 2.2131 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0419 loss: 3.0419 2022/08/15 01:54:29 - mmengine - INFO - Epoch(train) [65][1000/3757] lr: 1.0000e-01 eta: 2 days, 13:50:34 time: 0.3096 data_time: 0.0139 memory: 9395 grad_norm: 2.1726 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1714 loss: 3.1714 2022/08/15 01:55:00 - mmengine - INFO - Epoch(train) [65][1100/3757] lr: 1.0000e-01 eta: 2 days, 13:50:03 time: 0.3114 data_time: 0.0132 memory: 9395 grad_norm: 2.1908 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8891 loss: 2.8891 2022/08/15 01:55:31 - mmengine - INFO - Epoch(train) [65][1200/3757] lr: 1.0000e-01 eta: 2 days, 13:49:32 time: 0.3104 data_time: 0.0134 memory: 9395 grad_norm: 2.2339 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4443 loss: 3.4443 2022/08/15 01:56:03 - mmengine - INFO - Epoch(train) [65][1300/3757] lr: 1.0000e-01 eta: 2 days, 13:49:02 time: 0.3089 data_time: 0.0146 memory: 9395 grad_norm: 2.2170 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8096 loss: 2.8096 2022/08/15 01:56:34 - mmengine - INFO - Epoch(train) [65][1400/3757] lr: 1.0000e-01 eta: 2 days, 13:48:31 time: 0.3089 data_time: 0.0134 memory: 9395 grad_norm: 2.1736 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2857 loss: 3.2857 2022/08/15 01:57:05 - mmengine - INFO - Epoch(train) [65][1500/3757] lr: 1.0000e-01 eta: 2 days, 13:48:01 time: 0.3115 data_time: 0.0147 memory: 9395 grad_norm: 2.2328 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2853 loss: 3.2853 2022/08/15 01:57:21 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 01:57:36 - mmengine - INFO - Epoch(train) [65][1600/3757] lr: 1.0000e-01 eta: 2 days, 13:47:31 time: 0.3161 data_time: 0.0132 memory: 9395 grad_norm: 2.1987 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0801 loss: 3.0801 2022/08/15 01:58:07 - mmengine - INFO - Epoch(train) [65][1700/3757] lr: 1.0000e-01 eta: 2 days, 13:47:00 time: 0.3080 data_time: 0.0139 memory: 9395 grad_norm: 2.1871 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.8759 loss: 2.8759 2022/08/15 01:58:38 - mmengine - INFO - Epoch(train) [65][1800/3757] lr: 1.0000e-01 eta: 2 days, 13:46:29 time: 0.3093 data_time: 0.0143 memory: 9395 grad_norm: 2.2137 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0683 loss: 3.0683 2022/08/15 01:59:09 - mmengine - INFO - Epoch(train) [65][1900/3757] lr: 1.0000e-01 eta: 2 days, 13:45:59 time: 0.3074 data_time: 0.0134 memory: 9395 grad_norm: 2.1438 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0831 loss: 3.0831 2022/08/15 01:59:40 - mmengine - INFO - Epoch(train) [65][2000/3757] lr: 1.0000e-01 eta: 2 days, 13:45:28 time: 0.3084 data_time: 0.0139 memory: 9395 grad_norm: 2.1773 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9453 loss: 2.9453 2022/08/15 02:00:13 - mmengine - INFO - Epoch(train) [65][2100/3757] lr: 1.0000e-01 eta: 2 days, 13:45:04 time: 0.3092 data_time: 0.0141 memory: 9395 grad_norm: 2.2176 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.4145 loss: 3.4145 2022/08/15 02:00:44 - mmengine - INFO - Epoch(train) [65][2200/3757] lr: 1.0000e-01 eta: 2 days, 13:44:34 time: 0.3113 data_time: 0.0149 memory: 9395 grad_norm: 2.2079 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0799 loss: 3.0799 2022/08/15 02:01:16 - mmengine - INFO - Epoch(train) [65][2300/3757] lr: 1.0000e-01 eta: 2 days, 13:44:03 time: 0.3087 data_time: 0.0132 memory: 9395 grad_norm: 2.1841 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1330 loss: 3.1330 2022/08/15 02:01:47 - mmengine - INFO - Epoch(train) [65][2400/3757] lr: 1.0000e-01 eta: 2 days, 13:43:33 time: 0.3094 data_time: 0.0137 memory: 9395 grad_norm: 2.1880 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1393 loss: 3.1393 2022/08/15 02:02:18 - mmengine - INFO - Epoch(train) [65][2500/3757] lr: 1.0000e-01 eta: 2 days, 13:43:02 time: 0.3078 data_time: 0.0132 memory: 9395 grad_norm: 2.1943 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0925 loss: 3.0925 2022/08/15 02:02:34 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 02:02:49 - mmengine - INFO - Epoch(train) [65][2600/3757] lr: 1.0000e-01 eta: 2 days, 13:42:31 time: 0.3073 data_time: 0.0129 memory: 9395 grad_norm: 2.2051 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1557 loss: 3.1557 2022/08/15 02:03:20 - mmengine - INFO - Epoch(train) [65][2700/3757] lr: 1.0000e-01 eta: 2 days, 13:42:01 time: 0.3099 data_time: 0.0135 memory: 9395 grad_norm: 2.2428 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0135 loss: 3.0135 2022/08/15 02:03:51 - mmengine - INFO - Epoch(train) [65][2800/3757] lr: 1.0000e-01 eta: 2 days, 13:41:30 time: 0.3092 data_time: 0.0130 memory: 9395 grad_norm: 2.2002 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.2325 loss: 3.2325 2022/08/15 02:04:22 - mmengine - INFO - Epoch(train) [65][2900/3757] lr: 1.0000e-01 eta: 2 days, 13:40:59 time: 0.3089 data_time: 0.0146 memory: 9395 grad_norm: 2.1829 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.2866 loss: 3.2866 2022/08/15 02:04:53 - mmengine - INFO - Epoch(train) [65][3000/3757] lr: 1.0000e-01 eta: 2 days, 13:40:30 time: 0.3089 data_time: 0.0136 memory: 9395 grad_norm: 2.2142 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2869 loss: 3.2869 2022/08/15 02:05:24 - mmengine - INFO - Epoch(train) [65][3100/3757] lr: 1.0000e-01 eta: 2 days, 13:39:59 time: 0.3114 data_time: 0.0145 memory: 9395 grad_norm: 2.2098 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1032 loss: 3.1032 2022/08/15 02:05:55 - mmengine - INFO - Epoch(train) [65][3200/3757] lr: 1.0000e-01 eta: 2 days, 13:39:28 time: 0.3093 data_time: 0.0132 memory: 9395 grad_norm: 2.1827 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0130 loss: 3.0130 2022/08/15 02:06:26 - mmengine - INFO - Epoch(train) [65][3300/3757] lr: 1.0000e-01 eta: 2 days, 13:38:58 time: 0.3101 data_time: 0.0143 memory: 9395 grad_norm: 2.1685 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1241 loss: 3.1241 2022/08/15 02:06:57 - mmengine - INFO - Epoch(train) [65][3400/3757] lr: 1.0000e-01 eta: 2 days, 13:38:27 time: 0.3087 data_time: 0.0129 memory: 9395 grad_norm: 2.2527 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.2389 loss: 3.2389 2022/08/15 02:07:28 - mmengine - INFO - Epoch(train) [65][3500/3757] lr: 1.0000e-01 eta: 2 days, 13:37:57 time: 0.3090 data_time: 0.0138 memory: 9395 grad_norm: 2.2100 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8820 loss: 2.8820 2022/08/15 02:07:45 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 02:08:00 - mmengine - INFO - Epoch(train) [65][3600/3757] lr: 1.0000e-01 eta: 2 days, 13:37:26 time: 0.3086 data_time: 0.0131 memory: 9395 grad_norm: 2.2303 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2583 loss: 3.2583 2022/08/15 02:08:30 - mmengine - INFO - Epoch(train) [65][3700/3757] lr: 1.0000e-01 eta: 2 days, 13:36:55 time: 0.3088 data_time: 0.0131 memory: 9395 grad_norm: 2.2085 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9915 loss: 2.9915 2022/08/15 02:08:48 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 02:08:48 - mmengine - INFO - Epoch(train) [65][3757/3757] lr: 1.0000e-01 eta: 2 days, 13:36:43 time: 0.3039 data_time: 0.0138 memory: 9395 grad_norm: 2.2114 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 2.9662 loss: 2.9662 2022/08/15 02:09:06 - mmengine - INFO - Epoch(val) [65][100/310] eta: 0:00:39 time: 0.1860 data_time: 0.0929 memory: 1523 2022/08/15 02:09:23 - mmengine - INFO - Epoch(val) [65][200/310] eta: 0:00:16 time: 0.1515 data_time: 0.0557 memory: 1523 2022/08/15 02:09:40 - mmengine - INFO - Epoch(val) [65][300/310] eta: 0:00:01 time: 0.1635 data_time: 0.0696 memory: 1523 2022/08/15 02:09:43 - mmengine - INFO - Epoch(val) [65][310/310] acc/top1: 0.3902 acc/top5: 0.6693 acc/mean1: 0.3899 2022/08/15 02:09:44 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr/best_acc/top1_epoch_61.pth is removed 2022/08/15 02:09:45 - mmengine - INFO - The best checkpoint with 0.3902 acc/top1 at 66 epoch is saved to best_acc/top1_epoch_66.pth. 2022/08/15 02:10:17 - mmengine - INFO - Epoch(train) [66][100/3757] lr: 1.0000e-01 eta: 2 days, 13:35:55 time: 0.3090 data_time: 0.0127 memory: 9395 grad_norm: 2.2269 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0005 loss: 3.0005 2022/08/15 02:10:48 - mmengine - INFO - Epoch(train) [66][200/3757] lr: 1.0000e-01 eta: 2 days, 13:35:24 time: 0.3090 data_time: 0.0135 memory: 9395 grad_norm: 2.2035 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1556 loss: 3.1556 2022/08/15 02:11:19 - mmengine - INFO - Epoch(train) [66][300/3757] lr: 1.0000e-01 eta: 2 days, 13:34:54 time: 0.3097 data_time: 0.0129 memory: 9395 grad_norm: 2.2433 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1267 loss: 3.1267 2022/08/15 02:11:50 - mmengine - INFO - Epoch(train) [66][400/3757] lr: 1.0000e-01 eta: 2 days, 13:34:23 time: 0.3086 data_time: 0.0131 memory: 9395 grad_norm: 2.1879 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1594 loss: 3.1594 2022/08/15 02:12:21 - mmengine - INFO - Epoch(train) [66][500/3757] lr: 1.0000e-01 eta: 2 days, 13:33:52 time: 0.3081 data_time: 0.0124 memory: 9395 grad_norm: 2.2156 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.2899 loss: 3.2899 2022/08/15 02:12:53 - mmengine - INFO - Epoch(train) [66][600/3757] lr: 1.0000e-01 eta: 2 days, 13:33:22 time: 0.3123 data_time: 0.0153 memory: 9395 grad_norm: 2.1643 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1906 loss: 3.1906 2022/08/15 02:13:24 - mmengine - INFO - Epoch(train) [66][700/3757] lr: 1.0000e-01 eta: 2 days, 13:32:51 time: 0.3096 data_time: 0.0140 memory: 9395 grad_norm: 2.2105 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0170 loss: 3.0170 2022/08/15 02:13:53 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 02:13:55 - mmengine - INFO - Epoch(train) [66][800/3757] lr: 1.0000e-01 eta: 2 days, 13:32:21 time: 0.3108 data_time: 0.0142 memory: 9395 grad_norm: 2.1442 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.0644 loss: 3.0644 2022/08/15 02:14:26 - mmengine - INFO - Epoch(train) [66][900/3757] lr: 1.0000e-01 eta: 2 days, 13:31:50 time: 0.3098 data_time: 0.0131 memory: 9395 grad_norm: 2.1425 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.1864 loss: 3.1864 2022/08/15 02:14:57 - mmengine - INFO - Epoch(train) [66][1000/3757] lr: 1.0000e-01 eta: 2 days, 13:31:20 time: 0.3089 data_time: 0.0134 memory: 9395 grad_norm: 2.2002 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.0305 loss: 3.0305 2022/08/15 02:15:28 - mmengine - INFO - Epoch(train) [66][1100/3757] lr: 1.0000e-01 eta: 2 days, 13:30:49 time: 0.3088 data_time: 0.0134 memory: 9395 grad_norm: 2.2156 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4218 loss: 3.4218 2022/08/15 02:15:59 - mmengine - INFO - Epoch(train) [66][1200/3757] lr: 1.0000e-01 eta: 2 days, 13:30:19 time: 0.3090 data_time: 0.0132 memory: 9395 grad_norm: 2.2006 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.9968 loss: 2.9968 2022/08/15 02:16:30 - mmengine - INFO - Epoch(train) [66][1300/3757] lr: 1.0000e-01 eta: 2 days, 13:29:49 time: 0.3098 data_time: 0.0139 memory: 9395 grad_norm: 2.2207 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1547 loss: 3.1547 2022/08/15 02:17:01 - mmengine - INFO - Epoch(train) [66][1400/3757] lr: 1.0000e-01 eta: 2 days, 13:29:18 time: 0.3088 data_time: 0.0123 memory: 9395 grad_norm: 2.2458 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1567 loss: 3.1567 2022/08/15 02:17:33 - mmengine - INFO - Epoch(train) [66][1500/3757] lr: 1.0000e-01 eta: 2 days, 13:28:48 time: 0.3110 data_time: 0.0140 memory: 9395 grad_norm: 2.1784 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7609 loss: 2.7609 2022/08/15 02:18:04 - mmengine - INFO - Epoch(train) [66][1600/3757] lr: 1.0000e-01 eta: 2 days, 13:28:17 time: 0.3089 data_time: 0.0130 memory: 9395 grad_norm: 2.2052 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8778 loss: 2.8778 2022/08/15 02:18:35 - mmengine - INFO - Epoch(train) [66][1700/3757] lr: 1.0000e-01 eta: 2 days, 13:27:47 time: 0.3096 data_time: 0.0141 memory: 9395 grad_norm: 2.1442 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.0056 loss: 3.0056 2022/08/15 02:19:04 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 02:19:06 - mmengine - INFO - Epoch(train) [66][1800/3757] lr: 1.0000e-01 eta: 2 days, 13:27:16 time: 0.3128 data_time: 0.0141 memory: 9395 grad_norm: 2.2341 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1201 loss: 3.1201 2022/08/15 02:19:37 - mmengine - INFO - Epoch(train) [66][1900/3757] lr: 1.0000e-01 eta: 2 days, 13:26:46 time: 0.3097 data_time: 0.0134 memory: 9395 grad_norm: 2.1448 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9524 loss: 2.9524 2022/08/15 02:20:08 - mmengine - INFO - Epoch(train) [66][2000/3757] lr: 1.0000e-01 eta: 2 days, 13:26:15 time: 0.3083 data_time: 0.0140 memory: 9395 grad_norm: 2.1881 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2776 loss: 3.2776 2022/08/15 02:20:39 - mmengine - INFO - Epoch(train) [66][2100/3757] lr: 1.0000e-01 eta: 2 days, 13:25:44 time: 0.3077 data_time: 0.0134 memory: 9395 grad_norm: 2.2160 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.4058 loss: 3.4058 2022/08/15 02:21:10 - mmengine - INFO - Epoch(train) [66][2200/3757] lr: 1.0000e-01 eta: 2 days, 13:25:14 time: 0.3099 data_time: 0.0129 memory: 9395 grad_norm: 2.2606 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9890 loss: 2.9890 2022/08/15 02:21:41 - mmengine - INFO - Epoch(train) [66][2300/3757] lr: 1.0000e-01 eta: 2 days, 13:24:44 time: 0.3088 data_time: 0.0127 memory: 9395 grad_norm: 2.1772 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1012 loss: 3.1012 2022/08/15 02:22:12 - mmengine - INFO - Epoch(train) [66][2400/3757] lr: 1.0000e-01 eta: 2 days, 13:24:13 time: 0.3104 data_time: 0.0140 memory: 9395 grad_norm: 2.1767 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9890 loss: 2.9890 2022/08/15 02:22:43 - mmengine - INFO - Epoch(train) [66][2500/3757] lr: 1.0000e-01 eta: 2 days, 13:23:43 time: 0.3091 data_time: 0.0134 memory: 9395 grad_norm: 2.2097 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1923 loss: 3.1923 2022/08/15 02:23:14 - mmengine - INFO - Epoch(train) [66][2600/3757] lr: 1.0000e-01 eta: 2 days, 13:23:12 time: 0.3105 data_time: 0.0138 memory: 9395 grad_norm: 2.2283 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.9566 loss: 2.9566 2022/08/15 02:23:45 - mmengine - INFO - Epoch(train) [66][2700/3757] lr: 1.0000e-01 eta: 2 days, 13:22:41 time: 0.3087 data_time: 0.0139 memory: 9395 grad_norm: 2.2114 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.2726 loss: 3.2726 2022/08/15 02:24:15 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 02:24:16 - mmengine - INFO - Epoch(train) [66][2800/3757] lr: 1.0000e-01 eta: 2 days, 13:22:11 time: 0.3093 data_time: 0.0132 memory: 9395 grad_norm: 2.2674 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9064 loss: 2.9064 2022/08/15 02:24:47 - mmengine - INFO - Epoch(train) [66][2900/3757] lr: 1.0000e-01 eta: 2 days, 13:21:40 time: 0.3078 data_time: 0.0128 memory: 9395 grad_norm: 2.2164 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.0485 loss: 3.0485 2022/08/15 02:25:19 - mmengine - INFO - Epoch(train) [66][3000/3757] lr: 1.0000e-01 eta: 2 days, 13:21:09 time: 0.3084 data_time: 0.0130 memory: 9395 grad_norm: 2.1582 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9497 loss: 2.9497 2022/08/15 02:25:50 - mmengine - INFO - Epoch(train) [66][3100/3757] lr: 1.0000e-01 eta: 2 days, 13:20:39 time: 0.3090 data_time: 0.0131 memory: 9395 grad_norm: 2.1310 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 3.1770 loss: 3.1770 2022/08/15 02:26:21 - mmengine - INFO - Epoch(train) [66][3200/3757] lr: 1.0000e-01 eta: 2 days, 13:20:08 time: 0.3099 data_time: 0.0137 memory: 9395 grad_norm: 2.2024 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1664 loss: 3.1664 2022/08/15 02:26:52 - mmengine - INFO - Epoch(train) [66][3300/3757] lr: 1.0000e-01 eta: 2 days, 13:19:38 time: 0.3102 data_time: 0.0163 memory: 9395 grad_norm: 2.2366 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9964 loss: 2.9964 2022/08/15 02:27:23 - mmengine - INFO - Epoch(train) [66][3400/3757] lr: 1.0000e-01 eta: 2 days, 13:19:07 time: 0.3129 data_time: 0.0142 memory: 9395 grad_norm: 2.1713 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8662 loss: 2.8662 2022/08/15 02:27:54 - mmengine - INFO - Epoch(train) [66][3500/3757] lr: 1.0000e-01 eta: 2 days, 13:18:36 time: 0.3087 data_time: 0.0139 memory: 9395 grad_norm: 2.1731 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1072 loss: 3.1072 2022/08/15 02:28:25 - mmengine - INFO - Epoch(train) [66][3600/3757] lr: 1.0000e-01 eta: 2 days, 13:18:06 time: 0.3110 data_time: 0.0135 memory: 9395 grad_norm: 2.1942 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2574 loss: 3.2574 2022/08/15 02:28:56 - mmengine - INFO - Epoch(train) [66][3700/3757] lr: 1.0000e-01 eta: 2 days, 13:17:35 time: 0.3102 data_time: 0.0130 memory: 9395 grad_norm: 2.1930 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3437 loss: 3.3437 2022/08/15 02:29:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 02:29:14 - mmengine - INFO - Epoch(train) [66][3757/3757] lr: 1.0000e-01 eta: 2 days, 13:17:23 time: 0.3062 data_time: 0.0138 memory: 9395 grad_norm: 2.2050 top1_acc: 0.4286 top5_acc: 0.4286 loss_cls: 2.8545 loss: 2.8545 2022/08/15 02:29:27 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 02:29:47 - mmengine - INFO - Epoch(train) [67][100/3757] lr: 1.0000e-01 eta: 2 days, 13:16:37 time: 0.3104 data_time: 0.0164 memory: 9395 grad_norm: 2.2143 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.3034 loss: 3.3034 2022/08/15 02:30:18 - mmengine - INFO - Epoch(train) [67][200/3757] lr: 1.0000e-01 eta: 2 days, 13:16:07 time: 0.3083 data_time: 0.0135 memory: 9395 grad_norm: 2.2228 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1396 loss: 3.1396 2022/08/15 02:30:49 - mmengine - INFO - Epoch(train) [67][300/3757] lr: 1.0000e-01 eta: 2 days, 13:15:36 time: 0.3078 data_time: 0.0129 memory: 9395 grad_norm: 2.2093 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9745 loss: 2.9745 2022/08/15 02:31:20 - mmengine - INFO - Epoch(train) [67][400/3757] lr: 1.0000e-01 eta: 2 days, 13:15:06 time: 0.3128 data_time: 0.0144 memory: 9395 grad_norm: 2.1543 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8091 loss: 2.8091 2022/08/15 02:31:51 - mmengine - INFO - Epoch(train) [67][500/3757] lr: 1.0000e-01 eta: 2 days, 13:14:36 time: 0.3095 data_time: 0.0129 memory: 9395 grad_norm: 2.1772 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1894 loss: 3.1894 2022/08/15 02:32:22 - mmengine - INFO - Epoch(train) [67][600/3757] lr: 1.0000e-01 eta: 2 days, 13:14:05 time: 0.3091 data_time: 0.0145 memory: 9395 grad_norm: 2.2556 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0315 loss: 3.0315 2022/08/15 02:32:53 - mmengine - INFO - Epoch(train) [67][700/3757] lr: 1.0000e-01 eta: 2 days, 13:13:34 time: 0.3080 data_time: 0.0133 memory: 9395 grad_norm: 2.2318 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1023 loss: 3.1023 2022/08/15 02:33:24 - mmengine - INFO - Epoch(train) [67][800/3757] lr: 1.0000e-01 eta: 2 days, 13:13:03 time: 0.3092 data_time: 0.0132 memory: 9395 grad_norm: 2.1962 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3000 loss: 3.3000 2022/08/15 02:33:55 - mmengine - INFO - Epoch(train) [67][900/3757] lr: 1.0000e-01 eta: 2 days, 13:12:33 time: 0.3127 data_time: 0.0141 memory: 9395 grad_norm: 2.1657 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3923 loss: 3.3923 2022/08/15 02:34:26 - mmengine - INFO - Epoch(train) [67][1000/3757] lr: 1.0000e-01 eta: 2 days, 13:12:02 time: 0.3093 data_time: 0.0140 memory: 9395 grad_norm: 2.2399 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.8414 loss: 2.8414 2022/08/15 02:34:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 02:34:57 - mmengine - INFO - Epoch(train) [67][1100/3757] lr: 1.0000e-01 eta: 2 days, 13:11:32 time: 0.3088 data_time: 0.0134 memory: 9395 grad_norm: 2.1700 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9662 loss: 2.9662 2022/08/15 02:35:28 - mmengine - INFO - Epoch(train) [67][1200/3757] lr: 1.0000e-01 eta: 2 days, 13:11:01 time: 0.3097 data_time: 0.0140 memory: 9395 grad_norm: 2.2206 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9768 loss: 2.9768 2022/08/15 02:35:59 - mmengine - INFO - Epoch(train) [67][1300/3757] lr: 1.0000e-01 eta: 2 days, 13:10:30 time: 0.3082 data_time: 0.0131 memory: 9395 grad_norm: 2.1811 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2170 loss: 3.2170 2022/08/15 02:36:30 - mmengine - INFO - Epoch(train) [67][1400/3757] lr: 1.0000e-01 eta: 2 days, 13:10:00 time: 0.3092 data_time: 0.0134 memory: 9395 grad_norm: 2.2262 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1407 loss: 3.1407 2022/08/15 02:37:01 - mmengine - INFO - Epoch(train) [67][1500/3757] lr: 1.0000e-01 eta: 2 days, 13:09:29 time: 0.3099 data_time: 0.0131 memory: 9395 grad_norm: 2.1976 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2681 loss: 3.2681 2022/08/15 02:37:33 - mmengine - INFO - Epoch(train) [67][1600/3757] lr: 1.0000e-01 eta: 2 days, 13:08:59 time: 0.3094 data_time: 0.0140 memory: 9395 grad_norm: 2.1721 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1337 loss: 3.1337 2022/08/15 02:38:04 - mmengine - INFO - Epoch(train) [67][1700/3757] lr: 1.0000e-01 eta: 2 days, 13:08:28 time: 0.3100 data_time: 0.0145 memory: 9395 grad_norm: 2.2138 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4699 loss: 3.4699 2022/08/15 02:38:35 - mmengine - INFO - Epoch(train) [67][1800/3757] lr: 1.0000e-01 eta: 2 days, 13:07:58 time: 0.3111 data_time: 0.0137 memory: 9395 grad_norm: 2.1961 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2037 loss: 3.2037 2022/08/15 02:39:06 - mmengine - INFO - Epoch(train) [67][1900/3757] lr: 1.0000e-01 eta: 2 days, 13:07:27 time: 0.3100 data_time: 0.0146 memory: 9395 grad_norm: 2.2318 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0992 loss: 3.0992 2022/08/15 02:39:37 - mmengine - INFO - Epoch(train) [67][2000/3757] lr: 1.0000e-01 eta: 2 days, 13:06:56 time: 0.3095 data_time: 0.0132 memory: 9395 grad_norm: 2.2121 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.9863 loss: 2.9863 2022/08/15 02:39:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 02:40:08 - mmengine - INFO - Epoch(train) [67][2100/3757] lr: 1.0000e-01 eta: 2 days, 13:06:26 time: 0.3078 data_time: 0.0131 memory: 9395 grad_norm: 2.2227 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2441 loss: 3.2441 2022/08/15 02:40:39 - mmengine - INFO - Epoch(train) [67][2200/3757] lr: 1.0000e-01 eta: 2 days, 13:05:55 time: 0.3076 data_time: 0.0132 memory: 9395 grad_norm: 2.1897 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0123 loss: 3.0123 2022/08/15 02:41:10 - mmengine - INFO - Epoch(train) [67][2300/3757] lr: 1.0000e-01 eta: 2 days, 13:05:24 time: 0.3087 data_time: 0.0135 memory: 9395 grad_norm: 2.2096 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0307 loss: 3.0307 2022/08/15 02:41:41 - mmengine - INFO - Epoch(train) [67][2400/3757] lr: 1.0000e-01 eta: 2 days, 13:04:54 time: 0.3113 data_time: 0.0131 memory: 9395 grad_norm: 2.1889 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8704 loss: 2.8704 2022/08/15 02:42:12 - mmengine - INFO - Epoch(train) [67][2500/3757] lr: 1.0000e-01 eta: 2 days, 13:04:23 time: 0.3117 data_time: 0.0137 memory: 9395 grad_norm: 2.0835 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9408 loss: 2.9408 2022/08/15 02:42:43 - mmengine - INFO - Epoch(train) [67][2600/3757] lr: 1.0000e-01 eta: 2 days, 13:03:53 time: 0.3128 data_time: 0.0144 memory: 9395 grad_norm: 2.2067 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2109 loss: 3.2109 2022/08/15 02:43:14 - mmengine - INFO - Epoch(train) [67][2700/3757] lr: 1.0000e-01 eta: 2 days, 13:03:22 time: 0.3089 data_time: 0.0129 memory: 9395 grad_norm: 2.2226 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1781 loss: 3.1781 2022/08/15 02:43:45 - mmengine - INFO - Epoch(train) [67][2800/3757] lr: 1.0000e-01 eta: 2 days, 13:02:52 time: 0.3104 data_time: 0.0145 memory: 9395 grad_norm: 2.2176 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8315 loss: 2.8315 2022/08/15 02:44:16 - mmengine - INFO - Epoch(train) [67][2900/3757] lr: 1.0000e-01 eta: 2 days, 13:02:21 time: 0.3099 data_time: 0.0131 memory: 9395 grad_norm: 2.2237 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7741 loss: 2.7741 2022/08/15 02:44:47 - mmengine - INFO - Epoch(train) [67][3000/3757] lr: 1.0000e-01 eta: 2 days, 13:01:50 time: 0.3100 data_time: 0.0143 memory: 9395 grad_norm: 2.2239 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3051 loss: 3.3051 2022/08/15 02:44:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 02:45:19 - mmengine - INFO - Epoch(train) [67][3100/3757] lr: 1.0000e-01 eta: 2 days, 13:01:20 time: 0.3088 data_time: 0.0135 memory: 9395 grad_norm: 2.1257 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8245 loss: 2.8245 2022/08/15 02:45:50 - mmengine - INFO - Epoch(train) [67][3200/3757] lr: 1.0000e-01 eta: 2 days, 13:00:50 time: 0.3116 data_time: 0.0133 memory: 9395 grad_norm: 2.1755 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1757 loss: 3.1757 2022/08/15 02:46:21 - mmengine - INFO - Epoch(train) [67][3300/3757] lr: 1.0000e-01 eta: 2 days, 13:00:19 time: 0.3086 data_time: 0.0137 memory: 9395 grad_norm: 2.1897 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3148 loss: 3.3148 2022/08/15 02:46:52 - mmengine - INFO - Epoch(train) [67][3400/3757] lr: 1.0000e-01 eta: 2 days, 12:59:49 time: 0.3094 data_time: 0.0134 memory: 9395 grad_norm: 2.2115 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0337 loss: 3.0337 2022/08/15 02:47:23 - mmengine - INFO - Epoch(train) [67][3500/3757] lr: 1.0000e-01 eta: 2 days, 12:59:18 time: 0.3114 data_time: 0.0132 memory: 9395 grad_norm: 2.1755 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0478 loss: 3.0478 2022/08/15 02:47:54 - mmengine - INFO - Epoch(train) [67][3600/3757] lr: 1.0000e-01 eta: 2 days, 12:58:48 time: 0.3085 data_time: 0.0145 memory: 9395 grad_norm: 2.1811 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4309 loss: 3.4309 2022/08/15 02:48:26 - mmengine - INFO - Epoch(train) [67][3700/3757] lr: 1.0000e-01 eta: 2 days, 12:58:18 time: 0.3140 data_time: 0.0141 memory: 9395 grad_norm: 2.1743 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9440 loss: 2.9440 2022/08/15 02:48:43 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 02:48:43 - mmengine - INFO - Epoch(train) [67][3757/3757] lr: 1.0000e-01 eta: 2 days, 12:58:06 time: 0.3056 data_time: 0.0140 memory: 9395 grad_norm: 2.2643 top1_acc: 0.5714 top5_acc: 0.7143 loss_cls: 3.1633 loss: 3.1633 2022/08/15 02:49:16 - mmengine - INFO - Epoch(train) [68][100/3757] lr: 1.0000e-01 eta: 2 days, 12:57:19 time: 0.3082 data_time: 0.0134 memory: 9395 grad_norm: 2.2092 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0652 loss: 3.0652 2022/08/15 02:49:47 - mmengine - INFO - Epoch(train) [68][200/3757] lr: 1.0000e-01 eta: 2 days, 12:56:49 time: 0.3101 data_time: 0.0135 memory: 9395 grad_norm: 2.2585 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3567 loss: 3.3567 2022/08/15 02:50:12 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 02:50:18 - mmengine - INFO - Epoch(train) [68][300/3757] lr: 1.0000e-01 eta: 2 days, 12:56:18 time: 0.3087 data_time: 0.0141 memory: 9395 grad_norm: 2.2022 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.9098 loss: 2.9098 2022/08/15 02:50:49 - mmengine - INFO - Epoch(train) [68][400/3757] lr: 1.0000e-01 eta: 2 days, 12:55:47 time: 0.3093 data_time: 0.0133 memory: 9395 grad_norm: 2.1975 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3792 loss: 3.3792 2022/08/15 02:51:20 - mmengine - INFO - Epoch(train) [68][500/3757] lr: 1.0000e-01 eta: 2 days, 12:55:17 time: 0.3090 data_time: 0.0139 memory: 9395 grad_norm: 2.2260 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2488 loss: 3.2488 2022/08/15 02:51:51 - mmengine - INFO - Epoch(train) [68][600/3757] lr: 1.0000e-01 eta: 2 days, 12:54:46 time: 0.3090 data_time: 0.0132 memory: 9395 grad_norm: 2.1307 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.1157 loss: 3.1157 2022/08/15 02:52:22 - mmengine - INFO - Epoch(train) [68][700/3757] lr: 1.0000e-01 eta: 2 days, 12:54:16 time: 0.3098 data_time: 0.0148 memory: 9395 grad_norm: 2.1687 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.9709 loss: 2.9709 2022/08/15 02:52:53 - mmengine - INFO - Epoch(train) [68][800/3757] lr: 1.0000e-01 eta: 2 days, 12:53:45 time: 0.3088 data_time: 0.0137 memory: 9395 grad_norm: 2.2546 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0358 loss: 3.0358 2022/08/15 02:53:24 - mmengine - INFO - Epoch(train) [68][900/3757] lr: 1.0000e-01 eta: 2 days, 12:53:14 time: 0.3139 data_time: 0.0151 memory: 9395 grad_norm: 2.2873 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9439 loss: 2.9439 2022/08/15 02:53:55 - mmengine - INFO - Epoch(train) [68][1000/3757] lr: 1.0000e-01 eta: 2 days, 12:52:43 time: 0.3092 data_time: 0.0127 memory: 9395 grad_norm: 2.2847 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2651 loss: 3.2651 2022/08/15 02:54:26 - mmengine - INFO - Epoch(train) [68][1100/3757] lr: 1.0000e-01 eta: 2 days, 12:52:13 time: 0.3102 data_time: 0.0147 memory: 9395 grad_norm: 2.2075 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3035 loss: 3.3035 2022/08/15 02:54:57 - mmengine - INFO - Epoch(train) [68][1200/3757] lr: 1.0000e-01 eta: 2 days, 12:51:42 time: 0.3088 data_time: 0.0137 memory: 9395 grad_norm: 2.1571 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2743 loss: 3.2743 2022/08/15 02:55:22 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 02:55:28 - mmengine - INFO - Epoch(train) [68][1300/3757] lr: 1.0000e-01 eta: 2 days, 12:51:12 time: 0.3107 data_time: 0.0139 memory: 9395 grad_norm: 2.1702 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8474 loss: 2.8474 2022/08/15 02:56:00 - mmengine - INFO - Epoch(train) [68][1400/3757] lr: 1.0000e-01 eta: 2 days, 12:50:41 time: 0.3090 data_time: 0.0144 memory: 9395 grad_norm: 2.1559 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.0704 loss: 3.0704 2022/08/15 02:56:31 - mmengine - INFO - Epoch(train) [68][1500/3757] lr: 1.0000e-01 eta: 2 days, 12:50:10 time: 0.3086 data_time: 0.0137 memory: 9395 grad_norm: 2.2054 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1720 loss: 3.1720 2022/08/15 02:57:02 - mmengine - INFO - Epoch(train) [68][1600/3757] lr: 1.0000e-01 eta: 2 days, 12:49:40 time: 0.3103 data_time: 0.0150 memory: 9395 grad_norm: 2.2677 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.6981 loss: 2.6981 2022/08/15 02:57:33 - mmengine - INFO - Epoch(train) [68][1700/3757] lr: 1.0000e-01 eta: 2 days, 12:49:09 time: 0.3096 data_time: 0.0153 memory: 9395 grad_norm: 2.2018 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8708 loss: 2.8708 2022/08/15 02:58:04 - mmengine - INFO - Epoch(train) [68][1800/3757] lr: 1.0000e-01 eta: 2 days, 12:48:39 time: 0.3102 data_time: 0.0144 memory: 9395 grad_norm: 2.1675 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2413 loss: 3.2413 2022/08/15 02:58:35 - mmengine - INFO - Epoch(train) [68][1900/3757] lr: 1.0000e-01 eta: 2 days, 12:48:08 time: 0.3090 data_time: 0.0135 memory: 9395 grad_norm: 2.2008 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0872 loss: 3.0872 2022/08/15 02:59:06 - mmengine - INFO - Epoch(train) [68][2000/3757] lr: 1.0000e-01 eta: 2 days, 12:47:37 time: 0.3129 data_time: 0.0156 memory: 9395 grad_norm: 2.1881 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6690 loss: 2.6690 2022/08/15 02:59:37 - mmengine - INFO - Epoch(train) [68][2100/3757] lr: 1.0000e-01 eta: 2 days, 12:47:07 time: 0.3087 data_time: 0.0126 memory: 9395 grad_norm: 2.1710 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0616 loss: 3.0616 2022/08/15 03:00:08 - mmengine - INFO - Epoch(train) [68][2200/3757] lr: 1.0000e-01 eta: 2 days, 12:46:37 time: 0.3085 data_time: 0.0133 memory: 9395 grad_norm: 2.1409 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0153 loss: 3.0153 2022/08/15 03:00:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 03:00:39 - mmengine - INFO - Epoch(train) [68][2300/3757] lr: 1.0000e-01 eta: 2 days, 12:46:06 time: 0.3083 data_time: 0.0132 memory: 9395 grad_norm: 2.2052 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8562 loss: 2.8562 2022/08/15 03:01:10 - mmengine - INFO - Epoch(train) [68][2400/3757] lr: 1.0000e-01 eta: 2 days, 12:45:36 time: 0.3085 data_time: 0.0133 memory: 9395 grad_norm: 2.2236 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0435 loss: 3.0435 2022/08/15 03:01:41 - mmengine - INFO - Epoch(train) [68][2500/3757] lr: 1.0000e-01 eta: 2 days, 12:45:05 time: 0.3099 data_time: 0.0137 memory: 9395 grad_norm: 2.2567 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0081 loss: 3.0081 2022/08/15 03:02:12 - mmengine - INFO - Epoch(train) [68][2600/3757] lr: 1.0000e-01 eta: 2 days, 12:44:34 time: 0.3096 data_time: 0.0133 memory: 9395 grad_norm: 2.1347 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0547 loss: 3.0547 2022/08/15 03:02:43 - mmengine - INFO - Epoch(train) [68][2700/3757] lr: 1.0000e-01 eta: 2 days, 12:44:04 time: 0.3109 data_time: 0.0137 memory: 9395 grad_norm: 2.2123 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0732 loss: 3.0732 2022/08/15 03:03:14 - mmengine - INFO - Epoch(train) [68][2800/3757] lr: 1.0000e-01 eta: 2 days, 12:43:33 time: 0.3097 data_time: 0.0136 memory: 9395 grad_norm: 2.2105 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1794 loss: 3.1794 2022/08/15 03:03:46 - mmengine - INFO - Epoch(train) [68][2900/3757] lr: 1.0000e-01 eta: 2 days, 12:43:03 time: 0.3100 data_time: 0.0143 memory: 9395 grad_norm: 2.2057 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1757 loss: 3.1757 2022/08/15 03:04:17 - mmengine - INFO - Epoch(train) [68][3000/3757] lr: 1.0000e-01 eta: 2 days, 12:42:32 time: 0.3090 data_time: 0.0138 memory: 9395 grad_norm: 2.2370 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.0573 loss: 3.0573 2022/08/15 03:04:48 - mmengine - INFO - Epoch(train) [68][3100/3757] lr: 1.0000e-01 eta: 2 days, 12:42:02 time: 0.3095 data_time: 0.0134 memory: 9395 grad_norm: 2.1832 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.0449 loss: 3.0449 2022/08/15 03:05:19 - mmengine - INFO - Epoch(train) [68][3200/3757] lr: 1.0000e-01 eta: 2 days, 12:41:31 time: 0.3096 data_time: 0.0132 memory: 9395 grad_norm: 2.2023 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9433 loss: 2.9433 2022/08/15 03:05:44 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 03:05:50 - mmengine - INFO - Epoch(train) [68][3300/3757] lr: 1.0000e-01 eta: 2 days, 12:41:01 time: 0.3090 data_time: 0.0138 memory: 9395 grad_norm: 2.1702 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4137 loss: 3.4137 2022/08/15 03:06:21 - mmengine - INFO - Epoch(train) [68][3400/3757] lr: 1.0000e-01 eta: 2 days, 12:40:30 time: 0.3089 data_time: 0.0129 memory: 9395 grad_norm: 2.2043 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0571 loss: 3.0571 2022/08/15 03:06:52 - mmengine - INFO - Epoch(train) [68][3500/3757] lr: 1.0000e-01 eta: 2 days, 12:40:00 time: 0.3091 data_time: 0.0145 memory: 9395 grad_norm: 2.2614 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0297 loss: 3.0297 2022/08/15 03:07:23 - mmengine - INFO - Epoch(train) [68][3600/3757] lr: 1.0000e-01 eta: 2 days, 12:39:29 time: 0.3079 data_time: 0.0135 memory: 9395 grad_norm: 2.2354 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9594 loss: 2.9594 2022/08/15 03:07:54 - mmengine - INFO - Epoch(train) [68][3700/3757] lr: 1.0000e-01 eta: 2 days, 12:38:58 time: 0.3094 data_time: 0.0149 memory: 9395 grad_norm: 2.1663 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9730 loss: 2.9730 2022/08/15 03:08:12 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 03:08:12 - mmengine - INFO - Epoch(train) [68][3757/3757] lr: 1.0000e-01 eta: 2 days, 12:38:46 time: 0.3078 data_time: 0.0152 memory: 9395 grad_norm: 2.2361 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 3.1168 loss: 3.1168 2022/08/15 03:08:12 - mmengine - INFO - Saving checkpoint at 68 epochs 2022/08/15 03:08:46 - mmengine - INFO - Epoch(train) [69][100/3757] lr: 1.0000e-01 eta: 2 days, 12:37:59 time: 0.3125 data_time: 0.0127 memory: 9395 grad_norm: 2.2072 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0646 loss: 3.0646 2022/08/15 03:09:17 - mmengine - INFO - Epoch(train) [69][200/3757] lr: 1.0000e-01 eta: 2 days, 12:37:29 time: 0.3084 data_time: 0.0132 memory: 9395 grad_norm: 2.1970 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1562 loss: 3.1562 2022/08/15 03:09:48 - mmengine - INFO - Epoch(train) [69][300/3757] lr: 1.0000e-01 eta: 2 days, 12:36:58 time: 0.3088 data_time: 0.0128 memory: 9395 grad_norm: 2.2219 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0250 loss: 3.0250 2022/08/15 03:10:19 - mmengine - INFO - Epoch(train) [69][400/3757] lr: 1.0000e-01 eta: 2 days, 12:36:28 time: 0.3085 data_time: 0.0134 memory: 9395 grad_norm: 2.2139 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9513 loss: 2.9513 2022/08/15 03:10:50 - mmengine - INFO - Epoch(train) [69][500/3757] lr: 1.0000e-01 eta: 2 days, 12:35:57 time: 0.3094 data_time: 0.0133 memory: 9395 grad_norm: 2.2088 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0124 loss: 3.0124 2022/08/15 03:10:58 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 03:11:21 - mmengine - INFO - Epoch(train) [69][600/3757] lr: 1.0000e-01 eta: 2 days, 12:35:26 time: 0.3085 data_time: 0.0137 memory: 9395 grad_norm: 2.2188 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8293 loss: 2.8293 2022/08/15 03:11:52 - mmengine - INFO - Epoch(train) [69][700/3757] lr: 1.0000e-01 eta: 2 days, 12:34:56 time: 0.3100 data_time: 0.0138 memory: 9395 grad_norm: 2.2034 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6306 loss: 2.6306 2022/08/15 03:12:23 - mmengine - INFO - Epoch(train) [69][800/3757] lr: 1.0000e-01 eta: 2 days, 12:34:25 time: 0.3083 data_time: 0.0141 memory: 9395 grad_norm: 2.2487 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8470 loss: 2.8470 2022/08/15 03:12:54 - mmengine - INFO - Epoch(train) [69][900/3757] lr: 1.0000e-01 eta: 2 days, 12:33:54 time: 0.3083 data_time: 0.0132 memory: 9395 grad_norm: 2.2174 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0093 loss: 3.0093 2022/08/15 03:13:25 - mmengine - INFO - Epoch(train) [69][1000/3757] lr: 1.0000e-01 eta: 2 days, 12:33:24 time: 0.3125 data_time: 0.0144 memory: 9395 grad_norm: 2.2974 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0832 loss: 3.0832 2022/08/15 03:13:56 - mmengine - INFO - Epoch(train) [69][1100/3757] lr: 1.0000e-01 eta: 2 days, 12:32:53 time: 0.3094 data_time: 0.0136 memory: 9395 grad_norm: 2.2152 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1402 loss: 3.1402 2022/08/15 03:14:28 - mmengine - INFO - Epoch(train) [69][1200/3757] lr: 1.0000e-01 eta: 2 days, 12:32:23 time: 0.3096 data_time: 0.0141 memory: 9395 grad_norm: 2.1883 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3078 loss: 3.3078 2022/08/15 03:14:59 - mmengine - INFO - Epoch(train) [69][1300/3757] lr: 1.0000e-01 eta: 2 days, 12:31:52 time: 0.3079 data_time: 0.0129 memory: 9395 grad_norm: 2.2893 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.2764 loss: 3.2764 2022/08/15 03:15:30 - mmengine - INFO - Epoch(train) [69][1400/3757] lr: 1.0000e-01 eta: 2 days, 12:31:21 time: 0.3096 data_time: 0.0131 memory: 9395 grad_norm: 2.2222 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9042 loss: 2.9042 2022/08/15 03:16:01 - mmengine - INFO - Epoch(train) [69][1500/3757] lr: 1.0000e-01 eta: 2 days, 12:30:51 time: 0.3092 data_time: 0.0139 memory: 9395 grad_norm: 2.1778 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0469 loss: 3.0469 2022/08/15 03:16:08 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 03:16:32 - mmengine - INFO - Epoch(train) [69][1600/3757] lr: 1.0000e-01 eta: 2 days, 12:30:20 time: 0.3079 data_time: 0.0133 memory: 9395 grad_norm: 2.2512 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2140 loss: 3.2140 2022/08/15 03:17:03 - mmengine - INFO - Epoch(train) [69][1700/3757] lr: 1.0000e-01 eta: 2 days, 12:29:50 time: 0.3097 data_time: 0.0130 memory: 9395 grad_norm: 2.1346 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8705 loss: 2.8705 2022/08/15 03:17:34 - mmengine - INFO - Epoch(train) [69][1800/3757] lr: 1.0000e-01 eta: 2 days, 12:29:19 time: 0.3097 data_time: 0.0140 memory: 9395 grad_norm: 2.2307 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1410 loss: 3.1410 2022/08/15 03:18:05 - mmengine - INFO - Epoch(train) [69][1900/3757] lr: 1.0000e-01 eta: 2 days, 12:28:49 time: 0.3118 data_time: 0.0143 memory: 9395 grad_norm: 2.1867 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8338 loss: 2.8338 2022/08/15 03:18:36 - mmengine - INFO - Epoch(train) [69][2000/3757] lr: 1.0000e-01 eta: 2 days, 12:28:18 time: 0.3103 data_time: 0.0130 memory: 9395 grad_norm: 2.2046 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1094 loss: 3.1094 2022/08/15 03:19:07 - mmengine - INFO - Epoch(train) [69][2100/3757] lr: 1.0000e-01 eta: 2 days, 12:27:48 time: 0.3115 data_time: 0.0135 memory: 9395 grad_norm: 2.2119 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0906 loss: 3.0906 2022/08/15 03:19:38 - mmengine - INFO - Epoch(train) [69][2200/3757] lr: 1.0000e-01 eta: 2 days, 12:27:17 time: 0.3113 data_time: 0.0140 memory: 9395 grad_norm: 2.2565 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9923 loss: 2.9923 2022/08/15 03:20:09 - mmengine - INFO - Epoch(train) [69][2300/3757] lr: 1.0000e-01 eta: 2 days, 12:26:46 time: 0.3084 data_time: 0.0139 memory: 9395 grad_norm: 2.1283 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3100 loss: 3.3100 2022/08/15 03:20:40 - mmengine - INFO - Epoch(train) [69][2400/3757] lr: 1.0000e-01 eta: 2 days, 12:26:16 time: 0.3088 data_time: 0.0137 memory: 9395 grad_norm: 2.2077 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2941 loss: 3.2941 2022/08/15 03:21:12 - mmengine - INFO - Epoch(train) [69][2500/3757] lr: 1.0000e-01 eta: 2 days, 12:25:45 time: 0.3089 data_time: 0.0131 memory: 9395 grad_norm: 2.2512 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0844 loss: 3.0844 2022/08/15 03:21:19 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 03:21:43 - mmengine - INFO - Epoch(train) [69][2600/3757] lr: 1.0000e-01 eta: 2 days, 12:25:15 time: 0.3088 data_time: 0.0144 memory: 9395 grad_norm: 2.2157 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8637 loss: 2.8637 2022/08/15 03:22:14 - mmengine - INFO - Epoch(train) [69][2700/3757] lr: 1.0000e-01 eta: 2 days, 12:24:44 time: 0.3130 data_time: 0.0141 memory: 9395 grad_norm: 2.2509 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2479 loss: 3.2479 2022/08/15 03:22:45 - mmengine - INFO - Epoch(train) [69][2800/3757] lr: 1.0000e-01 eta: 2 days, 12:24:13 time: 0.3099 data_time: 0.0136 memory: 9395 grad_norm: 2.1942 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8247 loss: 2.8247 2022/08/15 03:23:16 - mmengine - INFO - Epoch(train) [69][2900/3757] lr: 1.0000e-01 eta: 2 days, 12:23:43 time: 0.3105 data_time: 0.0138 memory: 9395 grad_norm: 2.2300 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0071 loss: 3.0071 2022/08/15 03:23:47 - mmengine - INFO - Epoch(train) [69][3000/3757] lr: 1.0000e-01 eta: 2 days, 12:23:12 time: 0.3108 data_time: 0.0138 memory: 9395 grad_norm: 2.1988 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.0853 loss: 3.0853 2022/08/15 03:24:18 - mmengine - INFO - Epoch(train) [69][3100/3757] lr: 1.0000e-01 eta: 2 days, 12:22:42 time: 0.3127 data_time: 0.0146 memory: 9395 grad_norm: 2.1847 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.9288 loss: 2.9288 2022/08/15 03:24:49 - mmengine - INFO - Epoch(train) [69][3200/3757] lr: 1.0000e-01 eta: 2 days, 12:22:11 time: 0.3087 data_time: 0.0139 memory: 9395 grad_norm: 2.1424 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3683 loss: 3.3683 2022/08/15 03:25:20 - mmengine - INFO - Epoch(train) [69][3300/3757] lr: 1.0000e-01 eta: 2 days, 12:21:41 time: 0.3093 data_time: 0.0138 memory: 9395 grad_norm: 2.1835 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8374 loss: 2.8374 2022/08/15 03:25:51 - mmengine - INFO - Epoch(train) [69][3400/3757] lr: 1.0000e-01 eta: 2 days, 12:21:10 time: 0.3076 data_time: 0.0128 memory: 9395 grad_norm: 2.1459 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8988 loss: 2.8988 2022/08/15 03:26:23 - mmengine - INFO - Epoch(train) [69][3500/3757] lr: 1.0000e-01 eta: 2 days, 12:20:40 time: 0.3104 data_time: 0.0138 memory: 9395 grad_norm: 2.2346 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9870 loss: 2.9870 2022/08/15 03:26:30 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 03:26:54 - mmengine - INFO - Epoch(train) [69][3600/3757] lr: 1.0000e-01 eta: 2 days, 12:20:09 time: 0.3097 data_time: 0.0129 memory: 9395 grad_norm: 2.2188 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2404 loss: 3.2404 2022/08/15 03:27:25 - mmengine - INFO - Epoch(train) [69][3700/3757] lr: 1.0000e-01 eta: 2 days, 12:19:39 time: 0.3079 data_time: 0.0125 memory: 9395 grad_norm: 2.1805 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3534 loss: 3.3534 2022/08/15 03:27:42 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 03:27:42 - mmengine - INFO - Epoch(train) [69][3757/3757] lr: 1.0000e-01 eta: 2 days, 12:19:27 time: 0.3027 data_time: 0.0125 memory: 9395 grad_norm: 2.1793 top1_acc: 0.4286 top5_acc: 0.5714 loss_cls: 3.3270 loss: 3.3270 2022/08/15 03:28:15 - mmengine - INFO - Epoch(train) [70][100/3757] lr: 1.0000e-01 eta: 2 days, 12:18:42 time: 0.3123 data_time: 0.0146 memory: 9395 grad_norm: 2.1760 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1236 loss: 3.1236 2022/08/15 03:28:47 - mmengine - INFO - Epoch(train) [70][200/3757] lr: 1.0000e-01 eta: 2 days, 12:18:11 time: 0.3098 data_time: 0.0137 memory: 9395 grad_norm: 2.2412 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2949 loss: 3.2949 2022/08/15 03:29:18 - mmengine - INFO - Epoch(train) [70][300/3757] lr: 1.0000e-01 eta: 2 days, 12:17:41 time: 0.3151 data_time: 0.0143 memory: 9395 grad_norm: 2.2267 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8921 loss: 2.8921 2022/08/15 03:29:49 - mmengine - INFO - Epoch(train) [70][400/3757] lr: 1.0000e-01 eta: 2 days, 12:17:11 time: 0.3100 data_time: 0.0134 memory: 9395 grad_norm: 2.2224 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.0401 loss: 3.0401 2022/08/15 03:30:20 - mmengine - INFO - Epoch(train) [70][500/3757] lr: 1.0000e-01 eta: 2 days, 12:16:40 time: 0.3091 data_time: 0.0135 memory: 9395 grad_norm: 2.1957 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3199 loss: 3.3199 2022/08/15 03:30:51 - mmengine - INFO - Epoch(train) [70][600/3757] lr: 1.0000e-01 eta: 2 days, 12:16:09 time: 0.3089 data_time: 0.0134 memory: 9395 grad_norm: 2.2089 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.9057 loss: 2.9057 2022/08/15 03:31:22 - mmengine - INFO - Epoch(train) [70][700/3757] lr: 1.0000e-01 eta: 2 days, 12:15:39 time: 0.3096 data_time: 0.0138 memory: 9395 grad_norm: 2.1691 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2648 loss: 3.2648 2022/08/15 03:31:43 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 03:31:53 - mmengine - INFO - Epoch(train) [70][800/3757] lr: 1.0000e-01 eta: 2 days, 12:15:08 time: 0.3103 data_time: 0.0153 memory: 9395 grad_norm: 2.2129 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0673 loss: 3.0673 2022/08/15 03:32:24 - mmengine - INFO - Epoch(train) [70][900/3757] lr: 1.0000e-01 eta: 2 days, 12:14:38 time: 0.3094 data_time: 0.0133 memory: 9395 grad_norm: 2.2742 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9155 loss: 2.9155 2022/08/15 03:32:55 - mmengine - INFO - Epoch(train) [70][1000/3757] lr: 1.0000e-01 eta: 2 days, 12:14:07 time: 0.3110 data_time: 0.0143 memory: 9395 grad_norm: 2.2073 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.8041 loss: 2.8041 2022/08/15 03:33:27 - mmengine - INFO - Epoch(train) [70][1100/3757] lr: 1.0000e-01 eta: 2 days, 12:13:37 time: 0.3204 data_time: 0.0137 memory: 9395 grad_norm: 2.2559 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2527 loss: 3.2527 2022/08/15 03:33:58 - mmengine - INFO - Epoch(train) [70][1200/3757] lr: 1.0000e-01 eta: 2 days, 12:13:07 time: 0.3119 data_time: 0.0148 memory: 9395 grad_norm: 2.2282 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9298 loss: 2.9298 2022/08/15 03:34:29 - mmengine - INFO - Epoch(train) [70][1300/3757] lr: 1.0000e-01 eta: 2 days, 12:12:36 time: 0.3098 data_time: 0.0139 memory: 9395 grad_norm: 2.2397 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0119 loss: 3.0119 2022/08/15 03:35:00 - mmengine - INFO - Epoch(train) [70][1400/3757] lr: 1.0000e-01 eta: 2 days, 12:12:06 time: 0.3100 data_time: 0.0135 memory: 9395 grad_norm: 2.2553 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5018 loss: 3.5018 2022/08/15 03:35:31 - mmengine - INFO - Epoch(train) [70][1500/3757] lr: 1.0000e-01 eta: 2 days, 12:11:36 time: 0.3097 data_time: 0.0133 memory: 9395 grad_norm: 2.2260 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9490 loss: 2.9490 2022/08/15 03:36:02 - mmengine - INFO - Epoch(train) [70][1600/3757] lr: 1.0000e-01 eta: 2 days, 12:11:05 time: 0.3093 data_time: 0.0130 memory: 9395 grad_norm: 2.1459 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0753 loss: 3.0753 2022/08/15 03:36:33 - mmengine - INFO - Epoch(train) [70][1700/3757] lr: 1.0000e-01 eta: 2 days, 12:10:34 time: 0.3093 data_time: 0.0145 memory: 9395 grad_norm: 2.2231 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0409 loss: 3.0409 2022/08/15 03:36:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 03:37:04 - mmengine - INFO - Epoch(train) [70][1800/3757] lr: 1.0000e-01 eta: 2 days, 12:10:04 time: 0.3097 data_time: 0.0140 memory: 9395 grad_norm: 2.1025 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1368 loss: 3.1368 2022/08/15 03:37:35 - mmengine - INFO - Epoch(train) [70][1900/3757] lr: 1.0000e-01 eta: 2 days, 12:09:33 time: 0.3122 data_time: 0.0133 memory: 9395 grad_norm: 2.2531 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4952 loss: 3.4952 2022/08/15 03:38:07 - mmengine - INFO - Epoch(train) [70][2000/3757] lr: 1.0000e-01 eta: 2 days, 12:09:03 time: 0.3104 data_time: 0.0150 memory: 9395 grad_norm: 2.1677 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0974 loss: 3.0974 2022/08/15 03:38:38 - mmengine - INFO - Epoch(train) [70][2100/3757] lr: 1.0000e-01 eta: 2 days, 12:08:33 time: 0.3136 data_time: 0.0138 memory: 9395 grad_norm: 2.1383 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8486 loss: 2.8486 2022/08/15 03:39:09 - mmengine - INFO - Epoch(train) [70][2200/3757] lr: 1.0000e-01 eta: 2 days, 12:08:02 time: 0.3090 data_time: 0.0134 memory: 9395 grad_norm: 2.1728 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.9398 loss: 2.9398 2022/08/15 03:39:40 - mmengine - INFO - Epoch(train) [70][2300/3757] lr: 1.0000e-01 eta: 2 days, 12:07:31 time: 0.3092 data_time: 0.0132 memory: 9395 grad_norm: 2.2451 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2167 loss: 3.2167 2022/08/15 03:40:11 - mmengine - INFO - Epoch(train) [70][2400/3757] lr: 1.0000e-01 eta: 2 days, 12:07:02 time: 0.3090 data_time: 0.0136 memory: 9395 grad_norm: 2.1857 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9611 loss: 2.9611 2022/08/15 03:40:42 - mmengine - INFO - Epoch(train) [70][2500/3757] lr: 1.0000e-01 eta: 2 days, 12:06:31 time: 0.3099 data_time: 0.0132 memory: 9395 grad_norm: 2.2124 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8278 loss: 2.8278 2022/08/15 03:41:14 - mmengine - INFO - Epoch(train) [70][2600/3757] lr: 1.0000e-01 eta: 2 days, 12:06:01 time: 0.3093 data_time: 0.0139 memory: 9395 grad_norm: 2.2607 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7900 loss: 2.7900 2022/08/15 03:41:45 - mmengine - INFO - Epoch(train) [70][2700/3757] lr: 1.0000e-01 eta: 2 days, 12:05:30 time: 0.3106 data_time: 0.0141 memory: 9395 grad_norm: 2.2785 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1177 loss: 3.1177 2022/08/15 03:42:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 03:42:16 - mmengine - INFO - Epoch(train) [70][2800/3757] lr: 1.0000e-01 eta: 2 days, 12:05:00 time: 0.3098 data_time: 0.0139 memory: 9395 grad_norm: 2.1987 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.0024 loss: 3.0024 2022/08/15 03:42:47 - mmengine - INFO - Epoch(train) [70][2900/3757] lr: 1.0000e-01 eta: 2 days, 12:04:29 time: 0.3122 data_time: 0.0136 memory: 9395 grad_norm: 2.2895 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8241 loss: 2.8241 2022/08/15 03:43:18 - mmengine - INFO - Epoch(train) [70][3000/3757] lr: 1.0000e-01 eta: 2 days, 12:03:59 time: 0.3107 data_time: 0.0144 memory: 9395 grad_norm: 2.1792 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.3792 loss: 3.3792 2022/08/15 03:43:49 - mmengine - INFO - Epoch(train) [70][3100/3757] lr: 1.0000e-01 eta: 2 days, 12:03:28 time: 0.3135 data_time: 0.0139 memory: 9395 grad_norm: 2.2298 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0440 loss: 3.0440 2022/08/15 03:44:20 - mmengine - INFO - Epoch(train) [70][3200/3757] lr: 1.0000e-01 eta: 2 days, 12:02:58 time: 0.3089 data_time: 0.0133 memory: 9395 grad_norm: 2.2112 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9160 loss: 2.9160 2022/08/15 03:44:51 - mmengine - INFO - Epoch(train) [70][3300/3757] lr: 1.0000e-01 eta: 2 days, 12:02:27 time: 0.3088 data_time: 0.0139 memory: 9395 grad_norm: 2.1761 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1352 loss: 3.1352 2022/08/15 03:45:22 - mmengine - INFO - Epoch(train) [70][3400/3757] lr: 1.0000e-01 eta: 2 days, 12:01:57 time: 0.3088 data_time: 0.0136 memory: 9395 grad_norm: 2.2014 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2582 loss: 3.2582 2022/08/15 03:45:54 - mmengine - INFO - Epoch(train) [70][3500/3757] lr: 1.0000e-01 eta: 2 days, 12:01:26 time: 0.3125 data_time: 0.0153 memory: 9395 grad_norm: 2.1554 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9682 loss: 2.9682 2022/08/15 03:46:25 - mmengine - INFO - Epoch(train) [70][3600/3757] lr: 1.0000e-01 eta: 2 days, 12:00:56 time: 0.3114 data_time: 0.0130 memory: 9395 grad_norm: 2.1965 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0450 loss: 3.0450 2022/08/15 03:46:56 - mmengine - INFO - Epoch(train) [70][3700/3757] lr: 1.0000e-01 eta: 2 days, 12:00:25 time: 0.3126 data_time: 0.0140 memory: 9395 grad_norm: 2.1096 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0227 loss: 3.0227 2022/08/15 03:47:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 03:47:13 - mmengine - INFO - Epoch(train) [70][3757/3757] lr: 1.0000e-01 eta: 2 days, 12:00:13 time: 0.3063 data_time: 0.0134 memory: 9395 grad_norm: 2.1521 top1_acc: 0.5714 top5_acc: 0.7143 loss_cls: 3.1497 loss: 3.1497 2022/08/15 03:47:31 - mmengine - INFO - Epoch(val) [70][100/310] eta: 0:00:36 time: 0.1722 data_time: 0.0768 memory: 1523 2022/08/15 03:47:49 - mmengine - INFO - Epoch(val) [70][200/310] eta: 0:00:16 time: 0.1509 data_time: 0.0541 memory: 1523 2022/08/15 03:48:05 - mmengine - INFO - Epoch(val) [70][300/310] eta: 0:00:01 time: 0.1700 data_time: 0.0764 memory: 1523 2022/08/15 03:48:10 - mmengine - INFO - Epoch(val) [70][310/310] acc/top1: 0.3714 acc/top5: 0.6503 acc/mean1: 0.3714 2022/08/15 03:48:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 03:48:42 - mmengine - INFO - Epoch(train) [71][100/3757] lr: 1.0000e-01 eta: 2 days, 11:59:27 time: 0.3081 data_time: 0.0126 memory: 9395 grad_norm: 2.2103 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1684 loss: 3.1684 2022/08/15 03:49:13 - mmengine - INFO - Epoch(train) [71][200/3757] lr: 1.0000e-01 eta: 2 days, 11:58:57 time: 0.3092 data_time: 0.0133 memory: 9395 grad_norm: 2.1432 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9222 loss: 2.9222 2022/08/15 03:49:44 - mmengine - INFO - Epoch(train) [71][300/3757] lr: 1.0000e-01 eta: 2 days, 11:58:26 time: 0.3089 data_time: 0.0131 memory: 9395 grad_norm: 2.2388 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2767 loss: 3.2767 2022/08/15 03:50:16 - mmengine - INFO - Epoch(train) [71][400/3757] lr: 1.0000e-01 eta: 2 days, 11:57:55 time: 0.3102 data_time: 0.0149 memory: 9395 grad_norm: 2.2356 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3682 loss: 3.3682 2022/08/15 03:50:47 - mmengine - INFO - Epoch(train) [71][500/3757] lr: 1.0000e-01 eta: 2 days, 11:57:25 time: 0.3093 data_time: 0.0131 memory: 9395 grad_norm: 2.2021 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2207 loss: 3.2207 2022/08/15 03:51:18 - mmengine - INFO - Epoch(train) [71][600/3757] lr: 1.0000e-01 eta: 2 days, 11:56:54 time: 0.3090 data_time: 0.0140 memory: 9395 grad_norm: 2.2407 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1087 loss: 3.1087 2022/08/15 03:51:49 - mmengine - INFO - Epoch(train) [71][700/3757] lr: 1.0000e-01 eta: 2 days, 11:56:24 time: 0.3107 data_time: 0.0129 memory: 9395 grad_norm: 2.2145 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1140 loss: 3.1140 2022/08/15 03:52:20 - mmengine - INFO - Epoch(train) [71][800/3757] lr: 1.0000e-01 eta: 2 days, 11:55:53 time: 0.3091 data_time: 0.0145 memory: 9395 grad_norm: 2.1907 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4189 loss: 3.4189 2022/08/15 03:52:51 - mmengine - INFO - Epoch(train) [71][900/3757] lr: 1.0000e-01 eta: 2 days, 11:55:22 time: 0.3098 data_time: 0.0137 memory: 9395 grad_norm: 2.1773 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0738 loss: 3.0738 2022/08/15 03:53:22 - mmengine - INFO - Epoch(train) [71][1000/3757] lr: 1.0000e-01 eta: 2 days, 11:54:52 time: 0.3088 data_time: 0.0134 memory: 9395 grad_norm: 2.2351 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3030 loss: 3.3030 2022/08/15 03:53:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 03:53:53 - mmengine - INFO - Epoch(train) [71][1100/3757] lr: 1.0000e-01 eta: 2 days, 11:54:21 time: 0.3083 data_time: 0.0133 memory: 9395 grad_norm: 2.2760 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1254 loss: 3.1254 2022/08/15 03:54:24 - mmengine - INFO - Epoch(train) [71][1200/3757] lr: 1.0000e-01 eta: 2 days, 11:53:51 time: 0.3114 data_time: 0.0131 memory: 9395 grad_norm: 2.3075 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8880 loss: 2.8880 2022/08/15 03:54:55 - mmengine - INFO - Epoch(train) [71][1300/3757] lr: 1.0000e-01 eta: 2 days, 11:53:20 time: 0.3131 data_time: 0.0145 memory: 9395 grad_norm: 2.2219 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0485 loss: 3.0485 2022/08/15 03:55:26 - mmengine - INFO - Epoch(train) [71][1400/3757] lr: 1.0000e-01 eta: 2 days, 11:52:50 time: 0.3115 data_time: 0.0136 memory: 9395 grad_norm: 2.2281 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.3473 loss: 3.3473 2022/08/15 03:55:57 - mmengine - INFO - Epoch(train) [71][1500/3757] lr: 1.0000e-01 eta: 2 days, 11:52:19 time: 0.3103 data_time: 0.0137 memory: 9395 grad_norm: 2.1746 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2598 loss: 3.2598 2022/08/15 03:56:28 - mmengine - INFO - Epoch(train) [71][1600/3757] lr: 1.0000e-01 eta: 2 days, 11:51:48 time: 0.3078 data_time: 0.0134 memory: 9395 grad_norm: 2.2527 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0833 loss: 3.0833 2022/08/15 03:57:00 - mmengine - INFO - Epoch(train) [71][1700/3757] lr: 1.0000e-01 eta: 2 days, 11:51:18 time: 0.3085 data_time: 0.0138 memory: 9395 grad_norm: 2.2656 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2416 loss: 3.2416 2022/08/15 03:57:31 - mmengine - INFO - Epoch(train) [71][1800/3757] lr: 1.0000e-01 eta: 2 days, 11:50:47 time: 0.3104 data_time: 0.0154 memory: 9395 grad_norm: 2.1092 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9012 loss: 2.9012 2022/08/15 03:58:02 - mmengine - INFO - Epoch(train) [71][1900/3757] lr: 1.0000e-01 eta: 2 days, 11:50:17 time: 0.3093 data_time: 0.0133 memory: 9395 grad_norm: 2.2050 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2121 loss: 3.2121 2022/08/15 03:58:33 - mmengine - INFO - Epoch(train) [71][2000/3757] lr: 1.0000e-01 eta: 2 days, 11:49:46 time: 0.3088 data_time: 0.0133 memory: 9395 grad_norm: 2.1909 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.1490 loss: 3.1490 2022/08/15 03:58:36 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 03:59:04 - mmengine - INFO - Epoch(train) [71][2100/3757] lr: 1.0000e-01 eta: 2 days, 11:49:15 time: 0.3087 data_time: 0.0136 memory: 9395 grad_norm: 2.1722 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9438 loss: 2.9438 2022/08/15 03:59:35 - mmengine - INFO - Epoch(train) [71][2200/3757] lr: 1.0000e-01 eta: 2 days, 11:48:45 time: 0.3098 data_time: 0.0131 memory: 9395 grad_norm: 2.2339 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1058 loss: 3.1058 2022/08/15 04:00:06 - mmengine - INFO - Epoch(train) [71][2300/3757] lr: 1.0000e-01 eta: 2 days, 11:48:14 time: 0.3099 data_time: 0.0149 memory: 9395 grad_norm: 2.2224 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.0667 loss: 3.0667 2022/08/15 04:00:37 - mmengine - INFO - Epoch(train) [71][2400/3757] lr: 1.0000e-01 eta: 2 days, 11:47:44 time: 0.3097 data_time: 0.0139 memory: 9395 grad_norm: 2.2354 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0009 loss: 3.0009 2022/08/15 04:01:08 - mmengine - INFO - Epoch(train) [71][2500/3757] lr: 1.0000e-01 eta: 2 days, 11:47:13 time: 0.3103 data_time: 0.0132 memory: 9395 grad_norm: 2.2029 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2441 loss: 3.2441 2022/08/15 04:01:39 - mmengine - INFO - Epoch(train) [71][2600/3757] lr: 1.0000e-01 eta: 2 days, 11:46:43 time: 0.3081 data_time: 0.0135 memory: 9395 grad_norm: 2.1524 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2574 loss: 3.2574 2022/08/15 04:02:10 - mmengine - INFO - Epoch(train) [71][2700/3757] lr: 1.0000e-01 eta: 2 days, 11:46:12 time: 0.3137 data_time: 0.0150 memory: 9395 grad_norm: 2.1893 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0878 loss: 3.0878 2022/08/15 04:02:41 - mmengine - INFO - Epoch(train) [71][2800/3757] lr: 1.0000e-01 eta: 2 days, 11:45:42 time: 0.3094 data_time: 0.0136 memory: 9395 grad_norm: 2.2481 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0469 loss: 3.0469 2022/08/15 04:03:13 - mmengine - INFO - Epoch(train) [71][2900/3757] lr: 1.0000e-01 eta: 2 days, 11:45:11 time: 0.3096 data_time: 0.0135 memory: 9395 grad_norm: 2.1798 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1420 loss: 3.1420 2022/08/15 04:03:44 - mmengine - INFO - Epoch(train) [71][3000/3757] lr: 1.0000e-01 eta: 2 days, 11:44:41 time: 0.3080 data_time: 0.0133 memory: 9395 grad_norm: 2.2875 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.0397 loss: 3.0397 2022/08/15 04:03:47 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 04:04:15 - mmengine - INFO - Epoch(train) [71][3100/3757] lr: 1.0000e-01 eta: 2 days, 11:44:10 time: 0.3101 data_time: 0.0138 memory: 9395 grad_norm: 2.1961 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1184 loss: 3.1184 2022/08/15 04:04:46 - mmengine - INFO - Epoch(train) [71][3200/3757] lr: 1.0000e-01 eta: 2 days, 11:43:40 time: 0.3111 data_time: 0.0146 memory: 9395 grad_norm: 2.2450 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0042 loss: 3.0042 2022/08/15 04:05:17 - mmengine - INFO - Epoch(train) [71][3300/3757] lr: 1.0000e-01 eta: 2 days, 11:43:09 time: 0.3097 data_time: 0.0134 memory: 9395 grad_norm: 2.2376 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3638 loss: 3.3638 2022/08/15 04:05:48 - mmengine - INFO - Epoch(train) [71][3400/3757] lr: 1.0000e-01 eta: 2 days, 11:42:38 time: 0.3112 data_time: 0.0142 memory: 9395 grad_norm: 2.2076 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.5830 loss: 3.5830 2022/08/15 04:06:19 - mmengine - INFO - Epoch(train) [71][3500/3757] lr: 1.0000e-01 eta: 2 days, 11:42:08 time: 0.3092 data_time: 0.0136 memory: 9395 grad_norm: 2.2026 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0869 loss: 3.0869 2022/08/15 04:06:50 - mmengine - INFO - Epoch(train) [71][3600/3757] lr: 1.0000e-01 eta: 2 days, 11:41:38 time: 0.3127 data_time: 0.0146 memory: 9395 grad_norm: 2.2822 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3885 loss: 3.3885 2022/08/15 04:07:21 - mmengine - INFO - Epoch(train) [71][3700/3757] lr: 1.0000e-01 eta: 2 days, 11:41:07 time: 0.3093 data_time: 0.0139 memory: 9395 grad_norm: 2.2244 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0179 loss: 3.0179 2022/08/15 04:07:39 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 04:07:39 - mmengine - INFO - Epoch(train) [71][3757/3757] lr: 1.0000e-01 eta: 2 days, 11:40:55 time: 0.3042 data_time: 0.0138 memory: 9395 grad_norm: 2.2166 top1_acc: 0.1429 top5_acc: 0.5714 loss_cls: 3.2161 loss: 3.2161 2022/08/15 04:08:12 - mmengine - INFO - Epoch(train) [72][100/3757] lr: 1.0000e-01 eta: 2 days, 11:40:09 time: 0.3099 data_time: 0.0137 memory: 9395 grad_norm: 2.1328 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.2341 loss: 3.2341 2022/08/15 04:08:43 - mmengine - INFO - Epoch(train) [72][200/3757] lr: 1.0000e-01 eta: 2 days, 11:39:39 time: 0.3088 data_time: 0.0136 memory: 9395 grad_norm: 2.2389 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1401 loss: 3.1401 2022/08/15 04:09:00 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 04:09:14 - mmengine - INFO - Epoch(train) [72][300/3757] lr: 1.0000e-01 eta: 2 days, 11:39:08 time: 0.3091 data_time: 0.0135 memory: 9395 grad_norm: 2.2783 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1111 loss: 3.1111 2022/08/15 04:09:45 - mmengine - INFO - Epoch(train) [72][400/3757] lr: 1.0000e-01 eta: 2 days, 11:38:37 time: 0.3095 data_time: 0.0137 memory: 9395 grad_norm: 2.1886 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9917 loss: 2.9917 2022/08/15 04:10:16 - mmengine - INFO - Epoch(train) [72][500/3757] lr: 1.0000e-01 eta: 2 days, 11:38:07 time: 0.3092 data_time: 0.0135 memory: 9395 grad_norm: 2.2234 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9954 loss: 2.9954 2022/08/15 04:10:48 - mmengine - INFO - Epoch(train) [72][600/3757] lr: 1.0000e-01 eta: 2 days, 11:37:37 time: 0.3169 data_time: 0.0145 memory: 9395 grad_norm: 2.2244 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2814 loss: 3.2814 2022/08/15 04:11:19 - mmengine - INFO - Epoch(train) [72][700/3757] lr: 1.0000e-01 eta: 2 days, 11:37:06 time: 0.3083 data_time: 0.0133 memory: 9395 grad_norm: 2.2203 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1239 loss: 3.1239 2022/08/15 04:11:50 - mmengine - INFO - Epoch(train) [72][800/3757] lr: 1.0000e-01 eta: 2 days, 11:36:36 time: 0.3103 data_time: 0.0144 memory: 9395 grad_norm: 2.2193 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1638 loss: 3.1638 2022/08/15 04:12:21 - mmengine - INFO - Epoch(train) [72][900/3757] lr: 1.0000e-01 eta: 2 days, 11:36:05 time: 0.3114 data_time: 0.0136 memory: 9395 grad_norm: 2.1685 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9234 loss: 2.9234 2022/08/15 04:12:52 - mmengine - INFO - Epoch(train) [72][1000/3757] lr: 1.0000e-01 eta: 2 days, 11:35:34 time: 0.3101 data_time: 0.0146 memory: 9395 grad_norm: 2.2183 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.1904 loss: 3.1904 2022/08/15 04:13:23 - mmengine - INFO - Epoch(train) [72][1100/3757] lr: 1.0000e-01 eta: 2 days, 11:35:04 time: 0.3107 data_time: 0.0136 memory: 9395 grad_norm: 2.2440 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9398 loss: 2.9398 2022/08/15 04:13:54 - mmengine - INFO - Epoch(train) [72][1200/3757] lr: 1.0000e-01 eta: 2 days, 11:34:33 time: 0.3099 data_time: 0.0146 memory: 9395 grad_norm: 2.1864 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8312 loss: 2.8312 2022/08/15 04:14:11 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 04:14:25 - mmengine - INFO - Epoch(train) [72][1300/3757] lr: 1.0000e-01 eta: 2 days, 11:34:03 time: 0.3092 data_time: 0.0142 memory: 9395 grad_norm: 2.2354 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2205 loss: 3.2205 2022/08/15 04:14:57 - mmengine - INFO - Epoch(train) [72][1400/3757] lr: 1.0000e-01 eta: 2 days, 11:33:33 time: 0.3119 data_time: 0.0144 memory: 9395 grad_norm: 2.2262 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8439 loss: 2.8439 2022/08/15 04:15:28 - mmengine - INFO - Epoch(train) [72][1500/3757] lr: 1.0000e-01 eta: 2 days, 11:33:03 time: 0.3095 data_time: 0.0135 memory: 9395 grad_norm: 2.1988 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0232 loss: 3.0232 2022/08/15 04:15:59 - mmengine - INFO - Epoch(train) [72][1600/3757] lr: 1.0000e-01 eta: 2 days, 11:32:33 time: 0.3109 data_time: 0.0146 memory: 9395 grad_norm: 2.1941 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.3778 loss: 3.3778 2022/08/15 04:16:30 - mmengine - INFO - Epoch(train) [72][1700/3757] lr: 1.0000e-01 eta: 2 days, 11:32:02 time: 0.3090 data_time: 0.0139 memory: 9395 grad_norm: 2.1716 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1361 loss: 3.1361 2022/08/15 04:17:01 - mmengine - INFO - Epoch(train) [72][1800/3757] lr: 1.0000e-01 eta: 2 days, 11:31:31 time: 0.3118 data_time: 0.0146 memory: 9395 grad_norm: 2.2483 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0094 loss: 3.0094 2022/08/15 04:17:32 - mmengine - INFO - Epoch(train) [72][1900/3757] lr: 1.0000e-01 eta: 2 days, 11:31:01 time: 0.3084 data_time: 0.0132 memory: 9395 grad_norm: 2.2011 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3993 loss: 3.3993 2022/08/15 04:18:03 - mmengine - INFO - Epoch(train) [72][2000/3757] lr: 1.0000e-01 eta: 2 days, 11:30:30 time: 0.3078 data_time: 0.0136 memory: 9395 grad_norm: 2.2545 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1015 loss: 3.1015 2022/08/15 04:18:34 - mmengine - INFO - Epoch(train) [72][2100/3757] lr: 1.0000e-01 eta: 2 days, 11:30:00 time: 0.3091 data_time: 0.0133 memory: 9395 grad_norm: 2.1779 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0233 loss: 3.0233 2022/08/15 04:19:06 - mmengine - INFO - Epoch(train) [72][2200/3757] lr: 1.0000e-01 eta: 2 days, 11:29:29 time: 0.3091 data_time: 0.0135 memory: 9395 grad_norm: 2.2224 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9812 loss: 2.9812 2022/08/15 04:19:22 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 04:19:37 - mmengine - INFO - Epoch(train) [72][2300/3757] lr: 1.0000e-01 eta: 2 days, 11:28:58 time: 0.3106 data_time: 0.0133 memory: 9395 grad_norm: 2.1853 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9598 loss: 2.9598 2022/08/15 04:20:08 - mmengine - INFO - Epoch(train) [72][2400/3757] lr: 1.0000e-01 eta: 2 days, 11:28:28 time: 0.3084 data_time: 0.0144 memory: 9395 grad_norm: 2.2061 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8249 loss: 2.8249 2022/08/15 04:20:39 - mmengine - INFO - Epoch(train) [72][2500/3757] lr: 1.0000e-01 eta: 2 days, 11:27:57 time: 0.3121 data_time: 0.0153 memory: 9395 grad_norm: 2.2590 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3625 loss: 3.3625 2022/08/15 04:21:10 - mmengine - INFO - Epoch(train) [72][2600/3757] lr: 1.0000e-01 eta: 2 days, 11:27:27 time: 0.3140 data_time: 0.0134 memory: 9395 grad_norm: 2.2879 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9975 loss: 2.9975 2022/08/15 04:21:41 - mmengine - INFO - Epoch(train) [72][2700/3757] lr: 1.0000e-01 eta: 2 days, 11:26:56 time: 0.3118 data_time: 0.0145 memory: 9395 grad_norm: 2.2116 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9821 loss: 2.9821 2022/08/15 04:22:12 - mmengine - INFO - Epoch(train) [72][2800/3757] lr: 1.0000e-01 eta: 2 days, 11:26:26 time: 0.3109 data_time: 0.0143 memory: 9395 grad_norm: 2.1814 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0512 loss: 3.0512 2022/08/15 04:22:43 - mmengine - INFO - Epoch(train) [72][2900/3757] lr: 1.0000e-01 eta: 2 days, 11:25:55 time: 0.3087 data_time: 0.0133 memory: 9395 grad_norm: 2.2158 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9051 loss: 2.9051 2022/08/15 04:23:14 - mmengine - INFO - Epoch(train) [72][3000/3757] lr: 1.0000e-01 eta: 2 days, 11:25:24 time: 0.3100 data_time: 0.0135 memory: 9395 grad_norm: 2.1795 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2271 loss: 3.2271 2022/08/15 04:23:45 - mmengine - INFO - Epoch(train) [72][3100/3757] lr: 1.0000e-01 eta: 2 days, 11:24:54 time: 0.3096 data_time: 0.0138 memory: 9395 grad_norm: 2.1843 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2443 loss: 3.2443 2022/08/15 04:24:17 - mmengine - INFO - Epoch(train) [72][3200/3757] lr: 1.0000e-01 eta: 2 days, 11:24:24 time: 0.3095 data_time: 0.0132 memory: 9395 grad_norm: 2.1524 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.8266 loss: 2.8266 2022/08/15 04:24:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 04:24:48 - mmengine - INFO - Epoch(train) [72][3300/3757] lr: 1.0000e-01 eta: 2 days, 11:23:53 time: 0.3098 data_time: 0.0140 memory: 9395 grad_norm: 2.2100 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2346 loss: 3.2346 2022/08/15 04:25:19 - mmengine - INFO - Epoch(train) [72][3400/3757] lr: 1.0000e-01 eta: 2 days, 11:23:22 time: 0.3098 data_time: 0.0145 memory: 9395 grad_norm: 2.1549 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9223 loss: 2.9223 2022/08/15 04:25:50 - mmengine - INFO - Epoch(train) [72][3500/3757] lr: 1.0000e-01 eta: 2 days, 11:22:52 time: 0.3098 data_time: 0.0135 memory: 9395 grad_norm: 2.2478 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1380 loss: 3.1380 2022/08/15 04:26:21 - mmengine - INFO - Epoch(train) [72][3600/3757] lr: 1.0000e-01 eta: 2 days, 11:22:21 time: 0.3117 data_time: 0.0140 memory: 9395 grad_norm: 2.1956 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.8991 loss: 2.8991 2022/08/15 04:26:52 - mmengine - INFO - Epoch(train) [72][3700/3757] lr: 1.0000e-01 eta: 2 days, 11:21:51 time: 0.3096 data_time: 0.0137 memory: 9395 grad_norm: 2.1412 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7170 loss: 2.7170 2022/08/15 04:27:10 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 04:27:10 - mmengine - INFO - Epoch(train) [72][3757/3757] lr: 1.0000e-01 eta: 2 days, 11:21:39 time: 0.3057 data_time: 0.0136 memory: 9395 grad_norm: 2.1475 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 3.2363 loss: 3.2363 2022/08/15 04:27:10 - mmengine - INFO - Saving checkpoint at 72 epochs 2022/08/15 04:27:44 - mmengine - INFO - Epoch(train) [73][100/3757] lr: 1.0000e-01 eta: 2 days, 11:20:54 time: 0.3098 data_time: 0.0139 memory: 9395 grad_norm: 2.2817 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1029 loss: 3.1029 2022/08/15 04:28:15 - mmengine - INFO - Epoch(train) [73][200/3757] lr: 1.0000e-01 eta: 2 days, 11:20:23 time: 0.3098 data_time: 0.0141 memory: 9395 grad_norm: 2.1491 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9532 loss: 2.9532 2022/08/15 04:28:46 - mmengine - INFO - Epoch(train) [73][300/3757] lr: 1.0000e-01 eta: 2 days, 11:19:52 time: 0.3086 data_time: 0.0134 memory: 9395 grad_norm: 2.2014 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9614 loss: 2.9614 2022/08/15 04:29:18 - mmengine - INFO - Epoch(train) [73][400/3757] lr: 1.0000e-01 eta: 2 days, 11:19:22 time: 0.3108 data_time: 0.0137 memory: 9395 grad_norm: 2.1617 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9125 loss: 2.9125 2022/08/15 04:29:47 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 04:29:49 - mmengine - INFO - Epoch(train) [73][500/3757] lr: 1.0000e-01 eta: 2 days, 11:18:51 time: 0.3097 data_time: 0.0142 memory: 9395 grad_norm: 2.2316 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0324 loss: 3.0324 2022/08/15 04:30:20 - mmengine - INFO - Epoch(train) [73][600/3757] lr: 1.0000e-01 eta: 2 days, 11:18:21 time: 0.3116 data_time: 0.0142 memory: 9395 grad_norm: 2.2700 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.2862 loss: 3.2862 2022/08/15 04:30:51 - mmengine - INFO - Epoch(train) [73][700/3757] lr: 1.0000e-01 eta: 2 days, 11:17:50 time: 0.3112 data_time: 0.0133 memory: 9395 grad_norm: 2.1989 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2461 loss: 3.2461 2022/08/15 04:31:22 - mmengine - INFO - Epoch(train) [73][800/3757] lr: 1.0000e-01 eta: 2 days, 11:17:20 time: 0.3088 data_time: 0.0133 memory: 9395 grad_norm: 2.2245 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2158 loss: 3.2158 2022/08/15 04:31:53 - mmengine - INFO - Epoch(train) [73][900/3757] lr: 1.0000e-01 eta: 2 days, 11:16:49 time: 0.3112 data_time: 0.0139 memory: 9395 grad_norm: 2.2274 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9543 loss: 2.9543 2022/08/15 04:32:24 - mmengine - INFO - Epoch(train) [73][1000/3757] lr: 1.0000e-01 eta: 2 days, 11:16:19 time: 0.3099 data_time: 0.0136 memory: 9395 grad_norm: 2.1774 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2006 loss: 3.2006 2022/08/15 04:32:55 - mmengine - INFO - Epoch(train) [73][1100/3757] lr: 1.0000e-01 eta: 2 days, 11:15:48 time: 0.3103 data_time: 0.0129 memory: 9395 grad_norm: 2.1505 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2049 loss: 3.2049 2022/08/15 04:33:27 - mmengine - INFO - Epoch(train) [73][1200/3757] lr: 1.0000e-01 eta: 2 days, 11:15:18 time: 0.3100 data_time: 0.0138 memory: 9395 grad_norm: 2.2420 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 3.1142 loss: 3.1142 2022/08/15 04:33:58 - mmengine - INFO - Epoch(train) [73][1300/3757] lr: 1.0000e-01 eta: 2 days, 11:14:48 time: 0.3102 data_time: 0.0133 memory: 9395 grad_norm: 2.2924 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.9500 loss: 2.9500 2022/08/15 04:34:29 - mmengine - INFO - Epoch(train) [73][1400/3757] lr: 1.0000e-01 eta: 2 days, 11:14:17 time: 0.3085 data_time: 0.0128 memory: 9395 grad_norm: 2.2383 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9375 loss: 2.9375 2022/08/15 04:34:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 04:35:00 - mmengine - INFO - Epoch(train) [73][1500/3757] lr: 1.0000e-01 eta: 2 days, 11:13:46 time: 0.3104 data_time: 0.0148 memory: 9395 grad_norm: 2.2653 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3625 loss: 3.3625 2022/08/15 04:35:31 - mmengine - INFO - Epoch(train) [73][1600/3757] lr: 1.0000e-01 eta: 2 days, 11:13:15 time: 0.3100 data_time: 0.0133 memory: 9395 grad_norm: 2.2056 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0081 loss: 3.0081 2022/08/15 04:36:02 - mmengine - INFO - Epoch(train) [73][1700/3757] lr: 1.0000e-01 eta: 2 days, 11:12:45 time: 0.3103 data_time: 0.0141 memory: 9395 grad_norm: 2.2804 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.4503 loss: 3.4503 2022/08/15 04:36:33 - mmengine - INFO - Epoch(train) [73][1800/3757] lr: 1.0000e-01 eta: 2 days, 11:12:14 time: 0.3096 data_time: 0.0132 memory: 9395 grad_norm: 2.2407 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2183 loss: 3.2183 2022/08/15 04:37:04 - mmengine - INFO - Epoch(train) [73][1900/3757] lr: 1.0000e-01 eta: 2 days, 11:11:44 time: 0.3118 data_time: 0.0164 memory: 9395 grad_norm: 2.2293 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2855 loss: 3.2855 2022/08/15 04:37:35 - mmengine - INFO - Epoch(train) [73][2000/3757] lr: 1.0000e-01 eta: 2 days, 11:11:13 time: 0.3106 data_time: 0.0130 memory: 9395 grad_norm: 2.2271 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1288 loss: 3.1288 2022/08/15 04:38:06 - mmengine - INFO - Epoch(train) [73][2100/3757] lr: 1.0000e-01 eta: 2 days, 11:10:42 time: 0.3075 data_time: 0.0135 memory: 9395 grad_norm: 2.2226 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9739 loss: 2.9739 2022/08/15 04:38:37 - mmengine - INFO - Epoch(train) [73][2200/3757] lr: 1.0000e-01 eta: 2 days, 11:10:12 time: 0.3089 data_time: 0.0131 memory: 9395 grad_norm: 2.2205 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8232 loss: 2.8232 2022/08/15 04:39:09 - mmengine - INFO - Epoch(train) [73][2300/3757] lr: 1.0000e-01 eta: 2 days, 11:09:42 time: 0.3095 data_time: 0.0140 memory: 9395 grad_norm: 2.2088 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8161 loss: 2.8161 2022/08/15 04:39:40 - mmengine - INFO - Epoch(train) [73][2400/3757] lr: 1.0000e-01 eta: 2 days, 11:09:11 time: 0.3139 data_time: 0.0144 memory: 9395 grad_norm: 2.2090 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.3577 loss: 3.3577 2022/08/15 04:40:10 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 04:40:11 - mmengine - INFO - Epoch(train) [73][2500/3757] lr: 1.0000e-01 eta: 2 days, 11:08:41 time: 0.3100 data_time: 0.0140 memory: 9395 grad_norm: 2.2228 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.3037 loss: 3.3037 2022/08/15 04:40:42 - mmengine - INFO - Epoch(train) [73][2600/3757] lr: 1.0000e-01 eta: 2 days, 11:08:10 time: 0.3130 data_time: 0.0140 memory: 9395 grad_norm: 2.1474 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8387 loss: 2.8387 2022/08/15 04:41:13 - mmengine - INFO - Epoch(train) [73][2700/3757] lr: 1.0000e-01 eta: 2 days, 11:07:40 time: 0.3108 data_time: 0.0134 memory: 9395 grad_norm: 2.2074 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0241 loss: 3.0241 2022/08/15 04:41:44 - mmengine - INFO - Epoch(train) [73][2800/3757] lr: 1.0000e-01 eta: 2 days, 11:07:09 time: 0.3139 data_time: 0.0144 memory: 9395 grad_norm: 2.1653 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0718 loss: 3.0718 2022/08/15 04:42:15 - mmengine - INFO - Epoch(train) [73][2900/3757] lr: 1.0000e-01 eta: 2 days, 11:06:39 time: 0.3089 data_time: 0.0137 memory: 9395 grad_norm: 2.2012 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9741 loss: 2.9741 2022/08/15 04:42:47 - mmengine - INFO - Epoch(train) [73][3000/3757] lr: 1.0000e-01 eta: 2 days, 11:06:08 time: 0.3085 data_time: 0.0139 memory: 9395 grad_norm: 2.1533 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.6416 loss: 2.6416 2022/08/15 04:43:18 - mmengine - INFO - Epoch(train) [73][3100/3757] lr: 1.0000e-01 eta: 2 days, 11:05:38 time: 0.3095 data_time: 0.0134 memory: 9395 grad_norm: 2.2696 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1489 loss: 3.1489 2022/08/15 04:43:49 - mmengine - INFO - Epoch(train) [73][3200/3757] lr: 1.0000e-01 eta: 2 days, 11:05:07 time: 0.3099 data_time: 0.0144 memory: 9395 grad_norm: 2.1670 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.0004 loss: 3.0004 2022/08/15 04:44:20 - mmengine - INFO - Epoch(train) [73][3300/3757] lr: 1.0000e-01 eta: 2 days, 11:04:37 time: 0.3092 data_time: 0.0133 memory: 9395 grad_norm: 2.1700 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2411 loss: 3.2411 2022/08/15 04:44:51 - mmengine - INFO - Epoch(train) [73][3400/3757] lr: 1.0000e-01 eta: 2 days, 11:04:06 time: 0.3093 data_time: 0.0148 memory: 9395 grad_norm: 2.2740 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6571 loss: 2.6571 2022/08/15 04:45:21 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 04:45:22 - mmengine - INFO - Epoch(train) [73][3500/3757] lr: 1.0000e-01 eta: 2 days, 11:03:36 time: 0.3140 data_time: 0.0142 memory: 9395 grad_norm: 2.2452 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1335 loss: 3.1335 2022/08/15 04:45:53 - mmengine - INFO - Epoch(train) [73][3600/3757] lr: 1.0000e-01 eta: 2 days, 11:03:05 time: 0.3085 data_time: 0.0132 memory: 9395 grad_norm: 2.2731 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1089 loss: 3.1089 2022/08/15 04:46:24 - mmengine - INFO - Epoch(train) [73][3700/3757] lr: 1.0000e-01 eta: 2 days, 11:02:34 time: 0.3100 data_time: 0.0132 memory: 9395 grad_norm: 2.3242 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1870 loss: 3.1870 2022/08/15 04:46:42 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 04:46:42 - mmengine - INFO - Epoch(train) [73][3757/3757] lr: 1.0000e-01 eta: 2 days, 11:02:22 time: 0.3109 data_time: 0.0139 memory: 9395 grad_norm: 2.1927 top1_acc: 0.2857 top5_acc: 0.4286 loss_cls: 3.1318 loss: 3.1318 2022/08/15 04:47:15 - mmengine - INFO - Epoch(train) [74][100/3757] lr: 1.0000e-01 eta: 2 days, 11:01:38 time: 0.3094 data_time: 0.0129 memory: 9395 grad_norm: 2.2194 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1214 loss: 3.1214 2022/08/15 04:47:46 - mmengine - INFO - Epoch(train) [74][200/3757] lr: 1.0000e-01 eta: 2 days, 11:01:07 time: 0.3095 data_time: 0.0130 memory: 9395 grad_norm: 2.2399 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.9677 loss: 2.9677 2022/08/15 04:48:17 - mmengine - INFO - Epoch(train) [74][300/3757] lr: 1.0000e-01 eta: 2 days, 11:00:36 time: 0.3094 data_time: 0.0136 memory: 9395 grad_norm: 2.2860 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1790 loss: 3.1790 2022/08/15 04:48:48 - mmengine - INFO - Epoch(train) [74][400/3757] lr: 1.0000e-01 eta: 2 days, 11:00:06 time: 0.3090 data_time: 0.0128 memory: 9395 grad_norm: 2.2235 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2359 loss: 3.2359 2022/08/15 04:49:19 - mmengine - INFO - Epoch(train) [74][500/3757] lr: 1.0000e-01 eta: 2 days, 10:59:35 time: 0.3085 data_time: 0.0131 memory: 9395 grad_norm: 2.1870 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.0704 loss: 3.0704 2022/08/15 04:49:50 - mmengine - INFO - Epoch(train) [74][600/3757] lr: 1.0000e-01 eta: 2 days, 10:59:04 time: 0.3107 data_time: 0.0141 memory: 9395 grad_norm: 2.1863 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1403 loss: 3.1403 2022/08/15 04:50:22 - mmengine - INFO - Epoch(train) [74][700/3757] lr: 1.0000e-01 eta: 2 days, 10:58:34 time: 0.3182 data_time: 0.0150 memory: 9395 grad_norm: 2.1880 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0488 loss: 3.0488 2022/08/15 04:50:34 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 04:50:53 - mmengine - INFO - Epoch(train) [74][800/3757] lr: 1.0000e-01 eta: 2 days, 10:58:04 time: 0.3094 data_time: 0.0126 memory: 9395 grad_norm: 2.1858 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.0607 loss: 3.0607 2022/08/15 04:51:24 - mmengine - INFO - Epoch(train) [74][900/3757] lr: 1.0000e-01 eta: 2 days, 10:57:34 time: 0.3116 data_time: 0.0147 memory: 9395 grad_norm: 2.1982 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7169 loss: 2.7169 2022/08/15 04:51:55 - mmengine - INFO - Epoch(train) [74][1000/3757] lr: 1.0000e-01 eta: 2 days, 10:57:03 time: 0.3097 data_time: 0.0135 memory: 9395 grad_norm: 2.2506 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0245 loss: 3.0245 2022/08/15 04:52:26 - mmengine - INFO - Epoch(train) [74][1100/3757] lr: 1.0000e-01 eta: 2 days, 10:56:33 time: 0.3081 data_time: 0.0140 memory: 9395 grad_norm: 2.2207 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1022 loss: 3.1022 2022/08/15 04:52:57 - mmengine - INFO - Epoch(train) [74][1200/3757] lr: 1.0000e-01 eta: 2 days, 10:56:02 time: 0.3109 data_time: 0.0140 memory: 9395 grad_norm: 2.2028 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1616 loss: 3.1616 2022/08/15 04:53:28 - mmengine - INFO - Epoch(train) [74][1300/3757] lr: 1.0000e-01 eta: 2 days, 10:55:31 time: 0.3094 data_time: 0.0134 memory: 9395 grad_norm: 2.1513 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0158 loss: 3.0158 2022/08/15 04:54:00 - mmengine - INFO - Epoch(train) [74][1400/3757] lr: 1.0000e-01 eta: 2 days, 10:55:01 time: 0.3096 data_time: 0.0148 memory: 9395 grad_norm: 2.1446 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3732 loss: 3.3732 2022/08/15 04:54:31 - mmengine - INFO - Epoch(train) [74][1500/3757] lr: 1.0000e-01 eta: 2 days, 10:54:30 time: 0.3097 data_time: 0.0133 memory: 9395 grad_norm: 2.2308 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9045 loss: 2.9045 2022/08/15 04:55:02 - mmengine - INFO - Epoch(train) [74][1600/3757] lr: 1.0000e-01 eta: 2 days, 10:54:00 time: 0.3186 data_time: 0.0141 memory: 9395 grad_norm: 2.1684 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7890 loss: 2.7890 2022/08/15 04:55:33 - mmengine - INFO - Epoch(train) [74][1700/3757] lr: 1.0000e-01 eta: 2 days, 10:53:30 time: 0.3108 data_time: 0.0145 memory: 9395 grad_norm: 2.2037 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2127 loss: 3.2127 2022/08/15 04:55:45 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 04:56:04 - mmengine - INFO - Epoch(train) [74][1800/3757] lr: 1.0000e-01 eta: 2 days, 10:52:59 time: 0.3096 data_time: 0.0130 memory: 9395 grad_norm: 2.2748 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9394 loss: 2.9394 2022/08/15 04:56:35 - mmengine - INFO - Epoch(train) [74][1900/3757] lr: 1.0000e-01 eta: 2 days, 10:52:29 time: 0.3130 data_time: 0.0137 memory: 9395 grad_norm: 2.1940 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1544 loss: 3.1544 2022/08/15 04:57:06 - mmengine - INFO - Epoch(train) [74][2000/3757] lr: 1.0000e-01 eta: 2 days, 10:51:58 time: 0.3097 data_time: 0.0133 memory: 9395 grad_norm: 2.1808 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0493 loss: 3.0493 2022/08/15 04:57:37 - mmengine - INFO - Epoch(train) [74][2100/3757] lr: 1.0000e-01 eta: 2 days, 10:51:28 time: 0.3091 data_time: 0.0137 memory: 9395 grad_norm: 2.3028 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.3789 loss: 3.3789 2022/08/15 04:58:09 - mmengine - INFO - Epoch(train) [74][2200/3757] lr: 1.0000e-01 eta: 2 days, 10:50:57 time: 0.3093 data_time: 0.0133 memory: 9395 grad_norm: 2.1752 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9515 loss: 2.9515 2022/08/15 04:58:40 - mmengine - INFO - Epoch(train) [74][2300/3757] lr: 1.0000e-01 eta: 2 days, 10:50:27 time: 0.3095 data_time: 0.0147 memory: 9395 grad_norm: 2.2115 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8482 loss: 2.8482 2022/08/15 04:59:11 - mmengine - INFO - Epoch(train) [74][2400/3757] lr: 1.0000e-01 eta: 2 days, 10:49:56 time: 0.3094 data_time: 0.0137 memory: 9395 grad_norm: 2.2356 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0585 loss: 3.0585 2022/08/15 04:59:42 - mmengine - INFO - Epoch(train) [74][2500/3757] lr: 1.0000e-01 eta: 2 days, 10:49:26 time: 0.3102 data_time: 0.0135 memory: 9395 grad_norm: 2.2125 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9389 loss: 2.9389 2022/08/15 05:00:13 - mmengine - INFO - Epoch(train) [74][2600/3757] lr: 1.0000e-01 eta: 2 days, 10:48:55 time: 0.3109 data_time: 0.0148 memory: 9395 grad_norm: 2.2389 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1822 loss: 3.1822 2022/08/15 05:00:44 - mmengine - INFO - Epoch(train) [74][2700/3757] lr: 1.0000e-01 eta: 2 days, 10:48:24 time: 0.3089 data_time: 0.0136 memory: 9395 grad_norm: 2.2292 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.5422 loss: 3.5422 2022/08/15 05:00:56 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 05:01:15 - mmengine - INFO - Epoch(train) [74][2800/3757] lr: 1.0000e-01 eta: 2 days, 10:47:54 time: 0.3126 data_time: 0.0142 memory: 9395 grad_norm: 2.2652 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3818 loss: 3.3818 2022/08/15 05:01:47 - mmengine - INFO - Epoch(train) [74][2900/3757] lr: 1.0000e-01 eta: 2 days, 10:47:24 time: 0.3098 data_time: 0.0137 memory: 9395 grad_norm: 2.2031 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9575 loss: 2.9575 2022/08/15 05:02:18 - mmengine - INFO - Epoch(train) [74][3000/3757] lr: 1.0000e-01 eta: 2 days, 10:46:53 time: 0.3096 data_time: 0.0137 memory: 9395 grad_norm: 2.1910 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1109 loss: 3.1109 2022/08/15 05:02:49 - mmengine - INFO - Epoch(train) [74][3100/3757] lr: 1.0000e-01 eta: 2 days, 10:46:23 time: 0.3137 data_time: 0.0135 memory: 9395 grad_norm: 2.2009 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8072 loss: 2.8072 2022/08/15 05:03:20 - mmengine - INFO - Epoch(train) [74][3200/3757] lr: 1.0000e-01 eta: 2 days, 10:45:53 time: 0.3090 data_time: 0.0135 memory: 9395 grad_norm: 2.1905 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3349 loss: 3.3349 2022/08/15 05:03:51 - mmengine - INFO - Epoch(train) [74][3300/3757] lr: 1.0000e-01 eta: 2 days, 10:45:23 time: 0.3136 data_time: 0.0147 memory: 9395 grad_norm: 2.2311 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8880 loss: 2.8880 2022/08/15 05:04:22 - mmengine - INFO - Epoch(train) [74][3400/3757] lr: 1.0000e-01 eta: 2 days, 10:44:52 time: 0.3096 data_time: 0.0137 memory: 9395 grad_norm: 2.1980 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9651 loss: 2.9651 2022/08/15 05:04:53 - mmengine - INFO - Epoch(train) [74][3500/3757] lr: 1.0000e-01 eta: 2 days, 10:44:21 time: 0.3105 data_time: 0.0147 memory: 9395 grad_norm: 2.2277 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.8983 loss: 2.8983 2022/08/15 05:05:25 - mmengine - INFO - Epoch(train) [74][3600/3757] lr: 1.0000e-01 eta: 2 days, 10:43:51 time: 0.3094 data_time: 0.0136 memory: 9395 grad_norm: 2.2803 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.2351 loss: 3.2351 2022/08/15 05:05:56 - mmengine - INFO - Epoch(train) [74][3700/3757] lr: 1.0000e-01 eta: 2 days, 10:43:20 time: 0.3124 data_time: 0.0144 memory: 9395 grad_norm: 2.2051 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1323 loss: 3.1323 2022/08/15 05:06:08 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 05:06:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 05:06:13 - mmengine - INFO - Epoch(train) [74][3757/3757] lr: 1.0000e-01 eta: 2 days, 10:43:08 time: 0.3053 data_time: 0.0154 memory: 9395 grad_norm: 2.2082 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 3.0640 loss: 3.0640 2022/08/15 05:06:46 - mmengine - INFO - Epoch(train) [75][100/3757] lr: 1.0000e-01 eta: 2 days, 10:42:23 time: 0.3102 data_time: 0.0132 memory: 9395 grad_norm: 2.1743 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8834 loss: 2.8834 2022/08/15 05:07:17 - mmengine - INFO - Epoch(train) [75][200/3757] lr: 1.0000e-01 eta: 2 days, 10:41:53 time: 0.3103 data_time: 0.0143 memory: 9395 grad_norm: 2.1637 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2344 loss: 3.2344 2022/08/15 05:07:48 - mmengine - INFO - Epoch(train) [75][300/3757] lr: 1.0000e-01 eta: 2 days, 10:41:22 time: 0.3111 data_time: 0.0131 memory: 9395 grad_norm: 2.1704 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2402 loss: 3.2402 2022/08/15 05:08:19 - mmengine - INFO - Epoch(train) [75][400/3757] lr: 1.0000e-01 eta: 2 days, 10:40:51 time: 0.3101 data_time: 0.0132 memory: 9395 grad_norm: 2.1370 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9520 loss: 2.9520 2022/08/15 05:08:50 - mmengine - INFO - Epoch(train) [75][500/3757] lr: 1.0000e-01 eta: 2 days, 10:40:21 time: 0.3096 data_time: 0.0142 memory: 9395 grad_norm: 2.2803 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1452 loss: 3.1452 2022/08/15 05:09:22 - mmengine - INFO - Epoch(train) [75][600/3757] lr: 1.0000e-01 eta: 2 days, 10:39:50 time: 0.3112 data_time: 0.0145 memory: 9395 grad_norm: 2.2820 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1841 loss: 3.1841 2022/08/15 05:09:53 - mmengine - INFO - Epoch(train) [75][700/3757] lr: 1.0000e-01 eta: 2 days, 10:39:19 time: 0.3092 data_time: 0.0136 memory: 9395 grad_norm: 2.1905 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1125 loss: 3.1125 2022/08/15 05:10:24 - mmengine - INFO - Epoch(train) [75][800/3757] lr: 1.0000e-01 eta: 2 days, 10:38:49 time: 0.3117 data_time: 0.0148 memory: 9395 grad_norm: 2.2518 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0623 loss: 3.0623 2022/08/15 05:10:55 - mmengine - INFO - Epoch(train) [75][900/3757] lr: 1.0000e-01 eta: 2 days, 10:38:18 time: 0.3106 data_time: 0.0150 memory: 9395 grad_norm: 2.2418 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.2347 loss: 3.2347 2022/08/15 05:11:20 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 05:11:26 - mmengine - INFO - Epoch(train) [75][1000/3757] lr: 1.0000e-01 eta: 2 days, 10:37:48 time: 0.3116 data_time: 0.0133 memory: 9395 grad_norm: 2.2609 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0580 loss: 3.0580 2022/08/15 05:11:57 - mmengine - INFO - Epoch(train) [75][1100/3757] lr: 1.0000e-01 eta: 2 days, 10:37:18 time: 0.3122 data_time: 0.0143 memory: 9395 grad_norm: 2.2086 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9696 loss: 2.9696 2022/08/15 05:12:28 - mmengine - INFO - Epoch(train) [75][1200/3757] lr: 1.0000e-01 eta: 2 days, 10:36:47 time: 0.3098 data_time: 0.0138 memory: 9395 grad_norm: 2.1824 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0698 loss: 3.0698 2022/08/15 05:13:00 - mmengine - INFO - Epoch(train) [75][1300/3757] lr: 1.0000e-01 eta: 2 days, 10:36:17 time: 0.3110 data_time: 0.0135 memory: 9395 grad_norm: 2.2563 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9014 loss: 2.9014 2022/08/15 05:13:31 - mmengine - INFO - Epoch(train) [75][1400/3757] lr: 1.0000e-01 eta: 2 days, 10:35:46 time: 0.3096 data_time: 0.0142 memory: 9395 grad_norm: 2.2158 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3069 loss: 3.3069 2022/08/15 05:14:02 - mmengine - INFO - Epoch(train) [75][1500/3757] lr: 1.0000e-01 eta: 2 days, 10:35:15 time: 0.3091 data_time: 0.0134 memory: 9395 grad_norm: 2.2047 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8862 loss: 2.8862 2022/08/15 05:14:33 - mmengine - INFO - Epoch(train) [75][1600/3757] lr: 1.0000e-01 eta: 2 days, 10:34:45 time: 0.3097 data_time: 0.0144 memory: 9395 grad_norm: 2.1632 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0038 loss: 3.0038 2022/08/15 05:15:04 - mmengine - INFO - Epoch(train) [75][1700/3757] lr: 1.0000e-01 eta: 2 days, 10:34:14 time: 0.3121 data_time: 0.0143 memory: 9395 grad_norm: 2.1995 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 2.8749 loss: 2.8749 2022/08/15 05:15:35 - mmengine - INFO - Epoch(train) [75][1800/3757] lr: 1.0000e-01 eta: 2 days, 10:33:44 time: 0.3105 data_time: 0.0129 memory: 9395 grad_norm: 2.2122 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0455 loss: 3.0455 2022/08/15 05:16:06 - mmengine - INFO - Epoch(train) [75][1900/3757] lr: 1.0000e-01 eta: 2 days, 10:33:13 time: 0.3112 data_time: 0.0145 memory: 9395 grad_norm: 2.1732 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9578 loss: 2.9578 2022/08/15 05:16:32 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 05:16:37 - mmengine - INFO - Epoch(train) [75][2000/3757] lr: 1.0000e-01 eta: 2 days, 10:32:43 time: 0.3109 data_time: 0.0158 memory: 9395 grad_norm: 2.1218 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1150 loss: 3.1150 2022/08/15 05:17:08 - mmengine - INFO - Epoch(train) [75][2100/3757] lr: 1.0000e-01 eta: 2 days, 10:32:12 time: 0.3092 data_time: 0.0136 memory: 9395 grad_norm: 2.2125 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8124 loss: 2.8124 2022/08/15 05:17:39 - mmengine - INFO - Epoch(train) [75][2200/3757] lr: 1.0000e-01 eta: 2 days, 10:31:41 time: 0.3090 data_time: 0.0135 memory: 9395 grad_norm: 2.1824 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1779 loss: 3.1779 2022/08/15 05:18:11 - mmengine - INFO - Epoch(train) [75][2300/3757] lr: 1.0000e-01 eta: 2 days, 10:31:11 time: 0.3092 data_time: 0.0135 memory: 9395 grad_norm: 2.2043 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9303 loss: 2.9303 2022/08/15 05:18:42 - mmengine - INFO - Epoch(train) [75][2400/3757] lr: 1.0000e-01 eta: 2 days, 10:30:40 time: 0.3100 data_time: 0.0146 memory: 9395 grad_norm: 2.1870 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3067 loss: 3.3067 2022/08/15 05:19:13 - mmengine - INFO - Epoch(train) [75][2500/3757] lr: 1.0000e-01 eta: 2 days, 10:30:10 time: 0.3105 data_time: 0.0143 memory: 9395 grad_norm: 2.2359 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0332 loss: 3.0332 2022/08/15 05:19:44 - mmengine - INFO - Epoch(train) [75][2600/3757] lr: 1.0000e-01 eta: 2 days, 10:29:39 time: 0.3092 data_time: 0.0135 memory: 9395 grad_norm: 2.2043 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8270 loss: 2.8270 2022/08/15 05:20:15 - mmengine - INFO - Epoch(train) [75][2700/3757] lr: 1.0000e-01 eta: 2 days, 10:29:09 time: 0.3128 data_time: 0.0143 memory: 9395 grad_norm: 2.1114 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9671 loss: 2.9671 2022/08/15 05:20:46 - mmengine - INFO - Epoch(train) [75][2800/3757] lr: 1.0000e-01 eta: 2 days, 10:28:38 time: 0.3084 data_time: 0.0138 memory: 9395 grad_norm: 2.2267 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0742 loss: 3.0742 2022/08/15 05:21:17 - mmengine - INFO - Epoch(train) [75][2900/3757] lr: 1.0000e-01 eta: 2 days, 10:28:08 time: 0.3105 data_time: 0.0141 memory: 9395 grad_norm: 2.2179 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9524 loss: 2.9524 2022/08/15 05:21:43 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 05:21:48 - mmengine - INFO - Epoch(train) [75][3000/3757] lr: 1.0000e-01 eta: 2 days, 10:27:37 time: 0.3105 data_time: 0.0141 memory: 9395 grad_norm: 2.1732 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4006 loss: 3.4006 2022/08/15 05:22:19 - mmengine - INFO - Epoch(train) [75][3100/3757] lr: 1.0000e-01 eta: 2 days, 10:27:07 time: 0.3070 data_time: 0.0139 memory: 9395 grad_norm: 2.2086 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2530 loss: 3.2530 2022/08/15 05:22:51 - mmengine - INFO - Epoch(train) [75][3200/3757] lr: 1.0000e-01 eta: 2 days, 10:26:36 time: 0.3088 data_time: 0.0142 memory: 9395 grad_norm: 2.2139 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9117 loss: 2.9117 2022/08/15 05:23:22 - mmengine - INFO - Epoch(train) [75][3300/3757] lr: 1.0000e-01 eta: 2 days, 10:26:06 time: 0.3098 data_time: 0.0136 memory: 9395 grad_norm: 2.3041 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3551 loss: 3.3551 2022/08/15 05:23:53 - mmengine - INFO - Epoch(train) [75][3400/3757] lr: 1.0000e-01 eta: 2 days, 10:25:35 time: 0.3112 data_time: 0.0133 memory: 9395 grad_norm: 2.1441 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 3.2106 loss: 3.2106 2022/08/15 05:24:24 - mmengine - INFO - Epoch(train) [75][3500/3757] lr: 1.0000e-01 eta: 2 days, 10:25:05 time: 0.3093 data_time: 0.0134 memory: 9395 grad_norm: 2.1719 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3638 loss: 3.3638 2022/08/15 05:24:55 - mmengine - INFO - Epoch(train) [75][3600/3757] lr: 1.0000e-01 eta: 2 days, 10:24:34 time: 0.3133 data_time: 0.0147 memory: 9395 grad_norm: 2.1933 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2212 loss: 3.2212 2022/08/15 05:25:26 - mmengine - INFO - Epoch(train) [75][3700/3757] lr: 1.0000e-01 eta: 2 days, 10:24:04 time: 0.3103 data_time: 0.0138 memory: 9395 grad_norm: 2.2512 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.9282 loss: 2.9282 2022/08/15 05:25:44 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 05:25:44 - mmengine - INFO - Epoch(train) [75][3757/3757] lr: 1.0000e-01 eta: 2 days, 10:23:52 time: 0.3053 data_time: 0.0137 memory: 9395 grad_norm: 2.2217 top1_acc: 0.1429 top5_acc: 0.5714 loss_cls: 3.1404 loss: 3.1404 2022/08/15 05:26:02 - mmengine - INFO - Epoch(val) [75][100/310] eta: 0:00:36 time: 0.1750 data_time: 0.0812 memory: 1523 2022/08/15 05:26:19 - mmengine - INFO - Epoch(val) [75][200/310] eta: 0:00:17 time: 0.1546 data_time: 0.0604 memory: 1523 2022/08/15 05:26:36 - mmengine - INFO - Epoch(val) [75][300/310] eta: 0:00:01 time: 0.1777 data_time: 0.0843 memory: 1523 2022/08/15 05:26:40 - mmengine - INFO - Epoch(val) [75][310/310] acc/top1: 0.3688 acc/top5: 0.6452 acc/mean1: 0.3687 2022/08/15 05:27:12 - mmengine - INFO - Epoch(train) [76][100/3757] lr: 1.0000e-01 eta: 2 days, 10:23:07 time: 0.3099 data_time: 0.0139 memory: 9395 grad_norm: 2.2289 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8197 loss: 2.8197 2022/08/15 05:27:43 - mmengine - INFO - Epoch(train) [76][200/3757] lr: 1.0000e-01 eta: 2 days, 10:22:36 time: 0.3108 data_time: 0.0147 memory: 9395 grad_norm: 2.2565 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2683 loss: 3.2683 2022/08/15 05:27:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 05:28:14 - mmengine - INFO - Epoch(train) [76][300/3757] lr: 1.0000e-01 eta: 2 days, 10:22:05 time: 0.3088 data_time: 0.0141 memory: 9395 grad_norm: 2.2223 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1450 loss: 3.1450 2022/08/15 05:28:45 - mmengine - INFO - Epoch(train) [76][400/3757] lr: 1.0000e-01 eta: 2 days, 10:21:35 time: 0.3111 data_time: 0.0141 memory: 9395 grad_norm: 2.1511 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8595 loss: 2.8595 2022/08/15 05:29:16 - mmengine - INFO - Epoch(train) [76][500/3757] lr: 1.0000e-01 eta: 2 days, 10:21:04 time: 0.3096 data_time: 0.0130 memory: 9395 grad_norm: 2.2547 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0173 loss: 3.0173 2022/08/15 05:29:48 - mmengine - INFO - Epoch(train) [76][600/3757] lr: 1.0000e-01 eta: 2 days, 10:20:33 time: 0.3116 data_time: 0.0156 memory: 9395 grad_norm: 2.1845 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2336 loss: 3.2336 2022/08/15 05:30:19 - mmengine - INFO - Epoch(train) [76][700/3757] lr: 1.0000e-01 eta: 2 days, 10:20:03 time: 0.3111 data_time: 0.0135 memory: 9395 grad_norm: 2.1815 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 2.9892 loss: 2.9892 2022/08/15 05:30:50 - mmengine - INFO - Epoch(train) [76][800/3757] lr: 1.0000e-01 eta: 2 days, 10:19:32 time: 0.3103 data_time: 0.0132 memory: 9395 grad_norm: 2.2734 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.0947 loss: 3.0947 2022/08/15 05:31:21 - mmengine - INFO - Epoch(train) [76][900/3757] lr: 1.0000e-01 eta: 2 days, 10:19:02 time: 0.3101 data_time: 0.0131 memory: 9395 grad_norm: 2.2390 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.2640 loss: 3.2640 2022/08/15 05:31:52 - mmengine - INFO - Epoch(train) [76][1000/3757] lr: 1.0000e-01 eta: 2 days, 10:18:31 time: 0.3096 data_time: 0.0134 memory: 9395 grad_norm: 2.1805 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1798 loss: 3.1798 2022/08/15 05:32:23 - mmengine - INFO - Epoch(train) [76][1100/3757] lr: 1.0000e-01 eta: 2 days, 10:18:01 time: 0.3090 data_time: 0.0135 memory: 9395 grad_norm: 2.2620 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2922 loss: 3.2922 2022/08/15 05:32:54 - mmengine - INFO - Epoch(train) [76][1200/3757] lr: 1.0000e-01 eta: 2 days, 10:17:30 time: 0.3098 data_time: 0.0150 memory: 9395 grad_norm: 2.2599 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.8427 loss: 2.8427 2022/08/15 05:33:02 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 05:33:25 - mmengine - INFO - Epoch(train) [76][1300/3757] lr: 1.0000e-01 eta: 2 days, 10:17:00 time: 0.3100 data_time: 0.0146 memory: 9395 grad_norm: 2.1938 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0015 loss: 3.0015 2022/08/15 05:33:57 - mmengine - INFO - Epoch(train) [76][1400/3757] lr: 1.0000e-01 eta: 2 days, 10:16:29 time: 0.3093 data_time: 0.0133 memory: 9395 grad_norm: 2.1736 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.1674 loss: 3.1674 2022/08/15 05:34:28 - mmengine - INFO - Epoch(train) [76][1500/3757] lr: 1.0000e-01 eta: 2 days, 10:15:58 time: 0.3104 data_time: 0.0145 memory: 9395 grad_norm: 2.3044 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8766 loss: 2.8766 2022/08/15 05:34:59 - mmengine - INFO - Epoch(train) [76][1600/3757] lr: 1.0000e-01 eta: 2 days, 10:15:28 time: 0.3108 data_time: 0.0136 memory: 9395 grad_norm: 2.2360 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0338 loss: 3.0338 2022/08/15 05:35:30 - mmengine - INFO - Epoch(train) [76][1700/3757] lr: 1.0000e-01 eta: 2 days, 10:14:57 time: 0.3145 data_time: 0.0139 memory: 9395 grad_norm: 2.1230 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9365 loss: 2.9365 2022/08/15 05:36:01 - mmengine - INFO - Epoch(train) [76][1800/3757] lr: 1.0000e-01 eta: 2 days, 10:14:27 time: 0.3093 data_time: 0.0139 memory: 9395 grad_norm: 2.2591 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0257 loss: 3.0257 2022/08/15 05:36:32 - mmengine - INFO - Epoch(train) [76][1900/3757] lr: 1.0000e-01 eta: 2 days, 10:13:56 time: 0.3088 data_time: 0.0137 memory: 9395 grad_norm: 2.2251 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1184 loss: 3.1184 2022/08/15 05:37:03 - mmengine - INFO - Epoch(train) [76][2000/3757] lr: 1.0000e-01 eta: 2 days, 10:13:25 time: 0.3093 data_time: 0.0139 memory: 9395 grad_norm: 2.1943 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0220 loss: 3.0220 2022/08/15 05:37:34 - mmengine - INFO - Epoch(train) [76][2100/3757] lr: 1.0000e-01 eta: 2 days, 10:12:55 time: 0.3106 data_time: 0.0144 memory: 9395 grad_norm: 2.1830 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1938 loss: 3.1938 2022/08/15 05:38:05 - mmengine - INFO - Epoch(train) [76][2200/3757] lr: 1.0000e-01 eta: 2 days, 10:12:24 time: 0.3114 data_time: 0.0146 memory: 9395 grad_norm: 2.1646 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3102 loss: 3.3102 2022/08/15 05:38:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 05:38:36 - mmengine - INFO - Epoch(train) [76][2300/3757] lr: 1.0000e-01 eta: 2 days, 10:11:54 time: 0.3105 data_time: 0.0141 memory: 9395 grad_norm: 2.2459 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1441 loss: 3.1441 2022/08/15 05:39:07 - mmengine - INFO - Epoch(train) [76][2400/3757] lr: 1.0000e-01 eta: 2 days, 10:11:23 time: 0.3113 data_time: 0.0149 memory: 9395 grad_norm: 2.2087 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9969 loss: 2.9969 2022/08/15 05:39:38 - mmengine - INFO - Epoch(train) [76][2500/3757] lr: 1.0000e-01 eta: 2 days, 10:10:52 time: 0.3098 data_time: 0.0137 memory: 9395 grad_norm: 2.2784 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1741 loss: 3.1741 2022/08/15 05:40:10 - mmengine - INFO - Epoch(train) [76][2600/3757] lr: 1.0000e-01 eta: 2 days, 10:10:21 time: 0.3098 data_time: 0.0138 memory: 9395 grad_norm: 2.1125 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9504 loss: 2.9504 2022/08/15 05:40:41 - mmengine - INFO - Epoch(train) [76][2700/3757] lr: 1.0000e-01 eta: 2 days, 10:09:51 time: 0.3101 data_time: 0.0141 memory: 9395 grad_norm: 2.2090 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1841 loss: 3.1841 2022/08/15 05:41:12 - mmengine - INFO - Epoch(train) [76][2800/3757] lr: 1.0000e-01 eta: 2 days, 10:09:20 time: 0.3083 data_time: 0.0141 memory: 9395 grad_norm: 2.2171 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0772 loss: 3.0772 2022/08/15 05:41:43 - mmengine - INFO - Epoch(train) [76][2900/3757] lr: 1.0000e-01 eta: 2 days, 10:08:50 time: 0.3099 data_time: 0.0141 memory: 9395 grad_norm: 2.2962 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.0835 loss: 3.0835 2022/08/15 05:42:14 - mmengine - INFO - Epoch(train) [76][3000/3757] lr: 1.0000e-01 eta: 2 days, 10:08:19 time: 0.3109 data_time: 0.0147 memory: 9395 grad_norm: 2.2053 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3473 loss: 3.3473 2022/08/15 05:42:45 - mmengine - INFO - Epoch(train) [76][3100/3757] lr: 1.0000e-01 eta: 2 days, 10:07:49 time: 0.3105 data_time: 0.0141 memory: 9395 grad_norm: 2.2112 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.3814 loss: 3.3814 2022/08/15 05:43:16 - mmengine - INFO - Epoch(train) [76][3200/3757] lr: 1.0000e-01 eta: 2 days, 10:07:18 time: 0.3097 data_time: 0.0135 memory: 9395 grad_norm: 2.2387 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0449 loss: 3.0449 2022/08/15 05:43:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 05:43:47 - mmengine - INFO - Epoch(train) [76][3300/3757] lr: 1.0000e-01 eta: 2 days, 10:06:47 time: 0.3107 data_time: 0.0152 memory: 9395 grad_norm: 2.2382 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0923 loss: 3.0923 2022/08/15 05:44:18 - mmengine - INFO - Epoch(train) [76][3400/3757] lr: 1.0000e-01 eta: 2 days, 10:06:17 time: 0.3116 data_time: 0.0133 memory: 9395 grad_norm: 2.2534 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2131 loss: 3.2131 2022/08/15 05:44:49 - mmengine - INFO - Epoch(train) [76][3500/3757] lr: 1.0000e-01 eta: 2 days, 10:05:46 time: 0.3093 data_time: 0.0143 memory: 9395 grad_norm: 2.1934 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9902 loss: 2.9902 2022/08/15 05:45:20 - mmengine - INFO - Epoch(train) [76][3600/3757] lr: 1.0000e-01 eta: 2 days, 10:05:15 time: 0.3098 data_time: 0.0134 memory: 9395 grad_norm: 2.2686 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2747 loss: 3.2747 2022/08/15 05:45:52 - mmengine - INFO - Epoch(train) [76][3700/3757] lr: 1.0000e-01 eta: 2 days, 10:04:45 time: 0.3088 data_time: 0.0136 memory: 9395 grad_norm: 2.1672 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9465 loss: 2.9465 2022/08/15 05:46:09 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 05:46:09 - mmengine - INFO - Epoch(train) [76][3757/3757] lr: 1.0000e-01 eta: 2 days, 10:04:33 time: 0.3055 data_time: 0.0140 memory: 9395 grad_norm: 2.2210 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 2.9980 loss: 2.9980 2022/08/15 05:46:09 - mmengine - INFO - Saving checkpoint at 76 epochs 2022/08/15 05:46:43 - mmengine - INFO - Epoch(train) [77][100/3757] lr: 1.0000e-01 eta: 2 days, 10:03:47 time: 0.3096 data_time: 0.0125 memory: 9395 grad_norm: 2.1837 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.3702 loss: 3.3702 2022/08/15 05:47:15 - mmengine - INFO - Epoch(train) [77][200/3757] lr: 1.0000e-01 eta: 2 days, 10:03:17 time: 0.3091 data_time: 0.0132 memory: 9395 grad_norm: 2.2248 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9500 loss: 2.9500 2022/08/15 05:47:46 - mmengine - INFO - Epoch(train) [77][300/3757] lr: 1.0000e-01 eta: 2 days, 10:02:46 time: 0.3111 data_time: 0.0135 memory: 9395 grad_norm: 2.2369 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9589 loss: 2.9589 2022/08/15 05:48:17 - mmengine - INFO - Epoch(train) [77][400/3757] lr: 1.0000e-01 eta: 2 days, 10:02:15 time: 0.3083 data_time: 0.0137 memory: 9395 grad_norm: 2.1730 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0902 loss: 3.0902 2022/08/15 05:48:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 05:48:48 - mmengine - INFO - Epoch(train) [77][500/3757] lr: 1.0000e-01 eta: 2 days, 10:01:45 time: 0.3097 data_time: 0.0157 memory: 9395 grad_norm: 2.2358 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8605 loss: 2.8605 2022/08/15 05:49:19 - mmengine - INFO - Epoch(train) [77][600/3757] lr: 1.0000e-01 eta: 2 days, 10:01:14 time: 0.3087 data_time: 0.0129 memory: 9395 grad_norm: 2.1819 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9618 loss: 2.9618 2022/08/15 05:49:50 - mmengine - INFO - Epoch(train) [77][700/3757] lr: 1.0000e-01 eta: 2 days, 10:00:43 time: 0.3111 data_time: 0.0145 memory: 9395 grad_norm: 2.2359 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7631 loss: 2.7631 2022/08/15 05:50:21 - mmengine - INFO - Epoch(train) [77][800/3757] lr: 1.0000e-01 eta: 2 days, 10:00:13 time: 0.3126 data_time: 0.0132 memory: 9395 grad_norm: 2.2941 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0343 loss: 3.0343 2022/08/15 05:50:52 - mmengine - INFO - Epoch(train) [77][900/3757] lr: 1.0000e-01 eta: 2 days, 9:59:42 time: 0.3094 data_time: 0.0133 memory: 9395 grad_norm: 2.2894 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1396 loss: 3.1396 2022/08/15 05:51:23 - mmengine - INFO - Epoch(train) [77][1000/3757] lr: 1.0000e-01 eta: 2 days, 9:59:12 time: 0.3093 data_time: 0.0134 memory: 9395 grad_norm: 2.1849 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1503 loss: 3.1503 2022/08/15 05:51:54 - mmengine - INFO - Epoch(train) [77][1100/3757] lr: 1.0000e-01 eta: 2 days, 9:58:41 time: 0.3084 data_time: 0.0131 memory: 9395 grad_norm: 2.2065 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1212 loss: 3.1212 2022/08/15 05:52:25 - mmengine - INFO - Epoch(train) [77][1200/3757] lr: 1.0000e-01 eta: 2 days, 9:58:10 time: 0.3098 data_time: 0.0133 memory: 9395 grad_norm: 2.2014 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1833 loss: 3.1833 2022/08/15 05:52:57 - mmengine - INFO - Epoch(train) [77][1300/3757] lr: 1.0000e-01 eta: 2 days, 9:57:40 time: 0.3124 data_time: 0.0151 memory: 9395 grad_norm: 2.2465 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2877 loss: 3.2877 2022/08/15 05:53:28 - mmengine - INFO - Epoch(train) [77][1400/3757] lr: 1.0000e-01 eta: 2 days, 9:57:09 time: 0.3117 data_time: 0.0139 memory: 9395 grad_norm: 2.1647 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.0571 loss: 3.0571 2022/08/15 05:53:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 05:53:59 - mmengine - INFO - Epoch(train) [77][1500/3757] lr: 1.0000e-01 eta: 2 days, 9:56:39 time: 0.3110 data_time: 0.0144 memory: 9395 grad_norm: 2.2287 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1950 loss: 3.1950 2022/08/15 05:54:30 - mmengine - INFO - Epoch(train) [77][1600/3757] lr: 1.0000e-01 eta: 2 days, 9:56:08 time: 0.3097 data_time: 0.0151 memory: 9395 grad_norm: 2.1672 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1078 loss: 3.1078 2022/08/15 05:55:01 - mmengine - INFO - Epoch(train) [77][1700/3757] lr: 1.0000e-01 eta: 2 days, 9:55:37 time: 0.3099 data_time: 0.0144 memory: 9395 grad_norm: 2.2198 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1533 loss: 3.1533 2022/08/15 05:55:32 - mmengine - INFO - Epoch(train) [77][1800/3757] lr: 1.0000e-01 eta: 2 days, 9:55:07 time: 0.3095 data_time: 0.0142 memory: 9395 grad_norm: 2.1473 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1751 loss: 3.1751 2022/08/15 05:56:03 - mmengine - INFO - Epoch(train) [77][1900/3757] lr: 1.0000e-01 eta: 2 days, 9:54:36 time: 0.3093 data_time: 0.0137 memory: 9395 grad_norm: 2.2150 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.2376 loss: 3.2376 2022/08/15 05:56:34 - mmengine - INFO - Epoch(train) [77][2000/3757] lr: 1.0000e-01 eta: 2 days, 9:54:06 time: 0.3101 data_time: 0.0132 memory: 9395 grad_norm: 2.2365 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4197 loss: 3.4197 2022/08/15 05:57:05 - mmengine - INFO - Epoch(train) [77][2100/3757] lr: 1.0000e-01 eta: 2 days, 9:53:35 time: 0.3093 data_time: 0.0139 memory: 9395 grad_norm: 2.1711 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2421 loss: 3.2421 2022/08/15 05:57:36 - mmengine - INFO - Epoch(train) [77][2200/3757] lr: 1.0000e-01 eta: 2 days, 9:53:05 time: 0.3125 data_time: 0.0145 memory: 9395 grad_norm: 2.1999 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0645 loss: 3.0645 2022/08/15 05:58:08 - mmengine - INFO - Epoch(train) [77][2300/3757] lr: 1.0000e-01 eta: 2 days, 9:52:34 time: 0.3183 data_time: 0.0134 memory: 9395 grad_norm: 2.1927 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9493 loss: 2.9493 2022/08/15 05:58:39 - mmengine - INFO - Epoch(train) [77][2400/3757] lr: 1.0000e-01 eta: 2 days, 9:52:04 time: 0.3112 data_time: 0.0135 memory: 9395 grad_norm: 2.2507 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1231 loss: 3.1231 2022/08/15 05:59:00 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 05:59:10 - mmengine - INFO - Epoch(train) [77][2500/3757] lr: 1.0000e-01 eta: 2 days, 9:51:33 time: 0.3102 data_time: 0.0137 memory: 9395 grad_norm: 2.2159 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9675 loss: 2.9675 2022/08/15 05:59:41 - mmengine - INFO - Epoch(train) [77][2600/3757] lr: 1.0000e-01 eta: 2 days, 9:51:02 time: 0.3104 data_time: 0.0150 memory: 9395 grad_norm: 2.1782 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0633 loss: 3.0633 2022/08/15 06:00:16 - mmengine - INFO - Epoch(train) [77][2700/3757] lr: 1.0000e-01 eta: 2 days, 9:50:41 time: 0.3099 data_time: 0.0133 memory: 9395 grad_norm: 2.2264 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2649 loss: 3.2649 2022/08/15 06:00:47 - mmengine - INFO - Epoch(train) [77][2800/3757] lr: 1.0000e-01 eta: 2 days, 9:50:10 time: 0.3091 data_time: 0.0139 memory: 9395 grad_norm: 2.1790 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 3.0149 loss: 3.0149 2022/08/15 06:01:18 - mmengine - INFO - Epoch(train) [77][2900/3757] lr: 1.0000e-01 eta: 2 days, 9:49:39 time: 0.3104 data_time: 0.0143 memory: 9395 grad_norm: 2.2486 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9876 loss: 2.9876 2022/08/15 06:01:49 - mmengine - INFO - Epoch(train) [77][3000/3757] lr: 1.0000e-01 eta: 2 days, 9:49:09 time: 0.3089 data_time: 0.0135 memory: 9395 grad_norm: 2.2634 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8994 loss: 2.8994 2022/08/15 06:02:20 - mmengine - INFO - Epoch(train) [77][3100/3757] lr: 1.0000e-01 eta: 2 days, 9:48:38 time: 0.3138 data_time: 0.0141 memory: 9395 grad_norm: 2.1763 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0606 loss: 3.0606 2022/08/15 06:02:51 - mmengine - INFO - Epoch(train) [77][3200/3757] lr: 1.0000e-01 eta: 2 days, 9:48:08 time: 0.3101 data_time: 0.0139 memory: 9395 grad_norm: 2.2049 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2094 loss: 3.2094 2022/08/15 06:03:23 - mmengine - INFO - Epoch(train) [77][3300/3757] lr: 1.0000e-01 eta: 2 days, 9:47:38 time: 0.3098 data_time: 0.0153 memory: 9395 grad_norm: 2.2398 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0003 loss: 3.0003 2022/08/15 06:03:54 - mmengine - INFO - Epoch(train) [77][3400/3757] lr: 1.0000e-01 eta: 2 days, 9:47:07 time: 0.3088 data_time: 0.0134 memory: 9395 grad_norm: 2.1808 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0551 loss: 3.0551 2022/08/15 06:04:15 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 06:04:25 - mmengine - INFO - Epoch(train) [77][3500/3757] lr: 1.0000e-01 eta: 2 days, 9:46:37 time: 0.3097 data_time: 0.0134 memory: 9395 grad_norm: 2.1207 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.9095 loss: 2.9095 2022/08/15 06:04:56 - mmengine - INFO - Epoch(train) [77][3600/3757] lr: 1.0000e-01 eta: 2 days, 9:46:07 time: 0.3092 data_time: 0.0134 memory: 9395 grad_norm: 2.1787 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0312 loss: 3.0312 2022/08/15 06:05:27 - mmengine - INFO - Epoch(train) [77][3700/3757] lr: 1.0000e-01 eta: 2 days, 9:45:36 time: 0.3105 data_time: 0.0127 memory: 9395 grad_norm: 2.2337 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0667 loss: 3.0667 2022/08/15 06:05:45 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 06:05:45 - mmengine - INFO - Epoch(train) [77][3757/3757] lr: 1.0000e-01 eta: 2 days, 9:45:24 time: 0.3047 data_time: 0.0134 memory: 9395 grad_norm: 2.2413 top1_acc: 0.1429 top5_acc: 0.2857 loss_cls: 3.1737 loss: 3.1737 2022/08/15 06:06:18 - mmengine - INFO - Epoch(train) [78][100/3757] lr: 1.0000e-01 eta: 2 days, 9:44:39 time: 0.3101 data_time: 0.0136 memory: 9395 grad_norm: 2.2280 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9790 loss: 2.9790 2022/08/15 06:06:49 - mmengine - INFO - Epoch(train) [78][200/3757] lr: 1.0000e-01 eta: 2 days, 9:44:08 time: 0.3105 data_time: 0.0152 memory: 9395 grad_norm: 2.1411 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9866 loss: 2.9866 2022/08/15 06:07:20 - mmengine - INFO - Epoch(train) [78][300/3757] lr: 1.0000e-01 eta: 2 days, 9:43:38 time: 0.3181 data_time: 0.0131 memory: 9395 grad_norm: 2.1967 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0582 loss: 3.0582 2022/08/15 06:07:51 - mmengine - INFO - Epoch(train) [78][400/3757] lr: 1.0000e-01 eta: 2 days, 9:43:07 time: 0.3101 data_time: 0.0143 memory: 9395 grad_norm: 2.2252 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.9813 loss: 2.9813 2022/08/15 06:08:22 - mmengine - INFO - Epoch(train) [78][500/3757] lr: 1.0000e-01 eta: 2 days, 9:42:37 time: 0.3088 data_time: 0.0140 memory: 9395 grad_norm: 2.2485 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2651 loss: 3.2651 2022/08/15 06:08:53 - mmengine - INFO - Epoch(train) [78][600/3757] lr: 1.0000e-01 eta: 2 days, 9:42:06 time: 0.3100 data_time: 0.0149 memory: 9395 grad_norm: 2.1982 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7730 loss: 2.7730 2022/08/15 06:09:24 - mmengine - INFO - Epoch(train) [78][700/3757] lr: 1.0000e-01 eta: 2 days, 9:41:35 time: 0.3092 data_time: 0.0131 memory: 9395 grad_norm: 2.2034 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0584 loss: 3.0584 2022/08/15 06:09:28 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 06:09:55 - mmengine - INFO - Epoch(train) [78][800/3757] lr: 1.0000e-01 eta: 2 days, 9:41:05 time: 0.3096 data_time: 0.0137 memory: 9395 grad_norm: 2.2752 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7125 loss: 2.7125 2022/08/15 06:10:26 - mmengine - INFO - Epoch(train) [78][900/3757] lr: 1.0000e-01 eta: 2 days, 9:40:34 time: 0.3090 data_time: 0.0136 memory: 9395 grad_norm: 2.2609 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8280 loss: 2.8280 2022/08/15 06:10:58 - mmengine - INFO - Epoch(train) [78][1000/3757] lr: 1.0000e-01 eta: 2 days, 9:40:04 time: 0.3087 data_time: 0.0140 memory: 9395 grad_norm: 2.2359 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1101 loss: 3.1101 2022/08/15 06:11:29 - mmengine - INFO - Epoch(train) [78][1100/3757] lr: 1.0000e-01 eta: 2 days, 9:39:33 time: 0.3100 data_time: 0.0151 memory: 9395 grad_norm: 2.2381 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8076 loss: 2.8076 2022/08/15 06:12:00 - mmengine - INFO - Epoch(train) [78][1200/3757] lr: 1.0000e-01 eta: 2 days, 9:39:02 time: 0.3097 data_time: 0.0152 memory: 9395 grad_norm: 2.2008 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0971 loss: 3.0971 2022/08/15 06:12:31 - mmengine - INFO - Epoch(train) [78][1300/3757] lr: 1.0000e-01 eta: 2 days, 9:38:32 time: 0.3113 data_time: 0.0132 memory: 9395 grad_norm: 2.2049 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8951 loss: 2.8951 2022/08/15 06:13:02 - mmengine - INFO - Epoch(train) [78][1400/3757] lr: 1.0000e-01 eta: 2 days, 9:38:01 time: 0.3116 data_time: 0.0139 memory: 9395 grad_norm: 2.2420 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0530 loss: 3.0530 2022/08/15 06:13:33 - mmengine - INFO - Epoch(train) [78][1500/3757] lr: 1.0000e-01 eta: 2 days, 9:37:30 time: 0.3096 data_time: 0.0144 memory: 9395 grad_norm: 2.1972 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9414 loss: 2.9414 2022/08/15 06:14:04 - mmengine - INFO - Epoch(train) [78][1600/3757] lr: 1.0000e-01 eta: 2 days, 9:37:00 time: 0.3092 data_time: 0.0132 memory: 9395 grad_norm: 2.2019 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9008 loss: 2.9008 2022/08/15 06:14:35 - mmengine - INFO - Epoch(train) [78][1700/3757] lr: 1.0000e-01 eta: 2 days, 9:36:29 time: 0.3087 data_time: 0.0133 memory: 9395 grad_norm: 2.1786 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3218 loss: 3.3218 2022/08/15 06:14:39 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 06:15:06 - mmengine - INFO - Epoch(train) [78][1800/3757] lr: 1.0000e-01 eta: 2 days, 9:35:59 time: 0.3089 data_time: 0.0136 memory: 9395 grad_norm: 2.2099 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1929 loss: 3.1929 2022/08/15 06:15:37 - mmengine - INFO - Epoch(train) [78][1900/3757] lr: 1.0000e-01 eta: 2 days, 9:35:28 time: 0.3086 data_time: 0.0136 memory: 9395 grad_norm: 2.2434 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3694 loss: 3.3694 2022/08/15 06:16:09 - mmengine - INFO - Epoch(train) [78][2000/3757] lr: 1.0000e-01 eta: 2 days, 9:34:57 time: 0.3094 data_time: 0.0139 memory: 9395 grad_norm: 2.1498 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9223 loss: 2.9223 2022/08/15 06:16:40 - mmengine - INFO - Epoch(train) [78][2100/3757] lr: 1.0000e-01 eta: 2 days, 9:34:27 time: 0.3100 data_time: 0.0142 memory: 9395 grad_norm: 2.1854 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0725 loss: 3.0725 2022/08/15 06:17:11 - mmengine - INFO - Epoch(train) [78][2200/3757] lr: 1.0000e-01 eta: 2 days, 9:33:56 time: 0.3102 data_time: 0.0136 memory: 9395 grad_norm: 2.2737 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7356 loss: 2.7356 2022/08/15 06:17:42 - mmengine - INFO - Epoch(train) [78][2300/3757] lr: 1.0000e-01 eta: 2 days, 9:33:26 time: 0.3101 data_time: 0.0137 memory: 9395 grad_norm: 2.2048 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0734 loss: 3.0734 2022/08/15 06:18:13 - mmengine - INFO - Epoch(train) [78][2400/3757] lr: 1.0000e-01 eta: 2 days, 9:32:55 time: 0.3086 data_time: 0.0134 memory: 9395 grad_norm: 2.2217 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.6327 loss: 3.6327 2022/08/15 06:18:44 - mmengine - INFO - Epoch(train) [78][2500/3757] lr: 1.0000e-01 eta: 2 days, 9:32:25 time: 0.3118 data_time: 0.0134 memory: 9395 grad_norm: 2.2441 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2136 loss: 3.2136 2022/08/15 06:19:15 - mmengine - INFO - Epoch(train) [78][2600/3757] lr: 1.0000e-01 eta: 2 days, 9:31:54 time: 0.3097 data_time: 0.0143 memory: 9395 grad_norm: 2.1540 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1767 loss: 3.1767 2022/08/15 06:19:46 - mmengine - INFO - Epoch(train) [78][2700/3757] lr: 1.0000e-01 eta: 2 days, 9:31:24 time: 0.3098 data_time: 0.0140 memory: 9395 grad_norm: 2.1873 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9583 loss: 2.9583 2022/08/15 06:19:50 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 06:20:18 - mmengine - INFO - Epoch(train) [78][2800/3757] lr: 1.0000e-01 eta: 2 days, 9:30:53 time: 0.3102 data_time: 0.0139 memory: 9395 grad_norm: 2.3265 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1530 loss: 3.1530 2022/08/15 06:20:49 - mmengine - INFO - Epoch(train) [78][2900/3757] lr: 1.0000e-01 eta: 2 days, 9:30:23 time: 0.3087 data_time: 0.0137 memory: 9395 grad_norm: 2.2086 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9775 loss: 2.9775 2022/08/15 06:21:20 - mmengine - INFO - Epoch(train) [78][3000/3757] lr: 1.0000e-01 eta: 2 days, 9:29:52 time: 0.3128 data_time: 0.0146 memory: 9395 grad_norm: 2.1240 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.0340 loss: 3.0340 2022/08/15 06:21:51 - mmengine - INFO - Epoch(train) [78][3100/3757] lr: 1.0000e-01 eta: 2 days, 9:29:21 time: 0.3085 data_time: 0.0132 memory: 9395 grad_norm: 2.1980 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7526 loss: 2.7526 2022/08/15 06:22:22 - mmengine - INFO - Epoch(train) [78][3200/3757] lr: 1.0000e-01 eta: 2 days, 9:28:51 time: 0.3101 data_time: 0.0139 memory: 9395 grad_norm: 2.1900 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0978 loss: 3.0978 2022/08/15 06:22:53 - mmengine - INFO - Epoch(train) [78][3300/3757] lr: 1.0000e-01 eta: 2 days, 9:28:20 time: 0.3096 data_time: 0.0134 memory: 9395 grad_norm: 2.1774 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0560 loss: 3.0560 2022/08/15 06:23:24 - mmengine - INFO - Epoch(train) [78][3400/3757] lr: 1.0000e-01 eta: 2 days, 9:27:50 time: 0.3118 data_time: 0.0146 memory: 9395 grad_norm: 2.1880 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0460 loss: 3.0460 2022/08/15 06:23:55 - mmengine - INFO - Epoch(train) [78][3500/3757] lr: 1.0000e-01 eta: 2 days, 9:27:19 time: 0.3095 data_time: 0.0144 memory: 9395 grad_norm: 2.2029 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1009 loss: 3.1009 2022/08/15 06:24:26 - mmengine - INFO - Epoch(train) [78][3600/3757] lr: 1.0000e-01 eta: 2 days, 9:26:48 time: 0.3100 data_time: 0.0130 memory: 9395 grad_norm: 2.1621 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0276 loss: 3.0276 2022/08/15 06:24:58 - mmengine - INFO - Epoch(train) [78][3700/3757] lr: 1.0000e-01 eta: 2 days, 9:26:18 time: 0.3109 data_time: 0.0146 memory: 9395 grad_norm: 2.1990 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9212 loss: 2.9212 2022/08/15 06:25:01 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 06:25:15 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 06:25:15 - mmengine - INFO - Epoch(train) [78][3757/3757] lr: 1.0000e-01 eta: 2 days, 9:26:06 time: 0.3034 data_time: 0.0127 memory: 9395 grad_norm: 2.1926 top1_acc: 0.2857 top5_acc: 0.5714 loss_cls: 3.0472 loss: 3.0472 2022/08/15 06:25:48 - mmengine - INFO - Epoch(train) [79][100/3757] lr: 1.0000e-01 eta: 2 days, 9:25:21 time: 0.3095 data_time: 0.0133 memory: 9395 grad_norm: 2.2774 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8043 loss: 2.8043 2022/08/15 06:26:19 - mmengine - INFO - Epoch(train) [79][200/3757] lr: 1.0000e-01 eta: 2 days, 9:24:50 time: 0.3093 data_time: 0.0131 memory: 9395 grad_norm: 2.2293 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.2288 loss: 3.2288 2022/08/15 06:26:50 - mmengine - INFO - Epoch(train) [79][300/3757] lr: 1.0000e-01 eta: 2 days, 9:24:20 time: 0.3104 data_time: 0.0129 memory: 9395 grad_norm: 2.2669 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1745 loss: 3.1745 2022/08/15 06:27:21 - mmengine - INFO - Epoch(train) [79][400/3757] lr: 1.0000e-01 eta: 2 days, 9:23:50 time: 0.3100 data_time: 0.0137 memory: 9395 grad_norm: 2.1789 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8500 loss: 2.8500 2022/08/15 06:27:53 - mmengine - INFO - Epoch(train) [79][500/3757] lr: 1.0000e-01 eta: 2 days, 9:23:20 time: 0.3116 data_time: 0.0127 memory: 9395 grad_norm: 2.1922 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8617 loss: 2.8617 2022/08/15 06:28:24 - mmengine - INFO - Epoch(train) [79][600/3757] lr: 1.0000e-01 eta: 2 days, 9:22:49 time: 0.3106 data_time: 0.0140 memory: 9395 grad_norm: 2.2361 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0187 loss: 3.0187 2022/08/15 06:28:55 - mmengine - INFO - Epoch(train) [79][700/3757] lr: 1.0000e-01 eta: 2 days, 9:22:18 time: 0.3100 data_time: 0.0131 memory: 9395 grad_norm: 2.2339 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2472 loss: 3.2472 2022/08/15 06:29:26 - mmengine - INFO - Epoch(train) [79][800/3757] lr: 1.0000e-01 eta: 2 days, 9:21:47 time: 0.3087 data_time: 0.0138 memory: 9395 grad_norm: 2.2237 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9417 loss: 2.9417 2022/08/15 06:29:57 - mmengine - INFO - Epoch(train) [79][900/3757] lr: 1.0000e-01 eta: 2 days, 9:21:17 time: 0.3108 data_time: 0.0133 memory: 9395 grad_norm: 2.2539 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.1191 loss: 3.1191 2022/08/15 06:30:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 06:30:28 - mmengine - INFO - Epoch(train) [79][1000/3757] lr: 1.0000e-01 eta: 2 days, 9:20:47 time: 0.3098 data_time: 0.0131 memory: 9395 grad_norm: 2.2405 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9131 loss: 2.9131 2022/08/15 06:30:59 - mmengine - INFO - Epoch(train) [79][1100/3757] lr: 1.0000e-01 eta: 2 days, 9:20:16 time: 0.3117 data_time: 0.0139 memory: 9395 grad_norm: 2.2423 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9839 loss: 2.9839 2022/08/15 06:31:30 - mmengine - INFO - Epoch(train) [79][1200/3757] lr: 1.0000e-01 eta: 2 days, 9:19:45 time: 0.3103 data_time: 0.0138 memory: 9395 grad_norm: 2.2084 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9787 loss: 2.9787 2022/08/15 06:32:01 - mmengine - INFO - Epoch(train) [79][1300/3757] lr: 1.0000e-01 eta: 2 days, 9:19:15 time: 0.3103 data_time: 0.0132 memory: 9395 grad_norm: 2.2722 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3437 loss: 3.3437 2022/08/15 06:32:33 - mmengine - INFO - Epoch(train) [79][1400/3757] lr: 1.0000e-01 eta: 2 days, 9:18:44 time: 0.3103 data_time: 0.0140 memory: 9395 grad_norm: 2.2763 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8557 loss: 2.8557 2022/08/15 06:33:04 - mmengine - INFO - Epoch(train) [79][1500/3757] lr: 1.0000e-01 eta: 2 days, 9:18:14 time: 0.3093 data_time: 0.0134 memory: 9395 grad_norm: 2.2557 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2121 loss: 3.2121 2022/08/15 06:33:35 - mmengine - INFO - Epoch(train) [79][1600/3757] lr: 1.0000e-01 eta: 2 days, 9:17:43 time: 0.3118 data_time: 0.0142 memory: 9395 grad_norm: 2.1370 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1847 loss: 3.1847 2022/08/15 06:34:06 - mmengine - INFO - Epoch(train) [79][1700/3757] lr: 1.0000e-01 eta: 2 days, 9:17:13 time: 0.3088 data_time: 0.0140 memory: 9395 grad_norm: 2.2489 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1828 loss: 3.1828 2022/08/15 06:34:37 - mmengine - INFO - Epoch(train) [79][1800/3757] lr: 1.0000e-01 eta: 2 days, 9:16:42 time: 0.3103 data_time: 0.0137 memory: 9395 grad_norm: 2.2286 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2736 loss: 3.2736 2022/08/15 06:35:08 - mmengine - INFO - Epoch(train) [79][1900/3757] lr: 1.0000e-01 eta: 2 days, 9:16:11 time: 0.3081 data_time: 0.0137 memory: 9395 grad_norm: 2.2218 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9970 loss: 2.9970 2022/08/15 06:35:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 06:35:39 - mmengine - INFO - Epoch(train) [79][2000/3757] lr: 1.0000e-01 eta: 2 days, 9:15:41 time: 0.3095 data_time: 0.0127 memory: 9395 grad_norm: 2.1580 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 2.7773 loss: 2.7773 2022/08/15 06:36:10 - mmengine - INFO - Epoch(train) [79][2100/3757] lr: 1.0000e-01 eta: 2 days, 9:15:10 time: 0.3093 data_time: 0.0132 memory: 9395 grad_norm: 2.2017 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8655 loss: 2.8655 2022/08/15 06:36:42 - mmengine - INFO - Epoch(train) [79][2200/3757] lr: 1.0000e-01 eta: 2 days, 9:14:40 time: 0.3106 data_time: 0.0139 memory: 9395 grad_norm: 2.2861 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0708 loss: 3.0708 2022/08/15 06:37:13 - mmengine - INFO - Epoch(train) [79][2300/3757] lr: 1.0000e-01 eta: 2 days, 9:14:09 time: 0.3102 data_time: 0.0147 memory: 9395 grad_norm: 2.1654 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9341 loss: 2.9341 2022/08/15 06:37:44 - mmengine - INFO - Epoch(train) [79][2400/3757] lr: 1.0000e-01 eta: 2 days, 9:13:39 time: 0.3104 data_time: 0.0145 memory: 9395 grad_norm: 2.1556 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8841 loss: 2.8841 2022/08/15 06:38:15 - mmengine - INFO - Epoch(train) [79][2500/3757] lr: 1.0000e-01 eta: 2 days, 9:13:08 time: 0.3092 data_time: 0.0141 memory: 9395 grad_norm: 2.2253 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0634 loss: 3.0634 2022/08/15 06:38:46 - mmengine - INFO - Epoch(train) [79][2600/3757] lr: 1.0000e-01 eta: 2 days, 9:12:37 time: 0.3119 data_time: 0.0148 memory: 9395 grad_norm: 2.2669 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3330 loss: 3.3330 2022/08/15 06:39:17 - mmengine - INFO - Epoch(train) [79][2700/3757] lr: 1.0000e-01 eta: 2 days, 9:12:06 time: 0.3088 data_time: 0.0134 memory: 9395 grad_norm: 2.1972 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1732 loss: 3.1732 2022/08/15 06:39:48 - mmengine - INFO - Epoch(train) [79][2800/3757] lr: 1.0000e-01 eta: 2 days, 9:11:36 time: 0.3108 data_time: 0.0132 memory: 9395 grad_norm: 2.2142 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0755 loss: 3.0755 2022/08/15 06:40:19 - mmengine - INFO - Epoch(train) [79][2900/3757] lr: 1.0000e-01 eta: 2 days, 9:11:05 time: 0.3086 data_time: 0.0127 memory: 9395 grad_norm: 2.2080 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3501 loss: 3.3501 2022/08/15 06:40:36 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 06:40:50 - mmengine - INFO - Epoch(train) [79][3000/3757] lr: 1.0000e-01 eta: 2 days, 9:10:35 time: 0.3105 data_time: 0.0143 memory: 9395 grad_norm: 2.1583 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0459 loss: 3.0459 2022/08/15 06:41:22 - mmengine - INFO - Epoch(train) [79][3100/3757] lr: 1.0000e-01 eta: 2 days, 9:10:04 time: 0.3115 data_time: 0.0136 memory: 9395 grad_norm: 2.2736 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2157 loss: 3.2157 2022/08/15 06:41:53 - mmengine - INFO - Epoch(train) [79][3200/3757] lr: 1.0000e-01 eta: 2 days, 9:09:34 time: 0.3120 data_time: 0.0143 memory: 9395 grad_norm: 2.2166 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1511 loss: 3.1511 2022/08/15 06:42:24 - mmengine - INFO - Epoch(train) [79][3300/3757] lr: 1.0000e-01 eta: 2 days, 9:09:03 time: 0.3111 data_time: 0.0136 memory: 9395 grad_norm: 2.2604 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0915 loss: 3.0915 2022/08/15 06:42:55 - mmengine - INFO - Epoch(train) [79][3400/3757] lr: 1.0000e-01 eta: 2 days, 9:08:33 time: 0.3093 data_time: 0.0131 memory: 9395 grad_norm: 2.1538 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9385 loss: 2.9385 2022/08/15 06:43:26 - mmengine - INFO - Epoch(train) [79][3500/3757] lr: 1.0000e-01 eta: 2 days, 9:08:02 time: 0.3106 data_time: 0.0130 memory: 9395 grad_norm: 2.2708 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1466 loss: 3.1466 2022/08/15 06:43:57 - mmengine - INFO - Epoch(train) [79][3600/3757] lr: 1.0000e-01 eta: 2 days, 9:07:31 time: 0.3085 data_time: 0.0135 memory: 9395 grad_norm: 2.2537 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2708 loss: 3.2708 2022/08/15 06:44:28 - mmengine - INFO - Epoch(train) [79][3700/3757] lr: 1.0000e-01 eta: 2 days, 9:07:01 time: 0.3086 data_time: 0.0146 memory: 9395 grad_norm: 2.2127 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2041 loss: 3.2041 2022/08/15 06:44:46 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 06:44:46 - mmengine - INFO - Epoch(train) [79][3757/3757] lr: 1.0000e-01 eta: 2 days, 9:06:49 time: 0.3057 data_time: 0.0140 memory: 9395 grad_norm: 2.2412 top1_acc: 0.2857 top5_acc: 0.5714 loss_cls: 3.1480 loss: 3.1480 2022/08/15 06:45:19 - mmengine - INFO - Epoch(train) [80][100/3757] lr: 1.0000e-01 eta: 2 days, 9:06:04 time: 0.3095 data_time: 0.0140 memory: 9395 grad_norm: 2.3107 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0035 loss: 3.0035 2022/08/15 06:45:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 06:45:50 - mmengine - INFO - Epoch(train) [80][200/3757] lr: 1.0000e-01 eta: 2 days, 9:05:34 time: 0.3082 data_time: 0.0131 memory: 9395 grad_norm: 2.2300 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2409 loss: 3.2409 2022/08/15 06:46:21 - mmengine - INFO - Epoch(train) [80][300/3757] lr: 1.0000e-01 eta: 2 days, 9:05:03 time: 0.3082 data_time: 0.0133 memory: 9395 grad_norm: 2.3039 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9729 loss: 2.9729 2022/08/15 06:46:52 - mmengine - INFO - Epoch(train) [80][400/3757] lr: 1.0000e-01 eta: 2 days, 9:04:32 time: 0.3116 data_time: 0.0142 memory: 9395 grad_norm: 2.2640 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8017 loss: 2.8017 2022/08/15 06:47:23 - mmengine - INFO - Epoch(train) [80][500/3757] lr: 1.0000e-01 eta: 2 days, 9:04:02 time: 0.3154 data_time: 0.0139 memory: 9395 grad_norm: 2.1862 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9616 loss: 2.9616 2022/08/15 06:47:54 - mmengine - INFO - Epoch(train) [80][600/3757] lr: 1.0000e-01 eta: 2 days, 9:03:31 time: 0.3113 data_time: 0.0129 memory: 9395 grad_norm: 2.1733 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0374 loss: 3.0374 2022/08/15 06:48:25 - mmengine - INFO - Epoch(train) [80][700/3757] lr: 1.0000e-01 eta: 2 days, 9:03:01 time: 0.3092 data_time: 0.0134 memory: 9395 grad_norm: 2.2935 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1133 loss: 3.1133 2022/08/15 06:48:56 - mmengine - INFO - Epoch(train) [80][800/3757] lr: 1.0000e-01 eta: 2 days, 9:02:30 time: 0.3095 data_time: 0.0147 memory: 9395 grad_norm: 2.2671 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8573 loss: 2.8573 2022/08/15 06:49:27 - mmengine - INFO - Epoch(train) [80][900/3757] lr: 1.0000e-01 eta: 2 days, 9:01:59 time: 0.3105 data_time: 0.0138 memory: 9395 grad_norm: 2.2342 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1440 loss: 3.1440 2022/08/15 06:49:59 - mmengine - INFO - Epoch(train) [80][1000/3757] lr: 1.0000e-01 eta: 2 days, 9:01:29 time: 0.3091 data_time: 0.0139 memory: 9395 grad_norm: 2.1887 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0693 loss: 3.0693 2022/08/15 06:50:30 - mmengine - INFO - Epoch(train) [80][1100/3757] lr: 1.0000e-01 eta: 2 days, 9:00:58 time: 0.3101 data_time: 0.0139 memory: 9395 grad_norm: 2.1644 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0716 loss: 3.0716 2022/08/15 06:51:00 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 06:51:01 - mmengine - INFO - Epoch(train) [80][1200/3757] lr: 1.0000e-01 eta: 2 days, 9:00:28 time: 0.3095 data_time: 0.0135 memory: 9395 grad_norm: 2.1677 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0329 loss: 3.0329 2022/08/15 06:51:32 - mmengine - INFO - Epoch(train) [80][1300/3757] lr: 1.0000e-01 eta: 2 days, 8:59:57 time: 0.3100 data_time: 0.0140 memory: 9395 grad_norm: 2.1985 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3017 loss: 3.3017 2022/08/15 06:52:03 - mmengine - INFO - Epoch(train) [80][1400/3757] lr: 1.0000e-01 eta: 2 days, 8:59:26 time: 0.3095 data_time: 0.0138 memory: 9395 grad_norm: 2.2210 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8785 loss: 2.8785 2022/08/15 06:52:34 - mmengine - INFO - Epoch(train) [80][1500/3757] lr: 1.0000e-01 eta: 2 days, 8:58:56 time: 0.3133 data_time: 0.0146 memory: 9395 grad_norm: 2.1487 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2973 loss: 3.2973 2022/08/15 06:53:05 - mmengine - INFO - Epoch(train) [80][1600/3757] lr: 1.0000e-01 eta: 2 days, 8:58:25 time: 0.3097 data_time: 0.0135 memory: 9395 grad_norm: 2.2431 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0093 loss: 3.0093 2022/08/15 06:53:36 - mmengine - INFO - Epoch(train) [80][1700/3757] lr: 1.0000e-01 eta: 2 days, 8:57:55 time: 0.3100 data_time: 0.0144 memory: 9395 grad_norm: 2.2052 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4001 loss: 3.4001 2022/08/15 06:54:07 - mmengine - INFO - Epoch(train) [80][1800/3757] lr: 1.0000e-01 eta: 2 days, 8:57:24 time: 0.3108 data_time: 0.0130 memory: 9395 grad_norm: 2.2361 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.2733 loss: 3.2733 2022/08/15 06:54:39 - mmengine - INFO - Epoch(train) [80][1900/3757] lr: 1.0000e-01 eta: 2 days, 8:56:54 time: 0.3095 data_time: 0.0140 memory: 9395 grad_norm: 2.2526 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0935 loss: 3.0935 2022/08/15 06:55:10 - mmengine - INFO - Epoch(train) [80][2000/3757] lr: 1.0000e-01 eta: 2 days, 8:56:23 time: 0.3094 data_time: 0.0131 memory: 9395 grad_norm: 2.2115 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3522 loss: 3.3522 2022/08/15 06:55:41 - mmengine - INFO - Epoch(train) [80][2100/3757] lr: 1.0000e-01 eta: 2 days, 8:55:53 time: 0.3086 data_time: 0.0132 memory: 9395 grad_norm: 2.1897 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2184 loss: 3.2184 2022/08/15 06:56:11 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 06:56:12 - mmengine - INFO - Epoch(train) [80][2200/3757] lr: 1.0000e-01 eta: 2 days, 8:55:22 time: 0.3106 data_time: 0.0141 memory: 9395 grad_norm: 2.2742 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9950 loss: 2.9950 2022/08/15 06:56:43 - mmengine - INFO - Epoch(train) [80][2300/3757] lr: 1.0000e-01 eta: 2 days, 8:54:51 time: 0.3109 data_time: 0.0147 memory: 9395 grad_norm: 2.2319 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9734 loss: 2.9734 2022/08/15 06:57:14 - mmengine - INFO - Epoch(train) [80][2400/3757] lr: 1.0000e-01 eta: 2 days, 8:54:21 time: 0.3095 data_time: 0.0141 memory: 9395 grad_norm: 2.3031 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.3039 loss: 3.3039 2022/08/15 06:57:45 - mmengine - INFO - Epoch(train) [80][2500/3757] lr: 1.0000e-01 eta: 2 days, 8:53:50 time: 0.3113 data_time: 0.0136 memory: 9395 grad_norm: 2.2916 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0830 loss: 3.0830 2022/08/15 06:58:16 - mmengine - INFO - Epoch(train) [80][2600/3757] lr: 1.0000e-01 eta: 2 days, 8:53:19 time: 0.3110 data_time: 0.0148 memory: 9395 grad_norm: 2.2052 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0410 loss: 3.0410 2022/08/15 06:58:48 - mmengine - INFO - Epoch(train) [80][2700/3757] lr: 1.0000e-01 eta: 2 days, 8:52:49 time: 0.3151 data_time: 0.0136 memory: 9395 grad_norm: 2.1383 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2874 loss: 3.2874 2022/08/15 06:59:19 - mmengine - INFO - Epoch(train) [80][2800/3757] lr: 1.0000e-01 eta: 2 days, 8:52:18 time: 0.3095 data_time: 0.0139 memory: 9395 grad_norm: 2.1680 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7589 loss: 2.7589 2022/08/15 06:59:50 - mmengine - INFO - Epoch(train) [80][2900/3757] lr: 1.0000e-01 eta: 2 days, 8:51:48 time: 0.3094 data_time: 0.0138 memory: 9395 grad_norm: 2.1470 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9148 loss: 2.9148 2022/08/15 07:00:21 - mmengine - INFO - Epoch(train) [80][3000/3757] lr: 1.0000e-01 eta: 2 days, 8:51:17 time: 0.3098 data_time: 0.0136 memory: 9395 grad_norm: 2.2143 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.9781 loss: 2.9781 2022/08/15 07:00:52 - mmengine - INFO - Epoch(train) [80][3100/3757] lr: 1.0000e-01 eta: 2 days, 8:50:47 time: 0.3089 data_time: 0.0130 memory: 9395 grad_norm: 2.1907 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9679 loss: 2.9679 2022/08/15 07:01:22 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 07:01:23 - mmengine - INFO - Epoch(train) [80][3200/3757] lr: 1.0000e-01 eta: 2 days, 8:50:16 time: 0.3125 data_time: 0.0148 memory: 9395 grad_norm: 2.1633 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9393 loss: 2.9393 2022/08/15 07:01:54 - mmengine - INFO - Epoch(train) [80][3300/3757] lr: 1.0000e-01 eta: 2 days, 8:49:46 time: 0.3099 data_time: 0.0139 memory: 9395 grad_norm: 2.2121 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8164 loss: 2.8164 2022/08/15 07:02:26 - mmengine - INFO - Epoch(train) [80][3400/3757] lr: 1.0000e-01 eta: 2 days, 8:49:15 time: 0.3110 data_time: 0.0138 memory: 9395 grad_norm: 2.2559 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 3.0261 loss: 3.0261 2022/08/15 07:02:57 - mmengine - INFO - Epoch(train) [80][3500/3757] lr: 1.0000e-01 eta: 2 days, 8:48:44 time: 0.3090 data_time: 0.0144 memory: 9395 grad_norm: 2.2371 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.2527 loss: 3.2527 2022/08/15 07:03:28 - mmengine - INFO - Epoch(train) [80][3600/3757] lr: 1.0000e-01 eta: 2 days, 8:48:14 time: 0.3097 data_time: 0.0136 memory: 9395 grad_norm: 2.1874 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9127 loss: 2.9127 2022/08/15 07:03:59 - mmengine - INFO - Epoch(train) [80][3700/3757] lr: 1.0000e-01 eta: 2 days, 8:47:43 time: 0.3104 data_time: 0.0132 memory: 9395 grad_norm: 2.1919 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9259 loss: 2.9259 2022/08/15 07:04:17 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 07:04:17 - mmengine - INFO - Epoch(train) [80][3757/3757] lr: 1.0000e-01 eta: 2 days, 8:47:31 time: 0.3041 data_time: 0.0135 memory: 9395 grad_norm: 2.2608 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 2.8787 loss: 2.8787 2022/08/15 07:04:17 - mmengine - INFO - Saving checkpoint at 80 epochs 2022/08/15 07:04:36 - mmengine - INFO - Epoch(val) [80][100/310] eta: 0:00:38 time: 0.1817 data_time: 0.0874 memory: 1523 2022/08/15 07:04:54 - mmengine - INFO - Epoch(val) [80][200/310] eta: 0:00:17 time: 0.1556 data_time: 0.0632 memory: 1523 2022/08/15 07:05:10 - mmengine - INFO - Epoch(val) [80][300/310] eta: 0:00:01 time: 0.1540 data_time: 0.0628 memory: 1523 2022/08/15 07:05:13 - mmengine - INFO - Epoch(val) [80][310/310] acc/top1: 0.3625 acc/top5: 0.6370 acc/mean1: 0.3624 2022/08/15 07:05:46 - mmengine - INFO - Epoch(train) [81][100/3757] lr: 1.0000e-01 eta: 2 days, 8:46:48 time: 0.3093 data_time: 0.0135 memory: 9395 grad_norm: 2.2143 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2310 loss: 3.2310 2022/08/15 07:06:17 - mmengine - INFO - Epoch(train) [81][200/3757] lr: 1.0000e-01 eta: 2 days, 8:46:17 time: 0.3101 data_time: 0.0158 memory: 9395 grad_norm: 2.2005 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8311 loss: 2.8311 2022/08/15 07:06:48 - mmengine - INFO - Epoch(train) [81][300/3757] lr: 1.0000e-01 eta: 2 days, 8:45:46 time: 0.3086 data_time: 0.0128 memory: 9395 grad_norm: 2.2774 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1084 loss: 3.1084 2022/08/15 07:07:19 - mmengine - INFO - Epoch(train) [81][400/3757] lr: 1.0000e-01 eta: 2 days, 8:45:16 time: 0.3091 data_time: 0.0130 memory: 9395 grad_norm: 2.1892 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0000 loss: 3.0000 2022/08/15 07:07:32 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 07:07:50 - mmengine - INFO - Epoch(train) [81][500/3757] lr: 1.0000e-01 eta: 2 days, 8:44:45 time: 0.3094 data_time: 0.0136 memory: 9395 grad_norm: 2.2124 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8441 loss: 2.8441 2022/08/15 07:08:21 - mmengine - INFO - Epoch(train) [81][600/3757] lr: 1.0000e-01 eta: 2 days, 8:44:14 time: 0.3096 data_time: 0.0140 memory: 9395 grad_norm: 2.2699 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9924 loss: 2.9924 2022/08/15 07:08:53 - mmengine - INFO - Epoch(train) [81][700/3757] lr: 1.0000e-01 eta: 2 days, 8:43:43 time: 0.3084 data_time: 0.0137 memory: 9395 grad_norm: 2.1455 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1171 loss: 3.1171 2022/08/15 07:09:24 - mmengine - INFO - Epoch(train) [81][800/3757] lr: 1.0000e-01 eta: 2 days, 8:43:13 time: 0.3083 data_time: 0.0139 memory: 9395 grad_norm: 2.2214 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3020 loss: 3.3020 2022/08/15 07:09:55 - mmengine - INFO - Epoch(train) [81][900/3757] lr: 1.0000e-01 eta: 2 days, 8:42:42 time: 0.3107 data_time: 0.0144 memory: 9395 grad_norm: 2.1278 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9220 loss: 2.9220 2022/08/15 07:10:26 - mmengine - INFO - Epoch(train) [81][1000/3757] lr: 1.0000e-01 eta: 2 days, 8:42:11 time: 0.3091 data_time: 0.0126 memory: 9395 grad_norm: 2.2147 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.2051 loss: 3.2051 2022/08/15 07:10:57 - mmengine - INFO - Epoch(train) [81][1100/3757] lr: 1.0000e-01 eta: 2 days, 8:41:41 time: 0.3110 data_time: 0.0143 memory: 9395 grad_norm: 2.2143 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3259 loss: 3.3259 2022/08/15 07:11:28 - mmengine - INFO - Epoch(train) [81][1200/3757] lr: 1.0000e-01 eta: 2 days, 8:41:10 time: 0.3099 data_time: 0.0148 memory: 9395 grad_norm: 2.3077 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2710 loss: 3.2710 2022/08/15 07:11:59 - mmengine - INFO - Epoch(train) [81][1300/3757] lr: 1.0000e-01 eta: 2 days, 8:40:39 time: 0.3116 data_time: 0.0133 memory: 9395 grad_norm: 2.2809 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2769 loss: 3.2769 2022/08/15 07:12:30 - mmengine - INFO - Epoch(train) [81][1400/3757] lr: 1.0000e-01 eta: 2 days, 8:40:09 time: 0.3086 data_time: 0.0137 memory: 9395 grad_norm: 2.2671 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.0469 loss: 3.0469 2022/08/15 07:12:43 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 07:13:01 - mmengine - INFO - Epoch(train) [81][1500/3757] lr: 1.0000e-01 eta: 2 days, 8:39:38 time: 0.3090 data_time: 0.0131 memory: 9395 grad_norm: 2.1882 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0594 loss: 3.0594 2022/08/15 07:13:32 - mmengine - INFO - Epoch(train) [81][1600/3757] lr: 1.0000e-01 eta: 2 days, 8:39:07 time: 0.3092 data_time: 0.0137 memory: 9395 grad_norm: 2.2220 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8975 loss: 2.8975 2022/08/15 07:14:03 - mmengine - INFO - Epoch(train) [81][1700/3757] lr: 1.0000e-01 eta: 2 days, 8:38:37 time: 0.3097 data_time: 0.0136 memory: 9395 grad_norm: 2.2136 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4684 loss: 3.4684 2022/08/15 07:14:35 - mmengine - INFO - Epoch(train) [81][1800/3757] lr: 1.0000e-01 eta: 2 days, 8:38:06 time: 0.3099 data_time: 0.0132 memory: 9395 grad_norm: 2.2428 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.0955 loss: 3.0955 2022/08/15 07:15:06 - mmengine - INFO - Epoch(train) [81][1900/3757] lr: 1.0000e-01 eta: 2 days, 8:37:36 time: 0.3137 data_time: 0.0140 memory: 9395 grad_norm: 2.2959 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3463 loss: 3.3463 2022/08/15 07:15:37 - mmengine - INFO - Epoch(train) [81][2000/3757] lr: 1.0000e-01 eta: 2 days, 8:37:05 time: 0.3097 data_time: 0.0134 memory: 9395 grad_norm: 2.1656 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1897 loss: 3.1897 2022/08/15 07:16:08 - mmengine - INFO - Epoch(train) [81][2100/3757] lr: 1.0000e-01 eta: 2 days, 8:36:35 time: 0.3109 data_time: 0.0143 memory: 9395 grad_norm: 2.2543 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.0913 loss: 3.0913 2022/08/15 07:16:39 - mmengine - INFO - Epoch(train) [81][2200/3757] lr: 1.0000e-01 eta: 2 days, 8:36:04 time: 0.3092 data_time: 0.0129 memory: 9395 grad_norm: 2.1431 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9954 loss: 2.9954 2022/08/15 07:17:10 - mmengine - INFO - Epoch(train) [81][2300/3757] lr: 1.0000e-01 eta: 2 days, 8:35:34 time: 0.3092 data_time: 0.0134 memory: 9395 grad_norm: 2.2793 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1638 loss: 3.1638 2022/08/15 07:17:41 - mmengine - INFO - Epoch(train) [81][2400/3757] lr: 1.0000e-01 eta: 2 days, 8:35:03 time: 0.3090 data_time: 0.0134 memory: 9395 grad_norm: 2.1875 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0675 loss: 3.0675 2022/08/15 07:17:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 07:18:12 - mmengine - INFO - Epoch(train) [81][2500/3757] lr: 1.0000e-01 eta: 2 days, 8:34:32 time: 0.3088 data_time: 0.0131 memory: 9395 grad_norm: 2.2346 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0943 loss: 3.0943 2022/08/15 07:18:43 - mmengine - INFO - Epoch(train) [81][2600/3757] lr: 1.0000e-01 eta: 2 days, 8:34:01 time: 0.3092 data_time: 0.0133 memory: 9395 grad_norm: 2.2571 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0955 loss: 3.0955 2022/08/15 07:19:15 - mmengine - INFO - Epoch(train) [81][2700/3757] lr: 1.0000e-01 eta: 2 days, 8:33:31 time: 0.3097 data_time: 0.0135 memory: 9395 grad_norm: 2.2254 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3795 loss: 3.3795 2022/08/15 07:19:46 - mmengine - INFO - Epoch(train) [81][2800/3757] lr: 1.0000e-01 eta: 2 days, 8:33:01 time: 0.3100 data_time: 0.0142 memory: 9395 grad_norm: 2.1365 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0003 loss: 3.0003 2022/08/15 07:20:17 - mmengine - INFO - Epoch(train) [81][2900/3757] lr: 1.0000e-01 eta: 2 days, 8:32:30 time: 0.3092 data_time: 0.0132 memory: 9395 grad_norm: 2.2052 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1315 loss: 3.1315 2022/08/15 07:20:48 - mmengine - INFO - Epoch(train) [81][3000/3757] lr: 1.0000e-01 eta: 2 days, 8:31:59 time: 0.3107 data_time: 0.0149 memory: 9395 grad_norm: 2.1891 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2247 loss: 3.2247 2022/08/15 07:21:19 - mmengine - INFO - Epoch(train) [81][3100/3757] lr: 1.0000e-01 eta: 2 days, 8:31:29 time: 0.3093 data_time: 0.0145 memory: 9395 grad_norm: 2.2610 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.2228 loss: 3.2228 2022/08/15 07:21:50 - mmengine - INFO - Epoch(train) [81][3200/3757] lr: 1.0000e-01 eta: 2 days, 8:30:58 time: 0.3098 data_time: 0.0141 memory: 9395 grad_norm: 2.2170 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6751 loss: 2.6751 2022/08/15 07:22:21 - mmengine - INFO - Epoch(train) [81][3300/3757] lr: 1.0000e-01 eta: 2 days, 8:30:27 time: 0.3087 data_time: 0.0134 memory: 9395 grad_norm: 2.2071 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9942 loss: 2.9942 2022/08/15 07:22:52 - mmengine - INFO - Epoch(train) [81][3400/3757] lr: 1.0000e-01 eta: 2 days, 8:29:57 time: 0.3091 data_time: 0.0129 memory: 9395 grad_norm: 2.2488 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.0405 loss: 3.0405 2022/08/15 07:23:05 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 07:23:23 - mmengine - INFO - Epoch(train) [81][3500/3757] lr: 1.0000e-01 eta: 2 days, 8:29:26 time: 0.3093 data_time: 0.0131 memory: 9395 grad_norm: 2.1971 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4145 loss: 3.4145 2022/08/15 07:23:55 - mmengine - INFO - Epoch(train) [81][3600/3757] lr: 1.0000e-01 eta: 2 days, 8:28:55 time: 0.3105 data_time: 0.0140 memory: 9395 grad_norm: 2.2340 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0271 loss: 3.0271 2022/08/15 07:24:26 - mmengine - INFO - Epoch(train) [81][3700/3757] lr: 1.0000e-01 eta: 2 days, 8:28:25 time: 0.3092 data_time: 0.0152 memory: 9395 grad_norm: 2.2345 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1260 loss: 3.1260 2022/08/15 07:24:43 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 07:24:43 - mmengine - INFO - Epoch(train) [81][3757/3757] lr: 1.0000e-01 eta: 2 days, 8:28:13 time: 0.3039 data_time: 0.0132 memory: 9395 grad_norm: 2.1331 top1_acc: 0.2857 top5_acc: 0.5714 loss_cls: 3.1287 loss: 3.1287 2022/08/15 07:25:16 - mmengine - INFO - Epoch(train) [82][100/3757] lr: 1.0000e-01 eta: 2 days, 8:27:29 time: 0.3105 data_time: 0.0138 memory: 9395 grad_norm: 2.1638 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9227 loss: 2.9227 2022/08/15 07:25:47 - mmengine - INFO - Epoch(train) [82][200/3757] lr: 1.0000e-01 eta: 2 days, 8:26:58 time: 0.3099 data_time: 0.0134 memory: 9395 grad_norm: 2.2066 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1448 loss: 3.1448 2022/08/15 07:26:18 - mmengine - INFO - Epoch(train) [82][300/3757] lr: 1.0000e-01 eta: 2 days, 8:26:27 time: 0.3086 data_time: 0.0138 memory: 9395 grad_norm: 2.2459 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.0314 loss: 3.0314 2022/08/15 07:26:49 - mmengine - INFO - Epoch(train) [82][400/3757] lr: 1.0000e-01 eta: 2 days, 8:25:57 time: 0.3105 data_time: 0.0143 memory: 9395 grad_norm: 2.1906 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1041 loss: 3.1041 2022/08/15 07:27:20 - mmengine - INFO - Epoch(train) [82][500/3757] lr: 1.0000e-01 eta: 2 days, 8:25:26 time: 0.3087 data_time: 0.0139 memory: 9395 grad_norm: 2.2806 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1680 loss: 3.1680 2022/08/15 07:27:52 - mmengine - INFO - Epoch(train) [82][600/3757] lr: 1.0000e-01 eta: 2 days, 8:24:55 time: 0.3093 data_time: 0.0134 memory: 9395 grad_norm: 2.2125 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0859 loss: 3.0859 2022/08/15 07:28:17 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 07:28:23 - mmengine - INFO - Epoch(train) [82][700/3757] lr: 1.0000e-01 eta: 2 days, 8:24:25 time: 0.3088 data_time: 0.0136 memory: 9395 grad_norm: 2.2582 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0992 loss: 3.0992 2022/08/15 07:28:54 - mmengine - INFO - Epoch(train) [82][800/3757] lr: 1.0000e-01 eta: 2 days, 8:23:54 time: 0.3091 data_time: 0.0137 memory: 9395 grad_norm: 2.2006 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9420 loss: 2.9420 2022/08/15 07:29:25 - mmengine - INFO - Epoch(train) [82][900/3757] lr: 1.0000e-01 eta: 2 days, 8:23:23 time: 0.3094 data_time: 0.0132 memory: 9395 grad_norm: 2.2060 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0559 loss: 3.0559 2022/08/15 07:29:56 - mmengine - INFO - Epoch(train) [82][1000/3757] lr: 1.0000e-01 eta: 2 days, 8:22:53 time: 0.3096 data_time: 0.0147 memory: 9395 grad_norm: 2.2326 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8331 loss: 2.8331 2022/08/15 07:30:27 - mmengine - INFO - Epoch(train) [82][1100/3757] lr: 1.0000e-01 eta: 2 days, 8:22:22 time: 0.3099 data_time: 0.0143 memory: 9395 grad_norm: 2.2539 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3472 loss: 3.3472 2022/08/15 07:30:58 - mmengine - INFO - Epoch(train) [82][1200/3757] lr: 1.0000e-01 eta: 2 days, 8:21:52 time: 0.3108 data_time: 0.0137 memory: 9395 grad_norm: 2.1497 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2466 loss: 3.2466 2022/08/15 07:31:29 - mmengine - INFO - Epoch(train) [82][1300/3757] lr: 1.0000e-01 eta: 2 days, 8:21:21 time: 0.3082 data_time: 0.0136 memory: 9395 grad_norm: 2.2175 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0115 loss: 3.0115 2022/08/15 07:32:00 - mmengine - INFO - Epoch(train) [82][1400/3757] lr: 1.0000e-01 eta: 2 days, 8:20:50 time: 0.3127 data_time: 0.0149 memory: 9395 grad_norm: 2.2592 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8788 loss: 2.8788 2022/08/15 07:32:31 - mmengine - INFO - Epoch(train) [82][1500/3757] lr: 1.0000e-01 eta: 2 days, 8:20:20 time: 0.3103 data_time: 0.0148 memory: 9395 grad_norm: 2.2615 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9609 loss: 2.9609 2022/08/15 07:33:03 - mmengine - INFO - Epoch(train) [82][1600/3757] lr: 1.0000e-01 eta: 2 days, 8:19:49 time: 0.3094 data_time: 0.0136 memory: 9395 grad_norm: 2.2063 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9233 loss: 2.9233 2022/08/15 07:33:28 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 07:33:34 - mmengine - INFO - Epoch(train) [82][1700/3757] lr: 1.0000e-01 eta: 2 days, 8:19:18 time: 0.3093 data_time: 0.0143 memory: 9395 grad_norm: 2.2822 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9896 loss: 2.9896 2022/08/15 07:34:05 - mmengine - INFO - Epoch(train) [82][1800/3757] lr: 1.0000e-01 eta: 2 days, 8:18:48 time: 0.3090 data_time: 0.0136 memory: 9395 grad_norm: 2.2074 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6744 loss: 2.6744 2022/08/15 07:34:36 - mmengine - INFO - Epoch(train) [82][1900/3757] lr: 1.0000e-01 eta: 2 days, 8:18:17 time: 0.3103 data_time: 0.0141 memory: 9395 grad_norm: 2.2228 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4102 loss: 3.4102 2022/08/15 07:35:07 - mmengine - INFO - Epoch(train) [82][2000/3757] lr: 1.0000e-01 eta: 2 days, 8:17:47 time: 0.3112 data_time: 0.0139 memory: 9395 grad_norm: 2.2958 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1955 loss: 3.1955 2022/08/15 07:35:38 - mmengine - INFO - Epoch(train) [82][2100/3757] lr: 1.0000e-01 eta: 2 days, 8:17:16 time: 0.3088 data_time: 0.0134 memory: 9395 grad_norm: 2.1759 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3224 loss: 3.3224 2022/08/15 07:36:09 - mmengine - INFO - Epoch(train) [82][2200/3757] lr: 1.0000e-01 eta: 2 days, 8:16:46 time: 0.3113 data_time: 0.0149 memory: 9395 grad_norm: 2.2464 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.0098 loss: 3.0098 2022/08/15 07:36:40 - mmengine - INFO - Epoch(train) [82][2300/3757] lr: 1.0000e-01 eta: 2 days, 8:16:15 time: 0.3097 data_time: 0.0141 memory: 9395 grad_norm: 2.1419 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8334 loss: 2.8334 2022/08/15 07:37:11 - mmengine - INFO - Epoch(train) [82][2400/3757] lr: 1.0000e-01 eta: 2 days, 8:15:44 time: 0.3102 data_time: 0.0126 memory: 9395 grad_norm: 2.1852 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0953 loss: 3.0953 2022/08/15 07:37:43 - mmengine - INFO - Epoch(train) [82][2500/3757] lr: 1.0000e-01 eta: 2 days, 8:15:14 time: 0.3092 data_time: 0.0139 memory: 9395 grad_norm: 2.2500 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2410 loss: 3.2410 2022/08/15 07:38:14 - mmengine - INFO - Epoch(train) [82][2600/3757] lr: 1.0000e-01 eta: 2 days, 8:14:43 time: 0.3089 data_time: 0.0135 memory: 9395 grad_norm: 2.2289 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0689 loss: 3.0689 2022/08/15 07:38:40 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 07:38:45 - mmengine - INFO - Epoch(train) [82][2700/3757] lr: 1.0000e-01 eta: 2 days, 8:14:12 time: 0.3095 data_time: 0.0143 memory: 9395 grad_norm: 2.1795 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0092 loss: 3.0092 2022/08/15 07:39:16 - mmengine - INFO - Epoch(train) [82][2800/3757] lr: 1.0000e-01 eta: 2 days, 8:13:42 time: 0.3124 data_time: 0.0139 memory: 9395 grad_norm: 2.1774 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1237 loss: 3.1237 2022/08/15 07:39:47 - mmengine - INFO - Epoch(train) [82][2900/3757] lr: 1.0000e-01 eta: 2 days, 8:13:12 time: 0.3124 data_time: 0.0147 memory: 9395 grad_norm: 2.2285 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9984 loss: 2.9984 2022/08/15 07:40:18 - mmengine - INFO - Epoch(train) [82][3000/3757] lr: 1.0000e-01 eta: 2 days, 8:12:41 time: 0.3101 data_time: 0.0166 memory: 9395 grad_norm: 2.2335 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1341 loss: 3.1341 2022/08/15 07:40:50 - mmengine - INFO - Epoch(train) [82][3100/3757] lr: 1.0000e-01 eta: 2 days, 8:12:11 time: 0.3123 data_time: 0.0174 memory: 9395 grad_norm: 2.2882 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0677 loss: 3.0677 2022/08/15 07:41:21 - mmengine - INFO - Epoch(train) [82][3200/3757] lr: 1.0000e-01 eta: 2 days, 8:11:40 time: 0.3123 data_time: 0.0171 memory: 9395 grad_norm: 2.2740 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1285 loss: 3.1285 2022/08/15 07:41:52 - mmengine - INFO - Epoch(train) [82][3300/3757] lr: 1.0000e-01 eta: 2 days, 8:11:10 time: 0.3102 data_time: 0.0175 memory: 9395 grad_norm: 2.1606 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1839 loss: 3.1839 2022/08/15 07:42:23 - mmengine - INFO - Epoch(train) [82][3400/3757] lr: 1.0000e-01 eta: 2 days, 8:10:40 time: 0.3106 data_time: 0.0173 memory: 9395 grad_norm: 2.2288 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7234 loss: 2.7234 2022/08/15 07:42:55 - mmengine - INFO - Epoch(train) [82][3500/3757] lr: 1.0000e-01 eta: 2 days, 8:10:09 time: 0.3099 data_time: 0.0172 memory: 9395 grad_norm: 2.1601 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8872 loss: 2.8872 2022/08/15 07:43:26 - mmengine - INFO - Epoch(train) [82][3600/3757] lr: 1.0000e-01 eta: 2 days, 8:09:39 time: 0.3099 data_time: 0.0177 memory: 9395 grad_norm: 2.1932 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2583 loss: 3.2583 2022/08/15 07:43:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 07:43:57 - mmengine - INFO - Epoch(train) [82][3700/3757] lr: 1.0000e-01 eta: 2 days, 8:09:08 time: 0.3134 data_time: 0.0187 memory: 9395 grad_norm: 2.2259 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9360 loss: 2.9360 2022/08/15 07:44:15 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 07:44:15 - mmengine - INFO - Epoch(train) [82][3757/3757] lr: 1.0000e-01 eta: 2 days, 8:08:56 time: 0.3046 data_time: 0.0166 memory: 9395 grad_norm: 2.2108 top1_acc: 0.0000 top5_acc: 0.4286 loss_cls: 3.1266 loss: 3.1266 2022/08/15 07:44:47 - mmengine - INFO - Epoch(train) [83][100/3757] lr: 1.0000e-01 eta: 2 days, 8:08:13 time: 0.3111 data_time: 0.0172 memory: 9395 grad_norm: 2.2270 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0328 loss: 3.0328 2022/08/15 07:45:19 - mmengine - INFO - Epoch(train) [83][200/3757] lr: 1.0000e-01 eta: 2 days, 8:07:42 time: 0.3125 data_time: 0.0183 memory: 9395 grad_norm: 2.3235 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2982 loss: 3.2982 2022/08/15 07:45:50 - mmengine - INFO - Epoch(train) [83][300/3757] lr: 1.0000e-01 eta: 2 days, 8:07:12 time: 0.3114 data_time: 0.0179 memory: 9395 grad_norm: 2.2516 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1123 loss: 3.1123 2022/08/15 07:46:21 - mmengine - INFO - Epoch(train) [83][400/3757] lr: 1.0000e-01 eta: 2 days, 8:06:41 time: 0.3108 data_time: 0.0182 memory: 9395 grad_norm: 2.3042 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1178 loss: 3.1178 2022/08/15 07:46:52 - mmengine - INFO - Epoch(train) [83][500/3757] lr: 1.0000e-01 eta: 2 days, 8:06:11 time: 0.3116 data_time: 0.0179 memory: 9395 grad_norm: 2.2109 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8599 loss: 2.8599 2022/08/15 07:47:23 - mmengine - INFO - Epoch(train) [83][600/3757] lr: 1.0000e-01 eta: 2 days, 8:05:40 time: 0.3099 data_time: 0.0171 memory: 9395 grad_norm: 2.2178 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1754 loss: 3.1754 2022/08/15 07:47:55 - mmengine - INFO - Epoch(train) [83][700/3757] lr: 1.0000e-01 eta: 2 days, 8:05:10 time: 0.3106 data_time: 0.0167 memory: 9395 grad_norm: 2.2772 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8444 loss: 2.8444 2022/08/15 07:48:26 - mmengine - INFO - Epoch(train) [83][800/3757] lr: 1.0000e-01 eta: 2 days, 8:04:40 time: 0.3109 data_time: 0.0167 memory: 9395 grad_norm: 2.3175 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7241 loss: 2.7241 2022/08/15 07:48:57 - mmengine - INFO - Epoch(train) [83][900/3757] lr: 1.0000e-01 eta: 2 days, 8:04:10 time: 0.3100 data_time: 0.0171 memory: 9395 grad_norm: 2.2144 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9208 loss: 2.9208 2022/08/15 07:49:05 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 07:49:28 - mmengine - INFO - Epoch(train) [83][1000/3757] lr: 1.0000e-01 eta: 2 days, 8:03:39 time: 0.3122 data_time: 0.0199 memory: 9395 grad_norm: 2.2303 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0595 loss: 3.0595 2022/08/15 07:50:00 - mmengine - INFO - Epoch(train) [83][1100/3757] lr: 1.0000e-01 eta: 2 days, 8:03:09 time: 0.3126 data_time: 0.0197 memory: 9395 grad_norm: 2.2271 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3443 loss: 3.3443 2022/08/15 07:50:31 - mmengine - INFO - Epoch(train) [83][1200/3757] lr: 1.0000e-01 eta: 2 days, 8:02:38 time: 0.3122 data_time: 0.0182 memory: 9395 grad_norm: 2.2335 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9710 loss: 2.9710 2022/08/15 07:51:02 - mmengine - INFO - Epoch(train) [83][1300/3757] lr: 1.0000e-01 eta: 2 days, 8:02:08 time: 0.3108 data_time: 0.0166 memory: 9395 grad_norm: 2.2071 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1197 loss: 3.1197 2022/08/15 07:51:33 - mmengine - INFO - Epoch(train) [83][1400/3757] lr: 1.0000e-01 eta: 2 days, 8:01:37 time: 0.3104 data_time: 0.0182 memory: 9395 grad_norm: 2.2722 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9692 loss: 2.9692 2022/08/15 07:52:04 - mmengine - INFO - Epoch(train) [83][1500/3757] lr: 1.0000e-01 eta: 2 days, 8:01:07 time: 0.3106 data_time: 0.0181 memory: 9395 grad_norm: 2.2161 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9423 loss: 2.9423 2022/08/15 07:52:36 - mmengine - INFO - Epoch(train) [83][1600/3757] lr: 1.0000e-01 eta: 2 days, 8:00:36 time: 0.3102 data_time: 0.0170 memory: 9395 grad_norm: 2.2155 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1699 loss: 3.1699 2022/08/15 07:53:07 - mmengine - INFO - Epoch(train) [83][1700/3757] lr: 1.0000e-01 eta: 2 days, 8:00:06 time: 0.3094 data_time: 0.0170 memory: 9395 grad_norm: 2.2889 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9945 loss: 2.9945 2022/08/15 07:53:38 - mmengine - INFO - Epoch(train) [83][1800/3757] lr: 1.0000e-01 eta: 2 days, 7:59:36 time: 0.3112 data_time: 0.0174 memory: 9395 grad_norm: 2.2183 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.0836 loss: 3.0836 2022/08/15 07:54:09 - mmengine - INFO - Epoch(train) [83][1900/3757] lr: 1.0000e-01 eta: 2 days, 7:59:05 time: 0.3107 data_time: 0.0177 memory: 9395 grad_norm: 2.2285 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.1264 loss: 3.1264 2022/08/15 07:54:17 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 07:54:40 - mmengine - INFO - Epoch(train) [83][2000/3757] lr: 1.0000e-01 eta: 2 days, 7:58:35 time: 0.3130 data_time: 0.0176 memory: 9395 grad_norm: 2.2344 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.3757 loss: 3.3757 2022/08/15 07:55:12 - mmengine - INFO - Epoch(train) [83][2100/3757] lr: 1.0000e-01 eta: 2 days, 7:58:05 time: 0.3139 data_time: 0.0180 memory: 9395 grad_norm: 2.2036 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9927 loss: 2.9927 2022/08/15 07:55:43 - mmengine - INFO - Epoch(train) [83][2200/3757] lr: 1.0000e-01 eta: 2 days, 7:57:34 time: 0.3120 data_time: 0.0184 memory: 9395 grad_norm: 2.2231 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1167 loss: 3.1167 2022/08/15 07:56:14 - mmengine - INFO - Epoch(train) [83][2300/3757] lr: 1.0000e-01 eta: 2 days, 7:57:04 time: 0.3105 data_time: 0.0167 memory: 9395 grad_norm: 2.2384 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2762 loss: 3.2762 2022/08/15 07:56:45 - mmengine - INFO - Epoch(train) [83][2400/3757] lr: 1.0000e-01 eta: 2 days, 7:56:33 time: 0.3110 data_time: 0.0168 memory: 9395 grad_norm: 2.2067 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8494 loss: 2.8494 2022/08/15 07:57:17 - mmengine - INFO - Epoch(train) [83][2500/3757] lr: 1.0000e-01 eta: 2 days, 7:56:03 time: 0.3116 data_time: 0.0170 memory: 9395 grad_norm: 2.1926 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1314 loss: 3.1314 2022/08/15 07:57:48 - mmengine - INFO - Epoch(train) [83][2600/3757] lr: 1.0000e-01 eta: 2 days, 7:55:33 time: 0.3100 data_time: 0.0176 memory: 9395 grad_norm: 2.2120 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0797 loss: 3.0797 2022/08/15 07:58:19 - mmengine - INFO - Epoch(train) [83][2700/3757] lr: 1.0000e-01 eta: 2 days, 7:55:02 time: 0.3127 data_time: 0.0179 memory: 9395 grad_norm: 2.1679 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9097 loss: 2.9097 2022/08/15 07:58:50 - mmengine - INFO - Epoch(train) [83][2800/3757] lr: 1.0000e-01 eta: 2 days, 7:54:32 time: 0.3118 data_time: 0.0179 memory: 9395 grad_norm: 2.2666 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8592 loss: 2.8592 2022/08/15 07:59:22 - mmengine - INFO - Epoch(train) [83][2900/3757] lr: 1.0000e-01 eta: 2 days, 7:54:02 time: 0.3144 data_time: 0.0175 memory: 9395 grad_norm: 2.1706 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0568 loss: 3.0568 2022/08/15 07:59:30 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 07:59:53 - mmengine - INFO - Epoch(train) [83][3000/3757] lr: 1.0000e-01 eta: 2 days, 7:53:32 time: 0.3113 data_time: 0.0174 memory: 9395 grad_norm: 2.2660 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0760 loss: 3.0760 2022/08/15 08:00:24 - mmengine - INFO - Epoch(train) [83][3100/3757] lr: 1.0000e-01 eta: 2 days, 7:53:01 time: 0.3101 data_time: 0.0174 memory: 9395 grad_norm: 2.2667 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8505 loss: 2.8505 2022/08/15 08:00:55 - mmengine - INFO - Epoch(train) [83][3200/3757] lr: 1.0000e-01 eta: 2 days, 7:52:31 time: 0.3111 data_time: 0.0177 memory: 9395 grad_norm: 2.1595 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0974 loss: 3.0974 2022/08/15 08:01:27 - mmengine - INFO - Epoch(train) [83][3300/3757] lr: 1.0000e-01 eta: 2 days, 7:52:01 time: 0.3115 data_time: 0.0187 memory: 9395 grad_norm: 2.1749 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.2109 loss: 3.2109 2022/08/15 08:01:58 - mmengine - INFO - Epoch(train) [83][3400/3757] lr: 1.0000e-01 eta: 2 days, 7:51:30 time: 0.3098 data_time: 0.0173 memory: 9395 grad_norm: 2.2396 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3408 loss: 3.3408 2022/08/15 08:02:29 - mmengine - INFO - Epoch(train) [83][3500/3757] lr: 1.0000e-01 eta: 2 days, 7:51:00 time: 0.3114 data_time: 0.0179 memory: 9395 grad_norm: 2.2453 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.1345 loss: 3.1345 2022/08/15 08:03:00 - mmengine - INFO - Epoch(train) [83][3600/3757] lr: 1.0000e-01 eta: 2 days, 7:50:30 time: 0.3103 data_time: 0.0168 memory: 9395 grad_norm: 2.2064 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0403 loss: 3.0403 2022/08/15 08:03:32 - mmengine - INFO - Epoch(train) [83][3700/3757] lr: 1.0000e-01 eta: 2 days, 7:49:59 time: 0.3143 data_time: 0.0192 memory: 9395 grad_norm: 2.2032 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0340 loss: 3.0340 2022/08/15 08:03:50 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 08:03:50 - mmengine - INFO - Epoch(train) [83][3757/3757] lr: 1.0000e-01 eta: 2 days, 7:49:47 time: 0.3133 data_time: 0.0184 memory: 9395 grad_norm: 2.2437 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 3.1557 loss: 3.1557 2022/08/15 08:04:23 - mmengine - INFO - Epoch(train) [84][100/3757] lr: 1.0000e-01 eta: 2 days, 7:49:06 time: 0.3135 data_time: 0.0168 memory: 9395 grad_norm: 2.1790 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1947 loss: 3.1947 2022/08/15 08:04:45 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 08:04:55 - mmengine - INFO - Epoch(train) [84][200/3757] lr: 1.0000e-01 eta: 2 days, 7:48:35 time: 0.3099 data_time: 0.0178 memory: 9395 grad_norm: 2.2370 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8796 loss: 2.8796 2022/08/15 08:05:26 - mmengine - INFO - Epoch(train) [84][300/3757] lr: 1.0000e-01 eta: 2 days, 7:48:05 time: 0.3091 data_time: 0.0172 memory: 9395 grad_norm: 2.2150 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4101 loss: 3.4101 2022/08/15 08:05:57 - mmengine - INFO - Epoch(train) [84][400/3757] lr: 1.0000e-01 eta: 2 days, 7:47:35 time: 0.3103 data_time: 0.0175 memory: 9395 grad_norm: 2.2371 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9899 loss: 2.9899 2022/08/15 08:06:28 - mmengine - INFO - Epoch(train) [84][500/3757] lr: 1.0000e-01 eta: 2 days, 7:47:04 time: 0.3112 data_time: 0.0164 memory: 9395 grad_norm: 2.2119 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9419 loss: 2.9419 2022/08/15 08:06:59 - mmengine - INFO - Epoch(train) [84][600/3757] lr: 1.0000e-01 eta: 2 days, 7:46:34 time: 0.3122 data_time: 0.0177 memory: 9395 grad_norm: 2.2332 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9819 loss: 2.9819 2022/08/15 08:07:31 - mmengine - INFO - Epoch(train) [84][700/3757] lr: 1.0000e-01 eta: 2 days, 7:46:03 time: 0.3117 data_time: 0.0185 memory: 9395 grad_norm: 2.2335 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.3873 loss: 3.3873 2022/08/15 08:08:02 - mmengine - INFO - Epoch(train) [84][800/3757] lr: 1.0000e-01 eta: 2 days, 7:45:33 time: 0.3113 data_time: 0.0169 memory: 9395 grad_norm: 2.1836 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8052 loss: 2.8052 2022/08/15 08:08:33 - mmengine - INFO - Epoch(train) [84][900/3757] lr: 1.0000e-01 eta: 2 days, 7:45:03 time: 0.3125 data_time: 0.0186 memory: 9395 grad_norm: 2.1909 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7619 loss: 2.7619 2022/08/15 08:09:05 - mmengine - INFO - Epoch(train) [84][1000/3757] lr: 1.0000e-01 eta: 2 days, 7:44:33 time: 0.3111 data_time: 0.0167 memory: 9395 grad_norm: 2.1924 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0003 loss: 3.0003 2022/08/15 08:09:36 - mmengine - INFO - Epoch(train) [84][1100/3757] lr: 1.0000e-01 eta: 2 days, 7:44:02 time: 0.3094 data_time: 0.0168 memory: 9395 grad_norm: 2.2670 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.2220 loss: 3.2220 2022/08/15 08:09:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 08:10:07 - mmengine - INFO - Epoch(train) [84][1200/3757] lr: 1.0000e-01 eta: 2 days, 7:43:32 time: 0.3104 data_time: 0.0178 memory: 9395 grad_norm: 2.2440 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0805 loss: 3.0805 2022/08/15 08:10:38 - mmengine - INFO - Epoch(train) [84][1300/3757] lr: 1.0000e-01 eta: 2 days, 7:43:02 time: 0.3103 data_time: 0.0173 memory: 9395 grad_norm: 2.1805 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1140 loss: 3.1140 2022/08/15 08:11:10 - mmengine - INFO - Epoch(train) [84][1400/3757] lr: 1.0000e-01 eta: 2 days, 7:42:31 time: 0.3102 data_time: 0.0187 memory: 9395 grad_norm: 2.2011 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1422 loss: 3.1422 2022/08/15 08:11:41 - mmengine - INFO - Epoch(train) [84][1500/3757] lr: 1.0000e-01 eta: 2 days, 7:42:01 time: 0.3130 data_time: 0.0174 memory: 9395 grad_norm: 2.1970 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1230 loss: 3.1230 2022/08/15 08:12:12 - mmengine - INFO - Epoch(train) [84][1600/3757] lr: 1.0000e-01 eta: 2 days, 7:41:31 time: 0.3150 data_time: 0.0178 memory: 9395 grad_norm: 2.1691 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.3594 loss: 3.3594 2022/08/15 08:12:43 - mmengine - INFO - Epoch(train) [84][1700/3757] lr: 1.0000e-01 eta: 2 days, 7:41:00 time: 0.3102 data_time: 0.0169 memory: 9395 grad_norm: 2.1749 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.0122 loss: 3.0122 2022/08/15 08:13:15 - mmengine - INFO - Epoch(train) [84][1800/3757] lr: 1.0000e-01 eta: 2 days, 7:40:30 time: 0.3138 data_time: 0.0182 memory: 9395 grad_norm: 2.2448 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2664 loss: 3.2664 2022/08/15 08:13:46 - mmengine - INFO - Epoch(train) [84][1900/3757] lr: 1.0000e-01 eta: 2 days, 7:40:00 time: 0.3099 data_time: 0.0170 memory: 9395 grad_norm: 2.2579 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8267 loss: 2.8267 2022/08/15 08:14:17 - mmengine - INFO - Epoch(train) [84][2000/3757] lr: 1.0000e-01 eta: 2 days, 7:39:30 time: 0.3112 data_time: 0.0178 memory: 9395 grad_norm: 2.1473 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9570 loss: 2.9570 2022/08/15 08:14:49 - mmengine - INFO - Epoch(train) [84][2100/3757] lr: 1.0000e-01 eta: 2 days, 7:38:59 time: 0.3104 data_time: 0.0168 memory: 9395 grad_norm: 2.1858 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9289 loss: 2.9289 2022/08/15 08:15:10 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 08:15:20 - mmengine - INFO - Epoch(train) [84][2200/3757] lr: 1.0000e-01 eta: 2 days, 7:38:29 time: 0.3126 data_time: 0.0184 memory: 9395 grad_norm: 2.1611 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9880 loss: 2.9880 2022/08/15 08:15:51 - mmengine - INFO - Epoch(train) [84][2300/3757] lr: 1.0000e-01 eta: 2 days, 7:37:59 time: 0.3119 data_time: 0.0171 memory: 9395 grad_norm: 2.2138 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9265 loss: 2.9265 2022/08/15 08:16:22 - mmengine - INFO - Epoch(train) [84][2400/3757] lr: 1.0000e-01 eta: 2 days, 7:37:28 time: 0.3112 data_time: 0.0170 memory: 9395 grad_norm: 2.2291 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9071 loss: 2.9071 2022/08/15 08:16:54 - mmengine - INFO - Epoch(train) [84][2500/3757] lr: 1.0000e-01 eta: 2 days, 7:36:58 time: 0.3119 data_time: 0.0182 memory: 9395 grad_norm: 2.2571 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4698 loss: 3.4698 2022/08/15 08:17:25 - mmengine - INFO - Epoch(train) [84][2600/3757] lr: 1.0000e-01 eta: 2 days, 7:36:28 time: 0.3095 data_time: 0.0197 memory: 9395 grad_norm: 2.2190 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1427 loss: 3.1427 2022/08/15 08:17:56 - mmengine - INFO - Epoch(train) [84][2700/3757] lr: 1.0000e-01 eta: 2 days, 7:35:57 time: 0.3109 data_time: 0.0173 memory: 9395 grad_norm: 2.2514 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0730 loss: 3.0730 2022/08/15 08:18:27 - mmengine - INFO - Epoch(train) [84][2800/3757] lr: 1.0000e-01 eta: 2 days, 7:35:27 time: 0.3105 data_time: 0.0174 memory: 9395 grad_norm: 2.1758 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.1071 loss: 3.1071 2022/08/15 08:18:59 - mmengine - INFO - Epoch(train) [84][2900/3757] lr: 1.0000e-01 eta: 2 days, 7:34:57 time: 0.3094 data_time: 0.0170 memory: 9395 grad_norm: 2.2459 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.1626 loss: 3.1626 2022/08/15 08:19:30 - mmengine - INFO - Epoch(train) [84][3000/3757] lr: 1.0000e-01 eta: 2 days, 7:34:26 time: 0.3095 data_time: 0.0182 memory: 9395 grad_norm: 2.2932 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2188 loss: 3.2188 2022/08/15 08:20:01 - mmengine - INFO - Epoch(train) [84][3100/3757] lr: 1.0000e-01 eta: 2 days, 7:33:56 time: 0.3091 data_time: 0.0168 memory: 9395 grad_norm: 2.1734 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9830 loss: 2.9830 2022/08/15 08:20:23 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 08:20:32 - mmengine - INFO - Epoch(train) [84][3200/3757] lr: 1.0000e-01 eta: 2 days, 7:33:26 time: 0.3131 data_time: 0.0191 memory: 9395 grad_norm: 2.2599 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0766 loss: 3.0766 2022/08/15 08:21:04 - mmengine - INFO - Epoch(train) [84][3300/3757] lr: 1.0000e-01 eta: 2 days, 7:32:55 time: 0.3106 data_time: 0.0181 memory: 9395 grad_norm: 2.2469 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.8450 loss: 2.8450 2022/08/15 08:21:35 - mmengine - INFO - Epoch(train) [84][3400/3757] lr: 1.0000e-01 eta: 2 days, 7:32:25 time: 0.3123 data_time: 0.0166 memory: 9395 grad_norm: 2.1533 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0968 loss: 3.0968 2022/08/15 08:22:06 - mmengine - INFO - Epoch(train) [84][3500/3757] lr: 1.0000e-01 eta: 2 days, 7:31:54 time: 0.3098 data_time: 0.0184 memory: 9395 grad_norm: 2.1352 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1157 loss: 3.1157 2022/08/15 08:22:37 - mmengine - INFO - Epoch(train) [84][3600/3757] lr: 1.0000e-01 eta: 2 days, 7:31:24 time: 0.3116 data_time: 0.0173 memory: 9395 grad_norm: 2.2696 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2803 loss: 3.2803 2022/08/15 08:23:08 - mmengine - INFO - Epoch(train) [84][3700/3757] lr: 1.0000e-01 eta: 2 days, 7:30:53 time: 0.3115 data_time: 0.0174 memory: 9395 grad_norm: 2.1574 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8983 loss: 2.8983 2022/08/15 08:23:26 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 08:23:26 - mmengine - INFO - Epoch(train) [84][3757/3757] lr: 1.0000e-01 eta: 2 days, 7:30:41 time: 0.3044 data_time: 0.0177 memory: 9395 grad_norm: 2.1629 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 3.0769 loss: 3.0769 2022/08/15 08:23:26 - mmengine - INFO - Saving checkpoint at 84 epochs 2022/08/15 08:24:00 - mmengine - INFO - Epoch(train) [85][100/3757] lr: 1.0000e-01 eta: 2 days, 7:29:57 time: 0.3101 data_time: 0.0172 memory: 9395 grad_norm: 2.2457 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0470 loss: 3.0470 2022/08/15 08:24:31 - mmengine - INFO - Epoch(train) [85][200/3757] lr: 1.0000e-01 eta: 2 days, 7:29:27 time: 0.3116 data_time: 0.0176 memory: 9395 grad_norm: 2.2543 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1262 loss: 3.1262 2022/08/15 08:25:02 - mmengine - INFO - Epoch(train) [85][300/3757] lr: 1.0000e-01 eta: 2 days, 7:28:56 time: 0.3111 data_time: 0.0172 memory: 9395 grad_norm: 2.2244 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2596 loss: 3.2596 2022/08/15 08:25:34 - mmengine - INFO - Epoch(train) [85][400/3757] lr: 1.0000e-01 eta: 2 days, 7:28:26 time: 0.3133 data_time: 0.0180 memory: 9395 grad_norm: 2.2297 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0386 loss: 3.0386 2022/08/15 08:25:37 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 08:26:05 - mmengine - INFO - Epoch(train) [85][500/3757] lr: 1.0000e-01 eta: 2 days, 7:27:56 time: 0.3139 data_time: 0.0170 memory: 9395 grad_norm: 2.2113 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0853 loss: 3.0853 2022/08/15 08:26:36 - mmengine - INFO - Epoch(train) [85][600/3757] lr: 1.0000e-01 eta: 2 days, 7:27:25 time: 0.3120 data_time: 0.0183 memory: 9395 grad_norm: 2.2129 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4638 loss: 3.4638 2022/08/15 08:27:07 - mmengine - INFO - Epoch(train) [85][700/3757] lr: 1.0000e-01 eta: 2 days, 7:26:55 time: 0.3108 data_time: 0.0168 memory: 9395 grad_norm: 2.2227 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.0838 loss: 3.0838 2022/08/15 08:27:39 - mmengine - INFO - Epoch(train) [85][800/3757] lr: 1.0000e-01 eta: 2 days, 7:26:24 time: 0.3096 data_time: 0.0168 memory: 9395 grad_norm: 2.2195 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0224 loss: 3.0224 2022/08/15 08:28:10 - mmengine - INFO - Epoch(train) [85][900/3757] lr: 1.0000e-01 eta: 2 days, 7:25:54 time: 0.3101 data_time: 0.0166 memory: 9395 grad_norm: 2.2124 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0878 loss: 3.0878 2022/08/15 08:28:41 - mmengine - INFO - Epoch(train) [85][1000/3757] lr: 1.0000e-01 eta: 2 days, 7:25:24 time: 0.3105 data_time: 0.0168 memory: 9395 grad_norm: 2.2074 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9513 loss: 2.9513 2022/08/15 08:29:15 - mmengine - INFO - Epoch(train) [85][1100/3757] lr: 1.0000e-01 eta: 2 days, 7:24:59 time: 0.4593 data_time: 0.0175 memory: 9395 grad_norm: 2.2798 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0110 loss: 3.0110 2022/08/15 08:29:46 - mmengine - INFO - Epoch(train) [85][1200/3757] lr: 1.0000e-01 eta: 2 days, 7:24:29 time: 0.3104 data_time: 0.0172 memory: 9395 grad_norm: 2.1876 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7435 loss: 2.7435 2022/08/15 08:30:18 - mmengine - INFO - Epoch(train) [85][1300/3757] lr: 1.0000e-01 eta: 2 days, 7:23:59 time: 0.3106 data_time: 0.0165 memory: 9395 grad_norm: 2.2251 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.0902 loss: 3.0902 2022/08/15 08:30:49 - mmengine - INFO - Epoch(train) [85][1400/3757] lr: 1.0000e-01 eta: 2 days, 7:23:28 time: 0.3104 data_time: 0.0172 memory: 9395 grad_norm: 2.2281 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0562 loss: 3.0562 2022/08/15 08:30:53 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 08:31:20 - mmengine - INFO - Epoch(train) [85][1500/3757] lr: 1.0000e-01 eta: 2 days, 7:22:58 time: 0.3107 data_time: 0.0169 memory: 9395 grad_norm: 2.2710 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2182 loss: 3.2182 2022/08/15 08:31:51 - mmengine - INFO - Epoch(train) [85][1600/3757] lr: 1.0000e-01 eta: 2 days, 7:22:28 time: 0.3117 data_time: 0.0184 memory: 9395 grad_norm: 2.1978 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9880 loss: 2.9880 2022/08/15 08:32:23 - mmengine - INFO - Epoch(train) [85][1700/3757] lr: 1.0000e-01 eta: 2 days, 7:21:57 time: 0.3104 data_time: 0.0170 memory: 9395 grad_norm: 2.2333 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2417 loss: 3.2417 2022/08/15 08:32:54 - mmengine - INFO - Epoch(train) [85][1800/3757] lr: 1.0000e-01 eta: 2 days, 7:21:27 time: 0.3121 data_time: 0.0183 memory: 9395 grad_norm: 2.1910 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2163 loss: 3.2163 2022/08/15 08:33:25 - mmengine - INFO - Epoch(train) [85][1900/3757] lr: 1.0000e-01 eta: 2 days, 7:20:56 time: 0.3118 data_time: 0.0190 memory: 9395 grad_norm: 2.1979 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7393 loss: 2.7393 2022/08/15 08:33:57 - mmengine - INFO - Epoch(train) [85][2000/3757] lr: 1.0000e-01 eta: 2 days, 7:20:26 time: 0.3166 data_time: 0.0179 memory: 9395 grad_norm: 2.2641 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2436 loss: 3.2436 2022/08/15 08:34:28 - mmengine - INFO - Epoch(train) [85][2100/3757] lr: 1.0000e-01 eta: 2 days, 7:19:56 time: 0.3102 data_time: 0.0168 memory: 9395 grad_norm: 2.2079 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.8220 loss: 2.8220 2022/08/15 08:34:59 - mmengine - INFO - Epoch(train) [85][2200/3757] lr: 1.0000e-01 eta: 2 days, 7:19:26 time: 0.3122 data_time: 0.0168 memory: 9395 grad_norm: 2.2445 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9373 loss: 2.9373 2022/08/15 08:35:30 - mmengine - INFO - Epoch(train) [85][2300/3757] lr: 1.0000e-01 eta: 2 days, 7:18:55 time: 0.3110 data_time: 0.0177 memory: 9395 grad_norm: 2.2039 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9738 loss: 2.9738 2022/08/15 08:36:02 - mmengine - INFO - Epoch(train) [85][2400/3757] lr: 1.0000e-01 eta: 2 days, 7:18:25 time: 0.3108 data_time: 0.0172 memory: 9395 grad_norm: 2.3171 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9598 loss: 2.9598 2022/08/15 08:36:05 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 08:36:33 - mmengine - INFO - Epoch(train) [85][2500/3757] lr: 1.0000e-01 eta: 2 days, 7:17:54 time: 0.3104 data_time: 0.0174 memory: 9395 grad_norm: 2.2036 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 3.0833 loss: 3.0833 2022/08/15 08:37:04 - mmengine - INFO - Epoch(train) [85][2600/3757] lr: 1.0000e-01 eta: 2 days, 7:17:24 time: 0.3108 data_time: 0.0170 memory: 9395 grad_norm: 2.2424 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.2007 loss: 3.2007 2022/08/15 08:37:35 - mmengine - INFO - Epoch(train) [85][2700/3757] lr: 1.0000e-01 eta: 2 days, 7:16:54 time: 0.3118 data_time: 0.0178 memory: 9395 grad_norm: 2.1269 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2398 loss: 3.2398 2022/08/15 08:38:07 - mmengine - INFO - Epoch(train) [85][2800/3757] lr: 1.0000e-01 eta: 2 days, 7:16:23 time: 0.3144 data_time: 0.0171 memory: 9395 grad_norm: 2.2567 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1106 loss: 3.1106 2022/08/15 08:38:38 - mmengine - INFO - Epoch(train) [85][2900/3757] lr: 1.0000e-01 eta: 2 days, 7:15:53 time: 0.3127 data_time: 0.0184 memory: 9395 grad_norm: 2.1398 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9826 loss: 2.9826 2022/08/15 08:39:09 - mmengine - INFO - Epoch(train) [85][3000/3757] lr: 1.0000e-01 eta: 2 days, 7:15:22 time: 0.3096 data_time: 0.0168 memory: 9395 grad_norm: 2.2079 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2243 loss: 3.2243 2022/08/15 08:39:40 - mmengine - INFO - Epoch(train) [85][3100/3757] lr: 1.0000e-01 eta: 2 days, 7:14:52 time: 0.3113 data_time: 0.0169 memory: 9395 grad_norm: 2.2608 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0145 loss: 3.0145 2022/08/15 08:40:11 - mmengine - INFO - Epoch(train) [85][3200/3757] lr: 1.0000e-01 eta: 2 days, 7:14:22 time: 0.3107 data_time: 0.0173 memory: 9395 grad_norm: 2.2287 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.4794 loss: 2.4794 2022/08/15 08:40:43 - mmengine - INFO - Epoch(train) [85][3300/3757] lr: 1.0000e-01 eta: 2 days, 7:13:51 time: 0.3115 data_time: 0.0178 memory: 9395 grad_norm: 2.2102 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8073 loss: 2.8073 2022/08/15 08:41:14 - mmengine - INFO - Epoch(train) [85][3400/3757] lr: 1.0000e-01 eta: 2 days, 7:13:21 time: 0.3110 data_time: 0.0175 memory: 9395 grad_norm: 2.2209 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9415 loss: 2.9415 2022/08/15 08:41:18 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 08:41:45 - mmengine - INFO - Epoch(train) [85][3500/3757] lr: 1.0000e-01 eta: 2 days, 7:12:50 time: 0.3096 data_time: 0.0172 memory: 9395 grad_norm: 2.2041 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9271 loss: 2.9271 2022/08/15 08:42:16 - mmengine - INFO - Epoch(train) [85][3600/3757] lr: 1.0000e-01 eta: 2 days, 7:12:20 time: 0.3121 data_time: 0.0180 memory: 9395 grad_norm: 2.2269 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.0038 loss: 3.0038 2022/08/15 08:42:48 - mmengine - INFO - Epoch(train) [85][3700/3757] lr: 1.0000e-01 eta: 2 days, 7:11:50 time: 0.3110 data_time: 0.0169 memory: 9395 grad_norm: 2.2404 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4356 loss: 3.4356 2022/08/15 08:43:05 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 08:43:05 - mmengine - INFO - Epoch(train) [85][3757/3757] lr: 1.0000e-01 eta: 2 days, 7:11:37 time: 0.3057 data_time: 0.0182 memory: 9395 grad_norm: 2.1240 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 2.9802 loss: 2.9802 2022/08/15 08:43:23 - mmengine - INFO - Epoch(val) [85][100/310] eta: 0:00:36 time: 0.1721 data_time: 0.0724 memory: 1523 2022/08/15 08:43:41 - mmengine - INFO - Epoch(val) [85][200/310] eta: 0:00:16 time: 0.1535 data_time: 0.0544 memory: 1523 2022/08/15 08:43:58 - mmengine - INFO - Epoch(val) [85][300/310] eta: 0:00:01 time: 0.1609 data_time: 0.0594 memory: 1523 2022/08/15 08:44:02 - mmengine - INFO - Epoch(val) [85][310/310] acc/top1: 0.3979 acc/top5: 0.6733 acc/mean1: 0.3975 2022/08/15 08:44:02 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr/best_acc/top1_epoch_66.pth is removed 2022/08/15 08:44:05 - mmengine - INFO - The best checkpoint with 0.3979 acc/top1 at 86 epoch is saved to best_acc/top1_epoch_86.pth. 2022/08/15 08:44:37 - mmengine - INFO - Epoch(train) [86][100/3757] lr: 1.0000e-01 eta: 2 days, 7:10:53 time: 0.3116 data_time: 0.0183 memory: 9395 grad_norm: 2.2642 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1045 loss: 3.1045 2022/08/15 08:45:08 - mmengine - INFO - Epoch(train) [86][200/3757] lr: 1.0000e-01 eta: 2 days, 7:10:23 time: 0.3156 data_time: 0.0181 memory: 9395 grad_norm: 2.2527 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8183 loss: 2.8183 2022/08/15 08:45:40 - mmengine - INFO - Epoch(train) [86][300/3757] lr: 1.0000e-01 eta: 2 days, 7:09:53 time: 0.3115 data_time: 0.0169 memory: 9395 grad_norm: 2.2834 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9838 loss: 2.9838 2022/08/15 08:46:11 - mmengine - INFO - Epoch(train) [86][400/3757] lr: 1.0000e-01 eta: 2 days, 7:09:23 time: 0.3121 data_time: 0.0174 memory: 9395 grad_norm: 2.1635 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7311 loss: 2.7311 2022/08/15 08:46:42 - mmengine - INFO - Epoch(train) [86][500/3757] lr: 1.0000e-01 eta: 2 days, 7:08:52 time: 0.3097 data_time: 0.0170 memory: 9395 grad_norm: 2.2149 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9918 loss: 2.9918 2022/08/15 08:47:14 - mmengine - INFO - Epoch(train) [86][600/3757] lr: 1.0000e-01 eta: 2 days, 7:08:23 time: 0.3109 data_time: 0.0173 memory: 9395 grad_norm: 2.2069 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0479 loss: 3.0479 2022/08/15 08:47:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 08:47:45 - mmengine - INFO - Epoch(train) [86][700/3757] lr: 1.0000e-01 eta: 2 days, 7:07:53 time: 0.3116 data_time: 0.0180 memory: 9395 grad_norm: 2.1737 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0164 loss: 3.0164 2022/08/15 08:48:17 - mmengine - INFO - Epoch(train) [86][800/3757] lr: 1.0000e-01 eta: 2 days, 7:07:23 time: 0.3115 data_time: 0.0175 memory: 9395 grad_norm: 2.2758 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9682 loss: 2.9682 2022/08/15 08:48:48 - mmengine - INFO - Epoch(train) [86][900/3757] lr: 1.0000e-01 eta: 2 days, 7:06:52 time: 0.3101 data_time: 0.0173 memory: 9395 grad_norm: 2.2328 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0004 loss: 3.0004 2022/08/15 08:49:19 - mmengine - INFO - Epoch(train) [86][1000/3757] lr: 1.0000e-01 eta: 2 days, 7:06:22 time: 0.3100 data_time: 0.0167 memory: 9395 grad_norm: 2.2090 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2648 loss: 3.2648 2022/08/15 08:49:51 - mmengine - INFO - Epoch(train) [86][1100/3757] lr: 1.0000e-01 eta: 2 days, 7:05:52 time: 0.3102 data_time: 0.0171 memory: 9395 grad_norm: 2.2268 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1448 loss: 3.1448 2022/08/15 08:50:22 - mmengine - INFO - Epoch(train) [86][1200/3757] lr: 1.0000e-01 eta: 2 days, 7:05:21 time: 0.3107 data_time: 0.0172 memory: 9395 grad_norm: 2.2271 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9813 loss: 2.9813 2022/08/15 08:50:53 - mmengine - INFO - Epoch(train) [86][1300/3757] lr: 1.0000e-01 eta: 2 days, 7:04:51 time: 0.3148 data_time: 0.0185 memory: 9395 grad_norm: 2.2539 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9164 loss: 2.9164 2022/08/15 08:51:24 - mmengine - INFO - Epoch(train) [86][1400/3757] lr: 1.0000e-01 eta: 2 days, 7:04:21 time: 0.3147 data_time: 0.0173 memory: 9395 grad_norm: 2.2553 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1299 loss: 3.1299 2022/08/15 08:51:56 - mmengine - INFO - Epoch(train) [86][1500/3757] lr: 1.0000e-01 eta: 2 days, 7:03:50 time: 0.3124 data_time: 0.0175 memory: 9395 grad_norm: 2.1411 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3053 loss: 3.3053 2022/08/15 08:52:27 - mmengine - INFO - Epoch(train) [86][1600/3757] lr: 1.0000e-01 eta: 2 days, 7:03:20 time: 0.3109 data_time: 0.0164 memory: 9395 grad_norm: 2.2228 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9094 loss: 2.9094 2022/08/15 08:52:44 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 08:52:58 - mmengine - INFO - Epoch(train) [86][1700/3757] lr: 1.0000e-01 eta: 2 days, 7:02:50 time: 0.3126 data_time: 0.0172 memory: 9395 grad_norm: 2.1770 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.3774 loss: 3.3774 2022/08/15 08:53:29 - mmengine - INFO - Epoch(train) [86][1800/3757] lr: 1.0000e-01 eta: 2 days, 7:02:19 time: 0.3114 data_time: 0.0175 memory: 9395 grad_norm: 2.2341 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0163 loss: 3.0163 2022/08/15 08:54:01 - mmengine - INFO - Epoch(train) [86][1900/3757] lr: 1.0000e-01 eta: 2 days, 7:01:49 time: 0.3123 data_time: 0.0172 memory: 9395 grad_norm: 2.1723 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2862 loss: 3.2862 2022/08/15 08:54:32 - mmengine - INFO - Epoch(train) [86][2000/3757] lr: 1.0000e-01 eta: 2 days, 7:01:18 time: 0.3113 data_time: 0.0174 memory: 9395 grad_norm: 2.2349 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2551 loss: 3.2551 2022/08/15 08:55:03 - mmengine - INFO - Epoch(train) [86][2100/3757] lr: 1.0000e-01 eta: 2 days, 7:00:48 time: 0.3106 data_time: 0.0169 memory: 9395 grad_norm: 2.2096 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0435 loss: 3.0435 2022/08/15 08:55:35 - mmengine - INFO - Epoch(train) [86][2200/3757] lr: 1.0000e-01 eta: 2 days, 7:00:18 time: 0.3153 data_time: 0.0178 memory: 9395 grad_norm: 2.1897 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2434 loss: 3.2434 2022/08/15 08:56:06 - mmengine - INFO - Epoch(train) [86][2300/3757] lr: 1.0000e-01 eta: 2 days, 6:59:47 time: 0.3113 data_time: 0.0175 memory: 9395 grad_norm: 2.2029 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0531 loss: 3.0531 2022/08/15 08:56:37 - mmengine - INFO - Epoch(train) [86][2400/3757] lr: 1.0000e-01 eta: 2 days, 6:59:17 time: 0.3107 data_time: 0.0172 memory: 9395 grad_norm: 2.2602 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8992 loss: 2.8992 2022/08/15 08:57:08 - mmengine - INFO - Epoch(train) [86][2500/3757] lr: 1.0000e-01 eta: 2 days, 6:58:47 time: 0.3124 data_time: 0.0165 memory: 9395 grad_norm: 2.2015 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0594 loss: 3.0594 2022/08/15 08:57:40 - mmengine - INFO - Epoch(train) [86][2600/3757] lr: 1.0000e-01 eta: 2 days, 6:58:16 time: 0.3138 data_time: 0.0177 memory: 9395 grad_norm: 2.2881 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.2980 loss: 3.2980 2022/08/15 08:57:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 08:58:11 - mmengine - INFO - Epoch(train) [86][2700/3757] lr: 1.0000e-01 eta: 2 days, 6:57:46 time: 0.3098 data_time: 0.0185 memory: 9395 grad_norm: 2.1596 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1699 loss: 3.1699 2022/08/15 08:58:42 - mmengine - INFO - Epoch(train) [86][2800/3757] lr: 1.0000e-01 eta: 2 days, 6:57:16 time: 0.3109 data_time: 0.0165 memory: 9395 grad_norm: 2.2422 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.0848 loss: 3.0848 2022/08/15 08:59:13 - mmengine - INFO - Epoch(train) [86][2900/3757] lr: 1.0000e-01 eta: 2 days, 6:56:45 time: 0.3119 data_time: 0.0176 memory: 9395 grad_norm: 2.2244 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0083 loss: 3.0083 2022/08/15 08:59:45 - mmengine - INFO - Epoch(train) [86][3000/3757] lr: 1.0000e-01 eta: 2 days, 6:56:15 time: 0.3094 data_time: 0.0170 memory: 9395 grad_norm: 2.2452 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7543 loss: 2.7543 2022/08/15 09:00:16 - mmengine - INFO - Epoch(train) [86][3100/3757] lr: 1.0000e-01 eta: 2 days, 6:55:44 time: 0.3127 data_time: 0.0177 memory: 9395 grad_norm: 2.2377 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3074 loss: 3.3074 2022/08/15 09:00:47 - mmengine - INFO - Epoch(train) [86][3200/3757] lr: 1.0000e-01 eta: 2 days, 6:55:15 time: 0.3227 data_time: 0.0174 memory: 9395 grad_norm: 2.2375 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9395 loss: 2.9395 2022/08/15 09:01:19 - mmengine - INFO - Epoch(train) [86][3300/3757] lr: 1.0000e-01 eta: 2 days, 6:54:45 time: 0.3109 data_time: 0.0173 memory: 9395 grad_norm: 2.1814 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.3218 loss: 3.3218 2022/08/15 09:01:50 - mmengine - INFO - Epoch(train) [86][3400/3757] lr: 1.0000e-01 eta: 2 days, 6:54:14 time: 0.3097 data_time: 0.0168 memory: 9395 grad_norm: 2.1525 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0077 loss: 3.0077 2022/08/15 09:02:21 - mmengine - INFO - Epoch(train) [86][3500/3757] lr: 1.0000e-01 eta: 2 days, 6:53:44 time: 0.3106 data_time: 0.0170 memory: 9395 grad_norm: 2.2228 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.6821 loss: 2.6821 2022/08/15 09:02:53 - mmengine - INFO - Epoch(train) [86][3600/3757] lr: 1.0000e-01 eta: 2 days, 6:53:14 time: 0.3106 data_time: 0.0163 memory: 9395 grad_norm: 2.2015 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1350 loss: 3.1350 2022/08/15 09:03:10 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 09:03:24 - mmengine - INFO - Epoch(train) [86][3700/3757] lr: 1.0000e-01 eta: 2 days, 6:52:43 time: 0.3100 data_time: 0.0170 memory: 9395 grad_norm: 2.2468 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0494 loss: 3.0494 2022/08/15 09:03:42 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 09:03:42 - mmengine - INFO - Epoch(train) [86][3757/3757] lr: 1.0000e-01 eta: 2 days, 6:52:31 time: 0.3048 data_time: 0.0167 memory: 9395 grad_norm: 2.2960 top1_acc: 0.5714 top5_acc: 0.5714 loss_cls: 3.2337 loss: 3.2337 2022/08/15 09:04:14 - mmengine - INFO - Epoch(train) [87][100/3757] lr: 1.0000e-01 eta: 2 days, 6:51:48 time: 0.3107 data_time: 0.0173 memory: 9395 grad_norm: 2.2661 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1138 loss: 3.1138 2022/08/15 09:04:46 - mmengine - INFO - Epoch(train) [87][200/3757] lr: 1.0000e-01 eta: 2 days, 6:51:17 time: 0.3101 data_time: 0.0168 memory: 9395 grad_norm: 2.1997 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9826 loss: 2.9826 2022/08/15 09:05:17 - mmengine - INFO - Epoch(train) [87][300/3757] lr: 1.0000e-01 eta: 2 days, 6:50:47 time: 0.3116 data_time: 0.0186 memory: 9395 grad_norm: 2.2199 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1362 loss: 3.1362 2022/08/15 09:05:48 - mmengine - INFO - Epoch(train) [87][400/3757] lr: 1.0000e-01 eta: 2 days, 6:50:17 time: 0.3105 data_time: 0.0187 memory: 9395 grad_norm: 2.2494 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0477 loss: 3.0477 2022/08/15 09:06:19 - mmengine - INFO - Epoch(train) [87][500/3757] lr: 1.0000e-01 eta: 2 days, 6:49:46 time: 0.3148 data_time: 0.0175 memory: 9395 grad_norm: 2.2170 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1208 loss: 3.1208 2022/08/15 09:06:51 - mmengine - INFO - Epoch(train) [87][600/3757] lr: 1.0000e-01 eta: 2 days, 6:49:16 time: 0.3100 data_time: 0.0167 memory: 9395 grad_norm: 2.2224 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1940 loss: 3.1940 2022/08/15 09:07:22 - mmengine - INFO - Epoch(train) [87][700/3757] lr: 1.0000e-01 eta: 2 days, 6:48:45 time: 0.3096 data_time: 0.0170 memory: 9395 grad_norm: 2.1431 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8485 loss: 2.8485 2022/08/15 09:07:53 - mmengine - INFO - Epoch(train) [87][800/3757] lr: 1.0000e-01 eta: 2 days, 6:48:15 time: 0.3113 data_time: 0.0174 memory: 9395 grad_norm: 2.2634 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.5620 loss: 3.5620 2022/08/15 09:08:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 09:08:25 - mmengine - INFO - Epoch(train) [87][900/3757] lr: 1.0000e-01 eta: 2 days, 6:47:45 time: 0.3116 data_time: 0.0172 memory: 9395 grad_norm: 2.2633 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0828 loss: 3.0828 2022/08/15 09:08:56 - mmengine - INFO - Epoch(train) [87][1000/3757] lr: 1.0000e-01 eta: 2 days, 6:47:15 time: 0.3135 data_time: 0.0183 memory: 9395 grad_norm: 2.2965 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2587 loss: 3.2587 2022/08/15 09:09:27 - mmengine - INFO - Epoch(train) [87][1100/3757] lr: 1.0000e-01 eta: 2 days, 6:46:45 time: 0.3103 data_time: 0.0172 memory: 9395 grad_norm: 2.1850 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9953 loss: 2.9953 2022/08/15 09:09:58 - mmengine - INFO - Epoch(train) [87][1200/3757] lr: 1.0000e-01 eta: 2 days, 6:46:14 time: 0.3139 data_time: 0.0180 memory: 9395 grad_norm: 2.2272 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9358 loss: 2.9358 2022/08/15 09:10:30 - mmengine - INFO - Epoch(train) [87][1300/3757] lr: 1.0000e-01 eta: 2 days, 6:45:44 time: 0.3115 data_time: 0.0174 memory: 9395 grad_norm: 2.1942 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7982 loss: 2.7982 2022/08/15 09:11:01 - mmengine - INFO - Epoch(train) [87][1400/3757] lr: 1.0000e-01 eta: 2 days, 6:45:14 time: 0.3103 data_time: 0.0169 memory: 9395 grad_norm: 2.1967 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2371 loss: 3.2371 2022/08/15 09:11:32 - mmengine - INFO - Epoch(train) [87][1500/3757] lr: 1.0000e-01 eta: 2 days, 6:44:43 time: 0.3119 data_time: 0.0177 memory: 9395 grad_norm: 2.2849 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.1984 loss: 3.1984 2022/08/15 09:12:04 - mmengine - INFO - Epoch(train) [87][1600/3757] lr: 1.0000e-01 eta: 2 days, 6:44:13 time: 0.3097 data_time: 0.0169 memory: 9395 grad_norm: 2.2277 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.0159 loss: 3.0159 2022/08/15 09:12:35 - mmengine - INFO - Epoch(train) [87][1700/3757] lr: 1.0000e-01 eta: 2 days, 6:43:42 time: 0.3115 data_time: 0.0168 memory: 9395 grad_norm: 2.2257 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1125 loss: 3.1125 2022/08/15 09:13:06 - mmengine - INFO - Epoch(train) [87][1800/3757] lr: 1.0000e-01 eta: 2 days, 6:43:12 time: 0.3149 data_time: 0.0174 memory: 9395 grad_norm: 2.2042 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8881 loss: 2.8881 2022/08/15 09:13:37 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 09:13:37 - mmengine - INFO - Epoch(train) [87][1900/3757] lr: 1.0000e-01 eta: 2 days, 6:42:42 time: 0.3100 data_time: 0.0176 memory: 9395 grad_norm: 2.2809 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0511 loss: 3.0511 2022/08/15 09:14:09 - mmengine - INFO - Epoch(train) [87][2000/3757] lr: 1.0000e-01 eta: 2 days, 6:42:11 time: 0.3104 data_time: 0.0170 memory: 9395 grad_norm: 2.2915 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.4152 loss: 3.4152 2022/08/15 09:14:40 - mmengine - INFO - Epoch(train) [87][2100/3757] lr: 1.0000e-01 eta: 2 days, 6:41:41 time: 0.3113 data_time: 0.0191 memory: 9395 grad_norm: 2.1922 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.1697 loss: 3.1697 2022/08/15 09:15:11 - mmengine - INFO - Epoch(train) [87][2200/3757] lr: 1.0000e-01 eta: 2 days, 6:41:11 time: 0.3121 data_time: 0.0180 memory: 9395 grad_norm: 2.2472 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2691 loss: 3.2691 2022/08/15 09:15:42 - mmengine - INFO - Epoch(train) [87][2300/3757] lr: 1.0000e-01 eta: 2 days, 6:40:40 time: 0.3114 data_time: 0.0171 memory: 9395 grad_norm: 2.2792 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2449 loss: 3.2449 2022/08/15 09:16:14 - mmengine - INFO - Epoch(train) [87][2400/3757] lr: 1.0000e-01 eta: 2 days, 6:40:10 time: 0.3116 data_time: 0.0176 memory: 9395 grad_norm: 2.2155 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0598 loss: 3.0598 2022/08/15 09:16:45 - mmengine - INFO - Epoch(train) [87][2500/3757] lr: 1.0000e-01 eta: 2 days, 6:39:39 time: 0.3105 data_time: 0.0172 memory: 9395 grad_norm: 2.1672 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0340 loss: 3.0340 2022/08/15 09:17:16 - mmengine - INFO - Epoch(train) [87][2600/3757] lr: 1.0000e-01 eta: 2 days, 6:39:09 time: 0.3116 data_time: 0.0184 memory: 9395 grad_norm: 2.2075 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0768 loss: 3.0768 2022/08/15 09:17:47 - mmengine - INFO - Epoch(train) [87][2700/3757] lr: 1.0000e-01 eta: 2 days, 6:38:38 time: 0.3112 data_time: 0.0177 memory: 9395 grad_norm: 2.2061 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9897 loss: 2.9897 2022/08/15 09:18:19 - mmengine - INFO - Epoch(train) [87][2800/3757] lr: 1.0000e-01 eta: 2 days, 6:38:08 time: 0.3141 data_time: 0.0175 memory: 9395 grad_norm: 2.2305 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0000 loss: 3.0000 2022/08/15 09:18:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 09:18:50 - mmengine - INFO - Epoch(train) [87][2900/3757] lr: 1.0000e-01 eta: 2 days, 6:37:38 time: 0.3104 data_time: 0.0164 memory: 9395 grad_norm: 2.2368 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9426 loss: 2.9426 2022/08/15 09:19:21 - mmengine - INFO - Epoch(train) [87][3000/3757] lr: 1.0000e-01 eta: 2 days, 6:37:07 time: 0.3141 data_time: 0.0184 memory: 9395 grad_norm: 2.2575 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3741 loss: 3.3741 2022/08/15 09:19:52 - mmengine - INFO - Epoch(train) [87][3100/3757] lr: 1.0000e-01 eta: 2 days, 6:36:37 time: 0.3097 data_time: 0.0169 memory: 9395 grad_norm: 2.2597 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2054 loss: 3.2054 2022/08/15 09:20:24 - mmengine - INFO - Epoch(train) [87][3200/3757] lr: 1.0000e-01 eta: 2 days, 6:36:07 time: 0.3103 data_time: 0.0164 memory: 9395 grad_norm: 2.1862 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2039 loss: 3.2039 2022/08/15 09:20:55 - mmengine - INFO - Epoch(train) [87][3300/3757] lr: 1.0000e-01 eta: 2 days, 6:35:36 time: 0.3113 data_time: 0.0170 memory: 9395 grad_norm: 2.1451 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9546 loss: 2.9546 2022/08/15 09:21:26 - mmengine - INFO - Epoch(train) [87][3400/3757] lr: 1.0000e-01 eta: 2 days, 6:35:06 time: 0.3120 data_time: 0.0183 memory: 9395 grad_norm: 2.2212 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0745 loss: 3.0745 2022/08/15 09:21:58 - mmengine - INFO - Epoch(train) [87][3500/3757] lr: 1.0000e-01 eta: 2 days, 6:34:36 time: 0.3141 data_time: 0.0173 memory: 9395 grad_norm: 2.1573 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.0293 loss: 3.0293 2022/08/15 09:22:29 - mmengine - INFO - Epoch(train) [87][3600/3757] lr: 1.0000e-01 eta: 2 days, 6:34:05 time: 0.3112 data_time: 0.0175 memory: 9395 grad_norm: 2.1905 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.1191 loss: 3.1191 2022/08/15 09:23:00 - mmengine - INFO - Epoch(train) [87][3700/3757] lr: 1.0000e-01 eta: 2 days, 6:33:35 time: 0.3124 data_time: 0.0166 memory: 9395 grad_norm: 2.2296 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3099 loss: 3.3099 2022/08/15 09:23:18 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 09:23:18 - mmengine - INFO - Epoch(train) [87][3757/3757] lr: 1.0000e-01 eta: 2 days, 6:33:23 time: 0.3077 data_time: 0.0189 memory: 9395 grad_norm: 2.2211 top1_acc: 0.5714 top5_acc: 0.7143 loss_cls: 2.9062 loss: 2.9062 2022/08/15 09:23:52 - mmengine - INFO - Epoch(train) [88][100/3757] lr: 1.0000e-01 eta: 2 days, 6:32:43 time: 0.3125 data_time: 0.0194 memory: 9395 grad_norm: 2.1998 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0247 loss: 3.0247 2022/08/15 09:24:05 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 09:24:24 - mmengine - INFO - Epoch(train) [88][200/3757] lr: 1.0000e-01 eta: 2 days, 6:32:12 time: 0.3103 data_time: 0.0179 memory: 9395 grad_norm: 2.2977 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3210 loss: 3.3210 2022/08/15 09:24:55 - mmengine - INFO - Epoch(train) [88][300/3757] lr: 1.0000e-01 eta: 2 days, 6:31:42 time: 0.3110 data_time: 0.0166 memory: 9395 grad_norm: 2.3095 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.0278 loss: 3.0278 2022/08/15 09:25:26 - mmengine - INFO - Epoch(train) [88][400/3757] lr: 1.0000e-01 eta: 2 days, 6:31:12 time: 0.3115 data_time: 0.0170 memory: 9395 grad_norm: 2.2381 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9709 loss: 2.9709 2022/08/15 09:25:57 - mmengine - INFO - Epoch(train) [88][500/3757] lr: 1.0000e-01 eta: 2 days, 6:30:41 time: 0.3171 data_time: 0.0185 memory: 9395 grad_norm: 2.2567 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8578 loss: 2.8578 2022/08/15 09:26:29 - mmengine - INFO - Epoch(train) [88][600/3757] lr: 1.0000e-01 eta: 2 days, 6:30:11 time: 0.3115 data_time: 0.0182 memory: 9395 grad_norm: 2.3370 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1106 loss: 3.1106 2022/08/15 09:27:00 - mmengine - INFO - Epoch(train) [88][700/3757] lr: 1.0000e-01 eta: 2 days, 6:29:41 time: 0.3119 data_time: 0.0186 memory: 9395 grad_norm: 2.2317 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2818 loss: 3.2818 2022/08/15 09:27:31 - mmengine - INFO - Epoch(train) [88][800/3757] lr: 1.0000e-01 eta: 2 days, 6:29:10 time: 0.3110 data_time: 0.0166 memory: 9395 grad_norm: 2.1980 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8946 loss: 2.8946 2022/08/15 09:28:03 - mmengine - INFO - Epoch(train) [88][900/3757] lr: 1.0000e-01 eta: 2 days, 6:28:40 time: 0.3199 data_time: 0.0197 memory: 9395 grad_norm: 2.2253 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0778 loss: 3.0778 2022/08/15 09:28:34 - mmengine - INFO - Epoch(train) [88][1000/3757] lr: 1.0000e-01 eta: 2 days, 6:28:10 time: 0.3116 data_time: 0.0169 memory: 9395 grad_norm: 2.2057 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8461 loss: 2.8461 2022/08/15 09:29:05 - mmengine - INFO - Epoch(train) [88][1100/3757] lr: 1.0000e-01 eta: 2 days, 6:27:40 time: 0.3105 data_time: 0.0181 memory: 9395 grad_norm: 2.2797 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9978 loss: 2.9978 2022/08/15 09:29:18 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 09:29:37 - mmengine - INFO - Epoch(train) [88][1200/3757] lr: 1.0000e-01 eta: 2 days, 6:27:09 time: 0.3107 data_time: 0.0175 memory: 9395 grad_norm: 2.2122 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0546 loss: 3.0546 2022/08/15 09:30:08 - mmengine - INFO - Epoch(train) [88][1300/3757] lr: 1.0000e-01 eta: 2 days, 6:26:39 time: 0.3109 data_time: 0.0167 memory: 9395 grad_norm: 2.2172 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2601 loss: 3.2601 2022/08/15 09:30:39 - mmengine - INFO - Epoch(train) [88][1400/3757] lr: 1.0000e-01 eta: 2 days, 6:26:09 time: 0.3239 data_time: 0.0179 memory: 9395 grad_norm: 2.2494 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0819 loss: 3.0819 2022/08/15 09:31:11 - mmengine - INFO - Epoch(train) [88][1500/3757] lr: 1.0000e-01 eta: 2 days, 6:25:39 time: 0.3135 data_time: 0.0188 memory: 9395 grad_norm: 2.2266 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2755 loss: 3.2755 2022/08/15 09:31:42 - mmengine - INFO - Epoch(train) [88][1600/3757] lr: 1.0000e-01 eta: 2 days, 6:25:08 time: 0.3157 data_time: 0.0171 memory: 9395 grad_norm: 2.2339 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0948 loss: 3.0948 2022/08/15 09:32:13 - mmengine - INFO - Epoch(train) [88][1700/3757] lr: 1.0000e-01 eta: 2 days, 6:24:38 time: 0.3120 data_time: 0.0186 memory: 9395 grad_norm: 2.1987 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8580 loss: 2.8580 2022/08/15 09:32:45 - mmengine - INFO - Epoch(train) [88][1800/3757] lr: 1.0000e-01 eta: 2 days, 6:24:08 time: 0.3105 data_time: 0.0172 memory: 9395 grad_norm: 2.2813 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.8648 loss: 2.8648 2022/08/15 09:33:16 - mmengine - INFO - Epoch(train) [88][1900/3757] lr: 1.0000e-01 eta: 2 days, 6:23:37 time: 0.3109 data_time: 0.0172 memory: 9395 grad_norm: 2.2015 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8058 loss: 2.8058 2022/08/15 09:33:47 - mmengine - INFO - Epoch(train) [88][2000/3757] lr: 1.0000e-01 eta: 2 days, 6:23:07 time: 0.3127 data_time: 0.0172 memory: 9395 grad_norm: 2.2554 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8373 loss: 2.8373 2022/08/15 09:34:18 - mmengine - INFO - Epoch(train) [88][2100/3757] lr: 1.0000e-01 eta: 2 days, 6:22:37 time: 0.3120 data_time: 0.0186 memory: 9395 grad_norm: 2.2066 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0507 loss: 3.0507 2022/08/15 09:34:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 09:34:50 - mmengine - INFO - Epoch(train) [88][2200/3757] lr: 1.0000e-01 eta: 2 days, 6:22:06 time: 0.3112 data_time: 0.0164 memory: 9395 grad_norm: 2.2430 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2638 loss: 3.2638 2022/08/15 09:35:21 - mmengine - INFO - Epoch(train) [88][2300/3757] lr: 1.0000e-01 eta: 2 days, 6:21:36 time: 0.3119 data_time: 0.0161 memory: 9395 grad_norm: 2.2289 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0376 loss: 3.0376 2022/08/15 09:35:52 - mmengine - INFO - Epoch(train) [88][2400/3757] lr: 1.0000e-01 eta: 2 days, 6:21:05 time: 0.3111 data_time: 0.0169 memory: 9395 grad_norm: 2.1750 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6852 loss: 2.6852 2022/08/15 09:36:24 - mmengine - INFO - Epoch(train) [88][2500/3757] lr: 1.0000e-01 eta: 2 days, 6:20:35 time: 0.3116 data_time: 0.0175 memory: 9395 grad_norm: 2.2431 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9312 loss: 2.9312 2022/08/15 09:36:55 - mmengine - INFO - Epoch(train) [88][2600/3757] lr: 1.0000e-01 eta: 2 days, 6:20:05 time: 0.3119 data_time: 0.0180 memory: 9395 grad_norm: 2.1436 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2535 loss: 3.2535 2022/08/15 09:37:26 - mmengine - INFO - Epoch(train) [88][2700/3757] lr: 1.0000e-01 eta: 2 days, 6:19:35 time: 0.3118 data_time: 0.0166 memory: 9395 grad_norm: 2.1698 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8466 loss: 2.8466 2022/08/15 09:37:58 - mmengine - INFO - Epoch(train) [88][2800/3757] lr: 1.0000e-01 eta: 2 days, 6:19:04 time: 0.3120 data_time: 0.0168 memory: 9395 grad_norm: 2.2125 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.1736 loss: 3.1736 2022/08/15 09:38:29 - mmengine - INFO - Epoch(train) [88][2900/3757] lr: 1.0000e-01 eta: 2 days, 6:18:34 time: 0.3118 data_time: 0.0168 memory: 9395 grad_norm: 2.2216 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8310 loss: 2.8310 2022/08/15 09:39:00 - mmengine - INFO - Epoch(train) [88][3000/3757] lr: 1.0000e-01 eta: 2 days, 6:18:04 time: 0.3156 data_time: 0.0209 memory: 9395 grad_norm: 2.2408 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 2.9914 loss: 2.9914 2022/08/15 09:39:31 - mmengine - INFO - Epoch(train) [88][3100/3757] lr: 1.0000e-01 eta: 2 days, 6:17:33 time: 0.3122 data_time: 0.0183 memory: 9395 grad_norm: 2.2244 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0702 loss: 3.0702 2022/08/15 09:39:44 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 09:40:03 - mmengine - INFO - Epoch(train) [88][3200/3757] lr: 1.0000e-01 eta: 2 days, 6:17:03 time: 0.3113 data_time: 0.0172 memory: 9395 grad_norm: 2.2034 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9268 loss: 2.9268 2022/08/15 09:40:34 - mmengine - INFO - Epoch(train) [88][3300/3757] lr: 1.0000e-01 eta: 2 days, 6:16:33 time: 0.3098 data_time: 0.0183 memory: 9395 grad_norm: 2.2079 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8695 loss: 2.8695 2022/08/15 09:41:05 - mmengine - INFO - Epoch(train) [88][3400/3757] lr: 1.0000e-01 eta: 2 days, 6:16:02 time: 0.3126 data_time: 0.0179 memory: 9395 grad_norm: 2.2284 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1040 loss: 3.1040 2022/08/15 09:41:37 - mmengine - INFO - Epoch(train) [88][3500/3757] lr: 1.0000e-01 eta: 2 days, 6:15:32 time: 0.3108 data_time: 0.0171 memory: 9395 grad_norm: 2.1925 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9332 loss: 2.9332 2022/08/15 09:42:08 - mmengine - INFO - Epoch(train) [88][3600/3757] lr: 1.0000e-01 eta: 2 days, 6:15:02 time: 0.3104 data_time: 0.0173 memory: 9395 grad_norm: 2.2989 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2043 loss: 3.2043 2022/08/15 09:42:39 - mmengine - INFO - Epoch(train) [88][3700/3757] lr: 1.0000e-01 eta: 2 days, 6:14:31 time: 0.3123 data_time: 0.0173 memory: 9395 grad_norm: 2.1543 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.1101 loss: 3.1101 2022/08/15 09:42:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 09:42:57 - mmengine - INFO - Epoch(train) [88][3757/3757] lr: 1.0000e-01 eta: 2 days, 6:14:19 time: 0.3041 data_time: 0.0171 memory: 9395 grad_norm: 2.2602 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 3.1570 loss: 3.1570 2022/08/15 09:42:57 - mmengine - INFO - Saving checkpoint at 88 epochs 2022/08/15 09:43:31 - mmengine - INFO - Epoch(train) [89][100/3757] lr: 1.0000e-01 eta: 2 days, 6:13:35 time: 0.3112 data_time: 0.0170 memory: 9395 grad_norm: 2.1476 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9684 loss: 2.9684 2022/08/15 09:44:02 - mmengine - INFO - Epoch(train) [89][200/3757] lr: 1.0000e-01 eta: 2 days, 6:13:05 time: 0.3119 data_time: 0.0166 memory: 9395 grad_norm: 2.3430 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1760 loss: 3.1760 2022/08/15 09:44:33 - mmengine - INFO - Epoch(train) [89][300/3757] lr: 1.0000e-01 eta: 2 days, 6:12:34 time: 0.3123 data_time: 0.0184 memory: 9395 grad_norm: 2.2354 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 3.0062 loss: 3.0062 2022/08/15 09:45:00 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 09:45:05 - mmengine - INFO - Epoch(train) [89][400/3757] lr: 1.0000e-01 eta: 2 days, 6:12:04 time: 0.3119 data_time: 0.0164 memory: 9395 grad_norm: 2.1621 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1176 loss: 3.1176 2022/08/15 09:45:36 - mmengine - INFO - Epoch(train) [89][500/3757] lr: 1.0000e-01 eta: 2 days, 6:11:34 time: 0.3093 data_time: 0.0172 memory: 9395 grad_norm: 2.2612 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2023 loss: 3.2023 2022/08/15 09:46:07 - mmengine - INFO - Epoch(train) [89][600/3757] lr: 1.0000e-01 eta: 2 days, 6:11:03 time: 0.3113 data_time: 0.0173 memory: 9395 grad_norm: 2.1953 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.8728 loss: 2.8728 2022/08/15 09:46:39 - mmengine - INFO - Epoch(train) [89][700/3757] lr: 1.0000e-01 eta: 2 days, 6:10:33 time: 0.3115 data_time: 0.0165 memory: 9395 grad_norm: 2.2643 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2047 loss: 3.2047 2022/08/15 09:47:10 - mmengine - INFO - Epoch(train) [89][800/3757] lr: 1.0000e-01 eta: 2 days, 6:10:03 time: 0.3125 data_time: 0.0177 memory: 9395 grad_norm: 2.3034 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1995 loss: 3.1995 2022/08/15 09:47:41 - mmengine - INFO - Epoch(train) [89][900/3757] lr: 1.0000e-01 eta: 2 days, 6:09:32 time: 0.3111 data_time: 0.0170 memory: 9395 grad_norm: 2.2659 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1154 loss: 3.1154 2022/08/15 09:48:13 - mmengine - INFO - Epoch(train) [89][1000/3757] lr: 1.0000e-01 eta: 2 days, 6:09:02 time: 0.3127 data_time: 0.0183 memory: 9395 grad_norm: 2.1877 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1935 loss: 3.1935 2022/08/15 09:48:44 - mmengine - INFO - Epoch(train) [89][1100/3757] lr: 1.0000e-01 eta: 2 days, 6:08:32 time: 0.3147 data_time: 0.0176 memory: 9395 grad_norm: 2.2122 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0812 loss: 3.0812 2022/08/15 09:49:15 - mmengine - INFO - Epoch(train) [89][1200/3757] lr: 1.0000e-01 eta: 2 days, 6:08:02 time: 0.3113 data_time: 0.0170 memory: 9395 grad_norm: 2.1979 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0939 loss: 3.0939 2022/08/15 09:49:47 - mmengine - INFO - Epoch(train) [89][1300/3757] lr: 1.0000e-01 eta: 2 days, 6:07:31 time: 0.3110 data_time: 0.0167 memory: 9395 grad_norm: 2.2102 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9229 loss: 2.9229 2022/08/15 09:50:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 09:50:18 - mmengine - INFO - Epoch(train) [89][1400/3757] lr: 1.0000e-01 eta: 2 days, 6:07:01 time: 0.3105 data_time: 0.0170 memory: 9395 grad_norm: 2.2309 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1479 loss: 3.1479 2022/08/15 09:50:49 - mmengine - INFO - Epoch(train) [89][1500/3757] lr: 1.0000e-01 eta: 2 days, 6:06:30 time: 0.3128 data_time: 0.0203 memory: 9395 grad_norm: 2.2030 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1192 loss: 3.1192 2022/08/15 09:51:20 - mmengine - INFO - Epoch(train) [89][1600/3757] lr: 1.0000e-01 eta: 2 days, 6:06:00 time: 0.3127 data_time: 0.0181 memory: 9395 grad_norm: 2.1998 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0692 loss: 3.0692 2022/08/15 09:51:52 - mmengine - INFO - Epoch(train) [89][1700/3757] lr: 1.0000e-01 eta: 2 days, 6:05:30 time: 0.3113 data_time: 0.0178 memory: 9395 grad_norm: 2.2302 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9184 loss: 2.9184 2022/08/15 09:52:23 - mmengine - INFO - Epoch(train) [89][1800/3757] lr: 1.0000e-01 eta: 2 days, 6:05:00 time: 0.3124 data_time: 0.0176 memory: 9395 grad_norm: 2.2291 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1443 loss: 3.1443 2022/08/15 09:52:54 - mmengine - INFO - Epoch(train) [89][1900/3757] lr: 1.0000e-01 eta: 2 days, 6:04:29 time: 0.3117 data_time: 0.0173 memory: 9395 grad_norm: 2.2410 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0340 loss: 3.0340 2022/08/15 09:53:26 - mmengine - INFO - Epoch(train) [89][2000/3757] lr: 1.0000e-01 eta: 2 days, 6:03:59 time: 0.3118 data_time: 0.0174 memory: 9395 grad_norm: 2.2107 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9981 loss: 2.9981 2022/08/15 09:53:57 - mmengine - INFO - Epoch(train) [89][2100/3757] lr: 1.0000e-01 eta: 2 days, 6:03:29 time: 0.3112 data_time: 0.0172 memory: 9395 grad_norm: 2.2735 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1858 loss: 3.1858 2022/08/15 09:54:29 - mmengine - INFO - Epoch(train) [89][2200/3757] lr: 1.0000e-01 eta: 2 days, 6:02:59 time: 0.3108 data_time: 0.0168 memory: 9395 grad_norm: 2.2373 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1073 loss: 3.1073 2022/08/15 09:55:00 - mmengine - INFO - Epoch(train) [89][2300/3757] lr: 1.0000e-01 eta: 2 days, 6:02:29 time: 0.3120 data_time: 0.0173 memory: 9395 grad_norm: 2.2453 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1666 loss: 3.1666 2022/08/15 09:55:26 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 09:55:31 - mmengine - INFO - Epoch(train) [89][2400/3757] lr: 1.0000e-01 eta: 2 days, 6:01:58 time: 0.3125 data_time: 0.0173 memory: 9395 grad_norm: 2.1912 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6627 loss: 2.6627 2022/08/15 09:56:03 - mmengine - INFO - Epoch(train) [89][2500/3757] lr: 1.0000e-01 eta: 2 days, 6:01:28 time: 0.3131 data_time: 0.0179 memory: 9395 grad_norm: 2.2612 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.2796 loss: 3.2796 2022/08/15 09:56:34 - mmengine - INFO - Epoch(train) [89][2600/3757] lr: 1.0000e-01 eta: 2 days, 6:00:57 time: 0.3104 data_time: 0.0172 memory: 9395 grad_norm: 2.2157 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.2481 loss: 3.2481 2022/08/15 09:57:05 - mmengine - INFO - Epoch(train) [89][2700/3757] lr: 1.0000e-01 eta: 2 days, 6:00:27 time: 0.3169 data_time: 0.0180 memory: 9395 grad_norm: 2.1745 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0233 loss: 3.0233 2022/08/15 09:57:37 - mmengine - INFO - Epoch(train) [89][2800/3757] lr: 1.0000e-01 eta: 2 days, 5:59:57 time: 0.3104 data_time: 0.0163 memory: 9395 grad_norm: 2.3158 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0952 loss: 3.0952 2022/08/15 09:58:08 - mmengine - INFO - Epoch(train) [89][2900/3757] lr: 1.0000e-01 eta: 2 days, 5:59:26 time: 0.3102 data_time: 0.0164 memory: 9395 grad_norm: 2.2032 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.5022 loss: 3.5022 2022/08/15 09:58:39 - mmengine - INFO - Epoch(train) [89][3000/3757] lr: 1.0000e-01 eta: 2 days, 5:58:56 time: 0.3106 data_time: 0.0167 memory: 9395 grad_norm: 2.2270 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0006 loss: 3.0006 2022/08/15 09:59:10 - mmengine - INFO - Epoch(train) [89][3100/3757] lr: 1.0000e-01 eta: 2 days, 5:58:26 time: 0.3116 data_time: 0.0166 memory: 9395 grad_norm: 2.2992 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1944 loss: 3.1944 2022/08/15 09:59:42 - mmengine - INFO - Epoch(train) [89][3200/3757] lr: 1.0000e-01 eta: 2 days, 5:57:55 time: 0.3117 data_time: 0.0184 memory: 9395 grad_norm: 2.2129 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1564 loss: 3.1564 2022/08/15 10:00:13 - mmengine - INFO - Epoch(train) [89][3300/3757] lr: 1.0000e-01 eta: 2 days, 5:57:25 time: 0.3117 data_time: 0.0175 memory: 9395 grad_norm: 2.2108 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0107 loss: 3.0107 2022/08/15 10:00:39 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 10:00:44 - mmengine - INFO - Epoch(train) [89][3400/3757] lr: 1.0000e-01 eta: 2 days, 5:56:55 time: 0.3161 data_time: 0.0180 memory: 9395 grad_norm: 2.1941 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7091 loss: 2.7091 2022/08/15 10:01:15 - mmengine - INFO - Epoch(train) [89][3500/3757] lr: 1.0000e-01 eta: 2 days, 5:56:24 time: 0.3114 data_time: 0.0167 memory: 9395 grad_norm: 2.2423 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9922 loss: 2.9922 2022/08/15 10:01:47 - mmengine - INFO - Epoch(train) [89][3600/3757] lr: 1.0000e-01 eta: 2 days, 5:55:54 time: 0.3109 data_time: 0.0162 memory: 9395 grad_norm: 2.2136 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1175 loss: 3.1175 2022/08/15 10:02:19 - mmengine - INFO - Epoch(train) [89][3700/3757] lr: 1.0000e-01 eta: 2 days, 5:55:24 time: 0.3126 data_time: 0.0174 memory: 9395 grad_norm: 2.1838 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8619 loss: 2.8619 2022/08/15 10:02:36 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 10:02:36 - mmengine - INFO - Epoch(train) [89][3757/3757] lr: 1.0000e-01 eta: 2 days, 5:55:13 time: 0.3064 data_time: 0.0168 memory: 9395 grad_norm: 2.2853 top1_acc: 0.4286 top5_acc: 0.8571 loss_cls: 3.0748 loss: 3.0748 2022/08/15 10:03:10 - mmengine - INFO - Epoch(train) [90][100/3757] lr: 1.0000e-01 eta: 2 days, 5:54:31 time: 0.3123 data_time: 0.0172 memory: 9395 grad_norm: 2.1725 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.2028 loss: 3.2028 2022/08/15 10:03:42 - mmengine - INFO - Epoch(train) [90][200/3757] lr: 1.0000e-01 eta: 2 days, 5:54:01 time: 0.3233 data_time: 0.0168 memory: 9395 grad_norm: 2.2025 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8763 loss: 2.8763 2022/08/15 10:04:13 - mmengine - INFO - Epoch(train) [90][300/3757] lr: 1.0000e-01 eta: 2 days, 5:53:31 time: 0.3126 data_time: 0.0172 memory: 9395 grad_norm: 2.2004 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8452 loss: 2.8452 2022/08/15 10:04:45 - mmengine - INFO - Epoch(train) [90][400/3757] lr: 1.0000e-01 eta: 2 days, 5:53:01 time: 0.3179 data_time: 0.0180 memory: 9395 grad_norm: 2.3059 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9834 loss: 2.9834 2022/08/15 10:05:16 - mmengine - INFO - Epoch(train) [90][500/3757] lr: 1.0000e-01 eta: 2 days, 5:52:31 time: 0.3123 data_time: 0.0167 memory: 9395 grad_norm: 2.2225 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1052 loss: 3.1052 2022/08/15 10:05:47 - mmengine - INFO - Epoch(train) [90][600/3757] lr: 1.0000e-01 eta: 2 days, 5:52:01 time: 0.3138 data_time: 0.0174 memory: 9395 grad_norm: 2.2689 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0587 loss: 3.0587 2022/08/15 10:05:56 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 10:06:19 - mmengine - INFO - Epoch(train) [90][700/3757] lr: 1.0000e-01 eta: 2 days, 5:51:31 time: 0.3120 data_time: 0.0171 memory: 9395 grad_norm: 2.2845 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2477 loss: 3.2477 2022/08/15 10:06:50 - mmengine - INFO - Epoch(train) [90][800/3757] lr: 1.0000e-01 eta: 2 days, 5:51:01 time: 0.3126 data_time: 0.0173 memory: 9395 grad_norm: 2.2264 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1001 loss: 3.1001 2022/08/15 10:07:22 - mmengine - INFO - Epoch(train) [90][900/3757] lr: 1.0000e-01 eta: 2 days, 5:50:31 time: 0.3188 data_time: 0.0183 memory: 9395 grad_norm: 2.2178 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2810 loss: 3.2810 2022/08/15 10:07:53 - mmengine - INFO - Epoch(train) [90][1000/3757] lr: 1.0000e-01 eta: 2 days, 5:50:01 time: 0.3117 data_time: 0.0169 memory: 9395 grad_norm: 2.2352 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9662 loss: 2.9662 2022/08/15 10:08:25 - mmengine - INFO - Epoch(train) [90][1100/3757] lr: 1.0000e-01 eta: 2 days, 5:49:31 time: 0.3144 data_time: 0.0182 memory: 9395 grad_norm: 2.2875 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9266 loss: 2.9266 2022/08/15 10:08:56 - mmengine - INFO - Epoch(train) [90][1200/3757] lr: 1.0000e-01 eta: 2 days, 5:49:01 time: 0.3154 data_time: 0.0176 memory: 9395 grad_norm: 2.1656 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0753 loss: 3.0753 2022/08/15 10:09:28 - mmengine - INFO - Epoch(train) [90][1300/3757] lr: 1.0000e-01 eta: 2 days, 5:48:31 time: 0.3118 data_time: 0.0170 memory: 9395 grad_norm: 2.3101 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3073 loss: 3.3073 2022/08/15 10:09:59 - mmengine - INFO - Epoch(train) [90][1400/3757] lr: 1.0000e-01 eta: 2 days, 5:48:01 time: 0.3130 data_time: 0.0171 memory: 9395 grad_norm: 2.2413 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1074 loss: 3.1074 2022/08/15 10:10:31 - mmengine - INFO - Epoch(train) [90][1500/3757] lr: 1.0000e-01 eta: 2 days, 5:47:31 time: 0.3154 data_time: 0.0176 memory: 9395 grad_norm: 2.1974 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1356 loss: 3.1356 2022/08/15 10:11:02 - mmengine - INFO - Epoch(train) [90][1600/3757] lr: 1.0000e-01 eta: 2 days, 5:47:01 time: 0.3132 data_time: 0.0179 memory: 9395 grad_norm: 2.2006 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2183 loss: 3.2183 2022/08/15 10:11:11 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 10:11:34 - mmengine - INFO - Epoch(train) [90][1700/3757] lr: 1.0000e-01 eta: 2 days, 5:46:31 time: 0.3125 data_time: 0.0168 memory: 9395 grad_norm: 2.2151 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9827 loss: 2.9827 2022/08/15 10:12:05 - mmengine - INFO - Epoch(train) [90][1800/3757] lr: 1.0000e-01 eta: 2 days, 5:46:01 time: 0.3129 data_time: 0.0179 memory: 9395 grad_norm: 2.2201 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2102 loss: 3.2102 2022/08/15 10:12:37 - mmengine - INFO - Epoch(train) [90][1900/3757] lr: 1.0000e-01 eta: 2 days, 5:45:31 time: 0.3126 data_time: 0.0174 memory: 9395 grad_norm: 2.2530 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.1723 loss: 3.1723 2022/08/15 10:13:08 - mmengine - INFO - Epoch(train) [90][2000/3757] lr: 1.0000e-01 eta: 2 days, 5:45:01 time: 0.3118 data_time: 0.0172 memory: 9395 grad_norm: 2.2275 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3300 loss: 3.3300 2022/08/15 10:13:40 - mmengine - INFO - Epoch(train) [90][2100/3757] lr: 1.0000e-01 eta: 2 days, 5:44:31 time: 0.3121 data_time: 0.0176 memory: 9395 grad_norm: 2.2294 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2079 loss: 3.2079 2022/08/15 10:14:11 - mmengine - INFO - Epoch(train) [90][2200/3757] lr: 1.0000e-01 eta: 2 days, 5:44:01 time: 0.3121 data_time: 0.0174 memory: 9395 grad_norm: 2.1702 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9729 loss: 2.9729 2022/08/15 10:14:43 - mmengine - INFO - Epoch(train) [90][2300/3757] lr: 1.0000e-01 eta: 2 days, 5:43:31 time: 0.3160 data_time: 0.0181 memory: 9395 grad_norm: 2.2473 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8089 loss: 2.8089 2022/08/15 10:15:14 - mmengine - INFO - Epoch(train) [90][2400/3757] lr: 1.0000e-01 eta: 2 days, 5:43:01 time: 0.3120 data_time: 0.0185 memory: 9395 grad_norm: 2.2259 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6474 loss: 2.6474 2022/08/15 10:15:45 - mmengine - INFO - Epoch(train) [90][2500/3757] lr: 1.0000e-01 eta: 2 days, 5:42:31 time: 0.3152 data_time: 0.0181 memory: 9395 grad_norm: 2.2295 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 2.8414 loss: 2.8414 2022/08/15 10:16:17 - mmengine - INFO - Epoch(train) [90][2600/3757] lr: 1.0000e-01 eta: 2 days, 5:42:00 time: 0.3127 data_time: 0.0175 memory: 9395 grad_norm: 2.2223 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3285 loss: 3.3285 2022/08/15 10:16:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 10:16:48 - mmengine - INFO - Epoch(train) [90][2700/3757] lr: 1.0000e-01 eta: 2 days, 5:41:30 time: 0.3125 data_time: 0.0167 memory: 9395 grad_norm: 2.2297 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0227 loss: 3.0227 2022/08/15 10:17:20 - mmengine - INFO - Epoch(train) [90][2800/3757] lr: 1.0000e-01 eta: 2 days, 5:41:00 time: 0.3121 data_time: 0.0184 memory: 9395 grad_norm: 2.2170 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8981 loss: 2.8981 2022/08/15 10:17:51 - mmengine - INFO - Epoch(train) [90][2900/3757] lr: 1.0000e-01 eta: 2 days, 5:40:30 time: 0.3120 data_time: 0.0168 memory: 9395 grad_norm: 2.1853 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1283 loss: 3.1283 2022/08/15 10:18:23 - mmengine - INFO - Epoch(train) [90][3000/3757] lr: 1.0000e-01 eta: 2 days, 5:40:00 time: 0.3139 data_time: 0.0176 memory: 9395 grad_norm: 2.2417 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9873 loss: 2.9873 2022/08/15 10:18:54 - mmengine - INFO - Epoch(train) [90][3100/3757] lr: 1.0000e-01 eta: 2 days, 5:39:30 time: 0.3121 data_time: 0.0173 memory: 9395 grad_norm: 2.3072 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1319 loss: 3.1319 2022/08/15 10:19:25 - mmengine - INFO - Epoch(train) [90][3200/3757] lr: 1.0000e-01 eta: 2 days, 5:39:00 time: 0.3157 data_time: 0.0184 memory: 9395 grad_norm: 2.2062 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.2290 loss: 3.2290 2022/08/15 10:19:57 - mmengine - INFO - Epoch(train) [90][3300/3757] lr: 1.0000e-01 eta: 2 days, 5:38:29 time: 0.3126 data_time: 0.0169 memory: 9395 grad_norm: 2.2968 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0883 loss: 3.0883 2022/08/15 10:20:28 - mmengine - INFO - Epoch(train) [90][3400/3757] lr: 1.0000e-01 eta: 2 days, 5:37:59 time: 0.3132 data_time: 0.0175 memory: 9395 grad_norm: 2.2523 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2440 loss: 3.2440 2022/08/15 10:21:00 - mmengine - INFO - Epoch(train) [90][3500/3757] lr: 1.0000e-01 eta: 2 days, 5:37:29 time: 0.3125 data_time: 0.0166 memory: 9395 grad_norm: 2.1492 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1464 loss: 3.1464 2022/08/15 10:21:31 - mmengine - INFO - Epoch(train) [90][3600/3757] lr: 1.0000e-01 eta: 2 days, 5:36:59 time: 0.3131 data_time: 0.0173 memory: 9395 grad_norm: 2.1868 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3206 loss: 3.3206 2022/08/15 10:21:40 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 10:22:03 - mmengine - INFO - Epoch(train) [90][3700/3757] lr: 1.0000e-01 eta: 2 days, 5:36:29 time: 0.3157 data_time: 0.0193 memory: 9395 grad_norm: 2.1894 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.7117 loss: 2.7117 2022/08/15 10:22:20 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 10:22:20 - mmengine - INFO - Epoch(train) [90][3757/3757] lr: 1.0000e-01 eta: 2 days, 5:36:17 time: 0.3063 data_time: 0.0174 memory: 9395 grad_norm: 2.1906 top1_acc: 0.2857 top5_acc: 0.4286 loss_cls: 3.0882 loss: 3.0882 2022/08/15 10:22:38 - mmengine - INFO - Epoch(val) [90][100/310] eta: 0:00:35 time: 0.1686 data_time: 0.0717 memory: 1523 2022/08/15 10:22:55 - mmengine - INFO - Epoch(val) [90][200/310] eta: 0:00:16 time: 0.1527 data_time: 0.0532 memory: 1523 2022/08/15 10:23:12 - mmengine - INFO - Epoch(val) [90][300/310] eta: 0:00:01 time: 0.1609 data_time: 0.0641 memory: 1523 2022/08/15 10:23:17 - mmengine - INFO - Epoch(val) [90][310/310] acc/top1: 0.3760 acc/top5: 0.6517 acc/mean1: 0.3757 2022/08/15 10:23:50 - mmengine - INFO - Epoch(train) [91][100/3757] lr: 1.0000e-01 eta: 2 days, 5:35:35 time: 0.3127 data_time: 0.0179 memory: 9395 grad_norm: 2.2204 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2558 loss: 3.2558 2022/08/15 10:24:21 - mmengine - INFO - Epoch(train) [91][200/3757] lr: 1.0000e-01 eta: 2 days, 5:35:04 time: 0.3119 data_time: 0.0164 memory: 9395 grad_norm: 2.2087 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.8758 loss: 2.8758 2022/08/15 10:24:52 - mmengine - INFO - Epoch(train) [91][300/3757] lr: 1.0000e-01 eta: 2 days, 5:34:34 time: 0.3135 data_time: 0.0172 memory: 9395 grad_norm: 2.2323 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9503 loss: 2.9503 2022/08/15 10:25:24 - mmengine - INFO - Epoch(train) [91][400/3757] lr: 1.0000e-01 eta: 2 days, 5:34:04 time: 0.3129 data_time: 0.0168 memory: 9395 grad_norm: 2.2005 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8993 loss: 2.8993 2022/08/15 10:25:55 - mmengine - INFO - Epoch(train) [91][500/3757] lr: 1.0000e-01 eta: 2 days, 5:33:34 time: 0.3147 data_time: 0.0200 memory: 9395 grad_norm: 2.1796 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8819 loss: 2.8819 2022/08/15 10:26:27 - mmengine - INFO - Epoch(train) [91][600/3757] lr: 1.0000e-01 eta: 2 days, 5:33:04 time: 0.3128 data_time: 0.0167 memory: 9395 grad_norm: 2.2507 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0472 loss: 3.0472 2022/08/15 10:26:58 - mmengine - INFO - Epoch(train) [91][700/3757] lr: 1.0000e-01 eta: 2 days, 5:32:34 time: 0.3207 data_time: 0.0178 memory: 9395 grad_norm: 2.1880 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2573 loss: 3.2573 2022/08/15 10:27:30 - mmengine - INFO - Epoch(train) [91][800/3757] lr: 1.0000e-01 eta: 2 days, 5:32:04 time: 0.3128 data_time: 0.0175 memory: 9395 grad_norm: 2.2733 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9415 loss: 2.9415 2022/08/15 10:27:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 10:28:01 - mmengine - INFO - Epoch(train) [91][900/3757] lr: 1.0000e-01 eta: 2 days, 5:31:34 time: 0.3120 data_time: 0.0171 memory: 9395 grad_norm: 2.2436 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9114 loss: 2.9114 2022/08/15 10:28:33 - mmengine - INFO - Epoch(train) [91][1000/3757] lr: 1.0000e-01 eta: 2 days, 5:31:04 time: 0.3135 data_time: 0.0188 memory: 9395 grad_norm: 2.1560 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9146 loss: 2.9146 2022/08/15 10:29:04 - mmengine - INFO - Epoch(train) [91][1100/3757] lr: 1.0000e-01 eta: 2 days, 5:30:34 time: 0.3133 data_time: 0.0168 memory: 9395 grad_norm: 2.2258 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9889 loss: 2.9889 2022/08/15 10:29:36 - mmengine - INFO - Epoch(train) [91][1200/3757] lr: 1.0000e-01 eta: 2 days, 5:30:04 time: 0.3183 data_time: 0.0163 memory: 9395 grad_norm: 2.1422 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1159 loss: 3.1159 2022/08/15 10:30:07 - mmengine - INFO - Epoch(train) [91][1300/3757] lr: 1.0000e-01 eta: 2 days, 5:29:34 time: 0.3140 data_time: 0.0169 memory: 9395 grad_norm: 2.2383 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9779 loss: 2.9779 2022/08/15 10:30:39 - mmengine - INFO - Epoch(train) [91][1400/3757] lr: 1.0000e-01 eta: 2 days, 5:29:04 time: 0.3125 data_time: 0.0180 memory: 9395 grad_norm: 2.2474 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1464 loss: 3.1464 2022/08/15 10:31:10 - mmengine - INFO - Epoch(train) [91][1500/3757] lr: 1.0000e-01 eta: 2 days, 5:28:34 time: 0.3119 data_time: 0.0168 memory: 9395 grad_norm: 2.2425 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.0113 loss: 3.0113 2022/08/15 10:31:41 - mmengine - INFO - Epoch(train) [91][1600/3757] lr: 1.0000e-01 eta: 2 days, 5:28:03 time: 0.3121 data_time: 0.0175 memory: 9395 grad_norm: 2.1447 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1979 loss: 3.1979 2022/08/15 10:32:13 - mmengine - INFO - Epoch(train) [91][1700/3757] lr: 1.0000e-01 eta: 2 days, 5:27:33 time: 0.3121 data_time: 0.0169 memory: 9395 grad_norm: 2.2187 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1555 loss: 3.1555 2022/08/15 10:32:45 - mmengine - INFO - Epoch(train) [91][1800/3757] lr: 1.0000e-01 eta: 2 days, 5:27:04 time: 0.3218 data_time: 0.0185 memory: 9395 grad_norm: 2.2110 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0165 loss: 3.0165 2022/08/15 10:33:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 10:33:16 - mmengine - INFO - Epoch(train) [91][1900/3757] lr: 1.0000e-01 eta: 2 days, 5:26:33 time: 0.3127 data_time: 0.0167 memory: 9395 grad_norm: 2.1315 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8034 loss: 2.8034 2022/08/15 10:33:47 - mmengine - INFO - Epoch(train) [91][2000/3757] lr: 1.0000e-01 eta: 2 days, 5:26:03 time: 0.3130 data_time: 0.0184 memory: 9395 grad_norm: 2.1437 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0774 loss: 3.0774 2022/08/15 10:34:19 - mmengine - INFO - Epoch(train) [91][2100/3757] lr: 1.0000e-01 eta: 2 days, 5:25:33 time: 0.3135 data_time: 0.0181 memory: 9395 grad_norm: 2.2368 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0240 loss: 3.0240 2022/08/15 10:34:50 - mmengine - INFO - Epoch(train) [91][2200/3757] lr: 1.0000e-01 eta: 2 days, 5:25:03 time: 0.3121 data_time: 0.0163 memory: 9395 grad_norm: 2.1889 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0207 loss: 3.0207 2022/08/15 10:35:22 - mmengine - INFO - Epoch(train) [91][2300/3757] lr: 1.0000e-01 eta: 2 days, 5:24:33 time: 0.3114 data_time: 0.0167 memory: 9395 grad_norm: 2.1957 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.2485 loss: 3.2485 2022/08/15 10:35:53 - mmengine - INFO - Epoch(train) [91][2400/3757] lr: 1.0000e-01 eta: 2 days, 5:24:02 time: 0.3124 data_time: 0.0176 memory: 9395 grad_norm: 2.2276 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8858 loss: 2.8858 2022/08/15 10:36:25 - mmengine - INFO - Epoch(train) [91][2500/3757] lr: 1.0000e-01 eta: 2 days, 5:23:32 time: 0.3142 data_time: 0.0167 memory: 9395 grad_norm: 2.1630 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.0882 loss: 3.0882 2022/08/15 10:36:56 - mmengine - INFO - Epoch(train) [91][2600/3757] lr: 1.0000e-01 eta: 2 days, 5:23:02 time: 0.3141 data_time: 0.0187 memory: 9395 grad_norm: 2.2355 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2638 loss: 3.2638 2022/08/15 10:37:27 - mmengine - INFO - Epoch(train) [91][2700/3757] lr: 1.0000e-01 eta: 2 days, 5:22:32 time: 0.3123 data_time: 0.0172 memory: 9395 grad_norm: 2.2110 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2395 loss: 3.2395 2022/08/15 10:37:59 - mmengine - INFO - Epoch(train) [91][2800/3757] lr: 1.0000e-01 eta: 2 days, 5:22:02 time: 0.3159 data_time: 0.0189 memory: 9395 grad_norm: 2.1509 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1316 loss: 3.1316 2022/08/15 10:38:21 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 10:38:30 - mmengine - INFO - Epoch(train) [91][2900/3757] lr: 1.0000e-01 eta: 2 days, 5:21:31 time: 0.3117 data_time: 0.0172 memory: 9395 grad_norm: 2.3152 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.0074 loss: 3.0074 2022/08/15 10:39:02 - mmengine - INFO - Epoch(train) [91][3000/3757] lr: 1.0000e-01 eta: 2 days, 5:21:01 time: 0.3119 data_time: 0.0174 memory: 9395 grad_norm: 2.1945 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9873 loss: 2.9873 2022/08/15 10:39:33 - mmengine - INFO - Epoch(train) [91][3100/3757] lr: 1.0000e-01 eta: 2 days, 5:20:31 time: 0.3123 data_time: 0.0174 memory: 9395 grad_norm: 2.2092 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0982 loss: 3.0982 2022/08/15 10:40:05 - mmengine - INFO - Epoch(train) [91][3200/3757] lr: 1.0000e-01 eta: 2 days, 5:20:01 time: 0.3120 data_time: 0.0174 memory: 9395 grad_norm: 2.2077 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6859 loss: 2.6859 2022/08/15 10:40:36 - mmengine - INFO - Epoch(train) [91][3300/3757] lr: 1.0000e-01 eta: 2 days, 5:19:32 time: 0.3187 data_time: 0.0181 memory: 9395 grad_norm: 2.2201 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0431 loss: 3.0431 2022/08/15 10:41:08 - mmengine - INFO - Epoch(train) [91][3400/3757] lr: 1.0000e-01 eta: 2 days, 5:19:01 time: 0.3118 data_time: 0.0171 memory: 9395 grad_norm: 2.1854 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.0469 loss: 3.0469 2022/08/15 10:41:39 - mmengine - INFO - Epoch(train) [91][3500/3757] lr: 1.0000e-01 eta: 2 days, 5:18:31 time: 0.3146 data_time: 0.0184 memory: 9395 grad_norm: 2.2038 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1607 loss: 3.1607 2022/08/15 10:42:10 - mmengine - INFO - Epoch(train) [91][3600/3757] lr: 1.0000e-01 eta: 2 days, 5:18:01 time: 0.3115 data_time: 0.0164 memory: 9395 grad_norm: 2.2021 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.8439 loss: 2.8439 2022/08/15 10:42:42 - mmengine - INFO - Epoch(train) [91][3700/3757] lr: 1.0000e-01 eta: 2 days, 5:17:31 time: 0.3131 data_time: 0.0167 memory: 9395 grad_norm: 2.2241 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2992 loss: 3.2992 2022/08/15 10:43:00 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 10:43:00 - mmengine - INFO - Epoch(train) [91][3757/3757] lr: 1.0000e-01 eta: 2 days, 5:17:19 time: 0.3060 data_time: 0.0177 memory: 9395 grad_norm: 2.1071 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 3.0369 loss: 3.0369 2022/08/15 10:43:32 - mmengine - INFO - Epoch(train) [92][100/3757] lr: 1.0000e-01 eta: 2 days, 5:16:36 time: 0.3122 data_time: 0.0168 memory: 9395 grad_norm: 2.1648 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1842 loss: 3.1842 2022/08/15 10:43:37 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 10:44:04 - mmengine - INFO - Epoch(train) [92][200/3757] lr: 1.0000e-01 eta: 2 days, 5:16:06 time: 0.3123 data_time: 0.0171 memory: 9395 grad_norm: 2.2284 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9896 loss: 2.9896 2022/08/15 10:44:35 - mmengine - INFO - Epoch(train) [92][300/3757] lr: 1.0000e-01 eta: 2 days, 5:15:35 time: 0.3139 data_time: 0.0191 memory: 9395 grad_norm: 2.2171 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9681 loss: 2.9681 2022/08/15 10:45:07 - mmengine - INFO - Epoch(train) [92][400/3757] lr: 1.0000e-01 eta: 2 days, 5:15:05 time: 0.3130 data_time: 0.0166 memory: 9395 grad_norm: 2.2148 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4908 loss: 3.4908 2022/08/15 10:45:38 - mmengine - INFO - Epoch(train) [92][500/3757] lr: 1.0000e-01 eta: 2 days, 5:14:35 time: 0.3161 data_time: 0.0181 memory: 9395 grad_norm: 2.2266 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.0489 loss: 3.0489 2022/08/15 10:46:09 - mmengine - INFO - Epoch(train) [92][600/3757] lr: 1.0000e-01 eta: 2 days, 5:14:05 time: 0.3127 data_time: 0.0174 memory: 9395 grad_norm: 2.1958 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7193 loss: 2.7193 2022/08/15 10:46:41 - mmengine - INFO - Epoch(train) [92][700/3757] lr: 1.0000e-01 eta: 2 days, 5:13:35 time: 0.3122 data_time: 0.0171 memory: 9395 grad_norm: 2.1793 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0513 loss: 3.0513 2022/08/15 10:47:12 - mmengine - INFO - Epoch(train) [92][800/3757] lr: 1.0000e-01 eta: 2 days, 5:13:05 time: 0.3127 data_time: 0.0171 memory: 9395 grad_norm: 2.3151 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.9426 loss: 2.9426 2022/08/15 10:47:44 - mmengine - INFO - Epoch(train) [92][900/3757] lr: 1.0000e-01 eta: 2 days, 5:12:34 time: 0.3131 data_time: 0.0177 memory: 9395 grad_norm: 2.1694 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1982 loss: 3.1982 2022/08/15 10:48:15 - mmengine - INFO - Epoch(train) [92][1000/3757] lr: 1.0000e-01 eta: 2 days, 5:12:05 time: 0.3122 data_time: 0.0168 memory: 9395 grad_norm: 2.1834 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9448 loss: 2.9448 2022/08/15 10:48:47 - mmengine - INFO - Epoch(train) [92][1100/3757] lr: 1.0000e-01 eta: 2 days, 5:11:35 time: 0.3124 data_time: 0.0162 memory: 9395 grad_norm: 2.1887 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1476 loss: 3.1476 2022/08/15 10:48:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 10:49:18 - mmengine - INFO - Epoch(train) [92][1200/3757] lr: 1.0000e-01 eta: 2 days, 5:11:05 time: 0.3137 data_time: 0.0169 memory: 9395 grad_norm: 2.2103 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0587 loss: 3.0587 2022/08/15 10:49:50 - mmengine - INFO - Epoch(train) [92][1300/3757] lr: 1.0000e-01 eta: 2 days, 5:10:34 time: 0.3135 data_time: 0.0186 memory: 9395 grad_norm: 2.2480 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1877 loss: 3.1877 2022/08/15 10:50:21 - mmengine - INFO - Epoch(train) [92][1400/3757] lr: 1.0000e-01 eta: 2 days, 5:10:04 time: 0.3125 data_time: 0.0162 memory: 9395 grad_norm: 2.2282 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8115 loss: 2.8115 2022/08/15 10:50:53 - mmengine - INFO - Epoch(train) [92][1500/3757] lr: 1.0000e-01 eta: 2 days, 5:09:34 time: 0.3126 data_time: 0.0190 memory: 9395 grad_norm: 2.1799 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8182 loss: 2.8182 2022/08/15 10:51:24 - mmengine - INFO - Epoch(train) [92][1600/3757] lr: 1.0000e-01 eta: 2 days, 5:09:04 time: 0.3126 data_time: 0.0165 memory: 9395 grad_norm: 2.2034 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9632 loss: 2.9632 2022/08/15 10:51:56 - mmengine - INFO - Epoch(train) [92][1700/3757] lr: 1.0000e-01 eta: 2 days, 5:08:35 time: 0.3131 data_time: 0.0173 memory: 9395 grad_norm: 2.2521 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.9890 loss: 2.9890 2022/08/15 10:52:27 - mmengine - INFO - Epoch(train) [92][1800/3757] lr: 1.0000e-01 eta: 2 days, 5:08:04 time: 0.3123 data_time: 0.0175 memory: 9395 grad_norm: 2.2575 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8201 loss: 2.8201 2022/08/15 10:52:59 - mmengine - INFO - Epoch(train) [92][1900/3757] lr: 1.0000e-01 eta: 2 days, 5:07:34 time: 0.3155 data_time: 0.0190 memory: 9395 grad_norm: 2.2115 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8868 loss: 2.8868 2022/08/15 10:53:30 - mmengine - INFO - Epoch(train) [92][2000/3757] lr: 1.0000e-01 eta: 2 days, 5:07:04 time: 0.3135 data_time: 0.0164 memory: 9395 grad_norm: 2.2657 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4642 loss: 3.4642 2022/08/15 10:54:02 - mmengine - INFO - Epoch(train) [92][2100/3757] lr: 1.0000e-01 eta: 2 days, 5:06:34 time: 0.3128 data_time: 0.0167 memory: 9395 grad_norm: 2.1796 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.9828 loss: 2.9828 2022/08/15 10:54:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 10:54:33 - mmengine - INFO - Epoch(train) [92][2200/3757] lr: 1.0000e-01 eta: 2 days, 5:06:04 time: 0.3124 data_time: 0.0165 memory: 9395 grad_norm: 2.2007 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6705 loss: 2.6705 2022/08/15 10:55:05 - mmengine - INFO - Epoch(train) [92][2300/3757] lr: 1.0000e-01 eta: 2 days, 5:05:34 time: 0.3122 data_time: 0.0167 memory: 9395 grad_norm: 2.2175 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1965 loss: 3.1965 2022/08/15 10:55:36 - mmengine - INFO - Epoch(train) [92][2400/3757] lr: 1.0000e-01 eta: 2 days, 5:05:04 time: 0.3133 data_time: 0.0179 memory: 9395 grad_norm: 2.2814 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2033 loss: 3.2033 2022/08/15 10:56:07 - mmengine - INFO - Epoch(train) [92][2500/3757] lr: 1.0000e-01 eta: 2 days, 5:04:33 time: 0.3129 data_time: 0.0183 memory: 9395 grad_norm: 2.2564 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8556 loss: 2.8556 2022/08/15 10:56:39 - mmengine - INFO - Epoch(train) [92][2600/3757] lr: 1.0000e-01 eta: 2 days, 5:04:03 time: 0.3127 data_time: 0.0173 memory: 9395 grad_norm: 2.1740 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8654 loss: 2.8654 2022/08/15 10:57:10 - mmengine - INFO - Epoch(train) [92][2700/3757] lr: 1.0000e-01 eta: 2 days, 5:03:33 time: 0.3144 data_time: 0.0171 memory: 9395 grad_norm: 2.1583 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1126 loss: 3.1126 2022/08/15 10:57:42 - mmengine - INFO - Epoch(train) [92][2800/3757] lr: 1.0000e-01 eta: 2 days, 5:03:03 time: 0.3136 data_time: 0.0164 memory: 9395 grad_norm: 2.1948 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8869 loss: 2.8869 2022/08/15 10:58:13 - mmengine - INFO - Epoch(train) [92][2900/3757] lr: 1.0000e-01 eta: 2 days, 5:02:33 time: 0.3135 data_time: 0.0183 memory: 9395 grad_norm: 2.1923 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2848 loss: 3.2848 2022/08/15 10:58:45 - mmengine - INFO - Epoch(train) [92][3000/3757] lr: 1.0000e-01 eta: 2 days, 5:02:03 time: 0.3130 data_time: 0.0164 memory: 9395 grad_norm: 2.2240 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2036 loss: 3.2036 2022/08/15 10:59:16 - mmengine - INFO - Epoch(train) [92][3100/3757] lr: 1.0000e-01 eta: 2 days, 5:01:33 time: 0.3123 data_time: 0.0172 memory: 9395 grad_norm: 2.2500 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.2833 loss: 3.2833 2022/08/15 10:59:20 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 10:59:48 - mmengine - INFO - Epoch(train) [92][3200/3757] lr: 1.0000e-01 eta: 2 days, 5:01:02 time: 0.3117 data_time: 0.0177 memory: 9395 grad_norm: 2.1497 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2926 loss: 3.2926 2022/08/15 11:00:19 - mmengine - INFO - Epoch(train) [92][3300/3757] lr: 1.0000e-01 eta: 2 days, 5:00:32 time: 0.3130 data_time: 0.0167 memory: 9395 grad_norm: 2.2644 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1256 loss: 3.1256 2022/08/15 11:00:50 - mmengine - INFO - Epoch(train) [92][3400/3757] lr: 1.0000e-01 eta: 2 days, 5:00:02 time: 0.3135 data_time: 0.0184 memory: 9395 grad_norm: 2.2407 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9263 loss: 2.9263 2022/08/15 11:01:22 - mmengine - INFO - Epoch(train) [92][3500/3757] lr: 1.0000e-01 eta: 2 days, 4:59:32 time: 0.3116 data_time: 0.0177 memory: 9395 grad_norm: 2.2757 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2006 loss: 3.2006 2022/08/15 11:01:53 - mmengine - INFO - Epoch(train) [92][3600/3757] lr: 1.0000e-01 eta: 2 days, 4:59:02 time: 0.3127 data_time: 0.0166 memory: 9395 grad_norm: 2.2479 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9213 loss: 2.9213 2022/08/15 11:02:25 - mmengine - INFO - Epoch(train) [92][3700/3757] lr: 1.0000e-01 eta: 2 days, 4:58:31 time: 0.3137 data_time: 0.0174 memory: 9395 grad_norm: 2.2448 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0685 loss: 3.0685 2022/08/15 11:02:42 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 11:02:42 - mmengine - INFO - Epoch(train) [92][3757/3757] lr: 1.0000e-01 eta: 2 days, 4:58:19 time: 0.3065 data_time: 0.0162 memory: 9395 grad_norm: 2.2179 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 2.8958 loss: 2.8958 2022/08/15 11:02:43 - mmengine - INFO - Saving checkpoint at 92 epochs 2022/08/15 11:03:17 - mmengine - INFO - Epoch(train) [93][100/3757] lr: 1.0000e-01 eta: 2 days, 4:57:37 time: 0.3141 data_time: 0.0175 memory: 9395 grad_norm: 2.2184 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0492 loss: 3.0492 2022/08/15 11:03:49 - mmengine - INFO - Epoch(train) [93][200/3757] lr: 1.0000e-01 eta: 2 days, 4:57:07 time: 0.3120 data_time: 0.0164 memory: 9395 grad_norm: 2.2021 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0551 loss: 3.0551 2022/08/15 11:04:20 - mmengine - INFO - Epoch(train) [93][300/3757] lr: 1.0000e-01 eta: 2 days, 4:56:37 time: 0.3136 data_time: 0.0174 memory: 9395 grad_norm: 2.3018 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1271 loss: 3.1271 2022/08/15 11:04:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 11:04:52 - mmengine - INFO - Epoch(train) [93][400/3757] lr: 1.0000e-01 eta: 2 days, 4:56:06 time: 0.3148 data_time: 0.0167 memory: 9395 grad_norm: 2.2596 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0343 loss: 3.0343 2022/08/15 11:05:23 - mmengine - INFO - Epoch(train) [93][500/3757] lr: 1.0000e-01 eta: 2 days, 4:55:36 time: 0.3135 data_time: 0.0164 memory: 9395 grad_norm: 2.2369 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2427 loss: 3.2427 2022/08/15 11:05:55 - mmengine - INFO - Epoch(train) [93][600/3757] lr: 1.0000e-01 eta: 2 days, 4:55:06 time: 0.3128 data_time: 0.0168 memory: 9395 grad_norm: 2.2594 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3872 loss: 3.3872 2022/08/15 11:06:26 - mmengine - INFO - Epoch(train) [93][700/3757] lr: 1.0000e-01 eta: 2 days, 4:54:36 time: 0.3124 data_time: 0.0176 memory: 9395 grad_norm: 2.2252 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0817 loss: 3.0817 2022/08/15 11:06:58 - mmengine - INFO - Epoch(train) [93][800/3757] lr: 1.0000e-01 eta: 2 days, 4:54:06 time: 0.3284 data_time: 0.0178 memory: 9395 grad_norm: 2.2392 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.0590 loss: 3.0590 2022/08/15 11:07:29 - mmengine - INFO - Epoch(train) [93][900/3757] lr: 1.0000e-01 eta: 2 days, 4:53:36 time: 0.3133 data_time: 0.0166 memory: 9395 grad_norm: 2.2185 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8207 loss: 2.8207 2022/08/15 11:08:01 - mmengine - INFO - Epoch(train) [93][1000/3757] lr: 1.0000e-01 eta: 2 days, 4:53:06 time: 0.3160 data_time: 0.0185 memory: 9395 grad_norm: 2.1828 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.0048 loss: 3.0048 2022/08/15 11:08:32 - mmengine - INFO - Epoch(train) [93][1100/3757] lr: 1.0000e-01 eta: 2 days, 4:52:36 time: 0.3133 data_time: 0.0170 memory: 9395 grad_norm: 2.2959 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8486 loss: 2.8486 2022/08/15 11:09:03 - mmengine - INFO - Epoch(train) [93][1200/3757] lr: 1.0000e-01 eta: 2 days, 4:52:06 time: 0.3127 data_time: 0.0169 memory: 9395 grad_norm: 2.2472 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4278 loss: 3.4278 2022/08/15 11:09:35 - mmengine - INFO - Epoch(train) [93][1300/3757] lr: 1.0000e-01 eta: 2 days, 4:51:36 time: 0.3123 data_time: 0.0162 memory: 9395 grad_norm: 2.2072 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1672 loss: 3.1672 2022/08/15 11:09:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 11:10:06 - mmengine - INFO - Epoch(train) [93][1400/3757] lr: 1.0000e-01 eta: 2 days, 4:51:06 time: 0.3119 data_time: 0.0173 memory: 9395 grad_norm: 2.2662 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9948 loss: 2.9948 2022/08/15 11:10:38 - mmengine - INFO - Epoch(train) [93][1500/3757] lr: 1.0000e-01 eta: 2 days, 4:50:35 time: 0.3150 data_time: 0.0181 memory: 9395 grad_norm: 2.2752 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.1497 loss: 3.1497 2022/08/15 11:11:09 - mmengine - INFO - Epoch(train) [93][1600/3757] lr: 1.0000e-01 eta: 2 days, 4:50:05 time: 0.3161 data_time: 0.0182 memory: 9395 grad_norm: 2.2788 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7601 loss: 2.7601 2022/08/15 11:11:41 - mmengine - INFO - Epoch(train) [93][1700/3757] lr: 1.0000e-01 eta: 2 days, 4:49:35 time: 0.3125 data_time: 0.0175 memory: 9395 grad_norm: 2.2046 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.4009 loss: 3.4009 2022/08/15 11:12:12 - mmengine - INFO - Epoch(train) [93][1800/3757] lr: 1.0000e-01 eta: 2 days, 4:49:05 time: 0.3142 data_time: 0.0186 memory: 9395 grad_norm: 2.1841 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0264 loss: 3.0264 2022/08/15 11:12:44 - mmengine - INFO - Epoch(train) [93][1900/3757] lr: 1.0000e-01 eta: 2 days, 4:48:35 time: 0.3121 data_time: 0.0166 memory: 9395 grad_norm: 2.2456 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3421 loss: 3.3421 2022/08/15 11:13:15 - mmengine - INFO - Epoch(train) [93][2000/3757] lr: 1.0000e-01 eta: 2 days, 4:48:05 time: 0.3113 data_time: 0.0173 memory: 9395 grad_norm: 2.2105 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1738 loss: 3.1738 2022/08/15 11:13:47 - mmengine - INFO - Epoch(train) [93][2100/3757] lr: 1.0000e-01 eta: 2 days, 4:47:35 time: 0.3139 data_time: 0.0173 memory: 9395 grad_norm: 2.2097 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2694 loss: 3.2694 2022/08/15 11:14:18 - mmengine - INFO - Epoch(train) [93][2200/3757] lr: 1.0000e-01 eta: 2 days, 4:47:05 time: 0.3123 data_time: 0.0167 memory: 9395 grad_norm: 2.2671 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9416 loss: 2.9416 2022/08/15 11:14:50 - mmengine - INFO - Epoch(train) [93][2300/3757] lr: 1.0000e-01 eta: 2 days, 4:46:35 time: 0.3197 data_time: 0.0184 memory: 9395 grad_norm: 2.3838 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0097 loss: 3.0097 2022/08/15 11:15:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 11:15:21 - mmengine - INFO - Epoch(train) [93][2400/3757] lr: 1.0000e-01 eta: 2 days, 4:46:05 time: 0.3121 data_time: 0.0167 memory: 9395 grad_norm: 2.1934 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0733 loss: 3.0733 2022/08/15 11:15:53 - mmengine - INFO - Epoch(train) [93][2500/3757] lr: 1.0000e-01 eta: 2 days, 4:45:34 time: 0.3124 data_time: 0.0164 memory: 9395 grad_norm: 2.1963 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8583 loss: 2.8583 2022/08/15 11:16:24 - mmengine - INFO - Epoch(train) [93][2600/3757] lr: 1.0000e-01 eta: 2 days, 4:45:05 time: 0.3121 data_time: 0.0172 memory: 9395 grad_norm: 2.2450 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1970 loss: 3.1970 2022/08/15 11:16:56 - mmengine - INFO - Epoch(train) [93][2700/3757] lr: 1.0000e-01 eta: 2 days, 4:44:34 time: 0.3129 data_time: 0.0168 memory: 9395 grad_norm: 2.2866 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2632 loss: 3.2632 2022/08/15 11:17:27 - mmengine - INFO - Epoch(train) [93][2800/3757] lr: 1.0000e-01 eta: 2 days, 4:44:04 time: 0.3126 data_time: 0.0169 memory: 9395 grad_norm: 2.2743 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0526 loss: 3.0526 2022/08/15 11:17:59 - mmengine - INFO - Epoch(train) [93][2900/3757] lr: 1.0000e-01 eta: 2 days, 4:43:34 time: 0.3146 data_time: 0.0174 memory: 9395 grad_norm: 2.2412 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9075 loss: 2.9075 2022/08/15 11:18:30 - mmengine - INFO - Epoch(train) [93][3000/3757] lr: 1.0000e-01 eta: 2 days, 4:43:04 time: 0.3119 data_time: 0.0176 memory: 9395 grad_norm: 2.2055 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9641 loss: 2.9641 2022/08/15 11:19:01 - mmengine - INFO - Epoch(train) [93][3100/3757] lr: 1.0000e-01 eta: 2 days, 4:42:33 time: 0.3144 data_time: 0.0173 memory: 9395 grad_norm: 2.1506 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9812 loss: 2.9812 2022/08/15 11:19:33 - mmengine - INFO - Epoch(train) [93][3200/3757] lr: 1.0000e-01 eta: 2 days, 4:42:03 time: 0.3136 data_time: 0.0173 memory: 9395 grad_norm: 2.1843 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7390 loss: 2.7390 2022/08/15 11:20:04 - mmengine - INFO - Epoch(train) [93][3300/3757] lr: 1.0000e-01 eta: 2 days, 4:41:33 time: 0.3125 data_time: 0.0173 memory: 9395 grad_norm: 2.2703 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2217 loss: 3.2217 2022/08/15 11:20:22 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 11:20:36 - mmengine - INFO - Epoch(train) [93][3400/3757] lr: 1.0000e-01 eta: 2 days, 4:41:03 time: 0.3122 data_time: 0.0171 memory: 9395 grad_norm: 2.2081 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4515 loss: 3.4515 2022/08/15 11:21:07 - mmengine - INFO - Epoch(train) [93][3500/3757] lr: 1.0000e-01 eta: 2 days, 4:40:33 time: 0.3138 data_time: 0.0169 memory: 9395 grad_norm: 2.2816 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2824 loss: 3.2824 2022/08/15 11:21:38 - mmengine - INFO - Epoch(train) [93][3600/3757] lr: 1.0000e-01 eta: 2 days, 4:40:02 time: 0.3184 data_time: 0.0168 memory: 9395 grad_norm: 2.2921 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1511 loss: 3.1511 2022/08/15 11:22:10 - mmengine - INFO - Epoch(train) [93][3700/3757] lr: 1.0000e-01 eta: 2 days, 4:39:32 time: 0.3127 data_time: 0.0171 memory: 9395 grad_norm: 2.1533 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0928 loss: 3.0928 2022/08/15 11:22:28 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 11:22:28 - mmengine - INFO - Epoch(train) [93][3757/3757] lr: 1.0000e-01 eta: 2 days, 4:39:20 time: 0.3086 data_time: 0.0177 memory: 9395 grad_norm: 2.2298 top1_acc: 0.0000 top5_acc: 0.4286 loss_cls: 2.8933 loss: 2.8933 2022/08/15 11:23:01 - mmengine - INFO - Epoch(train) [94][100/3757] lr: 1.0000e-01 eta: 2 days, 4:38:39 time: 0.3143 data_time: 0.0180 memory: 9395 grad_norm: 2.1764 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9771 loss: 2.9771 2022/08/15 11:23:33 - mmengine - INFO - Epoch(train) [94][200/3757] lr: 1.0000e-01 eta: 2 days, 4:38:09 time: 0.3119 data_time: 0.0177 memory: 9395 grad_norm: 2.2487 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7732 loss: 2.7732 2022/08/15 11:24:04 - mmengine - INFO - Epoch(train) [94][300/3757] lr: 1.0000e-01 eta: 2 days, 4:37:38 time: 0.3119 data_time: 0.0191 memory: 9395 grad_norm: 2.2042 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8236 loss: 2.8236 2022/08/15 11:24:35 - mmengine - INFO - Epoch(train) [94][400/3757] lr: 1.0000e-01 eta: 2 days, 4:37:08 time: 0.3135 data_time: 0.0167 memory: 9395 grad_norm: 2.2039 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.7459 loss: 2.7459 2022/08/15 11:25:07 - mmengine - INFO - Epoch(train) [94][500/3757] lr: 1.0000e-01 eta: 2 days, 4:36:38 time: 0.3127 data_time: 0.0166 memory: 9395 grad_norm: 2.2396 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1137 loss: 3.1137 2022/08/15 11:25:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 11:25:39 - mmengine - INFO - Epoch(train) [94][600/3757] lr: 1.0000e-01 eta: 2 days, 4:36:08 time: 0.3270 data_time: 0.0248 memory: 9395 grad_norm: 2.2456 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0033 loss: 3.0033 2022/08/15 11:26:10 - mmengine - INFO - Epoch(train) [94][700/3757] lr: 1.0000e-01 eta: 2 days, 4:35:38 time: 0.3123 data_time: 0.0181 memory: 9395 grad_norm: 2.1629 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9732 loss: 2.9732 2022/08/15 11:26:41 - mmengine - INFO - Epoch(train) [94][800/3757] lr: 1.0000e-01 eta: 2 days, 4:35:08 time: 0.3124 data_time: 0.0166 memory: 9395 grad_norm: 2.2579 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9631 loss: 2.9631 2022/08/15 11:27:13 - mmengine - INFO - Epoch(train) [94][900/3757] lr: 1.0000e-01 eta: 2 days, 4:34:37 time: 0.3149 data_time: 0.0188 memory: 9395 grad_norm: 2.2655 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9764 loss: 2.9764 2022/08/15 11:27:44 - mmengine - INFO - Epoch(train) [94][1000/3757] lr: 1.0000e-01 eta: 2 days, 4:34:07 time: 0.3110 data_time: 0.0176 memory: 9395 grad_norm: 2.3084 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.0951 loss: 3.0951 2022/08/15 11:28:16 - mmengine - INFO - Epoch(train) [94][1100/3757] lr: 1.0000e-01 eta: 2 days, 4:33:37 time: 0.3132 data_time: 0.0169 memory: 9395 grad_norm: 2.1430 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8163 loss: 2.8163 2022/08/15 11:28:47 - mmengine - INFO - Epoch(train) [94][1200/3757] lr: 1.0000e-01 eta: 2 days, 4:33:07 time: 0.3132 data_time: 0.0172 memory: 9395 grad_norm: 2.2370 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9651 loss: 2.9651 2022/08/15 11:29:19 - mmengine - INFO - Epoch(train) [94][1300/3757] lr: 1.0000e-01 eta: 2 days, 4:32:36 time: 0.3124 data_time: 0.0174 memory: 9395 grad_norm: 2.1860 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8980 loss: 2.8980 2022/08/15 11:29:50 - mmengine - INFO - Epoch(train) [94][1400/3757] lr: 1.0000e-01 eta: 2 days, 4:32:06 time: 0.3149 data_time: 0.0182 memory: 9395 grad_norm: 2.2170 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0278 loss: 3.0278 2022/08/15 11:30:21 - mmengine - INFO - Epoch(train) [94][1500/3757] lr: 1.0000e-01 eta: 2 days, 4:31:36 time: 0.3121 data_time: 0.0182 memory: 9395 grad_norm: 2.1662 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3962 loss: 3.3962 2022/08/15 11:30:53 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 11:30:53 - mmengine - INFO - Epoch(train) [94][1600/3757] lr: 1.0000e-01 eta: 2 days, 4:31:06 time: 0.3119 data_time: 0.0172 memory: 9395 grad_norm: 2.3080 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8696 loss: 2.8696 2022/08/15 11:31:24 - mmengine - INFO - Epoch(train) [94][1700/3757] lr: 1.0000e-01 eta: 2 days, 4:30:36 time: 0.3140 data_time: 0.0184 memory: 9395 grad_norm: 2.1932 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1158 loss: 3.1158 2022/08/15 11:31:56 - mmengine - INFO - Epoch(train) [94][1800/3757] lr: 1.0000e-01 eta: 2 days, 4:30:06 time: 0.3126 data_time: 0.0171 memory: 9395 grad_norm: 2.2071 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7527 loss: 2.7527 2022/08/15 11:32:27 - mmengine - INFO - Epoch(train) [94][1900/3757] lr: 1.0000e-01 eta: 2 days, 4:29:36 time: 0.3128 data_time: 0.0169 memory: 9395 grad_norm: 2.2092 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2720 loss: 3.2720 2022/08/15 11:32:59 - mmengine - INFO - Epoch(train) [94][2000/3757] lr: 1.0000e-01 eta: 2 days, 4:29:05 time: 0.3151 data_time: 0.0177 memory: 9395 grad_norm: 2.2091 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2124 loss: 3.2124 2022/08/15 11:33:30 - mmengine - INFO - Epoch(train) [94][2100/3757] lr: 1.0000e-01 eta: 2 days, 4:28:35 time: 0.3153 data_time: 0.0178 memory: 9395 grad_norm: 2.1837 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9518 loss: 2.9518 2022/08/15 11:34:02 - mmengine - INFO - Epoch(train) [94][2200/3757] lr: 1.0000e-01 eta: 2 days, 4:28:05 time: 0.3142 data_time: 0.0170 memory: 9395 grad_norm: 2.2268 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.4527 loss: 3.4527 2022/08/15 11:34:33 - mmengine - INFO - Epoch(train) [94][2300/3757] lr: 1.0000e-01 eta: 2 days, 4:27:35 time: 0.3146 data_time: 0.0173 memory: 9395 grad_norm: 2.2032 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.1308 loss: 3.1308 2022/08/15 11:35:05 - mmengine - INFO - Epoch(train) [94][2400/3757] lr: 1.0000e-01 eta: 2 days, 4:27:05 time: 0.3143 data_time: 0.0172 memory: 9395 grad_norm: 2.1816 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9923 loss: 2.9923 2022/08/15 11:35:36 - mmengine - INFO - Epoch(train) [94][2500/3757] lr: 1.0000e-01 eta: 2 days, 4:26:35 time: 0.3124 data_time: 0.0172 memory: 9395 grad_norm: 2.2216 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8253 loss: 2.8253 2022/08/15 11:36:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 11:36:08 - mmengine - INFO - Epoch(train) [94][2600/3757] lr: 1.0000e-01 eta: 2 days, 4:26:04 time: 0.3117 data_time: 0.0174 memory: 9395 grad_norm: 2.1648 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9670 loss: 2.9670 2022/08/15 11:36:39 - mmengine - INFO - Epoch(train) [94][2700/3757] lr: 1.0000e-01 eta: 2 days, 4:25:34 time: 0.3120 data_time: 0.0168 memory: 9395 grad_norm: 2.2036 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0150 loss: 3.0150 2022/08/15 11:37:10 - mmengine - INFO - Epoch(train) [94][2800/3757] lr: 1.0000e-01 eta: 2 days, 4:25:04 time: 0.3128 data_time: 0.0178 memory: 9395 grad_norm: 2.1573 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9245 loss: 2.9245 2022/08/15 11:37:42 - mmengine - INFO - Epoch(train) [94][2900/3757] lr: 1.0000e-01 eta: 2 days, 4:24:34 time: 0.3119 data_time: 0.0174 memory: 9395 grad_norm: 2.1659 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 2.9389 loss: 2.9389 2022/08/15 11:38:13 - mmengine - INFO - Epoch(train) [94][3000/3757] lr: 1.0000e-01 eta: 2 days, 4:24:03 time: 0.3147 data_time: 0.0189 memory: 9395 grad_norm: 2.2399 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8941 loss: 2.8941 2022/08/15 11:38:45 - mmengine - INFO - Epoch(train) [94][3100/3757] lr: 1.0000e-01 eta: 2 days, 4:23:33 time: 0.3145 data_time: 0.0187 memory: 9395 grad_norm: 2.1889 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9982 loss: 2.9982 2022/08/15 11:39:16 - mmengine - INFO - Epoch(train) [94][3200/3757] lr: 1.0000e-01 eta: 2 days, 4:23:03 time: 0.3114 data_time: 0.0173 memory: 9395 grad_norm: 2.1749 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0188 loss: 3.0188 2022/08/15 11:39:48 - mmengine - INFO - Epoch(train) [94][3300/3757] lr: 1.0000e-01 eta: 2 days, 4:22:33 time: 0.3134 data_time: 0.0171 memory: 9395 grad_norm: 2.1748 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9131 loss: 2.9131 2022/08/15 11:40:19 - mmengine - INFO - Epoch(train) [94][3400/3757] lr: 1.0000e-01 eta: 2 days, 4:22:03 time: 0.3120 data_time: 0.0174 memory: 9395 grad_norm: 2.2017 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1458 loss: 3.1458 2022/08/15 11:40:51 - mmengine - INFO - Epoch(train) [94][3500/3757] lr: 1.0000e-01 eta: 2 days, 4:21:33 time: 0.3126 data_time: 0.0165 memory: 9395 grad_norm: 2.1556 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2259 loss: 3.2259 2022/08/15 11:41:22 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 11:41:22 - mmengine - INFO - Epoch(train) [94][3600/3757] lr: 1.0000e-01 eta: 2 days, 4:21:02 time: 0.3126 data_time: 0.0187 memory: 9395 grad_norm: 2.2246 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9900 loss: 2.9900 2022/08/15 11:41:54 - mmengine - INFO - Epoch(train) [94][3700/3757] lr: 1.0000e-01 eta: 2 days, 4:20:32 time: 0.3168 data_time: 0.0202 memory: 9395 grad_norm: 2.2616 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1121 loss: 3.1121 2022/08/15 11:42:11 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 11:42:11 - mmengine - INFO - Epoch(train) [94][3757/3757] lr: 1.0000e-01 eta: 2 days, 4:20:20 time: 0.3077 data_time: 0.0187 memory: 9395 grad_norm: 2.1879 top1_acc: 0.2857 top5_acc: 0.5714 loss_cls: 2.7877 loss: 2.7877 2022/08/15 11:42:45 - mmengine - INFO - Epoch(train) [95][100/3757] lr: 1.0000e-02 eta: 2 days, 4:19:39 time: 0.3126 data_time: 0.0174 memory: 9395 grad_norm: 2.0770 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.7885 loss: 2.7885 2022/08/15 11:43:16 - mmengine - INFO - Epoch(train) [95][200/3757] lr: 1.0000e-02 eta: 2 days, 4:19:08 time: 0.3157 data_time: 0.0184 memory: 9395 grad_norm: 2.1070 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6512 loss: 2.6512 2022/08/15 11:43:47 - mmengine - INFO - Epoch(train) [95][300/3757] lr: 1.0000e-02 eta: 2 days, 4:18:38 time: 0.3120 data_time: 0.0171 memory: 9395 grad_norm: 2.1422 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.5166 loss: 2.5166 2022/08/15 11:44:19 - mmengine - INFO - Epoch(train) [95][400/3757] lr: 1.0000e-02 eta: 2 days, 4:18:08 time: 0.3131 data_time: 0.0169 memory: 9395 grad_norm: 2.1785 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3296 loss: 2.3296 2022/08/15 11:44:50 - mmengine - INFO - Epoch(train) [95][500/3757] lr: 1.0000e-02 eta: 2 days, 4:17:38 time: 0.3135 data_time: 0.0176 memory: 9395 grad_norm: 2.2218 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8729 loss: 2.8729 2022/08/15 11:45:22 - mmengine - INFO - Epoch(train) [95][600/3757] lr: 1.0000e-02 eta: 2 days, 4:17:07 time: 0.3117 data_time: 0.0182 memory: 9395 grad_norm: 2.2316 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6159 loss: 2.6159 2022/08/15 11:45:53 - mmengine - INFO - Epoch(train) [95][700/3757] lr: 1.0000e-02 eta: 2 days, 4:16:37 time: 0.3136 data_time: 0.0191 memory: 9395 grad_norm: 2.2646 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5228 loss: 2.5228 2022/08/15 11:46:25 - mmengine - INFO - Epoch(train) [95][800/3757] lr: 1.0000e-02 eta: 2 days, 4:16:07 time: 0.3135 data_time: 0.0164 memory: 9395 grad_norm: 2.2103 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3218 loss: 2.3218 2022/08/15 11:46:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 11:46:56 - mmengine - INFO - Epoch(train) [95][900/3757] lr: 1.0000e-02 eta: 2 days, 4:15:37 time: 0.3150 data_time: 0.0183 memory: 9395 grad_norm: 2.2343 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6077 loss: 2.6077 2022/08/15 11:47:28 - mmengine - INFO - Epoch(train) [95][1000/3757] lr: 1.0000e-02 eta: 2 days, 4:15:07 time: 0.3125 data_time: 0.0171 memory: 9395 grad_norm: 2.2249 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5063 loss: 2.5063 2022/08/15 11:47:59 - mmengine - INFO - Epoch(train) [95][1100/3757] lr: 1.0000e-02 eta: 2 days, 4:14:37 time: 0.3127 data_time: 0.0174 memory: 9395 grad_norm: 2.2769 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4673 loss: 2.4673 2022/08/15 11:48:31 - mmengine - INFO - Epoch(train) [95][1200/3757] lr: 1.0000e-02 eta: 2 days, 4:14:06 time: 0.3130 data_time: 0.0176 memory: 9395 grad_norm: 2.3437 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4010 loss: 2.4010 2022/08/15 11:49:02 - mmengine - INFO - Epoch(train) [95][1300/3757] lr: 1.0000e-02 eta: 2 days, 4:13:36 time: 0.3121 data_time: 0.0178 memory: 9395 grad_norm: 2.3179 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3149 loss: 2.3149 2022/08/15 11:49:33 - mmengine - INFO - Epoch(train) [95][1400/3757] lr: 1.0000e-02 eta: 2 days, 4:13:06 time: 0.3133 data_time: 0.0182 memory: 9395 grad_norm: 2.3754 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6105 loss: 2.6105 2022/08/15 11:50:05 - mmengine - INFO - Epoch(train) [95][1500/3757] lr: 1.0000e-02 eta: 2 days, 4:12:36 time: 0.3130 data_time: 0.0162 memory: 9395 grad_norm: 2.3785 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2964 loss: 2.2964 2022/08/15 11:50:36 - mmengine - INFO - Epoch(train) [95][1600/3757] lr: 1.0000e-02 eta: 2 days, 4:12:05 time: 0.3124 data_time: 0.0176 memory: 9395 grad_norm: 2.3509 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.4513 loss: 2.4513 2022/08/15 11:51:08 - mmengine - INFO - Epoch(train) [95][1700/3757] lr: 1.0000e-02 eta: 2 days, 4:11:35 time: 0.3124 data_time: 0.0174 memory: 9395 grad_norm: 2.3827 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.4491 loss: 2.4491 2022/08/15 11:51:39 - mmengine - INFO - Epoch(train) [95][1800/3757] lr: 1.0000e-02 eta: 2 days, 4:11:05 time: 0.3120 data_time: 0.0170 memory: 9395 grad_norm: 2.3419 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.5112 loss: 2.5112 2022/08/15 11:51:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 11:52:11 - mmengine - INFO - Epoch(train) [95][1900/3757] lr: 1.0000e-02 eta: 2 days, 4:10:35 time: 0.3128 data_time: 0.0170 memory: 9395 grad_norm: 2.4477 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.7530 loss: 2.7530 2022/08/15 11:52:42 - mmengine - INFO - Epoch(train) [95][2000/3757] lr: 1.0000e-02 eta: 2 days, 4:10:04 time: 0.3126 data_time: 0.0176 memory: 9395 grad_norm: 2.4258 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2920 loss: 2.2920 2022/08/15 11:53:13 - mmengine - INFO - Epoch(train) [95][2100/3757] lr: 1.0000e-02 eta: 2 days, 4:09:34 time: 0.3144 data_time: 0.0183 memory: 9395 grad_norm: 2.3172 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6447 loss: 2.6447 2022/08/15 11:53:45 - mmengine - INFO - Epoch(train) [95][2200/3757] lr: 1.0000e-02 eta: 2 days, 4:09:04 time: 0.3125 data_time: 0.0164 memory: 9395 grad_norm: 2.4890 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4119 loss: 2.4119 2022/08/15 11:54:16 - mmengine - INFO - Epoch(train) [95][2300/3757] lr: 1.0000e-02 eta: 2 days, 4:08:33 time: 0.3157 data_time: 0.0170 memory: 9395 grad_norm: 2.3647 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5004 loss: 2.5004 2022/08/15 11:54:48 - mmengine - INFO - Epoch(train) [95][2400/3757] lr: 1.0000e-02 eta: 2 days, 4:08:03 time: 0.3139 data_time: 0.0165 memory: 9395 grad_norm: 2.4718 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4381 loss: 2.4381 2022/08/15 11:55:19 - mmengine - INFO - Epoch(train) [95][2500/3757] lr: 1.0000e-02 eta: 2 days, 4:07:33 time: 0.3129 data_time: 0.0169 memory: 9395 grad_norm: 2.4366 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5543 loss: 2.5543 2022/08/15 11:55:51 - mmengine - INFO - Epoch(train) [95][2600/3757] lr: 1.0000e-02 eta: 2 days, 4:07:03 time: 0.3113 data_time: 0.0164 memory: 9395 grad_norm: 2.4808 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6956 loss: 2.6956 2022/08/15 11:56:22 - mmengine - INFO - Epoch(train) [95][2700/3757] lr: 1.0000e-02 eta: 2 days, 4:06:33 time: 0.3146 data_time: 0.0180 memory: 9395 grad_norm: 2.5018 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4531 loss: 2.4531 2022/08/15 11:56:54 - mmengine - INFO - Epoch(train) [95][2800/3757] lr: 1.0000e-02 eta: 2 days, 4:06:03 time: 0.3143 data_time: 0.0197 memory: 9395 grad_norm: 2.4341 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3372 loss: 2.3372 2022/08/15 11:57:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 11:57:25 - mmengine - INFO - Epoch(train) [95][2900/3757] lr: 1.0000e-02 eta: 2 days, 4:05:32 time: 0.3164 data_time: 0.0170 memory: 9395 grad_norm: 2.5425 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3730 loss: 2.3730 2022/08/15 11:57:56 - mmengine - INFO - Epoch(train) [95][3000/3757] lr: 1.0000e-02 eta: 2 days, 4:05:02 time: 0.3144 data_time: 0.0176 memory: 9395 grad_norm: 2.4723 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5903 loss: 2.5903 2022/08/15 11:58:28 - mmengine - INFO - Epoch(train) [95][3100/3757] lr: 1.0000e-02 eta: 2 days, 4:04:32 time: 0.3127 data_time: 0.0170 memory: 9395 grad_norm: 2.5532 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1889 loss: 2.1889 2022/08/15 11:58:59 - mmengine - INFO - Epoch(train) [95][3200/3757] lr: 1.0000e-02 eta: 2 days, 4:04:02 time: 0.3126 data_time: 0.0164 memory: 9395 grad_norm: 2.5492 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2105 loss: 2.2105 2022/08/15 11:59:31 - mmengine - INFO - Epoch(train) [95][3300/3757] lr: 1.0000e-02 eta: 2 days, 4:03:32 time: 0.3123 data_time: 0.0167 memory: 9395 grad_norm: 2.6065 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2867 loss: 2.2867 2022/08/15 12:00:05 - mmengine - INFO - Epoch(train) [95][3400/3757] lr: 1.0000e-02 eta: 2 days, 4:03:07 time: 0.4705 data_time: 0.0203 memory: 9395 grad_norm: 2.4810 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5086 loss: 2.5086 2022/08/15 12:00:37 - mmengine - INFO - Epoch(train) [95][3500/3757] lr: 1.0000e-02 eta: 2 days, 4:02:36 time: 0.3139 data_time: 0.0186 memory: 9395 grad_norm: 2.5928 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3747 loss: 2.3747 2022/08/15 12:01:08 - mmengine - INFO - Epoch(train) [95][3600/3757] lr: 1.0000e-02 eta: 2 days, 4:02:06 time: 0.3127 data_time: 0.0171 memory: 9395 grad_norm: 2.4788 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4377 loss: 2.4377 2022/08/15 12:01:40 - mmengine - INFO - Epoch(train) [95][3700/3757] lr: 1.0000e-02 eta: 2 days, 4:01:36 time: 0.3132 data_time: 0.0167 memory: 9395 grad_norm: 2.5527 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5765 loss: 2.5765 2022/08/15 12:01:58 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 12:01:58 - mmengine - INFO - Epoch(train) [95][3757/3757] lr: 1.0000e-02 eta: 2 days, 4:01:24 time: 0.3076 data_time: 0.0173 memory: 9395 grad_norm: 2.6167 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 2.4707 loss: 2.4707 2022/08/15 12:02:16 - mmengine - INFO - Epoch(val) [95][100/310] eta: 0:00:38 time: 0.1856 data_time: 0.0881 memory: 1523 2022/08/15 12:02:33 - mmengine - INFO - Epoch(val) [95][200/310] eta: 0:00:17 time: 0.1597 data_time: 0.0621 memory: 1523 2022/08/15 12:02:49 - mmengine - INFO - Epoch(val) [95][300/310] eta: 0:00:01 time: 0.1638 data_time: 0.0641 memory: 1523 2022/08/15 12:02:53 - mmengine - INFO - Epoch(val) [95][310/310] acc/top1: 0.5290 acc/top5: 0.7838 acc/mean1: 0.5289 2022/08/15 12:02:53 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr/best_acc/top1_epoch_86.pth is removed 2022/08/15 12:02:55 - mmengine - INFO - The best checkpoint with 0.5290 acc/top1 at 96 epoch is saved to best_acc/top1_epoch_96.pth. 2022/08/15 12:03:23 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 12:03:27 - mmengine - INFO - Epoch(train) [96][100/3757] lr: 1.0000e-02 eta: 2 days, 4:00:42 time: 0.3123 data_time: 0.0170 memory: 9395 grad_norm: 2.6069 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5563 loss: 2.5563 2022/08/15 12:03:59 - mmengine - INFO - Epoch(train) [96][200/3757] lr: 1.0000e-02 eta: 2 days, 4:00:12 time: 0.3122 data_time: 0.0165 memory: 9395 grad_norm: 2.6201 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2179 loss: 2.2179 2022/08/15 12:04:30 - mmengine - INFO - Epoch(train) [96][300/3757] lr: 1.0000e-02 eta: 2 days, 3:59:42 time: 0.3134 data_time: 0.0167 memory: 9395 grad_norm: 2.5800 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4031 loss: 2.4031 2022/08/15 12:05:02 - mmengine - INFO - Epoch(train) [96][400/3757] lr: 1.0000e-02 eta: 2 days, 3:59:11 time: 0.3114 data_time: 0.0168 memory: 9395 grad_norm: 2.6341 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3034 loss: 2.3034 2022/08/15 12:05:33 - mmengine - INFO - Epoch(train) [96][500/3757] lr: 1.0000e-02 eta: 2 days, 3:58:41 time: 0.3139 data_time: 0.0169 memory: 9395 grad_norm: 2.6313 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3641 loss: 2.3641 2022/08/15 12:06:05 - mmengine - INFO - Epoch(train) [96][600/3757] lr: 1.0000e-02 eta: 2 days, 3:58:11 time: 0.3129 data_time: 0.0163 memory: 9395 grad_norm: 2.5924 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1642 loss: 2.1642 2022/08/15 12:06:36 - mmengine - INFO - Epoch(train) [96][700/3757] lr: 1.0000e-02 eta: 2 days, 3:57:41 time: 0.3133 data_time: 0.0179 memory: 9395 grad_norm: 2.6276 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3683 loss: 2.3683 2022/08/15 12:07:07 - mmengine - INFO - Epoch(train) [96][800/3757] lr: 1.0000e-02 eta: 2 days, 3:57:10 time: 0.3137 data_time: 0.0162 memory: 9395 grad_norm: 2.6657 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6217 loss: 2.6217 2022/08/15 12:07:39 - mmengine - INFO - Epoch(train) [96][900/3757] lr: 1.0000e-02 eta: 2 days, 3:56:40 time: 0.3114 data_time: 0.0164 memory: 9395 grad_norm: 2.5692 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2601 loss: 2.2601 2022/08/15 12:08:10 - mmengine - INFO - Epoch(train) [96][1000/3757] lr: 1.0000e-02 eta: 2 days, 3:56:10 time: 0.3123 data_time: 0.0174 memory: 9395 grad_norm: 2.6836 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4060 loss: 2.4060 2022/08/15 12:08:37 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 12:08:42 - mmengine - INFO - Epoch(train) [96][1100/3757] lr: 1.0000e-02 eta: 2 days, 3:55:39 time: 0.3125 data_time: 0.0164 memory: 9395 grad_norm: 2.5990 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4369 loss: 2.4369 2022/08/15 12:09:13 - mmengine - INFO - Epoch(train) [96][1200/3757] lr: 1.0000e-02 eta: 2 days, 3:55:09 time: 0.3115 data_time: 0.0166 memory: 9395 grad_norm: 2.5949 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0201 loss: 2.0201 2022/08/15 12:09:44 - mmengine - INFO - Epoch(train) [96][1300/3757] lr: 1.0000e-02 eta: 2 days, 3:54:39 time: 0.3160 data_time: 0.0178 memory: 9395 grad_norm: 2.6325 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.6153 loss: 2.6153 2022/08/15 12:10:16 - mmengine - INFO - Epoch(train) [96][1400/3757] lr: 1.0000e-02 eta: 2 days, 3:54:09 time: 0.3128 data_time: 0.0174 memory: 9395 grad_norm: 2.6840 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3800 loss: 2.3800 2022/08/15 12:10:47 - mmengine - INFO - Epoch(train) [96][1500/3757] lr: 1.0000e-02 eta: 2 days, 3:53:38 time: 0.3155 data_time: 0.0188 memory: 9395 grad_norm: 2.6551 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1117 loss: 2.1117 2022/08/15 12:11:19 - mmengine - INFO - Epoch(train) [96][1600/3757] lr: 1.0000e-02 eta: 2 days, 3:53:08 time: 0.3124 data_time: 0.0166 memory: 9395 grad_norm: 2.6186 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5399 loss: 2.5399 2022/08/15 12:11:50 - mmengine - INFO - Epoch(train) [96][1700/3757] lr: 1.0000e-02 eta: 2 days, 3:52:38 time: 0.3125 data_time: 0.0170 memory: 9395 grad_norm: 2.7162 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3425 loss: 2.3425 2022/08/15 12:12:21 - mmengine - INFO - Epoch(train) [96][1800/3757] lr: 1.0000e-02 eta: 2 days, 3:52:07 time: 0.3114 data_time: 0.0165 memory: 9395 grad_norm: 2.6972 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4169 loss: 2.4169 2022/08/15 12:12:53 - mmengine - INFO - Epoch(train) [96][1900/3757] lr: 1.0000e-02 eta: 2 days, 3:51:37 time: 0.3131 data_time: 0.0173 memory: 9395 grad_norm: 2.6856 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4033 loss: 2.4033 2022/08/15 12:13:24 - mmengine - INFO - Epoch(train) [96][2000/3757] lr: 1.0000e-02 eta: 2 days, 3:51:07 time: 0.3124 data_time: 0.0163 memory: 9395 grad_norm: 2.7476 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5089 loss: 2.5089 2022/08/15 12:13:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 12:13:56 - mmengine - INFO - Epoch(train) [96][2100/3757] lr: 1.0000e-02 eta: 2 days, 3:50:37 time: 0.3119 data_time: 0.0174 memory: 9395 grad_norm: 2.7216 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2949 loss: 2.2949 2022/08/15 12:14:27 - mmengine - INFO - Epoch(train) [96][2200/3757] lr: 1.0000e-02 eta: 2 days, 3:50:06 time: 0.3143 data_time: 0.0175 memory: 9395 grad_norm: 2.7767 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1388 loss: 2.1388 2022/08/15 12:14:59 - mmengine - INFO - Epoch(train) [96][2300/3757] lr: 1.0000e-02 eta: 2 days, 3:49:36 time: 0.3140 data_time: 0.0162 memory: 9395 grad_norm: 2.6893 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3192 loss: 2.3192 2022/08/15 12:15:30 - mmengine - INFO - Epoch(train) [96][2400/3757] lr: 1.0000e-02 eta: 2 days, 3:49:06 time: 0.3113 data_time: 0.0167 memory: 9395 grad_norm: 2.7613 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5533 loss: 2.5533 2022/08/15 12:16:02 - mmengine - INFO - Epoch(train) [96][2500/3757] lr: 1.0000e-02 eta: 2 days, 3:48:36 time: 0.3121 data_time: 0.0170 memory: 9395 grad_norm: 2.6868 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2952 loss: 2.2952 2022/08/15 12:16:33 - mmengine - INFO - Epoch(train) [96][2600/3757] lr: 1.0000e-02 eta: 2 days, 3:48:06 time: 0.3119 data_time: 0.0167 memory: 9395 grad_norm: 2.7667 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3045 loss: 2.3045 2022/08/15 12:17:05 - mmengine - INFO - Epoch(train) [96][2700/3757] lr: 1.0000e-02 eta: 2 days, 3:47:35 time: 0.3138 data_time: 0.0187 memory: 9395 grad_norm: 2.7046 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2546 loss: 2.2546 2022/08/15 12:17:36 - mmengine - INFO - Epoch(train) [96][2800/3757] lr: 1.0000e-02 eta: 2 days, 3:47:05 time: 0.3132 data_time: 0.0175 memory: 9395 grad_norm: 2.8064 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0962 loss: 2.0962 2022/08/15 12:18:08 - mmengine - INFO - Epoch(train) [96][2900/3757] lr: 1.0000e-02 eta: 2 days, 3:46:35 time: 0.3183 data_time: 0.0190 memory: 9395 grad_norm: 2.7706 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3166 loss: 2.3166 2022/08/15 12:18:39 - mmengine - INFO - Epoch(train) [96][3000/3757] lr: 1.0000e-02 eta: 2 days, 3:46:05 time: 0.3129 data_time: 0.0171 memory: 9395 grad_norm: 2.8756 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4374 loss: 2.4374 2022/08/15 12:19:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 12:19:11 - mmengine - INFO - Epoch(train) [96][3100/3757] lr: 1.0000e-02 eta: 2 days, 3:45:35 time: 0.3118 data_time: 0.0168 memory: 9395 grad_norm: 2.8615 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2307 loss: 2.2307 2022/08/15 12:19:42 - mmengine - INFO - Epoch(train) [96][3200/3757] lr: 1.0000e-02 eta: 2 days, 3:45:05 time: 0.3141 data_time: 0.0171 memory: 9395 grad_norm: 2.7420 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6542 loss: 2.6542 2022/08/15 12:20:13 - mmengine - INFO - Epoch(train) [96][3300/3757] lr: 1.0000e-02 eta: 2 days, 3:44:34 time: 0.3127 data_time: 0.0166 memory: 9395 grad_norm: 2.8757 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6550 loss: 2.6550 2022/08/15 12:20:45 - mmengine - INFO - Epoch(train) [96][3400/3757] lr: 1.0000e-02 eta: 2 days, 3:44:04 time: 0.3141 data_time: 0.0183 memory: 9395 grad_norm: 2.8720 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2642 loss: 2.2642 2022/08/15 12:21:16 - mmengine - INFO - Epoch(train) [96][3500/3757] lr: 1.0000e-02 eta: 2 days, 3:43:34 time: 0.3114 data_time: 0.0169 memory: 9395 grad_norm: 2.8356 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1681 loss: 2.1681 2022/08/15 12:21:48 - mmengine - INFO - Epoch(train) [96][3600/3757] lr: 1.0000e-02 eta: 2 days, 3:43:03 time: 0.3123 data_time: 0.0181 memory: 9395 grad_norm: 2.8009 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6271 loss: 2.6271 2022/08/15 12:22:19 - mmengine - INFO - Epoch(train) [96][3700/3757] lr: 1.0000e-02 eta: 2 days, 3:42:33 time: 0.3166 data_time: 0.0173 memory: 9395 grad_norm: 2.8869 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.2705 loss: 2.2705 2022/08/15 12:22:37 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 12:22:37 - mmengine - INFO - Epoch(train) [96][3757/3757] lr: 1.0000e-02 eta: 2 days, 3:42:21 time: 0.3072 data_time: 0.0178 memory: 9395 grad_norm: 2.8700 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 2.3021 loss: 2.3021 2022/08/15 12:22:37 - mmengine - INFO - Saving checkpoint at 96 epochs 2022/08/15 12:23:13 - mmengine - INFO - Epoch(train) [97][100/3757] lr: 1.0000e-02 eta: 2 days, 3:41:39 time: 0.3140 data_time: 0.0172 memory: 9395 grad_norm: 2.8558 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2840 loss: 2.2840 2022/08/15 12:23:45 - mmengine - INFO - Epoch(train) [97][200/3757] lr: 1.0000e-02 eta: 2 days, 3:41:10 time: 0.3124 data_time: 0.0166 memory: 9395 grad_norm: 2.7990 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2915 loss: 2.2915 2022/08/15 12:24:16 - mmengine - INFO - Epoch(train) [97][300/3757] lr: 1.0000e-02 eta: 2 days, 3:40:39 time: 0.3134 data_time: 0.0174 memory: 9395 grad_norm: 2.8100 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2709 loss: 2.2709 2022/08/15 12:24:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 12:24:47 - mmengine - INFO - Epoch(train) [97][400/3757] lr: 1.0000e-02 eta: 2 days, 3:40:09 time: 0.3129 data_time: 0.0165 memory: 9395 grad_norm: 2.8856 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4156 loss: 2.4156 2022/08/15 12:25:19 - mmengine - INFO - Epoch(train) [97][500/3757] lr: 1.0000e-02 eta: 2 days, 3:39:39 time: 0.3143 data_time: 0.0180 memory: 9395 grad_norm: 2.8512 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1503 loss: 2.1503 2022/08/15 12:25:50 - mmengine - INFO - Epoch(train) [97][600/3757] lr: 1.0000e-02 eta: 2 days, 3:39:08 time: 0.3118 data_time: 0.0172 memory: 9395 grad_norm: 2.8307 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4648 loss: 2.4648 2022/08/15 12:26:22 - mmengine - INFO - Epoch(train) [97][700/3757] lr: 1.0000e-02 eta: 2 days, 3:38:38 time: 0.3117 data_time: 0.0164 memory: 9395 grad_norm: 2.8275 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9993 loss: 1.9993 2022/08/15 12:26:53 - mmengine - INFO - Epoch(train) [97][800/3757] lr: 1.0000e-02 eta: 2 days, 3:38:08 time: 0.3131 data_time: 0.0167 memory: 9395 grad_norm: 2.9025 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5625 loss: 2.5625 2022/08/15 12:27:25 - mmengine - INFO - Epoch(train) [97][900/3757] lr: 1.0000e-02 eta: 2 days, 3:37:38 time: 0.3132 data_time: 0.0181 memory: 9395 grad_norm: 2.8910 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2786 loss: 2.2786 2022/08/15 12:27:56 - mmengine - INFO - Epoch(train) [97][1000/3757] lr: 1.0000e-02 eta: 2 days, 3:37:08 time: 0.3162 data_time: 0.0180 memory: 9395 grad_norm: 2.9499 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.4959 loss: 2.4959 2022/08/15 12:28:28 - mmengine - INFO - Epoch(train) [97][1100/3757] lr: 1.0000e-02 eta: 2 days, 3:36:38 time: 0.3124 data_time: 0.0169 memory: 9395 grad_norm: 2.8797 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3188 loss: 2.3188 2022/08/15 12:28:59 - mmengine - INFO - Epoch(train) [97][1200/3757] lr: 1.0000e-02 eta: 2 days, 3:36:08 time: 0.3191 data_time: 0.0179 memory: 9395 grad_norm: 2.9900 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3767 loss: 2.3767 2022/08/15 12:29:31 - mmengine - INFO - Epoch(train) [97][1300/3757] lr: 1.0000e-02 eta: 2 days, 3:35:37 time: 0.3128 data_time: 0.0166 memory: 9395 grad_norm: 2.8371 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.2985 loss: 2.2985 2022/08/15 12:29:40 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 12:30:02 - mmengine - INFO - Epoch(train) [97][1400/3757] lr: 1.0000e-02 eta: 2 days, 3:35:07 time: 0.3126 data_time: 0.0164 memory: 9395 grad_norm: 2.9378 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1784 loss: 2.1784 2022/08/15 12:30:34 - mmengine - INFO - Epoch(train) [97][1500/3757] lr: 1.0000e-02 eta: 2 days, 3:34:37 time: 0.3125 data_time: 0.0170 memory: 9395 grad_norm: 3.0169 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1786 loss: 2.1786 2022/08/15 12:31:05 - mmengine - INFO - Epoch(train) [97][1600/3757] lr: 1.0000e-02 eta: 2 days, 3:34:07 time: 0.3118 data_time: 0.0171 memory: 9395 grad_norm: 2.8325 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4293 loss: 2.4293 2022/08/15 12:31:37 - mmengine - INFO - Epoch(train) [97][1700/3757] lr: 1.0000e-02 eta: 2 days, 3:33:37 time: 0.3140 data_time: 0.0181 memory: 9395 grad_norm: 2.8885 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3834 loss: 2.3834 2022/08/15 12:32:08 - mmengine - INFO - Epoch(train) [97][1800/3757] lr: 1.0000e-02 eta: 2 days, 3:33:06 time: 0.3132 data_time: 0.0159 memory: 9395 grad_norm: 3.0113 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2351 loss: 2.2351 2022/08/15 12:32:40 - mmengine - INFO - Epoch(train) [97][1900/3757] lr: 1.0000e-02 eta: 2 days, 3:32:36 time: 0.3133 data_time: 0.0182 memory: 9395 grad_norm: 2.9311 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.3356 loss: 2.3356 2022/08/15 12:33:11 - mmengine - INFO - Epoch(train) [97][2000/3757] lr: 1.0000e-02 eta: 2 days, 3:32:06 time: 0.3141 data_time: 0.0171 memory: 9395 grad_norm: 2.8672 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3834 loss: 2.3834 2022/08/15 12:33:43 - mmengine - INFO - Epoch(train) [97][2100/3757] lr: 1.0000e-02 eta: 2 days, 3:31:36 time: 0.3129 data_time: 0.0173 memory: 9395 grad_norm: 2.9940 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2628 loss: 2.2628 2022/08/15 12:34:14 - mmengine - INFO - Epoch(train) [97][2200/3757] lr: 1.0000e-02 eta: 2 days, 3:31:06 time: 0.3145 data_time: 0.0172 memory: 9395 grad_norm: 2.9338 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1229 loss: 2.1229 2022/08/15 12:34:46 - mmengine - INFO - Epoch(train) [97][2300/3757] lr: 1.0000e-02 eta: 2 days, 3:30:36 time: 0.3134 data_time: 0.0173 memory: 9395 grad_norm: 2.9954 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1179 loss: 2.1179 2022/08/15 12:34:55 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 12:35:17 - mmengine - INFO - Epoch(train) [97][2400/3757] lr: 1.0000e-02 eta: 2 days, 3:30:05 time: 0.3170 data_time: 0.0187 memory: 9395 grad_norm: 2.9686 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1370 loss: 2.1370 2022/08/15 12:35:49 - mmengine - INFO - Epoch(train) [97][2500/3757] lr: 1.0000e-02 eta: 2 days, 3:29:35 time: 0.3128 data_time: 0.0168 memory: 9395 grad_norm: 2.9567 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0931 loss: 2.0931 2022/08/15 12:36:20 - mmengine - INFO - Epoch(train) [97][2600/3757] lr: 1.0000e-02 eta: 2 days, 3:29:05 time: 0.3153 data_time: 0.0174 memory: 9395 grad_norm: 3.0261 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2880 loss: 2.2880 2022/08/15 12:36:52 - mmengine - INFO - Epoch(train) [97][2700/3757] lr: 1.0000e-02 eta: 2 days, 3:28:35 time: 0.3124 data_time: 0.0168 memory: 9395 grad_norm: 2.9454 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.0866 loss: 2.0866 2022/08/15 12:37:23 - mmengine - INFO - Epoch(train) [97][2800/3757] lr: 1.0000e-02 eta: 2 days, 3:28:04 time: 0.3123 data_time: 0.0169 memory: 9395 grad_norm: 2.9584 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9534 loss: 1.9534 2022/08/15 12:37:54 - mmengine - INFO - Epoch(train) [97][2900/3757] lr: 1.0000e-02 eta: 2 days, 3:27:34 time: 0.3125 data_time: 0.0166 memory: 9395 grad_norm: 2.9569 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3865 loss: 2.3865 2022/08/15 12:38:26 - mmengine - INFO - Epoch(train) [97][3000/3757] lr: 1.0000e-02 eta: 2 days, 3:27:04 time: 0.3130 data_time: 0.0167 memory: 9395 grad_norm: 2.9320 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.2117 loss: 2.2117 2022/08/15 12:38:57 - mmengine - INFO - Epoch(train) [97][3100/3757] lr: 1.0000e-02 eta: 2 days, 3:26:34 time: 0.3143 data_time: 0.0178 memory: 9395 grad_norm: 3.0362 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1142 loss: 2.1142 2022/08/15 12:39:29 - mmengine - INFO - Epoch(train) [97][3200/3757] lr: 1.0000e-02 eta: 2 days, 3:26:03 time: 0.3134 data_time: 0.0175 memory: 9395 grad_norm: 2.9898 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2210 loss: 2.2210 2022/08/15 12:40:00 - mmengine - INFO - Epoch(train) [97][3300/3757] lr: 1.0000e-02 eta: 2 days, 3:25:33 time: 0.3139 data_time: 0.0176 memory: 9395 grad_norm: 3.0090 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3799 loss: 2.3799 2022/08/15 12:40:09 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 12:40:32 - mmengine - INFO - Epoch(train) [97][3400/3757] lr: 1.0000e-02 eta: 2 days, 3:25:03 time: 0.3129 data_time: 0.0171 memory: 9395 grad_norm: 3.0174 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1216 loss: 2.1216 2022/08/15 12:41:03 - mmengine - INFO - Epoch(train) [97][3500/3757] lr: 1.0000e-02 eta: 2 days, 3:24:33 time: 0.3129 data_time: 0.0170 memory: 9395 grad_norm: 2.9667 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1591 loss: 2.1591 2022/08/15 12:41:35 - mmengine - INFO - Epoch(train) [97][3600/3757] lr: 1.0000e-02 eta: 2 days, 3:24:02 time: 0.3117 data_time: 0.0166 memory: 9395 grad_norm: 3.0786 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3197 loss: 2.3197 2022/08/15 12:42:06 - mmengine - INFO - Epoch(train) [97][3700/3757] lr: 1.0000e-02 eta: 2 days, 3:23:32 time: 0.3123 data_time: 0.0166 memory: 9395 grad_norm: 3.0177 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4117 loss: 2.4117 2022/08/15 12:42:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 12:42:24 - mmengine - INFO - Epoch(train) [97][3757/3757] lr: 1.0000e-02 eta: 2 days, 3:23:20 time: 0.3071 data_time: 0.0175 memory: 9395 grad_norm: 3.0335 top1_acc: 0.5714 top5_acc: 0.7143 loss_cls: 2.5645 loss: 2.5645 2022/08/15 12:42:57 - mmengine - INFO - Epoch(train) [98][100/3757] lr: 1.0000e-02 eta: 2 days, 3:22:38 time: 0.3145 data_time: 0.0174 memory: 9395 grad_norm: 3.0433 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.5142 loss: 2.5142 2022/08/15 12:43:29 - mmengine - INFO - Epoch(train) [98][200/3757] lr: 1.0000e-02 eta: 2 days, 3:22:08 time: 0.3133 data_time: 0.0175 memory: 9395 grad_norm: 3.0659 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0162 loss: 2.0162 2022/08/15 12:44:00 - mmengine - INFO - Epoch(train) [98][300/3757] lr: 1.0000e-02 eta: 2 days, 3:21:38 time: 0.3171 data_time: 0.0182 memory: 9395 grad_norm: 3.0066 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4737 loss: 2.4737 2022/08/15 12:44:31 - mmengine - INFO - Epoch(train) [98][400/3757] lr: 1.0000e-02 eta: 2 days, 3:21:07 time: 0.3123 data_time: 0.0166 memory: 9395 grad_norm: 3.0403 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.4306 loss: 2.4306 2022/08/15 12:45:03 - mmengine - INFO - Epoch(train) [98][500/3757] lr: 1.0000e-02 eta: 2 days, 3:20:37 time: 0.3131 data_time: 0.0173 memory: 9395 grad_norm: 3.0051 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4267 loss: 2.4267 2022/08/15 12:45:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 12:45:34 - mmengine - INFO - Epoch(train) [98][600/3757] lr: 1.0000e-02 eta: 2 days, 3:20:07 time: 0.3127 data_time: 0.0162 memory: 9395 grad_norm: 2.9842 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2932 loss: 2.2932 2022/08/15 12:46:06 - mmengine - INFO - Epoch(train) [98][700/3757] lr: 1.0000e-02 eta: 2 days, 3:19:37 time: 0.3124 data_time: 0.0168 memory: 9395 grad_norm: 3.1189 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3403 loss: 2.3403 2022/08/15 12:46:37 - mmengine - INFO - Epoch(train) [98][800/3757] lr: 1.0000e-02 eta: 2 days, 3:19:07 time: 0.3188 data_time: 0.0174 memory: 9395 grad_norm: 3.0364 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2956 loss: 2.2956 2022/08/15 12:47:09 - mmengine - INFO - Epoch(train) [98][900/3757] lr: 1.0000e-02 eta: 2 days, 3:18:36 time: 0.3135 data_time: 0.0169 memory: 9395 grad_norm: 3.0831 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2334 loss: 2.2334 2022/08/15 12:47:40 - mmengine - INFO - Epoch(train) [98][1000/3757] lr: 1.0000e-02 eta: 2 days, 3:18:06 time: 0.3151 data_time: 0.0178 memory: 9395 grad_norm: 3.0979 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3342 loss: 2.3342 2022/08/15 12:48:12 - mmengine - INFO - Epoch(train) [98][1100/3757] lr: 1.0000e-02 eta: 2 days, 3:17:36 time: 0.3141 data_time: 0.0169 memory: 9395 grad_norm: 3.1541 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3796 loss: 2.3796 2022/08/15 12:48:43 - mmengine - INFO - Epoch(train) [98][1200/3757] lr: 1.0000e-02 eta: 2 days, 3:17:06 time: 0.3125 data_time: 0.0177 memory: 9395 grad_norm: 3.1601 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2934 loss: 2.2934 2022/08/15 12:49:15 - mmengine - INFO - Epoch(train) [98][1300/3757] lr: 1.0000e-02 eta: 2 days, 3:16:36 time: 0.3118 data_time: 0.0168 memory: 9395 grad_norm: 3.0605 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0948 loss: 2.0948 2022/08/15 12:49:46 - mmengine - INFO - Epoch(train) [98][1400/3757] lr: 1.0000e-02 eta: 2 days, 3:16:05 time: 0.3140 data_time: 0.0175 memory: 9395 grad_norm: 3.1132 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1150 loss: 2.1150 2022/08/15 12:50:18 - mmengine - INFO - Epoch(train) [98][1500/3757] lr: 1.0000e-02 eta: 2 days, 3:15:35 time: 0.3135 data_time: 0.0178 memory: 9395 grad_norm: 3.1009 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8071 loss: 1.8071 2022/08/15 12:50:40 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 12:50:49 - mmengine - INFO - Epoch(train) [98][1600/3757] lr: 1.0000e-02 eta: 2 days, 3:15:05 time: 0.3130 data_time: 0.0183 memory: 9395 grad_norm: 3.1835 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1107 loss: 2.1107 2022/08/15 12:51:21 - mmengine - INFO - Epoch(train) [98][1700/3757] lr: 1.0000e-02 eta: 2 days, 3:14:34 time: 0.3140 data_time: 0.0173 memory: 9395 grad_norm: 3.0317 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0044 loss: 2.0044 2022/08/15 12:51:52 - mmengine - INFO - Epoch(train) [98][1800/3757] lr: 1.0000e-02 eta: 2 days, 3:14:04 time: 0.3141 data_time: 0.0180 memory: 9395 grad_norm: 3.1567 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.8770 loss: 1.8770 2022/08/15 12:52:24 - mmengine - INFO - Epoch(train) [98][1900/3757] lr: 1.0000e-02 eta: 2 days, 3:13:34 time: 0.3119 data_time: 0.0170 memory: 9395 grad_norm: 3.1192 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4784 loss: 2.4784 2022/08/15 12:52:55 - mmengine - INFO - Epoch(train) [98][2000/3757] lr: 1.0000e-02 eta: 2 days, 3:13:04 time: 0.3120 data_time: 0.0162 memory: 9395 grad_norm: 3.0977 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2505 loss: 2.2505 2022/08/15 12:53:27 - mmengine - INFO - Epoch(train) [98][2100/3757] lr: 1.0000e-02 eta: 2 days, 3:12:33 time: 0.3122 data_time: 0.0181 memory: 9395 grad_norm: 3.0366 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0955 loss: 2.0955 2022/08/15 12:53:58 - mmengine - INFO - Epoch(train) [98][2200/3757] lr: 1.0000e-02 eta: 2 days, 3:12:03 time: 0.3179 data_time: 0.0178 memory: 9395 grad_norm: 3.0462 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3101 loss: 2.3101 2022/08/15 12:54:30 - mmengine - INFO - Epoch(train) [98][2300/3757] lr: 1.0000e-02 eta: 2 days, 3:11:33 time: 0.3116 data_time: 0.0164 memory: 9395 grad_norm: 3.1190 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2839 loss: 2.2839 2022/08/15 12:55:01 - mmengine - INFO - Epoch(train) [98][2400/3757] lr: 1.0000e-02 eta: 2 days, 3:11:03 time: 0.3148 data_time: 0.0172 memory: 9395 grad_norm: 3.1334 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3793 loss: 2.3793 2022/08/15 12:55:33 - mmengine - INFO - Epoch(train) [98][2500/3757] lr: 1.0000e-02 eta: 2 days, 3:10:33 time: 0.3138 data_time: 0.0175 memory: 9395 grad_norm: 3.1477 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3425 loss: 2.3425 2022/08/15 12:55:55 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 12:56:04 - mmengine - INFO - Epoch(train) [98][2600/3757] lr: 1.0000e-02 eta: 2 days, 3:10:02 time: 0.3120 data_time: 0.0173 memory: 9395 grad_norm: 3.3090 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4606 loss: 2.4606 2022/08/15 12:56:35 - mmengine - INFO - Epoch(train) [98][2700/3757] lr: 1.0000e-02 eta: 2 days, 3:09:32 time: 0.3120 data_time: 0.0171 memory: 9395 grad_norm: 3.1056 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2493 loss: 2.2493 2022/08/15 12:57:07 - mmengine - INFO - Epoch(train) [98][2800/3757] lr: 1.0000e-02 eta: 2 days, 3:09:02 time: 0.3122 data_time: 0.0174 memory: 9395 grad_norm: 3.2154 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1949 loss: 2.1949 2022/08/15 12:57:39 - mmengine - INFO - Epoch(train) [98][2900/3757] lr: 1.0000e-02 eta: 2 days, 3:08:32 time: 0.3142 data_time: 0.0164 memory: 9395 grad_norm: 3.1987 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2245 loss: 2.2245 2022/08/15 12:58:10 - mmengine - INFO - Epoch(train) [98][3000/3757] lr: 1.0000e-02 eta: 2 days, 3:08:02 time: 0.3128 data_time: 0.0172 memory: 9395 grad_norm: 3.1560 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2785 loss: 2.2785 2022/08/15 12:58:41 - mmengine - INFO - Epoch(train) [98][3100/3757] lr: 1.0000e-02 eta: 2 days, 3:07:31 time: 0.3145 data_time: 0.0176 memory: 9395 grad_norm: 3.0932 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.2858 loss: 2.2858 2022/08/15 12:59:13 - mmengine - INFO - Epoch(train) [98][3200/3757] lr: 1.0000e-02 eta: 2 days, 3:07:01 time: 0.3136 data_time: 0.0181 memory: 9395 grad_norm: 3.1736 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4771 loss: 2.4771 2022/08/15 12:59:44 - mmengine - INFO - Epoch(train) [98][3300/3757] lr: 1.0000e-02 eta: 2 days, 3:06:31 time: 0.3134 data_time: 0.0177 memory: 9395 grad_norm: 3.1817 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2699 loss: 2.2699 2022/08/15 13:00:16 - mmengine - INFO - Epoch(train) [98][3400/3757] lr: 1.0000e-02 eta: 2 days, 3:06:01 time: 0.3130 data_time: 0.0171 memory: 9395 grad_norm: 3.2010 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3009 loss: 2.3009 2022/08/15 13:00:47 - mmengine - INFO - Epoch(train) [98][3500/3757] lr: 1.0000e-02 eta: 2 days, 3:05:30 time: 0.3129 data_time: 0.0181 memory: 9395 grad_norm: 3.1232 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.1003 loss: 2.1003 2022/08/15 13:01:10 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 13:01:19 - mmengine - INFO - Epoch(train) [98][3600/3757] lr: 1.0000e-02 eta: 2 days, 3:05:00 time: 0.3136 data_time: 0.0169 memory: 9395 grad_norm: 3.1902 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0060 loss: 2.0060 2022/08/15 13:01:50 - mmengine - INFO - Epoch(train) [98][3700/3757] lr: 1.0000e-02 eta: 2 days, 3:04:30 time: 0.3160 data_time: 0.0180 memory: 9395 grad_norm: 3.2069 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6090 loss: 2.6090 2022/08/15 13:02:08 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 13:02:08 - mmengine - INFO - Epoch(train) [98][3757/3757] lr: 1.0000e-02 eta: 2 days, 3:04:18 time: 0.3087 data_time: 0.0179 memory: 9395 grad_norm: 3.1872 top1_acc: 0.4286 top5_acc: 0.5714 loss_cls: 2.3613 loss: 2.3613 2022/08/15 13:02:42 - mmengine - INFO - Epoch(train) [99][100/3757] lr: 1.0000e-02 eta: 2 days, 3:03:37 time: 0.3131 data_time: 0.0162 memory: 9395 grad_norm: 3.1864 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3293 loss: 2.3293 2022/08/15 13:03:13 - mmengine - INFO - Epoch(train) [99][200/3757] lr: 1.0000e-02 eta: 2 days, 3:03:06 time: 0.3138 data_time: 0.0181 memory: 9395 grad_norm: 3.2457 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1028 loss: 2.1028 2022/08/15 13:03:44 - mmengine - INFO - Epoch(train) [99][300/3757] lr: 1.0000e-02 eta: 2 days, 3:02:36 time: 0.3130 data_time: 0.0167 memory: 9395 grad_norm: 3.1515 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1696 loss: 2.1696 2022/08/15 13:04:16 - mmengine - INFO - Epoch(train) [99][400/3757] lr: 1.0000e-02 eta: 2 days, 3:02:06 time: 0.3128 data_time: 0.0187 memory: 9395 grad_norm: 3.2520 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5102 loss: 2.5102 2022/08/15 13:04:47 - mmengine - INFO - Epoch(train) [99][500/3757] lr: 1.0000e-02 eta: 2 days, 3:01:36 time: 0.3144 data_time: 0.0173 memory: 9395 grad_norm: 3.2502 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1807 loss: 2.1807 2022/08/15 13:05:19 - mmengine - INFO - Epoch(train) [99][600/3757] lr: 1.0000e-02 eta: 2 days, 3:01:05 time: 0.3122 data_time: 0.0177 memory: 9395 grad_norm: 3.2482 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.4006 loss: 2.4006 2022/08/15 13:05:50 - mmengine - INFO - Epoch(train) [99][700/3757] lr: 1.0000e-02 eta: 2 days, 3:00:35 time: 0.3155 data_time: 0.0173 memory: 9395 grad_norm: 3.3728 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1203 loss: 2.1203 2022/08/15 13:06:22 - mmengine - INFO - Epoch(train) [99][800/3757] lr: 1.0000e-02 eta: 2 days, 3:00:05 time: 0.3155 data_time: 0.0179 memory: 9395 grad_norm: 3.2631 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3175 loss: 2.3175 2022/08/15 13:06:26 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 13:06:53 - mmengine - INFO - Epoch(train) [99][900/3757] lr: 1.0000e-02 eta: 2 days, 2:59:35 time: 0.3128 data_time: 0.0172 memory: 9395 grad_norm: 3.3631 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.3858 loss: 2.3858 2022/08/15 13:07:25 - mmengine - INFO - Epoch(train) [99][1000/3757] lr: 1.0000e-02 eta: 2 days, 2:59:04 time: 0.3115 data_time: 0.0170 memory: 9395 grad_norm: 3.2116 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1809 loss: 2.1809 2022/08/15 13:07:56 - mmengine - INFO - Epoch(train) [99][1100/3757] lr: 1.0000e-02 eta: 2 days, 2:58:34 time: 0.3127 data_time: 0.0163 memory: 9395 grad_norm: 3.2837 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4664 loss: 2.4664 2022/08/15 13:08:28 - mmengine - INFO - Epoch(train) [99][1200/3757] lr: 1.0000e-02 eta: 2 days, 2:58:04 time: 0.3141 data_time: 0.0187 memory: 9395 grad_norm: 3.2590 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2452 loss: 2.2452 2022/08/15 13:08:59 - mmengine - INFO - Epoch(train) [99][1300/3757] lr: 1.0000e-02 eta: 2 days, 2:57:34 time: 0.3136 data_time: 0.0172 memory: 9395 grad_norm: 3.2272 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2204 loss: 2.2204 2022/08/15 13:09:31 - mmengine - INFO - Epoch(train) [99][1400/3757] lr: 1.0000e-02 eta: 2 days, 2:57:03 time: 0.3137 data_time: 0.0194 memory: 9395 grad_norm: 3.1564 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3864 loss: 2.3864 2022/08/15 13:10:02 - mmengine - INFO - Epoch(train) [99][1500/3757] lr: 1.0000e-02 eta: 2 days, 2:56:33 time: 0.3155 data_time: 0.0193 memory: 9395 grad_norm: 3.2313 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0357 loss: 2.0357 2022/08/15 13:10:34 - mmengine - INFO - Epoch(train) [99][1600/3757] lr: 1.0000e-02 eta: 2 days, 2:56:03 time: 0.3118 data_time: 0.0170 memory: 9395 grad_norm: 3.3954 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4450 loss: 2.4450 2022/08/15 13:11:05 - mmengine - INFO - Epoch(train) [99][1700/3757] lr: 1.0000e-02 eta: 2 days, 2:55:33 time: 0.3122 data_time: 0.0166 memory: 9395 grad_norm: 3.3966 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3516 loss: 2.3516 2022/08/15 13:11:37 - mmengine - INFO - Epoch(train) [99][1800/3757] lr: 1.0000e-02 eta: 2 days, 2:55:02 time: 0.3127 data_time: 0.0173 memory: 9395 grad_norm: 3.2188 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2934 loss: 2.2934 2022/08/15 13:11:41 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 13:12:08 - mmengine - INFO - Epoch(train) [99][1900/3757] lr: 1.0000e-02 eta: 2 days, 2:54:32 time: 0.3120 data_time: 0.0172 memory: 9395 grad_norm: 3.2106 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.0919 loss: 2.0919 2022/08/15 13:12:40 - mmengine - INFO - Epoch(train) [99][2000/3757] lr: 1.0000e-02 eta: 2 days, 2:54:02 time: 0.3125 data_time: 0.0178 memory: 9395 grad_norm: 3.3565 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1892 loss: 2.1892 2022/08/15 13:13:11 - mmengine - INFO - Epoch(train) [99][2100/3757] lr: 1.0000e-02 eta: 2 days, 2:53:32 time: 0.3140 data_time: 0.0168 memory: 9395 grad_norm: 3.3291 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2973 loss: 2.2973 2022/08/15 13:13:43 - mmengine - INFO - Epoch(train) [99][2200/3757] lr: 1.0000e-02 eta: 2 days, 2:53:02 time: 0.3173 data_time: 0.0192 memory: 9395 grad_norm: 3.2522 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1561 loss: 2.1561 2022/08/15 13:14:14 - mmengine - INFO - Epoch(train) [99][2300/3757] lr: 1.0000e-02 eta: 2 days, 2:52:31 time: 0.3142 data_time: 0.0182 memory: 9395 grad_norm: 3.2795 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9645 loss: 1.9645 2022/08/15 13:14:46 - mmengine - INFO - Epoch(train) [99][2400/3757] lr: 1.0000e-02 eta: 2 days, 2:52:01 time: 0.3131 data_time: 0.0171 memory: 9395 grad_norm: 3.2625 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2836 loss: 2.2836 2022/08/15 13:15:17 - mmengine - INFO - Epoch(train) [99][2500/3757] lr: 1.0000e-02 eta: 2 days, 2:51:31 time: 0.3137 data_time: 0.0179 memory: 9395 grad_norm: 3.3163 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2118 loss: 2.2118 2022/08/15 13:15:49 - mmengine - INFO - Epoch(train) [99][2600/3757] lr: 1.0000e-02 eta: 2 days, 2:51:01 time: 0.3163 data_time: 0.0173 memory: 9395 grad_norm: 3.2643 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2284 loss: 2.2284 2022/08/15 13:16:20 - mmengine - INFO - Epoch(train) [99][2700/3757] lr: 1.0000e-02 eta: 2 days, 2:50:30 time: 0.3127 data_time: 0.0188 memory: 9395 grad_norm: 3.3701 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2182 loss: 2.2182 2022/08/15 13:16:52 - mmengine - INFO - Epoch(train) [99][2800/3757] lr: 1.0000e-02 eta: 2 days, 2:50:00 time: 0.3140 data_time: 0.0169 memory: 9395 grad_norm: 3.3640 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2963 loss: 2.2963 2022/08/15 13:16:56 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 13:17:23 - mmengine - INFO - Epoch(train) [99][2900/3757] lr: 1.0000e-02 eta: 2 days, 2:49:30 time: 0.3132 data_time: 0.0182 memory: 9395 grad_norm: 3.2838 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1994 loss: 2.1994 2022/08/15 13:17:54 - mmengine - INFO - Epoch(train) [99][3000/3757] lr: 1.0000e-02 eta: 2 days, 2:48:59 time: 0.3127 data_time: 0.0168 memory: 9395 grad_norm: 3.3281 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6724 loss: 2.6724 2022/08/15 13:18:26 - mmengine - INFO - Epoch(train) [99][3100/3757] lr: 1.0000e-02 eta: 2 days, 2:48:29 time: 0.3125 data_time: 0.0169 memory: 9395 grad_norm: 3.3127 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1624 loss: 2.1624 2022/08/15 13:18:57 - mmengine - INFO - Epoch(train) [99][3200/3757] lr: 1.0000e-02 eta: 2 days, 2:47:59 time: 0.3113 data_time: 0.0164 memory: 9395 grad_norm: 3.3385 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1782 loss: 2.1782 2022/08/15 13:19:29 - mmengine - INFO - Epoch(train) [99][3300/3757] lr: 1.0000e-02 eta: 2 days, 2:47:29 time: 0.3124 data_time: 0.0174 memory: 9395 grad_norm: 3.3238 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2514 loss: 2.2514 2022/08/15 13:20:00 - mmengine - INFO - Epoch(train) [99][3400/3757] lr: 1.0000e-02 eta: 2 days, 2:46:58 time: 0.3169 data_time: 0.0171 memory: 9395 grad_norm: 3.2703 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4619 loss: 2.4619 2022/08/15 13:20:32 - mmengine - INFO - Epoch(train) [99][3500/3757] lr: 1.0000e-02 eta: 2 days, 2:46:28 time: 0.3129 data_time: 0.0171 memory: 9395 grad_norm: 3.3681 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2137 loss: 2.2137 2022/08/15 13:21:03 - mmengine - INFO - Epoch(train) [99][3600/3757] lr: 1.0000e-02 eta: 2 days, 2:45:58 time: 0.3149 data_time: 0.0177 memory: 9395 grad_norm: 3.3134 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1911 loss: 2.1911 2022/08/15 13:21:35 - mmengine - INFO - Epoch(train) [99][3700/3757] lr: 1.0000e-02 eta: 2 days, 2:45:27 time: 0.3125 data_time: 0.0165 memory: 9395 grad_norm: 3.3185 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0266 loss: 2.0266 2022/08/15 13:21:53 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 13:21:53 - mmengine - INFO - Epoch(train) [99][3757/3757] lr: 1.0000e-02 eta: 2 days, 2:45:15 time: 0.3066 data_time: 0.0176 memory: 9395 grad_norm: 3.4547 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 2.1571 loss: 2.1571 2022/08/15 13:22:12 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 13:22:25 - mmengine - INFO - Epoch(train) [100][100/3757] lr: 1.0000e-02 eta: 2 days, 2:44:34 time: 0.3128 data_time: 0.0178 memory: 9395 grad_norm: 3.4443 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2055 loss: 2.2055 2022/08/15 13:22:57 - mmengine - INFO - Epoch(train) [100][200/3757] lr: 1.0000e-02 eta: 2 days, 2:44:03 time: 0.3127 data_time: 0.0171 memory: 9395 grad_norm: 3.4054 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3132 loss: 2.3132 2022/08/15 13:23:28 - mmengine - INFO - Epoch(train) [100][300/3757] lr: 1.0000e-02 eta: 2 days, 2:43:33 time: 0.3127 data_time: 0.0170 memory: 9395 grad_norm: 3.4125 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2530 loss: 2.2530 2022/08/15 13:24:00 - mmengine - INFO - Epoch(train) [100][400/3757] lr: 1.0000e-02 eta: 2 days, 2:43:03 time: 0.3147 data_time: 0.0179 memory: 9395 grad_norm: 3.3531 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2950 loss: 2.2950 2022/08/15 13:24:31 - mmengine - INFO - Epoch(train) [100][500/3757] lr: 1.0000e-02 eta: 2 days, 2:42:32 time: 0.3130 data_time: 0.0175 memory: 9395 grad_norm: 3.3510 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.1997 loss: 2.1997 2022/08/15 13:25:03 - mmengine - INFO - Epoch(train) [100][600/3757] lr: 1.0000e-02 eta: 2 days, 2:42:02 time: 0.3174 data_time: 0.0188 memory: 9395 grad_norm: 3.2700 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0806 loss: 2.0806 2022/08/15 13:25:34 - mmengine - INFO - Epoch(train) [100][700/3757] lr: 1.0000e-02 eta: 2 days, 2:41:32 time: 0.3131 data_time: 0.0164 memory: 9395 grad_norm: 3.3068 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5238 loss: 2.5238 2022/08/15 13:26:06 - mmengine - INFO - Epoch(train) [100][800/3757] lr: 1.0000e-02 eta: 2 days, 2:41:02 time: 0.3141 data_time: 0.0173 memory: 9395 grad_norm: 3.3830 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1317 loss: 2.1317 2022/08/15 13:26:37 - mmengine - INFO - Epoch(train) [100][900/3757] lr: 1.0000e-02 eta: 2 days, 2:40:31 time: 0.3122 data_time: 0.0171 memory: 9395 grad_norm: 3.3198 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6413 loss: 1.6413 2022/08/15 13:27:09 - mmengine - INFO - Epoch(train) [100][1000/3757] lr: 1.0000e-02 eta: 2 days, 2:40:01 time: 0.3127 data_time: 0.0161 memory: 9395 grad_norm: 3.4766 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1381 loss: 2.1381 2022/08/15 13:27:27 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 13:27:40 - mmengine - INFO - Epoch(train) [100][1100/3757] lr: 1.0000e-02 eta: 2 days, 2:39:31 time: 0.3194 data_time: 0.0182 memory: 9395 grad_norm: 3.4354 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4739 loss: 2.4739 2022/08/15 13:28:12 - mmengine - INFO - Epoch(train) [100][1200/3757] lr: 1.0000e-02 eta: 2 days, 2:39:01 time: 0.3124 data_time: 0.0176 memory: 9395 grad_norm: 3.3799 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5018 loss: 2.5018 2022/08/15 13:28:43 - mmengine - INFO - Epoch(train) [100][1300/3757] lr: 1.0000e-02 eta: 2 days, 2:38:31 time: 0.3181 data_time: 0.0173 memory: 9395 grad_norm: 3.3930 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7354 loss: 2.7354 2022/08/15 13:29:15 - mmengine - INFO - Epoch(train) [100][1400/3757] lr: 1.0000e-02 eta: 2 days, 2:38:00 time: 0.3142 data_time: 0.0179 memory: 9395 grad_norm: 3.4214 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3457 loss: 2.3457 2022/08/15 13:29:46 - mmengine - INFO - Epoch(train) [100][1500/3757] lr: 1.0000e-02 eta: 2 days, 2:37:30 time: 0.3131 data_time: 0.0174 memory: 9395 grad_norm: 3.4140 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2887 loss: 2.2887 2022/08/15 13:30:18 - mmengine - INFO - Epoch(train) [100][1600/3757] lr: 1.0000e-02 eta: 2 days, 2:37:00 time: 0.3132 data_time: 0.0174 memory: 9395 grad_norm: 3.4006 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0503 loss: 2.0503 2022/08/15 13:30:50 - mmengine - INFO - Epoch(train) [100][1700/3757] lr: 1.0000e-02 eta: 2 days, 2:36:30 time: 0.3132 data_time: 0.0169 memory: 9395 grad_norm: 3.3835 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2020 loss: 2.2020 2022/08/15 13:31:21 - mmengine - INFO - Epoch(train) [100][1800/3757] lr: 1.0000e-02 eta: 2 days, 2:36:00 time: 0.3144 data_time: 0.0178 memory: 9395 grad_norm: 3.4221 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2271 loss: 2.2271 2022/08/15 13:31:53 - mmengine - INFO - Epoch(train) [100][1900/3757] lr: 1.0000e-02 eta: 2 days, 2:35:30 time: 0.3135 data_time: 0.0171 memory: 9395 grad_norm: 3.4362 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2117 loss: 2.2117 2022/08/15 13:32:24 - mmengine - INFO - Epoch(train) [100][2000/3757] lr: 1.0000e-02 eta: 2 days, 2:35:00 time: 0.3155 data_time: 0.0184 memory: 9395 grad_norm: 3.5475 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4888 loss: 2.4888 2022/08/15 13:32:42 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 13:32:56 - mmengine - INFO - Epoch(train) [100][2100/3757] lr: 1.0000e-02 eta: 2 days, 2:34:29 time: 0.3143 data_time: 0.0176 memory: 9395 grad_norm: 3.3822 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3280 loss: 2.3280 2022/08/15 13:33:27 - mmengine - INFO - Epoch(train) [100][2200/3757] lr: 1.0000e-02 eta: 2 days, 2:33:59 time: 0.3130 data_time: 0.0177 memory: 9395 grad_norm: 3.4473 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5322 loss: 2.5322 2022/08/15 13:33:59 - mmengine - INFO - Epoch(train) [100][2300/3757] lr: 1.0000e-02 eta: 2 days, 2:33:29 time: 0.3127 data_time: 0.0184 memory: 9395 grad_norm: 3.4864 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3714 loss: 2.3714 2022/08/15 13:34:30 - mmengine - INFO - Epoch(train) [100][2400/3757] lr: 1.0000e-02 eta: 2 days, 2:32:59 time: 0.3145 data_time: 0.0169 memory: 9395 grad_norm: 3.4287 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1334 loss: 2.1334 2022/08/15 13:35:02 - mmengine - INFO - Epoch(train) [100][2500/3757] lr: 1.0000e-02 eta: 2 days, 2:32:29 time: 0.3127 data_time: 0.0177 memory: 9395 grad_norm: 3.4590 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2631 loss: 2.2631 2022/08/15 13:35:33 - mmengine - INFO - Epoch(train) [100][2600/3757] lr: 1.0000e-02 eta: 2 days, 2:31:58 time: 0.3142 data_time: 0.0175 memory: 9395 grad_norm: 3.4965 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2457 loss: 2.2457 2022/08/15 13:36:05 - mmengine - INFO - Epoch(train) [100][2700/3757] lr: 1.0000e-02 eta: 2 days, 2:31:28 time: 0.3144 data_time: 0.0178 memory: 9395 grad_norm: 3.5269 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2378 loss: 2.2378 2022/08/15 13:36:36 - mmengine - INFO - Epoch(train) [100][2800/3757] lr: 1.0000e-02 eta: 2 days, 2:30:58 time: 0.3145 data_time: 0.0178 memory: 9395 grad_norm: 3.3807 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1615 loss: 2.1615 2022/08/15 13:37:08 - mmengine - INFO - Epoch(train) [100][2900/3757] lr: 1.0000e-02 eta: 2 days, 2:30:27 time: 0.3125 data_time: 0.0174 memory: 9395 grad_norm: 3.3831 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9045 loss: 1.9045 2022/08/15 13:37:39 - mmengine - INFO - Epoch(train) [100][3000/3757] lr: 1.0000e-02 eta: 2 days, 2:29:57 time: 0.3137 data_time: 0.0172 memory: 9395 grad_norm: 3.4177 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2829 loss: 2.2829 2022/08/15 13:37:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 13:38:11 - mmengine - INFO - Epoch(train) [100][3100/3757] lr: 1.0000e-02 eta: 2 days, 2:29:27 time: 0.3112 data_time: 0.0173 memory: 9395 grad_norm: 3.3684 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2796 loss: 2.2796 2022/08/15 13:38:42 - mmengine - INFO - Epoch(train) [100][3200/3757] lr: 1.0000e-02 eta: 2 days, 2:28:56 time: 0.3131 data_time: 0.0169 memory: 9395 grad_norm: 3.6594 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2053 loss: 2.2053 2022/08/15 13:39:14 - mmengine - INFO - Epoch(train) [100][3300/3757] lr: 1.0000e-02 eta: 2 days, 2:28:26 time: 0.3247 data_time: 0.0182 memory: 9395 grad_norm: 3.4272 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2403 loss: 2.2403 2022/08/15 13:39:46 - mmengine - INFO - Epoch(train) [100][3400/3757] lr: 1.0000e-02 eta: 2 days, 2:27:57 time: 0.3142 data_time: 0.0164 memory: 9395 grad_norm: 3.4461 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0255 loss: 2.0255 2022/08/15 13:40:17 - mmengine - INFO - Epoch(train) [100][3500/3757] lr: 1.0000e-02 eta: 2 days, 2:27:27 time: 0.3235 data_time: 0.0173 memory: 9395 grad_norm: 3.3948 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1178 loss: 2.1178 2022/08/15 13:40:49 - mmengine - INFO - Epoch(train) [100][3600/3757] lr: 1.0000e-02 eta: 2 days, 2:26:57 time: 0.3127 data_time: 0.0176 memory: 9395 grad_norm: 3.4042 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2350 loss: 2.2350 2022/08/15 13:41:20 - mmengine - INFO - Epoch(train) [100][3700/3757] lr: 1.0000e-02 eta: 2 days, 2:26:26 time: 0.3122 data_time: 0.0175 memory: 9395 grad_norm: 3.4753 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0535 loss: 2.0535 2022/08/15 13:41:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 13:41:38 - mmengine - INFO - Epoch(train) [100][3757/3757] lr: 1.0000e-02 eta: 2 days, 2:26:15 time: 0.3062 data_time: 0.0181 memory: 9395 grad_norm: 3.4732 top1_acc: 0.2857 top5_acc: 0.7143 loss_cls: 2.1896 loss: 2.1896 2022/08/15 13:41:38 - mmengine - INFO - Saving checkpoint at 100 epochs 2022/08/15 13:41:58 - mmengine - INFO - Epoch(val) [100][100/310] eta: 0:00:35 time: 0.1669 data_time: 0.0667 memory: 1523 2022/08/15 13:42:16 - mmengine - INFO - Epoch(val) [100][200/310] eta: 0:00:17 time: 0.1555 data_time: 0.0524 memory: 1523 2022/08/15 13:42:32 - mmengine - INFO - Epoch(val) [100][300/310] eta: 0:00:01 time: 0.1570 data_time: 0.0612 memory: 1523 2022/08/15 13:42:35 - mmengine - INFO - Epoch(val) [100][310/310] acc/top1: 0.5642 acc/top5: 0.8103 acc/mean1: 0.5641 2022/08/15 13:42:35 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr/best_acc/top1_epoch_96.pth is removed 2022/08/15 13:42:36 - mmengine - INFO - The best checkpoint with 0.5642 acc/top1 at 101 epoch is saved to best_acc/top1_epoch_101.pth. 2022/08/15 13:43:09 - mmengine - INFO - Epoch(train) [101][100/3757] lr: 1.0000e-02 eta: 2 days, 2:25:33 time: 0.3129 data_time: 0.0175 memory: 9395 grad_norm: 3.4196 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0219 loss: 2.0219 2022/08/15 13:43:40 - mmengine - INFO - Epoch(train) [101][200/3757] lr: 1.0000e-02 eta: 2 days, 2:25:02 time: 0.3140 data_time: 0.0181 memory: 9395 grad_norm: 3.5780 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1659 loss: 2.1659 2022/08/15 13:44:12 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 13:44:12 - mmengine - INFO - Epoch(train) [101][300/3757] lr: 1.0000e-02 eta: 2 days, 2:24:32 time: 0.3170 data_time: 0.0180 memory: 9395 grad_norm: 3.7313 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.4332 loss: 2.4332 2022/08/15 13:44:43 - mmengine - INFO - Epoch(train) [101][400/3757] lr: 1.0000e-02 eta: 2 days, 2:24:02 time: 0.3132 data_time: 0.0172 memory: 9395 grad_norm: 3.4863 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9899 loss: 1.9899 2022/08/15 13:45:15 - mmengine - INFO - Epoch(train) [101][500/3757] lr: 1.0000e-02 eta: 2 days, 2:23:32 time: 0.3132 data_time: 0.0173 memory: 9395 grad_norm: 3.5922 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8247 loss: 1.8247 2022/08/15 13:45:46 - mmengine - INFO - Epoch(train) [101][600/3757] lr: 1.0000e-02 eta: 2 days, 2:23:01 time: 0.3118 data_time: 0.0170 memory: 9395 grad_norm: 3.5020 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2005 loss: 2.2005 2022/08/15 13:46:18 - mmengine - INFO - Epoch(train) [101][700/3757] lr: 1.0000e-02 eta: 2 days, 2:22:31 time: 0.3159 data_time: 0.0188 memory: 9395 grad_norm: 3.4973 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4074 loss: 2.4074 2022/08/15 13:46:50 - mmengine - INFO - Epoch(train) [101][800/3757] lr: 1.0000e-02 eta: 2 days, 2:22:01 time: 0.3122 data_time: 0.0170 memory: 9395 grad_norm: 3.4229 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2742 loss: 2.2742 2022/08/15 13:47:21 - mmengine - INFO - Epoch(train) [101][900/3757] lr: 1.0000e-02 eta: 2 days, 2:21:31 time: 0.3120 data_time: 0.0169 memory: 9395 grad_norm: 3.5291 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1697 loss: 2.1697 2022/08/15 13:47:53 - mmengine - INFO - Epoch(train) [101][1000/3757] lr: 1.0000e-02 eta: 2 days, 2:21:01 time: 0.3163 data_time: 0.0171 memory: 9395 grad_norm: 3.5298 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2065 loss: 2.2065 2022/08/15 13:48:24 - mmengine - INFO - Epoch(train) [101][1100/3757] lr: 1.0000e-02 eta: 2 days, 2:20:31 time: 0.3127 data_time: 0.0172 memory: 9395 grad_norm: 3.5210 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1696 loss: 2.1696 2022/08/15 13:48:56 - mmengine - INFO - Epoch(train) [101][1200/3757] lr: 1.0000e-02 eta: 2 days, 2:20:00 time: 0.3127 data_time: 0.0183 memory: 9395 grad_norm: 3.5105 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1807 loss: 2.1807 2022/08/15 13:49:27 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 13:49:27 - mmengine - INFO - Epoch(train) [101][1300/3757] lr: 1.0000e-02 eta: 2 days, 2:19:30 time: 0.3140 data_time: 0.0172 memory: 9395 grad_norm: 3.5322 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9934 loss: 1.9934 2022/08/15 13:49:59 - mmengine - INFO - Epoch(train) [101][1400/3757] lr: 1.0000e-02 eta: 2 days, 2:19:00 time: 0.3141 data_time: 0.0175 memory: 9395 grad_norm: 3.6294 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1537 loss: 2.1537 2022/08/15 13:50:30 - mmengine - INFO - Epoch(train) [101][1500/3757] lr: 1.0000e-02 eta: 2 days, 2:18:30 time: 0.3135 data_time: 0.0175 memory: 9395 grad_norm: 3.5646 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8914 loss: 1.8914 2022/08/15 13:51:02 - mmengine - INFO - Epoch(train) [101][1600/3757] lr: 1.0000e-02 eta: 2 days, 2:17:59 time: 0.3129 data_time: 0.0177 memory: 9395 grad_norm: 3.5932 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0315 loss: 2.0315 2022/08/15 13:51:33 - mmengine - INFO - Epoch(train) [101][1700/3757] lr: 1.0000e-02 eta: 2 days, 2:17:29 time: 0.3155 data_time: 0.0186 memory: 9395 grad_norm: 3.5321 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2730 loss: 2.2730 2022/08/15 13:52:05 - mmengine - INFO - Epoch(train) [101][1800/3757] lr: 1.0000e-02 eta: 2 days, 2:16:59 time: 0.3136 data_time: 0.0174 memory: 9395 grad_norm: 3.5566 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4771 loss: 2.4771 2022/08/15 13:52:36 - mmengine - INFO - Epoch(train) [101][1900/3757] lr: 1.0000e-02 eta: 2 days, 2:16:29 time: 0.3147 data_time: 0.0180 memory: 9395 grad_norm: 3.5131 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0680 loss: 2.0680 2022/08/15 13:53:08 - mmengine - INFO - Epoch(train) [101][2000/3757] lr: 1.0000e-02 eta: 2 days, 2:15:58 time: 0.3128 data_time: 0.0172 memory: 9395 grad_norm: 3.5205 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9700 loss: 1.9700 2022/08/15 13:53:39 - mmengine - INFO - Epoch(train) [101][2100/3757] lr: 1.0000e-02 eta: 2 days, 2:15:28 time: 0.3126 data_time: 0.0166 memory: 9395 grad_norm: 3.6682 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1224 loss: 2.1224 2022/08/15 13:54:11 - mmengine - INFO - Epoch(train) [101][2200/3757] lr: 1.0000e-02 eta: 2 days, 2:14:58 time: 0.3129 data_time: 0.0169 memory: 9395 grad_norm: 3.8100 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5019 loss: 2.5019 2022/08/15 13:54:42 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 13:54:42 - mmengine - INFO - Epoch(train) [101][2300/3757] lr: 1.0000e-02 eta: 2 days, 2:14:27 time: 0.3131 data_time: 0.0165 memory: 9395 grad_norm: 3.6646 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0961 loss: 2.0961 2022/08/15 13:55:14 - mmengine - INFO - Epoch(train) [101][2400/3757] lr: 1.0000e-02 eta: 2 days, 2:13:57 time: 0.3176 data_time: 0.0171 memory: 9395 grad_norm: 3.5714 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1876 loss: 2.1876 2022/08/15 13:55:45 - mmengine - INFO - Epoch(train) [101][2500/3757] lr: 1.0000e-02 eta: 2 days, 2:13:27 time: 0.3146 data_time: 0.0186 memory: 9395 grad_norm: 3.7369 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.2623 loss: 2.2623 2022/08/15 13:56:17 - mmengine - INFO - Epoch(train) [101][2600/3757] lr: 1.0000e-02 eta: 2 days, 2:12:57 time: 0.3133 data_time: 0.0172 memory: 9395 grad_norm: 3.6076 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4590 loss: 2.4590 2022/08/15 13:56:48 - mmengine - INFO - Epoch(train) [101][2700/3757] lr: 1.0000e-02 eta: 2 days, 2:12:26 time: 0.3162 data_time: 0.0182 memory: 9395 grad_norm: 3.7525 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.3704 loss: 2.3704 2022/08/15 13:57:20 - mmengine - INFO - Epoch(train) [101][2800/3757] lr: 1.0000e-02 eta: 2 days, 2:11:56 time: 0.3126 data_time: 0.0173 memory: 9395 grad_norm: 3.5365 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0427 loss: 2.0427 2022/08/15 13:57:51 - mmengine - INFO - Epoch(train) [101][2900/3757] lr: 1.0000e-02 eta: 2 days, 2:11:26 time: 0.3140 data_time: 0.0174 memory: 9395 grad_norm: 3.5264 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0038 loss: 2.0038 2022/08/15 13:58:23 - mmengine - INFO - Epoch(train) [101][3000/3757] lr: 1.0000e-02 eta: 2 days, 2:10:56 time: 0.3120 data_time: 0.0163 memory: 9395 grad_norm: 3.5612 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9866 loss: 1.9866 2022/08/15 13:58:54 - mmengine - INFO - Epoch(train) [101][3100/3757] lr: 1.0000e-02 eta: 2 days, 2:10:25 time: 0.3133 data_time: 0.0168 memory: 9395 grad_norm: 3.6458 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2323 loss: 2.2323 2022/08/15 13:59:26 - mmengine - INFO - Epoch(train) [101][3200/3757] lr: 1.0000e-02 eta: 2 days, 2:09:55 time: 0.3155 data_time: 0.0186 memory: 9395 grad_norm: 3.4680 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9554 loss: 1.9554 2022/08/15 13:59:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 13:59:57 - mmengine - INFO - Epoch(train) [101][3300/3757] lr: 1.0000e-02 eta: 2 days, 2:09:25 time: 0.3130 data_time: 0.0174 memory: 9395 grad_norm: 3.6474 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2024 loss: 2.2024 2022/08/15 14:00:29 - mmengine - INFO - Epoch(train) [101][3400/3757] lr: 1.0000e-02 eta: 2 days, 2:08:55 time: 0.3170 data_time: 0.0178 memory: 9395 grad_norm: 3.5600 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2715 loss: 2.2715 2022/08/15 14:01:00 - mmengine - INFO - Epoch(train) [101][3500/3757] lr: 1.0000e-02 eta: 2 days, 2:08:24 time: 0.3127 data_time: 0.0172 memory: 9395 grad_norm: 3.5448 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3136 loss: 2.3136 2022/08/15 14:01:32 - mmengine - INFO - Epoch(train) [101][3600/3757] lr: 1.0000e-02 eta: 2 days, 2:07:54 time: 0.3118 data_time: 0.0176 memory: 9395 grad_norm: 3.7566 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.2855 loss: 2.2855 2022/08/15 14:02:03 - mmengine - INFO - Epoch(train) [101][3700/3757] lr: 1.0000e-02 eta: 2 days, 2:07:24 time: 0.3150 data_time: 0.0174 memory: 9395 grad_norm: 3.6484 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0517 loss: 2.0517 2022/08/15 14:02:21 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 14:02:21 - mmengine - INFO - Epoch(train) [101][3757/3757] lr: 1.0000e-02 eta: 2 days, 2:07:12 time: 0.3063 data_time: 0.0175 memory: 9395 grad_norm: 3.6038 top1_acc: 0.1429 top5_acc: 0.7143 loss_cls: 2.6545 loss: 2.6545 2022/08/15 14:02:54 - mmengine - INFO - Epoch(train) [102][100/3757] lr: 1.0000e-02 eta: 2 days, 2:06:31 time: 0.3141 data_time: 0.0185 memory: 9395 grad_norm: 3.7022 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0889 loss: 2.0889 2022/08/15 14:03:26 - mmengine - INFO - Epoch(train) [102][200/3757] lr: 1.0000e-02 eta: 2 days, 2:06:00 time: 0.3121 data_time: 0.0170 memory: 9395 grad_norm: 3.6721 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0145 loss: 2.0145 2022/08/15 14:03:57 - mmengine - INFO - Epoch(train) [102][300/3757] lr: 1.0000e-02 eta: 2 days, 2:05:30 time: 0.3178 data_time: 0.0185 memory: 9395 grad_norm: 3.7104 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2585 loss: 2.2585 2022/08/15 14:04:29 - mmengine - INFO - Epoch(train) [102][400/3757] lr: 1.0000e-02 eta: 2 days, 2:05:00 time: 0.3148 data_time: 0.0196 memory: 9395 grad_norm: 3.5826 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9080 loss: 1.9080 2022/08/15 14:05:00 - mmengine - INFO - Epoch(train) [102][500/3757] lr: 1.0000e-02 eta: 2 days, 2:04:29 time: 0.3119 data_time: 0.0165 memory: 9395 grad_norm: 3.6732 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3957 loss: 2.3957 2022/08/15 14:05:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 14:05:32 - mmengine - INFO - Epoch(train) [102][600/3757] lr: 1.0000e-02 eta: 2 days, 2:03:59 time: 0.3132 data_time: 0.0164 memory: 9395 grad_norm: 3.6801 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0835 loss: 2.0835 2022/08/15 14:06:03 - mmengine - INFO - Epoch(train) [102][700/3757] lr: 1.0000e-02 eta: 2 days, 2:03:29 time: 0.3126 data_time: 0.0166 memory: 9395 grad_norm: 3.7975 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0093 loss: 2.0093 2022/08/15 14:06:35 - mmengine - INFO - Epoch(train) [102][800/3757] lr: 1.0000e-02 eta: 2 days, 2:02:59 time: 0.3258 data_time: 0.0187 memory: 9395 grad_norm: 3.5683 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8954 loss: 1.8954 2022/08/15 14:07:06 - mmengine - INFO - Epoch(train) [102][900/3757] lr: 1.0000e-02 eta: 2 days, 2:02:28 time: 0.3133 data_time: 0.0169 memory: 9395 grad_norm: 3.6676 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1900 loss: 2.1900 2022/08/15 14:07:38 - mmengine - INFO - Epoch(train) [102][1000/3757] lr: 1.0000e-02 eta: 2 days, 2:01:58 time: 0.3124 data_time: 0.0163 memory: 9395 grad_norm: 3.6984 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0636 loss: 2.0636 2022/08/15 14:08:09 - mmengine - INFO - Epoch(train) [102][1100/3757] lr: 1.0000e-02 eta: 2 days, 2:01:28 time: 0.3137 data_time: 0.0182 memory: 9395 grad_norm: 3.7080 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9644 loss: 1.9644 2022/08/15 14:08:41 - mmengine - INFO - Epoch(train) [102][1200/3757] lr: 1.0000e-02 eta: 2 days, 2:00:58 time: 0.3130 data_time: 0.0170 memory: 9395 grad_norm: 3.7708 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3442 loss: 2.3442 2022/08/15 14:09:12 - mmengine - INFO - Epoch(train) [102][1300/3757] lr: 1.0000e-02 eta: 2 days, 2:00:27 time: 0.3121 data_time: 0.0182 memory: 9395 grad_norm: 3.7067 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3889 loss: 2.3889 2022/08/15 14:09:44 - mmengine - INFO - Epoch(train) [102][1400/3757] lr: 1.0000e-02 eta: 2 days, 1:59:57 time: 0.3129 data_time: 0.0163 memory: 9395 grad_norm: 3.6376 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2456 loss: 2.2456 2022/08/15 14:10:15 - mmengine - INFO - Epoch(train) [102][1500/3757] lr: 1.0000e-02 eta: 2 days, 1:59:27 time: 0.3131 data_time: 0.0173 memory: 9395 grad_norm: 3.7988 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2121 loss: 2.2121 2022/08/15 14:10:29 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 14:10:47 - mmengine - INFO - Epoch(train) [102][1600/3757] lr: 1.0000e-02 eta: 2 days, 1:58:56 time: 0.3126 data_time: 0.0169 memory: 9395 grad_norm: 3.5727 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9192 loss: 1.9192 2022/08/15 14:11:18 - mmengine - INFO - Epoch(train) [102][1700/3757] lr: 1.0000e-02 eta: 2 days, 1:58:26 time: 0.3120 data_time: 0.0172 memory: 9395 grad_norm: 3.6904 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3353 loss: 2.3353 2022/08/15 14:11:50 - mmengine - INFO - Epoch(train) [102][1800/3757] lr: 1.0000e-02 eta: 2 days, 1:57:56 time: 0.3125 data_time: 0.0174 memory: 9395 grad_norm: 3.6590 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9231 loss: 1.9231 2022/08/15 14:12:21 - mmengine - INFO - Epoch(train) [102][1900/3757] lr: 1.0000e-02 eta: 2 days, 1:57:25 time: 0.3109 data_time: 0.0179 memory: 9395 grad_norm: 3.8442 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4040 loss: 2.4040 2022/08/15 14:12:53 - mmengine - INFO - Epoch(train) [102][2000/3757] lr: 1.0000e-02 eta: 2 days, 1:56:55 time: 0.3128 data_time: 0.0179 memory: 9395 grad_norm: 3.7789 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1986 loss: 2.1986 2022/08/15 14:13:24 - mmengine - INFO - Epoch(train) [102][2100/3757] lr: 1.0000e-02 eta: 2 days, 1:56:25 time: 0.3118 data_time: 0.0174 memory: 9395 grad_norm: 3.6870 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3281 loss: 2.3281 2022/08/15 14:13:56 - mmengine - INFO - Epoch(train) [102][2200/3757] lr: 1.0000e-02 eta: 2 days, 1:55:54 time: 0.3134 data_time: 0.0176 memory: 9395 grad_norm: 3.6877 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.4040 loss: 2.4040 2022/08/15 14:14:27 - mmengine - INFO - Epoch(train) [102][2300/3757] lr: 1.0000e-02 eta: 2 days, 1:55:24 time: 0.3142 data_time: 0.0179 memory: 9395 grad_norm: 3.6705 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3556 loss: 2.3556 2022/08/15 14:14:58 - mmengine - INFO - Epoch(train) [102][2400/3757] lr: 1.0000e-02 eta: 2 days, 1:54:54 time: 0.3134 data_time: 0.0172 memory: 9395 grad_norm: 3.7243 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9233 loss: 1.9233 2022/08/15 14:15:30 - mmengine - INFO - Epoch(train) [102][2500/3757] lr: 1.0000e-02 eta: 2 days, 1:54:23 time: 0.3157 data_time: 0.0172 memory: 9395 grad_norm: 3.6655 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1709 loss: 2.1709 2022/08/15 14:15:43 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 14:16:01 - mmengine - INFO - Epoch(train) [102][2600/3757] lr: 1.0000e-02 eta: 2 days, 1:53:53 time: 0.3131 data_time: 0.0176 memory: 9395 grad_norm: 3.6417 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.1786 loss: 2.1786 2022/08/15 14:16:33 - mmengine - INFO - Epoch(train) [102][2700/3757] lr: 1.0000e-02 eta: 2 days, 1:53:23 time: 0.3132 data_time: 0.0166 memory: 9395 grad_norm: 3.6941 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1971 loss: 2.1971 2022/08/15 14:17:04 - mmengine - INFO - Epoch(train) [102][2800/3757] lr: 1.0000e-02 eta: 2 days, 1:52:52 time: 0.3123 data_time: 0.0164 memory: 9395 grad_norm: 3.7470 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2498 loss: 2.2498 2022/08/15 14:17:36 - mmengine - INFO - Epoch(train) [102][2900/3757] lr: 1.0000e-02 eta: 2 days, 1:52:22 time: 0.3140 data_time: 0.0176 memory: 9395 grad_norm: 3.7580 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7381 loss: 1.7381 2022/08/15 14:18:08 - mmengine - INFO - Epoch(train) [102][3000/3757] lr: 1.0000e-02 eta: 2 days, 1:51:52 time: 0.3153 data_time: 0.0175 memory: 9395 grad_norm: 3.8191 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9446 loss: 1.9446 2022/08/15 14:18:39 - mmengine - INFO - Epoch(train) [102][3100/3757] lr: 1.0000e-02 eta: 2 days, 1:51:22 time: 0.3133 data_time: 0.0171 memory: 9395 grad_norm: 3.7541 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2116 loss: 2.2116 2022/08/15 14:19:10 - mmengine - INFO - Epoch(train) [102][3200/3757] lr: 1.0000e-02 eta: 2 days, 1:50:51 time: 0.3146 data_time: 0.0184 memory: 9395 grad_norm: 3.6139 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2270 loss: 2.2270 2022/08/15 14:19:42 - mmengine - INFO - Epoch(train) [102][3300/3757] lr: 1.0000e-02 eta: 2 days, 1:50:21 time: 0.3120 data_time: 0.0170 memory: 9395 grad_norm: 3.7555 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9967 loss: 1.9967 2022/08/15 14:20:13 - mmengine - INFO - Epoch(train) [102][3400/3757] lr: 1.0000e-02 eta: 2 days, 1:49:51 time: 0.3133 data_time: 0.0167 memory: 9395 grad_norm: 3.7648 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2366 loss: 2.2366 2022/08/15 14:20:45 - mmengine - INFO - Epoch(train) [102][3500/3757] lr: 1.0000e-02 eta: 2 days, 1:49:21 time: 0.3139 data_time: 0.0163 memory: 9395 grad_norm: 3.6396 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2656 loss: 2.2656 2022/08/15 14:20:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 14:21:17 - mmengine - INFO - Epoch(train) [102][3600/3757] lr: 1.0000e-02 eta: 2 days, 1:48:50 time: 0.3142 data_time: 0.0173 memory: 9395 grad_norm: 3.7426 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0117 loss: 2.0117 2022/08/15 14:21:48 - mmengine - INFO - Epoch(train) [102][3700/3757] lr: 1.0000e-02 eta: 2 days, 1:48:20 time: 0.3150 data_time: 0.0176 memory: 9395 grad_norm: 3.8262 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0323 loss: 2.0323 2022/08/15 14:22:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 14:22:06 - mmengine - INFO - Epoch(train) [102][3757/3757] lr: 1.0000e-02 eta: 2 days, 1:48:08 time: 0.3093 data_time: 0.0174 memory: 9395 grad_norm: 3.8822 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 2.0193 loss: 2.0193 2022/08/15 14:22:39 - mmengine - INFO - Epoch(train) [103][100/3757] lr: 1.0000e-02 eta: 2 days, 1:47:26 time: 0.3146 data_time: 0.0183 memory: 9395 grad_norm: 3.8221 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2860 loss: 2.2860 2022/08/15 14:23:10 - mmengine - INFO - Epoch(train) [103][200/3757] lr: 1.0000e-02 eta: 2 days, 1:46:56 time: 0.3121 data_time: 0.0170 memory: 9395 grad_norm: 3.7762 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1356 loss: 2.1356 2022/08/15 14:23:42 - mmengine - INFO - Epoch(train) [103][300/3757] lr: 1.0000e-02 eta: 2 days, 1:46:26 time: 0.3129 data_time: 0.0193 memory: 9395 grad_norm: 3.9127 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2900 loss: 2.2900 2022/08/15 14:24:13 - mmengine - INFO - Epoch(train) [103][400/3757] lr: 1.0000e-02 eta: 2 days, 1:45:56 time: 0.3129 data_time: 0.0170 memory: 9395 grad_norm: 3.9253 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3541 loss: 2.3541 2022/08/15 14:24:45 - mmengine - INFO - Epoch(train) [103][500/3757] lr: 1.0000e-02 eta: 2 days, 1:45:26 time: 0.3144 data_time: 0.0172 memory: 9395 grad_norm: 3.8708 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1475 loss: 2.1475 2022/08/15 14:25:17 - mmengine - INFO - Epoch(train) [103][600/3757] lr: 1.0000e-02 eta: 2 days, 1:44:55 time: 0.3134 data_time: 0.0167 memory: 9395 grad_norm: 3.7680 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2125 loss: 2.2125 2022/08/15 14:25:48 - mmengine - INFO - Epoch(train) [103][700/3757] lr: 1.0000e-02 eta: 2 days, 1:44:25 time: 0.3130 data_time: 0.0169 memory: 9395 grad_norm: 3.7443 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.1544 loss: 2.1544 2022/08/15 14:26:15 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 14:26:20 - mmengine - INFO - Epoch(train) [103][800/3757] lr: 1.0000e-02 eta: 2 days, 1:43:55 time: 0.3155 data_time: 0.0179 memory: 9395 grad_norm: 3.8078 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2629 loss: 2.2629 2022/08/15 14:26:51 - mmengine - INFO - Epoch(train) [103][900/3757] lr: 1.0000e-02 eta: 2 days, 1:43:25 time: 0.3127 data_time: 0.0173 memory: 9395 grad_norm: 3.7005 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3818 loss: 2.3818 2022/08/15 14:27:23 - mmengine - INFO - Epoch(train) [103][1000/3757] lr: 1.0000e-02 eta: 2 days, 1:42:55 time: 0.3128 data_time: 0.0167 memory: 9395 grad_norm: 3.7107 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1818 loss: 2.1818 2022/08/15 14:27:55 - mmengine - INFO - Epoch(train) [103][1100/3757] lr: 1.0000e-02 eta: 2 days, 1:42:25 time: 0.3129 data_time: 0.0172 memory: 9395 grad_norm: 3.8224 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1572 loss: 2.1572 2022/08/15 14:28:58 - mmengine - INFO - Epoch(train) [103][1200/3757] lr: 1.0000e-02 eta: 2 days, 1:42:42 time: 0.3128 data_time: 0.0168 memory: 9395 grad_norm: 3.7542 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1295 loss: 2.1295 2022/08/15 14:29:29 - mmengine - INFO - Epoch(train) [103][1300/3757] lr: 1.0000e-02 eta: 2 days, 1:42:12 time: 0.3159 data_time: 0.0176 memory: 9395 grad_norm: 3.8596 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1487 loss: 2.1487 2022/08/15 14:30:01 - mmengine - INFO - Epoch(train) [103][1400/3757] lr: 1.0000e-02 eta: 2 days, 1:41:41 time: 0.3128 data_time: 0.0169 memory: 9395 grad_norm: 3.7796 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1479 loss: 2.1479 2022/08/15 14:30:32 - mmengine - INFO - Epoch(train) [103][1500/3757] lr: 1.0000e-02 eta: 2 days, 1:41:11 time: 0.3136 data_time: 0.0175 memory: 9395 grad_norm: 3.7716 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1002 loss: 2.1002 2022/08/15 14:31:04 - mmengine - INFO - Epoch(train) [103][1600/3757] lr: 1.0000e-02 eta: 2 days, 1:40:41 time: 0.3116 data_time: 0.0171 memory: 9395 grad_norm: 3.7057 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1923 loss: 2.1923 2022/08/15 14:31:36 - mmengine - INFO - Epoch(train) [103][1700/3757] lr: 1.0000e-02 eta: 2 days, 1:40:11 time: 0.3124 data_time: 0.0175 memory: 9395 grad_norm: 3.7526 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1972 loss: 2.1972 2022/08/15 14:32:03 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 14:32:07 - mmengine - INFO - Epoch(train) [103][1800/3757] lr: 1.0000e-02 eta: 2 days, 1:39:41 time: 0.3174 data_time: 0.0181 memory: 9395 grad_norm: 3.8660 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2560 loss: 2.2560 2022/08/15 14:32:39 - mmengine - INFO - Epoch(train) [103][1900/3757] lr: 1.0000e-02 eta: 2 days, 1:39:10 time: 0.3135 data_time: 0.0171 memory: 9395 grad_norm: 3.8852 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 1.9784 loss: 1.9784 2022/08/15 14:33:10 - mmengine - INFO - Epoch(train) [103][2000/3757] lr: 1.0000e-02 eta: 2 days, 1:38:40 time: 0.3129 data_time: 0.0167 memory: 9395 grad_norm: 3.6829 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2806 loss: 2.2806 2022/08/15 14:33:42 - mmengine - INFO - Epoch(train) [103][2100/3757] lr: 1.0000e-02 eta: 2 days, 1:38:10 time: 0.3158 data_time: 0.0188 memory: 9395 grad_norm: 3.7815 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1167 loss: 2.1167 2022/08/15 14:34:13 - mmengine - INFO - Epoch(train) [103][2200/3757] lr: 1.0000e-02 eta: 2 days, 1:37:39 time: 0.3136 data_time: 0.0179 memory: 9395 grad_norm: 3.7063 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1123 loss: 2.1123 2022/08/15 14:34:45 - mmengine - INFO - Epoch(train) [103][2300/3757] lr: 1.0000e-02 eta: 2 days, 1:37:09 time: 0.3124 data_time: 0.0175 memory: 9395 grad_norm: 3.6732 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0704 loss: 2.0704 2022/08/15 14:35:16 - mmengine - INFO - Epoch(train) [103][2400/3757] lr: 1.0000e-02 eta: 2 days, 1:36:38 time: 0.3117 data_time: 0.0181 memory: 9395 grad_norm: 3.7938 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0002 loss: 2.0002 2022/08/15 14:35:48 - mmengine - INFO - Epoch(train) [103][2500/3757] lr: 1.0000e-02 eta: 2 days, 1:36:08 time: 0.3140 data_time: 0.0172 memory: 9395 grad_norm: 3.8268 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.1055 loss: 2.1055 2022/08/15 14:36:19 - mmengine - INFO - Epoch(train) [103][2600/3757] lr: 1.0000e-02 eta: 2 days, 1:35:38 time: 0.3146 data_time: 0.0187 memory: 9395 grad_norm: 3.7912 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2698 loss: 2.2698 2022/08/15 14:36:51 - mmengine - INFO - Epoch(train) [103][2700/3757] lr: 1.0000e-02 eta: 2 days, 1:35:08 time: 0.3137 data_time: 0.0176 memory: 9395 grad_norm: 3.8110 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.0675 loss: 2.0675 2022/08/15 14:37:18 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 14:37:22 - mmengine - INFO - Epoch(train) [103][2800/3757] lr: 1.0000e-02 eta: 2 days, 1:34:37 time: 0.3146 data_time: 0.0189 memory: 9395 grad_norm: 3.8420 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4077 loss: 2.4077 2022/08/15 14:37:54 - mmengine - INFO - Epoch(train) [103][2900/3757] lr: 1.0000e-02 eta: 2 days, 1:34:07 time: 0.3130 data_time: 0.0171 memory: 9395 grad_norm: 3.8392 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3367 loss: 2.3367 2022/08/15 14:38:25 - mmengine - INFO - Epoch(train) [103][3000/3757] lr: 1.0000e-02 eta: 2 days, 1:33:36 time: 0.3125 data_time: 0.0173 memory: 9395 grad_norm: 3.8830 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.3033 loss: 2.3033 2022/08/15 14:38:57 - mmengine - INFO - Epoch(train) [103][3100/3757] lr: 1.0000e-02 eta: 2 days, 1:33:06 time: 0.3129 data_time: 0.0175 memory: 9395 grad_norm: 3.8710 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.7065 loss: 2.7065 2022/08/15 14:39:28 - mmengine - INFO - Epoch(train) [103][3200/3757] lr: 1.0000e-02 eta: 2 days, 1:32:36 time: 0.3114 data_time: 0.0180 memory: 9395 grad_norm: 3.8529 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4347 loss: 2.4347 2022/08/15 14:40:00 - mmengine - INFO - Epoch(train) [103][3300/3757] lr: 1.0000e-02 eta: 2 days, 1:32:05 time: 0.3136 data_time: 0.0183 memory: 9395 grad_norm: 3.8280 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8738 loss: 1.8738 2022/08/15 14:40:31 - mmengine - INFO - Epoch(train) [103][3400/3757] lr: 1.0000e-02 eta: 2 days, 1:31:35 time: 0.3127 data_time: 0.0168 memory: 9395 grad_norm: 3.7997 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4187 loss: 2.4187 2022/08/15 14:41:03 - mmengine - INFO - Epoch(train) [103][3500/3757] lr: 1.0000e-02 eta: 2 days, 1:31:05 time: 0.3131 data_time: 0.0175 memory: 9395 grad_norm: 3.8785 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0069 loss: 2.0069 2022/08/15 14:41:34 - mmengine - INFO - Epoch(train) [103][3600/3757] lr: 1.0000e-02 eta: 2 days, 1:30:35 time: 0.3121 data_time: 0.0187 memory: 9395 grad_norm: 3.9872 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2064 loss: 2.2064 2022/08/15 14:42:06 - mmengine - INFO - Epoch(train) [103][3700/3757] lr: 1.0000e-02 eta: 2 days, 1:30:04 time: 0.3124 data_time: 0.0168 memory: 9395 grad_norm: 3.8396 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2836 loss: 2.2836 2022/08/15 14:42:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 14:42:24 - mmengine - INFO - Epoch(train) [103][3757/3757] lr: 1.0000e-02 eta: 2 days, 1:29:52 time: 0.3057 data_time: 0.0171 memory: 9395 grad_norm: 3.8646 top1_acc: 0.7143 top5_acc: 1.0000 loss_cls: 2.0944 loss: 2.0944 2022/08/15 14:42:34 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 14:42:57 - mmengine - INFO - Epoch(train) [104][100/3757] lr: 1.0000e-02 eta: 2 days, 1:29:11 time: 0.3127 data_time: 0.0169 memory: 9395 grad_norm: 3.9113 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0999 loss: 2.0999 2022/08/15 14:43:28 - mmengine - INFO - Epoch(train) [104][200/3757] lr: 1.0000e-02 eta: 2 days, 1:28:41 time: 0.3134 data_time: 0.0177 memory: 9395 grad_norm: 3.9836 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3310 loss: 2.3310 2022/08/15 14:44:00 - mmengine - INFO - Epoch(train) [104][300/3757] lr: 1.0000e-02 eta: 2 days, 1:28:10 time: 0.3131 data_time: 0.0173 memory: 9395 grad_norm: 3.8957 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3849 loss: 2.3849 2022/08/15 14:44:31 - mmengine - INFO - Epoch(train) [104][400/3757] lr: 1.0000e-02 eta: 2 days, 1:27:40 time: 0.3158 data_time: 0.0188 memory: 9395 grad_norm: 3.8162 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1456 loss: 2.1456 2022/08/15 14:45:03 - mmengine - INFO - Epoch(train) [104][500/3757] lr: 1.0000e-02 eta: 2 days, 1:27:10 time: 0.3127 data_time: 0.0171 memory: 9395 grad_norm: 3.8673 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3638 loss: 2.3638 2022/08/15 14:45:34 - mmengine - INFO - Epoch(train) [104][600/3757] lr: 1.0000e-02 eta: 2 days, 1:26:39 time: 0.3127 data_time: 0.0171 memory: 9395 grad_norm: 3.9788 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4676 loss: 2.4676 2022/08/15 14:46:06 - mmengine - INFO - Epoch(train) [104][700/3757] lr: 1.0000e-02 eta: 2 days, 1:26:09 time: 0.3128 data_time: 0.0174 memory: 9395 grad_norm: 3.9292 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3492 loss: 2.3492 2022/08/15 14:46:37 - mmengine - INFO - Epoch(train) [104][800/3757] lr: 1.0000e-02 eta: 2 days, 1:25:39 time: 0.3122 data_time: 0.0172 memory: 9395 grad_norm: 4.0288 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2873 loss: 2.2873 2022/08/15 14:47:09 - mmengine - INFO - Epoch(train) [104][900/3757] lr: 1.0000e-02 eta: 2 days, 1:25:08 time: 0.3164 data_time: 0.0171 memory: 9395 grad_norm: 3.9473 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3141 loss: 2.3141 2022/08/15 14:47:40 - mmengine - INFO - Epoch(train) [104][1000/3757] lr: 1.0000e-02 eta: 2 days, 1:24:38 time: 0.3133 data_time: 0.0182 memory: 9395 grad_norm: 3.9374 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4018 loss: 2.4018 2022/08/15 14:47:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 14:48:12 - mmengine - INFO - Epoch(train) [104][1100/3757] lr: 1.0000e-02 eta: 2 days, 1:24:08 time: 0.3141 data_time: 0.0181 memory: 9395 grad_norm: 3.9991 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.2581 loss: 2.2581 2022/08/15 14:48:43 - mmengine - INFO - Epoch(train) [104][1200/3757] lr: 1.0000e-02 eta: 2 days, 1:23:37 time: 0.3133 data_time: 0.0181 memory: 9395 grad_norm: 3.9106 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0221 loss: 2.0221 2022/08/15 14:49:15 - mmengine - INFO - Epoch(train) [104][1300/3757] lr: 1.0000e-02 eta: 2 days, 1:23:07 time: 0.3130 data_time: 0.0168 memory: 9395 grad_norm: 3.8390 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0885 loss: 2.0885 2022/08/15 14:49:46 - mmengine - INFO - Epoch(train) [104][1400/3757] lr: 1.0000e-02 eta: 2 days, 1:22:36 time: 0.3128 data_time: 0.0171 memory: 9395 grad_norm: 3.8585 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2448 loss: 2.2448 2022/08/15 14:50:18 - mmengine - INFO - Epoch(train) [104][1500/3757] lr: 1.0000e-02 eta: 2 days, 1:22:06 time: 0.3143 data_time: 0.0174 memory: 9395 grad_norm: 4.0342 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9323 loss: 1.9323 2022/08/15 14:50:49 - mmengine - INFO - Epoch(train) [104][1600/3757] lr: 1.0000e-02 eta: 2 days, 1:21:36 time: 0.3131 data_time: 0.0171 memory: 9395 grad_norm: 4.0408 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9743 loss: 1.9743 2022/08/15 14:51:21 - mmengine - INFO - Epoch(train) [104][1700/3757] lr: 1.0000e-02 eta: 2 days, 1:21:06 time: 0.3138 data_time: 0.0174 memory: 9395 grad_norm: 3.9175 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0720 loss: 2.0720 2022/08/15 14:51:52 - mmengine - INFO - Epoch(train) [104][1800/3757] lr: 1.0000e-02 eta: 2 days, 1:20:35 time: 0.3155 data_time: 0.0169 memory: 9395 grad_norm: 4.0336 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0312 loss: 2.0312 2022/08/15 14:52:24 - mmengine - INFO - Epoch(train) [104][1900/3757] lr: 1.0000e-02 eta: 2 days, 1:20:05 time: 0.3161 data_time: 0.0184 memory: 9395 grad_norm: 3.9373 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1082 loss: 2.1082 2022/08/15 14:52:55 - mmengine - INFO - Epoch(train) [104][2000/3757] lr: 1.0000e-02 eta: 2 days, 1:19:35 time: 0.3136 data_time: 0.0178 memory: 9395 grad_norm: 3.8356 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2699 loss: 2.2699 2022/08/15 14:53:04 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 14:53:27 - mmengine - INFO - Epoch(train) [104][2100/3757] lr: 1.0000e-02 eta: 2 days, 1:19:05 time: 0.3128 data_time: 0.0172 memory: 9395 grad_norm: 3.9985 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2149 loss: 2.2149 2022/08/15 14:53:58 - mmengine - INFO - Epoch(train) [104][2200/3757] lr: 1.0000e-02 eta: 2 days, 1:18:34 time: 0.3131 data_time: 0.0178 memory: 9395 grad_norm: 3.9608 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2844 loss: 2.2844 2022/08/15 14:54:30 - mmengine - INFO - Epoch(train) [104][2300/3757] lr: 1.0000e-02 eta: 2 days, 1:18:04 time: 0.3137 data_time: 0.0172 memory: 9395 grad_norm: 3.8377 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2733 loss: 2.2733 2022/08/15 14:55:01 - mmengine - INFO - Epoch(train) [104][2400/3757] lr: 1.0000e-02 eta: 2 days, 1:17:33 time: 0.3157 data_time: 0.0184 memory: 9395 grad_norm: 4.0511 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2721 loss: 2.2721 2022/08/15 14:55:33 - mmengine - INFO - Epoch(train) [104][2500/3757] lr: 1.0000e-02 eta: 2 days, 1:17:03 time: 0.3126 data_time: 0.0173 memory: 9395 grad_norm: 4.0018 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3105 loss: 2.3105 2022/08/15 14:56:04 - mmengine - INFO - Epoch(train) [104][2600/3757] lr: 1.0000e-02 eta: 2 days, 1:16:33 time: 0.3132 data_time: 0.0180 memory: 9395 grad_norm: 3.9698 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5627 loss: 2.5627 2022/08/15 14:56:36 - mmengine - INFO - Epoch(train) [104][2700/3757] lr: 1.0000e-02 eta: 2 days, 1:16:02 time: 0.3121 data_time: 0.0175 memory: 9395 grad_norm: 3.9117 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0434 loss: 2.0434 2022/08/15 14:57:07 - mmengine - INFO - Epoch(train) [104][2800/3757] lr: 1.0000e-02 eta: 2 days, 1:15:32 time: 0.3128 data_time: 0.0179 memory: 9395 grad_norm: 3.9716 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8957 loss: 1.8957 2022/08/15 14:57:39 - mmengine - INFO - Epoch(train) [104][2900/3757] lr: 1.0000e-02 eta: 2 days, 1:15:02 time: 0.3130 data_time: 0.0171 memory: 9395 grad_norm: 4.0492 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1455 loss: 2.1455 2022/08/15 14:58:10 - mmengine - INFO - Epoch(train) [104][3000/3757] lr: 1.0000e-02 eta: 2 days, 1:14:31 time: 0.3188 data_time: 0.0181 memory: 9395 grad_norm: 3.8769 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4160 loss: 2.4160 2022/08/15 14:58:20 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 14:58:42 - mmengine - INFO - Epoch(train) [104][3100/3757] lr: 1.0000e-02 eta: 2 days, 1:14:01 time: 0.3142 data_time: 0.0178 memory: 9395 grad_norm: 3.9317 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1209 loss: 2.1209 2022/08/15 14:59:13 - mmengine - INFO - Epoch(train) [104][3200/3757] lr: 1.0000e-02 eta: 2 days, 1:13:31 time: 0.3164 data_time: 0.0177 memory: 9395 grad_norm: 4.1016 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1435 loss: 2.1435 2022/08/15 14:59:45 - mmengine - INFO - Epoch(train) [104][3300/3757] lr: 1.0000e-02 eta: 2 days, 1:13:00 time: 0.3132 data_time: 0.0164 memory: 9395 grad_norm: 4.0450 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0269 loss: 2.0269 2022/08/15 15:00:17 - mmengine - INFO - Epoch(train) [104][3400/3757] lr: 1.0000e-02 eta: 2 days, 1:12:30 time: 0.3138 data_time: 0.0169 memory: 9395 grad_norm: 3.9293 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8760 loss: 1.8760 2022/08/15 15:00:48 - mmengine - INFO - Epoch(train) [104][3500/3757] lr: 1.0000e-02 eta: 2 days, 1:12:00 time: 0.3117 data_time: 0.0166 memory: 9395 grad_norm: 3.9312 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0188 loss: 2.0188 2022/08/15 15:01:19 - mmengine - INFO - Epoch(train) [104][3600/3757] lr: 1.0000e-02 eta: 2 days, 1:11:29 time: 0.3144 data_time: 0.0176 memory: 9395 grad_norm: 3.9298 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0068 loss: 2.0068 2022/08/15 15:01:51 - mmengine - INFO - Epoch(train) [104][3700/3757] lr: 1.0000e-02 eta: 2 days, 1:10:59 time: 0.3153 data_time: 0.0178 memory: 9395 grad_norm: 3.9355 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2987 loss: 2.2987 2022/08/15 15:02:09 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 15:02:09 - mmengine - INFO - Epoch(train) [104][3757/3757] lr: 1.0000e-02 eta: 2 days, 1:10:47 time: 0.3067 data_time: 0.0170 memory: 9395 grad_norm: 4.0003 top1_acc: 0.2857 top5_acc: 0.5714 loss_cls: 2.2394 loss: 2.2394 2022/08/15 15:02:09 - mmengine - INFO - Saving checkpoint at 104 epochs 2022/08/15 15:02:44 - mmengine - INFO - Epoch(train) [105][100/3757] lr: 1.0000e-02 eta: 2 days, 1:10:05 time: 0.3153 data_time: 0.0170 memory: 9395 grad_norm: 3.9530 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0203 loss: 2.0203 2022/08/15 15:03:17 - mmengine - INFO - Epoch(train) [105][200/3757] lr: 1.0000e-02 eta: 2 days, 1:09:38 time: 0.3124 data_time: 0.0162 memory: 9395 grad_norm: 3.9707 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0537 loss: 2.0537 2022/08/15 15:03:40 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 15:03:49 - mmengine - INFO - Epoch(train) [105][300/3757] lr: 1.0000e-02 eta: 2 days, 1:09:07 time: 0.3127 data_time: 0.0170 memory: 9395 grad_norm: 4.1132 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0212 loss: 2.0212 2022/08/15 15:04:20 - mmengine - INFO - Epoch(train) [105][400/3757] lr: 1.0000e-02 eta: 2 days, 1:08:37 time: 0.3134 data_time: 0.0170 memory: 9395 grad_norm: 3.9611 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1026 loss: 2.1026 2022/08/15 15:04:52 - mmengine - INFO - Epoch(train) [105][500/3757] lr: 1.0000e-02 eta: 2 days, 1:08:07 time: 0.3133 data_time: 0.0182 memory: 9395 grad_norm: 3.8880 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0371 loss: 2.0371 2022/08/15 15:05:24 - mmengine - INFO - Epoch(train) [105][600/3757] lr: 1.0000e-02 eta: 2 days, 1:07:37 time: 0.3122 data_time: 0.0172 memory: 9395 grad_norm: 3.9284 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1531 loss: 2.1531 2022/08/15 15:05:55 - mmengine - INFO - Epoch(train) [105][700/3757] lr: 1.0000e-02 eta: 2 days, 1:07:07 time: 0.3160 data_time: 0.0174 memory: 9395 grad_norm: 3.9154 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3845 loss: 2.3845 2022/08/15 15:06:27 - mmengine - INFO - Epoch(train) [105][800/3757] lr: 1.0000e-02 eta: 2 days, 1:06:36 time: 0.3131 data_time: 0.0170 memory: 9395 grad_norm: 3.9973 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5671 loss: 2.5671 2022/08/15 15:06:58 - mmengine - INFO - Epoch(train) [105][900/3757] lr: 1.0000e-02 eta: 2 days, 1:06:06 time: 0.3132 data_time: 0.0165 memory: 9395 grad_norm: 3.8562 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.9417 loss: 1.9417 2022/08/15 15:07:30 - mmengine - INFO - Epoch(train) [105][1000/3757] lr: 1.0000e-02 eta: 2 days, 1:05:36 time: 0.3195 data_time: 0.0180 memory: 9395 grad_norm: 4.1199 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2314 loss: 2.2314 2022/08/15 15:08:01 - mmengine - INFO - Epoch(train) [105][1100/3757] lr: 1.0000e-02 eta: 2 days, 1:05:05 time: 0.3136 data_time: 0.0177 memory: 9395 grad_norm: 4.0612 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1650 loss: 2.1650 2022/08/15 15:08:33 - mmengine - INFO - Epoch(train) [105][1200/3757] lr: 1.0000e-02 eta: 2 days, 1:04:35 time: 0.3138 data_time: 0.0164 memory: 9395 grad_norm: 3.9877 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2150 loss: 2.2150 2022/08/15 15:08:56 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 15:09:05 - mmengine - INFO - Epoch(train) [105][1300/3757] lr: 1.0000e-02 eta: 2 days, 1:04:05 time: 0.3147 data_time: 0.0179 memory: 9395 grad_norm: 3.9680 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2217 loss: 2.2217 2022/08/15 15:09:36 - mmengine - INFO - Epoch(train) [105][1400/3757] lr: 1.0000e-02 eta: 2 days, 1:03:34 time: 0.3127 data_time: 0.0182 memory: 9395 grad_norm: 4.0584 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1587 loss: 2.1587 2022/08/15 15:10:07 - mmengine - INFO - Epoch(train) [105][1500/3757] lr: 1.0000e-02 eta: 2 days, 1:03:04 time: 0.3130 data_time: 0.0164 memory: 9395 grad_norm: 3.9764 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1560 loss: 2.1560 2022/08/15 15:10:39 - mmengine - INFO - Epoch(train) [105][1600/3757] lr: 1.0000e-02 eta: 2 days, 1:02:33 time: 0.3134 data_time: 0.0176 memory: 9395 grad_norm: 4.0483 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.4933 loss: 2.4933 2022/08/15 15:11:10 - mmengine - INFO - Epoch(train) [105][1700/3757] lr: 1.0000e-02 eta: 2 days, 1:02:03 time: 0.3130 data_time: 0.0183 memory: 9395 grad_norm: 3.9952 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2422 loss: 2.2422 2022/08/15 15:11:42 - mmengine - INFO - Epoch(train) [105][1800/3757] lr: 1.0000e-02 eta: 2 days, 1:01:33 time: 0.3150 data_time: 0.0167 memory: 9395 grad_norm: 3.9176 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0419 loss: 2.0419 2022/08/15 15:12:14 - mmengine - INFO - Epoch(train) [105][1900/3757] lr: 1.0000e-02 eta: 2 days, 1:01:02 time: 0.3154 data_time: 0.0191 memory: 9395 grad_norm: 3.9571 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4793 loss: 2.4793 2022/08/15 15:12:45 - mmengine - INFO - Epoch(train) [105][2000/3757] lr: 1.0000e-02 eta: 2 days, 1:00:32 time: 0.3135 data_time: 0.0172 memory: 9395 grad_norm: 4.0121 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0452 loss: 2.0452 2022/08/15 15:13:17 - mmengine - INFO - Epoch(train) [105][2100/3757] lr: 1.0000e-02 eta: 2 days, 1:00:02 time: 0.3134 data_time: 0.0166 memory: 9395 grad_norm: 4.0221 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.1344 loss: 2.1344 2022/08/15 15:13:48 - mmengine - INFO - Epoch(train) [105][2200/3757] lr: 1.0000e-02 eta: 2 days, 0:59:32 time: 0.3132 data_time: 0.0170 memory: 9395 grad_norm: 4.1515 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1563 loss: 2.1563 2022/08/15 15:14:11 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 15:14:20 - mmengine - INFO - Epoch(train) [105][2300/3757] lr: 1.0000e-02 eta: 2 days, 0:59:01 time: 0.3120 data_time: 0.0177 memory: 9395 grad_norm: 4.0974 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0799 loss: 2.0799 2022/08/15 15:14:51 - mmengine - INFO - Epoch(train) [105][2400/3757] lr: 1.0000e-02 eta: 2 days, 0:58:31 time: 0.3132 data_time: 0.0171 memory: 9395 grad_norm: 4.0101 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2602 loss: 2.2602 2022/08/15 15:15:23 - mmengine - INFO - Epoch(train) [105][2500/3757] lr: 1.0000e-02 eta: 2 days, 0:58:00 time: 0.3168 data_time: 0.0185 memory: 9395 grad_norm: 4.0705 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5685 loss: 2.5685 2022/08/15 15:15:54 - mmengine - INFO - Epoch(train) [105][2600/3757] lr: 1.0000e-02 eta: 2 days, 0:57:30 time: 0.3137 data_time: 0.0180 memory: 9395 grad_norm: 4.1329 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2573 loss: 2.2573 2022/08/15 15:16:26 - mmengine - INFO - Epoch(train) [105][2700/3757] lr: 1.0000e-02 eta: 2 days, 0:57:00 time: 0.3164 data_time: 0.0179 memory: 9395 grad_norm: 3.9694 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0543 loss: 2.0543 2022/08/15 15:16:57 - mmengine - INFO - Epoch(train) [105][2800/3757] lr: 1.0000e-02 eta: 2 days, 0:56:29 time: 0.3138 data_time: 0.0171 memory: 9395 grad_norm: 4.0348 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0040 loss: 2.0040 2022/08/15 15:17:29 - mmengine - INFO - Epoch(train) [105][2900/3757] lr: 1.0000e-02 eta: 2 days, 0:55:59 time: 0.3121 data_time: 0.0168 memory: 9395 grad_norm: 4.1312 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2728 loss: 2.2728 2022/08/15 15:18:00 - mmengine - INFO - Epoch(train) [105][3000/3757] lr: 1.0000e-02 eta: 2 days, 0:55:29 time: 0.3131 data_time: 0.0172 memory: 9395 grad_norm: 4.0487 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4157 loss: 2.4157 2022/08/15 15:18:32 - mmengine - INFO - Epoch(train) [105][3100/3757] lr: 1.0000e-02 eta: 2 days, 0:54:59 time: 0.3141 data_time: 0.0162 memory: 9395 grad_norm: 4.0567 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1895 loss: 2.1895 2022/08/15 15:19:04 - mmengine - INFO - Epoch(train) [105][3200/3757] lr: 1.0000e-02 eta: 2 days, 0:54:28 time: 0.3167 data_time: 0.0188 memory: 9395 grad_norm: 4.0187 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1968 loss: 2.1968 2022/08/15 15:19:26 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 15:19:35 - mmengine - INFO - Epoch(train) [105][3300/3757] lr: 1.0000e-02 eta: 2 days, 0:53:58 time: 0.3118 data_time: 0.0173 memory: 9395 grad_norm: 4.1262 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.1728 loss: 2.1728 2022/08/15 15:20:07 - mmengine - INFO - Epoch(train) [105][3400/3757] lr: 1.0000e-02 eta: 2 days, 0:53:28 time: 0.3178 data_time: 0.0182 memory: 9395 grad_norm: 4.0477 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2202 loss: 2.2202 2022/08/15 15:20:38 - mmengine - INFO - Epoch(train) [105][3500/3757] lr: 1.0000e-02 eta: 2 days, 0:52:57 time: 0.3123 data_time: 0.0169 memory: 9395 grad_norm: 4.1143 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3679 loss: 2.3679 2022/08/15 15:21:10 - mmengine - INFO - Epoch(train) [105][3600/3757] lr: 1.0000e-02 eta: 2 days, 0:52:27 time: 0.3142 data_time: 0.0176 memory: 9395 grad_norm: 3.9905 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0292 loss: 2.0292 2022/08/15 15:21:41 - mmengine - INFO - Epoch(train) [105][3700/3757] lr: 1.0000e-02 eta: 2 days, 0:51:57 time: 0.3133 data_time: 0.0171 memory: 9395 grad_norm: 3.8823 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1147 loss: 2.1147 2022/08/15 15:21:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 15:21:59 - mmengine - INFO - Epoch(train) [105][3757/3757] lr: 1.0000e-02 eta: 2 days, 0:51:44 time: 0.3078 data_time: 0.0170 memory: 9395 grad_norm: 4.0266 top1_acc: 0.5714 top5_acc: 0.5714 loss_cls: 2.0957 loss: 2.0957 2022/08/15 15:22:17 - mmengine - INFO - Epoch(val) [105][100/310] eta: 0:00:35 time: 0.1696 data_time: 0.0712 memory: 1523 2022/08/15 15:22:35 - mmengine - INFO - Epoch(val) [105][200/310] eta: 0:00:17 time: 0.1570 data_time: 0.0586 memory: 1523 2022/08/15 15:22:52 - mmengine - INFO - Epoch(val) [105][300/310] eta: 0:00:01 time: 0.1651 data_time: 0.0683 memory: 1523 2022/08/15 15:22:55 - mmengine - INFO - Epoch(val) [105][310/310] acc/top1: 0.5744 acc/top5: 0.8149 acc/mean1: 0.5743 2022/08/15 15:22:55 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr/best_acc/top1_epoch_101.pth is removed 2022/08/15 15:22:57 - mmengine - INFO - The best checkpoint with 0.5744 acc/top1 at 106 epoch is saved to best_acc/top1_epoch_106.pth. 2022/08/15 15:23:29 - mmengine - INFO - Epoch(train) [106][100/3757] lr: 1.0000e-02 eta: 2 days, 0:51:03 time: 0.3117 data_time: 0.0170 memory: 9395 grad_norm: 4.1066 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3239 loss: 2.3239 2022/08/15 15:24:01 - mmengine - INFO - Epoch(train) [106][200/3757] lr: 1.0000e-02 eta: 2 days, 0:50:32 time: 0.3126 data_time: 0.0167 memory: 9395 grad_norm: 4.0943 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.2242 loss: 2.2242 2022/08/15 15:24:36 - mmengine - INFO - Epoch(train) [106][300/3757] lr: 1.0000e-02 eta: 2 days, 0:50:07 time: 0.3157 data_time: 0.0168 memory: 9395 grad_norm: 4.0789 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3099 loss: 2.3099 2022/08/15 15:25:08 - mmengine - INFO - Epoch(train) [106][400/3757] lr: 1.0000e-02 eta: 2 days, 0:49:37 time: 0.3145 data_time: 0.0192 memory: 9395 grad_norm: 4.1998 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.4576 loss: 2.4576 2022/08/15 15:25:39 - mmengine - INFO - Epoch(train) [106][500/3757] lr: 1.0000e-02 eta: 2 days, 0:49:07 time: 0.3112 data_time: 0.0171 memory: 9395 grad_norm: 4.0983 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1615 loss: 2.1615 2022/08/15 15:25:44 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 15:26:11 - mmengine - INFO - Epoch(train) [106][600/3757] lr: 1.0000e-02 eta: 2 days, 0:48:37 time: 0.3135 data_time: 0.0196 memory: 9395 grad_norm: 3.9984 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0903 loss: 2.0903 2022/08/15 15:26:43 - mmengine - INFO - Epoch(train) [106][700/3757] lr: 1.0000e-02 eta: 2 days, 0:48:07 time: 0.3314 data_time: 0.0208 memory: 9395 grad_norm: 4.0753 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8849 loss: 1.8849 2022/08/15 15:27:14 - mmengine - INFO - Epoch(train) [106][800/3757] lr: 1.0000e-02 eta: 2 days, 0:47:37 time: 0.3122 data_time: 0.0177 memory: 9395 grad_norm: 4.1084 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0152 loss: 2.0152 2022/08/15 15:27:46 - mmengine - INFO - Epoch(train) [106][900/3757] lr: 1.0000e-02 eta: 2 days, 0:47:07 time: 0.3138 data_time: 0.0178 memory: 9395 grad_norm: 4.1244 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3765 loss: 2.3765 2022/08/15 15:28:17 - mmengine - INFO - Epoch(train) [106][1000/3757] lr: 1.0000e-02 eta: 2 days, 0:46:36 time: 0.3128 data_time: 0.0170 memory: 9395 grad_norm: 4.0634 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.2673 loss: 2.2673 2022/08/15 15:28:49 - mmengine - INFO - Epoch(train) [106][1100/3757] lr: 1.0000e-02 eta: 2 days, 0:46:06 time: 0.3122 data_time: 0.0169 memory: 9395 grad_norm: 4.1829 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0566 loss: 2.0566 2022/08/15 15:29:20 - mmengine - INFO - Epoch(train) [106][1200/3757] lr: 1.0000e-02 eta: 2 days, 0:45:35 time: 0.3135 data_time: 0.0166 memory: 9395 grad_norm: 4.0806 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0874 loss: 2.0874 2022/08/15 15:29:52 - mmengine - INFO - Epoch(train) [106][1300/3757] lr: 1.0000e-02 eta: 2 days, 0:45:05 time: 0.3135 data_time: 0.0165 memory: 9395 grad_norm: 4.1828 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9360 loss: 1.9360 2022/08/15 15:30:23 - mmengine - INFO - Epoch(train) [106][1400/3757] lr: 1.0000e-02 eta: 2 days, 0:44:34 time: 0.3135 data_time: 0.0174 memory: 9395 grad_norm: 4.1283 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5154 loss: 2.5154 2022/08/15 15:30:55 - mmengine - INFO - Epoch(train) [106][1500/3757] lr: 1.0000e-02 eta: 2 days, 0:44:04 time: 0.3140 data_time: 0.0172 memory: 9395 grad_norm: 4.2187 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2997 loss: 2.2997 2022/08/15 15:30:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 15:31:26 - mmengine - INFO - Epoch(train) [106][1600/3757] lr: 1.0000e-02 eta: 2 days, 0:43:33 time: 0.3133 data_time: 0.0178 memory: 9395 grad_norm: 4.0709 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2685 loss: 2.2685 2022/08/15 15:31:58 - mmengine - INFO - Epoch(train) [106][1700/3757] lr: 1.0000e-02 eta: 2 days, 0:43:03 time: 0.3140 data_time: 0.0175 memory: 9395 grad_norm: 4.1365 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.2475 loss: 2.2475 2022/08/15 15:32:29 - mmengine - INFO - Epoch(train) [106][1800/3757] lr: 1.0000e-02 eta: 2 days, 0:42:32 time: 0.3135 data_time: 0.0170 memory: 9395 grad_norm: 4.0645 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.0896 loss: 2.0896 2022/08/15 15:33:01 - mmengine - INFO - Epoch(train) [106][1900/3757] lr: 1.0000e-02 eta: 2 days, 0:42:02 time: 0.3126 data_time: 0.0174 memory: 9395 grad_norm: 4.2096 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0391 loss: 2.0391 2022/08/15 15:33:32 - mmengine - INFO - Epoch(train) [106][2000/3757] lr: 1.0000e-02 eta: 2 days, 0:41:32 time: 0.3148 data_time: 0.0178 memory: 9395 grad_norm: 4.3181 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1883 loss: 2.1883 2022/08/15 15:34:04 - mmengine - INFO - Epoch(train) [106][2100/3757] lr: 1.0000e-02 eta: 2 days, 0:41:01 time: 0.3168 data_time: 0.0166 memory: 9395 grad_norm: 4.1353 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9116 loss: 1.9116 2022/08/15 15:34:35 - mmengine - INFO - Epoch(train) [106][2200/3757] lr: 1.0000e-02 eta: 2 days, 0:40:31 time: 0.3162 data_time: 0.0182 memory: 9395 grad_norm: 4.1772 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1924 loss: 2.1924 2022/08/15 15:35:07 - mmengine - INFO - Epoch(train) [106][2300/3757] lr: 1.0000e-02 eta: 2 days, 0:40:01 time: 0.3160 data_time: 0.0182 memory: 9395 grad_norm: 4.2591 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0391 loss: 2.0391 2022/08/15 15:35:38 - mmengine - INFO - Epoch(train) [106][2400/3757] lr: 1.0000e-02 eta: 2 days, 0:39:30 time: 0.3127 data_time: 0.0166 memory: 9395 grad_norm: 4.0803 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1916 loss: 2.1916 2022/08/15 15:36:10 - mmengine - INFO - Epoch(train) [106][2500/3757] lr: 1.0000e-02 eta: 2 days, 0:39:00 time: 0.3115 data_time: 0.0164 memory: 9395 grad_norm: 4.2156 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3990 loss: 2.3990 2022/08/15 15:36:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 15:36:41 - mmengine - INFO - Epoch(train) [106][2600/3757] lr: 1.0000e-02 eta: 2 days, 0:38:29 time: 0.3123 data_time: 0.0168 memory: 9395 grad_norm: 4.1295 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8686 loss: 1.8686 2022/08/15 15:37:12 - mmengine - INFO - Epoch(train) [106][2700/3757] lr: 1.0000e-02 eta: 2 days, 0:37:59 time: 0.3122 data_time: 0.0175 memory: 9395 grad_norm: 4.1724 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.2779 loss: 2.2779 2022/08/15 15:37:44 - mmengine - INFO - Epoch(train) [106][2800/3757] lr: 1.0000e-02 eta: 2 days, 0:37:28 time: 0.3185 data_time: 0.0174 memory: 9395 grad_norm: 4.0998 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9045 loss: 1.9045 2022/08/15 15:38:15 - mmengine - INFO - Epoch(train) [106][2900/3757] lr: 1.0000e-02 eta: 2 days, 0:36:58 time: 0.3156 data_time: 0.0196 memory: 9395 grad_norm: 4.1652 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0156 loss: 2.0156 2022/08/15 15:38:47 - mmengine - INFO - Epoch(train) [106][3000/3757] lr: 1.0000e-02 eta: 2 days, 0:36:27 time: 0.3124 data_time: 0.0168 memory: 9395 grad_norm: 4.1869 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2623 loss: 2.2623 2022/08/15 15:39:18 - mmengine - INFO - Epoch(train) [106][3100/3757] lr: 1.0000e-02 eta: 2 days, 0:35:57 time: 0.3152 data_time: 0.0184 memory: 9395 grad_norm: 4.0926 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2539 loss: 2.2539 2022/08/15 15:39:50 - mmengine - INFO - Epoch(train) [106][3200/3757] lr: 1.0000e-02 eta: 2 days, 0:35:27 time: 0.3132 data_time: 0.0158 memory: 9395 grad_norm: 4.1747 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0547 loss: 2.0547 2022/08/15 15:40:21 - mmengine - INFO - Epoch(train) [106][3300/3757] lr: 1.0000e-02 eta: 2 days, 0:34:56 time: 0.3127 data_time: 0.0166 memory: 9395 grad_norm: 4.1187 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9515 loss: 1.9515 2022/08/15 15:40:53 - mmengine - INFO - Epoch(train) [106][3400/3757] lr: 1.0000e-02 eta: 2 days, 0:34:26 time: 0.3135 data_time: 0.0171 memory: 9395 grad_norm: 4.2934 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1997 loss: 2.1997 2022/08/15 15:41:24 - mmengine - INFO - Epoch(train) [106][3500/3757] lr: 1.0000e-02 eta: 2 days, 0:33:56 time: 0.3145 data_time: 0.0179 memory: 9395 grad_norm: 4.0629 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1198 loss: 2.1198 2022/08/15 15:41:29 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 15:41:56 - mmengine - INFO - Epoch(train) [106][3600/3757] lr: 1.0000e-02 eta: 2 days, 0:33:25 time: 0.3156 data_time: 0.0201 memory: 9395 grad_norm: 4.1152 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4363 loss: 2.4363 2022/08/15 15:42:27 - mmengine - INFO - Epoch(train) [106][3700/3757] lr: 1.0000e-02 eta: 2 days, 0:32:55 time: 0.3125 data_time: 0.0172 memory: 9395 grad_norm: 4.0513 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1435 loss: 2.1435 2022/08/15 15:42:45 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 15:42:45 - mmengine - INFO - Epoch(train) [106][3757/3757] lr: 1.0000e-02 eta: 2 days, 0:32:43 time: 0.3080 data_time: 0.0186 memory: 9395 grad_norm: 4.0969 top1_acc: 0.7143 top5_acc: 1.0000 loss_cls: 2.0751 loss: 2.0751 2022/08/15 15:43:19 - mmengine - INFO - Epoch(train) [107][100/3757] lr: 1.0000e-02 eta: 2 days, 0:32:02 time: 0.3140 data_time: 0.0184 memory: 9395 grad_norm: 4.2189 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1746 loss: 2.1746 2022/08/15 15:43:50 - mmengine - INFO - Epoch(train) [107][200/3757] lr: 1.0000e-02 eta: 2 days, 0:31:31 time: 0.3127 data_time: 0.0163 memory: 9395 grad_norm: 4.1623 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8642 loss: 1.8642 2022/08/15 15:44:22 - mmengine - INFO - Epoch(train) [107][300/3757] lr: 1.0000e-02 eta: 2 days, 0:31:01 time: 0.3137 data_time: 0.0166 memory: 9395 grad_norm: 4.1984 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9178 loss: 1.9178 2022/08/15 15:44:53 - mmengine - INFO - Epoch(train) [107][400/3757] lr: 1.0000e-02 eta: 2 days, 0:30:31 time: 0.3145 data_time: 0.0170 memory: 9395 grad_norm: 4.2536 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2197 loss: 2.2197 2022/08/15 15:45:25 - mmengine - INFO - Epoch(train) [107][500/3757] lr: 1.0000e-02 eta: 2 days, 0:30:00 time: 0.3148 data_time: 0.0159 memory: 9395 grad_norm: 4.0204 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8160 loss: 1.8160 2022/08/15 15:45:56 - mmengine - INFO - Epoch(train) [107][600/3757] lr: 1.0000e-02 eta: 2 days, 0:29:30 time: 0.3135 data_time: 0.0184 memory: 9395 grad_norm: 4.0415 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3324 loss: 2.3324 2022/08/15 15:46:28 - mmengine - INFO - Epoch(train) [107][700/3757] lr: 1.0000e-02 eta: 2 days, 0:29:00 time: 0.3151 data_time: 0.0177 memory: 9395 grad_norm: 4.2941 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.3969 loss: 2.3969 2022/08/15 15:46:46 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 15:46:59 - mmengine - INFO - Epoch(train) [107][800/3757] lr: 1.0000e-02 eta: 2 days, 0:28:29 time: 0.3127 data_time: 0.0187 memory: 9395 grad_norm: 4.2285 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2706 loss: 2.2706 2022/08/15 15:47:31 - mmengine - INFO - Epoch(train) [107][900/3757] lr: 1.0000e-02 eta: 2 days, 0:27:59 time: 0.3127 data_time: 0.0167 memory: 9395 grad_norm: 4.1537 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.8013 loss: 1.8013 2022/08/15 15:48:02 - mmengine - INFO - Epoch(train) [107][1000/3757] lr: 1.0000e-02 eta: 2 days, 0:27:28 time: 0.3131 data_time: 0.0174 memory: 9395 grad_norm: 4.2791 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0791 loss: 2.0791 2022/08/15 15:48:34 - mmengine - INFO - Epoch(train) [107][1100/3757] lr: 1.0000e-02 eta: 2 days, 0:26:58 time: 0.3153 data_time: 0.0172 memory: 9395 grad_norm: 4.2715 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9081 loss: 1.9081 2022/08/15 15:49:22 - mmengine - INFO - Epoch(train) [107][1200/3757] lr: 1.0000e-02 eta: 2 days, 0:26:51 time: 0.3126 data_time: 0.0170 memory: 9395 grad_norm: 4.2864 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0914 loss: 2.0914 2022/08/15 15:49:54 - mmengine - INFO - Epoch(train) [107][1300/3757] lr: 1.0000e-02 eta: 2 days, 0:26:21 time: 0.3127 data_time: 0.0172 memory: 9395 grad_norm: 4.2323 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1224 loss: 2.1224 2022/08/15 15:50:25 - mmengine - INFO - Epoch(train) [107][1400/3757] lr: 1.0000e-02 eta: 2 days, 0:25:51 time: 0.3150 data_time: 0.0169 memory: 9395 grad_norm: 4.1345 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1386 loss: 2.1386 2022/08/15 15:50:57 - mmengine - INFO - Epoch(train) [107][1500/3757] lr: 1.0000e-02 eta: 2 days, 0:25:20 time: 0.3137 data_time: 0.0179 memory: 9395 grad_norm: 4.1870 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3030 loss: 2.3030 2022/08/15 15:51:28 - mmengine - INFO - Epoch(train) [107][1600/3757] lr: 1.0000e-02 eta: 2 days, 0:24:50 time: 0.3151 data_time: 0.0174 memory: 9395 grad_norm: 4.1949 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3906 loss: 2.3906 2022/08/15 15:52:00 - mmengine - INFO - Epoch(train) [107][1700/3757] lr: 1.0000e-02 eta: 2 days, 0:24:20 time: 0.3143 data_time: 0.0170 memory: 9395 grad_norm: 4.2059 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1344 loss: 2.1344 2022/08/15 15:52:18 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 15:52:32 - mmengine - INFO - Epoch(train) [107][1800/3757] lr: 1.0000e-02 eta: 2 days, 0:23:50 time: 0.3134 data_time: 0.0167 memory: 9395 grad_norm: 4.2953 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1906 loss: 2.1906 2022/08/15 15:53:03 - mmengine - INFO - Epoch(train) [107][1900/3757] lr: 1.0000e-02 eta: 2 days, 0:23:19 time: 0.3130 data_time: 0.0175 memory: 9395 grad_norm: 4.2472 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1676 loss: 2.1676 2022/08/15 15:53:35 - mmengine - INFO - Epoch(train) [107][2000/3757] lr: 1.0000e-02 eta: 2 days, 0:22:49 time: 0.3132 data_time: 0.0171 memory: 9395 grad_norm: 4.2802 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1983 loss: 2.1983 2022/08/15 15:54:06 - mmengine - INFO - Epoch(train) [107][2100/3757] lr: 1.0000e-02 eta: 2 days, 0:22:18 time: 0.3134 data_time: 0.0178 memory: 9395 grad_norm: 4.3309 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4312 loss: 2.4312 2022/08/15 15:54:38 - mmengine - INFO - Epoch(train) [107][2200/3757] lr: 1.0000e-02 eta: 2 days, 0:21:48 time: 0.3126 data_time: 0.0166 memory: 9395 grad_norm: 4.0650 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.0491 loss: 2.0491 2022/08/15 15:55:09 - mmengine - INFO - Epoch(train) [107][2300/3757] lr: 1.0000e-02 eta: 2 days, 0:21:18 time: 0.3141 data_time: 0.0179 memory: 9395 grad_norm: 4.2506 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1260 loss: 2.1260 2022/08/15 15:55:41 - mmengine - INFO - Epoch(train) [107][2400/3757] lr: 1.0000e-02 eta: 2 days, 0:20:47 time: 0.3136 data_time: 0.0174 memory: 9395 grad_norm: 4.2017 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2331 loss: 2.2331 2022/08/15 15:56:12 - mmengine - INFO - Epoch(train) [107][2500/3757] lr: 1.0000e-02 eta: 2 days, 0:20:17 time: 0.3130 data_time: 0.0171 memory: 9395 grad_norm: 4.3257 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1767 loss: 2.1767 2022/08/15 15:56:44 - mmengine - INFO - Epoch(train) [107][2600/3757] lr: 1.0000e-02 eta: 2 days, 0:19:47 time: 0.3128 data_time: 0.0173 memory: 9395 grad_norm: 4.3524 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2981 loss: 2.2981 2022/08/15 15:57:15 - mmengine - INFO - Epoch(train) [107][2700/3757] lr: 1.0000e-02 eta: 2 days, 0:19:16 time: 0.3151 data_time: 0.0183 memory: 9395 grad_norm: 4.1862 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0765 loss: 2.0765 2022/08/15 15:57:34 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 15:57:47 - mmengine - INFO - Epoch(train) [107][2800/3757] lr: 1.0000e-02 eta: 2 days, 0:18:46 time: 0.3165 data_time: 0.0176 memory: 9395 grad_norm: 4.1512 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.1424 loss: 2.1424 2022/08/15 15:58:19 - mmengine - INFO - Epoch(train) [107][2900/3757] lr: 1.0000e-02 eta: 2 days, 0:18:16 time: 0.3135 data_time: 0.0174 memory: 9395 grad_norm: 4.1861 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0183 loss: 2.0183 2022/08/15 15:58:50 - mmengine - INFO - Epoch(train) [107][3000/3757] lr: 1.0000e-02 eta: 2 days, 0:17:45 time: 0.3120 data_time: 0.0170 memory: 9395 grad_norm: 4.2603 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2407 loss: 2.2407 2022/08/15 15:59:21 - mmengine - INFO - Epoch(train) [107][3100/3757] lr: 1.0000e-02 eta: 2 days, 0:17:15 time: 0.3111 data_time: 0.0168 memory: 9395 grad_norm: 4.1666 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.2778 loss: 2.2778 2022/08/15 15:59:53 - mmengine - INFO - Epoch(train) [107][3200/3757] lr: 1.0000e-02 eta: 2 days, 0:16:44 time: 0.3128 data_time: 0.0181 memory: 9395 grad_norm: 4.2558 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1442 loss: 2.1442 2022/08/15 16:00:24 - mmengine - INFO - Epoch(train) [107][3300/3757] lr: 1.0000e-02 eta: 2 days, 0:16:13 time: 0.3126 data_time: 0.0167 memory: 9395 grad_norm: 4.4602 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3607 loss: 2.3607 2022/08/15 16:00:56 - mmengine - INFO - Epoch(train) [107][3400/3757] lr: 1.0000e-02 eta: 2 days, 0:15:43 time: 0.3114 data_time: 0.0169 memory: 9395 grad_norm: 4.3748 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2962 loss: 2.2962 2022/08/15 16:01:27 - mmengine - INFO - Epoch(train) [107][3500/3757] lr: 1.0000e-02 eta: 2 days, 0:15:12 time: 0.3145 data_time: 0.0182 memory: 9395 grad_norm: 4.3551 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1156 loss: 2.1156 2022/08/15 16:01:58 - mmengine - INFO - Epoch(train) [107][3600/3757] lr: 1.0000e-02 eta: 2 days, 0:14:42 time: 0.3166 data_time: 0.0179 memory: 9395 grad_norm: 4.3283 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0242 loss: 2.0242 2022/08/15 16:02:30 - mmengine - INFO - Epoch(train) [107][3700/3757] lr: 1.0000e-02 eta: 2 days, 0:14:11 time: 0.3152 data_time: 0.0176 memory: 9395 grad_norm: 4.1959 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0697 loss: 2.0697 2022/08/15 16:02:48 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 16:02:48 - mmengine - INFO - Epoch(train) [107][3757/3757] lr: 1.0000e-02 eta: 2 days, 0:13:59 time: 0.3067 data_time: 0.0191 memory: 9395 grad_norm: 4.2783 top1_acc: 0.4286 top5_acc: 0.8571 loss_cls: 2.2274 loss: 2.2274 2022/08/15 16:02:50 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 16:03:21 - mmengine - INFO - Epoch(train) [108][100/3757] lr: 1.0000e-02 eta: 2 days, 0:13:18 time: 0.3126 data_time: 0.0177 memory: 9395 grad_norm: 4.1127 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3568 loss: 2.3568 2022/08/15 16:03:52 - mmengine - INFO - Epoch(train) [108][200/3757] lr: 1.0000e-02 eta: 2 days, 0:12:48 time: 0.3109 data_time: 0.0171 memory: 9395 grad_norm: 4.1392 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3526 loss: 2.3526 2022/08/15 16:04:24 - mmengine - INFO - Epoch(train) [108][300/3757] lr: 1.0000e-02 eta: 2 days, 0:12:17 time: 0.3113 data_time: 0.0168 memory: 9395 grad_norm: 4.3081 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2256 loss: 2.2256 2022/08/15 16:04:55 - mmengine - INFO - Epoch(train) [108][400/3757] lr: 1.0000e-02 eta: 2 days, 0:11:47 time: 0.3106 data_time: 0.0171 memory: 9395 grad_norm: 4.2027 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3432 loss: 2.3432 2022/08/15 16:05:27 - mmengine - INFO - Epoch(train) [108][500/3757] lr: 1.0000e-02 eta: 2 days, 0:11:16 time: 0.3113 data_time: 0.0177 memory: 9395 grad_norm: 4.1774 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2380 loss: 2.2380 2022/08/15 16:05:58 - mmengine - INFO - Epoch(train) [108][600/3757] lr: 1.0000e-02 eta: 2 days, 0:10:46 time: 0.3132 data_time: 0.0178 memory: 9395 grad_norm: 4.2829 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4039 loss: 2.4039 2022/08/15 16:06:29 - mmengine - INFO - Epoch(train) [108][700/3757] lr: 1.0000e-02 eta: 2 days, 0:10:15 time: 0.3119 data_time: 0.0178 memory: 9395 grad_norm: 4.3128 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0823 loss: 2.0823 2022/08/15 16:07:01 - mmengine - INFO - Epoch(train) [108][800/3757] lr: 1.0000e-02 eta: 2 days, 0:09:44 time: 0.3116 data_time: 0.0170 memory: 9395 grad_norm: 4.2393 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2043 loss: 2.2043 2022/08/15 16:07:32 - mmengine - INFO - Epoch(train) [108][900/3757] lr: 1.0000e-02 eta: 2 days, 0:09:14 time: 0.3125 data_time: 0.0174 memory: 9395 grad_norm: 4.3193 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0256 loss: 2.0256 2022/08/15 16:08:03 - mmengine - INFO - Epoch(train) [108][1000/3757] lr: 1.0000e-02 eta: 2 days, 0:08:43 time: 0.3113 data_time: 0.0165 memory: 9395 grad_norm: 4.2023 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1246 loss: 2.1246 2022/08/15 16:08:04 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 16:08:35 - mmengine - INFO - Epoch(train) [108][1100/3757] lr: 1.0000e-02 eta: 2 days, 0:08:12 time: 0.3102 data_time: 0.0169 memory: 9395 grad_norm: 4.0857 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2208 loss: 2.2208 2022/08/15 16:09:06 - mmengine - INFO - Epoch(train) [108][1200/3757] lr: 1.0000e-02 eta: 2 days, 0:07:42 time: 0.3172 data_time: 0.0177 memory: 9395 grad_norm: 4.1907 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2196 loss: 2.2196 2022/08/15 16:09:37 - mmengine - INFO - Epoch(train) [108][1300/3757] lr: 1.0000e-02 eta: 2 days, 0:07:11 time: 0.3119 data_time: 0.0171 memory: 9395 grad_norm: 4.2291 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0914 loss: 2.0914 2022/08/15 16:10:09 - mmengine - INFO - Epoch(train) [108][1400/3757] lr: 1.0000e-02 eta: 2 days, 0:06:41 time: 0.3175 data_time: 0.0181 memory: 9395 grad_norm: 4.1169 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2268 loss: 2.2268 2022/08/15 16:10:40 - mmengine - INFO - Epoch(train) [108][1500/3757] lr: 1.0000e-02 eta: 2 days, 0:06:10 time: 0.3119 data_time: 0.0170 memory: 9395 grad_norm: 4.1731 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5905 loss: 2.5905 2022/08/15 16:11:12 - mmengine - INFO - Epoch(train) [108][1600/3757] lr: 1.0000e-02 eta: 2 days, 0:05:39 time: 0.3130 data_time: 0.0172 memory: 9395 grad_norm: 4.2438 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0590 loss: 2.0590 2022/08/15 16:11:43 - mmengine - INFO - Epoch(train) [108][1700/3757] lr: 1.0000e-02 eta: 2 days, 0:05:09 time: 0.3123 data_time: 0.0173 memory: 9395 grad_norm: 4.2132 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1813 loss: 2.1813 2022/08/15 16:12:14 - mmengine - INFO - Epoch(train) [108][1800/3757] lr: 1.0000e-02 eta: 2 days, 0:04:38 time: 0.3115 data_time: 0.0172 memory: 9395 grad_norm: 4.3897 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0540 loss: 2.0540 2022/08/15 16:12:46 - mmengine - INFO - Epoch(train) [108][1900/3757] lr: 1.0000e-02 eta: 2 days, 0:04:08 time: 0.3115 data_time: 0.0177 memory: 9395 grad_norm: 4.1704 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.1120 loss: 2.1120 2022/08/15 16:13:17 - mmengine - INFO - Epoch(train) [108][2000/3757] lr: 1.0000e-02 eta: 2 days, 0:03:37 time: 0.3153 data_time: 0.0180 memory: 9395 grad_norm: 4.2898 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3897 loss: 2.3897 2022/08/15 16:13:18 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 16:13:49 - mmengine - INFO - Epoch(train) [108][2100/3757] lr: 1.0000e-02 eta: 2 days, 0:03:07 time: 0.3114 data_time: 0.0169 memory: 9395 grad_norm: 4.2948 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1850 loss: 2.1850 2022/08/15 16:14:20 - mmengine - INFO - Epoch(train) [108][2200/3757] lr: 1.0000e-02 eta: 2 days, 0:02:36 time: 0.3130 data_time: 0.0186 memory: 9395 grad_norm: 4.2401 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0206 loss: 2.0206 2022/08/15 16:15:18 - mmengine - INFO - Epoch(train) [108][2300/3757] lr: 1.0000e-02 eta: 2 days, 0:02:42 time: 1.6324 data_time: 0.0204 memory: 9395 grad_norm: 4.2801 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1824 loss: 2.1824 2022/08/15 16:15:50 - mmengine - INFO - Epoch(train) [108][2400/3757] lr: 1.0000e-02 eta: 2 days, 0:02:12 time: 0.3154 data_time: 0.0179 memory: 9395 grad_norm: 4.1115 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1870 loss: 2.1870 2022/08/15 16:16:21 - mmengine - INFO - Epoch(train) [108][2500/3757] lr: 1.0000e-02 eta: 2 days, 0:01:41 time: 0.3120 data_time: 0.0216 memory: 9395 grad_norm: 4.2733 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.1410 loss: 2.1410 2022/08/15 16:16:52 - mmengine - INFO - Epoch(train) [108][2600/3757] lr: 1.0000e-02 eta: 2 days, 0:01:11 time: 0.3137 data_time: 0.0180 memory: 9395 grad_norm: 4.1502 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0713 loss: 2.0713 2022/08/15 16:17:24 - mmengine - INFO - Epoch(train) [108][2700/3757] lr: 1.0000e-02 eta: 2 days, 0:00:40 time: 0.3138 data_time: 0.0169 memory: 9395 grad_norm: 4.2885 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1816 loss: 2.1816 2022/08/15 16:17:56 - mmengine - INFO - Epoch(train) [108][2800/3757] lr: 1.0000e-02 eta: 2 days, 0:00:11 time: 0.3104 data_time: 0.0169 memory: 9395 grad_norm: 4.1279 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0530 loss: 2.0530 2022/08/15 16:18:28 - mmengine - INFO - Epoch(train) [108][2900/3757] lr: 1.0000e-02 eta: 1 day, 23:59:40 time: 0.3135 data_time: 0.0192 memory: 9395 grad_norm: 4.1782 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1760 loss: 2.1760 2022/08/15 16:18:59 - mmengine - INFO - Epoch(train) [108][3000/3757] lr: 1.0000e-02 eta: 1 day, 23:59:09 time: 0.3124 data_time: 0.0173 memory: 9395 grad_norm: 4.1948 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8401 loss: 1.8401 2022/08/15 16:18:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 16:19:30 - mmengine - INFO - Epoch(train) [108][3100/3757] lr: 1.0000e-02 eta: 1 day, 23:58:39 time: 0.3124 data_time: 0.0183 memory: 9395 grad_norm: 4.3033 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1339 loss: 2.1339 2022/08/15 16:20:01 - mmengine - INFO - Epoch(train) [108][3200/3757] lr: 1.0000e-02 eta: 1 day, 23:58:08 time: 0.3121 data_time: 0.0178 memory: 9395 grad_norm: 4.2964 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2170 loss: 2.2170 2022/08/15 16:20:33 - mmengine - INFO - Epoch(train) [108][3300/3757] lr: 1.0000e-02 eta: 1 day, 23:57:37 time: 0.3132 data_time: 0.0181 memory: 9395 grad_norm: 4.3888 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5364 loss: 2.5364 2022/08/15 16:21:04 - mmengine - INFO - Epoch(train) [108][3400/3757] lr: 1.0000e-02 eta: 1 day, 23:57:07 time: 0.3115 data_time: 0.0170 memory: 9395 grad_norm: 4.2922 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0179 loss: 2.0179 2022/08/15 16:21:36 - mmengine - INFO - Epoch(train) [108][3500/3757] lr: 1.0000e-02 eta: 1 day, 23:56:36 time: 0.3121 data_time: 0.0188 memory: 9395 grad_norm: 4.3255 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9925 loss: 1.9925 2022/08/15 16:22:07 - mmengine - INFO - Epoch(train) [108][3600/3757] lr: 1.0000e-02 eta: 1 day, 23:56:06 time: 0.3123 data_time: 0.0190 memory: 9395 grad_norm: 4.3616 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2337 loss: 2.2337 2022/08/15 16:22:39 - mmengine - INFO - Epoch(train) [108][3700/3757] lr: 1.0000e-02 eta: 1 day, 23:55:35 time: 0.3111 data_time: 0.0172 memory: 9395 grad_norm: 4.2479 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0102 loss: 2.0102 2022/08/15 16:22:56 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 16:22:56 - mmengine - INFO - Epoch(train) [108][3757/3757] lr: 1.0000e-02 eta: 1 day, 23:55:23 time: 0.3075 data_time: 0.0180 memory: 9395 grad_norm: 4.2225 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 2.0236 loss: 2.0236 2022/08/15 16:22:56 - mmengine - INFO - Saving checkpoint at 108 epochs 2022/08/15 16:23:31 - mmengine - INFO - Epoch(train) [109][100/3757] lr: 1.0000e-02 eta: 1 day, 23:54:41 time: 0.3158 data_time: 0.0178 memory: 9395 grad_norm: 4.2489 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0144 loss: 2.0144 2022/08/15 16:24:03 - mmengine - INFO - Epoch(train) [109][200/3757] lr: 1.0000e-02 eta: 1 day, 23:54:10 time: 0.3136 data_time: 0.0179 memory: 9395 grad_norm: 4.3677 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1060 loss: 2.1060 2022/08/15 16:24:17 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 16:24:34 - mmengine - INFO - Epoch(train) [109][300/3757] lr: 1.0000e-02 eta: 1 day, 23:53:40 time: 0.3119 data_time: 0.0168 memory: 9395 grad_norm: 4.2572 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2772 loss: 2.2772 2022/08/15 16:25:05 - mmengine - INFO - Epoch(train) [109][400/3757] lr: 1.0000e-02 eta: 1 day, 23:53:09 time: 0.3120 data_time: 0.0175 memory: 9395 grad_norm: 4.1831 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9727 loss: 1.9727 2022/08/15 16:25:37 - mmengine - INFO - Epoch(train) [109][500/3757] lr: 1.0000e-02 eta: 1 day, 23:52:38 time: 0.3105 data_time: 0.0168 memory: 9395 grad_norm: 4.2259 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1457 loss: 2.1457 2022/08/15 16:26:08 - mmengine - INFO - Epoch(train) [109][600/3757] lr: 1.0000e-02 eta: 1 day, 23:52:08 time: 0.3118 data_time: 0.0169 memory: 9395 grad_norm: 4.2451 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1747 loss: 2.1747 2022/08/15 16:26:40 - mmengine - INFO - Epoch(train) [109][700/3757] lr: 1.0000e-02 eta: 1 day, 23:51:37 time: 0.3128 data_time: 0.0176 memory: 9395 grad_norm: 4.4262 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2616 loss: 2.2616 2022/08/15 16:27:11 - mmengine - INFO - Epoch(train) [109][800/3757] lr: 1.0000e-02 eta: 1 day, 23:51:07 time: 0.3128 data_time: 0.0178 memory: 9395 grad_norm: 4.3466 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0557 loss: 2.0557 2022/08/15 16:27:43 - mmengine - INFO - Epoch(train) [109][900/3757] lr: 1.0000e-02 eta: 1 day, 23:50:36 time: 0.3124 data_time: 0.0174 memory: 9395 grad_norm: 4.2962 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3098 loss: 2.3098 2022/08/15 16:28:14 - mmengine - INFO - Epoch(train) [109][1000/3757] lr: 1.0000e-02 eta: 1 day, 23:50:05 time: 0.3125 data_time: 0.0173 memory: 9395 grad_norm: 4.4501 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1606 loss: 2.1606 2022/08/15 16:28:45 - mmengine - INFO - Epoch(train) [109][1100/3757] lr: 1.0000e-02 eta: 1 day, 23:49:35 time: 0.3125 data_time: 0.0176 memory: 9395 grad_norm: 4.3271 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3413 loss: 2.3413 2022/08/15 16:29:17 - mmengine - INFO - Epoch(train) [109][1200/3757] lr: 1.0000e-02 eta: 1 day, 23:49:04 time: 0.3113 data_time: 0.0169 memory: 9395 grad_norm: 4.3730 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9787 loss: 1.9787 2022/08/15 16:29:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 16:29:48 - mmengine - INFO - Epoch(train) [109][1300/3757] lr: 1.0000e-02 eta: 1 day, 23:48:34 time: 0.3119 data_time: 0.0172 memory: 9395 grad_norm: 4.3525 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2454 loss: 2.2454 2022/08/15 16:30:19 - mmengine - INFO - Epoch(train) [109][1400/3757] lr: 1.0000e-02 eta: 1 day, 23:48:03 time: 0.3137 data_time: 0.0180 memory: 9395 grad_norm: 4.4093 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1782 loss: 2.1782 2022/08/15 16:30:51 - mmengine - INFO - Epoch(train) [109][1500/3757] lr: 1.0000e-02 eta: 1 day, 23:47:32 time: 0.3115 data_time: 0.0167 memory: 9395 grad_norm: 4.3593 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2631 loss: 2.2631 2022/08/15 16:31:22 - mmengine - INFO - Epoch(train) [109][1600/3757] lr: 1.0000e-02 eta: 1 day, 23:47:02 time: 0.3147 data_time: 0.0189 memory: 9395 grad_norm: 4.3673 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0991 loss: 2.0991 2022/08/15 16:31:54 - mmengine - INFO - Epoch(train) [109][1700/3757] lr: 1.0000e-02 eta: 1 day, 23:46:31 time: 0.3121 data_time: 0.0174 memory: 9395 grad_norm: 4.4546 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1577 loss: 2.1577 2022/08/15 16:32:25 - mmengine - INFO - Epoch(train) [109][1800/3757] lr: 1.0000e-02 eta: 1 day, 23:46:01 time: 0.3119 data_time: 0.0168 memory: 9395 grad_norm: 4.2833 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1380 loss: 2.1380 2022/08/15 16:32:57 - mmengine - INFO - Epoch(train) [109][1900/3757] lr: 1.0000e-02 eta: 1 day, 23:45:30 time: 0.3121 data_time: 0.0162 memory: 9395 grad_norm: 4.3609 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.0154 loss: 2.0154 2022/08/15 16:33:28 - mmengine - INFO - Epoch(train) [109][2000/3757] lr: 1.0000e-02 eta: 1 day, 23:45:00 time: 0.3117 data_time: 0.0175 memory: 9395 grad_norm: 4.4427 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0591 loss: 2.0591 2022/08/15 16:33:59 - mmengine - INFO - Epoch(train) [109][2100/3757] lr: 1.0000e-02 eta: 1 day, 23:44:29 time: 0.3131 data_time: 0.0174 memory: 9395 grad_norm: 4.3741 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1164 loss: 2.1164 2022/08/15 16:34:31 - mmengine - INFO - Epoch(train) [109][2200/3757] lr: 1.0000e-02 eta: 1 day, 23:43:58 time: 0.3154 data_time: 0.0188 memory: 9395 grad_norm: 4.4849 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9465 loss: 1.9465 2022/08/15 16:34:44 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 16:35:02 - mmengine - INFO - Epoch(train) [109][2300/3757] lr: 1.0000e-02 eta: 1 day, 23:43:28 time: 0.3128 data_time: 0.0175 memory: 9395 grad_norm: 4.3109 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0868 loss: 2.0868 2022/08/15 16:35:33 - mmengine - INFO - Epoch(train) [109][2400/3757] lr: 1.0000e-02 eta: 1 day, 23:42:57 time: 0.3137 data_time: 0.0166 memory: 9395 grad_norm: 4.3473 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9561 loss: 1.9561 2022/08/15 16:36:05 - mmengine - INFO - Epoch(train) [109][2500/3757] lr: 1.0000e-02 eta: 1 day, 23:42:26 time: 0.3118 data_time: 0.0170 memory: 9395 grad_norm: 4.2851 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2139 loss: 2.2139 2022/08/15 16:36:36 - mmengine - INFO - Epoch(train) [109][2600/3757] lr: 1.0000e-02 eta: 1 day, 23:41:56 time: 0.3131 data_time: 0.0171 memory: 9395 grad_norm: 4.1968 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0938 loss: 2.0938 2022/08/15 16:37:08 - mmengine - INFO - Epoch(train) [109][2700/3757] lr: 1.0000e-02 eta: 1 day, 23:41:25 time: 0.3117 data_time: 0.0164 memory: 9395 grad_norm: 4.4274 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.5928 loss: 2.5928 2022/08/15 16:37:39 - mmengine - INFO - Epoch(train) [109][2800/3757] lr: 1.0000e-02 eta: 1 day, 23:40:55 time: 0.3119 data_time: 0.0172 memory: 9395 grad_norm: 4.3832 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3301 loss: 2.3301 2022/08/15 16:38:11 - mmengine - INFO - Epoch(train) [109][2900/3757] lr: 1.0000e-02 eta: 1 day, 23:40:24 time: 0.3147 data_time: 0.0189 memory: 9395 grad_norm: 4.3394 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3711 loss: 2.3711 2022/08/15 16:38:42 - mmengine - INFO - Epoch(train) [109][3000/3757] lr: 1.0000e-02 eta: 1 day, 23:39:54 time: 0.3122 data_time: 0.0164 memory: 9395 grad_norm: 4.4269 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2401 loss: 2.2401 2022/08/15 16:39:13 - mmengine - INFO - Epoch(train) [109][3100/3757] lr: 1.0000e-02 eta: 1 day, 23:39:23 time: 0.3130 data_time: 0.0179 memory: 9395 grad_norm: 4.5268 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4993 loss: 2.4993 2022/08/15 16:39:45 - mmengine - INFO - Epoch(train) [109][3200/3757] lr: 1.0000e-02 eta: 1 day, 23:38:53 time: 0.3123 data_time: 0.0184 memory: 9395 grad_norm: 4.2516 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.9502 loss: 1.9502 2022/08/15 16:39:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 16:40:17 - mmengine - INFO - Epoch(train) [109][3300/3757] lr: 1.0000e-02 eta: 1 day, 23:38:22 time: 0.3111 data_time: 0.0166 memory: 9395 grad_norm: 4.4890 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1804 loss: 2.1804 2022/08/15 16:40:48 - mmengine - INFO - Epoch(train) [109][3400/3757] lr: 1.0000e-02 eta: 1 day, 23:37:52 time: 0.3128 data_time: 0.0164 memory: 9395 grad_norm: 4.0956 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2598 loss: 2.2598 2022/08/15 16:41:20 - mmengine - INFO - Epoch(train) [109][3500/3757] lr: 1.0000e-02 eta: 1 day, 23:37:21 time: 0.3216 data_time: 0.0169 memory: 9395 grad_norm: 4.3117 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1410 loss: 2.1410 2022/08/15 16:41:51 - mmengine - INFO - Epoch(train) [109][3600/3757] lr: 1.0000e-02 eta: 1 day, 23:36:51 time: 0.3131 data_time: 0.0174 memory: 9395 grad_norm: 4.4838 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1645 loss: 2.1645 2022/08/15 16:42:22 - mmengine - INFO - Epoch(train) [109][3700/3757] lr: 1.0000e-02 eta: 1 day, 23:36:20 time: 0.3119 data_time: 0.0174 memory: 9395 grad_norm: 4.4277 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2000 loss: 2.2000 2022/08/15 16:42:40 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 16:42:40 - mmengine - INFO - Epoch(train) [109][3757/3757] lr: 1.0000e-02 eta: 1 day, 23:36:08 time: 0.3060 data_time: 0.0179 memory: 9395 grad_norm: 4.3662 top1_acc: 0.1429 top5_acc: 0.5714 loss_cls: 2.0875 loss: 2.0875 2022/08/15 16:43:14 - mmengine - INFO - Epoch(train) [110][100/3757] lr: 1.0000e-02 eta: 1 day, 23:35:28 time: 0.3178 data_time: 0.0182 memory: 9395 grad_norm: 4.3022 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.1041 loss: 2.1041 2022/08/15 16:43:46 - mmengine - INFO - Epoch(train) [110][200/3757] lr: 1.0000e-02 eta: 1 day, 23:34:58 time: 0.3149 data_time: 0.0173 memory: 9395 grad_norm: 4.4632 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.6032 loss: 2.6032 2022/08/15 16:44:17 - mmengine - INFO - Epoch(train) [110][300/3757] lr: 1.0000e-02 eta: 1 day, 23:34:27 time: 0.3124 data_time: 0.0170 memory: 9395 grad_norm: 4.5578 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0663 loss: 2.0663 2022/08/15 16:44:48 - mmengine - INFO - Epoch(train) [110][400/3757] lr: 1.0000e-02 eta: 1 day, 23:33:57 time: 0.3089 data_time: 0.0161 memory: 9395 grad_norm: 4.3631 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1693 loss: 2.1693 2022/08/15 16:45:16 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 16:45:20 - mmengine - INFO - Epoch(train) [110][500/3757] lr: 1.0000e-02 eta: 1 day, 23:33:26 time: 0.3158 data_time: 0.0166 memory: 9395 grad_norm: 4.5333 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5853 loss: 2.5853 2022/08/15 16:45:51 - mmengine - INFO - Epoch(train) [110][600/3757] lr: 1.0000e-02 eta: 1 day, 23:32:55 time: 0.3127 data_time: 0.0183 memory: 9395 grad_norm: 4.4919 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0763 loss: 2.0763 2022/08/15 16:46:23 - mmengine - INFO - Epoch(train) [110][700/3757] lr: 1.0000e-02 eta: 1 day, 23:32:25 time: 0.3127 data_time: 0.0169 memory: 9395 grad_norm: 4.4430 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2022 loss: 2.2022 2022/08/15 16:46:54 - mmengine - INFO - Epoch(train) [110][800/3757] lr: 1.0000e-02 eta: 1 day, 23:31:54 time: 0.3144 data_time: 0.0182 memory: 9395 grad_norm: 4.3301 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0614 loss: 2.0614 2022/08/15 16:47:26 - mmengine - INFO - Epoch(train) [110][900/3757] lr: 1.0000e-02 eta: 1 day, 23:31:24 time: 0.3105 data_time: 0.0168 memory: 9395 grad_norm: 4.3506 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9343 loss: 1.9343 2022/08/15 16:47:57 - mmengine - INFO - Epoch(train) [110][1000/3757] lr: 1.0000e-02 eta: 1 day, 23:30:53 time: 0.3108 data_time: 0.0166 memory: 9395 grad_norm: 4.3666 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2280 loss: 2.2280 2022/08/15 16:48:29 - mmengine - INFO - Epoch(train) [110][1100/3757] lr: 1.0000e-02 eta: 1 day, 23:30:23 time: 0.3129 data_time: 0.0170 memory: 9395 grad_norm: 4.4938 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0854 loss: 2.0854 2022/08/15 16:49:00 - mmengine - INFO - Epoch(train) [110][1200/3757] lr: 1.0000e-02 eta: 1 day, 23:29:52 time: 0.3117 data_time: 0.0165 memory: 9395 grad_norm: 4.5218 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3482 loss: 2.3482 2022/08/15 16:49:31 - mmengine - INFO - Epoch(train) [110][1300/3757] lr: 1.0000e-02 eta: 1 day, 23:29:22 time: 0.3170 data_time: 0.0181 memory: 9395 grad_norm: 4.5102 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0706 loss: 2.0706 2022/08/15 16:50:03 - mmengine - INFO - Epoch(train) [110][1400/3757] lr: 1.0000e-02 eta: 1 day, 23:28:51 time: 0.3112 data_time: 0.0172 memory: 9395 grad_norm: 4.3594 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1743 loss: 2.1743 2022/08/15 16:50:30 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 16:50:34 - mmengine - INFO - Epoch(train) [110][1500/3757] lr: 1.0000e-02 eta: 1 day, 23:28:20 time: 0.3196 data_time: 0.0187 memory: 9395 grad_norm: 4.3733 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2684 loss: 2.2684 2022/08/15 16:51:06 - mmengine - INFO - Epoch(train) [110][1600/3757] lr: 1.0000e-02 eta: 1 day, 23:27:50 time: 0.3123 data_time: 0.0169 memory: 9395 grad_norm: 4.3295 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9768 loss: 1.9768 2022/08/15 16:51:37 - mmengine - INFO - Epoch(train) [110][1700/3757] lr: 1.0000e-02 eta: 1 day, 23:27:19 time: 0.3110 data_time: 0.0165 memory: 9395 grad_norm: 4.4727 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3353 loss: 2.3353 2022/08/15 16:52:09 - mmengine - INFO - Epoch(train) [110][1800/3757] lr: 1.0000e-02 eta: 1 day, 23:26:49 time: 0.3112 data_time: 0.0167 memory: 9395 grad_norm: 4.4326 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2261 loss: 2.2261 2022/08/15 16:52:40 - mmengine - INFO - Epoch(train) [110][1900/3757] lr: 1.0000e-02 eta: 1 day, 23:26:18 time: 0.3126 data_time: 0.0175 memory: 9395 grad_norm: 4.3689 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1298 loss: 2.1298 2022/08/15 16:53:11 - mmengine - INFO - Epoch(train) [110][2000/3757] lr: 1.0000e-02 eta: 1 day, 23:25:47 time: 0.3131 data_time: 0.0194 memory: 9395 grad_norm: 4.4451 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2200 loss: 2.2200 2022/08/15 16:53:43 - mmengine - INFO - Epoch(train) [110][2100/3757] lr: 1.0000e-02 eta: 1 day, 23:25:17 time: 0.3116 data_time: 0.0174 memory: 9395 grad_norm: 4.3336 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1027 loss: 2.1027 2022/08/15 16:54:14 - mmengine - INFO - Epoch(train) [110][2200/3757] lr: 1.0000e-02 eta: 1 day, 23:24:46 time: 0.3149 data_time: 0.0163 memory: 9395 grad_norm: 4.5717 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1174 loss: 2.1174 2022/08/15 16:54:46 - mmengine - INFO - Epoch(train) [110][2300/3757] lr: 1.0000e-02 eta: 1 day, 23:24:16 time: 0.3117 data_time: 0.0179 memory: 9395 grad_norm: 4.4504 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0139 loss: 2.0139 2022/08/15 16:55:19 - mmengine - INFO - Epoch(train) [110][2400/3757] lr: 1.0000e-02 eta: 1 day, 23:23:48 time: 0.3116 data_time: 0.0162 memory: 9395 grad_norm: 4.4225 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0279 loss: 2.0279 2022/08/15 16:55:46 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 16:55:51 - mmengine - INFO - Epoch(train) [110][2500/3757] lr: 1.0000e-02 eta: 1 day, 23:23:17 time: 0.3130 data_time: 0.0170 memory: 9395 grad_norm: 4.3586 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9796 loss: 1.9796 2022/08/15 16:56:22 - mmengine - INFO - Epoch(train) [110][2600/3757] lr: 1.0000e-02 eta: 1 day, 23:22:47 time: 0.3127 data_time: 0.0168 memory: 9395 grad_norm: 4.3200 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0241 loss: 2.0241 2022/08/15 16:56:53 - mmengine - INFO - Epoch(train) [110][2700/3757] lr: 1.0000e-02 eta: 1 day, 23:22:16 time: 0.3123 data_time: 0.0179 memory: 9395 grad_norm: 4.3968 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1083 loss: 2.1083 2022/08/15 16:57:25 - mmengine - INFO - Epoch(train) [110][2800/3757] lr: 1.0000e-02 eta: 1 day, 23:21:45 time: 0.3131 data_time: 0.0179 memory: 9395 grad_norm: 4.5443 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2533 loss: 2.2533 2022/08/15 16:57:56 - mmengine - INFO - Epoch(train) [110][2900/3757] lr: 1.0000e-02 eta: 1 day, 23:21:15 time: 0.3159 data_time: 0.0190 memory: 9395 grad_norm: 4.3344 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9066 loss: 1.9066 2022/08/15 16:58:27 - mmengine - INFO - Epoch(train) [110][3000/3757] lr: 1.0000e-02 eta: 1 day, 23:20:44 time: 0.3115 data_time: 0.0166 memory: 9395 grad_norm: 4.3789 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1120 loss: 2.1120 2022/08/15 16:58:59 - mmengine - INFO - Epoch(train) [110][3100/3757] lr: 1.0000e-02 eta: 1 day, 23:20:13 time: 0.3119 data_time: 0.0170 memory: 9395 grad_norm: 4.3874 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3990 loss: 2.3990 2022/08/15 16:59:30 - mmengine - INFO - Epoch(train) [110][3200/3757] lr: 1.0000e-02 eta: 1 day, 23:19:43 time: 0.3123 data_time: 0.0173 memory: 9395 grad_norm: 4.4104 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1930 loss: 2.1930 2022/08/15 17:00:02 - mmengine - INFO - Epoch(train) [110][3300/3757] lr: 1.0000e-02 eta: 1 day, 23:19:12 time: 0.3149 data_time: 0.0178 memory: 9395 grad_norm: 4.3121 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2122 loss: 2.2122 2022/08/15 17:00:33 - mmengine - INFO - Epoch(train) [110][3400/3757] lr: 1.0000e-02 eta: 1 day, 23:18:41 time: 0.3118 data_time: 0.0171 memory: 9395 grad_norm: 4.4077 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9193 loss: 1.9193 2022/08/15 17:01:00 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 17:01:04 - mmengine - INFO - Epoch(train) [110][3500/3757] lr: 1.0000e-02 eta: 1 day, 23:18:11 time: 0.3153 data_time: 0.0176 memory: 9395 grad_norm: 4.4191 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2488 loss: 2.2488 2022/08/15 17:01:36 - mmengine - INFO - Epoch(train) [110][3600/3757] lr: 1.0000e-02 eta: 1 day, 23:17:40 time: 0.3130 data_time: 0.0172 memory: 9395 grad_norm: 4.5014 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0186 loss: 2.0186 2022/08/15 17:02:07 - mmengine - INFO - Epoch(train) [110][3700/3757] lr: 1.0000e-02 eta: 1 day, 23:17:10 time: 0.3123 data_time: 0.0172 memory: 9395 grad_norm: 4.4020 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9744 loss: 1.9744 2022/08/15 17:02:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 17:02:25 - mmengine - INFO - Epoch(train) [110][3757/3757] lr: 1.0000e-02 eta: 1 day, 23:16:58 time: 0.3070 data_time: 0.0177 memory: 9395 grad_norm: 4.5545 top1_acc: 0.4286 top5_acc: 0.5714 loss_cls: 2.3545 loss: 2.3545 2022/08/15 17:02:43 - mmengine - INFO - Epoch(val) [110][100/310] eta: 0:00:35 time: 0.1712 data_time: 0.0722 memory: 1523 2022/08/15 17:03:01 - mmengine - INFO - Epoch(val) [110][200/310] eta: 0:00:16 time: 0.1532 data_time: 0.0531 memory: 1523 2022/08/15 17:03:17 - mmengine - INFO - Epoch(val) [110][300/310] eta: 0:00:01 time: 0.1653 data_time: 0.0660 memory: 1523 2022/08/15 17:03:21 - mmengine - INFO - Epoch(val) [110][310/310] acc/top1: 0.5723 acc/top5: 0.8185 acc/mean1: 0.5723 2022/08/15 17:03:54 - mmengine - INFO - Epoch(train) [111][100/3757] lr: 1.0000e-02 eta: 1 day, 23:16:17 time: 0.3126 data_time: 0.0185 memory: 9395 grad_norm: 4.5285 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9828 loss: 1.9828 2022/08/15 17:04:26 - mmengine - INFO - Epoch(train) [111][200/3757] lr: 1.0000e-02 eta: 1 day, 23:15:46 time: 0.3136 data_time: 0.0172 memory: 9395 grad_norm: 4.4457 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4930 loss: 2.4930 2022/08/15 17:04:57 - mmengine - INFO - Epoch(train) [111][300/3757] lr: 1.0000e-02 eta: 1 day, 23:15:15 time: 0.3128 data_time: 0.0178 memory: 9395 grad_norm: 4.4969 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3558 loss: 2.3558 2022/08/15 17:05:28 - mmengine - INFO - Epoch(train) [111][400/3757] lr: 1.0000e-02 eta: 1 day, 23:14:45 time: 0.3122 data_time: 0.0164 memory: 9395 grad_norm: 4.2855 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3242 loss: 2.3242 2022/08/15 17:06:00 - mmengine - INFO - Epoch(train) [111][500/3757] lr: 1.0000e-02 eta: 1 day, 23:14:14 time: 0.3123 data_time: 0.0175 memory: 9395 grad_norm: 4.5120 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9484 loss: 1.9484 2022/08/15 17:06:31 - mmengine - INFO - Epoch(train) [111][600/3757] lr: 1.0000e-02 eta: 1 day, 23:13:44 time: 0.3122 data_time: 0.0176 memory: 9395 grad_norm: 4.4482 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2199 loss: 2.2199 2022/08/15 17:07:03 - mmengine - INFO - Epoch(train) [111][700/3757] lr: 1.0000e-02 eta: 1 day, 23:13:13 time: 0.3113 data_time: 0.0172 memory: 9395 grad_norm: 4.5081 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0895 loss: 2.0895 2022/08/15 17:07:12 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 17:07:34 - mmengine - INFO - Epoch(train) [111][800/3757] lr: 1.0000e-02 eta: 1 day, 23:12:42 time: 0.3132 data_time: 0.0180 memory: 9395 grad_norm: 4.4844 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0630 loss: 2.0630 2022/08/15 17:08:05 - mmengine - INFO - Epoch(train) [111][900/3757] lr: 1.0000e-02 eta: 1 day, 23:12:12 time: 0.3111 data_time: 0.0168 memory: 9395 grad_norm: 4.4516 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1513 loss: 2.1513 2022/08/15 17:08:37 - mmengine - INFO - Epoch(train) [111][1000/3757] lr: 1.0000e-02 eta: 1 day, 23:11:41 time: 0.3161 data_time: 0.0182 memory: 9395 grad_norm: 4.3813 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1942 loss: 2.1942 2022/08/15 17:09:08 - mmengine - INFO - Epoch(train) [111][1100/3757] lr: 1.0000e-02 eta: 1 day, 23:11:11 time: 0.3122 data_time: 0.0166 memory: 9395 grad_norm: 4.3838 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3599 loss: 2.3599 2022/08/15 17:09:40 - mmengine - INFO - Epoch(train) [111][1200/3757] lr: 1.0000e-02 eta: 1 day, 23:10:40 time: 0.3120 data_time: 0.0170 memory: 9395 grad_norm: 4.5242 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3687 loss: 2.3687 2022/08/15 17:10:11 - mmengine - INFO - Epoch(train) [111][1300/3757] lr: 1.0000e-02 eta: 1 day, 23:10:09 time: 0.3108 data_time: 0.0168 memory: 9395 grad_norm: 4.4370 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7677 loss: 1.7677 2022/08/15 17:10:43 - mmengine - INFO - Epoch(train) [111][1400/3757] lr: 1.0000e-02 eta: 1 day, 23:09:39 time: 0.3171 data_time: 0.0178 memory: 9395 grad_norm: 4.4575 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4305 loss: 2.4305 2022/08/15 17:11:14 - mmengine - INFO - Epoch(train) [111][1500/3757] lr: 1.0000e-02 eta: 1 day, 23:09:08 time: 0.3128 data_time: 0.0191 memory: 9395 grad_norm: 4.5702 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0099 loss: 2.0099 2022/08/15 17:11:45 - mmengine - INFO - Epoch(train) [111][1600/3757] lr: 1.0000e-02 eta: 1 day, 23:08:37 time: 0.3161 data_time: 0.0176 memory: 9395 grad_norm: 4.4382 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1316 loss: 2.1316 2022/08/15 17:12:17 - mmengine - INFO - Epoch(train) [111][1700/3757] lr: 1.0000e-02 eta: 1 day, 23:08:07 time: 0.3183 data_time: 0.0169 memory: 9395 grad_norm: 4.4440 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1946 loss: 2.1946 2022/08/15 17:12:26 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 17:12:48 - mmengine - INFO - Epoch(train) [111][1800/3757] lr: 1.0000e-02 eta: 1 day, 23:07:36 time: 0.3125 data_time: 0.0172 memory: 9395 grad_norm: 4.4910 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4225 loss: 2.4225 2022/08/15 17:13:20 - mmengine - INFO - Epoch(train) [111][1900/3757] lr: 1.0000e-02 eta: 1 day, 23:07:06 time: 0.3111 data_time: 0.0175 memory: 9395 grad_norm: 4.4935 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1098 loss: 2.1098 2022/08/15 17:13:51 - mmengine - INFO - Epoch(train) [111][2000/3757] lr: 1.0000e-02 eta: 1 day, 23:06:35 time: 0.3119 data_time: 0.0168 memory: 9395 grad_norm: 4.4363 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1871 loss: 2.1871 2022/08/15 17:14:23 - mmengine - INFO - Epoch(train) [111][2100/3757] lr: 1.0000e-02 eta: 1 day, 23:06:05 time: 0.3120 data_time: 0.0184 memory: 9395 grad_norm: 4.5456 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2537 loss: 2.2537 2022/08/15 17:14:54 - mmengine - INFO - Epoch(train) [111][2200/3757] lr: 1.0000e-02 eta: 1 day, 23:05:34 time: 0.3123 data_time: 0.0171 memory: 9395 grad_norm: 4.3905 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2265 loss: 2.2265 2022/08/15 17:15:26 - mmengine - INFO - Epoch(train) [111][2300/3757] lr: 1.0000e-02 eta: 1 day, 23:05:03 time: 0.3153 data_time: 0.0178 memory: 9395 grad_norm: 4.3461 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2659 loss: 2.2659 2022/08/15 17:15:57 - mmengine - INFO - Epoch(train) [111][2400/3757] lr: 1.0000e-02 eta: 1 day, 23:04:33 time: 0.3117 data_time: 0.0172 memory: 9395 grad_norm: 4.5265 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.2576 loss: 2.2576 2022/08/15 17:16:28 - mmengine - INFO - Epoch(train) [111][2500/3757] lr: 1.0000e-02 eta: 1 day, 23:04:02 time: 0.3123 data_time: 0.0186 memory: 9395 grad_norm: 4.6058 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2970 loss: 2.2970 2022/08/15 17:17:00 - mmengine - INFO - Epoch(train) [111][2600/3757] lr: 1.0000e-02 eta: 1 day, 23:03:32 time: 0.3128 data_time: 0.0164 memory: 9395 grad_norm: 4.4181 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9098 loss: 1.9098 2022/08/15 17:17:31 - mmengine - INFO - Epoch(train) [111][2700/3757] lr: 1.0000e-02 eta: 1 day, 23:03:01 time: 0.3109 data_time: 0.0168 memory: 9395 grad_norm: 4.4626 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7959 loss: 1.7959 2022/08/15 17:17:40 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 17:18:02 - mmengine - INFO - Epoch(train) [111][2800/3757] lr: 1.0000e-02 eta: 1 day, 23:02:30 time: 0.3160 data_time: 0.0170 memory: 9395 grad_norm: 4.5669 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4525 loss: 2.4525 2022/08/15 17:18:34 - mmengine - INFO - Epoch(train) [111][2900/3757] lr: 1.0000e-02 eta: 1 day, 23:02:00 time: 0.3125 data_time: 0.0169 memory: 9395 grad_norm: 4.3534 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2772 loss: 2.2772 2022/08/15 17:19:05 - mmengine - INFO - Epoch(train) [111][3000/3757] lr: 1.0000e-02 eta: 1 day, 23:01:29 time: 0.3120 data_time: 0.0177 memory: 9395 grad_norm: 4.4380 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1287 loss: 2.1287 2022/08/15 17:19:37 - mmengine - INFO - Epoch(train) [111][3100/3757] lr: 1.0000e-02 eta: 1 day, 23:00:58 time: 0.3118 data_time: 0.0172 memory: 9395 grad_norm: 4.4888 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3428 loss: 2.3428 2022/08/15 17:20:08 - mmengine - INFO - Epoch(train) [111][3200/3757] lr: 1.0000e-02 eta: 1 day, 23:00:28 time: 0.3147 data_time: 0.0196 memory: 9395 grad_norm: 4.3985 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8848 loss: 1.8848 2022/08/15 17:20:39 - mmengine - INFO - Epoch(train) [111][3300/3757] lr: 1.0000e-02 eta: 1 day, 22:59:57 time: 0.3118 data_time: 0.0164 memory: 9395 grad_norm: 4.4777 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3534 loss: 2.3534 2022/08/15 17:21:11 - mmengine - INFO - Epoch(train) [111][3400/3757] lr: 1.0000e-02 eta: 1 day, 22:59:26 time: 0.3109 data_time: 0.0166 memory: 9395 grad_norm: 4.4605 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2589 loss: 2.2589 2022/08/15 17:21:42 - mmengine - INFO - Epoch(train) [111][3500/3757] lr: 1.0000e-02 eta: 1 day, 22:58:56 time: 0.3117 data_time: 0.0174 memory: 9395 grad_norm: 4.3953 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1790 loss: 2.1790 2022/08/15 17:22:13 - mmengine - INFO - Epoch(train) [111][3600/3757] lr: 1.0000e-02 eta: 1 day, 22:58:25 time: 0.3122 data_time: 0.0165 memory: 9395 grad_norm: 4.3717 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.5266 loss: 2.5266 2022/08/15 17:22:45 - mmengine - INFO - Epoch(train) [111][3700/3757] lr: 1.0000e-02 eta: 1 day, 22:57:54 time: 0.3190 data_time: 0.0180 memory: 9395 grad_norm: 4.5159 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9220 loss: 1.9220 2022/08/15 17:22:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 17:23:03 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 17:23:03 - mmengine - INFO - Epoch(train) [111][3757/3757] lr: 1.0000e-02 eta: 1 day, 22:57:42 time: 0.3071 data_time: 0.0165 memory: 9395 grad_norm: 4.3878 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 2.2165 loss: 2.2165 2022/08/15 17:23:36 - mmengine - INFO - Epoch(train) [112][100/3757] lr: 1.0000e-02 eta: 1 day, 22:57:02 time: 0.3120 data_time: 0.0171 memory: 9395 grad_norm: 4.4766 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0175 loss: 2.0175 2022/08/15 17:24:08 - mmengine - INFO - Epoch(train) [112][200/3757] lr: 1.0000e-02 eta: 1 day, 22:56:31 time: 0.3112 data_time: 0.0184 memory: 9395 grad_norm: 4.4009 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.9530 loss: 1.9530 2022/08/15 17:24:39 - mmengine - INFO - Epoch(train) [112][300/3757] lr: 1.0000e-02 eta: 1 day, 22:56:01 time: 0.3120 data_time: 0.0173 memory: 9395 grad_norm: 4.6664 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 1.9276 loss: 1.9276 2022/08/15 17:25:11 - mmengine - INFO - Epoch(train) [112][400/3757] lr: 1.0000e-02 eta: 1 day, 22:55:30 time: 0.3115 data_time: 0.0170 memory: 9395 grad_norm: 4.4659 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2156 loss: 2.2156 2022/08/15 17:25:42 - mmengine - INFO - Epoch(train) [112][500/3757] lr: 1.0000e-02 eta: 1 day, 22:54:59 time: 0.3120 data_time: 0.0165 memory: 9395 grad_norm: 4.5334 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.4199 loss: 2.4199 2022/08/15 17:26:13 - mmengine - INFO - Epoch(train) [112][600/3757] lr: 1.0000e-02 eta: 1 day, 22:54:29 time: 0.3156 data_time: 0.0181 memory: 9395 grad_norm: 4.5039 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.4492 loss: 2.4492 2022/08/15 17:26:45 - mmengine - INFO - Epoch(train) [112][700/3757] lr: 1.0000e-02 eta: 1 day, 22:53:58 time: 0.3115 data_time: 0.0166 memory: 9395 grad_norm: 4.6804 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8621 loss: 1.8621 2022/08/15 17:27:16 - mmengine - INFO - Epoch(train) [112][800/3757] lr: 1.0000e-02 eta: 1 day, 22:53:28 time: 0.3113 data_time: 0.0186 memory: 9395 grad_norm: 4.6371 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3381 loss: 2.3381 2022/08/15 17:27:48 - mmengine - INFO - Epoch(train) [112][900/3757] lr: 1.0000e-02 eta: 1 day, 22:52:57 time: 0.3112 data_time: 0.0169 memory: 9395 grad_norm: 4.5344 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0037 loss: 2.0037 2022/08/15 17:28:10 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 17:28:19 - mmengine - INFO - Epoch(train) [112][1000/3757] lr: 1.0000e-02 eta: 1 day, 22:52:26 time: 0.3129 data_time: 0.0176 memory: 9395 grad_norm: 4.5848 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9784 loss: 1.9784 2022/08/15 17:28:50 - mmengine - INFO - Epoch(train) [112][1100/3757] lr: 1.0000e-02 eta: 1 day, 22:51:56 time: 0.3123 data_time: 0.0167 memory: 9395 grad_norm: 4.7087 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1929 loss: 2.1929 2022/08/15 17:29:22 - mmengine - INFO - Epoch(train) [112][1200/3757] lr: 1.0000e-02 eta: 1 day, 22:51:25 time: 0.3125 data_time: 0.0173 memory: 9395 grad_norm: 4.4938 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2174 loss: 2.2174 2022/08/15 17:29:53 - mmengine - INFO - Epoch(train) [112][1300/3757] lr: 1.0000e-02 eta: 1 day, 22:50:54 time: 0.3117 data_time: 0.0169 memory: 9395 grad_norm: 4.6512 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3202 loss: 2.3202 2022/08/15 17:30:25 - mmengine - INFO - Epoch(train) [112][1400/3757] lr: 1.0000e-02 eta: 1 day, 22:50:24 time: 0.3118 data_time: 0.0170 memory: 9395 grad_norm: 4.5139 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9801 loss: 1.9801 2022/08/15 17:30:56 - mmengine - INFO - Epoch(train) [112][1500/3757] lr: 1.0000e-02 eta: 1 day, 22:49:53 time: 0.3136 data_time: 0.0180 memory: 9395 grad_norm: 4.6094 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.2120 loss: 2.2120 2022/08/15 17:31:27 - mmengine - INFO - Epoch(train) [112][1600/3757] lr: 1.0000e-02 eta: 1 day, 22:49:22 time: 0.3117 data_time: 0.0180 memory: 9395 grad_norm: 4.4696 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0679 loss: 2.0679 2022/08/15 17:31:59 - mmengine - INFO - Epoch(train) [112][1700/3757] lr: 1.0000e-02 eta: 1 day, 22:48:52 time: 0.3163 data_time: 0.0193 memory: 9395 grad_norm: 4.4466 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1478 loss: 2.1478 2022/08/15 17:32:30 - mmengine - INFO - Epoch(train) [112][1800/3757] lr: 1.0000e-02 eta: 1 day, 22:48:21 time: 0.3112 data_time: 0.0170 memory: 9395 grad_norm: 4.4134 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9518 loss: 1.9518 2022/08/15 17:33:01 - mmengine - INFO - Epoch(train) [112][1900/3757] lr: 1.0000e-02 eta: 1 day, 22:47:50 time: 0.3117 data_time: 0.0163 memory: 9395 grad_norm: 4.4294 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1138 loss: 2.1138 2022/08/15 17:33:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 17:33:33 - mmengine - INFO - Epoch(train) [112][2000/3757] lr: 1.0000e-02 eta: 1 day, 22:47:20 time: 0.3112 data_time: 0.0171 memory: 9395 grad_norm: 4.6397 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.3711 loss: 2.3711 2022/08/15 17:34:04 - mmengine - INFO - Epoch(train) [112][2100/3757] lr: 1.0000e-02 eta: 1 day, 22:46:49 time: 0.3112 data_time: 0.0185 memory: 9395 grad_norm: 4.6629 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3981 loss: 2.3981 2022/08/15 17:34:36 - mmengine - INFO - Epoch(train) [112][2200/3757] lr: 1.0000e-02 eta: 1 day, 22:46:19 time: 0.3155 data_time: 0.0177 memory: 9395 grad_norm: 4.5196 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5763 loss: 2.5763 2022/08/15 17:35:07 - mmengine - INFO - Epoch(train) [112][2300/3757] lr: 1.0000e-02 eta: 1 day, 22:45:48 time: 0.3233 data_time: 0.0168 memory: 9395 grad_norm: 4.5153 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1306 loss: 2.1306 2022/08/15 17:35:39 - mmengine - INFO - Epoch(train) [112][2400/3757] lr: 1.0000e-02 eta: 1 day, 22:45:18 time: 0.3128 data_time: 0.0188 memory: 9395 grad_norm: 4.5771 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.1991 loss: 2.1991 2022/08/15 17:36:10 - mmengine - INFO - Epoch(train) [112][2500/3757] lr: 1.0000e-02 eta: 1 day, 22:44:47 time: 0.3116 data_time: 0.0170 memory: 9395 grad_norm: 4.5723 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0854 loss: 2.0854 2022/08/15 17:36:42 - mmengine - INFO - Epoch(train) [112][2600/3757] lr: 1.0000e-02 eta: 1 day, 22:44:16 time: 0.3124 data_time: 0.0164 memory: 9395 grad_norm: 4.4784 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0915 loss: 2.0915 2022/08/15 17:37:13 - mmengine - INFO - Epoch(train) [112][2700/3757] lr: 1.0000e-02 eta: 1 day, 22:43:46 time: 0.3122 data_time: 0.0173 memory: 9395 grad_norm: 4.5753 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1565 loss: 2.1565 2022/08/15 17:37:45 - mmengine - INFO - Epoch(train) [112][2800/3757] lr: 1.0000e-02 eta: 1 day, 22:43:15 time: 0.3121 data_time: 0.0167 memory: 9395 grad_norm: 4.5362 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0441 loss: 2.0441 2022/08/15 17:38:16 - mmengine - INFO - Epoch(train) [112][2900/3757] lr: 1.0000e-02 eta: 1 day, 22:42:45 time: 0.3143 data_time: 0.0176 memory: 9395 grad_norm: 4.4549 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1596 loss: 2.1596 2022/08/15 17:38:39 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 17:38:47 - mmengine - INFO - Epoch(train) [112][3000/3757] lr: 1.0000e-02 eta: 1 day, 22:42:14 time: 0.3122 data_time: 0.0169 memory: 9395 grad_norm: 4.4353 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2311 loss: 2.2311 2022/08/15 17:39:19 - mmengine - INFO - Epoch(train) [112][3100/3757] lr: 1.0000e-02 eta: 1 day, 22:41:43 time: 0.3125 data_time: 0.0177 memory: 9395 grad_norm: 4.4961 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4555 loss: 2.4555 2022/08/15 17:39:50 - mmengine - INFO - Epoch(train) [112][3200/3757] lr: 1.0000e-02 eta: 1 day, 22:41:13 time: 0.3138 data_time: 0.0174 memory: 9395 grad_norm: 4.4800 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3142 loss: 2.3142 2022/08/15 17:40:21 - mmengine - INFO - Epoch(train) [112][3300/3757] lr: 1.0000e-02 eta: 1 day, 22:40:42 time: 0.3124 data_time: 0.0193 memory: 9395 grad_norm: 4.4536 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2210 loss: 2.2210 2022/08/15 17:40:53 - mmengine - INFO - Epoch(train) [112][3400/3757] lr: 1.0000e-02 eta: 1 day, 22:40:11 time: 0.3115 data_time: 0.0168 memory: 9395 grad_norm: 4.5416 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0280 loss: 2.0280 2022/08/15 17:41:24 - mmengine - INFO - Epoch(train) [112][3500/3757] lr: 1.0000e-02 eta: 1 day, 22:39:41 time: 0.3112 data_time: 0.0160 memory: 9395 grad_norm: 4.4968 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7869 loss: 1.7869 2022/08/15 17:41:56 - mmengine - INFO - Epoch(train) [112][3600/3757] lr: 1.0000e-02 eta: 1 day, 22:39:10 time: 0.3133 data_time: 0.0176 memory: 9395 grad_norm: 4.5875 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0880 loss: 2.0880 2022/08/15 17:42:27 - mmengine - INFO - Epoch(train) [112][3700/3757] lr: 1.0000e-02 eta: 1 day, 22:38:39 time: 0.3137 data_time: 0.0177 memory: 9395 grad_norm: 4.6742 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9217 loss: 1.9217 2022/08/15 17:42:45 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 17:42:45 - mmengine - INFO - Epoch(train) [112][3757/3757] lr: 1.0000e-02 eta: 1 day, 22:38:27 time: 0.3060 data_time: 0.0178 memory: 9395 grad_norm: 4.4777 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 2.2506 loss: 2.2506 2022/08/15 17:42:45 - mmengine - INFO - Saving checkpoint at 112 epochs 2022/08/15 17:43:19 - mmengine - INFO - Epoch(train) [113][100/3757] lr: 1.0000e-02 eta: 1 day, 22:37:46 time: 0.3127 data_time: 0.0170 memory: 9395 grad_norm: 4.4968 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0874 loss: 2.0874 2022/08/15 17:43:51 - mmengine - INFO - Epoch(train) [113][200/3757] lr: 1.0000e-02 eta: 1 day, 22:37:15 time: 0.3121 data_time: 0.0169 memory: 9395 grad_norm: 4.6584 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3613 loss: 2.3613 2022/08/15 17:43:56 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 17:44:22 - mmengine - INFO - Epoch(train) [113][300/3757] lr: 1.0000e-02 eta: 1 day, 22:36:45 time: 0.3118 data_time: 0.0167 memory: 9395 grad_norm: 4.3730 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1855 loss: 2.1855 2022/08/15 17:44:53 - mmengine - INFO - Epoch(train) [113][400/3757] lr: 1.0000e-02 eta: 1 day, 22:36:14 time: 0.3108 data_time: 0.0170 memory: 9395 grad_norm: 4.3660 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8231 loss: 1.8231 2022/08/15 17:45:25 - mmengine - INFO - Epoch(train) [113][500/3757] lr: 1.0000e-02 eta: 1 day, 22:35:43 time: 0.3116 data_time: 0.0171 memory: 9395 grad_norm: 4.5376 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1221 loss: 2.1221 2022/08/15 17:45:56 - mmengine - INFO - Epoch(train) [113][600/3757] lr: 1.0000e-02 eta: 1 day, 22:35:13 time: 0.3128 data_time: 0.0169 memory: 9395 grad_norm: 4.4764 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.0952 loss: 2.0952 2022/08/15 17:46:27 - mmengine - INFO - Epoch(train) [113][700/3757] lr: 1.0000e-02 eta: 1 day, 22:34:42 time: 0.3118 data_time: 0.0169 memory: 9395 grad_norm: 4.6100 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3940 loss: 2.3940 2022/08/15 17:46:59 - mmengine - INFO - Epoch(train) [113][800/3757] lr: 1.0000e-02 eta: 1 day, 22:34:11 time: 0.3154 data_time: 0.0178 memory: 9395 grad_norm: 4.5465 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.2326 loss: 2.2326 2022/08/15 17:47:30 - mmengine - INFO - Epoch(train) [113][900/3757] lr: 1.0000e-02 eta: 1 day, 22:33:41 time: 0.3125 data_time: 0.0178 memory: 9395 grad_norm: 4.4557 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1840 loss: 2.1840 2022/08/15 17:48:02 - mmengine - INFO - Epoch(train) [113][1000/3757] lr: 1.0000e-02 eta: 1 day, 22:33:10 time: 0.3133 data_time: 0.0175 memory: 9395 grad_norm: 4.5293 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1624 loss: 2.1624 2022/08/15 17:48:33 - mmengine - INFO - Epoch(train) [113][1100/3757] lr: 1.0000e-02 eta: 1 day, 22:32:39 time: 0.3111 data_time: 0.0166 memory: 9395 grad_norm: 4.6636 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1454 loss: 2.1454 2022/08/15 17:49:04 - mmengine - INFO - Epoch(train) [113][1200/3757] lr: 1.0000e-02 eta: 1 day, 22:32:09 time: 0.3101 data_time: 0.0168 memory: 9395 grad_norm: 4.5618 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2932 loss: 2.2932 2022/08/15 17:49:09 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 17:49:36 - mmengine - INFO - Epoch(train) [113][1300/3757] lr: 1.0000e-02 eta: 1 day, 22:31:38 time: 0.3139 data_time: 0.0186 memory: 9395 grad_norm: 4.5054 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9939 loss: 1.9939 2022/08/15 17:50:07 - mmengine - INFO - Epoch(train) [113][1400/3757] lr: 1.0000e-02 eta: 1 day, 22:31:07 time: 0.3127 data_time: 0.0167 memory: 9395 grad_norm: 4.8125 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2921 loss: 2.2921 2022/08/15 17:51:08 - mmengine - INFO - Epoch(train) [113][1500/3757] lr: 1.0000e-02 eta: 1 day, 22:31:14 time: 1.7051 data_time: 0.0338 memory: 9395 grad_norm: 4.5604 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1342 loss: 2.1342 2022/08/15 17:51:40 - mmengine - INFO - Epoch(train) [113][1600/3757] lr: 1.0000e-02 eta: 1 day, 22:30:44 time: 0.3165 data_time: 0.0182 memory: 9395 grad_norm: 4.5505 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2055 loss: 2.2055 2022/08/15 17:52:11 - mmengine - INFO - Epoch(train) [113][1700/3757] lr: 1.0000e-02 eta: 1 day, 22:30:13 time: 0.3119 data_time: 0.0161 memory: 9395 grad_norm: 4.4837 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1935 loss: 2.1935 2022/08/15 17:52:43 - mmengine - INFO - Epoch(train) [113][1800/3757] lr: 1.0000e-02 eta: 1 day, 22:29:43 time: 0.3125 data_time: 0.0171 memory: 9395 grad_norm: 4.6096 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1890 loss: 2.1890 2022/08/15 17:53:14 - mmengine - INFO - Epoch(train) [113][1900/3757] lr: 1.0000e-02 eta: 1 day, 22:29:12 time: 0.3129 data_time: 0.0173 memory: 9395 grad_norm: 4.5802 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0806 loss: 2.0806 2022/08/15 17:53:45 - mmengine - INFO - Epoch(train) [113][2000/3757] lr: 1.0000e-02 eta: 1 day, 22:28:42 time: 0.3131 data_time: 0.0171 memory: 9395 grad_norm: 4.6551 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8983 loss: 1.8983 2022/08/15 17:54:17 - mmengine - INFO - Epoch(train) [113][2100/3757] lr: 1.0000e-02 eta: 1 day, 22:28:11 time: 0.3129 data_time: 0.0173 memory: 9395 grad_norm: 4.4985 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2458 loss: 2.2458 2022/08/15 17:54:49 - mmengine - INFO - Epoch(train) [113][2200/3757] lr: 1.0000e-02 eta: 1 day, 22:27:41 time: 0.3144 data_time: 0.0180 memory: 9395 grad_norm: 4.5006 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9514 loss: 1.9514 2022/08/15 17:54:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 17:55:20 - mmengine - INFO - Epoch(train) [113][2300/3757] lr: 1.0000e-02 eta: 1 day, 22:27:10 time: 0.3104 data_time: 0.0173 memory: 9395 grad_norm: 4.6121 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0789 loss: 2.0789 2022/08/15 17:55:52 - mmengine - INFO - Epoch(train) [113][2400/3757] lr: 1.0000e-02 eta: 1 day, 22:26:40 time: 0.3137 data_time: 0.0196 memory: 9395 grad_norm: 4.7328 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1705 loss: 2.1705 2022/08/15 17:56:23 - mmengine - INFO - Epoch(train) [113][2500/3757] lr: 1.0000e-02 eta: 1 day, 22:26:09 time: 0.3116 data_time: 0.0167 memory: 9395 grad_norm: 4.6331 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9112 loss: 1.9112 2022/08/15 17:56:55 - mmengine - INFO - Epoch(train) [113][2600/3757] lr: 1.0000e-02 eta: 1 day, 22:25:39 time: 0.3112 data_time: 0.0174 memory: 9395 grad_norm: 4.6075 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9127 loss: 1.9127 2022/08/15 17:57:26 - mmengine - INFO - Epoch(train) [113][2700/3757] lr: 1.0000e-02 eta: 1 day, 22:25:08 time: 0.3112 data_time: 0.0165 memory: 9395 grad_norm: 4.6621 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4003 loss: 2.4003 2022/08/15 17:57:57 - mmengine - INFO - Epoch(train) [113][2800/3757] lr: 1.0000e-02 eta: 1 day, 22:24:37 time: 0.3128 data_time: 0.0187 memory: 9395 grad_norm: 4.5158 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4617 loss: 2.4617 2022/08/15 17:58:29 - mmengine - INFO - Epoch(train) [113][2900/3757] lr: 1.0000e-02 eta: 1 day, 22:24:06 time: 0.3135 data_time: 0.0181 memory: 9395 grad_norm: 4.5267 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0783 loss: 2.0783 2022/08/15 17:59:00 - mmengine - INFO - Epoch(train) [113][3000/3757] lr: 1.0000e-02 eta: 1 day, 22:23:36 time: 0.3197 data_time: 0.0172 memory: 9395 grad_norm: 4.4541 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9259 loss: 1.9259 2022/08/15 17:59:32 - mmengine - INFO - Epoch(train) [113][3100/3757] lr: 1.0000e-02 eta: 1 day, 22:23:05 time: 0.3207 data_time: 0.0182 memory: 9395 grad_norm: 4.6025 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0163 loss: 2.0163 2022/08/15 18:00:07 - mmengine - INFO - Epoch(train) [113][3200/3757] lr: 1.0000e-02 eta: 1 day, 22:22:39 time: 0.4849 data_time: 0.0231 memory: 9395 grad_norm: 4.5206 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0074 loss: 2.0074 2022/08/15 18:00:12 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 18:00:38 - mmengine - INFO - Epoch(train) [113][3300/3757] lr: 1.0000e-02 eta: 1 day, 22:22:09 time: 0.3169 data_time: 0.0180 memory: 9395 grad_norm: 4.6128 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1162 loss: 2.1162 2022/08/15 18:01:10 - mmengine - INFO - Epoch(train) [113][3400/3757] lr: 1.0000e-02 eta: 1 day, 22:21:38 time: 0.3130 data_time: 0.0168 memory: 9395 grad_norm: 4.5225 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8551 loss: 1.8551 2022/08/15 18:01:41 - mmengine - INFO - Epoch(train) [113][3500/3757] lr: 1.0000e-02 eta: 1 day, 22:21:08 time: 0.3115 data_time: 0.0170 memory: 9395 grad_norm: 4.5389 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0189 loss: 2.0189 2022/08/15 18:02:13 - mmengine - INFO - Epoch(train) [113][3600/3757] lr: 1.0000e-02 eta: 1 day, 22:20:37 time: 0.3137 data_time: 0.0178 memory: 9395 grad_norm: 4.5831 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2025 loss: 2.2025 2022/08/15 18:02:44 - mmengine - INFO - Epoch(train) [113][3700/3757] lr: 1.0000e-02 eta: 1 day, 22:20:06 time: 0.3121 data_time: 0.0177 memory: 9395 grad_norm: 4.4518 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0691 loss: 2.0691 2022/08/15 18:03:02 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 18:03:02 - mmengine - INFO - Epoch(train) [113][3757/3757] lr: 1.0000e-02 eta: 1 day, 22:19:54 time: 0.3086 data_time: 0.0168 memory: 9395 grad_norm: 4.5881 top1_acc: 0.2857 top5_acc: 0.2857 loss_cls: 2.4957 loss: 2.4957 2022/08/15 18:03:34 - mmengine - INFO - Epoch(train) [114][100/3757] lr: 1.0000e-02 eta: 1 day, 22:19:13 time: 0.3100 data_time: 0.0175 memory: 9395 grad_norm: 4.6651 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.4668 loss: 2.4668 2022/08/15 18:04:06 - mmengine - INFO - Epoch(train) [114][200/3757] lr: 1.0000e-02 eta: 1 day, 22:18:42 time: 0.3119 data_time: 0.0170 memory: 9395 grad_norm: 4.6780 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9809 loss: 1.9809 2022/08/15 18:04:37 - mmengine - INFO - Epoch(train) [114][300/3757] lr: 1.0000e-02 eta: 1 day, 22:18:11 time: 0.3128 data_time: 0.0175 memory: 9395 grad_norm: 4.4949 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.2319 loss: 2.2319 2022/08/15 18:05:09 - mmengine - INFO - Epoch(train) [114][400/3757] lr: 1.0000e-02 eta: 1 day, 22:17:41 time: 0.3123 data_time: 0.0187 memory: 9395 grad_norm: 4.4069 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9660 loss: 1.9660 2022/08/15 18:05:27 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 18:05:40 - mmengine - INFO - Epoch(train) [114][500/3757] lr: 1.0000e-02 eta: 1 day, 22:17:10 time: 0.3148 data_time: 0.0169 memory: 9395 grad_norm: 4.5366 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0424 loss: 2.0424 2022/08/15 18:06:12 - mmengine - INFO - Epoch(train) [114][600/3757] lr: 1.0000e-02 eta: 1 day, 22:16:39 time: 0.3135 data_time: 0.0184 memory: 9395 grad_norm: 4.5832 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.1815 loss: 2.1815 2022/08/15 18:06:43 - mmengine - INFO - Epoch(train) [114][700/3757] lr: 1.0000e-02 eta: 1 day, 22:16:09 time: 0.3133 data_time: 0.0180 memory: 9395 grad_norm: 4.6122 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1082 loss: 2.1082 2022/08/15 18:07:15 - mmengine - INFO - Epoch(train) [114][800/3757] lr: 1.0000e-02 eta: 1 day, 22:15:39 time: 0.3115 data_time: 0.0169 memory: 9395 grad_norm: 4.6927 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2028 loss: 2.2028 2022/08/15 18:07:46 - mmengine - INFO - Epoch(train) [114][900/3757] lr: 1.0000e-02 eta: 1 day, 22:15:08 time: 0.3129 data_time: 0.0195 memory: 9395 grad_norm: 4.6143 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3773 loss: 2.3773 2022/08/15 18:08:17 - mmengine - INFO - Epoch(train) [114][1000/3757] lr: 1.0000e-02 eta: 1 day, 22:14:37 time: 0.3163 data_time: 0.0174 memory: 9395 grad_norm: 4.6753 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.3118 loss: 2.3118 2022/08/15 18:08:49 - mmengine - INFO - Epoch(train) [114][1100/3757] lr: 1.0000e-02 eta: 1 day, 22:14:06 time: 0.3127 data_time: 0.0170 memory: 9395 grad_norm: 4.6498 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7294 loss: 1.7294 2022/08/15 18:09:20 - mmengine - INFO - Epoch(train) [114][1200/3757] lr: 1.0000e-02 eta: 1 day, 22:13:36 time: 0.3139 data_time: 0.0194 memory: 9395 grad_norm: 4.7383 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0357 loss: 2.0357 2022/08/15 18:09:52 - mmengine - INFO - Epoch(train) [114][1300/3757] lr: 1.0000e-02 eta: 1 day, 22:13:05 time: 0.3113 data_time: 0.0169 memory: 9395 grad_norm: 4.7059 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9488 loss: 1.9488 2022/08/15 18:10:23 - mmengine - INFO - Epoch(train) [114][1400/3757] lr: 1.0000e-02 eta: 1 day, 22:12:34 time: 0.3171 data_time: 0.0173 memory: 9395 grad_norm: 4.7348 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8373 loss: 1.8373 2022/08/15 18:10:42 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 18:10:54 - mmengine - INFO - Epoch(train) [114][1500/3757] lr: 1.0000e-02 eta: 1 day, 22:12:04 time: 0.3111 data_time: 0.0178 memory: 9395 grad_norm: 4.5741 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2219 loss: 2.2219 2022/08/15 18:11:26 - mmengine - INFO - Epoch(train) [114][1600/3757] lr: 1.0000e-02 eta: 1 day, 22:11:33 time: 0.3130 data_time: 0.0179 memory: 9395 grad_norm: 4.7105 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4642 loss: 2.4642 2022/08/15 18:11:57 - mmengine - INFO - Epoch(train) [114][1700/3757] lr: 1.0000e-02 eta: 1 day, 22:11:02 time: 0.3113 data_time: 0.0168 memory: 9395 grad_norm: 4.5513 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1710 loss: 2.1710 2022/08/15 18:12:29 - mmengine - INFO - Epoch(train) [114][1800/3757] lr: 1.0000e-02 eta: 1 day, 22:10:32 time: 0.3116 data_time: 0.0176 memory: 9395 grad_norm: 4.6401 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1979 loss: 2.1979 2022/08/15 18:13:00 - mmengine - INFO - Epoch(train) [114][1900/3757] lr: 1.0000e-02 eta: 1 day, 22:10:01 time: 0.3132 data_time: 0.0178 memory: 9395 grad_norm: 4.6846 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2449 loss: 2.2449 2022/08/15 18:13:32 - mmengine - INFO - Epoch(train) [114][2000/3757] lr: 1.0000e-02 eta: 1 day, 22:09:30 time: 0.3138 data_time: 0.0176 memory: 9395 grad_norm: 4.5072 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8791 loss: 1.8791 2022/08/15 18:14:03 - mmengine - INFO - Epoch(train) [114][2100/3757] lr: 1.0000e-02 eta: 1 day, 22:09:00 time: 0.3115 data_time: 0.0164 memory: 9395 grad_norm: 4.7143 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2912 loss: 2.2912 2022/08/15 18:14:34 - mmengine - INFO - Epoch(train) [114][2200/3757] lr: 1.0000e-02 eta: 1 day, 22:08:29 time: 0.3130 data_time: 0.0163 memory: 9395 grad_norm: 4.5239 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2242 loss: 2.2242 2022/08/15 18:15:06 - mmengine - INFO - Epoch(train) [114][2300/3757] lr: 1.0000e-02 eta: 1 day, 22:07:59 time: 0.3118 data_time: 0.0157 memory: 9395 grad_norm: 4.6596 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0974 loss: 2.0974 2022/08/15 18:15:37 - mmengine - INFO - Epoch(train) [114][2400/3757] lr: 1.0000e-02 eta: 1 day, 22:07:28 time: 0.3132 data_time: 0.0167 memory: 9395 grad_norm: 4.6504 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4332 loss: 2.4332 2022/08/15 18:15:56 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 18:16:09 - mmengine - INFO - Epoch(train) [114][2500/3757] lr: 1.0000e-02 eta: 1 day, 22:06:57 time: 0.3116 data_time: 0.0172 memory: 9395 grad_norm: 4.7356 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3446 loss: 2.3446 2022/08/15 18:16:40 - mmengine - INFO - Epoch(train) [114][2600/3757] lr: 1.0000e-02 eta: 1 day, 22:06:26 time: 0.3161 data_time: 0.0182 memory: 9395 grad_norm: 4.6498 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0996 loss: 2.0996 2022/08/15 18:17:11 - mmengine - INFO - Epoch(train) [114][2700/3757] lr: 1.0000e-02 eta: 1 day, 22:05:56 time: 0.3120 data_time: 0.0178 memory: 9395 grad_norm: 4.5268 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1581 loss: 2.1581 2022/08/15 18:17:43 - mmengine - INFO - Epoch(train) [114][2800/3757] lr: 1.0000e-02 eta: 1 day, 22:05:25 time: 0.3132 data_time: 0.0174 memory: 9395 grad_norm: 4.6872 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0880 loss: 2.0880 2022/08/15 18:18:14 - mmengine - INFO - Epoch(train) [114][2900/3757] lr: 1.0000e-02 eta: 1 day, 22:04:54 time: 0.3122 data_time: 0.0171 memory: 9395 grad_norm: 4.5496 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0595 loss: 2.0595 2022/08/15 18:18:46 - mmengine - INFO - Epoch(train) [114][3000/3757] lr: 1.0000e-02 eta: 1 day, 22:04:24 time: 0.3131 data_time: 0.0164 memory: 9395 grad_norm: 4.6767 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2860 loss: 2.2860 2022/08/15 18:19:17 - mmengine - INFO - Epoch(train) [114][3100/3757] lr: 1.0000e-02 eta: 1 day, 22:03:53 time: 0.3106 data_time: 0.0165 memory: 9395 grad_norm: 4.6535 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9316 loss: 1.9316 2022/08/15 18:19:48 - mmengine - INFO - Epoch(train) [114][3200/3757] lr: 1.0000e-02 eta: 1 day, 22:03:22 time: 0.3134 data_time: 0.0189 memory: 9395 grad_norm: 4.5436 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9103 loss: 1.9103 2022/08/15 18:20:20 - mmengine - INFO - Epoch(train) [114][3300/3757] lr: 1.0000e-02 eta: 1 day, 22:02:52 time: 0.3127 data_time: 0.0167 memory: 9395 grad_norm: 4.6213 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3543 loss: 2.3543 2022/08/15 18:20:51 - mmengine - INFO - Epoch(train) [114][3400/3757] lr: 1.0000e-02 eta: 1 day, 22:02:21 time: 0.3139 data_time: 0.0172 memory: 9395 grad_norm: 4.7437 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9887 loss: 1.9887 2022/08/15 18:21:10 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 18:21:23 - mmengine - INFO - Epoch(train) [114][3500/3757] lr: 1.0000e-02 eta: 1 day, 22:01:50 time: 0.3157 data_time: 0.0178 memory: 9395 grad_norm: 4.7114 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0647 loss: 2.0647 2022/08/15 18:21:54 - mmengine - INFO - Epoch(train) [114][3600/3757] lr: 1.0000e-02 eta: 1 day, 22:01:20 time: 0.3131 data_time: 0.0181 memory: 9395 grad_norm: 4.7905 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3511 loss: 2.3511 2022/08/15 18:22:26 - mmengine - INFO - Epoch(train) [114][3700/3757] lr: 1.0000e-02 eta: 1 day, 22:00:49 time: 0.3128 data_time: 0.0170 memory: 9395 grad_norm: 4.6117 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1792 loss: 2.1792 2022/08/15 18:22:43 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 18:22:43 - mmengine - INFO - Epoch(train) [114][3757/3757] lr: 1.0000e-02 eta: 1 day, 22:00:37 time: 0.3090 data_time: 0.0191 memory: 9395 grad_norm: 4.5949 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 2.1257 loss: 2.1257 2022/08/15 18:23:16 - mmengine - INFO - Epoch(train) [115][100/3757] lr: 1.0000e-02 eta: 1 day, 21:59:56 time: 0.3113 data_time: 0.0165 memory: 9395 grad_norm: 4.5703 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2207 loss: 2.2207 2022/08/15 18:23:48 - mmengine - INFO - Epoch(train) [115][200/3757] lr: 1.0000e-02 eta: 1 day, 21:59:25 time: 0.3127 data_time: 0.0173 memory: 9395 grad_norm: 4.6135 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8265 loss: 1.8265 2022/08/15 18:24:19 - mmengine - INFO - Epoch(train) [115][300/3757] lr: 1.0000e-02 eta: 1 day, 21:58:54 time: 0.3134 data_time: 0.0178 memory: 9395 grad_norm: 4.6240 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1193 loss: 2.1193 2022/08/15 18:24:50 - mmengine - INFO - Epoch(train) [115][400/3757] lr: 1.0000e-02 eta: 1 day, 21:58:24 time: 0.3120 data_time: 0.0169 memory: 9395 grad_norm: 4.5194 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3554 loss: 2.3554 2022/08/15 18:25:22 - mmengine - INFO - Epoch(train) [115][500/3757] lr: 1.0000e-02 eta: 1 day, 21:57:53 time: 0.3200 data_time: 0.0190 memory: 9395 grad_norm: 4.6275 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0917 loss: 2.0917 2022/08/15 18:25:53 - mmengine - INFO - Epoch(train) [115][600/3757] lr: 1.0000e-02 eta: 1 day, 21:57:23 time: 0.3134 data_time: 0.0178 memory: 9395 grad_norm: 4.6226 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9730 loss: 1.9730 2022/08/15 18:26:25 - mmengine - INFO - Epoch(train) [115][700/3757] lr: 1.0000e-02 eta: 1 day, 21:56:52 time: 0.3143 data_time: 0.0189 memory: 9395 grad_norm: 4.5604 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0457 loss: 2.0457 2022/08/15 18:26:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 18:26:56 - mmengine - INFO - Epoch(train) [115][800/3757] lr: 1.0000e-02 eta: 1 day, 21:56:21 time: 0.3115 data_time: 0.0167 memory: 9395 grad_norm: 4.5550 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0832 loss: 2.0832 2022/08/15 18:27:28 - mmengine - INFO - Epoch(train) [115][900/3757] lr: 1.0000e-02 eta: 1 day, 21:55:51 time: 0.3125 data_time: 0.0198 memory: 9395 grad_norm: 4.6076 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8019 loss: 1.8019 2022/08/15 18:27:59 - mmengine - INFO - Epoch(train) [115][1000/3757] lr: 1.0000e-02 eta: 1 day, 21:55:20 time: 0.3122 data_time: 0.0178 memory: 9395 grad_norm: 4.6143 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1659 loss: 2.1659 2022/08/15 18:28:30 - mmengine - INFO - Epoch(train) [115][1100/3757] lr: 1.0000e-02 eta: 1 day, 21:54:49 time: 0.3127 data_time: 0.0191 memory: 9395 grad_norm: 4.4538 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4013 loss: 2.4013 2022/08/15 18:29:02 - mmengine - INFO - Epoch(train) [115][1200/3757] lr: 1.0000e-02 eta: 1 day, 21:54:19 time: 0.3198 data_time: 0.0186 memory: 9395 grad_norm: 4.8825 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3382 loss: 2.3382 2022/08/15 18:29:33 - mmengine - INFO - Epoch(train) [115][1300/3757] lr: 1.0000e-02 eta: 1 day, 21:53:48 time: 0.3117 data_time: 0.0174 memory: 9395 grad_norm: 4.8375 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 1.9058 loss: 1.9058 2022/08/15 18:30:05 - mmengine - INFO - Epoch(train) [115][1400/3757] lr: 1.0000e-02 eta: 1 day, 21:53:17 time: 0.3149 data_time: 0.0182 memory: 9395 grad_norm: 4.7041 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1072 loss: 2.1072 2022/08/15 18:30:36 - mmengine - INFO - Epoch(train) [115][1500/3757] lr: 1.0000e-02 eta: 1 day, 21:52:47 time: 0.3118 data_time: 0.0168 memory: 9395 grad_norm: 4.6606 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9740 loss: 1.9740 2022/08/15 18:31:08 - mmengine - INFO - Epoch(train) [115][1600/3757] lr: 1.0000e-02 eta: 1 day, 21:52:16 time: 0.3118 data_time: 0.0171 memory: 9395 grad_norm: 4.7629 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0110 loss: 2.0110 2022/08/15 18:31:39 - mmengine - INFO - Epoch(train) [115][1700/3757] lr: 1.0000e-02 eta: 1 day, 21:51:45 time: 0.3106 data_time: 0.0187 memory: 9395 grad_norm: 4.6403 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1775 loss: 2.1775 2022/08/15 18:31:40 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 18:32:10 - mmengine - INFO - Epoch(train) [115][1800/3757] lr: 1.0000e-02 eta: 1 day, 21:51:15 time: 0.3120 data_time: 0.0171 memory: 9395 grad_norm: 4.6818 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0736 loss: 2.0736 2022/08/15 18:32:42 - mmengine - INFO - Epoch(train) [115][1900/3757] lr: 1.0000e-02 eta: 1 day, 21:50:44 time: 0.3140 data_time: 0.0181 memory: 9395 grad_norm: 4.5379 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1741 loss: 2.1741 2022/08/15 18:33:13 - mmengine - INFO - Epoch(train) [115][2000/3757] lr: 1.0000e-02 eta: 1 day, 21:50:13 time: 0.3136 data_time: 0.0169 memory: 9395 grad_norm: 4.5540 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9999 loss: 1.9999 2022/08/15 18:33:45 - mmengine - INFO - Epoch(train) [115][2100/3757] lr: 1.0000e-02 eta: 1 day, 21:49:43 time: 0.3134 data_time: 0.0180 memory: 9395 grad_norm: 4.5973 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0152 loss: 2.0152 2022/08/15 18:34:16 - mmengine - INFO - Epoch(train) [115][2200/3757] lr: 1.0000e-02 eta: 1 day, 21:49:12 time: 0.3142 data_time: 0.0216 memory: 9395 grad_norm: 4.7862 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3807 loss: 2.3807 2022/08/15 18:34:47 - mmengine - INFO - Epoch(train) [115][2300/3757] lr: 1.0000e-02 eta: 1 day, 21:48:41 time: 0.3117 data_time: 0.0170 memory: 9395 grad_norm: 4.7916 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1781 loss: 2.1781 2022/08/15 18:35:19 - mmengine - INFO - Epoch(train) [115][2400/3757] lr: 1.0000e-02 eta: 1 day, 21:48:11 time: 0.3129 data_time: 0.0182 memory: 9395 grad_norm: 4.7528 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2128 loss: 2.2128 2022/08/15 18:35:50 - mmengine - INFO - Epoch(train) [115][2500/3757] lr: 1.0000e-02 eta: 1 day, 21:47:40 time: 0.3119 data_time: 0.0170 memory: 9395 grad_norm: 4.6484 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1745 loss: 2.1745 2022/08/15 18:36:22 - mmengine - INFO - Epoch(train) [115][2600/3757] lr: 1.0000e-02 eta: 1 day, 21:47:09 time: 0.3123 data_time: 0.0162 memory: 9395 grad_norm: 4.6405 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1937 loss: 2.1937 2022/08/15 18:36:53 - mmengine - INFO - Epoch(train) [115][2700/3757] lr: 1.0000e-02 eta: 1 day, 21:46:39 time: 0.3136 data_time: 0.0172 memory: 9395 grad_norm: 4.7166 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4508 loss: 2.4508 2022/08/15 18:36:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 18:37:24 - mmengine - INFO - Epoch(train) [115][2800/3757] lr: 1.0000e-02 eta: 1 day, 21:46:08 time: 0.3124 data_time: 0.0170 memory: 9395 grad_norm: 4.7792 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4651 loss: 2.4651 2022/08/15 18:37:56 - mmengine - INFO - Epoch(train) [115][2900/3757] lr: 1.0000e-02 eta: 1 day, 21:45:37 time: 0.3152 data_time: 0.0176 memory: 9395 grad_norm: 4.6049 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3379 loss: 2.3379 2022/08/15 18:38:27 - mmengine - INFO - Epoch(train) [115][3000/3757] lr: 1.0000e-02 eta: 1 day, 21:45:07 time: 0.3120 data_time: 0.0163 memory: 9395 grad_norm: 4.7546 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2119 loss: 2.2119 2022/08/15 18:38:59 - mmengine - INFO - Epoch(train) [115][3100/3757] lr: 1.0000e-02 eta: 1 day, 21:44:36 time: 0.3144 data_time: 0.0168 memory: 9395 grad_norm: 4.6734 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0878 loss: 2.0878 2022/08/15 18:39:30 - mmengine - INFO - Epoch(train) [115][3200/3757] lr: 1.0000e-02 eta: 1 day, 21:44:05 time: 0.3129 data_time: 0.0172 memory: 9395 grad_norm: 4.5300 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9540 loss: 1.9540 2022/08/15 18:40:02 - mmengine - INFO - Epoch(train) [115][3300/3757] lr: 1.0000e-02 eta: 1 day, 21:43:35 time: 0.3172 data_time: 0.0167 memory: 9395 grad_norm: 4.7543 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2323 loss: 2.2323 2022/08/15 18:40:33 - mmengine - INFO - Epoch(train) [115][3400/3757] lr: 1.0000e-02 eta: 1 day, 21:43:04 time: 0.3126 data_time: 0.0179 memory: 9395 grad_norm: 4.7085 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2096 loss: 2.2096 2022/08/15 18:41:05 - mmengine - INFO - Epoch(train) [115][3500/3757] lr: 1.0000e-02 eta: 1 day, 21:42:33 time: 0.3117 data_time: 0.0167 memory: 9395 grad_norm: 4.7037 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3129 loss: 2.3129 2022/08/15 18:41:36 - mmengine - INFO - Epoch(train) [115][3600/3757] lr: 1.0000e-02 eta: 1 day, 21:42:03 time: 0.3125 data_time: 0.0178 memory: 9395 grad_norm: 4.6953 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0884 loss: 2.0884 2022/08/15 18:42:08 - mmengine - INFO - Epoch(train) [115][3700/3757] lr: 1.0000e-02 eta: 1 day, 21:41:32 time: 0.3115 data_time: 0.0168 memory: 9395 grad_norm: 4.4923 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9669 loss: 1.9669 2022/08/15 18:42:08 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 18:42:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 18:42:25 - mmengine - INFO - Epoch(train) [115][3757/3757] lr: 1.0000e-02 eta: 1 day, 21:41:20 time: 0.3065 data_time: 0.0173 memory: 9395 grad_norm: 4.7437 top1_acc: 0.2857 top5_acc: 0.5714 loss_cls: 2.1638 loss: 2.1638 2022/08/15 18:42:43 - mmengine - INFO - Epoch(val) [115][100/310] eta: 0:00:37 time: 0.1801 data_time: 0.0828 memory: 1523 2022/08/15 18:43:00 - mmengine - INFO - Epoch(val) [115][200/310] eta: 0:00:16 time: 0.1531 data_time: 0.0564 memory: 1523 2022/08/15 18:43:18 - mmengine - INFO - Epoch(val) [115][300/310] eta: 0:00:01 time: 0.1664 data_time: 0.0685 memory: 1523 2022/08/15 18:43:22 - mmengine - INFO - Epoch(val) [115][310/310] acc/top1: 0.5778 acc/top5: 0.8167 acc/mean1: 0.5778 2022/08/15 18:43:22 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr/best_acc/top1_epoch_106.pth is removed 2022/08/15 18:43:24 - mmengine - INFO - The best checkpoint with 0.5778 acc/top1 at 116 epoch is saved to best_acc/top1_epoch_116.pth. 2022/08/15 18:43:57 - mmengine - INFO - Epoch(train) [116][100/3757] lr: 1.0000e-02 eta: 1 day, 21:40:39 time: 0.3124 data_time: 0.0173 memory: 9395 grad_norm: 4.6939 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9478 loss: 1.9478 2022/08/15 18:44:28 - mmengine - INFO - Epoch(train) [116][200/3757] lr: 1.0000e-02 eta: 1 day, 21:40:09 time: 0.3129 data_time: 0.0178 memory: 9395 grad_norm: 4.7541 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8930 loss: 1.8930 2022/08/15 18:45:00 - mmengine - INFO - Epoch(train) [116][300/3757] lr: 1.0000e-02 eta: 1 day, 21:39:38 time: 0.3131 data_time: 0.0184 memory: 9395 grad_norm: 4.5671 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.3270 loss: 2.3270 2022/08/15 18:45:31 - mmengine - INFO - Epoch(train) [116][400/3757] lr: 1.0000e-02 eta: 1 day, 21:39:07 time: 0.3122 data_time: 0.0187 memory: 9395 grad_norm: 4.6774 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.1834 loss: 2.1834 2022/08/15 18:46:02 - mmengine - INFO - Epoch(train) [116][500/3757] lr: 1.0000e-02 eta: 1 day, 21:38:37 time: 0.3112 data_time: 0.0163 memory: 9395 grad_norm: 4.7483 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0712 loss: 2.0712 2022/08/15 18:46:34 - mmengine - INFO - Epoch(train) [116][600/3757] lr: 1.0000e-02 eta: 1 day, 21:38:06 time: 0.3145 data_time: 0.0185 memory: 9395 grad_norm: 4.6359 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0106 loss: 2.0106 2022/08/15 18:47:05 - mmengine - INFO - Epoch(train) [116][700/3757] lr: 1.0000e-02 eta: 1 day, 21:37:35 time: 0.3154 data_time: 0.0174 memory: 9395 grad_norm: 4.6608 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4687 loss: 2.4687 2022/08/15 18:47:36 - mmengine - INFO - Epoch(train) [116][800/3757] lr: 1.0000e-02 eta: 1 day, 21:37:04 time: 0.3122 data_time: 0.0161 memory: 9395 grad_norm: 4.7818 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9229 loss: 1.9229 2022/08/15 18:48:08 - mmengine - INFO - Epoch(train) [116][900/3757] lr: 1.0000e-02 eta: 1 day, 21:36:34 time: 0.3116 data_time: 0.0172 memory: 9395 grad_norm: 4.7256 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8494 loss: 1.8494 2022/08/15 18:48:22 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 18:48:39 - mmengine - INFO - Epoch(train) [116][1000/3757] lr: 1.0000e-02 eta: 1 day, 21:36:03 time: 0.3122 data_time: 0.0168 memory: 9395 grad_norm: 4.7564 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1687 loss: 2.1687 2022/08/15 18:49:11 - mmengine - INFO - Epoch(train) [116][1100/3757] lr: 1.0000e-02 eta: 1 day, 21:35:32 time: 0.3112 data_time: 0.0170 memory: 9395 grad_norm: 4.8793 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3221 loss: 2.3221 2022/08/15 18:49:42 - mmengine - INFO - Epoch(train) [116][1200/3757] lr: 1.0000e-02 eta: 1 day, 21:35:02 time: 0.3129 data_time: 0.0171 memory: 9395 grad_norm: 4.6313 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3849 loss: 2.3849 2022/08/15 18:50:14 - mmengine - INFO - Epoch(train) [116][1300/3757] lr: 1.0000e-02 eta: 1 day, 21:34:31 time: 0.3127 data_time: 0.0169 memory: 9395 grad_norm: 4.7428 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9992 loss: 1.9992 2022/08/15 18:50:45 - mmengine - INFO - Epoch(train) [116][1400/3757] lr: 1.0000e-02 eta: 1 day, 21:34:00 time: 0.3147 data_time: 0.0180 memory: 9395 grad_norm: 4.7256 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.3656 loss: 2.3656 2022/08/15 18:51:17 - mmengine - INFO - Epoch(train) [116][1500/3757] lr: 1.0000e-02 eta: 1 day, 21:33:30 time: 0.3147 data_time: 0.0174 memory: 9395 grad_norm: 4.7381 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0536 loss: 2.0536 2022/08/15 18:51:48 - mmengine - INFO - Epoch(train) [116][1600/3757] lr: 1.0000e-02 eta: 1 day, 21:32:59 time: 0.3121 data_time: 0.0164 memory: 9395 grad_norm: 4.6212 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2239 loss: 2.2239 2022/08/15 18:52:19 - mmengine - INFO - Epoch(train) [116][1700/3757] lr: 1.0000e-02 eta: 1 day, 21:32:28 time: 0.3108 data_time: 0.0170 memory: 9395 grad_norm: 4.6085 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1545 loss: 2.1545 2022/08/15 18:52:51 - mmengine - INFO - Epoch(train) [116][1800/3757] lr: 1.0000e-02 eta: 1 day, 21:31:58 time: 0.3118 data_time: 0.0168 memory: 9395 grad_norm: 4.8729 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9888 loss: 1.9888 2022/08/15 18:53:22 - mmengine - INFO - Epoch(train) [116][1900/3757] lr: 1.0000e-02 eta: 1 day, 21:31:27 time: 0.3112 data_time: 0.0171 memory: 9395 grad_norm: 4.7156 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1972 loss: 2.1972 2022/08/15 18:53:36 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 18:53:54 - mmengine - INFO - Epoch(train) [116][2000/3757] lr: 1.0000e-02 eta: 1 day, 21:30:56 time: 0.3152 data_time: 0.0175 memory: 9395 grad_norm: 4.7663 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0767 loss: 2.0767 2022/08/15 18:54:25 - mmengine - INFO - Epoch(train) [116][2100/3757] lr: 1.0000e-02 eta: 1 day, 21:30:26 time: 0.3119 data_time: 0.0171 memory: 9395 grad_norm: 4.7029 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0241 loss: 2.0241 2022/08/15 18:54:57 - mmengine - INFO - Epoch(train) [116][2200/3757] lr: 1.0000e-02 eta: 1 day, 21:29:55 time: 0.3185 data_time: 0.0176 memory: 9395 grad_norm: 4.7846 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.3382 loss: 2.3382 2022/08/15 18:55:28 - mmengine - INFO - Epoch(train) [116][2300/3757] lr: 1.0000e-02 eta: 1 day, 21:29:25 time: 0.3132 data_time: 0.0171 memory: 9395 grad_norm: 4.7297 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2900 loss: 2.2900 2022/08/15 18:55:59 - mmengine - INFO - Epoch(train) [116][2400/3757] lr: 1.0000e-02 eta: 1 day, 21:28:54 time: 0.3127 data_time: 0.0178 memory: 9395 grad_norm: 4.6379 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.2880 loss: 2.2880 2022/08/15 18:56:31 - mmengine - INFO - Epoch(train) [116][2500/3757] lr: 1.0000e-02 eta: 1 day, 21:28:23 time: 0.3107 data_time: 0.0174 memory: 9395 grad_norm: 4.5505 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0087 loss: 2.0087 2022/08/15 18:57:02 - mmengine - INFO - Epoch(train) [116][2600/3757] lr: 1.0000e-02 eta: 1 day, 21:27:52 time: 0.3128 data_time: 0.0164 memory: 9395 grad_norm: 4.6804 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9734 loss: 1.9734 2022/08/15 18:57:34 - mmengine - INFO - Epoch(train) [116][2700/3757] lr: 1.0000e-02 eta: 1 day, 21:27:22 time: 0.3125 data_time: 0.0181 memory: 9395 grad_norm: 4.6875 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2760 loss: 2.2760 2022/08/15 18:58:05 - mmengine - INFO - Epoch(train) [116][2800/3757] lr: 1.0000e-02 eta: 1 day, 21:26:51 time: 0.3125 data_time: 0.0173 memory: 9395 grad_norm: 4.8521 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9978 loss: 1.9978 2022/08/15 18:58:36 - mmengine - INFO - Epoch(train) [116][2900/3757] lr: 1.0000e-02 eta: 1 day, 21:26:20 time: 0.3179 data_time: 0.0182 memory: 9395 grad_norm: 4.6664 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0434 loss: 2.0434 2022/08/15 18:58:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 18:59:08 - mmengine - INFO - Epoch(train) [116][3000/3757] lr: 1.0000e-02 eta: 1 day, 21:25:50 time: 0.3133 data_time: 0.0175 memory: 9395 grad_norm: 4.8225 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0053 loss: 2.0053 2022/08/15 18:59:39 - mmengine - INFO - Epoch(train) [116][3100/3757] lr: 1.0000e-02 eta: 1 day, 21:25:19 time: 0.3109 data_time: 0.0178 memory: 9395 grad_norm: 4.7545 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7110 loss: 2.7110 2022/08/15 19:00:11 - mmengine - INFO - Epoch(train) [116][3200/3757] lr: 1.0000e-02 eta: 1 day, 21:24:48 time: 0.3103 data_time: 0.0178 memory: 9395 grad_norm: 4.7197 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1443 loss: 2.1443 2022/08/15 19:00:42 - mmengine - INFO - Epoch(train) [116][3300/3757] lr: 1.0000e-02 eta: 1 day, 21:24:18 time: 0.3118 data_time: 0.0173 memory: 9395 grad_norm: 4.6574 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.0939 loss: 2.0939 2022/08/15 19:01:13 - mmengine - INFO - Epoch(train) [116][3400/3757] lr: 1.0000e-02 eta: 1 day, 21:23:47 time: 0.3135 data_time: 0.0188 memory: 9395 grad_norm: 4.6251 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8830 loss: 1.8830 2022/08/15 19:01:45 - mmengine - INFO - Epoch(train) [116][3500/3757] lr: 1.0000e-02 eta: 1 day, 21:23:16 time: 0.3120 data_time: 0.0176 memory: 9395 grad_norm: 4.6580 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2648 loss: 2.2648 2022/08/15 19:02:16 - mmengine - INFO - Epoch(train) [116][3600/3757] lr: 1.0000e-02 eta: 1 day, 21:22:45 time: 0.3119 data_time: 0.0183 memory: 9395 grad_norm: 4.7170 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0889 loss: 2.0889 2022/08/15 19:02:47 - mmengine - INFO - Epoch(train) [116][3700/3757] lr: 1.0000e-02 eta: 1 day, 21:22:14 time: 0.3123 data_time: 0.0168 memory: 9395 grad_norm: 4.7287 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4285 loss: 2.4285 2022/08/15 19:03:05 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 19:03:05 - mmengine - INFO - Epoch(train) [116][3757/3757] lr: 1.0000e-02 eta: 1 day, 21:22:02 time: 0.3060 data_time: 0.0169 memory: 9395 grad_norm: 4.7011 top1_acc: 0.8571 top5_acc: 1.0000 loss_cls: 2.1073 loss: 2.1073 2022/08/15 19:03:05 - mmengine - INFO - Saving checkpoint at 116 epochs 2022/08/15 19:03:39 - mmengine - INFO - Epoch(train) [117][100/3757] lr: 1.0000e-02 eta: 1 day, 21:21:21 time: 0.3121 data_time: 0.0180 memory: 9395 grad_norm: 4.7744 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2403 loss: 2.2403 2022/08/15 19:04:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 19:04:11 - mmengine - INFO - Epoch(train) [117][200/3757] lr: 1.0000e-02 eta: 1 day, 21:20:50 time: 0.3120 data_time: 0.0166 memory: 9395 grad_norm: 4.6891 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1467 loss: 2.1467 2022/08/15 19:04:42 - mmengine - INFO - Epoch(train) [117][300/3757] lr: 1.0000e-02 eta: 1 day, 21:20:20 time: 0.3117 data_time: 0.0172 memory: 9395 grad_norm: 4.6429 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3478 loss: 2.3478 2022/08/15 19:05:14 - mmengine - INFO - Epoch(train) [117][400/3757] lr: 1.0000e-02 eta: 1 day, 21:19:49 time: 0.3180 data_time: 0.0176 memory: 9395 grad_norm: 4.7991 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1748 loss: 2.1748 2022/08/15 19:05:45 - mmengine - INFO - Epoch(train) [117][500/3757] lr: 1.0000e-02 eta: 1 day, 21:19:18 time: 0.3128 data_time: 0.0178 memory: 9395 grad_norm: 4.7368 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1291 loss: 2.1291 2022/08/15 19:06:16 - mmengine - INFO - Epoch(train) [117][600/3757] lr: 1.0000e-02 eta: 1 day, 21:18:47 time: 0.3115 data_time: 0.0173 memory: 9395 grad_norm: 4.8223 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3556 loss: 2.3556 2022/08/15 19:06:48 - mmengine - INFO - Epoch(train) [117][700/3757] lr: 1.0000e-02 eta: 1 day, 21:18:17 time: 0.3164 data_time: 0.0173 memory: 9395 grad_norm: 4.6479 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1538 loss: 2.1538 2022/08/15 19:07:20 - mmengine - INFO - Epoch(train) [117][800/3757] lr: 1.0000e-02 eta: 1 day, 21:17:46 time: 0.3112 data_time: 0.0186 memory: 9395 grad_norm: 4.7926 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1362 loss: 2.1362 2022/08/15 19:07:51 - mmengine - INFO - Epoch(train) [117][900/3757] lr: 1.0000e-02 eta: 1 day, 21:17:16 time: 0.3112 data_time: 0.0170 memory: 9395 grad_norm: 4.6729 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0987 loss: 2.0987 2022/08/15 19:08:23 - mmengine - INFO - Epoch(train) [117][1000/3757] lr: 1.0000e-02 eta: 1 day, 21:16:45 time: 0.3125 data_time: 0.0167 memory: 9395 grad_norm: 4.6754 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3361 loss: 2.3361 2022/08/15 19:08:54 - mmengine - INFO - Epoch(train) [117][1100/3757] lr: 1.0000e-02 eta: 1 day, 21:16:15 time: 0.3117 data_time: 0.0175 memory: 9395 grad_norm: 4.6918 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5527 loss: 2.5527 2022/08/15 19:09:22 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 19:09:25 - mmengine - INFO - Epoch(train) [117][1200/3757] lr: 1.0000e-02 eta: 1 day, 21:15:44 time: 0.3154 data_time: 0.0195 memory: 9395 grad_norm: 4.8413 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3379 loss: 2.3379 2022/08/15 19:09:57 - mmengine - INFO - Epoch(train) [117][1300/3757] lr: 1.0000e-02 eta: 1 day, 21:15:13 time: 0.3135 data_time: 0.0179 memory: 9395 grad_norm: 4.8499 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5181 loss: 2.5181 2022/08/15 19:10:28 - mmengine - INFO - Epoch(train) [117][1400/3757] lr: 1.0000e-02 eta: 1 day, 21:14:43 time: 0.3160 data_time: 0.0190 memory: 9395 grad_norm: 4.7705 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2805 loss: 2.2805 2022/08/15 19:11:00 - mmengine - INFO - Epoch(train) [117][1500/3757] lr: 1.0000e-02 eta: 1 day, 21:14:12 time: 0.3134 data_time: 0.0166 memory: 9395 grad_norm: 4.5844 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8673 loss: 1.8673 2022/08/15 19:11:31 - mmengine - INFO - Epoch(train) [117][1600/3757] lr: 1.0000e-02 eta: 1 day, 21:13:41 time: 0.3119 data_time: 0.0167 memory: 9395 grad_norm: 4.8002 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5220 loss: 2.5220 2022/08/15 19:12:03 - mmengine - INFO - Epoch(train) [117][1700/3757] lr: 1.0000e-02 eta: 1 day, 21:13:10 time: 0.3121 data_time: 0.0175 memory: 9395 grad_norm: 4.6447 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1021 loss: 2.1021 2022/08/15 19:12:34 - mmengine - INFO - Epoch(train) [117][1800/3757] lr: 1.0000e-02 eta: 1 day, 21:12:40 time: 0.3164 data_time: 0.0171 memory: 9395 grad_norm: 4.7730 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6479 loss: 2.6479 2022/08/15 19:13:06 - mmengine - INFO - Epoch(train) [117][1900/3757] lr: 1.0000e-02 eta: 1 day, 21:12:09 time: 0.3139 data_time: 0.0194 memory: 9395 grad_norm: 4.7725 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1471 loss: 2.1471 2022/08/15 19:13:37 - mmengine - INFO - Epoch(train) [117][2000/3757] lr: 1.0000e-02 eta: 1 day, 21:11:39 time: 0.3113 data_time: 0.0168 memory: 9395 grad_norm: 4.9142 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4008 loss: 2.4008 2022/08/15 19:14:09 - mmengine - INFO - Epoch(train) [117][2100/3757] lr: 1.0000e-02 eta: 1 day, 21:11:08 time: 0.3215 data_time: 0.0182 memory: 9395 grad_norm: 4.6773 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0376 loss: 2.0376 2022/08/15 19:14:36 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 19:14:40 - mmengine - INFO - Epoch(train) [117][2200/3757] lr: 1.0000e-02 eta: 1 day, 21:10:37 time: 0.3114 data_time: 0.0173 memory: 9395 grad_norm: 4.8976 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4163 loss: 2.4163 2022/08/15 19:15:11 - mmengine - INFO - Epoch(train) [117][2300/3757] lr: 1.0000e-02 eta: 1 day, 21:10:07 time: 0.3124 data_time: 0.0164 memory: 9395 grad_norm: 4.8512 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8104 loss: 1.8104 2022/08/15 19:15:43 - mmengine - INFO - Epoch(train) [117][2400/3757] lr: 1.0000e-02 eta: 1 day, 21:09:36 time: 0.3129 data_time: 0.0171 memory: 9395 grad_norm: 4.7935 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0072 loss: 2.0072 2022/08/15 19:16:14 - mmengine - INFO - Epoch(train) [117][2500/3757] lr: 1.0000e-02 eta: 1 day, 21:09:06 time: 0.3122 data_time: 0.0167 memory: 9395 grad_norm: 4.7867 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8879 loss: 1.8879 2022/08/15 19:16:46 - mmengine - INFO - Epoch(train) [117][2600/3757] lr: 1.0000e-02 eta: 1 day, 21:08:35 time: 0.3121 data_time: 0.0176 memory: 9395 grad_norm: 4.8058 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9600 loss: 1.9600 2022/08/15 19:17:17 - mmengine - INFO - Epoch(train) [117][2700/3757] lr: 1.0000e-02 eta: 1 day, 21:08:04 time: 0.3133 data_time: 0.0164 memory: 9395 grad_norm: 4.8546 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2021 loss: 2.2021 2022/08/15 19:17:49 - mmengine - INFO - Epoch(train) [117][2800/3757] lr: 1.0000e-02 eta: 1 day, 21:07:34 time: 0.3166 data_time: 0.0171 memory: 9395 grad_norm: 4.6852 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.0979 loss: 2.0979 2022/08/15 19:18:20 - mmengine - INFO - Epoch(train) [117][2900/3757] lr: 1.0000e-02 eta: 1 day, 21:07:03 time: 0.3120 data_time: 0.0181 memory: 9395 grad_norm: 4.4954 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8701 loss: 1.8701 2022/08/15 19:18:51 - mmengine - INFO - Epoch(train) [117][3000/3757] lr: 1.0000e-02 eta: 1 day, 21:06:32 time: 0.3114 data_time: 0.0169 memory: 9395 grad_norm: 4.5243 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1569 loss: 2.1569 2022/08/15 19:19:23 - mmengine - INFO - Epoch(train) [117][3100/3757] lr: 1.0000e-02 eta: 1 day, 21:06:01 time: 0.3121 data_time: 0.0165 memory: 9395 grad_norm: 4.7216 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0378 loss: 2.0378 2022/08/15 19:19:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 19:19:54 - mmengine - INFO - Epoch(train) [117][3200/3757] lr: 1.0000e-02 eta: 1 day, 21:05:31 time: 0.3121 data_time: 0.0172 memory: 9395 grad_norm: 4.7729 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.0850 loss: 2.0850 2022/08/15 19:20:26 - mmengine - INFO - Epoch(train) [117][3300/3757] lr: 1.0000e-02 eta: 1 day, 21:05:00 time: 0.3133 data_time: 0.0169 memory: 9395 grad_norm: 4.8912 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3528 loss: 2.3528 2022/08/15 19:20:57 - mmengine - INFO - Epoch(train) [117][3400/3757] lr: 1.0000e-02 eta: 1 day, 21:04:29 time: 0.3117 data_time: 0.0182 memory: 9395 grad_norm: 4.6503 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0720 loss: 2.0720 2022/08/15 19:21:28 - mmengine - INFO - Epoch(train) [117][3500/3757] lr: 1.0000e-02 eta: 1 day, 21:03:58 time: 0.3134 data_time: 0.0177 memory: 9395 grad_norm: 4.7375 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9609 loss: 1.9609 2022/08/15 19:22:00 - mmengine - INFO - Epoch(train) [117][3600/3757] lr: 1.0000e-02 eta: 1 day, 21:03:28 time: 0.3135 data_time: 0.0172 memory: 9395 grad_norm: 4.7100 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2874 loss: 2.2874 2022/08/15 19:22:31 - mmengine - INFO - Epoch(train) [117][3700/3757] lr: 1.0000e-02 eta: 1 day, 21:02:57 time: 0.3123 data_time: 0.0167 memory: 9395 grad_norm: 4.7277 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0863 loss: 2.0863 2022/08/15 19:22:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 19:22:49 - mmengine - INFO - Epoch(train) [117][3757/3757] lr: 1.0000e-02 eta: 1 day, 21:02:45 time: 0.3106 data_time: 0.0185 memory: 9395 grad_norm: 4.6142 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 2.0797 loss: 2.0797 2022/08/15 19:23:22 - mmengine - INFO - Epoch(train) [118][100/3757] lr: 1.0000e-02 eta: 1 day, 21:02:04 time: 0.3115 data_time: 0.0170 memory: 9395 grad_norm: 4.6652 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0691 loss: 2.0691 2022/08/15 19:23:53 - mmengine - INFO - Epoch(train) [118][200/3757] lr: 1.0000e-02 eta: 1 day, 21:01:34 time: 0.3129 data_time: 0.0166 memory: 9395 grad_norm: 4.8199 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2070 loss: 2.2070 2022/08/15 19:24:25 - mmengine - INFO - Epoch(train) [118][300/3757] lr: 1.0000e-02 eta: 1 day, 21:01:03 time: 0.3142 data_time: 0.0170 memory: 9395 grad_norm: 4.7606 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0062 loss: 2.0062 2022/08/15 19:24:56 - mmengine - INFO - Epoch(train) [118][400/3757] lr: 1.0000e-02 eta: 1 day, 21:00:32 time: 0.3127 data_time: 0.0179 memory: 9395 grad_norm: 4.7354 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1019 loss: 2.1019 2022/08/15 19:25:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 19:25:28 - mmengine - INFO - Epoch(train) [118][500/3757] lr: 1.0000e-02 eta: 1 day, 21:00:01 time: 0.3134 data_time: 0.0173 memory: 9395 grad_norm: 4.7653 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.2542 loss: 2.2542 2022/08/15 19:25:59 - mmengine - INFO - Epoch(train) [118][600/3757] lr: 1.0000e-02 eta: 1 day, 20:59:31 time: 0.3125 data_time: 0.0174 memory: 9395 grad_norm: 4.7288 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1602 loss: 2.1602 2022/08/15 19:26:30 - mmengine - INFO - Epoch(train) [118][700/3757] lr: 1.0000e-02 eta: 1 day, 20:59:00 time: 0.3133 data_time: 0.0180 memory: 9395 grad_norm: 4.6983 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0575 loss: 2.0575 2022/08/15 19:27:02 - mmengine - INFO - Epoch(train) [118][800/3757] lr: 1.0000e-02 eta: 1 day, 20:58:29 time: 0.3117 data_time: 0.0173 memory: 9395 grad_norm: 4.8123 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1009 loss: 2.1009 2022/08/15 19:27:33 - mmengine - INFO - Epoch(train) [118][900/3757] lr: 1.0000e-02 eta: 1 day, 20:57:59 time: 0.3126 data_time: 0.0173 memory: 9395 grad_norm: 4.7525 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2477 loss: 2.2477 2022/08/15 19:28:05 - mmengine - INFO - Epoch(train) [118][1000/3757] lr: 1.0000e-02 eta: 1 day, 20:57:28 time: 0.3118 data_time: 0.0167 memory: 9395 grad_norm: 4.8622 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1795 loss: 2.1795 2022/08/15 19:28:36 - mmengine - INFO - Epoch(train) [118][1100/3757] lr: 1.0000e-02 eta: 1 day, 20:56:57 time: 0.3120 data_time: 0.0176 memory: 9395 grad_norm: 4.6971 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2886 loss: 2.2886 2022/08/15 19:29:08 - mmengine - INFO - Epoch(train) [118][1200/3757] lr: 1.0000e-02 eta: 1 day, 20:56:27 time: 0.3172 data_time: 0.0181 memory: 9395 grad_norm: 4.7317 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8480 loss: 1.8480 2022/08/15 19:29:39 - mmengine - INFO - Epoch(train) [118][1300/3757] lr: 1.0000e-02 eta: 1 day, 20:55:56 time: 0.3128 data_time: 0.0167 memory: 9395 grad_norm: 4.7821 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1445 loss: 2.1445 2022/08/15 19:30:10 - mmengine - INFO - Epoch(train) [118][1400/3757] lr: 1.0000e-02 eta: 1 day, 20:55:25 time: 0.3140 data_time: 0.0169 memory: 9395 grad_norm: 4.9798 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4634 loss: 2.4634 2022/08/15 19:30:20 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 19:30:42 - mmengine - INFO - Epoch(train) [118][1500/3757] lr: 1.0000e-02 eta: 1 day, 20:54:55 time: 0.3118 data_time: 0.0177 memory: 9395 grad_norm: 4.7088 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2191 loss: 2.2191 2022/08/15 19:31:13 - mmengine - INFO - Epoch(train) [118][1600/3757] lr: 1.0000e-02 eta: 1 day, 20:54:24 time: 0.3126 data_time: 0.0172 memory: 9395 grad_norm: 4.6826 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3024 loss: 2.3024 2022/08/15 19:31:45 - mmengine - INFO - Epoch(train) [118][1700/3757] lr: 1.0000e-02 eta: 1 day, 20:53:53 time: 0.3107 data_time: 0.0168 memory: 9395 grad_norm: 4.8130 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3403 loss: 2.3403 2022/08/15 19:32:16 - mmengine - INFO - Epoch(train) [118][1800/3757] lr: 1.0000e-02 eta: 1 day, 20:53:22 time: 0.3127 data_time: 0.0181 memory: 9395 grad_norm: 4.8441 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8887 loss: 1.8887 2022/08/15 19:32:48 - mmengine - INFO - Epoch(train) [118][1900/3757] lr: 1.0000e-02 eta: 1 day, 20:52:52 time: 0.3180 data_time: 0.0173 memory: 9395 grad_norm: 4.7810 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9933 loss: 1.9933 2022/08/15 19:33:19 - mmengine - INFO - Epoch(train) [118][2000/3757] lr: 1.0000e-02 eta: 1 day, 20:52:21 time: 0.3131 data_time: 0.0167 memory: 9395 grad_norm: 4.7578 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2381 loss: 2.2381 2022/08/15 19:33:50 - mmengine - INFO - Epoch(train) [118][2100/3757] lr: 1.0000e-02 eta: 1 day, 20:51:50 time: 0.3159 data_time: 0.0161 memory: 9395 grad_norm: 4.7449 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0619 loss: 2.0619 2022/08/15 19:34:22 - mmengine - INFO - Epoch(train) [118][2200/3757] lr: 1.0000e-02 eta: 1 day, 20:51:20 time: 0.3131 data_time: 0.0167 memory: 9395 grad_norm: 4.7727 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1049 loss: 2.1049 2022/08/15 19:34:53 - mmengine - INFO - Epoch(train) [118][2300/3757] lr: 1.0000e-02 eta: 1 day, 20:50:49 time: 0.3119 data_time: 0.0171 memory: 9395 grad_norm: 4.7337 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3989 loss: 2.3989 2022/08/15 19:35:25 - mmengine - INFO - Epoch(train) [118][2400/3757] lr: 1.0000e-02 eta: 1 day, 20:50:19 time: 0.3117 data_time: 0.0162 memory: 9395 grad_norm: 4.7524 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8416 loss: 1.8416 2022/08/15 19:35:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 19:35:56 - mmengine - INFO - Epoch(train) [118][2500/3757] lr: 1.0000e-02 eta: 1 day, 20:49:48 time: 0.3142 data_time: 0.0176 memory: 9395 grad_norm: 4.6656 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3560 loss: 2.3560 2022/08/15 19:36:28 - mmengine - INFO - Epoch(train) [118][2600/3757] lr: 1.0000e-02 eta: 1 day, 20:49:17 time: 0.3127 data_time: 0.0188 memory: 9395 grad_norm: 4.7222 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5649 loss: 2.5649 2022/08/15 19:36:59 - mmengine - INFO - Epoch(train) [118][2700/3757] lr: 1.0000e-02 eta: 1 day, 20:48:47 time: 0.3191 data_time: 0.0182 memory: 9395 grad_norm: 4.7886 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0120 loss: 2.0120 2022/08/15 19:37:31 - mmengine - INFO - Epoch(train) [118][2800/3757] lr: 1.0000e-02 eta: 1 day, 20:48:16 time: 0.3116 data_time: 0.0173 memory: 9395 grad_norm: 4.5154 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1407 loss: 2.1407 2022/08/15 19:38:03 - mmengine - INFO - Epoch(train) [118][2900/3757] lr: 1.0000e-02 eta: 1 day, 20:47:46 time: 0.3112 data_time: 0.0172 memory: 9395 grad_norm: 4.7550 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9177 loss: 1.9177 2022/08/15 19:38:34 - mmengine - INFO - Epoch(train) [118][3000/3757] lr: 1.0000e-02 eta: 1 day, 20:47:15 time: 0.3117 data_time: 0.0170 memory: 9395 grad_norm: 4.6831 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3690 loss: 2.3690 2022/08/15 19:39:06 - mmengine - INFO - Epoch(train) [118][3100/3757] lr: 1.0000e-02 eta: 1 day, 20:46:45 time: 0.3123 data_time: 0.0169 memory: 9395 grad_norm: 4.5155 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1560 loss: 2.1560 2022/08/15 19:39:37 - mmengine - INFO - Epoch(train) [118][3200/3757] lr: 1.0000e-02 eta: 1 day, 20:46:14 time: 0.3120 data_time: 0.0188 memory: 9395 grad_norm: 4.6631 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9980 loss: 1.9980 2022/08/15 19:40:08 - mmengine - INFO - Epoch(train) [118][3300/3757] lr: 1.0000e-02 eta: 1 day, 20:45:43 time: 0.3132 data_time: 0.0167 memory: 9395 grad_norm: 4.7059 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1746 loss: 2.1746 2022/08/15 19:40:40 - mmengine - INFO - Epoch(train) [118][3400/3757] lr: 1.0000e-02 eta: 1 day, 20:45:12 time: 0.3137 data_time: 0.0178 memory: 9395 grad_norm: 4.8769 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.2338 loss: 2.2338 2022/08/15 19:40:50 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 19:41:11 - mmengine - INFO - Epoch(train) [118][3500/3757] lr: 1.0000e-02 eta: 1 day, 20:44:42 time: 0.3136 data_time: 0.0171 memory: 9395 grad_norm: 4.7141 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8958 loss: 1.8958 2022/08/15 19:41:43 - mmengine - INFO - Epoch(train) [118][3600/3757] lr: 1.0000e-02 eta: 1 day, 20:44:11 time: 0.3126 data_time: 0.0170 memory: 9395 grad_norm: 4.7549 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1928 loss: 2.1928 2022/08/15 19:42:14 - mmengine - INFO - Epoch(train) [118][3700/3757] lr: 1.0000e-02 eta: 1 day, 20:43:40 time: 0.3123 data_time: 0.0166 memory: 9395 grad_norm: 4.8489 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9782 loss: 1.9782 2022/08/15 19:42:32 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 19:42:32 - mmengine - INFO - Epoch(train) [118][3757/3757] lr: 1.0000e-02 eta: 1 day, 20:43:28 time: 0.3073 data_time: 0.0181 memory: 9395 grad_norm: 4.6346 top1_acc: 0.4286 top5_acc: 0.5714 loss_cls: 1.9412 loss: 1.9412 2022/08/15 19:43:05 - mmengine - INFO - Epoch(train) [119][100/3757] lr: 1.0000e-02 eta: 1 day, 20:42:48 time: 0.3113 data_time: 0.0176 memory: 9395 grad_norm: 4.8259 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3548 loss: 2.3548 2022/08/15 19:43:36 - mmengine - INFO - Epoch(train) [119][200/3757] lr: 1.0000e-02 eta: 1 day, 20:42:17 time: 0.3141 data_time: 0.0172 memory: 9395 grad_norm: 4.8046 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.0511 loss: 2.0511 2022/08/15 19:44:08 - mmengine - INFO - Epoch(train) [119][300/3757] lr: 1.0000e-02 eta: 1 day, 20:41:46 time: 0.3123 data_time: 0.0164 memory: 9395 grad_norm: 4.8774 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2111 loss: 2.2111 2022/08/15 19:44:39 - mmengine - INFO - Epoch(train) [119][400/3757] lr: 1.0000e-02 eta: 1 day, 20:41:16 time: 0.3129 data_time: 0.0179 memory: 9395 grad_norm: 4.7575 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1972 loss: 2.1972 2022/08/15 19:45:10 - mmengine - INFO - Epoch(train) [119][500/3757] lr: 1.0000e-02 eta: 1 day, 20:40:45 time: 0.3107 data_time: 0.0169 memory: 9395 grad_norm: 4.8077 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0201 loss: 2.0201 2022/08/15 19:45:42 - mmengine - INFO - Epoch(train) [119][600/3757] lr: 1.0000e-02 eta: 1 day, 20:40:14 time: 0.3124 data_time: 0.0182 memory: 9395 grad_norm: 4.9434 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2537 loss: 2.2537 2022/08/15 19:46:05 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 19:46:13 - mmengine - INFO - Epoch(train) [119][700/3757] lr: 1.0000e-02 eta: 1 day, 20:39:43 time: 0.3131 data_time: 0.0185 memory: 9395 grad_norm: 4.7643 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0287 loss: 2.0287 2022/08/15 19:46:45 - mmengine - INFO - Epoch(train) [119][800/3757] lr: 1.0000e-02 eta: 1 day, 20:39:13 time: 0.3116 data_time: 0.0174 memory: 9395 grad_norm: 4.8581 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0594 loss: 2.0594 2022/08/15 19:47:16 - mmengine - INFO - Epoch(train) [119][900/3757] lr: 1.0000e-02 eta: 1 day, 20:38:42 time: 0.3120 data_time: 0.0172 memory: 9395 grad_norm: 4.8270 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8050 loss: 1.8050 2022/08/15 19:47:48 - mmengine - INFO - Epoch(train) [119][1000/3757] lr: 1.0000e-02 eta: 1 day, 20:38:11 time: 0.3122 data_time: 0.0181 memory: 9395 grad_norm: 4.8189 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2920 loss: 2.2920 2022/08/15 19:48:19 - mmengine - INFO - Epoch(train) [119][1100/3757] lr: 1.0000e-02 eta: 1 day, 20:37:41 time: 0.3129 data_time: 0.0180 memory: 9395 grad_norm: 4.7582 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0310 loss: 2.0310 2022/08/15 19:48:50 - mmengine - INFO - Epoch(train) [119][1200/3757] lr: 1.0000e-02 eta: 1 day, 20:37:10 time: 0.3123 data_time: 0.0169 memory: 9395 grad_norm: 4.7023 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7541 loss: 1.7541 2022/08/15 19:49:22 - mmengine - INFO - Epoch(train) [119][1300/3757] lr: 1.0000e-02 eta: 1 day, 20:36:39 time: 0.3165 data_time: 0.0188 memory: 9395 grad_norm: 4.6454 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1672 loss: 2.1672 2022/08/15 19:49:53 - mmengine - INFO - Epoch(train) [119][1400/3757] lr: 1.0000e-02 eta: 1 day, 20:36:09 time: 0.3133 data_time: 0.0169 memory: 9395 grad_norm: 4.7429 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1768 loss: 2.1768 2022/08/15 19:50:25 - mmengine - INFO - Epoch(train) [119][1500/3757] lr: 1.0000e-02 eta: 1 day, 20:35:38 time: 0.3123 data_time: 0.0173 memory: 9395 grad_norm: 4.7501 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1814 loss: 2.1814 2022/08/15 19:50:56 - mmengine - INFO - Epoch(train) [119][1600/3757] lr: 1.0000e-02 eta: 1 day, 20:35:07 time: 0.3127 data_time: 0.0180 memory: 9395 grad_norm: 4.7221 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9838 loss: 1.9838 2022/08/15 19:51:20 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 19:51:28 - mmengine - INFO - Epoch(train) [119][1700/3757] lr: 1.0000e-02 eta: 1 day, 20:34:37 time: 0.3118 data_time: 0.0173 memory: 9395 grad_norm: 4.8131 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2272 loss: 2.2272 2022/08/15 19:51:59 - mmengine - INFO - Epoch(train) [119][1800/3757] lr: 1.0000e-02 eta: 1 day, 20:34:06 time: 0.3156 data_time: 0.0185 memory: 9395 grad_norm: 4.5823 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0435 loss: 2.0435 2022/08/15 19:52:31 - mmengine - INFO - Epoch(train) [119][1900/3757] lr: 1.0000e-02 eta: 1 day, 20:33:35 time: 0.3120 data_time: 0.0173 memory: 9395 grad_norm: 4.8923 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2072 loss: 2.2072 2022/08/15 19:53:02 - mmengine - INFO - Epoch(train) [119][2000/3757] lr: 1.0000e-02 eta: 1 day, 20:33:05 time: 0.3131 data_time: 0.0178 memory: 9395 grad_norm: 4.8203 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0285 loss: 2.0285 2022/08/15 19:53:33 - mmengine - INFO - Epoch(train) [119][2100/3757] lr: 1.0000e-02 eta: 1 day, 20:32:34 time: 0.3127 data_time: 0.0172 memory: 9395 grad_norm: 4.7755 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3836 loss: 2.3836 2022/08/15 19:54:05 - mmengine - INFO - Epoch(train) [119][2200/3757] lr: 1.0000e-02 eta: 1 day, 20:32:03 time: 0.3120 data_time: 0.0170 memory: 9395 grad_norm: 4.7071 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8569 loss: 1.8569 2022/08/15 19:54:36 - mmengine - INFO - Epoch(train) [119][2300/3757] lr: 1.0000e-02 eta: 1 day, 20:31:32 time: 0.3124 data_time: 0.0162 memory: 9395 grad_norm: 4.9299 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8393 loss: 1.8393 2022/08/15 19:55:08 - mmengine - INFO - Epoch(train) [119][2400/3757] lr: 1.0000e-02 eta: 1 day, 20:31:02 time: 0.3127 data_time: 0.0178 memory: 9395 grad_norm: 4.7722 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2520 loss: 2.2520 2022/08/15 19:55:39 - mmengine - INFO - Epoch(train) [119][2500/3757] lr: 1.0000e-02 eta: 1 day, 20:30:31 time: 0.3161 data_time: 0.0183 memory: 9395 grad_norm: 4.7898 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9290 loss: 1.9290 2022/08/15 19:56:11 - mmengine - INFO - Epoch(train) [119][2600/3757] lr: 1.0000e-02 eta: 1 day, 20:30:00 time: 0.3127 data_time: 0.0170 memory: 9395 grad_norm: 4.7277 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1227 loss: 2.1227 2022/08/15 19:56:34 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 19:56:42 - mmengine - INFO - Epoch(train) [119][2700/3757] lr: 1.0000e-02 eta: 1 day, 20:29:30 time: 0.3140 data_time: 0.0175 memory: 9395 grad_norm: 4.8078 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0393 loss: 2.0393 2022/08/15 19:57:13 - mmengine - INFO - Epoch(train) [119][2800/3757] lr: 1.0000e-02 eta: 1 day, 20:28:59 time: 0.3134 data_time: 0.0175 memory: 9395 grad_norm: 4.8856 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2458 loss: 2.2458 2022/08/15 19:57:45 - mmengine - INFO - Epoch(train) [119][2900/3757] lr: 1.0000e-02 eta: 1 day, 20:28:28 time: 0.3123 data_time: 0.0175 memory: 9395 grad_norm: 4.8854 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2350 loss: 2.2350 2022/08/15 19:58:16 - mmengine - INFO - Epoch(train) [119][3000/3757] lr: 1.0000e-02 eta: 1 day, 20:27:58 time: 0.3117 data_time: 0.0159 memory: 9395 grad_norm: 4.8754 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1548 loss: 2.1548 2022/08/15 19:58:48 - mmengine - INFO - Epoch(train) [119][3100/3757] lr: 1.0000e-02 eta: 1 day, 20:27:27 time: 0.3120 data_time: 0.0176 memory: 9395 grad_norm: 4.7977 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8277 loss: 1.8277 2022/08/15 19:59:19 - mmengine - INFO - Epoch(train) [119][3200/3757] lr: 1.0000e-02 eta: 1 day, 20:26:56 time: 0.3143 data_time: 0.0173 memory: 9395 grad_norm: 4.9061 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2982 loss: 2.2982 2022/08/15 19:59:51 - mmengine - INFO - Epoch(train) [119][3300/3757] lr: 1.0000e-02 eta: 1 day, 20:26:26 time: 0.3124 data_time: 0.0173 memory: 9395 grad_norm: 4.7137 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3991 loss: 2.3991 2022/08/15 20:00:22 - mmengine - INFO - Epoch(train) [119][3400/3757] lr: 1.0000e-02 eta: 1 day, 20:25:55 time: 0.3140 data_time: 0.0177 memory: 9395 grad_norm: 4.8426 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1577 loss: 2.1577 2022/08/15 20:00:54 - mmengine - INFO - Epoch(train) [119][3500/3757] lr: 1.0000e-02 eta: 1 day, 20:25:24 time: 0.3134 data_time: 0.0168 memory: 9395 grad_norm: 4.6421 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2641 loss: 2.2641 2022/08/15 20:01:25 - mmengine - INFO - Epoch(train) [119][3600/3757] lr: 1.0000e-02 eta: 1 day, 20:24:54 time: 0.3119 data_time: 0.0166 memory: 9395 grad_norm: 4.7716 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1273 loss: 2.1273 2022/08/15 20:01:48 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 20:01:56 - mmengine - INFO - Epoch(train) [119][3700/3757] lr: 1.0000e-02 eta: 1 day, 20:24:23 time: 0.3124 data_time: 0.0174 memory: 9395 grad_norm: 4.6286 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9913 loss: 1.9913 2022/08/15 20:02:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 20:02:14 - mmengine - INFO - Epoch(train) [119][3757/3757] lr: 1.0000e-02 eta: 1 day, 20:24:11 time: 0.3065 data_time: 0.0172 memory: 9395 grad_norm: 4.9385 top1_acc: 0.5714 top5_acc: 0.5714 loss_cls: 2.0264 loss: 2.0264 2022/08/15 20:02:47 - mmengine - INFO - Epoch(train) [120][100/3757] lr: 1.0000e-02 eta: 1 day, 20:23:30 time: 0.3120 data_time: 0.0166 memory: 9395 grad_norm: 4.8734 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1990 loss: 2.1990 2022/08/15 20:03:19 - mmengine - INFO - Epoch(train) [120][200/3757] lr: 1.0000e-02 eta: 1 day, 20:22:59 time: 0.3114 data_time: 0.0186 memory: 9395 grad_norm: 4.6842 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.7690 loss: 1.7690 2022/08/15 20:03:50 - mmengine - INFO - Epoch(train) [120][300/3757] lr: 1.0000e-02 eta: 1 day, 20:22:29 time: 0.3143 data_time: 0.0177 memory: 9395 grad_norm: 4.7840 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1194 loss: 2.1194 2022/08/15 20:04:21 - mmengine - INFO - Epoch(train) [120][400/3757] lr: 1.0000e-02 eta: 1 day, 20:21:58 time: 0.3125 data_time: 0.0179 memory: 9395 grad_norm: 4.9007 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2965 loss: 2.2965 2022/08/15 20:04:53 - mmengine - INFO - Epoch(train) [120][500/3757] lr: 1.0000e-02 eta: 1 day, 20:21:27 time: 0.3118 data_time: 0.0172 memory: 9395 grad_norm: 4.7182 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 1.9200 loss: 1.9200 2022/08/15 20:05:24 - mmengine - INFO - Epoch(train) [120][600/3757] lr: 1.0000e-02 eta: 1 day, 20:20:57 time: 0.3185 data_time: 0.0180 memory: 9395 grad_norm: 4.7999 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.1556 loss: 2.1556 2022/08/15 20:05:56 - mmengine - INFO - Epoch(train) [120][700/3757] lr: 1.0000e-02 eta: 1 day, 20:20:26 time: 0.3122 data_time: 0.0153 memory: 9395 grad_norm: 4.7255 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0674 loss: 2.0674 2022/08/15 20:06:27 - mmengine - INFO - Epoch(train) [120][800/3757] lr: 1.0000e-02 eta: 1 day, 20:19:55 time: 0.3113 data_time: 0.0169 memory: 9395 grad_norm: 4.7809 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0780 loss: 2.0780 2022/08/15 20:06:59 - mmengine - INFO - Epoch(train) [120][900/3757] lr: 1.0000e-02 eta: 1 day, 20:19:24 time: 0.3129 data_time: 0.0170 memory: 9395 grad_norm: 4.8160 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3747 loss: 2.3747 2022/08/15 20:07:04 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 20:07:30 - mmengine - INFO - Epoch(train) [120][1000/3757] lr: 1.0000e-02 eta: 1 day, 20:18:54 time: 0.3143 data_time: 0.0201 memory: 9395 grad_norm: 4.7944 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2485 loss: 2.2485 2022/08/15 20:08:01 - mmengine - INFO - Epoch(train) [120][1100/3757] lr: 1.0000e-02 eta: 1 day, 20:18:23 time: 0.3128 data_time: 0.0178 memory: 9395 grad_norm: 4.7030 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7698 loss: 1.7698 2022/08/15 20:08:33 - mmengine - INFO - Epoch(train) [120][1200/3757] lr: 1.0000e-02 eta: 1 day, 20:17:52 time: 0.3154 data_time: 0.0192 memory: 9395 grad_norm: 4.7821 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9076 loss: 1.9076 2022/08/15 20:09:04 - mmengine - INFO - Epoch(train) [120][1300/3757] lr: 1.0000e-02 eta: 1 day, 20:17:22 time: 0.3114 data_time: 0.0169 memory: 9395 grad_norm: 4.7407 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9772 loss: 1.9772 2022/08/15 20:09:36 - mmengine - INFO - Epoch(train) [120][1400/3757] lr: 1.0000e-02 eta: 1 day, 20:16:51 time: 0.3124 data_time: 0.0166 memory: 9395 grad_norm: 4.7640 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9314 loss: 1.9314 2022/08/15 20:10:07 - mmengine - INFO - Epoch(train) [120][1500/3757] lr: 1.0000e-02 eta: 1 day, 20:16:20 time: 0.3118 data_time: 0.0168 memory: 9395 grad_norm: 4.7636 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3476 loss: 2.3476 2022/08/15 20:10:39 - mmengine - INFO - Epoch(train) [120][1600/3757] lr: 1.0000e-02 eta: 1 day, 20:15:50 time: 0.3117 data_time: 0.0183 memory: 9395 grad_norm: 4.8742 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3084 loss: 2.3084 2022/08/15 20:11:10 - mmengine - INFO - Epoch(train) [120][1700/3757] lr: 1.0000e-02 eta: 1 day, 20:15:19 time: 0.3127 data_time: 0.0184 memory: 9395 grad_norm: 4.7749 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2082 loss: 2.2082 2022/08/15 20:11:42 - mmengine - INFO - Epoch(train) [120][1800/3757] lr: 1.0000e-02 eta: 1 day, 20:14:48 time: 0.3118 data_time: 0.0175 memory: 9395 grad_norm: 4.8178 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 1.9861 loss: 1.9861 2022/08/15 20:12:13 - mmengine - INFO - Epoch(train) [120][1900/3757] lr: 1.0000e-02 eta: 1 day, 20:14:18 time: 0.3153 data_time: 0.0167 memory: 9395 grad_norm: 4.7158 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0701 loss: 2.0701 2022/08/15 20:12:18 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 20:12:44 - mmengine - INFO - Epoch(train) [120][2000/3757] lr: 1.0000e-02 eta: 1 day, 20:13:47 time: 0.3116 data_time: 0.0167 memory: 9395 grad_norm: 4.8408 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1705 loss: 2.1705 2022/08/15 20:13:16 - mmengine - INFO - Epoch(train) [120][2100/3757] lr: 1.0000e-02 eta: 1 day, 20:13:16 time: 0.3125 data_time: 0.0166 memory: 9395 grad_norm: 4.9435 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0416 loss: 2.0416 2022/08/15 20:13:47 - mmengine - INFO - Epoch(train) [120][2200/3757] lr: 1.0000e-02 eta: 1 day, 20:12:46 time: 0.3126 data_time: 0.0174 memory: 9395 grad_norm: 4.8369 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8999 loss: 1.8999 2022/08/15 20:14:19 - mmengine - INFO - Epoch(train) [120][2300/3757] lr: 1.0000e-02 eta: 1 day, 20:12:15 time: 0.3134 data_time: 0.0183 memory: 9395 grad_norm: 4.7049 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1284 loss: 2.1284 2022/08/15 20:14:50 - mmengine - INFO - Epoch(train) [120][2400/3757] lr: 1.0000e-02 eta: 1 day, 20:11:44 time: 0.3136 data_time: 0.0179 memory: 9395 grad_norm: 4.8112 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4028 loss: 2.4028 2022/08/15 20:15:22 - mmengine - INFO - Epoch(train) [120][2500/3757] lr: 1.0000e-02 eta: 1 day, 20:11:14 time: 0.3132 data_time: 0.0181 memory: 9395 grad_norm: 4.6764 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2169 loss: 2.2169 2022/08/15 20:15:53 - mmengine - INFO - Epoch(train) [120][2600/3757] lr: 1.0000e-02 eta: 1 day, 20:10:43 time: 0.3115 data_time: 0.0168 memory: 9395 grad_norm: 4.8309 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0369 loss: 2.0369 2022/08/15 20:16:25 - mmengine - INFO - Epoch(train) [120][2700/3757] lr: 1.0000e-02 eta: 1 day, 20:10:12 time: 0.3124 data_time: 0.0179 memory: 9395 grad_norm: 4.8912 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1849 loss: 2.1849 2022/08/15 20:16:56 - mmengine - INFO - Epoch(train) [120][2800/3757] lr: 1.0000e-02 eta: 1 day, 20:09:41 time: 0.3119 data_time: 0.0170 memory: 9395 grad_norm: 4.9599 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8982 loss: 1.8982 2022/08/15 20:17:28 - mmengine - INFO - Epoch(train) [120][2900/3757] lr: 1.0000e-02 eta: 1 day, 20:09:11 time: 0.3117 data_time: 0.0176 memory: 9395 grad_norm: 4.7735 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2773 loss: 2.2773 2022/08/15 20:17:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 20:17:59 - mmengine - INFO - Epoch(train) [120][3000/3757] lr: 1.0000e-02 eta: 1 day, 20:08:40 time: 0.3125 data_time: 0.0166 memory: 9395 grad_norm: 4.7821 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1066 loss: 2.1066 2022/08/15 20:18:30 - mmengine - INFO - Epoch(train) [120][3100/3757] lr: 1.0000e-02 eta: 1 day, 20:08:09 time: 0.3111 data_time: 0.0171 memory: 9395 grad_norm: 4.7433 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1113 loss: 2.1113 2022/08/15 20:19:02 - mmengine - INFO - Epoch(train) [120][3200/3757] lr: 1.0000e-02 eta: 1 day, 20:07:39 time: 0.3165 data_time: 0.0171 memory: 9395 grad_norm: 4.6677 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2250 loss: 2.2250 2022/08/15 20:19:33 - mmengine - INFO - Epoch(train) [120][3300/3757] lr: 1.0000e-02 eta: 1 day, 20:07:08 time: 0.3137 data_time: 0.0168 memory: 9395 grad_norm: 4.7785 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.2447 loss: 2.2447 2022/08/15 20:20:05 - mmengine - INFO - Epoch(train) [120][3400/3757] lr: 1.0000e-02 eta: 1 day, 20:06:37 time: 0.3136 data_time: 0.0191 memory: 9395 grad_norm: 4.9490 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2003 loss: 2.2003 2022/08/15 20:20:36 - mmengine - INFO - Epoch(train) [120][3500/3757] lr: 1.0000e-02 eta: 1 day, 20:06:07 time: 0.3101 data_time: 0.0169 memory: 9395 grad_norm: 4.8695 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3836 loss: 2.3836 2022/08/15 20:21:07 - mmengine - INFO - Epoch(train) [120][3600/3757] lr: 1.0000e-02 eta: 1 day, 20:05:36 time: 0.3114 data_time: 0.0168 memory: 9395 grad_norm: 4.7540 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1223 loss: 2.1223 2022/08/15 20:21:39 - mmengine - INFO - Epoch(train) [120][3700/3757] lr: 1.0000e-02 eta: 1 day, 20:05:05 time: 0.3127 data_time: 0.0175 memory: 9395 grad_norm: 4.9715 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2709 loss: 2.2709 2022/08/15 20:21:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 20:21:57 - mmengine - INFO - Epoch(train) [120][3757/3757] lr: 1.0000e-02 eta: 1 day, 20:04:53 time: 0.3062 data_time: 0.0180 memory: 9395 grad_norm: 4.8927 top1_acc: 0.4286 top5_acc: 0.8571 loss_cls: 2.0050 loss: 2.0050 2022/08/15 20:21:57 - mmengine - INFO - Saving checkpoint at 120 epochs 2022/08/15 20:22:16 - mmengine - INFO - Epoch(val) [120][100/310] eta: 0:00:35 time: 0.1673 data_time: 0.0661 memory: 1523 2022/08/15 20:22:34 - mmengine - INFO - Epoch(val) [120][200/310] eta: 0:00:16 time: 0.1542 data_time: 0.0563 memory: 1523 2022/08/15 20:22:50 - mmengine - INFO - Epoch(val) [120][300/310] eta: 0:00:01 time: 0.1599 data_time: 0.0639 memory: 1523 2022/08/15 20:22:53 - mmengine - INFO - Epoch(val) [120][310/310] acc/top1: 0.5757 acc/top5: 0.8179 acc/mean1: 0.5757 2022/08/15 20:23:26 - mmengine - INFO - Epoch(train) [121][100/3757] lr: 1.0000e-02 eta: 1 day, 20:04:13 time: 0.3137 data_time: 0.0171 memory: 9395 grad_norm: 4.8237 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1465 loss: 2.1465 2022/08/15 20:23:45 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 20:23:57 - mmengine - INFO - Epoch(train) [121][200/3757] lr: 1.0000e-02 eta: 1 day, 20:03:42 time: 0.3113 data_time: 0.0166 memory: 9395 grad_norm: 4.7849 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0344 loss: 2.0344 2022/08/15 20:24:29 - mmengine - INFO - Epoch(train) [121][300/3757] lr: 1.0000e-02 eta: 1 day, 20:03:11 time: 0.3129 data_time: 0.0181 memory: 9395 grad_norm: 4.7518 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7675 loss: 1.7675 2022/08/15 20:25:00 - mmengine - INFO - Epoch(train) [121][400/3757] lr: 1.0000e-02 eta: 1 day, 20:02:40 time: 0.3123 data_time: 0.0167 memory: 9395 grad_norm: 4.8863 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.1432 loss: 2.1432 2022/08/15 20:25:32 - mmengine - INFO - Epoch(train) [121][500/3757] lr: 1.0000e-02 eta: 1 day, 20:02:10 time: 0.3132 data_time: 0.0187 memory: 9395 grad_norm: 4.8430 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.3064 loss: 2.3064 2022/08/15 20:26:03 - mmengine - INFO - Epoch(train) [121][600/3757] lr: 1.0000e-02 eta: 1 day, 20:01:39 time: 0.3136 data_time: 0.0174 memory: 9395 grad_norm: 5.0106 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2306 loss: 2.2306 2022/08/15 20:26:34 - mmengine - INFO - Epoch(train) [121][700/3757] lr: 1.0000e-02 eta: 1 day, 20:01:08 time: 0.3134 data_time: 0.0176 memory: 9395 grad_norm: 4.7802 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1474 loss: 2.1474 2022/08/15 20:27:06 - mmengine - INFO - Epoch(train) [121][800/3757] lr: 1.0000e-02 eta: 1 day, 20:00:38 time: 0.3229 data_time: 0.0179 memory: 9395 grad_norm: 4.6688 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2518 loss: 2.2518 2022/08/15 20:27:37 - mmengine - INFO - Epoch(train) [121][900/3757] lr: 1.0000e-02 eta: 1 day, 20:00:07 time: 0.3111 data_time: 0.0170 memory: 9395 grad_norm: 4.8899 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9248 loss: 1.9248 2022/08/15 20:28:09 - mmengine - INFO - Epoch(train) [121][1000/3757] lr: 1.0000e-02 eta: 1 day, 19:59:36 time: 0.3113 data_time: 0.0175 memory: 9395 grad_norm: 4.8139 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8439 loss: 1.8439 2022/08/15 20:28:40 - mmengine - INFO - Epoch(train) [121][1100/3757] lr: 1.0000e-02 eta: 1 day, 19:59:05 time: 0.3118 data_time: 0.0169 memory: 9395 grad_norm: 4.9628 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1809 loss: 2.1809 2022/08/15 20:28:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 20:29:12 - mmengine - INFO - Epoch(train) [121][1200/3757] lr: 1.0000e-02 eta: 1 day, 19:58:35 time: 0.3120 data_time: 0.0174 memory: 9395 grad_norm: 4.7243 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9051 loss: 1.9051 2022/08/15 20:29:43 - mmengine - INFO - Epoch(train) [121][1300/3757] lr: 1.0000e-02 eta: 1 day, 19:58:04 time: 0.3166 data_time: 0.0191 memory: 9395 grad_norm: 4.8476 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1203 loss: 2.1203 2022/08/15 20:30:15 - mmengine - INFO - Epoch(train) [121][1400/3757] lr: 1.0000e-02 eta: 1 day, 19:57:33 time: 0.3152 data_time: 0.0185 memory: 9395 grad_norm: 4.7507 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1468 loss: 2.1468 2022/08/15 20:30:46 - mmengine - INFO - Epoch(train) [121][1500/3757] lr: 1.0000e-02 eta: 1 day, 19:57:03 time: 0.3121 data_time: 0.0168 memory: 9395 grad_norm: 4.8205 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9532 loss: 1.9532 2022/08/15 20:31:18 - mmengine - INFO - Epoch(train) [121][1600/3757] lr: 1.0000e-02 eta: 1 day, 19:56:32 time: 0.3112 data_time: 0.0173 memory: 9395 grad_norm: 4.8099 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1660 loss: 2.1660 2022/08/15 20:31:49 - mmengine - INFO - Epoch(train) [121][1700/3757] lr: 1.0000e-02 eta: 1 day, 19:56:01 time: 0.3113 data_time: 0.0178 memory: 9395 grad_norm: 4.9419 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3094 loss: 2.3094 2022/08/15 20:32:21 - mmengine - INFO - Epoch(train) [121][1800/3757] lr: 1.0000e-02 eta: 1 day, 19:55:31 time: 0.3120 data_time: 0.0172 memory: 9395 grad_norm: 4.8190 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1853 loss: 2.1853 2022/08/15 20:32:52 - mmengine - INFO - Epoch(train) [121][1900/3757] lr: 1.0000e-02 eta: 1 day, 19:55:00 time: 0.3157 data_time: 0.0187 memory: 9395 grad_norm: 4.8360 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2409 loss: 2.2409 2022/08/15 20:33:23 - mmengine - INFO - Epoch(train) [121][2000/3757] lr: 1.0000e-02 eta: 1 day, 19:54:29 time: 0.3116 data_time: 0.0168 memory: 9395 grad_norm: 4.7374 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0818 loss: 2.0818 2022/08/15 20:33:55 - mmengine - INFO - Epoch(train) [121][2100/3757] lr: 1.0000e-02 eta: 1 day, 19:53:58 time: 0.3127 data_time: 0.0180 memory: 9395 grad_norm: 4.9699 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4325 loss: 2.4325 2022/08/15 20:34:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 20:34:26 - mmengine - INFO - Epoch(train) [121][2200/3757] lr: 1.0000e-02 eta: 1 day, 19:53:28 time: 0.3127 data_time: 0.0165 memory: 9395 grad_norm: 4.6990 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0544 loss: 2.0544 2022/08/15 20:34:58 - mmengine - INFO - Epoch(train) [121][2300/3757] lr: 1.0000e-02 eta: 1 day, 19:52:57 time: 0.3136 data_time: 0.0197 memory: 9395 grad_norm: 4.8504 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0166 loss: 2.0166 2022/08/15 20:35:29 - mmengine - INFO - Epoch(train) [121][2400/3757] lr: 1.0000e-02 eta: 1 day, 19:52:26 time: 0.3111 data_time: 0.0160 memory: 9395 grad_norm: 4.6749 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9625 loss: 1.9625 2022/08/15 20:36:00 - mmengine - INFO - Epoch(train) [121][2500/3757] lr: 1.0000e-02 eta: 1 day, 19:51:55 time: 0.3114 data_time: 0.0171 memory: 9395 grad_norm: 4.8101 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3136 loss: 2.3136 2022/08/15 20:36:32 - mmengine - INFO - Epoch(train) [121][2600/3757] lr: 1.0000e-02 eta: 1 day, 19:51:25 time: 0.3127 data_time: 0.0188 memory: 9395 grad_norm: 4.7737 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0975 loss: 2.0975 2022/08/15 20:37:03 - mmengine - INFO - Epoch(train) [121][2700/3757] lr: 1.0000e-02 eta: 1 day, 19:50:54 time: 0.3157 data_time: 0.0171 memory: 9395 grad_norm: 4.8462 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2776 loss: 2.2776 2022/08/15 20:37:35 - mmengine - INFO - Epoch(train) [121][2800/3757] lr: 1.0000e-02 eta: 1 day, 19:50:23 time: 0.3154 data_time: 0.0176 memory: 9395 grad_norm: 4.7644 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3271 loss: 2.3271 2022/08/15 20:38:06 - mmengine - INFO - Epoch(train) [121][2900/3757] lr: 1.0000e-02 eta: 1 day, 19:49:53 time: 0.3124 data_time: 0.0171 memory: 9395 grad_norm: 4.8473 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1370 loss: 2.1370 2022/08/15 20:38:38 - mmengine - INFO - Epoch(train) [121][3000/3757] lr: 1.0000e-02 eta: 1 day, 19:49:22 time: 0.3147 data_time: 0.0172 memory: 9395 grad_norm: 4.8537 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0413 loss: 2.0413 2022/08/15 20:39:09 - mmengine - INFO - Epoch(train) [121][3100/3757] lr: 1.0000e-02 eta: 1 day, 19:48:51 time: 0.3114 data_time: 0.0172 memory: 9395 grad_norm: 4.9402 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1732 loss: 2.1732 2022/08/15 20:39:28 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 20:39:40 - mmengine - INFO - Epoch(train) [121][3200/3757] lr: 1.0000e-02 eta: 1 day, 19:48:20 time: 0.3127 data_time: 0.0176 memory: 9395 grad_norm: 4.6854 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3004 loss: 2.3004 2022/08/15 20:40:12 - mmengine - INFO - Epoch(train) [121][3300/3757] lr: 1.0000e-02 eta: 1 day, 19:47:50 time: 0.3114 data_time: 0.0162 memory: 9395 grad_norm: 4.7176 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2425 loss: 2.2425 2022/08/15 20:40:43 - mmengine - INFO - Epoch(train) [121][3400/3757] lr: 1.0000e-02 eta: 1 day, 19:47:19 time: 0.3132 data_time: 0.0193 memory: 9395 grad_norm: 4.7719 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2976 loss: 2.2976 2022/08/15 20:41:15 - mmengine - INFO - Epoch(train) [121][3500/3757] lr: 1.0000e-02 eta: 1 day, 19:46:48 time: 0.3137 data_time: 0.0186 memory: 9395 grad_norm: 4.9676 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0869 loss: 2.0869 2022/08/15 20:41:46 - mmengine - INFO - Epoch(train) [121][3600/3757] lr: 1.0000e-02 eta: 1 day, 19:46:17 time: 0.3118 data_time: 0.0174 memory: 9395 grad_norm: 4.8413 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4189 loss: 2.4189 2022/08/15 20:42:17 - mmengine - INFO - Epoch(train) [121][3700/3757] lr: 1.0000e-02 eta: 1 day, 19:45:47 time: 0.3129 data_time: 0.0167 memory: 9395 grad_norm: 4.7216 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3359 loss: 2.3359 2022/08/15 20:42:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 20:42:35 - mmengine - INFO - Epoch(train) [121][3757/3757] lr: 1.0000e-02 eta: 1 day, 19:45:35 time: 0.3079 data_time: 0.0186 memory: 9395 grad_norm: 4.7119 top1_acc: 0.4286 top5_acc: 0.8571 loss_cls: 2.2209 loss: 2.2209 2022/08/15 20:43:08 - mmengine - INFO - Epoch(train) [122][100/3757] lr: 1.0000e-02 eta: 1 day, 19:44:54 time: 0.3128 data_time: 0.0165 memory: 9395 grad_norm: 4.7816 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9934 loss: 1.9934 2022/08/15 20:43:40 - mmengine - INFO - Epoch(train) [122][200/3757] lr: 1.0000e-02 eta: 1 day, 19:44:24 time: 0.3119 data_time: 0.0170 memory: 9395 grad_norm: 4.7740 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0338 loss: 2.0338 2022/08/15 20:44:11 - mmengine - INFO - Epoch(train) [122][300/3757] lr: 1.0000e-02 eta: 1 day, 19:43:53 time: 0.3124 data_time: 0.0162 memory: 9395 grad_norm: 4.9085 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1630 loss: 2.1630 2022/08/15 20:44:43 - mmengine - INFO - Epoch(train) [122][400/3757] lr: 1.0000e-02 eta: 1 day, 19:43:22 time: 0.3121 data_time: 0.0178 memory: 9395 grad_norm: 4.8203 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.3555 loss: 2.3555 2022/08/15 20:44:44 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 20:45:14 - mmengine - INFO - Epoch(train) [122][500/3757] lr: 1.0000e-02 eta: 1 day, 19:42:52 time: 0.3130 data_time: 0.0185 memory: 9395 grad_norm: 4.8683 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1659 loss: 2.1659 2022/08/15 20:45:46 - mmengine - INFO - Epoch(train) [122][600/3757] lr: 1.0000e-02 eta: 1 day, 19:42:21 time: 0.3114 data_time: 0.0173 memory: 9395 grad_norm: 4.7570 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.7803 loss: 1.7803 2022/08/15 20:46:17 - mmengine - INFO - Epoch(train) [122][700/3757] lr: 1.0000e-02 eta: 1 day, 19:41:50 time: 0.3164 data_time: 0.0178 memory: 9395 grad_norm: 4.7771 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.5148 loss: 2.5148 2022/08/15 20:46:48 - mmengine - INFO - Epoch(train) [122][800/3757] lr: 1.0000e-02 eta: 1 day, 19:41:19 time: 0.3130 data_time: 0.0175 memory: 9395 grad_norm: 4.8773 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1657 loss: 2.1657 2022/08/15 20:47:20 - mmengine - INFO - Epoch(train) [122][900/3757] lr: 1.0000e-02 eta: 1 day, 19:40:49 time: 0.3127 data_time: 0.0168 memory: 9395 grad_norm: 4.9710 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2867 loss: 2.2867 2022/08/15 20:47:51 - mmengine - INFO - Epoch(train) [122][1000/3757] lr: 1.0000e-02 eta: 1 day, 19:40:18 time: 0.3123 data_time: 0.0168 memory: 9395 grad_norm: 4.9105 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1381 loss: 2.1381 2022/08/15 20:48:23 - mmengine - INFO - Epoch(train) [122][1100/3757] lr: 1.0000e-02 eta: 1 day, 19:39:47 time: 0.3130 data_time: 0.0171 memory: 9395 grad_norm: 4.9058 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3305 loss: 2.3305 2022/08/15 20:48:54 - mmengine - INFO - Epoch(train) [122][1200/3757] lr: 1.0000e-02 eta: 1 day, 19:39:17 time: 0.3135 data_time: 0.0162 memory: 9395 grad_norm: 4.9125 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2550 loss: 2.2550 2022/08/15 20:49:26 - mmengine - INFO - Epoch(train) [122][1300/3757] lr: 1.0000e-02 eta: 1 day, 19:38:46 time: 0.3117 data_time: 0.0181 memory: 9395 grad_norm: 4.8893 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2028 loss: 2.2028 2022/08/15 20:49:57 - mmengine - INFO - Epoch(train) [122][1400/3757] lr: 1.0000e-02 eta: 1 day, 19:38:15 time: 0.3156 data_time: 0.0185 memory: 9395 grad_norm: 4.7432 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3106 loss: 2.3106 2022/08/15 20:49:58 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 20:50:28 - mmengine - INFO - Epoch(train) [122][1500/3757] lr: 1.0000e-02 eta: 1 day, 19:37:44 time: 0.3141 data_time: 0.0172 memory: 9395 grad_norm: 4.7825 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1189 loss: 2.1189 2022/08/15 20:51:00 - mmengine - INFO - Epoch(train) [122][1600/3757] lr: 1.0000e-02 eta: 1 day, 19:37:14 time: 0.3116 data_time: 0.0173 memory: 9395 grad_norm: 4.7131 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2381 loss: 2.2381 2022/08/15 20:51:31 - mmengine - INFO - Epoch(train) [122][1700/3757] lr: 1.0000e-02 eta: 1 day, 19:36:43 time: 0.3122 data_time: 0.0178 memory: 9395 grad_norm: 4.9435 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9546 loss: 1.9546 2022/08/15 20:52:03 - mmengine - INFO - Epoch(train) [122][1800/3757] lr: 1.0000e-02 eta: 1 day, 19:36:12 time: 0.3115 data_time: 0.0175 memory: 9395 grad_norm: 4.7899 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9608 loss: 1.9608 2022/08/15 20:52:34 - mmengine - INFO - Epoch(train) [122][1900/3757] lr: 1.0000e-02 eta: 1 day, 19:35:42 time: 0.3124 data_time: 0.0173 memory: 9395 grad_norm: 4.7812 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1453 loss: 2.1453 2022/08/15 20:53:06 - mmengine - INFO - Epoch(train) [122][2000/3757] lr: 1.0000e-02 eta: 1 day, 19:35:11 time: 0.3118 data_time: 0.0165 memory: 9395 grad_norm: 4.8722 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1149 loss: 2.1149 2022/08/15 20:53:37 - mmengine - INFO - Epoch(train) [122][2100/3757] lr: 1.0000e-02 eta: 1 day, 19:34:40 time: 0.3173 data_time: 0.0177 memory: 9395 grad_norm: 4.9580 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3466 loss: 2.3466 2022/08/15 20:54:09 - mmengine - INFO - Epoch(train) [122][2200/3757] lr: 1.0000e-02 eta: 1 day, 19:34:09 time: 0.3120 data_time: 0.0166 memory: 9395 grad_norm: 4.9178 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1428 loss: 2.1428 2022/08/15 20:54:40 - mmengine - INFO - Epoch(train) [122][2300/3757] lr: 1.0000e-02 eta: 1 day, 19:33:39 time: 0.3114 data_time: 0.0172 memory: 9395 grad_norm: 4.9100 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2346 loss: 2.2346 2022/08/15 20:55:12 - mmengine - INFO - Epoch(train) [122][2400/3757] lr: 1.0000e-02 eta: 1 day, 19:33:08 time: 0.3114 data_time: 0.0179 memory: 9395 grad_norm: 4.8934 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2805 loss: 2.2805 2022/08/15 20:55:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 20:55:43 - mmengine - INFO - Epoch(train) [122][2500/3757] lr: 1.0000e-02 eta: 1 day, 19:32:37 time: 0.3130 data_time: 0.0165 memory: 9395 grad_norm: 4.7531 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2215 loss: 2.2215 2022/08/15 20:56:14 - mmengine - INFO - Epoch(train) [122][2600/3757] lr: 1.0000e-02 eta: 1 day, 19:32:07 time: 0.3133 data_time: 0.0185 memory: 9395 grad_norm: 4.7647 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9561 loss: 1.9561 2022/08/15 20:56:46 - mmengine - INFO - Epoch(train) [122][2700/3757] lr: 1.0000e-02 eta: 1 day, 19:31:36 time: 0.3137 data_time: 0.0178 memory: 9395 grad_norm: 4.8098 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0078 loss: 2.0078 2022/08/15 20:57:18 - mmengine - INFO - Epoch(train) [122][2800/3757] lr: 1.0000e-02 eta: 1 day, 19:31:06 time: 0.3126 data_time: 0.0186 memory: 9395 grad_norm: 4.8323 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4245 loss: 2.4245 2022/08/15 20:57:49 - mmengine - INFO - Epoch(train) [122][2900/3757] lr: 1.0000e-02 eta: 1 day, 19:30:35 time: 0.3182 data_time: 0.0172 memory: 9395 grad_norm: 5.0317 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4739 loss: 2.4739 2022/08/15 20:58:21 - mmengine - INFO - Epoch(train) [122][3000/3757] lr: 1.0000e-02 eta: 1 day, 19:30:04 time: 0.3126 data_time: 0.0160 memory: 9395 grad_norm: 4.8404 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0337 loss: 2.0337 2022/08/15 20:58:52 - mmengine - INFO - Epoch(train) [122][3100/3757] lr: 1.0000e-02 eta: 1 day, 19:29:33 time: 0.3114 data_time: 0.0169 memory: 9395 grad_norm: 4.8639 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4259 loss: 2.4259 2022/08/15 20:59:23 - mmengine - INFO - Epoch(train) [122][3200/3757] lr: 1.0000e-02 eta: 1 day, 19:29:03 time: 0.3113 data_time: 0.0167 memory: 9395 grad_norm: 4.7857 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2336 loss: 2.2336 2022/08/15 20:59:55 - mmengine - INFO - Epoch(train) [122][3300/3757] lr: 1.0000e-02 eta: 1 day, 19:28:32 time: 0.3109 data_time: 0.0178 memory: 9395 grad_norm: 4.9140 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3073 loss: 2.3073 2022/08/15 21:00:26 - mmengine - INFO - Epoch(train) [122][3400/3757] lr: 1.0000e-02 eta: 1 day, 19:28:01 time: 0.3188 data_time: 0.0184 memory: 9395 grad_norm: 4.8229 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9480 loss: 1.9480 2022/08/15 21:00:27 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 21:00:58 - mmengine - INFO - Epoch(train) [122][3500/3757] lr: 1.0000e-02 eta: 1 day, 19:27:31 time: 0.3130 data_time: 0.0178 memory: 9395 grad_norm: 4.7586 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2494 loss: 2.2494 2022/08/15 21:01:29 - mmengine - INFO - Epoch(train) [122][3600/3757] lr: 1.0000e-02 eta: 1 day, 19:27:00 time: 0.3137 data_time: 0.0177 memory: 9395 grad_norm: 4.8906 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9256 loss: 1.9256 2022/08/15 21:02:01 - mmengine - INFO - Epoch(train) [122][3700/3757] lr: 1.0000e-02 eta: 1 day, 19:26:29 time: 0.3115 data_time: 0.0172 memory: 9395 grad_norm: 4.8671 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0163 loss: 2.0163 2022/08/15 21:02:18 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 21:02:18 - mmengine - INFO - Epoch(train) [122][3757/3757] lr: 1.0000e-02 eta: 1 day, 19:26:17 time: 0.3078 data_time: 0.0187 memory: 9395 grad_norm: 4.8361 top1_acc: 0.2857 top5_acc: 0.5714 loss_cls: 2.3698 loss: 2.3698 2022/08/15 21:02:51 - mmengine - INFO - Epoch(train) [123][100/3757] lr: 1.0000e-02 eta: 1 day, 19:25:36 time: 0.3117 data_time: 0.0172 memory: 9395 grad_norm: 4.8338 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9790 loss: 1.9790 2022/08/15 21:03:23 - mmengine - INFO - Epoch(train) [123][200/3757] lr: 1.0000e-02 eta: 1 day, 19:25:06 time: 0.3125 data_time: 0.0168 memory: 9395 grad_norm: 4.7896 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0101 loss: 2.0101 2022/08/15 21:03:54 - mmengine - INFO - Epoch(train) [123][300/3757] lr: 1.0000e-02 eta: 1 day, 19:24:35 time: 0.3141 data_time: 0.0166 memory: 9395 grad_norm: 4.9114 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8474 loss: 1.8474 2022/08/15 21:04:26 - mmengine - INFO - Epoch(train) [123][400/3757] lr: 1.0000e-02 eta: 1 day, 19:24:04 time: 0.3116 data_time: 0.0163 memory: 9395 grad_norm: 4.6017 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9269 loss: 1.9269 2022/08/15 21:04:57 - mmengine - INFO - Epoch(train) [123][500/3757] lr: 1.0000e-02 eta: 1 day, 19:23:34 time: 0.3148 data_time: 0.0185 memory: 9395 grad_norm: 4.8233 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0946 loss: 2.0946 2022/08/15 21:05:29 - mmengine - INFO - Epoch(train) [123][600/3757] lr: 1.0000e-02 eta: 1 day, 19:23:03 time: 0.3125 data_time: 0.0168 memory: 9395 grad_norm: 4.9059 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3695 loss: 2.3695 2022/08/15 21:05:43 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 21:06:00 - mmengine - INFO - Epoch(train) [123][700/3757] lr: 1.0000e-02 eta: 1 day, 19:22:32 time: 0.3145 data_time: 0.0184 memory: 9395 grad_norm: 4.9343 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1692 loss: 2.1692 2022/08/15 21:06:31 - mmengine - INFO - Epoch(train) [123][800/3757] lr: 1.0000e-02 eta: 1 day, 19:22:01 time: 0.3127 data_time: 0.0179 memory: 9395 grad_norm: 4.9548 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1972 loss: 2.1972 2022/08/15 21:07:03 - mmengine - INFO - Epoch(train) [123][900/3757] lr: 1.0000e-02 eta: 1 day, 19:21:31 time: 0.3130 data_time: 0.0172 memory: 9395 grad_norm: 4.7864 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3483 loss: 2.3483 2022/08/15 21:07:34 - mmengine - INFO - Epoch(train) [123][1000/3757] lr: 1.0000e-02 eta: 1 day, 19:21:00 time: 0.3117 data_time: 0.0165 memory: 9395 grad_norm: 4.8548 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 1.9650 loss: 1.9650 2022/08/15 21:08:06 - mmengine - INFO - Epoch(train) [123][1100/3757] lr: 1.0000e-02 eta: 1 day, 19:20:29 time: 0.3147 data_time: 0.0177 memory: 9395 grad_norm: 4.8424 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9355 loss: 1.9355 2022/08/15 21:08:37 - mmengine - INFO - Epoch(train) [123][1200/3757] lr: 1.0000e-02 eta: 1 day, 19:19:59 time: 0.3131 data_time: 0.0166 memory: 9395 grad_norm: 5.0361 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1888 loss: 2.1888 2022/08/15 21:09:09 - mmengine - INFO - Epoch(train) [123][1300/3757] lr: 1.0000e-02 eta: 1 day, 19:19:28 time: 0.3128 data_time: 0.0176 memory: 9395 grad_norm: 4.9811 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1923 loss: 2.1923 2022/08/15 21:09:40 - mmengine - INFO - Epoch(train) [123][1400/3757] lr: 1.0000e-02 eta: 1 day, 19:18:57 time: 0.3117 data_time: 0.0179 memory: 9395 grad_norm: 4.7699 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1926 loss: 2.1926 2022/08/15 21:10:11 - mmengine - INFO - Epoch(train) [123][1500/3757] lr: 1.0000e-02 eta: 1 day, 19:18:26 time: 0.3112 data_time: 0.0174 memory: 9395 grad_norm: 4.8895 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2417 loss: 2.2417 2022/08/15 21:10:43 - mmengine - INFO - Epoch(train) [123][1600/3757] lr: 1.0000e-02 eta: 1 day, 19:17:56 time: 0.3118 data_time: 0.0169 memory: 9395 grad_norm: 4.8413 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2605 loss: 2.2605 2022/08/15 21:10:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 21:11:14 - mmengine - INFO - Epoch(train) [123][1700/3757] lr: 1.0000e-02 eta: 1 day, 19:17:25 time: 0.3127 data_time: 0.0165 memory: 9395 grad_norm: 4.9395 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3097 loss: 2.3097 2022/08/15 21:11:46 - mmengine - INFO - Epoch(train) [123][1800/3757] lr: 1.0000e-02 eta: 1 day, 19:16:54 time: 0.3153 data_time: 0.0177 memory: 9395 grad_norm: 4.8023 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1320 loss: 2.1320 2022/08/15 21:12:17 - mmengine - INFO - Epoch(train) [123][1900/3757] lr: 1.0000e-02 eta: 1 day, 19:16:23 time: 0.3130 data_time: 0.0172 memory: 9395 grad_norm: 4.7858 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1191 loss: 2.1191 2022/08/15 21:12:48 - mmengine - INFO - Epoch(train) [123][2000/3757] lr: 1.0000e-02 eta: 1 day, 19:15:52 time: 0.3120 data_time: 0.0180 memory: 9395 grad_norm: 4.6627 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1908 loss: 2.1908 2022/08/15 21:13:20 - mmengine - INFO - Epoch(train) [123][2100/3757] lr: 1.0000e-02 eta: 1 day, 19:15:22 time: 0.3113 data_time: 0.0168 memory: 9395 grad_norm: 5.0210 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2689 loss: 2.2689 2022/08/15 21:13:51 - mmengine - INFO - Epoch(train) [123][2200/3757] lr: 1.0000e-02 eta: 1 day, 19:14:51 time: 0.3130 data_time: 0.0178 memory: 9395 grad_norm: 4.8821 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9874 loss: 1.9874 2022/08/15 21:14:22 - mmengine - INFO - Epoch(train) [123][2300/3757] lr: 1.0000e-02 eta: 1 day, 19:14:20 time: 0.3115 data_time: 0.0167 memory: 9395 grad_norm: 4.8386 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2283 loss: 2.2283 2022/08/15 21:14:54 - mmengine - INFO - Epoch(train) [123][2400/3757] lr: 1.0000e-02 eta: 1 day, 19:13:49 time: 0.3112 data_time: 0.0168 memory: 9395 grad_norm: 4.9208 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2894 loss: 2.2894 2022/08/15 21:15:25 - mmengine - INFO - Epoch(train) [123][2500/3757] lr: 1.0000e-02 eta: 1 day, 19:13:19 time: 0.3134 data_time: 0.0173 memory: 9395 grad_norm: 4.7867 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1029 loss: 2.1029 2022/08/15 21:15:57 - mmengine - INFO - Epoch(train) [123][2600/3757] lr: 1.0000e-02 eta: 1 day, 19:12:48 time: 0.3122 data_time: 0.0171 memory: 9395 grad_norm: 4.9301 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2456 loss: 2.2456 2022/08/15 21:16:11 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 21:16:28 - mmengine - INFO - Epoch(train) [123][2700/3757] lr: 1.0000e-02 eta: 1 day, 19:12:17 time: 0.3129 data_time: 0.0179 memory: 9395 grad_norm: 4.8273 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3416 loss: 2.3416 2022/08/15 21:16:59 - mmengine - INFO - Epoch(train) [123][2800/3757] lr: 1.0000e-02 eta: 1 day, 19:11:46 time: 0.3133 data_time: 0.0176 memory: 9395 grad_norm: 4.9256 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2053 loss: 2.2053 2022/08/15 21:17:31 - mmengine - INFO - Epoch(train) [123][2900/3757] lr: 1.0000e-02 eta: 1 day, 19:11:15 time: 0.3153 data_time: 0.0175 memory: 9395 grad_norm: 4.9606 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9639 loss: 1.9639 2022/08/15 21:18:02 - mmengine - INFO - Epoch(train) [123][3000/3757] lr: 1.0000e-02 eta: 1 day, 19:10:45 time: 0.3117 data_time: 0.0174 memory: 9395 grad_norm: 4.6694 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8213 loss: 1.8213 2022/08/15 21:18:34 - mmengine - INFO - Epoch(train) [123][3100/3757] lr: 1.0000e-02 eta: 1 day, 19:10:14 time: 0.3116 data_time: 0.0170 memory: 9395 grad_norm: 5.0432 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2994 loss: 2.2994 2022/08/15 21:19:05 - mmengine - INFO - Epoch(train) [123][3200/3757] lr: 1.0000e-02 eta: 1 day, 19:09:43 time: 0.3110 data_time: 0.0180 memory: 9395 grad_norm: 4.7816 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7613 loss: 1.7613 2022/08/15 21:19:36 - mmengine - INFO - Epoch(train) [123][3300/3757] lr: 1.0000e-02 eta: 1 day, 19:09:12 time: 0.3130 data_time: 0.0178 memory: 9395 grad_norm: 4.8834 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2336 loss: 2.2336 2022/08/15 21:20:08 - mmengine - INFO - Epoch(train) [123][3400/3757] lr: 1.0000e-02 eta: 1 day, 19:08:42 time: 0.3119 data_time: 0.0174 memory: 9395 grad_norm: 4.8968 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.4211 loss: 2.4211 2022/08/15 21:20:39 - mmengine - INFO - Epoch(train) [123][3500/3757] lr: 1.0000e-02 eta: 1 day, 19:08:11 time: 0.3127 data_time: 0.0175 memory: 9395 grad_norm: 4.8635 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0706 loss: 2.0706 2022/08/15 21:21:11 - mmengine - INFO - Epoch(train) [123][3600/3757] lr: 1.0000e-02 eta: 1 day, 19:07:40 time: 0.3120 data_time: 0.0168 memory: 9395 grad_norm: 4.8906 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1070 loss: 2.1070 2022/08/15 21:21:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 21:21:42 - mmengine - INFO - Epoch(train) [123][3700/3757] lr: 1.0000e-02 eta: 1 day, 19:07:09 time: 0.3135 data_time: 0.0176 memory: 9395 grad_norm: 4.6748 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3377 loss: 2.3377 2022/08/15 21:22:00 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 21:22:00 - mmengine - INFO - Epoch(train) [123][3757/3757] lr: 1.0000e-02 eta: 1 day, 19:06:57 time: 0.3065 data_time: 0.0161 memory: 9395 grad_norm: 4.6057 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 1.9865 loss: 1.9865 2022/08/15 21:22:33 - mmengine - INFO - Epoch(train) [124][100/3757] lr: 1.0000e-02 eta: 1 day, 19:06:17 time: 0.3118 data_time: 0.0170 memory: 9395 grad_norm: 4.8904 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2098 loss: 2.2098 2022/08/15 21:23:04 - mmengine - INFO - Epoch(train) [124][200/3757] lr: 1.0000e-02 eta: 1 day, 19:05:46 time: 0.3117 data_time: 0.0173 memory: 9395 grad_norm: 5.0717 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4001 loss: 2.4001 2022/08/15 21:23:36 - mmengine - INFO - Epoch(train) [124][300/3757] lr: 1.0000e-02 eta: 1 day, 19:05:15 time: 0.3117 data_time: 0.0172 memory: 9395 grad_norm: 4.7510 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9592 loss: 1.9592 2022/08/15 21:24:07 - mmengine - INFO - Epoch(train) [124][400/3757] lr: 1.0000e-02 eta: 1 day, 19:04:45 time: 0.3132 data_time: 0.0168 memory: 9395 grad_norm: 4.8836 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0451 loss: 2.0451 2022/08/15 21:24:38 - mmengine - INFO - Epoch(train) [124][500/3757] lr: 1.0000e-02 eta: 1 day, 19:04:14 time: 0.3140 data_time: 0.0173 memory: 9395 grad_norm: 5.0886 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3337 loss: 2.3337 2022/08/15 21:25:10 - mmengine - INFO - Epoch(train) [124][600/3757] lr: 1.0000e-02 eta: 1 day, 19:03:43 time: 0.3132 data_time: 0.0167 memory: 9395 grad_norm: 4.8643 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0370 loss: 2.0370 2022/08/15 21:25:41 - mmengine - INFO - Epoch(train) [124][700/3757] lr: 1.0000e-02 eta: 1 day, 19:03:13 time: 0.3147 data_time: 0.0178 memory: 9395 grad_norm: 4.7676 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0459 loss: 2.0459 2022/08/15 21:26:13 - mmengine - INFO - Epoch(train) [124][800/3757] lr: 1.0000e-02 eta: 1 day, 19:02:42 time: 0.3120 data_time: 0.0177 memory: 9395 grad_norm: 4.7354 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.0544 loss: 2.0544 2022/08/15 21:26:41 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 21:26:44 - mmengine - INFO - Epoch(train) [124][900/3757] lr: 1.0000e-02 eta: 1 day, 19:02:11 time: 0.3133 data_time: 0.0164 memory: 9395 grad_norm: 4.8389 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.2051 loss: 2.2051 2022/08/15 21:27:16 - mmengine - INFO - Epoch(train) [124][1000/3757] lr: 1.0000e-02 eta: 1 day, 19:01:40 time: 0.3115 data_time: 0.0171 memory: 9395 grad_norm: 4.8349 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9879 loss: 1.9879 2022/08/15 21:27:47 - mmengine - INFO - Epoch(train) [124][1100/3757] lr: 1.0000e-02 eta: 1 day, 19:01:10 time: 0.3126 data_time: 0.0169 memory: 9395 grad_norm: 4.9059 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0759 loss: 2.0759 2022/08/15 21:28:19 - mmengine - INFO - Epoch(train) [124][1200/3757] lr: 1.0000e-02 eta: 1 day, 19:00:39 time: 0.3121 data_time: 0.0164 memory: 9395 grad_norm: 5.1309 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0194 loss: 2.0194 2022/08/15 21:28:50 - mmengine - INFO - Epoch(train) [124][1300/3757] lr: 1.0000e-02 eta: 1 day, 19:00:08 time: 0.3156 data_time: 0.0164 memory: 9395 grad_norm: 4.9384 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0916 loss: 2.0916 2022/08/15 21:29:21 - mmengine - INFO - Epoch(train) [124][1400/3757] lr: 1.0000e-02 eta: 1 day, 18:59:37 time: 0.3157 data_time: 0.0195 memory: 9395 grad_norm: 5.1111 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2922 loss: 2.2922 2022/08/15 21:29:53 - mmengine - INFO - Epoch(train) [124][1500/3757] lr: 1.0000e-02 eta: 1 day, 18:59:07 time: 0.3120 data_time: 0.0171 memory: 9395 grad_norm: 4.8914 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0587 loss: 2.0587 2022/08/15 21:30:24 - mmengine - INFO - Epoch(train) [124][1600/3757] lr: 1.0000e-02 eta: 1 day, 18:58:36 time: 0.3122 data_time: 0.0162 memory: 9395 grad_norm: 4.9835 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2920 loss: 2.2920 2022/08/15 21:30:56 - mmengine - INFO - Epoch(train) [124][1700/3757] lr: 1.0000e-02 eta: 1 day, 18:58:05 time: 0.3119 data_time: 0.0162 memory: 9395 grad_norm: 5.0355 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3301 loss: 2.3301 2022/08/15 21:31:27 - mmengine - INFO - Epoch(train) [124][1800/3757] lr: 1.0000e-02 eta: 1 day, 18:57:35 time: 0.3125 data_time: 0.0178 memory: 9395 grad_norm: 5.0126 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1122 loss: 2.1122 2022/08/15 21:31:55 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 21:31:59 - mmengine - INFO - Epoch(train) [124][1900/3757] lr: 1.0000e-02 eta: 1 day, 18:57:04 time: 0.3105 data_time: 0.0170 memory: 9395 grad_norm: 4.9408 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2189 loss: 2.2189 2022/08/15 21:32:30 - mmengine - INFO - Epoch(train) [124][2000/3757] lr: 1.0000e-02 eta: 1 day, 18:56:33 time: 0.3127 data_time: 0.0188 memory: 9395 grad_norm: 4.9268 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9625 loss: 1.9625 2022/08/15 21:33:02 - mmengine - INFO - Epoch(train) [124][2100/3757] lr: 1.0000e-02 eta: 1 day, 18:56:02 time: 0.3137 data_time: 0.0168 memory: 9395 grad_norm: 5.0011 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0313 loss: 2.0313 2022/08/15 21:33:34 - mmengine - INFO - Epoch(train) [124][2200/3757] lr: 1.0000e-02 eta: 1 day, 18:55:32 time: 0.3119 data_time: 0.0168 memory: 9395 grad_norm: 4.8529 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2710 loss: 2.2710 2022/08/15 21:34:05 - mmengine - INFO - Epoch(train) [124][2300/3757] lr: 1.0000e-02 eta: 1 day, 18:55:01 time: 0.3116 data_time: 0.0173 memory: 9395 grad_norm: 4.7514 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0033 loss: 2.0033 2022/08/15 21:34:36 - mmengine - INFO - Epoch(train) [124][2400/3757] lr: 1.0000e-02 eta: 1 day, 18:54:31 time: 0.3117 data_time: 0.0168 memory: 9395 grad_norm: 4.8566 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8895 loss: 1.8895 2022/08/15 21:35:08 - mmengine - INFO - Epoch(train) [124][2500/3757] lr: 1.0000e-02 eta: 1 day, 18:54:00 time: 0.3133 data_time: 0.0176 memory: 9395 grad_norm: 4.7016 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9827 loss: 1.9827 2022/08/15 21:35:39 - mmengine - INFO - Epoch(train) [124][2600/3757] lr: 1.0000e-02 eta: 1 day, 18:53:29 time: 0.3135 data_time: 0.0165 memory: 9395 grad_norm: 5.0191 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8272 loss: 1.8272 2022/08/15 21:36:11 - mmengine - INFO - Epoch(train) [124][2700/3757] lr: 1.0000e-02 eta: 1 day, 18:52:58 time: 0.3153 data_time: 0.0180 memory: 9395 grad_norm: 4.9410 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8173 loss: 1.8173 2022/08/15 21:36:42 - mmengine - INFO - Epoch(train) [124][2800/3757] lr: 1.0000e-02 eta: 1 day, 18:52:28 time: 0.3141 data_time: 0.0179 memory: 9395 grad_norm: 4.8068 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0914 loss: 2.0914 2022/08/15 21:37:10 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 21:37:14 - mmengine - INFO - Epoch(train) [124][2900/3757] lr: 1.0000e-02 eta: 1 day, 18:51:57 time: 0.3112 data_time: 0.0177 memory: 9395 grad_norm: 4.8970 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3934 loss: 2.3934 2022/08/15 21:37:45 - mmengine - INFO - Epoch(train) [124][3000/3757] lr: 1.0000e-02 eta: 1 day, 18:51:26 time: 0.3131 data_time: 0.0175 memory: 9395 grad_norm: 4.8417 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.4998 loss: 2.4998 2022/08/15 21:38:16 - mmengine - INFO - Epoch(train) [124][3100/3757] lr: 1.0000e-02 eta: 1 day, 18:50:55 time: 0.3125 data_time: 0.0175 memory: 9395 grad_norm: 4.8358 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1561 loss: 2.1561 2022/08/15 21:38:48 - mmengine - INFO - Epoch(train) [124][3200/3757] lr: 1.0000e-02 eta: 1 day, 18:50:25 time: 0.3136 data_time: 0.0174 memory: 9395 grad_norm: 4.8671 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1516 loss: 2.1516 2022/08/15 21:39:19 - mmengine - INFO - Epoch(train) [124][3300/3757] lr: 1.0000e-02 eta: 1 day, 18:49:54 time: 0.3143 data_time: 0.0176 memory: 9395 grad_norm: 4.9552 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0806 loss: 2.0806 2022/08/15 21:39:51 - mmengine - INFO - Epoch(train) [124][3400/3757] lr: 1.0000e-02 eta: 1 day, 18:49:23 time: 0.3120 data_time: 0.0170 memory: 9395 grad_norm: 4.9491 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3116 loss: 2.3116 2022/08/15 21:40:22 - mmengine - INFO - Epoch(train) [124][3500/3757] lr: 1.0000e-02 eta: 1 day, 18:48:52 time: 0.3139 data_time: 0.0169 memory: 9395 grad_norm: 4.8795 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0917 loss: 2.0917 2022/08/15 21:40:54 - mmengine - INFO - Epoch(train) [124][3600/3757] lr: 1.0000e-02 eta: 1 day, 18:48:22 time: 0.3124 data_time: 0.0165 memory: 9395 grad_norm: 4.9015 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1446 loss: 2.1446 2022/08/15 21:41:25 - mmengine - INFO - Epoch(train) [124][3700/3757] lr: 1.0000e-02 eta: 1 day, 18:47:51 time: 0.3126 data_time: 0.0166 memory: 9395 grad_norm: 4.8428 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0147 loss: 2.0147 2022/08/15 21:41:43 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 21:41:43 - mmengine - INFO - Epoch(train) [124][3757/3757] lr: 1.0000e-02 eta: 1 day, 18:47:39 time: 0.3091 data_time: 0.0192 memory: 9395 grad_norm: 4.8403 top1_acc: 0.1429 top5_acc: 0.2857 loss_cls: 2.0840 loss: 2.0840 2022/08/15 21:41:43 - mmengine - INFO - Saving checkpoint at 124 epochs 2022/08/15 21:42:17 - mmengine - INFO - Epoch(train) [125][100/3757] lr: 1.0000e-02 eta: 1 day, 18:46:58 time: 0.3118 data_time: 0.0166 memory: 9395 grad_norm: 4.8954 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3257 loss: 2.3257 2022/08/15 21:42:27 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 21:42:48 - mmengine - INFO - Epoch(train) [125][200/3757] lr: 1.0000e-02 eta: 1 day, 18:46:27 time: 0.3109 data_time: 0.0172 memory: 9395 grad_norm: 4.9174 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0782 loss: 2.0782 2022/08/15 21:43:20 - mmengine - INFO - Epoch(train) [125][300/3757] lr: 1.0000e-02 eta: 1 day, 18:45:57 time: 0.3157 data_time: 0.0176 memory: 9395 grad_norm: 4.8660 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.2467 loss: 2.2467 2022/08/15 21:43:51 - mmengine - INFO - Epoch(train) [125][400/3757] lr: 1.0000e-02 eta: 1 day, 18:45:26 time: 0.3112 data_time: 0.0165 memory: 9395 grad_norm: 4.8565 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9198 loss: 1.9198 2022/08/15 21:44:23 - mmengine - INFO - Epoch(train) [125][500/3757] lr: 1.0000e-02 eta: 1 day, 18:44:55 time: 0.3149 data_time: 0.0192 memory: 9395 grad_norm: 4.8982 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2932 loss: 2.2932 2022/08/15 21:44:54 - mmengine - INFO - Epoch(train) [125][600/3757] lr: 1.0000e-02 eta: 1 day, 18:44:24 time: 0.3112 data_time: 0.0165 memory: 9395 grad_norm: 4.9835 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0271 loss: 2.0271 2022/08/15 21:45:25 - mmengine - INFO - Epoch(train) [125][700/3757] lr: 1.0000e-02 eta: 1 day, 18:43:53 time: 0.3121 data_time: 0.0171 memory: 9395 grad_norm: 4.9255 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9738 loss: 1.9738 2022/08/15 21:45:57 - mmengine - INFO - Epoch(train) [125][800/3757] lr: 1.0000e-02 eta: 1 day, 18:43:23 time: 0.3127 data_time: 0.0166 memory: 9395 grad_norm: 4.8678 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8390 loss: 1.8390 2022/08/15 21:46:28 - mmengine - INFO - Epoch(train) [125][900/3757] lr: 1.0000e-02 eta: 1 day, 18:42:52 time: 0.3125 data_time: 0.0169 memory: 9395 grad_norm: 5.0444 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.1324 loss: 2.1324 2022/08/15 21:47:00 - mmengine - INFO - Epoch(train) [125][1000/3757] lr: 1.0000e-02 eta: 1 day, 18:42:21 time: 0.3122 data_time: 0.0163 memory: 9395 grad_norm: 4.8917 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2206 loss: 2.2206 2022/08/15 21:47:31 - mmengine - INFO - Epoch(train) [125][1100/3757] lr: 1.0000e-02 eta: 1 day, 18:41:50 time: 0.3153 data_time: 0.0169 memory: 9395 grad_norm: 4.9292 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0545 loss: 2.0545 2022/08/15 21:47:41 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 21:48:02 - mmengine - INFO - Epoch(train) [125][1200/3757] lr: 1.0000e-02 eta: 1 day, 18:41:19 time: 0.3122 data_time: 0.0171 memory: 9395 grad_norm: 4.9407 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1484 loss: 2.1484 2022/08/15 21:48:34 - mmengine - INFO - Epoch(train) [125][1300/3757] lr: 1.0000e-02 eta: 1 day, 18:40:49 time: 0.3130 data_time: 0.0176 memory: 9395 grad_norm: 4.8103 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2888 loss: 2.2888 2022/08/15 21:49:05 - mmengine - INFO - Epoch(train) [125][1400/3757] lr: 1.0000e-02 eta: 1 day, 18:40:18 time: 0.3117 data_time: 0.0183 memory: 9395 grad_norm: 4.8499 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4698 loss: 2.4698 2022/08/15 21:49:37 - mmengine - INFO - Epoch(train) [125][1500/3757] lr: 1.0000e-02 eta: 1 day, 18:39:47 time: 0.3118 data_time: 0.0175 memory: 9395 grad_norm: 5.0537 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2514 loss: 2.2514 2022/08/15 21:50:08 - mmengine - INFO - Epoch(train) [125][1600/3757] lr: 1.0000e-02 eta: 1 day, 18:39:16 time: 0.3127 data_time: 0.0168 memory: 9395 grad_norm: 5.0142 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0989 loss: 2.0989 2022/08/15 21:50:39 - mmengine - INFO - Epoch(train) [125][1700/3757] lr: 1.0000e-02 eta: 1 day, 18:38:46 time: 0.3122 data_time: 0.0176 memory: 9395 grad_norm: 4.8047 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2191 loss: 2.2191 2022/08/15 21:51:11 - mmengine - INFO - Epoch(train) [125][1800/3757] lr: 1.0000e-02 eta: 1 day, 18:38:15 time: 0.3169 data_time: 0.0178 memory: 9395 grad_norm: 4.8314 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1760 loss: 2.1760 2022/08/15 21:51:42 - mmengine - INFO - Epoch(train) [125][1900/3757] lr: 1.0000e-02 eta: 1 day, 18:37:44 time: 0.3130 data_time: 0.0169 memory: 9395 grad_norm: 5.0186 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.4281 loss: 2.4281 2022/08/15 21:52:14 - mmengine - INFO - Epoch(train) [125][2000/3757] lr: 1.0000e-02 eta: 1 day, 18:37:14 time: 0.3143 data_time: 0.0180 memory: 9395 grad_norm: 5.0525 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2895 loss: 2.2895 2022/08/15 21:52:45 - mmengine - INFO - Epoch(train) [125][2100/3757] lr: 1.0000e-02 eta: 1 day, 18:36:43 time: 0.3129 data_time: 0.0169 memory: 9395 grad_norm: 5.1414 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.1208 loss: 2.1208 2022/08/15 21:52:55 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 21:53:17 - mmengine - INFO - Epoch(train) [125][2200/3757] lr: 1.0000e-02 eta: 1 day, 18:36:12 time: 0.3118 data_time: 0.0171 memory: 9395 grad_norm: 5.0742 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1962 loss: 2.1962 2022/08/15 21:53:48 - mmengine - INFO - Epoch(train) [125][2300/3757] lr: 1.0000e-02 eta: 1 day, 18:35:41 time: 0.3131 data_time: 0.0173 memory: 9395 grad_norm: 4.9312 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1932 loss: 2.1932 2022/08/15 21:54:20 - mmengine - INFO - Epoch(train) [125][2400/3757] lr: 1.0000e-02 eta: 1 day, 18:35:11 time: 0.3117 data_time: 0.0165 memory: 9395 grad_norm: 4.9486 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0717 loss: 2.0717 2022/08/15 21:54:51 - mmengine - INFO - Epoch(train) [125][2500/3757] lr: 1.0000e-02 eta: 1 day, 18:34:40 time: 0.3140 data_time: 0.0178 memory: 9395 grad_norm: 5.1029 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1361 loss: 2.1361 2022/08/15 21:55:23 - mmengine - INFO - Epoch(train) [125][2600/3757] lr: 1.0000e-02 eta: 1 day, 18:34:09 time: 0.3150 data_time: 0.0175 memory: 9395 grad_norm: 4.8005 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4929 loss: 2.4929 2022/08/15 21:55:54 - mmengine - INFO - Epoch(train) [125][2700/3757] lr: 1.0000e-02 eta: 1 day, 18:33:38 time: 0.3121 data_time: 0.0168 memory: 9395 grad_norm: 4.7594 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1911 loss: 2.1911 2022/08/15 21:56:25 - mmengine - INFO - Epoch(train) [125][2800/3757] lr: 1.0000e-02 eta: 1 day, 18:33:08 time: 0.3133 data_time: 0.0168 memory: 9395 grad_norm: 5.0635 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9821 loss: 1.9821 2022/08/15 21:56:57 - mmengine - INFO - Epoch(train) [125][2900/3757] lr: 1.0000e-02 eta: 1 day, 18:32:37 time: 0.3116 data_time: 0.0167 memory: 9395 grad_norm: 4.8844 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1445 loss: 2.1445 2022/08/15 21:57:28 - mmengine - INFO - Epoch(train) [125][3000/3757] lr: 1.0000e-02 eta: 1 day, 18:32:06 time: 0.3127 data_time: 0.0162 memory: 9395 grad_norm: 4.6492 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9775 loss: 1.9775 2022/08/15 21:58:00 - mmengine - INFO - Epoch(train) [125][3100/3757] lr: 1.0000e-02 eta: 1 day, 18:31:36 time: 0.3139 data_time: 0.0167 memory: 9395 grad_norm: 4.8919 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.6349 loss: 2.6349 2022/08/15 21:58:10 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 21:58:31 - mmengine - INFO - Epoch(train) [125][3200/3757] lr: 1.0000e-02 eta: 1 day, 18:31:05 time: 0.3146 data_time: 0.0181 memory: 9395 grad_norm: 4.9127 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0607 loss: 2.0607 2022/08/15 21:59:03 - mmengine - INFO - Epoch(train) [125][3300/3757] lr: 1.0000e-02 eta: 1 day, 18:30:34 time: 0.3138 data_time: 0.0172 memory: 9395 grad_norm: 4.7460 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2538 loss: 2.2538 2022/08/15 21:59:34 - mmengine - INFO - Epoch(train) [125][3400/3757] lr: 1.0000e-02 eta: 1 day, 18:30:03 time: 0.3132 data_time: 0.0168 memory: 9395 grad_norm: 4.9982 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0798 loss: 2.0798 2022/08/15 22:00:06 - mmengine - INFO - Epoch(train) [125][3500/3757] lr: 1.0000e-02 eta: 1 day, 18:29:33 time: 0.3122 data_time: 0.0170 memory: 9395 grad_norm: 4.8652 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2071 loss: 2.2071 2022/08/15 22:00:37 - mmengine - INFO - Epoch(train) [125][3600/3757] lr: 1.0000e-02 eta: 1 day, 18:29:02 time: 0.3124 data_time: 0.0164 memory: 9395 grad_norm: 5.0022 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1187 loss: 2.1187 2022/08/15 22:01:09 - mmengine - INFO - Epoch(train) [125][3700/3757] lr: 1.0000e-02 eta: 1 day, 18:28:31 time: 0.3129 data_time: 0.0170 memory: 9395 grad_norm: 5.0307 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5674 loss: 2.5674 2022/08/15 22:01:26 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 22:01:26 - mmengine - INFO - Epoch(train) [125][3757/3757] lr: 1.0000e-02 eta: 1 day, 18:28:19 time: 0.3064 data_time: 0.0172 memory: 9395 grad_norm: 4.9148 top1_acc: 0.5714 top5_acc: 0.5714 loss_cls: 2.0784 loss: 2.0784 2022/08/15 22:01:44 - mmengine - INFO - Epoch(val) [125][100/310] eta: 0:00:35 time: 0.1682 data_time: 0.0697 memory: 1523 2022/08/15 22:02:02 - mmengine - INFO - Epoch(val) [125][200/310] eta: 0:00:16 time: 0.1542 data_time: 0.0554 memory: 1523 2022/08/15 22:02:19 - mmengine - INFO - Epoch(val) [125][300/310] eta: 0:00:01 time: 0.1646 data_time: 0.0652 memory: 1523 2022/08/15 22:02:22 - mmengine - INFO - Epoch(val) [125][310/310] acc/top1: 0.5824 acc/top5: 0.8196 acc/mean1: 0.5824 2022/08/15 22:02:22 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr/best_acc/top1_epoch_116.pth is removed 2022/08/15 22:02:24 - mmengine - INFO - The best checkpoint with 0.5824 acc/top1 at 126 epoch is saved to best_acc/top1_epoch_126.pth. 2022/08/15 22:02:56 - mmengine - INFO - Epoch(train) [126][100/3757] lr: 1.0000e-02 eta: 1 day, 18:27:38 time: 0.3117 data_time: 0.0170 memory: 9395 grad_norm: 4.9087 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1070 loss: 2.1070 2022/08/15 22:03:28 - mmengine - INFO - Epoch(train) [126][200/3757] lr: 1.0000e-02 eta: 1 day, 18:27:08 time: 0.3131 data_time: 0.0167 memory: 9395 grad_norm: 4.7227 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2431 loss: 2.2431 2022/08/15 22:03:59 - mmengine - INFO - Epoch(train) [126][300/3757] lr: 1.0000e-02 eta: 1 day, 18:26:37 time: 0.3134 data_time: 0.0199 memory: 9395 grad_norm: 4.8914 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1608 loss: 2.1608 2022/08/15 22:04:23 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 22:04:31 - mmengine - INFO - Epoch(train) [126][400/3757] lr: 1.0000e-02 eta: 1 day, 18:26:06 time: 0.3117 data_time: 0.0167 memory: 9395 grad_norm: 4.8790 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0281 loss: 2.0281 2022/08/15 22:05:02 - mmengine - INFO - Epoch(train) [126][500/3757] lr: 1.0000e-02 eta: 1 day, 18:25:36 time: 0.3139 data_time: 0.0175 memory: 9395 grad_norm: 4.9992 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0422 loss: 2.0422 2022/08/15 22:05:34 - mmengine - INFO - Epoch(train) [126][600/3757] lr: 1.0000e-02 eta: 1 day, 18:25:05 time: 0.3123 data_time: 0.0166 memory: 9395 grad_norm: 4.8706 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9429 loss: 1.9429 2022/08/15 22:06:05 - mmengine - INFO - Epoch(train) [126][700/3757] lr: 1.0000e-02 eta: 1 day, 18:24:34 time: 0.3130 data_time: 0.0182 memory: 9395 grad_norm: 4.9738 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0659 loss: 2.0659 2022/08/15 22:06:36 - mmengine - INFO - Epoch(train) [126][800/3757] lr: 1.0000e-02 eta: 1 day, 18:24:03 time: 0.3125 data_time: 0.0177 memory: 9395 grad_norm: 4.9586 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0283 loss: 2.0283 2022/08/15 22:07:08 - mmengine - INFO - Epoch(train) [126][900/3757] lr: 1.0000e-02 eta: 1 day, 18:23:33 time: 0.3116 data_time: 0.0161 memory: 9395 grad_norm: 4.7721 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1149 loss: 2.1149 2022/08/15 22:07:39 - mmengine - INFO - Epoch(train) [126][1000/3757] lr: 1.0000e-02 eta: 1 day, 18:23:02 time: 0.3131 data_time: 0.0173 memory: 9395 grad_norm: 4.8965 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3754 loss: 2.3754 2022/08/15 22:08:11 - mmengine - INFO - Epoch(train) [126][1100/3757] lr: 1.0000e-02 eta: 1 day, 18:22:31 time: 0.3140 data_time: 0.0164 memory: 9395 grad_norm: 4.9797 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2209 loss: 2.2209 2022/08/15 22:08:43 - mmengine - INFO - Epoch(train) [126][1200/3757] lr: 1.0000e-02 eta: 1 day, 18:22:01 time: 0.3136 data_time: 0.0167 memory: 9395 grad_norm: 4.7919 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0815 loss: 2.0815 2022/08/15 22:09:14 - mmengine - INFO - Epoch(train) [126][1300/3757] lr: 1.0000e-02 eta: 1 day, 18:21:30 time: 0.3141 data_time: 0.0168 memory: 9395 grad_norm: 4.9204 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0080 loss: 2.0080 2022/08/15 22:09:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 22:09:46 - mmengine - INFO - Epoch(train) [126][1400/3757] lr: 1.0000e-02 eta: 1 day, 18:20:59 time: 0.3124 data_time: 0.0167 memory: 9395 grad_norm: 4.8352 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3613 loss: 2.3613 2022/08/15 22:10:17 - mmengine - INFO - Epoch(train) [126][1500/3757] lr: 1.0000e-02 eta: 1 day, 18:20:29 time: 0.3118 data_time: 0.0168 memory: 9395 grad_norm: 4.9629 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7964 loss: 1.7964 2022/08/15 22:10:48 - mmengine - INFO - Epoch(train) [126][1600/3757] lr: 1.0000e-02 eta: 1 day, 18:19:58 time: 0.3126 data_time: 0.0171 memory: 9395 grad_norm: 4.8760 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8822 loss: 1.8822 2022/08/15 22:11:20 - mmengine - INFO - Epoch(train) [126][1700/3757] lr: 1.0000e-02 eta: 1 day, 18:19:27 time: 0.3112 data_time: 0.0160 memory: 9395 grad_norm: 5.0110 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1103 loss: 2.1103 2022/08/15 22:11:51 - mmengine - INFO - Epoch(train) [126][1800/3757] lr: 1.0000e-02 eta: 1 day, 18:18:56 time: 0.3121 data_time: 0.0178 memory: 9395 grad_norm: 5.0291 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1111 loss: 2.1111 2022/08/15 22:12:23 - mmengine - INFO - Epoch(train) [126][1900/3757] lr: 1.0000e-02 eta: 1 day, 18:18:26 time: 0.3127 data_time: 0.0178 memory: 9395 grad_norm: 4.9793 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9257 loss: 1.9257 2022/08/15 22:12:54 - mmengine - INFO - Epoch(train) [126][2000/3757] lr: 1.0000e-02 eta: 1 day, 18:17:55 time: 0.3141 data_time: 0.0190 memory: 9395 grad_norm: 4.9405 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1497 loss: 2.1497 2022/08/15 22:13:25 - mmengine - INFO - Epoch(train) [126][2100/3757] lr: 1.0000e-02 eta: 1 day, 18:17:24 time: 0.3132 data_time: 0.0168 memory: 9395 grad_norm: 4.8738 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.2943 loss: 2.2943 2022/08/15 22:13:57 - mmengine - INFO - Epoch(train) [126][2200/3757] lr: 1.0000e-02 eta: 1 day, 18:16:53 time: 0.3141 data_time: 0.0165 memory: 9395 grad_norm: 4.6908 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2427 loss: 2.2427 2022/08/15 22:14:28 - mmengine - INFO - Epoch(train) [126][2300/3757] lr: 1.0000e-02 eta: 1 day, 18:16:22 time: 0.3122 data_time: 0.0170 memory: 9395 grad_norm: 4.9121 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4309 loss: 2.4309 2022/08/15 22:14:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 22:15:00 - mmengine - INFO - Epoch(train) [126][2400/3757] lr: 1.0000e-02 eta: 1 day, 18:15:52 time: 0.3130 data_time: 0.0171 memory: 9395 grad_norm: 4.8880 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 1.9716 loss: 1.9716 2022/08/15 22:15:31 - mmengine - INFO - Epoch(train) [126][2500/3757] lr: 1.0000e-02 eta: 1 day, 18:15:21 time: 0.3155 data_time: 0.0171 memory: 9395 grad_norm: 4.9476 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0047 loss: 2.0047 2022/08/15 22:16:03 - mmengine - INFO - Epoch(train) [126][2600/3757] lr: 1.0000e-02 eta: 1 day, 18:14:50 time: 0.3116 data_time: 0.0169 memory: 9395 grad_norm: 5.0796 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9849 loss: 1.9849 2022/08/15 22:16:34 - mmengine - INFO - Epoch(train) [126][2700/3757] lr: 1.0000e-02 eta: 1 day, 18:14:19 time: 0.3143 data_time: 0.0171 memory: 9395 grad_norm: 4.9788 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2101 loss: 2.2101 2022/08/15 22:17:06 - mmengine - INFO - Epoch(train) [126][2800/3757] lr: 1.0000e-02 eta: 1 day, 18:13:49 time: 0.3116 data_time: 0.0169 memory: 9395 grad_norm: 4.9430 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.2206 loss: 2.2206 2022/08/15 22:17:37 - mmengine - INFO - Epoch(train) [126][2900/3757] lr: 1.0000e-02 eta: 1 day, 18:13:18 time: 0.3131 data_time: 0.0182 memory: 9395 grad_norm: 4.9673 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.2944 loss: 2.2944 2022/08/15 22:18:08 - mmengine - INFO - Epoch(train) [126][3000/3757] lr: 1.0000e-02 eta: 1 day, 18:12:47 time: 0.3121 data_time: 0.0169 memory: 9395 grad_norm: 4.8874 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2653 loss: 2.2653 2022/08/15 22:18:40 - mmengine - INFO - Epoch(train) [126][3100/3757] lr: 1.0000e-02 eta: 1 day, 18:12:16 time: 0.3125 data_time: 0.0167 memory: 9395 grad_norm: 4.9112 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9388 loss: 1.9388 2022/08/15 22:19:11 - mmengine - INFO - Epoch(train) [126][3200/3757] lr: 1.0000e-02 eta: 1 day, 18:11:46 time: 0.3143 data_time: 0.0170 memory: 9395 grad_norm: 5.0926 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1936 loss: 2.1936 2022/08/15 22:19:43 - mmengine - INFO - Epoch(train) [126][3300/3757] lr: 1.0000e-02 eta: 1 day, 18:11:15 time: 0.3116 data_time: 0.0171 memory: 9395 grad_norm: 4.8144 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2692 loss: 2.2692 2022/08/15 22:20:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 22:20:15 - mmengine - INFO - Epoch(train) [126][3400/3757] lr: 1.0000e-02 eta: 1 day, 18:10:45 time: 0.3127 data_time: 0.0179 memory: 9395 grad_norm: 4.7898 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1358 loss: 2.1358 2022/08/15 22:21:29 - mmengine - INFO - Epoch(train) [126][3500/3757] lr: 1.0000e-02 eta: 1 day, 18:10:58 time: 0.3108 data_time: 0.0165 memory: 9395 grad_norm: 4.9303 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1829 loss: 2.1829 2022/08/15 22:22:00 - mmengine - INFO - Epoch(train) [126][3600/3757] lr: 1.0000e-02 eta: 1 day, 18:10:28 time: 0.3122 data_time: 0.0170 memory: 9395 grad_norm: 4.8428 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2614 loss: 2.2614 2022/08/15 22:22:32 - mmengine - INFO - Epoch(train) [126][3700/3757] lr: 1.0000e-02 eta: 1 day, 18:09:57 time: 0.3174 data_time: 0.0177 memory: 9395 grad_norm: 4.8139 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1083 loss: 2.1083 2022/08/15 22:22:50 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 22:22:50 - mmengine - INFO - Epoch(train) [126][3757/3757] lr: 1.0000e-02 eta: 1 day, 18:09:45 time: 0.3064 data_time: 0.0177 memory: 9395 grad_norm: 4.6529 top1_acc: 0.2857 top5_acc: 0.2857 loss_cls: 2.0848 loss: 2.0848 2022/08/15 22:23:23 - mmengine - INFO - Epoch(train) [127][100/3757] lr: 1.0000e-02 eta: 1 day, 18:09:05 time: 0.3128 data_time: 0.0177 memory: 9395 grad_norm: 4.9079 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0656 loss: 2.0656 2022/08/15 22:23:58 - mmengine - INFO - Epoch(train) [127][200/3757] lr: 1.0000e-02 eta: 1 day, 18:08:38 time: 0.3397 data_time: 0.0281 memory: 9395 grad_norm: 4.9333 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1346 loss: 2.1346 2022/08/15 22:24:30 - mmengine - INFO - Epoch(train) [127][300/3757] lr: 1.0000e-02 eta: 1 day, 18:08:07 time: 0.3112 data_time: 0.0171 memory: 9395 grad_norm: 4.9213 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0738 loss: 2.0738 2022/08/15 22:25:01 - mmengine - INFO - Epoch(train) [127][400/3757] lr: 1.0000e-02 eta: 1 day, 18:07:37 time: 0.3149 data_time: 0.0184 memory: 9395 grad_norm: 4.8622 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0188 loss: 2.0188 2022/08/15 22:25:33 - mmengine - INFO - Epoch(train) [127][500/3757] lr: 1.0000e-02 eta: 1 day, 18:07:06 time: 0.3118 data_time: 0.0166 memory: 9395 grad_norm: 5.0584 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1345 loss: 2.1345 2022/08/15 22:26:04 - mmengine - INFO - Epoch(train) [127][600/3757] lr: 1.0000e-02 eta: 1 day, 18:06:35 time: 0.3121 data_time: 0.0175 memory: 9395 grad_norm: 4.8919 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3349 loss: 2.3349 2022/08/15 22:26:10 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 22:26:36 - mmengine - INFO - Epoch(train) [127][700/3757] lr: 1.0000e-02 eta: 1 day, 18:06:04 time: 0.3122 data_time: 0.0169 memory: 9395 grad_norm: 4.8007 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1256 loss: 2.1256 2022/08/15 22:27:07 - mmengine - INFO - Epoch(train) [127][800/3757] lr: 1.0000e-02 eta: 1 day, 18:05:34 time: 0.3151 data_time: 0.0170 memory: 9395 grad_norm: 4.8130 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0876 loss: 2.0876 2022/08/15 22:27:39 - mmengine - INFO - Epoch(train) [127][900/3757] lr: 1.0000e-02 eta: 1 day, 18:05:03 time: 0.3114 data_time: 0.0178 memory: 9395 grad_norm: 4.9811 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9471 loss: 1.9471 2022/08/15 22:28:10 - mmengine - INFO - Epoch(train) [127][1000/3757] lr: 1.0000e-02 eta: 1 day, 18:04:32 time: 0.3122 data_time: 0.0167 memory: 9395 grad_norm: 4.9959 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2009 loss: 2.2009 2022/08/15 22:28:42 - mmengine - INFO - Epoch(train) [127][1100/3757] lr: 1.0000e-02 eta: 1 day, 18:04:02 time: 0.3127 data_time: 0.0187 memory: 9395 grad_norm: 4.9768 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7873 loss: 1.7873 2022/08/15 22:29:13 - mmengine - INFO - Epoch(train) [127][1200/3757] lr: 1.0000e-02 eta: 1 day, 18:03:31 time: 0.3123 data_time: 0.0181 memory: 9395 grad_norm: 4.7324 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0425 loss: 2.0425 2022/08/15 22:29:45 - mmengine - INFO - Epoch(train) [127][1300/3757] lr: 1.0000e-02 eta: 1 day, 18:03:00 time: 0.3161 data_time: 0.0182 memory: 9395 grad_norm: 4.9163 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.3715 loss: 2.3715 2022/08/15 22:30:16 - mmengine - INFO - Epoch(train) [127][1400/3757] lr: 1.0000e-02 eta: 1 day, 18:02:29 time: 0.3152 data_time: 0.0170 memory: 9395 grad_norm: 4.9422 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9013 loss: 1.9013 2022/08/15 22:30:48 - mmengine - INFO - Epoch(train) [127][1500/3757] lr: 1.0000e-02 eta: 1 day, 18:01:59 time: 0.3129 data_time: 0.0182 memory: 9395 grad_norm: 4.8703 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9756 loss: 1.9756 2022/08/15 22:31:19 - mmengine - INFO - Epoch(train) [127][1600/3757] lr: 1.0000e-02 eta: 1 day, 18:01:28 time: 0.3114 data_time: 0.0169 memory: 9395 grad_norm: 4.9931 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0571 loss: 2.0571 2022/08/15 22:31:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 22:31:51 - mmengine - INFO - Epoch(train) [127][1700/3757] lr: 1.0000e-02 eta: 1 day, 18:00:57 time: 0.3116 data_time: 0.0179 memory: 9395 grad_norm: 5.0301 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2197 loss: 2.2197 2022/08/15 22:32:22 - mmengine - INFO - Epoch(train) [127][1800/3757] lr: 1.0000e-02 eta: 1 day, 18:00:26 time: 0.3121 data_time: 0.0168 memory: 9395 grad_norm: 4.9684 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2257 loss: 2.2257 2022/08/15 22:32:53 - mmengine - INFO - Epoch(train) [127][1900/3757] lr: 1.0000e-02 eta: 1 day, 17:59:55 time: 0.3134 data_time: 0.0168 memory: 9395 grad_norm: 4.7691 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1905 loss: 2.1905 2022/08/15 22:33:25 - mmengine - INFO - Epoch(train) [127][2000/3757] lr: 1.0000e-02 eta: 1 day, 17:59:25 time: 0.3163 data_time: 0.0175 memory: 9395 grad_norm: 4.9357 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2526 loss: 2.2526 2022/08/15 22:33:56 - mmengine - INFO - Epoch(train) [127][2100/3757] lr: 1.0000e-02 eta: 1 day, 17:58:54 time: 0.3128 data_time: 0.0164 memory: 9395 grad_norm: 5.1549 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1956 loss: 2.1956 2022/08/15 22:34:28 - mmengine - INFO - Epoch(train) [127][2200/3757] lr: 1.0000e-02 eta: 1 day, 17:58:23 time: 0.3118 data_time: 0.0172 memory: 9395 grad_norm: 4.9048 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3778 loss: 2.3778 2022/08/15 22:34:59 - mmengine - INFO - Epoch(train) [127][2300/3757] lr: 1.0000e-02 eta: 1 day, 17:57:52 time: 0.3131 data_time: 0.0181 memory: 9395 grad_norm: 4.9026 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1551 loss: 2.1551 2022/08/15 22:35:31 - mmengine - INFO - Epoch(train) [127][2400/3757] lr: 1.0000e-02 eta: 1 day, 17:57:22 time: 0.3132 data_time: 0.0170 memory: 9395 grad_norm: 4.9271 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2413 loss: 2.2413 2022/08/15 22:36:02 - mmengine - INFO - Epoch(train) [127][2500/3757] lr: 1.0000e-02 eta: 1 day, 17:56:51 time: 0.3118 data_time: 0.0173 memory: 9395 grad_norm: 5.0789 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.0446 loss: 2.0446 2022/08/15 22:36:34 - mmengine - INFO - Epoch(train) [127][2600/3757] lr: 1.0000e-02 eta: 1 day, 17:56:20 time: 0.3130 data_time: 0.0177 memory: 9395 grad_norm: 4.8275 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1455 loss: 2.1455 2022/08/15 22:36:39 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 22:37:05 - mmengine - INFO - Epoch(train) [127][2700/3757] lr: 1.0000e-02 eta: 1 day, 17:55:49 time: 0.3132 data_time: 0.0173 memory: 9395 grad_norm: 4.7953 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.2068 loss: 2.2068 2022/08/15 22:37:37 - mmengine - INFO - Epoch(train) [127][2800/3757] lr: 1.0000e-02 eta: 1 day, 17:55:19 time: 0.3129 data_time: 0.0177 memory: 9395 grad_norm: 4.7939 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9410 loss: 1.9410 2022/08/15 22:38:08 - mmengine - INFO - Epoch(train) [127][2900/3757] lr: 1.0000e-02 eta: 1 day, 17:54:48 time: 0.3134 data_time: 0.0178 memory: 9395 grad_norm: 4.8059 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1793 loss: 2.1793 2022/08/15 22:38:39 - mmengine - INFO - Epoch(train) [127][3000/3757] lr: 1.0000e-02 eta: 1 day, 17:54:17 time: 0.3126 data_time: 0.0175 memory: 9395 grad_norm: 5.0404 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0848 loss: 2.0848 2022/08/15 22:39:11 - mmengine - INFO - Epoch(train) [127][3100/3757] lr: 1.0000e-02 eta: 1 day, 17:53:46 time: 0.3118 data_time: 0.0174 memory: 9395 grad_norm: 5.0215 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0634 loss: 2.0634 2022/08/15 22:39:42 - mmengine - INFO - Epoch(train) [127][3200/3757] lr: 1.0000e-02 eta: 1 day, 17:53:15 time: 0.3123 data_time: 0.0172 memory: 9395 grad_norm: 4.9903 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2199 loss: 2.2199 2022/08/15 22:40:14 - mmengine - INFO - Epoch(train) [127][3300/3757] lr: 1.0000e-02 eta: 1 day, 17:52:45 time: 0.3136 data_time: 0.0175 memory: 9395 grad_norm: 5.0392 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1897 loss: 2.1897 2022/08/15 22:40:45 - mmengine - INFO - Epoch(train) [127][3400/3757] lr: 1.0000e-02 eta: 1 day, 17:52:14 time: 0.3157 data_time: 0.0184 memory: 9395 grad_norm: 4.9948 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1186 loss: 2.1186 2022/08/15 22:41:17 - mmengine - INFO - Epoch(train) [127][3500/3757] lr: 1.0000e-02 eta: 1 day, 17:51:43 time: 0.3139 data_time: 0.0186 memory: 9395 grad_norm: 4.8307 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1494 loss: 2.1494 2022/08/15 22:41:48 - mmengine - INFO - Epoch(train) [127][3600/3757] lr: 1.0000e-02 eta: 1 day, 17:51:12 time: 0.3124 data_time: 0.0169 memory: 9395 grad_norm: 5.0483 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0609 loss: 2.0609 2022/08/15 22:41:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 22:42:20 - mmengine - INFO - Epoch(train) [127][3700/3757] lr: 1.0000e-02 eta: 1 day, 17:50:42 time: 0.3136 data_time: 0.0175 memory: 9395 grad_norm: 4.9480 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9974 loss: 1.9974 2022/08/15 22:42:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 22:42:38 - mmengine - INFO - Epoch(train) [127][3757/3757] lr: 1.0000e-02 eta: 1 day, 17:50:29 time: 0.3130 data_time: 0.0183 memory: 9395 grad_norm: 4.9796 top1_acc: 0.5714 top5_acc: 0.7143 loss_cls: 2.0399 loss: 2.0399 2022/08/15 22:43:11 - mmengine - INFO - Epoch(train) [128][100/3757] lr: 1.0000e-02 eta: 1 day, 17:49:49 time: 0.3126 data_time: 0.0166 memory: 9395 grad_norm: 5.0631 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0956 loss: 2.0956 2022/08/15 22:43:42 - mmengine - INFO - Epoch(train) [128][200/3757] lr: 1.0000e-02 eta: 1 day, 17:49:19 time: 0.3122 data_time: 0.0175 memory: 9395 grad_norm: 4.9958 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4385 loss: 2.4385 2022/08/15 22:44:13 - mmengine - INFO - Epoch(train) [128][300/3757] lr: 1.0000e-02 eta: 1 day, 17:48:48 time: 0.3129 data_time: 0.0163 memory: 9395 grad_norm: 4.9133 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.3287 loss: 2.3287 2022/08/15 22:44:45 - mmengine - INFO - Epoch(train) [128][400/3757] lr: 1.0000e-02 eta: 1 day, 17:48:17 time: 0.3125 data_time: 0.0184 memory: 9395 grad_norm: 4.9257 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0039 loss: 2.0039 2022/08/15 22:45:16 - mmengine - INFO - Epoch(train) [128][500/3757] lr: 1.0000e-02 eta: 1 day, 17:47:46 time: 0.3114 data_time: 0.0174 memory: 9395 grad_norm: 4.9597 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7982 loss: 1.7982 2022/08/15 22:45:48 - mmengine - INFO - Epoch(train) [128][600/3757] lr: 1.0000e-02 eta: 1 day, 17:47:15 time: 0.3126 data_time: 0.0168 memory: 9395 grad_norm: 4.8214 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9985 loss: 1.9985 2022/08/15 22:46:19 - mmengine - INFO - Epoch(train) [128][700/3757] lr: 1.0000e-02 eta: 1 day, 17:46:45 time: 0.3139 data_time: 0.0181 memory: 9395 grad_norm: 5.0420 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8124 loss: 1.8124 2022/08/15 22:46:50 - mmengine - INFO - Epoch(train) [128][800/3757] lr: 1.0000e-02 eta: 1 day, 17:46:14 time: 0.3115 data_time: 0.0169 memory: 9395 grad_norm: 5.0740 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.0011 loss: 2.0011 2022/08/15 22:47:10 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 22:47:22 - mmengine - INFO - Epoch(train) [128][900/3757] lr: 1.0000e-02 eta: 1 day, 17:45:43 time: 0.3133 data_time: 0.0162 memory: 9395 grad_norm: 4.9329 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9699 loss: 1.9699 2022/08/15 22:47:53 - mmengine - INFO - Epoch(train) [128][1000/3757] lr: 1.0000e-02 eta: 1 day, 17:45:12 time: 0.3109 data_time: 0.0169 memory: 9395 grad_norm: 5.0405 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8928 loss: 1.8928 2022/08/15 22:48:25 - mmengine - INFO - Epoch(train) [128][1100/3757] lr: 1.0000e-02 eta: 1 day, 17:44:42 time: 0.3138 data_time: 0.0171 memory: 9395 grad_norm: 4.6811 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.0886 loss: 2.0886 2022/08/15 22:49:03 - mmengine - INFO - Epoch(train) [128][1200/3757] lr: 1.0000e-02 eta: 1 day, 17:44:18 time: 0.5840 data_time: 0.0271 memory: 9395 grad_norm: 4.9053 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1141 loss: 2.1141 2022/08/15 22:49:49 - mmengine - INFO - Epoch(train) [128][1300/3757] lr: 1.0000e-02 eta: 1 day, 17:44:01 time: 0.3145 data_time: 0.0173 memory: 9395 grad_norm: 4.8312 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0864 loss: 2.0864 2022/08/15 22:50:20 - mmengine - INFO - Epoch(train) [128][1400/3757] lr: 1.0000e-02 eta: 1 day, 17:43:30 time: 0.3142 data_time: 0.0178 memory: 9395 grad_norm: 5.1548 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1412 loss: 2.1412 2022/08/15 22:50:52 - mmengine - INFO - Epoch(train) [128][1500/3757] lr: 1.0000e-02 eta: 1 day, 17:42:59 time: 0.3135 data_time: 0.0168 memory: 9395 grad_norm: 5.0737 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7988 loss: 1.7988 2022/08/15 22:51:23 - mmengine - INFO - Epoch(train) [128][1600/3757] lr: 1.0000e-02 eta: 1 day, 17:42:29 time: 0.3121 data_time: 0.0172 memory: 9395 grad_norm: 4.8338 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8257 loss: 1.8257 2022/08/15 22:51:55 - mmengine - INFO - Epoch(train) [128][1700/3757] lr: 1.0000e-02 eta: 1 day, 17:41:58 time: 0.3146 data_time: 0.0167 memory: 9395 grad_norm: 5.0311 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0686 loss: 2.0686 2022/08/15 22:52:26 - mmengine - INFO - Epoch(train) [128][1800/3757] lr: 1.0000e-02 eta: 1 day, 17:41:28 time: 0.3176 data_time: 0.0177 memory: 9395 grad_norm: 4.9782 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2119 loss: 2.2119 2022/08/15 22:52:46 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 22:52:58 - mmengine - INFO - Epoch(train) [128][1900/3757] lr: 1.0000e-02 eta: 1 day, 17:40:57 time: 0.3136 data_time: 0.0166 memory: 9395 grad_norm: 4.8841 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.0567 loss: 2.0567 2022/08/15 22:53:29 - mmengine - INFO - Epoch(train) [128][2000/3757] lr: 1.0000e-02 eta: 1 day, 17:40:26 time: 0.3138 data_time: 0.0179 memory: 9395 grad_norm: 4.7016 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1601 loss: 2.1601 2022/08/15 22:54:01 - mmengine - INFO - Epoch(train) [128][2100/3757] lr: 1.0000e-02 eta: 1 day, 17:39:55 time: 0.3140 data_time: 0.0182 memory: 9395 grad_norm: 4.7058 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8890 loss: 1.8890 2022/08/15 22:54:32 - mmengine - INFO - Epoch(train) [128][2200/3757] lr: 1.0000e-02 eta: 1 day, 17:39:24 time: 0.3120 data_time: 0.0173 memory: 9395 grad_norm: 4.8719 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1533 loss: 2.1533 2022/08/15 22:55:04 - mmengine - INFO - Epoch(train) [128][2300/3757] lr: 1.0000e-02 eta: 1 day, 17:38:54 time: 0.3147 data_time: 0.0170 memory: 9395 grad_norm: 4.9898 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1148 loss: 2.1148 2022/08/15 22:55:35 - mmengine - INFO - Epoch(train) [128][2400/3757] lr: 1.0000e-02 eta: 1 day, 17:38:23 time: 0.3129 data_time: 0.0162 memory: 9395 grad_norm: 4.9640 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1175 loss: 2.1175 2022/08/15 22:56:07 - mmengine - INFO - Epoch(train) [128][2500/3757] lr: 1.0000e-02 eta: 1 day, 17:37:52 time: 0.3144 data_time: 0.0172 memory: 9395 grad_norm: 4.9055 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3264 loss: 2.3264 2022/08/15 22:56:38 - mmengine - INFO - Epoch(train) [128][2600/3757] lr: 1.0000e-02 eta: 1 day, 17:37:21 time: 0.3124 data_time: 0.0175 memory: 9395 grad_norm: 4.9902 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3288 loss: 2.3288 2022/08/15 22:57:09 - mmengine - INFO - Epoch(train) [128][2700/3757] lr: 1.0000e-02 eta: 1 day, 17:36:51 time: 0.3132 data_time: 0.0178 memory: 9395 grad_norm: 5.1000 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9968 loss: 1.9968 2022/08/15 22:57:41 - mmengine - INFO - Epoch(train) [128][2800/3757] lr: 1.0000e-02 eta: 1 day, 17:36:20 time: 0.3129 data_time: 0.0173 memory: 9395 grad_norm: 4.7870 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0525 loss: 2.0525 2022/08/15 22:58:00 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 22:58:12 - mmengine - INFO - Epoch(train) [128][2900/3757] lr: 1.0000e-02 eta: 1 day, 17:35:49 time: 0.3128 data_time: 0.0172 memory: 9395 grad_norm: 5.0503 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2244 loss: 2.2244 2022/08/15 22:58:44 - mmengine - INFO - Epoch(train) [128][3000/3757] lr: 1.0000e-02 eta: 1 day, 17:35:18 time: 0.3118 data_time: 0.0168 memory: 9395 grad_norm: 4.9132 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1644 loss: 2.1644 2022/08/15 22:59:15 - mmengine - INFO - Epoch(train) [128][3100/3757] lr: 1.0000e-02 eta: 1 day, 17:34:47 time: 0.3125 data_time: 0.0170 memory: 9395 grad_norm: 4.8562 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2988 loss: 2.2988 2022/08/15 22:59:47 - mmengine - INFO - Epoch(train) [128][3200/3757] lr: 1.0000e-02 eta: 1 day, 17:34:17 time: 0.3131 data_time: 0.0178 memory: 9395 grad_norm: 5.0842 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0376 loss: 2.0376 2022/08/15 23:00:18 - mmengine - INFO - Epoch(train) [128][3300/3757] lr: 1.0000e-02 eta: 1 day, 17:33:46 time: 0.3148 data_time: 0.0184 memory: 9395 grad_norm: 4.9257 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 1.9926 loss: 1.9926 2022/08/15 23:00:50 - mmengine - INFO - Epoch(train) [128][3400/3757] lr: 1.0000e-02 eta: 1 day, 17:33:15 time: 0.3129 data_time: 0.0173 memory: 9395 grad_norm: 5.0215 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3310 loss: 2.3310 2022/08/15 23:01:21 - mmengine - INFO - Epoch(train) [128][3500/3757] lr: 1.0000e-02 eta: 1 day, 17:32:44 time: 0.3131 data_time: 0.0176 memory: 9395 grad_norm: 4.8911 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5103 loss: 2.5103 2022/08/15 23:01:53 - mmengine - INFO - Epoch(train) [128][3600/3757] lr: 1.0000e-02 eta: 1 day, 17:32:14 time: 0.3122 data_time: 0.0172 memory: 9395 grad_norm: 5.0718 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1275 loss: 2.1275 2022/08/15 23:02:24 - mmengine - INFO - Epoch(train) [128][3700/3757] lr: 1.0000e-02 eta: 1 day, 17:31:43 time: 0.3124 data_time: 0.0180 memory: 9395 grad_norm: 4.9110 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0686 loss: 2.0686 2022/08/15 23:02:42 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 23:02:42 - mmengine - INFO - Epoch(train) [128][3757/3757] lr: 1.0000e-02 eta: 1 day, 17:31:31 time: 0.3062 data_time: 0.0168 memory: 9395 grad_norm: 4.8012 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 2.1909 loss: 2.1909 2022/08/15 23:02:42 - mmengine - INFO - Saving checkpoint at 128 epochs 2022/08/15 23:03:17 - mmengine - INFO - Epoch(train) [129][100/3757] lr: 1.0000e-02 eta: 1 day, 17:30:51 time: 0.3143 data_time: 0.0171 memory: 9395 grad_norm: 4.8770 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9048 loss: 1.9048 2022/08/15 23:03:18 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 23:03:48 - mmengine - INFO - Epoch(train) [129][200/3757] lr: 1.0000e-02 eta: 1 day, 17:30:20 time: 0.3114 data_time: 0.0167 memory: 9395 grad_norm: 5.1572 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0868 loss: 2.0868 2022/08/15 23:04:20 - mmengine - INFO - Epoch(train) [129][300/3757] lr: 1.0000e-02 eta: 1 day, 17:29:49 time: 0.3147 data_time: 0.0178 memory: 9395 grad_norm: 4.9248 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9303 loss: 1.9303 2022/08/15 23:04:51 - mmengine - INFO - Epoch(train) [129][400/3757] lr: 1.0000e-02 eta: 1 day, 17:29:18 time: 0.3134 data_time: 0.0171 memory: 9395 grad_norm: 4.9053 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0792 loss: 2.0792 2022/08/15 23:05:23 - mmengine - INFO - Epoch(train) [129][500/3757] lr: 1.0000e-02 eta: 1 day, 17:28:48 time: 0.3116 data_time: 0.0168 memory: 9395 grad_norm: 5.0512 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3463 loss: 2.3463 2022/08/15 23:05:54 - mmengine - INFO - Epoch(train) [129][600/3757] lr: 1.0000e-02 eta: 1 day, 17:28:17 time: 0.3132 data_time: 0.0166 memory: 9395 grad_norm: 5.0468 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1225 loss: 2.1225 2022/08/15 23:06:26 - mmengine - INFO - Epoch(train) [129][700/3757] lr: 1.0000e-02 eta: 1 day, 17:27:46 time: 0.3140 data_time: 0.0185 memory: 9395 grad_norm: 5.0130 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0671 loss: 2.0671 2022/08/15 23:06:57 - mmengine - INFO - Epoch(train) [129][800/3757] lr: 1.0000e-02 eta: 1 day, 17:27:15 time: 0.3131 data_time: 0.0193 memory: 9395 grad_norm: 4.9188 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.0955 loss: 2.0955 2022/08/15 23:07:29 - mmengine - INFO - Epoch(train) [129][900/3757] lr: 1.0000e-02 eta: 1 day, 17:26:45 time: 0.3139 data_time: 0.0168 memory: 9395 grad_norm: 4.8542 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2382 loss: 2.2382 2022/08/15 23:08:00 - mmengine - INFO - Epoch(train) [129][1000/3757] lr: 1.0000e-02 eta: 1 day, 17:26:14 time: 0.3142 data_time: 0.0178 memory: 9395 grad_norm: 4.9389 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2520 loss: 2.2520 2022/08/15 23:08:32 - mmengine - INFO - Epoch(train) [129][1100/3757] lr: 1.0000e-02 eta: 1 day, 17:25:43 time: 0.3127 data_time: 0.0172 memory: 9395 grad_norm: 4.8921 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9031 loss: 1.9031 2022/08/15 23:08:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 23:09:03 - mmengine - INFO - Epoch(train) [129][1200/3757] lr: 1.0000e-02 eta: 1 day, 17:25:12 time: 0.3134 data_time: 0.0172 memory: 9395 grad_norm: 4.9966 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9911 loss: 1.9911 2022/08/15 23:09:35 - mmengine - INFO - Epoch(train) [129][1300/3757] lr: 1.0000e-02 eta: 1 day, 17:24:42 time: 0.3137 data_time: 0.0163 memory: 9395 grad_norm: 4.9191 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3689 loss: 2.3689 2022/08/15 23:10:06 - mmengine - INFO - Epoch(train) [129][1400/3757] lr: 1.0000e-02 eta: 1 day, 17:24:11 time: 0.3129 data_time: 0.0192 memory: 9395 grad_norm: 4.9844 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0883 loss: 2.0883 2022/08/15 23:10:38 - mmengine - INFO - Epoch(train) [129][1500/3757] lr: 1.0000e-02 eta: 1 day, 17:23:40 time: 0.3163 data_time: 0.0198 memory: 9395 grad_norm: 4.9118 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0811 loss: 2.0811 2022/08/15 23:11:09 - mmengine - INFO - Epoch(train) [129][1600/3757] lr: 1.0000e-02 eta: 1 day, 17:23:09 time: 0.3131 data_time: 0.0165 memory: 9395 grad_norm: 5.0238 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0076 loss: 2.0076 2022/08/15 23:11:40 - mmengine - INFO - Epoch(train) [129][1700/3757] lr: 1.0000e-02 eta: 1 day, 17:22:38 time: 0.3130 data_time: 0.0182 memory: 9395 grad_norm: 4.8156 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1180 loss: 2.1180 2022/08/15 23:12:12 - mmengine - INFO - Epoch(train) [129][1800/3757] lr: 1.0000e-02 eta: 1 day, 17:22:08 time: 0.3143 data_time: 0.0168 memory: 9395 grad_norm: 4.9692 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.1634 loss: 2.1634 2022/08/15 23:12:43 - mmengine - INFO - Epoch(train) [129][1900/3757] lr: 1.0000e-02 eta: 1 day, 17:21:37 time: 0.3124 data_time: 0.0178 memory: 9395 grad_norm: 5.0403 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0231 loss: 2.0231 2022/08/15 23:13:15 - mmengine - INFO - Epoch(train) [129][2000/3757] lr: 1.0000e-02 eta: 1 day, 17:21:06 time: 0.3128 data_time: 0.0170 memory: 9395 grad_norm: 5.0112 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0128 loss: 2.0128 2022/08/15 23:13:46 - mmengine - INFO - Epoch(train) [129][2100/3757] lr: 1.0000e-02 eta: 1 day, 17:20:35 time: 0.3115 data_time: 0.0171 memory: 9395 grad_norm: 5.0653 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3117 loss: 2.3117 2022/08/15 23:13:47 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 23:14:17 - mmengine - INFO - Epoch(train) [129][2200/3757] lr: 1.0000e-02 eta: 1 day, 17:20:04 time: 0.3138 data_time: 0.0191 memory: 9395 grad_norm: 4.9898 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9433 loss: 1.9433 2022/08/15 23:14:49 - mmengine - INFO - Epoch(train) [129][2300/3757] lr: 1.0000e-02 eta: 1 day, 17:19:33 time: 0.3142 data_time: 0.0176 memory: 9395 grad_norm: 5.0909 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.1758 loss: 2.1758 2022/08/15 23:15:20 - mmengine - INFO - Epoch(train) [129][2400/3757] lr: 1.0000e-02 eta: 1 day, 17:19:03 time: 0.3128 data_time: 0.0165 memory: 9395 grad_norm: 5.1393 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1473 loss: 2.1473 2022/08/15 23:15:52 - mmengine - INFO - Epoch(train) [129][2500/3757] lr: 1.0000e-02 eta: 1 day, 17:18:32 time: 0.3152 data_time: 0.0181 memory: 9395 grad_norm: 4.8996 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9435 loss: 1.9435 2022/08/15 23:16:23 - mmengine - INFO - Epoch(train) [129][2600/3757] lr: 1.0000e-02 eta: 1 day, 17:18:01 time: 0.3131 data_time: 0.0170 memory: 9395 grad_norm: 4.9049 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1245 loss: 2.1245 2022/08/15 23:16:55 - mmengine - INFO - Epoch(train) [129][2700/3757] lr: 1.0000e-02 eta: 1 day, 17:17:30 time: 0.3121 data_time: 0.0171 memory: 9395 grad_norm: 5.0693 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0753 loss: 2.0753 2022/08/15 23:17:26 - mmengine - INFO - Epoch(train) [129][2800/3757] lr: 1.0000e-02 eta: 1 day, 17:16:59 time: 0.3117 data_time: 0.0175 memory: 9395 grad_norm: 4.9932 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1545 loss: 2.1545 2022/08/15 23:17:58 - mmengine - INFO - Epoch(train) [129][2900/3757] lr: 1.0000e-02 eta: 1 day, 17:16:29 time: 0.3118 data_time: 0.0169 memory: 9395 grad_norm: 4.8567 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2719 loss: 2.2719 2022/08/15 23:18:29 - mmengine - INFO - Epoch(train) [129][3000/3757] lr: 1.0000e-02 eta: 1 day, 17:15:58 time: 0.3139 data_time: 0.0184 memory: 9395 grad_norm: 5.0932 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9776 loss: 1.9776 2022/08/15 23:19:01 - mmengine - INFO - Epoch(train) [129][3100/3757] lr: 1.0000e-02 eta: 1 day, 17:15:27 time: 0.3115 data_time: 0.0176 memory: 9395 grad_norm: 4.8561 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0305 loss: 2.0305 2022/08/15 23:19:02 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 23:19:32 - mmengine - INFO - Epoch(train) [129][3200/3757] lr: 1.0000e-02 eta: 1 day, 17:14:56 time: 0.3134 data_time: 0.0186 memory: 9395 grad_norm: 4.9070 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0957 loss: 2.0957 2022/08/15 23:20:04 - mmengine - INFO - Epoch(train) [129][3300/3757] lr: 1.0000e-02 eta: 1 day, 17:14:26 time: 0.3129 data_time: 0.0177 memory: 9395 grad_norm: 5.0306 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0340 loss: 2.0340 2022/08/15 23:20:35 - mmengine - INFO - Epoch(train) [129][3400/3757] lr: 1.0000e-02 eta: 1 day, 17:13:55 time: 0.3125 data_time: 0.0164 memory: 9395 grad_norm: 5.1194 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1587 loss: 2.1587 2022/08/15 23:21:07 - mmengine - INFO - Epoch(train) [129][3500/3757] lr: 1.0000e-02 eta: 1 day, 17:13:24 time: 0.3125 data_time: 0.0171 memory: 9395 grad_norm: 5.0514 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2039 loss: 2.2039 2022/08/15 23:21:38 - mmengine - INFO - Epoch(train) [129][3600/3757] lr: 1.0000e-02 eta: 1 day, 17:12:53 time: 0.3123 data_time: 0.0175 memory: 9395 grad_norm: 5.1715 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3885 loss: 2.3885 2022/08/15 23:22:10 - mmengine - INFO - Epoch(train) [129][3700/3757] lr: 1.0000e-02 eta: 1 day, 17:12:23 time: 0.3201 data_time: 0.0166 memory: 9395 grad_norm: 5.0108 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9163 loss: 1.9163 2022/08/15 23:22:28 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 23:22:28 - mmengine - INFO - Epoch(train) [129][3757/3757] lr: 1.0000e-02 eta: 1 day, 17:12:11 time: 0.3128 data_time: 0.0181 memory: 9395 grad_norm: 4.8966 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 2.1519 loss: 2.1519 2022/08/15 23:23:01 - mmengine - INFO - Epoch(train) [130][100/3757] lr: 1.0000e-02 eta: 1 day, 17:11:31 time: 0.3129 data_time: 0.0170 memory: 9395 grad_norm: 4.9502 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1966 loss: 2.1966 2022/08/15 23:23:32 - mmengine - INFO - Epoch(train) [130][200/3757] lr: 1.0000e-02 eta: 1 day, 17:11:00 time: 0.3139 data_time: 0.0175 memory: 9395 grad_norm: 5.0039 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1656 loss: 2.1656 2022/08/15 23:24:04 - mmengine - INFO - Epoch(train) [130][300/3757] lr: 1.0000e-02 eta: 1 day, 17:10:29 time: 0.3126 data_time: 0.0174 memory: 9395 grad_norm: 4.9728 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2735 loss: 2.2735 2022/08/15 23:24:18 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 23:24:35 - mmengine - INFO - Epoch(train) [130][400/3757] lr: 1.0000e-02 eta: 1 day, 17:09:58 time: 0.3129 data_time: 0.0170 memory: 9395 grad_norm: 4.9770 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0809 loss: 2.0809 2022/08/15 23:25:06 - mmengine - INFO - Epoch(train) [130][500/3757] lr: 1.0000e-02 eta: 1 day, 17:09:27 time: 0.3116 data_time: 0.0171 memory: 9395 grad_norm: 4.7808 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1185 loss: 2.1185 2022/08/15 23:25:38 - mmengine - INFO - Epoch(train) [130][600/3757] lr: 1.0000e-02 eta: 1 day, 17:08:57 time: 0.3140 data_time: 0.0177 memory: 9395 grad_norm: 4.9759 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9489 loss: 1.9489 2022/08/15 23:26:09 - mmengine - INFO - Epoch(train) [130][700/3757] lr: 1.0000e-02 eta: 1 day, 17:08:26 time: 0.3142 data_time: 0.0176 memory: 9395 grad_norm: 5.0509 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0109 loss: 2.0109 2022/08/15 23:26:41 - mmengine - INFO - Epoch(train) [130][800/3757] lr: 1.0000e-02 eta: 1 day, 17:07:55 time: 0.3123 data_time: 0.0180 memory: 9395 grad_norm: 4.9260 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1284 loss: 2.1284 2022/08/15 23:27:13 - mmengine - INFO - Epoch(train) [130][900/3757] lr: 1.0000e-02 eta: 1 day, 17:07:25 time: 0.3137 data_time: 0.0175 memory: 9395 grad_norm: 4.9057 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9131 loss: 1.9131 2022/08/15 23:27:44 - mmengine - INFO - Epoch(train) [130][1000/3757] lr: 1.0000e-02 eta: 1 day, 17:06:54 time: 0.3140 data_time: 0.0175 memory: 9395 grad_norm: 4.8881 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9650 loss: 1.9650 2022/08/15 23:28:16 - mmengine - INFO - Epoch(train) [130][1100/3757] lr: 1.0000e-02 eta: 1 day, 17:06:23 time: 0.3117 data_time: 0.0172 memory: 9395 grad_norm: 4.9762 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.8717 loss: 1.8717 2022/08/15 23:28:47 - mmengine - INFO - Epoch(train) [130][1200/3757] lr: 1.0000e-02 eta: 1 day, 17:05:52 time: 0.3136 data_time: 0.0175 memory: 9395 grad_norm: 4.9883 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8247 loss: 1.8247 2022/08/15 23:29:19 - mmengine - INFO - Epoch(train) [130][1300/3757] lr: 1.0000e-02 eta: 1 day, 17:05:22 time: 0.3235 data_time: 0.0176 memory: 9395 grad_norm: 5.0173 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0281 loss: 2.0281 2022/08/15 23:29:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 23:29:50 - mmengine - INFO - Epoch(train) [130][1400/3757] lr: 1.0000e-02 eta: 1 day, 17:04:51 time: 0.3129 data_time: 0.0167 memory: 9395 grad_norm: 4.8242 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8888 loss: 1.8888 2022/08/15 23:30:22 - mmengine - INFO - Epoch(train) [130][1500/3757] lr: 1.0000e-02 eta: 1 day, 17:04:20 time: 0.3154 data_time: 0.0176 memory: 9395 grad_norm: 4.8608 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2954 loss: 2.2954 2022/08/15 23:30:53 - mmengine - INFO - Epoch(train) [130][1600/3757] lr: 1.0000e-02 eta: 1 day, 17:03:49 time: 0.3165 data_time: 0.0168 memory: 9395 grad_norm: 4.9162 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9193 loss: 1.9193 2022/08/15 23:31:25 - mmengine - INFO - Epoch(train) [130][1700/3757] lr: 1.0000e-02 eta: 1 day, 17:03:19 time: 0.3155 data_time: 0.0183 memory: 9395 grad_norm: 5.0508 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.1403 loss: 2.1403 2022/08/15 23:31:56 - mmengine - INFO - Epoch(train) [130][1800/3757] lr: 1.0000e-02 eta: 1 day, 17:02:48 time: 0.3128 data_time: 0.0167 memory: 9395 grad_norm: 5.0812 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0710 loss: 2.0710 2022/08/15 23:32:28 - mmengine - INFO - Epoch(train) [130][1900/3757] lr: 1.0000e-02 eta: 1 day, 17:02:17 time: 0.3124 data_time: 0.0159 memory: 9395 grad_norm: 4.9083 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1377 loss: 2.1377 2022/08/15 23:32:59 - mmengine - INFO - Epoch(train) [130][2000/3757] lr: 1.0000e-02 eta: 1 day, 17:01:46 time: 0.3146 data_time: 0.0166 memory: 9395 grad_norm: 4.9950 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2415 loss: 2.2415 2022/08/15 23:33:31 - mmengine - INFO - Epoch(train) [130][2100/3757] lr: 1.0000e-02 eta: 1 day, 17:01:16 time: 0.3145 data_time: 0.0179 memory: 9395 grad_norm: 5.1048 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3921 loss: 2.3921 2022/08/15 23:34:02 - mmengine - INFO - Epoch(train) [130][2200/3757] lr: 1.0000e-02 eta: 1 day, 17:00:45 time: 0.3149 data_time: 0.0178 memory: 9395 grad_norm: 4.9279 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1400 loss: 2.1400 2022/08/15 23:34:34 - mmengine - INFO - Epoch(train) [130][2300/3757] lr: 1.0000e-02 eta: 1 day, 17:00:14 time: 0.3129 data_time: 0.0168 memory: 9395 grad_norm: 5.0946 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9323 loss: 1.9323 2022/08/15 23:34:48 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 23:35:05 - mmengine - INFO - Epoch(train) [130][2400/3757] lr: 1.0000e-02 eta: 1 day, 16:59:43 time: 0.3133 data_time: 0.0169 memory: 9395 grad_norm: 5.0424 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3717 loss: 2.3717 2022/08/15 23:35:37 - mmengine - INFO - Epoch(train) [130][2500/3757] lr: 1.0000e-02 eta: 1 day, 16:59:13 time: 0.3125 data_time: 0.0170 memory: 9395 grad_norm: 5.0091 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1690 loss: 2.1690 2022/08/15 23:36:08 - mmengine - INFO - Epoch(train) [130][2600/3757] lr: 1.0000e-02 eta: 1 day, 16:58:42 time: 0.3132 data_time: 0.0163 memory: 9395 grad_norm: 5.0843 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3157 loss: 2.3157 2022/08/15 23:36:40 - mmengine - INFO - Epoch(train) [130][2700/3757] lr: 1.0000e-02 eta: 1 day, 16:58:11 time: 0.3167 data_time: 0.0181 memory: 9395 grad_norm: 4.9355 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2741 loss: 2.2741 2022/08/15 23:37:11 - mmengine - INFO - Epoch(train) [130][2800/3757] lr: 1.0000e-02 eta: 1 day, 16:57:41 time: 0.3139 data_time: 0.0173 memory: 9395 grad_norm: 5.0974 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2642 loss: 2.2642 2022/08/15 23:37:43 - mmengine - INFO - Epoch(train) [130][2900/3757] lr: 1.0000e-02 eta: 1 day, 16:57:10 time: 0.3166 data_time: 0.0182 memory: 9395 grad_norm: 5.1347 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2253 loss: 2.2253 2022/08/15 23:38:14 - mmengine - INFO - Epoch(train) [130][3000/3757] lr: 1.0000e-02 eta: 1 day, 16:56:39 time: 0.3130 data_time: 0.0170 memory: 9395 grad_norm: 4.9755 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8592 loss: 1.8592 2022/08/15 23:38:46 - mmengine - INFO - Epoch(train) [130][3100/3757] lr: 1.0000e-02 eta: 1 day, 16:56:08 time: 0.3128 data_time: 0.0173 memory: 9395 grad_norm: 5.0915 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1459 loss: 2.1459 2022/08/15 23:39:17 - mmengine - INFO - Epoch(train) [130][3200/3757] lr: 1.0000e-02 eta: 1 day, 16:55:38 time: 0.3127 data_time: 0.0168 memory: 9395 grad_norm: 5.0912 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0566 loss: 2.0566 2022/08/15 23:39:49 - mmengine - INFO - Epoch(train) [130][3300/3757] lr: 1.0000e-02 eta: 1 day, 16:55:07 time: 0.3137 data_time: 0.0173 memory: 9395 grad_norm: 5.0168 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9641 loss: 1.9641 2022/08/15 23:40:04 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 23:40:20 - mmengine - INFO - Epoch(train) [130][3400/3757] lr: 1.0000e-02 eta: 1 day, 16:54:36 time: 0.3153 data_time: 0.0189 memory: 9395 grad_norm: 4.9659 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2364 loss: 2.2364 2022/08/15 23:40:52 - mmengine - INFO - Epoch(train) [130][3500/3757] lr: 1.0000e-02 eta: 1 day, 16:54:05 time: 0.3159 data_time: 0.0164 memory: 9395 grad_norm: 5.0993 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1678 loss: 2.1678 2022/08/15 23:41:23 - mmengine - INFO - Epoch(train) [130][3600/3757] lr: 1.0000e-02 eta: 1 day, 16:53:35 time: 0.3136 data_time: 0.0170 memory: 9395 grad_norm: 5.0264 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9774 loss: 1.9774 2022/08/15 23:41:55 - mmengine - INFO - Epoch(train) [130][3700/3757] lr: 1.0000e-02 eta: 1 day, 16:53:04 time: 0.3136 data_time: 0.0176 memory: 9395 grad_norm: 4.9496 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3606 loss: 2.3606 2022/08/15 23:42:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 23:42:13 - mmengine - INFO - Epoch(train) [130][3757/3757] lr: 1.0000e-02 eta: 1 day, 16:52:52 time: 0.3128 data_time: 0.0168 memory: 9395 grad_norm: 5.0390 top1_acc: 0.8571 top5_acc: 0.8571 loss_cls: 2.0162 loss: 2.0162 2022/08/15 23:42:32 - mmengine - INFO - Epoch(val) [130][100/310] eta: 0:00:40 time: 0.1912 data_time: 0.0929 memory: 1523 2022/08/15 23:42:49 - mmengine - INFO - Epoch(val) [130][200/310] eta: 0:00:17 time: 0.1576 data_time: 0.0565 memory: 1523 2022/08/15 23:43:06 - mmengine - INFO - Epoch(val) [130][300/310] eta: 0:00:01 time: 0.1620 data_time: 0.0657 memory: 1523 2022/08/15 23:43:09 - mmengine - INFO - Epoch(val) [130][310/310] acc/top1: 0.5864 acc/top5: 0.8224 acc/mean1: 0.5863 2022/08/15 23:43:09 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr/best_acc/top1_epoch_126.pth is removed 2022/08/15 23:43:11 - mmengine - INFO - The best checkpoint with 0.5864 acc/top1 at 131 epoch is saved to best_acc/top1_epoch_131.pth. 2022/08/15 23:43:44 - mmengine - INFO - Epoch(train) [131][100/3757] lr: 1.0000e-02 eta: 1 day, 16:52:12 time: 0.3145 data_time: 0.0171 memory: 9395 grad_norm: 4.9359 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8290 loss: 1.8290 2022/08/15 23:44:15 - mmengine - INFO - Epoch(train) [131][200/3757] lr: 1.0000e-02 eta: 1 day, 16:51:41 time: 0.3126 data_time: 0.0174 memory: 9395 grad_norm: 4.9618 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0589 loss: 2.0589 2022/08/15 23:44:47 - mmengine - INFO - Epoch(train) [131][300/3757] lr: 1.0000e-02 eta: 1 day, 16:51:11 time: 0.3129 data_time: 0.0167 memory: 9395 grad_norm: 4.8992 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3557 loss: 2.3557 2022/08/15 23:45:18 - mmengine - INFO - Epoch(train) [131][400/3757] lr: 1.0000e-02 eta: 1 day, 16:50:40 time: 0.3121 data_time: 0.0169 memory: 9395 grad_norm: 4.8220 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0128 loss: 2.0128 2022/08/15 23:45:50 - mmengine - INFO - Epoch(train) [131][500/3757] lr: 1.0000e-02 eta: 1 day, 16:50:09 time: 0.3128 data_time: 0.0178 memory: 9395 grad_norm: 4.9757 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 2.1788 loss: 2.1788 2022/08/15 23:46:18 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 23:46:21 - mmengine - INFO - Epoch(train) [131][600/3757] lr: 1.0000e-02 eta: 1 day, 16:49:38 time: 0.3151 data_time: 0.0178 memory: 9395 grad_norm: 4.8690 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9703 loss: 1.9703 2022/08/15 23:46:53 - mmengine - INFO - Epoch(train) [131][700/3757] lr: 1.0000e-02 eta: 1 day, 16:49:08 time: 0.3152 data_time: 0.0178 memory: 9395 grad_norm: 5.0754 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9984 loss: 1.9984 2022/08/15 23:47:24 - mmengine - INFO - Epoch(train) [131][800/3757] lr: 1.0000e-02 eta: 1 day, 16:48:37 time: 0.3154 data_time: 0.0179 memory: 9395 grad_norm: 4.9181 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5634 loss: 2.5634 2022/08/15 23:47:56 - mmengine - INFO - Epoch(train) [131][900/3757] lr: 1.0000e-02 eta: 1 day, 16:48:06 time: 0.3163 data_time: 0.0173 memory: 9395 grad_norm: 4.8372 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8049 loss: 1.8049 2022/08/15 23:48:27 - mmengine - INFO - Epoch(train) [131][1000/3757] lr: 1.0000e-02 eta: 1 day, 16:47:35 time: 0.3119 data_time: 0.0171 memory: 9395 grad_norm: 4.8746 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1334 loss: 2.1334 2022/08/15 23:48:59 - mmengine - INFO - Epoch(train) [131][1100/3757] lr: 1.0000e-02 eta: 1 day, 16:47:05 time: 0.3148 data_time: 0.0178 memory: 9395 grad_norm: 5.1059 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.2042 loss: 2.2042 2022/08/15 23:49:30 - mmengine - INFO - Epoch(train) [131][1200/3757] lr: 1.0000e-02 eta: 1 day, 16:46:34 time: 0.3133 data_time: 0.0166 memory: 9395 grad_norm: 4.9737 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8559 loss: 1.8559 2022/08/15 23:50:02 - mmengine - INFO - Epoch(train) [131][1300/3757] lr: 1.0000e-02 eta: 1 day, 16:46:03 time: 0.3147 data_time: 0.0176 memory: 9395 grad_norm: 4.9008 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9335 loss: 1.9335 2022/08/15 23:50:34 - mmengine - INFO - Epoch(train) [131][1400/3757] lr: 1.0000e-02 eta: 1 day, 16:45:33 time: 0.3161 data_time: 0.0173 memory: 9395 grad_norm: 5.0871 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1067 loss: 2.1067 2022/08/15 23:51:05 - mmengine - INFO - Epoch(train) [131][1500/3757] lr: 1.0000e-02 eta: 1 day, 16:45:02 time: 0.3146 data_time: 0.0179 memory: 9395 grad_norm: 4.9366 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2849 loss: 2.2849 2022/08/15 23:51:34 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 23:51:37 - mmengine - INFO - Epoch(train) [131][1600/3757] lr: 1.0000e-02 eta: 1 day, 16:44:31 time: 0.3122 data_time: 0.0175 memory: 9395 grad_norm: 4.9298 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9517 loss: 1.9517 2022/08/15 23:52:08 - mmengine - INFO - Epoch(train) [131][1700/3757] lr: 1.0000e-02 eta: 1 day, 16:44:01 time: 0.3125 data_time: 0.0167 memory: 9395 grad_norm: 5.0911 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2434 loss: 2.2434 2022/08/15 23:52:40 - mmengine - INFO - Epoch(train) [131][1800/3757] lr: 1.0000e-02 eta: 1 day, 16:43:30 time: 0.3131 data_time: 0.0167 memory: 9395 grad_norm: 4.9026 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.8890 loss: 1.8890 2022/08/15 23:53:11 - mmengine - INFO - Epoch(train) [131][1900/3757] lr: 1.0000e-02 eta: 1 day, 16:42:59 time: 0.3137 data_time: 0.0178 memory: 9395 grad_norm: 4.9580 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0620 loss: 2.0620 2022/08/15 23:53:43 - mmengine - INFO - Epoch(train) [131][2000/3757] lr: 1.0000e-02 eta: 1 day, 16:42:29 time: 0.3163 data_time: 0.0180 memory: 9395 grad_norm: 5.1030 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7437 loss: 1.7437 2022/08/15 23:54:14 - mmengine - INFO - Epoch(train) [131][2100/3757] lr: 1.0000e-02 eta: 1 day, 16:41:58 time: 0.3130 data_time: 0.0177 memory: 9395 grad_norm: 4.9756 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1925 loss: 2.1925 2022/08/15 23:54:46 - mmengine - INFO - Epoch(train) [131][2200/3757] lr: 1.0000e-02 eta: 1 day, 16:41:27 time: 0.3138 data_time: 0.0197 memory: 9395 grad_norm: 4.8878 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0154 loss: 2.0154 2022/08/15 23:55:17 - mmengine - INFO - Epoch(train) [131][2300/3757] lr: 1.0000e-02 eta: 1 day, 16:40:56 time: 0.3126 data_time: 0.0167 memory: 9395 grad_norm: 4.8894 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1051 loss: 2.1051 2022/08/15 23:55:49 - mmengine - INFO - Epoch(train) [131][2400/3757] lr: 1.0000e-02 eta: 1 day, 16:40:26 time: 0.3129 data_time: 0.0168 memory: 9395 grad_norm: 4.9492 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2285 loss: 2.2285 2022/08/15 23:56:21 - mmengine - INFO - Epoch(train) [131][2500/3757] lr: 1.0000e-02 eta: 1 day, 16:39:55 time: 0.3175 data_time: 0.0172 memory: 9395 grad_norm: 4.8618 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 1.9352 loss: 1.9352 2022/08/15 23:56:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/15 23:56:52 - mmengine - INFO - Epoch(train) [131][2600/3757] lr: 1.0000e-02 eta: 1 day, 16:39:24 time: 0.3158 data_time: 0.0186 memory: 9395 grad_norm: 4.9873 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9830 loss: 1.9830 2022/08/15 23:57:24 - mmengine - INFO - Epoch(train) [131][2700/3757] lr: 1.0000e-02 eta: 1 day, 16:38:54 time: 0.3132 data_time: 0.0178 memory: 9395 grad_norm: 4.9600 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7942 loss: 1.7942 2022/08/15 23:57:55 - mmengine - INFO - Epoch(train) [131][2800/3757] lr: 1.0000e-02 eta: 1 day, 16:38:23 time: 0.3154 data_time: 0.0189 memory: 9395 grad_norm: 4.9076 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2012 loss: 2.2012 2022/08/15 23:58:27 - mmengine - INFO - Epoch(train) [131][2900/3757] lr: 1.0000e-02 eta: 1 day, 16:37:52 time: 0.3134 data_time: 0.0168 memory: 9395 grad_norm: 5.0041 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0702 loss: 2.0702 2022/08/15 23:58:58 - mmengine - INFO - Epoch(train) [131][3000/3757] lr: 1.0000e-02 eta: 1 day, 16:37:21 time: 0.3142 data_time: 0.0173 memory: 9395 grad_norm: 5.0585 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7762 loss: 1.7762 2022/08/15 23:59:30 - mmengine - INFO - Epoch(train) [131][3100/3757] lr: 1.0000e-02 eta: 1 day, 16:36:51 time: 0.3134 data_time: 0.0175 memory: 9395 grad_norm: 5.0955 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0472 loss: 2.0472 2022/08/16 00:00:04 - mmengine - INFO - Epoch(train) [131][3200/3757] lr: 1.0000e-02 eta: 1 day, 16:36:23 time: 0.4692 data_time: 0.0194 memory: 9395 grad_norm: 5.0939 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2608 loss: 2.2608 2022/08/16 00:00:36 - mmengine - INFO - Epoch(train) [131][3300/3757] lr: 1.0000e-02 eta: 1 day, 16:35:53 time: 0.3144 data_time: 0.0172 memory: 9395 grad_norm: 5.0018 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0735 loss: 2.0735 2022/08/16 00:01:08 - mmengine - INFO - Epoch(train) [131][3400/3757] lr: 1.0000e-02 eta: 1 day, 16:35:22 time: 0.3132 data_time: 0.0167 memory: 9395 grad_norm: 5.0418 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2772 loss: 2.2772 2022/08/16 00:01:40 - mmengine - INFO - Epoch(train) [131][3500/3757] lr: 1.0000e-02 eta: 1 day, 16:34:51 time: 0.3133 data_time: 0.0175 memory: 9395 grad_norm: 5.0425 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9629 loss: 1.9629 2022/08/16 00:02:08 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 00:02:11 - mmengine - INFO - Epoch(train) [131][3600/3757] lr: 1.0000e-02 eta: 1 day, 16:34:20 time: 0.3132 data_time: 0.0167 memory: 9395 grad_norm: 4.8032 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9234 loss: 1.9234 2022/08/16 00:02:43 - mmengine - INFO - Epoch(train) [131][3700/3757] lr: 1.0000e-02 eta: 1 day, 16:33:50 time: 0.3164 data_time: 0.0170 memory: 9395 grad_norm: 5.0611 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0135 loss: 2.0135 2022/08/16 00:03:00 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 00:03:00 - mmengine - INFO - Epoch(train) [131][3757/3757] lr: 1.0000e-02 eta: 1 day, 16:33:37 time: 0.3077 data_time: 0.0171 memory: 9395 grad_norm: 4.9602 top1_acc: 0.5714 top5_acc: 0.7143 loss_cls: 1.9290 loss: 1.9290 2022/08/16 00:03:34 - mmengine - INFO - Epoch(train) [132][100/3757] lr: 1.0000e-02 eta: 1 day, 16:32:58 time: 0.3132 data_time: 0.0174 memory: 9395 grad_norm: 4.9589 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1015 loss: 2.1015 2022/08/16 00:04:05 - mmengine - INFO - Epoch(train) [132][200/3757] lr: 1.0000e-02 eta: 1 day, 16:32:27 time: 0.3138 data_time: 0.0170 memory: 9395 grad_norm: 4.9522 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1666 loss: 2.1666 2022/08/16 00:04:37 - mmengine - INFO - Epoch(train) [132][300/3757] lr: 1.0000e-02 eta: 1 day, 16:31:56 time: 0.3145 data_time: 0.0186 memory: 9395 grad_norm: 5.0536 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.3121 loss: 2.3121 2022/08/16 00:05:08 - mmengine - INFO - Epoch(train) [132][400/3757] lr: 1.0000e-02 eta: 1 day, 16:31:26 time: 0.3144 data_time: 0.0170 memory: 9395 grad_norm: 5.0379 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0485 loss: 2.0485 2022/08/16 00:05:40 - mmengine - INFO - Epoch(train) [132][500/3757] lr: 1.0000e-02 eta: 1 day, 16:30:55 time: 0.3123 data_time: 0.0165 memory: 9395 grad_norm: 5.0209 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0733 loss: 2.0733 2022/08/16 00:06:11 - mmengine - INFO - Epoch(train) [132][600/3757] lr: 1.0000e-02 eta: 1 day, 16:30:24 time: 0.3124 data_time: 0.0173 memory: 9395 grad_norm: 5.2469 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1390 loss: 2.1390 2022/08/16 00:06:43 - mmengine - INFO - Epoch(train) [132][700/3757] lr: 1.0000e-02 eta: 1 day, 16:29:53 time: 0.3131 data_time: 0.0168 memory: 9395 grad_norm: 5.0953 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0338 loss: 2.0338 2022/08/16 00:07:14 - mmengine - INFO - Epoch(train) [132][800/3757] lr: 1.0000e-02 eta: 1 day, 16:29:23 time: 0.3132 data_time: 0.0154 memory: 9395 grad_norm: 4.8036 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0081 loss: 2.0081 2022/08/16 00:07:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 00:07:46 - mmengine - INFO - Epoch(train) [132][900/3757] lr: 1.0000e-02 eta: 1 day, 16:28:52 time: 0.3147 data_time: 0.0178 memory: 9395 grad_norm: 5.0205 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9446 loss: 1.9446 2022/08/16 00:08:17 - mmengine - INFO - Epoch(train) [132][1000/3757] lr: 1.0000e-02 eta: 1 day, 16:28:21 time: 0.3156 data_time: 0.0190 memory: 9395 grad_norm: 5.0393 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3857 loss: 2.3857 2022/08/16 00:08:49 - mmengine - INFO - Epoch(train) [132][1100/3757] lr: 1.0000e-02 eta: 1 day, 16:27:50 time: 0.3129 data_time: 0.0165 memory: 9395 grad_norm: 5.0804 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8452 loss: 1.8452 2022/08/16 00:09:21 - mmengine - INFO - Epoch(train) [132][1200/3757] lr: 1.0000e-02 eta: 1 day, 16:27:20 time: 0.3124 data_time: 0.0168 memory: 9395 grad_norm: 4.9279 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1844 loss: 2.1844 2022/08/16 00:09:52 - mmengine - INFO - Epoch(train) [132][1300/3757] lr: 1.0000e-02 eta: 1 day, 16:26:49 time: 0.3117 data_time: 0.0163 memory: 9395 grad_norm: 4.9959 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7660 loss: 1.7660 2022/08/16 00:10:24 - mmengine - INFO - Epoch(train) [132][1400/3757] lr: 1.0000e-02 eta: 1 day, 16:26:18 time: 0.3129 data_time: 0.0166 memory: 9395 grad_norm: 5.0269 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0069 loss: 2.0069 2022/08/16 00:10:55 - mmengine - INFO - Epoch(train) [132][1500/3757] lr: 1.0000e-02 eta: 1 day, 16:25:48 time: 0.3131 data_time: 0.0170 memory: 9395 grad_norm: 5.0211 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2578 loss: 2.2578 2022/08/16 00:11:27 - mmengine - INFO - Epoch(train) [132][1600/3757] lr: 1.0000e-02 eta: 1 day, 16:25:17 time: 0.3146 data_time: 0.0174 memory: 9395 grad_norm: 4.8509 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7996 loss: 1.7996 2022/08/16 00:11:58 - mmengine - INFO - Epoch(train) [132][1700/3757] lr: 1.0000e-02 eta: 1 day, 16:24:46 time: 0.3150 data_time: 0.0180 memory: 9395 grad_norm: 5.1299 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2137 loss: 2.2137 2022/08/16 00:12:30 - mmengine - INFO - Epoch(train) [132][1800/3757] lr: 1.0000e-02 eta: 1 day, 16:24:15 time: 0.3135 data_time: 0.0172 memory: 9395 grad_norm: 4.9278 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 1.9124 loss: 1.9124 2022/08/16 00:12:40 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 00:13:01 - mmengine - INFO - Epoch(train) [132][1900/3757] lr: 1.0000e-02 eta: 1 day, 16:23:45 time: 0.3141 data_time: 0.0182 memory: 9395 grad_norm: 4.7863 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2752 loss: 2.2752 2022/08/16 00:13:33 - mmengine - INFO - Epoch(train) [132][2000/3757] lr: 1.0000e-02 eta: 1 day, 16:23:14 time: 0.3139 data_time: 0.0172 memory: 9395 grad_norm: 4.9577 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9726 loss: 1.9726 2022/08/16 00:14:05 - mmengine - INFO - Epoch(train) [132][2100/3757] lr: 1.0000e-02 eta: 1 day, 16:22:43 time: 0.3158 data_time: 0.0177 memory: 9395 grad_norm: 4.9770 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0950 loss: 2.0950 2022/08/16 00:14:36 - mmengine - INFO - Epoch(train) [132][2200/3757] lr: 1.0000e-02 eta: 1 day, 16:22:13 time: 0.3149 data_time: 0.0171 memory: 9395 grad_norm: 5.1002 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8903 loss: 1.8903 2022/08/16 00:15:08 - mmengine - INFO - Epoch(train) [132][2300/3757] lr: 1.0000e-02 eta: 1 day, 16:21:42 time: 0.3149 data_time: 0.0172 memory: 9395 grad_norm: 4.9633 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0802 loss: 2.0802 2022/08/16 00:15:39 - mmengine - INFO - Epoch(train) [132][2400/3757] lr: 1.0000e-02 eta: 1 day, 16:21:11 time: 0.3123 data_time: 0.0169 memory: 9395 grad_norm: 4.8567 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3611 loss: 2.3611 2022/08/16 00:16:11 - mmengine - INFO - Epoch(train) [132][2500/3757] lr: 1.0000e-02 eta: 1 day, 16:20:41 time: 0.3195 data_time: 0.0199 memory: 9395 grad_norm: 4.9215 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1471 loss: 2.1471 2022/08/16 00:16:42 - mmengine - INFO - Epoch(train) [132][2600/3757] lr: 1.0000e-02 eta: 1 day, 16:20:10 time: 0.3135 data_time: 0.0184 memory: 9395 grad_norm: 4.9831 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0659 loss: 2.0659 2022/08/16 00:17:14 - mmengine - INFO - Epoch(train) [132][2700/3757] lr: 1.0000e-02 eta: 1 day, 16:19:39 time: 0.3137 data_time: 0.0179 memory: 9395 grad_norm: 5.1101 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8585 loss: 1.8585 2022/08/16 00:17:45 - mmengine - INFO - Epoch(train) [132][2800/3757] lr: 1.0000e-02 eta: 1 day, 16:19:08 time: 0.3154 data_time: 0.0166 memory: 9395 grad_norm: 4.7588 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8854 loss: 1.8854 2022/08/16 00:17:56 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 00:18:17 - mmengine - INFO - Epoch(train) [132][2900/3757] lr: 1.0000e-02 eta: 1 day, 16:18:38 time: 0.3158 data_time: 0.0179 memory: 9395 grad_norm: 5.0540 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9710 loss: 1.9710 2022/08/16 00:18:49 - mmengine - INFO - Epoch(train) [132][3000/3757] lr: 1.0000e-02 eta: 1 day, 16:18:07 time: 0.3139 data_time: 0.0176 memory: 9395 grad_norm: 5.0159 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0831 loss: 2.0831 2022/08/16 00:19:20 - mmengine - INFO - Epoch(train) [132][3100/3757] lr: 1.0000e-02 eta: 1 day, 16:17:36 time: 0.3131 data_time: 0.0171 memory: 9395 grad_norm: 5.1046 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3313 loss: 2.3313 2022/08/16 00:19:52 - mmengine - INFO - Epoch(train) [132][3200/3757] lr: 1.0000e-02 eta: 1 day, 16:17:06 time: 0.3146 data_time: 0.0171 memory: 9395 grad_norm: 4.9538 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1110 loss: 2.1110 2022/08/16 00:20:24 - mmengine - INFO - Epoch(train) [132][3300/3757] lr: 1.0000e-02 eta: 1 day, 16:16:35 time: 0.3130 data_time: 0.0168 memory: 9395 grad_norm: 4.9576 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0292 loss: 2.0292 2022/08/16 00:20:55 - mmengine - INFO - Epoch(train) [132][3400/3757] lr: 1.0000e-02 eta: 1 day, 16:16:04 time: 0.3148 data_time: 0.0181 memory: 9395 grad_norm: 4.9880 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9941 loss: 1.9941 2022/08/16 00:21:27 - mmengine - INFO - Epoch(train) [132][3500/3757] lr: 1.0000e-02 eta: 1 day, 16:15:33 time: 0.3127 data_time: 0.0170 memory: 9395 grad_norm: 5.0173 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 2.2450 loss: 2.2450 2022/08/16 00:21:58 - mmengine - INFO - Epoch(train) [132][3600/3757] lr: 1.0000e-02 eta: 1 day, 16:15:03 time: 0.3167 data_time: 0.0186 memory: 9395 grad_norm: 4.9494 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9071 loss: 1.9071 2022/08/16 00:22:30 - mmengine - INFO - Epoch(train) [132][3700/3757] lr: 1.0000e-02 eta: 1 day, 16:14:32 time: 0.3129 data_time: 0.0173 memory: 9395 grad_norm: 4.9513 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0712 loss: 2.0712 2022/08/16 00:22:47 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 00:22:47 - mmengine - INFO - Epoch(train) [132][3757/3757] lr: 1.0000e-02 eta: 1 day, 16:14:20 time: 0.3080 data_time: 0.0173 memory: 9395 grad_norm: 5.0338 top1_acc: 0.2857 top5_acc: 0.5714 loss_cls: 2.2939 loss: 2.2939 2022/08/16 00:22:48 - mmengine - INFO - Saving checkpoint at 132 epochs 2022/08/16 00:23:16 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 00:23:24 - mmengine - INFO - Epoch(train) [133][100/3757] lr: 1.0000e-02 eta: 1 day, 16:13:39 time: 0.3157 data_time: 0.0179 memory: 9395 grad_norm: 5.1489 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9419 loss: 1.9419 2022/08/16 00:23:55 - mmengine - INFO - Epoch(train) [133][200/3757] lr: 1.0000e-02 eta: 1 day, 16:13:09 time: 0.3144 data_time: 0.0173 memory: 9395 grad_norm: 4.9880 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7113 loss: 1.7113 2022/08/16 00:24:27 - mmengine - INFO - Epoch(train) [133][300/3757] lr: 1.0000e-02 eta: 1 day, 16:12:38 time: 0.3141 data_time: 0.0186 memory: 9395 grad_norm: 4.7952 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1814 loss: 2.1814 2022/08/16 00:24:58 - mmengine - INFO - Epoch(train) [133][400/3757] lr: 1.0000e-02 eta: 1 day, 16:12:07 time: 0.3134 data_time: 0.0167 memory: 9395 grad_norm: 5.0454 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9438 loss: 1.9438 2022/08/16 00:25:30 - mmengine - INFO - Epoch(train) [133][500/3757] lr: 1.0000e-02 eta: 1 day, 16:11:36 time: 0.3131 data_time: 0.0177 memory: 9395 grad_norm: 5.0408 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8739 loss: 1.8739 2022/08/16 00:26:01 - mmengine - INFO - Epoch(train) [133][600/3757] lr: 1.0000e-02 eta: 1 day, 16:11:06 time: 0.3146 data_time: 0.0176 memory: 9395 grad_norm: 4.9686 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8855 loss: 1.8855 2022/08/16 00:26:33 - mmengine - INFO - Epoch(train) [133][700/3757] lr: 1.0000e-02 eta: 1 day, 16:10:35 time: 0.3121 data_time: 0.0171 memory: 9395 grad_norm: 5.1446 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1515 loss: 2.1515 2022/08/16 00:27:04 - mmengine - INFO - Epoch(train) [133][800/3757] lr: 1.0000e-02 eta: 1 day, 16:10:04 time: 0.3121 data_time: 0.0170 memory: 9395 grad_norm: 4.9676 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8156 loss: 1.8156 2022/08/16 00:27:36 - mmengine - INFO - Epoch(train) [133][900/3757] lr: 1.0000e-02 eta: 1 day, 16:09:33 time: 0.3153 data_time: 0.0180 memory: 9395 grad_norm: 5.0517 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2148 loss: 2.2148 2022/08/16 00:28:07 - mmengine - INFO - Epoch(train) [133][1000/3757] lr: 1.0000e-02 eta: 1 day, 16:09:03 time: 0.3132 data_time: 0.0174 memory: 9395 grad_norm: 5.1031 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8558 loss: 1.8558 2022/08/16 00:28:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 00:28:39 - mmengine - INFO - Epoch(train) [133][1100/3757] lr: 1.0000e-02 eta: 1 day, 16:08:32 time: 0.3174 data_time: 0.0179 memory: 9395 grad_norm: 4.8861 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0015 loss: 2.0015 2022/08/16 00:29:11 - mmengine - INFO - Epoch(train) [133][1200/3757] lr: 1.0000e-02 eta: 1 day, 16:08:01 time: 0.3139 data_time: 0.0175 memory: 9395 grad_norm: 5.0191 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0842 loss: 2.0842 2022/08/16 00:29:42 - mmengine - INFO - Epoch(train) [133][1300/3757] lr: 1.0000e-02 eta: 1 day, 16:07:30 time: 0.3121 data_time: 0.0173 memory: 9395 grad_norm: 5.0485 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9640 loss: 1.9640 2022/08/16 00:30:14 - mmengine - INFO - Epoch(train) [133][1400/3757] lr: 1.0000e-02 eta: 1 day, 16:07:00 time: 0.3138 data_time: 0.0173 memory: 9395 grad_norm: 4.8600 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1693 loss: 2.1693 2022/08/16 00:30:45 - mmengine - INFO - Epoch(train) [133][1500/3757] lr: 1.0000e-02 eta: 1 day, 16:06:29 time: 0.3151 data_time: 0.0185 memory: 9395 grad_norm: 4.9542 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0210 loss: 2.0210 2022/08/16 00:31:17 - mmengine - INFO - Epoch(train) [133][1600/3757] lr: 1.0000e-02 eta: 1 day, 16:05:58 time: 0.3142 data_time: 0.0173 memory: 9395 grad_norm: 4.7687 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0249 loss: 2.0249 2022/08/16 00:31:48 - mmengine - INFO - Epoch(train) [133][1700/3757] lr: 1.0000e-02 eta: 1 day, 16:05:27 time: 0.3152 data_time: 0.0175 memory: 9395 grad_norm: 4.9622 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0864 loss: 2.0864 2022/08/16 00:32:20 - mmengine - INFO - Epoch(train) [133][1800/3757] lr: 1.0000e-02 eta: 1 day, 16:04:57 time: 0.3145 data_time: 0.0179 memory: 9395 grad_norm: 5.1244 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2744 loss: 2.2744 2022/08/16 00:32:51 - mmengine - INFO - Epoch(train) [133][1900/3757] lr: 1.0000e-02 eta: 1 day, 16:04:26 time: 0.3134 data_time: 0.0169 memory: 9395 grad_norm: 4.9419 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.2039 loss: 2.2039 2022/08/16 00:33:23 - mmengine - INFO - Epoch(train) [133][2000/3757] lr: 1.0000e-02 eta: 1 day, 16:03:55 time: 0.3120 data_time: 0.0170 memory: 9395 grad_norm: 5.0099 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8689 loss: 1.8689 2022/08/16 00:33:47 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 00:33:54 - mmengine - INFO - Epoch(train) [133][2100/3757] lr: 1.0000e-02 eta: 1 day, 16:03:24 time: 0.3129 data_time: 0.0182 memory: 9395 grad_norm: 4.8535 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0748 loss: 2.0748 2022/08/16 00:34:26 - mmengine - INFO - Epoch(train) [133][2200/3757] lr: 1.0000e-02 eta: 1 day, 16:02:54 time: 0.3139 data_time: 0.0173 memory: 9395 grad_norm: 5.1176 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9451 loss: 1.9451 2022/08/16 00:34:58 - mmengine - INFO - Epoch(train) [133][2300/3757] lr: 1.0000e-02 eta: 1 day, 16:02:23 time: 0.3139 data_time: 0.0169 memory: 9395 grad_norm: 5.0523 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0084 loss: 2.0084 2022/08/16 00:35:29 - mmengine - INFO - Epoch(train) [133][2400/3757] lr: 1.0000e-02 eta: 1 day, 16:01:52 time: 0.3144 data_time: 0.0180 memory: 9395 grad_norm: 5.0564 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0904 loss: 2.0904 2022/08/16 00:36:01 - mmengine - INFO - Epoch(train) [133][2500/3757] lr: 1.0000e-02 eta: 1 day, 16:01:22 time: 0.3146 data_time: 0.0174 memory: 9395 grad_norm: 5.1765 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8400 loss: 1.8400 2022/08/16 00:36:32 - mmengine - INFO - Epoch(train) [133][2600/3757] lr: 1.0000e-02 eta: 1 day, 16:00:51 time: 0.3133 data_time: 0.0171 memory: 9395 grad_norm: 4.9493 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2226 loss: 2.2226 2022/08/16 00:37:04 - mmengine - INFO - Epoch(train) [133][2700/3757] lr: 1.0000e-02 eta: 1 day, 16:00:20 time: 0.3119 data_time: 0.0172 memory: 9395 grad_norm: 5.2040 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1202 loss: 2.1202 2022/08/16 00:37:35 - mmengine - INFO - Epoch(train) [133][2800/3757] lr: 1.0000e-02 eta: 1 day, 15:59:49 time: 0.3140 data_time: 0.0172 memory: 9395 grad_norm: 5.1420 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8874 loss: 1.8874 2022/08/16 00:38:07 - mmengine - INFO - Epoch(train) [133][2900/3757] lr: 1.0000e-02 eta: 1 day, 15:59:19 time: 0.3155 data_time: 0.0162 memory: 9395 grad_norm: 4.7991 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9993 loss: 1.9993 2022/08/16 00:38:38 - mmengine - INFO - Epoch(train) [133][3000/3757] lr: 1.0000e-02 eta: 1 day, 15:58:48 time: 0.3126 data_time: 0.0171 memory: 9395 grad_norm: 5.0546 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.9153 loss: 1.9153 2022/08/16 00:39:02 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 00:39:10 - mmengine - INFO - Epoch(train) [133][3100/3757] lr: 1.0000e-02 eta: 1 day, 15:58:17 time: 0.3143 data_time: 0.0191 memory: 9395 grad_norm: 4.8938 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0032 loss: 2.0032 2022/08/16 00:39:41 - mmengine - INFO - Epoch(train) [133][3200/3757] lr: 1.0000e-02 eta: 1 day, 15:57:46 time: 0.3135 data_time: 0.0181 memory: 9395 grad_norm: 5.1358 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9937 loss: 1.9937 2022/08/16 00:40:13 - mmengine - INFO - Epoch(train) [133][3300/3757] lr: 1.0000e-02 eta: 1 day, 15:57:15 time: 0.3135 data_time: 0.0166 memory: 9395 grad_norm: 5.2346 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1445 loss: 2.1445 2022/08/16 00:40:44 - mmengine - INFO - Epoch(train) [133][3400/3757] lr: 1.0000e-02 eta: 1 day, 15:56:45 time: 0.3124 data_time: 0.0168 memory: 9395 grad_norm: 4.9889 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0922 loss: 2.0922 2022/08/16 00:41:16 - mmengine - INFO - Epoch(train) [133][3500/3757] lr: 1.0000e-02 eta: 1 day, 15:56:14 time: 0.3134 data_time: 0.0182 memory: 9395 grad_norm: 5.0483 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3520 loss: 2.3520 2022/08/16 00:41:47 - mmengine - INFO - Epoch(train) [133][3600/3757] lr: 1.0000e-02 eta: 1 day, 15:55:43 time: 0.3140 data_time: 0.0175 memory: 9395 grad_norm: 5.0549 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4186 loss: 2.4186 2022/08/16 00:42:19 - mmengine - INFO - Epoch(train) [133][3700/3757] lr: 1.0000e-02 eta: 1 day, 15:55:12 time: 0.3160 data_time: 0.0176 memory: 9395 grad_norm: 5.0999 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2088 loss: 2.2088 2022/08/16 00:42:37 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 00:42:37 - mmengine - INFO - Epoch(train) [133][3757/3757] lr: 1.0000e-02 eta: 1 day, 15:55:00 time: 0.3077 data_time: 0.0179 memory: 9395 grad_norm: 4.8759 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 2.2488 loss: 2.2488 2022/08/16 00:43:10 - mmengine - INFO - Epoch(train) [134][100/3757] lr: 1.0000e-02 eta: 1 day, 15:54:21 time: 0.3152 data_time: 0.0176 memory: 9395 grad_norm: 5.0490 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2877 loss: 2.2877 2022/08/16 00:43:41 - mmengine - INFO - Epoch(train) [134][200/3757] lr: 1.0000e-02 eta: 1 day, 15:53:50 time: 0.3135 data_time: 0.0177 memory: 9395 grad_norm: 5.0798 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2362 loss: 2.2362 2022/08/16 00:44:13 - mmengine - INFO - Epoch(train) [134][300/3757] lr: 1.0000e-02 eta: 1 day, 15:53:19 time: 0.3127 data_time: 0.0174 memory: 9395 grad_norm: 5.1088 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1013 loss: 2.1013 2022/08/16 00:44:19 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 00:44:45 - mmengine - INFO - Epoch(train) [134][400/3757] lr: 1.0000e-02 eta: 1 day, 15:52:48 time: 0.3128 data_time: 0.0178 memory: 9395 grad_norm: 5.0200 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1696 loss: 2.1696 2022/08/16 00:45:16 - mmengine - INFO - Epoch(train) [134][500/3757] lr: 1.0000e-02 eta: 1 day, 15:52:18 time: 0.3146 data_time: 0.0170 memory: 9395 grad_norm: 4.7918 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0632 loss: 2.0632 2022/08/16 00:45:48 - mmengine - INFO - Epoch(train) [134][600/3757] lr: 1.0000e-02 eta: 1 day, 15:51:47 time: 0.3153 data_time: 0.0204 memory: 9395 grad_norm: 4.9851 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9823 loss: 1.9823 2022/08/16 00:46:19 - mmengine - INFO - Epoch(train) [134][700/3757] lr: 1.0000e-02 eta: 1 day, 15:51:16 time: 0.3127 data_time: 0.0166 memory: 9395 grad_norm: 5.1228 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1185 loss: 2.1185 2022/08/16 00:46:51 - mmengine - INFO - Epoch(train) [134][800/3757] lr: 1.0000e-02 eta: 1 day, 15:50:46 time: 0.3121 data_time: 0.0168 memory: 9395 grad_norm: 5.1377 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0489 loss: 2.0489 2022/08/16 00:47:23 - mmengine - INFO - Epoch(train) [134][900/3757] lr: 1.0000e-02 eta: 1 day, 15:50:15 time: 0.3129 data_time: 0.0170 memory: 9395 grad_norm: 5.0141 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8980 loss: 1.8980 2022/08/16 00:47:54 - mmengine - INFO - Epoch(train) [134][1000/3757] lr: 1.0000e-02 eta: 1 day, 15:49:44 time: 0.3134 data_time: 0.0175 memory: 9395 grad_norm: 4.8221 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8122 loss: 1.8122 2022/08/16 00:48:26 - mmengine - INFO - Epoch(train) [134][1100/3757] lr: 1.0000e-02 eta: 1 day, 15:49:13 time: 0.3126 data_time: 0.0166 memory: 9395 grad_norm: 5.0578 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0981 loss: 2.0981 2022/08/16 00:48:57 - mmengine - INFO - Epoch(train) [134][1200/3757] lr: 1.0000e-02 eta: 1 day, 15:48:43 time: 0.3145 data_time: 0.0181 memory: 9395 grad_norm: 4.8909 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2706 loss: 2.2706 2022/08/16 00:49:29 - mmengine - INFO - Epoch(train) [134][1300/3757] lr: 1.0000e-02 eta: 1 day, 15:48:12 time: 0.3140 data_time: 0.0179 memory: 9395 grad_norm: 4.8883 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8809 loss: 1.8809 2022/08/16 00:49:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 00:50:01 - mmengine - INFO - Epoch(train) [134][1400/3757] lr: 1.0000e-02 eta: 1 day, 15:47:41 time: 0.3150 data_time: 0.0176 memory: 9395 grad_norm: 4.8979 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6801 loss: 1.6801 2022/08/16 00:50:32 - mmengine - INFO - Epoch(train) [134][1500/3757] lr: 1.0000e-02 eta: 1 day, 15:47:11 time: 0.3144 data_time: 0.0178 memory: 9395 grad_norm: 4.8313 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9232 loss: 1.9232 2022/08/16 00:51:04 - mmengine - INFO - Epoch(train) [134][1600/3757] lr: 1.0000e-02 eta: 1 day, 15:46:40 time: 0.3117 data_time: 0.0166 memory: 9395 grad_norm: 4.9186 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3129 loss: 2.3129 2022/08/16 00:51:35 - mmengine - INFO - Epoch(train) [134][1700/3757] lr: 1.0000e-02 eta: 1 day, 15:46:09 time: 0.3125 data_time: 0.0177 memory: 9395 grad_norm: 5.1100 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0437 loss: 2.0437 2022/08/16 00:52:07 - mmengine - INFO - Epoch(train) [134][1800/3757] lr: 1.0000e-02 eta: 1 day, 15:45:39 time: 0.3124 data_time: 0.0170 memory: 9395 grad_norm: 5.0726 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0859 loss: 2.0859 2022/08/16 00:52:39 - mmengine - INFO - Epoch(train) [134][1900/3757] lr: 1.0000e-02 eta: 1 day, 15:45:08 time: 0.3150 data_time: 0.0183 memory: 9395 grad_norm: 4.8144 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9500 loss: 1.9500 2022/08/16 00:53:10 - mmengine - INFO - Epoch(train) [134][2000/3757] lr: 1.0000e-02 eta: 1 day, 15:44:37 time: 0.3134 data_time: 0.0187 memory: 9395 grad_norm: 5.0675 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.0851 loss: 2.0851 2022/08/16 00:53:42 - mmengine - INFO - Epoch(train) [134][2100/3757] lr: 1.0000e-02 eta: 1 day, 15:44:06 time: 0.3143 data_time: 0.0191 memory: 9395 grad_norm: 5.0514 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8438 loss: 1.8438 2022/08/16 00:54:13 - mmengine - INFO - Epoch(train) [134][2200/3757] lr: 1.0000e-02 eta: 1 day, 15:43:36 time: 0.3139 data_time: 0.0175 memory: 9395 grad_norm: 5.0672 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0013 loss: 2.0013 2022/08/16 00:54:45 - mmengine - INFO - Epoch(train) [134][2300/3757] lr: 1.0000e-02 eta: 1 day, 15:43:05 time: 0.3129 data_time: 0.0166 memory: 9395 grad_norm: 5.0947 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0381 loss: 2.0381 2022/08/16 00:54:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 00:55:16 - mmengine - INFO - Epoch(train) [134][2400/3757] lr: 1.0000e-02 eta: 1 day, 15:42:34 time: 0.3134 data_time: 0.0172 memory: 9395 grad_norm: 4.9489 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9669 loss: 1.9669 2022/08/16 00:55:48 - mmengine - INFO - Epoch(train) [134][2500/3757] lr: 1.0000e-02 eta: 1 day, 15:42:03 time: 0.3139 data_time: 0.0199 memory: 9395 grad_norm: 4.9631 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1475 loss: 2.1475 2022/08/16 00:56:20 - mmengine - INFO - Epoch(train) [134][2600/3757] lr: 1.0000e-02 eta: 1 day, 15:41:33 time: 0.3183 data_time: 0.0172 memory: 9395 grad_norm: 5.0182 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1010 loss: 2.1010 2022/08/16 00:56:51 - mmengine - INFO - Epoch(train) [134][2700/3757] lr: 1.0000e-02 eta: 1 day, 15:41:02 time: 0.3163 data_time: 0.0190 memory: 9395 grad_norm: 4.8674 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2347 loss: 2.2347 2022/08/16 00:57:23 - mmengine - INFO - Epoch(train) [134][2800/3757] lr: 1.0000e-02 eta: 1 day, 15:40:32 time: 0.3237 data_time: 0.0171 memory: 9395 grad_norm: 4.9909 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9583 loss: 1.9583 2022/08/16 00:57:54 - mmengine - INFO - Epoch(train) [134][2900/3757] lr: 1.0000e-02 eta: 1 day, 15:40:01 time: 0.3141 data_time: 0.0173 memory: 9395 grad_norm: 5.0646 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0035 loss: 2.0035 2022/08/16 00:58:26 - mmengine - INFO - Epoch(train) [134][3000/3757] lr: 1.0000e-02 eta: 1 day, 15:39:30 time: 0.3127 data_time: 0.0171 memory: 9395 grad_norm: 5.0557 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0586 loss: 2.0586 2022/08/16 00:58:58 - mmengine - INFO - Epoch(train) [134][3100/3757] lr: 1.0000e-02 eta: 1 day, 15:38:59 time: 0.3149 data_time: 0.0169 memory: 9395 grad_norm: 4.8621 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2714 loss: 2.2714 2022/08/16 00:59:29 - mmengine - INFO - Epoch(train) [134][3200/3757] lr: 1.0000e-02 eta: 1 day, 15:38:29 time: 0.3133 data_time: 0.0185 memory: 9395 grad_norm: 5.0559 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9245 loss: 1.9245 2022/08/16 01:00:01 - mmengine - INFO - Epoch(train) [134][3300/3757] lr: 1.0000e-02 eta: 1 day, 15:37:58 time: 0.3168 data_time: 0.0179 memory: 9395 grad_norm: 5.0611 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1157 loss: 2.1157 2022/08/16 01:00:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 01:00:32 - mmengine - INFO - Epoch(train) [134][3400/3757] lr: 1.0000e-02 eta: 1 day, 15:37:27 time: 0.3136 data_time: 0.0172 memory: 9395 grad_norm: 4.9739 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0993 loss: 2.0993 2022/08/16 01:01:04 - mmengine - INFO - Epoch(train) [134][3500/3757] lr: 1.0000e-02 eta: 1 day, 15:36:56 time: 0.3129 data_time: 0.0167 memory: 9395 grad_norm: 5.2786 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8544 loss: 1.8544 2022/08/16 01:01:35 - mmengine - INFO - Epoch(train) [134][3600/3757] lr: 1.0000e-02 eta: 1 day, 15:36:26 time: 0.3129 data_time: 0.0172 memory: 9395 grad_norm: 5.0493 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0042 loss: 2.0042 2022/08/16 01:02:07 - mmengine - INFO - Epoch(train) [134][3700/3757] lr: 1.0000e-02 eta: 1 day, 15:35:55 time: 0.3125 data_time: 0.0177 memory: 9395 grad_norm: 5.0578 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0764 loss: 2.0764 2022/08/16 01:02:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 01:02:25 - mmengine - INFO - Epoch(train) [134][3757/3757] lr: 1.0000e-02 eta: 1 day, 15:35:43 time: 0.3069 data_time: 0.0165 memory: 9395 grad_norm: 4.9884 top1_acc: 0.2857 top5_acc: 0.8571 loss_cls: 1.9783 loss: 1.9783 2022/08/16 01:02:58 - mmengine - INFO - Epoch(train) [135][100/3757] lr: 1.0000e-02 eta: 1 day, 15:35:03 time: 0.3136 data_time: 0.0178 memory: 9395 grad_norm: 5.0074 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0589 loss: 2.0589 2022/08/16 01:03:29 - mmengine - INFO - Epoch(train) [135][200/3757] lr: 1.0000e-02 eta: 1 day, 15:34:32 time: 0.3141 data_time: 0.0180 memory: 9395 grad_norm: 5.0858 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9660 loss: 1.9660 2022/08/16 01:04:01 - mmengine - INFO - Epoch(train) [135][300/3757] lr: 1.0000e-02 eta: 1 day, 15:34:01 time: 0.3167 data_time: 0.0176 memory: 9395 grad_norm: 4.9141 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9626 loss: 1.9626 2022/08/16 01:04:32 - mmengine - INFO - Epoch(train) [135][400/3757] lr: 1.0000e-02 eta: 1 day, 15:33:31 time: 0.3130 data_time: 0.0175 memory: 9395 grad_norm: 4.9417 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8870 loss: 1.8870 2022/08/16 01:05:04 - mmengine - INFO - Epoch(train) [135][500/3757] lr: 1.0000e-02 eta: 1 day, 15:33:00 time: 0.3149 data_time: 0.0172 memory: 9395 grad_norm: 5.0647 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9163 loss: 1.9163 2022/08/16 01:05:23 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 01:05:35 - mmengine - INFO - Epoch(train) [135][600/3757] lr: 1.0000e-02 eta: 1 day, 15:32:29 time: 0.3125 data_time: 0.0159 memory: 9395 grad_norm: 4.9964 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2026 loss: 2.2026 2022/08/16 01:06:07 - mmengine - INFO - Epoch(train) [135][700/3757] lr: 1.0000e-02 eta: 1 day, 15:31:58 time: 0.3134 data_time: 0.0173 memory: 9395 grad_norm: 5.1003 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7836 loss: 1.7836 2022/08/16 01:06:38 - mmengine - INFO - Epoch(train) [135][800/3757] lr: 1.0000e-02 eta: 1 day, 15:31:27 time: 0.3146 data_time: 0.0170 memory: 9395 grad_norm: 5.0768 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2473 loss: 2.2473 2022/08/16 01:07:10 - mmengine - INFO - Epoch(train) [135][900/3757] lr: 1.0000e-02 eta: 1 day, 15:30:57 time: 0.3139 data_time: 0.0170 memory: 9395 grad_norm: 4.9107 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2057 loss: 2.2057 2022/08/16 01:07:41 - mmengine - INFO - Epoch(train) [135][1000/3757] lr: 1.0000e-02 eta: 1 day, 15:30:26 time: 0.3132 data_time: 0.0173 memory: 9395 grad_norm: 5.0563 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1794 loss: 2.1794 2022/08/16 01:08:13 - mmengine - INFO - Epoch(train) [135][1100/3757] lr: 1.0000e-02 eta: 1 day, 15:29:55 time: 0.3150 data_time: 0.0185 memory: 9395 grad_norm: 5.1623 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9991 loss: 1.9991 2022/08/16 01:08:44 - mmengine - INFO - Epoch(train) [135][1200/3757] lr: 1.0000e-02 eta: 1 day, 15:29:24 time: 0.3143 data_time: 0.0175 memory: 9395 grad_norm: 4.8886 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6056 loss: 1.6056 2022/08/16 01:09:16 - mmengine - INFO - Epoch(train) [135][1300/3757] lr: 1.0000e-02 eta: 1 day, 15:28:54 time: 0.3129 data_time: 0.0172 memory: 9395 grad_norm: 4.9595 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0386 loss: 2.0386 2022/08/16 01:09:47 - mmengine - INFO - Epoch(train) [135][1400/3757] lr: 1.0000e-02 eta: 1 day, 15:28:23 time: 0.3128 data_time: 0.0171 memory: 9395 grad_norm: 4.8435 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3337 loss: 2.3337 2022/08/16 01:10:19 - mmengine - INFO - Epoch(train) [135][1500/3757] lr: 1.0000e-02 eta: 1 day, 15:27:52 time: 0.3127 data_time: 0.0171 memory: 9395 grad_norm: 4.9617 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8956 loss: 1.8956 2022/08/16 01:10:39 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 01:10:51 - mmengine - INFO - Epoch(train) [135][1600/3757] lr: 1.0000e-02 eta: 1 day, 15:27:21 time: 0.3139 data_time: 0.0173 memory: 9395 grad_norm: 4.9009 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1118 loss: 2.1118 2022/08/16 01:11:22 - mmengine - INFO - Epoch(train) [135][1700/3757] lr: 1.0000e-02 eta: 1 day, 15:26:51 time: 0.3137 data_time: 0.0194 memory: 9395 grad_norm: 4.8655 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8698 loss: 1.8698 2022/08/16 01:11:54 - mmengine - INFO - Epoch(train) [135][1800/3757] lr: 1.0000e-02 eta: 1 day, 15:26:20 time: 0.3161 data_time: 0.0173 memory: 9395 grad_norm: 5.0069 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1030 loss: 2.1030 2022/08/16 01:12:25 - mmengine - INFO - Epoch(train) [135][1900/3757] lr: 1.0000e-02 eta: 1 day, 15:25:49 time: 0.3130 data_time: 0.0175 memory: 9395 grad_norm: 5.1615 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0275 loss: 2.0275 2022/08/16 01:12:57 - mmengine - INFO - Epoch(train) [135][2000/3757] lr: 1.0000e-02 eta: 1 day, 15:25:18 time: 0.3134 data_time: 0.0170 memory: 9395 grad_norm: 5.0741 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1551 loss: 2.1551 2022/08/16 01:13:28 - mmengine - INFO - Epoch(train) [135][2100/3757] lr: 1.0000e-02 eta: 1 day, 15:24:48 time: 0.3127 data_time: 0.0171 memory: 9395 grad_norm: 4.9823 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1513 loss: 2.1513 2022/08/16 01:14:00 - mmengine - INFO - Epoch(train) [135][2200/3757] lr: 1.0000e-02 eta: 1 day, 15:24:17 time: 0.3133 data_time: 0.0178 memory: 9395 grad_norm: 4.9935 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.0674 loss: 2.0674 2022/08/16 01:14:31 - mmengine - INFO - Epoch(train) [135][2300/3757] lr: 1.0000e-02 eta: 1 day, 15:23:46 time: 0.3160 data_time: 0.0183 memory: 9395 grad_norm: 4.9045 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9993 loss: 1.9993 2022/08/16 01:15:03 - mmengine - INFO - Epoch(train) [135][2400/3757] lr: 1.0000e-02 eta: 1 day, 15:23:15 time: 0.3138 data_time: 0.0174 memory: 9395 grad_norm: 4.9439 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9766 loss: 1.9766 2022/08/16 01:15:35 - mmengine - INFO - Epoch(train) [135][2500/3757] lr: 1.0000e-02 eta: 1 day, 15:22:45 time: 0.3124 data_time: 0.0164 memory: 9395 grad_norm: 4.9911 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1936 loss: 2.1936 2022/08/16 01:15:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 01:16:06 - mmengine - INFO - Epoch(train) [135][2600/3757] lr: 1.0000e-02 eta: 1 day, 15:22:14 time: 0.3133 data_time: 0.0172 memory: 9395 grad_norm: 4.9368 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0833 loss: 2.0833 2022/08/16 01:16:38 - mmengine - INFO - Epoch(train) [135][2700/3757] lr: 1.0000e-02 eta: 1 day, 15:21:43 time: 0.3138 data_time: 0.0173 memory: 9395 grad_norm: 4.9881 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9531 loss: 1.9531 2022/08/16 01:17:09 - mmengine - INFO - Epoch(train) [135][2800/3757] lr: 1.0000e-02 eta: 1 day, 15:21:12 time: 0.3152 data_time: 0.0184 memory: 9395 grad_norm: 5.1777 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2208 loss: 2.2208 2022/08/16 01:17:41 - mmengine - INFO - Epoch(train) [135][2900/3757] lr: 1.0000e-02 eta: 1 day, 15:20:42 time: 0.3145 data_time: 0.0175 memory: 9395 grad_norm: 5.0657 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2025 loss: 2.2025 2022/08/16 01:18:52 - mmengine - INFO - Epoch(train) [135][3000/3757] lr: 1.0000e-02 eta: 1 day, 15:20:47 time: 0.3140 data_time: 0.0175 memory: 9395 grad_norm: 5.2411 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0477 loss: 2.0477 2022/08/16 01:19:24 - mmengine - INFO - Epoch(train) [135][3100/3757] lr: 1.0000e-02 eta: 1 day, 15:20:16 time: 0.3135 data_time: 0.0186 memory: 9395 grad_norm: 5.0293 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8708 loss: 1.8708 2022/08/16 01:19:55 - mmengine - INFO - Epoch(train) [135][3200/3757] lr: 1.0000e-02 eta: 1 day, 15:19:45 time: 0.3139 data_time: 0.0174 memory: 9395 grad_norm: 5.1138 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3414 loss: 2.3414 2022/08/16 01:20:27 - mmengine - INFO - Epoch(train) [135][3300/3757] lr: 1.0000e-02 eta: 1 day, 15:19:15 time: 0.3126 data_time: 0.0168 memory: 9395 grad_norm: 4.9039 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9848 loss: 1.9848 2022/08/16 01:20:59 - mmengine - INFO - Epoch(train) [135][3400/3757] lr: 1.0000e-02 eta: 1 day, 15:18:44 time: 0.3134 data_time: 0.0172 memory: 9395 grad_norm: 5.0186 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2757 loss: 2.2757 2022/08/16 01:21:30 - mmengine - INFO - Epoch(train) [135][3500/3757] lr: 1.0000e-02 eta: 1 day, 15:18:13 time: 0.3145 data_time: 0.0196 memory: 9395 grad_norm: 5.0139 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9928 loss: 1.9928 2022/08/16 01:21:50 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 01:22:02 - mmengine - INFO - Epoch(train) [135][3600/3757] lr: 1.0000e-02 eta: 1 day, 15:17:43 time: 0.3129 data_time: 0.0169 memory: 9395 grad_norm: 5.0609 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9502 loss: 1.9502 2022/08/16 01:22:34 - mmengine - INFO - Epoch(train) [135][3700/3757] lr: 1.0000e-02 eta: 1 day, 15:17:12 time: 0.3225 data_time: 0.0187 memory: 9395 grad_norm: 4.9897 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9203 loss: 1.9203 2022/08/16 01:22:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 01:22:52 - mmengine - INFO - Epoch(train) [135][3757/3757] lr: 1.0000e-02 eta: 1 day, 15:17:00 time: 0.3110 data_time: 0.0190 memory: 9395 grad_norm: 4.9254 top1_acc: 0.7143 top5_acc: 1.0000 loss_cls: 1.8112 loss: 1.8112 2022/08/16 01:23:10 - mmengine - INFO - Epoch(val) [135][100/310] eta: 0:00:42 time: 0.2002 data_time: 0.0989 memory: 1523 2022/08/16 01:23:27 - mmengine - INFO - Epoch(val) [135][200/310] eta: 0:00:18 time: 0.1652 data_time: 0.0663 memory: 1523 2022/08/16 01:23:44 - mmengine - INFO - Epoch(val) [135][300/310] eta: 0:00:01 time: 0.1679 data_time: 0.0686 memory: 1523 2022/08/16 01:23:48 - mmengine - INFO - Epoch(val) [135][310/310] acc/top1: 0.5854 acc/top5: 0.8213 acc/mean1: 0.5853 2022/08/16 01:24:21 - mmengine - INFO - Epoch(train) [136][100/3757] lr: 1.0000e-02 eta: 1 day, 15:16:20 time: 0.3128 data_time: 0.0176 memory: 9395 grad_norm: 4.9850 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9477 loss: 1.9477 2022/08/16 01:24:52 - mmengine - INFO - Epoch(train) [136][200/3757] lr: 1.0000e-02 eta: 1 day, 15:15:49 time: 0.3134 data_time: 0.0180 memory: 9395 grad_norm: 4.8599 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8313 loss: 1.8313 2022/08/16 01:25:24 - mmengine - INFO - Epoch(train) [136][300/3757] lr: 1.0000e-02 eta: 1 day, 15:15:19 time: 0.3134 data_time: 0.0169 memory: 9395 grad_norm: 4.9721 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1141 loss: 2.1141 2022/08/16 01:25:55 - mmengine - INFO - Epoch(train) [136][400/3757] lr: 1.0000e-02 eta: 1 day, 15:14:48 time: 0.3130 data_time: 0.0176 memory: 9395 grad_norm: 5.0486 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0890 loss: 2.0890 2022/08/16 01:26:27 - mmengine - INFO - Epoch(train) [136][500/3757] lr: 1.0000e-02 eta: 1 day, 15:14:17 time: 0.3125 data_time: 0.0173 memory: 9395 grad_norm: 4.9822 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0512 loss: 2.0512 2022/08/16 01:26:58 - mmengine - INFO - Epoch(train) [136][600/3757] lr: 1.0000e-02 eta: 1 day, 15:13:46 time: 0.3140 data_time: 0.0172 memory: 9395 grad_norm: 5.1966 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9211 loss: 1.9211 2022/08/16 01:27:30 - mmengine - INFO - Epoch(train) [136][700/3757] lr: 1.0000e-02 eta: 1 day, 15:13:15 time: 0.3152 data_time: 0.0183 memory: 9395 grad_norm: 4.9798 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.1452 loss: 2.1452 2022/08/16 01:28:01 - mmengine - INFO - Epoch(train) [136][800/3757] lr: 1.0000e-02 eta: 1 day, 15:12:45 time: 0.3145 data_time: 0.0173 memory: 9395 grad_norm: 4.8873 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1098 loss: 2.1098 2022/08/16 01:28:03 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 01:28:33 - mmengine - INFO - Epoch(train) [136][900/3757] lr: 1.0000e-02 eta: 1 day, 15:12:14 time: 0.3142 data_time: 0.0187 memory: 9395 grad_norm: 5.0613 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3932 loss: 2.3932 2022/08/16 01:29:04 - mmengine - INFO - Epoch(train) [136][1000/3757] lr: 1.0000e-02 eta: 1 day, 15:11:43 time: 0.3131 data_time: 0.0190 memory: 9395 grad_norm: 5.0525 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2382 loss: 2.2382 2022/08/16 01:29:36 - mmengine - INFO - Epoch(train) [136][1100/3757] lr: 1.0000e-02 eta: 1 day, 15:11:12 time: 0.3137 data_time: 0.0169 memory: 9395 grad_norm: 4.9037 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8533 loss: 1.8533 2022/08/16 01:30:07 - mmengine - INFO - Epoch(train) [136][1200/3757] lr: 1.0000e-02 eta: 1 day, 15:10:41 time: 0.3130 data_time: 0.0176 memory: 9395 grad_norm: 4.8426 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0314 loss: 2.0314 2022/08/16 01:30:39 - mmengine - INFO - Epoch(train) [136][1300/3757] lr: 1.0000e-02 eta: 1 day, 15:10:11 time: 0.3132 data_time: 0.0172 memory: 9395 grad_norm: 5.1005 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0873 loss: 2.0873 2022/08/16 01:31:11 - mmengine - INFO - Epoch(train) [136][1400/3757] lr: 1.0000e-02 eta: 1 day, 15:09:40 time: 0.3155 data_time: 0.0185 memory: 9395 grad_norm: 5.0032 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3462 loss: 2.3462 2022/08/16 01:31:42 - mmengine - INFO - Epoch(train) [136][1500/3757] lr: 1.0000e-02 eta: 1 day, 15:09:09 time: 0.3141 data_time: 0.0184 memory: 9395 grad_norm: 4.9989 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0838 loss: 2.0838 2022/08/16 01:32:14 - mmengine - INFO - Epoch(train) [136][1600/3757] lr: 1.0000e-02 eta: 1 day, 15:08:38 time: 0.3171 data_time: 0.0185 memory: 9395 grad_norm: 5.0361 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2274 loss: 2.2274 2022/08/16 01:32:45 - mmengine - INFO - Epoch(train) [136][1700/3757] lr: 1.0000e-02 eta: 1 day, 15:08:08 time: 0.3144 data_time: 0.0173 memory: 9395 grad_norm: 5.0380 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9582 loss: 1.9582 2022/08/16 01:33:17 - mmengine - INFO - Epoch(train) [136][1800/3757] lr: 1.0000e-02 eta: 1 day, 15:07:37 time: 0.3126 data_time: 0.0166 memory: 9395 grad_norm: 4.9910 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1210 loss: 2.1210 2022/08/16 01:33:18 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 01:33:48 - mmengine - INFO - Epoch(train) [136][1900/3757] lr: 1.0000e-02 eta: 1 day, 15:07:06 time: 0.3142 data_time: 0.0167 memory: 9395 grad_norm: 4.9483 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1082 loss: 2.1082 2022/08/16 01:34:20 - mmengine - INFO - Epoch(train) [136][2000/3757] lr: 1.0000e-02 eta: 1 day, 15:06:35 time: 0.3124 data_time: 0.0175 memory: 9395 grad_norm: 5.1743 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3196 loss: 2.3196 2022/08/16 01:34:51 - mmengine - INFO - Epoch(train) [136][2100/3757] lr: 1.0000e-02 eta: 1 day, 15:06:04 time: 0.3172 data_time: 0.0176 memory: 9395 grad_norm: 5.1660 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2007 loss: 2.2007 2022/08/16 01:35:23 - mmengine - INFO - Epoch(train) [136][2200/3757] lr: 1.0000e-02 eta: 1 day, 15:05:34 time: 0.3129 data_time: 0.0176 memory: 9395 grad_norm: 5.0002 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0986 loss: 2.0986 2022/08/16 01:35:55 - mmengine - INFO - Epoch(train) [136][2300/3757] lr: 1.0000e-02 eta: 1 day, 15:05:03 time: 0.3138 data_time: 0.0174 memory: 9395 grad_norm: 5.1291 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1744 loss: 2.1744 2022/08/16 01:36:26 - mmengine - INFO - Epoch(train) [136][2400/3757] lr: 1.0000e-02 eta: 1 day, 15:04:32 time: 0.3189 data_time: 0.0172 memory: 9395 grad_norm: 5.1313 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0040 loss: 2.0040 2022/08/16 01:36:58 - mmengine - INFO - Epoch(train) [136][2500/3757] lr: 1.0000e-02 eta: 1 day, 15:04:01 time: 0.3143 data_time: 0.0179 memory: 9395 grad_norm: 5.0196 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9617 loss: 1.9617 2022/08/16 01:37:29 - mmengine - INFO - Epoch(train) [136][2600/3757] lr: 1.0000e-02 eta: 1 day, 15:03:31 time: 0.3138 data_time: 0.0166 memory: 9395 grad_norm: 5.1587 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0029 loss: 2.0029 2022/08/16 01:38:01 - mmengine - INFO - Epoch(train) [136][2700/3757] lr: 1.0000e-02 eta: 1 day, 15:03:00 time: 0.3145 data_time: 0.0170 memory: 9395 grad_norm: 5.1014 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0790 loss: 2.0790 2022/08/16 01:38:32 - mmengine - INFO - Epoch(train) [136][2800/3757] lr: 1.0000e-02 eta: 1 day, 15:02:29 time: 0.3162 data_time: 0.0184 memory: 9395 grad_norm: 5.1264 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9713 loss: 1.9713 2022/08/16 01:38:34 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 01:39:04 - mmengine - INFO - Epoch(train) [136][2900/3757] lr: 1.0000e-02 eta: 1 day, 15:01:58 time: 0.3123 data_time: 0.0181 memory: 9395 grad_norm: 4.9692 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9091 loss: 1.9091 2022/08/16 01:39:35 - mmengine - INFO - Epoch(train) [136][3000/3757] lr: 1.0000e-02 eta: 1 day, 15:01:27 time: 0.3137 data_time: 0.0188 memory: 9395 grad_norm: 5.1235 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0860 loss: 2.0860 2022/08/16 01:40:07 - mmengine - INFO - Epoch(train) [136][3100/3757] lr: 1.0000e-02 eta: 1 day, 15:00:57 time: 0.3140 data_time: 0.0177 memory: 9395 grad_norm: 4.9618 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1855 loss: 2.1855 2022/08/16 01:40:39 - mmengine - INFO - Epoch(train) [136][3200/3757] lr: 1.0000e-02 eta: 1 day, 15:00:26 time: 0.3162 data_time: 0.0186 memory: 9395 grad_norm: 5.0645 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7746 loss: 1.7746 2022/08/16 01:41:10 - mmengine - INFO - Epoch(train) [136][3300/3757] lr: 1.0000e-02 eta: 1 day, 14:59:55 time: 0.3142 data_time: 0.0170 memory: 9395 grad_norm: 5.1475 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3988 loss: 2.3988 2022/08/16 01:41:42 - mmengine - INFO - Epoch(train) [136][3400/3757] lr: 1.0000e-02 eta: 1 day, 14:59:24 time: 0.3147 data_time: 0.0191 memory: 9395 grad_norm: 4.9287 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0429 loss: 2.0429 2022/08/16 01:42:13 - mmengine - INFO - Epoch(train) [136][3500/3757] lr: 1.0000e-02 eta: 1 day, 14:58:54 time: 0.3145 data_time: 0.0172 memory: 9395 grad_norm: 5.0457 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 1.9701 loss: 1.9701 2022/08/16 01:42:45 - mmengine - INFO - Epoch(train) [136][3600/3757] lr: 1.0000e-02 eta: 1 day, 14:58:23 time: 0.3156 data_time: 0.0189 memory: 9395 grad_norm: 4.9382 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9330 loss: 1.9330 2022/08/16 01:43:16 - mmengine - INFO - Epoch(train) [136][3700/3757] lr: 1.0000e-02 eta: 1 day, 14:57:52 time: 0.3149 data_time: 0.0175 memory: 9395 grad_norm: 5.0158 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0160 loss: 2.0160 2022/08/16 01:43:34 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 01:43:34 - mmengine - INFO - Epoch(train) [136][3757/3757] lr: 1.0000e-02 eta: 1 day, 14:57:40 time: 0.3081 data_time: 0.0161 memory: 9395 grad_norm: 4.9373 top1_acc: 0.4286 top5_acc: 0.8571 loss_cls: 2.0387 loss: 2.0387 2022/08/16 01:43:34 - mmengine - INFO - Saving checkpoint at 136 epochs 2022/08/16 01:43:53 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 01:44:10 - mmengine - INFO - Epoch(train) [137][100/3757] lr: 1.0000e-02 eta: 1 day, 14:57:00 time: 0.3145 data_time: 0.0169 memory: 9395 grad_norm: 5.0567 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2843 loss: 2.2843 2022/08/16 01:44:41 - mmengine - INFO - Epoch(train) [137][200/3757] lr: 1.0000e-02 eta: 1 day, 14:56:29 time: 0.3132 data_time: 0.0174 memory: 9395 grad_norm: 4.9431 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 1.9533 loss: 1.9533 2022/08/16 01:45:13 - mmengine - INFO - Epoch(train) [137][300/3757] lr: 1.0000e-02 eta: 1 day, 14:55:58 time: 0.3155 data_time: 0.0173 memory: 9395 grad_norm: 4.8797 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9400 loss: 1.9400 2022/08/16 01:45:44 - mmengine - INFO - Epoch(train) [137][400/3757] lr: 1.0000e-02 eta: 1 day, 14:55:27 time: 0.3160 data_time: 0.0176 memory: 9395 grad_norm: 4.8959 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8594 loss: 1.8594 2022/08/16 01:46:16 - mmengine - INFO - Epoch(train) [137][500/3757] lr: 1.0000e-02 eta: 1 day, 14:54:57 time: 0.3167 data_time: 0.0194 memory: 9395 grad_norm: 5.1563 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0130 loss: 2.0130 2022/08/16 01:46:48 - mmengine - INFO - Epoch(train) [137][600/3757] lr: 1.0000e-02 eta: 1 day, 14:54:26 time: 0.3137 data_time: 0.0180 memory: 9395 grad_norm: 4.9889 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2572 loss: 2.2572 2022/08/16 01:47:19 - mmengine - INFO - Epoch(train) [137][700/3757] lr: 1.0000e-02 eta: 1 day, 14:53:55 time: 0.3139 data_time: 0.0174 memory: 9395 grad_norm: 5.1312 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0974 loss: 2.0974 2022/08/16 01:47:51 - mmengine - INFO - Epoch(train) [137][800/3757] lr: 1.0000e-02 eta: 1 day, 14:53:24 time: 0.3149 data_time: 0.0169 memory: 9395 grad_norm: 5.0394 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0649 loss: 2.0649 2022/08/16 01:48:22 - mmengine - INFO - Epoch(train) [137][900/3757] lr: 1.0000e-02 eta: 1 day, 14:52:54 time: 0.3146 data_time: 0.0176 memory: 9395 grad_norm: 5.0265 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8215 loss: 1.8215 2022/08/16 01:48:54 - mmengine - INFO - Epoch(train) [137][1000/3757] lr: 1.0000e-02 eta: 1 day, 14:52:23 time: 0.3141 data_time: 0.0171 memory: 9395 grad_norm: 4.8787 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0116 loss: 2.0116 2022/08/16 01:49:09 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 01:49:25 - mmengine - INFO - Epoch(train) [137][1100/3757] lr: 1.0000e-02 eta: 1 day, 14:51:52 time: 0.3130 data_time: 0.0182 memory: 9395 grad_norm: 5.1614 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1035 loss: 2.1035 2022/08/16 01:49:57 - mmengine - INFO - Epoch(train) [137][1200/3757] lr: 1.0000e-02 eta: 1 day, 14:51:21 time: 0.3155 data_time: 0.0182 memory: 9395 grad_norm: 4.8417 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0711 loss: 2.0711 2022/08/16 01:50:28 - mmengine - INFO - Epoch(train) [137][1300/3757] lr: 1.0000e-02 eta: 1 day, 14:50:50 time: 0.3137 data_time: 0.0178 memory: 9395 grad_norm: 4.9920 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2811 loss: 2.2811 2022/08/16 01:51:00 - mmengine - INFO - Epoch(train) [137][1400/3757] lr: 1.0000e-02 eta: 1 day, 14:50:20 time: 0.3138 data_time: 0.0175 memory: 9395 grad_norm: 4.9550 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1352 loss: 2.1352 2022/08/16 01:51:31 - mmengine - INFO - Epoch(train) [137][1500/3757] lr: 1.0000e-02 eta: 1 day, 14:49:49 time: 0.3120 data_time: 0.0174 memory: 9395 grad_norm: 4.9365 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3394 loss: 2.3394 2022/08/16 01:52:03 - mmengine - INFO - Epoch(train) [137][1600/3757] lr: 1.0000e-02 eta: 1 day, 14:49:18 time: 0.3171 data_time: 0.0193 memory: 9395 grad_norm: 5.1843 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9818 loss: 1.9818 2022/08/16 01:52:35 - mmengine - INFO - Epoch(train) [137][1700/3757] lr: 1.0000e-02 eta: 1 day, 14:48:47 time: 0.3128 data_time: 0.0177 memory: 9395 grad_norm: 4.9282 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0620 loss: 2.0620 2022/08/16 01:53:06 - mmengine - INFO - Epoch(train) [137][1800/3757] lr: 1.0000e-02 eta: 1 day, 14:48:16 time: 0.3132 data_time: 0.0170 memory: 9395 grad_norm: 5.0534 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9733 loss: 1.9733 2022/08/16 01:53:38 - mmengine - INFO - Epoch(train) [137][1900/3757] lr: 1.0000e-02 eta: 1 day, 14:47:46 time: 0.3154 data_time: 0.0181 memory: 9395 grad_norm: 4.9865 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6226 loss: 1.6226 2022/08/16 01:54:09 - mmengine - INFO - Epoch(train) [137][2000/3757] lr: 1.0000e-02 eta: 1 day, 14:47:15 time: 0.3129 data_time: 0.0168 memory: 9395 grad_norm: 5.2037 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9842 loss: 1.9842 2022/08/16 01:54:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 01:54:41 - mmengine - INFO - Epoch(train) [137][2100/3757] lr: 1.0000e-02 eta: 1 day, 14:46:44 time: 0.3130 data_time: 0.0177 memory: 9395 grad_norm: 4.9472 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0185 loss: 2.0185 2022/08/16 01:55:13 - mmengine - INFO - Epoch(train) [137][2200/3757] lr: 1.0000e-02 eta: 1 day, 14:46:14 time: 0.3166 data_time: 0.0173 memory: 9395 grad_norm: 5.1733 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2234 loss: 2.2234 2022/08/16 01:55:44 - mmengine - INFO - Epoch(train) [137][2300/3757] lr: 1.0000e-02 eta: 1 day, 14:45:43 time: 0.3156 data_time: 0.0166 memory: 9395 grad_norm: 5.1838 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2766 loss: 2.2766 2022/08/16 01:56:16 - mmengine - INFO - Epoch(train) [137][2400/3757] lr: 1.0000e-02 eta: 1 day, 14:45:12 time: 0.3149 data_time: 0.0169 memory: 9395 grad_norm: 4.9841 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0736 loss: 2.0736 2022/08/16 01:56:47 - mmengine - INFO - Epoch(train) [137][2500/3757] lr: 1.0000e-02 eta: 1 day, 14:44:41 time: 0.3157 data_time: 0.0176 memory: 9395 grad_norm: 5.1600 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9325 loss: 1.9325 2022/08/16 01:57:19 - mmengine - INFO - Epoch(train) [137][2600/3757] lr: 1.0000e-02 eta: 1 day, 14:44:11 time: 0.3127 data_time: 0.0171 memory: 9395 grad_norm: 5.0637 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0039 loss: 2.0039 2022/08/16 01:57:51 - mmengine - INFO - Epoch(train) [137][2700/3757] lr: 1.0000e-02 eta: 1 day, 14:43:40 time: 0.3135 data_time: 0.0177 memory: 9395 grad_norm: 5.2155 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9564 loss: 1.9564 2022/08/16 01:58:22 - mmengine - INFO - Epoch(train) [137][2800/3757] lr: 1.0000e-02 eta: 1 day, 14:43:09 time: 0.3130 data_time: 0.0172 memory: 9395 grad_norm: 5.2284 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9777 loss: 1.9777 2022/08/16 01:58:54 - mmengine - INFO - Epoch(train) [137][2900/3757] lr: 1.0000e-02 eta: 1 day, 14:42:38 time: 0.3134 data_time: 0.0169 memory: 9395 grad_norm: 5.1207 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0756 loss: 2.0756 2022/08/16 01:59:25 - mmengine - INFO - Epoch(train) [137][3000/3757] lr: 1.0000e-02 eta: 1 day, 14:42:07 time: 0.3159 data_time: 0.0177 memory: 9395 grad_norm: 5.0819 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2550 loss: 2.2550 2022/08/16 01:59:40 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 01:59:57 - mmengine - INFO - Epoch(train) [137][3100/3757] lr: 1.0000e-02 eta: 1 day, 14:41:37 time: 0.3136 data_time: 0.0169 memory: 9395 grad_norm: 5.1273 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.0957 loss: 2.0957 2022/08/16 02:00:31 - mmengine - INFO - Epoch(train) [137][3200/3757] lr: 1.0000e-02 eta: 1 day, 14:41:08 time: 0.3151 data_time: 0.0174 memory: 9395 grad_norm: 5.0329 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0169 loss: 2.0169 2022/08/16 02:01:02 - mmengine - INFO - Epoch(train) [137][3300/3757] lr: 1.0000e-02 eta: 1 day, 14:40:37 time: 0.3132 data_time: 0.0173 memory: 9395 grad_norm: 5.1968 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0599 loss: 2.0599 2022/08/16 02:01:34 - mmengine - INFO - Epoch(train) [137][3400/3757] lr: 1.0000e-02 eta: 1 day, 14:40:07 time: 0.3144 data_time: 0.0183 memory: 9395 grad_norm: 4.9898 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8532 loss: 1.8532 2022/08/16 02:02:06 - mmengine - INFO - Epoch(train) [137][3500/3757] lr: 1.0000e-02 eta: 1 day, 14:39:36 time: 0.3136 data_time: 0.0185 memory: 9395 grad_norm: 4.9360 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8731 loss: 1.8731 2022/08/16 02:02:37 - mmengine - INFO - Epoch(train) [137][3600/3757] lr: 1.0000e-02 eta: 1 day, 14:39:05 time: 0.3146 data_time: 0.0180 memory: 9395 grad_norm: 5.0989 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8270 loss: 1.8270 2022/08/16 02:03:09 - mmengine - INFO - Epoch(train) [137][3700/3757] lr: 1.0000e-02 eta: 1 day, 14:38:34 time: 0.3140 data_time: 0.0167 memory: 9395 grad_norm: 5.1827 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4093 loss: 2.4093 2022/08/16 02:03:27 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 02:03:27 - mmengine - INFO - Epoch(train) [137][3757/3757] lr: 1.0000e-02 eta: 1 day, 14:38:22 time: 0.3100 data_time: 0.0197 memory: 9395 grad_norm: 5.2186 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 2.0303 loss: 2.0303 2022/08/16 02:04:00 - mmengine - INFO - Epoch(train) [138][100/3757] lr: 1.0000e-02 eta: 1 day, 14:37:43 time: 0.3143 data_time: 0.0166 memory: 9395 grad_norm: 5.1258 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0289 loss: 2.0289 2022/08/16 02:04:32 - mmengine - INFO - Epoch(train) [138][200/3757] lr: 1.0000e-02 eta: 1 day, 14:37:12 time: 0.3140 data_time: 0.0178 memory: 9395 grad_norm: 4.9534 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8084 loss: 1.8084 2022/08/16 02:05:01 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 02:05:04 - mmengine - INFO - Epoch(train) [138][300/3757] lr: 1.0000e-02 eta: 1 day, 14:36:41 time: 0.3164 data_time: 0.0191 memory: 9395 grad_norm: 5.1860 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9767 loss: 1.9767 2022/08/16 02:05:35 - mmengine - INFO - Epoch(train) [138][400/3757] lr: 1.0000e-02 eta: 1 day, 14:36:11 time: 0.3121 data_time: 0.0171 memory: 9395 grad_norm: 5.0779 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9955 loss: 1.9955 2022/08/16 02:06:07 - mmengine - INFO - Epoch(train) [138][500/3757] lr: 1.0000e-02 eta: 1 day, 14:35:40 time: 0.3143 data_time: 0.0179 memory: 9395 grad_norm: 5.2864 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5483 loss: 2.5483 2022/08/16 02:06:38 - mmengine - INFO - Epoch(train) [138][600/3757] lr: 1.0000e-02 eta: 1 day, 14:35:09 time: 0.3132 data_time: 0.0172 memory: 9395 grad_norm: 5.0281 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.0733 loss: 2.0733 2022/08/16 02:07:10 - mmengine - INFO - Epoch(train) [138][700/3757] lr: 1.0000e-02 eta: 1 day, 14:34:38 time: 0.3147 data_time: 0.0182 memory: 9395 grad_norm: 4.9433 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 1.9212 loss: 1.9212 2022/08/16 02:07:41 - mmengine - INFO - Epoch(train) [138][800/3757] lr: 1.0000e-02 eta: 1 day, 14:34:08 time: 0.3133 data_time: 0.0195 memory: 9395 grad_norm: 5.1443 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2077 loss: 2.2077 2022/08/16 02:08:13 - mmengine - INFO - Epoch(train) [138][900/3757] lr: 1.0000e-02 eta: 1 day, 14:33:37 time: 0.3128 data_time: 0.0171 memory: 9395 grad_norm: 4.9299 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2945 loss: 2.2945 2022/08/16 02:08:45 - mmengine - INFO - Epoch(train) [138][1000/3757] lr: 1.0000e-02 eta: 1 day, 14:33:06 time: 0.3221 data_time: 0.0177 memory: 9395 grad_norm: 5.0698 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1450 loss: 2.1450 2022/08/16 02:09:16 - mmengine - INFO - Epoch(train) [138][1100/3757] lr: 1.0000e-02 eta: 1 day, 14:32:35 time: 0.3140 data_time: 0.0169 memory: 9395 grad_norm: 5.0233 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9305 loss: 1.9305 2022/08/16 02:09:48 - mmengine - INFO - Epoch(train) [138][1200/3757] lr: 1.0000e-02 eta: 1 day, 14:32:05 time: 0.3160 data_time: 0.0182 memory: 9395 grad_norm: 5.0762 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8436 loss: 1.8436 2022/08/16 02:10:17 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 02:10:19 - mmengine - INFO - Epoch(train) [138][1300/3757] lr: 1.0000e-02 eta: 1 day, 14:31:34 time: 0.3143 data_time: 0.0174 memory: 9395 grad_norm: 5.0663 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0202 loss: 2.0202 2022/08/16 02:10:51 - mmengine - INFO - Epoch(train) [138][1400/3757] lr: 1.0000e-02 eta: 1 day, 14:31:03 time: 0.3142 data_time: 0.0179 memory: 9395 grad_norm: 5.1034 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1844 loss: 2.1844 2022/08/16 02:11:23 - mmengine - INFO - Epoch(train) [138][1500/3757] lr: 1.0000e-02 eta: 1 day, 14:30:32 time: 0.3132 data_time: 0.0173 memory: 9395 grad_norm: 5.1910 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0369 loss: 2.0369 2022/08/16 02:11:54 - mmengine - INFO - Epoch(train) [138][1600/3757] lr: 1.0000e-02 eta: 1 day, 14:30:02 time: 0.3144 data_time: 0.0182 memory: 9395 grad_norm: 4.8728 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8291 loss: 1.8291 2022/08/16 02:12:26 - mmengine - INFO - Epoch(train) [138][1700/3757] lr: 1.0000e-02 eta: 1 day, 14:29:31 time: 0.3134 data_time: 0.0169 memory: 9395 grad_norm: 5.1509 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3222 loss: 2.3222 2022/08/16 02:12:57 - mmengine - INFO - Epoch(train) [138][1800/3757] lr: 1.0000e-02 eta: 1 day, 14:29:00 time: 0.3164 data_time: 0.0197 memory: 9395 grad_norm: 5.0784 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1454 loss: 2.1454 2022/08/16 02:13:29 - mmengine - INFO - Epoch(train) [138][1900/3757] lr: 1.0000e-02 eta: 1 day, 14:28:29 time: 0.3141 data_time: 0.0168 memory: 9395 grad_norm: 4.8699 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1065 loss: 2.1065 2022/08/16 02:14:01 - mmengine - INFO - Epoch(train) [138][2000/3757] lr: 1.0000e-02 eta: 1 day, 14:27:59 time: 0.3151 data_time: 0.0178 memory: 9395 grad_norm: 4.9945 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1269 loss: 2.1269 2022/08/16 02:14:32 - mmengine - INFO - Epoch(train) [138][2100/3757] lr: 1.0000e-02 eta: 1 day, 14:27:28 time: 0.3139 data_time: 0.0170 memory: 9395 grad_norm: 5.0053 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0701 loss: 2.0701 2022/08/16 02:15:04 - mmengine - INFO - Epoch(train) [138][2200/3757] lr: 1.0000e-02 eta: 1 day, 14:26:57 time: 0.3150 data_time: 0.0172 memory: 9395 grad_norm: 4.9874 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1300 loss: 2.1300 2022/08/16 02:15:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 02:15:35 - mmengine - INFO - Epoch(train) [138][2300/3757] lr: 1.0000e-02 eta: 1 day, 14:26:26 time: 0.3143 data_time: 0.0190 memory: 9395 grad_norm: 4.9973 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9088 loss: 1.9088 2022/08/16 02:16:07 - mmengine - INFO - Epoch(train) [138][2400/3757] lr: 1.0000e-02 eta: 1 day, 14:25:56 time: 0.3150 data_time: 0.0173 memory: 9395 grad_norm: 5.0011 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8889 loss: 1.8889 2022/08/16 02:16:39 - mmengine - INFO - Epoch(train) [138][2500/3757] lr: 1.0000e-02 eta: 1 day, 14:25:25 time: 0.3129 data_time: 0.0169 memory: 9395 grad_norm: 5.0908 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8996 loss: 1.8996 2022/08/16 02:17:10 - mmengine - INFO - Epoch(train) [138][2600/3757] lr: 1.0000e-02 eta: 1 day, 14:24:54 time: 0.3137 data_time: 0.0172 memory: 9395 grad_norm: 4.9645 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9670 loss: 1.9670 2022/08/16 02:17:42 - mmengine - INFO - Epoch(train) [138][2700/3757] lr: 1.0000e-02 eta: 1 day, 14:24:23 time: 0.3132 data_time: 0.0176 memory: 9395 grad_norm: 5.0386 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1617 loss: 2.1617 2022/08/16 02:18:13 - mmengine - INFO - Epoch(train) [138][2800/3757] lr: 1.0000e-02 eta: 1 day, 14:23:52 time: 0.3156 data_time: 0.0191 memory: 9395 grad_norm: 5.1182 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2095 loss: 2.2095 2022/08/16 02:18:45 - mmengine - INFO - Epoch(train) [138][2900/3757] lr: 1.0000e-02 eta: 1 day, 14:23:21 time: 0.3134 data_time: 0.0177 memory: 9395 grad_norm: 5.1229 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8557 loss: 1.8557 2022/08/16 02:19:16 - mmengine - INFO - Epoch(train) [138][3000/3757] lr: 1.0000e-02 eta: 1 day, 14:22:51 time: 0.3156 data_time: 0.0180 memory: 9395 grad_norm: 4.8657 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.8684 loss: 1.8684 2022/08/16 02:19:48 - mmengine - INFO - Epoch(train) [138][3100/3757] lr: 1.0000e-02 eta: 1 day, 14:22:20 time: 0.3126 data_time: 0.0171 memory: 9395 grad_norm: 5.0450 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9585 loss: 1.9585 2022/08/16 02:20:19 - mmengine - INFO - Epoch(train) [138][3200/3757] lr: 1.0000e-02 eta: 1 day, 14:21:49 time: 0.3134 data_time: 0.0167 memory: 9395 grad_norm: 4.9995 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1777 loss: 2.1777 2022/08/16 02:20:48 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 02:20:51 - mmengine - INFO - Epoch(train) [138][3300/3757] lr: 1.0000e-02 eta: 1 day, 14:21:18 time: 0.3139 data_time: 0.0185 memory: 9395 grad_norm: 5.0150 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2225 loss: 2.2225 2022/08/16 02:21:22 - mmengine - INFO - Epoch(train) [138][3400/3757] lr: 1.0000e-02 eta: 1 day, 14:20:47 time: 0.3133 data_time: 0.0176 memory: 9395 grad_norm: 4.9982 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8954 loss: 1.8954 2022/08/16 02:21:54 - mmengine - INFO - Epoch(train) [138][3500/3757] lr: 1.0000e-02 eta: 1 day, 14:20:17 time: 0.3134 data_time: 0.0170 memory: 9395 grad_norm: 5.1651 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3576 loss: 2.3576 2022/08/16 02:22:25 - mmengine - INFO - Epoch(train) [138][3600/3757] lr: 1.0000e-02 eta: 1 day, 14:19:46 time: 0.3170 data_time: 0.0177 memory: 9395 grad_norm: 5.0233 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0442 loss: 2.0442 2022/08/16 02:22:57 - mmengine - INFO - Epoch(train) [138][3700/3757] lr: 1.0000e-02 eta: 1 day, 14:19:15 time: 0.3154 data_time: 0.0169 memory: 9395 grad_norm: 5.1086 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.0918 loss: 2.0918 2022/08/16 02:23:15 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 02:23:15 - mmengine - INFO - Epoch(train) [138][3757/3757] lr: 1.0000e-02 eta: 1 day, 14:19:03 time: 0.3062 data_time: 0.0167 memory: 9395 grad_norm: 5.1084 top1_acc: 0.4286 top5_acc: 1.0000 loss_cls: 2.2301 loss: 2.2301 2022/08/16 02:23:48 - mmengine - INFO - Epoch(train) [139][100/3757] lr: 1.0000e-02 eta: 1 day, 14:18:23 time: 0.3132 data_time: 0.0171 memory: 9395 grad_norm: 5.0328 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0682 loss: 2.0682 2022/08/16 02:24:19 - mmengine - INFO - Epoch(train) [139][200/3757] lr: 1.0000e-02 eta: 1 day, 14:17:52 time: 0.3174 data_time: 0.0187 memory: 9395 grad_norm: 5.1838 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9780 loss: 1.9780 2022/08/16 02:24:51 - mmengine - INFO - Epoch(train) [139][300/3757] lr: 1.0000e-02 eta: 1 day, 14:17:22 time: 0.3141 data_time: 0.0171 memory: 9395 grad_norm: 4.9413 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1274 loss: 2.1274 2022/08/16 02:25:23 - mmengine - INFO - Epoch(train) [139][400/3757] lr: 1.0000e-02 eta: 1 day, 14:16:51 time: 0.3143 data_time: 0.0170 memory: 9395 grad_norm: 5.1520 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2859 loss: 2.2859 2022/08/16 02:25:54 - mmengine - INFO - Epoch(train) [139][500/3757] lr: 1.0000e-02 eta: 1 day, 14:16:20 time: 0.3134 data_time: 0.0166 memory: 9395 grad_norm: 4.9635 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9292 loss: 1.9292 2022/08/16 02:26:05 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 02:26:26 - mmengine - INFO - Epoch(train) [139][600/3757] lr: 1.0000e-02 eta: 1 day, 14:15:49 time: 0.3144 data_time: 0.0164 memory: 9395 grad_norm: 4.9932 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0447 loss: 2.0447 2022/08/16 02:26:57 - mmengine - INFO - Epoch(train) [139][700/3757] lr: 1.0000e-02 eta: 1 day, 14:15:19 time: 0.3155 data_time: 0.0166 memory: 9395 grad_norm: 5.0541 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.1302 loss: 2.1302 2022/08/16 02:27:29 - mmengine - INFO - Epoch(train) [139][800/3757] lr: 1.0000e-02 eta: 1 day, 14:14:48 time: 0.3146 data_time: 0.0183 memory: 9395 grad_norm: 5.2448 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.1601 loss: 2.1601 2022/08/16 02:28:00 - mmengine - INFO - Epoch(train) [139][900/3757] lr: 1.0000e-02 eta: 1 day, 14:14:17 time: 0.3136 data_time: 0.0181 memory: 9395 grad_norm: 5.0579 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.2295 loss: 2.2295 2022/08/16 02:28:32 - mmengine - INFO - Epoch(train) [139][1000/3757] lr: 1.0000e-02 eta: 1 day, 14:13:46 time: 0.3128 data_time: 0.0177 memory: 9395 grad_norm: 4.9214 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1101 loss: 2.1101 2022/08/16 02:29:03 - mmengine - INFO - Epoch(train) [139][1100/3757] lr: 1.0000e-02 eta: 1 day, 14:13:15 time: 0.3125 data_time: 0.0174 memory: 9395 grad_norm: 5.0920 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2535 loss: 2.2535 2022/08/16 02:29:35 - mmengine - INFO - Epoch(train) [139][1200/3757] lr: 1.0000e-02 eta: 1 day, 14:12:44 time: 0.3145 data_time: 0.0179 memory: 9395 grad_norm: 5.0451 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9184 loss: 1.9184 2022/08/16 02:30:07 - mmengine - INFO - Epoch(train) [139][1300/3757] lr: 1.0000e-02 eta: 1 day, 14:12:14 time: 0.3143 data_time: 0.0181 memory: 9395 grad_norm: 5.2796 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3643 loss: 2.3643 2022/08/16 02:30:38 - mmengine - INFO - Epoch(train) [139][1400/3757] lr: 1.0000e-02 eta: 1 day, 14:11:43 time: 0.3152 data_time: 0.0187 memory: 9395 grad_norm: 5.0287 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2290 loss: 2.2290 2022/08/16 02:31:10 - mmengine - INFO - Epoch(train) [139][1500/3757] lr: 1.0000e-02 eta: 1 day, 14:11:12 time: 0.3159 data_time: 0.0187 memory: 9395 grad_norm: 5.1974 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3510 loss: 2.3510 2022/08/16 02:31:20 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 02:31:41 - mmengine - INFO - Epoch(train) [139][1600/3757] lr: 1.0000e-02 eta: 1 day, 14:10:41 time: 0.3147 data_time: 0.0181 memory: 9395 grad_norm: 5.0883 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.2129 loss: 2.2129 2022/08/16 02:32:13 - mmengine - INFO - Epoch(train) [139][1700/3757] lr: 1.0000e-02 eta: 1 day, 14:10:10 time: 0.3137 data_time: 0.0187 memory: 9395 grad_norm: 5.1121 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9833 loss: 1.9833 2022/08/16 02:32:44 - mmengine - INFO - Epoch(train) [139][1800/3757] lr: 1.0000e-02 eta: 1 day, 14:09:40 time: 0.3139 data_time: 0.0178 memory: 9395 grad_norm: 5.1005 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2510 loss: 2.2510 2022/08/16 02:33:16 - mmengine - INFO - Epoch(train) [139][1900/3757] lr: 1.0000e-02 eta: 1 day, 14:09:09 time: 0.3134 data_time: 0.0173 memory: 9395 grad_norm: 5.0313 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9855 loss: 1.9855 2022/08/16 02:33:48 - mmengine - INFO - Epoch(train) [139][2000/3757] lr: 1.0000e-02 eta: 1 day, 14:08:38 time: 0.3161 data_time: 0.0188 memory: 9395 grad_norm: 5.1942 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1086 loss: 2.1086 2022/08/16 02:34:19 - mmengine - INFO - Epoch(train) [139][2100/3757] lr: 1.0000e-02 eta: 1 day, 14:08:07 time: 0.3133 data_time: 0.0182 memory: 9395 grad_norm: 4.9935 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0981 loss: 2.0981 2022/08/16 02:34:51 - mmengine - INFO - Epoch(train) [139][2200/3757] lr: 1.0000e-02 eta: 1 day, 14:07:37 time: 0.3147 data_time: 0.0180 memory: 9395 grad_norm: 5.1168 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1918 loss: 2.1918 2022/08/16 02:35:22 - mmengine - INFO - Epoch(train) [139][2300/3757] lr: 1.0000e-02 eta: 1 day, 14:07:06 time: 0.3138 data_time: 0.0178 memory: 9395 grad_norm: 4.9393 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0554 loss: 2.0554 2022/08/16 02:35:54 - mmengine - INFO - Epoch(train) [139][2400/3757] lr: 1.0000e-02 eta: 1 day, 14:06:35 time: 0.3133 data_time: 0.0165 memory: 9395 grad_norm: 5.1077 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1590 loss: 2.1590 2022/08/16 02:36:25 - mmengine - INFO - Epoch(train) [139][2500/3757] lr: 1.0000e-02 eta: 1 day, 14:06:04 time: 0.3137 data_time: 0.0176 memory: 9395 grad_norm: 5.1194 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9901 loss: 1.9901 2022/08/16 02:36:36 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 02:36:57 - mmengine - INFO - Epoch(train) [139][2600/3757] lr: 1.0000e-02 eta: 1 day, 14:05:33 time: 0.3148 data_time: 0.0177 memory: 9395 grad_norm: 5.0543 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3775 loss: 2.3775 2022/08/16 02:37:28 - mmengine - INFO - Epoch(train) [139][2700/3757] lr: 1.0000e-02 eta: 1 day, 14:05:03 time: 0.3142 data_time: 0.0188 memory: 9395 grad_norm: 5.1222 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1436 loss: 2.1436 2022/08/16 02:38:00 - mmengine - INFO - Epoch(train) [139][2800/3757] lr: 1.0000e-02 eta: 1 day, 14:04:32 time: 0.3160 data_time: 0.0185 memory: 9395 grad_norm: 5.0281 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9181 loss: 1.9181 2022/08/16 02:38:32 - mmengine - INFO - Epoch(train) [139][2900/3757] lr: 1.0000e-02 eta: 1 day, 14:04:01 time: 0.3136 data_time: 0.0167 memory: 9395 grad_norm: 4.8644 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1738 loss: 2.1738 2022/08/16 02:39:03 - mmengine - INFO - Epoch(train) [139][3000/3757] lr: 1.0000e-02 eta: 1 day, 14:03:30 time: 0.3137 data_time: 0.0172 memory: 9395 grad_norm: 5.0931 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9159 loss: 1.9159 2022/08/16 02:39:35 - mmengine - INFO - Epoch(train) [139][3100/3757] lr: 1.0000e-02 eta: 1 day, 14:02:59 time: 0.3129 data_time: 0.0165 memory: 9395 grad_norm: 5.0533 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1836 loss: 2.1836 2022/08/16 02:40:06 - mmengine - INFO - Epoch(train) [139][3200/3757] lr: 1.0000e-02 eta: 1 day, 14:02:29 time: 0.3129 data_time: 0.0177 memory: 9395 grad_norm: 4.9869 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0401 loss: 2.0401 2022/08/16 02:40:38 - mmengine - INFO - Epoch(train) [139][3300/3757] lr: 1.0000e-02 eta: 1 day, 14:01:58 time: 0.3242 data_time: 0.0182 memory: 9395 grad_norm: 4.9421 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2089 loss: 2.2089 2022/08/16 02:41:10 - mmengine - INFO - Epoch(train) [139][3400/3757] lr: 1.0000e-02 eta: 1 day, 14:01:27 time: 0.3136 data_time: 0.0173 memory: 9395 grad_norm: 4.9524 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7035 loss: 1.7035 2022/08/16 02:41:41 - mmengine - INFO - Epoch(train) [139][3500/3757] lr: 1.0000e-02 eta: 1 day, 14:00:56 time: 0.3158 data_time: 0.0189 memory: 9395 grad_norm: 4.9184 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9438 loss: 1.9438 2022/08/16 02:41:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 02:42:13 - mmengine - INFO - Epoch(train) [139][3600/3757] lr: 1.0000e-02 eta: 1 day, 14:00:26 time: 0.3138 data_time: 0.0175 memory: 9395 grad_norm: 5.2523 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0322 loss: 2.0322 2022/08/16 02:42:44 - mmengine - INFO - Epoch(train) [139][3700/3757] lr: 1.0000e-02 eta: 1 day, 13:59:55 time: 0.3152 data_time: 0.0173 memory: 9395 grad_norm: 4.9925 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3800 loss: 2.3800 2022/08/16 02:43:02 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 02:43:02 - mmengine - INFO - Epoch(train) [139][3757/3757] lr: 1.0000e-02 eta: 1 day, 13:59:42 time: 0.3108 data_time: 0.0178 memory: 9395 grad_norm: 5.1406 top1_acc: 0.2857 top5_acc: 0.4286 loss_cls: 2.4295 loss: 2.4295 2022/08/16 02:43:35 - mmengine - INFO - Epoch(train) [140][100/3757] lr: 1.0000e-02 eta: 1 day, 13:59:03 time: 0.3129 data_time: 0.0167 memory: 9395 grad_norm: 4.9938 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7194 loss: 1.7194 2022/08/16 02:44:07 - mmengine - INFO - Epoch(train) [140][200/3757] lr: 1.0000e-02 eta: 1 day, 13:58:32 time: 0.3131 data_time: 0.0175 memory: 9395 grad_norm: 5.0807 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2472 loss: 2.2472 2022/08/16 02:44:38 - mmengine - INFO - Epoch(train) [140][300/3757] lr: 1.0000e-02 eta: 1 day, 13:58:01 time: 0.3161 data_time: 0.0179 memory: 9395 grad_norm: 5.0299 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.0782 loss: 2.0782 2022/08/16 02:45:10 - mmengine - INFO - Epoch(train) [140][400/3757] lr: 1.0000e-02 eta: 1 day, 13:57:31 time: 0.3141 data_time: 0.0165 memory: 9395 grad_norm: 5.1844 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8904 loss: 1.8904 2022/08/16 02:45:42 - mmengine - INFO - Epoch(train) [140][500/3757] lr: 1.0000e-02 eta: 1 day, 13:57:00 time: 0.3220 data_time: 0.0178 memory: 9395 grad_norm: 4.9989 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2892 loss: 2.2892 2022/08/16 02:46:13 - mmengine - INFO - Epoch(train) [140][600/3757] lr: 1.0000e-02 eta: 1 day, 13:56:29 time: 0.3138 data_time: 0.0181 memory: 9395 grad_norm: 5.0112 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8902 loss: 1.8902 2022/08/16 02:46:45 - mmengine - INFO - Epoch(train) [140][700/3757] lr: 1.0000e-02 eta: 1 day, 13:55:58 time: 0.3136 data_time: 0.0172 memory: 9395 grad_norm: 4.9314 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0975 loss: 2.0975 2022/08/16 02:47:09 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 02:47:16 - mmengine - INFO - Epoch(train) [140][800/3757] lr: 1.0000e-02 eta: 1 day, 13:55:28 time: 0.3134 data_time: 0.0168 memory: 9395 grad_norm: 4.9711 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1980 loss: 2.1980 2022/08/16 02:47:48 - mmengine - INFO - Epoch(train) [140][900/3757] lr: 1.0000e-02 eta: 1 day, 13:54:57 time: 0.3147 data_time: 0.0185 memory: 9395 grad_norm: 5.0833 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.0653 loss: 2.0653 2022/08/16 02:48:19 - mmengine - INFO - Epoch(train) [140][1000/3757] lr: 1.0000e-02 eta: 1 day, 13:54:26 time: 0.3147 data_time: 0.0176 memory: 9395 grad_norm: 5.1267 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2110 loss: 2.2110 2022/08/16 02:48:51 - mmengine - INFO - Epoch(train) [140][1100/3757] lr: 1.0000e-02 eta: 1 day, 13:53:55 time: 0.3173 data_time: 0.0184 memory: 9395 grad_norm: 4.9290 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9765 loss: 1.9765 2022/08/16 02:49:22 - mmengine - INFO - Epoch(train) [140][1200/3757] lr: 1.0000e-02 eta: 1 day, 13:53:24 time: 0.3141 data_time: 0.0180 memory: 9395 grad_norm: 5.1309 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0371 loss: 2.0371 2022/08/16 02:49:54 - mmengine - INFO - Epoch(train) [140][1300/3757] lr: 1.0000e-02 eta: 1 day, 13:52:53 time: 0.3135 data_time: 0.0176 memory: 9395 grad_norm: 5.1193 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9582 loss: 1.9582 2022/08/16 02:50:26 - mmengine - INFO - Epoch(train) [140][1400/3757] lr: 1.0000e-02 eta: 1 day, 13:52:23 time: 0.3129 data_time: 0.0172 memory: 9395 grad_norm: 5.1259 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9725 loss: 1.9725 2022/08/16 02:50:57 - mmengine - INFO - Epoch(train) [140][1500/3757] lr: 1.0000e-02 eta: 1 day, 13:51:52 time: 0.3121 data_time: 0.0173 memory: 9395 grad_norm: 4.9701 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8979 loss: 1.8979 2022/08/16 02:51:29 - mmengine - INFO - Epoch(train) [140][1600/3757] lr: 1.0000e-02 eta: 1 day, 13:51:21 time: 0.3148 data_time: 0.0175 memory: 9395 grad_norm: 5.2743 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8388 loss: 1.8388 2022/08/16 02:52:00 - mmengine - INFO - Epoch(train) [140][1700/3757] lr: 1.0000e-02 eta: 1 day, 13:50:50 time: 0.3137 data_time: 0.0173 memory: 9395 grad_norm: 5.0551 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7462 loss: 1.7462 2022/08/16 02:52:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 02:52:32 - mmengine - INFO - Epoch(train) [140][1800/3757] lr: 1.0000e-02 eta: 1 day, 13:50:19 time: 0.3145 data_time: 0.0177 memory: 9395 grad_norm: 5.0970 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0972 loss: 2.0972 2022/08/16 02:53:03 - mmengine - INFO - Epoch(train) [140][1900/3757] lr: 1.0000e-02 eta: 1 day, 13:49:48 time: 0.3132 data_time: 0.0179 memory: 9395 grad_norm: 5.1198 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0302 loss: 2.0302 2022/08/16 02:53:35 - mmengine - INFO - Epoch(train) [140][2000/3757] lr: 1.0000e-02 eta: 1 day, 13:49:18 time: 0.3132 data_time: 0.0176 memory: 9395 grad_norm: 5.1066 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3157 loss: 2.3157 2022/08/16 02:54:06 - mmengine - INFO - Epoch(train) [140][2100/3757] lr: 1.0000e-02 eta: 1 day, 13:48:47 time: 0.3136 data_time: 0.0173 memory: 9395 grad_norm: 5.1414 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8450 loss: 1.8450 2022/08/16 02:54:38 - mmengine - INFO - Epoch(train) [140][2200/3757] lr: 1.0000e-02 eta: 1 day, 13:48:16 time: 0.3136 data_time: 0.0170 memory: 9395 grad_norm: 5.2022 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2601 loss: 2.2601 2022/08/16 02:55:09 - mmengine - INFO - Epoch(train) [140][2300/3757] lr: 1.0000e-02 eta: 1 day, 13:47:45 time: 0.3156 data_time: 0.0185 memory: 9395 grad_norm: 5.2945 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1135 loss: 2.1135 2022/08/16 02:55:41 - mmengine - INFO - Epoch(train) [140][2400/3757] lr: 1.0000e-02 eta: 1 day, 13:47:14 time: 0.3139 data_time: 0.0171 memory: 9395 grad_norm: 4.8847 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2995 loss: 2.2995 2022/08/16 02:56:12 - mmengine - INFO - Epoch(train) [140][2500/3757] lr: 1.0000e-02 eta: 1 day, 13:46:43 time: 0.3123 data_time: 0.0170 memory: 9395 grad_norm: 5.1482 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0914 loss: 2.0914 2022/08/16 02:56:44 - mmengine - INFO - Epoch(train) [140][2600/3757] lr: 1.0000e-02 eta: 1 day, 13:46:13 time: 0.3164 data_time: 0.0186 memory: 9395 grad_norm: 5.2246 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0340 loss: 2.0340 2022/08/16 02:57:15 - mmengine - INFO - Epoch(train) [140][2700/3757] lr: 1.0000e-02 eta: 1 day, 13:45:42 time: 0.3127 data_time: 0.0176 memory: 9395 grad_norm: 5.1271 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9557 loss: 1.9557 2022/08/16 02:57:40 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 02:57:47 - mmengine - INFO - Epoch(train) [140][2800/3757] lr: 1.0000e-02 eta: 1 day, 13:45:11 time: 0.3126 data_time: 0.0176 memory: 9395 grad_norm: 5.1537 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9990 loss: 1.9990 2022/08/16 02:58:19 - mmengine - INFO - Epoch(train) [140][2900/3757] lr: 1.0000e-02 eta: 1 day, 13:44:40 time: 0.3149 data_time: 0.0173 memory: 9395 grad_norm: 5.1902 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0342 loss: 2.0342 2022/08/16 02:58:50 - mmengine - INFO - Epoch(train) [140][3000/3757] lr: 1.0000e-02 eta: 1 day, 13:44:09 time: 0.3141 data_time: 0.0175 memory: 9395 grad_norm: 5.1463 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0554 loss: 2.0554 2022/08/16 02:59:22 - mmengine - INFO - Epoch(train) [140][3100/3757] lr: 1.0000e-02 eta: 1 day, 13:43:39 time: 0.3140 data_time: 0.0195 memory: 9395 grad_norm: 5.2058 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0727 loss: 2.0727 2022/08/16 02:59:53 - mmengine - INFO - Epoch(train) [140][3200/3757] lr: 1.0000e-02 eta: 1 day, 13:43:08 time: 0.3161 data_time: 0.0169 memory: 9395 grad_norm: 5.0216 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8975 loss: 1.8975 2022/08/16 03:00:25 - mmengine - INFO - Epoch(train) [140][3300/3757] lr: 1.0000e-02 eta: 1 day, 13:42:37 time: 0.3160 data_time: 0.0162 memory: 9395 grad_norm: 5.0529 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8337 loss: 1.8337 2022/08/16 03:00:56 - mmengine - INFO - Epoch(train) [140][3400/3757] lr: 1.0000e-02 eta: 1 day, 13:42:06 time: 0.3135 data_time: 0.0173 memory: 9395 grad_norm: 4.9705 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8742 loss: 1.8742 2022/08/16 03:01:28 - mmengine - INFO - Epoch(train) [140][3500/3757] lr: 1.0000e-02 eta: 1 day, 13:41:35 time: 0.3131 data_time: 0.0159 memory: 9395 grad_norm: 5.1213 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1796 loss: 2.1796 2022/08/16 03:02:00 - mmengine - INFO - Epoch(train) [140][3600/3757] lr: 1.0000e-02 eta: 1 day, 13:41:05 time: 0.3182 data_time: 0.0186 memory: 9395 grad_norm: 5.0581 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1454 loss: 2.1454 2022/08/16 03:02:31 - mmengine - INFO - Epoch(train) [140][3700/3757] lr: 1.0000e-02 eta: 1 day, 13:40:34 time: 0.3135 data_time: 0.0172 memory: 9395 grad_norm: 4.9953 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2810 loss: 2.2810 2022/08/16 03:02:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 03:02:49 - mmengine - INFO - Epoch(train) [140][3757/3757] lr: 1.0000e-02 eta: 1 day, 13:40:22 time: 0.3096 data_time: 0.0176 memory: 9395 grad_norm: 5.1138 top1_acc: 0.7143 top5_acc: 0.7143 loss_cls: 2.3496 loss: 2.3496 2022/08/16 03:02:49 - mmengine - INFO - Saving checkpoint at 140 epochs 2022/08/16 03:03:10 - mmengine - INFO - Epoch(val) [140][100/310] eta: 0:00:37 time: 0.1800 data_time: 0.0851 memory: 1523 2022/08/16 03:03:27 - mmengine - INFO - Epoch(val) [140][200/310] eta: 0:00:17 time: 0.1636 data_time: 0.0642 memory: 1523 2022/08/16 03:03:44 - mmengine - INFO - Epoch(val) [140][300/310] eta: 0:00:01 time: 0.1515 data_time: 0.0547 memory: 1523 2022/08/16 03:03:46 - mmengine - INFO - Epoch(val) [140][310/310] acc/top1: 0.5924 acc/top5: 0.8275 acc/mean1: 0.5924 2022/08/16 03:03:46 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr/best_acc/top1_epoch_131.pth is removed 2022/08/16 03:03:48 - mmengine - INFO - The best checkpoint with 0.5924 acc/top1 at 141 epoch is saved to best_acc/top1_epoch_141.pth. 2022/08/16 03:03:55 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 03:04:21 - mmengine - INFO - Epoch(train) [141][100/3757] lr: 1.0000e-02 eta: 1 day, 13:39:42 time: 0.3142 data_time: 0.0172 memory: 9395 grad_norm: 5.1358 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0163 loss: 2.0163 2022/08/16 03:04:52 - mmengine - INFO - Epoch(train) [141][200/3757] lr: 1.0000e-02 eta: 1 day, 13:39:11 time: 0.3144 data_time: 0.0173 memory: 9395 grad_norm: 5.0090 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1237 loss: 2.1237 2022/08/16 03:05:24 - mmengine - INFO - Epoch(train) [141][300/3757] lr: 1.0000e-02 eta: 1 day, 13:38:40 time: 0.3139 data_time: 0.0167 memory: 9395 grad_norm: 5.0798 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0759 loss: 2.0759 2022/08/16 03:05:55 - mmengine - INFO - Epoch(train) [141][400/3757] lr: 1.0000e-02 eta: 1 day, 13:38:10 time: 0.3156 data_time: 0.0179 memory: 9395 grad_norm: 5.0753 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2195 loss: 2.2195 2022/08/16 03:06:27 - mmengine - INFO - Epoch(train) [141][500/3757] lr: 1.0000e-02 eta: 1 day, 13:37:39 time: 0.3135 data_time: 0.0172 memory: 9395 grad_norm: 5.0980 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0864 loss: 2.0864 2022/08/16 03:06:58 - mmengine - INFO - Epoch(train) [141][600/3757] lr: 1.0000e-02 eta: 1 day, 13:37:08 time: 0.3133 data_time: 0.0163 memory: 9395 grad_norm: 4.9311 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1444 loss: 2.1444 2022/08/16 03:07:30 - mmengine - INFO - Epoch(train) [141][700/3757] lr: 1.0000e-02 eta: 1 day, 13:36:37 time: 0.3150 data_time: 0.0175 memory: 9395 grad_norm: 4.9724 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0214 loss: 2.0214 2022/08/16 03:08:02 - mmengine - INFO - Epoch(train) [141][800/3757] lr: 1.0000e-02 eta: 1 day, 13:36:06 time: 0.3149 data_time: 0.0165 memory: 9395 grad_norm: 5.0615 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0888 loss: 2.0888 2022/08/16 03:08:33 - mmengine - INFO - Epoch(train) [141][900/3757] lr: 1.0000e-02 eta: 1 day, 13:35:36 time: 0.3155 data_time: 0.0169 memory: 9395 grad_norm: 5.1155 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9829 loss: 1.9829 2022/08/16 03:09:05 - mmengine - INFO - Epoch(train) [141][1000/3757] lr: 1.0000e-02 eta: 1 day, 13:35:05 time: 0.3152 data_time: 0.0176 memory: 9395 grad_norm: 5.0848 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2011 loss: 2.2011 2022/08/16 03:09:11 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 03:09:36 - mmengine - INFO - Epoch(train) [141][1100/3757] lr: 1.0000e-02 eta: 1 day, 13:34:34 time: 0.3134 data_time: 0.0172 memory: 9395 grad_norm: 5.0885 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0583 loss: 2.0583 2022/08/16 03:10:08 - mmengine - INFO - Epoch(train) [141][1200/3757] lr: 1.0000e-02 eta: 1 day, 13:34:03 time: 0.3128 data_time: 0.0169 memory: 9395 grad_norm: 5.2363 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0521 loss: 2.0521 2022/08/16 03:10:39 - mmengine - INFO - Epoch(train) [141][1300/3757] lr: 1.0000e-02 eta: 1 day, 13:33:32 time: 0.3136 data_time: 0.0171 memory: 9395 grad_norm: 4.8833 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1951 loss: 2.1951 2022/08/16 03:11:11 - mmengine - INFO - Epoch(train) [141][1400/3757] lr: 1.0000e-02 eta: 1 day, 13:33:01 time: 0.3126 data_time: 0.0176 memory: 9395 grad_norm: 5.0309 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3195 loss: 2.3195 2022/08/16 03:11:42 - mmengine - INFO - Epoch(train) [141][1500/3757] lr: 1.0000e-02 eta: 1 day, 13:32:30 time: 0.3127 data_time: 0.0166 memory: 9395 grad_norm: 4.9827 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1458 loss: 2.1458 2022/08/16 03:12:14 - mmengine - INFO - Epoch(train) [141][1600/3757] lr: 1.0000e-02 eta: 1 day, 13:32:00 time: 0.3140 data_time: 0.0166 memory: 9395 grad_norm: 5.0400 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9037 loss: 1.9037 2022/08/16 03:12:45 - mmengine - INFO - Epoch(train) [141][1700/3757] lr: 1.0000e-02 eta: 1 day, 13:31:29 time: 0.3149 data_time: 0.0183 memory: 9395 grad_norm: 5.1214 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2743 loss: 2.2743 2022/08/16 03:13:17 - mmengine - INFO - Epoch(train) [141][1800/3757] lr: 1.0000e-02 eta: 1 day, 13:30:58 time: 0.3134 data_time: 0.0172 memory: 9395 grad_norm: 5.0217 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9368 loss: 1.9368 2022/08/16 03:13:48 - mmengine - INFO - Epoch(train) [141][1900/3757] lr: 1.0000e-02 eta: 1 day, 13:30:27 time: 0.3149 data_time: 0.0165 memory: 9395 grad_norm: 4.9946 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8804 loss: 1.8804 2022/08/16 03:14:20 - mmengine - INFO - Epoch(train) [141][2000/3757] lr: 1.0000e-02 eta: 1 day, 13:29:56 time: 0.3139 data_time: 0.0168 memory: 9395 grad_norm: 5.1278 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2468 loss: 2.2468 2022/08/16 03:14:26 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 03:14:52 - mmengine - INFO - Epoch(train) [141][2100/3757] lr: 1.0000e-02 eta: 1 day, 13:29:26 time: 0.3142 data_time: 0.0173 memory: 9395 grad_norm: 5.0449 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1014 loss: 2.1014 2022/08/16 03:15:23 - mmengine - INFO - Epoch(train) [141][2200/3757] lr: 1.0000e-02 eta: 1 day, 13:28:55 time: 0.3156 data_time: 0.0182 memory: 9395 grad_norm: 4.9544 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9826 loss: 1.9826 2022/08/16 03:15:55 - mmengine - INFO - Epoch(train) [141][2300/3757] lr: 1.0000e-02 eta: 1 day, 13:28:24 time: 0.3166 data_time: 0.0175 memory: 9395 grad_norm: 5.0022 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0998 loss: 2.0998 2022/08/16 03:16:26 - mmengine - INFO - Epoch(train) [141][2400/3757] lr: 1.0000e-02 eta: 1 day, 13:27:53 time: 0.3139 data_time: 0.0177 memory: 9395 grad_norm: 5.0412 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2243 loss: 2.2243 2022/08/16 03:16:58 - mmengine - INFO - Epoch(train) [141][2500/3757] lr: 1.0000e-02 eta: 1 day, 13:27:22 time: 0.3125 data_time: 0.0178 memory: 9395 grad_norm: 4.9602 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8724 loss: 1.8724 2022/08/16 03:17:30 - mmengine - INFO - Epoch(train) [141][2600/3757] lr: 1.0000e-02 eta: 1 day, 13:26:52 time: 0.3136 data_time: 0.0170 memory: 9395 grad_norm: 5.1013 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1100 loss: 2.1100 2022/08/16 03:18:01 - mmengine - INFO - Epoch(train) [141][2700/3757] lr: 1.0000e-02 eta: 1 day, 13:26:21 time: 0.3151 data_time: 0.0166 memory: 9395 grad_norm: 5.0076 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0854 loss: 2.0854 2022/08/16 03:18:33 - mmengine - INFO - Epoch(train) [141][2800/3757] lr: 1.0000e-02 eta: 1 day, 13:25:50 time: 0.3128 data_time: 0.0184 memory: 9395 grad_norm: 5.1416 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1035 loss: 2.1035 2022/08/16 03:19:04 - mmengine - INFO - Epoch(train) [141][2900/3757] lr: 1.0000e-02 eta: 1 day, 13:25:19 time: 0.3155 data_time: 0.0180 memory: 9395 grad_norm: 4.9192 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1227 loss: 2.1227 2022/08/16 03:19:36 - mmengine - INFO - Epoch(train) [141][3000/3757] lr: 1.0000e-02 eta: 1 day, 13:24:48 time: 0.3142 data_time: 0.0173 memory: 9395 grad_norm: 5.0121 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0526 loss: 2.0526 2022/08/16 03:19:42 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 03:20:07 - mmengine - INFO - Epoch(train) [141][3100/3757] lr: 1.0000e-02 eta: 1 day, 13:24:18 time: 0.3132 data_time: 0.0167 memory: 9395 grad_norm: 5.0231 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0197 loss: 2.0197 2022/08/16 03:20:39 - mmengine - INFO - Epoch(train) [141][3200/3757] lr: 1.0000e-02 eta: 1 day, 13:23:47 time: 0.3127 data_time: 0.0174 memory: 9395 grad_norm: 5.2004 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3541 loss: 2.3541 2022/08/16 03:21:10 - mmengine - INFO - Epoch(train) [141][3300/3757] lr: 1.0000e-02 eta: 1 day, 13:23:16 time: 0.3126 data_time: 0.0179 memory: 9395 grad_norm: 5.1267 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9461 loss: 1.9461 2022/08/16 03:21:42 - mmengine - INFO - Epoch(train) [141][3400/3757] lr: 1.0000e-02 eta: 1 day, 13:22:45 time: 0.3151 data_time: 0.0181 memory: 9395 grad_norm: 5.0851 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0842 loss: 2.0842 2022/08/16 03:22:14 - mmengine - INFO - Epoch(train) [141][3500/3757] lr: 1.0000e-02 eta: 1 day, 13:22:14 time: 0.3158 data_time: 0.0167 memory: 9395 grad_norm: 5.1217 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1448 loss: 2.1448 2022/08/16 03:22:45 - mmengine - INFO - Epoch(train) [141][3600/3757] lr: 1.0000e-02 eta: 1 day, 13:21:44 time: 0.3156 data_time: 0.0213 memory: 9395 grad_norm: 5.0173 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7749 loss: 1.7749 2022/08/16 03:23:17 - mmengine - INFO - Epoch(train) [141][3700/3757] lr: 1.0000e-02 eta: 1 day, 13:21:13 time: 0.3156 data_time: 0.0168 memory: 9395 grad_norm: 5.2039 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3413 loss: 2.3413 2022/08/16 03:23:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 03:23:35 - mmengine - INFO - Epoch(train) [141][3757/3757] lr: 1.0000e-02 eta: 1 day, 13:21:00 time: 0.3104 data_time: 0.0182 memory: 9395 grad_norm: 4.8823 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 2.0568 loss: 2.0568 2022/08/16 03:24:08 - mmengine - INFO - Epoch(train) [142][100/3757] lr: 1.0000e-02 eta: 1 day, 13:20:22 time: 0.3128 data_time: 0.0175 memory: 9395 grad_norm: 5.0720 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9970 loss: 1.9970 2022/08/16 03:24:40 - mmengine - INFO - Epoch(train) [142][200/3757] lr: 1.0000e-02 eta: 1 day, 13:19:51 time: 0.3132 data_time: 0.0186 memory: 9395 grad_norm: 5.1221 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3863 loss: 2.3863 2022/08/16 03:25:00 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 03:25:11 - mmengine - INFO - Epoch(train) [142][300/3757] lr: 1.0000e-02 eta: 1 day, 13:19:20 time: 0.3142 data_time: 0.0177 memory: 9395 grad_norm: 4.9852 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2124 loss: 2.2124 2022/08/16 03:25:43 - mmengine - INFO - Epoch(train) [142][400/3757] lr: 1.0000e-02 eta: 1 day, 13:18:49 time: 0.3145 data_time: 0.0181 memory: 9395 grad_norm: 5.0272 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8790 loss: 1.8790 2022/08/16 03:26:15 - mmengine - INFO - Epoch(train) [142][500/3757] lr: 1.0000e-02 eta: 1 day, 13:18:18 time: 0.3164 data_time: 0.0177 memory: 9395 grad_norm: 5.0638 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7482 loss: 1.7482 2022/08/16 03:26:46 - mmengine - INFO - Epoch(train) [142][600/3757] lr: 1.0000e-02 eta: 1 day, 13:17:47 time: 0.3137 data_time: 0.0173 memory: 9395 grad_norm: 4.9874 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8961 loss: 1.8961 2022/08/16 03:27:18 - mmengine - INFO - Epoch(train) [142][700/3757] lr: 1.0000e-02 eta: 1 day, 13:17:17 time: 0.3144 data_time: 0.0166 memory: 9395 grad_norm: 5.0534 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.1854 loss: 2.1854 2022/08/16 03:27:49 - mmengine - INFO - Epoch(train) [142][800/3757] lr: 1.0000e-02 eta: 1 day, 13:16:46 time: 0.3137 data_time: 0.0170 memory: 9395 grad_norm: 5.1219 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8497 loss: 1.8497 2022/08/16 03:28:21 - mmengine - INFO - Epoch(train) [142][900/3757] lr: 1.0000e-02 eta: 1 day, 13:16:15 time: 0.3145 data_time: 0.0174 memory: 9395 grad_norm: 5.0044 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8576 loss: 1.8576 2022/08/16 03:28:52 - mmengine - INFO - Epoch(train) [142][1000/3757] lr: 1.0000e-02 eta: 1 day, 13:15:44 time: 0.3154 data_time: 0.0187 memory: 9395 grad_norm: 5.0303 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.2821 loss: 2.2821 2022/08/16 03:29:24 - mmengine - INFO - Epoch(train) [142][1100/3757] lr: 1.0000e-02 eta: 1 day, 13:15:13 time: 0.3146 data_time: 0.0175 memory: 9395 grad_norm: 5.1682 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0980 loss: 2.0980 2022/08/16 03:29:56 - mmengine - INFO - Epoch(train) [142][1200/3757] lr: 1.0000e-02 eta: 1 day, 13:14:43 time: 0.3155 data_time: 0.0187 memory: 9395 grad_norm: 5.1484 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9888 loss: 1.9888 2022/08/16 03:30:16 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 03:30:27 - mmengine - INFO - Epoch(train) [142][1300/3757] lr: 1.0000e-02 eta: 1 day, 13:14:12 time: 0.3163 data_time: 0.0172 memory: 9395 grad_norm: 4.9724 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1133 loss: 2.1133 2022/08/16 03:30:59 - mmengine - INFO - Epoch(train) [142][1400/3757] lr: 1.0000e-02 eta: 1 day, 13:13:41 time: 0.3134 data_time: 0.0173 memory: 9395 grad_norm: 5.1243 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9995 loss: 1.9995 2022/08/16 03:31:30 - mmengine - INFO - Epoch(train) [142][1500/3757] lr: 1.0000e-02 eta: 1 day, 13:13:10 time: 0.3148 data_time: 0.0170 memory: 9395 grad_norm: 5.2713 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3765 loss: 2.3765 2022/08/16 03:32:02 - mmengine - INFO - Epoch(train) [142][1600/3757] lr: 1.0000e-02 eta: 1 day, 13:12:40 time: 0.3136 data_time: 0.0169 memory: 9395 grad_norm: 4.9645 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7876 loss: 1.7876 2022/08/16 03:32:34 - mmengine - INFO - Epoch(train) [142][1700/3757] lr: 1.0000e-02 eta: 1 day, 13:12:09 time: 0.3149 data_time: 0.0186 memory: 9395 grad_norm: 4.9752 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1815 loss: 2.1815 2022/08/16 03:33:05 - mmengine - INFO - Epoch(train) [142][1800/3757] lr: 1.0000e-02 eta: 1 day, 13:11:38 time: 0.3148 data_time: 0.0172 memory: 9395 grad_norm: 4.9838 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0150 loss: 2.0150 2022/08/16 03:33:37 - mmengine - INFO - Epoch(train) [142][1900/3757] lr: 1.0000e-02 eta: 1 day, 13:11:07 time: 0.3130 data_time: 0.0174 memory: 9395 grad_norm: 5.1026 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0549 loss: 2.0549 2022/08/16 03:34:08 - mmengine - INFO - Epoch(train) [142][2000/3757] lr: 1.0000e-02 eta: 1 day, 13:10:36 time: 0.3129 data_time: 0.0183 memory: 9395 grad_norm: 5.1947 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0231 loss: 2.0231 2022/08/16 03:34:40 - mmengine - INFO - Epoch(train) [142][2100/3757] lr: 1.0000e-02 eta: 1 day, 13:10:05 time: 0.3128 data_time: 0.0182 memory: 9395 grad_norm: 5.0518 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.0843 loss: 2.0843 2022/08/16 03:35:11 - mmengine - INFO - Epoch(train) [142][2200/3757] lr: 1.0000e-02 eta: 1 day, 13:09:35 time: 0.3143 data_time: 0.0172 memory: 9395 grad_norm: 5.2954 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.0449 loss: 2.0449 2022/08/16 03:35:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 03:35:43 - mmengine - INFO - Epoch(train) [142][2300/3757] lr: 1.0000e-02 eta: 1 day, 13:09:04 time: 0.3141 data_time: 0.0171 memory: 9395 grad_norm: 5.1177 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1420 loss: 2.1420 2022/08/16 03:36:15 - mmengine - INFO - Epoch(train) [142][2400/3757] lr: 1.0000e-02 eta: 1 day, 13:08:33 time: 0.3140 data_time: 0.0180 memory: 9395 grad_norm: 4.9987 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2446 loss: 2.2446 2022/08/16 03:36:46 - mmengine - INFO - Epoch(train) [142][2500/3757] lr: 1.0000e-02 eta: 1 day, 13:08:02 time: 0.3134 data_time: 0.0171 memory: 9395 grad_norm: 5.1799 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9859 loss: 1.9859 2022/08/16 03:37:18 - mmengine - INFO - Epoch(train) [142][2600/3757] lr: 1.0000e-02 eta: 1 day, 13:07:31 time: 0.3151 data_time: 0.0166 memory: 9395 grad_norm: 5.1345 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0398 loss: 2.0398 2022/08/16 03:37:50 - mmengine - INFO - Epoch(train) [142][2700/3757] lr: 1.0000e-02 eta: 1 day, 13:07:01 time: 0.3157 data_time: 0.0190 memory: 9395 grad_norm: 5.1702 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1119 loss: 2.1119 2022/08/16 03:38:21 - mmengine - INFO - Epoch(train) [142][2800/3757] lr: 1.0000e-02 eta: 1 day, 13:06:30 time: 0.3150 data_time: 0.0170 memory: 9395 grad_norm: 5.0382 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9044 loss: 1.9044 2022/08/16 03:38:53 - mmengine - INFO - Epoch(train) [142][2900/3757] lr: 1.0000e-02 eta: 1 day, 13:05:59 time: 0.3133 data_time: 0.0169 memory: 9395 grad_norm: 5.1015 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0534 loss: 2.0534 2022/08/16 03:39:24 - mmengine - INFO - Epoch(train) [142][3000/3757] lr: 1.0000e-02 eta: 1 day, 13:05:28 time: 0.3144 data_time: 0.0180 memory: 9395 grad_norm: 5.2011 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1965 loss: 2.1965 2022/08/16 03:39:56 - mmengine - INFO - Epoch(train) [142][3100/3757] lr: 1.0000e-02 eta: 1 day, 13:04:58 time: 0.3143 data_time: 0.0192 memory: 9395 grad_norm: 5.0242 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1737 loss: 2.1737 2022/08/16 03:40:28 - mmengine - INFO - Epoch(train) [142][3200/3757] lr: 1.0000e-02 eta: 1 day, 13:04:27 time: 0.3187 data_time: 0.0187 memory: 9395 grad_norm: 5.0970 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0873 loss: 2.0873 2022/08/16 03:40:47 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 03:40:59 - mmengine - INFO - Epoch(train) [142][3300/3757] lr: 1.0000e-02 eta: 1 day, 13:03:56 time: 0.3146 data_time: 0.0178 memory: 9395 grad_norm: 5.0977 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8249 loss: 1.8249 2022/08/16 03:41:31 - mmengine - INFO - Epoch(train) [142][3400/3757] lr: 1.0000e-02 eta: 1 day, 13:03:25 time: 0.3134 data_time: 0.0178 memory: 9395 grad_norm: 4.9750 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9623 loss: 1.9623 2022/08/16 03:42:02 - mmengine - INFO - Epoch(train) [142][3500/3757] lr: 1.0000e-02 eta: 1 day, 13:02:54 time: 0.3136 data_time: 0.0168 memory: 9395 grad_norm: 5.0016 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1723 loss: 2.1723 2022/08/16 03:42:34 - mmengine - INFO - Epoch(train) [142][3600/3757] lr: 1.0000e-02 eta: 1 day, 13:02:24 time: 0.3136 data_time: 0.0176 memory: 9395 grad_norm: 4.9966 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8617 loss: 1.8617 2022/08/16 03:43:06 - mmengine - INFO - Epoch(train) [142][3700/3757] lr: 1.0000e-02 eta: 1 day, 13:01:53 time: 0.3164 data_time: 0.0188 memory: 9395 grad_norm: 5.1673 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2025 loss: 2.2025 2022/08/16 03:43:23 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 03:43:23 - mmengine - INFO - Epoch(train) [142][3757/3757] lr: 1.0000e-02 eta: 1 day, 13:01:40 time: 0.3104 data_time: 0.0188 memory: 9395 grad_norm: 5.0399 top1_acc: 0.5714 top5_acc: 0.7143 loss_cls: 2.1289 loss: 2.1289 2022/08/16 03:43:58 - mmengine - INFO - Epoch(train) [143][100/3757] lr: 1.0000e-02 eta: 1 day, 13:01:02 time: 0.3149 data_time: 0.0165 memory: 9395 grad_norm: 4.9713 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9151 loss: 1.9151 2022/08/16 03:44:29 - mmengine - INFO - Epoch(train) [143][200/3757] lr: 1.0000e-02 eta: 1 day, 13:00:31 time: 0.3160 data_time: 0.0177 memory: 9395 grad_norm: 5.0616 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8985 loss: 1.8985 2022/08/16 03:45:01 - mmengine - INFO - Epoch(train) [143][300/3757] lr: 1.0000e-02 eta: 1 day, 13:00:00 time: 0.3134 data_time: 0.0177 memory: 9395 grad_norm: 5.1936 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0384 loss: 2.0384 2022/08/16 03:45:32 - mmengine - INFO - Epoch(train) [143][400/3757] lr: 1.0000e-02 eta: 1 day, 12:59:30 time: 0.3147 data_time: 0.0167 memory: 9395 grad_norm: 5.1200 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3390 loss: 2.3390 2022/08/16 03:46:04 - mmengine - INFO - Epoch(train) [143][500/3757] lr: 1.0000e-02 eta: 1 day, 12:58:59 time: 0.3157 data_time: 0.0172 memory: 9395 grad_norm: 5.2204 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7968 loss: 1.7968 2022/08/16 03:46:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 03:46:36 - mmengine - INFO - Epoch(train) [143][600/3757] lr: 1.0000e-02 eta: 1 day, 12:58:28 time: 0.3151 data_time: 0.0166 memory: 9395 grad_norm: 5.1841 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9894 loss: 1.9894 2022/08/16 03:47:07 - mmengine - INFO - Epoch(train) [143][700/3757] lr: 1.0000e-02 eta: 1 day, 12:57:57 time: 0.3157 data_time: 0.0177 memory: 9395 grad_norm: 5.0953 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8473 loss: 1.8473 2022/08/16 03:47:39 - mmengine - INFO - Epoch(train) [143][800/3757] lr: 1.0000e-02 eta: 1 day, 12:57:26 time: 0.3135 data_time: 0.0174 memory: 9395 grad_norm: 5.1612 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1737 loss: 2.1737 2022/08/16 03:48:10 - mmengine - INFO - Epoch(train) [143][900/3757] lr: 1.0000e-02 eta: 1 day, 12:56:56 time: 0.3129 data_time: 0.0170 memory: 9395 grad_norm: 5.1439 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1391 loss: 2.1391 2022/08/16 03:48:42 - mmengine - INFO - Epoch(train) [143][1000/3757] lr: 1.0000e-02 eta: 1 day, 12:56:25 time: 0.3140 data_time: 0.0171 memory: 9395 grad_norm: 5.0097 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0322 loss: 2.0322 2022/08/16 03:49:13 - mmengine - INFO - Epoch(train) [143][1100/3757] lr: 1.0000e-02 eta: 1 day, 12:55:54 time: 0.3144 data_time: 0.0172 memory: 9395 grad_norm: 5.0795 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2050 loss: 2.2050 2022/08/16 03:49:45 - mmengine - INFO - Epoch(train) [143][1200/3757] lr: 1.0000e-02 eta: 1 day, 12:55:23 time: 0.3157 data_time: 0.0188 memory: 9395 grad_norm: 5.1345 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9273 loss: 1.9273 2022/08/16 03:50:17 - mmengine - INFO - Epoch(train) [143][1300/3757] lr: 1.0000e-02 eta: 1 day, 12:54:52 time: 0.3154 data_time: 0.0185 memory: 9395 grad_norm: 5.1556 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0498 loss: 2.0498 2022/08/16 03:50:48 - mmengine - INFO - Epoch(train) [143][1400/3757] lr: 1.0000e-02 eta: 1 day, 12:54:22 time: 0.3144 data_time: 0.0175 memory: 9395 grad_norm: 5.1929 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3254 loss: 2.3254 2022/08/16 03:51:20 - mmengine - INFO - Epoch(train) [143][1500/3757] lr: 1.0000e-02 eta: 1 day, 12:53:51 time: 0.3137 data_time: 0.0173 memory: 9395 grad_norm: 5.0108 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1935 loss: 2.1935 2022/08/16 03:51:22 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 03:51:51 - mmengine - INFO - Epoch(train) [143][1600/3757] lr: 1.0000e-02 eta: 1 day, 12:53:20 time: 0.3135 data_time: 0.0174 memory: 9395 grad_norm: 5.2141 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2334 loss: 2.2334 2022/08/16 03:52:23 - mmengine - INFO - Epoch(train) [143][1700/3757] lr: 1.0000e-02 eta: 1 day, 12:52:49 time: 0.3130 data_time: 0.0187 memory: 9395 grad_norm: 5.1839 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0792 loss: 2.0792 2022/08/16 03:52:55 - mmengine - INFO - Epoch(train) [143][1800/3757] lr: 1.0000e-02 eta: 1 day, 12:52:18 time: 0.3139 data_time: 0.0173 memory: 9395 grad_norm: 5.1207 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8806 loss: 1.8806 2022/08/16 03:53:26 - mmengine - INFO - Epoch(train) [143][1900/3757] lr: 1.0000e-02 eta: 1 day, 12:51:48 time: 0.3153 data_time: 0.0179 memory: 9395 grad_norm: 5.2083 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4170 loss: 2.4170 2022/08/16 03:53:58 - mmengine - INFO - Epoch(train) [143][2000/3757] lr: 1.0000e-02 eta: 1 day, 12:51:17 time: 0.3146 data_time: 0.0181 memory: 9395 grad_norm: 5.0237 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9598 loss: 1.9598 2022/08/16 03:54:29 - mmengine - INFO - Epoch(train) [143][2100/3757] lr: 1.0000e-02 eta: 1 day, 12:50:46 time: 0.3133 data_time: 0.0179 memory: 9395 grad_norm: 5.3839 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9517 loss: 1.9517 2022/08/16 03:55:01 - mmengine - INFO - Epoch(train) [143][2200/3757] lr: 1.0000e-02 eta: 1 day, 12:50:15 time: 0.3133 data_time: 0.0174 memory: 9395 grad_norm: 5.2267 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9883 loss: 1.9883 2022/08/16 03:55:33 - mmengine - INFO - Epoch(train) [143][2300/3757] lr: 1.0000e-02 eta: 1 day, 12:49:44 time: 0.3140 data_time: 0.0184 memory: 9395 grad_norm: 5.1052 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1169 loss: 2.1169 2022/08/16 03:56:04 - mmengine - INFO - Epoch(train) [143][2400/3757] lr: 1.0000e-02 eta: 1 day, 12:49:14 time: 0.3131 data_time: 0.0165 memory: 9395 grad_norm: 5.1752 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3102 loss: 2.3102 2022/08/16 03:56:36 - mmengine - INFO - Epoch(train) [143][2500/3757] lr: 1.0000e-02 eta: 1 day, 12:48:43 time: 0.3158 data_time: 0.0170 memory: 9395 grad_norm: 5.1519 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8631 loss: 1.8631 2022/08/16 03:56:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 03:57:07 - mmengine - INFO - Epoch(train) [143][2600/3757] lr: 1.0000e-02 eta: 1 day, 12:48:12 time: 0.3159 data_time: 0.0179 memory: 9395 grad_norm: 5.0418 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8972 loss: 1.8972 2022/08/16 03:57:39 - mmengine - INFO - Epoch(train) [143][2700/3757] lr: 1.0000e-02 eta: 1 day, 12:47:41 time: 0.3164 data_time: 0.0181 memory: 9395 grad_norm: 5.1704 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.6404 loss: 1.6404 2022/08/16 03:58:11 - mmengine - INFO - Epoch(train) [143][2800/3757] lr: 1.0000e-02 eta: 1 day, 12:47:10 time: 0.3139 data_time: 0.0185 memory: 9395 grad_norm: 5.1928 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9624 loss: 1.9624 2022/08/16 03:58:42 - mmengine - INFO - Epoch(train) [143][2900/3757] lr: 1.0000e-02 eta: 1 day, 12:46:39 time: 0.3150 data_time: 0.0167 memory: 9395 grad_norm: 5.1163 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 2.1693 loss: 2.1693 2022/08/16 03:59:14 - mmengine - INFO - Epoch(train) [143][3000/3757] lr: 1.0000e-02 eta: 1 day, 12:46:09 time: 0.3126 data_time: 0.0175 memory: 9395 grad_norm: 5.1749 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7580 loss: 1.7580 2022/08/16 03:59:45 - mmengine - INFO - Epoch(train) [143][3100/3757] lr: 1.0000e-02 eta: 1 day, 12:45:38 time: 0.3146 data_time: 0.0169 memory: 9395 grad_norm: 5.0433 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.2299 loss: 2.2299 2022/08/16 04:00:17 - mmengine - INFO - Epoch(train) [143][3200/3757] lr: 1.0000e-02 eta: 1 day, 12:45:07 time: 0.3158 data_time: 0.0192 memory: 9395 grad_norm: 5.1346 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1460 loss: 2.1460 2022/08/16 04:00:48 - mmengine - INFO - Epoch(train) [143][3300/3757] lr: 1.0000e-02 eta: 1 day, 12:44:36 time: 0.3136 data_time: 0.0170 memory: 9395 grad_norm: 4.9446 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1229 loss: 2.1229 2022/08/16 04:01:20 - mmengine - INFO - Epoch(train) [143][3400/3757] lr: 1.0000e-02 eta: 1 day, 12:44:05 time: 0.3129 data_time: 0.0173 memory: 9395 grad_norm: 5.3416 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2713 loss: 2.2713 2022/08/16 04:01:52 - mmengine - INFO - Epoch(train) [143][3500/3757] lr: 1.0000e-02 eta: 1 day, 12:43:35 time: 0.3139 data_time: 0.0165 memory: 9395 grad_norm: 5.0296 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0090 loss: 2.0090 2022/08/16 04:01:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 04:02:23 - mmengine - INFO - Epoch(train) [143][3600/3757] lr: 1.0000e-02 eta: 1 day, 12:43:04 time: 0.3133 data_time: 0.0172 memory: 9395 grad_norm: 4.9301 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0223 loss: 2.0223 2022/08/16 04:02:55 - mmengine - INFO - Epoch(train) [143][3700/3757] lr: 1.0000e-02 eta: 1 day, 12:42:33 time: 0.3149 data_time: 0.0170 memory: 9395 grad_norm: 5.1081 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2117 loss: 2.2117 2022/08/16 04:03:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 04:03:13 - mmengine - INFO - Epoch(train) [143][3757/3757] lr: 1.0000e-02 eta: 1 day, 12:42:21 time: 0.3076 data_time: 0.0172 memory: 9395 grad_norm: 4.9529 top1_acc: 0.5714 top5_acc: 0.7143 loss_cls: 1.9985 loss: 1.9985 2022/08/16 04:03:46 - mmengine - INFO - Epoch(train) [144][100/3757] lr: 1.0000e-02 eta: 1 day, 12:41:42 time: 0.3158 data_time: 0.0177 memory: 9395 grad_norm: 5.0989 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9284 loss: 1.9284 2022/08/16 04:04:18 - mmengine - INFO - Epoch(train) [144][200/3757] lr: 1.0000e-02 eta: 1 day, 12:41:11 time: 0.3146 data_time: 0.0181 memory: 9395 grad_norm: 4.9866 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7211 loss: 1.7211 2022/08/16 04:04:49 - mmengine - INFO - Epoch(train) [144][300/3757] lr: 1.0000e-02 eta: 1 day, 12:40:40 time: 0.3154 data_time: 0.0186 memory: 9395 grad_norm: 5.1098 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0926 loss: 2.0926 2022/08/16 04:05:21 - mmengine - INFO - Epoch(train) [144][400/3757] lr: 1.0000e-02 eta: 1 day, 12:40:09 time: 0.3136 data_time: 0.0169 memory: 9395 grad_norm: 5.0384 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2022 loss: 2.2022 2022/08/16 04:05:52 - mmengine - INFO - Epoch(train) [144][500/3757] lr: 1.0000e-02 eta: 1 day, 12:39:38 time: 0.3140 data_time: 0.0172 memory: 9395 grad_norm: 5.0595 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9548 loss: 1.9548 2022/08/16 04:06:24 - mmengine - INFO - Epoch(train) [144][600/3757] lr: 1.0000e-02 eta: 1 day, 12:39:07 time: 0.3133 data_time: 0.0167 memory: 9395 grad_norm: 5.1227 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2071 loss: 2.2071 2022/08/16 04:06:55 - mmengine - INFO - Epoch(train) [144][700/3757] lr: 1.0000e-02 eta: 1 day, 12:38:37 time: 0.3149 data_time: 0.0180 memory: 9395 grad_norm: 5.1773 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9958 loss: 1.9958 2022/08/16 04:07:11 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 04:07:27 - mmengine - INFO - Epoch(train) [144][800/3757] lr: 1.0000e-02 eta: 1 day, 12:38:06 time: 0.3162 data_time: 0.0187 memory: 9395 grad_norm: 5.2398 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9761 loss: 1.9761 2022/08/16 04:07:59 - mmengine - INFO - Epoch(train) [144][900/3757] lr: 1.0000e-02 eta: 1 day, 12:37:35 time: 0.3159 data_time: 0.0176 memory: 9395 grad_norm: 5.2397 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0943 loss: 2.0943 2022/08/16 04:08:30 - mmengine - INFO - Epoch(train) [144][1000/3757] lr: 1.0000e-02 eta: 1 day, 12:37:04 time: 0.3170 data_time: 0.0185 memory: 9395 grad_norm: 5.0790 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1210 loss: 2.1210 2022/08/16 04:09:02 - mmengine - INFO - Epoch(train) [144][1100/3757] lr: 1.0000e-02 eta: 1 day, 12:36:33 time: 0.3145 data_time: 0.0168 memory: 9395 grad_norm: 4.9533 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0677 loss: 2.0677 2022/08/16 04:09:33 - mmengine - INFO - Epoch(train) [144][1200/3757] lr: 1.0000e-02 eta: 1 day, 12:36:02 time: 0.3113 data_time: 0.0168 memory: 9395 grad_norm: 5.0646 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1188 loss: 2.1188 2022/08/16 04:10:05 - mmengine - INFO - Epoch(train) [144][1300/3757] lr: 1.0000e-02 eta: 1 day, 12:35:32 time: 0.3133 data_time: 0.0170 memory: 9395 grad_norm: 5.1856 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2138 loss: 2.2138 2022/08/16 04:10:37 - mmengine - INFO - Epoch(train) [144][1400/3757] lr: 1.0000e-02 eta: 1 day, 12:35:01 time: 0.3152 data_time: 0.0189 memory: 9395 grad_norm: 5.2477 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8899 loss: 1.8899 2022/08/16 04:11:08 - mmengine - INFO - Epoch(train) [144][1500/3757] lr: 1.0000e-02 eta: 1 day, 12:34:30 time: 0.3137 data_time: 0.0171 memory: 9395 grad_norm: 5.0356 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7260 loss: 1.7260 2022/08/16 04:11:40 - mmengine - INFO - Epoch(train) [144][1600/3757] lr: 1.0000e-02 eta: 1 day, 12:33:59 time: 0.3138 data_time: 0.0170 memory: 9395 grad_norm: 5.2643 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0927 loss: 2.0927 2022/08/16 04:12:11 - mmengine - INFO - Epoch(train) [144][1700/3757] lr: 1.0000e-02 eta: 1 day, 12:33:28 time: 0.3143 data_time: 0.0177 memory: 9395 grad_norm: 4.9234 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8817 loss: 1.8817 2022/08/16 04:12:27 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 04:12:43 - mmengine - INFO - Epoch(train) [144][1800/3757] lr: 1.0000e-02 eta: 1 day, 12:32:58 time: 0.3136 data_time: 0.0171 memory: 9395 grad_norm: 5.0182 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1092 loss: 2.1092 2022/08/16 04:13:14 - mmengine - INFO - Epoch(train) [144][1900/3757] lr: 1.0000e-02 eta: 1 day, 12:32:27 time: 0.3147 data_time: 0.0171 memory: 9395 grad_norm: 4.9940 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0522 loss: 2.0522 2022/08/16 04:13:46 - mmengine - INFO - Epoch(train) [144][2000/3757] lr: 1.0000e-02 eta: 1 day, 12:31:56 time: 0.3157 data_time: 0.0176 memory: 9395 grad_norm: 5.1168 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2103 loss: 2.2103 2022/08/16 04:14:18 - mmengine - INFO - Epoch(train) [144][2100/3757] lr: 1.0000e-02 eta: 1 day, 12:31:25 time: 0.3153 data_time: 0.0180 memory: 9395 grad_norm: 5.1558 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2089 loss: 2.2089 2022/08/16 04:14:49 - mmengine - INFO - Epoch(train) [144][2200/3757] lr: 1.0000e-02 eta: 1 day, 12:30:54 time: 0.3168 data_time: 0.0186 memory: 9395 grad_norm: 5.1060 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1629 loss: 2.1629 2022/08/16 04:15:21 - mmengine - INFO - Epoch(train) [144][2300/3757] lr: 1.0000e-02 eta: 1 day, 12:30:24 time: 0.3165 data_time: 0.0178 memory: 9395 grad_norm: 5.1428 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9752 loss: 1.9752 2022/08/16 04:15:52 - mmengine - INFO - Epoch(train) [144][2400/3757] lr: 1.0000e-02 eta: 1 day, 12:29:53 time: 0.3142 data_time: 0.0182 memory: 9395 grad_norm: 4.8666 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9535 loss: 1.9535 2022/08/16 04:16:24 - mmengine - INFO - Epoch(train) [144][2500/3757] lr: 1.0000e-02 eta: 1 day, 12:29:22 time: 0.3125 data_time: 0.0175 memory: 9395 grad_norm: 5.1504 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0189 loss: 2.0189 2022/08/16 04:16:56 - mmengine - INFO - Epoch(train) [144][2600/3757] lr: 1.0000e-02 eta: 1 day, 12:28:51 time: 0.3139 data_time: 0.0171 memory: 9395 grad_norm: 5.1725 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4117 loss: 2.4117 2022/08/16 04:17:27 - mmengine - INFO - Epoch(train) [144][2700/3757] lr: 1.0000e-02 eta: 1 day, 12:28:20 time: 0.3133 data_time: 0.0180 memory: 9395 grad_norm: 5.2240 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3011 loss: 2.3011 2022/08/16 04:17:43 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 04:17:59 - mmengine - INFO - Epoch(train) [144][2800/3757] lr: 1.0000e-02 eta: 1 day, 12:27:49 time: 0.3180 data_time: 0.0182 memory: 9395 grad_norm: 5.0119 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9445 loss: 1.9445 2022/08/16 04:18:30 - mmengine - INFO - Epoch(train) [144][2900/3757] lr: 1.0000e-02 eta: 1 day, 12:27:19 time: 0.3150 data_time: 0.0175 memory: 9395 grad_norm: 5.0775 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2368 loss: 2.2368 2022/08/16 04:19:02 - mmengine - INFO - Epoch(train) [144][3000/3757] lr: 1.0000e-02 eta: 1 day, 12:26:48 time: 0.3154 data_time: 0.0179 memory: 9395 grad_norm: 5.0358 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2885 loss: 2.2885 2022/08/16 04:19:34 - mmengine - INFO - Epoch(train) [144][3100/3757] lr: 1.0000e-02 eta: 1 day, 12:26:17 time: 0.3137 data_time: 0.0170 memory: 9395 grad_norm: 5.1362 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3015 loss: 2.3015 2022/08/16 04:20:05 - mmengine - INFO - Epoch(train) [144][3200/3757] lr: 1.0000e-02 eta: 1 day, 12:25:46 time: 0.3133 data_time: 0.0176 memory: 9395 grad_norm: 5.0659 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9719 loss: 1.9719 2022/08/16 04:20:37 - mmengine - INFO - Epoch(train) [144][3300/3757] lr: 1.0000e-02 eta: 1 day, 12:25:15 time: 0.3139 data_time: 0.0180 memory: 9395 grad_norm: 4.9260 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6679 loss: 1.6679 2022/08/16 04:21:08 - mmengine - INFO - Epoch(train) [144][3400/3757] lr: 1.0000e-02 eta: 1 day, 12:24:44 time: 0.3137 data_time: 0.0175 memory: 9395 grad_norm: 5.1318 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1487 loss: 2.1487 2022/08/16 04:21:40 - mmengine - INFO - Epoch(train) [144][3500/3757] lr: 1.0000e-02 eta: 1 day, 12:24:14 time: 0.3169 data_time: 0.0184 memory: 9395 grad_norm: 5.1970 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1310 loss: 2.1310 2022/08/16 04:22:11 - mmengine - INFO - Epoch(train) [144][3600/3757] lr: 1.0000e-02 eta: 1 day, 12:23:43 time: 0.3139 data_time: 0.0170 memory: 9395 grad_norm: 5.1828 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1359 loss: 2.1359 2022/08/16 04:22:43 - mmengine - INFO - Epoch(train) [144][3700/3757] lr: 1.0000e-02 eta: 1 day, 12:23:12 time: 0.3142 data_time: 0.0188 memory: 9395 grad_norm: 5.0349 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 1.9700 loss: 1.9700 2022/08/16 04:22:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 04:23:01 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 04:23:01 - mmengine - INFO - Epoch(train) [144][3757/3757] lr: 1.0000e-02 eta: 1 day, 12:23:00 time: 0.3088 data_time: 0.0157 memory: 9395 grad_norm: 5.0485 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 2.1724 loss: 2.1724 2022/08/16 04:23:01 - mmengine - INFO - Saving checkpoint at 144 epochs 2022/08/16 04:23:35 - mmengine - INFO - Epoch(train) [145][100/3757] lr: 1.0000e-02 eta: 1 day, 12:22:20 time: 0.3142 data_time: 0.0169 memory: 9395 grad_norm: 5.1611 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9908 loss: 1.9908 2022/08/16 04:24:07 - mmengine - INFO - Epoch(train) [145][200/3757] lr: 1.0000e-02 eta: 1 day, 12:21:49 time: 0.3136 data_time: 0.0168 memory: 9395 grad_norm: 5.1761 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6963 loss: 1.6963 2022/08/16 04:24:38 - mmengine - INFO - Epoch(train) [145][300/3757] lr: 1.0000e-02 eta: 1 day, 12:21:18 time: 0.3143 data_time: 0.0169 memory: 9395 grad_norm: 5.1296 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1096 loss: 2.1096 2022/08/16 04:25:10 - mmengine - INFO - Epoch(train) [145][400/3757] lr: 1.0000e-02 eta: 1 day, 12:20:48 time: 0.3157 data_time: 0.0194 memory: 9395 grad_norm: 5.2179 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8404 loss: 1.8404 2022/08/16 04:25:42 - mmengine - INFO - Epoch(train) [145][500/3757] lr: 1.0000e-02 eta: 1 day, 12:20:17 time: 0.3147 data_time: 0.0186 memory: 9395 grad_norm: 5.2279 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0362 loss: 2.0362 2022/08/16 04:26:14 - mmengine - INFO - Epoch(train) [145][600/3757] lr: 1.0000e-02 eta: 1 day, 12:19:46 time: 0.3139 data_time: 0.0178 memory: 9395 grad_norm: 5.0500 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1346 loss: 2.1346 2022/08/16 04:26:45 - mmengine - INFO - Epoch(train) [145][700/3757] lr: 1.0000e-02 eta: 1 day, 12:19:16 time: 0.3135 data_time: 0.0164 memory: 9395 grad_norm: 5.0292 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7155 loss: 1.7155 2022/08/16 04:27:17 - mmengine - INFO - Epoch(train) [145][800/3757] lr: 1.0000e-02 eta: 1 day, 12:18:45 time: 0.3155 data_time: 0.0171 memory: 9395 grad_norm: 5.0855 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8436 loss: 1.8436 2022/08/16 04:27:49 - mmengine - INFO - Epoch(train) [145][900/3757] lr: 1.0000e-02 eta: 1 day, 12:18:14 time: 0.3141 data_time: 0.0168 memory: 9395 grad_norm: 5.1839 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9941 loss: 1.9941 2022/08/16 04:28:18 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 04:28:20 - mmengine - INFO - Epoch(train) [145][1000/3757] lr: 1.0000e-02 eta: 1 day, 12:17:43 time: 0.3145 data_time: 0.0166 memory: 9395 grad_norm: 5.0810 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3114 loss: 2.3114 2022/08/16 04:28:52 - mmengine - INFO - Epoch(train) [145][1100/3757] lr: 1.0000e-02 eta: 1 day, 12:17:12 time: 0.3156 data_time: 0.0169 memory: 9395 grad_norm: 4.9636 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0766 loss: 2.0766 2022/08/16 04:29:23 - mmengine - INFO - Epoch(train) [145][1200/3757] lr: 1.0000e-02 eta: 1 day, 12:16:41 time: 0.3153 data_time: 0.0168 memory: 9395 grad_norm: 5.1700 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1133 loss: 2.1133 2022/08/16 04:29:55 - mmengine - INFO - Epoch(train) [145][1300/3757] lr: 1.0000e-02 eta: 1 day, 12:16:11 time: 0.3140 data_time: 0.0176 memory: 9395 grad_norm: 5.0664 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0316 loss: 2.0316 2022/08/16 04:30:27 - mmengine - INFO - Epoch(train) [145][1400/3757] lr: 1.0000e-02 eta: 1 day, 12:15:40 time: 0.3133 data_time: 0.0167 memory: 9395 grad_norm: 5.1499 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9082 loss: 1.9082 2022/08/16 04:30:58 - mmengine - INFO - Epoch(train) [145][1500/3757] lr: 1.0000e-02 eta: 1 day, 12:15:09 time: 0.3171 data_time: 0.0179 memory: 9395 grad_norm: 5.1449 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0753 loss: 2.0753 2022/08/16 04:31:30 - mmengine - INFO - Epoch(train) [145][1600/3757] lr: 1.0000e-02 eta: 1 day, 12:14:38 time: 0.3131 data_time: 0.0182 memory: 9395 grad_norm: 5.0843 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1546 loss: 2.1546 2022/08/16 04:32:01 - mmengine - INFO - Epoch(train) [145][1700/3757] lr: 1.0000e-02 eta: 1 day, 12:14:08 time: 0.3149 data_time: 0.0177 memory: 9395 grad_norm: 5.2310 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9869 loss: 1.9869 2022/08/16 04:32:33 - mmengine - INFO - Epoch(train) [145][1800/3757] lr: 1.0000e-02 eta: 1 day, 12:13:37 time: 0.3148 data_time: 0.0183 memory: 9395 grad_norm: 5.1299 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1927 loss: 2.1927 2022/08/16 04:33:05 - mmengine - INFO - Epoch(train) [145][1900/3757] lr: 1.0000e-02 eta: 1 day, 12:13:06 time: 0.3127 data_time: 0.0166 memory: 9395 grad_norm: 5.0534 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7853 loss: 1.7853 2022/08/16 04:33:34 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 04:33:36 - mmengine - INFO - Epoch(train) [145][2000/3757] lr: 1.0000e-02 eta: 1 day, 12:12:35 time: 0.3136 data_time: 0.0172 memory: 9395 grad_norm: 5.1350 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9605 loss: 1.9605 2022/08/16 04:34:08 - mmengine - INFO - Epoch(train) [145][2100/3757] lr: 1.0000e-02 eta: 1 day, 12:12:04 time: 0.3131 data_time: 0.0172 memory: 9395 grad_norm: 4.9747 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0573 loss: 2.0573 2022/08/16 04:34:39 - mmengine - INFO - Epoch(train) [145][2200/3757] lr: 1.0000e-02 eta: 1 day, 12:11:33 time: 0.3141 data_time: 0.0180 memory: 9395 grad_norm: 5.0304 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0638 loss: 2.0638 2022/08/16 04:35:11 - mmengine - INFO - Epoch(train) [145][2300/3757] lr: 1.0000e-02 eta: 1 day, 12:11:03 time: 0.3182 data_time: 0.0167 memory: 9395 grad_norm: 5.2133 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1753 loss: 2.1753 2022/08/16 04:35:43 - mmengine - INFO - Epoch(train) [145][2400/3757] lr: 1.0000e-02 eta: 1 day, 12:10:32 time: 0.3154 data_time: 0.0181 memory: 9395 grad_norm: 5.1061 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7765 loss: 1.7765 2022/08/16 04:36:14 - mmengine - INFO - Epoch(train) [145][2500/3757] lr: 1.0000e-02 eta: 1 day, 12:10:01 time: 0.3141 data_time: 0.0170 memory: 9395 grad_norm: 4.9763 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0998 loss: 2.0998 2022/08/16 04:36:46 - mmengine - INFO - Epoch(train) [145][2600/3757] lr: 1.0000e-02 eta: 1 day, 12:09:30 time: 0.3133 data_time: 0.0178 memory: 9395 grad_norm: 5.0984 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9185 loss: 1.9185 2022/08/16 04:37:17 - mmengine - INFO - Epoch(train) [145][2700/3757] lr: 1.0000e-02 eta: 1 day, 12:08:59 time: 0.3130 data_time: 0.0175 memory: 9395 grad_norm: 5.1369 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.1502 loss: 2.1502 2022/08/16 04:37:49 - mmengine - INFO - Epoch(train) [145][2800/3757] lr: 1.0000e-02 eta: 1 day, 12:08:28 time: 0.3147 data_time: 0.0169 memory: 9395 grad_norm: 5.0260 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2767 loss: 2.2767 2022/08/16 04:38:20 - mmengine - INFO - Epoch(train) [145][2900/3757] lr: 1.0000e-02 eta: 1 day, 12:07:58 time: 0.3164 data_time: 0.0182 memory: 9395 grad_norm: 5.1084 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9482 loss: 1.9482 2022/08/16 04:38:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 04:38:52 - mmengine - INFO - Epoch(train) [145][3000/3757] lr: 1.0000e-02 eta: 1 day, 12:07:27 time: 0.3149 data_time: 0.0177 memory: 9395 grad_norm: 4.9460 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0307 loss: 2.0307 2022/08/16 04:39:24 - mmengine - INFO - Epoch(train) [145][3100/3757] lr: 1.0000e-02 eta: 1 day, 12:06:56 time: 0.3157 data_time: 0.0184 memory: 9395 grad_norm: 5.0866 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8786 loss: 1.8786 2022/08/16 04:39:55 - mmengine - INFO - Epoch(train) [145][3200/3757] lr: 1.0000e-02 eta: 1 day, 12:06:25 time: 0.3123 data_time: 0.0171 memory: 9395 grad_norm: 5.1554 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2058 loss: 2.2058 2022/08/16 04:40:27 - mmengine - INFO - Epoch(train) [145][3300/3757] lr: 1.0000e-02 eta: 1 day, 12:05:54 time: 0.3133 data_time: 0.0169 memory: 9395 grad_norm: 5.0036 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8503 loss: 1.8503 2022/08/16 04:40:58 - mmengine - INFO - Epoch(train) [145][3400/3757] lr: 1.0000e-02 eta: 1 day, 12:05:23 time: 0.3127 data_time: 0.0167 memory: 9395 grad_norm: 5.0655 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9912 loss: 1.9912 2022/08/16 04:41:30 - mmengine - INFO - Epoch(train) [145][3500/3757] lr: 1.0000e-02 eta: 1 day, 12:04:52 time: 0.3137 data_time: 0.0171 memory: 9395 grad_norm: 5.0767 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9173 loss: 1.9173 2022/08/16 04:42:02 - mmengine - INFO - Epoch(train) [145][3600/3757] lr: 1.0000e-02 eta: 1 day, 12:04:22 time: 0.3161 data_time: 0.0179 memory: 9395 grad_norm: 5.0559 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.0815 loss: 2.0815 2022/08/16 04:42:33 - mmengine - INFO - Epoch(train) [145][3700/3757] lr: 1.0000e-02 eta: 1 day, 12:03:51 time: 0.3161 data_time: 0.0182 memory: 9395 grad_norm: 5.0293 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0225 loss: 2.0225 2022/08/16 04:42:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 04:42:51 - mmengine - INFO - Epoch(train) [145][3757/3757] lr: 1.0000e-02 eta: 1 day, 12:03:38 time: 0.3072 data_time: 0.0179 memory: 9395 grad_norm: 4.8877 top1_acc: 0.4286 top5_acc: 0.5714 loss_cls: 1.9852 loss: 1.9852 2022/08/16 04:43:10 - mmengine - INFO - Epoch(val) [145][100/310] eta: 0:00:41 time: 0.1963 data_time: 0.0974 memory: 1523 2022/08/16 04:43:26 - mmengine - INFO - Epoch(val) [145][200/310] eta: 0:00:16 time: 0.1537 data_time: 0.0550 memory: 1523 2022/08/16 04:43:43 - mmengine - INFO - Epoch(val) [145][300/310] eta: 0:00:01 time: 0.1610 data_time: 0.0613 memory: 1523 2022/08/16 04:43:47 - mmengine - INFO - Epoch(val) [145][310/310] acc/top1: 0.5971 acc/top5: 0.8250 acc/mean1: 0.5970 2022/08/16 04:43:47 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr/best_acc/top1_epoch_141.pth is removed 2022/08/16 04:43:48 - mmengine - INFO - The best checkpoint with 0.5971 acc/top1 at 146 epoch is saved to best_acc/top1_epoch_146.pth. 2022/08/16 04:44:21 - mmengine - INFO - Epoch(train) [146][100/3757] lr: 1.0000e-02 eta: 1 day, 12:02:59 time: 0.3163 data_time: 0.0181 memory: 9395 grad_norm: 5.1404 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6764 loss: 1.6764 2022/08/16 04:44:53 - mmengine - INFO - Epoch(train) [146][200/3757] lr: 1.0000e-02 eta: 1 day, 12:02:28 time: 0.3158 data_time: 0.0179 memory: 9395 grad_norm: 5.0145 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9806 loss: 1.9806 2022/08/16 04:45:04 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 04:45:24 - mmengine - INFO - Epoch(train) [146][300/3757] lr: 1.0000e-02 eta: 1 day, 12:01:58 time: 0.3136 data_time: 0.0185 memory: 9395 grad_norm: 5.2657 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9495 loss: 1.9495 2022/08/16 04:45:56 - mmengine - INFO - Epoch(train) [146][400/3757] lr: 1.0000e-02 eta: 1 day, 12:01:27 time: 0.3145 data_time: 0.0176 memory: 9395 grad_norm: 5.1544 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0547 loss: 2.0547 2022/08/16 04:46:28 - mmengine - INFO - Epoch(train) [146][500/3757] lr: 1.0000e-02 eta: 1 day, 12:00:56 time: 0.3162 data_time: 0.0177 memory: 9395 grad_norm: 5.2271 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1597 loss: 2.1597 2022/08/16 04:46:59 - mmengine - INFO - Epoch(train) [146][600/3757] lr: 1.0000e-02 eta: 1 day, 12:00:25 time: 0.3136 data_time: 0.0167 memory: 9395 grad_norm: 4.9577 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2391 loss: 2.2391 2022/08/16 04:47:31 - mmengine - INFO - Epoch(train) [146][700/3757] lr: 1.0000e-02 eta: 1 day, 11:59:54 time: 0.3148 data_time: 0.0172 memory: 9395 grad_norm: 5.0841 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9595 loss: 1.9595 2022/08/16 04:48:02 - mmengine - INFO - Epoch(train) [146][800/3757] lr: 1.0000e-02 eta: 1 day, 11:59:23 time: 0.3149 data_time: 0.0182 memory: 9395 grad_norm: 5.0350 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8840 loss: 1.8840 2022/08/16 04:48:34 - mmengine - INFO - Epoch(train) [146][900/3757] lr: 1.0000e-02 eta: 1 day, 11:58:52 time: 0.3134 data_time: 0.0172 memory: 9395 grad_norm: 5.0260 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3047 loss: 2.3047 2022/08/16 04:49:05 - mmengine - INFO - Epoch(train) [146][1000/3757] lr: 1.0000e-02 eta: 1 day, 11:58:22 time: 0.3137 data_time: 0.0180 memory: 9395 grad_norm: 5.1096 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0848 loss: 2.0848 2022/08/16 04:49:37 - mmengine - INFO - Epoch(train) [146][1100/3757] lr: 1.0000e-02 eta: 1 day, 11:57:51 time: 0.3132 data_time: 0.0173 memory: 9395 grad_norm: 5.0808 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9835 loss: 1.9835 2022/08/16 04:50:08 - mmengine - INFO - Epoch(train) [146][1200/3757] lr: 1.0000e-02 eta: 1 day, 11:57:20 time: 0.3120 data_time: 0.0172 memory: 9395 grad_norm: 5.0237 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9724 loss: 1.9724 2022/08/16 04:50:20 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 04:50:40 - mmengine - INFO - Epoch(train) [146][1300/3757] lr: 1.0000e-02 eta: 1 day, 11:56:49 time: 0.3155 data_time: 0.0181 memory: 9395 grad_norm: 5.0138 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1435 loss: 2.1435 2022/08/16 04:51:12 - mmengine - INFO - Epoch(train) [146][1400/3757] lr: 1.0000e-02 eta: 1 day, 11:56:18 time: 0.3143 data_time: 0.0174 memory: 9395 grad_norm: 5.1072 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4144 loss: 2.4144 2022/08/16 04:51:43 - mmengine - INFO - Epoch(train) [146][1500/3757] lr: 1.0000e-02 eta: 1 day, 11:55:47 time: 0.3157 data_time: 0.0200 memory: 9395 grad_norm: 4.9448 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0828 loss: 2.0828 2022/08/16 04:52:15 - mmengine - INFO - Epoch(train) [146][1600/3757] lr: 1.0000e-02 eta: 1 day, 11:55:17 time: 0.3157 data_time: 0.0185 memory: 9395 grad_norm: 5.2503 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1193 loss: 2.1193 2022/08/16 04:52:46 - mmengine - INFO - Epoch(train) [146][1700/3757] lr: 1.0000e-02 eta: 1 day, 11:54:46 time: 0.3143 data_time: 0.0180 memory: 9395 grad_norm: 5.1433 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0367 loss: 2.0367 2022/08/16 04:53:18 - mmengine - INFO - Epoch(train) [146][1800/3757] lr: 1.0000e-02 eta: 1 day, 11:54:15 time: 0.3143 data_time: 0.0172 memory: 9395 grad_norm: 5.2609 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2425 loss: 2.2425 2022/08/16 04:53:50 - mmengine - INFO - Epoch(train) [146][1900/3757] lr: 1.0000e-02 eta: 1 day, 11:53:44 time: 0.3130 data_time: 0.0165 memory: 9395 grad_norm: 5.2289 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9992 loss: 1.9992 2022/08/16 04:54:21 - mmengine - INFO - Epoch(train) [146][2000/3757] lr: 1.0000e-02 eta: 1 day, 11:53:13 time: 0.3145 data_time: 0.0173 memory: 9395 grad_norm: 5.0502 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0563 loss: 2.0563 2022/08/16 04:54:53 - mmengine - INFO - Epoch(train) [146][2100/3757] lr: 1.0000e-02 eta: 1 day, 11:52:42 time: 0.3152 data_time: 0.0180 memory: 9395 grad_norm: 4.9914 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2159 loss: 2.2159 2022/08/16 04:55:24 - mmengine - INFO - Epoch(train) [146][2200/3757] lr: 1.0000e-02 eta: 1 day, 11:52:11 time: 0.3148 data_time: 0.0179 memory: 9395 grad_norm: 5.1749 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8077 loss: 1.8077 2022/08/16 04:55:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 04:55:56 - mmengine - INFO - Epoch(train) [146][2300/3757] lr: 1.0000e-02 eta: 1 day, 11:51:41 time: 0.3153 data_time: 0.0170 memory: 9395 grad_norm: 5.1969 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2814 loss: 2.2814 2022/08/16 04:56:27 - mmengine - INFO - Epoch(train) [146][2400/3757] lr: 1.0000e-02 eta: 1 day, 11:51:10 time: 0.3124 data_time: 0.0175 memory: 9395 grad_norm: 5.3974 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2690 loss: 2.2690 2022/08/16 04:56:59 - mmengine - INFO - Epoch(train) [146][2500/3757] lr: 1.0000e-02 eta: 1 day, 11:50:39 time: 0.3131 data_time: 0.0174 memory: 9395 grad_norm: 5.1581 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9111 loss: 1.9111 2022/08/16 04:57:30 - mmengine - INFO - Epoch(train) [146][2600/3757] lr: 1.0000e-02 eta: 1 day, 11:50:08 time: 0.3146 data_time: 0.0178 memory: 9395 grad_norm: 5.1091 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0963 loss: 2.0963 2022/08/16 04:58:02 - mmengine - INFO - Epoch(train) [146][2700/3757] lr: 1.0000e-02 eta: 1 day, 11:49:37 time: 0.3137 data_time: 0.0183 memory: 9395 grad_norm: 5.0948 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1051 loss: 2.1051 2022/08/16 04:58:34 - mmengine - INFO - Epoch(train) [146][2800/3757] lr: 1.0000e-02 eta: 1 day, 11:49:06 time: 0.3145 data_time: 0.0188 memory: 9395 grad_norm: 5.0719 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9737 loss: 1.9737 2022/08/16 04:59:05 - mmengine - INFO - Epoch(train) [146][2900/3757] lr: 1.0000e-02 eta: 1 day, 11:48:35 time: 0.3148 data_time: 0.0183 memory: 9395 grad_norm: 5.2201 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9649 loss: 1.9649 2022/08/16 04:59:37 - mmengine - INFO - Epoch(train) [146][3000/3757] lr: 1.0000e-02 eta: 1 day, 11:48:04 time: 0.3139 data_time: 0.0166 memory: 9395 grad_norm: 5.1374 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.8779 loss: 1.8779 2022/08/16 05:00:08 - mmengine - INFO - Epoch(train) [146][3100/3757] lr: 1.0000e-02 eta: 1 day, 11:47:34 time: 0.3133 data_time: 0.0170 memory: 9395 grad_norm: 5.1405 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0946 loss: 2.0946 2022/08/16 05:00:40 - mmengine - INFO - Epoch(train) [146][3200/3757] lr: 1.0000e-02 eta: 1 day, 11:47:03 time: 0.3132 data_time: 0.0179 memory: 9395 grad_norm: 4.9423 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9347 loss: 1.9347 2022/08/16 05:00:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 05:01:11 - mmengine - INFO - Epoch(train) [146][3300/3757] lr: 1.0000e-02 eta: 1 day, 11:46:32 time: 0.3142 data_time: 0.0177 memory: 9395 grad_norm: 5.0879 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1326 loss: 2.1326 2022/08/16 05:01:43 - mmengine - INFO - Epoch(train) [146][3400/3757] lr: 1.0000e-02 eta: 1 day, 11:46:01 time: 0.3172 data_time: 0.0182 memory: 9395 grad_norm: 4.9230 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9696 loss: 1.9696 2022/08/16 05:02:15 - mmengine - INFO - Epoch(train) [146][3500/3757] lr: 1.0000e-02 eta: 1 day, 11:45:30 time: 0.3141 data_time: 0.0179 memory: 9395 grad_norm: 5.1018 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8904 loss: 1.8904 2022/08/16 05:02:46 - mmengine - INFO - Epoch(train) [146][3600/3757] lr: 1.0000e-02 eta: 1 day, 11:44:59 time: 0.3146 data_time: 0.0187 memory: 9395 grad_norm: 5.2433 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8974 loss: 1.8974 2022/08/16 05:03:18 - mmengine - INFO - Epoch(train) [146][3700/3757] lr: 1.0000e-02 eta: 1 day, 11:44:29 time: 0.3145 data_time: 0.0173 memory: 9395 grad_norm: 4.9892 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9913 loss: 1.9913 2022/08/16 05:03:36 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 05:03:36 - mmengine - INFO - Epoch(train) [146][3757/3757] lr: 1.0000e-02 eta: 1 day, 11:44:16 time: 0.3076 data_time: 0.0173 memory: 9395 grad_norm: 5.1388 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 1.9555 loss: 1.9555 2022/08/16 05:04:09 - mmengine - INFO - Epoch(train) [147][100/3757] lr: 1.0000e-02 eta: 1 day, 11:43:37 time: 0.3138 data_time: 0.0163 memory: 9395 grad_norm: 5.0650 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8240 loss: 1.8240 2022/08/16 05:04:40 - mmengine - INFO - Epoch(train) [147][200/3757] lr: 1.0000e-02 eta: 1 day, 11:43:06 time: 0.3131 data_time: 0.0169 memory: 9395 grad_norm: 5.1028 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8355 loss: 1.8355 2022/08/16 05:05:12 - mmengine - INFO - Epoch(train) [147][300/3757] lr: 1.0000e-02 eta: 1 day, 11:42:35 time: 0.3143 data_time: 0.0168 memory: 9395 grad_norm: 5.2257 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8717 loss: 1.8717 2022/08/16 05:05:43 - mmengine - INFO - Epoch(train) [147][400/3757] lr: 1.0000e-02 eta: 1 day, 11:42:05 time: 0.3169 data_time: 0.0187 memory: 9395 grad_norm: 5.1776 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9613 loss: 1.9613 2022/08/16 05:06:08 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 05:06:15 - mmengine - INFO - Epoch(train) [147][500/3757] lr: 1.0000e-02 eta: 1 day, 11:41:34 time: 0.3135 data_time: 0.0164 memory: 9395 grad_norm: 5.1414 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0781 loss: 2.0781 2022/08/16 05:06:47 - mmengine - INFO - Epoch(train) [147][600/3757] lr: 1.0000e-02 eta: 1 day, 11:41:03 time: 0.3170 data_time: 0.0178 memory: 9395 grad_norm: 5.1516 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1584 loss: 2.1584 2022/08/16 05:07:18 - mmengine - INFO - Epoch(train) [147][700/3757] lr: 1.0000e-02 eta: 1 day, 11:40:32 time: 0.3146 data_time: 0.0181 memory: 9395 grad_norm: 5.1569 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1071 loss: 2.1071 2022/08/16 05:07:50 - mmengine - INFO - Epoch(train) [147][800/3757] lr: 1.0000e-02 eta: 1 day, 11:40:01 time: 0.3126 data_time: 0.0180 memory: 9395 grad_norm: 5.3275 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3327 loss: 2.3327 2022/08/16 05:08:21 - mmengine - INFO - Epoch(train) [147][900/3757] lr: 1.0000e-02 eta: 1 day, 11:39:30 time: 0.3131 data_time: 0.0169 memory: 9395 grad_norm: 5.0212 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1613 loss: 2.1613 2022/08/16 05:08:53 - mmengine - INFO - Epoch(train) [147][1000/3757] lr: 1.0000e-02 eta: 1 day, 11:39:00 time: 0.3142 data_time: 0.0182 memory: 9395 grad_norm: 5.2374 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1269 loss: 2.1269 2022/08/16 05:09:25 - mmengine - INFO - Epoch(train) [147][1100/3757] lr: 1.0000e-02 eta: 1 day, 11:38:29 time: 0.3149 data_time: 0.0163 memory: 9395 grad_norm: 5.2552 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9473 loss: 1.9473 2022/08/16 05:09:56 - mmengine - INFO - Epoch(train) [147][1200/3757] lr: 1.0000e-02 eta: 1 day, 11:37:58 time: 0.3150 data_time: 0.0183 memory: 9395 grad_norm: 5.3076 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2487 loss: 2.2487 2022/08/16 05:10:28 - mmengine - INFO - Epoch(train) [147][1300/3757] lr: 1.0000e-02 eta: 1 day, 11:37:27 time: 0.3139 data_time: 0.0175 memory: 9395 grad_norm: 5.1907 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8760 loss: 1.8760 2022/08/16 05:10:59 - mmengine - INFO - Epoch(train) [147][1400/3757] lr: 1.0000e-02 eta: 1 day, 11:36:56 time: 0.3130 data_time: 0.0176 memory: 9395 grad_norm: 5.1391 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9698 loss: 1.9698 2022/08/16 05:11:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 05:11:31 - mmengine - INFO - Epoch(train) [147][1500/3757] lr: 1.0000e-02 eta: 1 day, 11:36:26 time: 0.3138 data_time: 0.0176 memory: 9395 grad_norm: 5.0824 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9975 loss: 1.9975 2022/08/16 05:12:03 - mmengine - INFO - Epoch(train) [147][1600/3757] lr: 1.0000e-02 eta: 1 day, 11:35:55 time: 0.3147 data_time: 0.0170 memory: 9395 grad_norm: 5.2153 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0916 loss: 2.0916 2022/08/16 05:12:34 - mmengine - INFO - Epoch(train) [147][1700/3757] lr: 1.0000e-02 eta: 1 day, 11:35:24 time: 0.3145 data_time: 0.0171 memory: 9395 grad_norm: 5.0609 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2065 loss: 2.2065 2022/08/16 05:13:06 - mmengine - INFO - Epoch(train) [147][1800/3757] lr: 1.0000e-02 eta: 1 day, 11:34:53 time: 0.3138 data_time: 0.0174 memory: 9395 grad_norm: 5.0275 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1338 loss: 2.1338 2022/08/16 05:13:37 - mmengine - INFO - Epoch(train) [147][1900/3757] lr: 1.0000e-02 eta: 1 day, 11:34:22 time: 0.3188 data_time: 0.0178 memory: 9395 grad_norm: 5.1404 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2391 loss: 2.2391 2022/08/16 05:14:09 - mmengine - INFO - Epoch(train) [147][2000/3757] lr: 1.0000e-02 eta: 1 day, 11:33:51 time: 0.3137 data_time: 0.0174 memory: 9395 grad_norm: 5.0573 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.8531 loss: 1.8531 2022/08/16 05:14:41 - mmengine - INFO - Epoch(train) [147][2100/3757] lr: 1.0000e-02 eta: 1 day, 11:33:20 time: 0.3133 data_time: 0.0161 memory: 9395 grad_norm: 4.9771 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1346 loss: 2.1346 2022/08/16 05:15:12 - mmengine - INFO - Epoch(train) [147][2200/3757] lr: 1.0000e-02 eta: 1 day, 11:32:50 time: 0.3147 data_time: 0.0190 memory: 9395 grad_norm: 5.0966 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0699 loss: 2.0699 2022/08/16 05:15:44 - mmengine - INFO - Epoch(train) [147][2300/3757] lr: 1.0000e-02 eta: 1 day, 11:32:19 time: 0.3155 data_time: 0.0177 memory: 9395 grad_norm: 5.0144 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8419 loss: 1.8419 2022/08/16 05:16:15 - mmengine - INFO - Epoch(train) [147][2400/3757] lr: 1.0000e-02 eta: 1 day, 11:31:48 time: 0.3156 data_time: 0.0192 memory: 9395 grad_norm: 5.1413 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0109 loss: 2.0109 2022/08/16 05:16:40 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 05:16:47 - mmengine - INFO - Epoch(train) [147][2500/3757] lr: 1.0000e-02 eta: 1 day, 11:31:17 time: 0.3137 data_time: 0.0172 memory: 9395 grad_norm: 5.2327 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2497 loss: 2.2497 2022/08/16 05:17:19 - mmengine - INFO - Epoch(train) [147][2600/3757] lr: 1.0000e-02 eta: 1 day, 11:30:46 time: 0.3143 data_time: 0.0174 memory: 9395 grad_norm: 5.1290 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5550 loss: 2.5550 2022/08/16 05:17:50 - mmengine - INFO - Epoch(train) [147][2700/3757] lr: 1.0000e-02 eta: 1 day, 11:30:15 time: 0.3144 data_time: 0.0174 memory: 9395 grad_norm: 5.0649 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0929 loss: 2.0929 2022/08/16 05:18:22 - mmengine - INFO - Epoch(train) [147][2800/3757] lr: 1.0000e-02 eta: 1 day, 11:29:45 time: 0.3151 data_time: 0.0164 memory: 9395 grad_norm: 5.1956 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3470 loss: 2.3470 2022/08/16 05:18:53 - mmengine - INFO - Epoch(train) [147][2900/3757] lr: 1.0000e-02 eta: 1 day, 11:29:14 time: 0.3147 data_time: 0.0184 memory: 9395 grad_norm: 5.3039 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0273 loss: 2.0273 2022/08/16 05:19:25 - mmengine - INFO - Epoch(train) [147][3000/3757] lr: 1.0000e-02 eta: 1 day, 11:28:43 time: 0.3129 data_time: 0.0171 memory: 9395 grad_norm: 5.2083 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1505 loss: 2.1505 2022/08/16 05:19:57 - mmengine - INFO - Epoch(train) [147][3100/3757] lr: 1.0000e-02 eta: 1 day, 11:28:12 time: 0.3156 data_time: 0.0175 memory: 9395 grad_norm: 5.1162 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8726 loss: 1.8726 2022/08/16 05:20:28 - mmengine - INFO - Epoch(train) [147][3200/3757] lr: 1.0000e-02 eta: 1 day, 11:27:41 time: 0.3149 data_time: 0.0168 memory: 9395 grad_norm: 5.0117 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.0775 loss: 2.0775 2022/08/16 05:21:00 - mmengine - INFO - Epoch(train) [147][3300/3757] lr: 1.0000e-02 eta: 1 day, 11:27:11 time: 0.3140 data_time: 0.0180 memory: 9395 grad_norm: 4.9746 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2123 loss: 2.2123 2022/08/16 05:21:32 - mmengine - INFO - Epoch(train) [147][3400/3757] lr: 1.0000e-02 eta: 1 day, 11:26:40 time: 0.3128 data_time: 0.0176 memory: 9395 grad_norm: 5.2362 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3241 loss: 2.3241 2022/08/16 05:21:56 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 05:22:03 - mmengine - INFO - Epoch(train) [147][3500/3757] lr: 1.0000e-02 eta: 1 day, 11:26:09 time: 0.3138 data_time: 0.0171 memory: 9395 grad_norm: 5.2459 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9667 loss: 1.9667 2022/08/16 05:22:35 - mmengine - INFO - Epoch(train) [147][3600/3757] lr: 1.0000e-02 eta: 1 day, 11:25:38 time: 0.3138 data_time: 0.0183 memory: 9395 grad_norm: 5.2583 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8284 loss: 1.8284 2022/08/16 05:23:06 - mmengine - INFO - Epoch(train) [147][3700/3757] lr: 1.0000e-02 eta: 1 day, 11:25:07 time: 0.3149 data_time: 0.0176 memory: 9395 grad_norm: 5.2015 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2289 loss: 2.2289 2022/08/16 05:23:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 05:23:24 - mmengine - INFO - Epoch(train) [147][3757/3757] lr: 1.0000e-02 eta: 1 day, 11:24:55 time: 0.3114 data_time: 0.0178 memory: 9395 grad_norm: 5.2405 top1_acc: 0.2857 top5_acc: 0.4286 loss_cls: 2.1928 loss: 2.1928 2022/08/16 05:23:58 - mmengine - INFO - Epoch(train) [148][100/3757] lr: 1.0000e-02 eta: 1 day, 11:24:16 time: 0.3133 data_time: 0.0190 memory: 9395 grad_norm: 5.1305 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2285 loss: 2.2285 2022/08/16 05:24:29 - mmengine - INFO - Epoch(train) [148][200/3757] lr: 1.0000e-02 eta: 1 day, 11:23:45 time: 0.3153 data_time: 0.0175 memory: 9395 grad_norm: 5.1752 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7688 loss: 1.7688 2022/08/16 05:25:01 - mmengine - INFO - Epoch(train) [148][300/3757] lr: 1.0000e-02 eta: 1 day, 11:23:14 time: 0.3119 data_time: 0.0172 memory: 9395 grad_norm: 5.2268 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1458 loss: 2.1458 2022/08/16 05:25:33 - mmengine - INFO - Epoch(train) [148][400/3757] lr: 1.0000e-02 eta: 1 day, 11:22:44 time: 0.3127 data_time: 0.0169 memory: 9395 grad_norm: 5.0751 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3329 loss: 2.3329 2022/08/16 05:26:04 - mmengine - INFO - Epoch(train) [148][500/3757] lr: 1.0000e-02 eta: 1 day, 11:22:13 time: 0.3149 data_time: 0.0182 memory: 9395 grad_norm: 5.3485 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9585 loss: 1.9585 2022/08/16 05:26:36 - mmengine - INFO - Epoch(train) [148][600/3757] lr: 1.0000e-02 eta: 1 day, 11:21:42 time: 0.3147 data_time: 0.0172 memory: 9395 grad_norm: 5.2083 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1931 loss: 2.1931 2022/08/16 05:27:07 - mmengine - INFO - Epoch(train) [148][700/3757] lr: 1.0000e-02 eta: 1 day, 11:21:11 time: 0.3147 data_time: 0.0177 memory: 9395 grad_norm: 5.1300 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9421 loss: 1.9421 2022/08/16 05:27:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 05:27:39 - mmengine - INFO - Epoch(train) [148][800/3757] lr: 1.0000e-02 eta: 1 day, 11:20:40 time: 0.3133 data_time: 0.0170 memory: 9395 grad_norm: 5.0408 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9608 loss: 1.9608 2022/08/16 05:28:10 - mmengine - INFO - Epoch(train) [148][900/3757] lr: 1.0000e-02 eta: 1 day, 11:20:09 time: 0.3139 data_time: 0.0171 memory: 9395 grad_norm: 5.0930 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2159 loss: 2.2159 2022/08/16 05:28:42 - mmengine - INFO - Epoch(train) [148][1000/3757] lr: 1.0000e-02 eta: 1 day, 11:19:38 time: 0.3139 data_time: 0.0171 memory: 9395 grad_norm: 5.0530 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9659 loss: 1.9659 2022/08/16 05:29:14 - mmengine - INFO - Epoch(train) [148][1100/3757] lr: 1.0000e-02 eta: 1 day, 11:19:08 time: 0.3133 data_time: 0.0171 memory: 9395 grad_norm: 5.1299 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1370 loss: 2.1370 2022/08/16 05:29:45 - mmengine - INFO - Epoch(train) [148][1200/3757] lr: 1.0000e-02 eta: 1 day, 11:18:37 time: 0.3151 data_time: 0.0179 memory: 9395 grad_norm: 5.3364 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1099 loss: 2.1099 2022/08/16 05:30:17 - mmengine - INFO - Epoch(train) [148][1300/3757] lr: 1.0000e-02 eta: 1 day, 11:18:06 time: 0.3138 data_time: 0.0166 memory: 9395 grad_norm: 4.9813 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9565 loss: 1.9565 2022/08/16 05:30:48 - mmengine - INFO - Epoch(train) [148][1400/3757] lr: 1.0000e-02 eta: 1 day, 11:17:35 time: 0.3150 data_time: 0.0168 memory: 9395 grad_norm: 5.1229 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0590 loss: 2.0590 2022/08/16 05:31:20 - mmengine - INFO - Epoch(train) [148][1500/3757] lr: 1.0000e-02 eta: 1 day, 11:17:04 time: 0.3127 data_time: 0.0166 memory: 9395 grad_norm: 5.0422 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1201 loss: 2.1201 2022/08/16 05:31:52 - mmengine - INFO - Epoch(train) [148][1600/3757] lr: 1.0000e-02 eta: 1 day, 11:16:33 time: 0.3132 data_time: 0.0182 memory: 9395 grad_norm: 5.2137 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1285 loss: 2.1285 2022/08/16 05:32:23 - mmengine - INFO - Epoch(train) [148][1700/3757] lr: 1.0000e-02 eta: 1 day, 11:16:02 time: 0.3142 data_time: 0.0169 memory: 9395 grad_norm: 5.1589 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9986 loss: 1.9986 2022/08/16 05:32:30 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 05:32:55 - mmengine - INFO - Epoch(train) [148][1800/3757] lr: 1.0000e-02 eta: 1 day, 11:15:32 time: 0.3137 data_time: 0.0169 memory: 9395 grad_norm: 5.2520 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.1307 loss: 2.1307 2022/08/16 05:33:26 - mmengine - INFO - Epoch(train) [148][1900/3757] lr: 1.0000e-02 eta: 1 day, 11:15:01 time: 0.3163 data_time: 0.0180 memory: 9395 grad_norm: 5.1299 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0943 loss: 2.0943 2022/08/16 05:33:58 - mmengine - INFO - Epoch(train) [148][2000/3757] lr: 1.0000e-02 eta: 1 day, 11:14:30 time: 0.3139 data_time: 0.0181 memory: 9395 grad_norm: 5.1265 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.0966 loss: 2.0966 2022/08/16 05:34:30 - mmengine - INFO - Epoch(train) [148][2100/3757] lr: 1.0000e-02 eta: 1 day, 11:13:59 time: 0.3149 data_time: 0.0170 memory: 9395 grad_norm: 5.2510 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1757 loss: 2.1757 2022/08/16 05:35:01 - mmengine - INFO - Epoch(train) [148][2200/3757] lr: 1.0000e-02 eta: 1 day, 11:13:28 time: 0.3132 data_time: 0.0172 memory: 9395 grad_norm: 5.1919 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7285 loss: 1.7285 2022/08/16 05:35:33 - mmengine - INFO - Epoch(train) [148][2300/3757] lr: 1.0000e-02 eta: 1 day, 11:12:57 time: 0.3132 data_time: 0.0167 memory: 9395 grad_norm: 4.9323 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1748 loss: 2.1748 2022/08/16 05:36:05 - mmengine - INFO - Epoch(train) [148][2400/3757] lr: 1.0000e-02 eta: 1 day, 11:12:27 time: 0.3152 data_time: 0.0184 memory: 9395 grad_norm: 5.0530 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3281 loss: 2.3281 2022/08/16 05:36:36 - mmengine - INFO - Epoch(train) [148][2500/3757] lr: 1.0000e-02 eta: 1 day, 11:11:56 time: 0.3129 data_time: 0.0169 memory: 9395 grad_norm: 5.2377 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0736 loss: 2.0736 2022/08/16 05:37:08 - mmengine - INFO - Epoch(train) [148][2600/3757] lr: 1.0000e-02 eta: 1 day, 11:11:25 time: 0.3152 data_time: 0.0181 memory: 9395 grad_norm: 5.2076 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8068 loss: 1.8068 2022/08/16 05:37:39 - mmengine - INFO - Epoch(train) [148][2700/3757] lr: 1.0000e-02 eta: 1 day, 11:10:54 time: 0.3144 data_time: 0.0177 memory: 9395 grad_norm: 5.2663 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0728 loss: 2.0728 2022/08/16 05:37:46 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 05:38:11 - mmengine - INFO - Epoch(train) [148][2800/3757] lr: 1.0000e-02 eta: 1 day, 11:10:23 time: 0.3143 data_time: 0.0185 memory: 9395 grad_norm: 5.0247 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9299 loss: 1.9299 2022/08/16 05:38:43 - mmengine - INFO - Epoch(train) [148][2900/3757] lr: 1.0000e-02 eta: 1 day, 11:09:52 time: 0.3135 data_time: 0.0177 memory: 9395 grad_norm: 5.1647 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2143 loss: 2.2143 2022/08/16 05:39:14 - mmengine - INFO - Epoch(train) [148][3000/3757] lr: 1.0000e-02 eta: 1 day, 11:09:22 time: 0.3133 data_time: 0.0169 memory: 9395 grad_norm: 5.1847 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8344 loss: 1.8344 2022/08/16 05:39:46 - mmengine - INFO - Epoch(train) [148][3100/3757] lr: 1.0000e-02 eta: 1 day, 11:08:51 time: 0.3142 data_time: 0.0171 memory: 9395 grad_norm: 5.1706 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2854 loss: 2.2854 2022/08/16 05:40:17 - mmengine - INFO - Epoch(train) [148][3200/3757] lr: 1.0000e-02 eta: 1 day, 11:08:20 time: 0.3146 data_time: 0.0181 memory: 9395 grad_norm: 5.1753 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0002 loss: 2.0002 2022/08/16 05:40:49 - mmengine - INFO - Epoch(train) [148][3300/3757] lr: 1.0000e-02 eta: 1 day, 11:07:49 time: 0.3145 data_time: 0.0173 memory: 9395 grad_norm: 5.3619 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2316 loss: 2.2316 2022/08/16 05:41:20 - mmengine - INFO - Epoch(train) [148][3400/3757] lr: 1.0000e-02 eta: 1 day, 11:07:18 time: 0.3141 data_time: 0.0175 memory: 9395 grad_norm: 5.1404 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1751 loss: 2.1751 2022/08/16 05:41:52 - mmengine - INFO - Epoch(train) [148][3500/3757] lr: 1.0000e-02 eta: 1 day, 11:06:47 time: 0.3127 data_time: 0.0172 memory: 9395 grad_norm: 5.2630 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2986 loss: 2.2986 2022/08/16 05:42:24 - mmengine - INFO - Epoch(train) [148][3600/3757] lr: 1.0000e-02 eta: 1 day, 11:06:16 time: 0.3139 data_time: 0.0164 memory: 9395 grad_norm: 5.2632 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9102 loss: 1.9102 2022/08/16 05:42:55 - mmengine - INFO - Epoch(train) [148][3700/3757] lr: 1.0000e-02 eta: 1 day, 11:05:46 time: 0.3135 data_time: 0.0180 memory: 9395 grad_norm: 5.2465 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2505 loss: 2.2505 2022/08/16 05:43:02 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 05:43:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 05:43:13 - mmengine - INFO - Epoch(train) [148][3757/3757] lr: 1.0000e-02 eta: 1 day, 11:05:33 time: 0.3077 data_time: 0.0165 memory: 9395 grad_norm: 5.1027 top1_acc: 0.2857 top5_acc: 0.7143 loss_cls: 2.1375 loss: 2.1375 2022/08/16 05:43:13 - mmengine - INFO - Saving checkpoint at 148 epochs 2022/08/16 05:43:49 - mmengine - INFO - Epoch(train) [149][100/3757] lr: 1.0000e-02 eta: 1 day, 11:04:54 time: 0.3135 data_time: 0.0174 memory: 9395 grad_norm: 5.1115 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.8348 loss: 1.8348 2022/08/16 05:44:20 - mmengine - INFO - Epoch(train) [149][200/3757] lr: 1.0000e-02 eta: 1 day, 11:04:23 time: 0.3140 data_time: 0.0176 memory: 9395 grad_norm: 5.3949 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0151 loss: 2.0151 2022/08/16 05:44:52 - mmengine - INFO - Epoch(train) [149][300/3757] lr: 1.0000e-02 eta: 1 day, 11:03:52 time: 0.3140 data_time: 0.0174 memory: 9395 grad_norm: 5.1435 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6604 loss: 1.6604 2022/08/16 05:45:24 - mmengine - INFO - Epoch(train) [149][400/3757] lr: 1.0000e-02 eta: 1 day, 11:03:21 time: 0.3139 data_time: 0.0167 memory: 9395 grad_norm: 5.3349 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3760 loss: 2.3760 2022/08/16 05:45:55 - mmengine - INFO - Epoch(train) [149][500/3757] lr: 1.0000e-02 eta: 1 day, 11:02:51 time: 0.3164 data_time: 0.0188 memory: 9395 grad_norm: 5.2065 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2909 loss: 2.2909 2022/08/16 05:46:27 - mmengine - INFO - Epoch(train) [149][600/3757] lr: 1.0000e-02 eta: 1 day, 11:02:20 time: 0.3147 data_time: 0.0174 memory: 9395 grad_norm: 5.1273 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0356 loss: 2.0356 2022/08/16 05:46:58 - mmengine - INFO - Epoch(train) [149][700/3757] lr: 1.0000e-02 eta: 1 day, 11:01:49 time: 0.3165 data_time: 0.0171 memory: 9395 grad_norm: 5.1349 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7841 loss: 1.7841 2022/08/16 05:47:30 - mmengine - INFO - Epoch(train) [149][800/3757] lr: 1.0000e-02 eta: 1 day, 11:01:18 time: 0.3147 data_time: 0.0171 memory: 9395 grad_norm: 5.1389 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9014 loss: 1.9014 2022/08/16 05:48:02 - mmengine - INFO - Epoch(train) [149][900/3757] lr: 1.0000e-02 eta: 1 day, 11:00:47 time: 0.3154 data_time: 0.0171 memory: 9395 grad_norm: 5.1512 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9558 loss: 1.9558 2022/08/16 05:48:22 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 05:48:33 - mmengine - INFO - Epoch(train) [149][1000/3757] lr: 1.0000e-02 eta: 1 day, 11:00:16 time: 0.3131 data_time: 0.0172 memory: 9395 grad_norm: 5.1994 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0885 loss: 2.0885 2022/08/16 05:49:05 - mmengine - INFO - Epoch(train) [149][1100/3757] lr: 1.0000e-02 eta: 1 day, 10:59:45 time: 0.3140 data_time: 0.0173 memory: 9395 grad_norm: 5.1975 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0511 loss: 2.0511 2022/08/16 05:49:36 - mmengine - INFO - Epoch(train) [149][1200/3757] lr: 1.0000e-02 eta: 1 day, 10:59:15 time: 0.3149 data_time: 0.0178 memory: 9395 grad_norm: 5.0806 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8934 loss: 1.8934 2022/08/16 05:50:08 - mmengine - INFO - Epoch(train) [149][1300/3757] lr: 1.0000e-02 eta: 1 day, 10:58:44 time: 0.3169 data_time: 0.0185 memory: 9395 grad_norm: 5.1661 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3199 loss: 2.3199 2022/08/16 05:50:40 - mmengine - INFO - Epoch(train) [149][1400/3757] lr: 1.0000e-02 eta: 1 day, 10:58:13 time: 0.3147 data_time: 0.0175 memory: 9395 grad_norm: 5.1870 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0586 loss: 2.0586 2022/08/16 05:51:11 - mmengine - INFO - Epoch(train) [149][1500/3757] lr: 1.0000e-02 eta: 1 day, 10:57:42 time: 0.3165 data_time: 0.0195 memory: 9395 grad_norm: 5.1555 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2052 loss: 2.2052 2022/08/16 05:51:43 - mmengine - INFO - Epoch(train) [149][1600/3757] lr: 1.0000e-02 eta: 1 day, 10:57:11 time: 0.3132 data_time: 0.0171 memory: 9395 grad_norm: 5.3002 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9004 loss: 1.9004 2022/08/16 05:52:14 - mmengine - INFO - Epoch(train) [149][1700/3757] lr: 1.0000e-02 eta: 1 day, 10:56:40 time: 0.3150 data_time: 0.0174 memory: 9395 grad_norm: 5.1066 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1970 loss: 2.1970 2022/08/16 05:52:46 - mmengine - INFO - Epoch(train) [149][1800/3757] lr: 1.0000e-02 eta: 1 day, 10:56:10 time: 0.3144 data_time: 0.0180 memory: 9395 grad_norm: 5.0623 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0488 loss: 2.0488 2022/08/16 05:53:18 - mmengine - INFO - Epoch(train) [149][1900/3757] lr: 1.0000e-02 eta: 1 day, 10:55:39 time: 0.3154 data_time: 0.0177 memory: 9395 grad_norm: 5.0977 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0350 loss: 2.0350 2022/08/16 05:53:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 05:53:49 - mmengine - INFO - Epoch(train) [149][2000/3757] lr: 1.0000e-02 eta: 1 day, 10:55:08 time: 0.3153 data_time: 0.0184 memory: 9395 grad_norm: 5.2263 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8832 loss: 1.8832 2022/08/16 05:54:21 - mmengine - INFO - Epoch(train) [149][2100/3757] lr: 1.0000e-02 eta: 1 day, 10:54:37 time: 0.3146 data_time: 0.0169 memory: 9395 grad_norm: 5.0947 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1384 loss: 2.1384 2022/08/16 05:54:53 - mmengine - INFO - Epoch(train) [149][2200/3757] lr: 1.0000e-02 eta: 1 day, 10:54:06 time: 0.3145 data_time: 0.0172 memory: 9395 grad_norm: 5.1063 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3110 loss: 2.3110 2022/08/16 05:55:24 - mmengine - INFO - Epoch(train) [149][2300/3757] lr: 1.0000e-02 eta: 1 day, 10:53:35 time: 0.3126 data_time: 0.0170 memory: 9395 grad_norm: 5.1462 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0858 loss: 2.0858 2022/08/16 05:55:56 - mmengine - INFO - Epoch(train) [149][2400/3757] lr: 1.0000e-02 eta: 1 day, 10:53:05 time: 0.3139 data_time: 0.0173 memory: 9395 grad_norm: 5.0220 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0136 loss: 2.0136 2022/08/16 05:56:27 - mmengine - INFO - Epoch(train) [149][2500/3757] lr: 1.0000e-02 eta: 1 day, 10:52:34 time: 0.3148 data_time: 0.0182 memory: 9395 grad_norm: 5.3704 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1717 loss: 2.1717 2022/08/16 05:56:59 - mmengine - INFO - Epoch(train) [149][2600/3757] lr: 1.0000e-02 eta: 1 day, 10:52:03 time: 0.3149 data_time: 0.0185 memory: 9395 grad_norm: 5.1550 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9878 loss: 1.9878 2022/08/16 05:57:30 - mmengine - INFO - Epoch(train) [149][2700/3757] lr: 1.0000e-02 eta: 1 day, 10:51:32 time: 0.3145 data_time: 0.0178 memory: 9395 grad_norm: 5.3524 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9101 loss: 1.9101 2022/08/16 05:58:02 - mmengine - INFO - Epoch(train) [149][2800/3757] lr: 1.0000e-02 eta: 1 day, 10:51:01 time: 0.3151 data_time: 0.0172 memory: 9395 grad_norm: 5.1780 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0715 loss: 2.0715 2022/08/16 05:58:34 - mmengine - INFO - Epoch(train) [149][2900/3757] lr: 1.0000e-02 eta: 1 day, 10:50:30 time: 0.3133 data_time: 0.0167 memory: 9395 grad_norm: 5.0476 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.0305 loss: 2.0305 2022/08/16 05:58:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 05:59:05 - mmengine - INFO - Epoch(train) [149][3000/3757] lr: 1.0000e-02 eta: 1 day, 10:49:59 time: 0.3137 data_time: 0.0174 memory: 9395 grad_norm: 4.9989 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1755 loss: 2.1755 2022/08/16 05:59:37 - mmengine - INFO - Epoch(train) [149][3100/3757] lr: 1.0000e-02 eta: 1 day, 10:49:29 time: 0.3130 data_time: 0.0164 memory: 9395 grad_norm: 5.0751 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7820 loss: 1.7820 2022/08/16 06:00:12 - mmengine - INFO - Epoch(train) [149][3200/3757] lr: 1.0000e-02 eta: 1 day, 10:49:00 time: 0.3133 data_time: 0.0175 memory: 9395 grad_norm: 5.2703 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.3546 loss: 2.3546 2022/08/16 06:00:44 - mmengine - INFO - Epoch(train) [149][3300/3757] lr: 1.0000e-02 eta: 1 day, 10:48:30 time: 0.3146 data_time: 0.0167 memory: 9395 grad_norm: 5.0096 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9182 loss: 1.9182 2022/08/16 06:01:16 - mmengine - INFO - Epoch(train) [149][3400/3757] lr: 1.0000e-02 eta: 1 day, 10:47:59 time: 0.3139 data_time: 0.0182 memory: 9395 grad_norm: 5.0087 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0732 loss: 2.0732 2022/08/16 06:01:47 - mmengine - INFO - Epoch(train) [149][3500/3757] lr: 1.0000e-02 eta: 1 day, 10:47:28 time: 0.3126 data_time: 0.0172 memory: 9395 grad_norm: 5.1761 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9490 loss: 1.9490 2022/08/16 06:02:19 - mmengine - INFO - Epoch(train) [149][3600/3757] lr: 1.0000e-02 eta: 1 day, 10:46:57 time: 0.3143 data_time: 0.0177 memory: 9395 grad_norm: 5.3844 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3148 loss: 2.3148 2022/08/16 06:02:50 - mmengine - INFO - Epoch(train) [149][3700/3757] lr: 1.0000e-02 eta: 1 day, 10:46:26 time: 0.3143 data_time: 0.0188 memory: 9395 grad_norm: 5.2095 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 1.8429 loss: 1.8429 2022/08/16 06:03:08 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 06:03:08 - mmengine - INFO - Epoch(train) [149][3757/3757] lr: 1.0000e-02 eta: 1 day, 10:46:14 time: 0.3093 data_time: 0.0179 memory: 9395 grad_norm: 5.2346 top1_acc: 0.2857 top5_acc: 0.2857 loss_cls: 2.2008 loss: 2.2008 2022/08/16 06:03:42 - mmengine - INFO - Epoch(train) [150][100/3757] lr: 1.0000e-02 eta: 1 day, 10:45:35 time: 0.3149 data_time: 0.0178 memory: 9395 grad_norm: 5.2756 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7320 loss: 1.7320 2022/08/16 06:04:13 - mmengine - INFO - Epoch(train) [150][200/3757] lr: 1.0000e-02 eta: 1 day, 10:45:04 time: 0.3133 data_time: 0.0167 memory: 9395 grad_norm: 5.1241 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8376 loss: 1.8376 2022/08/16 06:04:15 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 06:04:45 - mmengine - INFO - Epoch(train) [150][300/3757] lr: 1.0000e-02 eta: 1 day, 10:44:33 time: 0.3134 data_time: 0.0177 memory: 9395 grad_norm: 5.0991 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.0884 loss: 2.0884 2022/08/16 06:05:16 - mmengine - INFO - Epoch(train) [150][400/3757] lr: 1.0000e-02 eta: 1 day, 10:44:02 time: 0.3137 data_time: 0.0165 memory: 9395 grad_norm: 5.1005 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8918 loss: 1.8918 2022/08/16 06:05:48 - mmengine - INFO - Epoch(train) [150][500/3757] lr: 1.0000e-02 eta: 1 day, 10:43:32 time: 0.3144 data_time: 0.0173 memory: 9395 grad_norm: 5.0179 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8391 loss: 1.8391 2022/08/16 06:06:19 - mmengine - INFO - Epoch(train) [150][600/3757] lr: 1.0000e-02 eta: 1 day, 10:43:01 time: 0.3147 data_time: 0.0183 memory: 9395 grad_norm: 5.3162 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.1360 loss: 2.1360 2022/08/16 06:06:51 - mmengine - INFO - Epoch(train) [150][700/3757] lr: 1.0000e-02 eta: 1 day, 10:42:30 time: 0.3148 data_time: 0.0173 memory: 9395 grad_norm: 5.0924 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9436 loss: 1.9436 2022/08/16 06:07:23 - mmengine - INFO - Epoch(train) [150][800/3757] lr: 1.0000e-02 eta: 1 day, 10:41:59 time: 0.3131 data_time: 0.0175 memory: 9395 grad_norm: 5.0576 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1775 loss: 2.1775 2022/08/16 06:07:54 - mmengine - INFO - Epoch(train) [150][900/3757] lr: 1.0000e-02 eta: 1 day, 10:41:28 time: 0.3137 data_time: 0.0171 memory: 9395 grad_norm: 5.3666 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1467 loss: 2.1467 2022/08/16 06:08:26 - mmengine - INFO - Epoch(train) [150][1000/3757] lr: 1.0000e-02 eta: 1 day, 10:40:57 time: 0.3149 data_time: 0.0176 memory: 9395 grad_norm: 5.2102 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9209 loss: 1.9209 2022/08/16 06:08:57 - mmengine - INFO - Epoch(train) [150][1100/3757] lr: 1.0000e-02 eta: 1 day, 10:40:26 time: 0.3179 data_time: 0.0169 memory: 9395 grad_norm: 5.2693 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9178 loss: 1.9178 2022/08/16 06:09:29 - mmengine - INFO - Epoch(train) [150][1200/3757] lr: 1.0000e-02 eta: 1 day, 10:39:56 time: 0.3148 data_time: 0.0181 memory: 9395 grad_norm: 5.2272 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9230 loss: 1.9230 2022/08/16 06:09:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 06:10:01 - mmengine - INFO - Epoch(train) [150][1300/3757] lr: 1.0000e-02 eta: 1 day, 10:39:25 time: 0.3167 data_time: 0.0167 memory: 9395 grad_norm: 5.1363 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1785 loss: 2.1785 2022/08/16 06:10:32 - mmengine - INFO - Epoch(train) [150][1400/3757] lr: 1.0000e-02 eta: 1 day, 10:38:54 time: 0.3166 data_time: 0.0174 memory: 9395 grad_norm: 5.1361 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1258 loss: 2.1258 2022/08/16 06:11:04 - mmengine - INFO - Epoch(train) [150][1500/3757] lr: 1.0000e-02 eta: 1 day, 10:38:23 time: 0.3129 data_time: 0.0176 memory: 9395 grad_norm: 4.9814 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0901 loss: 2.0901 2022/08/16 06:11:35 - mmengine - INFO - Epoch(train) [150][1600/3757] lr: 1.0000e-02 eta: 1 day, 10:37:52 time: 0.3143 data_time: 0.0173 memory: 9395 grad_norm: 5.1726 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0343 loss: 2.0343 2022/08/16 06:12:07 - mmengine - INFO - Epoch(train) [150][1700/3757] lr: 1.0000e-02 eta: 1 day, 10:37:21 time: 0.3127 data_time: 0.0162 memory: 9395 grad_norm: 5.1765 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0822 loss: 2.0822 2022/08/16 06:12:39 - mmengine - INFO - Epoch(train) [150][1800/3757] lr: 1.0000e-02 eta: 1 day, 10:36:50 time: 0.3142 data_time: 0.0180 memory: 9395 grad_norm: 5.1510 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9012 loss: 1.9012 2022/08/16 06:13:10 - mmengine - INFO - Epoch(train) [150][1900/3757] lr: 1.0000e-02 eta: 1 day, 10:36:19 time: 0.3164 data_time: 0.0176 memory: 9395 grad_norm: 5.1886 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2042 loss: 2.2042 2022/08/16 06:13:42 - mmengine - INFO - Epoch(train) [150][2000/3757] lr: 1.0000e-02 eta: 1 day, 10:35:49 time: 0.3192 data_time: 0.0178 memory: 9395 grad_norm: 5.2387 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0162 loss: 2.0162 2022/08/16 06:14:14 - mmengine - INFO - Epoch(train) [150][2100/3757] lr: 1.0000e-02 eta: 1 day, 10:35:18 time: 0.3160 data_time: 0.0172 memory: 9395 grad_norm: 5.3331 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8513 loss: 1.8513 2022/08/16 06:14:45 - mmengine - INFO - Epoch(train) [150][2200/3757] lr: 1.0000e-02 eta: 1 day, 10:34:47 time: 0.3147 data_time: 0.0177 memory: 9395 grad_norm: 5.0643 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9992 loss: 1.9992 2022/08/16 06:14:47 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 06:15:17 - mmengine - INFO - Epoch(train) [150][2300/3757] lr: 1.0000e-02 eta: 1 day, 10:34:16 time: 0.3133 data_time: 0.0178 memory: 9395 grad_norm: 5.2124 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1308 loss: 2.1308 2022/08/16 06:15:48 - mmengine - INFO - Epoch(train) [150][2400/3757] lr: 1.0000e-02 eta: 1 day, 10:33:45 time: 0.3145 data_time: 0.0167 memory: 9395 grad_norm: 5.2338 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0664 loss: 2.0664 2022/08/16 06:16:20 - mmengine - INFO - Epoch(train) [150][2500/3757] lr: 1.0000e-02 eta: 1 day, 10:33:15 time: 0.3153 data_time: 0.0186 memory: 9395 grad_norm: 5.2466 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0023 loss: 2.0023 2022/08/16 06:16:52 - mmengine - INFO - Epoch(train) [150][2600/3757] lr: 1.0000e-02 eta: 1 day, 10:32:44 time: 0.3230 data_time: 0.0177 memory: 9395 grad_norm: 5.1323 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1438 loss: 2.1438 2022/08/16 06:17:24 - mmengine - INFO - Epoch(train) [150][2700/3757] lr: 1.0000e-02 eta: 1 day, 10:32:13 time: 0.3147 data_time: 0.0170 memory: 9395 grad_norm: 5.2443 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2424 loss: 2.2424 2022/08/16 06:17:56 - mmengine - INFO - Epoch(train) [150][2800/3757] lr: 1.0000e-02 eta: 1 day, 10:31:42 time: 0.3145 data_time: 0.0176 memory: 9395 grad_norm: 5.0758 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.6940 loss: 1.6940 2022/08/16 06:18:27 - mmengine - INFO - Epoch(train) [150][2900/3757] lr: 1.0000e-02 eta: 1 day, 10:31:12 time: 0.3146 data_time: 0.0175 memory: 9395 grad_norm: 5.0998 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0380 loss: 2.0380 2022/08/16 06:18:59 - mmengine - INFO - Epoch(train) [150][3000/3757] lr: 1.0000e-02 eta: 1 day, 10:30:41 time: 0.3151 data_time: 0.0179 memory: 9395 grad_norm: 5.1248 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1379 loss: 2.1379 2022/08/16 06:19:30 - mmengine - INFO - Epoch(train) [150][3100/3757] lr: 1.0000e-02 eta: 1 day, 10:30:10 time: 0.3164 data_time: 0.0182 memory: 9395 grad_norm: 5.0733 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0896 loss: 2.0896 2022/08/16 06:20:02 - mmengine - INFO - Epoch(train) [150][3200/3757] lr: 1.0000e-02 eta: 1 day, 10:29:39 time: 0.3156 data_time: 0.0178 memory: 9395 grad_norm: 5.1954 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8870 loss: 1.8870 2022/08/16 06:20:04 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 06:20:34 - mmengine - INFO - Epoch(train) [150][3300/3757] lr: 1.0000e-02 eta: 1 day, 10:29:08 time: 0.3158 data_time: 0.0179 memory: 9395 grad_norm: 5.0532 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2102 loss: 2.2102 2022/08/16 06:21:05 - mmengine - INFO - Epoch(train) [150][3400/3757] lr: 1.0000e-02 eta: 1 day, 10:28:37 time: 0.3136 data_time: 0.0170 memory: 9395 grad_norm: 5.1557 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8369 loss: 1.8369 2022/08/16 06:21:37 - mmengine - INFO - Epoch(train) [150][3500/3757] lr: 1.0000e-02 eta: 1 day, 10:28:06 time: 0.3136 data_time: 0.0180 memory: 9395 grad_norm: 5.1850 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0968 loss: 2.0968 2022/08/16 06:22:08 - mmengine - INFO - Epoch(train) [150][3600/3757] lr: 1.0000e-02 eta: 1 day, 10:27:36 time: 0.3148 data_time: 0.0172 memory: 9395 grad_norm: 5.1147 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8662 loss: 1.8662 2022/08/16 06:22:40 - mmengine - INFO - Epoch(train) [150][3700/3757] lr: 1.0000e-02 eta: 1 day, 10:27:05 time: 0.3148 data_time: 0.0172 memory: 9395 grad_norm: 5.2573 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2503 loss: 2.2503 2022/08/16 06:22:58 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 06:22:58 - mmengine - INFO - Epoch(train) [150][3757/3757] lr: 1.0000e-02 eta: 1 day, 10:26:52 time: 0.3094 data_time: 0.0165 memory: 9395 grad_norm: 5.2658 top1_acc: 0.2857 top5_acc: 1.0000 loss_cls: 2.1854 loss: 2.1854 2022/08/16 06:23:16 - mmengine - INFO - Epoch(val) [150][100/310] eta: 0:00:34 time: 0.1655 data_time: 0.0673 memory: 1523 2022/08/16 06:23:33 - mmengine - INFO - Epoch(val) [150][200/310] eta: 0:00:17 time: 0.1609 data_time: 0.0620 memory: 1523 2022/08/16 06:23:50 - mmengine - INFO - Epoch(val) [150][300/310] eta: 0:00:01 time: 0.1739 data_time: 0.0748 memory: 1523 2022/08/16 06:23:54 - mmengine - INFO - Epoch(val) [150][310/310] acc/top1: 0.5985 acc/top5: 0.8283 acc/mean1: 0.5985 2022/08/16 06:23:54 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr/best_acc/top1_epoch_146.pth is removed 2022/08/16 06:23:56 - mmengine - INFO - The best checkpoint with 0.5985 acc/top1 at 151 epoch is saved to best_acc/top1_epoch_151.pth. 2022/08/16 06:24:29 - mmengine - INFO - Epoch(train) [151][100/3757] lr: 1.0000e-02 eta: 1 day, 10:26:13 time: 0.3202 data_time: 0.0180 memory: 9395 grad_norm: 5.0725 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.2452 loss: 2.2452 2022/08/16 06:25:00 - mmengine - INFO - Epoch(train) [151][200/3757] lr: 1.0000e-02 eta: 1 day, 10:25:42 time: 0.3133 data_time: 0.0164 memory: 9395 grad_norm: 4.9404 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0200 loss: 2.0200 2022/08/16 06:25:32 - mmengine - INFO - Epoch(train) [151][300/3757] lr: 1.0000e-02 eta: 1 day, 10:25:12 time: 0.3175 data_time: 0.0190 memory: 9395 grad_norm: 5.0612 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1088 loss: 2.1088 2022/08/16 06:26:04 - mmengine - INFO - Epoch(train) [151][400/3757] lr: 1.0000e-02 eta: 1 day, 10:24:41 time: 0.3122 data_time: 0.0176 memory: 9395 grad_norm: 5.0986 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9981 loss: 1.9981 2022/08/16 06:26:20 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 06:26:35 - mmengine - INFO - Epoch(train) [151][500/3757] lr: 1.0000e-02 eta: 1 day, 10:24:10 time: 0.3127 data_time: 0.0164 memory: 9395 grad_norm: 5.2708 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0518 loss: 2.0518 2022/08/16 06:27:07 - mmengine - INFO - Epoch(train) [151][600/3757] lr: 1.0000e-02 eta: 1 day, 10:23:39 time: 0.3133 data_time: 0.0171 memory: 9395 grad_norm: 5.1292 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2028 loss: 2.2028 2022/08/16 06:27:38 - mmengine - INFO - Epoch(train) [151][700/3757] lr: 1.0000e-02 eta: 1 day, 10:23:08 time: 0.3136 data_time: 0.0176 memory: 9395 grad_norm: 4.9943 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8410 loss: 1.8410 2022/08/16 06:28:10 - mmengine - INFO - Epoch(train) [151][800/3757] lr: 1.0000e-02 eta: 1 day, 10:22:37 time: 0.3154 data_time: 0.0174 memory: 9395 grad_norm: 5.1325 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0359 loss: 2.0359 2022/08/16 06:28:42 - mmengine - INFO - Epoch(train) [151][900/3757] lr: 1.0000e-02 eta: 1 day, 10:22:06 time: 0.3146 data_time: 0.0171 memory: 9395 grad_norm: 5.0056 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3332 loss: 2.3332 2022/08/16 06:29:13 - mmengine - INFO - Epoch(train) [151][1000/3757] lr: 1.0000e-02 eta: 1 day, 10:21:35 time: 0.3153 data_time: 0.0176 memory: 9395 grad_norm: 5.2860 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.8275 loss: 1.8275 2022/08/16 06:29:45 - mmengine - INFO - Epoch(train) [151][1100/3757] lr: 1.0000e-02 eta: 1 day, 10:21:04 time: 0.3137 data_time: 0.0175 memory: 9395 grad_norm: 5.2035 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7829 loss: 1.7829 2022/08/16 06:30:16 - mmengine - INFO - Epoch(train) [151][1200/3757] lr: 1.0000e-02 eta: 1 day, 10:20:34 time: 0.3151 data_time: 0.0180 memory: 9395 grad_norm: 5.1533 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0441 loss: 2.0441 2022/08/16 06:30:48 - mmengine - INFO - Epoch(train) [151][1300/3757] lr: 1.0000e-02 eta: 1 day, 10:20:03 time: 0.3137 data_time: 0.0170 memory: 9395 grad_norm: 5.1805 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9557 loss: 1.9557 2022/08/16 06:31:19 - mmengine - INFO - Epoch(train) [151][1400/3757] lr: 1.0000e-02 eta: 1 day, 10:19:32 time: 0.3147 data_time: 0.0166 memory: 9395 grad_norm: 5.3575 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9109 loss: 1.9109 2022/08/16 06:31:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 06:31:51 - mmengine - INFO - Epoch(train) [151][1500/3757] lr: 1.0000e-02 eta: 1 day, 10:19:01 time: 0.3160 data_time: 0.0179 memory: 9395 grad_norm: 5.0096 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9256 loss: 1.9256 2022/08/16 06:32:23 - mmengine - INFO - Epoch(train) [151][1600/3757] lr: 1.0000e-02 eta: 1 day, 10:18:30 time: 0.3141 data_time: 0.0169 memory: 9395 grad_norm: 5.1905 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1787 loss: 2.1787 2022/08/16 06:32:55 - mmengine - INFO - Epoch(train) [151][1700/3757] lr: 1.0000e-02 eta: 1 day, 10:17:59 time: 0.3151 data_time: 0.0189 memory: 9395 grad_norm: 4.9676 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0326 loss: 2.0326 2022/08/16 06:33:26 - mmengine - INFO - Epoch(train) [151][1800/3757] lr: 1.0000e-02 eta: 1 day, 10:17:29 time: 0.3152 data_time: 0.0166 memory: 9395 grad_norm: 5.2908 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2189 loss: 2.2189 2022/08/16 06:33:58 - mmengine - INFO - Epoch(train) [151][1900/3757] lr: 1.0000e-02 eta: 1 day, 10:16:58 time: 0.3126 data_time: 0.0171 memory: 9395 grad_norm: 5.2279 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1181 loss: 2.1181 2022/08/16 06:34:29 - mmengine - INFO - Epoch(train) [151][2000/3757] lr: 1.0000e-02 eta: 1 day, 10:16:27 time: 0.3143 data_time: 0.0174 memory: 9395 grad_norm: 4.9005 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0910 loss: 2.0910 2022/08/16 06:35:01 - mmengine - INFO - Epoch(train) [151][2100/3757] lr: 1.0000e-02 eta: 1 day, 10:15:56 time: 0.3143 data_time: 0.0170 memory: 9395 grad_norm: 5.1792 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9910 loss: 1.9910 2022/08/16 06:35:33 - mmengine - INFO - Epoch(train) [151][2200/3757] lr: 1.0000e-02 eta: 1 day, 10:15:25 time: 0.3150 data_time: 0.0181 memory: 9395 grad_norm: 5.2286 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0138 loss: 2.0138 2022/08/16 06:36:04 - mmengine - INFO - Epoch(train) [151][2300/3757] lr: 1.0000e-02 eta: 1 day, 10:14:54 time: 0.3138 data_time: 0.0167 memory: 9395 grad_norm: 5.1985 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9326 loss: 1.9326 2022/08/16 06:36:36 - mmengine - INFO - Epoch(train) [151][2400/3757] lr: 1.0000e-02 eta: 1 day, 10:14:23 time: 0.3170 data_time: 0.0181 memory: 9395 grad_norm: 5.2167 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2088 loss: 2.2088 2022/08/16 06:36:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 06:37:07 - mmengine - INFO - Epoch(train) [151][2500/3757] lr: 1.0000e-02 eta: 1 day, 10:13:53 time: 0.3124 data_time: 0.0179 memory: 9395 grad_norm: 5.1980 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0718 loss: 2.0718 2022/08/16 06:37:39 - mmengine - INFO - Epoch(train) [151][2600/3757] lr: 1.0000e-02 eta: 1 day, 10:13:22 time: 0.3133 data_time: 0.0175 memory: 9395 grad_norm: 5.0509 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9406 loss: 1.9406 2022/08/16 06:38:11 - mmengine - INFO - Epoch(train) [151][2700/3757] lr: 1.0000e-02 eta: 1 day, 10:12:51 time: 0.3155 data_time: 0.0181 memory: 9395 grad_norm: 5.1059 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9738 loss: 1.9738 2022/08/16 06:38:42 - mmengine - INFO - Epoch(train) [151][2800/3757] lr: 1.0000e-02 eta: 1 day, 10:12:20 time: 0.3142 data_time: 0.0167 memory: 9395 grad_norm: 5.1166 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1930 loss: 2.1930 2022/08/16 06:39:14 - mmengine - INFO - Epoch(train) [151][2900/3757] lr: 1.0000e-02 eta: 1 day, 10:11:49 time: 0.3139 data_time: 0.0187 memory: 9395 grad_norm: 5.2435 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0132 loss: 2.0132 2022/08/16 06:39:46 - mmengine - INFO - Epoch(train) [151][3000/3757] lr: 1.0000e-02 eta: 1 day, 10:11:18 time: 0.3163 data_time: 0.0176 memory: 9395 grad_norm: 5.2757 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9059 loss: 1.9059 2022/08/16 06:40:17 - mmengine - INFO - Epoch(train) [151][3100/3757] lr: 1.0000e-02 eta: 1 day, 10:10:47 time: 0.3137 data_time: 0.0165 memory: 9395 grad_norm: 5.1370 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2274 loss: 2.2274 2022/08/16 06:40:49 - mmengine - INFO - Epoch(train) [151][3200/3757] lr: 1.0000e-02 eta: 1 day, 10:10:16 time: 0.3135 data_time: 0.0167 memory: 9395 grad_norm: 5.2572 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1319 loss: 2.1319 2022/08/16 06:41:20 - mmengine - INFO - Epoch(train) [151][3300/3757] lr: 1.0000e-02 eta: 1 day, 10:09:46 time: 0.3171 data_time: 0.0187 memory: 9395 grad_norm: 5.0720 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.9859 loss: 1.9859 2022/08/16 06:41:52 - mmengine - INFO - Epoch(train) [151][3400/3757] lr: 1.0000e-02 eta: 1 day, 10:09:15 time: 0.3130 data_time: 0.0165 memory: 9395 grad_norm: 5.1543 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3060 loss: 2.3060 2022/08/16 06:42:08 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 06:42:23 - mmengine - INFO - Epoch(train) [151][3500/3757] lr: 1.0000e-02 eta: 1 day, 10:08:44 time: 0.3154 data_time: 0.0182 memory: 9395 grad_norm: 5.1625 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8562 loss: 1.8562 2022/08/16 06:42:55 - mmengine - INFO - Epoch(train) [151][3600/3757] lr: 1.0000e-02 eta: 1 day, 10:08:13 time: 0.3147 data_time: 0.0164 memory: 9395 grad_norm: 5.2969 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2011 loss: 2.2011 2022/08/16 06:43:27 - mmengine - INFO - Epoch(train) [151][3700/3757] lr: 1.0000e-02 eta: 1 day, 10:07:42 time: 0.3131 data_time: 0.0173 memory: 9395 grad_norm: 5.3270 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1226 loss: 2.1226 2022/08/16 06:43:45 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 06:43:45 - mmengine - INFO - Epoch(train) [151][3757/3757] lr: 1.0000e-02 eta: 1 day, 10:07:30 time: 0.3080 data_time: 0.0176 memory: 9395 grad_norm: 5.2411 top1_acc: 0.5714 top5_acc: 0.7143 loss_cls: 2.0061 loss: 2.0061 2022/08/16 06:44:18 - mmengine - INFO - Epoch(train) [152][100/3757] lr: 1.0000e-02 eta: 1 day, 10:06:51 time: 0.3127 data_time: 0.0163 memory: 9395 grad_norm: 5.1638 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7122 loss: 1.7122 2022/08/16 06:44:49 - mmengine - INFO - Epoch(train) [152][200/3757] lr: 1.0000e-02 eta: 1 day, 10:06:20 time: 0.3137 data_time: 0.0170 memory: 9395 grad_norm: 5.0047 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1525 loss: 2.1525 2022/08/16 06:45:21 - mmengine - INFO - Epoch(train) [152][300/3757] lr: 1.0000e-02 eta: 1 day, 10:05:49 time: 0.3147 data_time: 0.0171 memory: 9395 grad_norm: 5.1045 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0389 loss: 2.0389 2022/08/16 06:45:53 - mmengine - INFO - Epoch(train) [152][400/3757] lr: 1.0000e-02 eta: 1 day, 10:05:19 time: 0.3170 data_time: 0.0171 memory: 9395 grad_norm: 5.2880 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2463 loss: 2.2463 2022/08/16 06:46:25 - mmengine - INFO - Epoch(train) [152][500/3757] lr: 1.0000e-02 eta: 1 day, 10:04:48 time: 0.3150 data_time: 0.0180 memory: 9395 grad_norm: 5.0395 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0500 loss: 2.0500 2022/08/16 06:46:56 - mmengine - INFO - Epoch(train) [152][600/3757] lr: 1.0000e-02 eta: 1 day, 10:04:17 time: 0.3144 data_time: 0.0172 memory: 9395 grad_norm: 5.0565 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8351 loss: 1.8351 2022/08/16 06:47:26 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 06:47:28 - mmengine - INFO - Epoch(train) [152][700/3757] lr: 1.0000e-02 eta: 1 day, 10:03:46 time: 0.3143 data_time: 0.0167 memory: 9395 grad_norm: 5.1826 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0628 loss: 2.0628 2022/08/16 06:47:59 - mmengine - INFO - Epoch(train) [152][800/3757] lr: 1.0000e-02 eta: 1 day, 10:03:15 time: 0.3135 data_time: 0.0177 memory: 9395 grad_norm: 5.1568 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1624 loss: 2.1624 2022/08/16 06:48:31 - mmengine - INFO - Epoch(train) [152][900/3757] lr: 1.0000e-02 eta: 1 day, 10:02:44 time: 0.3198 data_time: 0.0192 memory: 9395 grad_norm: 5.2035 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0545 loss: 2.0545 2022/08/16 06:49:03 - mmengine - INFO - Epoch(train) [152][1000/3757] lr: 1.0000e-02 eta: 1 day, 10:02:14 time: 0.3151 data_time: 0.0179 memory: 9395 grad_norm: 5.2542 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1887 loss: 2.1887 2022/08/16 06:49:34 - mmengine - INFO - Epoch(train) [152][1100/3757] lr: 1.0000e-02 eta: 1 day, 10:01:43 time: 0.3152 data_time: 0.0175 memory: 9395 grad_norm: 5.1694 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2876 loss: 2.2876 2022/08/16 06:50:06 - mmengine - INFO - Epoch(train) [152][1200/3757] lr: 1.0000e-02 eta: 1 day, 10:01:12 time: 0.3142 data_time: 0.0183 memory: 9395 grad_norm: 5.1714 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9845 loss: 1.9845 2022/08/16 06:50:38 - mmengine - INFO - Epoch(train) [152][1300/3757] lr: 1.0000e-02 eta: 1 day, 10:00:41 time: 0.3123 data_time: 0.0166 memory: 9395 grad_norm: 5.1056 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8748 loss: 1.8748 2022/08/16 06:51:09 - mmengine - INFO - Epoch(train) [152][1400/3757] lr: 1.0000e-02 eta: 1 day, 10:00:10 time: 0.3140 data_time: 0.0170 memory: 9395 grad_norm: 5.0823 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9423 loss: 1.9423 2022/08/16 06:51:41 - mmengine - INFO - Epoch(train) [152][1500/3757] lr: 1.0000e-02 eta: 1 day, 9:59:39 time: 0.3133 data_time: 0.0172 memory: 9395 grad_norm: 5.2560 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8504 loss: 1.8504 2022/08/16 06:52:13 - mmengine - INFO - Epoch(train) [152][1600/3757] lr: 1.0000e-02 eta: 1 day, 9:59:08 time: 0.3172 data_time: 0.0177 memory: 9395 grad_norm: 5.2831 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7310 loss: 1.7310 2022/08/16 06:52:42 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 06:52:44 - mmengine - INFO - Epoch(train) [152][1700/3757] lr: 1.0000e-02 eta: 1 day, 9:58:38 time: 0.3157 data_time: 0.0180 memory: 9395 grad_norm: 5.0571 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0229 loss: 2.0229 2022/08/16 06:53:16 - mmengine - INFO - Epoch(train) [152][1800/3757] lr: 1.0000e-02 eta: 1 day, 9:58:07 time: 0.3155 data_time: 0.0183 memory: 9395 grad_norm: 5.2366 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2210 loss: 2.2210 2022/08/16 06:53:47 - mmengine - INFO - Epoch(train) [152][1900/3757] lr: 1.0000e-02 eta: 1 day, 9:57:36 time: 0.3128 data_time: 0.0172 memory: 9395 grad_norm: 5.1558 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1584 loss: 2.1584 2022/08/16 06:54:19 - mmengine - INFO - Epoch(train) [152][2000/3757] lr: 1.0000e-02 eta: 1 day, 9:57:05 time: 0.3133 data_time: 0.0175 memory: 9395 grad_norm: 5.0640 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.0309 loss: 2.0309 2022/08/16 06:54:51 - mmengine - INFO - Epoch(train) [152][2100/3757] lr: 1.0000e-02 eta: 1 day, 9:56:34 time: 0.3135 data_time: 0.0175 memory: 9395 grad_norm: 5.5089 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0891 loss: 2.0891 2022/08/16 06:55:22 - mmengine - INFO - Epoch(train) [152][2200/3757] lr: 1.0000e-02 eta: 1 day, 9:56:03 time: 0.3139 data_time: 0.0165 memory: 9395 grad_norm: 5.0367 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9886 loss: 1.9886 2022/08/16 06:55:54 - mmengine - INFO - Epoch(train) [152][2300/3757] lr: 1.0000e-02 eta: 1 day, 9:55:32 time: 0.3147 data_time: 0.0184 memory: 9395 grad_norm: 5.2153 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2874 loss: 2.2874 2022/08/16 06:56:25 - mmengine - INFO - Epoch(train) [152][2400/3757] lr: 1.0000e-02 eta: 1 day, 9:55:01 time: 0.3145 data_time: 0.0175 memory: 9395 grad_norm: 5.1196 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0848 loss: 2.0848 2022/08/16 06:56:57 - mmengine - INFO - Epoch(train) [152][2500/3757] lr: 1.0000e-02 eta: 1 day, 9:54:31 time: 0.3169 data_time: 0.0165 memory: 9395 grad_norm: 5.2340 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7746 loss: 1.7746 2022/08/16 06:57:29 - mmengine - INFO - Epoch(train) [152][2600/3757] lr: 1.0000e-02 eta: 1 day, 9:54:00 time: 0.3150 data_time: 0.0173 memory: 9395 grad_norm: 5.3898 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1861 loss: 2.1861 2022/08/16 06:57:58 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 06:58:00 - mmengine - INFO - Epoch(train) [152][2700/3757] lr: 1.0000e-02 eta: 1 day, 9:53:29 time: 0.3168 data_time: 0.0191 memory: 9395 grad_norm: 5.3025 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.0429 loss: 2.0429 2022/08/16 06:58:32 - mmengine - INFO - Epoch(train) [152][2800/3757] lr: 1.0000e-02 eta: 1 day, 9:52:58 time: 0.3148 data_time: 0.0172 memory: 9395 grad_norm: 5.1068 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1695 loss: 2.1695 2022/08/16 06:59:04 - mmengine - INFO - Epoch(train) [152][2900/3757] lr: 1.0000e-02 eta: 1 day, 9:52:27 time: 0.3140 data_time: 0.0180 memory: 9395 grad_norm: 5.1550 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7911 loss: 1.7911 2022/08/16 06:59:35 - mmengine - INFO - Epoch(train) [152][3000/3757] lr: 1.0000e-02 eta: 1 day, 9:51:56 time: 0.3158 data_time: 0.0168 memory: 9395 grad_norm: 5.0781 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8614 loss: 1.8614 2022/08/16 07:00:07 - mmengine - INFO - Epoch(train) [152][3100/3757] lr: 1.0000e-02 eta: 1 day, 9:51:25 time: 0.3146 data_time: 0.0170 memory: 9395 grad_norm: 5.0010 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8780 loss: 1.8780 2022/08/16 07:00:38 - mmengine - INFO - Epoch(train) [152][3200/3757] lr: 1.0000e-02 eta: 1 day, 9:50:54 time: 0.3151 data_time: 0.0181 memory: 9395 grad_norm: 5.1237 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0005 loss: 2.0005 2022/08/16 07:01:10 - mmengine - INFO - Epoch(train) [152][3300/3757] lr: 1.0000e-02 eta: 1 day, 9:50:24 time: 0.3155 data_time: 0.0186 memory: 9395 grad_norm: 5.0098 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9642 loss: 1.9642 2022/08/16 07:01:42 - mmengine - INFO - Epoch(train) [152][3400/3757] lr: 1.0000e-02 eta: 1 day, 9:49:53 time: 0.3140 data_time: 0.0171 memory: 9395 grad_norm: 5.1610 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4730 loss: 2.4730 2022/08/16 07:02:13 - mmengine - INFO - Epoch(train) [152][3500/3757] lr: 1.0000e-02 eta: 1 day, 9:49:22 time: 0.3141 data_time: 0.0177 memory: 9395 grad_norm: 5.3779 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3352 loss: 2.3352 2022/08/16 07:02:45 - mmengine - INFO - Epoch(train) [152][3600/3757] lr: 1.0000e-02 eta: 1 day, 9:48:51 time: 0.3169 data_time: 0.0182 memory: 9395 grad_norm: 5.1624 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2946 loss: 2.2946 2022/08/16 07:03:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 07:03:16 - mmengine - INFO - Epoch(train) [152][3700/3757] lr: 1.0000e-02 eta: 1 day, 9:48:20 time: 0.3175 data_time: 0.0175 memory: 9395 grad_norm: 5.2215 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1605 loss: 2.1605 2022/08/16 07:03:34 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 07:03:34 - mmengine - INFO - Epoch(train) [152][3757/3757] lr: 1.0000e-02 eta: 1 day, 9:48:08 time: 0.3107 data_time: 0.0189 memory: 9395 grad_norm: 5.3194 top1_acc: 0.7143 top5_acc: 0.7143 loss_cls: 2.1033 loss: 2.1033 2022/08/16 07:03:35 - mmengine - INFO - Saving checkpoint at 152 epochs 2022/08/16 07:04:10 - mmengine - INFO - Epoch(train) [153][100/3757] lr: 1.0000e-02 eta: 1 day, 9:47:29 time: 0.3141 data_time: 0.0173 memory: 9395 grad_norm: 5.1837 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 1.9497 loss: 1.9497 2022/08/16 07:04:42 - mmengine - INFO - Epoch(train) [153][200/3757] lr: 1.0000e-02 eta: 1 day, 9:46:58 time: 0.3145 data_time: 0.0176 memory: 9395 grad_norm: 5.2341 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9640 loss: 1.9640 2022/08/16 07:05:13 - mmengine - INFO - Epoch(train) [153][300/3757] lr: 1.0000e-02 eta: 1 day, 9:46:28 time: 0.3139 data_time: 0.0180 memory: 9395 grad_norm: 5.0878 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1868 loss: 2.1868 2022/08/16 07:05:45 - mmengine - INFO - Epoch(train) [153][400/3757] lr: 1.0000e-02 eta: 1 day, 9:45:57 time: 0.3155 data_time: 0.0184 memory: 9395 grad_norm: 5.1879 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1636 loss: 2.1636 2022/08/16 07:06:17 - mmengine - INFO - Epoch(train) [153][500/3757] lr: 1.0000e-02 eta: 1 day, 9:45:26 time: 0.3131 data_time: 0.0175 memory: 9395 grad_norm: 5.1487 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0461 loss: 2.0461 2022/08/16 07:06:48 - mmengine - INFO - Epoch(train) [153][600/3757] lr: 1.0000e-02 eta: 1 day, 9:44:55 time: 0.3150 data_time: 0.0181 memory: 9395 grad_norm: 5.1624 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 1.9840 loss: 1.9840 2022/08/16 07:07:20 - mmengine - INFO - Epoch(train) [153][700/3757] lr: 1.0000e-02 eta: 1 day, 9:44:24 time: 0.3145 data_time: 0.0169 memory: 9395 grad_norm: 5.1293 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1567 loss: 2.1567 2022/08/16 07:07:51 - mmengine - INFO - Epoch(train) [153][800/3757] lr: 1.0000e-02 eta: 1 day, 9:43:53 time: 0.3137 data_time: 0.0164 memory: 9395 grad_norm: 5.0640 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0124 loss: 2.0124 2022/08/16 07:08:23 - mmengine - INFO - Epoch(train) [153][900/3757] lr: 1.0000e-02 eta: 1 day, 9:43:22 time: 0.3219 data_time: 0.0166 memory: 9395 grad_norm: 4.9365 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8443 loss: 1.8443 2022/08/16 07:08:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 07:08:55 - mmengine - INFO - Epoch(train) [153][1000/3757] lr: 1.0000e-02 eta: 1 day, 9:42:52 time: 0.3130 data_time: 0.0169 memory: 9395 grad_norm: 4.9141 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0013 loss: 2.0013 2022/08/16 07:09:27 - mmengine - INFO - Epoch(train) [153][1100/3757] lr: 1.0000e-02 eta: 1 day, 9:42:21 time: 0.3194 data_time: 0.0181 memory: 9395 grad_norm: 5.1583 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5168 loss: 2.5168 2022/08/16 07:09:58 - mmengine - INFO - Epoch(train) [153][1200/3757] lr: 1.0000e-02 eta: 1 day, 9:41:50 time: 0.3177 data_time: 0.0167 memory: 9395 grad_norm: 5.0692 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0324 loss: 2.0324 2022/08/16 07:10:30 - mmengine - INFO - Epoch(train) [153][1300/3757] lr: 1.0000e-02 eta: 1 day, 9:41:19 time: 0.3130 data_time: 0.0174 memory: 9395 grad_norm: 5.2965 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.1253 loss: 2.1253 2022/08/16 07:11:02 - mmengine - INFO - Epoch(train) [153][1400/3757] lr: 1.0000e-02 eta: 1 day, 9:40:48 time: 0.3146 data_time: 0.0171 memory: 9395 grad_norm: 4.9824 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8290 loss: 1.8290 2022/08/16 07:11:33 - mmengine - INFO - Epoch(train) [153][1500/3757] lr: 1.0000e-02 eta: 1 day, 9:40:17 time: 0.3191 data_time: 0.0180 memory: 9395 grad_norm: 5.2892 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1152 loss: 2.1152 2022/08/16 07:12:05 - mmengine - INFO - Epoch(train) [153][1600/3757] lr: 1.0000e-02 eta: 1 day, 9:39:47 time: 0.3172 data_time: 0.0177 memory: 9395 grad_norm: 5.1659 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6258 loss: 1.6258 2022/08/16 07:12:37 - mmengine - INFO - Epoch(train) [153][1700/3757] lr: 1.0000e-02 eta: 1 day, 9:39:16 time: 0.3205 data_time: 0.0190 memory: 9395 grad_norm: 5.0505 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.8777 loss: 1.8777 2022/08/16 07:13:08 - mmengine - INFO - Epoch(train) [153][1800/3757] lr: 1.0000e-02 eta: 1 day, 9:38:45 time: 0.3147 data_time: 0.0180 memory: 9395 grad_norm: 5.1605 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0308 loss: 2.0308 2022/08/16 07:13:40 - mmengine - INFO - Epoch(train) [153][1900/3757] lr: 1.0000e-02 eta: 1 day, 9:38:14 time: 0.3145 data_time: 0.0178 memory: 9395 grad_norm: 5.2787 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5065 loss: 2.5065 2022/08/16 07:13:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 07:14:12 - mmengine - INFO - Epoch(train) [153][2000/3757] lr: 1.0000e-02 eta: 1 day, 9:37:43 time: 0.3141 data_time: 0.0170 memory: 9395 grad_norm: 5.1909 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.2843 loss: 2.2843 2022/08/16 07:14:43 - mmengine - INFO - Epoch(train) [153][2100/3757] lr: 1.0000e-02 eta: 1 day, 9:37:12 time: 0.3149 data_time: 0.0178 memory: 9395 grad_norm: 5.1370 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2435 loss: 2.2435 2022/08/16 07:15:15 - mmengine - INFO - Epoch(train) [153][2200/3757] lr: 1.0000e-02 eta: 1 day, 9:36:42 time: 0.3151 data_time: 0.0180 memory: 9395 grad_norm: 5.1667 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8801 loss: 1.8801 2022/08/16 07:15:47 - mmengine - INFO - Epoch(train) [153][2300/3757] lr: 1.0000e-02 eta: 1 day, 9:36:11 time: 0.3135 data_time: 0.0175 memory: 9395 grad_norm: 5.2264 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8389 loss: 1.8389 2022/08/16 07:16:19 - mmengine - INFO - Epoch(train) [153][2400/3757] lr: 1.0000e-02 eta: 1 day, 9:35:40 time: 0.3211 data_time: 0.0187 memory: 9395 grad_norm: 5.1603 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8794 loss: 1.8794 2022/08/16 07:16:50 - mmengine - INFO - Epoch(train) [153][2500/3757] lr: 1.0000e-02 eta: 1 day, 9:35:09 time: 0.3140 data_time: 0.0169 memory: 9395 grad_norm: 5.1373 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9484 loss: 1.9484 2022/08/16 07:17:22 - mmengine - INFO - Epoch(train) [153][2600/3757] lr: 1.0000e-02 eta: 1 day, 9:34:38 time: 0.3126 data_time: 0.0175 memory: 9395 grad_norm: 5.1202 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9293 loss: 1.9293 2022/08/16 07:17:54 - mmengine - INFO - Epoch(train) [153][2700/3757] lr: 1.0000e-02 eta: 1 day, 9:34:08 time: 0.3202 data_time: 0.0171 memory: 9395 grad_norm: 5.1823 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0207 loss: 2.0207 2022/08/16 07:18:26 - mmengine - INFO - Epoch(train) [153][2800/3757] lr: 1.0000e-02 eta: 1 day, 9:33:37 time: 0.3143 data_time: 0.0173 memory: 9395 grad_norm: 5.3026 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8863 loss: 1.8863 2022/08/16 07:18:57 - mmengine - INFO - Epoch(train) [153][2900/3757] lr: 1.0000e-02 eta: 1 day, 9:33:06 time: 0.3170 data_time: 0.0174 memory: 9395 grad_norm: 5.1947 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1727 loss: 2.1727 2022/08/16 07:19:09 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 07:19:29 - mmengine - INFO - Epoch(train) [153][3000/3757] lr: 1.0000e-02 eta: 1 day, 9:32:35 time: 0.3168 data_time: 0.0176 memory: 9395 grad_norm: 5.1313 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0353 loss: 2.0353 2022/08/16 07:20:01 - mmengine - INFO - Epoch(train) [153][3100/3757] lr: 1.0000e-02 eta: 1 day, 9:32:05 time: 0.3139 data_time: 0.0177 memory: 9395 grad_norm: 5.0137 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8710 loss: 1.8710 2022/08/16 07:20:33 - mmengine - INFO - Epoch(train) [153][3200/3757] lr: 1.0000e-02 eta: 1 day, 9:31:34 time: 0.3139 data_time: 0.0173 memory: 9395 grad_norm: 5.2143 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9771 loss: 1.9771 2022/08/16 07:21:05 - mmengine - INFO - Epoch(train) [153][3300/3757] lr: 1.0000e-02 eta: 1 day, 9:31:03 time: 0.3205 data_time: 0.0174 memory: 9395 grad_norm: 5.1644 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0423 loss: 2.0423 2022/08/16 07:21:37 - mmengine - INFO - Epoch(train) [153][3400/3757] lr: 1.0000e-02 eta: 1 day, 9:30:33 time: 0.3161 data_time: 0.0185 memory: 9395 grad_norm: 5.1118 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0349 loss: 2.0349 2022/08/16 07:22:08 - mmengine - INFO - Epoch(train) [153][3500/3757] lr: 1.0000e-02 eta: 1 day, 9:30:02 time: 0.3144 data_time: 0.0173 memory: 9395 grad_norm: 5.2272 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0016 loss: 2.0016 2022/08/16 07:22:40 - mmengine - INFO - Epoch(train) [153][3600/3757] lr: 1.0000e-02 eta: 1 day, 9:29:31 time: 0.3172 data_time: 0.0180 memory: 9395 grad_norm: 5.0604 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0705 loss: 2.0705 2022/08/16 07:23:12 - mmengine - INFO - Epoch(train) [153][3700/3757] lr: 1.0000e-02 eta: 1 day, 9:29:00 time: 0.3131 data_time: 0.0174 memory: 9395 grad_norm: 5.0817 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1098 loss: 2.1098 2022/08/16 07:23:30 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 07:23:30 - mmengine - INFO - Epoch(train) [153][3757/3757] lr: 1.0000e-02 eta: 1 day, 9:28:48 time: 0.3075 data_time: 0.0172 memory: 9395 grad_norm: 5.0077 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 1.9931 loss: 1.9931 2022/08/16 07:24:03 - mmengine - INFO - Epoch(train) [154][100/3757] lr: 1.0000e-02 eta: 1 day, 9:28:09 time: 0.3137 data_time: 0.0168 memory: 9395 grad_norm: 5.0733 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8088 loss: 1.8088 2022/08/16 07:24:28 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 07:24:34 - mmengine - INFO - Epoch(train) [154][200/3757] lr: 1.0000e-02 eta: 1 day, 9:27:38 time: 0.3150 data_time: 0.0166 memory: 9395 grad_norm: 5.1606 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9796 loss: 1.9796 2022/08/16 07:25:06 - mmengine - INFO - Epoch(train) [154][300/3757] lr: 1.0000e-02 eta: 1 day, 9:27:07 time: 0.3173 data_time: 0.0179 memory: 9395 grad_norm: 5.2784 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9518 loss: 1.9518 2022/08/16 07:25:38 - mmengine - INFO - Epoch(train) [154][400/3757] lr: 1.0000e-02 eta: 1 day, 9:26:36 time: 0.3153 data_time: 0.0179 memory: 9395 grad_norm: 5.2911 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9791 loss: 1.9791 2022/08/16 07:26:09 - mmengine - INFO - Epoch(train) [154][500/3757] lr: 1.0000e-02 eta: 1 day, 9:26:06 time: 0.3138 data_time: 0.0181 memory: 9395 grad_norm: 5.2135 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1723 loss: 2.1723 2022/08/16 07:26:41 - mmengine - INFO - Epoch(train) [154][600/3757] lr: 1.0000e-02 eta: 1 day, 9:25:35 time: 0.3147 data_time: 0.0181 memory: 9395 grad_norm: 4.8671 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0198 loss: 2.0198 2022/08/16 07:27:13 - mmengine - INFO - Epoch(train) [154][700/3757] lr: 1.0000e-02 eta: 1 day, 9:25:04 time: 0.3147 data_time: 0.0171 memory: 9395 grad_norm: 5.2491 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8586 loss: 1.8586 2022/08/16 07:27:44 - mmengine - INFO - Epoch(train) [154][800/3757] lr: 1.0000e-02 eta: 1 day, 9:24:33 time: 0.3129 data_time: 0.0168 memory: 9395 grad_norm: 5.1669 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8762 loss: 1.8762 2022/08/16 07:28:16 - mmengine - INFO - Epoch(train) [154][900/3757] lr: 1.0000e-02 eta: 1 day, 9:24:02 time: 0.3154 data_time: 0.0179 memory: 9395 grad_norm: 5.1358 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7705 loss: 1.7705 2022/08/16 07:28:47 - mmengine - INFO - Epoch(train) [154][1000/3757] lr: 1.0000e-02 eta: 1 day, 9:23:31 time: 0.3143 data_time: 0.0188 memory: 9395 grad_norm: 5.4665 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1847 loss: 2.1847 2022/08/16 07:29:19 - mmengine - INFO - Epoch(train) [154][1100/3757] lr: 1.0000e-02 eta: 1 day, 9:23:00 time: 0.3160 data_time: 0.0185 memory: 9395 grad_norm: 5.0184 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.2438 loss: 2.2438 2022/08/16 07:29:44 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 07:29:51 - mmengine - INFO - Epoch(train) [154][1200/3757] lr: 1.0000e-02 eta: 1 day, 9:22:29 time: 0.3159 data_time: 0.0177 memory: 9395 grad_norm: 5.3682 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1059 loss: 2.1059 2022/08/16 07:30:22 - mmengine - INFO - Epoch(train) [154][1300/3757] lr: 1.0000e-02 eta: 1 day, 9:21:59 time: 0.3134 data_time: 0.0177 memory: 9395 grad_norm: 5.0320 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3999 loss: 2.3999 2022/08/16 07:30:54 - mmengine - INFO - Epoch(train) [154][1400/3757] lr: 1.0000e-02 eta: 1 day, 9:21:28 time: 0.3147 data_time: 0.0175 memory: 9395 grad_norm: 4.9327 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9584 loss: 1.9584 2022/08/16 07:31:26 - mmengine - INFO - Epoch(train) [154][1500/3757] lr: 1.0000e-02 eta: 1 day, 9:20:57 time: 0.3158 data_time: 0.0173 memory: 9395 grad_norm: 5.1911 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0226 loss: 2.0226 2022/08/16 07:31:57 - mmengine - INFO - Epoch(train) [154][1600/3757] lr: 1.0000e-02 eta: 1 day, 9:20:26 time: 0.3162 data_time: 0.0175 memory: 9395 grad_norm: 5.2545 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3477 loss: 2.3477 2022/08/16 07:32:29 - mmengine - INFO - Epoch(train) [154][1700/3757] lr: 1.0000e-02 eta: 1 day, 9:19:55 time: 0.3145 data_time: 0.0179 memory: 9395 grad_norm: 5.0623 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8619 loss: 1.8619 2022/08/16 07:33:01 - mmengine - INFO - Epoch(train) [154][1800/3757] lr: 1.0000e-02 eta: 1 day, 9:19:24 time: 0.3159 data_time: 0.0187 memory: 9395 grad_norm: 5.1834 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8884 loss: 1.8884 2022/08/16 07:33:32 - mmengine - INFO - Epoch(train) [154][1900/3757] lr: 1.0000e-02 eta: 1 day, 9:18:53 time: 0.3137 data_time: 0.0171 memory: 9395 grad_norm: 5.4022 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.9719 loss: 1.9719 2022/08/16 07:34:04 - mmengine - INFO - Epoch(train) [154][2000/3757] lr: 1.0000e-02 eta: 1 day, 9:18:22 time: 0.3143 data_time: 0.0166 memory: 9395 grad_norm: 5.0858 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9914 loss: 1.9914 2022/08/16 07:34:35 - mmengine - INFO - Epoch(train) [154][2100/3757] lr: 1.0000e-02 eta: 1 day, 9:17:52 time: 0.3152 data_time: 0.0176 memory: 9395 grad_norm: 5.1633 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8809 loss: 1.8809 2022/08/16 07:35:00 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 07:35:07 - mmengine - INFO - Epoch(train) [154][2200/3757] lr: 1.0000e-02 eta: 1 day, 9:17:21 time: 0.3169 data_time: 0.0187 memory: 9395 grad_norm: 5.2061 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0878 loss: 2.0878 2022/08/16 07:35:39 - mmengine - INFO - Epoch(train) [154][2300/3757] lr: 1.0000e-02 eta: 1 day, 9:16:50 time: 0.3147 data_time: 0.0174 memory: 9395 grad_norm: 5.2286 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2139 loss: 2.2139 2022/08/16 07:36:10 - mmengine - INFO - Epoch(train) [154][2400/3757] lr: 1.0000e-02 eta: 1 day, 9:16:19 time: 0.3160 data_time: 0.0186 memory: 9395 grad_norm: 5.2069 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9454 loss: 1.9454 2022/08/16 07:36:42 - mmengine - INFO - Epoch(train) [154][2500/3757] lr: 1.0000e-02 eta: 1 day, 9:15:48 time: 0.3139 data_time: 0.0172 memory: 9395 grad_norm: 4.8998 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0014 loss: 2.0014 2022/08/16 07:37:14 - mmengine - INFO - Epoch(train) [154][2600/3757] lr: 1.0000e-02 eta: 1 day, 9:15:17 time: 0.3162 data_time: 0.0191 memory: 9395 grad_norm: 5.1730 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1591 loss: 2.1591 2022/08/16 07:37:45 - mmengine - INFO - Epoch(train) [154][2700/3757] lr: 1.0000e-02 eta: 1 day, 9:14:46 time: 0.3138 data_time: 0.0164 memory: 9395 grad_norm: 5.1918 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8218 loss: 1.8218 2022/08/16 07:38:17 - mmengine - INFO - Epoch(train) [154][2800/3757] lr: 1.0000e-02 eta: 1 day, 9:14:16 time: 0.3153 data_time: 0.0174 memory: 9395 grad_norm: 5.2424 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9640 loss: 1.9640 2022/08/16 07:38:49 - mmengine - INFO - Epoch(train) [154][2900/3757] lr: 1.0000e-02 eta: 1 day, 9:13:45 time: 0.3158 data_time: 0.0183 memory: 9395 grad_norm: 5.3307 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9754 loss: 1.9754 2022/08/16 07:39:20 - mmengine - INFO - Epoch(train) [154][3000/3757] lr: 1.0000e-02 eta: 1 day, 9:13:14 time: 0.3147 data_time: 0.0172 memory: 9395 grad_norm: 5.1547 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0408 loss: 2.0408 2022/08/16 07:39:52 - mmengine - INFO - Epoch(train) [154][3100/3757] lr: 1.0000e-02 eta: 1 day, 9:12:43 time: 0.3178 data_time: 0.0192 memory: 9395 grad_norm: 5.1987 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9487 loss: 1.9487 2022/08/16 07:40:17 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 07:40:24 - mmengine - INFO - Epoch(train) [154][3200/3757] lr: 1.0000e-02 eta: 1 day, 9:12:12 time: 0.3143 data_time: 0.0179 memory: 9395 grad_norm: 5.0766 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.9200 loss: 1.9200 2022/08/16 07:40:55 - mmengine - INFO - Epoch(train) [154][3300/3757] lr: 1.0000e-02 eta: 1 day, 9:11:41 time: 0.3146 data_time: 0.0158 memory: 9395 grad_norm: 5.2935 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9278 loss: 1.9278 2022/08/16 07:41:27 - mmengine - INFO - Epoch(train) [154][3400/3757] lr: 1.0000e-02 eta: 1 day, 9:11:10 time: 0.3136 data_time: 0.0173 memory: 9395 grad_norm: 5.1088 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.2877 loss: 2.2877 2022/08/16 07:41:59 - mmengine - INFO - Epoch(train) [154][3500/3757] lr: 1.0000e-02 eta: 1 day, 9:10:40 time: 0.3165 data_time: 0.0180 memory: 9395 grad_norm: 5.2241 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1222 loss: 2.1222 2022/08/16 07:42:30 - mmengine - INFO - Epoch(train) [154][3600/3757] lr: 1.0000e-02 eta: 1 day, 9:10:09 time: 0.3147 data_time: 0.0175 memory: 9395 grad_norm: 5.3023 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8968 loss: 1.8968 2022/08/16 07:43:02 - mmengine - INFO - Epoch(train) [154][3700/3757] lr: 1.0000e-02 eta: 1 day, 9:09:38 time: 0.3175 data_time: 0.0189 memory: 9395 grad_norm: 5.2032 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9851 loss: 1.9851 2022/08/16 07:43:20 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 07:43:20 - mmengine - INFO - Epoch(train) [154][3757/3757] lr: 1.0000e-02 eta: 1 day, 9:09:25 time: 0.3077 data_time: 0.0179 memory: 9395 grad_norm: 5.1391 top1_acc: 0.5714 top5_acc: 0.5714 loss_cls: 1.9495 loss: 1.9495 2022/08/16 07:43:53 - mmengine - INFO - Epoch(train) [155][100/3757] lr: 1.0000e-03 eta: 1 day, 9:08:47 time: 0.3147 data_time: 0.0179 memory: 9395 grad_norm: 4.9675 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1011 loss: 2.1011 2022/08/16 07:44:25 - mmengine - INFO - Epoch(train) [155][200/3757] lr: 1.0000e-03 eta: 1 day, 9:08:16 time: 0.3121 data_time: 0.0170 memory: 9395 grad_norm: 4.9914 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0476 loss: 2.0476 2022/08/16 07:44:57 - mmengine - INFO - Epoch(train) [155][300/3757] lr: 1.0000e-03 eta: 1 day, 9:07:45 time: 0.3191 data_time: 0.0182 memory: 9395 grad_norm: 4.9333 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6040 loss: 1.6040 2022/08/16 07:45:28 - mmengine - INFO - Epoch(train) [155][400/3757] lr: 1.0000e-03 eta: 1 day, 9:07:14 time: 0.3140 data_time: 0.0175 memory: 9395 grad_norm: 5.0124 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9409 loss: 1.9409 2022/08/16 07:45:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 07:46:00 - mmengine - INFO - Epoch(train) [155][500/3757] lr: 1.0000e-03 eta: 1 day, 9:06:43 time: 0.3172 data_time: 0.0188 memory: 9395 grad_norm: 4.7140 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7681 loss: 1.7681 2022/08/16 07:46:31 - mmengine - INFO - Epoch(train) [155][600/3757] lr: 1.0000e-03 eta: 1 day, 9:06:13 time: 0.3161 data_time: 0.0171 memory: 9395 grad_norm: 5.0950 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0400 loss: 2.0400 2022/08/16 07:47:03 - mmengine - INFO - Epoch(train) [155][700/3757] lr: 1.0000e-03 eta: 1 day, 9:05:42 time: 0.3144 data_time: 0.0179 memory: 9395 grad_norm: 4.9764 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8086 loss: 1.8086 2022/08/16 07:47:35 - mmengine - INFO - Epoch(train) [155][800/3757] lr: 1.0000e-03 eta: 1 day, 9:05:11 time: 0.3141 data_time: 0.0178 memory: 9395 grad_norm: 4.9893 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0890 loss: 2.0890 2022/08/16 07:48:06 - mmengine - INFO - Epoch(train) [155][900/3757] lr: 1.0000e-03 eta: 1 day, 9:04:40 time: 0.3130 data_time: 0.0179 memory: 9395 grad_norm: 5.1031 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9370 loss: 1.9370 2022/08/16 07:48:38 - mmengine - INFO - Epoch(train) [155][1000/3757] lr: 1.0000e-03 eta: 1 day, 9:04:09 time: 0.3166 data_time: 0.0199 memory: 9395 grad_norm: 4.9466 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9721 loss: 1.9721 2022/08/16 07:49:10 - mmengine - INFO - Epoch(train) [155][1100/3757] lr: 1.0000e-03 eta: 1 day, 9:03:38 time: 0.3153 data_time: 0.0175 memory: 9395 grad_norm: 5.0591 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0783 loss: 2.0783 2022/08/16 07:49:41 - mmengine - INFO - Epoch(train) [155][1200/3757] lr: 1.0000e-03 eta: 1 day, 9:03:07 time: 0.3143 data_time: 0.0176 memory: 9395 grad_norm: 5.0442 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7903 loss: 1.7903 2022/08/16 07:50:13 - mmengine - INFO - Epoch(train) [155][1300/3757] lr: 1.0000e-03 eta: 1 day, 9:02:36 time: 0.3146 data_time: 0.0173 memory: 9395 grad_norm: 5.0069 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6835 loss: 1.6835 2022/08/16 07:50:45 - mmengine - INFO - Epoch(train) [155][1400/3757] lr: 1.0000e-03 eta: 1 day, 9:02:06 time: 0.3138 data_time: 0.0176 memory: 9395 grad_norm: 4.8861 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8555 loss: 1.8555 2022/08/16 07:50:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 07:51:16 - mmengine - INFO - Epoch(train) [155][1500/3757] lr: 1.0000e-03 eta: 1 day, 9:01:35 time: 0.3147 data_time: 0.0170 memory: 9395 grad_norm: 4.9186 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.6523 loss: 1.6523 2022/08/16 07:51:48 - mmengine - INFO - Epoch(train) [155][1600/3757] lr: 1.0000e-03 eta: 1 day, 9:01:04 time: 0.3140 data_time: 0.0178 memory: 9395 grad_norm: 5.1118 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8325 loss: 1.8325 2022/08/16 07:52:20 - mmengine - INFO - Epoch(train) [155][1700/3757] lr: 1.0000e-03 eta: 1 day, 9:00:33 time: 0.3176 data_time: 0.0179 memory: 9395 grad_norm: 5.0028 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8008 loss: 1.8008 2022/08/16 07:52:51 - mmengine - INFO - Epoch(train) [155][1800/3757] lr: 1.0000e-03 eta: 1 day, 9:00:02 time: 0.3141 data_time: 0.0175 memory: 9395 grad_norm: 5.1308 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6914 loss: 1.6914 2022/08/16 07:53:23 - mmengine - INFO - Epoch(train) [155][1900/3757] lr: 1.0000e-03 eta: 1 day, 8:59:31 time: 0.3173 data_time: 0.0200 memory: 9395 grad_norm: 5.0824 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5443 loss: 1.5443 2022/08/16 07:53:55 - mmengine - INFO - Epoch(train) [155][2000/3757] lr: 1.0000e-03 eta: 1 day, 8:59:00 time: 0.3146 data_time: 0.0174 memory: 9395 grad_norm: 5.0239 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7217 loss: 1.7217 2022/08/16 07:54:26 - mmengine - INFO - Epoch(train) [155][2100/3757] lr: 1.0000e-03 eta: 1 day, 8:58:29 time: 0.3136 data_time: 0.0162 memory: 9395 grad_norm: 5.0382 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7954 loss: 1.7954 2022/08/16 07:54:58 - mmengine - INFO - Epoch(train) [155][2200/3757] lr: 1.0000e-03 eta: 1 day, 8:57:59 time: 0.3138 data_time: 0.0172 memory: 9395 grad_norm: 5.0581 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6725 loss: 1.6725 2022/08/16 07:55:29 - mmengine - INFO - Epoch(train) [155][2300/3757] lr: 1.0000e-03 eta: 1 day, 8:57:28 time: 0.3189 data_time: 0.0186 memory: 9395 grad_norm: 5.0792 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8474 loss: 1.8474 2022/08/16 07:56:01 - mmengine - INFO - Epoch(train) [155][2400/3757] lr: 1.0000e-03 eta: 1 day, 8:56:57 time: 0.3173 data_time: 0.0181 memory: 9395 grad_norm: 5.0770 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6725 loss: 1.6725 2022/08/16 07:56:08 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 07:56:33 - mmengine - INFO - Epoch(train) [155][2500/3757] lr: 1.0000e-03 eta: 1 day, 8:56:26 time: 0.3155 data_time: 0.0172 memory: 9395 grad_norm: 5.1767 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9186 loss: 1.9186 2022/08/16 07:57:04 - mmengine - INFO - Epoch(train) [155][2600/3757] lr: 1.0000e-03 eta: 1 day, 8:55:55 time: 0.3138 data_time: 0.0161 memory: 9395 grad_norm: 5.2677 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0978 loss: 2.0978 2022/08/16 07:57:36 - mmengine - INFO - Epoch(train) [155][2700/3757] lr: 1.0000e-03 eta: 1 day, 8:55:24 time: 0.3146 data_time: 0.0171 memory: 9395 grad_norm: 5.1392 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.7698 loss: 1.7698 2022/08/16 07:58:08 - mmengine - INFO - Epoch(train) [155][2800/3757] lr: 1.0000e-03 eta: 1 day, 8:54:53 time: 0.3146 data_time: 0.0173 memory: 9395 grad_norm: 5.5760 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9200 loss: 1.9200 2022/08/16 07:58:39 - mmengine - INFO - Epoch(train) [155][2900/3757] lr: 1.0000e-03 eta: 1 day, 8:54:22 time: 0.3150 data_time: 0.0181 memory: 9395 grad_norm: 5.0373 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7645 loss: 1.7645 2022/08/16 07:59:11 - mmengine - INFO - Epoch(train) [155][3000/3757] lr: 1.0000e-03 eta: 1 day, 8:53:52 time: 0.3160 data_time: 0.0179 memory: 9395 grad_norm: 5.2205 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7956 loss: 1.7956 2022/08/16 07:59:43 - mmengine - INFO - Epoch(train) [155][3100/3757] lr: 1.0000e-03 eta: 1 day, 8:53:21 time: 0.3189 data_time: 0.0189 memory: 9395 grad_norm: 5.0642 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8671 loss: 1.8671 2022/08/16 08:00:14 - mmengine - INFO - Epoch(train) [155][3200/3757] lr: 1.0000e-03 eta: 1 day, 8:52:50 time: 0.3142 data_time: 0.0182 memory: 9395 grad_norm: 5.2440 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6393 loss: 1.6393 2022/08/16 08:00:46 - mmengine - INFO - Epoch(train) [155][3300/3757] lr: 1.0000e-03 eta: 1 day, 8:52:19 time: 0.3140 data_time: 0.0168 memory: 9395 grad_norm: 5.1270 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3816 loss: 1.3816 2022/08/16 08:01:18 - mmengine - INFO - Epoch(train) [155][3400/3757] lr: 1.0000e-03 eta: 1 day, 8:51:48 time: 0.3134 data_time: 0.0166 memory: 9395 grad_norm: 5.3292 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9464 loss: 1.9464 2022/08/16 08:01:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 08:01:49 - mmengine - INFO - Epoch(train) [155][3500/3757] lr: 1.0000e-03 eta: 1 day, 8:51:17 time: 0.3138 data_time: 0.0177 memory: 9395 grad_norm: 5.2071 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6621 loss: 1.6621 2022/08/16 08:02:21 - mmengine - INFO - Epoch(train) [155][3600/3757] lr: 1.0000e-03 eta: 1 day, 8:50:46 time: 0.3149 data_time: 0.0188 memory: 9395 grad_norm: 5.1344 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6308 loss: 1.6308 2022/08/16 08:02:53 - mmengine - INFO - Epoch(train) [155][3700/3757] lr: 1.0000e-03 eta: 1 day, 8:50:16 time: 0.3147 data_time: 0.0174 memory: 9395 grad_norm: 5.2229 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7175 loss: 1.7175 2022/08/16 08:03:11 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 08:03:11 - mmengine - INFO - Epoch(train) [155][3757/3757] lr: 1.0000e-03 eta: 1 day, 8:50:03 time: 0.3153 data_time: 0.0188 memory: 9395 grad_norm: 5.3231 top1_acc: 0.7143 top5_acc: 1.0000 loss_cls: 1.6890 loss: 1.6890 2022/08/16 08:03:29 - mmengine - INFO - Epoch(val) [155][100/310] eta: 0:00:38 time: 0.1837 data_time: 0.0804 memory: 1523 2022/08/16 08:03:46 - mmengine - INFO - Epoch(val) [155][200/310] eta: 0:00:17 time: 0.1550 data_time: 0.0554 memory: 1523 2022/08/16 08:04:03 - mmengine - INFO - Epoch(val) [155][300/310] eta: 0:00:01 time: 0.1730 data_time: 0.0747 memory: 1523 2022/08/16 08:04:06 - mmengine - INFO - Epoch(val) [155][310/310] acc/top1: 0.6492 acc/top5: 0.8606 acc/mean1: 0.6491 2022/08/16 08:04:07 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr/best_acc/top1_epoch_151.pth is removed 2022/08/16 08:04:08 - mmengine - INFO - The best checkpoint with 0.6492 acc/top1 at 156 epoch is saved to best_acc/top1_epoch_156.pth. 2022/08/16 08:04:41 - mmengine - INFO - Epoch(train) [156][100/3757] lr: 1.0000e-03 eta: 1 day, 8:49:24 time: 0.3132 data_time: 0.0173 memory: 9395 grad_norm: 5.2195 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5436 loss: 1.5436 2022/08/16 08:05:12 - mmengine - INFO - Epoch(train) [156][200/3757] lr: 1.0000e-03 eta: 1 day, 8:48:53 time: 0.3144 data_time: 0.0165 memory: 9395 grad_norm: 5.1047 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7706 loss: 1.7706 2022/08/16 08:05:44 - mmengine - INFO - Epoch(train) [156][300/3757] lr: 1.0000e-03 eta: 1 day, 8:48:23 time: 0.3141 data_time: 0.0167 memory: 9395 grad_norm: 5.2122 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.7482 loss: 1.7482 2022/08/16 08:06:16 - mmengine - INFO - Epoch(train) [156][400/3757] lr: 1.0000e-03 eta: 1 day, 8:47:52 time: 0.3140 data_time: 0.0170 memory: 9395 grad_norm: 5.1668 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8224 loss: 1.8224 2022/08/16 08:06:47 - mmengine - INFO - Epoch(train) [156][500/3757] lr: 1.0000e-03 eta: 1 day, 8:47:21 time: 0.3126 data_time: 0.0171 memory: 9395 grad_norm: 5.3286 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9793 loss: 1.9793 2022/08/16 08:07:19 - mmengine - INFO - Epoch(train) [156][600/3757] lr: 1.0000e-03 eta: 1 day, 8:46:50 time: 0.3142 data_time: 0.0164 memory: 9395 grad_norm: 5.2863 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7088 loss: 1.7088 2022/08/16 08:07:40 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 08:07:51 - mmengine - INFO - Epoch(train) [156][700/3757] lr: 1.0000e-03 eta: 1 day, 8:46:19 time: 0.3145 data_time: 0.0173 memory: 9395 grad_norm: 5.2172 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9092 loss: 1.9092 2022/08/16 08:08:22 - mmengine - INFO - Epoch(train) [156][800/3757] lr: 1.0000e-03 eta: 1 day, 8:45:48 time: 0.3224 data_time: 0.0179 memory: 9395 grad_norm: 5.0198 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.6385 loss: 1.6385 2022/08/16 08:08:54 - mmengine - INFO - Epoch(train) [156][900/3757] lr: 1.0000e-03 eta: 1 day, 8:45:17 time: 0.3143 data_time: 0.0172 memory: 9395 grad_norm: 5.3009 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.6663 loss: 1.6663 2022/08/16 08:09:26 - mmengine - INFO - Epoch(train) [156][1000/3757] lr: 1.0000e-03 eta: 1 day, 8:44:46 time: 0.3145 data_time: 0.0171 memory: 9395 grad_norm: 5.3830 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7268 loss: 1.7268 2022/08/16 08:09:57 - mmengine - INFO - Epoch(train) [156][1100/3757] lr: 1.0000e-03 eta: 1 day, 8:44:16 time: 0.3141 data_time: 0.0174 memory: 9395 grad_norm: 5.1471 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5943 loss: 1.5943 2022/08/16 08:10:29 - mmengine - INFO - Epoch(train) [156][1200/3757] lr: 1.0000e-03 eta: 1 day, 8:43:45 time: 0.3140 data_time: 0.0172 memory: 9395 grad_norm: 5.1897 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4518 loss: 1.4518 2022/08/16 08:11:01 - mmengine - INFO - Epoch(train) [156][1300/3757] lr: 1.0000e-03 eta: 1 day, 8:43:14 time: 0.3153 data_time: 0.0178 memory: 9395 grad_norm: 5.3185 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8301 loss: 1.8301 2022/08/16 08:11:32 - mmengine - INFO - Epoch(train) [156][1400/3757] lr: 1.0000e-03 eta: 1 day, 8:42:43 time: 0.3138 data_time: 0.0165 memory: 9395 grad_norm: 5.3233 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4956 loss: 1.4956 2022/08/16 08:12:04 - mmengine - INFO - Epoch(train) [156][1500/3757] lr: 1.0000e-03 eta: 1 day, 8:42:12 time: 0.3185 data_time: 0.0185 memory: 9395 grad_norm: 5.0411 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6935 loss: 1.6935 2022/08/16 08:12:35 - mmengine - INFO - Epoch(train) [156][1600/3757] lr: 1.0000e-03 eta: 1 day, 8:41:41 time: 0.3139 data_time: 0.0171 memory: 9395 grad_norm: 5.3001 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9317 loss: 1.9317 2022/08/16 08:12:56 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 08:13:07 - mmengine - INFO - Epoch(train) [156][1700/3757] lr: 1.0000e-03 eta: 1 day, 8:41:10 time: 0.3127 data_time: 0.0173 memory: 9395 grad_norm: 5.3322 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6333 loss: 1.6333 2022/08/16 08:13:39 - mmengine - INFO - Epoch(train) [156][1800/3757] lr: 1.0000e-03 eta: 1 day, 8:40:39 time: 0.3144 data_time: 0.0160 memory: 9395 grad_norm: 5.2837 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5267 loss: 1.5267 2022/08/16 08:14:10 - mmengine - INFO - Epoch(train) [156][1900/3757] lr: 1.0000e-03 eta: 1 day, 8:40:08 time: 0.3214 data_time: 0.0170 memory: 9395 grad_norm: 5.1587 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7009 loss: 1.7009 2022/08/16 08:14:42 - mmengine - INFO - Epoch(train) [156][2000/3757] lr: 1.0000e-03 eta: 1 day, 8:39:38 time: 0.3161 data_time: 0.0175 memory: 9395 grad_norm: 5.2372 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7542 loss: 1.7542 2022/08/16 08:15:14 - mmengine - INFO - Epoch(train) [156][2100/3757] lr: 1.0000e-03 eta: 1 day, 8:39:07 time: 0.3148 data_time: 0.0180 memory: 9395 grad_norm: 5.4563 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8842 loss: 1.8842 2022/08/16 08:15:45 - mmengine - INFO - Epoch(train) [156][2200/3757] lr: 1.0000e-03 eta: 1 day, 8:38:36 time: 0.3155 data_time: 0.0181 memory: 9395 grad_norm: 5.2134 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.6947 loss: 1.6947 2022/08/16 08:16:17 - mmengine - INFO - Epoch(train) [156][2300/3757] lr: 1.0000e-03 eta: 1 day, 8:38:05 time: 0.3130 data_time: 0.0171 memory: 9395 grad_norm: 5.2683 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5531 loss: 1.5531 2022/08/16 08:16:49 - mmengine - INFO - Epoch(train) [156][2400/3757] lr: 1.0000e-03 eta: 1 day, 8:37:34 time: 0.3141 data_time: 0.0166 memory: 9395 grad_norm: 5.5078 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6782 loss: 1.6782 2022/08/16 08:17:20 - mmengine - INFO - Epoch(train) [156][2500/3757] lr: 1.0000e-03 eta: 1 day, 8:37:03 time: 0.3139 data_time: 0.0172 memory: 9395 grad_norm: 5.3010 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5138 loss: 1.5138 2022/08/16 08:17:52 - mmengine - INFO - Epoch(train) [156][2600/3757] lr: 1.0000e-03 eta: 1 day, 8:36:32 time: 0.3137 data_time: 0.0167 memory: 9395 grad_norm: 5.5250 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8568 loss: 1.8568 2022/08/16 08:18:12 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 08:18:23 - mmengine - INFO - Epoch(train) [156][2700/3757] lr: 1.0000e-03 eta: 1 day, 8:36:01 time: 0.3148 data_time: 0.0180 memory: 9395 grad_norm: 5.3023 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7371 loss: 1.7371 2022/08/16 08:18:55 - mmengine - INFO - Epoch(train) [156][2800/3757] lr: 1.0000e-03 eta: 1 day, 8:35:30 time: 0.3171 data_time: 0.0180 memory: 9395 grad_norm: 5.1894 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4598 loss: 1.4598 2022/08/16 08:19:27 - mmengine - INFO - Epoch(train) [156][2900/3757] lr: 1.0000e-03 eta: 1 day, 8:35:00 time: 0.3143 data_time: 0.0190 memory: 9395 grad_norm: 5.2118 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9283 loss: 1.9283 2022/08/16 08:19:58 - mmengine - INFO - Epoch(train) [156][3000/3757] lr: 1.0000e-03 eta: 1 day, 8:34:29 time: 0.3141 data_time: 0.0170 memory: 9395 grad_norm: 5.4434 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0025 loss: 2.0025 2022/08/16 08:20:30 - mmengine - INFO - Epoch(train) [156][3100/3757] lr: 1.0000e-03 eta: 1 day, 8:33:58 time: 0.3146 data_time: 0.0172 memory: 9395 grad_norm: 5.4036 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6467 loss: 1.6467 2022/08/16 08:21:02 - mmengine - INFO - Epoch(train) [156][3200/3757] lr: 1.0000e-03 eta: 1 day, 8:33:27 time: 0.3163 data_time: 0.0186 memory: 9395 grad_norm: 5.2265 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4634 loss: 1.4634 2022/08/16 08:21:33 - mmengine - INFO - Epoch(train) [156][3300/3757] lr: 1.0000e-03 eta: 1 day, 8:32:56 time: 0.3150 data_time: 0.0174 memory: 9395 grad_norm: 5.3669 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8933 loss: 1.8933 2022/08/16 08:22:05 - mmengine - INFO - Epoch(train) [156][3400/3757] lr: 1.0000e-03 eta: 1 day, 8:32:25 time: 0.3313 data_time: 0.0185 memory: 9395 grad_norm: 5.2129 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4410 loss: 1.4410 2022/08/16 08:22:37 - mmengine - INFO - Epoch(train) [156][3500/3757] lr: 1.0000e-03 eta: 1 day, 8:31:55 time: 0.3148 data_time: 0.0171 memory: 9395 grad_norm: 5.3334 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5619 loss: 1.5619 2022/08/16 08:23:09 - mmengine - INFO - Epoch(train) [156][3600/3757] lr: 1.0000e-03 eta: 1 day, 8:31:24 time: 0.3137 data_time: 0.0171 memory: 9395 grad_norm: 5.2821 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.5963 loss: 1.5963 2022/08/16 08:23:29 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 08:23:40 - mmengine - INFO - Epoch(train) [156][3700/3757] lr: 1.0000e-03 eta: 1 day, 8:30:53 time: 0.3158 data_time: 0.0182 memory: 9395 grad_norm: 5.3050 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7054 loss: 1.7054 2022/08/16 08:23:58 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 08:23:58 - mmengine - INFO - Epoch(train) [156][3757/3757] lr: 1.0000e-03 eta: 1 day, 8:30:40 time: 0.3098 data_time: 0.0169 memory: 9395 grad_norm: 5.4418 top1_acc: 0.2857 top5_acc: 0.5714 loss_cls: 1.7468 loss: 1.7468 2022/08/16 08:23:58 - mmengine - INFO - Saving checkpoint at 156 epochs 2022/08/16 08:24:33 - mmengine - INFO - Epoch(train) [157][100/3757] lr: 1.0000e-03 eta: 1 day, 8:30:02 time: 0.3143 data_time: 0.0172 memory: 9395 grad_norm: 5.3922 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6344 loss: 1.6344 2022/08/16 08:25:05 - mmengine - INFO - Epoch(train) [157][200/3757] lr: 1.0000e-03 eta: 1 day, 8:29:31 time: 0.3147 data_time: 0.0186 memory: 9395 grad_norm: 5.2591 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8331 loss: 1.8331 2022/08/16 08:25:36 - mmengine - INFO - Epoch(train) [157][300/3757] lr: 1.0000e-03 eta: 1 day, 8:29:00 time: 0.3162 data_time: 0.0182 memory: 9395 grad_norm: 5.6297 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6918 loss: 1.6918 2022/08/16 08:26:08 - mmengine - INFO - Epoch(train) [157][400/3757] lr: 1.0000e-03 eta: 1 day, 8:28:29 time: 0.3139 data_time: 0.0178 memory: 9395 grad_norm: 5.3392 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8695 loss: 1.8695 2022/08/16 08:26:40 - mmengine - INFO - Epoch(train) [157][500/3757] lr: 1.0000e-03 eta: 1 day, 8:27:58 time: 0.3129 data_time: 0.0174 memory: 9395 grad_norm: 5.2526 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7216 loss: 1.7216 2022/08/16 08:27:11 - mmengine - INFO - Epoch(train) [157][600/3757] lr: 1.0000e-03 eta: 1 day, 8:27:27 time: 0.3199 data_time: 0.0181 memory: 9395 grad_norm: 5.2834 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.6217 loss: 1.6217 2022/08/16 08:27:43 - mmengine - INFO - Epoch(train) [157][700/3757] lr: 1.0000e-03 eta: 1 day, 8:26:56 time: 0.3161 data_time: 0.0183 memory: 9395 grad_norm: 5.3483 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5215 loss: 1.5215 2022/08/16 08:28:15 - mmengine - INFO - Epoch(train) [157][800/3757] lr: 1.0000e-03 eta: 1 day, 8:26:25 time: 0.3174 data_time: 0.0186 memory: 9395 grad_norm: 5.4378 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8461 loss: 1.8461 2022/08/16 08:28:46 - mmengine - INFO - Epoch(train) [157][900/3757] lr: 1.0000e-03 eta: 1 day, 8:25:55 time: 0.3152 data_time: 0.0168 memory: 9395 grad_norm: 5.2522 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7467 loss: 1.7467 2022/08/16 08:28:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 08:29:18 - mmengine - INFO - Epoch(train) [157][1000/3757] lr: 1.0000e-03 eta: 1 day, 8:25:24 time: 0.3146 data_time: 0.0168 memory: 9395 grad_norm: 5.4220 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4187 loss: 1.4187 2022/08/16 08:29:50 - mmengine - INFO - Epoch(train) [157][1100/3757] lr: 1.0000e-03 eta: 1 day, 8:24:53 time: 0.3128 data_time: 0.0173 memory: 9395 grad_norm: 5.4391 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6466 loss: 1.6466 2022/08/16 08:30:21 - mmengine - INFO - Epoch(train) [157][1200/3757] lr: 1.0000e-03 eta: 1 day, 8:24:22 time: 0.3163 data_time: 0.0180 memory: 9395 grad_norm: 5.3500 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.8347 loss: 1.8347 2022/08/16 08:30:53 - mmengine - INFO - Epoch(train) [157][1300/3757] lr: 1.0000e-03 eta: 1 day, 8:23:51 time: 0.3165 data_time: 0.0171 memory: 9395 grad_norm: 5.4084 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.7530 loss: 1.7530 2022/08/16 08:31:25 - mmengine - INFO - Epoch(train) [157][1400/3757] lr: 1.0000e-03 eta: 1 day, 8:23:20 time: 0.3141 data_time: 0.0177 memory: 9395 grad_norm: 5.3450 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6057 loss: 1.6057 2022/08/16 08:31:56 - mmengine - INFO - Epoch(train) [157][1500/3757] lr: 1.0000e-03 eta: 1 day, 8:22:49 time: 0.3169 data_time: 0.0187 memory: 9395 grad_norm: 5.3515 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4490 loss: 1.4490 2022/08/16 08:32:28 - mmengine - INFO - Epoch(train) [157][1600/3757] lr: 1.0000e-03 eta: 1 day, 8:22:19 time: 0.3145 data_time: 0.0173 memory: 9395 grad_norm: 5.2848 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6644 loss: 1.6644 2022/08/16 08:33:00 - mmengine - INFO - Epoch(train) [157][1700/3757] lr: 1.0000e-03 eta: 1 day, 8:21:48 time: 0.3137 data_time: 0.0188 memory: 9395 grad_norm: 5.1819 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5550 loss: 1.5550 2022/08/16 08:33:31 - mmengine - INFO - Epoch(train) [157][1800/3757] lr: 1.0000e-03 eta: 1 day, 8:21:17 time: 0.3158 data_time: 0.0180 memory: 9395 grad_norm: 5.2951 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5576 loss: 1.5576 2022/08/16 08:34:03 - mmengine - INFO - Epoch(train) [157][1900/3757] lr: 1.0000e-03 eta: 1 day, 8:20:46 time: 0.3131 data_time: 0.0166 memory: 9395 grad_norm: 5.2816 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3996 loss: 1.3996 2022/08/16 08:34:05 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 08:34:35 - mmengine - INFO - Epoch(train) [157][2000/3757] lr: 1.0000e-03 eta: 1 day, 8:20:15 time: 0.3151 data_time: 0.0180 memory: 9395 grad_norm: 5.2778 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5428 loss: 1.5428 2022/08/16 08:35:06 - mmengine - INFO - Epoch(train) [157][2100/3757] lr: 1.0000e-03 eta: 1 day, 8:19:44 time: 0.3155 data_time: 0.0178 memory: 9395 grad_norm: 5.7702 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7837 loss: 1.7837 2022/08/16 08:35:38 - mmengine - INFO - Epoch(train) [157][2200/3757] lr: 1.0000e-03 eta: 1 day, 8:19:13 time: 0.3140 data_time: 0.0170 memory: 9395 grad_norm: 5.4308 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8446 loss: 1.8446 2022/08/16 08:36:09 - mmengine - INFO - Epoch(train) [157][2300/3757] lr: 1.0000e-03 eta: 1 day, 8:18:42 time: 0.3137 data_time: 0.0172 memory: 9395 grad_norm: 5.6937 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9164 loss: 1.9164 2022/08/16 08:36:41 - mmengine - INFO - Epoch(train) [157][2400/3757] lr: 1.0000e-03 eta: 1 day, 8:18:11 time: 0.3144 data_time: 0.0164 memory: 9395 grad_norm: 5.4136 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7090 loss: 1.7090 2022/08/16 08:37:13 - mmengine - INFO - Epoch(train) [157][2500/3757] lr: 1.0000e-03 eta: 1 day, 8:17:40 time: 0.3147 data_time: 0.0173 memory: 9395 grad_norm: 5.4308 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6842 loss: 1.6842 2022/08/16 08:37:44 - mmengine - INFO - Epoch(train) [157][2600/3757] lr: 1.0000e-03 eta: 1 day, 8:17:10 time: 0.3165 data_time: 0.0188 memory: 9395 grad_norm: 5.5522 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.6799 loss: 1.6799 2022/08/16 08:38:16 - mmengine - INFO - Epoch(train) [157][2700/3757] lr: 1.0000e-03 eta: 1 day, 8:16:39 time: 0.3143 data_time: 0.0168 memory: 9395 grad_norm: 5.4849 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5967 loss: 1.5967 2022/08/16 08:38:48 - mmengine - INFO - Epoch(train) [157][2800/3757] lr: 1.0000e-03 eta: 1 day, 8:16:08 time: 0.3179 data_time: 0.0182 memory: 9395 grad_norm: 5.5092 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3166 loss: 1.3166 2022/08/16 08:39:19 - mmengine - INFO - Epoch(train) [157][2900/3757] lr: 1.0000e-03 eta: 1 day, 8:15:37 time: 0.3131 data_time: 0.0169 memory: 9395 grad_norm: 5.3897 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7882 loss: 1.7882 2022/08/16 08:39:22 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 08:39:51 - mmengine - INFO - Epoch(train) [157][3000/3757] lr: 1.0000e-03 eta: 1 day, 8:15:06 time: 0.3132 data_time: 0.0173 memory: 9395 grad_norm: 5.5322 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6029 loss: 1.6029 2022/08/16 08:40:23 - mmengine - INFO - Epoch(train) [157][3100/3757] lr: 1.0000e-03 eta: 1 day, 8:14:35 time: 0.3160 data_time: 0.0185 memory: 9395 grad_norm: 5.4874 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7263 loss: 1.7263 2022/08/16 08:40:54 - mmengine - INFO - Epoch(train) [157][3200/3757] lr: 1.0000e-03 eta: 1 day, 8:14:04 time: 0.3136 data_time: 0.0177 memory: 9395 grad_norm: 5.5129 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4639 loss: 1.4639 2022/08/16 08:41:26 - mmengine - INFO - Epoch(train) [157][3300/3757] lr: 1.0000e-03 eta: 1 day, 8:13:33 time: 0.3158 data_time: 0.0189 memory: 9395 grad_norm: 5.5264 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5676 loss: 1.5676 2022/08/16 08:41:58 - mmengine - INFO - Epoch(train) [157][3400/3757] lr: 1.0000e-03 eta: 1 day, 8:13:03 time: 0.3122 data_time: 0.0170 memory: 9395 grad_norm: 5.4476 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5126 loss: 1.5126 2022/08/16 08:42:29 - mmengine - INFO - Epoch(train) [157][3500/3757] lr: 1.0000e-03 eta: 1 day, 8:12:32 time: 0.3136 data_time: 0.0168 memory: 9395 grad_norm: 5.5095 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.5875 loss: 1.5875 2022/08/16 08:43:01 - mmengine - INFO - Epoch(train) [157][3600/3757] lr: 1.0000e-03 eta: 1 day, 8:12:01 time: 0.3136 data_time: 0.0172 memory: 9395 grad_norm: 5.5725 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8987 loss: 1.8987 2022/08/16 08:43:33 - mmengine - INFO - Epoch(train) [157][3700/3757] lr: 1.0000e-03 eta: 1 day, 8:11:30 time: 0.3164 data_time: 0.0165 memory: 9395 grad_norm: 5.4102 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4328 loss: 1.4328 2022/08/16 08:43:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 08:43:51 - mmengine - INFO - Epoch(train) [157][3757/3757] lr: 1.0000e-03 eta: 1 day, 8:11:18 time: 0.3072 data_time: 0.0170 memory: 9395 grad_norm: 5.5803 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 1.7346 loss: 1.7346 2022/08/16 08:44:24 - mmengine - INFO - Epoch(train) [158][100/3757] lr: 1.0000e-03 eta: 1 day, 8:10:39 time: 0.3158 data_time: 0.0186 memory: 9395 grad_norm: 5.4042 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6581 loss: 1.6581 2022/08/16 08:44:40 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 08:44:56 - mmengine - INFO - Epoch(train) [158][200/3757] lr: 1.0000e-03 eta: 1 day, 8:10:08 time: 0.3139 data_time: 0.0173 memory: 9395 grad_norm: 5.5303 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6345 loss: 1.6345 2022/08/16 08:45:27 - mmengine - INFO - Epoch(train) [158][300/3757] lr: 1.0000e-03 eta: 1 day, 8:09:37 time: 0.3184 data_time: 0.0188 memory: 9395 grad_norm: 5.4573 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5137 loss: 1.5137 2022/08/16 08:45:59 - mmengine - INFO - Epoch(train) [158][400/3757] lr: 1.0000e-03 eta: 1 day, 8:09:06 time: 0.3134 data_time: 0.0176 memory: 9395 grad_norm: 5.5370 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9690 loss: 1.9690 2022/08/16 08:46:31 - mmengine - INFO - Epoch(train) [158][500/3757] lr: 1.0000e-03 eta: 1 day, 8:08:36 time: 0.3161 data_time: 0.0168 memory: 9395 grad_norm: 5.5074 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5509 loss: 1.5509 2022/08/16 08:47:02 - mmengine - INFO - Epoch(train) [158][600/3757] lr: 1.0000e-03 eta: 1 day, 8:08:05 time: 0.3139 data_time: 0.0184 memory: 9395 grad_norm: 5.6657 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9672 loss: 1.9672 2022/08/16 08:47:34 - mmengine - INFO - Epoch(train) [158][700/3757] lr: 1.0000e-03 eta: 1 day, 8:07:34 time: 0.3145 data_time: 0.0177 memory: 9395 grad_norm: 5.6185 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7812 loss: 1.7812 2022/08/16 08:48:06 - mmengine - INFO - Epoch(train) [158][800/3757] lr: 1.0000e-03 eta: 1 day, 8:07:03 time: 0.3152 data_time: 0.0165 memory: 9395 grad_norm: 5.4581 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4490 loss: 1.4490 2022/08/16 08:48:37 - mmengine - INFO - Epoch(train) [158][900/3757] lr: 1.0000e-03 eta: 1 day, 8:06:32 time: 0.3164 data_time: 0.0186 memory: 9395 grad_norm: 5.5377 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7067 loss: 1.7067 2022/08/16 08:49:09 - mmengine - INFO - Epoch(train) [158][1000/3757] lr: 1.0000e-03 eta: 1 day, 8:06:01 time: 0.3157 data_time: 0.0184 memory: 9395 grad_norm: 5.4415 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.7797 loss: 1.7797 2022/08/16 08:49:41 - mmengine - INFO - Epoch(train) [158][1100/3757] lr: 1.0000e-03 eta: 1 day, 8:05:30 time: 0.3143 data_time: 0.0159 memory: 9395 grad_norm: 5.5851 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5714 loss: 1.5714 2022/08/16 08:49:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 08:50:12 - mmengine - INFO - Epoch(train) [158][1200/3757] lr: 1.0000e-03 eta: 1 day, 8:04:59 time: 0.3149 data_time: 0.0167 memory: 9395 grad_norm: 5.4346 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5453 loss: 1.5453 2022/08/16 08:50:44 - mmengine - INFO - Epoch(train) [158][1300/3757] lr: 1.0000e-03 eta: 1 day, 8:04:28 time: 0.3166 data_time: 0.0187 memory: 9395 grad_norm: 5.4916 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8335 loss: 1.8335 2022/08/16 08:51:16 - mmengine - INFO - Epoch(train) [158][1400/3757] lr: 1.0000e-03 eta: 1 day, 8:03:58 time: 0.3178 data_time: 0.0177 memory: 9395 grad_norm: 5.4742 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5677 loss: 1.5677 2022/08/16 08:51:47 - mmengine - INFO - Epoch(train) [158][1500/3757] lr: 1.0000e-03 eta: 1 day, 8:03:27 time: 0.3145 data_time: 0.0171 memory: 9395 grad_norm: 5.4393 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7197 loss: 1.7197 2022/08/16 08:52:19 - mmengine - INFO - Epoch(train) [158][1600/3757] lr: 1.0000e-03 eta: 1 day, 8:02:56 time: 0.3154 data_time: 0.0182 memory: 9395 grad_norm: 5.4701 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6470 loss: 1.6470 2022/08/16 08:52:51 - mmengine - INFO - Epoch(train) [158][1700/3757] lr: 1.0000e-03 eta: 1 day, 8:02:25 time: 0.3155 data_time: 0.0177 memory: 9395 grad_norm: 5.4452 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5985 loss: 1.5985 2022/08/16 08:53:23 - mmengine - INFO - Epoch(train) [158][1800/3757] lr: 1.0000e-03 eta: 1 day, 8:01:54 time: 0.3143 data_time: 0.0174 memory: 9395 grad_norm: 5.6117 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.4007 loss: 1.4007 2022/08/16 08:53:54 - mmengine - INFO - Epoch(train) [158][1900/3757] lr: 1.0000e-03 eta: 1 day, 8:01:23 time: 0.3163 data_time: 0.0185 memory: 9395 grad_norm: 5.5121 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7805 loss: 1.7805 2022/08/16 08:54:26 - mmengine - INFO - Epoch(train) [158][2000/3757] lr: 1.0000e-03 eta: 1 day, 8:00:53 time: 0.3189 data_time: 0.0168 memory: 9395 grad_norm: 5.7644 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 1.5226 loss: 1.5226 2022/08/16 08:54:58 - mmengine - INFO - Epoch(train) [158][2100/3757] lr: 1.0000e-03 eta: 1 day, 8:00:22 time: 0.3169 data_time: 0.0179 memory: 9395 grad_norm: 5.8281 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6629 loss: 1.6629 2022/08/16 08:55:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 08:55:29 - mmengine - INFO - Epoch(train) [158][2200/3757] lr: 1.0000e-03 eta: 1 day, 7:59:51 time: 0.3162 data_time: 0.0167 memory: 9395 grad_norm: 5.4144 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6521 loss: 1.6521 2022/08/16 08:56:01 - mmengine - INFO - Epoch(train) [158][2300/3757] lr: 1.0000e-03 eta: 1 day, 7:59:20 time: 0.3139 data_time: 0.0180 memory: 9395 grad_norm: 5.5479 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8074 loss: 1.8074 2022/08/16 08:56:33 - mmengine - INFO - Epoch(train) [158][2400/3757] lr: 1.0000e-03 eta: 1 day, 7:58:49 time: 0.3125 data_time: 0.0171 memory: 9395 grad_norm: 5.5360 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5156 loss: 1.5156 2022/08/16 08:57:05 - mmengine - INFO - Epoch(train) [158][2500/3757] lr: 1.0000e-03 eta: 1 day, 7:58:18 time: 0.3152 data_time: 0.0181 memory: 9395 grad_norm: 5.5370 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5576 loss: 1.5576 2022/08/16 08:57:36 - mmengine - INFO - Epoch(train) [158][2600/3757] lr: 1.0000e-03 eta: 1 day, 7:57:47 time: 0.3138 data_time: 0.0169 memory: 9395 grad_norm: 5.6027 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6471 loss: 1.6471 2022/08/16 08:58:08 - mmengine - INFO - Epoch(train) [158][2700/3757] lr: 1.0000e-03 eta: 1 day, 7:57:16 time: 0.3143 data_time: 0.0176 memory: 9395 grad_norm: 5.7661 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6851 loss: 1.6851 2022/08/16 08:58:39 - mmengine - INFO - Epoch(train) [158][2800/3757] lr: 1.0000e-03 eta: 1 day, 7:56:45 time: 0.3144 data_time: 0.0171 memory: 9395 grad_norm: 5.6658 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5012 loss: 1.5012 2022/08/16 08:59:11 - mmengine - INFO - Epoch(train) [158][2900/3757] lr: 1.0000e-03 eta: 1 day, 7:56:15 time: 0.3142 data_time: 0.0172 memory: 9395 grad_norm: 5.4540 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7685 loss: 1.7685 2022/08/16 08:59:43 - mmengine - INFO - Epoch(train) [158][3000/3757] lr: 1.0000e-03 eta: 1 day, 7:55:44 time: 0.3133 data_time: 0.0177 memory: 9395 grad_norm: 5.5184 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6212 loss: 1.6212 2022/08/16 09:00:14 - mmengine - INFO - Epoch(train) [158][3100/3757] lr: 1.0000e-03 eta: 1 day, 7:55:13 time: 0.3169 data_time: 0.0194 memory: 9395 grad_norm: 5.6273 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8507 loss: 1.8507 2022/08/16 09:00:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 09:00:46 - mmengine - INFO - Epoch(train) [158][3200/3757] lr: 1.0000e-03 eta: 1 day, 7:54:42 time: 0.3154 data_time: 0.0166 memory: 9395 grad_norm: 5.5087 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6920 loss: 1.6920 2022/08/16 09:01:18 - mmengine - INFO - Epoch(train) [158][3300/3757] lr: 1.0000e-03 eta: 1 day, 7:54:11 time: 0.3151 data_time: 0.0165 memory: 9395 grad_norm: 5.6977 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5881 loss: 1.5881 2022/08/16 09:01:49 - mmengine - INFO - Epoch(train) [158][3400/3757] lr: 1.0000e-03 eta: 1 day, 7:53:40 time: 0.3150 data_time: 0.0172 memory: 9395 grad_norm: 5.5846 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6383 loss: 1.6383 2022/08/16 09:02:21 - mmengine - INFO - Epoch(train) [158][3500/3757] lr: 1.0000e-03 eta: 1 day, 7:53:09 time: 0.3142 data_time: 0.0166 memory: 9395 grad_norm: 5.8293 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7169 loss: 1.7169 2022/08/16 09:02:53 - mmengine - INFO - Epoch(train) [158][3600/3757] lr: 1.0000e-03 eta: 1 day, 7:52:38 time: 0.3133 data_time: 0.0173 memory: 9395 grad_norm: 5.5162 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6566 loss: 1.6566 2022/08/16 09:03:24 - mmengine - INFO - Epoch(train) [158][3700/3757] lr: 1.0000e-03 eta: 1 day, 7:52:07 time: 0.3169 data_time: 0.0189 memory: 9395 grad_norm: 5.3786 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8524 loss: 1.8524 2022/08/16 09:03:42 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 09:03:42 - mmengine - INFO - Epoch(train) [158][3757/3757] lr: 1.0000e-03 eta: 1 day, 7:51:55 time: 0.3085 data_time: 0.0172 memory: 9395 grad_norm: 5.3665 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 1.5241 loss: 1.5241 2022/08/16 09:04:15 - mmengine - INFO - Epoch(train) [159][100/3757] lr: 1.0000e-03 eta: 1 day, 7:51:16 time: 0.3138 data_time: 0.0183 memory: 9395 grad_norm: 5.5767 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4363 loss: 1.4363 2022/08/16 09:04:47 - mmengine - INFO - Epoch(train) [159][200/3757] lr: 1.0000e-03 eta: 1 day, 7:50:45 time: 0.3143 data_time: 0.0169 memory: 9395 grad_norm: 5.5802 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.7112 loss: 1.7112 2022/08/16 09:05:19 - mmengine - INFO - Epoch(train) [159][300/3757] lr: 1.0000e-03 eta: 1 day, 7:50:15 time: 0.3150 data_time: 0.0178 memory: 9395 grad_norm: 5.5010 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5637 loss: 1.5637 2022/08/16 09:05:48 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 09:05:50 - mmengine - INFO - Epoch(train) [159][400/3757] lr: 1.0000e-03 eta: 1 day, 7:49:44 time: 0.3196 data_time: 0.0200 memory: 9395 grad_norm: 5.6917 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5772 loss: 1.5772 2022/08/16 09:06:22 - mmengine - INFO - Epoch(train) [159][500/3757] lr: 1.0000e-03 eta: 1 day, 7:49:13 time: 0.3154 data_time: 0.0176 memory: 9395 grad_norm: 5.6316 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3795 loss: 1.3795 2022/08/16 09:06:54 - mmengine - INFO - Epoch(train) [159][600/3757] lr: 1.0000e-03 eta: 1 day, 7:48:42 time: 0.3132 data_time: 0.0171 memory: 9395 grad_norm: 5.6075 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8275 loss: 1.8275 2022/08/16 09:07:25 - mmengine - INFO - Epoch(train) [159][700/3757] lr: 1.0000e-03 eta: 1 day, 7:48:11 time: 0.3159 data_time: 0.0183 memory: 9395 grad_norm: 5.6490 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5912 loss: 1.5912 2022/08/16 09:07:57 - mmengine - INFO - Epoch(train) [159][800/3757] lr: 1.0000e-03 eta: 1 day, 7:47:40 time: 0.3148 data_time: 0.0182 memory: 9395 grad_norm: 5.6455 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.7777 loss: 1.7777 2022/08/16 09:08:29 - mmengine - INFO - Epoch(train) [159][900/3757] lr: 1.0000e-03 eta: 1 day, 7:47:09 time: 0.3183 data_time: 0.0189 memory: 9395 grad_norm: 5.9659 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8040 loss: 1.8040 2022/08/16 09:09:00 - mmengine - INFO - Epoch(train) [159][1000/3757] lr: 1.0000e-03 eta: 1 day, 7:46:38 time: 0.3152 data_time: 0.0170 memory: 9395 grad_norm: 5.4826 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5430 loss: 1.5430 2022/08/16 09:09:32 - mmengine - INFO - Epoch(train) [159][1100/3757] lr: 1.0000e-03 eta: 1 day, 7:46:07 time: 0.3143 data_time: 0.0173 memory: 9395 grad_norm: 5.7877 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6358 loss: 1.6358 2022/08/16 09:10:04 - mmengine - INFO - Epoch(train) [159][1200/3757] lr: 1.0000e-03 eta: 1 day, 7:45:37 time: 0.3139 data_time: 0.0170 memory: 9395 grad_norm: 5.7844 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6063 loss: 1.6063 2022/08/16 09:10:35 - mmengine - INFO - Epoch(train) [159][1300/3757] lr: 1.0000e-03 eta: 1 day, 7:45:06 time: 0.3158 data_time: 0.0181 memory: 9395 grad_norm: 5.7206 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7313 loss: 1.7313 2022/08/16 09:11:05 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 09:11:07 - mmengine - INFO - Epoch(train) [159][1400/3757] lr: 1.0000e-03 eta: 1 day, 7:44:35 time: 0.3157 data_time: 0.0172 memory: 9395 grad_norm: 5.6654 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5032 loss: 1.5032 2022/08/16 09:11:39 - mmengine - INFO - Epoch(train) [159][1500/3757] lr: 1.0000e-03 eta: 1 day, 7:44:04 time: 0.3189 data_time: 0.0184 memory: 9395 grad_norm: 5.8089 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8185 loss: 1.8185 2022/08/16 09:12:10 - mmengine - INFO - Epoch(train) [159][1600/3757] lr: 1.0000e-03 eta: 1 day, 7:43:33 time: 0.3144 data_time: 0.0167 memory: 9395 grad_norm: 5.5205 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5096 loss: 1.5096 2022/08/16 09:12:42 - mmengine - INFO - Epoch(train) [159][1700/3757] lr: 1.0000e-03 eta: 1 day, 7:43:02 time: 0.3138 data_time: 0.0181 memory: 9395 grad_norm: 5.4962 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6707 loss: 1.6707 2022/08/16 09:13:14 - mmengine - INFO - Epoch(train) [159][1800/3757] lr: 1.0000e-03 eta: 1 day, 7:42:31 time: 0.3151 data_time: 0.0179 memory: 9395 grad_norm: 5.5790 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5336 loss: 1.5336 2022/08/16 09:13:45 - mmengine - INFO - Epoch(train) [159][1900/3757] lr: 1.0000e-03 eta: 1 day, 7:42:00 time: 0.3151 data_time: 0.0173 memory: 9395 grad_norm: 5.8593 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7784 loss: 1.7784 2022/08/16 09:14:17 - mmengine - INFO - Epoch(train) [159][2000/3757] lr: 1.0000e-03 eta: 1 day, 7:41:30 time: 0.3157 data_time: 0.0170 memory: 9395 grad_norm: 5.5366 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5608 loss: 1.5608 2022/08/16 09:14:49 - mmengine - INFO - Epoch(train) [159][2100/3757] lr: 1.0000e-03 eta: 1 day, 7:40:59 time: 0.3173 data_time: 0.0189 memory: 9395 grad_norm: 5.5595 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8803 loss: 1.8803 2022/08/16 09:15:20 - mmengine - INFO - Epoch(train) [159][2200/3757] lr: 1.0000e-03 eta: 1 day, 7:40:28 time: 0.3155 data_time: 0.0174 memory: 9395 grad_norm: 5.5570 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7975 loss: 1.7975 2022/08/16 09:15:52 - mmengine - INFO - Epoch(train) [159][2300/3757] lr: 1.0000e-03 eta: 1 day, 7:39:57 time: 0.3143 data_time: 0.0166 memory: 9395 grad_norm: 5.7972 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 1.6434 loss: 1.6434 2022/08/16 09:16:22 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 09:16:24 - mmengine - INFO - Epoch(train) [159][2400/3757] lr: 1.0000e-03 eta: 1 day, 7:39:26 time: 0.3137 data_time: 0.0160 memory: 9395 grad_norm: 5.7349 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6602 loss: 1.6602 2022/08/16 09:16:56 - mmengine - INFO - Epoch(train) [159][2500/3757] lr: 1.0000e-03 eta: 1 day, 7:38:55 time: 0.3175 data_time: 0.0177 memory: 9395 grad_norm: 5.7343 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8613 loss: 1.8613 2022/08/16 09:17:27 - mmengine - INFO - Epoch(train) [159][2600/3757] lr: 1.0000e-03 eta: 1 day, 7:38:24 time: 0.3151 data_time: 0.0173 memory: 9395 grad_norm: 5.6157 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5750 loss: 1.5750 2022/08/16 09:17:59 - mmengine - INFO - Epoch(train) [159][2700/3757] lr: 1.0000e-03 eta: 1 day, 7:37:53 time: 0.3163 data_time: 0.0184 memory: 9395 grad_norm: 5.6906 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6476 loss: 1.6476 2022/08/16 09:18:31 - mmengine - INFO - Epoch(train) [159][2800/3757] lr: 1.0000e-03 eta: 1 day, 7:37:22 time: 0.3164 data_time: 0.0176 memory: 9395 grad_norm: 5.5175 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5854 loss: 1.5854 2022/08/16 09:19:02 - mmengine - INFO - Epoch(train) [159][2900/3757] lr: 1.0000e-03 eta: 1 day, 7:36:52 time: 0.3159 data_time: 0.0163 memory: 9395 grad_norm: 5.4538 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7115 loss: 1.7115 2022/08/16 09:19:34 - mmengine - INFO - Epoch(train) [159][3000/3757] lr: 1.0000e-03 eta: 1 day, 7:36:21 time: 0.3149 data_time: 0.0172 memory: 9395 grad_norm: 5.8676 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6316 loss: 1.6316 2022/08/16 09:20:06 - mmengine - INFO - Epoch(train) [159][3100/3757] lr: 1.0000e-03 eta: 1 day, 7:35:50 time: 0.3156 data_time: 0.0173 memory: 9395 grad_norm: 5.6564 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6580 loss: 1.6580 2022/08/16 09:20:37 - mmengine - INFO - Epoch(train) [159][3200/3757] lr: 1.0000e-03 eta: 1 day, 7:35:19 time: 0.3163 data_time: 0.0174 memory: 9395 grad_norm: 5.5870 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5925 loss: 1.5925 2022/08/16 09:21:09 - mmengine - INFO - Epoch(train) [159][3300/3757] lr: 1.0000e-03 eta: 1 day, 7:34:48 time: 0.3148 data_time: 0.0181 memory: 9395 grad_norm: 5.9852 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8174 loss: 1.8174 2022/08/16 09:21:39 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 09:21:40 - mmengine - INFO - Epoch(train) [159][3400/3757] lr: 1.0000e-03 eta: 1 day, 7:34:17 time: 0.3173 data_time: 0.0181 memory: 9395 grad_norm: 5.7787 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9202 loss: 1.9202 2022/08/16 09:22:12 - mmengine - INFO - Epoch(train) [159][3500/3757] lr: 1.0000e-03 eta: 1 day, 7:33:46 time: 0.3147 data_time: 0.0201 memory: 9395 grad_norm: 5.5392 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5948 loss: 1.5948 2022/08/16 09:22:44 - mmengine - INFO - Epoch(train) [159][3600/3757] lr: 1.0000e-03 eta: 1 day, 7:33:15 time: 0.3144 data_time: 0.0162 memory: 9395 grad_norm: 5.4435 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4906 loss: 1.4906 2022/08/16 09:23:15 - mmengine - INFO - Epoch(train) [159][3700/3757] lr: 1.0000e-03 eta: 1 day, 7:32:44 time: 0.3150 data_time: 0.0178 memory: 9395 grad_norm: 5.7777 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7814 loss: 1.7814 2022/08/16 09:23:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 09:23:33 - mmengine - INFO - Epoch(train) [159][3757/3757] lr: 1.0000e-03 eta: 1 day, 7:32:32 time: 0.3088 data_time: 0.0181 memory: 9395 grad_norm: 5.6926 top1_acc: 0.8571 top5_acc: 1.0000 loss_cls: 1.4336 loss: 1.4336 2022/08/16 09:24:07 - mmengine - INFO - Epoch(train) [160][100/3757] lr: 1.0000e-03 eta: 1 day, 7:31:54 time: 0.3187 data_time: 0.0166 memory: 9395 grad_norm: 5.8239 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6061 loss: 1.6061 2022/08/16 09:24:38 - mmengine - INFO - Epoch(train) [160][200/3757] lr: 1.0000e-03 eta: 1 day, 7:31:23 time: 0.3145 data_time: 0.0172 memory: 9395 grad_norm: 5.7867 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5063 loss: 1.5063 2022/08/16 09:25:10 - mmengine - INFO - Epoch(train) [160][300/3757] lr: 1.0000e-03 eta: 1 day, 7:30:52 time: 0.3148 data_time: 0.0168 memory: 9395 grad_norm: 5.5982 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5656 loss: 1.5656 2022/08/16 09:25:42 - mmengine - INFO - Epoch(train) [160][400/3757] lr: 1.0000e-03 eta: 1 day, 7:30:21 time: 0.3176 data_time: 0.0167 memory: 9395 grad_norm: 5.7404 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9066 loss: 1.9066 2022/08/16 09:26:13 - mmengine - INFO - Epoch(train) [160][500/3757] lr: 1.0000e-03 eta: 1 day, 7:29:50 time: 0.3148 data_time: 0.0166 memory: 9395 grad_norm: 5.6070 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.5465 loss: 1.5465 2022/08/16 09:26:45 - mmengine - INFO - Epoch(train) [160][600/3757] lr: 1.0000e-03 eta: 1 day, 7:29:19 time: 0.3142 data_time: 0.0182 memory: 9395 grad_norm: 5.6684 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7291 loss: 1.7291 2022/08/16 09:26:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 09:27:17 - mmengine - INFO - Epoch(train) [160][700/3757] lr: 1.0000e-03 eta: 1 day, 7:28:48 time: 0.3150 data_time: 0.0178 memory: 9395 grad_norm: 5.6108 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6376 loss: 1.6376 2022/08/16 09:27:48 - mmengine - INFO - Epoch(train) [160][800/3757] lr: 1.0000e-03 eta: 1 day, 7:28:17 time: 0.3154 data_time: 0.0183 memory: 9395 grad_norm: 5.7263 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7983 loss: 1.7983 2022/08/16 09:28:20 - mmengine - INFO - Epoch(train) [160][900/3757] lr: 1.0000e-03 eta: 1 day, 7:27:46 time: 0.3155 data_time: 0.0180 memory: 9395 grad_norm: 5.7182 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6168 loss: 1.6168 2022/08/16 09:28:52 - mmengine - INFO - Epoch(train) [160][1000/3757] lr: 1.0000e-03 eta: 1 day, 7:27:15 time: 0.3124 data_time: 0.0179 memory: 9395 grad_norm: 5.8396 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.8005 loss: 1.8005 2022/08/16 09:29:23 - mmengine - INFO - Epoch(train) [160][1100/3757] lr: 1.0000e-03 eta: 1 day, 7:26:45 time: 0.3144 data_time: 0.0173 memory: 9395 grad_norm: 5.6103 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5254 loss: 1.5254 2022/08/16 09:29:55 - mmengine - INFO - Epoch(train) [160][1200/3757] lr: 1.0000e-03 eta: 1 day, 7:26:14 time: 0.3144 data_time: 0.0171 memory: 9395 grad_norm: 5.6836 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4502 loss: 1.4502 2022/08/16 09:30:27 - mmengine - INFO - Epoch(train) [160][1300/3757] lr: 1.0000e-03 eta: 1 day, 7:25:43 time: 0.3181 data_time: 0.0186 memory: 9395 grad_norm: 5.7362 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4264 loss: 1.4264 2022/08/16 09:30:59 - mmengine - INFO - Epoch(train) [160][1400/3757] lr: 1.0000e-03 eta: 1 day, 7:25:12 time: 0.3167 data_time: 0.0173 memory: 9395 grad_norm: 5.5929 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5322 loss: 1.5322 2022/08/16 09:31:30 - mmengine - INFO - Epoch(train) [160][1500/3757] lr: 1.0000e-03 eta: 1 day, 7:24:41 time: 0.3149 data_time: 0.0188 memory: 9395 grad_norm: 5.7027 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7582 loss: 1.7582 2022/08/16 09:32:02 - mmengine - INFO - Epoch(train) [160][1600/3757] lr: 1.0000e-03 eta: 1 day, 7:24:10 time: 0.3148 data_time: 0.0172 memory: 9395 grad_norm: 5.6349 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8550 loss: 1.8550 2022/08/16 09:32:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 09:32:34 - mmengine - INFO - Epoch(train) [160][1700/3757] lr: 1.0000e-03 eta: 1 day, 7:23:39 time: 0.3157 data_time: 0.0178 memory: 9395 grad_norm: 5.7284 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 1.4283 loss: 1.4283 2022/08/16 09:33:05 - mmengine - INFO - Epoch(train) [160][1800/3757] lr: 1.0000e-03 eta: 1 day, 7:23:08 time: 0.3148 data_time: 0.0174 memory: 9395 grad_norm: 5.9177 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6744 loss: 1.6744 2022/08/16 09:33:37 - mmengine - INFO - Epoch(train) [160][1900/3757] lr: 1.0000e-03 eta: 1 day, 7:22:38 time: 0.3137 data_time: 0.0166 memory: 9395 grad_norm: 5.8191 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8481 loss: 1.8481 2022/08/16 09:34:09 - mmengine - INFO - Epoch(train) [160][2000/3757] lr: 1.0000e-03 eta: 1 day, 7:22:07 time: 0.3153 data_time: 0.0181 memory: 9395 grad_norm: 5.6594 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4862 loss: 1.4862 2022/08/16 09:34:40 - mmengine - INFO - Epoch(train) [160][2100/3757] lr: 1.0000e-03 eta: 1 day, 7:21:36 time: 0.3156 data_time: 0.0184 memory: 9395 grad_norm: 5.6849 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5018 loss: 1.5018 2022/08/16 09:35:12 - mmengine - INFO - Epoch(train) [160][2200/3757] lr: 1.0000e-03 eta: 1 day, 7:21:05 time: 0.3144 data_time: 0.0172 memory: 9395 grad_norm: 5.6145 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.6377 loss: 1.6377 2022/08/16 09:35:44 - mmengine - INFO - Epoch(train) [160][2300/3757] lr: 1.0000e-03 eta: 1 day, 7:20:34 time: 0.3155 data_time: 0.0178 memory: 9395 grad_norm: 5.6460 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8027 loss: 1.8027 2022/08/16 09:36:16 - mmengine - INFO - Epoch(train) [160][2400/3757] lr: 1.0000e-03 eta: 1 day, 7:20:03 time: 0.3153 data_time: 0.0172 memory: 9395 grad_norm: 5.7432 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6205 loss: 1.6205 2022/08/16 09:36:47 - mmengine - INFO - Epoch(train) [160][2500/3757] lr: 1.0000e-03 eta: 1 day, 7:19:32 time: 0.3179 data_time: 0.0188 memory: 9395 grad_norm: 5.8200 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7874 loss: 1.7874 2022/08/16 09:37:19 - mmengine - INFO - Epoch(train) [160][2600/3757] lr: 1.0000e-03 eta: 1 day, 7:19:01 time: 0.3135 data_time: 0.0178 memory: 9395 grad_norm: 5.8492 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8293 loss: 1.8293 2022/08/16 09:37:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 09:37:51 - mmengine - INFO - Epoch(train) [160][2700/3757] lr: 1.0000e-03 eta: 1 day, 7:18:31 time: 0.3166 data_time: 0.0174 memory: 9395 grad_norm: 5.8482 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6588 loss: 1.6588 2022/08/16 09:38:22 - mmengine - INFO - Epoch(train) [160][2800/3757] lr: 1.0000e-03 eta: 1 day, 7:18:00 time: 0.3149 data_time: 0.0173 memory: 9395 grad_norm: 5.8521 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8012 loss: 1.8012 2022/08/16 09:38:54 - mmengine - INFO - Epoch(train) [160][2900/3757] lr: 1.0000e-03 eta: 1 day, 7:17:29 time: 0.3141 data_time: 0.0165 memory: 9395 grad_norm: 5.8676 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6881 loss: 1.6881 2022/08/16 09:39:26 - mmengine - INFO - Epoch(train) [160][3000/3757] lr: 1.0000e-03 eta: 1 day, 7:16:58 time: 0.3150 data_time: 0.0173 memory: 9395 grad_norm: 5.8823 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6540 loss: 1.6540 2022/08/16 09:39:57 - mmengine - INFO - Epoch(train) [160][3100/3757] lr: 1.0000e-03 eta: 1 day, 7:16:27 time: 0.3155 data_time: 0.0177 memory: 9395 grad_norm: 5.6314 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4216 loss: 1.4216 2022/08/16 09:40:29 - mmengine - INFO - Epoch(train) [160][3200/3757] lr: 1.0000e-03 eta: 1 day, 7:15:56 time: 0.3156 data_time: 0.0175 memory: 9395 grad_norm: 5.5568 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4415 loss: 1.4415 2022/08/16 09:41:01 - mmengine - INFO - Epoch(train) [160][3300/3757] lr: 1.0000e-03 eta: 1 day, 7:15:25 time: 0.3153 data_time: 0.0173 memory: 9395 grad_norm: 5.9816 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8437 loss: 1.8437 2022/08/16 09:41:32 - mmengine - INFO - Epoch(train) [160][3400/3757] lr: 1.0000e-03 eta: 1 day, 7:14:54 time: 0.3152 data_time: 0.0176 memory: 9395 grad_norm: 5.4659 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6522 loss: 1.6522 2022/08/16 09:42:04 - mmengine - INFO - Epoch(train) [160][3500/3757] lr: 1.0000e-03 eta: 1 day, 7:14:23 time: 0.3158 data_time: 0.0166 memory: 9395 grad_norm: 6.0310 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8979 loss: 1.8979 2022/08/16 09:42:36 - mmengine - INFO - Epoch(train) [160][3600/3757] lr: 1.0000e-03 eta: 1 day, 7:13:52 time: 0.3137 data_time: 0.0170 memory: 9395 grad_norm: 5.7815 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5661 loss: 1.5661 2022/08/16 09:42:47 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 09:43:07 - mmengine - INFO - Epoch(train) [160][3700/3757] lr: 1.0000e-03 eta: 1 day, 7:13:21 time: 0.3151 data_time: 0.0193 memory: 9395 grad_norm: 5.7585 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5430 loss: 1.5430 2022/08/16 09:43:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 09:43:25 - mmengine - INFO - Epoch(train) [160][3757/3757] lr: 1.0000e-03 eta: 1 day, 7:13:09 time: 0.3080 data_time: 0.0172 memory: 9395 grad_norm: 5.7387 top1_acc: 0.8571 top5_acc: 1.0000 loss_cls: 1.9543 loss: 1.9543 2022/08/16 09:43:25 - mmengine - INFO - Saving checkpoint at 160 epochs 2022/08/16 09:43:45 - mmengine - INFO - Epoch(val) [160][100/310] eta: 0:00:35 time: 0.1682 data_time: 0.0718 memory: 1523 2022/08/16 09:44:03 - mmengine - INFO - Epoch(val) [160][200/310] eta: 0:00:16 time: 0.1487 data_time: 0.0478 memory: 1523 2022/08/16 09:44:19 - mmengine - INFO - Epoch(val) [160][300/310] eta: 0:00:01 time: 0.1495 data_time: 0.0536 memory: 1523 2022/08/16 09:44:22 - mmengine - INFO - Epoch(val) [160][310/310] acc/top1: 0.6657 acc/top5: 0.8695 acc/mean1: 0.6657 2022/08/16 09:44:22 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr/best_acc/top1_epoch_156.pth is removed 2022/08/16 09:44:24 - mmengine - INFO - The best checkpoint with 0.6657 acc/top1 at 161 epoch is saved to best_acc/top1_epoch_161.pth. 2022/08/16 09:44:57 - mmengine - INFO - Epoch(train) [161][100/3757] lr: 1.0000e-03 eta: 1 day, 7:12:30 time: 0.3138 data_time: 0.0161 memory: 9395 grad_norm: 5.7214 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7148 loss: 1.7148 2022/08/16 09:45:29 - mmengine - INFO - Epoch(train) [161][200/3757] lr: 1.0000e-03 eta: 1 day, 7:12:00 time: 0.3128 data_time: 0.0168 memory: 9395 grad_norm: 5.7977 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4300 loss: 1.4300 2022/08/16 09:46:00 - mmengine - INFO - Epoch(train) [161][300/3757] lr: 1.0000e-03 eta: 1 day, 7:11:29 time: 0.3178 data_time: 0.0174 memory: 9395 grad_norm: 5.6371 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7314 loss: 1.7314 2022/08/16 09:46:32 - mmengine - INFO - Epoch(train) [161][400/3757] lr: 1.0000e-03 eta: 1 day, 7:10:58 time: 0.3147 data_time: 0.0170 memory: 9395 grad_norm: 5.6394 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7699 loss: 1.7699 2022/08/16 09:47:04 - mmengine - INFO - Epoch(train) [161][500/3757] lr: 1.0000e-03 eta: 1 day, 7:10:27 time: 0.3160 data_time: 0.0171 memory: 9395 grad_norm: 5.7339 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3004 loss: 1.3004 2022/08/16 09:47:36 - mmengine - INFO - Epoch(train) [161][600/3757] lr: 1.0000e-03 eta: 1 day, 7:09:56 time: 0.3131 data_time: 0.0158 memory: 9395 grad_norm: 5.9706 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6332 loss: 1.6332 2022/08/16 09:48:07 - mmengine - INFO - Epoch(train) [161][700/3757] lr: 1.0000e-03 eta: 1 day, 7:09:25 time: 0.3142 data_time: 0.0189 memory: 9395 grad_norm: 5.9161 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5305 loss: 1.5305 2022/08/16 09:48:39 - mmengine - INFO - Epoch(train) [161][800/3757] lr: 1.0000e-03 eta: 1 day, 7:08:54 time: 0.3201 data_time: 0.0195 memory: 9395 grad_norm: 6.0647 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7391 loss: 1.7391 2022/08/16 09:49:04 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 09:49:10 - mmengine - INFO - Epoch(train) [161][900/3757] lr: 1.0000e-03 eta: 1 day, 7:08:23 time: 0.3180 data_time: 0.0169 memory: 9395 grad_norm: 5.7736 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9651 loss: 1.9651 2022/08/16 09:49:42 - mmengine - INFO - Epoch(train) [161][1000/3757] lr: 1.0000e-03 eta: 1 day, 7:07:52 time: 0.3175 data_time: 0.0171 memory: 9395 grad_norm: 5.7250 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5814 loss: 1.5814 2022/08/16 09:50:14 - mmengine - INFO - Epoch(train) [161][1100/3757] lr: 1.0000e-03 eta: 1 day, 7:07:22 time: 0.3165 data_time: 0.0176 memory: 9395 grad_norm: 5.6955 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5612 loss: 1.5612 2022/08/16 09:50:46 - mmengine - INFO - Epoch(train) [161][1200/3757] lr: 1.0000e-03 eta: 1 day, 7:06:51 time: 0.3139 data_time: 0.0172 memory: 9395 grad_norm: 5.7935 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6620 loss: 1.6620 2022/08/16 09:51:17 - mmengine - INFO - Epoch(train) [161][1300/3757] lr: 1.0000e-03 eta: 1 day, 7:06:20 time: 0.3124 data_time: 0.0171 memory: 9395 grad_norm: 5.8776 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5670 loss: 1.5670 2022/08/16 09:51:49 - mmengine - INFO - Epoch(train) [161][1400/3757] lr: 1.0000e-03 eta: 1 day, 7:05:49 time: 0.3143 data_time: 0.0174 memory: 9395 grad_norm: 5.6670 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7154 loss: 1.7154 2022/08/16 09:52:21 - mmengine - INFO - Epoch(train) [161][1500/3757] lr: 1.0000e-03 eta: 1 day, 7:05:18 time: 0.3161 data_time: 0.0184 memory: 9395 grad_norm: 5.8834 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8707 loss: 1.8707 2022/08/16 09:52:52 - mmengine - INFO - Epoch(train) [161][1600/3757] lr: 1.0000e-03 eta: 1 day, 7:04:47 time: 0.3149 data_time: 0.0170 memory: 9395 grad_norm: 6.0380 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6708 loss: 1.6708 2022/08/16 09:53:24 - mmengine - INFO - Epoch(train) [161][1700/3757] lr: 1.0000e-03 eta: 1 day, 7:04:16 time: 0.3156 data_time: 0.0177 memory: 9395 grad_norm: 5.9478 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7540 loss: 1.7540 2022/08/16 09:53:56 - mmengine - INFO - Epoch(train) [161][1800/3757] lr: 1.0000e-03 eta: 1 day, 7:03:45 time: 0.3141 data_time: 0.0175 memory: 9395 grad_norm: 5.7955 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5426 loss: 1.5426 2022/08/16 09:54:21 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 09:54:27 - mmengine - INFO - Epoch(train) [161][1900/3757] lr: 1.0000e-03 eta: 1 day, 7:03:14 time: 0.3143 data_time: 0.0169 memory: 9395 grad_norm: 5.8170 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3805 loss: 1.3805 2022/08/16 09:54:59 - mmengine - INFO - Epoch(train) [161][2000/3757] lr: 1.0000e-03 eta: 1 day, 7:02:44 time: 0.3170 data_time: 0.0197 memory: 9395 grad_norm: 5.8537 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5853 loss: 1.5853 2022/08/16 09:55:31 - mmengine - INFO - Epoch(train) [161][2100/3757] lr: 1.0000e-03 eta: 1 day, 7:02:13 time: 0.3188 data_time: 0.0188 memory: 9395 grad_norm: 5.9152 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7691 loss: 1.7691 2022/08/16 09:56:03 - mmengine - INFO - Epoch(train) [161][2200/3757] lr: 1.0000e-03 eta: 1 day, 7:01:42 time: 0.3147 data_time: 0.0176 memory: 9395 grad_norm: 5.9037 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7112 loss: 1.7112 2022/08/16 09:56:34 - mmengine - INFO - Epoch(train) [161][2300/3757] lr: 1.0000e-03 eta: 1 day, 7:01:11 time: 0.3162 data_time: 0.0185 memory: 9395 grad_norm: 5.9472 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9256 loss: 1.9256 2022/08/16 09:57:06 - mmengine - INFO - Epoch(train) [161][2400/3757] lr: 1.0000e-03 eta: 1 day, 7:00:40 time: 0.3124 data_time: 0.0171 memory: 9395 grad_norm: 5.8948 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4369 loss: 1.4369 2022/08/16 09:57:38 - mmengine - INFO - Epoch(train) [161][2500/3757] lr: 1.0000e-03 eta: 1 day, 7:00:09 time: 0.3154 data_time: 0.0181 memory: 9395 grad_norm: 5.7511 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4128 loss: 1.4128 2022/08/16 09:58:10 - mmengine - INFO - Epoch(train) [161][2600/3757] lr: 1.0000e-03 eta: 1 day, 6:59:38 time: 0.3186 data_time: 0.0182 memory: 9395 grad_norm: 5.9745 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7566 loss: 1.7566 2022/08/16 09:58:41 - mmengine - INFO - Epoch(train) [161][2700/3757] lr: 1.0000e-03 eta: 1 day, 6:59:07 time: 0.3140 data_time: 0.0176 memory: 9395 grad_norm: 5.9336 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7446 loss: 1.7446 2022/08/16 09:59:13 - mmengine - INFO - Epoch(train) [161][2800/3757] lr: 1.0000e-03 eta: 1 day, 6:58:36 time: 0.3174 data_time: 0.0191 memory: 9395 grad_norm: 5.7867 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5432 loss: 1.5432 2022/08/16 09:59:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 09:59:45 - mmengine - INFO - Epoch(train) [161][2900/3757] lr: 1.0000e-03 eta: 1 day, 6:58:06 time: 0.3144 data_time: 0.0173 memory: 9395 grad_norm: 5.7587 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4626 loss: 1.4626 2022/08/16 10:00:16 - mmengine - INFO - Epoch(train) [161][3000/3757] lr: 1.0000e-03 eta: 1 day, 6:57:35 time: 0.3145 data_time: 0.0170 memory: 9395 grad_norm: 5.9266 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.6247 loss: 1.6247 2022/08/16 10:00:48 - mmengine - INFO - Epoch(train) [161][3100/3757] lr: 1.0000e-03 eta: 1 day, 6:57:04 time: 0.3168 data_time: 0.0175 memory: 9395 grad_norm: 5.9093 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4550 loss: 1.4550 2022/08/16 10:01:20 - mmengine - INFO - Epoch(train) [161][3200/3757] lr: 1.0000e-03 eta: 1 day, 6:56:33 time: 0.3234 data_time: 0.0165 memory: 9395 grad_norm: 5.8328 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8194 loss: 1.8194 2022/08/16 10:01:51 - mmengine - INFO - Epoch(train) [161][3300/3757] lr: 1.0000e-03 eta: 1 day, 6:56:02 time: 0.3165 data_time: 0.0175 memory: 9395 grad_norm: 5.9481 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7406 loss: 1.7406 2022/08/16 10:02:23 - mmengine - INFO - Epoch(train) [161][3400/3757] lr: 1.0000e-03 eta: 1 day, 6:55:31 time: 0.3147 data_time: 0.0171 memory: 9395 grad_norm: 5.8159 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.6053 loss: 1.6053 2022/08/16 10:02:55 - mmengine - INFO - Epoch(train) [161][3500/3757] lr: 1.0000e-03 eta: 1 day, 6:55:00 time: 0.3156 data_time: 0.0178 memory: 9395 grad_norm: 6.2207 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7701 loss: 1.7701 2022/08/16 10:03:27 - mmengine - INFO - Epoch(train) [161][3600/3757] lr: 1.0000e-03 eta: 1 day, 6:54:29 time: 0.3153 data_time: 0.0160 memory: 9395 grad_norm: 6.0690 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6422 loss: 1.6422 2022/08/16 10:03:58 - mmengine - INFO - Epoch(train) [161][3700/3757] lr: 1.0000e-03 eta: 1 day, 6:53:59 time: 0.3155 data_time: 0.0171 memory: 9395 grad_norm: 6.0682 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7154 loss: 1.7154 2022/08/16 10:04:16 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 10:04:16 - mmengine - INFO - Epoch(train) [161][3757/3757] lr: 1.0000e-03 eta: 1 day, 6:53:46 time: 0.3097 data_time: 0.0187 memory: 9395 grad_norm: 6.0306 top1_acc: 0.5714 top5_acc: 0.7143 loss_cls: 1.8007 loss: 1.8007 2022/08/16 10:04:50 - mmengine - INFO - Epoch(train) [162][100/3757] lr: 1.0000e-03 eta: 1 day, 6:53:08 time: 0.3140 data_time: 0.0167 memory: 9395 grad_norm: 5.8718 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6003 loss: 1.6003 2022/08/16 10:04:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 10:05:22 - mmengine - INFO - Epoch(train) [162][200/3757] lr: 1.0000e-03 eta: 1 day, 6:52:37 time: 0.3174 data_time: 0.0177 memory: 9395 grad_norm: 5.6249 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8120 loss: 1.8120 2022/08/16 10:05:53 - mmengine - INFO - Epoch(train) [162][300/3757] lr: 1.0000e-03 eta: 1 day, 6:52:06 time: 0.3137 data_time: 0.0184 memory: 9395 grad_norm: 5.8666 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.7121 loss: 1.7121 2022/08/16 10:06:25 - mmengine - INFO - Epoch(train) [162][400/3757] lr: 1.0000e-03 eta: 1 day, 6:51:35 time: 0.3156 data_time: 0.0177 memory: 9395 grad_norm: 6.0067 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.7554 loss: 1.7554 2022/08/16 10:06:57 - mmengine - INFO - Epoch(train) [162][500/3757] lr: 1.0000e-03 eta: 1 day, 6:51:04 time: 0.3152 data_time: 0.0169 memory: 9395 grad_norm: 5.8153 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3749 loss: 1.3749 2022/08/16 10:07:28 - mmengine - INFO - Epoch(train) [162][600/3757] lr: 1.0000e-03 eta: 1 day, 6:50:33 time: 0.3140 data_time: 0.0173 memory: 9395 grad_norm: 5.7858 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6323 loss: 1.6323 2022/08/16 10:08:00 - mmengine - INFO - Epoch(train) [162][700/3757] lr: 1.0000e-03 eta: 1 day, 6:50:03 time: 0.3136 data_time: 0.0173 memory: 9395 grad_norm: 6.0005 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4205 loss: 1.4205 2022/08/16 10:08:32 - mmengine - INFO - Epoch(train) [162][800/3757] lr: 1.0000e-03 eta: 1 day, 6:49:32 time: 0.3152 data_time: 0.0180 memory: 9395 grad_norm: 5.8465 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5220 loss: 1.5220 2022/08/16 10:09:03 - mmengine - INFO - Epoch(train) [162][900/3757] lr: 1.0000e-03 eta: 1 day, 6:49:01 time: 0.3163 data_time: 0.0192 memory: 9395 grad_norm: 5.7502 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.3918 loss: 1.3918 2022/08/16 10:09:35 - mmengine - INFO - Epoch(train) [162][1000/3757] lr: 1.0000e-03 eta: 1 day, 6:48:30 time: 0.3159 data_time: 0.0175 memory: 9395 grad_norm: 5.8683 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5269 loss: 1.5269 2022/08/16 10:10:07 - mmengine - INFO - Epoch(train) [162][1100/3757] lr: 1.0000e-03 eta: 1 day, 6:47:59 time: 0.3147 data_time: 0.0180 memory: 9395 grad_norm: 6.0774 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6959 loss: 1.6959 2022/08/16 10:10:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 10:10:39 - mmengine - INFO - Epoch(train) [162][1200/3757] lr: 1.0000e-03 eta: 1 day, 6:47:28 time: 0.3138 data_time: 0.0174 memory: 9395 grad_norm: 5.8909 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4900 loss: 1.4900 2022/08/16 10:11:10 - mmengine - INFO - Epoch(train) [162][1300/3757] lr: 1.0000e-03 eta: 1 day, 6:46:57 time: 0.3139 data_time: 0.0164 memory: 9395 grad_norm: 5.8493 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4288 loss: 1.4288 2022/08/16 10:11:42 - mmengine - INFO - Epoch(train) [162][1400/3757] lr: 1.0000e-03 eta: 1 day, 6:46:26 time: 0.3151 data_time: 0.0184 memory: 9395 grad_norm: 6.2041 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4884 loss: 1.4884 2022/08/16 10:12:14 - mmengine - INFO - Epoch(train) [162][1500/3757] lr: 1.0000e-03 eta: 1 day, 6:45:55 time: 0.3150 data_time: 0.0173 memory: 9395 grad_norm: 5.7329 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6345 loss: 1.6345 2022/08/16 10:12:45 - mmengine - INFO - Epoch(train) [162][1600/3757] lr: 1.0000e-03 eta: 1 day, 6:45:25 time: 0.3187 data_time: 0.0188 memory: 9395 grad_norm: 6.1627 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6617 loss: 1.6617 2022/08/16 10:13:17 - mmengine - INFO - Epoch(train) [162][1700/3757] lr: 1.0000e-03 eta: 1 day, 6:44:54 time: 0.3146 data_time: 0.0172 memory: 9395 grad_norm: 5.8543 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6495 loss: 1.6495 2022/08/16 10:13:49 - mmengine - INFO - Epoch(train) [162][1800/3757] lr: 1.0000e-03 eta: 1 day, 6:44:23 time: 0.3160 data_time: 0.0178 memory: 9395 grad_norm: 6.0110 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8755 loss: 1.8755 2022/08/16 10:14:20 - mmengine - INFO - Epoch(train) [162][1900/3757] lr: 1.0000e-03 eta: 1 day, 6:43:52 time: 0.3133 data_time: 0.0175 memory: 9395 grad_norm: 5.8693 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5446 loss: 1.5446 2022/08/16 10:14:52 - mmengine - INFO - Epoch(train) [162][2000/3757] lr: 1.0000e-03 eta: 1 day, 6:43:21 time: 0.3150 data_time: 0.0171 memory: 9395 grad_norm: 6.1286 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5217 loss: 1.5217 2022/08/16 10:15:24 - mmengine - INFO - Epoch(train) [162][2100/3757] lr: 1.0000e-03 eta: 1 day, 6:42:50 time: 0.3160 data_time: 0.0188 memory: 9395 grad_norm: 5.9936 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7614 loss: 1.7614 2022/08/16 10:15:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 10:15:55 - mmengine - INFO - Epoch(train) [162][2200/3757] lr: 1.0000e-03 eta: 1 day, 6:42:19 time: 0.3152 data_time: 0.0177 memory: 9395 grad_norm: 5.7914 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5460 loss: 1.5460 2022/08/16 10:16:27 - mmengine - INFO - Epoch(train) [162][2300/3757] lr: 1.0000e-03 eta: 1 day, 6:41:48 time: 0.3156 data_time: 0.0183 memory: 9395 grad_norm: 5.8541 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7420 loss: 1.7420 2022/08/16 10:16:59 - mmengine - INFO - Epoch(train) [162][2400/3757] lr: 1.0000e-03 eta: 1 day, 6:41:17 time: 0.3162 data_time: 0.0171 memory: 9395 grad_norm: 5.8828 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5901 loss: 1.5901 2022/08/16 10:17:31 - mmengine - INFO - Epoch(train) [162][2500/3757] lr: 1.0000e-03 eta: 1 day, 6:40:47 time: 0.3143 data_time: 0.0180 memory: 9395 grad_norm: 5.9151 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9915 loss: 1.9915 2022/08/16 10:18:03 - mmengine - INFO - Epoch(train) [162][2600/3757] lr: 1.0000e-03 eta: 1 day, 6:40:16 time: 0.3176 data_time: 0.0184 memory: 9395 grad_norm: 5.8079 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2562 loss: 1.2562 2022/08/16 10:18:34 - mmengine - INFO - Epoch(train) [162][2700/3757] lr: 1.0000e-03 eta: 1 day, 6:39:45 time: 0.3165 data_time: 0.0184 memory: 9395 grad_norm: 5.9939 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6863 loss: 1.6863 2022/08/16 10:19:06 - mmengine - INFO - Epoch(train) [162][2800/3757] lr: 1.0000e-03 eta: 1 day, 6:39:14 time: 0.3156 data_time: 0.0189 memory: 9395 grad_norm: 5.8233 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5327 loss: 1.5327 2022/08/16 10:19:38 - mmengine - INFO - Epoch(train) [162][2900/3757] lr: 1.0000e-03 eta: 1 day, 6:38:43 time: 0.3260 data_time: 0.0180 memory: 9395 grad_norm: 5.8449 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5526 loss: 1.5526 2022/08/16 10:20:09 - mmengine - INFO - Epoch(train) [162][3000/3757] lr: 1.0000e-03 eta: 1 day, 6:38:12 time: 0.3157 data_time: 0.0169 memory: 9395 grad_norm: 5.9639 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6048 loss: 1.6048 2022/08/16 10:20:41 - mmengine - INFO - Epoch(train) [162][3100/3757] lr: 1.0000e-03 eta: 1 day, 6:37:41 time: 0.3140 data_time: 0.0174 memory: 9395 grad_norm: 5.9768 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4578 loss: 1.4578 2022/08/16 10:20:48 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 10:21:13 - mmengine - INFO - Epoch(train) [162][3200/3757] lr: 1.0000e-03 eta: 1 day, 6:37:11 time: 0.3277 data_time: 0.0170 memory: 9395 grad_norm: 5.9110 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6216 loss: 1.6216 2022/08/16 10:21:45 - mmengine - INFO - Epoch(train) [162][3300/3757] lr: 1.0000e-03 eta: 1 day, 6:36:40 time: 0.3191 data_time: 0.0182 memory: 9395 grad_norm: 6.1886 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6713 loss: 1.6713 2022/08/16 10:22:16 - mmengine - INFO - Epoch(train) [162][3400/3757] lr: 1.0000e-03 eta: 1 day, 6:36:09 time: 0.3144 data_time: 0.0173 memory: 9395 grad_norm: 6.0583 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6474 loss: 1.6474 2022/08/16 10:22:48 - mmengine - INFO - Epoch(train) [162][3500/3757] lr: 1.0000e-03 eta: 1 day, 6:35:38 time: 0.3148 data_time: 0.0173 memory: 9395 grad_norm: 5.9484 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8756 loss: 1.8756 2022/08/16 10:23:20 - mmengine - INFO - Epoch(train) [162][3600/3757] lr: 1.0000e-03 eta: 1 day, 6:35:07 time: 0.3130 data_time: 0.0166 memory: 9395 grad_norm: 5.8269 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5892 loss: 1.5892 2022/08/16 10:23:52 - mmengine - INFO - Epoch(train) [162][3700/3757] lr: 1.0000e-03 eta: 1 day, 6:34:36 time: 0.3160 data_time: 0.0173 memory: 9395 grad_norm: 5.9966 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5917 loss: 1.5917 2022/08/16 10:24:09 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 10:24:10 - mmengine - INFO - Epoch(train) [162][3757/3757] lr: 1.0000e-03 eta: 1 day, 6:34:24 time: 0.3081 data_time: 0.0169 memory: 9395 grad_norm: 5.9682 top1_acc: 0.7143 top5_acc: 0.7143 loss_cls: 1.4270 loss: 1.4270 2022/08/16 10:24:43 - mmengine - INFO - Epoch(train) [163][100/3757] lr: 1.0000e-03 eta: 1 day, 6:33:45 time: 0.3137 data_time: 0.0182 memory: 9395 grad_norm: 5.9367 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6665 loss: 1.6665 2022/08/16 10:25:14 - mmengine - INFO - Epoch(train) [163][200/3757] lr: 1.0000e-03 eta: 1 day, 6:33:14 time: 0.3141 data_time: 0.0189 memory: 9395 grad_norm: 5.8906 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6321 loss: 1.6321 2022/08/16 10:25:46 - mmengine - INFO - Epoch(train) [163][300/3757] lr: 1.0000e-03 eta: 1 day, 6:32:43 time: 0.3154 data_time: 0.0167 memory: 9395 grad_norm: 6.0150 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3887 loss: 1.3887 2022/08/16 10:26:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 10:26:18 - mmengine - INFO - Epoch(train) [163][400/3757] lr: 1.0000e-03 eta: 1 day, 6:32:12 time: 0.3144 data_time: 0.0173 memory: 9395 grad_norm: 5.9937 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5311 loss: 1.5311 2022/08/16 10:26:49 - mmengine - INFO - Epoch(train) [163][500/3757] lr: 1.0000e-03 eta: 1 day, 6:31:41 time: 0.3134 data_time: 0.0169 memory: 9395 grad_norm: 6.0332 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4102 loss: 1.4102 2022/08/16 10:27:21 - mmengine - INFO - Epoch(train) [163][600/3757] lr: 1.0000e-03 eta: 1 day, 6:31:10 time: 0.3135 data_time: 0.0178 memory: 9395 grad_norm: 6.0490 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.3912 loss: 1.3912 2022/08/16 10:27:53 - mmengine - INFO - Epoch(train) [163][700/3757] lr: 1.0000e-03 eta: 1 day, 6:30:40 time: 0.3194 data_time: 0.0188 memory: 9395 grad_norm: 6.1536 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7815 loss: 1.7815 2022/08/16 10:28:24 - mmengine - INFO - Epoch(train) [163][800/3757] lr: 1.0000e-03 eta: 1 day, 6:30:09 time: 0.3143 data_time: 0.0169 memory: 9395 grad_norm: 5.8876 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.5249 loss: 1.5249 2022/08/16 10:28:56 - mmengine - INFO - Epoch(train) [163][900/3757] lr: 1.0000e-03 eta: 1 day, 6:29:38 time: 0.3153 data_time: 0.0189 memory: 9395 grad_norm: 5.9839 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4574 loss: 1.4574 2022/08/16 10:29:28 - mmengine - INFO - Epoch(train) [163][1000/3757] lr: 1.0000e-03 eta: 1 day, 6:29:07 time: 0.3156 data_time: 0.0178 memory: 9395 grad_norm: 6.0394 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4714 loss: 1.4714 2022/08/16 10:29:59 - mmengine - INFO - Epoch(train) [163][1100/3757] lr: 1.0000e-03 eta: 1 day, 6:28:36 time: 0.3144 data_time: 0.0167 memory: 9395 grad_norm: 6.1246 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 1.7735 loss: 1.7735 2022/08/16 10:30:31 - mmengine - INFO - Epoch(train) [163][1200/3757] lr: 1.0000e-03 eta: 1 day, 6:28:05 time: 0.3152 data_time: 0.0165 memory: 9395 grad_norm: 6.0075 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4786 loss: 1.4786 2022/08/16 10:31:03 - mmengine - INFO - Epoch(train) [163][1300/3757] lr: 1.0000e-03 eta: 1 day, 6:27:34 time: 0.3160 data_time: 0.0171 memory: 9395 grad_norm: 5.9147 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5051 loss: 1.5051 2022/08/16 10:31:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 10:31:35 - mmengine - INFO - Epoch(train) [163][1400/3757] lr: 1.0000e-03 eta: 1 day, 6:27:03 time: 0.3172 data_time: 0.0188 memory: 9395 grad_norm: 5.9975 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4192 loss: 1.4192 2022/08/16 10:32:06 - mmengine - INFO - Epoch(train) [163][1500/3757] lr: 1.0000e-03 eta: 1 day, 6:26:32 time: 0.3159 data_time: 0.0171 memory: 9395 grad_norm: 6.1846 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8702 loss: 1.8702 2022/08/16 10:32:38 - mmengine - INFO - Epoch(train) [163][1600/3757] lr: 1.0000e-03 eta: 1 day, 6:26:01 time: 0.3153 data_time: 0.0187 memory: 9395 grad_norm: 6.1582 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7428 loss: 1.7428 2022/08/16 10:33:09 - mmengine - INFO - Epoch(train) [163][1700/3757] lr: 1.0000e-03 eta: 1 day, 6:25:30 time: 0.3139 data_time: 0.0170 memory: 9395 grad_norm: 5.8260 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6349 loss: 1.6349 2022/08/16 10:33:41 - mmengine - INFO - Epoch(train) [163][1800/3757] lr: 1.0000e-03 eta: 1 day, 6:25:00 time: 0.3121 data_time: 0.0171 memory: 9395 grad_norm: 6.1176 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6337 loss: 1.6337 2022/08/16 10:34:13 - mmengine - INFO - Epoch(train) [163][1900/3757] lr: 1.0000e-03 eta: 1 day, 6:24:29 time: 0.3157 data_time: 0.0179 memory: 9395 grad_norm: 6.0443 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4493 loss: 1.4493 2022/08/16 10:34:45 - mmengine - INFO - Epoch(train) [163][2000/3757] lr: 1.0000e-03 eta: 1 day, 6:23:58 time: 0.3151 data_time: 0.0179 memory: 9395 grad_norm: 5.9607 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5672 loss: 1.5672 2022/08/16 10:35:16 - mmengine - INFO - Epoch(train) [163][2100/3757] lr: 1.0000e-03 eta: 1 day, 6:23:27 time: 0.3170 data_time: 0.0175 memory: 9395 grad_norm: 5.9661 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 1.5647 loss: 1.5647 2022/08/16 10:35:48 - mmengine - INFO - Epoch(train) [163][2200/3757] lr: 1.0000e-03 eta: 1 day, 6:22:56 time: 0.3235 data_time: 0.0174 memory: 9395 grad_norm: 6.0216 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4784 loss: 1.4784 2022/08/16 10:36:20 - mmengine - INFO - Epoch(train) [163][2300/3757] lr: 1.0000e-03 eta: 1 day, 6:22:25 time: 0.3141 data_time: 0.0169 memory: 9395 grad_norm: 5.9400 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6542 loss: 1.6542 2022/08/16 10:36:41 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 10:36:52 - mmengine - INFO - Epoch(train) [163][2400/3757] lr: 1.0000e-03 eta: 1 day, 6:21:54 time: 0.3149 data_time: 0.0172 memory: 9395 grad_norm: 6.1343 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3702 loss: 1.3702 2022/08/16 10:37:23 - mmengine - INFO - Epoch(train) [163][2500/3757] lr: 1.0000e-03 eta: 1 day, 6:21:23 time: 0.3168 data_time: 0.0188 memory: 9395 grad_norm: 5.8956 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8870 loss: 1.8870 2022/08/16 10:37:55 - mmengine - INFO - Epoch(train) [163][2600/3757] lr: 1.0000e-03 eta: 1 day, 6:20:52 time: 0.3143 data_time: 0.0172 memory: 9395 grad_norm: 5.9846 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6973 loss: 1.6973 2022/08/16 10:38:27 - mmengine - INFO - Epoch(train) [163][2700/3757] lr: 1.0000e-03 eta: 1 day, 6:20:21 time: 0.3173 data_time: 0.0172 memory: 9395 grad_norm: 6.0028 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4339 loss: 1.4339 2022/08/16 10:38:58 - mmengine - INFO - Epoch(train) [163][2800/3757] lr: 1.0000e-03 eta: 1 day, 6:19:51 time: 0.3151 data_time: 0.0187 memory: 9395 grad_norm: 6.0716 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6425 loss: 1.6425 2022/08/16 10:39:30 - mmengine - INFO - Epoch(train) [163][2900/3757] lr: 1.0000e-03 eta: 1 day, 6:19:20 time: 0.3154 data_time: 0.0179 memory: 9395 grad_norm: 6.2476 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6816 loss: 1.6816 2022/08/16 10:40:02 - mmengine - INFO - Epoch(train) [163][3000/3757] lr: 1.0000e-03 eta: 1 day, 6:18:49 time: 0.3131 data_time: 0.0171 memory: 9395 grad_norm: 5.8906 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6232 loss: 1.6232 2022/08/16 10:40:33 - mmengine - INFO - Epoch(train) [163][3100/3757] lr: 1.0000e-03 eta: 1 day, 6:18:18 time: 0.3128 data_time: 0.0166 memory: 9395 grad_norm: 6.1320 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5435 loss: 1.5435 2022/08/16 10:41:05 - mmengine - INFO - Epoch(train) [163][3200/3757] lr: 1.0000e-03 eta: 1 day, 6:17:47 time: 0.3168 data_time: 0.0191 memory: 9395 grad_norm: 5.8974 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4604 loss: 1.4604 2022/08/16 10:41:36 - mmengine - INFO - Epoch(train) [163][3300/3757] lr: 1.0000e-03 eta: 1 day, 6:17:16 time: 0.3171 data_time: 0.0175 memory: 9395 grad_norm: 5.9599 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3401 loss: 1.3401 2022/08/16 10:41:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 10:42:08 - mmengine - INFO - Epoch(train) [163][3400/3757] lr: 1.0000e-03 eta: 1 day, 6:16:45 time: 0.3170 data_time: 0.0181 memory: 9395 grad_norm: 6.1896 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7212 loss: 1.7212 2022/08/16 10:42:40 - mmengine - INFO - Epoch(train) [163][3500/3757] lr: 1.0000e-03 eta: 1 day, 6:16:14 time: 0.3155 data_time: 0.0169 memory: 9395 grad_norm: 6.0945 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4729 loss: 1.4729 2022/08/16 10:43:11 - mmengine - INFO - Epoch(train) [163][3600/3757] lr: 1.0000e-03 eta: 1 day, 6:15:43 time: 0.3158 data_time: 0.0174 memory: 9395 grad_norm: 6.0595 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8002 loss: 1.8002 2022/08/16 10:43:43 - mmengine - INFO - Epoch(train) [163][3700/3757] lr: 1.0000e-03 eta: 1 day, 6:15:12 time: 0.3138 data_time: 0.0164 memory: 9395 grad_norm: 6.2167 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5816 loss: 1.5816 2022/08/16 10:44:01 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 10:44:01 - mmengine - INFO - Epoch(train) [163][3757/3757] lr: 1.0000e-03 eta: 1 day, 6:15:00 time: 0.3085 data_time: 0.0176 memory: 9395 grad_norm: 5.9084 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 1.3951 loss: 1.3951 2022/08/16 10:44:34 - mmengine - INFO - Epoch(train) [164][100/3757] lr: 1.0000e-03 eta: 1 day, 6:14:21 time: 0.3150 data_time: 0.0163 memory: 9395 grad_norm: 5.8483 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.7248 loss: 1.7248 2022/08/16 10:45:06 - mmengine - INFO - Epoch(train) [164][200/3757] lr: 1.0000e-03 eta: 1 day, 6:13:51 time: 0.3160 data_time: 0.0185 memory: 9395 grad_norm: 5.8626 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5658 loss: 1.5658 2022/08/16 10:45:38 - mmengine - INFO - Epoch(train) [164][300/3757] lr: 1.0000e-03 eta: 1 day, 6:13:20 time: 0.3163 data_time: 0.0166 memory: 9395 grad_norm: 6.1200 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6309 loss: 1.6309 2022/08/16 10:46:09 - mmengine - INFO - Epoch(train) [164][400/3757] lr: 1.0000e-03 eta: 1 day, 6:12:49 time: 0.3157 data_time: 0.0186 memory: 9395 grad_norm: 6.2850 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7221 loss: 1.7221 2022/08/16 10:46:41 - mmengine - INFO - Epoch(train) [164][500/3757] lr: 1.0000e-03 eta: 1 day, 6:12:18 time: 0.3146 data_time: 0.0179 memory: 9395 grad_norm: 6.0682 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6365 loss: 1.6365 2022/08/16 10:47:13 - mmengine - INFO - Epoch(train) [164][600/3757] lr: 1.0000e-03 eta: 1 day, 6:11:47 time: 0.3139 data_time: 0.0173 memory: 9395 grad_norm: 6.1556 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5797 loss: 1.5797 2022/08/16 10:47:16 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 10:47:45 - mmengine - INFO - Epoch(train) [164][700/3757] lr: 1.0000e-03 eta: 1 day, 6:11:16 time: 0.3148 data_time: 0.0177 memory: 9395 grad_norm: 5.9987 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5689 loss: 1.5689 2022/08/16 10:48:17 - mmengine - INFO - Epoch(train) [164][800/3757] lr: 1.0000e-03 eta: 1 day, 6:10:45 time: 0.3207 data_time: 0.0169 memory: 9395 grad_norm: 6.1799 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4427 loss: 1.4427 2022/08/16 10:48:48 - mmengine - INFO - Epoch(train) [164][900/3757] lr: 1.0000e-03 eta: 1 day, 6:10:14 time: 0.3149 data_time: 0.0189 memory: 9395 grad_norm: 6.0047 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6595 loss: 1.6595 2022/08/16 10:49:20 - mmengine - INFO - Epoch(train) [164][1000/3757] lr: 1.0000e-03 eta: 1 day, 6:09:43 time: 0.3174 data_time: 0.0177 memory: 9395 grad_norm: 5.9785 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4387 loss: 1.4387 2022/08/16 10:49:52 - mmengine - INFO - Epoch(train) [164][1100/3757] lr: 1.0000e-03 eta: 1 day, 6:09:12 time: 0.3117 data_time: 0.0169 memory: 9395 grad_norm: 6.2294 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3466 loss: 1.3466 2022/08/16 10:50:23 - mmengine - INFO - Epoch(train) [164][1200/3757] lr: 1.0000e-03 eta: 1 day, 6:08:41 time: 0.3151 data_time: 0.0176 memory: 9395 grad_norm: 5.8691 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5390 loss: 1.5390 2022/08/16 10:50:55 - mmengine - INFO - Epoch(train) [164][1300/3757] lr: 1.0000e-03 eta: 1 day, 6:08:11 time: 0.3162 data_time: 0.0183 memory: 9395 grad_norm: 6.1199 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4354 loss: 1.4354 2022/08/16 10:51:27 - mmengine - INFO - Epoch(train) [164][1400/3757] lr: 1.0000e-03 eta: 1 day, 6:07:40 time: 0.3148 data_time: 0.0165 memory: 9395 grad_norm: 6.2175 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8063 loss: 1.8063 2022/08/16 10:51:58 - mmengine - INFO - Epoch(train) [164][1500/3757] lr: 1.0000e-03 eta: 1 day, 6:07:09 time: 0.3195 data_time: 0.0192 memory: 9395 grad_norm: 6.0458 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.6913 loss: 1.6913 2022/08/16 10:52:30 - mmengine - INFO - Epoch(train) [164][1600/3757] lr: 1.0000e-03 eta: 1 day, 6:06:38 time: 0.3149 data_time: 0.0163 memory: 9395 grad_norm: 6.1403 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5094 loss: 1.5094 2022/08/16 10:52:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 10:53:01 - mmengine - INFO - Epoch(train) [164][1700/3757] lr: 1.0000e-03 eta: 1 day, 6:06:07 time: 0.3140 data_time: 0.0174 memory: 9395 grad_norm: 6.1437 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8125 loss: 1.8125 2022/08/16 10:53:33 - mmengine - INFO - Epoch(train) [164][1800/3757] lr: 1.0000e-03 eta: 1 day, 6:05:36 time: 0.3144 data_time: 0.0168 memory: 9395 grad_norm: 6.1197 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8470 loss: 1.8470 2022/08/16 10:54:05 - mmengine - INFO - Epoch(train) [164][1900/3757] lr: 1.0000e-03 eta: 1 day, 6:05:05 time: 0.3130 data_time: 0.0176 memory: 9395 grad_norm: 5.9918 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7392 loss: 1.7392 2022/08/16 10:54:37 - mmengine - INFO - Epoch(train) [164][2000/3757] lr: 1.0000e-03 eta: 1 day, 6:04:34 time: 0.3148 data_time: 0.0181 memory: 9395 grad_norm: 6.0613 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8097 loss: 1.8097 2022/08/16 10:55:08 - mmengine - INFO - Epoch(train) [164][2100/3757] lr: 1.0000e-03 eta: 1 day, 6:04:03 time: 0.3154 data_time: 0.0172 memory: 9395 grad_norm: 5.8536 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7502 loss: 1.7502 2022/08/16 10:55:40 - mmengine - INFO - Epoch(train) [164][2200/3757] lr: 1.0000e-03 eta: 1 day, 6:03:32 time: 0.3161 data_time: 0.0175 memory: 9395 grad_norm: 6.1509 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.5103 loss: 1.5103 2022/08/16 10:56:12 - mmengine - INFO - Epoch(train) [164][2300/3757] lr: 1.0000e-03 eta: 1 day, 6:03:01 time: 0.3148 data_time: 0.0174 memory: 9395 grad_norm: 6.0218 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5118 loss: 1.5118 2022/08/16 10:56:43 - mmengine - INFO - Epoch(train) [164][2400/3757] lr: 1.0000e-03 eta: 1 day, 6:02:30 time: 0.3148 data_time: 0.0168 memory: 9395 grad_norm: 6.0579 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6745 loss: 1.6745 2022/08/16 10:57:15 - mmengine - INFO - Epoch(train) [164][2500/3757] lr: 1.0000e-03 eta: 1 day, 6:01:59 time: 0.3154 data_time: 0.0170 memory: 9395 grad_norm: 6.1695 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5375 loss: 1.5375 2022/08/16 10:57:47 - mmengine - INFO - Epoch(train) [164][2600/3757] lr: 1.0000e-03 eta: 1 day, 6:01:29 time: 0.3151 data_time: 0.0169 memory: 9395 grad_norm: 6.3070 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7163 loss: 1.7163 2022/08/16 10:57:50 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 10:58:18 - mmengine - INFO - Epoch(train) [164][2700/3757] lr: 1.0000e-03 eta: 1 day, 6:00:58 time: 0.3149 data_time: 0.0175 memory: 9395 grad_norm: 5.9557 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4682 loss: 1.4682 2022/08/16 10:58:50 - mmengine - INFO - Epoch(train) [164][2800/3757] lr: 1.0000e-03 eta: 1 day, 6:00:27 time: 0.3159 data_time: 0.0176 memory: 9395 grad_norm: 6.2471 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4446 loss: 1.4446 2022/08/16 10:59:22 - mmengine - INFO - Epoch(train) [164][2900/3757] lr: 1.0000e-03 eta: 1 day, 5:59:56 time: 0.3138 data_time: 0.0178 memory: 9395 grad_norm: 5.9154 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.5085 loss: 1.5085 2022/08/16 10:59:54 - mmengine - INFO - Epoch(train) [164][3000/3757] lr: 1.0000e-03 eta: 1 day, 5:59:25 time: 0.3147 data_time: 0.0174 memory: 9395 grad_norm: 5.9999 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5204 loss: 1.5204 2022/08/16 11:00:25 - mmengine - INFO - Epoch(train) [164][3100/3757] lr: 1.0000e-03 eta: 1 day, 5:58:54 time: 0.3158 data_time: 0.0183 memory: 9395 grad_norm: 6.0580 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5150 loss: 1.5150 2022/08/16 11:00:57 - mmengine - INFO - Epoch(train) [164][3200/3757] lr: 1.0000e-03 eta: 1 day, 5:58:23 time: 0.3135 data_time: 0.0163 memory: 9395 grad_norm: 6.1021 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5184 loss: 1.5184 2022/08/16 11:01:29 - mmengine - INFO - Epoch(train) [164][3300/3757] lr: 1.0000e-03 eta: 1 day, 5:57:52 time: 0.3169 data_time: 0.0178 memory: 9395 grad_norm: 6.0522 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6030 loss: 1.6030 2022/08/16 11:02:00 - mmengine - INFO - Epoch(train) [164][3400/3757] lr: 1.0000e-03 eta: 1 day, 5:57:21 time: 0.3147 data_time: 0.0172 memory: 9395 grad_norm: 6.0771 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7802 loss: 1.7802 2022/08/16 11:02:32 - mmengine - INFO - Epoch(train) [164][3500/3757] lr: 1.0000e-03 eta: 1 day, 5:56:50 time: 0.3139 data_time: 0.0170 memory: 9395 grad_norm: 6.4930 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7427 loss: 1.7427 2022/08/16 11:03:04 - mmengine - INFO - Epoch(train) [164][3600/3757] lr: 1.0000e-03 eta: 1 day, 5:56:19 time: 0.3142 data_time: 0.0171 memory: 9395 grad_norm: 6.3632 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9025 loss: 1.9025 2022/08/16 11:03:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 11:03:35 - mmengine - INFO - Epoch(train) [164][3700/3757] lr: 1.0000e-03 eta: 1 day, 5:55:49 time: 0.3142 data_time: 0.0180 memory: 9395 grad_norm: 6.3775 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6200 loss: 1.6200 2022/08/16 11:03:53 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 11:03:53 - mmengine - INFO - Epoch(train) [164][3757/3757] lr: 1.0000e-03 eta: 1 day, 5:55:36 time: 0.3098 data_time: 0.0178 memory: 9395 grad_norm: 6.1174 top1_acc: 0.2857 top5_acc: 0.8571 loss_cls: 1.3360 loss: 1.3360 2022/08/16 11:03:54 - mmengine - INFO - Saving checkpoint at 164 epochs 2022/08/16 11:04:28 - mmengine - INFO - Epoch(train) [165][100/3757] lr: 1.0000e-03 eta: 1 day, 5:54:58 time: 0.3171 data_time: 0.0179 memory: 9395 grad_norm: 5.8710 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4287 loss: 1.4287 2022/08/16 11:05:00 - mmengine - INFO - Epoch(train) [165][200/3757] lr: 1.0000e-03 eta: 1 day, 5:54:27 time: 0.3160 data_time: 0.0175 memory: 9395 grad_norm: 6.2473 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4556 loss: 1.4556 2022/08/16 11:05:32 - mmengine - INFO - Epoch(train) [165][300/3757] lr: 1.0000e-03 eta: 1 day, 5:53:56 time: 0.3170 data_time: 0.0196 memory: 9395 grad_norm: 6.0099 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6505 loss: 1.6505 2022/08/16 11:06:03 - mmengine - INFO - Epoch(train) [165][400/3757] lr: 1.0000e-03 eta: 1 day, 5:53:25 time: 0.3157 data_time: 0.0186 memory: 9395 grad_norm: 6.0421 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.3972 loss: 1.3972 2022/08/16 11:06:35 - mmengine - INFO - Epoch(train) [165][500/3757] lr: 1.0000e-03 eta: 1 day, 5:52:54 time: 0.3135 data_time: 0.0174 memory: 9395 grad_norm: 6.0110 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6069 loss: 1.6069 2022/08/16 11:07:07 - mmengine - INFO - Epoch(train) [165][600/3757] lr: 1.0000e-03 eta: 1 day, 5:52:23 time: 0.3168 data_time: 0.0186 memory: 9395 grad_norm: 6.0711 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4891 loss: 1.4891 2022/08/16 11:07:38 - mmengine - INFO - Epoch(train) [165][700/3757] lr: 1.0000e-03 eta: 1 day, 5:51:52 time: 0.3145 data_time: 0.0181 memory: 9395 grad_norm: 6.1340 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4068 loss: 1.4068 2022/08/16 11:08:10 - mmengine - INFO - Epoch(train) [165][800/3757] lr: 1.0000e-03 eta: 1 day, 5:51:21 time: 0.3152 data_time: 0.0173 memory: 9395 grad_norm: 6.2469 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2849 loss: 1.2849 2022/08/16 11:08:26 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 11:08:42 - mmengine - INFO - Epoch(train) [165][900/3757] lr: 1.0000e-03 eta: 1 day, 5:50:50 time: 0.3173 data_time: 0.0179 memory: 9395 grad_norm: 6.0613 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5611 loss: 1.5611 2022/08/16 11:09:13 - mmengine - INFO - Epoch(train) [165][1000/3757] lr: 1.0000e-03 eta: 1 day, 5:50:19 time: 0.3156 data_time: 0.0169 memory: 9395 grad_norm: 6.3167 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7222 loss: 1.7222 2022/08/16 11:09:45 - mmengine - INFO - Epoch(train) [165][1100/3757] lr: 1.0000e-03 eta: 1 day, 5:49:48 time: 0.3145 data_time: 0.0172 memory: 9395 grad_norm: 6.2152 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.4629 loss: 1.4629 2022/08/16 11:10:17 - mmengine - INFO - Epoch(train) [165][1200/3757] lr: 1.0000e-03 eta: 1 day, 5:49:18 time: 0.3145 data_time: 0.0187 memory: 9395 grad_norm: 5.8528 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4854 loss: 1.4854 2022/08/16 11:10:48 - mmengine - INFO - Epoch(train) [165][1300/3757] lr: 1.0000e-03 eta: 1 day, 5:48:47 time: 0.3146 data_time: 0.0167 memory: 9395 grad_norm: 5.8958 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8210 loss: 1.8210 2022/08/16 11:11:20 - mmengine - INFO - Epoch(train) [165][1400/3757] lr: 1.0000e-03 eta: 1 day, 5:48:16 time: 0.3223 data_time: 0.0180 memory: 9395 grad_norm: 6.0522 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4848 loss: 1.4848 2022/08/16 11:11:52 - mmengine - INFO - Epoch(train) [165][1500/3757] lr: 1.0000e-03 eta: 1 day, 5:47:45 time: 0.3151 data_time: 0.0177 memory: 9395 grad_norm: 6.1609 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4454 loss: 1.4454 2022/08/16 11:12:24 - mmengine - INFO - Epoch(train) [165][1600/3757] lr: 1.0000e-03 eta: 1 day, 5:47:14 time: 0.3142 data_time: 0.0168 memory: 9395 grad_norm: 6.1281 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6763 loss: 1.6763 2022/08/16 11:12:55 - mmengine - INFO - Epoch(train) [165][1700/3757] lr: 1.0000e-03 eta: 1 day, 5:46:43 time: 0.3166 data_time: 0.0172 memory: 9395 grad_norm: 6.2448 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5368 loss: 1.5368 2022/08/16 11:13:27 - mmengine - INFO - Epoch(train) [165][1800/3757] lr: 1.0000e-03 eta: 1 day, 5:46:12 time: 0.3155 data_time: 0.0171 memory: 9395 grad_norm: 5.8157 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4037 loss: 1.4037 2022/08/16 11:13:44 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 11:13:59 - mmengine - INFO - Epoch(train) [165][1900/3757] lr: 1.0000e-03 eta: 1 day, 5:45:41 time: 0.3150 data_time: 0.0182 memory: 9395 grad_norm: 6.1687 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.3883 loss: 1.3883 2022/08/16 11:14:30 - mmengine - INFO - Epoch(train) [165][2000/3757] lr: 1.0000e-03 eta: 1 day, 5:45:10 time: 0.3139 data_time: 0.0174 memory: 9395 grad_norm: 5.8893 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4239 loss: 1.4239 2022/08/16 11:15:02 - mmengine - INFO - Epoch(train) [165][2100/3757] lr: 1.0000e-03 eta: 1 day, 5:44:39 time: 0.3153 data_time: 0.0172 memory: 9395 grad_norm: 6.1028 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3377 loss: 1.3377 2022/08/16 11:15:34 - mmengine - INFO - Epoch(train) [165][2200/3757] lr: 1.0000e-03 eta: 1 day, 5:44:08 time: 0.3149 data_time: 0.0170 memory: 9395 grad_norm: 6.3339 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5903 loss: 1.5903 2022/08/16 11:16:05 - mmengine - INFO - Epoch(train) [165][2300/3757] lr: 1.0000e-03 eta: 1 day, 5:43:37 time: 0.3149 data_time: 0.0177 memory: 9395 grad_norm: 6.0228 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6198 loss: 1.6198 2022/08/16 11:16:37 - mmengine - INFO - Epoch(train) [165][2400/3757] lr: 1.0000e-03 eta: 1 day, 5:43:06 time: 0.3182 data_time: 0.0183 memory: 9395 grad_norm: 6.0315 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7357 loss: 1.7357 2022/08/16 11:17:09 - mmengine - INFO - Epoch(train) [165][2500/3757] lr: 1.0000e-03 eta: 1 day, 5:42:36 time: 0.3165 data_time: 0.0180 memory: 9395 grad_norm: 6.2394 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8392 loss: 1.8392 2022/08/16 11:17:40 - mmengine - INFO - Epoch(train) [165][2600/3757] lr: 1.0000e-03 eta: 1 day, 5:42:05 time: 0.3172 data_time: 0.0182 memory: 9395 grad_norm: 6.2289 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8588 loss: 1.8588 2022/08/16 11:18:12 - mmengine - INFO - Epoch(train) [165][2700/3757] lr: 1.0000e-03 eta: 1 day, 5:41:34 time: 0.3142 data_time: 0.0164 memory: 9395 grad_norm: 6.1815 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3380 loss: 1.3380 2022/08/16 11:18:44 - mmengine - INFO - Epoch(train) [165][2800/3757] lr: 1.0000e-03 eta: 1 day, 5:41:03 time: 0.3150 data_time: 0.0167 memory: 9395 grad_norm: 6.2366 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3483 loss: 1.3483 2022/08/16 11:19:01 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 11:19:16 - mmengine - INFO - Epoch(train) [165][2900/3757] lr: 1.0000e-03 eta: 1 day, 5:40:32 time: 0.3150 data_time: 0.0171 memory: 9395 grad_norm: 6.0532 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6830 loss: 1.6830 2022/08/16 11:19:48 - mmengine - INFO - Epoch(train) [165][3000/3757] lr: 1.0000e-03 eta: 1 day, 5:40:01 time: 0.3152 data_time: 0.0169 memory: 9395 grad_norm: 5.9296 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5440 loss: 1.5440 2022/08/16 11:20:19 - mmengine - INFO - Epoch(train) [165][3100/3757] lr: 1.0000e-03 eta: 1 day, 5:39:30 time: 0.3165 data_time: 0.0185 memory: 9395 grad_norm: 6.0604 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5618 loss: 1.5618 2022/08/16 11:20:51 - mmengine - INFO - Epoch(train) [165][3200/3757] lr: 1.0000e-03 eta: 1 day, 5:38:59 time: 0.3174 data_time: 0.0169 memory: 9395 grad_norm: 6.1050 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.2596 loss: 1.2596 2022/08/16 11:21:23 - mmengine - INFO - Epoch(train) [165][3300/3757] lr: 1.0000e-03 eta: 1 day, 5:38:28 time: 0.3157 data_time: 0.0188 memory: 9395 grad_norm: 6.3584 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3748 loss: 1.3748 2022/08/16 11:21:55 - mmengine - INFO - Epoch(train) [165][3400/3757] lr: 1.0000e-03 eta: 1 day, 5:37:58 time: 0.3157 data_time: 0.0166 memory: 9395 grad_norm: 6.2635 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6970 loss: 1.6970 2022/08/16 11:22:26 - mmengine - INFO - Epoch(train) [165][3500/3757] lr: 1.0000e-03 eta: 1 day, 5:37:27 time: 0.3144 data_time: 0.0170 memory: 9395 grad_norm: 6.1240 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5178 loss: 1.5178 2022/08/16 11:22:58 - mmengine - INFO - Epoch(train) [165][3600/3757] lr: 1.0000e-03 eta: 1 day, 5:36:56 time: 0.3150 data_time: 0.0172 memory: 9395 grad_norm: 6.2262 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.7700 loss: 1.7700 2022/08/16 11:23:30 - mmengine - INFO - Epoch(train) [165][3700/3757] lr: 1.0000e-03 eta: 1 day, 5:36:25 time: 0.3164 data_time: 0.0190 memory: 9395 grad_norm: 5.9430 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6081 loss: 1.6081 2022/08/16 11:23:48 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 11:23:48 - mmengine - INFO - Epoch(train) [165][3757/3757] lr: 1.0000e-03 eta: 1 day, 5:36:13 time: 0.3175 data_time: 0.0185 memory: 9395 grad_norm: 6.1288 top1_acc: 0.1429 top5_acc: 0.8571 loss_cls: 1.5013 loss: 1.5013 2022/08/16 11:24:06 - mmengine - INFO - Epoch(val) [165][100/310] eta: 0:00:36 time: 0.1719 data_time: 0.0721 memory: 1523 2022/08/16 11:24:24 - mmengine - INFO - Epoch(val) [165][200/310] eta: 0:00:16 time: 0.1533 data_time: 0.0533 memory: 1523 2022/08/16 11:24:40 - mmengine - INFO - Epoch(val) [165][300/310] eta: 0:00:01 time: 0.1708 data_time: 0.0706 memory: 1523 2022/08/16 11:24:44 - mmengine - INFO - Epoch(val) [165][310/310] acc/top1: 0.6691 acc/top5: 0.8734 acc/mean1: 0.6691 2022/08/16 11:24:45 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr/best_acc/top1_epoch_161.pth is removed 2022/08/16 11:24:46 - mmengine - INFO - The best checkpoint with 0.6691 acc/top1 at 166 epoch is saved to best_acc/top1_epoch_166.pth. 2022/08/16 11:25:17 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 11:25:19 - mmengine - INFO - Epoch(train) [166][100/3757] lr: 1.0000e-03 eta: 1 day, 5:35:34 time: 0.3179 data_time: 0.0212 memory: 9395 grad_norm: 6.5067 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 1.5946 loss: 1.5946 2022/08/16 11:25:51 - mmengine - INFO - Epoch(train) [166][200/3757] lr: 1.0000e-03 eta: 1 day, 5:35:03 time: 0.3161 data_time: 0.0161 memory: 9395 grad_norm: 6.0516 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5989 loss: 1.5989 2022/08/16 11:26:22 - mmengine - INFO - Epoch(train) [166][300/3757] lr: 1.0000e-03 eta: 1 day, 5:34:32 time: 0.3161 data_time: 0.0181 memory: 9395 grad_norm: 6.1101 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7803 loss: 1.7803 2022/08/16 11:26:54 - mmengine - INFO - Epoch(train) [166][400/3757] lr: 1.0000e-03 eta: 1 day, 5:34:01 time: 0.3148 data_time: 0.0186 memory: 9395 grad_norm: 6.1802 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5507 loss: 1.5507 2022/08/16 11:27:26 - mmengine - INFO - Epoch(train) [166][500/3757] lr: 1.0000e-03 eta: 1 day, 5:33:30 time: 0.3150 data_time: 0.0176 memory: 9395 grad_norm: 6.3140 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7837 loss: 1.7837 2022/08/16 11:27:57 - mmengine - INFO - Epoch(train) [166][600/3757] lr: 1.0000e-03 eta: 1 day, 5:32:59 time: 0.3136 data_time: 0.0179 memory: 9395 grad_norm: 6.2515 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7820 loss: 1.7820 2022/08/16 11:28:29 - mmengine - INFO - Epoch(train) [166][700/3757] lr: 1.0000e-03 eta: 1 day, 5:32:28 time: 0.3184 data_time: 0.0169 memory: 9395 grad_norm: 5.9854 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4049 loss: 1.4049 2022/08/16 11:29:01 - mmengine - INFO - Epoch(train) [166][800/3757] lr: 1.0000e-03 eta: 1 day, 5:31:57 time: 0.3160 data_time: 0.0189 memory: 9395 grad_norm: 6.2844 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4528 loss: 1.4528 2022/08/16 11:29:32 - mmengine - INFO - Epoch(train) [166][900/3757] lr: 1.0000e-03 eta: 1 day, 5:31:27 time: 0.3155 data_time: 0.0169 memory: 9395 grad_norm: 6.2798 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2138 loss: 1.2138 2022/08/16 11:30:04 - mmengine - INFO - Epoch(train) [166][1000/3757] lr: 1.0000e-03 eta: 1 day, 5:30:56 time: 0.3167 data_time: 0.0166 memory: 9395 grad_norm: 6.2028 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4912 loss: 1.4912 2022/08/16 11:30:34 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 11:30:36 - mmengine - INFO - Epoch(train) [166][1100/3757] lr: 1.0000e-03 eta: 1 day, 5:30:25 time: 0.3157 data_time: 0.0169 memory: 9395 grad_norm: 6.1747 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5808 loss: 1.5808 2022/08/16 11:31:08 - mmengine - INFO - Epoch(train) [166][1200/3757] lr: 1.0000e-03 eta: 1 day, 5:29:54 time: 0.3149 data_time: 0.0175 memory: 9395 grad_norm: 6.5043 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.4468 loss: 1.4468 2022/08/16 11:31:39 - mmengine - INFO - Epoch(train) [166][1300/3757] lr: 1.0000e-03 eta: 1 day, 5:29:23 time: 0.3165 data_time: 0.0187 memory: 9395 grad_norm: 6.2355 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4077 loss: 1.4077 2022/08/16 11:32:11 - mmengine - INFO - Epoch(train) [166][1400/3757] lr: 1.0000e-03 eta: 1 day, 5:28:52 time: 0.3173 data_time: 0.0178 memory: 9395 grad_norm: 6.1776 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3593 loss: 1.3593 2022/08/16 11:32:43 - mmengine - INFO - Epoch(train) [166][1500/3757] lr: 1.0000e-03 eta: 1 day, 5:28:21 time: 0.3166 data_time: 0.0193 memory: 9395 grad_norm: 6.2098 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.8789 loss: 1.8789 2022/08/16 11:33:14 - mmengine - INFO - Epoch(train) [166][1600/3757] lr: 1.0000e-03 eta: 1 day, 5:27:50 time: 0.3152 data_time: 0.0173 memory: 9395 grad_norm: 6.2626 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4633 loss: 1.4633 2022/08/16 11:33:46 - mmengine - INFO - Epoch(train) [166][1700/3757] lr: 1.0000e-03 eta: 1 day, 5:27:19 time: 0.3140 data_time: 0.0172 memory: 9395 grad_norm: 6.1981 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6675 loss: 1.6675 2022/08/16 11:34:18 - mmengine - INFO - Epoch(train) [166][1800/3757] lr: 1.0000e-03 eta: 1 day, 5:26:48 time: 0.3138 data_time: 0.0167 memory: 9395 grad_norm: 6.1340 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3570 loss: 1.3570 2022/08/16 11:34:50 - mmengine - INFO - Epoch(train) [166][1900/3757] lr: 1.0000e-03 eta: 1 day, 5:26:17 time: 0.3144 data_time: 0.0167 memory: 9395 grad_norm: 6.5023 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6229 loss: 1.6229 2022/08/16 11:35:21 - mmengine - INFO - Epoch(train) [166][2000/3757] lr: 1.0000e-03 eta: 1 day, 5:25:47 time: 0.3174 data_time: 0.0189 memory: 9395 grad_norm: 6.5069 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6059 loss: 1.6059 2022/08/16 11:35:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 11:35:53 - mmengine - INFO - Epoch(train) [166][2100/3757] lr: 1.0000e-03 eta: 1 day, 5:25:16 time: 0.3159 data_time: 0.0169 memory: 9395 grad_norm: 6.3474 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4615 loss: 1.4615 2022/08/16 11:36:25 - mmengine - INFO - Epoch(train) [166][2200/3757] lr: 1.0000e-03 eta: 1 day, 5:24:45 time: 0.3156 data_time: 0.0190 memory: 9395 grad_norm: 6.2859 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4996 loss: 1.4996 2022/08/16 11:36:57 - mmengine - INFO - Epoch(train) [166][2300/3757] lr: 1.0000e-03 eta: 1 day, 5:24:14 time: 0.3147 data_time: 0.0179 memory: 9395 grad_norm: 6.0325 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5644 loss: 1.5644 2022/08/16 11:37:29 - mmengine - INFO - Epoch(train) [166][2400/3757] lr: 1.0000e-03 eta: 1 day, 5:23:43 time: 0.3168 data_time: 0.0173 memory: 9395 grad_norm: 6.4981 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5421 loss: 1.5421 2022/08/16 11:38:01 - mmengine - INFO - Epoch(train) [166][2500/3757] lr: 1.0000e-03 eta: 1 day, 5:23:12 time: 0.3206 data_time: 0.0186 memory: 9395 grad_norm: 6.2254 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4083 loss: 1.4083 2022/08/16 11:38:32 - mmengine - INFO - Epoch(train) [166][2600/3757] lr: 1.0000e-03 eta: 1 day, 5:22:41 time: 0.3147 data_time: 0.0176 memory: 9395 grad_norm: 6.2573 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5609 loss: 1.5609 2022/08/16 11:39:04 - mmengine - INFO - Epoch(train) [166][2700/3757] lr: 1.0000e-03 eta: 1 day, 5:22:10 time: 0.3189 data_time: 0.0185 memory: 9395 grad_norm: 6.1154 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2615 loss: 1.2615 2022/08/16 11:39:36 - mmengine - INFO - Epoch(train) [166][2800/3757] lr: 1.0000e-03 eta: 1 day, 5:21:39 time: 0.3155 data_time: 0.0170 memory: 9395 grad_norm: 6.2021 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.6637 loss: 1.6637 2022/08/16 11:40:07 - mmengine - INFO - Epoch(train) [166][2900/3757] lr: 1.0000e-03 eta: 1 day, 5:21:09 time: 0.3152 data_time: 0.0180 memory: 9395 grad_norm: 5.9800 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5839 loss: 1.5839 2022/08/16 11:40:39 - mmengine - INFO - Epoch(train) [166][3000/3757] lr: 1.0000e-03 eta: 1 day, 5:20:38 time: 0.3198 data_time: 0.0172 memory: 9395 grad_norm: 6.2554 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6034 loss: 1.6034 2022/08/16 11:41:09 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 11:41:11 - mmengine - INFO - Epoch(train) [166][3100/3757] lr: 1.0000e-03 eta: 1 day, 5:20:07 time: 0.3176 data_time: 0.0174 memory: 9395 grad_norm: 6.2621 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7662 loss: 1.7662 2022/08/16 11:41:43 - mmengine - INFO - Epoch(train) [166][3200/3757] lr: 1.0000e-03 eta: 1 day, 5:19:36 time: 0.3193 data_time: 0.0171 memory: 9395 grad_norm: 6.4854 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7852 loss: 1.7852 2022/08/16 11:42:14 - mmengine - INFO - Epoch(train) [166][3300/3757] lr: 1.0000e-03 eta: 1 day, 5:19:05 time: 0.3162 data_time: 0.0179 memory: 9395 grad_norm: 6.2763 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5872 loss: 1.5872 2022/08/16 11:42:46 - mmengine - INFO - Epoch(train) [166][3400/3757] lr: 1.0000e-03 eta: 1 day, 5:18:34 time: 0.3154 data_time: 0.0186 memory: 9395 grad_norm: 6.1121 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2901 loss: 1.2901 2022/08/16 11:43:18 - mmengine - INFO - Epoch(train) [166][3500/3757] lr: 1.0000e-03 eta: 1 day, 5:18:03 time: 0.3138 data_time: 0.0172 memory: 9395 grad_norm: 6.4194 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.2698 loss: 1.2698 2022/08/16 11:43:50 - mmengine - INFO - Epoch(train) [166][3600/3757] lr: 1.0000e-03 eta: 1 day, 5:17:32 time: 0.3146 data_time: 0.0171 memory: 9395 grad_norm: 6.1097 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.3582 loss: 1.3582 2022/08/16 11:44:22 - mmengine - INFO - Epoch(train) [166][3700/3757] lr: 1.0000e-03 eta: 1 day, 5:17:02 time: 0.3203 data_time: 0.0187 memory: 9395 grad_norm: 6.4366 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6623 loss: 1.6623 2022/08/16 11:44:40 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 11:44:40 - mmengine - INFO - Epoch(train) [166][3757/3757] lr: 1.0000e-03 eta: 1 day, 5:16:49 time: 0.3102 data_time: 0.0190 memory: 9395 grad_norm: 6.2047 top1_acc: 0.4286 top5_acc: 0.8571 loss_cls: 1.5310 loss: 1.5310 2022/08/16 11:45:13 - mmengine - INFO - Epoch(train) [167][100/3757] lr: 1.0000e-03 eta: 1 day, 5:16:11 time: 0.3158 data_time: 0.0193 memory: 9395 grad_norm: 6.2547 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6416 loss: 1.6416 2022/08/16 11:45:45 - mmengine - INFO - Epoch(train) [167][200/3757] lr: 1.0000e-03 eta: 1 day, 5:15:40 time: 0.3165 data_time: 0.0174 memory: 9395 grad_norm: 6.0965 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3980 loss: 1.3980 2022/08/16 11:46:17 - mmengine - INFO - Epoch(train) [167][300/3757] lr: 1.0000e-03 eta: 1 day, 5:15:09 time: 0.3140 data_time: 0.0164 memory: 9395 grad_norm: 6.2586 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4753 loss: 1.4753 2022/08/16 11:46:29 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 11:46:49 - mmengine - INFO - Epoch(train) [167][400/3757] lr: 1.0000e-03 eta: 1 day, 5:14:38 time: 0.3134 data_time: 0.0175 memory: 9395 grad_norm: 6.0895 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5387 loss: 1.5387 2022/08/16 11:47:20 - mmengine - INFO - Epoch(train) [167][500/3757] lr: 1.0000e-03 eta: 1 day, 5:14:07 time: 0.3195 data_time: 0.0203 memory: 9395 grad_norm: 6.4116 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6078 loss: 1.6078 2022/08/16 11:47:52 - mmengine - INFO - Epoch(train) [167][600/3757] lr: 1.0000e-03 eta: 1 day, 5:13:36 time: 0.3166 data_time: 0.0181 memory: 9395 grad_norm: 6.2857 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.7896 loss: 1.7896 2022/08/16 11:48:24 - mmengine - INFO - Epoch(train) [167][700/3757] lr: 1.0000e-03 eta: 1 day, 5:13:06 time: 0.3151 data_time: 0.0182 memory: 9395 grad_norm: 6.3159 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.4927 loss: 1.4927 2022/08/16 11:48:56 - mmengine - INFO - Epoch(train) [167][800/3757] lr: 1.0000e-03 eta: 1 day, 5:12:35 time: 0.3160 data_time: 0.0167 memory: 9395 grad_norm: 6.2648 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5791 loss: 1.5791 2022/08/16 11:49:27 - mmengine - INFO - Epoch(train) [167][900/3757] lr: 1.0000e-03 eta: 1 day, 5:12:04 time: 0.3129 data_time: 0.0168 memory: 9395 grad_norm: 6.5281 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4631 loss: 1.4631 2022/08/16 11:49:59 - mmengine - INFO - Epoch(train) [167][1000/3757] lr: 1.0000e-03 eta: 1 day, 5:11:33 time: 0.3143 data_time: 0.0171 memory: 9395 grad_norm: 6.2948 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5317 loss: 1.5317 2022/08/16 11:50:31 - mmengine - INFO - Epoch(train) [167][1100/3757] lr: 1.0000e-03 eta: 1 day, 5:11:02 time: 0.3329 data_time: 0.0195 memory: 9395 grad_norm: 6.6845 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7680 loss: 1.7680 2022/08/16 11:51:03 - mmengine - INFO - Epoch(train) [167][1200/3757] lr: 1.0000e-03 eta: 1 day, 5:10:31 time: 0.3156 data_time: 0.0196 memory: 9395 grad_norm: 6.2385 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5310 loss: 1.5310 2022/08/16 11:51:35 - mmengine - INFO - Epoch(train) [167][1300/3757] lr: 1.0000e-03 eta: 1 day, 5:10:00 time: 0.3178 data_time: 0.0182 memory: 9395 grad_norm: 6.1723 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6514 loss: 1.6514 2022/08/16 11:51:47 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 11:52:06 - mmengine - INFO - Epoch(train) [167][1400/3757] lr: 1.0000e-03 eta: 1 day, 5:09:29 time: 0.3163 data_time: 0.0183 memory: 9395 grad_norm: 6.3596 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4267 loss: 1.4267 2022/08/16 11:52:38 - mmengine - INFO - Epoch(train) [167][1500/3757] lr: 1.0000e-03 eta: 1 day, 5:08:59 time: 0.3134 data_time: 0.0172 memory: 9395 grad_norm: 6.2449 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4697 loss: 1.4697 2022/08/16 11:53:10 - mmengine - INFO - Epoch(train) [167][1600/3757] lr: 1.0000e-03 eta: 1 day, 5:08:28 time: 0.3138 data_time: 0.0168 memory: 9395 grad_norm: 5.9800 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4119 loss: 1.4119 2022/08/16 11:53:42 - mmengine - INFO - Epoch(train) [167][1700/3757] lr: 1.0000e-03 eta: 1 day, 5:07:57 time: 0.3192 data_time: 0.0187 memory: 9395 grad_norm: 6.1370 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3898 loss: 1.3898 2022/08/16 11:54:13 - mmengine - INFO - Epoch(train) [167][1800/3757] lr: 1.0000e-03 eta: 1 day, 5:07:26 time: 0.3167 data_time: 0.0174 memory: 9395 grad_norm: 6.3952 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7500 loss: 1.7500 2022/08/16 11:54:45 - mmengine - INFO - Epoch(train) [167][1900/3757] lr: 1.0000e-03 eta: 1 day, 5:06:55 time: 0.3156 data_time: 0.0191 memory: 9395 grad_norm: 6.5499 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.5094 loss: 1.5094 2022/08/16 11:55:17 - mmengine - INFO - Epoch(train) [167][2000/3757] lr: 1.0000e-03 eta: 1 day, 5:06:24 time: 0.3171 data_time: 0.0174 memory: 9395 grad_norm: 6.2304 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6902 loss: 1.6902 2022/08/16 11:55:49 - mmengine - INFO - Epoch(train) [167][2100/3757] lr: 1.0000e-03 eta: 1 day, 5:05:53 time: 0.3139 data_time: 0.0175 memory: 9395 grad_norm: 6.3927 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6528 loss: 1.6528 2022/08/16 11:56:20 - mmengine - INFO - Epoch(train) [167][2200/3757] lr: 1.0000e-03 eta: 1 day, 5:05:22 time: 0.3137 data_time: 0.0171 memory: 9395 grad_norm: 6.6329 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7747 loss: 1.7747 2022/08/16 11:56:52 - mmengine - INFO - Epoch(train) [167][2300/3757] lr: 1.0000e-03 eta: 1 day, 5:04:51 time: 0.3148 data_time: 0.0165 memory: 9395 grad_norm: 6.4103 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7614 loss: 1.7614 2022/08/16 11:57:04 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 11:57:24 - mmengine - INFO - Epoch(train) [167][2400/3757] lr: 1.0000e-03 eta: 1 day, 5:04:20 time: 0.3169 data_time: 0.0180 memory: 9395 grad_norm: 6.5393 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5190 loss: 1.5190 2022/08/16 11:57:55 - mmengine - INFO - Epoch(train) [167][2500/3757] lr: 1.0000e-03 eta: 1 day, 5:03:49 time: 0.3158 data_time: 0.0168 memory: 9395 grad_norm: 6.4399 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5472 loss: 1.5472 2022/08/16 11:58:27 - mmengine - INFO - Epoch(train) [167][2600/3757] lr: 1.0000e-03 eta: 1 day, 5:03:18 time: 0.3163 data_time: 0.0204 memory: 9395 grad_norm: 6.2469 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7978 loss: 1.7978 2022/08/16 11:58:59 - mmengine - INFO - Epoch(train) [167][2700/3757] lr: 1.0000e-03 eta: 1 day, 5:02:47 time: 0.3145 data_time: 0.0185 memory: 9395 grad_norm: 6.3607 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.4046 loss: 1.4046 2022/08/16 11:59:31 - mmengine - INFO - Epoch(train) [167][2800/3757] lr: 1.0000e-03 eta: 1 day, 5:02:17 time: 0.3155 data_time: 0.0183 memory: 9395 grad_norm: 6.2395 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9431 loss: 1.9431 2022/08/16 12:00:07 - mmengine - INFO - Epoch(train) [167][2900/3757] lr: 1.0000e-03 eta: 1 day, 5:01:48 time: 0.5514 data_time: 0.0221 memory: 9395 grad_norm: 6.4870 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5178 loss: 1.5178 2022/08/16 12:00:39 - mmengine - INFO - Epoch(train) [167][3000/3757] lr: 1.0000e-03 eta: 1 day, 5:01:17 time: 0.3146 data_time: 0.0174 memory: 9395 grad_norm: 6.3532 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6582 loss: 1.6582 2022/08/16 12:01:11 - mmengine - INFO - Epoch(train) [167][3100/3757] lr: 1.0000e-03 eta: 1 day, 5:00:46 time: 0.3149 data_time: 0.0176 memory: 9395 grad_norm: 6.1012 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5703 loss: 1.5703 2022/08/16 12:01:42 - mmengine - INFO - Epoch(train) [167][3200/3757] lr: 1.0000e-03 eta: 1 day, 5:00:15 time: 0.3146 data_time: 0.0175 memory: 9395 grad_norm: 6.2944 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6154 loss: 1.6154 2022/08/16 12:02:14 - mmengine - INFO - Epoch(train) [167][3300/3757] lr: 1.0000e-03 eta: 1 day, 4:59:44 time: 0.3173 data_time: 0.0183 memory: 9395 grad_norm: 6.2811 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.6978 loss: 1.6978 2022/08/16 12:02:26 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 12:02:46 - mmengine - INFO - Epoch(train) [167][3400/3757] lr: 1.0000e-03 eta: 1 day, 4:59:14 time: 0.3144 data_time: 0.0165 memory: 9395 grad_norm: 6.3858 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9325 loss: 1.9325 2022/08/16 12:03:18 - mmengine - INFO - Epoch(train) [167][3500/3757] lr: 1.0000e-03 eta: 1 day, 4:58:43 time: 0.3268 data_time: 0.0185 memory: 9395 grad_norm: 6.5826 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8180 loss: 1.8180 2022/08/16 12:03:50 - mmengine - INFO - Epoch(train) [167][3600/3757] lr: 1.0000e-03 eta: 1 day, 4:58:12 time: 0.3164 data_time: 0.0183 memory: 9395 grad_norm: 6.3180 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5426 loss: 1.5426 2022/08/16 12:04:22 - mmengine - INFO - Epoch(train) [167][3700/3757] lr: 1.0000e-03 eta: 1 day, 4:57:41 time: 0.3237 data_time: 0.0179 memory: 9395 grad_norm: 6.3941 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4832 loss: 1.4832 2022/08/16 12:04:40 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 12:04:40 - mmengine - INFO - Epoch(train) [167][3757/3757] lr: 1.0000e-03 eta: 1 day, 4:57:29 time: 0.3092 data_time: 0.0186 memory: 9395 grad_norm: 6.5369 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4240 loss: 1.4240 2022/08/16 12:05:13 - mmengine - INFO - Epoch(train) [168][100/3757] lr: 1.0000e-03 eta: 1 day, 4:56:51 time: 0.3308 data_time: 0.0181 memory: 9395 grad_norm: 6.4504 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7821 loss: 1.7821 2022/08/16 12:05:45 - mmengine - INFO - Epoch(train) [168][200/3757] lr: 1.0000e-03 eta: 1 day, 4:56:20 time: 0.3156 data_time: 0.0169 memory: 9395 grad_norm: 6.2816 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6278 loss: 1.6278 2022/08/16 12:06:17 - mmengine - INFO - Epoch(train) [168][300/3757] lr: 1.0000e-03 eta: 1 day, 4:55:49 time: 0.3178 data_time: 0.0182 memory: 9395 grad_norm: 6.3235 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7573 loss: 1.7573 2022/08/16 12:06:48 - mmengine - INFO - Epoch(train) [168][400/3757] lr: 1.0000e-03 eta: 1 day, 4:55:18 time: 0.3159 data_time: 0.0168 memory: 9395 grad_norm: 6.3985 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3955 loss: 1.3955 2022/08/16 12:07:20 - mmengine - INFO - Epoch(train) [168][500/3757] lr: 1.0000e-03 eta: 1 day, 4:54:47 time: 0.3133 data_time: 0.0166 memory: 9395 grad_norm: 6.4265 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3017 loss: 1.3017 2022/08/16 12:07:46 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 12:07:52 - mmengine - INFO - Epoch(train) [168][600/3757] lr: 1.0000e-03 eta: 1 day, 4:54:16 time: 0.3163 data_time: 0.0186 memory: 9395 grad_norm: 6.1580 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.7138 loss: 1.7138 2022/08/16 12:08:24 - mmengine - INFO - Epoch(train) [168][700/3757] lr: 1.0000e-03 eta: 1 day, 4:53:45 time: 0.3162 data_time: 0.0166 memory: 9395 grad_norm: 6.5018 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3422 loss: 1.3422 2022/08/16 12:08:55 - mmengine - INFO - Epoch(train) [168][800/3757] lr: 1.0000e-03 eta: 1 day, 4:53:14 time: 0.3156 data_time: 0.0175 memory: 9395 grad_norm: 6.3805 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2901 loss: 1.2901 2022/08/16 12:09:27 - mmengine - INFO - Epoch(train) [168][900/3757] lr: 1.0000e-03 eta: 1 day, 4:52:43 time: 0.3151 data_time: 0.0180 memory: 9395 grad_norm: 6.2688 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6800 loss: 1.6800 2022/08/16 12:09:59 - mmengine - INFO - Epoch(train) [168][1000/3757] lr: 1.0000e-03 eta: 1 day, 4:52:12 time: 0.3142 data_time: 0.0175 memory: 9395 grad_norm: 6.1816 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3647 loss: 1.3647 2022/08/16 12:10:31 - mmengine - INFO - Epoch(train) [168][1100/3757] lr: 1.0000e-03 eta: 1 day, 4:51:41 time: 0.3148 data_time: 0.0167 memory: 9395 grad_norm: 6.3203 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6368 loss: 1.6368 2022/08/16 12:11:03 - mmengine - INFO - Epoch(train) [168][1200/3757] lr: 1.0000e-03 eta: 1 day, 4:51:11 time: 0.3154 data_time: 0.0178 memory: 9395 grad_norm: 6.5045 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5137 loss: 1.5137 2022/08/16 12:11:34 - mmengine - INFO - Epoch(train) [168][1300/3757] lr: 1.0000e-03 eta: 1 day, 4:50:40 time: 0.3172 data_time: 0.0167 memory: 9395 grad_norm: 6.2708 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3776 loss: 1.3776 2022/08/16 12:12:06 - mmengine - INFO - Epoch(train) [168][1400/3757] lr: 1.0000e-03 eta: 1 day, 4:50:09 time: 0.3165 data_time: 0.0176 memory: 9395 grad_norm: 6.3958 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4877 loss: 1.4877 2022/08/16 12:12:38 - mmengine - INFO - Epoch(train) [168][1500/3757] lr: 1.0000e-03 eta: 1 day, 4:49:38 time: 0.3154 data_time: 0.0178 memory: 9395 grad_norm: 6.3114 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6417 loss: 1.6417 2022/08/16 12:13:04 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 12:13:10 - mmengine - INFO - Epoch(train) [168][1600/3757] lr: 1.0000e-03 eta: 1 day, 4:49:07 time: 0.3138 data_time: 0.0174 memory: 9395 grad_norm: 6.5976 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7559 loss: 1.7559 2022/08/16 12:13:41 - mmengine - INFO - Epoch(train) [168][1700/3757] lr: 1.0000e-03 eta: 1 day, 4:48:36 time: 0.3153 data_time: 0.0171 memory: 9395 grad_norm: 6.3414 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5495 loss: 1.5495 2022/08/16 12:14:13 - mmengine - INFO - Epoch(train) [168][1800/3757] lr: 1.0000e-03 eta: 1 day, 4:48:05 time: 0.3160 data_time: 0.0169 memory: 9395 grad_norm: 6.4382 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5460 loss: 1.5460 2022/08/16 12:14:45 - mmengine - INFO - Epoch(train) [168][1900/3757] lr: 1.0000e-03 eta: 1 day, 4:47:34 time: 0.3245 data_time: 0.0179 memory: 9395 grad_norm: 6.2194 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4133 loss: 1.4133 2022/08/16 12:15:17 - mmengine - INFO - Epoch(train) [168][2000/3757] lr: 1.0000e-03 eta: 1 day, 4:47:03 time: 0.3153 data_time: 0.0177 memory: 9395 grad_norm: 6.5729 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9597 loss: 1.9597 2022/08/16 12:15:49 - mmengine - INFO - Epoch(train) [168][2100/3757] lr: 1.0000e-03 eta: 1 day, 4:46:33 time: 0.3140 data_time: 0.0180 memory: 9395 grad_norm: 6.1881 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5615 loss: 1.5615 2022/08/16 12:16:20 - mmengine - INFO - Epoch(train) [168][2200/3757] lr: 1.0000e-03 eta: 1 day, 4:46:02 time: 0.3144 data_time: 0.0170 memory: 9395 grad_norm: 6.5258 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6136 loss: 1.6136 2022/08/16 12:16:52 - mmengine - INFO - Epoch(train) [168][2300/3757] lr: 1.0000e-03 eta: 1 day, 4:45:31 time: 0.3135 data_time: 0.0173 memory: 9395 grad_norm: 6.3250 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6965 loss: 1.6965 2022/08/16 12:17:24 - mmengine - INFO - Epoch(train) [168][2400/3757] lr: 1.0000e-03 eta: 1 day, 4:45:00 time: 0.3161 data_time: 0.0180 memory: 9395 grad_norm: 6.3326 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5669 loss: 1.5669 2022/08/16 12:17:56 - mmengine - INFO - Epoch(train) [168][2500/3757] lr: 1.0000e-03 eta: 1 day, 4:44:29 time: 0.3162 data_time: 0.0177 memory: 9395 grad_norm: 6.5174 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4271 loss: 1.4271 2022/08/16 12:18:21 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 12:18:28 - mmengine - INFO - Epoch(train) [168][2600/3757] lr: 1.0000e-03 eta: 1 day, 4:43:58 time: 0.3201 data_time: 0.0181 memory: 9395 grad_norm: 6.4305 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6057 loss: 1.6057 2022/08/16 12:18:59 - mmengine - INFO - Epoch(train) [168][2700/3757] lr: 1.0000e-03 eta: 1 day, 4:43:27 time: 0.3156 data_time: 0.0176 memory: 9395 grad_norm: 6.3157 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5926 loss: 1.5926 2022/08/16 12:19:31 - mmengine - INFO - Epoch(train) [168][2800/3757] lr: 1.0000e-03 eta: 1 day, 4:42:56 time: 0.3154 data_time: 0.0174 memory: 9395 grad_norm: 6.2676 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5216 loss: 1.5216 2022/08/16 12:20:03 - mmengine - INFO - Epoch(train) [168][2900/3757] lr: 1.0000e-03 eta: 1 day, 4:42:25 time: 0.3162 data_time: 0.0180 memory: 9395 grad_norm: 6.3356 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5792 loss: 1.5792 2022/08/16 12:20:36 - mmengine - INFO - Epoch(train) [168][3000/3757] lr: 1.0000e-03 eta: 1 day, 4:41:55 time: 0.3220 data_time: 0.0186 memory: 9395 grad_norm: 6.5120 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8190 loss: 1.8190 2022/08/16 12:21:07 - mmengine - INFO - Epoch(train) [168][3100/3757] lr: 1.0000e-03 eta: 1 day, 4:41:24 time: 0.3148 data_time: 0.0168 memory: 9395 grad_norm: 6.4937 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6530 loss: 1.6530 2022/08/16 12:21:39 - mmengine - INFO - Epoch(train) [168][3200/3757] lr: 1.0000e-03 eta: 1 day, 4:40:53 time: 0.3173 data_time: 0.0177 memory: 9395 grad_norm: 6.6209 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.6480 loss: 1.6480 2022/08/16 12:22:11 - mmengine - INFO - Epoch(train) [168][3300/3757] lr: 1.0000e-03 eta: 1 day, 4:40:22 time: 0.3152 data_time: 0.0172 memory: 9395 grad_norm: 6.2483 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3313 loss: 1.3313 2022/08/16 12:22:43 - mmengine - INFO - Epoch(train) [168][3400/3757] lr: 1.0000e-03 eta: 1 day, 4:39:51 time: 0.3158 data_time: 0.0169 memory: 9395 grad_norm: 6.4388 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5139 loss: 1.5139 2022/08/16 12:23:14 - mmengine - INFO - Epoch(train) [168][3500/3757] lr: 1.0000e-03 eta: 1 day, 4:39:20 time: 0.3183 data_time: 0.0183 memory: 9395 grad_norm: 6.2056 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4159 loss: 1.4159 2022/08/16 12:23:40 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 12:23:46 - mmengine - INFO - Epoch(train) [168][3600/3757] lr: 1.0000e-03 eta: 1 day, 4:38:49 time: 0.3143 data_time: 0.0176 memory: 9395 grad_norm: 6.3206 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.5343 loss: 1.5343 2022/08/16 12:24:18 - mmengine - INFO - Epoch(train) [168][3700/3757] lr: 1.0000e-03 eta: 1 day, 4:38:18 time: 0.3164 data_time: 0.0194 memory: 9395 grad_norm: 6.4084 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4748 loss: 1.4748 2022/08/16 12:24:36 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 12:24:36 - mmengine - INFO - Epoch(train) [168][3757/3757] lr: 1.0000e-03 eta: 1 day, 4:38:06 time: 0.3106 data_time: 0.0184 memory: 9395 grad_norm: 6.1918 top1_acc: 0.5714 top5_acc: 0.7143 loss_cls: 1.4755 loss: 1.4755 2022/08/16 12:24:36 - mmengine - INFO - Saving checkpoint at 168 epochs 2022/08/16 12:25:11 - mmengine - INFO - Epoch(train) [169][100/3757] lr: 1.0000e-03 eta: 1 day, 4:37:28 time: 0.3137 data_time: 0.0174 memory: 9395 grad_norm: 6.4805 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4482 loss: 1.4482 2022/08/16 12:25:42 - mmengine - INFO - Epoch(train) [169][200/3757] lr: 1.0000e-03 eta: 1 day, 4:36:57 time: 0.3148 data_time: 0.0167 memory: 9395 grad_norm: 6.4343 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6254 loss: 1.6254 2022/08/16 12:26:14 - mmengine - INFO - Epoch(train) [169][300/3757] lr: 1.0000e-03 eta: 1 day, 4:36:26 time: 0.3172 data_time: 0.0188 memory: 9395 grad_norm: 6.3582 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8601 loss: 1.8601 2022/08/16 12:26:46 - mmengine - INFO - Epoch(train) [169][400/3757] lr: 1.0000e-03 eta: 1 day, 4:35:55 time: 0.3158 data_time: 0.0170 memory: 9395 grad_norm: 6.6088 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5465 loss: 1.5465 2022/08/16 12:27:18 - mmengine - INFO - Epoch(train) [169][500/3757] lr: 1.0000e-03 eta: 1 day, 4:35:24 time: 0.3152 data_time: 0.0180 memory: 9395 grad_norm: 6.6178 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6458 loss: 1.6458 2022/08/16 12:27:50 - mmengine - INFO - Epoch(train) [169][600/3757] lr: 1.0000e-03 eta: 1 day, 4:34:53 time: 0.3150 data_time: 0.0168 memory: 9395 grad_norm: 6.5300 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6364 loss: 1.6364 2022/08/16 12:28:21 - mmengine - INFO - Epoch(train) [169][700/3757] lr: 1.0000e-03 eta: 1 day, 4:34:22 time: 0.3153 data_time: 0.0187 memory: 9395 grad_norm: 6.3813 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4294 loss: 1.4294 2022/08/16 12:28:53 - mmengine - INFO - Epoch(train) [169][800/3757] lr: 1.0000e-03 eta: 1 day, 4:33:51 time: 0.3151 data_time: 0.0174 memory: 9395 grad_norm: 6.4924 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.5542 loss: 1.5542 2022/08/16 12:29:01 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 12:29:25 - mmengine - INFO - Epoch(train) [169][900/3757] lr: 1.0000e-03 eta: 1 day, 4:33:20 time: 0.3174 data_time: 0.0193 memory: 9395 grad_norm: 6.6643 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8631 loss: 1.8631 2022/08/16 12:29:57 - mmengine - INFO - Epoch(train) [169][1000/3757] lr: 1.0000e-03 eta: 1 day, 4:32:49 time: 0.3156 data_time: 0.0177 memory: 9395 grad_norm: 6.4930 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5422 loss: 1.5422 2022/08/16 12:30:28 - mmengine - INFO - Epoch(train) [169][1100/3757] lr: 1.0000e-03 eta: 1 day, 4:32:18 time: 0.3164 data_time: 0.0181 memory: 9395 grad_norm: 6.6842 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4195 loss: 1.4195 2022/08/16 12:31:00 - mmengine - INFO - Epoch(train) [169][1200/3757] lr: 1.0000e-03 eta: 1 day, 4:31:48 time: 0.3202 data_time: 0.0180 memory: 9395 grad_norm: 6.5200 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7015 loss: 1.7015 2022/08/16 12:31:32 - mmengine - INFO - Epoch(train) [169][1300/3757] lr: 1.0000e-03 eta: 1 day, 4:31:17 time: 0.3159 data_time: 0.0169 memory: 9395 grad_norm: 6.6520 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2773 loss: 1.2773 2022/08/16 12:32:03 - mmengine - INFO - Epoch(train) [169][1400/3757] lr: 1.0000e-03 eta: 1 day, 4:30:46 time: 0.3137 data_time: 0.0168 memory: 9395 grad_norm: 6.5462 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4951 loss: 1.4951 2022/08/16 12:32:35 - mmengine - INFO - Epoch(train) [169][1500/3757] lr: 1.0000e-03 eta: 1 day, 4:30:15 time: 0.3160 data_time: 0.0180 memory: 9395 grad_norm: 6.4184 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6003 loss: 1.6003 2022/08/16 12:33:07 - mmengine - INFO - Epoch(train) [169][1600/3757] lr: 1.0000e-03 eta: 1 day, 4:29:44 time: 0.3152 data_time: 0.0174 memory: 9395 grad_norm: 6.4347 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3013 loss: 1.3013 2022/08/16 12:33:39 - mmengine - INFO - Epoch(train) [169][1700/3757] lr: 1.0000e-03 eta: 1 day, 4:29:13 time: 0.3176 data_time: 0.0184 memory: 9395 grad_norm: 6.4563 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5310 loss: 1.5310 2022/08/16 12:34:10 - mmengine - INFO - Epoch(train) [169][1800/3757] lr: 1.0000e-03 eta: 1 day, 4:28:42 time: 0.3150 data_time: 0.0174 memory: 9395 grad_norm: 6.5454 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7626 loss: 1.7626 2022/08/16 12:34:18 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 12:34:42 - mmengine - INFO - Epoch(train) [169][1900/3757] lr: 1.0000e-03 eta: 1 day, 4:28:11 time: 0.3147 data_time: 0.0181 memory: 9395 grad_norm: 6.3803 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5867 loss: 1.5867 2022/08/16 12:35:14 - mmengine - INFO - Epoch(train) [169][2000/3757] lr: 1.0000e-03 eta: 1 day, 4:27:40 time: 0.3140 data_time: 0.0168 memory: 9395 grad_norm: 6.2419 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3171 loss: 1.3171 2022/08/16 12:35:46 - mmengine - INFO - Epoch(train) [169][2100/3757] lr: 1.0000e-03 eta: 1 day, 4:27:09 time: 0.3196 data_time: 0.0186 memory: 9395 grad_norm: 6.4455 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4968 loss: 1.4968 2022/08/16 12:36:17 - mmengine - INFO - Epoch(train) [169][2200/3757] lr: 1.0000e-03 eta: 1 day, 4:26:38 time: 0.3158 data_time: 0.0192 memory: 9395 grad_norm: 6.1474 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5887 loss: 1.5887 2022/08/16 12:36:49 - mmengine - INFO - Epoch(train) [169][2300/3757] lr: 1.0000e-03 eta: 1 day, 4:26:07 time: 0.3163 data_time: 0.0181 memory: 9395 grad_norm: 6.4310 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7108 loss: 1.7108 2022/08/16 12:37:21 - mmengine - INFO - Epoch(train) [169][2400/3757] lr: 1.0000e-03 eta: 1 day, 4:25:36 time: 0.3184 data_time: 0.0173 memory: 9395 grad_norm: 6.3728 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5814 loss: 1.5814 2022/08/16 12:37:53 - mmengine - INFO - Epoch(train) [169][2500/3757] lr: 1.0000e-03 eta: 1 day, 4:25:05 time: 0.3140 data_time: 0.0177 memory: 9395 grad_norm: 6.5578 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7463 loss: 1.7463 2022/08/16 12:38:24 - mmengine - INFO - Epoch(train) [169][2600/3757] lr: 1.0000e-03 eta: 1 day, 4:24:34 time: 0.3140 data_time: 0.0173 memory: 9395 grad_norm: 6.6863 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7393 loss: 1.7393 2022/08/16 12:38:56 - mmengine - INFO - Epoch(train) [169][2700/3757] lr: 1.0000e-03 eta: 1 day, 4:24:03 time: 0.3151 data_time: 0.0187 memory: 9395 grad_norm: 6.5997 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6572 loss: 1.6572 2022/08/16 12:39:28 - mmengine - INFO - Epoch(train) [169][2800/3757] lr: 1.0000e-03 eta: 1 day, 4:23:32 time: 0.3168 data_time: 0.0177 memory: 9395 grad_norm: 6.3366 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4110 loss: 1.4110 2022/08/16 12:39:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 12:39:59 - mmengine - INFO - Epoch(train) [169][2900/3757] lr: 1.0000e-03 eta: 1 day, 4:23:01 time: 0.3142 data_time: 0.0169 memory: 9395 grad_norm: 6.2935 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6703 loss: 1.6703 2022/08/16 12:40:31 - mmengine - INFO - Epoch(train) [169][3000/3757] lr: 1.0000e-03 eta: 1 day, 4:22:31 time: 0.3161 data_time: 0.0183 memory: 9395 grad_norm: 6.6087 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5431 loss: 1.5431 2022/08/16 12:41:03 - mmengine - INFO - Epoch(train) [169][3100/3757] lr: 1.0000e-03 eta: 1 day, 4:22:00 time: 0.3146 data_time: 0.0177 memory: 9395 grad_norm: 6.5037 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4205 loss: 1.4205 2022/08/16 12:41:34 - mmengine - INFO - Epoch(train) [169][3200/3757] lr: 1.0000e-03 eta: 1 day, 4:21:29 time: 0.3153 data_time: 0.0171 memory: 9395 grad_norm: 6.4428 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5560 loss: 1.5560 2022/08/16 12:42:06 - mmengine - INFO - Epoch(train) [169][3300/3757] lr: 1.0000e-03 eta: 1 day, 4:20:58 time: 0.3143 data_time: 0.0169 memory: 9395 grad_norm: 6.3785 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2616 loss: 1.2616 2022/08/16 12:42:38 - mmengine - INFO - Epoch(train) [169][3400/3757] lr: 1.0000e-03 eta: 1 day, 4:20:27 time: 0.3174 data_time: 0.0183 memory: 9395 grad_norm: 6.8400 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7022 loss: 1.7022 2022/08/16 12:43:10 - mmengine - INFO - Epoch(train) [169][3500/3757] lr: 1.0000e-03 eta: 1 day, 4:19:56 time: 0.3144 data_time: 0.0171 memory: 9395 grad_norm: 6.5080 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3495 loss: 1.3495 2022/08/16 12:43:41 - mmengine - INFO - Epoch(train) [169][3600/3757] lr: 1.0000e-03 eta: 1 day, 4:19:25 time: 0.3179 data_time: 0.0182 memory: 9395 grad_norm: 6.3212 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3899 loss: 1.3899 2022/08/16 12:44:13 - mmengine - INFO - Epoch(train) [169][3700/3757] lr: 1.0000e-03 eta: 1 day, 4:18:54 time: 0.3143 data_time: 0.0171 memory: 9395 grad_norm: 6.4756 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.4977 loss: 1.4977 2022/08/16 12:44:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 12:44:31 - mmengine - INFO - Epoch(train) [169][3757/3757] lr: 1.0000e-03 eta: 1 day, 4:18:42 time: 0.3089 data_time: 0.0165 memory: 9395 grad_norm: 6.6374 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4259 loss: 1.4259 2022/08/16 12:44:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 12:45:04 - mmengine - INFO - Epoch(train) [170][100/3757] lr: 1.0000e-03 eta: 1 day, 4:18:03 time: 0.3138 data_time: 0.0179 memory: 9395 grad_norm: 6.4185 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5885 loss: 1.5885 2022/08/16 12:45:36 - mmengine - INFO - Epoch(train) [170][200/3757] lr: 1.0000e-03 eta: 1 day, 4:17:32 time: 0.3185 data_time: 0.0178 memory: 9395 grad_norm: 6.3678 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4892 loss: 1.4892 2022/08/16 12:46:08 - mmengine - INFO - Epoch(train) [170][300/3757] lr: 1.0000e-03 eta: 1 day, 4:17:01 time: 0.3151 data_time: 0.0175 memory: 9395 grad_norm: 6.6066 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6763 loss: 1.6763 2022/08/16 12:46:39 - mmengine - INFO - Epoch(train) [170][400/3757] lr: 1.0000e-03 eta: 1 day, 4:16:30 time: 0.3175 data_time: 0.0171 memory: 9395 grad_norm: 6.3643 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7585 loss: 1.7585 2022/08/16 12:47:11 - mmengine - INFO - Epoch(train) [170][500/3757] lr: 1.0000e-03 eta: 1 day, 4:15:59 time: 0.3151 data_time: 0.0178 memory: 9395 grad_norm: 6.3185 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4499 loss: 1.4499 2022/08/16 12:47:43 - mmengine - INFO - Epoch(train) [170][600/3757] lr: 1.0000e-03 eta: 1 day, 4:15:29 time: 0.3167 data_time: 0.0169 memory: 9395 grad_norm: 6.3764 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5993 loss: 1.5993 2022/08/16 12:48:15 - mmengine - INFO - Epoch(train) [170][700/3757] lr: 1.0000e-03 eta: 1 day, 4:14:58 time: 0.3156 data_time: 0.0181 memory: 9395 grad_norm: 6.5511 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5991 loss: 1.5991 2022/08/16 12:48:46 - mmengine - INFO - Epoch(train) [170][800/3757] lr: 1.0000e-03 eta: 1 day, 4:14:27 time: 0.3152 data_time: 0.0207 memory: 9395 grad_norm: 6.6067 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6254 loss: 1.6254 2022/08/16 12:49:18 - mmengine - INFO - Epoch(train) [170][900/3757] lr: 1.0000e-03 eta: 1 day, 4:13:56 time: 0.3155 data_time: 0.0177 memory: 9395 grad_norm: 6.4910 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4430 loss: 1.4430 2022/08/16 12:49:50 - mmengine - INFO - Epoch(train) [170][1000/3757] lr: 1.0000e-03 eta: 1 day, 4:13:25 time: 0.3152 data_time: 0.0170 memory: 9395 grad_norm: 6.3783 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5595 loss: 1.5595 2022/08/16 12:50:11 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 12:50:21 - mmengine - INFO - Epoch(train) [170][1100/3757] lr: 1.0000e-03 eta: 1 day, 4:12:54 time: 0.3158 data_time: 0.0182 memory: 9395 grad_norm: 6.4917 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7367 loss: 1.7367 2022/08/16 12:50:53 - mmengine - INFO - Epoch(train) [170][1200/3757] lr: 1.0000e-03 eta: 1 day, 4:12:23 time: 0.3139 data_time: 0.0181 memory: 9395 grad_norm: 6.5479 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7854 loss: 1.7854 2022/08/16 12:51:25 - mmengine - INFO - Epoch(train) [170][1300/3757] lr: 1.0000e-03 eta: 1 day, 4:11:52 time: 0.3166 data_time: 0.0166 memory: 9395 grad_norm: 6.6255 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4633 loss: 1.4633 2022/08/16 12:51:56 - mmengine - INFO - Epoch(train) [170][1400/3757] lr: 1.0000e-03 eta: 1 day, 4:11:21 time: 0.3178 data_time: 0.0198 memory: 9395 grad_norm: 6.4859 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.6011 loss: 1.6011 2022/08/16 12:52:28 - mmengine - INFO - Epoch(train) [170][1500/3757] lr: 1.0000e-03 eta: 1 day, 4:10:50 time: 0.3160 data_time: 0.0174 memory: 9395 grad_norm: 6.3875 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.5413 loss: 1.5413 2022/08/16 12:53:00 - mmengine - INFO - Epoch(train) [170][1600/3757] lr: 1.0000e-03 eta: 1 day, 4:10:19 time: 0.3149 data_time: 0.0172 memory: 9395 grad_norm: 6.4598 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6407 loss: 1.6407 2022/08/16 12:53:32 - mmengine - INFO - Epoch(train) [170][1700/3757] lr: 1.0000e-03 eta: 1 day, 4:09:48 time: 0.3176 data_time: 0.0191 memory: 9395 grad_norm: 6.4967 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8504 loss: 1.8504 2022/08/16 12:54:03 - mmengine - INFO - Epoch(train) [170][1800/3757] lr: 1.0000e-03 eta: 1 day, 4:09:17 time: 0.3146 data_time: 0.0167 memory: 9395 grad_norm: 6.5119 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8344 loss: 1.8344 2022/08/16 12:54:35 - mmengine - INFO - Epoch(train) [170][1900/3757] lr: 1.0000e-03 eta: 1 day, 4:08:46 time: 0.3139 data_time: 0.0177 memory: 9395 grad_norm: 6.2738 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7660 loss: 1.7660 2022/08/16 12:55:07 - mmengine - INFO - Epoch(train) [170][2000/3757] lr: 1.0000e-03 eta: 1 day, 4:08:15 time: 0.3148 data_time: 0.0175 memory: 9395 grad_norm: 6.5705 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6838 loss: 1.6838 2022/08/16 12:55:28 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 12:55:39 - mmengine - INFO - Epoch(train) [170][2100/3757] lr: 1.0000e-03 eta: 1 day, 4:07:44 time: 0.3153 data_time: 0.0179 memory: 9395 grad_norm: 6.6549 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6295 loss: 1.6295 2022/08/16 12:56:10 - mmengine - INFO - Epoch(train) [170][2200/3757] lr: 1.0000e-03 eta: 1 day, 4:07:13 time: 0.3247 data_time: 0.0177 memory: 9395 grad_norm: 6.6894 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6627 loss: 1.6627 2022/08/16 12:56:42 - mmengine - INFO - Epoch(train) [170][2300/3757] lr: 1.0000e-03 eta: 1 day, 4:06:43 time: 0.3153 data_time: 0.0184 memory: 9395 grad_norm: 6.4727 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5040 loss: 1.5040 2022/08/16 12:57:14 - mmengine - INFO - Epoch(train) [170][2400/3757] lr: 1.0000e-03 eta: 1 day, 4:06:12 time: 0.3167 data_time: 0.0183 memory: 9395 grad_norm: 6.4659 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2121 loss: 1.2121 2022/08/16 12:57:46 - mmengine - INFO - Epoch(train) [170][2500/3757] lr: 1.0000e-03 eta: 1 day, 4:05:41 time: 0.3156 data_time: 0.0175 memory: 9395 grad_norm: 6.5693 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7139 loss: 1.7139 2022/08/16 12:58:17 - mmengine - INFO - Epoch(train) [170][2600/3757] lr: 1.0000e-03 eta: 1 day, 4:05:10 time: 0.3162 data_time: 0.0179 memory: 9395 grad_norm: 6.5515 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6383 loss: 1.6383 2022/08/16 12:58:49 - mmengine - INFO - Epoch(train) [170][2700/3757] lr: 1.0000e-03 eta: 1 day, 4:04:39 time: 0.3165 data_time: 0.0178 memory: 9395 grad_norm: 6.6183 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5361 loss: 1.5361 2022/08/16 12:59:21 - mmengine - INFO - Epoch(train) [170][2800/3757] lr: 1.0000e-03 eta: 1 day, 4:04:08 time: 0.3166 data_time: 0.0180 memory: 9395 grad_norm: 6.6897 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5614 loss: 1.5614 2022/08/16 12:59:53 - mmengine - INFO - Epoch(train) [170][2900/3757] lr: 1.0000e-03 eta: 1 day, 4:03:37 time: 0.3140 data_time: 0.0173 memory: 9395 grad_norm: 6.3959 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3886 loss: 1.3886 2022/08/16 13:00:24 - mmengine - INFO - Epoch(train) [170][3000/3757] lr: 1.0000e-03 eta: 1 day, 4:03:06 time: 0.3137 data_time: 0.0170 memory: 9395 grad_norm: 6.4357 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3738 loss: 1.3738 2022/08/16 13:00:45 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 13:00:56 - mmengine - INFO - Epoch(train) [170][3100/3757] lr: 1.0000e-03 eta: 1 day, 4:02:35 time: 0.3157 data_time: 0.0170 memory: 9395 grad_norm: 6.4291 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.4140 loss: 1.4140 2022/08/16 13:01:28 - mmengine - INFO - Epoch(train) [170][3200/3757] lr: 1.0000e-03 eta: 1 day, 4:02:04 time: 0.3148 data_time: 0.0165 memory: 9395 grad_norm: 6.6247 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7715 loss: 1.7715 2022/08/16 13:01:59 - mmengine - INFO - Epoch(train) [170][3300/3757] lr: 1.0000e-03 eta: 1 day, 4:01:33 time: 0.3144 data_time: 0.0170 memory: 9395 grad_norm: 6.6936 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4799 loss: 1.4799 2022/08/16 13:02:31 - mmengine - INFO - Epoch(train) [170][3400/3757] lr: 1.0000e-03 eta: 1 day, 4:01:02 time: 0.3158 data_time: 0.0173 memory: 9395 grad_norm: 6.3937 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7464 loss: 1.7464 2022/08/16 13:03:03 - mmengine - INFO - Epoch(train) [170][3500/3757] lr: 1.0000e-03 eta: 1 day, 4:00:31 time: 0.3194 data_time: 0.0178 memory: 9395 grad_norm: 6.6161 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3482 loss: 1.3482 2022/08/16 13:03:35 - mmengine - INFO - Epoch(train) [170][3600/3757] lr: 1.0000e-03 eta: 1 day, 4:00:00 time: 0.3155 data_time: 0.0172 memory: 9395 grad_norm: 6.4435 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7221 loss: 1.7221 2022/08/16 13:04:06 - mmengine - INFO - Epoch(train) [170][3700/3757] lr: 1.0000e-03 eta: 1 day, 3:59:29 time: 0.3149 data_time: 0.0177 memory: 9395 grad_norm: 6.2862 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5179 loss: 1.5179 2022/08/16 13:04:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 13:04:24 - mmengine - INFO - Epoch(train) [170][3757/3757] lr: 1.0000e-03 eta: 1 day, 3:59:17 time: 0.3110 data_time: 0.0170 memory: 9395 grad_norm: 6.5741 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 1.5490 loss: 1.5490 2022/08/16 13:04:43 - mmengine - INFO - Epoch(val) [170][100/310] eta: 0:00:36 time: 0.1747 data_time: 0.0757 memory: 1523 2022/08/16 13:05:00 - mmengine - INFO - Epoch(val) [170][200/310] eta: 0:00:16 time: 0.1509 data_time: 0.0508 memory: 1523 2022/08/16 13:05:16 - mmengine - INFO - Epoch(val) [170][300/310] eta: 0:00:01 time: 0.1627 data_time: 0.0644 memory: 1523 2022/08/16 13:05:21 - mmengine - INFO - Epoch(val) [170][310/310] acc/top1: 0.6735 acc/top5: 0.8767 acc/mean1: 0.6735 2022/08/16 13:05:21 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr/best_acc/top1_epoch_166.pth is removed 2022/08/16 13:05:22 - mmengine - INFO - The best checkpoint with 0.6735 acc/top1 at 171 epoch is saved to best_acc/top1_epoch_171.pth. 2022/08/16 13:05:55 - mmengine - INFO - Epoch(train) [171][100/3757] lr: 1.0000e-03 eta: 1 day, 3:58:38 time: 0.3149 data_time: 0.0170 memory: 9395 grad_norm: 6.4791 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4948 loss: 1.4948 2022/08/16 13:06:27 - mmengine - INFO - Epoch(train) [171][200/3757] lr: 1.0000e-03 eta: 1 day, 3:58:07 time: 0.3162 data_time: 0.0178 memory: 9395 grad_norm: 6.5283 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5148 loss: 1.5148 2022/08/16 13:06:59 - mmengine - INFO - Epoch(train) [171][300/3757] lr: 1.0000e-03 eta: 1 day, 3:57:37 time: 0.3186 data_time: 0.0180 memory: 9395 grad_norm: 6.6103 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5204 loss: 1.5204 2022/08/16 13:07:02 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 13:07:30 - mmengine - INFO - Epoch(train) [171][400/3757] lr: 1.0000e-03 eta: 1 day, 3:57:06 time: 0.3149 data_time: 0.0190 memory: 9395 grad_norm: 6.5375 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6917 loss: 1.6917 2022/08/16 13:08:02 - mmengine - INFO - Epoch(train) [171][500/3757] lr: 1.0000e-03 eta: 1 day, 3:56:35 time: 0.3160 data_time: 0.0189 memory: 9395 grad_norm: 6.5969 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4657 loss: 1.4657 2022/08/16 13:08:34 - mmengine - INFO - Epoch(train) [171][600/3757] lr: 1.0000e-03 eta: 1 day, 3:56:04 time: 0.3137 data_time: 0.0170 memory: 9395 grad_norm: 6.6937 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4896 loss: 1.4896 2022/08/16 13:09:06 - mmengine - INFO - Epoch(train) [171][700/3757] lr: 1.0000e-03 eta: 1 day, 3:55:33 time: 0.3142 data_time: 0.0172 memory: 9395 grad_norm: 6.4631 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5282 loss: 1.5282 2022/08/16 13:09:37 - mmengine - INFO - Epoch(train) [171][800/3757] lr: 1.0000e-03 eta: 1 day, 3:55:02 time: 0.3134 data_time: 0.0170 memory: 9395 grad_norm: 6.4461 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4283 loss: 1.4283 2022/08/16 13:10:09 - mmengine - INFO - Epoch(train) [171][900/3757] lr: 1.0000e-03 eta: 1 day, 3:54:31 time: 0.3159 data_time: 0.0171 memory: 9395 grad_norm: 6.4933 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5841 loss: 1.5841 2022/08/16 13:10:41 - mmengine - INFO - Epoch(train) [171][1000/3757] lr: 1.0000e-03 eta: 1 day, 3:54:00 time: 0.3187 data_time: 0.0187 memory: 9395 grad_norm: 6.4470 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4505 loss: 1.4505 2022/08/16 13:11:12 - mmengine - INFO - Epoch(train) [171][1100/3757] lr: 1.0000e-03 eta: 1 day, 3:53:29 time: 0.3167 data_time: 0.0171 memory: 9395 grad_norm: 6.3746 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5447 loss: 1.5447 2022/08/16 13:11:44 - mmengine - INFO - Epoch(train) [171][1200/3757] lr: 1.0000e-03 eta: 1 day, 3:52:58 time: 0.3146 data_time: 0.0195 memory: 9395 grad_norm: 6.4501 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6562 loss: 1.6562 2022/08/16 13:12:16 - mmengine - INFO - Epoch(train) [171][1300/3757] lr: 1.0000e-03 eta: 1 day, 3:52:27 time: 0.3150 data_time: 0.0181 memory: 9395 grad_norm: 6.5086 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4102 loss: 1.4102 2022/08/16 13:12:19 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 13:12:48 - mmengine - INFO - Epoch(train) [171][1400/3757] lr: 1.0000e-03 eta: 1 day, 3:51:56 time: 0.3136 data_time: 0.0176 memory: 9395 grad_norm: 6.7087 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5775 loss: 1.5775 2022/08/16 13:13:20 - mmengine - INFO - Epoch(train) [171][1500/3757] lr: 1.0000e-03 eta: 1 day, 3:51:25 time: 0.3194 data_time: 0.0181 memory: 9395 grad_norm: 6.2957 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4526 loss: 1.4526 2022/08/16 13:13:51 - mmengine - INFO - Epoch(train) [171][1600/3757] lr: 1.0000e-03 eta: 1 day, 3:50:54 time: 0.3137 data_time: 0.0180 memory: 9395 grad_norm: 6.5079 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6401 loss: 1.6401 2022/08/16 13:14:23 - mmengine - INFO - Epoch(train) [171][1700/3757] lr: 1.0000e-03 eta: 1 day, 3:50:23 time: 0.3168 data_time: 0.0165 memory: 9395 grad_norm: 6.7890 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6705 loss: 1.6705 2022/08/16 13:14:55 - mmengine - INFO - Epoch(train) [171][1800/3757] lr: 1.0000e-03 eta: 1 day, 3:49:52 time: 0.3148 data_time: 0.0169 memory: 9395 grad_norm: 6.7282 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1613 loss: 1.1613 2022/08/16 13:15:26 - mmengine - INFO - Epoch(train) [171][1900/3757] lr: 1.0000e-03 eta: 1 day, 3:49:21 time: 0.3146 data_time: 0.0174 memory: 9395 grad_norm: 6.5172 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5281 loss: 1.5281 2022/08/16 13:15:58 - mmengine - INFO - Epoch(train) [171][2000/3757] lr: 1.0000e-03 eta: 1 day, 3:48:50 time: 0.3138 data_time: 0.0171 memory: 9395 grad_norm: 6.5570 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7002 loss: 1.7002 2022/08/16 13:16:30 - mmengine - INFO - Epoch(train) [171][2100/3757] lr: 1.0000e-03 eta: 1 day, 3:48:19 time: 0.3150 data_time: 0.0180 memory: 9395 grad_norm: 6.5170 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6157 loss: 1.6157 2022/08/16 13:17:02 - mmengine - INFO - Epoch(train) [171][2200/3757] lr: 1.0000e-03 eta: 1 day, 3:47:48 time: 0.3189 data_time: 0.0183 memory: 9395 grad_norm: 6.3687 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5640 loss: 1.5640 2022/08/16 13:17:33 - mmengine - INFO - Epoch(train) [171][2300/3757] lr: 1.0000e-03 eta: 1 day, 3:47:18 time: 0.3162 data_time: 0.0174 memory: 9395 grad_norm: 6.7486 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5900 loss: 1.5900 2022/08/16 13:17:37 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 13:18:05 - mmengine - INFO - Epoch(train) [171][2400/3757] lr: 1.0000e-03 eta: 1 day, 3:46:47 time: 0.3166 data_time: 0.0187 memory: 9395 grad_norm: 6.5844 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5171 loss: 1.5171 2022/08/16 13:18:37 - mmengine - INFO - Epoch(train) [171][2500/3757] lr: 1.0000e-03 eta: 1 day, 3:46:16 time: 0.3151 data_time: 0.0178 memory: 9395 grad_norm: 6.7233 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7167 loss: 1.7167 2022/08/16 13:19:09 - mmengine - INFO - Epoch(train) [171][2600/3757] lr: 1.0000e-03 eta: 1 day, 3:45:45 time: 0.3150 data_time: 0.0175 memory: 9395 grad_norm: 6.6606 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5436 loss: 1.5436 2022/08/16 13:19:41 - mmengine - INFO - Epoch(train) [171][2700/3757] lr: 1.0000e-03 eta: 1 day, 3:45:14 time: 0.3189 data_time: 0.0183 memory: 9395 grad_norm: 6.6724 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5289 loss: 1.5289 2022/08/16 13:20:12 - mmengine - INFO - Epoch(train) [171][2800/3757] lr: 1.0000e-03 eta: 1 day, 3:44:43 time: 0.3158 data_time: 0.0175 memory: 9395 grad_norm: 6.6061 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3821 loss: 1.3821 2022/08/16 13:20:44 - mmengine - INFO - Epoch(train) [171][2900/3757] lr: 1.0000e-03 eta: 1 day, 3:44:12 time: 0.3171 data_time: 0.0183 memory: 9395 grad_norm: 6.5376 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5152 loss: 1.5152 2022/08/16 13:21:16 - mmengine - INFO - Epoch(train) [171][3000/3757] lr: 1.0000e-03 eta: 1 day, 3:43:41 time: 0.3153 data_time: 0.0168 memory: 9395 grad_norm: 6.5194 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3507 loss: 1.3507 2022/08/16 13:21:47 - mmengine - INFO - Epoch(train) [171][3100/3757] lr: 1.0000e-03 eta: 1 day, 3:43:10 time: 0.3175 data_time: 0.0166 memory: 9395 grad_norm: 6.3044 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4948 loss: 1.4948 2022/08/16 13:22:19 - mmengine - INFO - Epoch(train) [171][3200/3757] lr: 1.0000e-03 eta: 1 day, 3:42:39 time: 0.3162 data_time: 0.0177 memory: 9395 grad_norm: 6.6838 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5034 loss: 1.5034 2022/08/16 13:22:51 - mmengine - INFO - Epoch(train) [171][3300/3757] lr: 1.0000e-03 eta: 1 day, 3:42:08 time: 0.3141 data_time: 0.0165 memory: 9395 grad_norm: 6.6399 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7389 loss: 1.7389 2022/08/16 13:22:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 13:23:23 - mmengine - INFO - Epoch(train) [171][3400/3757] lr: 1.0000e-03 eta: 1 day, 3:41:37 time: 0.3161 data_time: 0.0172 memory: 9395 grad_norm: 6.5334 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8824 loss: 1.8824 2022/08/16 13:23:55 - mmengine - INFO - Epoch(train) [171][3500/3757] lr: 1.0000e-03 eta: 1 day, 3:41:06 time: 0.3152 data_time: 0.0205 memory: 9395 grad_norm: 6.5080 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6113 loss: 1.6113 2022/08/16 13:24:26 - mmengine - INFO - Epoch(train) [171][3600/3757] lr: 1.0000e-03 eta: 1 day, 3:40:35 time: 0.3132 data_time: 0.0175 memory: 9395 grad_norm: 6.5399 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4640 loss: 1.4640 2022/08/16 13:24:58 - mmengine - INFO - Epoch(train) [171][3700/3757] lr: 1.0000e-03 eta: 1 day, 3:40:04 time: 0.3144 data_time: 0.0172 memory: 9395 grad_norm: 6.6876 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5879 loss: 1.5879 2022/08/16 13:25:16 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 13:25:16 - mmengine - INFO - Epoch(train) [171][3757/3757] lr: 1.0000e-03 eta: 1 day, 3:39:52 time: 0.3095 data_time: 0.0180 memory: 9395 grad_norm: 6.6232 top1_acc: 0.8571 top5_acc: 0.8571 loss_cls: 1.5424 loss: 1.5424 2022/08/16 13:25:49 - mmengine - INFO - Epoch(train) [172][100/3757] lr: 1.0000e-03 eta: 1 day, 3:39:14 time: 0.3143 data_time: 0.0172 memory: 9395 grad_norm: 6.7580 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5645 loss: 1.5645 2022/08/16 13:26:21 - mmengine - INFO - Epoch(train) [172][200/3757] lr: 1.0000e-03 eta: 1 day, 3:38:43 time: 0.3167 data_time: 0.0173 memory: 9395 grad_norm: 6.6199 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5709 loss: 1.5709 2022/08/16 13:26:53 - mmengine - INFO - Epoch(train) [172][300/3757] lr: 1.0000e-03 eta: 1 day, 3:38:12 time: 0.3169 data_time: 0.0178 memory: 9395 grad_norm: 6.4564 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5444 loss: 1.5444 2022/08/16 13:27:24 - mmengine - INFO - Epoch(train) [172][400/3757] lr: 1.0000e-03 eta: 1 day, 3:37:41 time: 0.3151 data_time: 0.0174 memory: 9395 grad_norm: 6.5436 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4719 loss: 1.4719 2022/08/16 13:27:56 - mmengine - INFO - Epoch(train) [172][500/3757] lr: 1.0000e-03 eta: 1 day, 3:37:10 time: 0.3134 data_time: 0.0168 memory: 9395 grad_norm: 6.8733 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5046 loss: 1.5046 2022/08/16 13:28:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 13:28:28 - mmengine - INFO - Epoch(train) [172][600/3757] lr: 1.0000e-03 eta: 1 day, 3:36:39 time: 0.3137 data_time: 0.0168 memory: 9395 grad_norm: 6.4869 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.5431 loss: 1.5431 2022/08/16 13:28:59 - mmengine - INFO - Epoch(train) [172][700/3757] lr: 1.0000e-03 eta: 1 day, 3:36:08 time: 0.3144 data_time: 0.0174 memory: 9395 grad_norm: 6.3004 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4079 loss: 1.4079 2022/08/16 13:29:31 - mmengine - INFO - Epoch(train) [172][800/3757] lr: 1.0000e-03 eta: 1 day, 3:35:37 time: 0.3152 data_time: 0.0173 memory: 9395 grad_norm: 6.5632 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2558 loss: 1.2558 2022/08/16 13:30:03 - mmengine - INFO - Epoch(train) [172][900/3757] lr: 1.0000e-03 eta: 1 day, 3:35:06 time: 0.3179 data_time: 0.0183 memory: 9395 grad_norm: 6.4597 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3802 loss: 1.3802 2022/08/16 13:30:35 - mmengine - INFO - Epoch(train) [172][1000/3757] lr: 1.0000e-03 eta: 1 day, 3:34:35 time: 0.3179 data_time: 0.0178 memory: 9395 grad_norm: 6.6238 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7944 loss: 1.7944 2022/08/16 13:31:06 - mmengine - INFO - Epoch(train) [172][1100/3757] lr: 1.0000e-03 eta: 1 day, 3:34:04 time: 0.3151 data_time: 0.0178 memory: 9395 grad_norm: 6.5507 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5191 loss: 1.5191 2022/08/16 13:31:38 - mmengine - INFO - Epoch(train) [172][1200/3757] lr: 1.0000e-03 eta: 1 day, 3:33:33 time: 0.3145 data_time: 0.0176 memory: 9395 grad_norm: 6.5948 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8452 loss: 1.8452 2022/08/16 13:32:10 - mmengine - INFO - Epoch(train) [172][1300/3757] lr: 1.0000e-03 eta: 1 day, 3:33:02 time: 0.3145 data_time: 0.0177 memory: 9395 grad_norm: 6.8134 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8211 loss: 1.8211 2022/08/16 13:32:42 - mmengine - INFO - Epoch(train) [172][1400/3757] lr: 1.0000e-03 eta: 1 day, 3:32:31 time: 0.3173 data_time: 0.0178 memory: 9395 grad_norm: 6.4311 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3633 loss: 1.3633 2022/08/16 13:33:13 - mmengine - INFO - Epoch(train) [172][1500/3757] lr: 1.0000e-03 eta: 1 day, 3:32:00 time: 0.3194 data_time: 0.0173 memory: 9395 grad_norm: 6.8315 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6406 loss: 1.6406 2022/08/16 13:33:30 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 13:33:45 - mmengine - INFO - Epoch(train) [172][1600/3757] lr: 1.0000e-03 eta: 1 day, 3:31:29 time: 0.3175 data_time: 0.0179 memory: 9395 grad_norm: 6.7913 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4540 loss: 1.4540 2022/08/16 13:34:17 - mmengine - INFO - Epoch(train) [172][1700/3757] lr: 1.0000e-03 eta: 1 day, 3:30:59 time: 0.3157 data_time: 0.0169 memory: 9395 grad_norm: 6.6956 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4442 loss: 1.4442 2022/08/16 13:34:49 - mmengine - INFO - Epoch(train) [172][1800/3757] lr: 1.0000e-03 eta: 1 day, 3:30:28 time: 0.3142 data_time: 0.0177 memory: 9395 grad_norm: 6.6420 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2826 loss: 1.2826 2022/08/16 13:35:21 - mmengine - INFO - Epoch(train) [172][1900/3757] lr: 1.0000e-03 eta: 1 day, 3:29:57 time: 0.3165 data_time: 0.0178 memory: 9395 grad_norm: 6.6441 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.5850 loss: 1.5850 2022/08/16 13:35:52 - mmengine - INFO - Epoch(train) [172][2000/3757] lr: 1.0000e-03 eta: 1 day, 3:29:26 time: 0.3202 data_time: 0.0176 memory: 9395 grad_norm: 6.7515 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3633 loss: 1.3633 2022/08/16 13:36:24 - mmengine - INFO - Epoch(train) [172][2100/3757] lr: 1.0000e-03 eta: 1 day, 3:28:55 time: 0.3148 data_time: 0.0190 memory: 9395 grad_norm: 6.7785 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6543 loss: 1.6543 2022/08/16 13:36:56 - mmengine - INFO - Epoch(train) [172][2200/3757] lr: 1.0000e-03 eta: 1 day, 3:28:24 time: 0.3151 data_time: 0.0182 memory: 9395 grad_norm: 6.8447 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6076 loss: 1.6076 2022/08/16 13:37:28 - mmengine - INFO - Epoch(train) [172][2300/3757] lr: 1.0000e-03 eta: 1 day, 3:27:53 time: 0.3150 data_time: 0.0181 memory: 9395 grad_norm: 6.7141 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6351 loss: 1.6351 2022/08/16 13:37:59 - mmengine - INFO - Epoch(train) [172][2400/3757] lr: 1.0000e-03 eta: 1 day, 3:27:22 time: 0.3156 data_time: 0.0170 memory: 9395 grad_norm: 6.5618 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7986 loss: 1.7986 2022/08/16 13:38:31 - mmengine - INFO - Epoch(train) [172][2500/3757] lr: 1.0000e-03 eta: 1 day, 3:26:51 time: 0.3151 data_time: 0.0171 memory: 9395 grad_norm: 6.6266 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6542 loss: 1.6542 2022/08/16 13:38:48 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 13:39:03 - mmengine - INFO - Epoch(train) [172][2600/3757] lr: 1.0000e-03 eta: 1 day, 3:26:20 time: 0.3278 data_time: 0.0166 memory: 9395 grad_norm: 6.8842 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6724 loss: 1.6724 2022/08/16 13:39:35 - mmengine - INFO - Epoch(train) [172][2700/3757] lr: 1.0000e-03 eta: 1 day, 3:25:49 time: 0.3156 data_time: 0.0166 memory: 9395 grad_norm: 6.7463 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6283 loss: 1.6283 2022/08/16 13:40:07 - mmengine - INFO - Epoch(train) [172][2800/3757] lr: 1.0000e-03 eta: 1 day, 3:25:18 time: 0.3175 data_time: 0.0183 memory: 9395 grad_norm: 6.5266 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6989 loss: 1.6989 2022/08/16 13:40:38 - mmengine - INFO - Epoch(train) [172][2900/3757] lr: 1.0000e-03 eta: 1 day, 3:24:47 time: 0.3148 data_time: 0.0181 memory: 9395 grad_norm: 6.5895 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7325 loss: 1.7325 2022/08/16 13:41:10 - mmengine - INFO - Epoch(train) [172][3000/3757] lr: 1.0000e-03 eta: 1 day, 3:24:16 time: 0.3138 data_time: 0.0167 memory: 9395 grad_norm: 6.6373 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4936 loss: 1.4936 2022/08/16 13:41:42 - mmengine - INFO - Epoch(train) [172][3100/3757] lr: 1.0000e-03 eta: 1 day, 3:23:46 time: 0.3200 data_time: 0.0174 memory: 9395 grad_norm: 6.5366 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6452 loss: 1.6452 2022/08/16 13:42:14 - mmengine - INFO - Epoch(train) [172][3200/3757] lr: 1.0000e-03 eta: 1 day, 3:23:15 time: 0.3180 data_time: 0.0190 memory: 9395 grad_norm: 6.4407 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.4774 loss: 1.4774 2022/08/16 13:42:46 - mmengine - INFO - Epoch(train) [172][3300/3757] lr: 1.0000e-03 eta: 1 day, 3:22:44 time: 0.3147 data_time: 0.0181 memory: 9395 grad_norm: 6.6084 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4457 loss: 1.4457 2022/08/16 13:43:17 - mmengine - INFO - Epoch(train) [172][3400/3757] lr: 1.0000e-03 eta: 1 day, 3:22:13 time: 0.3164 data_time: 0.0182 memory: 9395 grad_norm: 6.6317 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8680 loss: 1.8680 2022/08/16 13:43:49 - mmengine - INFO - Epoch(train) [172][3500/3757] lr: 1.0000e-03 eta: 1 day, 3:21:42 time: 0.3156 data_time: 0.0170 memory: 9395 grad_norm: 6.5597 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4548 loss: 1.4548 2022/08/16 13:44:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 13:44:21 - mmengine - INFO - Epoch(train) [172][3600/3757] lr: 1.0000e-03 eta: 1 day, 3:21:11 time: 0.3180 data_time: 0.0184 memory: 9395 grad_norm: 6.6823 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4805 loss: 1.4805 2022/08/16 13:44:53 - mmengine - INFO - Epoch(train) [172][3700/3757] lr: 1.0000e-03 eta: 1 day, 3:20:40 time: 0.3149 data_time: 0.0186 memory: 9395 grad_norm: 6.6001 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7846 loss: 1.7846 2022/08/16 13:45:11 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 13:45:11 - mmengine - INFO - Epoch(train) [172][3757/3757] lr: 1.0000e-03 eta: 1 day, 3:20:27 time: 0.3078 data_time: 0.0171 memory: 9395 grad_norm: 6.5807 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 1.4004 loss: 1.4004 2022/08/16 13:45:11 - mmengine - INFO - Saving checkpoint at 172 epochs 2022/08/16 13:45:45 - mmengine - INFO - Epoch(train) [173][100/3757] lr: 1.0000e-03 eta: 1 day, 3:19:49 time: 0.3159 data_time: 0.0196 memory: 9395 grad_norm: 6.7866 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4846 loss: 1.4846 2022/08/16 13:46:17 - mmengine - INFO - Epoch(train) [173][200/3757] lr: 1.0000e-03 eta: 1 day, 3:19:18 time: 0.3185 data_time: 0.0178 memory: 9395 grad_norm: 6.8356 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5257 loss: 1.5257 2022/08/16 13:46:49 - mmengine - INFO - Epoch(train) [173][300/3757] lr: 1.0000e-03 eta: 1 day, 3:18:47 time: 0.3145 data_time: 0.0176 memory: 9395 grad_norm: 6.7486 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6912 loss: 1.6912 2022/08/16 13:47:21 - mmengine - INFO - Epoch(train) [173][400/3757] lr: 1.0000e-03 eta: 1 day, 3:18:16 time: 0.3158 data_time: 0.0176 memory: 9395 grad_norm: 6.5715 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.3627 loss: 1.3627 2022/08/16 13:47:52 - mmengine - INFO - Epoch(train) [173][500/3757] lr: 1.0000e-03 eta: 1 day, 3:17:45 time: 0.3153 data_time: 0.0198 memory: 9395 grad_norm: 6.5529 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5303 loss: 1.5303 2022/08/16 13:48:24 - mmengine - INFO - Epoch(train) [173][600/3757] lr: 1.0000e-03 eta: 1 day, 3:17:14 time: 0.3136 data_time: 0.0173 memory: 9395 grad_norm: 6.7987 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5298 loss: 1.5298 2022/08/16 13:48:56 - mmengine - INFO - Epoch(train) [173][700/3757] lr: 1.0000e-03 eta: 1 day, 3:16:43 time: 0.3198 data_time: 0.0216 memory: 9395 grad_norm: 6.9184 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5050 loss: 1.5050 2022/08/16 13:49:26 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 13:49:28 - mmengine - INFO - Epoch(train) [173][800/3757] lr: 1.0000e-03 eta: 1 day, 3:16:12 time: 0.3155 data_time: 0.0183 memory: 9395 grad_norm: 6.7686 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5765 loss: 1.5765 2022/08/16 13:49:59 - mmengine - INFO - Epoch(train) [173][900/3757] lr: 1.0000e-03 eta: 1 day, 3:15:41 time: 0.3156 data_time: 0.0163 memory: 9395 grad_norm: 6.6497 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6716 loss: 1.6716 2022/08/16 13:50:31 - mmengine - INFO - Epoch(train) [173][1000/3757] lr: 1.0000e-03 eta: 1 day, 3:15:10 time: 0.3148 data_time: 0.0170 memory: 9395 grad_norm: 6.9054 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6624 loss: 1.6624 2022/08/16 13:51:03 - mmengine - INFO - Epoch(train) [173][1100/3757] lr: 1.0000e-03 eta: 1 day, 3:14:40 time: 0.3158 data_time: 0.0176 memory: 9395 grad_norm: 6.5513 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3823 loss: 1.3823 2022/08/16 13:51:35 - mmengine - INFO - Epoch(train) [173][1200/3757] lr: 1.0000e-03 eta: 1 day, 3:14:09 time: 0.3163 data_time: 0.0165 memory: 9395 grad_norm: 6.8033 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6962 loss: 1.6962 2022/08/16 13:52:07 - mmengine - INFO - Epoch(train) [173][1300/3757] lr: 1.0000e-03 eta: 1 day, 3:13:38 time: 0.3152 data_time: 0.0169 memory: 9395 grad_norm: 6.7615 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5707 loss: 1.5707 2022/08/16 13:52:38 - mmengine - INFO - Epoch(train) [173][1400/3757] lr: 1.0000e-03 eta: 1 day, 3:13:07 time: 0.3153 data_time: 0.0180 memory: 9395 grad_norm: 6.8873 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4895 loss: 1.4895 2022/08/16 13:53:10 - mmengine - INFO - Epoch(train) [173][1500/3757] lr: 1.0000e-03 eta: 1 day, 3:12:36 time: 0.3159 data_time: 0.0174 memory: 9395 grad_norm: 6.7418 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4422 loss: 1.4422 2022/08/16 13:53:42 - mmengine - INFO - Epoch(train) [173][1600/3757] lr: 1.0000e-03 eta: 1 day, 3:12:05 time: 0.3164 data_time: 0.0168 memory: 9395 grad_norm: 6.8180 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3763 loss: 1.3763 2022/08/16 13:54:14 - mmengine - INFO - Epoch(train) [173][1700/3757] lr: 1.0000e-03 eta: 1 day, 3:11:34 time: 0.3177 data_time: 0.0179 memory: 9395 grad_norm: 6.3218 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.6576 loss: 1.6576 2022/08/16 13:54:44 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 13:54:45 - mmengine - INFO - Epoch(train) [173][1800/3757] lr: 1.0000e-03 eta: 1 day, 3:11:03 time: 0.3167 data_time: 0.0168 memory: 9395 grad_norm: 6.6744 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7187 loss: 1.7187 2022/08/16 13:55:17 - mmengine - INFO - Epoch(train) [173][1900/3757] lr: 1.0000e-03 eta: 1 day, 3:10:32 time: 0.3139 data_time: 0.0171 memory: 9395 grad_norm: 6.7336 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7421 loss: 1.7421 2022/08/16 13:55:49 - mmengine - INFO - Epoch(train) [173][2000/3757] lr: 1.0000e-03 eta: 1 day, 3:10:01 time: 0.3153 data_time: 0.0171 memory: 9395 grad_norm: 6.8383 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9212 loss: 1.9212 2022/08/16 13:56:21 - mmengine - INFO - Epoch(train) [173][2100/3757] lr: 1.0000e-03 eta: 1 day, 3:09:30 time: 0.3157 data_time: 0.0173 memory: 9395 grad_norm: 6.7059 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5412 loss: 1.5412 2022/08/16 13:56:52 - mmengine - INFO - Epoch(train) [173][2200/3757] lr: 1.0000e-03 eta: 1 day, 3:08:59 time: 0.3146 data_time: 0.0170 memory: 9395 grad_norm: 6.4797 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3834 loss: 1.3834 2022/08/16 13:57:24 - mmengine - INFO - Epoch(train) [173][2300/3757] lr: 1.0000e-03 eta: 1 day, 3:08:28 time: 0.3180 data_time: 0.0179 memory: 9395 grad_norm: 6.7030 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4345 loss: 1.4345 2022/08/16 13:57:56 - mmengine - INFO - Epoch(train) [173][2400/3757] lr: 1.0000e-03 eta: 1 day, 3:07:57 time: 0.3154 data_time: 0.0184 memory: 9395 grad_norm: 6.7707 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4154 loss: 1.4154 2022/08/16 13:58:28 - mmengine - INFO - Epoch(train) [173][2500/3757] lr: 1.0000e-03 eta: 1 day, 3:07:26 time: 0.3154 data_time: 0.0177 memory: 9395 grad_norm: 6.6749 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5167 loss: 1.5167 2022/08/16 13:59:00 - mmengine - INFO - Epoch(train) [173][2600/3757] lr: 1.0000e-03 eta: 1 day, 3:06:55 time: 0.3148 data_time: 0.0176 memory: 9395 grad_norm: 6.6900 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2041 loss: 1.2041 2022/08/16 13:59:31 - mmengine - INFO - Epoch(train) [173][2700/3757] lr: 1.0000e-03 eta: 1 day, 3:06:24 time: 0.3153 data_time: 0.0174 memory: 9395 grad_norm: 6.8016 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3346 loss: 1.3346 2022/08/16 14:00:02 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 14:00:03 - mmengine - INFO - Epoch(train) [173][2800/3757] lr: 1.0000e-03 eta: 1 day, 3:05:54 time: 0.3162 data_time: 0.0181 memory: 9395 grad_norm: 6.7078 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5824 loss: 1.5824 2022/08/16 14:00:35 - mmengine - INFO - Epoch(train) [173][2900/3757] lr: 1.0000e-03 eta: 1 day, 3:05:23 time: 0.3164 data_time: 0.0180 memory: 9395 grad_norm: 6.5349 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6328 loss: 1.6328 2022/08/16 14:01:07 - mmengine - INFO - Epoch(train) [173][3000/3757] lr: 1.0000e-03 eta: 1 day, 3:04:52 time: 0.3162 data_time: 0.0168 memory: 9395 grad_norm: 6.8504 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6851 loss: 1.6851 2022/08/16 14:01:38 - mmengine - INFO - Epoch(train) [173][3100/3757] lr: 1.0000e-03 eta: 1 day, 3:04:21 time: 0.3157 data_time: 0.0181 memory: 9395 grad_norm: 6.7324 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5521 loss: 1.5521 2022/08/16 14:02:10 - mmengine - INFO - Epoch(train) [173][3200/3757] lr: 1.0000e-03 eta: 1 day, 3:03:50 time: 0.3153 data_time: 0.0169 memory: 9395 grad_norm: 6.5875 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4027 loss: 1.4027 2022/08/16 14:02:42 - mmengine - INFO - Epoch(train) [173][3300/3757] lr: 1.0000e-03 eta: 1 day, 3:03:19 time: 0.3146 data_time: 0.0172 memory: 9395 grad_norm: 6.7370 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3159 loss: 1.3159 2022/08/16 14:03:14 - mmengine - INFO - Epoch(train) [173][3400/3757] lr: 1.0000e-03 eta: 1 day, 3:02:48 time: 0.3274 data_time: 0.0180 memory: 9395 grad_norm: 6.5948 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3235 loss: 1.3235 2022/08/16 14:03:46 - mmengine - INFO - Epoch(train) [173][3500/3757] lr: 1.0000e-03 eta: 1 day, 3:02:17 time: 0.3154 data_time: 0.0178 memory: 9395 grad_norm: 6.7378 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5130 loss: 1.5130 2022/08/16 14:04:17 - mmengine - INFO - Epoch(train) [173][3600/3757] lr: 1.0000e-03 eta: 1 day, 3:01:46 time: 0.3196 data_time: 0.0200 memory: 9395 grad_norm: 6.9897 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6449 loss: 1.6449 2022/08/16 14:04:49 - mmengine - INFO - Epoch(train) [173][3700/3757] lr: 1.0000e-03 eta: 1 day, 3:01:15 time: 0.3146 data_time: 0.0187 memory: 9395 grad_norm: 6.7597 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5456 loss: 1.5456 2022/08/16 14:05:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 14:05:07 - mmengine - INFO - Epoch(train) [173][3757/3757] lr: 1.0000e-03 eta: 1 day, 3:01:03 time: 0.3075 data_time: 0.0169 memory: 9395 grad_norm: 6.4541 top1_acc: 0.4286 top5_acc: 0.5714 loss_cls: 1.4611 loss: 1.4611 2022/08/16 14:05:21 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 14:05:40 - mmengine - INFO - Epoch(train) [174][100/3757] lr: 1.0000e-03 eta: 1 day, 3:00:25 time: 0.3147 data_time: 0.0195 memory: 9395 grad_norm: 6.7137 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6305 loss: 1.6305 2022/08/16 14:06:12 - mmengine - INFO - Epoch(train) [174][200/3757] lr: 1.0000e-03 eta: 1 day, 2:59:54 time: 0.3158 data_time: 0.0189 memory: 9395 grad_norm: 6.7291 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4377 loss: 1.4377 2022/08/16 14:06:44 - mmengine - INFO - Epoch(train) [174][300/3757] lr: 1.0000e-03 eta: 1 day, 2:59:23 time: 0.3247 data_time: 0.0176 memory: 9395 grad_norm: 6.5286 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4054 loss: 1.4054 2022/08/16 14:07:16 - mmengine - INFO - Epoch(train) [174][400/3757] lr: 1.0000e-03 eta: 1 day, 2:58:52 time: 0.3177 data_time: 0.0175 memory: 9395 grad_norm: 6.4873 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2765 loss: 1.2765 2022/08/16 14:07:48 - mmengine - INFO - Epoch(train) [174][500/3757] lr: 1.0000e-03 eta: 1 day, 2:58:21 time: 0.3169 data_time: 0.0176 memory: 9395 grad_norm: 6.8727 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4602 loss: 1.4602 2022/08/16 14:08:19 - mmengine - INFO - Epoch(train) [174][600/3757] lr: 1.0000e-03 eta: 1 day, 2:57:50 time: 0.3168 data_time: 0.0187 memory: 9395 grad_norm: 6.6344 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5409 loss: 1.5409 2022/08/16 14:08:51 - mmengine - INFO - Epoch(train) [174][700/3757] lr: 1.0000e-03 eta: 1 day, 2:57:19 time: 0.3165 data_time: 0.0186 memory: 9395 grad_norm: 6.6891 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5769 loss: 1.5769 2022/08/16 14:09:23 - mmengine - INFO - Epoch(train) [174][800/3757] lr: 1.0000e-03 eta: 1 day, 2:56:48 time: 0.3151 data_time: 0.0163 memory: 9395 grad_norm: 6.7877 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4724 loss: 1.4724 2022/08/16 14:09:55 - mmengine - INFO - Epoch(train) [174][900/3757] lr: 1.0000e-03 eta: 1 day, 2:56:17 time: 0.3141 data_time: 0.0177 memory: 9395 grad_norm: 6.6587 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2989 loss: 1.2989 2022/08/16 14:10:27 - mmengine - INFO - Epoch(train) [174][1000/3757] lr: 1.0000e-03 eta: 1 day, 2:55:46 time: 0.3166 data_time: 0.0187 memory: 9395 grad_norm: 6.7267 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7425 loss: 1.7425 2022/08/16 14:10:39 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 14:10:59 - mmengine - INFO - Epoch(train) [174][1100/3757] lr: 1.0000e-03 eta: 1 day, 2:55:15 time: 0.3323 data_time: 0.0175 memory: 9395 grad_norm: 6.7992 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6655 loss: 1.6655 2022/08/16 14:11:30 - mmengine - INFO - Epoch(train) [174][1200/3757] lr: 1.0000e-03 eta: 1 day, 2:54:44 time: 0.3168 data_time: 0.0182 memory: 9395 grad_norm: 6.8167 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5101 loss: 1.5101 2022/08/16 14:12:02 - mmengine - INFO - Epoch(train) [174][1300/3757] lr: 1.0000e-03 eta: 1 day, 2:54:13 time: 0.3145 data_time: 0.0172 memory: 9395 grad_norm: 6.8167 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3531 loss: 1.3531 2022/08/16 14:12:34 - mmengine - INFO - Epoch(train) [174][1400/3757] lr: 1.0000e-03 eta: 1 day, 2:53:42 time: 0.3161 data_time: 0.0174 memory: 9395 grad_norm: 7.1607 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.6559 loss: 1.6559 2022/08/16 14:13:05 - mmengine - INFO - Epoch(train) [174][1500/3757] lr: 1.0000e-03 eta: 1 day, 2:53:11 time: 0.3148 data_time: 0.0184 memory: 9395 grad_norm: 6.7776 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8642 loss: 1.8642 2022/08/16 14:13:37 - mmengine - INFO - Epoch(train) [174][1600/3757] lr: 1.0000e-03 eta: 1 day, 2:52:40 time: 0.3151 data_time: 0.0174 memory: 9395 grad_norm: 6.8937 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4816 loss: 1.4816 2022/08/16 14:14:09 - mmengine - INFO - Epoch(train) [174][1700/3757] lr: 1.0000e-03 eta: 1 day, 2:52:10 time: 0.3224 data_time: 0.0194 memory: 9395 grad_norm: 6.7597 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4331 loss: 1.4331 2022/08/16 14:14:41 - mmengine - INFO - Epoch(train) [174][1800/3757] lr: 1.0000e-03 eta: 1 day, 2:51:39 time: 0.3170 data_time: 0.0198 memory: 9395 grad_norm: 6.6955 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3680 loss: 1.3680 2022/08/16 14:15:13 - mmengine - INFO - Epoch(train) [174][1900/3757] lr: 1.0000e-03 eta: 1 day, 2:51:08 time: 0.3150 data_time: 0.0176 memory: 9395 grad_norm: 6.8533 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8058 loss: 1.8058 2022/08/16 14:15:45 - mmengine - INFO - Epoch(train) [174][2000/3757] lr: 1.0000e-03 eta: 1 day, 2:50:37 time: 0.3219 data_time: 0.0172 memory: 9395 grad_norm: 6.9008 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4570 loss: 1.4570 2022/08/16 14:15:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 14:16:17 - mmengine - INFO - Epoch(train) [174][2100/3757] lr: 1.0000e-03 eta: 1 day, 2:50:06 time: 0.3186 data_time: 0.0187 memory: 9395 grad_norm: 6.8428 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6381 loss: 1.6381 2022/08/16 14:16:49 - mmengine - INFO - Epoch(train) [174][2200/3757] lr: 1.0000e-03 eta: 1 day, 2:49:35 time: 0.3149 data_time: 0.0173 memory: 9395 grad_norm: 6.8825 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4818 loss: 1.4818 2022/08/16 14:17:20 - mmengine - INFO - Epoch(train) [174][2300/3757] lr: 1.0000e-03 eta: 1 day, 2:49:04 time: 0.3268 data_time: 0.0178 memory: 9395 grad_norm: 6.8040 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8456 loss: 1.8456 2022/08/16 14:17:52 - mmengine - INFO - Epoch(train) [174][2400/3757] lr: 1.0000e-03 eta: 1 day, 2:48:33 time: 0.3150 data_time: 0.0183 memory: 9395 grad_norm: 6.8456 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5807 loss: 1.5807 2022/08/16 14:18:24 - mmengine - INFO - Epoch(train) [174][2500/3757] lr: 1.0000e-03 eta: 1 day, 2:48:02 time: 0.3155 data_time: 0.0176 memory: 9395 grad_norm: 6.7729 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5415 loss: 1.5415 2022/08/16 14:18:56 - mmengine - INFO - Epoch(train) [174][2600/3757] lr: 1.0000e-03 eta: 1 day, 2:47:31 time: 0.3170 data_time: 0.0179 memory: 9395 grad_norm: 6.8363 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6416 loss: 1.6416 2022/08/16 14:19:28 - mmengine - INFO - Epoch(train) [174][2700/3757] lr: 1.0000e-03 eta: 1 day, 2:47:00 time: 0.3158 data_time: 0.0178 memory: 9395 grad_norm: 6.8968 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6819 loss: 1.6819 2022/08/16 14:19:59 - mmengine - INFO - Epoch(train) [174][2800/3757] lr: 1.0000e-03 eta: 1 day, 2:46:29 time: 0.3170 data_time: 0.0179 memory: 9395 grad_norm: 6.8907 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4633 loss: 1.4633 2022/08/16 14:20:31 - mmengine - INFO - Epoch(train) [174][2900/3757] lr: 1.0000e-03 eta: 1 day, 2:45:58 time: 0.3155 data_time: 0.0166 memory: 9395 grad_norm: 7.0176 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6323 loss: 1.6323 2022/08/16 14:21:03 - mmengine - INFO - Epoch(train) [174][3000/3757] lr: 1.0000e-03 eta: 1 day, 2:45:27 time: 0.3142 data_time: 0.0174 memory: 9395 grad_norm: 7.1206 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6320 loss: 1.6320 2022/08/16 14:21:15 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 14:21:35 - mmengine - INFO - Epoch(train) [174][3100/3757] lr: 1.0000e-03 eta: 1 day, 2:44:56 time: 0.3135 data_time: 0.0172 memory: 9395 grad_norm: 6.7803 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4842 loss: 1.4842 2022/08/16 14:22:06 - mmengine - INFO - Epoch(train) [174][3200/3757] lr: 1.0000e-03 eta: 1 day, 2:44:25 time: 0.3155 data_time: 0.0174 memory: 9395 grad_norm: 6.4535 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3817 loss: 1.3817 2022/08/16 14:22:38 - mmengine - INFO - Epoch(train) [174][3300/3757] lr: 1.0000e-03 eta: 1 day, 2:43:55 time: 0.3231 data_time: 0.0177 memory: 9395 grad_norm: 6.6958 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 1.6931 loss: 1.6931 2022/08/16 14:23:10 - mmengine - INFO - Epoch(train) [174][3400/3757] lr: 1.0000e-03 eta: 1 day, 2:43:24 time: 0.3163 data_time: 0.0183 memory: 9395 grad_norm: 6.7393 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5402 loss: 1.5402 2022/08/16 14:23:42 - mmengine - INFO - Epoch(train) [174][3500/3757] lr: 1.0000e-03 eta: 1 day, 2:42:53 time: 0.3152 data_time: 0.0174 memory: 9395 grad_norm: 6.9885 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0126 loss: 2.0126 2022/08/16 14:24:13 - mmengine - INFO - Epoch(train) [174][3600/3757] lr: 1.0000e-03 eta: 1 day, 2:42:22 time: 0.3129 data_time: 0.0179 memory: 9395 grad_norm: 6.6773 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7216 loss: 1.7216 2022/08/16 14:24:45 - mmengine - INFO - Epoch(train) [174][3700/3757] lr: 1.0000e-03 eta: 1 day, 2:41:51 time: 0.3211 data_time: 0.0179 memory: 9395 grad_norm: 6.8095 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.6747 loss: 1.6747 2022/08/16 14:25:03 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 14:25:03 - mmengine - INFO - Epoch(train) [174][3757/3757] lr: 1.0000e-03 eta: 1 day, 2:41:38 time: 0.3094 data_time: 0.0177 memory: 9395 grad_norm: 6.7720 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 1.7560 loss: 1.7560 2022/08/16 14:25:37 - mmengine - INFO - Epoch(train) [175][100/3757] lr: 1.0000e-03 eta: 1 day, 2:41:00 time: 0.3163 data_time: 0.0189 memory: 9395 grad_norm: 6.7450 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 1.5642 loss: 1.5642 2022/08/16 14:26:08 - mmengine - INFO - Epoch(train) [175][200/3757] lr: 1.0000e-03 eta: 1 day, 2:40:29 time: 0.3160 data_time: 0.0176 memory: 9395 grad_norm: 6.8855 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5542 loss: 1.5542 2022/08/16 14:26:34 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 14:26:40 - mmengine - INFO - Epoch(train) [175][300/3757] lr: 1.0000e-03 eta: 1 day, 2:39:58 time: 0.3155 data_time: 0.0179 memory: 9395 grad_norm: 6.5349 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6074 loss: 1.6074 2022/08/16 14:27:12 - mmengine - INFO - Epoch(train) [175][400/3757] lr: 1.0000e-03 eta: 1 day, 2:39:27 time: 0.3156 data_time: 0.0175 memory: 9395 grad_norm: 6.8689 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5473 loss: 1.5473 2022/08/16 14:27:44 - mmengine - INFO - Epoch(train) [175][500/3757] lr: 1.0000e-03 eta: 1 day, 2:38:56 time: 0.3175 data_time: 0.0176 memory: 9395 grad_norm: 6.8624 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4837 loss: 1.4837 2022/08/16 14:28:16 - mmengine - INFO - Epoch(train) [175][600/3757] lr: 1.0000e-03 eta: 1 day, 2:38:26 time: 0.3191 data_time: 0.0166 memory: 9395 grad_norm: 6.7899 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5029 loss: 1.5029 2022/08/16 14:28:47 - mmengine - INFO - Epoch(train) [175][700/3757] lr: 1.0000e-03 eta: 1 day, 2:37:55 time: 0.3164 data_time: 0.0185 memory: 9395 grad_norm: 6.7136 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4467 loss: 1.4467 2022/08/16 14:29:19 - mmengine - INFO - Epoch(train) [175][800/3757] lr: 1.0000e-03 eta: 1 day, 2:37:24 time: 0.3209 data_time: 0.0181 memory: 9395 grad_norm: 6.8775 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6837 loss: 1.6837 2022/08/16 14:29:51 - mmengine - INFO - Epoch(train) [175][900/3757] lr: 1.0000e-03 eta: 1 day, 2:36:53 time: 0.3213 data_time: 0.0175 memory: 9395 grad_norm: 6.6878 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4857 loss: 1.4857 2022/08/16 14:30:23 - mmengine - INFO - Epoch(train) [175][1000/3757] lr: 1.0000e-03 eta: 1 day, 2:36:22 time: 0.3164 data_time: 0.0173 memory: 9395 grad_norm: 6.6090 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5323 loss: 1.5323 2022/08/16 14:30:55 - mmengine - INFO - Epoch(train) [175][1100/3757] lr: 1.0000e-03 eta: 1 day, 2:35:51 time: 0.3158 data_time: 0.0176 memory: 9395 grad_norm: 6.9504 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5124 loss: 1.5124 2022/08/16 14:31:26 - mmengine - INFO - Epoch(train) [175][1200/3757] lr: 1.0000e-03 eta: 1 day, 2:35:20 time: 0.3181 data_time: 0.0187 memory: 9395 grad_norm: 6.9526 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5614 loss: 1.5614 2022/08/16 14:31:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 14:31:58 - mmengine - INFO - Epoch(train) [175][1300/3757] lr: 1.0000e-03 eta: 1 day, 2:34:49 time: 0.3141 data_time: 0.0192 memory: 9395 grad_norm: 6.8968 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5396 loss: 1.5396 2022/08/16 14:32:30 - mmengine - INFO - Epoch(train) [175][1400/3757] lr: 1.0000e-03 eta: 1 day, 2:34:18 time: 0.3184 data_time: 0.0184 memory: 9395 grad_norm: 6.6856 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2857 loss: 1.2857 2022/08/16 14:33:02 - mmengine - INFO - Epoch(train) [175][1500/3757] lr: 1.0000e-03 eta: 1 day, 2:33:47 time: 0.3186 data_time: 0.0180 memory: 9395 grad_norm: 6.8866 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6515 loss: 1.6515 2022/08/16 14:33:34 - mmengine - INFO - Epoch(train) [175][1600/3757] lr: 1.0000e-03 eta: 1 day, 2:33:16 time: 0.3151 data_time: 0.0169 memory: 9395 grad_norm: 6.6406 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.4233 loss: 1.4233 2022/08/16 14:34:05 - mmengine - INFO - Epoch(train) [175][1700/3757] lr: 1.0000e-03 eta: 1 day, 2:32:45 time: 0.3148 data_time: 0.0175 memory: 9395 grad_norm: 6.7500 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4454 loss: 1.4454 2022/08/16 14:34:37 - mmengine - INFO - Epoch(train) [175][1800/3757] lr: 1.0000e-03 eta: 1 day, 2:32:14 time: 0.3157 data_time: 0.0173 memory: 9395 grad_norm: 6.7288 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6220 loss: 1.6220 2022/08/16 14:35:09 - mmengine - INFO - Epoch(train) [175][1900/3757] lr: 1.0000e-03 eta: 1 day, 2:31:43 time: 0.3174 data_time: 0.0184 memory: 9395 grad_norm: 6.6051 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7346 loss: 1.7346 2022/08/16 14:35:40 - mmengine - INFO - Epoch(train) [175][2000/3757] lr: 1.0000e-03 eta: 1 day, 2:31:12 time: 0.3146 data_time: 0.0174 memory: 9395 grad_norm: 7.1291 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6236 loss: 1.6236 2022/08/16 14:36:12 - mmengine - INFO - Epoch(train) [175][2100/3757] lr: 1.0000e-03 eta: 1 day, 2:30:41 time: 0.3205 data_time: 0.0173 memory: 9395 grad_norm: 6.8232 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4812 loss: 1.4812 2022/08/16 14:36:44 - mmengine - INFO - Epoch(train) [175][2200/3757] lr: 1.0000e-03 eta: 1 day, 2:30:10 time: 0.3177 data_time: 0.0173 memory: 9395 grad_norm: 6.8620 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5900 loss: 1.5900 2022/08/16 14:37:10 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 14:37:16 - mmengine - INFO - Epoch(train) [175][2300/3757] lr: 1.0000e-03 eta: 1 day, 2:29:39 time: 0.3183 data_time: 0.0175 memory: 9395 grad_norm: 6.7030 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5069 loss: 1.5069 2022/08/16 14:37:48 - mmengine - INFO - Epoch(train) [175][2400/3757] lr: 1.0000e-03 eta: 1 day, 2:29:08 time: 0.3160 data_time: 0.0197 memory: 9395 grad_norm: 6.9018 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.5616 loss: 1.5616 2022/08/16 14:38:19 - mmengine - INFO - Epoch(train) [175][2500/3757] lr: 1.0000e-03 eta: 1 day, 2:28:37 time: 0.3164 data_time: 0.0171 memory: 9395 grad_norm: 6.9487 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4482 loss: 1.4482 2022/08/16 14:38:51 - mmengine - INFO - Epoch(train) [175][2600/3757] lr: 1.0000e-03 eta: 1 day, 2:28:06 time: 0.3174 data_time: 0.0189 memory: 9395 grad_norm: 6.9543 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4060 loss: 1.4060 2022/08/16 14:39:23 - mmengine - INFO - Epoch(train) [175][2700/3757] lr: 1.0000e-03 eta: 1 day, 2:27:35 time: 0.3163 data_time: 0.0175 memory: 9395 grad_norm: 6.7774 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5519 loss: 1.5519 2022/08/16 14:39:55 - mmengine - INFO - Epoch(train) [175][2800/3757] lr: 1.0000e-03 eta: 1 day, 2:27:04 time: 0.3154 data_time: 0.0165 memory: 9395 grad_norm: 6.8411 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4212 loss: 1.4212 2022/08/16 14:40:27 - mmengine - INFO - Epoch(train) [175][2900/3757] lr: 1.0000e-03 eta: 1 day, 2:26:33 time: 0.3171 data_time: 0.0177 memory: 9395 grad_norm: 6.9084 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9289 loss: 1.9289 2022/08/16 14:40:58 - mmengine - INFO - Epoch(train) [175][3000/3757] lr: 1.0000e-03 eta: 1 day, 2:26:02 time: 0.3153 data_time: 0.0173 memory: 9395 grad_norm: 7.0428 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4708 loss: 1.4708 2022/08/16 14:41:30 - mmengine - INFO - Epoch(train) [175][3100/3757] lr: 1.0000e-03 eta: 1 day, 2:25:32 time: 0.3167 data_time: 0.0172 memory: 9395 grad_norm: 7.1503 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6440 loss: 1.6440 2022/08/16 14:42:02 - mmengine - INFO - Epoch(train) [175][3200/3757] lr: 1.0000e-03 eta: 1 day, 2:25:01 time: 0.3171 data_time: 0.0184 memory: 9395 grad_norm: 6.9716 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8326 loss: 1.8326 2022/08/16 14:42:28 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 14:42:34 - mmengine - INFO - Epoch(train) [175][3300/3757] lr: 1.0000e-03 eta: 1 day, 2:24:30 time: 0.3175 data_time: 0.0178 memory: 9395 grad_norm: 6.7627 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 1.7481 loss: 1.7481 2022/08/16 14:43:06 - mmengine - INFO - Epoch(train) [175][3400/3757] lr: 1.0000e-03 eta: 1 day, 2:23:59 time: 0.3146 data_time: 0.0174 memory: 9395 grad_norm: 6.8627 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4176 loss: 1.4176 2022/08/16 14:43:37 - mmengine - INFO - Epoch(train) [175][3500/3757] lr: 1.0000e-03 eta: 1 day, 2:23:28 time: 0.3180 data_time: 0.0182 memory: 9395 grad_norm: 7.1291 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7397 loss: 1.7397 2022/08/16 14:44:09 - mmengine - INFO - Epoch(train) [175][3600/3757] lr: 1.0000e-03 eta: 1 day, 2:22:57 time: 0.3152 data_time: 0.0162 memory: 9395 grad_norm: 7.1281 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3397 loss: 1.3397 2022/08/16 14:44:41 - mmengine - INFO - Epoch(train) [175][3700/3757] lr: 1.0000e-03 eta: 1 day, 2:22:26 time: 0.3161 data_time: 0.0180 memory: 9395 grad_norm: 6.8898 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5330 loss: 1.5330 2022/08/16 14:44:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 14:44:59 - mmengine - INFO - Epoch(train) [175][3757/3757] lr: 1.0000e-03 eta: 1 day, 2:22:13 time: 0.3126 data_time: 0.0203 memory: 9395 grad_norm: 6.7545 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3672 loss: 1.3672 2022/08/16 14:45:17 - mmengine - INFO - Epoch(val) [175][100/310] eta: 0:00:38 time: 0.1822 data_time: 0.0826 memory: 1523 2022/08/16 14:45:34 - mmengine - INFO - Epoch(val) [175][200/310] eta: 0:00:16 time: 0.1499 data_time: 0.0519 memory: 1523 2022/08/16 14:45:51 - mmengine - INFO - Epoch(val) [175][300/310] eta: 0:00:01 time: 0.1636 data_time: 0.0641 memory: 1523 2022/08/16 14:45:55 - mmengine - INFO - Epoch(val) [175][310/310] acc/top1: 0.6751 acc/top5: 0.8743 acc/mean1: 0.6750 2022/08/16 14:45:55 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr/best_acc/top1_epoch_171.pth is removed 2022/08/16 14:45:58 - mmengine - INFO - The best checkpoint with 0.6751 acc/top1 at 176 epoch is saved to best_acc/top1_epoch_176.pth. 2022/08/16 14:46:30 - mmengine - INFO - Epoch(train) [176][100/3757] lr: 1.0000e-03 eta: 1 day, 2:21:35 time: 0.3178 data_time: 0.0186 memory: 9395 grad_norm: 6.9150 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5914 loss: 1.5914 2022/08/16 14:47:02 - mmengine - INFO - Epoch(train) [176][200/3757] lr: 1.0000e-03 eta: 1 day, 2:21:04 time: 0.3144 data_time: 0.0176 memory: 9395 grad_norm: 6.6424 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6187 loss: 1.6187 2022/08/16 14:47:34 - mmengine - INFO - Epoch(train) [176][300/3757] lr: 1.0000e-03 eta: 1 day, 2:20:33 time: 0.3159 data_time: 0.0167 memory: 9395 grad_norm: 6.7074 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2603 loss: 1.2603 2022/08/16 14:48:06 - mmengine - INFO - Epoch(train) [176][400/3757] lr: 1.0000e-03 eta: 1 day, 2:20:02 time: 0.3148 data_time: 0.0179 memory: 9395 grad_norm: 7.0671 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4324 loss: 1.4324 2022/08/16 14:48:37 - mmengine - INFO - Epoch(train) [176][500/3757] lr: 1.0000e-03 eta: 1 day, 2:19:31 time: 0.3139 data_time: 0.0167 memory: 9395 grad_norm: 6.7688 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4987 loss: 1.4987 2022/08/16 14:48:45 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 14:49:09 - mmengine - INFO - Epoch(train) [176][600/3757] lr: 1.0000e-03 eta: 1 day, 2:19:00 time: 0.3168 data_time: 0.0165 memory: 9395 grad_norm: 6.7648 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4397 loss: 1.4397 2022/08/16 14:49:41 - mmengine - INFO - Epoch(train) [176][700/3757] lr: 1.0000e-03 eta: 1 day, 2:18:29 time: 0.3176 data_time: 0.0174 memory: 9395 grad_norm: 7.1194 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4850 loss: 1.4850 2022/08/16 14:50:12 - mmengine - INFO - Epoch(train) [176][800/3757] lr: 1.0000e-03 eta: 1 day, 2:17:58 time: 0.3158 data_time: 0.0177 memory: 9395 grad_norm: 6.6902 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.2987 loss: 1.2987 2022/08/16 14:50:44 - mmengine - INFO - Epoch(train) [176][900/3757] lr: 1.0000e-03 eta: 1 day, 2:17:27 time: 0.3164 data_time: 0.0172 memory: 9395 grad_norm: 7.1996 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4000 loss: 1.4000 2022/08/16 14:51:16 - mmengine - INFO - Epoch(train) [176][1000/3757] lr: 1.0000e-03 eta: 1 day, 2:16:56 time: 0.3144 data_time: 0.0174 memory: 9395 grad_norm: 6.9145 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6093 loss: 1.6093 2022/08/16 14:51:48 - mmengine - INFO - Epoch(train) [176][1100/3757] lr: 1.0000e-03 eta: 1 day, 2:16:25 time: 0.3195 data_time: 0.0182 memory: 9395 grad_norm: 6.9399 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4606 loss: 1.4606 2022/08/16 14:52:20 - mmengine - INFO - Epoch(train) [176][1200/3757] lr: 1.0000e-03 eta: 1 day, 2:15:54 time: 0.3153 data_time: 0.0186 memory: 9395 grad_norm: 7.1486 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6091 loss: 1.6091 2022/08/16 14:52:51 - mmengine - INFO - Epoch(train) [176][1300/3757] lr: 1.0000e-03 eta: 1 day, 2:15:23 time: 0.3156 data_time: 0.0177 memory: 9395 grad_norm: 6.8764 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3972 loss: 1.3972 2022/08/16 14:53:23 - mmengine - INFO - Epoch(train) [176][1400/3757] lr: 1.0000e-03 eta: 1 day, 2:14:52 time: 0.3148 data_time: 0.0181 memory: 9395 grad_norm: 6.6735 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4092 loss: 1.4092 2022/08/16 14:53:55 - mmengine - INFO - Epoch(train) [176][1500/3757] lr: 1.0000e-03 eta: 1 day, 2:14:21 time: 0.3150 data_time: 0.0172 memory: 9395 grad_norm: 6.8361 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4051 loss: 1.4051 2022/08/16 14:54:03 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 14:54:27 - mmengine - INFO - Epoch(train) [176][1600/3757] lr: 1.0000e-03 eta: 1 day, 2:13:50 time: 0.3152 data_time: 0.0177 memory: 9395 grad_norm: 6.9622 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5073 loss: 1.5073 2022/08/16 14:54:59 - mmengine - INFO - Epoch(train) [176][1700/3757] lr: 1.0000e-03 eta: 1 day, 2:13:19 time: 0.3158 data_time: 0.0173 memory: 9395 grad_norm: 7.0332 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7532 loss: 1.7532 2022/08/16 14:55:30 - mmengine - INFO - Epoch(train) [176][1800/3757] lr: 1.0000e-03 eta: 1 day, 2:12:49 time: 0.3178 data_time: 0.0195 memory: 9395 grad_norm: 7.0107 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5920 loss: 1.5920 2022/08/16 14:56:02 - mmengine - INFO - Epoch(train) [176][1900/3757] lr: 1.0000e-03 eta: 1 day, 2:12:18 time: 0.3177 data_time: 0.0165 memory: 9395 grad_norm: 7.0870 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2869 loss: 1.2869 2022/08/16 14:56:34 - mmengine - INFO - Epoch(train) [176][2000/3757] lr: 1.0000e-03 eta: 1 day, 2:11:47 time: 0.3167 data_time: 0.0171 memory: 9395 grad_norm: 6.6622 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2506 loss: 1.2506 2022/08/16 14:57:06 - mmengine - INFO - Epoch(train) [176][2100/3757] lr: 1.0000e-03 eta: 1 day, 2:11:16 time: 0.3138 data_time: 0.0173 memory: 9395 grad_norm: 7.0227 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7220 loss: 1.7220 2022/08/16 14:57:37 - mmengine - INFO - Epoch(train) [176][2200/3757] lr: 1.0000e-03 eta: 1 day, 2:10:45 time: 0.3161 data_time: 0.0174 memory: 9395 grad_norm: 6.7826 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4985 loss: 1.4985 2022/08/16 14:58:09 - mmengine - INFO - Epoch(train) [176][2300/3757] lr: 1.0000e-03 eta: 1 day, 2:10:14 time: 0.3157 data_time: 0.0172 memory: 9395 grad_norm: 6.8566 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5605 loss: 1.5605 2022/08/16 14:58:41 - mmengine - INFO - Epoch(train) [176][2400/3757] lr: 1.0000e-03 eta: 1 day, 2:09:43 time: 0.3154 data_time: 0.0170 memory: 9395 grad_norm: 7.1207 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3396 loss: 1.3396 2022/08/16 14:59:13 - mmengine - INFO - Epoch(train) [176][2500/3757] lr: 1.0000e-03 eta: 1 day, 2:09:12 time: 0.3204 data_time: 0.0193 memory: 9395 grad_norm: 7.0200 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4221 loss: 1.4221 2022/08/16 14:59:21 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 14:59:45 - mmengine - INFO - Epoch(train) [176][2600/3757] lr: 1.0000e-03 eta: 1 day, 2:08:41 time: 0.3142 data_time: 0.0177 memory: 9395 grad_norm: 7.1644 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8592 loss: 1.8592 2022/08/16 15:00:16 - mmengine - INFO - Epoch(train) [176][2700/3757] lr: 1.0000e-03 eta: 1 day, 2:08:10 time: 0.3153 data_time: 0.0183 memory: 9395 grad_norm: 6.8568 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5031 loss: 1.5031 2022/08/16 15:00:48 - mmengine - INFO - Epoch(train) [176][2800/3757] lr: 1.0000e-03 eta: 1 day, 2:07:39 time: 0.3136 data_time: 0.0173 memory: 9395 grad_norm: 7.0025 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3860 loss: 1.3860 2022/08/16 15:01:20 - mmengine - INFO - Epoch(train) [176][2900/3757] lr: 1.0000e-03 eta: 1 day, 2:07:08 time: 0.3154 data_time: 0.0175 memory: 9395 grad_norm: 7.2554 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6215 loss: 1.6215 2022/08/16 15:01:51 - mmengine - INFO - Epoch(train) [176][3000/3757] lr: 1.0000e-03 eta: 1 day, 2:06:37 time: 0.3161 data_time: 0.0192 memory: 9395 grad_norm: 7.0597 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3362 loss: 1.3362 2022/08/16 15:02:23 - mmengine - INFO - Epoch(train) [176][3100/3757] lr: 1.0000e-03 eta: 1 day, 2:06:06 time: 0.3152 data_time: 0.0188 memory: 9395 grad_norm: 6.8398 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5050 loss: 1.5050 2022/08/16 15:02:55 - mmengine - INFO - Epoch(train) [176][3200/3757] lr: 1.0000e-03 eta: 1 day, 2:05:35 time: 0.3166 data_time: 0.0170 memory: 9395 grad_norm: 6.9758 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5281 loss: 1.5281 2022/08/16 15:03:27 - mmengine - INFO - Epoch(train) [176][3300/3757] lr: 1.0000e-03 eta: 1 day, 2:05:04 time: 0.3139 data_time: 0.0176 memory: 9395 grad_norm: 6.9553 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6207 loss: 1.6207 2022/08/16 15:03:59 - mmengine - INFO - Epoch(train) [176][3400/3757] lr: 1.0000e-03 eta: 1 day, 2:04:33 time: 0.3159 data_time: 0.0184 memory: 9395 grad_norm: 6.7465 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6004 loss: 1.6004 2022/08/16 15:04:31 - mmengine - INFO - Epoch(train) [176][3500/3757] lr: 1.0000e-03 eta: 1 day, 2:04:02 time: 0.3177 data_time: 0.0186 memory: 9395 grad_norm: 6.7052 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4314 loss: 1.4314 2022/08/16 15:04:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 15:05:02 - mmengine - INFO - Epoch(train) [176][3600/3757] lr: 1.0000e-03 eta: 1 day, 2:03:31 time: 0.3171 data_time: 0.0173 memory: 9395 grad_norm: 6.8961 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5252 loss: 1.5252 2022/08/16 15:05:34 - mmengine - INFO - Epoch(train) [176][3700/3757] lr: 1.0000e-03 eta: 1 day, 2:03:00 time: 0.3166 data_time: 0.0169 memory: 9395 grad_norm: 6.8560 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5543 loss: 1.5543 2022/08/16 15:05:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 15:05:52 - mmengine - INFO - Epoch(train) [176][3757/3757] lr: 1.0000e-03 eta: 1 day, 2:02:48 time: 0.3087 data_time: 0.0164 memory: 9395 grad_norm: 6.6288 top1_acc: 0.8571 top5_acc: 1.0000 loss_cls: 1.2671 loss: 1.2671 2022/08/16 15:05:52 - mmengine - INFO - Saving checkpoint at 176 epochs 2022/08/16 15:06:28 - mmengine - INFO - Epoch(train) [177][100/3757] lr: 1.0000e-03 eta: 1 day, 2:02:09 time: 0.3164 data_time: 0.0159 memory: 9395 grad_norm: 6.8304 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5714 loss: 1.5714 2022/08/16 15:07:00 - mmengine - INFO - Epoch(train) [177][200/3757] lr: 1.0000e-03 eta: 1 day, 2:01:38 time: 0.3157 data_time: 0.0178 memory: 9395 grad_norm: 6.9756 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.3948 loss: 1.3948 2022/08/16 15:07:32 - mmengine - INFO - Epoch(train) [177][300/3757] lr: 1.0000e-03 eta: 1 day, 2:01:07 time: 0.3172 data_time: 0.0177 memory: 9395 grad_norm: 6.6397 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1030 loss: 1.1030 2022/08/16 15:08:04 - mmengine - INFO - Epoch(train) [177][400/3757] lr: 1.0000e-03 eta: 1 day, 2:00:36 time: 0.3167 data_time: 0.0169 memory: 9395 grad_norm: 6.9512 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4359 loss: 1.4359 2022/08/16 15:08:35 - mmengine - INFO - Epoch(train) [177][500/3757] lr: 1.0000e-03 eta: 1 day, 2:00:05 time: 0.3152 data_time: 0.0180 memory: 9395 grad_norm: 6.8687 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6643 loss: 1.6643 2022/08/16 15:09:07 - mmengine - INFO - Epoch(train) [177][600/3757] lr: 1.0000e-03 eta: 1 day, 1:59:34 time: 0.3144 data_time: 0.0173 memory: 9395 grad_norm: 6.7739 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6543 loss: 1.6543 2022/08/16 15:09:39 - mmengine - INFO - Epoch(train) [177][700/3757] lr: 1.0000e-03 eta: 1 day, 1:59:04 time: 0.3139 data_time: 0.0177 memory: 9395 grad_norm: 7.0918 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7273 loss: 1.7273 2022/08/16 15:10:01 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 15:10:11 - mmengine - INFO - Epoch(train) [177][800/3757] lr: 1.0000e-03 eta: 1 day, 1:58:33 time: 0.3146 data_time: 0.0182 memory: 9395 grad_norm: 6.8969 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4408 loss: 1.4408 2022/08/16 15:10:43 - mmengine - INFO - Epoch(train) [177][900/3757] lr: 1.0000e-03 eta: 1 day, 1:58:02 time: 0.3147 data_time: 0.0176 memory: 9395 grad_norm: 7.0759 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4388 loss: 1.4388 2022/08/16 15:11:15 - mmengine - INFO - Epoch(train) [177][1000/3757] lr: 1.0000e-03 eta: 1 day, 1:57:31 time: 0.3172 data_time: 0.0181 memory: 9395 grad_norm: 6.8835 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6755 loss: 1.6755 2022/08/16 15:11:46 - mmengine - INFO - Epoch(train) [177][1100/3757] lr: 1.0000e-03 eta: 1 day, 1:57:00 time: 0.3159 data_time: 0.0165 memory: 9395 grad_norm: 7.0201 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.4204 loss: 1.4204 2022/08/16 15:12:18 - mmengine - INFO - Epoch(train) [177][1200/3757] lr: 1.0000e-03 eta: 1 day, 1:56:29 time: 0.3154 data_time: 0.0176 memory: 9395 grad_norm: 7.1144 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4524 loss: 1.4524 2022/08/16 15:12:50 - mmengine - INFO - Epoch(train) [177][1300/3757] lr: 1.0000e-03 eta: 1 day, 1:55:58 time: 0.3295 data_time: 0.0182 memory: 9395 grad_norm: 6.8097 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6193 loss: 1.6193 2022/08/16 15:13:22 - mmengine - INFO - Epoch(train) [177][1400/3757] lr: 1.0000e-03 eta: 1 day, 1:55:27 time: 0.3146 data_time: 0.0171 memory: 9395 grad_norm: 7.0556 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4806 loss: 1.4806 2022/08/16 15:13:54 - mmengine - INFO - Epoch(train) [177][1500/3757] lr: 1.0000e-03 eta: 1 day, 1:54:56 time: 0.3187 data_time: 0.0183 memory: 9395 grad_norm: 6.7713 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7528 loss: 1.7528 2022/08/16 15:14:25 - mmengine - INFO - Epoch(train) [177][1600/3757] lr: 1.0000e-03 eta: 1 day, 1:54:25 time: 0.3152 data_time: 0.0173 memory: 9395 grad_norm: 7.1839 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3751 loss: 1.3751 2022/08/16 15:14:57 - mmengine - INFO - Epoch(train) [177][1700/3757] lr: 1.0000e-03 eta: 1 day, 1:53:54 time: 0.3168 data_time: 0.0169 memory: 9395 grad_norm: 6.7887 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4841 loss: 1.4841 2022/08/16 15:15:19 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 15:15:29 - mmengine - INFO - Epoch(train) [177][1800/3757] lr: 1.0000e-03 eta: 1 day, 1:53:23 time: 0.3157 data_time: 0.0166 memory: 9395 grad_norm: 6.7255 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6424 loss: 1.6424 2022/08/16 15:16:00 - mmengine - INFO - Epoch(train) [177][1900/3757] lr: 1.0000e-03 eta: 1 day, 1:52:52 time: 0.3154 data_time: 0.0171 memory: 9395 grad_norm: 6.7943 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5154 loss: 1.5154 2022/08/16 15:16:32 - mmengine - INFO - Epoch(train) [177][2000/3757] lr: 1.0000e-03 eta: 1 day, 1:52:21 time: 0.3165 data_time: 0.0191 memory: 9395 grad_norm: 7.0902 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3034 loss: 1.3034 2022/08/16 15:17:04 - mmengine - INFO - Epoch(train) [177][2100/3757] lr: 1.0000e-03 eta: 1 day, 1:51:50 time: 0.3160 data_time: 0.0170 memory: 9395 grad_norm: 6.7535 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5018 loss: 1.5018 2022/08/16 15:17:36 - mmengine - INFO - Epoch(train) [177][2200/3757] lr: 1.0000e-03 eta: 1 day, 1:51:19 time: 0.3152 data_time: 0.0182 memory: 9395 grad_norm: 6.8735 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.4115 loss: 1.4115 2022/08/16 15:18:07 - mmengine - INFO - Epoch(train) [177][2300/3757] lr: 1.0000e-03 eta: 1 day, 1:50:48 time: 0.3147 data_time: 0.0176 memory: 9395 grad_norm: 6.8472 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5072 loss: 1.5072 2022/08/16 15:18:39 - mmengine - INFO - Epoch(train) [177][2400/3757] lr: 1.0000e-03 eta: 1 day, 1:50:17 time: 0.3146 data_time: 0.0172 memory: 9395 grad_norm: 7.1108 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6380 loss: 1.6380 2022/08/16 15:19:11 - mmengine - INFO - Epoch(train) [177][2500/3757] lr: 1.0000e-03 eta: 1 day, 1:49:46 time: 0.3157 data_time: 0.0182 memory: 9395 grad_norm: 7.2704 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5489 loss: 1.5489 2022/08/16 15:19:43 - mmengine - INFO - Epoch(train) [177][2600/3757] lr: 1.0000e-03 eta: 1 day, 1:49:15 time: 0.3179 data_time: 0.0204 memory: 9395 grad_norm: 6.7313 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6759 loss: 1.6759 2022/08/16 15:20:14 - mmengine - INFO - Epoch(train) [177][2700/3757] lr: 1.0000e-03 eta: 1 day, 1:48:44 time: 0.3153 data_time: 0.0182 memory: 9395 grad_norm: 6.9079 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4529 loss: 1.4529 2022/08/16 15:20:36 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 15:20:46 - mmengine - INFO - Epoch(train) [177][2800/3757] lr: 1.0000e-03 eta: 1 day, 1:48:13 time: 0.3137 data_time: 0.0174 memory: 9395 grad_norm: 6.7494 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1862 loss: 1.1862 2022/08/16 15:21:18 - mmengine - INFO - Epoch(train) [177][2900/3757] lr: 1.0000e-03 eta: 1 day, 1:47:42 time: 0.3166 data_time: 0.0184 memory: 9395 grad_norm: 6.8554 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6108 loss: 1.6108 2022/08/16 15:21:49 - mmengine - INFO - Epoch(train) [177][3000/3757] lr: 1.0000e-03 eta: 1 day, 1:47:11 time: 0.3135 data_time: 0.0170 memory: 9395 grad_norm: 7.0185 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5240 loss: 1.5240 2022/08/16 15:22:21 - mmengine - INFO - Epoch(train) [177][3100/3757] lr: 1.0000e-03 eta: 1 day, 1:46:40 time: 0.3165 data_time: 0.0176 memory: 9395 grad_norm: 6.8998 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3496 loss: 1.3496 2022/08/16 15:22:53 - mmengine - INFO - Epoch(train) [177][3200/3757] lr: 1.0000e-03 eta: 1 day, 1:46:09 time: 0.3154 data_time: 0.0172 memory: 9395 grad_norm: 6.8343 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2888 loss: 1.2888 2022/08/16 15:23:25 - mmengine - INFO - Epoch(train) [177][3300/3757] lr: 1.0000e-03 eta: 1 day, 1:45:38 time: 0.3180 data_time: 0.0178 memory: 9395 grad_norm: 7.1162 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6984 loss: 1.6984 2022/08/16 15:23:57 - mmengine - INFO - Epoch(train) [177][3400/3757] lr: 1.0000e-03 eta: 1 day, 1:45:07 time: 0.3162 data_time: 0.0176 memory: 9395 grad_norm: 7.2669 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9318 loss: 1.9318 2022/08/16 15:24:28 - mmengine - INFO - Epoch(train) [177][3500/3757] lr: 1.0000e-03 eta: 1 day, 1:44:36 time: 0.3153 data_time: 0.0179 memory: 9395 grad_norm: 6.9300 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.5552 loss: 1.5552 2022/08/16 15:25:00 - mmengine - INFO - Epoch(train) [177][3600/3757] lr: 1.0000e-03 eta: 1 day, 1:44:05 time: 0.3144 data_time: 0.0176 memory: 9395 grad_norm: 7.2556 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5287 loss: 1.5287 2022/08/16 15:25:32 - mmengine - INFO - Epoch(train) [177][3700/3757] lr: 1.0000e-03 eta: 1 day, 1:43:34 time: 0.3179 data_time: 0.0174 memory: 9395 grad_norm: 6.7774 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5829 loss: 1.5829 2022/08/16 15:25:50 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 15:25:50 - mmengine - INFO - Epoch(train) [177][3757/3757] lr: 1.0000e-03 eta: 1 day, 1:43:22 time: 0.3092 data_time: 0.0169 memory: 9395 grad_norm: 7.1005 top1_acc: 0.4286 top5_acc: 0.8571 loss_cls: 1.7627 loss: 1.7627 2022/08/16 15:25:55 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 15:26:23 - mmengine - INFO - Epoch(train) [178][100/3757] lr: 1.0000e-03 eta: 1 day, 1:42:44 time: 0.3157 data_time: 0.0170 memory: 9395 grad_norm: 6.7122 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4691 loss: 1.4691 2022/08/16 15:26:55 - mmengine - INFO - Epoch(train) [178][200/3757] lr: 1.0000e-03 eta: 1 day, 1:42:13 time: 0.3169 data_time: 0.0174 memory: 9395 grad_norm: 6.8426 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3617 loss: 1.3617 2022/08/16 15:27:27 - mmengine - INFO - Epoch(train) [178][300/3757] lr: 1.0000e-03 eta: 1 day, 1:41:42 time: 0.3170 data_time: 0.0178 memory: 9395 grad_norm: 6.5729 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4209 loss: 1.4209 2022/08/16 15:27:58 - mmengine - INFO - Epoch(train) [178][400/3757] lr: 1.0000e-03 eta: 1 day, 1:41:11 time: 0.3151 data_time: 0.0192 memory: 9395 grad_norm: 7.1322 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2271 loss: 1.2271 2022/08/16 15:28:30 - mmengine - INFO - Epoch(train) [178][500/3757] lr: 1.0000e-03 eta: 1 day, 1:40:40 time: 0.3148 data_time: 0.0182 memory: 9395 grad_norm: 7.0262 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6022 loss: 1.6022 2022/08/16 15:29:02 - mmengine - INFO - Epoch(train) [178][600/3757] lr: 1.0000e-03 eta: 1 day, 1:40:09 time: 0.3159 data_time: 0.0183 memory: 9395 grad_norm: 6.9486 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6052 loss: 1.6052 2022/08/16 15:29:34 - mmengine - INFO - Epoch(train) [178][700/3757] lr: 1.0000e-03 eta: 1 day, 1:39:38 time: 0.3155 data_time: 0.0173 memory: 9395 grad_norm: 6.9719 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3006 loss: 1.3006 2022/08/16 15:30:06 - mmengine - INFO - Epoch(train) [178][800/3757] lr: 1.0000e-03 eta: 1 day, 1:39:07 time: 0.3195 data_time: 0.0184 memory: 9395 grad_norm: 7.0437 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4861 loss: 1.4861 2022/08/16 15:30:37 - mmengine - INFO - Epoch(train) [178][900/3757] lr: 1.0000e-03 eta: 1 day, 1:38:36 time: 0.3160 data_time: 0.0182 memory: 9395 grad_norm: 7.0588 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4347 loss: 1.4347 2022/08/16 15:31:09 - mmengine - INFO - Epoch(train) [178][1000/3757] lr: 1.0000e-03 eta: 1 day, 1:38:05 time: 0.3164 data_time: 0.0175 memory: 9395 grad_norm: 6.8629 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6053 loss: 1.6053 2022/08/16 15:31:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 15:31:41 - mmengine - INFO - Epoch(train) [178][1100/3757] lr: 1.0000e-03 eta: 1 day, 1:37:34 time: 0.3151 data_time: 0.0166 memory: 9395 grad_norm: 6.9832 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4313 loss: 1.4313 2022/08/16 15:32:13 - mmengine - INFO - Epoch(train) [178][1200/3757] lr: 1.0000e-03 eta: 1 day, 1:37:03 time: 0.3172 data_time: 0.0169 memory: 9395 grad_norm: 6.9338 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.7073 loss: 1.7073 2022/08/16 15:32:45 - mmengine - INFO - Epoch(train) [178][1300/3757] lr: 1.0000e-03 eta: 1 day, 1:36:32 time: 0.3144 data_time: 0.0170 memory: 9395 grad_norm: 7.0823 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4316 loss: 1.4316 2022/08/16 15:33:16 - mmengine - INFO - Epoch(train) [178][1400/3757] lr: 1.0000e-03 eta: 1 day, 1:36:01 time: 0.3171 data_time: 0.0174 memory: 9395 grad_norm: 7.3050 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4817 loss: 1.4817 2022/08/16 15:33:48 - mmengine - INFO - Epoch(train) [178][1500/3757] lr: 1.0000e-03 eta: 1 day, 1:35:30 time: 0.3149 data_time: 0.0167 memory: 9395 grad_norm: 6.7953 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3641 loss: 1.3641 2022/08/16 15:34:20 - mmengine - INFO - Epoch(train) [178][1600/3757] lr: 1.0000e-03 eta: 1 day, 1:34:59 time: 0.3163 data_time: 0.0171 memory: 9395 grad_norm: 6.8866 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6207 loss: 1.6207 2022/08/16 15:34:52 - mmengine - INFO - Epoch(train) [178][1700/3757] lr: 1.0000e-03 eta: 1 day, 1:34:28 time: 0.3153 data_time: 0.0172 memory: 9395 grad_norm: 6.8504 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3723 loss: 1.3723 2022/08/16 15:35:24 - mmengine - INFO - Epoch(train) [178][1800/3757] lr: 1.0000e-03 eta: 1 day, 1:33:57 time: 0.3161 data_time: 0.0188 memory: 9395 grad_norm: 6.8889 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6374 loss: 1.6374 2022/08/16 15:35:56 - mmengine - INFO - Epoch(train) [178][1900/3757] lr: 1.0000e-03 eta: 1 day, 1:33:26 time: 0.3153 data_time: 0.0168 memory: 9395 grad_norm: 6.8543 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7859 loss: 1.7859 2022/08/16 15:36:28 - mmengine - INFO - Epoch(train) [178][2000/3757] lr: 1.0000e-03 eta: 1 day, 1:32:55 time: 0.3166 data_time: 0.0166 memory: 9395 grad_norm: 7.0848 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6987 loss: 1.6987 2022/08/16 15:36:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 15:36:59 - mmengine - INFO - Epoch(train) [178][2100/3757] lr: 1.0000e-03 eta: 1 day, 1:32:24 time: 0.3155 data_time: 0.0172 memory: 9395 grad_norm: 6.8272 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4608 loss: 1.4608 2022/08/16 15:37:31 - mmengine - INFO - Epoch(train) [178][2200/3757] lr: 1.0000e-03 eta: 1 day, 1:31:53 time: 0.3148 data_time: 0.0173 memory: 9395 grad_norm: 7.3176 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5512 loss: 1.5512 2022/08/16 15:38:03 - mmengine - INFO - Epoch(train) [178][2300/3757] lr: 1.0000e-03 eta: 1 day, 1:31:22 time: 0.3191 data_time: 0.0191 memory: 9395 grad_norm: 6.9885 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3867 loss: 1.3867 2022/08/16 15:38:35 - mmengine - INFO - Epoch(train) [178][2400/3757] lr: 1.0000e-03 eta: 1 day, 1:30:51 time: 0.3163 data_time: 0.0178 memory: 9395 grad_norm: 7.0965 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5505 loss: 1.5505 2022/08/16 15:39:06 - mmengine - INFO - Epoch(train) [178][2500/3757] lr: 1.0000e-03 eta: 1 day, 1:30:20 time: 0.3141 data_time: 0.0178 memory: 9395 grad_norm: 7.0849 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4546 loss: 1.4546 2022/08/16 15:39:38 - mmengine - INFO - Epoch(train) [178][2600/3757] lr: 1.0000e-03 eta: 1 day, 1:29:49 time: 0.3162 data_time: 0.0178 memory: 9395 grad_norm: 6.7305 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4442 loss: 1.4442 2022/08/16 15:40:10 - mmengine - INFO - Epoch(train) [178][2700/3757] lr: 1.0000e-03 eta: 1 day, 1:29:18 time: 0.3162 data_time: 0.0172 memory: 9395 grad_norm: 6.9145 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4687 loss: 1.4687 2022/08/16 15:40:41 - mmengine - INFO - Epoch(train) [178][2800/3757] lr: 1.0000e-03 eta: 1 day, 1:28:47 time: 0.3151 data_time: 0.0171 memory: 9395 grad_norm: 7.0644 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3273 loss: 1.3273 2022/08/16 15:41:13 - mmengine - INFO - Epoch(train) [178][2900/3757] lr: 1.0000e-03 eta: 1 day, 1:28:16 time: 0.3154 data_time: 0.0177 memory: 9395 grad_norm: 7.0832 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3468 loss: 1.3468 2022/08/16 15:41:45 - mmengine - INFO - Epoch(train) [178][3000/3757] lr: 1.0000e-03 eta: 1 day, 1:27:45 time: 0.3192 data_time: 0.0183 memory: 9395 grad_norm: 6.7611 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5460 loss: 1.5460 2022/08/16 15:41:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 15:42:17 - mmengine - INFO - Epoch(train) [178][3100/3757] lr: 1.0000e-03 eta: 1 day, 1:27:14 time: 0.3158 data_time: 0.0160 memory: 9395 grad_norm: 6.8700 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8064 loss: 1.8064 2022/08/16 15:42:49 - mmengine - INFO - Epoch(train) [178][3200/3757] lr: 1.0000e-03 eta: 1 day, 1:26:43 time: 0.3259 data_time: 0.0169 memory: 9395 grad_norm: 7.1063 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5970 loss: 1.5970 2022/08/16 15:43:21 - mmengine - INFO - Epoch(train) [178][3300/3757] lr: 1.0000e-03 eta: 1 day, 1:26:13 time: 0.3147 data_time: 0.0168 memory: 9395 grad_norm: 7.0389 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6138 loss: 1.6138 2022/08/16 15:43:53 - mmengine - INFO - Epoch(train) [178][3400/3757] lr: 1.0000e-03 eta: 1 day, 1:25:42 time: 0.3173 data_time: 0.0170 memory: 9395 grad_norm: 6.9083 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7268 loss: 1.7268 2022/08/16 15:44:24 - mmengine - INFO - Epoch(train) [178][3500/3757] lr: 1.0000e-03 eta: 1 day, 1:25:11 time: 0.3170 data_time: 0.0170 memory: 9395 grad_norm: 6.8576 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3530 loss: 1.3530 2022/08/16 15:44:56 - mmengine - INFO - Epoch(train) [178][3600/3757] lr: 1.0000e-03 eta: 1 day, 1:24:40 time: 0.3153 data_time: 0.0181 memory: 9395 grad_norm: 7.0176 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3810 loss: 1.3810 2022/08/16 15:45:28 - mmengine - INFO - Epoch(train) [178][3700/3757] lr: 1.0000e-03 eta: 1 day, 1:24:09 time: 0.3183 data_time: 0.0185 memory: 9395 grad_norm: 7.0304 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5537 loss: 1.5537 2022/08/16 15:45:46 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 15:45:46 - mmengine - INFO - Epoch(train) [178][3757/3757] lr: 1.0000e-03 eta: 1 day, 1:23:56 time: 0.3118 data_time: 0.0191 memory: 9395 grad_norm: 7.2528 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 1.5808 loss: 1.5808 2022/08/16 15:46:20 - mmengine - INFO - Epoch(train) [179][100/3757] lr: 1.0000e-03 eta: 1 day, 1:23:18 time: 0.3145 data_time: 0.0170 memory: 9395 grad_norm: 6.8835 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5717 loss: 1.5717 2022/08/16 15:46:51 - mmengine - INFO - Epoch(train) [179][200/3757] lr: 1.0000e-03 eta: 1 day, 1:22:47 time: 0.3164 data_time: 0.0173 memory: 9395 grad_norm: 6.9340 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5499 loss: 1.5499 2022/08/16 15:47:08 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 15:47:23 - mmengine - INFO - Epoch(train) [179][300/3757] lr: 1.0000e-03 eta: 1 day, 1:22:16 time: 0.3154 data_time: 0.0167 memory: 9395 grad_norm: 6.9666 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.6924 loss: 1.6924 2022/08/16 15:47:55 - mmengine - INFO - Epoch(train) [179][400/3757] lr: 1.0000e-03 eta: 1 day, 1:21:45 time: 0.3139 data_time: 0.0171 memory: 9395 grad_norm: 6.8482 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2905 loss: 1.2905 2022/08/16 15:48:26 - mmengine - INFO - Epoch(train) [179][500/3757] lr: 1.0000e-03 eta: 1 day, 1:21:14 time: 0.3165 data_time: 0.0192 memory: 9395 grad_norm: 7.0147 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6567 loss: 1.6567 2022/08/16 15:48:58 - mmengine - INFO - Epoch(train) [179][600/3757] lr: 1.0000e-03 eta: 1 day, 1:20:43 time: 0.3158 data_time: 0.0182 memory: 9395 grad_norm: 7.0503 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2226 loss: 1.2226 2022/08/16 15:49:30 - mmengine - INFO - Epoch(train) [179][700/3757] lr: 1.0000e-03 eta: 1 day, 1:20:12 time: 0.3150 data_time: 0.0174 memory: 9395 grad_norm: 7.0123 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.3390 loss: 1.3390 2022/08/16 15:50:02 - mmengine - INFO - Epoch(train) [179][800/3757] lr: 1.0000e-03 eta: 1 day, 1:19:41 time: 0.3146 data_time: 0.0172 memory: 9395 grad_norm: 6.8709 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5497 loss: 1.5497 2022/08/16 15:50:34 - mmengine - INFO - Epoch(train) [179][900/3757] lr: 1.0000e-03 eta: 1 day, 1:19:10 time: 0.3170 data_time: 0.0187 memory: 9395 grad_norm: 7.0659 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4557 loss: 1.4557 2022/08/16 15:51:05 - mmengine - INFO - Epoch(train) [179][1000/3757] lr: 1.0000e-03 eta: 1 day, 1:18:39 time: 0.3162 data_time: 0.0170 memory: 9395 grad_norm: 7.0881 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.6482 loss: 1.6482 2022/08/16 15:51:37 - mmengine - INFO - Epoch(train) [179][1100/3757] lr: 1.0000e-03 eta: 1 day, 1:18:08 time: 0.3157 data_time: 0.0186 memory: 9395 grad_norm: 6.9727 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5472 loss: 1.5472 2022/08/16 15:52:09 - mmengine - INFO - Epoch(train) [179][1200/3757] lr: 1.0000e-03 eta: 1 day, 1:17:37 time: 0.3187 data_time: 0.0175 memory: 9395 grad_norm: 6.7350 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5692 loss: 1.5692 2022/08/16 15:52:26 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 15:52:41 - mmengine - INFO - Epoch(train) [179][1300/3757] lr: 1.0000e-03 eta: 1 day, 1:17:06 time: 0.3151 data_time: 0.0168 memory: 9395 grad_norm: 7.3883 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6593 loss: 1.6593 2022/08/16 15:53:12 - mmengine - INFO - Epoch(train) [179][1400/3757] lr: 1.0000e-03 eta: 1 day, 1:16:35 time: 0.3157 data_time: 0.0175 memory: 9395 grad_norm: 6.8778 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3407 loss: 1.3407 2022/08/16 15:53:44 - mmengine - INFO - Epoch(train) [179][1500/3757] lr: 1.0000e-03 eta: 1 day, 1:16:04 time: 0.3183 data_time: 0.0188 memory: 9395 grad_norm: 7.0065 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7154 loss: 1.7154 2022/08/16 15:54:16 - mmengine - INFO - Epoch(train) [179][1600/3757] lr: 1.0000e-03 eta: 1 day, 1:15:33 time: 0.3149 data_time: 0.0179 memory: 9395 grad_norm: 7.2203 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6125 loss: 1.6125 2022/08/16 15:54:48 - mmengine - INFO - Epoch(train) [179][1700/3757] lr: 1.0000e-03 eta: 1 day, 1:15:02 time: 0.3162 data_time: 0.0193 memory: 9395 grad_norm: 6.8983 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4692 loss: 1.4692 2022/08/16 15:55:20 - mmengine - INFO - Epoch(train) [179][1800/3757] lr: 1.0000e-03 eta: 1 day, 1:14:31 time: 0.3157 data_time: 0.0174 memory: 9395 grad_norm: 7.3763 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5363 loss: 1.5363 2022/08/16 15:55:51 - mmengine - INFO - Epoch(train) [179][1900/3757] lr: 1.0000e-03 eta: 1 day, 1:14:00 time: 0.3141 data_time: 0.0178 memory: 9395 grad_norm: 7.1573 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5551 loss: 1.5551 2022/08/16 15:56:23 - mmengine - INFO - Epoch(train) [179][2000/3757] lr: 1.0000e-03 eta: 1 day, 1:13:29 time: 0.3146 data_time: 0.0166 memory: 9395 grad_norm: 7.2512 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6084 loss: 1.6084 2022/08/16 15:56:55 - mmengine - INFO - Epoch(train) [179][2100/3757] lr: 1.0000e-03 eta: 1 day, 1:12:58 time: 0.3177 data_time: 0.0176 memory: 9395 grad_norm: 7.2537 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7211 loss: 1.7211 2022/08/16 15:57:27 - mmengine - INFO - Epoch(train) [179][2200/3757] lr: 1.0000e-03 eta: 1 day, 1:12:27 time: 0.3175 data_time: 0.0194 memory: 9395 grad_norm: 6.8001 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5602 loss: 1.5602 2022/08/16 15:57:44 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 15:57:58 - mmengine - INFO - Epoch(train) [179][2300/3757] lr: 1.0000e-03 eta: 1 day, 1:11:56 time: 0.3161 data_time: 0.0197 memory: 9395 grad_norm: 7.2271 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4097 loss: 1.4097 2022/08/16 15:58:30 - mmengine - INFO - Epoch(train) [179][2400/3757] lr: 1.0000e-03 eta: 1 day, 1:11:25 time: 0.3173 data_time: 0.0173 memory: 9395 grad_norm: 7.0522 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6590 loss: 1.6590 2022/08/16 15:59:02 - mmengine - INFO - Epoch(train) [179][2500/3757] lr: 1.0000e-03 eta: 1 day, 1:10:54 time: 0.3156 data_time: 0.0170 memory: 9395 grad_norm: 7.2390 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3126 loss: 1.3126 2022/08/16 15:59:34 - mmengine - INFO - Epoch(train) [179][2600/3757] lr: 1.0000e-03 eta: 1 day, 1:10:23 time: 0.3150 data_time: 0.0182 memory: 9395 grad_norm: 7.2546 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4767 loss: 1.4767 2022/08/16 16:00:05 - mmengine - INFO - Epoch(train) [179][2700/3757] lr: 1.0000e-03 eta: 1 day, 1:09:52 time: 0.3157 data_time: 0.0172 memory: 9395 grad_norm: 7.0376 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6246 loss: 1.6246 2022/08/16 16:00:37 - mmengine - INFO - Epoch(train) [179][2800/3757] lr: 1.0000e-03 eta: 1 day, 1:09:21 time: 0.3164 data_time: 0.0188 memory: 9395 grad_norm: 6.8448 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5548 loss: 1.5548 2022/08/16 16:01:09 - mmengine - INFO - Epoch(train) [179][2900/3757] lr: 1.0000e-03 eta: 1 day, 1:08:50 time: 0.3144 data_time: 0.0173 memory: 9395 grad_norm: 6.9895 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3453 loss: 1.3453 2022/08/16 16:01:41 - mmengine - INFO - Epoch(train) [179][3000/3757] lr: 1.0000e-03 eta: 1 day, 1:08:20 time: 0.3186 data_time: 0.0181 memory: 9395 grad_norm: 7.3808 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4665 loss: 1.4665 2022/08/16 16:02:13 - mmengine - INFO - Epoch(train) [179][3100/3757] lr: 1.0000e-03 eta: 1 day, 1:07:49 time: 0.3148 data_time: 0.0172 memory: 9395 grad_norm: 6.8804 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6304 loss: 1.6304 2022/08/16 16:02:45 - mmengine - INFO - Epoch(train) [179][3200/3757] lr: 1.0000e-03 eta: 1 day, 1:07:18 time: 0.3203 data_time: 0.0175 memory: 9395 grad_norm: 7.2711 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7212 loss: 1.7212 2022/08/16 16:03:02 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 16:03:16 - mmengine - INFO - Epoch(train) [179][3300/3757] lr: 1.0000e-03 eta: 1 day, 1:06:47 time: 0.3151 data_time: 0.0181 memory: 9395 grad_norm: 7.0290 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5626 loss: 1.5626 2022/08/16 16:03:48 - mmengine - INFO - Epoch(train) [179][3400/3757] lr: 1.0000e-03 eta: 1 day, 1:06:16 time: 0.3186 data_time: 0.0172 memory: 9395 grad_norm: 7.0070 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5257 loss: 1.5257 2022/08/16 16:04:20 - mmengine - INFO - Epoch(train) [179][3500/3757] lr: 1.0000e-03 eta: 1 day, 1:05:45 time: 0.3183 data_time: 0.0167 memory: 9395 grad_norm: 7.1741 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3629 loss: 1.3629 2022/08/16 16:04:52 - mmengine - INFO - Epoch(train) [179][3600/3757] lr: 1.0000e-03 eta: 1 day, 1:05:14 time: 0.3163 data_time: 0.0175 memory: 9395 grad_norm: 7.2826 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6164 loss: 1.6164 2022/08/16 16:05:24 - mmengine - INFO - Epoch(train) [179][3700/3757] lr: 1.0000e-03 eta: 1 day, 1:04:43 time: 0.3160 data_time: 0.0168 memory: 9395 grad_norm: 6.8693 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4859 loss: 1.4859 2022/08/16 16:05:42 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 16:05:42 - mmengine - INFO - Epoch(train) [179][3757/3757] lr: 1.0000e-03 eta: 1 day, 1:04:30 time: 0.3084 data_time: 0.0173 memory: 9395 grad_norm: 6.9596 top1_acc: 0.7143 top5_acc: 0.7143 loss_cls: 1.8820 loss: 1.8820 2022/08/16 16:06:15 - mmengine - INFO - Epoch(train) [180][100/3757] lr: 1.0000e-03 eta: 1 day, 1:03:52 time: 0.3163 data_time: 0.0183 memory: 9395 grad_norm: 7.1872 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.2042 loss: 1.2042 2022/08/16 16:06:47 - mmengine - INFO - Epoch(train) [180][200/3757] lr: 1.0000e-03 eta: 1 day, 1:03:21 time: 0.3176 data_time: 0.0177 memory: 9395 grad_norm: 6.8990 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8073 loss: 1.8073 2022/08/16 16:07:19 - mmengine - INFO - Epoch(train) [180][300/3757] lr: 1.0000e-03 eta: 1 day, 1:02:50 time: 0.3154 data_time: 0.0169 memory: 9395 grad_norm: 7.0562 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4699 loss: 1.4699 2022/08/16 16:07:50 - mmengine - INFO - Epoch(train) [180][400/3757] lr: 1.0000e-03 eta: 1 day, 1:02:19 time: 0.3157 data_time: 0.0183 memory: 9395 grad_norm: 6.9997 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4984 loss: 1.4984 2022/08/16 16:08:21 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 16:08:22 - mmengine - INFO - Epoch(train) [180][500/3757] lr: 1.0000e-03 eta: 1 day, 1:01:48 time: 0.3153 data_time: 0.0169 memory: 9395 grad_norm: 7.2928 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.6030 loss: 1.6030 2022/08/16 16:08:54 - mmengine - INFO - Epoch(train) [180][600/3757] lr: 1.0000e-03 eta: 1 day, 1:01:17 time: 0.3146 data_time: 0.0163 memory: 9395 grad_norm: 7.0457 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6302 loss: 1.6302 2022/08/16 16:09:26 - mmengine - INFO - Epoch(train) [180][700/3757] lr: 1.0000e-03 eta: 1 day, 1:00:46 time: 0.3173 data_time: 0.0187 memory: 9395 grad_norm: 7.1018 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4980 loss: 1.4980 2022/08/16 16:09:58 - mmengine - INFO - Epoch(train) [180][800/3757] lr: 1.0000e-03 eta: 1 day, 1:00:16 time: 0.3187 data_time: 0.0176 memory: 9395 grad_norm: 7.0740 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5805 loss: 1.5805 2022/08/16 16:10:30 - mmengine - INFO - Epoch(train) [180][900/3757] lr: 1.0000e-03 eta: 1 day, 0:59:45 time: 0.3168 data_time: 0.0185 memory: 9395 grad_norm: 7.1207 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0400 loss: 1.0400 2022/08/16 16:11:01 - mmengine - INFO - Epoch(train) [180][1000/3757] lr: 1.0000e-03 eta: 1 day, 0:59:14 time: 0.3142 data_time: 0.0170 memory: 9395 grad_norm: 7.2932 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4301 loss: 1.4301 2022/08/16 16:11:33 - mmengine - INFO - Epoch(train) [180][1100/3757] lr: 1.0000e-03 eta: 1 day, 0:58:43 time: 0.3155 data_time: 0.0174 memory: 9395 grad_norm: 7.2393 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4905 loss: 1.4905 2022/08/16 16:12:05 - mmengine - INFO - Epoch(train) [180][1200/3757] lr: 1.0000e-03 eta: 1 day, 0:58:12 time: 0.3148 data_time: 0.0179 memory: 9395 grad_norm: 6.8570 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5935 loss: 1.5935 2022/08/16 16:12:37 - mmengine - INFO - Epoch(train) [180][1300/3757] lr: 1.0000e-03 eta: 1 day, 0:57:41 time: 0.3148 data_time: 0.0184 memory: 9395 grad_norm: 6.9945 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3903 loss: 1.3903 2022/08/16 16:13:08 - mmengine - INFO - Epoch(train) [180][1400/3757] lr: 1.0000e-03 eta: 1 day, 0:57:10 time: 0.3170 data_time: 0.0191 memory: 9395 grad_norm: 7.0116 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7236 loss: 1.7236 2022/08/16 16:13:39 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 16:13:40 - mmengine - INFO - Epoch(train) [180][1500/3757] lr: 1.0000e-03 eta: 1 day, 0:56:39 time: 0.3142 data_time: 0.0171 memory: 9395 grad_norm: 7.2209 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5906 loss: 1.5906 2022/08/16 16:14:12 - mmengine - INFO - Epoch(train) [180][1600/3757] lr: 1.0000e-03 eta: 1 day, 0:56:08 time: 0.3185 data_time: 0.0181 memory: 9395 grad_norm: 7.3989 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7330 loss: 1.7330 2022/08/16 16:14:43 - mmengine - INFO - Epoch(train) [180][1700/3757] lr: 1.0000e-03 eta: 1 day, 0:55:36 time: 0.3150 data_time: 0.0172 memory: 9395 grad_norm: 7.2800 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4716 loss: 1.4716 2022/08/16 16:15:15 - mmengine - INFO - Epoch(train) [180][1800/3757] lr: 1.0000e-03 eta: 1 day, 0:55:05 time: 0.3152 data_time: 0.0173 memory: 9395 grad_norm: 7.1575 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3915 loss: 1.3915 2022/08/16 16:15:47 - mmengine - INFO - Epoch(train) [180][1900/3757] lr: 1.0000e-03 eta: 1 day, 0:54:35 time: 0.3151 data_time: 0.0169 memory: 9395 grad_norm: 7.0816 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4952 loss: 1.4952 2022/08/16 16:16:19 - mmengine - INFO - Epoch(train) [180][2000/3757] lr: 1.0000e-03 eta: 1 day, 0:54:04 time: 0.3188 data_time: 0.0193 memory: 9395 grad_norm: 7.3498 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6845 loss: 1.6845 2022/08/16 16:16:51 - mmengine - INFO - Epoch(train) [180][2100/3757] lr: 1.0000e-03 eta: 1 day, 0:53:33 time: 0.3147 data_time: 0.0161 memory: 9395 grad_norm: 7.2950 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.4081 loss: 1.4081 2022/08/16 16:17:23 - mmengine - INFO - Epoch(train) [180][2200/3757] lr: 1.0000e-03 eta: 1 day, 0:53:02 time: 0.3156 data_time: 0.0170 memory: 9395 grad_norm: 7.2292 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5275 loss: 1.5275 2022/08/16 16:17:54 - mmengine - INFO - Epoch(train) [180][2300/3757] lr: 1.0000e-03 eta: 1 day, 0:52:31 time: 0.3140 data_time: 0.0167 memory: 9395 grad_norm: 7.2253 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5291 loss: 1.5291 2022/08/16 16:18:26 - mmengine - INFO - Epoch(train) [180][2400/3757] lr: 1.0000e-03 eta: 1 day, 0:52:00 time: 0.3152 data_time: 0.0169 memory: 9395 grad_norm: 7.1650 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4988 loss: 1.4988 2022/08/16 16:18:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 16:18:58 - mmengine - INFO - Epoch(train) [180][2500/3757] lr: 1.0000e-03 eta: 1 day, 0:51:29 time: 0.3158 data_time: 0.0184 memory: 9395 grad_norm: 7.0681 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6480 loss: 1.6480 2022/08/16 16:19:30 - mmengine - INFO - Epoch(train) [180][2600/3757] lr: 1.0000e-03 eta: 1 day, 0:50:58 time: 0.3242 data_time: 0.0174 memory: 9395 grad_norm: 7.0891 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3694 loss: 1.3694 2022/08/16 16:20:02 - mmengine - INFO - Epoch(train) [180][2700/3757] lr: 1.0000e-03 eta: 1 day, 0:50:27 time: 0.3157 data_time: 0.0184 memory: 9395 grad_norm: 6.8673 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6209 loss: 1.6209 2022/08/16 16:20:33 - mmengine - INFO - Epoch(train) [180][2800/3757] lr: 1.0000e-03 eta: 1 day, 0:49:56 time: 0.3164 data_time: 0.0174 memory: 9395 grad_norm: 6.7628 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3160 loss: 1.3160 2022/08/16 16:21:05 - mmengine - INFO - Epoch(train) [180][2900/3757] lr: 1.0000e-03 eta: 1 day, 0:49:25 time: 0.3164 data_time: 0.0175 memory: 9395 grad_norm: 7.0128 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7223 loss: 1.7223 2022/08/16 16:21:37 - mmengine - INFO - Epoch(train) [180][3000/3757] lr: 1.0000e-03 eta: 1 day, 0:48:54 time: 0.3166 data_time: 0.0179 memory: 9395 grad_norm: 7.0369 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4568 loss: 1.4568 2022/08/16 16:22:09 - mmengine - INFO - Epoch(train) [180][3100/3757] lr: 1.0000e-03 eta: 1 day, 0:48:23 time: 0.3234 data_time: 0.0168 memory: 9395 grad_norm: 6.9706 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5311 loss: 1.5311 2022/08/16 16:22:41 - mmengine - INFO - Epoch(train) [180][3200/3757] lr: 1.0000e-03 eta: 1 day, 0:47:52 time: 0.3177 data_time: 0.0207 memory: 9395 grad_norm: 7.1755 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2950 loss: 1.2950 2022/08/16 16:23:12 - mmengine - INFO - Epoch(train) [180][3300/3757] lr: 1.0000e-03 eta: 1 day, 0:47:21 time: 0.3161 data_time: 0.0190 memory: 9395 grad_norm: 7.1163 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3865 loss: 1.3865 2022/08/16 16:23:44 - mmengine - INFO - Epoch(train) [180][3400/3757] lr: 1.0000e-03 eta: 1 day, 0:46:50 time: 0.3157 data_time: 0.0169 memory: 9395 grad_norm: 7.2020 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7088 loss: 1.7088 2022/08/16 16:24:15 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 16:24:16 - mmengine - INFO - Epoch(train) [180][3500/3757] lr: 1.0000e-03 eta: 1 day, 0:46:19 time: 0.3150 data_time: 0.0181 memory: 9395 grad_norm: 7.1901 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4630 loss: 1.4630 2022/08/16 16:24:48 - mmengine - INFO - Epoch(train) [180][3600/3757] lr: 1.0000e-03 eta: 1 day, 0:45:48 time: 0.3166 data_time: 0.0183 memory: 9395 grad_norm: 7.1344 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5220 loss: 1.5220 2022/08/16 16:25:20 - mmengine - INFO - Epoch(train) [180][3700/3757] lr: 1.0000e-03 eta: 1 day, 0:45:17 time: 0.3169 data_time: 0.0172 memory: 9395 grad_norm: 7.0124 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8354 loss: 1.8354 2022/08/16 16:25:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 16:25:38 - mmengine - INFO - Epoch(train) [180][3757/3757] lr: 1.0000e-03 eta: 1 day, 0:45:04 time: 0.3126 data_time: 0.0178 memory: 9395 grad_norm: 7.0959 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 1.4089 loss: 1.4089 2022/08/16 16:25:38 - mmengine - INFO - Saving checkpoint at 180 epochs 2022/08/16 16:25:58 - mmengine - INFO - Epoch(val) [180][100/310] eta: 0:00:40 time: 0.1916 data_time: 0.0896 memory: 1523 2022/08/16 16:26:15 - mmengine - INFO - Epoch(val) [180][200/310] eta: 0:00:17 time: 0.1565 data_time: 0.0582 memory: 1523 2022/08/16 16:26:32 - mmengine - INFO - Epoch(val) [180][300/310] eta: 0:00:01 time: 0.1495 data_time: 0.0513 memory: 1523 2022/08/16 16:26:35 - mmengine - INFO - Epoch(val) [180][310/310] acc/top1: 0.6780 acc/top5: 0.8775 acc/mean1: 0.6779 2022/08/16 16:26:35 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr/best_acc/top1_epoch_176.pth is removed 2022/08/16 16:26:36 - mmengine - INFO - The best checkpoint with 0.6780 acc/top1 at 181 epoch is saved to best_acc/top1_epoch_181.pth. 2022/08/16 16:27:09 - mmengine - INFO - Epoch(train) [181][100/3757] lr: 1.0000e-03 eta: 1 day, 0:44:26 time: 0.3180 data_time: 0.0190 memory: 9395 grad_norm: 7.4048 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5173 loss: 1.5173 2022/08/16 16:27:41 - mmengine - INFO - Epoch(train) [181][200/3757] lr: 1.0000e-03 eta: 1 day, 0:43:55 time: 0.3159 data_time: 0.0181 memory: 9395 grad_norm: 7.1089 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5641 loss: 1.5641 2022/08/16 16:28:13 - mmengine - INFO - Epoch(train) [181][300/3757] lr: 1.0000e-03 eta: 1 day, 0:43:24 time: 0.3190 data_time: 0.0197 memory: 9395 grad_norm: 7.0772 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2707 loss: 1.2707 2022/08/16 16:28:44 - mmengine - INFO - Epoch(train) [181][400/3757] lr: 1.0000e-03 eta: 1 day, 0:42:53 time: 0.3160 data_time: 0.0179 memory: 9395 grad_norm: 7.1397 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3660 loss: 1.3660 2022/08/16 16:29:16 - mmengine - INFO - Epoch(train) [181][500/3757] lr: 1.0000e-03 eta: 1 day, 0:42:22 time: 0.3142 data_time: 0.0170 memory: 9395 grad_norm: 7.1329 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5709 loss: 1.5709 2022/08/16 16:29:48 - mmengine - INFO - Epoch(train) [181][600/3757] lr: 1.0000e-03 eta: 1 day, 0:41:51 time: 0.3220 data_time: 0.0186 memory: 9395 grad_norm: 7.1094 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3567 loss: 1.3567 2022/08/16 16:30:20 - mmengine - INFO - Epoch(train) [181][700/3757] lr: 1.0000e-03 eta: 1 day, 0:41:20 time: 0.3189 data_time: 0.0176 memory: 9395 grad_norm: 7.0512 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4285 loss: 1.4285 2022/08/16 16:30:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 16:30:52 - mmengine - INFO - Epoch(train) [181][800/3757] lr: 1.0000e-03 eta: 1 day, 0:40:49 time: 0.3184 data_time: 0.0180 memory: 9395 grad_norm: 7.0786 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3868 loss: 1.3868 2022/08/16 16:31:24 - mmengine - INFO - Epoch(train) [181][900/3757] lr: 1.0000e-03 eta: 1 day, 0:40:18 time: 0.3145 data_time: 0.0177 memory: 9395 grad_norm: 7.0789 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.3192 loss: 1.3192 2022/08/16 16:31:56 - mmengine - INFO - Epoch(train) [181][1000/3757] lr: 1.0000e-03 eta: 1 day, 0:39:47 time: 0.3147 data_time: 0.0170 memory: 9395 grad_norm: 7.1672 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3573 loss: 1.3573 2022/08/16 16:32:28 - mmengine - INFO - Epoch(train) [181][1100/3757] lr: 1.0000e-03 eta: 1 day, 0:39:17 time: 0.3276 data_time: 0.0178 memory: 9395 grad_norm: 7.2127 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4056 loss: 1.4056 2022/08/16 16:33:00 - mmengine - INFO - Epoch(train) [181][1200/3757] lr: 1.0000e-03 eta: 1 day, 0:38:46 time: 0.3152 data_time: 0.0173 memory: 9395 grad_norm: 7.2461 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5486 loss: 1.5486 2022/08/16 16:33:31 - mmengine - INFO - Epoch(train) [181][1300/3757] lr: 1.0000e-03 eta: 1 day, 0:38:15 time: 0.3165 data_time: 0.0170 memory: 9395 grad_norm: 6.8791 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3874 loss: 1.3874 2022/08/16 16:34:03 - mmengine - INFO - Epoch(train) [181][1400/3757] lr: 1.0000e-03 eta: 1 day, 0:37:44 time: 0.3156 data_time: 0.0175 memory: 9395 grad_norm: 7.3547 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5514 loss: 1.5514 2022/08/16 16:34:35 - mmengine - INFO - Epoch(train) [181][1500/3757] lr: 1.0000e-03 eta: 1 day, 0:37:13 time: 0.3151 data_time: 0.0175 memory: 9395 grad_norm: 7.1810 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5595 loss: 1.5595 2022/08/16 16:35:07 - mmengine - INFO - Epoch(train) [181][1600/3757] lr: 1.0000e-03 eta: 1 day, 0:36:42 time: 0.3156 data_time: 0.0172 memory: 9395 grad_norm: 7.3361 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3634 loss: 1.3634 2022/08/16 16:35:39 - mmengine - INFO - Epoch(train) [181][1700/3757] lr: 1.0000e-03 eta: 1 day, 0:36:11 time: 0.3217 data_time: 0.0178 memory: 9395 grad_norm: 6.9462 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4252 loss: 1.4252 2022/08/16 16:35:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 16:36:10 - mmengine - INFO - Epoch(train) [181][1800/3757] lr: 1.0000e-03 eta: 1 day, 0:35:40 time: 0.3146 data_time: 0.0179 memory: 9395 grad_norm: 6.9657 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.3635 loss: 1.3635 2022/08/16 16:36:42 - mmengine - INFO - Epoch(train) [181][1900/3757] lr: 1.0000e-03 eta: 1 day, 0:35:09 time: 0.3171 data_time: 0.0181 memory: 9395 grad_norm: 7.2427 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4537 loss: 1.4537 2022/08/16 16:37:14 - mmengine - INFO - Epoch(train) [181][2000/3757] lr: 1.0000e-03 eta: 1 day, 0:34:38 time: 0.3144 data_time: 0.0174 memory: 9395 grad_norm: 7.2595 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4962 loss: 1.4962 2022/08/16 16:37:45 - mmengine - INFO - Epoch(train) [181][2100/3757] lr: 1.0000e-03 eta: 1 day, 0:34:07 time: 0.3162 data_time: 0.0180 memory: 9395 grad_norm: 7.0186 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4079 loss: 1.4079 2022/08/16 16:38:17 - mmengine - INFO - Epoch(train) [181][2200/3757] lr: 1.0000e-03 eta: 1 day, 0:33:36 time: 0.3150 data_time: 0.0174 memory: 9395 grad_norm: 7.2121 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4139 loss: 1.4139 2022/08/16 16:38:49 - mmengine - INFO - Epoch(train) [181][2300/3757] lr: 1.0000e-03 eta: 1 day, 0:33:05 time: 0.3160 data_time: 0.0171 memory: 9395 grad_norm: 7.0925 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3496 loss: 1.3496 2022/08/16 16:39:21 - mmengine - INFO - Epoch(train) [181][2400/3757] lr: 1.0000e-03 eta: 1 day, 0:32:34 time: 0.3173 data_time: 0.0196 memory: 9395 grad_norm: 7.1063 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.5333 loss: 1.5333 2022/08/16 16:39:53 - mmengine - INFO - Epoch(train) [181][2500/3757] lr: 1.0000e-03 eta: 1 day, 0:32:03 time: 0.3164 data_time: 0.0175 memory: 9395 grad_norm: 7.3467 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3813 loss: 1.3813 2022/08/16 16:40:24 - mmengine - INFO - Epoch(train) [181][2600/3757] lr: 1.0000e-03 eta: 1 day, 0:31:32 time: 0.3200 data_time: 0.0189 memory: 9395 grad_norm: 7.2480 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5477 loss: 1.5477 2022/08/16 16:40:56 - mmengine - INFO - Epoch(train) [181][2700/3757] lr: 1.0000e-03 eta: 1 day, 0:31:01 time: 0.3153 data_time: 0.0171 memory: 9395 grad_norm: 7.2309 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6317 loss: 1.6317 2022/08/16 16:41:09 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 16:41:28 - mmengine - INFO - Epoch(train) [181][2800/3757] lr: 1.0000e-03 eta: 1 day, 0:30:30 time: 0.3181 data_time: 0.0181 memory: 9395 grad_norm: 7.4091 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6228 loss: 1.6228 2022/08/16 16:42:00 - mmengine - INFO - Epoch(train) [181][2900/3757] lr: 1.0000e-03 eta: 1 day, 0:29:59 time: 0.3223 data_time: 0.0187 memory: 9395 grad_norm: 6.9325 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3894 loss: 1.3894 2022/08/16 16:42:32 - mmengine - INFO - Epoch(train) [181][3000/3757] lr: 1.0000e-03 eta: 1 day, 0:29:28 time: 0.3189 data_time: 0.0178 memory: 9395 grad_norm: 7.3058 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4231 loss: 1.4231 2022/08/16 16:43:04 - mmengine - INFO - Epoch(train) [181][3100/3757] lr: 1.0000e-03 eta: 1 day, 0:28:57 time: 0.3184 data_time: 0.0182 memory: 9395 grad_norm: 7.0409 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2737 loss: 1.2737 2022/08/16 16:43:35 - mmengine - INFO - Epoch(train) [181][3200/3757] lr: 1.0000e-03 eta: 1 day, 0:28:26 time: 0.3154 data_time: 0.0171 memory: 9395 grad_norm: 7.2733 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4125 loss: 1.4125 2022/08/16 16:44:07 - mmengine - INFO - Epoch(train) [181][3300/3757] lr: 1.0000e-03 eta: 1 day, 0:27:55 time: 0.3148 data_time: 0.0184 memory: 9395 grad_norm: 7.3356 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1855 loss: 1.1855 2022/08/16 16:44:39 - mmengine - INFO - Epoch(train) [181][3400/3757] lr: 1.0000e-03 eta: 1 day, 0:27:24 time: 0.3162 data_time: 0.0172 memory: 9395 grad_norm: 7.4748 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9372 loss: 1.9372 2022/08/16 16:45:11 - mmengine - INFO - Epoch(train) [181][3500/3757] lr: 1.0000e-03 eta: 1 day, 0:26:53 time: 0.3197 data_time: 0.0191 memory: 9395 grad_norm: 7.1415 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6518 loss: 1.6518 2022/08/16 16:45:42 - mmengine - INFO - Epoch(train) [181][3600/3757] lr: 1.0000e-03 eta: 1 day, 0:26:22 time: 0.3166 data_time: 0.0186 memory: 9395 grad_norm: 7.2649 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5538 loss: 1.5538 2022/08/16 16:46:14 - mmengine - INFO - Epoch(train) [181][3700/3757] lr: 1.0000e-03 eta: 1 day, 0:25:51 time: 0.3173 data_time: 0.0184 memory: 9395 grad_norm: 7.2575 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3059 loss: 1.3059 2022/08/16 16:46:27 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 16:46:32 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 16:46:32 - mmengine - INFO - Epoch(train) [181][3757/3757] lr: 1.0000e-03 eta: 1 day, 0:25:38 time: 0.3121 data_time: 0.0191 memory: 9395 grad_norm: 7.2065 top1_acc: 0.8571 top5_acc: 0.8571 loss_cls: 1.4865 loss: 1.4865 2022/08/16 16:47:06 - mmengine - INFO - Epoch(train) [182][100/3757] lr: 1.0000e-03 eta: 1 day, 0:25:00 time: 0.3160 data_time: 0.0174 memory: 9395 grad_norm: 7.0854 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5554 loss: 1.5554 2022/08/16 16:47:38 - mmengine - INFO - Epoch(train) [182][200/3757] lr: 1.0000e-03 eta: 1 day, 0:24:29 time: 0.3152 data_time: 0.0184 memory: 9395 grad_norm: 6.9514 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6787 loss: 1.6787 2022/08/16 16:48:10 - mmengine - INFO - Epoch(train) [182][300/3757] lr: 1.0000e-03 eta: 1 day, 0:23:59 time: 0.3151 data_time: 0.0175 memory: 9395 grad_norm: 7.5826 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7042 loss: 1.7042 2022/08/16 16:48:42 - mmengine - INFO - Epoch(train) [182][400/3757] lr: 1.0000e-03 eta: 1 day, 0:23:28 time: 0.3156 data_time: 0.0192 memory: 9395 grad_norm: 7.1019 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4899 loss: 1.4899 2022/08/16 16:49:13 - mmengine - INFO - Epoch(train) [182][500/3757] lr: 1.0000e-03 eta: 1 day, 0:22:56 time: 0.3180 data_time: 0.0177 memory: 9395 grad_norm: 7.5051 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4161 loss: 1.4161 2022/08/16 16:49:45 - mmengine - INFO - Epoch(train) [182][600/3757] lr: 1.0000e-03 eta: 1 day, 0:22:25 time: 0.3151 data_time: 0.0184 memory: 9395 grad_norm: 7.0386 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4084 loss: 1.4084 2022/08/16 16:50:17 - mmengine - INFO - Epoch(train) [182][700/3757] lr: 1.0000e-03 eta: 1 day, 0:21:54 time: 0.3159 data_time: 0.0168 memory: 9395 grad_norm: 7.2989 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4638 loss: 1.4638 2022/08/16 16:50:49 - mmengine - INFO - Epoch(train) [182][800/3757] lr: 1.0000e-03 eta: 1 day, 0:21:23 time: 0.3158 data_time: 0.0172 memory: 9395 grad_norm: 7.3150 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7940 loss: 1.7940 2022/08/16 16:51:20 - mmengine - INFO - Epoch(train) [182][900/3757] lr: 1.0000e-03 eta: 1 day, 0:20:52 time: 0.3174 data_time: 0.0184 memory: 9395 grad_norm: 7.3111 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4502 loss: 1.4502 2022/08/16 16:51:47 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 16:51:52 - mmengine - INFO - Epoch(train) [182][1000/3757] lr: 1.0000e-03 eta: 1 day, 0:20:21 time: 0.3163 data_time: 0.0170 memory: 9395 grad_norm: 7.4602 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.3806 loss: 1.3806 2022/08/16 16:52:24 - mmengine - INFO - Epoch(train) [182][1100/3757] lr: 1.0000e-03 eta: 1 day, 0:19:50 time: 0.3186 data_time: 0.0179 memory: 9395 grad_norm: 6.9110 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5027 loss: 1.5027 2022/08/16 16:52:56 - mmengine - INFO - Epoch(train) [182][1200/3757] lr: 1.0000e-03 eta: 1 day, 0:19:19 time: 0.3176 data_time: 0.0189 memory: 9395 grad_norm: 7.1249 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5869 loss: 1.5869 2022/08/16 16:53:28 - mmengine - INFO - Epoch(train) [182][1300/3757] lr: 1.0000e-03 eta: 1 day, 0:18:48 time: 0.3161 data_time: 0.0165 memory: 9395 grad_norm: 7.4076 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5633 loss: 1.5633 2022/08/16 16:53:59 - mmengine - INFO - Epoch(train) [182][1400/3757] lr: 1.0000e-03 eta: 1 day, 0:18:17 time: 0.3159 data_time: 0.0167 memory: 9395 grad_norm: 7.2443 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4756 loss: 1.4756 2022/08/16 16:54:31 - mmengine - INFO - Epoch(train) [182][1500/3757] lr: 1.0000e-03 eta: 1 day, 0:17:46 time: 0.3196 data_time: 0.0184 memory: 9395 grad_norm: 7.0302 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3719 loss: 1.3719 2022/08/16 16:55:03 - mmengine - INFO - Epoch(train) [182][1600/3757] lr: 1.0000e-03 eta: 1 day, 0:17:15 time: 0.3224 data_time: 0.0190 memory: 9395 grad_norm: 7.2122 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.7143 loss: 1.7143 2022/08/16 16:55:35 - mmengine - INFO - Epoch(train) [182][1700/3757] lr: 1.0000e-03 eta: 1 day, 0:16:44 time: 0.3175 data_time: 0.0186 memory: 9395 grad_norm: 7.0160 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4975 loss: 1.4975 2022/08/16 16:56:07 - mmengine - INFO - Epoch(train) [182][1800/3757] lr: 1.0000e-03 eta: 1 day, 0:16:14 time: 0.3156 data_time: 0.0175 memory: 9395 grad_norm: 7.5099 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4493 loss: 1.4493 2022/08/16 16:56:39 - mmengine - INFO - Epoch(train) [182][1900/3757] lr: 1.0000e-03 eta: 1 day, 0:15:43 time: 0.3137 data_time: 0.0170 memory: 9395 grad_norm: 7.4562 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3523 loss: 1.3523 2022/08/16 16:57:05 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 16:57:11 - mmengine - INFO - Epoch(train) [182][2000/3757] lr: 1.0000e-03 eta: 1 day, 0:15:12 time: 0.3178 data_time: 0.0180 memory: 9395 grad_norm: 7.2535 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6132 loss: 1.6132 2022/08/16 16:57:42 - mmengine - INFO - Epoch(train) [182][2100/3757] lr: 1.0000e-03 eta: 1 day, 0:14:41 time: 0.3192 data_time: 0.0189 memory: 9395 grad_norm: 7.3335 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7147 loss: 1.7147 2022/08/16 16:58:14 - mmengine - INFO - Epoch(train) [182][2200/3757] lr: 1.0000e-03 eta: 1 day, 0:14:10 time: 0.3144 data_time: 0.0177 memory: 9395 grad_norm: 7.1834 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4001 loss: 1.4001 2022/08/16 16:58:46 - mmengine - INFO - Epoch(train) [182][2300/3757] lr: 1.0000e-03 eta: 1 day, 0:13:39 time: 0.3209 data_time: 0.0202 memory: 9395 grad_norm: 7.1093 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7614 loss: 1.7614 2022/08/16 16:59:18 - mmengine - INFO - Epoch(train) [182][2400/3757] lr: 1.0000e-03 eta: 1 day, 0:13:08 time: 0.3137 data_time: 0.0171 memory: 9395 grad_norm: 7.4019 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3948 loss: 1.3948 2022/08/16 16:59:50 - mmengine - INFO - Epoch(train) [182][2500/3757] lr: 1.0000e-03 eta: 1 day, 0:12:37 time: 0.3166 data_time: 0.0168 memory: 9395 grad_norm: 7.5719 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8280 loss: 1.8280 2022/08/16 17:00:22 - mmengine - INFO - Epoch(train) [182][2600/3757] lr: 1.0000e-03 eta: 1 day, 0:12:06 time: 0.3209 data_time: 0.0186 memory: 9395 grad_norm: 7.3753 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5260 loss: 1.5260 2022/08/16 17:00:53 - mmengine - INFO - Epoch(train) [182][2700/3757] lr: 1.0000e-03 eta: 1 day, 0:11:35 time: 0.3154 data_time: 0.0177 memory: 9395 grad_norm: 7.1819 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7592 loss: 1.7592 2022/08/16 17:01:25 - mmengine - INFO - Epoch(train) [182][2800/3757] lr: 1.0000e-03 eta: 1 day, 0:11:04 time: 0.3235 data_time: 0.0193 memory: 9395 grad_norm: 7.4048 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4112 loss: 1.4112 2022/08/16 17:01:57 - mmengine - INFO - Epoch(train) [182][2900/3757] lr: 1.0000e-03 eta: 1 day, 0:10:33 time: 0.3141 data_time: 0.0172 memory: 9395 grad_norm: 7.1409 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6117 loss: 1.6117 2022/08/16 17:02:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 17:02:29 - mmengine - INFO - Epoch(train) [182][3000/3757] lr: 1.0000e-03 eta: 1 day, 0:10:02 time: 0.3171 data_time: 0.0173 memory: 9395 grad_norm: 7.1678 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7814 loss: 1.7814 2022/08/16 17:03:01 - mmengine - INFO - Epoch(train) [182][3100/3757] lr: 1.0000e-03 eta: 1 day, 0:09:31 time: 0.3143 data_time: 0.0186 memory: 9395 grad_norm: 7.6678 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8351 loss: 1.8351 2022/08/16 17:03:33 - mmengine - INFO - Epoch(train) [182][3200/3757] lr: 1.0000e-03 eta: 1 day, 0:09:00 time: 0.3190 data_time: 0.0185 memory: 9395 grad_norm: 7.3475 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5049 loss: 1.5049 2022/08/16 17:04:05 - mmengine - INFO - Epoch(train) [182][3300/3757] lr: 1.0000e-03 eta: 1 day, 0:08:29 time: 0.3141 data_time: 0.0171 memory: 9395 grad_norm: 7.1623 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5992 loss: 1.5992 2022/08/16 17:04:37 - mmengine - INFO - Epoch(train) [182][3400/3757] lr: 1.0000e-03 eta: 1 day, 0:07:58 time: 0.3159 data_time: 0.0177 memory: 9395 grad_norm: 7.3649 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6116 loss: 1.6116 2022/08/16 17:05:08 - mmengine - INFO - Epoch(train) [182][3500/3757] lr: 1.0000e-03 eta: 1 day, 0:07:27 time: 0.3151 data_time: 0.0178 memory: 9395 grad_norm: 7.3093 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.4677 loss: 1.4677 2022/08/16 17:05:40 - mmengine - INFO - Epoch(train) [182][3600/3757] lr: 1.0000e-03 eta: 1 day, 0:06:56 time: 0.3149 data_time: 0.0177 memory: 9395 grad_norm: 7.2689 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 1.3730 loss: 1.3730 2022/08/16 17:06:12 - mmengine - INFO - Epoch(train) [182][3700/3757] lr: 1.0000e-03 eta: 1 day, 0:06:25 time: 0.3172 data_time: 0.0176 memory: 9395 grad_norm: 7.3107 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7129 loss: 1.7129 2022/08/16 17:06:30 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 17:06:30 - mmengine - INFO - Epoch(train) [182][3757/3757] lr: 1.0000e-03 eta: 1 day, 0:06:12 time: 0.3108 data_time: 0.0157 memory: 9395 grad_norm: 7.2977 top1_acc: 0.2857 top5_acc: 0.5714 loss_cls: 1.5261 loss: 1.5261 2022/08/16 17:07:03 - mmengine - INFO - Epoch(train) [183][100/3757] lr: 1.0000e-03 eta: 1 day, 0:05:34 time: 0.3164 data_time: 0.0168 memory: 9395 grad_norm: 7.2283 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5913 loss: 1.5913 2022/08/16 17:07:35 - mmengine - INFO - Epoch(train) [183][200/3757] lr: 1.0000e-03 eta: 1 day, 0:05:04 time: 0.3179 data_time: 0.0189 memory: 9395 grad_norm: 7.2096 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3173 loss: 1.3173 2022/08/16 17:07:43 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 17:08:07 - mmengine - INFO - Epoch(train) [183][300/3757] lr: 1.0000e-03 eta: 1 day, 0:04:32 time: 0.3168 data_time: 0.0189 memory: 9395 grad_norm: 7.3479 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7445 loss: 1.7445 2022/08/16 17:08:38 - mmengine - INFO - Epoch(train) [183][400/3757] lr: 1.0000e-03 eta: 1 day, 0:04:01 time: 0.3144 data_time: 0.0173 memory: 9395 grad_norm: 7.5278 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.5353 loss: 1.5353 2022/08/16 17:09:10 - mmengine - INFO - Epoch(train) [183][500/3757] lr: 1.0000e-03 eta: 1 day, 0:03:30 time: 0.3158 data_time: 0.0176 memory: 9395 grad_norm: 7.6744 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6788 loss: 1.6788 2022/08/16 17:09:42 - mmengine - INFO - Epoch(train) [183][600/3757] lr: 1.0000e-03 eta: 1 day, 0:02:59 time: 0.3219 data_time: 0.0202 memory: 9395 grad_norm: 7.4729 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4799 loss: 1.4799 2022/08/16 17:10:14 - mmengine - INFO - Epoch(train) [183][700/3757] lr: 1.0000e-03 eta: 1 day, 0:02:28 time: 0.3167 data_time: 0.0182 memory: 9395 grad_norm: 6.9722 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5366 loss: 1.5366 2022/08/16 17:10:46 - mmengine - INFO - Epoch(train) [183][800/3757] lr: 1.0000e-03 eta: 1 day, 0:01:58 time: 0.3248 data_time: 0.0175 memory: 9395 grad_norm: 7.4590 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2572 loss: 1.2572 2022/08/16 17:11:18 - mmengine - INFO - Epoch(train) [183][900/3757] lr: 1.0000e-03 eta: 1 day, 0:01:27 time: 0.3148 data_time: 0.0179 memory: 9395 grad_norm: 7.2108 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3435 loss: 1.3435 2022/08/16 17:11:50 - mmengine - INFO - Epoch(train) [183][1000/3757] lr: 1.0000e-03 eta: 1 day, 0:00:56 time: 0.3161 data_time: 0.0168 memory: 9395 grad_norm: 7.4205 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1564 loss: 1.1564 2022/08/16 17:12:21 - mmengine - INFO - Epoch(train) [183][1100/3757] lr: 1.0000e-03 eta: 1 day, 0:00:25 time: 0.3153 data_time: 0.0186 memory: 9395 grad_norm: 7.2335 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5793 loss: 1.5793 2022/08/16 17:12:53 - mmengine - INFO - Epoch(train) [183][1200/3757] lr: 1.0000e-03 eta: 23:59:54 time: 0.3183 data_time: 0.0199 memory: 9395 grad_norm: 7.0419 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5489 loss: 1.5489 2022/08/16 17:13:01 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 17:13:25 - mmengine - INFO - Epoch(train) [183][1300/3757] lr: 1.0000e-03 eta: 23:59:22 time: 0.3167 data_time: 0.0168 memory: 9395 grad_norm: 7.3509 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4553 loss: 1.4553 2022/08/16 17:13:57 - mmengine - INFO - Epoch(train) [183][1400/3757] lr: 1.0000e-03 eta: 23:58:51 time: 0.3173 data_time: 0.0176 memory: 9395 grad_norm: 7.3755 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5106 loss: 1.5106 2022/08/16 17:14:28 - mmengine - INFO - Epoch(train) [183][1500/3757] lr: 1.0000e-03 eta: 23:58:20 time: 0.3138 data_time: 0.0188 memory: 9395 grad_norm: 7.3387 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5238 loss: 1.5238 2022/08/16 17:15:00 - mmengine - INFO - Epoch(train) [183][1600/3757] lr: 1.0000e-03 eta: 23:57:49 time: 0.3184 data_time: 0.0179 memory: 9395 grad_norm: 7.4465 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5338 loss: 1.5338 2022/08/16 17:15:32 - mmengine - INFO - Epoch(train) [183][1700/3757] lr: 1.0000e-03 eta: 23:57:18 time: 0.3157 data_time: 0.0174 memory: 9395 grad_norm: 7.0658 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.3118 loss: 1.3118 2022/08/16 17:16:04 - mmengine - INFO - Epoch(train) [183][1800/3757] lr: 1.0000e-03 eta: 23:56:47 time: 0.3153 data_time: 0.0180 memory: 9395 grad_norm: 7.1055 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3755 loss: 1.3755 2022/08/16 17:16:35 - mmengine - INFO - Epoch(train) [183][1900/3757] lr: 1.0000e-03 eta: 23:56:16 time: 0.3139 data_time: 0.0174 memory: 9395 grad_norm: 7.1473 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6132 loss: 1.6132 2022/08/16 17:17:07 - mmengine - INFO - Epoch(train) [183][2000/3757] lr: 1.0000e-03 eta: 23:55:45 time: 0.3178 data_time: 0.0187 memory: 9395 grad_norm: 7.0947 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.8264 loss: 1.8264 2022/08/16 17:17:39 - mmengine - INFO - Epoch(train) [183][2100/3757] lr: 1.0000e-03 eta: 23:55:14 time: 0.3163 data_time: 0.0174 memory: 9395 grad_norm: 7.3100 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3609 loss: 1.3609 2022/08/16 17:18:11 - mmengine - INFO - Epoch(train) [183][2200/3757] lr: 1.0000e-03 eta: 23:54:43 time: 0.3145 data_time: 0.0167 memory: 9395 grad_norm: 7.6274 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.2661 loss: 1.2661 2022/08/16 17:18:19 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 17:18:43 - mmengine - INFO - Epoch(train) [183][2300/3757] lr: 1.0000e-03 eta: 23:54:12 time: 0.3249 data_time: 0.0194 memory: 9395 grad_norm: 7.3971 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6328 loss: 1.6328 2022/08/16 17:19:15 - mmengine - INFO - Epoch(train) [183][2400/3757] lr: 1.0000e-03 eta: 23:53:41 time: 0.3154 data_time: 0.0176 memory: 9395 grad_norm: 7.2115 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.3386 loss: 1.3386 2022/08/16 17:19:47 - mmengine - INFO - Epoch(train) [183][2500/3757] lr: 1.0000e-03 eta: 23:53:11 time: 0.3221 data_time: 0.0182 memory: 9395 grad_norm: 7.5977 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 1.5261 loss: 1.5261 2022/08/16 17:20:19 - mmengine - INFO - Epoch(train) [183][2600/3757] lr: 1.0000e-03 eta: 23:52:40 time: 0.3152 data_time: 0.0177 memory: 9395 grad_norm: 7.1114 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3188 loss: 1.3188 2022/08/16 17:20:51 - mmengine - INFO - Epoch(train) [183][2700/3757] lr: 1.0000e-03 eta: 23:52:09 time: 0.3161 data_time: 0.0177 memory: 9395 grad_norm: 7.3763 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2911 loss: 1.2911 2022/08/16 17:21:23 - mmengine - INFO - Epoch(train) [183][2800/3757] lr: 1.0000e-03 eta: 23:51:38 time: 0.3247 data_time: 0.0193 memory: 9395 grad_norm: 7.3988 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6358 loss: 1.6358 2022/08/16 17:21:55 - mmengine - INFO - Epoch(train) [183][2900/3757] lr: 1.0000e-03 eta: 23:51:07 time: 0.3146 data_time: 0.0172 memory: 9395 grad_norm: 7.6477 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4172 loss: 1.4172 2022/08/16 17:22:26 - mmengine - INFO - Epoch(train) [183][3000/3757] lr: 1.0000e-03 eta: 23:50:36 time: 0.3200 data_time: 0.0187 memory: 9395 grad_norm: 7.1873 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6985 loss: 1.6985 2022/08/16 17:22:58 - mmengine - INFO - Epoch(train) [183][3100/3757] lr: 1.0000e-03 eta: 23:50:05 time: 0.3161 data_time: 0.0175 memory: 9395 grad_norm: 7.3900 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2829 loss: 1.2829 2022/08/16 17:23:30 - mmengine - INFO - Epoch(train) [183][3200/3757] lr: 1.0000e-03 eta: 23:49:34 time: 0.3143 data_time: 0.0172 memory: 9395 grad_norm: 7.5641 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4149 loss: 1.4149 2022/08/16 17:23:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 17:24:02 - mmengine - INFO - Epoch(train) [183][3300/3757] lr: 1.0000e-03 eta: 23:49:03 time: 0.3148 data_time: 0.0171 memory: 9395 grad_norm: 7.2247 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3570 loss: 1.3570 2022/08/16 17:24:34 - mmengine - INFO - Epoch(train) [183][3400/3757] lr: 1.0000e-03 eta: 23:48:32 time: 0.3293 data_time: 0.0178 memory: 9395 grad_norm: 7.2064 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6798 loss: 1.6798 2022/08/16 17:25:06 - mmengine - INFO - Epoch(train) [183][3500/3757] lr: 1.0000e-03 eta: 23:48:01 time: 0.3162 data_time: 0.0174 memory: 9395 grad_norm: 7.3961 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5187 loss: 1.5187 2022/08/16 17:25:38 - mmengine - INFO - Epoch(train) [183][3600/3757] lr: 1.0000e-03 eta: 23:47:30 time: 0.3223 data_time: 0.0186 memory: 9395 grad_norm: 7.3392 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5737 loss: 1.5737 2022/08/16 17:26:10 - mmengine - INFO - Epoch(train) [183][3700/3757] lr: 1.0000e-03 eta: 23:46:59 time: 0.3148 data_time: 0.0166 memory: 9395 grad_norm: 7.5408 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7475 loss: 1.7475 2022/08/16 17:26:28 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 17:26:28 - mmengine - INFO - Epoch(train) [183][3757/3757] lr: 1.0000e-03 eta: 23:46:47 time: 0.3141 data_time: 0.0170 memory: 9395 grad_norm: 7.6224 top1_acc: 0.8571 top5_acc: 1.0000 loss_cls: 1.5776 loss: 1.5776 2022/08/16 17:27:01 - mmengine - INFO - Epoch(train) [184][100/3757] lr: 1.0000e-03 eta: 23:46:09 time: 0.3148 data_time: 0.0169 memory: 9395 grad_norm: 7.1667 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2424 loss: 1.2424 2022/08/16 17:27:33 - mmengine - INFO - Epoch(train) [184][200/3757] lr: 1.0000e-03 eta: 23:45:38 time: 0.3264 data_time: 0.0180 memory: 9395 grad_norm: 7.4638 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5884 loss: 1.5884 2022/08/16 17:28:05 - mmengine - INFO - Epoch(train) [184][300/3757] lr: 1.0000e-03 eta: 23:45:07 time: 0.3144 data_time: 0.0174 memory: 9395 grad_norm: 7.4158 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2942 loss: 1.2942 2022/08/16 17:28:37 - mmengine - INFO - Epoch(train) [184][400/3757] lr: 1.0000e-03 eta: 23:44:36 time: 0.3163 data_time: 0.0173 memory: 9395 grad_norm: 7.3782 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5423 loss: 1.5423 2022/08/16 17:28:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 17:29:09 - mmengine - INFO - Epoch(train) [184][500/3757] lr: 1.0000e-03 eta: 23:44:05 time: 0.3184 data_time: 0.0185 memory: 9395 grad_norm: 7.2170 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.3697 loss: 1.3697 2022/08/16 17:29:41 - mmengine - INFO - Epoch(train) [184][600/3757] lr: 1.0000e-03 eta: 23:43:34 time: 0.3155 data_time: 0.0178 memory: 9395 grad_norm: 7.0891 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3285 loss: 1.3285 2022/08/16 17:30:13 - mmengine - INFO - Epoch(train) [184][700/3757] lr: 1.0000e-03 eta: 23:43:03 time: 0.3150 data_time: 0.0166 memory: 9395 grad_norm: 7.4811 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6228 loss: 1.6228 2022/08/16 17:30:45 - mmengine - INFO - Epoch(train) [184][800/3757] lr: 1.0000e-03 eta: 23:42:32 time: 0.3242 data_time: 0.0184 memory: 9395 grad_norm: 7.0688 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6500 loss: 1.6500 2022/08/16 17:31:17 - mmengine - INFO - Epoch(train) [184][900/3757] lr: 1.0000e-03 eta: 23:42:01 time: 0.3173 data_time: 0.0174 memory: 9395 grad_norm: 7.4071 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5671 loss: 1.5671 2022/08/16 17:31:49 - mmengine - INFO - Epoch(train) [184][1000/3757] lr: 1.0000e-03 eta: 23:41:30 time: 0.3191 data_time: 0.0193 memory: 9395 grad_norm: 7.4181 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5890 loss: 1.5890 2022/08/16 17:32:21 - mmengine - INFO - Epoch(train) [184][1100/3757] lr: 1.0000e-03 eta: 23:40:59 time: 0.3146 data_time: 0.0181 memory: 9395 grad_norm: 7.2552 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4942 loss: 1.4942 2022/08/16 17:32:52 - mmengine - INFO - Epoch(train) [184][1200/3757] lr: 1.0000e-03 eta: 23:40:28 time: 0.3163 data_time: 0.0183 memory: 9395 grad_norm: 7.6430 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 1.4390 loss: 1.4390 2022/08/16 17:33:24 - mmengine - INFO - Epoch(train) [184][1300/3757] lr: 1.0000e-03 eta: 23:39:57 time: 0.3193 data_time: 0.0181 memory: 9395 grad_norm: 7.4358 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3674 loss: 1.3674 2022/08/16 17:33:56 - mmengine - INFO - Epoch(train) [184][1400/3757] lr: 1.0000e-03 eta: 23:39:26 time: 0.3153 data_time: 0.0181 memory: 9395 grad_norm: 7.6782 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5903 loss: 1.5903 2022/08/16 17:34:18 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 17:34:28 - mmengine - INFO - Epoch(train) [184][1500/3757] lr: 1.0000e-03 eta: 23:38:55 time: 0.3219 data_time: 0.0187 memory: 9395 grad_norm: 7.3067 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5145 loss: 1.5145 2022/08/16 17:35:00 - mmengine - INFO - Epoch(train) [184][1600/3757] lr: 1.0000e-03 eta: 23:38:24 time: 0.3165 data_time: 0.0173 memory: 9395 grad_norm: 7.2595 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3412 loss: 1.3412 2022/08/16 17:35:32 - mmengine - INFO - Epoch(train) [184][1700/3757] lr: 1.0000e-03 eta: 23:37:53 time: 0.3153 data_time: 0.0183 memory: 9395 grad_norm: 7.5953 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5041 loss: 1.5041 2022/08/16 17:36:04 - mmengine - INFO - Epoch(train) [184][1800/3757] lr: 1.0000e-03 eta: 23:37:22 time: 0.3193 data_time: 0.0189 memory: 9395 grad_norm: 7.4271 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5105 loss: 1.5105 2022/08/16 17:36:36 - mmengine - INFO - Epoch(train) [184][1900/3757] lr: 1.0000e-03 eta: 23:36:51 time: 0.3158 data_time: 0.0175 memory: 9395 grad_norm: 7.1840 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5505 loss: 1.5505 2022/08/16 17:37:08 - mmengine - INFO - Epoch(train) [184][2000/3757] lr: 1.0000e-03 eta: 23:36:20 time: 0.3232 data_time: 0.0186 memory: 9395 grad_norm: 7.1489 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2931 loss: 1.2931 2022/08/16 17:37:39 - mmengine - INFO - Epoch(train) [184][2100/3757] lr: 1.0000e-03 eta: 23:35:49 time: 0.3205 data_time: 0.0174 memory: 9395 grad_norm: 7.3269 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9452 loss: 1.9452 2022/08/16 17:38:11 - mmengine - INFO - Epoch(train) [184][2200/3757] lr: 1.0000e-03 eta: 23:35:18 time: 0.3156 data_time: 0.0170 memory: 9395 grad_norm: 7.6860 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1979 loss: 1.1979 2022/08/16 17:38:43 - mmengine - INFO - Epoch(train) [184][2300/3757] lr: 1.0000e-03 eta: 23:34:47 time: 0.3166 data_time: 0.0175 memory: 9395 grad_norm: 7.5798 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6011 loss: 1.6011 2022/08/16 17:39:15 - mmengine - INFO - Epoch(train) [184][2400/3757] lr: 1.0000e-03 eta: 23:34:16 time: 0.3200 data_time: 0.0188 memory: 9395 grad_norm: 7.1729 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3755 loss: 1.3755 2022/08/16 17:39:37 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 17:39:47 - mmengine - INFO - Epoch(train) [184][2500/3757] lr: 1.0000e-03 eta: 23:33:45 time: 0.3150 data_time: 0.0174 memory: 9395 grad_norm: 7.5736 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8186 loss: 1.8186 2022/08/16 17:40:19 - mmengine - INFO - Epoch(train) [184][2600/3757] lr: 1.0000e-03 eta: 23:33:14 time: 0.3180 data_time: 0.0193 memory: 9395 grad_norm: 7.6206 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3774 loss: 1.3774 2022/08/16 17:40:51 - mmengine - INFO - Epoch(train) [184][2700/3757] lr: 1.0000e-03 eta: 23:32:43 time: 0.3153 data_time: 0.0175 memory: 9395 grad_norm: 7.5157 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3870 loss: 1.3870 2022/08/16 17:41:23 - mmengine - INFO - Epoch(train) [184][2800/3757] lr: 1.0000e-03 eta: 23:32:12 time: 0.3155 data_time: 0.0179 memory: 9395 grad_norm: 7.6485 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6846 loss: 1.6846 2022/08/16 17:41:55 - mmengine - INFO - Epoch(train) [184][2900/3757] lr: 1.0000e-03 eta: 23:31:41 time: 0.3188 data_time: 0.0182 memory: 9395 grad_norm: 7.5211 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5488 loss: 1.5488 2022/08/16 17:42:26 - mmengine - INFO - Epoch(train) [184][3000/3757] lr: 1.0000e-03 eta: 23:31:10 time: 0.3165 data_time: 0.0169 memory: 9395 grad_norm: 7.3981 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5017 loss: 1.5017 2022/08/16 17:42:58 - mmengine - INFO - Epoch(train) [184][3100/3757] lr: 1.0000e-03 eta: 23:30:39 time: 0.3200 data_time: 0.0182 memory: 9395 grad_norm: 7.2330 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7151 loss: 1.7151 2022/08/16 17:43:30 - mmengine - INFO - Epoch(train) [184][3200/3757] lr: 1.0000e-03 eta: 23:30:08 time: 0.3172 data_time: 0.0174 memory: 9395 grad_norm: 7.4136 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3838 loss: 1.3838 2022/08/16 17:44:02 - mmengine - INFO - Epoch(train) [184][3300/3757] lr: 1.0000e-03 eta: 23:29:37 time: 0.3171 data_time: 0.0166 memory: 9395 grad_norm: 7.3822 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.4135 loss: 1.4135 2022/08/16 17:44:34 - mmengine - INFO - Epoch(train) [184][3400/3757] lr: 1.0000e-03 eta: 23:29:06 time: 0.3143 data_time: 0.0171 memory: 9395 grad_norm: 7.1730 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4212 loss: 1.4212 2022/08/16 17:44:56 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 17:45:06 - mmengine - INFO - Epoch(train) [184][3500/3757] lr: 1.0000e-03 eta: 23:28:35 time: 0.3165 data_time: 0.0173 memory: 9395 grad_norm: 7.4982 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.4760 loss: 1.4760 2022/08/16 17:45:38 - mmengine - INFO - Epoch(train) [184][3600/3757] lr: 1.0000e-03 eta: 23:28:04 time: 0.3222 data_time: 0.0189 memory: 9395 grad_norm: 7.4822 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3254 loss: 1.3254 2022/08/16 17:46:10 - mmengine - INFO - Epoch(train) [184][3700/3757] lr: 1.0000e-03 eta: 23:27:33 time: 0.3158 data_time: 0.0175 memory: 9395 grad_norm: 7.2216 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7358 loss: 1.7358 2022/08/16 17:46:28 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 17:46:28 - mmengine - INFO - Epoch(train) [184][3757/3757] lr: 1.0000e-03 eta: 23:27:21 time: 0.3106 data_time: 0.0175 memory: 9395 grad_norm: 7.5980 top1_acc: 0.7143 top5_acc: 0.7143 loss_cls: 1.4648 loss: 1.4648 2022/08/16 17:46:28 - mmengine - INFO - Saving checkpoint at 184 epochs 2022/08/16 17:47:03 - mmengine - INFO - Epoch(train) [185][100/3757] lr: 1.0000e-03 eta: 23:26:43 time: 0.3149 data_time: 0.0171 memory: 9395 grad_norm: 7.6428 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6691 loss: 1.6691 2022/08/16 17:47:35 - mmengine - INFO - Epoch(train) [185][200/3757] lr: 1.0000e-03 eta: 23:26:12 time: 0.3171 data_time: 0.0177 memory: 9395 grad_norm: 7.2580 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4000 loss: 1.4000 2022/08/16 17:48:07 - mmengine - INFO - Epoch(train) [185][300/3757] lr: 1.0000e-03 eta: 23:25:41 time: 0.3197 data_time: 0.0186 memory: 9395 grad_norm: 7.3505 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5106 loss: 1.5106 2022/08/16 17:48:39 - mmengine - INFO - Epoch(train) [185][400/3757] lr: 1.0000e-03 eta: 23:25:10 time: 0.3163 data_time: 0.0189 memory: 9395 grad_norm: 7.5991 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5848 loss: 1.5848 2022/08/16 17:49:11 - mmengine - INFO - Epoch(train) [185][500/3757] lr: 1.0000e-03 eta: 23:24:40 time: 0.3165 data_time: 0.0176 memory: 9395 grad_norm: 7.5279 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.6221 loss: 1.6221 2022/08/16 17:49:43 - mmengine - INFO - Epoch(train) [185][600/3757] lr: 1.0000e-03 eta: 23:24:08 time: 0.3158 data_time: 0.0171 memory: 9395 grad_norm: 7.1951 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2315 loss: 1.2315 2022/08/16 17:50:15 - mmengine - INFO - Epoch(train) [185][700/3757] lr: 1.0000e-03 eta: 23:23:37 time: 0.3159 data_time: 0.0187 memory: 9395 grad_norm: 7.5537 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2664 loss: 1.2664 2022/08/16 17:50:19 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 17:50:47 - mmengine - INFO - Epoch(train) [185][800/3757] lr: 1.0000e-03 eta: 23:23:06 time: 0.3209 data_time: 0.0193 memory: 9395 grad_norm: 7.2334 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4780 loss: 1.4780 2022/08/16 17:51:18 - mmengine - INFO - Epoch(train) [185][900/3757] lr: 1.0000e-03 eta: 23:22:35 time: 0.3153 data_time: 0.0170 memory: 9395 grad_norm: 7.4726 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3643 loss: 1.3643 2022/08/16 17:51:50 - mmengine - INFO - Epoch(train) [185][1000/3757] lr: 1.0000e-03 eta: 23:22:05 time: 0.3189 data_time: 0.0178 memory: 9395 grad_norm: 7.4388 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3997 loss: 1.3997 2022/08/16 17:52:23 - mmengine - INFO - Epoch(train) [185][1100/3757] lr: 1.0000e-03 eta: 23:21:34 time: 0.3160 data_time: 0.0176 memory: 9395 grad_norm: 7.2252 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1654 loss: 1.1654 2022/08/16 17:52:54 - mmengine - INFO - Epoch(train) [185][1200/3757] lr: 1.0000e-03 eta: 23:21:03 time: 0.3155 data_time: 0.0170 memory: 9395 grad_norm: 7.5070 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7860 loss: 1.7860 2022/08/16 17:53:26 - mmengine - INFO - Epoch(train) [185][1300/3757] lr: 1.0000e-03 eta: 23:20:32 time: 0.3198 data_time: 0.0192 memory: 9395 grad_norm: 7.2427 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4867 loss: 1.4867 2022/08/16 17:53:58 - mmengine - INFO - Epoch(train) [185][1400/3757] lr: 1.0000e-03 eta: 23:20:01 time: 0.3187 data_time: 0.0175 memory: 9395 grad_norm: 7.4315 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3000 loss: 1.3000 2022/08/16 17:54:30 - mmengine - INFO - Epoch(train) [185][1500/3757] lr: 1.0000e-03 eta: 23:19:30 time: 0.3183 data_time: 0.0185 memory: 9395 grad_norm: 7.3862 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7411 loss: 1.7411 2022/08/16 17:55:02 - mmengine - INFO - Epoch(train) [185][1600/3757] lr: 1.0000e-03 eta: 23:18:59 time: 0.3151 data_time: 0.0174 memory: 9395 grad_norm: 7.2875 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3480 loss: 1.3480 2022/08/16 17:55:34 - mmengine - INFO - Epoch(train) [185][1700/3757] lr: 1.0000e-03 eta: 23:18:28 time: 0.3154 data_time: 0.0173 memory: 9395 grad_norm: 7.3687 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3291 loss: 1.3291 2022/08/16 17:55:37 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 17:56:05 - mmengine - INFO - Epoch(train) [185][1800/3757] lr: 1.0000e-03 eta: 23:17:57 time: 0.3159 data_time: 0.0178 memory: 9395 grad_norm: 7.3434 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4819 loss: 1.4819 2022/08/16 17:56:37 - mmengine - INFO - Epoch(train) [185][1900/3757] lr: 1.0000e-03 eta: 23:17:26 time: 0.3206 data_time: 0.0194 memory: 9395 grad_norm: 7.5709 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4662 loss: 1.4662 2022/08/16 17:57:09 - mmengine - INFO - Epoch(train) [185][2000/3757] lr: 1.0000e-03 eta: 23:16:55 time: 0.3156 data_time: 0.0177 memory: 9395 grad_norm: 7.3636 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9307 loss: 1.9307 2022/08/16 17:57:42 - mmengine - INFO - Epoch(train) [185][2100/3757] lr: 1.0000e-03 eta: 23:16:24 time: 0.3280 data_time: 0.0189 memory: 9395 grad_norm: 7.5533 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6481 loss: 1.6481 2022/08/16 17:58:14 - mmengine - INFO - Epoch(train) [185][2200/3757] lr: 1.0000e-03 eta: 23:15:53 time: 0.3162 data_time: 0.0181 memory: 9395 grad_norm: 7.0503 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1362 loss: 1.1362 2022/08/16 17:58:46 - mmengine - INFO - Epoch(train) [185][2300/3757] lr: 1.0000e-03 eta: 23:15:22 time: 0.3160 data_time: 0.0169 memory: 9395 grad_norm: 7.4167 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8809 loss: 1.8809 2022/08/16 17:59:18 - mmengine - INFO - Epoch(train) [185][2400/3757] lr: 1.0000e-03 eta: 23:14:51 time: 0.3268 data_time: 0.0194 memory: 9395 grad_norm: 7.5595 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3352 loss: 1.3352 2022/08/16 17:59:50 - mmengine - INFO - Epoch(train) [185][2500/3757] lr: 1.0000e-03 eta: 23:14:20 time: 0.3193 data_time: 0.0197 memory: 9395 grad_norm: 7.5634 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2507 loss: 1.2507 2022/08/16 18:00:27 - mmengine - INFO - Epoch(train) [185][2600/3757] lr: 1.0000e-03 eta: 23:13:51 time: 0.3158 data_time: 0.0181 memory: 9395 grad_norm: 7.4576 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3792 loss: 1.3792 2022/08/16 18:00:58 - mmengine - INFO - Epoch(train) [185][2700/3757] lr: 1.0000e-03 eta: 23:13:20 time: 0.3188 data_time: 0.0176 memory: 9395 grad_norm: 7.4221 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5580 loss: 1.5580 2022/08/16 18:01:02 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 18:01:30 - mmengine - INFO - Epoch(train) [185][2800/3757] lr: 1.0000e-03 eta: 23:12:49 time: 0.3160 data_time: 0.0173 memory: 9395 grad_norm: 7.3424 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2501 loss: 1.2501 2022/08/16 18:02:02 - mmengine - INFO - Epoch(train) [185][2900/3757] lr: 1.0000e-03 eta: 23:12:18 time: 0.3245 data_time: 0.0205 memory: 9395 grad_norm: 7.3832 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.3332 loss: 1.3332 2022/08/16 18:02:34 - mmengine - INFO - Epoch(train) [185][3000/3757] lr: 1.0000e-03 eta: 23:11:47 time: 0.3160 data_time: 0.0177 memory: 9395 grad_norm: 7.3434 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5793 loss: 1.5793 2022/08/16 18:03:06 - mmengine - INFO - Epoch(train) [185][3100/3757] lr: 1.0000e-03 eta: 23:11:16 time: 0.3144 data_time: 0.0174 memory: 9395 grad_norm: 7.3221 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5385 loss: 1.5385 2022/08/16 18:03:38 - mmengine - INFO - Epoch(train) [185][3200/3757] lr: 1.0000e-03 eta: 23:10:45 time: 0.3154 data_time: 0.0172 memory: 9395 grad_norm: 7.4496 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5921 loss: 1.5921 2022/08/16 18:04:10 - mmengine - INFO - Epoch(train) [185][3300/3757] lr: 1.0000e-03 eta: 23:10:14 time: 0.3165 data_time: 0.0160 memory: 9395 grad_norm: 7.4203 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2956 loss: 1.2956 2022/08/16 18:04:41 - mmengine - INFO - Epoch(train) [185][3400/3757] lr: 1.0000e-03 eta: 23:09:43 time: 0.3151 data_time: 0.0176 memory: 9395 grad_norm: 7.0983 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4565 loss: 1.4565 2022/08/16 18:05:13 - mmengine - INFO - Epoch(train) [185][3500/3757] lr: 1.0000e-03 eta: 23:09:12 time: 0.3160 data_time: 0.0171 memory: 9395 grad_norm: 7.3325 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6305 loss: 1.6305 2022/08/16 18:05:45 - mmengine - INFO - Epoch(train) [185][3600/3757] lr: 1.0000e-03 eta: 23:08:41 time: 0.3137 data_time: 0.0167 memory: 9395 grad_norm: 7.4199 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2875 loss: 1.2875 2022/08/16 18:06:17 - mmengine - INFO - Epoch(train) [185][3700/3757] lr: 1.0000e-03 eta: 23:08:10 time: 0.3160 data_time: 0.0181 memory: 9395 grad_norm: 7.4221 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4879 loss: 1.4879 2022/08/16 18:06:21 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 18:06:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 18:06:35 - mmengine - INFO - Epoch(train) [185][3757/3757] lr: 1.0000e-03 eta: 23:07:58 time: 0.3095 data_time: 0.0186 memory: 9395 grad_norm: 7.4562 top1_acc: 0.5714 top5_acc: 0.7143 loss_cls: 1.4180 loss: 1.4180 2022/08/16 18:06:53 - mmengine - INFO - Epoch(val) [185][100/310] eta: 0:00:34 time: 0.1646 data_time: 0.0654 memory: 1523 2022/08/16 18:07:10 - mmengine - INFO - Epoch(val) [185][200/310] eta: 0:00:16 time: 0.1534 data_time: 0.0535 memory: 1523 2022/08/16 18:07:27 - mmengine - INFO - Epoch(val) [185][300/310] eta: 0:00:01 time: 0.1659 data_time: 0.0679 memory: 1523 2022/08/16 18:07:31 - mmengine - INFO - Epoch(val) [185][310/310] acc/top1: 0.6763 acc/top5: 0.8771 acc/mean1: 0.6763 2022/08/16 18:08:05 - mmengine - INFO - Epoch(train) [186][100/3757] lr: 1.0000e-03 eta: 23:07:20 time: 0.3154 data_time: 0.0172 memory: 9395 grad_norm: 7.6104 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4797 loss: 1.4797 2022/08/16 18:08:36 - mmengine - INFO - Epoch(train) [186][200/3757] lr: 1.0000e-03 eta: 23:06:49 time: 0.3154 data_time: 0.0175 memory: 9395 grad_norm: 7.6350 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4585 loss: 1.4585 2022/08/16 18:09:08 - mmengine - INFO - Epoch(train) [186][300/3757] lr: 1.0000e-03 eta: 23:06:18 time: 0.3150 data_time: 0.0168 memory: 9395 grad_norm: 7.2744 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.5552 loss: 1.5552 2022/08/16 18:09:40 - mmengine - INFO - Epoch(train) [186][400/3757] lr: 1.0000e-03 eta: 23:05:47 time: 0.3202 data_time: 0.0168 memory: 9395 grad_norm: 7.6067 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.5909 loss: 1.5909 2022/08/16 18:10:12 - mmengine - INFO - Epoch(train) [186][500/3757] lr: 1.0000e-03 eta: 23:05:16 time: 0.3158 data_time: 0.0169 memory: 9395 grad_norm: 7.4928 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4923 loss: 1.4923 2022/08/16 18:10:44 - mmengine - INFO - Epoch(train) [186][600/3757] lr: 1.0000e-03 eta: 23:04:45 time: 0.3155 data_time: 0.0169 memory: 9395 grad_norm: 7.4800 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4565 loss: 1.4565 2022/08/16 18:11:16 - mmengine - INFO - Epoch(train) [186][700/3757] lr: 1.0000e-03 eta: 23:04:14 time: 0.3150 data_time: 0.0166 memory: 9395 grad_norm: 7.5607 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8932 loss: 1.8932 2022/08/16 18:11:48 - mmengine - INFO - Epoch(train) [186][800/3757] lr: 1.0000e-03 eta: 23:03:43 time: 0.3246 data_time: 0.0175 memory: 9395 grad_norm: 7.4999 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.3206 loss: 1.3206 2022/08/16 18:12:20 - mmengine - INFO - Epoch(train) [186][900/3757] lr: 1.0000e-03 eta: 23:03:12 time: 0.3174 data_time: 0.0180 memory: 9395 grad_norm: 7.3298 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3850 loss: 1.3850 2022/08/16 18:12:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 18:12:52 - mmengine - INFO - Epoch(train) [186][1000/3757] lr: 1.0000e-03 eta: 23:02:41 time: 0.3154 data_time: 0.0186 memory: 9395 grad_norm: 7.3433 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5623 loss: 1.5623 2022/08/16 18:13:24 - mmengine - INFO - Epoch(train) [186][1100/3757] lr: 1.0000e-03 eta: 23:02:10 time: 0.3155 data_time: 0.0169 memory: 9395 grad_norm: 7.2016 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6638 loss: 1.6638 2022/08/16 18:13:55 - mmengine - INFO - Epoch(train) [186][1200/3757] lr: 1.0000e-03 eta: 23:01:39 time: 0.3155 data_time: 0.0175 memory: 9395 grad_norm: 7.4150 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.3932 loss: 1.3932 2022/08/16 18:14:27 - mmengine - INFO - Epoch(train) [186][1300/3757] lr: 1.0000e-03 eta: 23:01:08 time: 0.3144 data_time: 0.0173 memory: 9395 grad_norm: 7.4681 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5044 loss: 1.5044 2022/08/16 18:14:59 - mmengine - INFO - Epoch(train) [186][1400/3757] lr: 1.0000e-03 eta: 23:00:37 time: 0.3200 data_time: 0.0179 memory: 9395 grad_norm: 7.5492 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3805 loss: 1.3805 2022/08/16 18:15:31 - mmengine - INFO - Epoch(train) [186][1500/3757] lr: 1.0000e-03 eta: 23:00:06 time: 0.3184 data_time: 0.0176 memory: 9395 grad_norm: 7.3868 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5472 loss: 1.5472 2022/08/16 18:16:03 - mmengine - INFO - Epoch(train) [186][1600/3757] lr: 1.0000e-03 eta: 22:59:35 time: 0.3186 data_time: 0.0171 memory: 9395 grad_norm: 7.5889 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5302 loss: 1.5302 2022/08/16 18:16:35 - mmengine - INFO - Epoch(train) [186][1700/3757] lr: 1.0000e-03 eta: 22:59:04 time: 0.3155 data_time: 0.0174 memory: 9395 grad_norm: 7.5930 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4511 loss: 1.4511 2022/08/16 18:17:07 - mmengine - INFO - Epoch(train) [186][1800/3757] lr: 1.0000e-03 eta: 22:58:33 time: 0.3148 data_time: 0.0171 memory: 9395 grad_norm: 7.5525 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6971 loss: 1.6971 2022/08/16 18:17:39 - mmengine - INFO - Epoch(train) [186][1900/3757] lr: 1.0000e-03 eta: 22:58:02 time: 0.3175 data_time: 0.0172 memory: 9395 grad_norm: 7.3931 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3025 loss: 1.3025 2022/08/16 18:17:56 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 18:18:10 - mmengine - INFO - Epoch(train) [186][2000/3757] lr: 1.0000e-03 eta: 22:57:31 time: 0.3179 data_time: 0.0198 memory: 9395 grad_norm: 7.5531 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4773 loss: 1.4773 2022/08/16 18:18:42 - mmengine - INFO - Epoch(train) [186][2100/3757] lr: 1.0000e-03 eta: 22:57:00 time: 0.3158 data_time: 0.0181 memory: 9395 grad_norm: 7.4624 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4023 loss: 1.4023 2022/08/16 18:19:14 - mmengine - INFO - Epoch(train) [186][2200/3757] lr: 1.0000e-03 eta: 22:56:29 time: 0.3162 data_time: 0.0189 memory: 9395 grad_norm: 7.3255 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3169 loss: 1.3169 2022/08/16 18:19:46 - mmengine - INFO - Epoch(train) [186][2300/3757] lr: 1.0000e-03 eta: 22:55:58 time: 0.3142 data_time: 0.0178 memory: 9395 grad_norm: 7.3812 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3817 loss: 1.3817 2022/08/16 18:20:18 - mmengine - INFO - Epoch(train) [186][2400/3757] lr: 1.0000e-03 eta: 22:55:27 time: 0.3156 data_time: 0.0176 memory: 9395 grad_norm: 7.5219 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2542 loss: 1.2542 2022/08/16 18:20:50 - mmengine - INFO - Epoch(train) [186][2500/3757] lr: 1.0000e-03 eta: 22:54:56 time: 0.3162 data_time: 0.0182 memory: 9395 grad_norm: 7.3386 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2195 loss: 1.2195 2022/08/16 18:21:21 - mmengine - INFO - Epoch(train) [186][2600/3757] lr: 1.0000e-03 eta: 22:54:25 time: 0.3170 data_time: 0.0196 memory: 9395 grad_norm: 7.5822 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5784 loss: 1.5784 2022/08/16 18:21:53 - mmengine - INFO - Epoch(train) [186][2700/3757] lr: 1.0000e-03 eta: 22:53:54 time: 0.3138 data_time: 0.0172 memory: 9395 grad_norm: 7.4120 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2618 loss: 1.2618 2022/08/16 18:22:25 - mmengine - INFO - Epoch(train) [186][2800/3757] lr: 1.0000e-03 eta: 22:53:23 time: 0.3148 data_time: 0.0178 memory: 9395 grad_norm: 7.2659 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5450 loss: 1.5450 2022/08/16 18:22:57 - mmengine - INFO - Epoch(train) [186][2900/3757] lr: 1.0000e-03 eta: 22:52:52 time: 0.3166 data_time: 0.0169 memory: 9395 grad_norm: 7.7749 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5863 loss: 1.5863 2022/08/16 18:23:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 18:23:29 - mmengine - INFO - Epoch(train) [186][3000/3757] lr: 1.0000e-03 eta: 22:52:21 time: 0.3174 data_time: 0.0186 memory: 9395 grad_norm: 7.5586 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5353 loss: 1.5353 2022/08/16 18:24:01 - mmengine - INFO - Epoch(train) [186][3100/3757] lr: 1.0000e-03 eta: 22:51:50 time: 0.3172 data_time: 0.0173 memory: 9395 grad_norm: 7.5517 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4530 loss: 1.4530 2022/08/16 18:24:32 - mmengine - INFO - Epoch(train) [186][3200/3757] lr: 1.0000e-03 eta: 22:51:19 time: 0.3177 data_time: 0.0182 memory: 9395 grad_norm: 7.6954 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6131 loss: 1.6131 2022/08/16 18:25:04 - mmengine - INFO - Epoch(train) [186][3300/3757] lr: 1.0000e-03 eta: 22:50:48 time: 0.3176 data_time: 0.0193 memory: 9395 grad_norm: 7.3342 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4133 loss: 1.4133 2022/08/16 18:25:36 - mmengine - INFO - Epoch(train) [186][3400/3757] lr: 1.0000e-03 eta: 22:50:16 time: 0.3140 data_time: 0.0173 memory: 9395 grad_norm: 7.8061 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5699 loss: 1.5699 2022/08/16 18:26:08 - mmengine - INFO - Epoch(train) [186][3500/3757] lr: 1.0000e-03 eta: 22:49:45 time: 0.3171 data_time: 0.0180 memory: 9395 grad_norm: 7.6054 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4150 loss: 1.4150 2022/08/16 18:26:40 - mmengine - INFO - Epoch(train) [186][3600/3757] lr: 1.0000e-03 eta: 22:49:14 time: 0.3153 data_time: 0.0169 memory: 9395 grad_norm: 7.4255 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5365 loss: 1.5365 2022/08/16 18:27:12 - mmengine - INFO - Epoch(train) [186][3700/3757] lr: 1.0000e-03 eta: 22:48:43 time: 0.3176 data_time: 0.0183 memory: 9395 grad_norm: 7.4109 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7780 loss: 1.7780 2022/08/16 18:27:30 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 18:27:30 - mmengine - INFO - Epoch(train) [186][3757/3757] lr: 1.0000e-03 eta: 22:48:31 time: 0.3176 data_time: 0.0194 memory: 9395 grad_norm: 7.5487 top1_acc: 0.4286 top5_acc: 0.8571 loss_cls: 1.6083 loss: 1.6083 2022/08/16 18:28:03 - mmengine - INFO - Epoch(train) [187][100/3757] lr: 1.0000e-03 eta: 22:47:53 time: 0.3170 data_time: 0.0183 memory: 9395 grad_norm: 7.4949 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1798 loss: 1.1798 2022/08/16 18:28:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 18:28:35 - mmengine - INFO - Epoch(train) [187][200/3757] lr: 1.0000e-03 eta: 22:47:22 time: 0.3165 data_time: 0.0186 memory: 9395 grad_norm: 7.6057 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.5587 loss: 1.5587 2022/08/16 18:29:07 - mmengine - INFO - Epoch(train) [187][300/3757] lr: 1.0000e-03 eta: 22:46:51 time: 0.3160 data_time: 0.0171 memory: 9395 grad_norm: 7.3915 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4629 loss: 1.4629 2022/08/16 18:29:39 - mmengine - INFO - Epoch(train) [187][400/3757] lr: 1.0000e-03 eta: 22:46:20 time: 0.3154 data_time: 0.0187 memory: 9395 grad_norm: 7.2768 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5379 loss: 1.5379 2022/08/16 18:30:11 - mmengine - INFO - Epoch(train) [187][500/3757] lr: 1.0000e-03 eta: 22:45:49 time: 0.3211 data_time: 0.0182 memory: 9395 grad_norm: 7.4180 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5763 loss: 1.5763 2022/08/16 18:30:43 - mmengine - INFO - Epoch(train) [187][600/3757] lr: 1.0000e-03 eta: 22:45:18 time: 0.3165 data_time: 0.0170 memory: 9395 grad_norm: 7.3438 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7181 loss: 1.7181 2022/08/16 18:31:15 - mmengine - INFO - Epoch(train) [187][700/3757] lr: 1.0000e-03 eta: 22:44:47 time: 0.3226 data_time: 0.0186 memory: 9395 grad_norm: 7.5123 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5258 loss: 1.5258 2022/08/16 18:31:46 - mmengine - INFO - Epoch(train) [187][800/3757] lr: 1.0000e-03 eta: 22:44:16 time: 0.3162 data_time: 0.0167 memory: 9395 grad_norm: 7.7176 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4313 loss: 1.4313 2022/08/16 18:32:18 - mmengine - INFO - Epoch(train) [187][900/3757] lr: 1.0000e-03 eta: 22:43:45 time: 0.3150 data_time: 0.0170 memory: 9395 grad_norm: 7.3100 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4860 loss: 1.4860 2022/08/16 18:32:50 - mmengine - INFO - Epoch(train) [187][1000/3757] lr: 1.0000e-03 eta: 22:43:14 time: 0.3172 data_time: 0.0198 memory: 9395 grad_norm: 7.5560 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6057 loss: 1.6057 2022/08/16 18:33:22 - mmengine - INFO - Epoch(train) [187][1100/3757] lr: 1.0000e-03 eta: 22:42:43 time: 0.3166 data_time: 0.0187 memory: 9395 grad_norm: 7.6282 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5714 loss: 1.5714 2022/08/16 18:33:53 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 18:33:54 - mmengine - INFO - Epoch(train) [187][1200/3757] lr: 1.0000e-03 eta: 22:42:12 time: 0.3154 data_time: 0.0175 memory: 9395 grad_norm: 7.9130 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6856 loss: 1.6856 2022/08/16 18:34:26 - mmengine - INFO - Epoch(train) [187][1300/3757] lr: 1.0000e-03 eta: 22:41:41 time: 0.3163 data_time: 0.0189 memory: 9395 grad_norm: 7.4524 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4490 loss: 1.4490 2022/08/16 18:34:57 - mmengine - INFO - Epoch(train) [187][1400/3757] lr: 1.0000e-03 eta: 22:41:10 time: 0.3149 data_time: 0.0182 memory: 9395 grad_norm: 7.4949 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5633 loss: 1.5633 2022/08/16 18:35:29 - mmengine - INFO - Epoch(train) [187][1500/3757] lr: 1.0000e-03 eta: 22:40:39 time: 0.3164 data_time: 0.0171 memory: 9395 grad_norm: 7.9092 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4007 loss: 1.4007 2022/08/16 18:36:01 - mmengine - INFO - Epoch(train) [187][1600/3757] lr: 1.0000e-03 eta: 22:40:08 time: 0.3177 data_time: 0.0184 memory: 9395 grad_norm: 7.4974 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7611 loss: 1.7611 2022/08/16 18:36:33 - mmengine - INFO - Epoch(train) [187][1700/3757] lr: 1.0000e-03 eta: 22:39:37 time: 0.3164 data_time: 0.0178 memory: 9395 grad_norm: 7.1079 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2697 loss: 1.2697 2022/08/16 18:37:05 - mmengine - INFO - Epoch(train) [187][1800/3757] lr: 1.0000e-03 eta: 22:39:06 time: 0.3205 data_time: 0.0195 memory: 9395 grad_norm: 7.4028 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3117 loss: 1.3117 2022/08/16 18:37:37 - mmengine - INFO - Epoch(train) [187][1900/3757] lr: 1.0000e-03 eta: 22:38:35 time: 0.3153 data_time: 0.0176 memory: 9395 grad_norm: 7.7182 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6712 loss: 1.6712 2022/08/16 18:38:08 - mmengine - INFO - Epoch(train) [187][2000/3757] lr: 1.0000e-03 eta: 22:38:04 time: 0.3152 data_time: 0.0172 memory: 9395 grad_norm: 7.6490 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3364 loss: 1.3364 2022/08/16 18:38:40 - mmengine - INFO - Epoch(train) [187][2100/3757] lr: 1.0000e-03 eta: 22:37:33 time: 0.3159 data_time: 0.0178 memory: 9395 grad_norm: 7.6014 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7621 loss: 1.7621 2022/08/16 18:39:11 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 18:39:12 - mmengine - INFO - Epoch(train) [187][2200/3757] lr: 1.0000e-03 eta: 22:37:02 time: 0.3195 data_time: 0.0180 memory: 9395 grad_norm: 7.6084 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6574 loss: 1.6574 2022/08/16 18:39:44 - mmengine - INFO - Epoch(train) [187][2300/3757] lr: 1.0000e-03 eta: 22:36:31 time: 0.3166 data_time: 0.0180 memory: 9395 grad_norm: 7.6253 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6216 loss: 1.6216 2022/08/16 18:40:16 - mmengine - INFO - Epoch(train) [187][2400/3757] lr: 1.0000e-03 eta: 22:36:00 time: 0.3165 data_time: 0.0190 memory: 9395 grad_norm: 7.9290 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6382 loss: 1.6382 2022/08/16 18:40:47 - mmengine - INFO - Epoch(train) [187][2500/3757] lr: 1.0000e-03 eta: 22:35:29 time: 0.3161 data_time: 0.0169 memory: 9395 grad_norm: 7.3385 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4796 loss: 1.4796 2022/08/16 18:41:19 - mmengine - INFO - Epoch(train) [187][2600/3757] lr: 1.0000e-03 eta: 22:34:58 time: 0.3159 data_time: 0.0165 memory: 9395 grad_norm: 7.4902 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3413 loss: 1.3413 2022/08/16 18:41:51 - mmengine - INFO - Epoch(train) [187][2700/3757] lr: 1.0000e-03 eta: 22:34:27 time: 0.3177 data_time: 0.0199 memory: 9395 grad_norm: 7.6165 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5446 loss: 1.5446 2022/08/16 18:42:23 - mmengine - INFO - Epoch(train) [187][2800/3757] lr: 1.0000e-03 eta: 22:33:56 time: 0.3151 data_time: 0.0185 memory: 9395 grad_norm: 7.5556 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4281 loss: 1.4281 2022/08/16 18:42:55 - mmengine - INFO - Epoch(train) [187][2900/3757] lr: 1.0000e-03 eta: 22:33:25 time: 0.3167 data_time: 0.0170 memory: 9395 grad_norm: 7.5755 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2670 loss: 1.2670 2022/08/16 18:43:27 - mmengine - INFO - Epoch(train) [187][3000/3757] lr: 1.0000e-03 eta: 22:32:53 time: 0.3156 data_time: 0.0182 memory: 9395 grad_norm: 7.4883 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7920 loss: 1.7920 2022/08/16 18:43:58 - mmengine - INFO - Epoch(train) [187][3100/3757] lr: 1.0000e-03 eta: 22:32:22 time: 0.3154 data_time: 0.0173 memory: 9395 grad_norm: 7.4649 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4697 loss: 1.4697 2022/08/16 18:44:29 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 18:44:30 - mmengine - INFO - Epoch(train) [187][3200/3757] lr: 1.0000e-03 eta: 22:31:51 time: 0.3157 data_time: 0.0171 memory: 9395 grad_norm: 7.4161 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5078 loss: 1.5078 2022/08/16 18:45:02 - mmengine - INFO - Epoch(train) [187][3300/3757] lr: 1.0000e-03 eta: 22:31:20 time: 0.3170 data_time: 0.0187 memory: 9395 grad_norm: 7.5316 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7604 loss: 1.7604 2022/08/16 18:45:34 - mmengine - INFO - Epoch(train) [187][3400/3757] lr: 1.0000e-03 eta: 22:30:49 time: 0.3163 data_time: 0.0193 memory: 9395 grad_norm: 7.5387 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5721 loss: 1.5721 2022/08/16 18:46:06 - mmengine - INFO - Epoch(train) [187][3500/3757] lr: 1.0000e-03 eta: 22:30:18 time: 0.3189 data_time: 0.0180 memory: 9395 grad_norm: 7.5084 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5513 loss: 1.5513 2022/08/16 18:46:38 - mmengine - INFO - Epoch(train) [187][3600/3757] lr: 1.0000e-03 eta: 22:29:47 time: 0.3166 data_time: 0.0168 memory: 9395 grad_norm: 7.6226 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4773 loss: 1.4773 2022/08/16 18:47:09 - mmengine - INFO - Epoch(train) [187][3700/3757] lr: 1.0000e-03 eta: 22:29:16 time: 0.3149 data_time: 0.0163 memory: 9395 grad_norm: 7.4772 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5501 loss: 1.5501 2022/08/16 18:47:27 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 18:47:27 - mmengine - INFO - Epoch(train) [187][3757/3757] lr: 1.0000e-03 eta: 22:29:04 time: 0.3100 data_time: 0.0183 memory: 9395 grad_norm: 7.4236 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 1.4971 loss: 1.4971 2022/08/16 18:48:01 - mmengine - INFO - Epoch(train) [188][100/3757] lr: 1.0000e-03 eta: 22:28:26 time: 0.3190 data_time: 0.0173 memory: 9395 grad_norm: 7.6746 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6170 loss: 1.6170 2022/08/16 18:48:33 - mmengine - INFO - Epoch(train) [188][200/3757] lr: 1.0000e-03 eta: 22:27:55 time: 0.3157 data_time: 0.0175 memory: 9395 grad_norm: 7.6438 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2984 loss: 1.2984 2022/08/16 18:49:05 - mmengine - INFO - Epoch(train) [188][300/3757] lr: 1.0000e-03 eta: 22:27:24 time: 0.3186 data_time: 0.0189 memory: 9395 grad_norm: 7.4676 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7088 loss: 1.7088 2022/08/16 18:49:36 - mmengine - INFO - Epoch(train) [188][400/3757] lr: 1.0000e-03 eta: 22:26:53 time: 0.3176 data_time: 0.0172 memory: 9395 grad_norm: 7.9169 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5317 loss: 1.5317 2022/08/16 18:49:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 18:50:08 - mmengine - INFO - Epoch(train) [188][500/3757] lr: 1.0000e-03 eta: 22:26:22 time: 0.3145 data_time: 0.0175 memory: 9395 grad_norm: 7.4485 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6370 loss: 1.6370 2022/08/16 18:50:40 - mmengine - INFO - Epoch(train) [188][600/3757] lr: 1.0000e-03 eta: 22:25:51 time: 0.3155 data_time: 0.0173 memory: 9395 grad_norm: 7.7499 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4222 loss: 1.4222 2022/08/16 18:51:12 - mmengine - INFO - Epoch(train) [188][700/3757] lr: 1.0000e-03 eta: 22:25:20 time: 0.3153 data_time: 0.0165 memory: 9395 grad_norm: 7.4274 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3872 loss: 1.3872 2022/08/16 18:51:44 - mmengine - INFO - Epoch(train) [188][800/3757] lr: 1.0000e-03 eta: 22:24:49 time: 0.3201 data_time: 0.0181 memory: 9395 grad_norm: 7.7471 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3821 loss: 1.3821 2022/08/16 18:52:16 - mmengine - INFO - Epoch(train) [188][900/3757] lr: 1.0000e-03 eta: 22:24:18 time: 0.3169 data_time: 0.0172 memory: 9395 grad_norm: 7.7735 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7148 loss: 1.7148 2022/08/16 18:52:47 - mmengine - INFO - Epoch(train) [188][1000/3757] lr: 1.0000e-03 eta: 22:23:47 time: 0.3196 data_time: 0.0183 memory: 9395 grad_norm: 7.9168 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4384 loss: 1.4384 2022/08/16 18:53:19 - mmengine - INFO - Epoch(train) [188][1100/3757] lr: 1.0000e-03 eta: 22:23:16 time: 0.3138 data_time: 0.0170 memory: 9395 grad_norm: 7.3117 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4693 loss: 1.4693 2022/08/16 18:53:51 - mmengine - INFO - Epoch(train) [188][1200/3757] lr: 1.0000e-03 eta: 22:22:45 time: 0.3162 data_time: 0.0180 memory: 9395 grad_norm: 7.5694 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5767 loss: 1.5767 2022/08/16 18:54:23 - mmengine - INFO - Epoch(train) [188][1300/3757] lr: 1.0000e-03 eta: 22:22:14 time: 0.3165 data_time: 0.0188 memory: 9395 grad_norm: 7.8039 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5605 loss: 1.5605 2022/08/16 18:54:55 - mmengine - INFO - Epoch(train) [188][1400/3757] lr: 1.0000e-03 eta: 22:21:43 time: 0.3159 data_time: 0.0193 memory: 9395 grad_norm: 7.7396 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5613 loss: 1.5613 2022/08/16 18:55:08 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 18:55:27 - mmengine - INFO - Epoch(train) [188][1500/3757] lr: 1.0000e-03 eta: 22:21:12 time: 0.3221 data_time: 0.0188 memory: 9395 grad_norm: 7.5221 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4913 loss: 1.4913 2022/08/16 18:55:59 - mmengine - INFO - Epoch(train) [188][1600/3757] lr: 1.0000e-03 eta: 22:20:41 time: 0.3168 data_time: 0.0176 memory: 9395 grad_norm: 7.9289 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2610 loss: 1.2610 2022/08/16 18:56:31 - mmengine - INFO - Epoch(train) [188][1700/3757] lr: 1.0000e-03 eta: 22:20:10 time: 0.3152 data_time: 0.0169 memory: 9395 grad_norm: 7.4941 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6063 loss: 1.6063 2022/08/16 18:57:03 - mmengine - INFO - Epoch(train) [188][1800/3757] lr: 1.0000e-03 eta: 22:19:39 time: 0.3191 data_time: 0.0200 memory: 9395 grad_norm: 7.3829 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.1849 loss: 1.1849 2022/08/16 18:57:34 - mmengine - INFO - Epoch(train) [188][1900/3757] lr: 1.0000e-03 eta: 22:19:08 time: 0.3179 data_time: 0.0180 memory: 9395 grad_norm: 7.7060 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2970 loss: 1.2970 2022/08/16 18:58:06 - mmengine - INFO - Epoch(train) [188][2000/3757] lr: 1.0000e-03 eta: 22:18:37 time: 0.3174 data_time: 0.0185 memory: 9395 grad_norm: 7.8580 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5942 loss: 1.5942 2022/08/16 18:58:38 - mmengine - INFO - Epoch(train) [188][2100/3757] lr: 1.0000e-03 eta: 22:18:06 time: 0.3147 data_time: 0.0181 memory: 9395 grad_norm: 8.1761 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4613 loss: 1.4613 2022/08/16 18:59:10 - mmengine - INFO - Epoch(train) [188][2200/3757] lr: 1.0000e-03 eta: 22:17:35 time: 0.3145 data_time: 0.0170 memory: 9395 grad_norm: 7.6886 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6079 loss: 1.6079 2022/08/16 18:59:42 - mmengine - INFO - Epoch(train) [188][2300/3757] lr: 1.0000e-03 eta: 22:17:04 time: 0.3229 data_time: 0.0188 memory: 9395 grad_norm: 7.4278 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4784 loss: 1.4784 2022/08/16 19:00:14 - mmengine - INFO - Epoch(train) [188][2400/3757] lr: 1.0000e-03 eta: 22:16:33 time: 0.3220 data_time: 0.0191 memory: 9395 grad_norm: 7.6076 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4049 loss: 1.4049 2022/08/16 19:00:27 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 19:00:46 - mmengine - INFO - Epoch(train) [188][2500/3757] lr: 1.0000e-03 eta: 22:16:02 time: 0.3158 data_time: 0.0176 memory: 9395 grad_norm: 7.5456 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2504 loss: 1.2504 2022/08/16 19:01:17 - mmengine - INFO - Epoch(train) [188][2600/3757] lr: 1.0000e-03 eta: 22:15:31 time: 0.3186 data_time: 0.0182 memory: 9395 grad_norm: 7.5731 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3799 loss: 1.3799 2022/08/16 19:01:49 - mmengine - INFO - Epoch(train) [188][2700/3757] lr: 1.0000e-03 eta: 22:14:59 time: 0.3151 data_time: 0.0168 memory: 9395 grad_norm: 7.6930 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4978 loss: 1.4978 2022/08/16 19:02:21 - mmengine - INFO - Epoch(train) [188][2800/3757] lr: 1.0000e-03 eta: 22:14:28 time: 0.3155 data_time: 0.0173 memory: 9395 grad_norm: 7.6151 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3242 loss: 1.3242 2022/08/16 19:02:53 - mmengine - INFO - Epoch(train) [188][2900/3757] lr: 1.0000e-03 eta: 22:13:57 time: 0.3176 data_time: 0.0189 memory: 9395 grad_norm: 7.4389 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3748 loss: 1.3748 2022/08/16 19:03:25 - mmengine - INFO - Epoch(train) [188][3000/3757] lr: 1.0000e-03 eta: 22:13:26 time: 0.3146 data_time: 0.0170 memory: 9395 grad_norm: 7.8022 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4310 loss: 1.4310 2022/08/16 19:03:57 - mmengine - INFO - Epoch(train) [188][3100/3757] lr: 1.0000e-03 eta: 22:12:55 time: 0.3172 data_time: 0.0191 memory: 9395 grad_norm: 7.2339 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2791 loss: 1.2791 2022/08/16 19:04:29 - mmengine - INFO - Epoch(train) [188][3200/3757] lr: 1.0000e-03 eta: 22:12:24 time: 0.3150 data_time: 0.0177 memory: 9395 grad_norm: 7.5308 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3705 loss: 1.3705 2022/08/16 19:05:00 - mmengine - INFO - Epoch(train) [188][3300/3757] lr: 1.0000e-03 eta: 22:11:53 time: 0.3152 data_time: 0.0178 memory: 9395 grad_norm: 7.5471 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3321 loss: 1.3321 2022/08/16 19:05:32 - mmengine - INFO - Epoch(train) [188][3400/3757] lr: 1.0000e-03 eta: 22:11:22 time: 0.3160 data_time: 0.0169 memory: 9395 grad_norm: 7.7614 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5713 loss: 1.5713 2022/08/16 19:05:45 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 19:06:04 - mmengine - INFO - Epoch(train) [188][3500/3757] lr: 1.0000e-03 eta: 22:10:51 time: 0.3164 data_time: 0.0180 memory: 9395 grad_norm: 7.7905 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3380 loss: 1.3380 2022/08/16 19:06:36 - mmengine - INFO - Epoch(train) [188][3600/3757] lr: 1.0000e-03 eta: 22:10:20 time: 0.3156 data_time: 0.0182 memory: 9395 grad_norm: 7.7550 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6599 loss: 1.6599 2022/08/16 19:07:08 - mmengine - INFO - Epoch(train) [188][3700/3757] lr: 1.0000e-03 eta: 22:09:49 time: 0.3176 data_time: 0.0185 memory: 9395 grad_norm: 7.9310 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2302 loss: 1.2302 2022/08/16 19:07:26 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 19:07:26 - mmengine - INFO - Epoch(train) [188][3757/3757] lr: 1.0000e-03 eta: 22:09:37 time: 0.3129 data_time: 0.0181 memory: 9395 grad_norm: 7.5589 top1_acc: 0.5714 top5_acc: 0.7143 loss_cls: 1.4491 loss: 1.4491 2022/08/16 19:07:26 - mmengine - INFO - Saving checkpoint at 188 epochs 2022/08/16 19:08:02 - mmengine - INFO - Epoch(train) [189][100/3757] lr: 1.0000e-03 eta: 22:08:59 time: 0.3171 data_time: 0.0165 memory: 9395 grad_norm: 7.3310 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2779 loss: 1.2779 2022/08/16 19:08:34 - mmengine - INFO - Epoch(train) [189][200/3757] lr: 1.0000e-03 eta: 22:08:28 time: 0.3146 data_time: 0.0170 memory: 9395 grad_norm: 7.7500 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3020 loss: 1.3020 2022/08/16 19:09:06 - mmengine - INFO - Epoch(train) [189][300/3757] lr: 1.0000e-03 eta: 22:07:57 time: 0.3156 data_time: 0.0182 memory: 9395 grad_norm: 7.6472 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7139 loss: 1.7139 2022/08/16 19:09:37 - mmengine - INFO - Epoch(train) [189][400/3757] lr: 1.0000e-03 eta: 22:07:26 time: 0.3156 data_time: 0.0186 memory: 9395 grad_norm: 7.3899 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.1557 loss: 1.1557 2022/08/16 19:10:09 - mmengine - INFO - Epoch(train) [189][500/3757] lr: 1.0000e-03 eta: 22:06:55 time: 0.3161 data_time: 0.0171 memory: 9395 grad_norm: 7.6782 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4036 loss: 1.4036 2022/08/16 19:10:41 - mmengine - INFO - Epoch(train) [189][600/3757] lr: 1.0000e-03 eta: 22:06:24 time: 0.3154 data_time: 0.0170 memory: 9395 grad_norm: 7.5792 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.2670 loss: 1.2670 2022/08/16 19:11:08 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 19:11:13 - mmengine - INFO - Epoch(train) [189][700/3757] lr: 1.0000e-03 eta: 22:05:53 time: 0.3157 data_time: 0.0180 memory: 9395 grad_norm: 7.5785 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.4969 loss: 1.4969 2022/08/16 19:11:45 - mmengine - INFO - Epoch(train) [189][800/3757] lr: 1.0000e-03 eta: 22:05:22 time: 0.3213 data_time: 0.0176 memory: 9395 grad_norm: 7.7172 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5565 loss: 1.5565 2022/08/16 19:12:16 - mmengine - INFO - Epoch(train) [189][900/3757] lr: 1.0000e-03 eta: 22:04:50 time: 0.3166 data_time: 0.0181 memory: 9395 grad_norm: 7.8209 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4683 loss: 1.4683 2022/08/16 19:12:48 - mmengine - INFO - Epoch(train) [189][1000/3757] lr: 1.0000e-03 eta: 22:04:19 time: 0.3157 data_time: 0.0177 memory: 9395 grad_norm: 7.4608 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6672 loss: 1.6672 2022/08/16 19:13:20 - mmengine - INFO - Epoch(train) [189][1100/3757] lr: 1.0000e-03 eta: 22:03:48 time: 0.3162 data_time: 0.0167 memory: 9395 grad_norm: 7.7580 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5543 loss: 1.5543 2022/08/16 19:13:52 - mmengine - INFO - Epoch(train) [189][1200/3757] lr: 1.0000e-03 eta: 22:03:17 time: 0.3161 data_time: 0.0176 memory: 9395 grad_norm: 7.8726 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4995 loss: 1.4995 2022/08/16 19:14:24 - mmengine - INFO - Epoch(train) [189][1300/3757] lr: 1.0000e-03 eta: 22:02:46 time: 0.3169 data_time: 0.0174 memory: 9395 grad_norm: 7.6720 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4964 loss: 1.4964 2022/08/16 19:14:56 - mmengine - INFO - Epoch(train) [189][1400/3757] lr: 1.0000e-03 eta: 22:02:15 time: 0.3151 data_time: 0.0175 memory: 9395 grad_norm: 7.6571 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5040 loss: 1.5040 2022/08/16 19:15:28 - mmengine - INFO - Epoch(train) [189][1500/3757] lr: 1.0000e-03 eta: 22:01:44 time: 0.3216 data_time: 0.0185 memory: 9395 grad_norm: 7.5338 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4088 loss: 1.4088 2022/08/16 19:15:59 - mmengine - INFO - Epoch(train) [189][1600/3757] lr: 1.0000e-03 eta: 22:01:13 time: 0.3156 data_time: 0.0187 memory: 9395 grad_norm: 7.6729 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5997 loss: 1.5997 2022/08/16 19:16:26 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 19:16:31 - mmengine - INFO - Epoch(train) [189][1700/3757] lr: 1.0000e-03 eta: 22:00:42 time: 0.3163 data_time: 0.0175 memory: 9395 grad_norm: 7.6925 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6414 loss: 1.6414 2022/08/16 19:17:03 - mmengine - INFO - Epoch(train) [189][1800/3757] lr: 1.0000e-03 eta: 22:00:11 time: 0.3152 data_time: 0.0178 memory: 9395 grad_norm: 7.6737 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4140 loss: 1.4140 2022/08/16 19:17:35 - mmengine - INFO - Epoch(train) [189][1900/3757] lr: 1.0000e-03 eta: 21:59:40 time: 0.3166 data_time: 0.0178 memory: 9395 grad_norm: 7.9319 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.5906 loss: 1.5906 2022/08/16 19:18:07 - mmengine - INFO - Epoch(train) [189][2000/3757] lr: 1.0000e-03 eta: 21:59:09 time: 0.3159 data_time: 0.0183 memory: 9395 grad_norm: 7.5098 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4217 loss: 1.4217 2022/08/16 19:18:38 - mmengine - INFO - Epoch(train) [189][2100/3757] lr: 1.0000e-03 eta: 21:58:38 time: 0.3207 data_time: 0.0192 memory: 9395 grad_norm: 7.7603 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3299 loss: 1.3299 2022/08/16 19:19:10 - mmengine - INFO - Epoch(train) [189][2200/3757] lr: 1.0000e-03 eta: 21:58:07 time: 0.3156 data_time: 0.0166 memory: 9395 grad_norm: 7.5622 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3921 loss: 1.3921 2022/08/16 19:19:42 - mmengine - INFO - Epoch(train) [189][2300/3757] lr: 1.0000e-03 eta: 21:57:36 time: 0.3179 data_time: 0.0172 memory: 9395 grad_norm: 7.6030 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5121 loss: 1.5121 2022/08/16 19:20:14 - mmengine - INFO - Epoch(train) [189][2400/3757] lr: 1.0000e-03 eta: 21:57:05 time: 0.3195 data_time: 0.0188 memory: 9395 grad_norm: 7.8090 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5545 loss: 1.5545 2022/08/16 19:20:46 - mmengine - INFO - Epoch(train) [189][2500/3757] lr: 1.0000e-03 eta: 21:56:34 time: 0.3158 data_time: 0.0182 memory: 9395 grad_norm: 7.5310 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2193 loss: 1.2193 2022/08/16 19:21:17 - mmengine - INFO - Epoch(train) [189][2600/3757] lr: 1.0000e-03 eta: 21:56:03 time: 0.3189 data_time: 0.0182 memory: 9395 grad_norm: 8.0359 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6071 loss: 1.6071 2022/08/16 19:21:44 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 19:21:49 - mmengine - INFO - Epoch(train) [189][2700/3757] lr: 1.0000e-03 eta: 21:55:32 time: 0.3158 data_time: 0.0177 memory: 9395 grad_norm: 7.5964 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6598 loss: 1.6598 2022/08/16 19:22:21 - mmengine - INFO - Epoch(train) [189][2800/3757] lr: 1.0000e-03 eta: 21:55:01 time: 0.3149 data_time: 0.0181 memory: 9395 grad_norm: 7.2589 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5062 loss: 1.5062 2022/08/16 19:22:53 - mmengine - INFO - Epoch(train) [189][2900/3757] lr: 1.0000e-03 eta: 21:54:30 time: 0.3176 data_time: 0.0170 memory: 9395 grad_norm: 7.7778 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5685 loss: 1.5685 2022/08/16 19:23:25 - mmengine - INFO - Epoch(train) [189][3000/3757] lr: 1.0000e-03 eta: 21:53:59 time: 0.3185 data_time: 0.0181 memory: 9395 grad_norm: 7.5378 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5752 loss: 1.5752 2022/08/16 19:23:57 - mmengine - INFO - Epoch(train) [189][3100/3757] lr: 1.0000e-03 eta: 21:53:28 time: 0.3176 data_time: 0.0178 memory: 9395 grad_norm: 7.6510 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3428 loss: 1.3428 2022/08/16 19:24:29 - mmengine - INFO - Epoch(train) [189][3200/3757] lr: 1.0000e-03 eta: 21:52:57 time: 0.3191 data_time: 0.0204 memory: 9395 grad_norm: 7.8223 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.5807 loss: 1.5807 2022/08/16 19:25:40 - mmengine - INFO - Epoch(train) [189][3300/3757] lr: 1.0000e-03 eta: 21:52:39 time: 0.3259 data_time: 0.0177 memory: 9395 grad_norm: 7.7537 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4016 loss: 1.4016 2022/08/16 19:26:11 - mmengine - INFO - Epoch(train) [189][3400/3757] lr: 1.0000e-03 eta: 21:52:08 time: 0.3162 data_time: 0.0182 memory: 9395 grad_norm: 7.7685 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3994 loss: 1.3994 2022/08/16 19:26:43 - mmengine - INFO - Epoch(train) [189][3500/3757] lr: 1.0000e-03 eta: 21:51:37 time: 0.3172 data_time: 0.0172 memory: 9395 grad_norm: 7.8950 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6044 loss: 1.6044 2022/08/16 19:27:15 - mmengine - INFO - Epoch(train) [189][3600/3757] lr: 1.0000e-03 eta: 21:51:06 time: 0.3173 data_time: 0.0180 memory: 9395 grad_norm: 7.8115 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6750 loss: 1.6750 2022/08/16 19:27:42 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 19:27:47 - mmengine - INFO - Epoch(train) [189][3700/3757] lr: 1.0000e-03 eta: 21:50:35 time: 0.3161 data_time: 0.0187 memory: 9395 grad_norm: 7.8377 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5987 loss: 1.5987 2022/08/16 19:28:05 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 19:28:05 - mmengine - INFO - Epoch(train) [189][3757/3757] lr: 1.0000e-03 eta: 21:50:23 time: 0.3101 data_time: 0.0177 memory: 9395 grad_norm: 7.8941 top1_acc: 0.8571 top5_acc: 0.8571 loss_cls: 1.3448 loss: 1.3448 2022/08/16 19:28:39 - mmengine - INFO - Epoch(train) [190][100/3757] lr: 1.0000e-03 eta: 21:49:45 time: 0.3149 data_time: 0.0184 memory: 9395 grad_norm: 7.8417 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3316 loss: 1.3316 2022/08/16 19:29:11 - mmengine - INFO - Epoch(train) [190][200/3757] lr: 1.0000e-03 eta: 21:49:14 time: 0.3137 data_time: 0.0178 memory: 9395 grad_norm: 7.8955 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5371 loss: 1.5371 2022/08/16 19:29:43 - mmengine - INFO - Epoch(train) [190][300/3757] lr: 1.0000e-03 eta: 21:48:43 time: 0.3160 data_time: 0.0174 memory: 9395 grad_norm: 7.7404 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4113 loss: 1.4113 2022/08/16 19:30:15 - mmengine - INFO - Epoch(train) [190][400/3757] lr: 1.0000e-03 eta: 21:48:12 time: 0.3165 data_time: 0.0180 memory: 9395 grad_norm: 7.9710 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6120 loss: 1.6120 2022/08/16 19:30:47 - mmengine - INFO - Epoch(train) [190][500/3757] lr: 1.0000e-03 eta: 21:47:41 time: 0.3193 data_time: 0.0180 memory: 9395 grad_norm: 7.7900 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6585 loss: 1.6585 2022/08/16 19:31:19 - mmengine - INFO - Epoch(train) [190][600/3757] lr: 1.0000e-03 eta: 21:47:10 time: 0.3160 data_time: 0.0181 memory: 9395 grad_norm: 7.5073 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4519 loss: 1.4519 2022/08/16 19:31:51 - mmengine - INFO - Epoch(train) [190][700/3757] lr: 1.0000e-03 eta: 21:46:39 time: 0.3188 data_time: 0.0181 memory: 9395 grad_norm: 7.2366 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4798 loss: 1.4798 2022/08/16 19:32:22 - mmengine - INFO - Epoch(train) [190][800/3757] lr: 1.0000e-03 eta: 21:46:08 time: 0.3147 data_time: 0.0181 memory: 9395 grad_norm: 7.6305 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4908 loss: 1.4908 2022/08/16 19:32:54 - mmengine - INFO - Epoch(train) [190][900/3757] lr: 1.0000e-03 eta: 21:45:37 time: 0.3151 data_time: 0.0176 memory: 9395 grad_norm: 7.6200 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5413 loss: 1.5413 2022/08/16 19:33:03 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 19:33:26 - mmengine - INFO - Epoch(train) [190][1000/3757] lr: 1.0000e-03 eta: 21:45:06 time: 0.3173 data_time: 0.0185 memory: 9395 grad_norm: 7.8638 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5678 loss: 1.5678 2022/08/16 19:33:58 - mmengine - INFO - Epoch(train) [190][1100/3757] lr: 1.0000e-03 eta: 21:44:35 time: 0.3160 data_time: 0.0178 memory: 9395 grad_norm: 7.6303 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5770 loss: 1.5770 2022/08/16 19:34:30 - mmengine - INFO - Epoch(train) [190][1200/3757] lr: 1.0000e-03 eta: 21:44:04 time: 0.3190 data_time: 0.0199 memory: 9395 grad_norm: 7.5435 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3347 loss: 1.3347 2022/08/16 19:35:02 - mmengine - INFO - Epoch(train) [190][1300/3757] lr: 1.0000e-03 eta: 21:43:33 time: 0.3159 data_time: 0.0181 memory: 9395 grad_norm: 7.4320 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4348 loss: 1.4348 2022/08/16 19:35:34 - mmengine - INFO - Epoch(train) [190][1400/3757] lr: 1.0000e-03 eta: 21:43:02 time: 0.3148 data_time: 0.0186 memory: 9395 grad_norm: 7.7554 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5120 loss: 1.5120 2022/08/16 19:36:05 - mmengine - INFO - Epoch(train) [190][1500/3757] lr: 1.0000e-03 eta: 21:42:31 time: 0.3166 data_time: 0.0193 memory: 9395 grad_norm: 7.7955 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5874 loss: 1.5874 2022/08/16 19:36:37 - mmengine - INFO - Epoch(train) [190][1600/3757] lr: 1.0000e-03 eta: 21:42:00 time: 0.3192 data_time: 0.0179 memory: 9395 grad_norm: 7.4296 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3015 loss: 1.3015 2022/08/16 19:37:09 - mmengine - INFO - Epoch(train) [190][1700/3757] lr: 1.0000e-03 eta: 21:41:29 time: 0.3155 data_time: 0.0182 memory: 9395 grad_norm: 7.7543 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4739 loss: 1.4739 2022/08/16 19:37:41 - mmengine - INFO - Epoch(train) [190][1800/3757] lr: 1.0000e-03 eta: 21:40:58 time: 0.3271 data_time: 0.0166 memory: 9395 grad_norm: 7.7038 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5794 loss: 1.5794 2022/08/16 19:38:13 - mmengine - INFO - Epoch(train) [190][1900/3757] lr: 1.0000e-03 eta: 21:40:27 time: 0.3154 data_time: 0.0173 memory: 9395 grad_norm: 7.9181 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6141 loss: 1.6141 2022/08/16 19:38:22 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 19:38:45 - mmengine - INFO - Epoch(train) [190][2000/3757] lr: 1.0000e-03 eta: 21:39:56 time: 0.3161 data_time: 0.0166 memory: 9395 grad_norm: 8.2121 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.5248 loss: 1.5248 2022/08/16 19:39:17 - mmengine - INFO - Epoch(train) [190][2100/3757] lr: 1.0000e-03 eta: 21:39:24 time: 0.3188 data_time: 0.0186 memory: 9395 grad_norm: 7.7777 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4109 loss: 1.4109 2022/08/16 19:39:48 - mmengine - INFO - Epoch(train) [190][2200/3757] lr: 1.0000e-03 eta: 21:38:53 time: 0.3171 data_time: 0.0173 memory: 9395 grad_norm: 7.5782 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3941 loss: 1.3941 2022/08/16 19:40:20 - mmengine - INFO - Epoch(train) [190][2300/3757] lr: 1.0000e-03 eta: 21:38:22 time: 0.3191 data_time: 0.0182 memory: 9395 grad_norm: 7.6767 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4177 loss: 1.4177 2022/08/16 19:40:52 - mmengine - INFO - Epoch(train) [190][2400/3757] lr: 1.0000e-03 eta: 21:37:51 time: 0.3154 data_time: 0.0172 memory: 9395 grad_norm: 7.6325 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3271 loss: 1.3271 2022/08/16 19:41:24 - mmengine - INFO - Epoch(train) [190][2500/3757] lr: 1.0000e-03 eta: 21:37:20 time: 0.3143 data_time: 0.0172 memory: 9395 grad_norm: 7.3873 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3935 loss: 1.3935 2022/08/16 19:41:56 - mmengine - INFO - Epoch(train) [190][2600/3757] lr: 1.0000e-03 eta: 21:36:49 time: 0.3210 data_time: 0.0182 memory: 9395 grad_norm: 7.9136 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4545 loss: 1.4545 2022/08/16 19:42:28 - mmengine - INFO - Epoch(train) [190][2700/3757] lr: 1.0000e-03 eta: 21:36:18 time: 0.3170 data_time: 0.0168 memory: 9395 grad_norm: 8.0948 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5077 loss: 1.5077 2022/08/16 19:43:00 - mmengine - INFO - Epoch(train) [190][2800/3757] lr: 1.0000e-03 eta: 21:35:47 time: 0.3201 data_time: 0.0189 memory: 9395 grad_norm: 7.6564 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4692 loss: 1.4692 2022/08/16 19:43:32 - mmengine - INFO - Epoch(train) [190][2900/3757] lr: 1.0000e-03 eta: 21:35:16 time: 0.3157 data_time: 0.0174 memory: 9395 grad_norm: 7.6707 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3804 loss: 1.3804 2022/08/16 19:43:41 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 19:44:04 - mmengine - INFO - Epoch(train) [190][3000/3757] lr: 1.0000e-03 eta: 21:34:45 time: 0.3165 data_time: 0.0168 memory: 9395 grad_norm: 7.8871 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3942 loss: 1.3942 2022/08/16 19:44:36 - mmengine - INFO - Epoch(train) [190][3100/3757] lr: 1.0000e-03 eta: 21:34:14 time: 0.3167 data_time: 0.0186 memory: 9395 grad_norm: 8.0572 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8573 loss: 1.8573 2022/08/16 19:45:08 - mmengine - INFO - Epoch(train) [190][3200/3757] lr: 1.0000e-03 eta: 21:33:43 time: 0.3150 data_time: 0.0171 memory: 9395 grad_norm: 7.8329 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5870 loss: 1.5870 2022/08/16 19:45:39 - mmengine - INFO - Epoch(train) [190][3300/3757] lr: 1.0000e-03 eta: 21:33:12 time: 0.3198 data_time: 0.0188 memory: 9395 grad_norm: 7.7167 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7405 loss: 1.7405 2022/08/16 19:46:11 - mmengine - INFO - Epoch(train) [190][3400/3757] lr: 1.0000e-03 eta: 21:32:41 time: 0.3181 data_time: 0.0210 memory: 9395 grad_norm: 8.0000 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5785 loss: 1.5785 2022/08/16 19:46:43 - mmengine - INFO - Epoch(train) [190][3500/3757] lr: 1.0000e-03 eta: 21:32:10 time: 0.3174 data_time: 0.0169 memory: 9395 grad_norm: 7.7554 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6804 loss: 1.6804 2022/08/16 19:47:15 - mmengine - INFO - Epoch(train) [190][3600/3757] lr: 1.0000e-03 eta: 21:31:39 time: 0.3158 data_time: 0.0170 memory: 9395 grad_norm: 7.7258 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3171 loss: 1.3171 2022/08/16 19:47:47 - mmengine - INFO - Epoch(train) [190][3700/3757] lr: 1.0000e-03 eta: 21:31:08 time: 0.3179 data_time: 0.0188 memory: 9395 grad_norm: 7.8241 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5821 loss: 1.5821 2022/08/16 19:48:05 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 19:48:05 - mmengine - INFO - Epoch(train) [190][3757/3757] lr: 1.0000e-03 eta: 21:30:55 time: 0.3089 data_time: 0.0167 memory: 9395 grad_norm: 7.5471 top1_acc: 0.7143 top5_acc: 0.7143 loss_cls: 1.4527 loss: 1.4527 2022/08/16 19:48:23 - mmengine - INFO - Epoch(val) [190][100/310] eta: 0:00:34 time: 0.1664 data_time: 0.0676 memory: 1523 2022/08/16 19:48:40 - mmengine - INFO - Epoch(val) [190][200/310] eta: 0:00:17 time: 0.1631 data_time: 0.0645 memory: 1523 2022/08/16 19:48:57 - mmengine - INFO - Epoch(val) [190][300/310] eta: 0:00:01 time: 0.1675 data_time: 0.0684 memory: 1523 2022/08/16 19:49:01 - mmengine - INFO - Epoch(val) [190][310/310] acc/top1: 0.6789 acc/top5: 0.8783 acc/mean1: 0.6788 2022/08/16 19:49:01 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr/best_acc/top1_epoch_181.pth is removed 2022/08/16 19:49:03 - mmengine - INFO - The best checkpoint with 0.6789 acc/top1 at 191 epoch is saved to best_acc/top1_epoch_191.pth. 2022/08/16 19:49:36 - mmengine - INFO - Epoch(train) [191][100/3757] lr: 1.0000e-03 eta: 21:30:18 time: 0.3151 data_time: 0.0173 memory: 9395 grad_norm: 7.4705 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4746 loss: 1.4746 2022/08/16 19:49:58 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 19:50:08 - mmengine - INFO - Epoch(train) [191][200/3757] lr: 1.0000e-03 eta: 21:29:47 time: 0.3149 data_time: 0.0169 memory: 9395 grad_norm: 7.4465 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2622 loss: 1.2622 2022/08/16 19:50:40 - mmengine - INFO - Epoch(train) [191][300/3757] lr: 1.0000e-03 eta: 21:29:16 time: 0.3187 data_time: 0.0183 memory: 9395 grad_norm: 7.6189 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.2503 loss: 1.2503 2022/08/16 19:51:11 - mmengine - INFO - Epoch(train) [191][400/3757] lr: 1.0000e-03 eta: 21:28:45 time: 0.3146 data_time: 0.0175 memory: 9395 grad_norm: 7.6159 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6479 loss: 1.6479 2022/08/16 19:51:43 - mmengine - INFO - Epoch(train) [191][500/3757] lr: 1.0000e-03 eta: 21:28:14 time: 0.3178 data_time: 0.0176 memory: 9395 grad_norm: 7.6849 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2516 loss: 1.2516 2022/08/16 19:52:15 - mmengine - INFO - Epoch(train) [191][600/3757] lr: 1.0000e-03 eta: 21:27:43 time: 0.3170 data_time: 0.0176 memory: 9395 grad_norm: 7.3837 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2969 loss: 1.2969 2022/08/16 19:52:47 - mmengine - INFO - Epoch(train) [191][700/3757] lr: 1.0000e-03 eta: 21:27:11 time: 0.3149 data_time: 0.0171 memory: 9395 grad_norm: 8.0526 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6422 loss: 1.6422 2022/08/16 19:53:19 - mmengine - INFO - Epoch(train) [191][800/3757] lr: 1.0000e-03 eta: 21:26:40 time: 0.3300 data_time: 0.0194 memory: 9395 grad_norm: 7.7706 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6266 loss: 1.6266 2022/08/16 19:53:51 - mmengine - INFO - Epoch(train) [191][900/3757] lr: 1.0000e-03 eta: 21:26:09 time: 0.3162 data_time: 0.0176 memory: 9395 grad_norm: 7.5910 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3198 loss: 1.3198 2022/08/16 19:54:23 - mmengine - INFO - Epoch(train) [191][1000/3757] lr: 1.0000e-03 eta: 21:25:38 time: 0.3150 data_time: 0.0174 memory: 9395 grad_norm: 7.6747 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2816 loss: 1.2816 2022/08/16 19:54:55 - mmengine - INFO - Epoch(train) [191][1100/3757] lr: 1.0000e-03 eta: 21:25:07 time: 0.3159 data_time: 0.0174 memory: 9395 grad_norm: 7.8919 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6290 loss: 1.6290 2022/08/16 19:55:17 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 19:55:27 - mmengine - INFO - Epoch(train) [191][1200/3757] lr: 1.0000e-03 eta: 21:24:36 time: 0.3176 data_time: 0.0177 memory: 9395 grad_norm: 7.8316 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3094 loss: 1.3094 2022/08/16 19:55:59 - mmengine - INFO - Epoch(train) [191][1300/3757] lr: 1.0000e-03 eta: 21:24:05 time: 0.3158 data_time: 0.0183 memory: 9395 grad_norm: 7.9176 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5776 loss: 1.5776 2022/08/16 19:56:31 - mmengine - INFO - Epoch(train) [191][1400/3757] lr: 1.0000e-03 eta: 21:23:34 time: 0.3163 data_time: 0.0204 memory: 9395 grad_norm: 7.8240 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3250 loss: 1.3250 2022/08/16 19:57:03 - mmengine - INFO - Epoch(train) [191][1500/3757] lr: 1.0000e-03 eta: 21:23:03 time: 0.3174 data_time: 0.0174 memory: 9395 grad_norm: 7.7645 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6065 loss: 1.6065 2022/08/16 19:57:35 - mmengine - INFO - Epoch(train) [191][1600/3757] lr: 1.0000e-03 eta: 21:22:32 time: 0.3155 data_time: 0.0173 memory: 9395 grad_norm: 7.8117 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3765 loss: 1.3765 2022/08/16 19:58:06 - mmengine - INFO - Epoch(train) [191][1700/3757] lr: 1.0000e-03 eta: 21:22:01 time: 0.3172 data_time: 0.0171 memory: 9395 grad_norm: 7.8720 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6276 loss: 1.6276 2022/08/16 19:58:38 - mmengine - INFO - Epoch(train) [191][1800/3757] lr: 1.0000e-03 eta: 21:21:30 time: 0.3167 data_time: 0.0171 memory: 9395 grad_norm: 7.9253 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4061 loss: 1.4061 2022/08/16 19:59:10 - mmengine - INFO - Epoch(train) [191][1900/3757] lr: 1.0000e-03 eta: 21:20:59 time: 0.3207 data_time: 0.0204 memory: 9395 grad_norm: 7.6421 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7419 loss: 1.7419 2022/08/16 19:59:42 - mmengine - INFO - Epoch(train) [191][2000/3757] lr: 1.0000e-03 eta: 21:20:28 time: 0.3141 data_time: 0.0169 memory: 9395 grad_norm: 7.9685 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.4953 loss: 1.4953 2022/08/16 20:00:14 - mmengine - INFO - Epoch(train) [191][2100/3757] lr: 1.0000e-03 eta: 21:19:57 time: 0.3151 data_time: 0.0173 memory: 9395 grad_norm: 7.3981 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3851 loss: 1.3851 2022/08/16 20:00:36 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 20:00:46 - mmengine - INFO - Epoch(train) [191][2200/3757] lr: 1.0000e-03 eta: 21:19:26 time: 0.3165 data_time: 0.0179 memory: 9395 grad_norm: 7.4653 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1306 loss: 1.1306 2022/08/16 20:01:18 - mmengine - INFO - Epoch(train) [191][2300/3757] lr: 1.0000e-03 eta: 21:18:55 time: 0.3163 data_time: 0.0178 memory: 9395 grad_norm: 7.8502 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2989 loss: 1.2989 2022/08/16 20:01:50 - mmengine - INFO - Epoch(train) [191][2400/3757] lr: 1.0000e-03 eta: 21:18:24 time: 0.3187 data_time: 0.0183 memory: 9395 grad_norm: 7.6520 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3128 loss: 1.3128 2022/08/16 20:02:22 - mmengine - INFO - Epoch(train) [191][2500/3757] lr: 1.0000e-03 eta: 21:17:53 time: 0.3173 data_time: 0.0174 memory: 9395 grad_norm: 7.7261 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3999 loss: 1.3999 2022/08/16 20:02:54 - mmengine - INFO - Epoch(train) [191][2600/3757] lr: 1.0000e-03 eta: 21:17:22 time: 0.3197 data_time: 0.0179 memory: 9395 grad_norm: 7.8750 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3071 loss: 1.3071 2022/08/16 20:03:26 - mmengine - INFO - Epoch(train) [191][2700/3757] lr: 1.0000e-03 eta: 21:16:51 time: 0.3150 data_time: 0.0177 memory: 9395 grad_norm: 7.9651 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5977 loss: 1.5977 2022/08/16 20:03:57 - mmengine - INFO - Epoch(train) [191][2800/3757] lr: 1.0000e-03 eta: 21:16:20 time: 0.3147 data_time: 0.0187 memory: 9395 grad_norm: 7.6581 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5960 loss: 1.5960 2022/08/16 20:04:29 - mmengine - INFO - Epoch(train) [191][2900/3757] lr: 1.0000e-03 eta: 21:15:49 time: 0.3331 data_time: 0.0181 memory: 9395 grad_norm: 7.6849 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3385 loss: 1.3385 2022/08/16 20:05:01 - mmengine - INFO - Epoch(train) [191][3000/3757] lr: 1.0000e-03 eta: 21:15:18 time: 0.3168 data_time: 0.0192 memory: 9395 grad_norm: 7.8888 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2584 loss: 1.2584 2022/08/16 20:05:33 - mmengine - INFO - Epoch(train) [191][3100/3757] lr: 1.0000e-03 eta: 21:14:47 time: 0.3175 data_time: 0.0179 memory: 9395 grad_norm: 7.9668 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7222 loss: 1.7222 2022/08/16 20:05:55 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 20:06:05 - mmengine - INFO - Epoch(train) [191][3200/3757] lr: 1.0000e-03 eta: 21:14:16 time: 0.3143 data_time: 0.0176 memory: 9395 grad_norm: 7.8389 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6081 loss: 1.6081 2022/08/16 20:06:37 - mmengine - INFO - Epoch(train) [191][3300/3757] lr: 1.0000e-03 eta: 21:13:44 time: 0.3148 data_time: 0.0180 memory: 9395 grad_norm: 7.7968 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7291 loss: 1.7291 2022/08/16 20:07:09 - mmengine - INFO - Epoch(train) [191][3400/3757] lr: 1.0000e-03 eta: 21:13:14 time: 0.3163 data_time: 0.0172 memory: 9395 grad_norm: 7.6735 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3528 loss: 1.3528 2022/08/16 20:07:41 - mmengine - INFO - Epoch(train) [191][3500/3757] lr: 1.0000e-03 eta: 21:12:43 time: 0.3169 data_time: 0.0193 memory: 9395 grad_norm: 7.6947 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4586 loss: 1.4586 2022/08/16 20:08:13 - mmengine - INFO - Epoch(train) [191][3600/3757] lr: 1.0000e-03 eta: 21:12:11 time: 0.3167 data_time: 0.0181 memory: 9395 grad_norm: 7.8122 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4891 loss: 1.4891 2022/08/16 20:08:44 - mmengine - INFO - Epoch(train) [191][3700/3757] lr: 1.0000e-03 eta: 21:11:40 time: 0.3196 data_time: 0.0188 memory: 9395 grad_norm: 7.5317 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5265 loss: 1.5265 2022/08/16 20:09:03 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 20:09:03 - mmengine - INFO - Epoch(train) [191][3757/3757] lr: 1.0000e-03 eta: 21:11:28 time: 0.3126 data_time: 0.0187 memory: 9395 grad_norm: 7.8874 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3914 loss: 1.3914 2022/08/16 20:09:36 - mmengine - INFO - Epoch(train) [192][100/3757] lr: 1.0000e-03 eta: 21:10:50 time: 0.3156 data_time: 0.0167 memory: 9395 grad_norm: 7.4738 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3257 loss: 1.3257 2022/08/16 20:10:08 - mmengine - INFO - Epoch(train) [192][200/3757] lr: 1.0000e-03 eta: 21:10:19 time: 0.3147 data_time: 0.0164 memory: 9395 grad_norm: 7.7189 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5422 loss: 1.5422 2022/08/16 20:10:40 - mmengine - INFO - Epoch(train) [192][300/3757] lr: 1.0000e-03 eta: 21:09:48 time: 0.3195 data_time: 0.0182 memory: 9395 grad_norm: 7.5103 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.7460 loss: 1.7460 2022/08/16 20:11:12 - mmengine - INFO - Epoch(train) [192][400/3757] lr: 1.0000e-03 eta: 21:09:17 time: 0.3152 data_time: 0.0173 memory: 9395 grad_norm: 7.8074 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5565 loss: 1.5565 2022/08/16 20:11:16 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 20:11:44 - mmengine - INFO - Epoch(train) [192][500/3757] lr: 1.0000e-03 eta: 21:08:46 time: 0.3194 data_time: 0.0186 memory: 9395 grad_norm: 7.9591 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2560 loss: 1.2560 2022/08/16 20:12:15 - mmengine - INFO - Epoch(train) [192][600/3757] lr: 1.0000e-03 eta: 21:08:15 time: 0.3154 data_time: 0.0178 memory: 9395 grad_norm: 7.9899 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7629 loss: 1.7629 2022/08/16 20:12:47 - mmengine - INFO - Epoch(train) [192][700/3757] lr: 1.0000e-03 eta: 21:07:44 time: 0.3168 data_time: 0.0176 memory: 9395 grad_norm: 8.0492 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4892 loss: 1.4892 2022/08/16 20:13:19 - mmengine - INFO - Epoch(train) [192][800/3757] lr: 1.0000e-03 eta: 21:07:13 time: 0.3209 data_time: 0.0199 memory: 9395 grad_norm: 7.8480 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3225 loss: 1.3225 2022/08/16 20:13:51 - mmengine - INFO - Epoch(train) [192][900/3757] lr: 1.0000e-03 eta: 21:06:42 time: 0.3178 data_time: 0.0187 memory: 9395 grad_norm: 8.0400 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4733 loss: 1.4733 2022/08/16 20:14:23 - mmengine - INFO - Epoch(train) [192][1000/3757] lr: 1.0000e-03 eta: 21:06:11 time: 0.3185 data_time: 0.0204 memory: 9395 grad_norm: 7.4981 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4100 loss: 1.4100 2022/08/16 20:14:55 - mmengine - INFO - Epoch(train) [192][1100/3757] lr: 1.0000e-03 eta: 21:05:40 time: 0.3163 data_time: 0.0171 memory: 9395 grad_norm: 7.7070 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4495 loss: 1.4495 2022/08/16 20:15:27 - mmengine - INFO - Epoch(train) [192][1200/3757] lr: 1.0000e-03 eta: 21:05:09 time: 0.3164 data_time: 0.0181 memory: 9395 grad_norm: 8.1745 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6919 loss: 1.6919 2022/08/16 20:15:59 - mmengine - INFO - Epoch(train) [192][1300/3757] lr: 1.0000e-03 eta: 21:04:38 time: 0.3151 data_time: 0.0174 memory: 9395 grad_norm: 7.9741 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4388 loss: 1.4388 2022/08/16 20:16:30 - mmengine - INFO - Epoch(train) [192][1400/3757] lr: 1.0000e-03 eta: 21:04:07 time: 0.3159 data_time: 0.0176 memory: 9395 grad_norm: 7.8116 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3503 loss: 1.3503 2022/08/16 20:16:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 20:17:02 - mmengine - INFO - Epoch(train) [192][1500/3757] lr: 1.0000e-03 eta: 21:03:36 time: 0.3193 data_time: 0.0184 memory: 9395 grad_norm: 7.7158 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3511 loss: 1.3511 2022/08/16 20:17:34 - mmengine - INFO - Epoch(train) [192][1600/3757] lr: 1.0000e-03 eta: 21:03:05 time: 0.3239 data_time: 0.0189 memory: 9395 grad_norm: 7.8398 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3651 loss: 1.3651 2022/08/16 20:18:06 - mmengine - INFO - Epoch(train) [192][1700/3757] lr: 1.0000e-03 eta: 21:02:33 time: 0.3146 data_time: 0.0171 memory: 9395 grad_norm: 7.7543 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5610 loss: 1.5610 2022/08/16 20:18:38 - mmengine - INFO - Epoch(train) [192][1800/3757] lr: 1.0000e-03 eta: 21:02:03 time: 0.3166 data_time: 0.0177 memory: 9395 grad_norm: 7.6289 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4743 loss: 1.4743 2022/08/16 20:19:10 - mmengine - INFO - Epoch(train) [192][1900/3757] lr: 1.0000e-03 eta: 21:01:31 time: 0.3199 data_time: 0.0182 memory: 9395 grad_norm: 8.0773 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3756 loss: 1.3756 2022/08/16 20:19:42 - mmengine - INFO - Epoch(train) [192][2000/3757] lr: 1.0000e-03 eta: 21:01:00 time: 0.3158 data_time: 0.0177 memory: 9395 grad_norm: 7.8339 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.2445 loss: 1.2445 2022/08/16 20:20:14 - mmengine - INFO - Epoch(train) [192][2100/3757] lr: 1.0000e-03 eta: 21:00:29 time: 0.3194 data_time: 0.0199 memory: 9395 grad_norm: 7.8384 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3610 loss: 1.3610 2022/08/16 20:20:46 - mmengine - INFO - Epoch(train) [192][2200/3757] lr: 1.0000e-03 eta: 20:59:58 time: 0.3171 data_time: 0.0190 memory: 9395 grad_norm: 7.8864 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5391 loss: 1.5391 2022/08/16 20:21:18 - mmengine - INFO - Epoch(train) [192][2300/3757] lr: 1.0000e-03 eta: 20:59:27 time: 0.3160 data_time: 0.0176 memory: 9395 grad_norm: 7.9426 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7505 loss: 1.7505 2022/08/16 20:21:50 - mmengine - INFO - Epoch(train) [192][2400/3757] lr: 1.0000e-03 eta: 20:58:56 time: 0.3174 data_time: 0.0182 memory: 9395 grad_norm: 8.0040 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7192 loss: 1.7192 2022/08/16 20:21:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 20:22:22 - mmengine - INFO - Epoch(train) [192][2500/3757] lr: 1.0000e-03 eta: 20:58:25 time: 0.3268 data_time: 0.0180 memory: 9395 grad_norm: 7.7968 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6265 loss: 1.6265 2022/08/16 20:22:53 - mmengine - INFO - Epoch(train) [192][2600/3757] lr: 1.0000e-03 eta: 20:57:54 time: 0.3142 data_time: 0.0166 memory: 9395 grad_norm: 7.8194 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8069 loss: 1.8069 2022/08/16 20:23:25 - mmengine - INFO - Epoch(train) [192][2700/3757] lr: 1.0000e-03 eta: 20:57:23 time: 0.3198 data_time: 0.0204 memory: 9395 grad_norm: 8.0015 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2086 loss: 1.2086 2022/08/16 20:23:57 - mmengine - INFO - Epoch(train) [192][2800/3757] lr: 1.0000e-03 eta: 20:56:52 time: 0.3159 data_time: 0.0171 memory: 9395 grad_norm: 7.6779 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3195 loss: 1.3195 2022/08/16 20:24:29 - mmengine - INFO - Epoch(train) [192][2900/3757] lr: 1.0000e-03 eta: 20:56:21 time: 0.3158 data_time: 0.0173 memory: 9395 grad_norm: 8.1297 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4443 loss: 1.4443 2022/08/16 20:25:01 - mmengine - INFO - Epoch(train) [192][3000/3757] lr: 1.0000e-03 eta: 20:55:50 time: 0.3238 data_time: 0.0188 memory: 9395 grad_norm: 8.2047 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0226 loss: 1.0226 2022/08/16 20:25:33 - mmengine - INFO - Epoch(train) [192][3100/3757] lr: 1.0000e-03 eta: 20:55:19 time: 0.3155 data_time: 0.0175 memory: 9395 grad_norm: 8.0617 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.7529 loss: 1.7529 2022/08/16 20:26:05 - mmengine - INFO - Epoch(train) [192][3200/3757] lr: 1.0000e-03 eta: 20:54:48 time: 0.3206 data_time: 0.0190 memory: 9395 grad_norm: 7.9513 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3889 loss: 1.3889 2022/08/16 20:26:37 - mmengine - INFO - Epoch(train) [192][3300/3757] lr: 1.0000e-03 eta: 20:54:17 time: 0.3153 data_time: 0.0172 memory: 9395 grad_norm: 7.8724 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4106 loss: 1.4106 2022/08/16 20:27:09 - mmengine - INFO - Epoch(train) [192][3400/3757] lr: 1.0000e-03 eta: 20:53:46 time: 0.3148 data_time: 0.0171 memory: 9395 grad_norm: 7.8219 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5397 loss: 1.5397 2022/08/16 20:27:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 20:27:41 - mmengine - INFO - Epoch(train) [192][3500/3757] lr: 1.0000e-03 eta: 20:53:15 time: 0.3248 data_time: 0.0183 memory: 9395 grad_norm: 7.9132 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5126 loss: 1.5126 2022/08/16 20:28:13 - mmengine - INFO - Epoch(train) [192][3600/3757] lr: 1.0000e-03 eta: 20:52:44 time: 0.3152 data_time: 0.0177 memory: 9395 grad_norm: 7.9134 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6533 loss: 1.6533 2022/08/16 20:28:45 - mmengine - INFO - Epoch(train) [192][3700/3757] lr: 1.0000e-03 eta: 20:52:13 time: 0.3347 data_time: 0.0189 memory: 9395 grad_norm: 7.8646 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4365 loss: 1.4365 2022/08/16 20:29:03 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 20:29:03 - mmengine - INFO - Epoch(train) [192][3757/3757] lr: 1.0000e-03 eta: 20:52:00 time: 0.3156 data_time: 0.0157 memory: 9395 grad_norm: 7.9374 top1_acc: 0.5714 top5_acc: 0.5714 loss_cls: 1.5128 loss: 1.5128 2022/08/16 20:29:03 - mmengine - INFO - Saving checkpoint at 192 epochs 2022/08/16 20:29:38 - mmengine - INFO - Epoch(train) [193][100/3757] lr: 1.0000e-03 eta: 20:51:23 time: 0.3147 data_time: 0.0169 memory: 9395 grad_norm: 7.5254 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1477 loss: 1.1477 2022/08/16 20:30:10 - mmengine - INFO - Epoch(train) [193][200/3757] lr: 1.0000e-03 eta: 20:50:51 time: 0.3147 data_time: 0.0163 memory: 9395 grad_norm: 8.0740 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4698 loss: 1.4698 2022/08/16 20:30:42 - mmengine - INFO - Epoch(train) [193][300/3757] lr: 1.0000e-03 eta: 20:50:20 time: 0.3146 data_time: 0.0174 memory: 9395 grad_norm: 7.6701 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5569 loss: 1.5569 2022/08/16 20:31:14 - mmengine - INFO - Epoch(train) [193][400/3757] lr: 1.0000e-03 eta: 20:49:49 time: 0.3205 data_time: 0.0186 memory: 9395 grad_norm: 7.8511 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4198 loss: 1.4198 2022/08/16 20:31:46 - mmengine - INFO - Epoch(train) [193][500/3757] lr: 1.0000e-03 eta: 20:49:18 time: 0.3154 data_time: 0.0169 memory: 9395 grad_norm: 7.9421 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3854 loss: 1.3854 2022/08/16 20:32:17 - mmengine - INFO - Epoch(train) [193][600/3757] lr: 1.0000e-03 eta: 20:48:47 time: 0.3146 data_time: 0.0168 memory: 9395 grad_norm: 7.8546 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6120 loss: 1.6120 2022/08/16 20:32:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 20:32:49 - mmengine - INFO - Epoch(train) [193][700/3757] lr: 1.0000e-03 eta: 20:48:16 time: 0.3150 data_time: 0.0169 memory: 9395 grad_norm: 8.1113 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4790 loss: 1.4790 2022/08/16 20:33:21 - mmengine - INFO - Epoch(train) [193][800/3757] lr: 1.0000e-03 eta: 20:47:45 time: 0.3153 data_time: 0.0174 memory: 9395 grad_norm: 7.9230 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2905 loss: 1.2905 2022/08/16 20:33:53 - mmengine - INFO - Epoch(train) [193][900/3757] lr: 1.0000e-03 eta: 20:47:14 time: 0.3220 data_time: 0.0184 memory: 9395 grad_norm: 7.8177 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6003 loss: 1.6003 2022/08/16 20:34:25 - mmengine - INFO - Epoch(train) [193][1000/3757] lr: 1.0000e-03 eta: 20:46:43 time: 0.3157 data_time: 0.0166 memory: 9395 grad_norm: 7.8163 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6613 loss: 1.6613 2022/08/16 20:34:57 - mmengine - INFO - Epoch(train) [193][1100/3757] lr: 1.0000e-03 eta: 20:46:12 time: 0.3297 data_time: 0.0178 memory: 9395 grad_norm: 8.0039 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6621 loss: 1.6621 2022/08/16 20:35:29 - mmengine - INFO - Epoch(train) [193][1200/3757] lr: 1.0000e-03 eta: 20:45:41 time: 0.3157 data_time: 0.0170 memory: 9395 grad_norm: 7.7344 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5566 loss: 1.5566 2022/08/16 20:36:01 - mmengine - INFO - Epoch(train) [193][1300/3757] lr: 1.0000e-03 eta: 20:45:10 time: 0.3162 data_time: 0.0176 memory: 9395 grad_norm: 7.7447 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3177 loss: 1.3177 2022/08/16 20:36:33 - mmengine - INFO - Epoch(train) [193][1400/3757] lr: 1.0000e-03 eta: 20:44:39 time: 0.3150 data_time: 0.0180 memory: 9395 grad_norm: 7.8452 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5972 loss: 1.5972 2022/08/16 20:37:04 - mmengine - INFO - Epoch(train) [193][1500/3757] lr: 1.0000e-03 eta: 20:44:08 time: 0.3199 data_time: 0.0188 memory: 9395 grad_norm: 7.8100 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5409 loss: 1.5409 2022/08/16 20:37:36 - mmengine - INFO - Epoch(train) [193][1600/3757] lr: 1.0000e-03 eta: 20:43:37 time: 0.3154 data_time: 0.0188 memory: 9395 grad_norm: 8.0136 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4743 loss: 1.4743 2022/08/16 20:37:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 20:38:08 - mmengine - INFO - Epoch(train) [193][1700/3757] lr: 1.0000e-03 eta: 20:43:06 time: 0.3167 data_time: 0.0169 memory: 9395 grad_norm: 7.8645 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.2429 loss: 1.2429 2022/08/16 20:38:40 - mmengine - INFO - Epoch(train) [193][1800/3757] lr: 1.0000e-03 eta: 20:42:34 time: 0.3148 data_time: 0.0169 memory: 9395 grad_norm: 7.9116 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3704 loss: 1.3704 2022/08/16 20:39:12 - mmengine - INFO - Epoch(train) [193][1900/3757] lr: 1.0000e-03 eta: 20:42:03 time: 0.3155 data_time: 0.0174 memory: 9395 grad_norm: 7.8782 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4237 loss: 1.4237 2022/08/16 20:39:44 - mmengine - INFO - Epoch(train) [193][2000/3757] lr: 1.0000e-03 eta: 20:41:33 time: 0.3262 data_time: 0.0184 memory: 9395 grad_norm: 8.2657 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4513 loss: 1.4513 2022/08/16 20:40:16 - mmengine - INFO - Epoch(train) [193][2100/3757] lr: 1.0000e-03 eta: 20:41:01 time: 0.3152 data_time: 0.0175 memory: 9395 grad_norm: 7.8305 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.7787 loss: 1.7787 2022/08/16 20:40:48 - mmengine - INFO - Epoch(train) [193][2200/3757] lr: 1.0000e-03 eta: 20:40:31 time: 0.3148 data_time: 0.0175 memory: 9395 grad_norm: 7.9333 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8226 loss: 1.8226 2022/08/16 20:41:20 - mmengine - INFO - Epoch(train) [193][2300/3757] lr: 1.0000e-03 eta: 20:39:59 time: 0.3139 data_time: 0.0182 memory: 9395 grad_norm: 7.5952 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3401 loss: 1.3401 2022/08/16 20:41:52 - mmengine - INFO - Epoch(train) [193][2400/3757] lr: 1.0000e-03 eta: 20:39:28 time: 0.3134 data_time: 0.0168 memory: 9395 grad_norm: 7.9501 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4651 loss: 1.4651 2022/08/16 20:42:24 - mmengine - INFO - Epoch(train) [193][2500/3757] lr: 1.0000e-03 eta: 20:38:57 time: 0.3183 data_time: 0.0178 memory: 9395 grad_norm: 7.9006 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4432 loss: 1.4432 2022/08/16 20:42:56 - mmengine - INFO - Epoch(train) [193][2600/3757] lr: 1.0000e-03 eta: 20:38:26 time: 0.3145 data_time: 0.0172 memory: 9395 grad_norm: 7.9546 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.4768 loss: 1.4768 2022/08/16 20:43:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 20:43:28 - mmengine - INFO - Epoch(train) [193][2700/3757] lr: 1.0000e-03 eta: 20:37:55 time: 0.3230 data_time: 0.0197 memory: 9395 grad_norm: 7.9286 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2979 loss: 1.2979 2022/08/16 20:44:00 - mmengine - INFO - Epoch(train) [193][2800/3757] lr: 1.0000e-03 eta: 20:37:24 time: 0.3150 data_time: 0.0166 memory: 9395 grad_norm: 7.6218 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4985 loss: 1.4985 2022/08/16 20:44:32 - mmengine - INFO - Epoch(train) [193][2900/3757] lr: 1.0000e-03 eta: 20:36:53 time: 0.3149 data_time: 0.0173 memory: 9395 grad_norm: 7.7141 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4379 loss: 1.4379 2022/08/16 20:45:04 - mmengine - INFO - Epoch(train) [193][3000/3757] lr: 1.0000e-03 eta: 20:36:22 time: 0.3226 data_time: 0.0175 memory: 9395 grad_norm: 8.0107 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4847 loss: 1.4847 2022/08/16 20:45:36 - mmengine - INFO - Epoch(train) [193][3100/3757] lr: 1.0000e-03 eta: 20:35:51 time: 0.3145 data_time: 0.0173 memory: 9395 grad_norm: 8.0846 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7756 loss: 1.7756 2022/08/16 20:46:08 - mmengine - INFO - Epoch(train) [193][3200/3757] lr: 1.0000e-03 eta: 20:35:20 time: 0.3192 data_time: 0.0206 memory: 9395 grad_norm: 7.7389 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.4327 loss: 1.4327 2022/08/16 20:46:40 - mmengine - INFO - Epoch(train) [193][3300/3757] lr: 1.0000e-03 eta: 20:34:49 time: 0.3153 data_time: 0.0181 memory: 9395 grad_norm: 8.1693 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2319 loss: 1.2319 2022/08/16 20:47:12 - mmengine - INFO - Epoch(train) [193][3400/3757] lr: 1.0000e-03 eta: 20:34:18 time: 0.3160 data_time: 0.0174 memory: 9395 grad_norm: 7.6634 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3874 loss: 1.3874 2022/08/16 20:47:44 - mmengine - INFO - Epoch(train) [193][3500/3757] lr: 1.0000e-03 eta: 20:33:47 time: 0.3144 data_time: 0.0189 memory: 9395 grad_norm: 8.3610 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7264 loss: 1.7264 2022/08/16 20:48:15 - mmengine - INFO - Epoch(train) [193][3600/3757] lr: 1.0000e-03 eta: 20:33:16 time: 0.3171 data_time: 0.0189 memory: 9395 grad_norm: 8.1921 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5633 loss: 1.5633 2022/08/16 20:48:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 20:48:47 - mmengine - INFO - Epoch(train) [193][3700/3757] lr: 1.0000e-03 eta: 20:32:45 time: 0.3142 data_time: 0.0172 memory: 9395 grad_norm: 8.0791 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1580 loss: 1.1580 2022/08/16 20:49:05 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 20:49:05 - mmengine - INFO - Epoch(train) [193][3757/3757] lr: 1.0000e-03 eta: 20:32:32 time: 0.3101 data_time: 0.0193 memory: 9395 grad_norm: 7.9879 top1_acc: 0.4286 top5_acc: 0.8571 loss_cls: 1.7467 loss: 1.7467 2022/08/16 20:49:39 - mmengine - INFO - Epoch(train) [194][100/3757] lr: 1.0000e-03 eta: 20:31:55 time: 0.3147 data_time: 0.0168 memory: 9395 grad_norm: 7.7753 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.1787 loss: 1.1787 2022/08/16 20:50:11 - mmengine - INFO - Epoch(train) [194][200/3757] lr: 1.0000e-03 eta: 20:31:24 time: 0.3134 data_time: 0.0171 memory: 9395 grad_norm: 7.8331 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2909 loss: 1.2909 2022/08/16 20:50:43 - mmengine - INFO - Epoch(train) [194][300/3757] lr: 1.0000e-03 eta: 20:30:53 time: 0.3165 data_time: 0.0190 memory: 9395 grad_norm: 7.7094 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5177 loss: 1.5177 2022/08/16 20:51:15 - mmengine - INFO - Epoch(train) [194][400/3757] lr: 1.0000e-03 eta: 20:30:22 time: 0.3250 data_time: 0.0189 memory: 9395 grad_norm: 7.8883 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 1.5294 loss: 1.5294 2022/08/16 20:51:47 - mmengine - INFO - Epoch(train) [194][500/3757] lr: 1.0000e-03 eta: 20:29:51 time: 0.3173 data_time: 0.0178 memory: 9395 grad_norm: 7.8301 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3569 loss: 1.3569 2022/08/16 20:52:19 - mmengine - INFO - Epoch(train) [194][600/3757] lr: 1.0000e-03 eta: 20:29:20 time: 0.3151 data_time: 0.0165 memory: 9395 grad_norm: 7.7173 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6026 loss: 1.6026 2022/08/16 20:52:51 - mmengine - INFO - Epoch(train) [194][700/3757] lr: 1.0000e-03 eta: 20:28:49 time: 0.3154 data_time: 0.0176 memory: 9395 grad_norm: 7.7855 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3627 loss: 1.3627 2022/08/16 20:53:23 - mmengine - INFO - Epoch(train) [194][800/3757] lr: 1.0000e-03 eta: 20:28:18 time: 0.3185 data_time: 0.0164 memory: 9395 grad_norm: 7.8106 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2869 loss: 1.2869 2022/08/16 20:53:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 20:53:55 - mmengine - INFO - Epoch(train) [194][900/3757] lr: 1.0000e-03 eta: 20:27:46 time: 0.3162 data_time: 0.0185 memory: 9395 grad_norm: 7.7897 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6054 loss: 1.6054 2022/08/16 20:54:27 - mmengine - INFO - Epoch(train) [194][1000/3757] lr: 1.0000e-03 eta: 20:27:15 time: 0.3233 data_time: 0.0198 memory: 9395 grad_norm: 8.0457 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7691 loss: 1.7691 2022/08/16 20:54:59 - mmengine - INFO - Epoch(train) [194][1100/3757] lr: 1.0000e-03 eta: 20:26:44 time: 0.3167 data_time: 0.0170 memory: 9395 grad_norm: 8.0288 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3494 loss: 1.3494 2022/08/16 20:55:31 - mmengine - INFO - Epoch(train) [194][1200/3757] lr: 1.0000e-03 eta: 20:26:13 time: 0.3151 data_time: 0.0165 memory: 9395 grad_norm: 7.9114 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3779 loss: 1.3779 2022/08/16 20:56:02 - mmengine - INFO - Epoch(train) [194][1300/3757] lr: 1.0000e-03 eta: 20:25:42 time: 0.3154 data_time: 0.0171 memory: 9395 grad_norm: 7.7415 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.4772 loss: 1.4772 2022/08/16 20:56:42 - mmengine - INFO - Epoch(train) [194][1400/3757] lr: 1.0000e-03 eta: 20:25:14 time: 0.3384 data_time: 0.0177 memory: 9395 grad_norm: 7.7126 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5799 loss: 1.5799 2022/08/16 20:57:45 - mmengine - INFO - Epoch(train) [194][1500/3757] lr: 1.0000e-03 eta: 20:24:53 time: 0.3184 data_time: 0.0180 memory: 9395 grad_norm: 7.9952 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4009 loss: 1.4009 2022/08/16 20:58:17 - mmengine - INFO - Epoch(train) [194][1600/3757] lr: 1.0000e-03 eta: 20:24:22 time: 0.3214 data_time: 0.0184 memory: 9395 grad_norm: 8.1735 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6124 loss: 1.6124 2022/08/16 20:58:49 - mmengine - INFO - Epoch(train) [194][1700/3757] lr: 1.0000e-03 eta: 20:23:51 time: 0.3159 data_time: 0.0189 memory: 9395 grad_norm: 8.3985 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8145 loss: 1.8145 2022/08/16 20:59:21 - mmengine - INFO - Epoch(train) [194][1800/3757] lr: 1.0000e-03 eta: 20:23:20 time: 0.3149 data_time: 0.0171 memory: 9395 grad_norm: 7.9712 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6429 loss: 1.6429 2022/08/16 20:59:53 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 20:59:53 - mmengine - INFO - Epoch(train) [194][1900/3757] lr: 1.0000e-03 eta: 20:22:49 time: 0.3211 data_time: 0.0183 memory: 9395 grad_norm: 8.1576 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4545 loss: 1.4545 2022/08/16 21:00:25 - mmengine - INFO - Epoch(train) [194][2000/3757] lr: 1.0000e-03 eta: 20:22:18 time: 0.3192 data_time: 0.0175 memory: 9395 grad_norm: 7.8012 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4061 loss: 1.4061 2022/08/16 21:00:57 - mmengine - INFO - Epoch(train) [194][2100/3757] lr: 1.0000e-03 eta: 20:21:47 time: 0.3153 data_time: 0.0170 memory: 9395 grad_norm: 8.1676 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.7110 loss: 1.7110 2022/08/16 21:01:29 - mmengine - INFO - Epoch(train) [194][2200/3757] lr: 1.0000e-03 eta: 20:21:15 time: 0.3225 data_time: 0.0182 memory: 9395 grad_norm: 8.1635 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8893 loss: 1.8893 2022/08/16 21:02:01 - mmengine - INFO - Epoch(train) [194][2300/3757] lr: 1.0000e-03 eta: 20:20:44 time: 0.3159 data_time: 0.0176 memory: 9395 grad_norm: 8.1440 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.3941 loss: 1.3941 2022/08/16 21:02:33 - mmengine - INFO - Epoch(train) [194][2400/3757] lr: 1.0000e-03 eta: 20:20:13 time: 0.3143 data_time: 0.0170 memory: 9395 grad_norm: 7.9716 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4324 loss: 1.4324 2022/08/16 21:03:06 - mmengine - INFO - Epoch(train) [194][2500/3757] lr: 1.0000e-03 eta: 20:19:42 time: 0.3332 data_time: 0.0193 memory: 9395 grad_norm: 8.2989 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6225 loss: 1.6225 2022/08/16 21:03:38 - mmengine - INFO - Epoch(train) [194][2600/3757] lr: 1.0000e-03 eta: 20:19:11 time: 0.3143 data_time: 0.0173 memory: 9395 grad_norm: 8.1494 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4429 loss: 1.4429 2022/08/16 21:04:10 - mmengine - INFO - Epoch(train) [194][2700/3757] lr: 1.0000e-03 eta: 20:18:40 time: 0.3260 data_time: 0.0176 memory: 9395 grad_norm: 7.9113 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3263 loss: 1.3263 2022/08/16 21:04:42 - mmengine - INFO - Epoch(train) [194][2800/3757] lr: 1.0000e-03 eta: 20:18:09 time: 0.3143 data_time: 0.0171 memory: 9395 grad_norm: 8.0877 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6215 loss: 1.6215 2022/08/16 21:05:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 21:05:14 - mmengine - INFO - Epoch(train) [194][2900/3757] lr: 1.0000e-03 eta: 20:17:38 time: 0.3161 data_time: 0.0175 memory: 9395 grad_norm: 8.2728 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5068 loss: 1.5068 2022/08/16 21:05:46 - mmengine - INFO - Epoch(train) [194][3000/3757] lr: 1.0000e-03 eta: 20:17:07 time: 0.3166 data_time: 0.0174 memory: 9395 grad_norm: 7.8784 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6303 loss: 1.6303 2022/08/16 21:06:17 - mmengine - INFO - Epoch(train) [194][3100/3757] lr: 1.0000e-03 eta: 20:16:36 time: 0.3158 data_time: 0.0164 memory: 9395 grad_norm: 8.1489 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3040 loss: 1.3040 2022/08/16 21:06:50 - mmengine - INFO - Epoch(train) [194][3200/3757] lr: 1.0000e-03 eta: 20:16:05 time: 0.3568 data_time: 0.0188 memory: 9395 grad_norm: 8.4235 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5532 loss: 1.5532 2022/08/16 21:07:22 - mmengine - INFO - Epoch(train) [194][3300/3757] lr: 1.0000e-03 eta: 20:15:34 time: 0.3156 data_time: 0.0171 memory: 9395 grad_norm: 8.0300 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1023 loss: 1.1023 2022/08/16 21:07:54 - mmengine - INFO - Epoch(train) [194][3400/3757] lr: 1.0000e-03 eta: 20:15:03 time: 0.3149 data_time: 0.0171 memory: 9395 grad_norm: 7.9990 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.3784 loss: 1.3784 2022/08/16 21:08:26 - mmengine - INFO - Epoch(train) [194][3500/3757] lr: 1.0000e-03 eta: 20:14:32 time: 0.3167 data_time: 0.0170 memory: 9395 grad_norm: 8.0527 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3702 loss: 1.3702 2022/08/16 21:08:58 - mmengine - INFO - Epoch(train) [194][3600/3757] lr: 1.0000e-03 eta: 20:14:01 time: 0.3161 data_time: 0.0186 memory: 9395 grad_norm: 8.3959 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7983 loss: 1.7983 2022/08/16 21:09:30 - mmengine - INFO - Epoch(train) [194][3700/3757] lr: 1.0000e-03 eta: 20:13:30 time: 0.3154 data_time: 0.0170 memory: 9395 grad_norm: 8.2083 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4897 loss: 1.4897 2022/08/16 21:09:48 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 21:09:48 - mmengine - INFO - Epoch(train) [194][3757/3757] lr: 1.0000e-03 eta: 20:13:18 time: 0.3127 data_time: 0.0156 memory: 9395 grad_norm: 7.8884 top1_acc: 0.7143 top5_acc: 1.0000 loss_cls: 1.3229 loss: 1.3229 2022/08/16 21:10:22 - mmengine - INFO - Epoch(train) [195][100/3757] lr: 1.0000e-03 eta: 20:12:40 time: 0.3156 data_time: 0.0171 memory: 9395 grad_norm: 7.9696 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1833 loss: 1.1833 2022/08/16 21:10:36 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 21:10:54 - mmengine - INFO - Epoch(train) [195][200/3757] lr: 1.0000e-03 eta: 20:12:09 time: 0.3149 data_time: 0.0166 memory: 9395 grad_norm: 8.0549 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1759 loss: 1.1759 2022/08/16 21:11:26 - mmengine - INFO - Epoch(train) [195][300/3757] lr: 1.0000e-03 eta: 20:11:38 time: 0.3180 data_time: 0.0170 memory: 9395 grad_norm: 7.8153 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1988 loss: 1.1988 2022/08/16 21:11:58 - mmengine - INFO - Epoch(train) [195][400/3757] lr: 1.0000e-03 eta: 20:11:07 time: 0.3256 data_time: 0.0198 memory: 9395 grad_norm: 7.7912 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4205 loss: 1.4205 2022/08/16 21:12:30 - mmengine - INFO - Epoch(train) [195][500/3757] lr: 1.0000e-03 eta: 20:10:36 time: 0.3165 data_time: 0.0169 memory: 9395 grad_norm: 7.8875 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6132 loss: 1.6132 2022/08/16 21:13:02 - mmengine - INFO - Epoch(train) [195][600/3757] lr: 1.0000e-03 eta: 20:10:05 time: 0.3157 data_time: 0.0170 memory: 9395 grad_norm: 7.8496 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3969 loss: 1.3969 2022/08/16 21:13:34 - mmengine - INFO - Epoch(train) [195][700/3757] lr: 1.0000e-03 eta: 20:09:34 time: 0.3146 data_time: 0.0173 memory: 9395 grad_norm: 8.0348 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7388 loss: 1.7388 2022/08/16 21:14:05 - mmengine - INFO - Epoch(train) [195][800/3757] lr: 1.0000e-03 eta: 20:09:03 time: 0.3145 data_time: 0.0176 memory: 9395 grad_norm: 7.8825 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5010 loss: 1.5010 2022/08/16 21:14:37 - mmengine - INFO - Epoch(train) [195][900/3757] lr: 1.0000e-03 eta: 20:08:32 time: 0.3202 data_time: 0.0180 memory: 9395 grad_norm: 7.8828 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6397 loss: 1.6397 2022/08/16 21:15:09 - mmengine - INFO - Epoch(train) [195][1000/3757] lr: 1.0000e-03 eta: 20:08:00 time: 0.3166 data_time: 0.0171 memory: 9395 grad_norm: 8.1146 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5695 loss: 1.5695 2022/08/16 21:15:41 - mmengine - INFO - Epoch(train) [195][1100/3757] lr: 1.0000e-03 eta: 20:07:29 time: 0.3406 data_time: 0.0198 memory: 9395 grad_norm: 8.1997 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5307 loss: 1.5307 2022/08/16 21:15:55 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 21:16:13 - mmengine - INFO - Epoch(train) [195][1200/3757] lr: 1.0000e-03 eta: 20:06:58 time: 0.3148 data_time: 0.0173 memory: 9395 grad_norm: 8.2459 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5394 loss: 1.5394 2022/08/16 21:16:45 - mmengine - INFO - Epoch(train) [195][1300/3757] lr: 1.0000e-03 eta: 20:06:27 time: 0.3226 data_time: 0.0161 memory: 9395 grad_norm: 7.9572 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5682 loss: 1.5682 2022/08/16 21:17:17 - mmengine - INFO - Epoch(train) [195][1400/3757] lr: 1.0000e-03 eta: 20:05:56 time: 0.3206 data_time: 0.0194 memory: 9395 grad_norm: 8.1350 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4926 loss: 1.4926 2022/08/16 21:17:49 - mmengine - INFO - Epoch(train) [195][1500/3757] lr: 1.0000e-03 eta: 20:05:25 time: 0.3159 data_time: 0.0173 memory: 9395 grad_norm: 8.2190 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8581 loss: 1.8581 2022/08/16 21:18:20 - mmengine - INFO - Epoch(train) [195][1600/3757] lr: 1.0000e-03 eta: 20:04:54 time: 0.3191 data_time: 0.0189 memory: 9395 grad_norm: 8.0523 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4563 loss: 1.4563 2022/08/16 21:18:52 - mmengine - INFO - Epoch(train) [195][1700/3757] lr: 1.0000e-03 eta: 20:04:23 time: 0.3159 data_time: 0.0169 memory: 9395 grad_norm: 8.0260 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.1343 loss: 1.1343 2022/08/16 21:19:24 - mmengine - INFO - Epoch(train) [195][1800/3757] lr: 1.0000e-03 eta: 20:03:52 time: 0.3145 data_time: 0.0181 memory: 9395 grad_norm: 8.2411 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3654 loss: 1.3654 2022/08/16 21:19:56 - mmengine - INFO - Epoch(train) [195][1900/3757] lr: 1.0000e-03 eta: 20:03:21 time: 0.3236 data_time: 0.0197 memory: 9395 grad_norm: 7.8354 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4158 loss: 1.4158 2022/08/16 21:20:28 - mmengine - INFO - Epoch(train) [195][2000/3757] lr: 1.0000e-03 eta: 20:02:50 time: 0.3159 data_time: 0.0167 memory: 9395 grad_norm: 7.7109 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3512 loss: 1.3512 2022/08/16 21:21:00 - mmengine - INFO - Epoch(train) [195][2100/3757] lr: 1.0000e-03 eta: 20:02:19 time: 0.3220 data_time: 0.0188 memory: 9395 grad_norm: 7.9672 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3066 loss: 1.3066 2022/08/16 21:21:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 21:21:32 - mmengine - INFO - Epoch(train) [195][2200/3757] lr: 1.0000e-03 eta: 20:01:47 time: 0.3149 data_time: 0.0181 memory: 9395 grad_norm: 7.6368 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6013 loss: 1.6013 2022/08/16 21:22:04 - mmengine - INFO - Epoch(train) [195][2300/3757] lr: 1.0000e-03 eta: 20:01:16 time: 0.3153 data_time: 0.0168 memory: 9395 grad_norm: 8.0746 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2224 loss: 1.2224 2022/08/16 21:22:36 - mmengine - INFO - Epoch(train) [195][2400/3757] lr: 1.0000e-03 eta: 20:00:45 time: 0.3175 data_time: 0.0178 memory: 9395 grad_norm: 8.0504 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3457 loss: 1.3457 2022/08/16 21:23:08 - mmengine - INFO - Epoch(train) [195][2500/3757] lr: 1.0000e-03 eta: 20:00:14 time: 0.3163 data_time: 0.0177 memory: 9395 grad_norm: 8.0629 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.6491 loss: 1.6491 2022/08/16 21:23:40 - mmengine - INFO - Epoch(train) [195][2600/3757] lr: 1.0000e-03 eta: 19:59:43 time: 0.3237 data_time: 0.0197 memory: 9395 grad_norm: 7.9673 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3911 loss: 1.3911 2022/08/16 21:24:12 - mmengine - INFO - Epoch(train) [195][2700/3757] lr: 1.0000e-03 eta: 19:59:12 time: 0.3165 data_time: 0.0197 memory: 9395 grad_norm: 8.0847 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.5646 loss: 1.5646 2022/08/16 21:24:44 - mmengine - INFO - Epoch(train) [195][2800/3757] lr: 1.0000e-03 eta: 19:58:41 time: 0.3153 data_time: 0.0174 memory: 9395 grad_norm: 7.8640 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6578 loss: 1.6578 2022/08/16 21:25:16 - mmengine - INFO - Epoch(train) [195][2900/3757] lr: 1.0000e-03 eta: 19:58:10 time: 0.3160 data_time: 0.0167 memory: 9395 grad_norm: 8.1038 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5817 loss: 1.5817 2022/08/16 21:25:48 - mmengine - INFO - Epoch(train) [195][3000/3757] lr: 1.0000e-03 eta: 19:57:39 time: 0.3206 data_time: 0.0192 memory: 9395 grad_norm: 7.6841 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.1968 loss: 1.1968 2022/08/16 21:26:19 - mmengine - INFO - Epoch(train) [195][3100/3757] lr: 1.0000e-03 eta: 19:57:08 time: 0.3162 data_time: 0.0169 memory: 9395 grad_norm: 8.2742 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3623 loss: 1.3623 2022/08/16 21:26:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 21:26:51 - mmengine - INFO - Epoch(train) [195][3200/3757] lr: 1.0000e-03 eta: 19:56:37 time: 0.3224 data_time: 0.0194 memory: 9395 grad_norm: 7.8882 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0712 loss: 1.0712 2022/08/16 21:27:23 - mmengine - INFO - Epoch(train) [195][3300/3757] lr: 1.0000e-03 eta: 19:56:06 time: 0.3153 data_time: 0.0166 memory: 9395 grad_norm: 8.0037 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4314 loss: 1.4314 2022/08/16 21:27:56 - mmengine - INFO - Epoch(train) [195][3400/3757] lr: 1.0000e-03 eta: 19:55:35 time: 0.3154 data_time: 0.0171 memory: 9395 grad_norm: 7.9517 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.4102 loss: 1.4102 2022/08/16 21:28:28 - mmengine - INFO - Epoch(train) [195][3500/3757] lr: 1.0000e-03 eta: 19:55:04 time: 0.3273 data_time: 0.0198 memory: 9395 grad_norm: 8.0212 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2066 loss: 1.2066 2022/08/16 21:28:59 - mmengine - INFO - Epoch(train) [195][3600/3757] lr: 1.0000e-03 eta: 19:54:33 time: 0.3149 data_time: 0.0177 memory: 9395 grad_norm: 8.0339 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8634 loss: 1.8634 2022/08/16 21:29:32 - mmengine - INFO - Epoch(train) [195][3700/3757] lr: 1.0000e-03 eta: 19:54:02 time: 0.3236 data_time: 0.0199 memory: 9395 grad_norm: 8.1523 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.3529 loss: 1.3529 2022/08/16 21:29:50 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 21:29:50 - mmengine - INFO - Epoch(train) [195][3757/3757] lr: 1.0000e-03 eta: 19:53:49 time: 0.3167 data_time: 0.0177 memory: 9395 grad_norm: 8.2293 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 1.5320 loss: 1.5320 2022/08/16 21:30:08 - mmengine - INFO - Epoch(val) [195][100/310] eta: 0:00:40 time: 0.1948 data_time: 0.0924 memory: 1523 2022/08/16 21:30:26 - mmengine - INFO - Epoch(val) [195][200/310] eta: 0:00:17 time: 0.1551 data_time: 0.0550 memory: 1523 2022/08/16 21:30:43 - mmengine - INFO - Epoch(val) [195][300/310] eta: 0:00:01 time: 0.1663 data_time: 0.0686 memory: 1523 2022/08/16 21:30:47 - mmengine - INFO - Epoch(val) [195][310/310] acc/top1: 0.6808 acc/top5: 0.8777 acc/mean1: 0.6807 2022/08/16 21:30:47 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr/best_acc/top1_epoch_191.pth is removed 2022/08/16 21:30:49 - mmengine - INFO - The best checkpoint with 0.6808 acc/top1 at 196 epoch is saved to best_acc/top1_epoch_196.pth. 2022/08/16 21:31:22 - mmengine - INFO - Epoch(train) [196][100/3757] lr: 1.0000e-03 eta: 19:53:12 time: 0.3219 data_time: 0.0193 memory: 9395 grad_norm: 8.0475 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4955 loss: 1.4955 2022/08/16 21:31:54 - mmengine - INFO - Epoch(train) [196][200/3757] lr: 1.0000e-03 eta: 19:52:40 time: 0.3157 data_time: 0.0175 memory: 9395 grad_norm: 7.5991 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4375 loss: 1.4375 2022/08/16 21:32:27 - mmengine - INFO - Epoch(train) [196][300/3757] lr: 1.0000e-03 eta: 19:52:10 time: 0.3216 data_time: 0.0187 memory: 9395 grad_norm: 7.9555 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3269 loss: 1.3269 2022/08/16 21:32:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 21:32:59 - mmengine - INFO - Epoch(train) [196][400/3757] lr: 1.0000e-03 eta: 19:51:38 time: 0.3175 data_time: 0.0164 memory: 9395 grad_norm: 7.9260 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3610 loss: 1.3610 2022/08/16 21:33:30 - mmengine - INFO - Epoch(train) [196][500/3757] lr: 1.0000e-03 eta: 19:51:07 time: 0.3184 data_time: 0.0180 memory: 9395 grad_norm: 8.0432 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3532 loss: 1.3532 2022/08/16 21:34:02 - mmengine - INFO - Epoch(train) [196][600/3757] lr: 1.0000e-03 eta: 19:50:36 time: 0.3262 data_time: 0.0178 memory: 9395 grad_norm: 8.1242 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.2172 loss: 1.2172 2022/08/16 21:34:34 - mmengine - INFO - Epoch(train) [196][700/3757] lr: 1.0000e-03 eta: 19:50:05 time: 0.3149 data_time: 0.0169 memory: 9395 grad_norm: 8.0170 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3260 loss: 1.3260 2022/08/16 21:35:06 - mmengine - INFO - Epoch(train) [196][800/3757] lr: 1.0000e-03 eta: 19:49:34 time: 0.3154 data_time: 0.0180 memory: 9395 grad_norm: 8.0497 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6127 loss: 1.6127 2022/08/16 21:35:38 - mmengine - INFO - Epoch(train) [196][900/3757] lr: 1.0000e-03 eta: 19:49:03 time: 0.3226 data_time: 0.0183 memory: 9395 grad_norm: 8.5091 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3522 loss: 1.3522 2022/08/16 21:36:10 - mmengine - INFO - Epoch(train) [196][1000/3757] lr: 1.0000e-03 eta: 19:48:32 time: 0.3154 data_time: 0.0202 memory: 9395 grad_norm: 8.2240 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4813 loss: 1.4813 2022/08/16 21:36:42 - mmengine - INFO - Epoch(train) [196][1100/3757] lr: 1.0000e-03 eta: 19:48:01 time: 0.3246 data_time: 0.0188 memory: 9395 grad_norm: 8.1705 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4946 loss: 1.4946 2022/08/16 21:37:14 - mmengine - INFO - Epoch(train) [196][1200/3757] lr: 1.0000e-03 eta: 19:47:30 time: 0.3152 data_time: 0.0173 memory: 9395 grad_norm: 8.2908 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4832 loss: 1.4832 2022/08/16 21:37:46 - mmengine - INFO - Epoch(train) [196][1300/3757] lr: 1.0000e-03 eta: 19:46:59 time: 0.3162 data_time: 0.0167 memory: 9395 grad_norm: 8.0572 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5821 loss: 1.5821 2022/08/16 21:38:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 21:38:17 - mmengine - INFO - Epoch(train) [196][1400/3757] lr: 1.0000e-03 eta: 19:46:28 time: 0.3195 data_time: 0.0187 memory: 9395 grad_norm: 7.7736 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1350 loss: 1.1350 2022/08/16 21:38:50 - mmengine - INFO - Epoch(train) [196][1500/3757] lr: 1.0000e-03 eta: 19:45:57 time: 0.3161 data_time: 0.0186 memory: 9395 grad_norm: 7.9836 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3527 loss: 1.3527 2022/08/16 21:39:22 - mmengine - INFO - Epoch(train) [196][1600/3757] lr: 1.0000e-03 eta: 19:45:26 time: 0.3264 data_time: 0.0179 memory: 9395 grad_norm: 7.8528 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.3500 loss: 1.3500 2022/08/16 21:39:54 - mmengine - INFO - Epoch(train) [196][1700/3757] lr: 1.0000e-03 eta: 19:44:55 time: 0.3148 data_time: 0.0169 memory: 9395 grad_norm: 7.8628 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5710 loss: 1.5710 2022/08/16 21:40:26 - mmengine - INFO - Epoch(train) [196][1800/3757] lr: 1.0000e-03 eta: 19:44:23 time: 0.3141 data_time: 0.0179 memory: 9395 grad_norm: 8.3309 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4128 loss: 1.4128 2022/08/16 21:40:58 - mmengine - INFO - Epoch(train) [196][1900/3757] lr: 1.0000e-03 eta: 19:43:52 time: 0.3154 data_time: 0.0177 memory: 9395 grad_norm: 8.1773 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4879 loss: 1.4879 2022/08/16 21:41:30 - mmengine - INFO - Epoch(train) [196][2000/3757] lr: 1.0000e-03 eta: 19:43:21 time: 0.3181 data_time: 0.0194 memory: 9395 grad_norm: 8.1377 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3272 loss: 1.3272 2022/08/16 21:42:02 - mmengine - INFO - Epoch(train) [196][2100/3757] lr: 1.0000e-03 eta: 19:42:50 time: 0.3157 data_time: 0.0180 memory: 9395 grad_norm: 8.5292 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4723 loss: 1.4723 2022/08/16 21:42:34 - mmengine - INFO - Epoch(train) [196][2200/3757] lr: 1.0000e-03 eta: 19:42:19 time: 0.3172 data_time: 0.0189 memory: 9395 grad_norm: 7.7582 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3644 loss: 1.3644 2022/08/16 21:43:06 - mmengine - INFO - Epoch(train) [196][2300/3757] lr: 1.0000e-03 eta: 19:41:48 time: 0.3157 data_time: 0.0172 memory: 9395 grad_norm: 7.8987 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2506 loss: 1.2506 2022/08/16 21:43:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 21:43:38 - mmengine - INFO - Epoch(train) [196][2400/3757] lr: 1.0000e-03 eta: 19:41:17 time: 0.3174 data_time: 0.0171 memory: 9395 grad_norm: 8.0196 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4611 loss: 1.4611 2022/08/16 21:44:10 - mmengine - INFO - Epoch(train) [196][2500/3757] lr: 1.0000e-03 eta: 19:40:46 time: 0.3303 data_time: 0.0169 memory: 9395 grad_norm: 8.0007 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4961 loss: 1.4961 2022/08/16 21:44:42 - mmengine - INFO - Epoch(train) [196][2600/3757] lr: 1.0000e-03 eta: 19:40:15 time: 0.3190 data_time: 0.0180 memory: 9395 grad_norm: 8.0929 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7363 loss: 1.7363 2022/08/16 21:45:14 - mmengine - INFO - Epoch(train) [196][2700/3757] lr: 1.0000e-03 eta: 19:39:44 time: 0.3146 data_time: 0.0185 memory: 9395 grad_norm: 7.8166 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2478 loss: 1.2478 2022/08/16 21:45:46 - mmengine - INFO - Epoch(train) [196][2800/3757] lr: 1.0000e-03 eta: 19:39:13 time: 0.3161 data_time: 0.0167 memory: 9395 grad_norm: 8.6207 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5382 loss: 1.5382 2022/08/16 21:46:18 - mmengine - INFO - Epoch(train) [196][2900/3757] lr: 1.0000e-03 eta: 19:38:42 time: 0.3156 data_time: 0.0174 memory: 9395 grad_norm: 8.1453 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.5654 loss: 1.5654 2022/08/16 21:46:49 - mmengine - INFO - Epoch(train) [196][3000/3757] lr: 1.0000e-03 eta: 19:38:11 time: 0.3197 data_time: 0.0186 memory: 9395 grad_norm: 7.8480 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4088 loss: 1.4088 2022/08/16 21:47:21 - mmengine - INFO - Epoch(train) [196][3100/3757] lr: 1.0000e-03 eta: 19:37:40 time: 0.3166 data_time: 0.0172 memory: 9395 grad_norm: 8.4523 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3522 loss: 1.3522 2022/08/16 21:47:53 - mmengine - INFO - Epoch(train) [196][3200/3757] lr: 1.0000e-03 eta: 19:37:08 time: 0.3179 data_time: 0.0178 memory: 9395 grad_norm: 8.0168 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.4330 loss: 1.4330 2022/08/16 21:48:25 - mmengine - INFO - Epoch(train) [196][3300/3757] lr: 1.0000e-03 eta: 19:36:37 time: 0.3142 data_time: 0.0172 memory: 9395 grad_norm: 7.8838 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4590 loss: 1.4590 2022/08/16 21:48:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 21:48:57 - mmengine - INFO - Epoch(train) [196][3400/3757] lr: 1.0000e-03 eta: 19:36:06 time: 0.3145 data_time: 0.0179 memory: 9395 grad_norm: 7.8528 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6697 loss: 1.6697 2022/08/16 21:49:29 - mmengine - INFO - Epoch(train) [196][3500/3757] lr: 1.0000e-03 eta: 19:35:35 time: 0.3164 data_time: 0.0175 memory: 9395 grad_norm: 8.2314 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.3709 loss: 1.3709 2022/08/16 21:50:00 - mmengine - INFO - Epoch(train) [196][3600/3757] lr: 1.0000e-03 eta: 19:35:04 time: 0.3155 data_time: 0.0168 memory: 9395 grad_norm: 8.0792 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3774 loss: 1.3774 2022/08/16 21:50:33 - mmengine - INFO - Epoch(train) [196][3700/3757] lr: 1.0000e-03 eta: 19:34:33 time: 0.3330 data_time: 0.0185 memory: 9395 grad_norm: 8.1644 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5100 loss: 1.5100 2022/08/16 21:50:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 21:50:51 - mmengine - INFO - Epoch(train) [196][3757/3757] lr: 1.0000e-03 eta: 19:34:20 time: 0.3191 data_time: 0.0193 memory: 9395 grad_norm: 8.1678 top1_acc: 0.8571 top5_acc: 1.0000 loss_cls: 1.3776 loss: 1.3776 2022/08/16 21:50:51 - mmengine - INFO - Saving checkpoint at 196 epochs 2022/08/16 21:51:27 - mmengine - INFO - Epoch(train) [197][100/3757] lr: 1.0000e-04 eta: 19:33:43 time: 0.3152 data_time: 0.0181 memory: 9395 grad_norm: 8.0728 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3742 loss: 1.3742 2022/08/16 21:51:59 - mmengine - INFO - Epoch(train) [197][200/3757] lr: 1.0000e-04 eta: 19:33:12 time: 0.3161 data_time: 0.0175 memory: 9395 grad_norm: 8.0568 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1550 loss: 1.1550 2022/08/16 21:52:31 - mmengine - INFO - Epoch(train) [197][300/3757] lr: 1.0000e-04 eta: 19:32:40 time: 0.3278 data_time: 0.0188 memory: 9395 grad_norm: 8.0696 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3710 loss: 1.3710 2022/08/16 21:53:03 - mmengine - INFO - Epoch(train) [197][400/3757] lr: 1.0000e-04 eta: 19:32:09 time: 0.3179 data_time: 0.0167 memory: 9395 grad_norm: 7.9240 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5634 loss: 1.5634 2022/08/16 21:53:35 - mmengine - INFO - Epoch(train) [197][500/3757] lr: 1.0000e-04 eta: 19:31:38 time: 0.3146 data_time: 0.0164 memory: 9395 grad_norm: 8.0455 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5041 loss: 1.5041 2022/08/16 21:54:07 - mmengine - INFO - Epoch(train) [197][600/3757] lr: 1.0000e-04 eta: 19:31:07 time: 0.3160 data_time: 0.0172 memory: 9395 grad_norm: 8.1531 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4720 loss: 1.4720 2022/08/16 21:54:16 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 21:54:39 - mmengine - INFO - Epoch(train) [197][700/3757] lr: 1.0000e-04 eta: 19:30:36 time: 0.3153 data_time: 0.0178 memory: 9395 grad_norm: 7.9802 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4998 loss: 1.4998 2022/08/16 21:55:11 - mmengine - INFO - Epoch(train) [197][800/3757] lr: 1.0000e-04 eta: 19:30:05 time: 0.3180 data_time: 0.0191 memory: 9395 grad_norm: 7.9614 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4189 loss: 1.4189 2022/08/16 21:55:43 - mmengine - INFO - Epoch(train) [197][900/3757] lr: 1.0000e-04 eta: 19:29:34 time: 0.3198 data_time: 0.0187 memory: 9395 grad_norm: 8.0298 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1452 loss: 1.1452 2022/08/16 21:56:15 - mmengine - INFO - Epoch(train) [197][1000/3757] lr: 1.0000e-04 eta: 19:29:03 time: 0.3156 data_time: 0.0171 memory: 9395 grad_norm: 8.1499 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4263 loss: 1.4263 2022/08/16 21:56:47 - mmengine - INFO - Epoch(train) [197][1100/3757] lr: 1.0000e-04 eta: 19:28:32 time: 0.3147 data_time: 0.0174 memory: 9395 grad_norm: 7.9904 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4888 loss: 1.4888 2022/08/16 21:57:18 - mmengine - INFO - Epoch(train) [197][1200/3757] lr: 1.0000e-04 eta: 19:28:01 time: 0.3155 data_time: 0.0168 memory: 9395 grad_norm: 7.9829 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.3325 loss: 1.3325 2022/08/16 21:57:50 - mmengine - INFO - Epoch(train) [197][1300/3757] lr: 1.0000e-04 eta: 19:27:30 time: 0.3183 data_time: 0.0218 memory: 9395 grad_norm: 7.8507 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.0854 loss: 1.0854 2022/08/16 21:58:22 - mmengine - INFO - Epoch(train) [197][1400/3757] lr: 1.0000e-04 eta: 19:26:58 time: 0.3231 data_time: 0.0182 memory: 9395 grad_norm: 8.0619 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3281 loss: 1.3281 2022/08/16 21:58:54 - mmengine - INFO - Epoch(train) [197][1500/3757] lr: 1.0000e-04 eta: 19:26:27 time: 0.3161 data_time: 0.0180 memory: 9395 grad_norm: 8.1652 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1825 loss: 1.1825 2022/08/16 21:59:26 - mmengine - INFO - Epoch(train) [197][1600/3757] lr: 1.0000e-04 eta: 19:25:56 time: 0.3168 data_time: 0.0189 memory: 9395 grad_norm: 8.0553 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3654 loss: 1.3654 2022/08/16 21:59:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 21:59:58 - mmengine - INFO - Epoch(train) [197][1700/3757] lr: 1.0000e-04 eta: 19:25:25 time: 0.3151 data_time: 0.0183 memory: 9395 grad_norm: 8.1011 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5673 loss: 1.5673 2022/08/16 22:00:30 - mmengine - INFO - Epoch(train) [197][1800/3757] lr: 1.0000e-04 eta: 19:24:54 time: 0.3170 data_time: 0.0192 memory: 9395 grad_norm: 7.8538 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2585 loss: 1.2585 2022/08/16 22:01:02 - mmengine - INFO - Epoch(train) [197][1900/3757] lr: 1.0000e-04 eta: 19:24:23 time: 0.3162 data_time: 0.0168 memory: 9395 grad_norm: 7.9735 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4431 loss: 1.4431 2022/08/16 22:01:33 - mmengine - INFO - Epoch(train) [197][2000/3757] lr: 1.0000e-04 eta: 19:23:52 time: 0.3180 data_time: 0.0183 memory: 9395 grad_norm: 7.8952 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4924 loss: 1.4924 2022/08/16 22:02:05 - mmengine - INFO - Epoch(train) [197][2100/3757] lr: 1.0000e-04 eta: 19:23:21 time: 0.3157 data_time: 0.0176 memory: 9395 grad_norm: 8.0665 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6910 loss: 1.6910 2022/08/16 22:02:37 - mmengine - INFO - Epoch(train) [197][2200/3757] lr: 1.0000e-04 eta: 19:22:50 time: 0.3151 data_time: 0.0168 memory: 9395 grad_norm: 7.9448 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.4167 loss: 1.4167 2022/08/16 22:03:09 - mmengine - INFO - Epoch(train) [197][2300/3757] lr: 1.0000e-04 eta: 19:22:19 time: 0.3153 data_time: 0.0170 memory: 9395 grad_norm: 8.2451 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2914 loss: 1.2914 2022/08/16 22:03:41 - mmengine - INFO - Epoch(train) [197][2400/3757] lr: 1.0000e-04 eta: 19:21:47 time: 0.3148 data_time: 0.0173 memory: 9395 grad_norm: 8.0674 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5076 loss: 1.5076 2022/08/16 22:04:13 - mmengine - INFO - Epoch(train) [197][2500/3757] lr: 1.0000e-04 eta: 19:21:16 time: 0.3201 data_time: 0.0181 memory: 9395 grad_norm: 8.1944 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6274 loss: 1.6274 2022/08/16 22:04:45 - mmengine - INFO - Epoch(train) [197][2600/3757] lr: 1.0000e-04 eta: 19:20:45 time: 0.3163 data_time: 0.0167 memory: 9395 grad_norm: 8.0521 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.4294 loss: 1.4294 2022/08/16 22:04:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 22:05:16 - mmengine - INFO - Epoch(train) [197][2700/3757] lr: 1.0000e-04 eta: 19:20:14 time: 0.3153 data_time: 0.0179 memory: 9395 grad_norm: 8.2817 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3403 loss: 1.3403 2022/08/16 22:05:48 - mmengine - INFO - Epoch(train) [197][2800/3757] lr: 1.0000e-04 eta: 19:19:43 time: 0.3147 data_time: 0.0175 memory: 9395 grad_norm: 8.2456 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2107 loss: 1.2107 2022/08/16 22:06:20 - mmengine - INFO - Epoch(train) [197][2900/3757] lr: 1.0000e-04 eta: 19:19:12 time: 0.3141 data_time: 0.0173 memory: 9395 grad_norm: 8.1211 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2053 loss: 1.2053 2022/08/16 22:06:52 - mmengine - INFO - Epoch(train) [197][3000/3757] lr: 1.0000e-04 eta: 19:18:41 time: 0.3304 data_time: 0.0177 memory: 9395 grad_norm: 7.9336 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3245 loss: 1.3245 2022/08/16 22:07:24 - mmengine - INFO - Epoch(train) [197][3100/3757] lr: 1.0000e-04 eta: 19:18:10 time: 0.3161 data_time: 0.0180 memory: 9395 grad_norm: 7.9953 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6352 loss: 1.6352 2022/08/16 22:07:56 - mmengine - INFO - Epoch(train) [197][3200/3757] lr: 1.0000e-04 eta: 19:17:39 time: 0.3165 data_time: 0.0188 memory: 9395 grad_norm: 8.1173 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5422 loss: 1.5422 2022/08/16 22:08:27 - mmengine - INFO - Epoch(train) [197][3300/3757] lr: 1.0000e-04 eta: 19:17:07 time: 0.3148 data_time: 0.0171 memory: 9395 grad_norm: 8.2526 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.2490 loss: 1.2490 2022/08/16 22:08:59 - mmengine - INFO - Epoch(train) [197][3400/3757] lr: 1.0000e-04 eta: 19:16:36 time: 0.3147 data_time: 0.0171 memory: 9395 grad_norm: 7.9327 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3662 loss: 1.3662 2022/08/16 22:09:31 - mmengine - INFO - Epoch(train) [197][3500/3757] lr: 1.0000e-04 eta: 19:16:05 time: 0.3169 data_time: 0.0166 memory: 9395 grad_norm: 7.9078 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4134 loss: 1.4134 2022/08/16 22:10:03 - mmengine - INFO - Epoch(train) [197][3600/3757] lr: 1.0000e-04 eta: 19:15:34 time: 0.3159 data_time: 0.0186 memory: 9395 grad_norm: 7.7418 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.1194 loss: 1.1194 2022/08/16 22:10:12 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 22:10:35 - mmengine - INFO - Epoch(train) [197][3700/3757] lr: 1.0000e-04 eta: 19:15:03 time: 0.3207 data_time: 0.0196 memory: 9395 grad_norm: 8.1975 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5102 loss: 1.5102 2022/08/16 22:10:53 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 22:10:53 - mmengine - INFO - Epoch(train) [197][3757/3757] lr: 1.0000e-04 eta: 19:14:51 time: 0.3149 data_time: 0.0184 memory: 9395 grad_norm: 7.8295 top1_acc: 0.4286 top5_acc: 0.8571 loss_cls: 1.5686 loss: 1.5686 2022/08/16 22:11:27 - mmengine - INFO - Epoch(train) [198][100/3757] lr: 1.0000e-04 eta: 19:14:13 time: 0.3142 data_time: 0.0168 memory: 9395 grad_norm: 7.7622 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.4093 loss: 1.4093 2022/08/16 22:11:59 - mmengine - INFO - Epoch(train) [198][200/3757] lr: 1.0000e-04 eta: 19:13:42 time: 0.3150 data_time: 0.0167 memory: 9395 grad_norm: 7.8655 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4823 loss: 1.4823 2022/08/16 22:12:31 - mmengine - INFO - Epoch(train) [198][300/3757] lr: 1.0000e-04 eta: 19:13:11 time: 0.3213 data_time: 0.0179 memory: 9395 grad_norm: 8.0301 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.4493 loss: 1.4493 2022/08/16 22:13:03 - mmengine - INFO - Epoch(train) [198][400/3757] lr: 1.0000e-04 eta: 19:12:40 time: 0.3146 data_time: 0.0166 memory: 9395 grad_norm: 8.4070 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4529 loss: 1.4529 2022/08/16 22:13:34 - mmengine - INFO - Epoch(train) [198][500/3757] lr: 1.0000e-04 eta: 19:12:09 time: 0.3176 data_time: 0.0176 memory: 9395 grad_norm: 8.2063 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.3067 loss: 1.3067 2022/08/16 22:14:06 - mmengine - INFO - Epoch(train) [198][600/3757] lr: 1.0000e-04 eta: 19:11:38 time: 0.3156 data_time: 0.0168 memory: 9395 grad_norm: 8.1349 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2937 loss: 1.2937 2022/08/16 22:14:38 - mmengine - INFO - Epoch(train) [198][700/3757] lr: 1.0000e-04 eta: 19:11:07 time: 0.3154 data_time: 0.0179 memory: 9395 grad_norm: 8.1343 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2144 loss: 1.2144 2022/08/16 22:15:10 - mmengine - INFO - Epoch(train) [198][800/3757] lr: 1.0000e-04 eta: 19:10:35 time: 0.3155 data_time: 0.0161 memory: 9395 grad_norm: 8.2678 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4551 loss: 1.4551 2022/08/16 22:15:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 22:15:42 - mmengine - INFO - Epoch(train) [198][900/3757] lr: 1.0000e-04 eta: 19:10:04 time: 0.3169 data_time: 0.0174 memory: 9395 grad_norm: 8.0806 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3690 loss: 1.3690 2022/08/16 22:16:14 - mmengine - INFO - Epoch(train) [198][1000/3757] lr: 1.0000e-04 eta: 19:09:33 time: 0.3171 data_time: 0.0185 memory: 9395 grad_norm: 8.1611 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4080 loss: 1.4080 2022/08/16 22:16:45 - mmengine - INFO - Epoch(train) [198][1100/3757] lr: 1.0000e-04 eta: 19:09:02 time: 0.3136 data_time: 0.0176 memory: 9395 grad_norm: 7.8844 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2985 loss: 1.2985 2022/08/16 22:17:17 - mmengine - INFO - Epoch(train) [198][1200/3757] lr: 1.0000e-04 eta: 19:08:31 time: 0.3179 data_time: 0.0183 memory: 9395 grad_norm: 8.0605 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5448 loss: 1.5448 2022/08/16 22:17:49 - mmengine - INFO - Epoch(train) [198][1300/3757] lr: 1.0000e-04 eta: 19:08:00 time: 0.3152 data_time: 0.0165 memory: 9395 grad_norm: 8.2092 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4668 loss: 1.4668 2022/08/16 22:18:21 - mmengine - INFO - Epoch(train) [198][1400/3757] lr: 1.0000e-04 eta: 19:07:29 time: 0.3161 data_time: 0.0173 memory: 9395 grad_norm: 7.8424 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2757 loss: 1.2757 2022/08/16 22:18:53 - mmengine - INFO - Epoch(train) [198][1500/3757] lr: 1.0000e-04 eta: 19:06:58 time: 0.3205 data_time: 0.0177 memory: 9395 grad_norm: 8.3473 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.2912 loss: 1.2912 2022/08/16 22:19:25 - mmengine - INFO - Epoch(train) [198][1600/3757] lr: 1.0000e-04 eta: 19:06:26 time: 0.3162 data_time: 0.0177 memory: 9395 grad_norm: 7.8650 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3991 loss: 1.3991 2022/08/16 22:19:57 - mmengine - INFO - Epoch(train) [198][1700/3757] lr: 1.0000e-04 eta: 19:05:55 time: 0.3194 data_time: 0.0191 memory: 9395 grad_norm: 7.9475 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.3992 loss: 1.3992 2022/08/16 22:20:29 - mmengine - INFO - Epoch(train) [198][1800/3757] lr: 1.0000e-04 eta: 19:05:24 time: 0.3180 data_time: 0.0197 memory: 9395 grad_norm: 7.6356 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2466 loss: 1.2466 2022/08/16 22:20:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 22:21:01 - mmengine - INFO - Epoch(train) [198][1900/3757] lr: 1.0000e-04 eta: 19:04:53 time: 0.3146 data_time: 0.0176 memory: 9395 grad_norm: 8.1709 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2459 loss: 1.2459 2022/08/16 22:21:32 - mmengine - INFO - Epoch(train) [198][2000/3757] lr: 1.0000e-04 eta: 19:04:22 time: 0.3167 data_time: 0.0167 memory: 9395 grad_norm: 8.1005 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3036 loss: 1.3036 2022/08/16 22:22:04 - mmengine - INFO - Epoch(train) [198][2100/3757] lr: 1.0000e-04 eta: 19:03:51 time: 0.3145 data_time: 0.0175 memory: 9395 grad_norm: 7.9250 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4002 loss: 1.4002 2022/08/16 22:22:36 - mmengine - INFO - Epoch(train) [198][2200/3757] lr: 1.0000e-04 eta: 19:03:20 time: 0.3161 data_time: 0.0182 memory: 9395 grad_norm: 7.8538 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.4275 loss: 1.4275 2022/08/16 22:23:08 - mmengine - INFO - Epoch(train) [198][2300/3757] lr: 1.0000e-04 eta: 19:02:49 time: 0.3176 data_time: 0.0177 memory: 9395 grad_norm: 8.4429 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.5139 loss: 1.5139 2022/08/16 22:23:39 - mmengine - INFO - Epoch(train) [198][2400/3757] lr: 1.0000e-04 eta: 19:02:18 time: 0.3157 data_time: 0.0175 memory: 9395 grad_norm: 8.1026 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4853 loss: 1.4853 2022/08/16 22:24:11 - mmengine - INFO - Epoch(train) [198][2500/3757] lr: 1.0000e-04 eta: 19:01:46 time: 0.3143 data_time: 0.0169 memory: 9395 grad_norm: 8.0108 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3327 loss: 1.3327 2022/08/16 22:24:43 - mmengine - INFO - Epoch(train) [198][2600/3757] lr: 1.0000e-04 eta: 19:01:15 time: 0.3156 data_time: 0.0193 memory: 9395 grad_norm: 8.3477 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3913 loss: 1.3913 2022/08/16 22:25:15 - mmengine - INFO - Epoch(train) [198][2700/3757] lr: 1.0000e-04 eta: 19:00:44 time: 0.3147 data_time: 0.0165 memory: 9395 grad_norm: 8.1758 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4268 loss: 1.4268 2022/08/16 22:25:47 - mmengine - INFO - Epoch(train) [198][2800/3757] lr: 1.0000e-04 eta: 19:00:13 time: 0.3153 data_time: 0.0183 memory: 9395 grad_norm: 7.8906 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.1897 loss: 1.1897 2022/08/16 22:26:09 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 22:26:19 - mmengine - INFO - Epoch(train) [198][2900/3757] lr: 1.0000e-04 eta: 18:59:42 time: 0.3164 data_time: 0.0167 memory: 9395 grad_norm: 8.0681 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6284 loss: 1.6284 2022/08/16 22:26:50 - mmengine - INFO - Epoch(train) [198][3000/3757] lr: 1.0000e-04 eta: 18:59:11 time: 0.3143 data_time: 0.0170 memory: 9395 grad_norm: 8.2766 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4052 loss: 1.4052 2022/08/16 22:27:22 - mmengine - INFO - Epoch(train) [198][3100/3757] lr: 1.0000e-04 eta: 18:58:40 time: 0.3167 data_time: 0.0179 memory: 9395 grad_norm: 8.2673 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.6001 loss: 1.6001 2022/08/16 22:27:54 - mmengine - INFO - Epoch(train) [198][3200/3757] lr: 1.0000e-04 eta: 18:58:09 time: 0.3195 data_time: 0.0170 memory: 9395 grad_norm: 7.8349 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4316 loss: 1.4316 2022/08/16 22:28:26 - mmengine - INFO - Epoch(train) [198][3300/3757] lr: 1.0000e-04 eta: 18:57:37 time: 0.3163 data_time: 0.0177 memory: 9395 grad_norm: 8.1378 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2339 loss: 1.2339 2022/08/16 22:28:58 - mmengine - INFO - Epoch(train) [198][3400/3757] lr: 1.0000e-04 eta: 18:57:06 time: 0.3166 data_time: 0.0167 memory: 9395 grad_norm: 7.9265 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4375 loss: 1.4375 2022/08/16 22:29:30 - mmengine - INFO - Epoch(train) [198][3500/3757] lr: 1.0000e-04 eta: 18:56:35 time: 0.3171 data_time: 0.0171 memory: 9395 grad_norm: 8.2597 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4515 loss: 1.4515 2022/08/16 22:30:01 - mmengine - INFO - Epoch(train) [198][3600/3757] lr: 1.0000e-04 eta: 18:56:04 time: 0.3169 data_time: 0.0180 memory: 9395 grad_norm: 8.0075 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.1780 loss: 1.1780 2022/08/16 22:30:33 - mmengine - INFO - Epoch(train) [198][3700/3757] lr: 1.0000e-04 eta: 18:55:33 time: 0.3171 data_time: 0.0173 memory: 9395 grad_norm: 8.0093 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4014 loss: 1.4014 2022/08/16 22:30:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 22:30:51 - mmengine - INFO - Epoch(train) [198][3757/3757] lr: 1.0000e-04 eta: 18:55:21 time: 0.3077 data_time: 0.0172 memory: 9395 grad_norm: 7.7684 top1_acc: 0.5714 top5_acc: 0.7143 loss_cls: 1.4328 loss: 1.4328 2022/08/16 22:31:25 - mmengine - INFO - Epoch(train) [199][100/3757] lr: 1.0000e-04 eta: 18:54:43 time: 0.3189 data_time: 0.0180 memory: 9395 grad_norm: 7.8954 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0626 loss: 1.0626 2022/08/16 22:31:29 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 22:31:57 - mmengine - INFO - Epoch(train) [199][200/3757] lr: 1.0000e-04 eta: 18:54:12 time: 0.3176 data_time: 0.0177 memory: 9395 grad_norm: 7.8490 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2829 loss: 1.2829 2022/08/16 22:32:28 - mmengine - INFO - Epoch(train) [199][300/3757] lr: 1.0000e-04 eta: 18:53:41 time: 0.3152 data_time: 0.0174 memory: 9395 grad_norm: 8.2427 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3531 loss: 1.3531 2022/08/16 22:33:00 - mmengine - INFO - Epoch(train) [199][400/3757] lr: 1.0000e-04 eta: 18:53:10 time: 0.3170 data_time: 0.0177 memory: 9395 grad_norm: 8.0045 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3582 loss: 1.3582 2022/08/16 22:33:32 - mmengine - INFO - Epoch(train) [199][500/3757] lr: 1.0000e-04 eta: 18:52:38 time: 0.3160 data_time: 0.0170 memory: 9395 grad_norm: 8.1922 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4183 loss: 1.4183 2022/08/16 22:34:04 - mmengine - INFO - Epoch(train) [199][600/3757] lr: 1.0000e-04 eta: 18:52:07 time: 0.3160 data_time: 0.0183 memory: 9395 grad_norm: 8.3433 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3602 loss: 1.3602 2022/08/16 22:34:36 - mmengine - INFO - Epoch(train) [199][700/3757] lr: 1.0000e-04 eta: 18:51:36 time: 0.3191 data_time: 0.0170 memory: 9395 grad_norm: 7.8991 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5118 loss: 1.5118 2022/08/16 22:35:08 - mmengine - INFO - Epoch(train) [199][800/3757] lr: 1.0000e-04 eta: 18:51:05 time: 0.3161 data_time: 0.0186 memory: 9395 grad_norm: 8.3396 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4054 loss: 1.4054 2022/08/16 22:35:40 - mmengine - INFO - Epoch(train) [199][900/3757] lr: 1.0000e-04 eta: 18:50:34 time: 0.3176 data_time: 0.0186 memory: 9395 grad_norm: 7.9614 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5334 loss: 1.5334 2022/08/16 22:36:12 - mmengine - INFO - Epoch(train) [199][1000/3757] lr: 1.0000e-04 eta: 18:50:03 time: 0.3165 data_time: 0.0175 memory: 9395 grad_norm: 8.2893 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5542 loss: 1.5542 2022/08/16 22:36:44 - mmengine - INFO - Epoch(train) [199][1100/3757] lr: 1.0000e-04 eta: 18:49:32 time: 0.3341 data_time: 0.0180 memory: 9395 grad_norm: 8.3692 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2800 loss: 1.2800 2022/08/16 22:36:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 22:37:16 - mmengine - INFO - Epoch(train) [199][1200/3757] lr: 1.0000e-04 eta: 18:49:01 time: 0.3174 data_time: 0.0202 memory: 9395 grad_norm: 7.9948 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5100 loss: 1.5100 2022/08/16 22:37:48 - mmengine - INFO - Epoch(train) [199][1300/3757] lr: 1.0000e-04 eta: 18:48:30 time: 0.3200 data_time: 0.0187 memory: 9395 grad_norm: 7.9458 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5203 loss: 1.5203 2022/08/16 22:38:20 - mmengine - INFO - Epoch(train) [199][1400/3757] lr: 1.0000e-04 eta: 18:47:59 time: 0.3158 data_time: 0.0167 memory: 9395 grad_norm: 8.0819 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5047 loss: 1.5047 2022/08/16 22:38:52 - mmengine - INFO - Epoch(train) [199][1500/3757] lr: 1.0000e-04 eta: 18:47:28 time: 0.3146 data_time: 0.0168 memory: 9395 grad_norm: 8.0330 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2783 loss: 1.2783 2022/08/16 22:39:23 - mmengine - INFO - Epoch(train) [199][1600/3757] lr: 1.0000e-04 eta: 18:46:56 time: 0.3176 data_time: 0.0169 memory: 9395 grad_norm: 8.1398 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3927 loss: 1.3927 2022/08/16 22:39:55 - mmengine - INFO - Epoch(train) [199][1700/3757] lr: 1.0000e-04 eta: 18:46:25 time: 0.3169 data_time: 0.0185 memory: 9395 grad_norm: 7.9686 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2856 loss: 1.2856 2022/08/16 22:40:27 - mmengine - INFO - Epoch(train) [199][1800/3757] lr: 1.0000e-04 eta: 18:45:54 time: 0.3175 data_time: 0.0169 memory: 9395 grad_norm: 8.0730 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1641 loss: 1.1641 2022/08/16 22:40:59 - mmengine - INFO - Epoch(train) [199][1900/3757] lr: 1.0000e-04 eta: 18:45:23 time: 0.3180 data_time: 0.0190 memory: 9395 grad_norm: 8.1211 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3644 loss: 1.3644 2022/08/16 22:41:31 - mmengine - INFO - Epoch(train) [199][2000/3757] lr: 1.0000e-04 eta: 18:44:52 time: 0.3165 data_time: 0.0174 memory: 9395 grad_norm: 7.8713 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2991 loss: 1.2991 2022/08/16 22:42:03 - mmengine - INFO - Epoch(train) [199][2100/3757] lr: 1.0000e-04 eta: 18:44:21 time: 0.3157 data_time: 0.0171 memory: 9395 grad_norm: 8.3071 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.4153 loss: 1.4153 2022/08/16 22:42:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 22:42:35 - mmengine - INFO - Epoch(train) [199][2200/3757] lr: 1.0000e-04 eta: 18:43:50 time: 0.3201 data_time: 0.0171 memory: 9395 grad_norm: 7.7765 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.2869 loss: 1.2869 2022/08/16 22:43:06 - mmengine - INFO - Epoch(train) [199][2300/3757] lr: 1.0000e-04 eta: 18:43:19 time: 0.3163 data_time: 0.0180 memory: 9395 grad_norm: 7.9449 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0831 loss: 1.0831 2022/08/16 22:43:38 - mmengine - INFO - Epoch(train) [199][2400/3757] lr: 1.0000e-04 eta: 18:42:48 time: 0.3159 data_time: 0.0176 memory: 9395 grad_norm: 7.9848 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3960 loss: 1.3960 2022/08/16 22:44:10 - mmengine - INFO - Epoch(train) [199][2500/3757] lr: 1.0000e-04 eta: 18:42:16 time: 0.3153 data_time: 0.0177 memory: 9395 grad_norm: 8.1532 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3387 loss: 1.3387 2022/08/16 22:44:42 - mmengine - INFO - Epoch(train) [199][2600/3757] lr: 1.0000e-04 eta: 18:41:45 time: 0.3159 data_time: 0.0164 memory: 9395 grad_norm: 8.1890 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5343 loss: 1.5343 2022/08/16 22:45:14 - mmengine - INFO - Epoch(train) [199][2700/3757] lr: 1.0000e-04 eta: 18:41:14 time: 0.3358 data_time: 0.0190 memory: 9395 grad_norm: 8.1276 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.4334 loss: 1.4334 2022/08/16 22:45:46 - mmengine - INFO - Epoch(train) [199][2800/3757] lr: 1.0000e-04 eta: 18:40:43 time: 0.3171 data_time: 0.0167 memory: 9395 grad_norm: 7.6478 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2504 loss: 1.2504 2022/08/16 22:46:18 - mmengine - INFO - Epoch(train) [199][2900/3757] lr: 1.0000e-04 eta: 18:40:12 time: 0.3154 data_time: 0.0173 memory: 9395 grad_norm: 7.6814 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2752 loss: 1.2752 2022/08/16 22:46:50 - mmengine - INFO - Epoch(train) [199][3000/3757] lr: 1.0000e-04 eta: 18:39:41 time: 0.3280 data_time: 0.0180 memory: 9395 grad_norm: 8.5420 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4931 loss: 1.4931 2022/08/16 22:47:22 - mmengine - INFO - Epoch(train) [199][3100/3757] lr: 1.0000e-04 eta: 18:39:10 time: 0.3166 data_time: 0.0178 memory: 9395 grad_norm: 8.0351 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1872 loss: 1.1872 2022/08/16 22:47:26 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 22:47:53 - mmengine - INFO - Epoch(train) [199][3200/3757] lr: 1.0000e-04 eta: 18:38:39 time: 0.3154 data_time: 0.0171 memory: 9395 grad_norm: 8.1554 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3093 loss: 1.3093 2022/08/16 22:48:25 - mmengine - INFO - Epoch(train) [199][3300/3757] lr: 1.0000e-04 eta: 18:38:08 time: 0.3190 data_time: 0.0167 memory: 9395 grad_norm: 8.1062 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4551 loss: 1.4551 2022/08/16 22:48:57 - mmengine - INFO - Epoch(train) [199][3400/3757] lr: 1.0000e-04 eta: 18:37:36 time: 0.3164 data_time: 0.0171 memory: 9395 grad_norm: 8.0776 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2907 loss: 1.2907 2022/08/16 22:49:29 - mmengine - INFO - Epoch(train) [199][3500/3757] lr: 1.0000e-04 eta: 18:37:05 time: 0.3207 data_time: 0.0183 memory: 9395 grad_norm: 8.1131 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4277 loss: 1.4277 2022/08/16 22:50:01 - mmengine - INFO - Epoch(train) [199][3600/3757] lr: 1.0000e-04 eta: 18:36:34 time: 0.3155 data_time: 0.0175 memory: 9395 grad_norm: 8.4476 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2662 loss: 1.2662 2022/08/16 22:50:33 - mmengine - INFO - Epoch(train) [199][3700/3757] lr: 1.0000e-04 eta: 18:36:03 time: 0.3171 data_time: 0.0177 memory: 9395 grad_norm: 8.0241 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3588 loss: 1.3588 2022/08/16 22:50:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 22:50:51 - mmengine - INFO - Epoch(train) [199][3757/3757] lr: 1.0000e-04 eta: 18:35:51 time: 0.3102 data_time: 0.0176 memory: 9395 grad_norm: 8.0532 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 1.2896 loss: 1.2896 2022/08/16 22:51:25 - mmengine - INFO - Epoch(train) [200][100/3757] lr: 1.0000e-04 eta: 18:35:13 time: 0.3392 data_time: 0.0186 memory: 9395 grad_norm: 8.3303 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4373 loss: 1.4373 2022/08/16 22:51:57 - mmengine - INFO - Epoch(train) [200][200/3757] lr: 1.0000e-04 eta: 18:34:42 time: 0.3163 data_time: 0.0178 memory: 9395 grad_norm: 8.2909 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1555 loss: 1.1555 2022/08/16 22:52:28 - mmengine - INFO - Epoch(train) [200][300/3757] lr: 1.0000e-04 eta: 18:34:11 time: 0.3162 data_time: 0.0175 memory: 9395 grad_norm: 8.2260 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2323 loss: 1.2323 2022/08/16 22:52:47 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 22:53:00 - mmengine - INFO - Epoch(train) [200][400/3757] lr: 1.0000e-04 eta: 18:33:40 time: 0.3194 data_time: 0.0166 memory: 9395 grad_norm: 8.2169 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2507 loss: 1.2507 2022/08/16 22:53:32 - mmengine - INFO - Epoch(train) [200][500/3757] lr: 1.0000e-04 eta: 18:33:09 time: 0.3149 data_time: 0.0169 memory: 9395 grad_norm: 8.3494 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3934 loss: 1.3934 2022/08/16 22:54:04 - mmengine - INFO - Epoch(train) [200][600/3757] lr: 1.0000e-04 eta: 18:32:38 time: 0.3151 data_time: 0.0179 memory: 9395 grad_norm: 8.0686 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1653 loss: 1.1653 2022/08/16 22:54:36 - mmengine - INFO - Epoch(train) [200][700/3757] lr: 1.0000e-04 eta: 18:32:07 time: 0.3220 data_time: 0.0182 memory: 9395 grad_norm: 8.2100 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5581 loss: 1.5581 2022/08/16 22:55:08 - mmengine - INFO - Epoch(train) [200][800/3757] lr: 1.0000e-04 eta: 18:31:35 time: 0.3159 data_time: 0.0179 memory: 9395 grad_norm: 7.7265 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3048 loss: 1.3048 2022/08/16 22:55:40 - mmengine - INFO - Epoch(train) [200][900/3757] lr: 1.0000e-04 eta: 18:31:04 time: 0.3163 data_time: 0.0182 memory: 9395 grad_norm: 8.2940 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3860 loss: 1.3860 2022/08/16 22:56:11 - mmengine - INFO - Epoch(train) [200][1000/3757] lr: 1.0000e-04 eta: 18:30:33 time: 0.3157 data_time: 0.0167 memory: 9395 grad_norm: 8.2437 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.3940 loss: 1.3940 2022/08/16 22:56:43 - mmengine - INFO - Epoch(train) [200][1100/3757] lr: 1.0000e-04 eta: 18:30:02 time: 0.3155 data_time: 0.0168 memory: 9395 grad_norm: 7.9213 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3784 loss: 1.3784 2022/08/16 22:57:15 - mmengine - INFO - Epoch(train) [200][1200/3757] lr: 1.0000e-04 eta: 18:29:31 time: 0.3179 data_time: 0.0184 memory: 9395 grad_norm: 8.3235 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7682 loss: 1.7682 2022/08/16 22:57:47 - mmengine - INFO - Epoch(train) [200][1300/3757] lr: 1.0000e-04 eta: 18:29:00 time: 0.3150 data_time: 0.0170 memory: 9395 grad_norm: 8.4553 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6424 loss: 1.6424 2022/08/16 22:58:05 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 22:58:19 - mmengine - INFO - Epoch(train) [200][1400/3757] lr: 1.0000e-04 eta: 18:28:29 time: 0.3186 data_time: 0.0183 memory: 9395 grad_norm: 7.8385 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5362 loss: 1.5362 2022/08/16 22:58:50 - mmengine - INFO - Epoch(train) [200][1500/3757] lr: 1.0000e-04 eta: 18:27:57 time: 0.3172 data_time: 0.0172 memory: 9395 grad_norm: 8.0460 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3938 loss: 1.3938 2022/08/16 22:59:22 - mmengine - INFO - Epoch(train) [200][1600/3757] lr: 1.0000e-04 eta: 18:27:26 time: 0.3177 data_time: 0.0168 memory: 9395 grad_norm: 8.2007 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5609 loss: 1.5609 2022/08/16 22:59:54 - mmengine - INFO - Epoch(train) [200][1700/3757] lr: 1.0000e-04 eta: 18:26:55 time: 0.3157 data_time: 0.0166 memory: 9395 grad_norm: 8.2395 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3942 loss: 1.3942 2022/08/16 23:00:26 - mmengine - INFO - Epoch(train) [200][1800/3757] lr: 1.0000e-04 eta: 18:26:24 time: 0.3179 data_time: 0.0182 memory: 9395 grad_norm: 7.7573 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2283 loss: 1.2283 2022/08/16 23:00:58 - mmengine - INFO - Epoch(train) [200][1900/3757] lr: 1.0000e-04 eta: 18:25:53 time: 0.3166 data_time: 0.0176 memory: 9395 grad_norm: 8.3932 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3856 loss: 1.3856 2022/08/16 23:01:30 - mmengine - INFO - Epoch(train) [200][2000/3757] lr: 1.0000e-04 eta: 18:25:22 time: 0.3213 data_time: 0.0183 memory: 9395 grad_norm: 8.2331 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2653 loss: 1.2653 2022/08/16 23:02:01 - mmengine - INFO - Epoch(train) [200][2100/3757] lr: 1.0000e-04 eta: 18:24:51 time: 0.3152 data_time: 0.0175 memory: 9395 grad_norm: 8.3095 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4354 loss: 1.4354 2022/08/16 23:02:33 - mmengine - INFO - Epoch(train) [200][2200/3757] lr: 1.0000e-04 eta: 18:24:19 time: 0.3159 data_time: 0.0172 memory: 9395 grad_norm: 8.1255 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2817 loss: 1.2817 2022/08/16 23:03:05 - mmengine - INFO - Epoch(train) [200][2300/3757] lr: 1.0000e-04 eta: 18:23:48 time: 0.3167 data_time: 0.0182 memory: 9395 grad_norm: 8.1128 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.2170 loss: 1.2170 2022/08/16 23:03:23 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 23:03:37 - mmengine - INFO - Epoch(train) [200][2400/3757] lr: 1.0000e-04 eta: 18:23:17 time: 0.3144 data_time: 0.0170 memory: 9395 grad_norm: 8.2891 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5112 loss: 1.5112 2022/08/16 23:04:09 - mmengine - INFO - Epoch(train) [200][2500/3757] lr: 1.0000e-04 eta: 18:22:46 time: 0.3194 data_time: 0.0179 memory: 9395 grad_norm: 8.2815 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4681 loss: 1.4681 2022/08/16 23:04:40 - mmengine - INFO - Epoch(train) [200][2600/3757] lr: 1.0000e-04 eta: 18:22:15 time: 0.3153 data_time: 0.0172 memory: 9395 grad_norm: 8.0362 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3219 loss: 1.3219 2022/08/16 23:05:12 - mmengine - INFO - Epoch(train) [200][2700/3757] lr: 1.0000e-04 eta: 18:21:44 time: 0.3156 data_time: 0.0168 memory: 9395 grad_norm: 8.1507 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4891 loss: 1.4891 2022/08/16 23:05:44 - mmengine - INFO - Epoch(train) [200][2800/3757] lr: 1.0000e-04 eta: 18:21:13 time: 0.3147 data_time: 0.0170 memory: 9395 grad_norm: 8.2746 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5367 loss: 1.5367 2022/08/16 23:06:16 - mmengine - INFO - Epoch(train) [200][2900/3757] lr: 1.0000e-04 eta: 18:20:42 time: 0.3146 data_time: 0.0171 memory: 9395 grad_norm: 8.3082 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4377 loss: 1.4377 2022/08/16 23:06:48 - mmengine - INFO - Epoch(train) [200][3000/3757] lr: 1.0000e-04 eta: 18:20:10 time: 0.3167 data_time: 0.0178 memory: 9395 grad_norm: 8.1605 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5445 loss: 1.5445 2022/08/16 23:07:19 - mmengine - INFO - Epoch(train) [200][3100/3757] lr: 1.0000e-04 eta: 18:19:39 time: 0.3150 data_time: 0.0168 memory: 9395 grad_norm: 8.3496 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4695 loss: 1.4695 2022/08/16 23:07:51 - mmengine - INFO - Epoch(train) [200][3200/3757] lr: 1.0000e-04 eta: 18:19:08 time: 0.3192 data_time: 0.0190 memory: 9395 grad_norm: 8.5472 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3792 loss: 1.3792 2022/08/16 23:08:23 - mmengine - INFO - Epoch(train) [200][3300/3757] lr: 1.0000e-04 eta: 18:18:37 time: 0.3149 data_time: 0.0172 memory: 9395 grad_norm: 7.9606 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1381 loss: 1.1381 2022/08/16 23:08:41 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 23:08:55 - mmengine - INFO - Epoch(train) [200][3400/3757] lr: 1.0000e-04 eta: 18:18:06 time: 0.3166 data_time: 0.0178 memory: 9395 grad_norm: 8.3895 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7207 loss: 1.7207 2022/08/16 23:09:27 - mmengine - INFO - Epoch(train) [200][3500/3757] lr: 1.0000e-04 eta: 18:17:35 time: 0.3187 data_time: 0.0175 memory: 9395 grad_norm: 8.2780 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3183 loss: 1.3183 2022/08/16 23:09:58 - mmengine - INFO - Epoch(train) [200][3600/3757] lr: 1.0000e-04 eta: 18:17:04 time: 0.3176 data_time: 0.0192 memory: 9395 grad_norm: 8.3479 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4625 loss: 1.4625 2022/08/16 23:10:30 - mmengine - INFO - Epoch(train) [200][3700/3757] lr: 1.0000e-04 eta: 18:16:32 time: 0.3168 data_time: 0.0172 memory: 9395 grad_norm: 8.2786 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3894 loss: 1.3894 2022/08/16 23:10:48 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 23:10:48 - mmengine - INFO - Epoch(train) [200][3757/3757] lr: 1.0000e-04 eta: 18:16:20 time: 0.3086 data_time: 0.0150 memory: 9395 grad_norm: 8.0930 top1_acc: 0.2857 top5_acc: 0.7143 loss_cls: 1.3140 loss: 1.3140 2022/08/16 23:10:48 - mmengine - INFO - Saving checkpoint at 200 epochs 2022/08/16 23:11:09 - mmengine - INFO - Epoch(val) [200][100/310] eta: 0:00:37 time: 0.1766 data_time: 0.0763 memory: 1523 2022/08/16 23:11:26 - mmengine - INFO - Epoch(val) [200][200/310] eta: 0:00:16 time: 0.1533 data_time: 0.0563 memory: 1523 2022/08/16 23:11:43 - mmengine - INFO - Epoch(val) [200][300/310] eta: 0:00:01 time: 0.1499 data_time: 0.0547 memory: 1523 2022/08/16 23:11:45 - mmengine - INFO - Epoch(val) [200][310/310] acc/top1: 0.6905 acc/top5: 0.8840 acc/mean1: 0.6904 2022/08/16 23:11:45 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr/best_acc/top1_epoch_196.pth is removed 2022/08/16 23:11:47 - mmengine - INFO - The best checkpoint with 0.6905 acc/top1 at 201 epoch is saved to best_acc/top1_epoch_201.pth. 2022/08/16 23:12:20 - mmengine - INFO - Epoch(train) [201][100/3757] lr: 1.0000e-04 eta: 18:15:42 time: 0.3162 data_time: 0.0166 memory: 9395 grad_norm: 8.2546 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5907 loss: 1.5907 2022/08/16 23:12:52 - mmengine - INFO - Epoch(train) [201][200/3757] lr: 1.0000e-04 eta: 18:15:11 time: 0.3161 data_time: 0.0182 memory: 9395 grad_norm: 8.4377 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3853 loss: 1.3853 2022/08/16 23:13:23 - mmengine - INFO - Epoch(train) [201][300/3757] lr: 1.0000e-04 eta: 18:14:40 time: 0.3158 data_time: 0.0169 memory: 9395 grad_norm: 8.4389 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5965 loss: 1.5965 2022/08/16 23:13:55 - mmengine - INFO - Epoch(train) [201][400/3757] lr: 1.0000e-04 eta: 18:14:09 time: 0.3158 data_time: 0.0173 memory: 9395 grad_norm: 8.4750 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6383 loss: 1.6383 2022/08/16 23:14:27 - mmengine - INFO - Epoch(train) [201][500/3757] lr: 1.0000e-04 eta: 18:13:38 time: 0.3168 data_time: 0.0174 memory: 9395 grad_norm: 8.1176 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3897 loss: 1.3897 2022/08/16 23:14:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 23:14:59 - mmengine - INFO - Epoch(train) [201][600/3757] lr: 1.0000e-04 eta: 18:13:07 time: 0.3207 data_time: 0.0187 memory: 9395 grad_norm: 8.1981 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2588 loss: 1.2588 2022/08/16 23:15:31 - mmengine - INFO - Epoch(train) [201][700/3757] lr: 1.0000e-04 eta: 18:12:36 time: 0.3155 data_time: 0.0171 memory: 9395 grad_norm: 8.2883 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6229 loss: 1.6229 2022/08/16 23:16:03 - mmengine - INFO - Epoch(train) [201][800/3757] lr: 1.0000e-04 eta: 18:12:04 time: 0.3207 data_time: 0.0183 memory: 9395 grad_norm: 8.6121 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.3643 loss: 1.3643 2022/08/16 23:16:34 - mmengine - INFO - Epoch(train) [201][900/3757] lr: 1.0000e-04 eta: 18:11:33 time: 0.3172 data_time: 0.0169 memory: 9395 grad_norm: 7.9153 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2754 loss: 1.2754 2022/08/16 23:17:06 - mmengine - INFO - Epoch(train) [201][1000/3757] lr: 1.0000e-04 eta: 18:11:02 time: 0.3158 data_time: 0.0161 memory: 9395 grad_norm: 7.9693 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3925 loss: 1.3925 2022/08/16 23:17:38 - mmengine - INFO - Epoch(train) [201][1100/3757] lr: 1.0000e-04 eta: 18:10:31 time: 0.3172 data_time: 0.0203 memory: 9395 grad_norm: 7.9692 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3757 loss: 1.3757 2022/08/16 23:18:10 - mmengine - INFO - Epoch(train) [201][1200/3757] lr: 1.0000e-04 eta: 18:10:00 time: 0.3153 data_time: 0.0173 memory: 9395 grad_norm: 8.2383 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3399 loss: 1.3399 2022/08/16 23:18:42 - mmengine - INFO - Epoch(train) [201][1300/3757] lr: 1.0000e-04 eta: 18:09:29 time: 0.3185 data_time: 0.0181 memory: 9395 grad_norm: 7.8422 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2271 loss: 1.2271 2022/08/16 23:19:14 - mmengine - INFO - Epoch(train) [201][1400/3757] lr: 1.0000e-04 eta: 18:08:58 time: 0.3171 data_time: 0.0170 memory: 9395 grad_norm: 8.1122 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.3230 loss: 1.3230 2022/08/16 23:19:46 - mmengine - INFO - Epoch(train) [201][1500/3757] lr: 1.0000e-04 eta: 18:08:27 time: 0.3168 data_time: 0.0174 memory: 9395 grad_norm: 8.3635 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6285 loss: 1.6285 2022/08/16 23:20:18 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 23:20:18 - mmengine - INFO - Epoch(train) [201][1600/3757] lr: 1.0000e-04 eta: 18:07:56 time: 0.3149 data_time: 0.0171 memory: 9395 grad_norm: 7.9687 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4394 loss: 1.4394 2022/08/16 23:20:50 - mmengine - INFO - Epoch(train) [201][1700/3757] lr: 1.0000e-04 eta: 18:07:24 time: 0.3169 data_time: 0.0180 memory: 9395 grad_norm: 8.2429 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4084 loss: 1.4084 2022/08/16 23:21:21 - mmengine - INFO - Epoch(train) [201][1800/3757] lr: 1.0000e-04 eta: 18:06:53 time: 0.3153 data_time: 0.0175 memory: 9395 grad_norm: 8.3973 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.3799 loss: 1.3799 2022/08/16 23:21:53 - mmengine - INFO - Epoch(train) [201][1900/3757] lr: 1.0000e-04 eta: 18:06:22 time: 0.3153 data_time: 0.0190 memory: 9395 grad_norm: 8.3018 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5193 loss: 1.5193 2022/08/16 23:22:25 - mmengine - INFO - Epoch(train) [201][2000/3757] lr: 1.0000e-04 eta: 18:05:51 time: 0.3159 data_time: 0.0199 memory: 9395 grad_norm: 8.2198 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.3815 loss: 1.3815 2022/08/16 23:22:57 - mmengine - INFO - Epoch(train) [201][2100/3757] lr: 1.0000e-04 eta: 18:05:20 time: 0.3152 data_time: 0.0176 memory: 9395 grad_norm: 8.2158 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4815 loss: 1.4815 2022/08/16 23:23:29 - mmengine - INFO - Epoch(train) [201][2200/3757] lr: 1.0000e-04 eta: 18:04:49 time: 0.3206 data_time: 0.0190 memory: 9395 grad_norm: 8.1706 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2541 loss: 1.2541 2022/08/16 23:24:01 - mmengine - INFO - Epoch(train) [201][2300/3757] lr: 1.0000e-04 eta: 18:04:17 time: 0.3166 data_time: 0.0176 memory: 9395 grad_norm: 8.1396 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2819 loss: 1.2819 2022/08/16 23:24:32 - mmengine - INFO - Epoch(train) [201][2400/3757] lr: 1.0000e-04 eta: 18:03:46 time: 0.3169 data_time: 0.0196 memory: 9395 grad_norm: 8.1768 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2881 loss: 1.2881 2022/08/16 23:25:04 - mmengine - INFO - Epoch(train) [201][2500/3757] lr: 1.0000e-04 eta: 18:03:15 time: 0.3152 data_time: 0.0170 memory: 9395 grad_norm: 7.9194 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3479 loss: 1.3479 2022/08/16 23:25:36 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 23:25:36 - mmengine - INFO - Epoch(train) [201][2600/3757] lr: 1.0000e-04 eta: 18:02:44 time: 0.3149 data_time: 0.0174 memory: 9395 grad_norm: 8.2173 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2449 loss: 1.2449 2022/08/16 23:26:08 - mmengine - INFO - Epoch(train) [201][2700/3757] lr: 1.0000e-04 eta: 18:02:13 time: 0.3205 data_time: 0.0180 memory: 9395 grad_norm: 8.1633 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6320 loss: 1.6320 2022/08/16 23:26:40 - mmengine - INFO - Epoch(train) [201][2800/3757] lr: 1.0000e-04 eta: 18:01:42 time: 0.3191 data_time: 0.0177 memory: 9395 grad_norm: 8.7408 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4642 loss: 1.4642 2022/08/16 23:27:12 - mmengine - INFO - Epoch(train) [201][2900/3757] lr: 1.0000e-04 eta: 18:01:11 time: 0.3180 data_time: 0.0169 memory: 9395 grad_norm: 8.3699 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3837 loss: 1.3837 2022/08/16 23:27:44 - mmengine - INFO - Epoch(train) [201][3000/3757] lr: 1.0000e-04 eta: 18:00:40 time: 0.3216 data_time: 0.0202 memory: 9395 grad_norm: 8.2616 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2483 loss: 1.2483 2022/08/16 23:28:15 - mmengine - INFO - Epoch(train) [201][3100/3757] lr: 1.0000e-04 eta: 18:00:08 time: 0.3175 data_time: 0.0196 memory: 9395 grad_norm: 8.1543 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2923 loss: 1.2923 2022/08/16 23:28:47 - mmengine - INFO - Epoch(train) [201][3200/3757] lr: 1.0000e-04 eta: 17:59:37 time: 0.3169 data_time: 0.0196 memory: 9395 grad_norm: 8.1988 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5664 loss: 1.5664 2022/08/16 23:29:19 - mmengine - INFO - Epoch(train) [201][3300/3757] lr: 1.0000e-04 eta: 17:59:06 time: 0.3168 data_time: 0.0192 memory: 9395 grad_norm: 8.4246 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4628 loss: 1.4628 2022/08/16 23:29:51 - mmengine - INFO - Epoch(train) [201][3400/3757] lr: 1.0000e-04 eta: 17:58:35 time: 0.3142 data_time: 0.0169 memory: 9395 grad_norm: 8.2311 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1752 loss: 1.1752 2022/08/16 23:30:23 - mmengine - INFO - Epoch(train) [201][3500/3757] lr: 1.0000e-04 eta: 17:58:04 time: 0.3167 data_time: 0.0169 memory: 9395 grad_norm: 8.3491 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4233 loss: 1.4233 2022/08/16 23:30:55 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 23:30:55 - mmengine - INFO - Epoch(train) [201][3600/3757] lr: 1.0000e-04 eta: 17:57:33 time: 0.3156 data_time: 0.0172 memory: 9395 grad_norm: 8.2624 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3007 loss: 1.3007 2022/08/16 23:31:27 - mmengine - INFO - Epoch(train) [201][3700/3757] lr: 1.0000e-04 eta: 17:57:02 time: 0.3156 data_time: 0.0171 memory: 9395 grad_norm: 8.3372 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3990 loss: 1.3990 2022/08/16 23:31:45 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 23:31:45 - mmengine - INFO - Epoch(train) [201][3757/3757] lr: 1.0000e-04 eta: 17:56:49 time: 0.3096 data_time: 0.0172 memory: 9395 grad_norm: 8.5074 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 1.4953 loss: 1.4953 2022/08/16 23:32:18 - mmengine - INFO - Epoch(train) [202][100/3757] lr: 1.0000e-04 eta: 17:56:12 time: 0.3162 data_time: 0.0168 memory: 9395 grad_norm: 8.3649 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4979 loss: 1.4979 2022/08/16 23:32:50 - mmengine - INFO - Epoch(train) [202][200/3757] lr: 1.0000e-04 eta: 17:55:41 time: 0.3196 data_time: 0.0190 memory: 9395 grad_norm: 7.9571 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.4491 loss: 1.4491 2022/08/16 23:33:22 - mmengine - INFO - Epoch(train) [202][300/3757] lr: 1.0000e-04 eta: 17:55:09 time: 0.3141 data_time: 0.0174 memory: 9395 grad_norm: 8.2769 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4187 loss: 1.4187 2022/08/16 23:33:54 - mmengine - INFO - Epoch(train) [202][400/3757] lr: 1.0000e-04 eta: 17:54:38 time: 0.3207 data_time: 0.0187 memory: 9395 grad_norm: 8.1306 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5863 loss: 1.5863 2022/08/16 23:34:25 - mmengine - INFO - Epoch(train) [202][500/3757] lr: 1.0000e-04 eta: 17:54:07 time: 0.3157 data_time: 0.0170 memory: 9395 grad_norm: 8.4196 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4003 loss: 1.4003 2022/08/16 23:34:57 - mmengine - INFO - Epoch(train) [202][600/3757] lr: 1.0000e-04 eta: 17:53:36 time: 0.3141 data_time: 0.0171 memory: 9395 grad_norm: 8.4958 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6186 loss: 1.6186 2022/08/16 23:35:29 - mmengine - INFO - Epoch(train) [202][700/3757] lr: 1.0000e-04 eta: 17:53:05 time: 0.3236 data_time: 0.0203 memory: 9395 grad_norm: 8.2102 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2030 loss: 1.2030 2022/08/16 23:36:02 - mmengine - INFO - Epoch(train) [202][800/3757] lr: 1.0000e-04 eta: 17:52:34 time: 0.3328 data_time: 0.0179 memory: 9395 grad_norm: 8.2441 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5679 loss: 1.5679 2022/08/16 23:36:15 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 23:36:33 - mmengine - INFO - Epoch(train) [202][900/3757] lr: 1.0000e-04 eta: 17:52:03 time: 0.3167 data_time: 0.0180 memory: 9395 grad_norm: 8.2085 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2941 loss: 1.2941 2022/08/16 23:37:05 - mmengine - INFO - Epoch(train) [202][1000/3757] lr: 1.0000e-04 eta: 17:51:32 time: 0.3145 data_time: 0.0175 memory: 9395 grad_norm: 8.2948 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2957 loss: 1.2957 2022/08/16 23:37:37 - mmengine - INFO - Epoch(train) [202][1100/3757] lr: 1.0000e-04 eta: 17:51:01 time: 0.3147 data_time: 0.0175 memory: 9395 grad_norm: 8.4381 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3426 loss: 1.3426 2022/08/16 23:38:09 - mmengine - INFO - Epoch(train) [202][1200/3757] lr: 1.0000e-04 eta: 17:50:29 time: 0.3172 data_time: 0.0202 memory: 9395 grad_norm: 8.2978 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2704 loss: 1.2704 2022/08/16 23:38:41 - mmengine - INFO - Epoch(train) [202][1300/3757] lr: 1.0000e-04 eta: 17:49:58 time: 0.3203 data_time: 0.0164 memory: 9395 grad_norm: 8.4183 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3264 loss: 1.3264 2022/08/16 23:39:13 - mmengine - INFO - Epoch(train) [202][1400/3757] lr: 1.0000e-04 eta: 17:49:27 time: 0.3184 data_time: 0.0176 memory: 9395 grad_norm: 8.1871 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3442 loss: 1.3442 2022/08/16 23:39:45 - mmengine - INFO - Epoch(train) [202][1500/3757] lr: 1.0000e-04 eta: 17:48:56 time: 0.3176 data_time: 0.0167 memory: 9395 grad_norm: 8.4501 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4633 loss: 1.4633 2022/08/16 23:40:17 - mmengine - INFO - Epoch(train) [202][1600/3757] lr: 1.0000e-04 eta: 17:48:25 time: 0.3161 data_time: 0.0180 memory: 9395 grad_norm: 8.3916 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3620 loss: 1.3620 2022/08/16 23:40:49 - mmengine - INFO - Epoch(train) [202][1700/3757] lr: 1.0000e-04 eta: 17:47:54 time: 0.3158 data_time: 0.0162 memory: 9395 grad_norm: 8.5561 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4057 loss: 1.4057 2022/08/16 23:41:21 - mmengine - INFO - Epoch(train) [202][1800/3757] lr: 1.0000e-04 eta: 17:47:23 time: 0.3161 data_time: 0.0168 memory: 9395 grad_norm: 8.2794 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3886 loss: 1.3886 2022/08/16 23:41:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 23:41:53 - mmengine - INFO - Epoch(train) [202][1900/3757] lr: 1.0000e-04 eta: 17:46:52 time: 0.3256 data_time: 0.0164 memory: 9395 grad_norm: 8.3171 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4282 loss: 1.4282 2022/08/16 23:42:25 - mmengine - INFO - Epoch(train) [202][2000/3757] lr: 1.0000e-04 eta: 17:46:21 time: 0.3165 data_time: 0.0180 memory: 9395 grad_norm: 8.5563 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2669 loss: 1.2669 2022/08/16 23:42:57 - mmengine - INFO - Epoch(train) [202][2100/3757] lr: 1.0000e-04 eta: 17:45:50 time: 0.3152 data_time: 0.0168 memory: 9395 grad_norm: 8.2457 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3669 loss: 1.3669 2022/08/16 23:43:29 - mmengine - INFO - Epoch(train) [202][2200/3757] lr: 1.0000e-04 eta: 17:45:18 time: 0.3161 data_time: 0.0174 memory: 9395 grad_norm: 8.4103 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3504 loss: 1.3504 2022/08/16 23:44:01 - mmengine - INFO - Epoch(train) [202][2300/3757] lr: 1.0000e-04 eta: 17:44:47 time: 0.3160 data_time: 0.0179 memory: 9395 grad_norm: 8.1085 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3166 loss: 1.3166 2022/08/16 23:44:33 - mmengine - INFO - Epoch(train) [202][2400/3757] lr: 1.0000e-04 eta: 17:44:16 time: 0.3179 data_time: 0.0173 memory: 9395 grad_norm: 8.2000 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4676 loss: 1.4676 2022/08/16 23:45:05 - mmengine - INFO - Epoch(train) [202][2500/3757] lr: 1.0000e-04 eta: 17:43:45 time: 0.3173 data_time: 0.0181 memory: 9395 grad_norm: 8.3390 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3909 loss: 1.3909 2022/08/16 23:45:37 - mmengine - INFO - Epoch(train) [202][2600/3757] lr: 1.0000e-04 eta: 17:43:14 time: 0.3147 data_time: 0.0173 memory: 9395 grad_norm: 8.2376 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3936 loss: 1.3936 2022/08/16 23:46:08 - mmengine - INFO - Epoch(train) [202][2700/3757] lr: 1.0000e-04 eta: 17:42:43 time: 0.3168 data_time: 0.0167 memory: 9395 grad_norm: 8.6425 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 1.6331 loss: 1.6331 2022/08/16 23:46:40 - mmengine - INFO - Epoch(train) [202][2800/3757] lr: 1.0000e-04 eta: 17:42:12 time: 0.3166 data_time: 0.0189 memory: 9395 grad_norm: 8.4623 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4038 loss: 1.4038 2022/08/16 23:46:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 23:47:12 - mmengine - INFO - Epoch(train) [202][2900/3757] lr: 1.0000e-04 eta: 17:41:41 time: 0.3166 data_time: 0.0170 memory: 9395 grad_norm: 8.5250 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2892 loss: 1.2892 2022/08/16 23:47:44 - mmengine - INFO - Epoch(train) [202][3000/3757] lr: 1.0000e-04 eta: 17:41:09 time: 0.3199 data_time: 0.0182 memory: 9395 grad_norm: 8.2047 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5922 loss: 1.5922 2022/08/16 23:48:16 - mmengine - INFO - Epoch(train) [202][3100/3757] lr: 1.0000e-04 eta: 17:40:38 time: 0.3164 data_time: 0.0175 memory: 9395 grad_norm: 8.3694 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3744 loss: 1.3744 2022/08/16 23:48:48 - mmengine - INFO - Epoch(train) [202][3200/3757] lr: 1.0000e-04 eta: 17:40:07 time: 0.3145 data_time: 0.0174 memory: 9395 grad_norm: 8.1781 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3912 loss: 1.3912 2022/08/16 23:49:19 - mmengine - INFO - Epoch(train) [202][3300/3757] lr: 1.0000e-04 eta: 17:39:36 time: 0.3152 data_time: 0.0174 memory: 9395 grad_norm: 8.1233 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5927 loss: 1.5927 2022/08/16 23:49:51 - mmengine - INFO - Epoch(train) [202][3400/3757] lr: 1.0000e-04 eta: 17:39:05 time: 0.3163 data_time: 0.0188 memory: 9395 grad_norm: 8.4960 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1692 loss: 1.1692 2022/08/16 23:50:23 - mmengine - INFO - Epoch(train) [202][3500/3757] lr: 1.0000e-04 eta: 17:38:34 time: 0.3168 data_time: 0.0177 memory: 9395 grad_norm: 8.5682 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5185 loss: 1.5185 2022/08/16 23:50:55 - mmengine - INFO - Epoch(train) [202][3600/3757] lr: 1.0000e-04 eta: 17:38:03 time: 0.3167 data_time: 0.0182 memory: 9395 grad_norm: 8.3785 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3085 loss: 1.3085 2022/08/16 23:51:27 - mmengine - INFO - Epoch(train) [202][3700/3757] lr: 1.0000e-04 eta: 17:37:31 time: 0.3158 data_time: 0.0179 memory: 9395 grad_norm: 8.1878 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3317 loss: 1.3317 2022/08/16 23:51:45 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 23:51:45 - mmengine - INFO - Epoch(train) [202][3757/3757] lr: 1.0000e-04 eta: 17:37:19 time: 0.3110 data_time: 0.0181 memory: 9395 grad_norm: 8.6234 top1_acc: 0.7143 top5_acc: 0.7143 loss_cls: 1.5161 loss: 1.5161 2022/08/16 23:52:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 23:52:18 - mmengine - INFO - Epoch(train) [203][100/3757] lr: 1.0000e-04 eta: 17:36:41 time: 0.3194 data_time: 0.0185 memory: 9395 grad_norm: 8.2792 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4217 loss: 1.4217 2022/08/16 23:52:50 - mmengine - INFO - Epoch(train) [203][200/3757] lr: 1.0000e-04 eta: 17:36:10 time: 0.3195 data_time: 0.0183 memory: 9395 grad_norm: 8.1438 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2597 loss: 1.2597 2022/08/16 23:53:22 - mmengine - INFO - Epoch(train) [203][300/3757] lr: 1.0000e-04 eta: 17:35:39 time: 0.3162 data_time: 0.0171 memory: 9395 grad_norm: 7.9208 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3117 loss: 1.3117 2022/08/16 23:53:54 - mmengine - INFO - Epoch(train) [203][400/3757] lr: 1.0000e-04 eta: 17:35:08 time: 0.3244 data_time: 0.0176 memory: 9395 grad_norm: 8.4816 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.4756 loss: 1.4756 2022/08/16 23:54:26 - mmengine - INFO - Epoch(train) [203][500/3757] lr: 1.0000e-04 eta: 17:34:37 time: 0.3153 data_time: 0.0164 memory: 9395 grad_norm: 8.6039 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4494 loss: 1.4494 2022/08/16 23:54:58 - mmengine - INFO - Epoch(train) [203][600/3757] lr: 1.0000e-04 eta: 17:34:06 time: 0.3152 data_time: 0.0170 memory: 9395 grad_norm: 8.3046 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4373 loss: 1.4373 2022/08/16 23:55:30 - mmengine - INFO - Epoch(train) [203][700/3757] lr: 1.0000e-04 eta: 17:33:35 time: 0.3240 data_time: 0.0174 memory: 9395 grad_norm: 8.4883 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2520 loss: 1.2520 2022/08/16 23:56:02 - mmengine - INFO - Epoch(train) [203][800/3757] lr: 1.0000e-04 eta: 17:33:04 time: 0.3153 data_time: 0.0183 memory: 9395 grad_norm: 8.3643 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3760 loss: 1.3760 2022/08/16 23:56:34 - mmengine - INFO - Epoch(train) [203][900/3757] lr: 1.0000e-04 eta: 17:32:33 time: 0.3204 data_time: 0.0167 memory: 9395 grad_norm: 8.4328 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3379 loss: 1.3379 2022/08/16 23:57:06 - mmengine - INFO - Epoch(train) [203][1000/3757] lr: 1.0000e-04 eta: 17:32:02 time: 0.3227 data_time: 0.0172 memory: 9395 grad_norm: 8.5215 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4565 loss: 1.4565 2022/08/16 23:57:34 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/16 23:57:38 - mmengine - INFO - Epoch(train) [203][1100/3757] lr: 1.0000e-04 eta: 17:31:30 time: 0.3153 data_time: 0.0174 memory: 9395 grad_norm: 8.2992 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3419 loss: 1.3419 2022/08/16 23:58:10 - mmengine - INFO - Epoch(train) [203][1200/3757] lr: 1.0000e-04 eta: 17:30:59 time: 0.3141 data_time: 0.0178 memory: 9395 grad_norm: 8.3456 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2659 loss: 1.2659 2022/08/16 23:58:42 - mmengine - INFO - Epoch(train) [203][1300/3757] lr: 1.0000e-04 eta: 17:30:28 time: 0.3150 data_time: 0.0172 memory: 9395 grad_norm: 7.9686 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4860 loss: 1.4860 2022/08/16 23:59:14 - mmengine - INFO - Epoch(train) [203][1400/3757] lr: 1.0000e-04 eta: 17:29:57 time: 0.3177 data_time: 0.0173 memory: 9395 grad_norm: 8.1680 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0033 loss: 1.0033 2022/08/16 23:59:46 - mmengine - INFO - Epoch(train) [203][1500/3757] lr: 1.0000e-04 eta: 17:29:26 time: 0.3174 data_time: 0.0190 memory: 9395 grad_norm: 8.0960 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.2372 loss: 1.2372 2022/08/17 00:00:22 - mmengine - INFO - Epoch(train) [203][1600/3757] lr: 1.0000e-04 eta: 17:28:56 time: 0.3197 data_time: 0.0181 memory: 9395 grad_norm: 8.2325 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6206 loss: 1.6206 2022/08/17 00:00:54 - mmengine - INFO - Epoch(train) [203][1700/3757] lr: 1.0000e-04 eta: 17:28:25 time: 0.3147 data_time: 0.0178 memory: 9395 grad_norm: 8.3743 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7532 loss: 1.7532 2022/08/17 00:01:26 - mmengine - INFO - Epoch(train) [203][1800/3757] lr: 1.0000e-04 eta: 17:27:54 time: 0.3196 data_time: 0.0189 memory: 9395 grad_norm: 8.0815 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4693 loss: 1.4693 2022/08/17 00:01:58 - mmengine - INFO - Epoch(train) [203][1900/3757] lr: 1.0000e-04 eta: 17:27:23 time: 0.3148 data_time: 0.0174 memory: 9395 grad_norm: 8.3783 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2272 loss: 1.2272 2022/08/17 00:02:30 - mmengine - INFO - Epoch(train) [203][2000/3757] lr: 1.0000e-04 eta: 17:26:51 time: 0.3139 data_time: 0.0161 memory: 9395 grad_norm: 8.7856 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7671 loss: 1.7671 2022/08/17 00:02:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 00:03:01 - mmengine - INFO - Epoch(train) [203][2100/3757] lr: 1.0000e-04 eta: 17:26:20 time: 0.3203 data_time: 0.0194 memory: 9395 grad_norm: 8.4634 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6623 loss: 1.6623 2022/08/17 00:03:33 - mmengine - INFO - Epoch(train) [203][2200/3757] lr: 1.0000e-04 eta: 17:25:49 time: 0.3158 data_time: 0.0170 memory: 9395 grad_norm: 7.9437 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3802 loss: 1.3802 2022/08/17 00:04:05 - mmengine - INFO - Epoch(train) [203][2300/3757] lr: 1.0000e-04 eta: 17:25:18 time: 0.3158 data_time: 0.0177 memory: 9395 grad_norm: 8.4874 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2680 loss: 1.2680 2022/08/17 00:04:37 - mmengine - INFO - Epoch(train) [203][2400/3757] lr: 1.0000e-04 eta: 17:24:47 time: 0.3152 data_time: 0.0166 memory: 9395 grad_norm: 7.8734 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1340 loss: 1.1340 2022/08/17 00:05:09 - mmengine - INFO - Epoch(train) [203][2500/3757] lr: 1.0000e-04 eta: 17:24:16 time: 0.3155 data_time: 0.0172 memory: 9395 grad_norm: 8.3068 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5128 loss: 1.5128 2022/08/17 00:05:41 - mmengine - INFO - Epoch(train) [203][2600/3757] lr: 1.0000e-04 eta: 17:23:45 time: 0.3163 data_time: 0.0167 memory: 9395 grad_norm: 8.5289 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3839 loss: 1.3839 2022/08/17 00:06:13 - mmengine - INFO - Epoch(train) [203][2700/3757] lr: 1.0000e-04 eta: 17:23:13 time: 0.3174 data_time: 0.0196 memory: 9395 grad_norm: 8.5422 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2604 loss: 1.2604 2022/08/17 00:06:44 - mmengine - INFO - Epoch(train) [203][2800/3757] lr: 1.0000e-04 eta: 17:22:42 time: 0.3193 data_time: 0.0177 memory: 9395 grad_norm: 8.2698 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.0191 loss: 1.0191 2022/08/17 00:07:16 - mmengine - INFO - Epoch(train) [203][2900/3757] lr: 1.0000e-04 eta: 17:22:11 time: 0.3186 data_time: 0.0186 memory: 9395 grad_norm: 8.5038 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3729 loss: 1.3729 2022/08/17 00:07:48 - mmengine - INFO - Epoch(train) [203][3000/3757] lr: 1.0000e-04 eta: 17:21:40 time: 0.3165 data_time: 0.0199 memory: 9395 grad_norm: 8.1571 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.1615 loss: 1.1615 2022/08/17 00:08:16 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 00:08:20 - mmengine - INFO - Epoch(train) [203][3100/3757] lr: 1.0000e-04 eta: 17:21:09 time: 0.3163 data_time: 0.0172 memory: 9395 grad_norm: 8.0790 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3645 loss: 1.3645 2022/08/17 00:08:52 - mmengine - INFO - Epoch(train) [203][3200/3757] lr: 1.0000e-04 eta: 17:20:38 time: 0.3181 data_time: 0.0182 memory: 9395 grad_norm: 7.9733 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3380 loss: 1.3380 2022/08/17 00:09:24 - mmengine - INFO - Epoch(train) [203][3300/3757] lr: 1.0000e-04 eta: 17:20:07 time: 0.3164 data_time: 0.0167 memory: 9395 grad_norm: 8.3456 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5503 loss: 1.5503 2022/08/17 00:09:56 - mmengine - INFO - Epoch(train) [203][3400/3757] lr: 1.0000e-04 eta: 17:19:35 time: 0.3195 data_time: 0.0193 memory: 9395 grad_norm: 8.2115 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1376 loss: 1.1376 2022/08/17 00:10:28 - mmengine - INFO - Epoch(train) [203][3500/3757] lr: 1.0000e-04 eta: 17:19:04 time: 0.3154 data_time: 0.0173 memory: 9395 grad_norm: 8.5228 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4365 loss: 1.4365 2022/08/17 00:10:59 - mmengine - INFO - Epoch(train) [203][3600/3757] lr: 1.0000e-04 eta: 17:18:33 time: 0.3146 data_time: 0.0175 memory: 9395 grad_norm: 8.3832 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3129 loss: 1.3129 2022/08/17 00:11:31 - mmengine - INFO - Epoch(train) [203][3700/3757] lr: 1.0000e-04 eta: 17:18:02 time: 0.3151 data_time: 0.0174 memory: 9395 grad_norm: 8.4928 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5550 loss: 1.5550 2022/08/17 00:11:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 00:11:49 - mmengine - INFO - Epoch(train) [203][3757/3757] lr: 1.0000e-04 eta: 17:17:50 time: 0.3088 data_time: 0.0181 memory: 9395 grad_norm: 8.6115 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 1.5509 loss: 1.5509 2022/08/17 00:12:23 - mmengine - INFO - Epoch(train) [204][100/3757] lr: 1.0000e-04 eta: 17:17:12 time: 0.3150 data_time: 0.0168 memory: 9395 grad_norm: 7.9875 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3395 loss: 1.3395 2022/08/17 00:12:55 - mmengine - INFO - Epoch(train) [204][200/3757] lr: 1.0000e-04 eta: 17:16:41 time: 0.3287 data_time: 0.0197 memory: 9395 grad_norm: 8.1400 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4140 loss: 1.4140 2022/08/17 00:13:27 - mmengine - INFO - Epoch(train) [204][300/3757] lr: 1.0000e-04 eta: 17:16:10 time: 0.3163 data_time: 0.0177 memory: 9395 grad_norm: 8.1913 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5827 loss: 1.5827 2022/08/17 00:13:36 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 00:13:59 - mmengine - INFO - Epoch(train) [204][400/3757] lr: 1.0000e-04 eta: 17:15:39 time: 0.3149 data_time: 0.0169 memory: 9395 grad_norm: 8.6502 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3870 loss: 1.3870 2022/08/17 00:14:31 - mmengine - INFO - Epoch(train) [204][500/3757] lr: 1.0000e-04 eta: 17:15:08 time: 0.3149 data_time: 0.0185 memory: 9395 grad_norm: 8.2394 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3127 loss: 1.3127 2022/08/17 00:15:03 - mmengine - INFO - Epoch(train) [204][600/3757] lr: 1.0000e-04 eta: 17:14:37 time: 0.3182 data_time: 0.0180 memory: 9395 grad_norm: 8.4136 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6051 loss: 1.6051 2022/08/17 00:15:35 - mmengine - INFO - Epoch(train) [204][700/3757] lr: 1.0000e-04 eta: 17:14:05 time: 0.3205 data_time: 0.0199 memory: 9395 grad_norm: 8.4898 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3814 loss: 1.3814 2022/08/17 00:16:07 - mmengine - INFO - Epoch(train) [204][800/3757] lr: 1.0000e-04 eta: 17:13:34 time: 0.3171 data_time: 0.0181 memory: 9395 grad_norm: 8.5184 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3725 loss: 1.3725 2022/08/17 00:16:38 - mmengine - INFO - Epoch(train) [204][900/3757] lr: 1.0000e-04 eta: 17:13:03 time: 0.3177 data_time: 0.0173 memory: 9395 grad_norm: 8.6248 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2952 loss: 1.2952 2022/08/17 00:17:10 - mmengine - INFO - Epoch(train) [204][1000/3757] lr: 1.0000e-04 eta: 17:12:32 time: 0.3148 data_time: 0.0165 memory: 9395 grad_norm: 8.2099 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.1342 loss: 1.1342 2022/08/17 00:17:42 - mmengine - INFO - Epoch(train) [204][1100/3757] lr: 1.0000e-04 eta: 17:12:01 time: 0.3164 data_time: 0.0169 memory: 9395 grad_norm: 8.4383 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3758 loss: 1.3758 2022/08/17 00:18:14 - mmengine - INFO - Epoch(train) [204][1200/3757] lr: 1.0000e-04 eta: 17:11:30 time: 0.3174 data_time: 0.0178 memory: 9395 grad_norm: 8.3899 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4002 loss: 1.4002 2022/08/17 00:18:46 - mmengine - INFO - Epoch(train) [204][1300/3757] lr: 1.0000e-04 eta: 17:10:59 time: 0.3196 data_time: 0.0197 memory: 9395 grad_norm: 8.4266 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5712 loss: 1.5712 2022/08/17 00:18:55 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 00:19:18 - mmengine - INFO - Epoch(train) [204][1400/3757] lr: 1.0000e-04 eta: 17:10:27 time: 0.3173 data_time: 0.0172 memory: 9395 grad_norm: 8.2461 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.1324 loss: 1.1324 2022/08/17 00:19:50 - mmengine - INFO - Epoch(train) [204][1500/3757] lr: 1.0000e-04 eta: 17:09:56 time: 0.3157 data_time: 0.0168 memory: 9395 grad_norm: 8.3285 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2082 loss: 1.2082 2022/08/17 00:20:22 - mmengine - INFO - Epoch(train) [204][1600/3757] lr: 1.0000e-04 eta: 17:09:25 time: 0.3159 data_time: 0.0169 memory: 9395 grad_norm: 7.8919 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4078 loss: 1.4078 2022/08/17 00:20:54 - mmengine - INFO - Epoch(train) [204][1700/3757] lr: 1.0000e-04 eta: 17:08:54 time: 0.3183 data_time: 0.0182 memory: 9395 grad_norm: 8.3745 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3247 loss: 1.3247 2022/08/17 00:21:26 - mmengine - INFO - Epoch(train) [204][1800/3757] lr: 1.0000e-04 eta: 17:08:23 time: 0.3210 data_time: 0.0176 memory: 9395 grad_norm: 8.6490 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4257 loss: 1.4257 2022/08/17 00:21:58 - mmengine - INFO - Epoch(train) [204][1900/3757] lr: 1.0000e-04 eta: 17:07:52 time: 0.3164 data_time: 0.0168 memory: 9395 grad_norm: 8.2433 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2631 loss: 1.2631 2022/08/17 00:22:30 - mmengine - INFO - Epoch(train) [204][2000/3757] lr: 1.0000e-04 eta: 17:07:21 time: 0.3157 data_time: 0.0174 memory: 9395 grad_norm: 8.2201 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1966 loss: 1.1966 2022/08/17 00:23:02 - mmengine - INFO - Epoch(train) [204][2100/3757] lr: 1.0000e-04 eta: 17:06:50 time: 0.3157 data_time: 0.0171 memory: 9395 grad_norm: 8.4890 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5081 loss: 1.5081 2022/08/17 00:23:34 - mmengine - INFO - Epoch(train) [204][2200/3757] lr: 1.0000e-04 eta: 17:06:18 time: 0.3179 data_time: 0.0197 memory: 9395 grad_norm: 8.3126 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3498 loss: 1.3498 2022/08/17 00:24:06 - mmengine - INFO - Epoch(train) [204][2300/3757] lr: 1.0000e-04 eta: 17:05:47 time: 0.3238 data_time: 0.0185 memory: 9395 grad_norm: 8.0343 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3660 loss: 1.3660 2022/08/17 00:24:15 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 00:24:37 - mmengine - INFO - Epoch(train) [204][2400/3757] lr: 1.0000e-04 eta: 17:05:16 time: 0.3211 data_time: 0.0186 memory: 9395 grad_norm: 8.3383 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3880 loss: 1.3880 2022/08/17 00:25:09 - mmengine - INFO - Epoch(train) [204][2500/3757] lr: 1.0000e-04 eta: 17:04:45 time: 0.3162 data_time: 0.0182 memory: 9395 grad_norm: 8.3114 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2947 loss: 1.2947 2022/08/17 00:25:42 - mmengine - INFO - Epoch(train) [204][2600/3757] lr: 1.0000e-04 eta: 17:04:14 time: 0.3172 data_time: 0.0171 memory: 9395 grad_norm: 8.5967 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4220 loss: 1.4220 2022/08/17 00:26:14 - mmengine - INFO - Epoch(train) [204][2700/3757] lr: 1.0000e-04 eta: 17:03:43 time: 0.3162 data_time: 0.0182 memory: 9395 grad_norm: 8.6566 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2973 loss: 1.2973 2022/08/17 00:26:45 - mmengine - INFO - Epoch(train) [204][2800/3757] lr: 1.0000e-04 eta: 17:03:12 time: 0.3201 data_time: 0.0196 memory: 9395 grad_norm: 8.5946 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.2994 loss: 1.2994 2022/08/17 00:27:18 - mmengine - INFO - Epoch(train) [204][2900/3757] lr: 1.0000e-04 eta: 17:02:41 time: 0.3232 data_time: 0.0183 memory: 9395 grad_norm: 8.0630 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5701 loss: 1.5701 2022/08/17 00:27:50 - mmengine - INFO - Epoch(train) [204][3000/3757] lr: 1.0000e-04 eta: 17:02:10 time: 0.3154 data_time: 0.0174 memory: 9395 grad_norm: 8.3588 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.0999 loss: 1.0999 2022/08/17 00:28:22 - mmengine - INFO - Epoch(train) [204][3100/3757] lr: 1.0000e-04 eta: 17:01:39 time: 0.3170 data_time: 0.0182 memory: 9395 grad_norm: 8.3685 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3646 loss: 1.3646 2022/08/17 00:28:55 - mmengine - INFO - Epoch(train) [204][3200/3757] lr: 1.0000e-04 eta: 17:01:08 time: 0.3177 data_time: 0.0168 memory: 9395 grad_norm: 8.3535 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2113 loss: 1.2113 2022/08/17 00:29:27 - mmengine - INFO - Epoch(train) [204][3300/3757] lr: 1.0000e-04 eta: 17:00:37 time: 0.3231 data_time: 0.0187 memory: 9395 grad_norm: 8.7271 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6271 loss: 1.6271 2022/08/17 00:29:36 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 00:29:58 - mmengine - INFO - Epoch(train) [204][3400/3757] lr: 1.0000e-04 eta: 17:00:05 time: 0.3159 data_time: 0.0175 memory: 9395 grad_norm: 8.2831 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4343 loss: 1.4343 2022/08/17 00:30:30 - mmengine - INFO - Epoch(train) [204][3500/3757] lr: 1.0000e-04 eta: 16:59:34 time: 0.3162 data_time: 0.0171 memory: 9395 grad_norm: 8.2855 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.2650 loss: 1.2650 2022/08/17 00:31:02 - mmengine - INFO - Epoch(train) [204][3600/3757] lr: 1.0000e-04 eta: 16:59:03 time: 0.3144 data_time: 0.0172 memory: 9395 grad_norm: 8.1936 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.3944 loss: 1.3944 2022/08/17 00:31:34 - mmengine - INFO - Epoch(train) [204][3700/3757] lr: 1.0000e-04 eta: 16:58:32 time: 0.3173 data_time: 0.0174 memory: 9395 grad_norm: 8.1452 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3413 loss: 1.3413 2022/08/17 00:31:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 00:31:52 - mmengine - INFO - Epoch(train) [204][3757/3757] lr: 1.0000e-04 eta: 16:58:20 time: 0.3111 data_time: 0.0171 memory: 9395 grad_norm: 8.1289 top1_acc: 0.4286 top5_acc: 0.5714 loss_cls: 1.3276 loss: 1.3276 2022/08/17 00:31:52 - mmengine - INFO - Saving checkpoint at 204 epochs 2022/08/17 00:32:28 - mmengine - INFO - Epoch(train) [205][100/3757] lr: 1.0000e-04 eta: 16:57:42 time: 0.3243 data_time: 0.0176 memory: 9395 grad_norm: 8.7963 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3475 loss: 1.3475 2022/08/17 00:33:00 - mmengine - INFO - Epoch(train) [205][200/3757] lr: 1.0000e-04 eta: 16:57:11 time: 0.3158 data_time: 0.0173 memory: 9395 grad_norm: 8.4217 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4062 loss: 1.4062 2022/08/17 00:33:32 - mmengine - INFO - Epoch(train) [205][300/3757] lr: 1.0000e-04 eta: 16:56:40 time: 0.3164 data_time: 0.0169 memory: 9395 grad_norm: 8.1356 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4020 loss: 1.4020 2022/08/17 00:34:04 - mmengine - INFO - Epoch(train) [205][400/3757] lr: 1.0000e-04 eta: 16:56:09 time: 0.3182 data_time: 0.0171 memory: 9395 grad_norm: 8.1495 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3006 loss: 1.3006 2022/08/17 00:34:36 - mmengine - INFO - Epoch(train) [205][500/3757] lr: 1.0000e-04 eta: 16:55:38 time: 0.3156 data_time: 0.0171 memory: 9395 grad_norm: 8.3784 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4328 loss: 1.4328 2022/08/17 00:34:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 00:35:07 - mmengine - INFO - Epoch(train) [205][600/3757] lr: 1.0000e-04 eta: 16:55:06 time: 0.3188 data_time: 0.0189 memory: 9395 grad_norm: 8.2653 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2217 loss: 1.2217 2022/08/17 00:35:39 - mmengine - INFO - Epoch(train) [205][700/3757] lr: 1.0000e-04 eta: 16:54:35 time: 0.3157 data_time: 0.0189 memory: 9395 grad_norm: 8.3308 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4370 loss: 1.4370 2022/08/17 00:36:11 - mmengine - INFO - Epoch(train) [205][800/3757] lr: 1.0000e-04 eta: 16:54:04 time: 0.3161 data_time: 0.0174 memory: 9395 grad_norm: 8.5175 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 1.4647 loss: 1.4647 2022/08/17 00:36:43 - mmengine - INFO - Epoch(train) [205][900/3757] lr: 1.0000e-04 eta: 16:53:33 time: 0.3167 data_time: 0.0164 memory: 9395 grad_norm: 8.5327 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2971 loss: 1.2971 2022/08/17 00:37:15 - mmengine - INFO - Epoch(train) [205][1000/3757] lr: 1.0000e-04 eta: 16:53:02 time: 0.3187 data_time: 0.0178 memory: 9395 grad_norm: 8.5296 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3676 loss: 1.3676 2022/08/17 00:37:47 - mmengine - INFO - Epoch(train) [205][1100/3757] lr: 1.0000e-04 eta: 16:52:31 time: 0.3174 data_time: 0.0178 memory: 9395 grad_norm: 8.6841 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3449 loss: 1.3449 2022/08/17 00:38:19 - mmengine - INFO - Epoch(train) [205][1200/3757] lr: 1.0000e-04 eta: 16:52:00 time: 0.3173 data_time: 0.0192 memory: 9395 grad_norm: 8.3829 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5138 loss: 1.5138 2022/08/17 00:38:51 - mmengine - INFO - Epoch(train) [205][1300/3757] lr: 1.0000e-04 eta: 16:51:29 time: 0.3169 data_time: 0.0173 memory: 9395 grad_norm: 8.5767 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4357 loss: 1.4357 2022/08/17 00:39:23 - mmengine - INFO - Epoch(train) [205][1400/3757] lr: 1.0000e-04 eta: 16:50:57 time: 0.3159 data_time: 0.0185 memory: 9395 grad_norm: 8.4250 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3139 loss: 1.3139 2022/08/17 00:39:55 - mmengine - INFO - Epoch(train) [205][1500/3757] lr: 1.0000e-04 eta: 16:50:26 time: 0.3191 data_time: 0.0199 memory: 9395 grad_norm: 8.6279 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5288 loss: 1.5288 2022/08/17 00:40:18 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 00:40:27 - mmengine - INFO - Epoch(train) [205][1600/3757] lr: 1.0000e-04 eta: 16:49:55 time: 0.3171 data_time: 0.0178 memory: 9395 grad_norm: 8.2893 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4162 loss: 1.4162 2022/08/17 00:40:59 - mmengine - INFO - Epoch(train) [205][1700/3757] lr: 1.0000e-04 eta: 16:49:24 time: 0.3235 data_time: 0.0181 memory: 9395 grad_norm: 8.9520 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5009 loss: 1.5009 2022/08/17 00:41:31 - mmengine - INFO - Epoch(train) [205][1800/3757] lr: 1.0000e-04 eta: 16:48:53 time: 0.3163 data_time: 0.0169 memory: 9395 grad_norm: 8.7476 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4165 loss: 1.4165 2022/08/17 00:42:03 - mmengine - INFO - Epoch(train) [205][1900/3757] lr: 1.0000e-04 eta: 16:48:22 time: 0.3143 data_time: 0.0164 memory: 9395 grad_norm: 8.3738 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4957 loss: 1.4957 2022/08/17 00:42:35 - mmengine - INFO - Epoch(train) [205][2000/3757] lr: 1.0000e-04 eta: 16:47:51 time: 0.3205 data_time: 0.0173 memory: 9395 grad_norm: 8.4789 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3433 loss: 1.3433 2022/08/17 00:43:07 - mmengine - INFO - Epoch(train) [205][2100/3757] lr: 1.0000e-04 eta: 16:47:20 time: 0.3265 data_time: 0.0176 memory: 9395 grad_norm: 8.5144 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3210 loss: 1.3210 2022/08/17 00:43:39 - mmengine - INFO - Epoch(train) [205][2200/3757] lr: 1.0000e-04 eta: 16:46:48 time: 0.3142 data_time: 0.0169 memory: 9395 grad_norm: 8.4829 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3935 loss: 1.3935 2022/08/17 00:44:11 - mmengine - INFO - Epoch(train) [205][2300/3757] lr: 1.0000e-04 eta: 16:46:17 time: 0.3189 data_time: 0.0183 memory: 9395 grad_norm: 8.4170 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5065 loss: 1.5065 2022/08/17 00:44:43 - mmengine - INFO - Epoch(train) [205][2400/3757] lr: 1.0000e-04 eta: 16:45:46 time: 0.3162 data_time: 0.0177 memory: 9395 grad_norm: 8.5000 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3509 loss: 1.3509 2022/08/17 00:45:15 - mmengine - INFO - Epoch(train) [205][2500/3757] lr: 1.0000e-04 eta: 16:45:15 time: 0.3157 data_time: 0.0173 memory: 9395 grad_norm: 8.3696 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3006 loss: 1.3006 2022/08/17 00:45:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 00:45:47 - mmengine - INFO - Epoch(train) [205][2600/3757] lr: 1.0000e-04 eta: 16:44:44 time: 0.3187 data_time: 0.0182 memory: 9395 grad_norm: 8.1482 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.1576 loss: 1.1576 2022/08/17 00:46:18 - mmengine - INFO - Epoch(train) [205][2700/3757] lr: 1.0000e-04 eta: 16:44:13 time: 0.3171 data_time: 0.0168 memory: 9395 grad_norm: 8.5494 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3532 loss: 1.3532 2022/08/17 00:46:50 - mmengine - INFO - Epoch(train) [205][2800/3757] lr: 1.0000e-04 eta: 16:43:42 time: 0.3184 data_time: 0.0202 memory: 9395 grad_norm: 8.6638 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4317 loss: 1.4317 2022/08/17 00:47:22 - mmengine - INFO - Epoch(train) [205][2900/3757] lr: 1.0000e-04 eta: 16:43:10 time: 0.3169 data_time: 0.0174 memory: 9395 grad_norm: 8.7167 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4859 loss: 1.4859 2022/08/17 00:47:54 - mmengine - INFO - Epoch(train) [205][3000/3757] lr: 1.0000e-04 eta: 16:42:39 time: 0.3158 data_time: 0.0173 memory: 9395 grad_norm: 8.6094 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2554 loss: 1.2554 2022/08/17 00:48:26 - mmengine - INFO - Epoch(train) [205][3100/3757] lr: 1.0000e-04 eta: 16:42:08 time: 0.3198 data_time: 0.0180 memory: 9395 grad_norm: 8.2357 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2677 loss: 1.2677 2022/08/17 00:48:58 - mmengine - INFO - Epoch(train) [205][3200/3757] lr: 1.0000e-04 eta: 16:41:37 time: 0.3171 data_time: 0.0192 memory: 9395 grad_norm: 8.6356 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3358 loss: 1.3358 2022/08/17 00:49:30 - mmengine - INFO - Epoch(train) [205][3300/3757] lr: 1.0000e-04 eta: 16:41:06 time: 0.3226 data_time: 0.0191 memory: 9395 grad_norm: 8.2024 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2669 loss: 1.2669 2022/08/17 00:50:02 - mmengine - INFO - Epoch(train) [205][3400/3757] lr: 1.0000e-04 eta: 16:40:35 time: 0.3173 data_time: 0.0182 memory: 9395 grad_norm: 8.0626 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5067 loss: 1.5067 2022/08/17 00:50:34 - mmengine - INFO - Epoch(train) [205][3500/3757] lr: 1.0000e-04 eta: 16:40:04 time: 0.3155 data_time: 0.0174 memory: 9395 grad_norm: 8.4288 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2162 loss: 1.2162 2022/08/17 00:50:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 00:51:06 - mmengine - INFO - Epoch(train) [205][3600/3757] lr: 1.0000e-04 eta: 16:39:32 time: 0.3176 data_time: 0.0176 memory: 9395 grad_norm: 8.5172 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4301 loss: 1.4301 2022/08/17 00:51:38 - mmengine - INFO - Epoch(train) [205][3700/3757] lr: 1.0000e-04 eta: 16:39:01 time: 0.3163 data_time: 0.0165 memory: 9395 grad_norm: 8.2031 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3838 loss: 1.3838 2022/08/17 00:51:56 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 00:51:56 - mmengine - INFO - Epoch(train) [205][3757/3757] lr: 1.0000e-04 eta: 16:38:49 time: 0.3094 data_time: 0.0164 memory: 9395 grad_norm: 8.1836 top1_acc: 0.8571 top5_acc: 0.8571 loss_cls: 1.4768 loss: 1.4768 2022/08/17 00:52:14 - mmengine - INFO - Epoch(val) [205][100/310] eta: 0:00:37 time: 0.1785 data_time: 0.0783 memory: 1523 2022/08/17 00:52:32 - mmengine - INFO - Epoch(val) [205][200/310] eta: 0:00:16 time: 0.1519 data_time: 0.0539 memory: 1523 2022/08/17 00:52:48 - mmengine - INFO - Epoch(val) [205][300/310] eta: 0:00:01 time: 0.1674 data_time: 0.0661 memory: 1523 2022/08/17 00:52:53 - mmengine - INFO - Epoch(val) [205][310/310] acc/top1: 0.6904 acc/top5: 0.8835 acc/mean1: 0.6903 2022/08/17 00:53:26 - mmengine - INFO - Epoch(train) [206][100/3757] lr: 1.0000e-04 eta: 16:38:11 time: 0.3212 data_time: 0.0190 memory: 9395 grad_norm: 8.2775 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4270 loss: 1.4270 2022/08/17 00:53:58 - mmengine - INFO - Epoch(train) [206][200/3757] lr: 1.0000e-04 eta: 16:37:40 time: 0.3155 data_time: 0.0173 memory: 9395 grad_norm: 8.3724 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4781 loss: 1.4781 2022/08/17 00:54:30 - mmengine - INFO - Epoch(train) [206][300/3757] lr: 1.0000e-04 eta: 16:37:09 time: 0.3168 data_time: 0.0170 memory: 9395 grad_norm: 8.0161 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1271 loss: 1.1271 2022/08/17 00:55:02 - mmengine - INFO - Epoch(train) [206][400/3757] lr: 1.0000e-04 eta: 16:36:38 time: 0.3163 data_time: 0.0173 memory: 9395 grad_norm: 8.0032 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3987 loss: 1.3987 2022/08/17 00:55:34 - mmengine - INFO - Epoch(train) [206][500/3757] lr: 1.0000e-04 eta: 16:36:07 time: 0.3157 data_time: 0.0181 memory: 9395 grad_norm: 8.4973 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4302 loss: 1.4302 2022/08/17 00:56:06 - mmengine - INFO - Epoch(train) [206][600/3757] lr: 1.0000e-04 eta: 16:35:36 time: 0.3164 data_time: 0.0170 memory: 9395 grad_norm: 8.2831 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4297 loss: 1.4297 2022/08/17 00:56:38 - mmengine - INFO - Epoch(train) [206][700/3757] lr: 1.0000e-04 eta: 16:35:05 time: 0.3148 data_time: 0.0188 memory: 9395 grad_norm: 8.3662 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2943 loss: 1.2943 2022/08/17 00:57:09 - mmengine - INFO - Epoch(train) [206][800/3757] lr: 1.0000e-04 eta: 16:34:33 time: 0.3244 data_time: 0.0177 memory: 9395 grad_norm: 8.2961 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6342 loss: 1.6342 2022/08/17 00:57:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 00:57:41 - mmengine - INFO - Epoch(train) [206][900/3757] lr: 1.0000e-04 eta: 16:34:02 time: 0.3154 data_time: 0.0175 memory: 9395 grad_norm: 8.6837 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3941 loss: 1.3941 2022/08/17 00:58:13 - mmengine - INFO - Epoch(train) [206][1000/3757] lr: 1.0000e-04 eta: 16:33:31 time: 0.3162 data_time: 0.0195 memory: 9395 grad_norm: 8.8336 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4759 loss: 1.4759 2022/08/17 00:58:45 - mmengine - INFO - Epoch(train) [206][1100/3757] lr: 1.0000e-04 eta: 16:33:00 time: 0.3169 data_time: 0.0173 memory: 9395 grad_norm: 8.4182 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.1530 loss: 1.1530 2022/08/17 00:59:17 - mmengine - INFO - Epoch(train) [206][1200/3757] lr: 1.0000e-04 eta: 16:32:29 time: 0.3165 data_time: 0.0172 memory: 9395 grad_norm: 8.3746 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2442 loss: 1.2442 2022/08/17 00:59:49 - mmengine - INFO - Epoch(train) [206][1300/3757] lr: 1.0000e-04 eta: 16:31:58 time: 0.3214 data_time: 0.0201 memory: 9395 grad_norm: 8.6475 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3908 loss: 1.3908 2022/08/17 01:00:21 - mmengine - INFO - Epoch(train) [206][1400/3757] lr: 1.0000e-04 eta: 16:31:27 time: 0.3173 data_time: 0.0173 memory: 9395 grad_norm: 8.3309 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4401 loss: 1.4401 2022/08/17 01:00:53 - mmengine - INFO - Epoch(train) [206][1500/3757] lr: 1.0000e-04 eta: 16:30:55 time: 0.3169 data_time: 0.0176 memory: 9395 grad_norm: 8.3765 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3899 loss: 1.3899 2022/08/17 01:01:25 - mmengine - INFO - Epoch(train) [206][1600/3757] lr: 1.0000e-04 eta: 16:30:24 time: 0.3156 data_time: 0.0167 memory: 9395 grad_norm: 8.1851 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5406 loss: 1.5406 2022/08/17 01:01:57 - mmengine - INFO - Epoch(train) [206][1700/3757] lr: 1.0000e-04 eta: 16:29:53 time: 0.3159 data_time: 0.0173 memory: 9395 grad_norm: 8.1926 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5396 loss: 1.5396 2022/08/17 01:02:29 - mmengine - INFO - Epoch(train) [206][1800/3757] lr: 1.0000e-04 eta: 16:29:22 time: 0.3168 data_time: 0.0178 memory: 9395 grad_norm: 8.3341 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4476 loss: 1.4476 2022/08/17 01:02:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 01:03:00 - mmengine - INFO - Epoch(train) [206][1900/3757] lr: 1.0000e-04 eta: 16:28:51 time: 0.3170 data_time: 0.0169 memory: 9395 grad_norm: 8.3946 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2833 loss: 1.2833 2022/08/17 01:03:32 - mmengine - INFO - Epoch(train) [206][2000/3757] lr: 1.0000e-04 eta: 16:28:20 time: 0.3180 data_time: 0.0190 memory: 9395 grad_norm: 8.4547 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3588 loss: 1.3588 2022/08/17 01:04:04 - mmengine - INFO - Epoch(train) [206][2100/3757] lr: 1.0000e-04 eta: 16:27:48 time: 0.3141 data_time: 0.0173 memory: 9395 grad_norm: 8.1623 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3666 loss: 1.3666 2022/08/17 01:04:36 - mmengine - INFO - Epoch(train) [206][2200/3757] lr: 1.0000e-04 eta: 16:27:17 time: 0.3178 data_time: 0.0189 memory: 9395 grad_norm: 8.3133 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3972 loss: 1.3972 2022/08/17 01:05:08 - mmengine - INFO - Epoch(train) [206][2300/3757] lr: 1.0000e-04 eta: 16:26:46 time: 0.3196 data_time: 0.0183 memory: 9395 grad_norm: 8.4790 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3411 loss: 1.3411 2022/08/17 01:05:40 - mmengine - INFO - Epoch(train) [206][2400/3757] lr: 1.0000e-04 eta: 16:26:15 time: 0.3158 data_time: 0.0172 memory: 9395 grad_norm: 8.3029 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.5084 loss: 1.5084 2022/08/17 01:06:12 - mmengine - INFO - Epoch(train) [206][2500/3757] lr: 1.0000e-04 eta: 16:25:44 time: 0.3248 data_time: 0.0167 memory: 9395 grad_norm: 8.4638 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.2276 loss: 1.2276 2022/08/17 01:06:44 - mmengine - INFO - Epoch(train) [206][2600/3757] lr: 1.0000e-04 eta: 16:25:13 time: 0.3166 data_time: 0.0173 memory: 9395 grad_norm: 8.2214 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4752 loss: 1.4752 2022/08/17 01:07:16 - mmengine - INFO - Epoch(train) [206][2700/3757] lr: 1.0000e-04 eta: 16:24:42 time: 0.3167 data_time: 0.0179 memory: 9395 grad_norm: 8.4243 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4364 loss: 1.4364 2022/08/17 01:07:48 - mmengine - INFO - Epoch(train) [206][2800/3757] lr: 1.0000e-04 eta: 16:24:10 time: 0.3207 data_time: 0.0169 memory: 9395 grad_norm: 8.3464 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4739 loss: 1.4739 2022/08/17 01:07:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 01:08:19 - mmengine - INFO - Epoch(train) [206][2900/3757] lr: 1.0000e-04 eta: 16:23:39 time: 0.3163 data_time: 0.0180 memory: 9395 grad_norm: 8.2120 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5022 loss: 1.5022 2022/08/17 01:08:51 - mmengine - INFO - Epoch(train) [206][3000/3757] lr: 1.0000e-04 eta: 16:23:08 time: 0.3204 data_time: 0.0181 memory: 9395 grad_norm: 8.3191 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1669 loss: 1.1669 2022/08/17 01:09:23 - mmengine - INFO - Epoch(train) [206][3100/3757] lr: 1.0000e-04 eta: 16:22:37 time: 0.3148 data_time: 0.0188 memory: 9395 grad_norm: 8.2376 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1832 loss: 1.1832 2022/08/17 01:09:55 - mmengine - INFO - Epoch(train) [206][3200/3757] lr: 1.0000e-04 eta: 16:22:06 time: 0.3155 data_time: 0.0172 memory: 9395 grad_norm: 8.5506 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5420 loss: 1.5420 2022/08/17 01:10:27 - mmengine - INFO - Epoch(train) [206][3300/3757] lr: 1.0000e-04 eta: 16:21:35 time: 0.3161 data_time: 0.0174 memory: 9395 grad_norm: 8.4664 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3418 loss: 1.3418 2022/08/17 01:10:59 - mmengine - INFO - Epoch(train) [206][3400/3757] lr: 1.0000e-04 eta: 16:21:04 time: 0.3163 data_time: 0.0178 memory: 9395 grad_norm: 8.2820 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3317 loss: 1.3317 2022/08/17 01:11:31 - mmengine - INFO - Epoch(train) [206][3500/3757] lr: 1.0000e-04 eta: 16:20:32 time: 0.3205 data_time: 0.0168 memory: 9395 grad_norm: 8.4114 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3064 loss: 1.3064 2022/08/17 01:12:03 - mmengine - INFO - Epoch(train) [206][3600/3757] lr: 1.0000e-04 eta: 16:20:01 time: 0.3160 data_time: 0.0188 memory: 9395 grad_norm: 8.2596 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4433 loss: 1.4433 2022/08/17 01:12:35 - mmengine - INFO - Epoch(train) [206][3700/3757] lr: 1.0000e-04 eta: 16:19:30 time: 0.3164 data_time: 0.0174 memory: 9395 grad_norm: 8.3342 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.1848 loss: 1.1848 2022/08/17 01:12:53 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 01:12:53 - mmengine - INFO - Epoch(train) [206][3757/3757] lr: 1.0000e-04 eta: 16:19:18 time: 0.3156 data_time: 0.0188 memory: 9395 grad_norm: 8.7131 top1_acc: 0.7143 top5_acc: 1.0000 loss_cls: 1.4062 loss: 1.4062 2022/08/17 01:13:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 01:13:27 - mmengine - INFO - Epoch(train) [207][100/3757] lr: 1.0000e-04 eta: 16:18:40 time: 0.3155 data_time: 0.0176 memory: 9395 grad_norm: 8.3268 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1841 loss: 1.1841 2022/08/17 01:13:59 - mmengine - INFO - Epoch(train) [207][200/3757] lr: 1.0000e-04 eta: 16:18:09 time: 0.3157 data_time: 0.0179 memory: 9395 grad_norm: 8.7067 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5607 loss: 1.5607 2022/08/17 01:14:30 - mmengine - INFO - Epoch(train) [207][300/3757] lr: 1.0000e-04 eta: 16:17:38 time: 0.3186 data_time: 0.0183 memory: 9395 grad_norm: 8.4827 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4307 loss: 1.4307 2022/08/17 01:15:02 - mmengine - INFO - Epoch(train) [207][400/3757] lr: 1.0000e-04 eta: 16:17:07 time: 0.3156 data_time: 0.0182 memory: 9395 grad_norm: 8.2212 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.3831 loss: 1.3831 2022/08/17 01:15:34 - mmengine - INFO - Epoch(train) [207][500/3757] lr: 1.0000e-04 eta: 16:16:36 time: 0.3250 data_time: 0.0178 memory: 9395 grad_norm: 8.6046 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5153 loss: 1.5153 2022/08/17 01:16:06 - mmengine - INFO - Epoch(train) [207][600/3757] lr: 1.0000e-04 eta: 16:16:05 time: 0.3153 data_time: 0.0163 memory: 9395 grad_norm: 8.3286 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5139 loss: 1.5139 2022/08/17 01:16:38 - mmengine - INFO - Epoch(train) [207][700/3757] lr: 1.0000e-04 eta: 16:15:33 time: 0.3160 data_time: 0.0172 memory: 9395 grad_norm: 8.7137 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3027 loss: 1.3027 2022/08/17 01:17:10 - mmengine - INFO - Epoch(train) [207][800/3757] lr: 1.0000e-04 eta: 16:15:02 time: 0.3217 data_time: 0.0179 memory: 9395 grad_norm: 8.4546 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.3078 loss: 1.3078 2022/08/17 01:17:42 - mmengine - INFO - Epoch(train) [207][900/3757] lr: 1.0000e-04 eta: 16:14:31 time: 0.3162 data_time: 0.0187 memory: 9395 grad_norm: 8.2090 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5447 loss: 1.5447 2022/08/17 01:18:14 - mmengine - INFO - Epoch(train) [207][1000/3757] lr: 1.0000e-04 eta: 16:14:00 time: 0.3209 data_time: 0.0184 memory: 9395 grad_norm: 8.4194 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2154 loss: 1.2154 2022/08/17 01:18:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 01:18:46 - mmengine - INFO - Epoch(train) [207][1100/3757] lr: 1.0000e-04 eta: 16:13:29 time: 0.3158 data_time: 0.0185 memory: 9395 grad_norm: 8.3932 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3464 loss: 1.3464 2022/08/17 01:19:18 - mmengine - INFO - Epoch(train) [207][1200/3757] lr: 1.0000e-04 eta: 16:12:58 time: 0.3160 data_time: 0.0174 memory: 9395 grad_norm: 8.8223 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5848 loss: 1.5848 2022/08/17 01:19:50 - mmengine - INFO - Epoch(train) [207][1300/3757] lr: 1.0000e-04 eta: 16:12:27 time: 0.3289 data_time: 0.0179 memory: 9395 grad_norm: 8.3276 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2909 loss: 1.2909 2022/08/17 01:20:22 - mmengine - INFO - Epoch(train) [207][1400/3757] lr: 1.0000e-04 eta: 16:11:55 time: 0.3196 data_time: 0.0184 memory: 9395 grad_norm: 8.5800 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3985 loss: 1.3985 2022/08/17 01:20:54 - mmengine - INFO - Epoch(train) [207][1500/3757] lr: 1.0000e-04 eta: 16:11:24 time: 0.3176 data_time: 0.0181 memory: 9395 grad_norm: 8.4775 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.3782 loss: 1.3782 2022/08/17 01:21:26 - mmengine - INFO - Epoch(train) [207][1600/3757] lr: 1.0000e-04 eta: 16:10:53 time: 0.3159 data_time: 0.0172 memory: 9395 grad_norm: 8.5101 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.2179 loss: 1.2179 2022/08/17 01:21:57 - mmengine - INFO - Epoch(train) [207][1700/3757] lr: 1.0000e-04 eta: 16:10:22 time: 0.3161 data_time: 0.0173 memory: 9395 grad_norm: 8.0729 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3263 loss: 1.3263 2022/08/17 01:22:30 - mmengine - INFO - Epoch(train) [207][1800/3757] lr: 1.0000e-04 eta: 16:09:51 time: 0.3238 data_time: 0.0199 memory: 9395 grad_norm: 8.6434 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3759 loss: 1.3759 2022/08/17 01:23:01 - mmengine - INFO - Epoch(train) [207][1900/3757] lr: 1.0000e-04 eta: 16:09:20 time: 0.3174 data_time: 0.0194 memory: 9395 grad_norm: 8.6360 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3954 loss: 1.3954 2022/08/17 01:23:33 - mmengine - INFO - Epoch(train) [207][2000/3757] lr: 1.0000e-04 eta: 16:08:49 time: 0.3159 data_time: 0.0179 memory: 9395 grad_norm: 8.7456 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2502 loss: 1.2502 2022/08/17 01:23:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 01:24:05 - mmengine - INFO - Epoch(train) [207][2100/3757] lr: 1.0000e-04 eta: 16:08:17 time: 0.3179 data_time: 0.0194 memory: 9395 grad_norm: 8.5479 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4287 loss: 1.4287 2022/08/17 01:24:37 - mmengine - INFO - Epoch(train) [207][2200/3757] lr: 1.0000e-04 eta: 16:07:46 time: 0.3164 data_time: 0.0177 memory: 9395 grad_norm: 8.4072 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2139 loss: 1.2139 2022/08/17 01:25:09 - mmengine - INFO - Epoch(train) [207][2300/3757] lr: 1.0000e-04 eta: 16:07:15 time: 0.3164 data_time: 0.0196 memory: 9395 grad_norm: 8.5236 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4672 loss: 1.4672 2022/08/17 01:25:41 - mmengine - INFO - Epoch(train) [207][2400/3757] lr: 1.0000e-04 eta: 16:06:44 time: 0.3189 data_time: 0.0187 memory: 9395 grad_norm: 8.5748 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1851 loss: 1.1851 2022/08/17 01:26:13 - mmengine - INFO - Epoch(train) [207][2500/3757] lr: 1.0000e-04 eta: 16:06:13 time: 0.3170 data_time: 0.0194 memory: 9395 grad_norm: 8.4480 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3319 loss: 1.3319 2022/08/17 01:26:45 - mmengine - INFO - Epoch(train) [207][2600/3757] lr: 1.0000e-04 eta: 16:05:42 time: 0.3192 data_time: 0.0187 memory: 9395 grad_norm: 8.3601 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2844 loss: 1.2844 2022/08/17 01:27:17 - mmengine - INFO - Epoch(train) [207][2700/3757] lr: 1.0000e-04 eta: 16:05:10 time: 0.3170 data_time: 0.0194 memory: 9395 grad_norm: 8.6212 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.4339 loss: 1.4339 2022/08/17 01:27:49 - mmengine - INFO - Epoch(train) [207][2800/3757] lr: 1.0000e-04 eta: 16:04:39 time: 0.3159 data_time: 0.0182 memory: 9395 grad_norm: 8.2556 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2635 loss: 1.2635 2022/08/17 01:28:21 - mmengine - INFO - Epoch(train) [207][2900/3757] lr: 1.0000e-04 eta: 16:04:08 time: 0.3169 data_time: 0.0177 memory: 9395 grad_norm: 8.5250 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4718 loss: 1.4718 2022/08/17 01:28:53 - mmengine - INFO - Epoch(train) [207][3000/3757] lr: 1.0000e-04 eta: 16:03:37 time: 0.3149 data_time: 0.0163 memory: 9395 grad_norm: 8.2631 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0401 loss: 1.0401 2022/08/17 01:29:11 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 01:29:25 - mmengine - INFO - Epoch(train) [207][3100/3757] lr: 1.0000e-04 eta: 16:03:06 time: 0.3206 data_time: 0.0201 memory: 9395 grad_norm: 8.3445 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2526 loss: 1.2526 2022/08/17 01:29:57 - mmengine - INFO - Epoch(train) [207][3200/3757] lr: 1.0000e-04 eta: 16:02:35 time: 0.3172 data_time: 0.0170 memory: 9395 grad_norm: 8.4777 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.3690 loss: 1.3690 2022/08/17 01:30:29 - mmengine - INFO - Epoch(train) [207][3300/3757] lr: 1.0000e-04 eta: 16:02:04 time: 0.3154 data_time: 0.0171 memory: 9395 grad_norm: 8.0077 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2643 loss: 1.2643 2022/08/17 01:31:01 - mmengine - INFO - Epoch(train) [207][3400/3757] lr: 1.0000e-04 eta: 16:01:32 time: 0.3184 data_time: 0.0176 memory: 9395 grad_norm: 8.4158 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2936 loss: 1.2936 2022/08/17 01:31:33 - mmengine - INFO - Epoch(train) [207][3500/3757] lr: 1.0000e-04 eta: 16:01:01 time: 0.3177 data_time: 0.0189 memory: 9395 grad_norm: 8.3664 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.2441 loss: 1.2441 2022/08/17 01:32:05 - mmengine - INFO - Epoch(train) [207][3600/3757] lr: 1.0000e-04 eta: 16:00:30 time: 0.3166 data_time: 0.0181 memory: 9395 grad_norm: 8.6477 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5514 loss: 1.5514 2022/08/17 01:32:36 - mmengine - INFO - Epoch(train) [207][3700/3757] lr: 1.0000e-04 eta: 15:59:59 time: 0.3145 data_time: 0.0174 memory: 9395 grad_norm: 8.8826 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3679 loss: 1.3679 2022/08/17 01:32:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 01:32:54 - mmengine - INFO - Epoch(train) [207][3757/3757] lr: 1.0000e-04 eta: 15:59:47 time: 0.3101 data_time: 0.0193 memory: 9395 grad_norm: 8.4478 top1_acc: 0.7143 top5_acc: 1.0000 loss_cls: 1.2232 loss: 1.2232 2022/08/17 01:33:28 - mmengine - INFO - Epoch(train) [208][100/3757] lr: 1.0000e-04 eta: 15:59:09 time: 0.3154 data_time: 0.0186 memory: 9395 grad_norm: 8.5004 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.5038 loss: 1.5038 2022/08/17 01:34:00 - mmengine - INFO - Epoch(train) [208][200/3757] lr: 1.0000e-04 eta: 15:58:38 time: 0.3161 data_time: 0.0177 memory: 9395 grad_norm: 8.5426 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5284 loss: 1.5284 2022/08/17 01:34:32 - mmengine - INFO - Epoch(train) [208][300/3757] lr: 1.0000e-04 eta: 15:58:07 time: 0.3165 data_time: 0.0185 memory: 9395 grad_norm: 8.6067 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4456 loss: 1.4456 2022/08/17 01:34:32 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 01:35:03 - mmengine - INFO - Epoch(train) [208][400/3757] lr: 1.0000e-04 eta: 15:57:36 time: 0.3161 data_time: 0.0168 memory: 9395 grad_norm: 8.3081 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2542 loss: 1.2542 2022/08/17 01:35:35 - mmengine - INFO - Epoch(train) [208][500/3757] lr: 1.0000e-04 eta: 15:57:04 time: 0.3192 data_time: 0.0176 memory: 9395 grad_norm: 8.3152 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3867 loss: 1.3867 2022/08/17 01:36:07 - mmengine - INFO - Epoch(train) [208][600/3757] lr: 1.0000e-04 eta: 15:56:33 time: 0.3149 data_time: 0.0166 memory: 9395 grad_norm: 8.5621 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6793 loss: 1.6793 2022/08/17 01:36:39 - mmengine - INFO - Epoch(train) [208][700/3757] lr: 1.0000e-04 eta: 15:56:02 time: 0.3151 data_time: 0.0179 memory: 9395 grad_norm: 8.3464 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4463 loss: 1.4463 2022/08/17 01:37:11 - mmengine - INFO - Epoch(train) [208][800/3757] lr: 1.0000e-04 eta: 15:55:31 time: 0.3165 data_time: 0.0170 memory: 9395 grad_norm: 8.2986 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5214 loss: 1.5214 2022/08/17 01:37:43 - mmengine - INFO - Epoch(train) [208][900/3757] lr: 1.0000e-04 eta: 15:55:00 time: 0.3189 data_time: 0.0169 memory: 9395 grad_norm: 8.5406 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.4030 loss: 1.4030 2022/08/17 01:38:15 - mmengine - INFO - Epoch(train) [208][1000/3757] lr: 1.0000e-04 eta: 15:54:29 time: 0.3201 data_time: 0.0183 memory: 9395 grad_norm: 8.5058 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4132 loss: 1.4132 2022/08/17 01:38:47 - mmengine - INFO - Epoch(train) [208][1100/3757] lr: 1.0000e-04 eta: 15:53:57 time: 0.3130 data_time: 0.0168 memory: 9395 grad_norm: 8.5907 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3725 loss: 1.3725 2022/08/17 01:39:18 - mmengine - INFO - Epoch(train) [208][1200/3757] lr: 1.0000e-04 eta: 15:53:26 time: 0.3167 data_time: 0.0176 memory: 9395 grad_norm: 8.5897 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3640 loss: 1.3640 2022/08/17 01:39:50 - mmengine - INFO - Epoch(train) [208][1300/3757] lr: 1.0000e-04 eta: 15:52:55 time: 0.3170 data_time: 0.0169 memory: 9395 grad_norm: 8.5311 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4348 loss: 1.4348 2022/08/17 01:39:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 01:40:22 - mmengine - INFO - Epoch(train) [208][1400/3757] lr: 1.0000e-04 eta: 15:52:24 time: 0.3145 data_time: 0.0169 memory: 9395 grad_norm: 8.2006 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4092 loss: 1.4092 2022/08/17 01:40:54 - mmengine - INFO - Epoch(train) [208][1500/3757] lr: 1.0000e-04 eta: 15:51:53 time: 0.3161 data_time: 0.0182 memory: 9395 grad_norm: 8.1655 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3956 loss: 1.3956 2022/08/17 01:41:26 - mmengine - INFO - Epoch(train) [208][1600/3757] lr: 1.0000e-04 eta: 15:51:22 time: 0.3179 data_time: 0.0172 memory: 9395 grad_norm: 8.4403 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5251 loss: 1.5251 2022/08/17 01:41:58 - mmengine - INFO - Epoch(train) [208][1700/3757] lr: 1.0000e-04 eta: 15:50:50 time: 0.3163 data_time: 0.0172 memory: 9395 grad_norm: 8.4964 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6678 loss: 1.6678 2022/08/17 01:42:30 - mmengine - INFO - Epoch(train) [208][1800/3757] lr: 1.0000e-04 eta: 15:50:19 time: 0.3154 data_time: 0.0180 memory: 9395 grad_norm: 8.6745 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3518 loss: 1.3518 2022/08/17 01:43:02 - mmengine - INFO - Epoch(train) [208][1900/3757] lr: 1.0000e-04 eta: 15:49:48 time: 0.3174 data_time: 0.0179 memory: 9395 grad_norm: 8.3143 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2403 loss: 1.2403 2022/08/17 01:43:34 - mmengine - INFO - Epoch(train) [208][2000/3757] lr: 1.0000e-04 eta: 15:49:17 time: 0.3173 data_time: 0.0170 memory: 9395 grad_norm: 8.2279 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3337 loss: 1.3337 2022/08/17 01:44:06 - mmengine - INFO - Epoch(train) [208][2100/3757] lr: 1.0000e-04 eta: 15:48:46 time: 0.3171 data_time: 0.0180 memory: 9395 grad_norm: 8.6976 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3948 loss: 1.3948 2022/08/17 01:44:37 - mmengine - INFO - Epoch(train) [208][2200/3757] lr: 1.0000e-04 eta: 15:48:15 time: 0.3157 data_time: 0.0173 memory: 9395 grad_norm: 8.3436 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3114 loss: 1.3114 2022/08/17 01:45:09 - mmengine - INFO - Epoch(train) [208][2300/3757] lr: 1.0000e-04 eta: 15:47:44 time: 0.3161 data_time: 0.0184 memory: 9395 grad_norm: 8.6592 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5883 loss: 1.5883 2022/08/17 01:45:10 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 01:45:41 - mmengine - INFO - Epoch(train) [208][2400/3757] lr: 1.0000e-04 eta: 15:47:12 time: 0.3167 data_time: 0.0180 memory: 9395 grad_norm: 8.2142 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0026 loss: 1.0026 2022/08/17 01:46:13 - mmengine - INFO - Epoch(train) [208][2500/3757] lr: 1.0000e-04 eta: 15:46:41 time: 0.3175 data_time: 0.0203 memory: 9395 grad_norm: 8.3477 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9590 loss: 0.9590 2022/08/17 01:46:45 - mmengine - INFO - Epoch(train) [208][2600/3757] lr: 1.0000e-04 eta: 15:46:10 time: 0.3186 data_time: 0.0191 memory: 9395 grad_norm: 8.4976 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4539 loss: 1.4539 2022/08/17 01:47:17 - mmengine - INFO - Epoch(train) [208][2700/3757] lr: 1.0000e-04 eta: 15:45:39 time: 0.3189 data_time: 0.0185 memory: 9395 grad_norm: 8.6636 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5822 loss: 1.5822 2022/08/17 01:47:49 - mmengine - INFO - Epoch(train) [208][2800/3757] lr: 1.0000e-04 eta: 15:45:08 time: 0.3145 data_time: 0.0167 memory: 9395 grad_norm: 8.4085 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2912 loss: 1.2912 2022/08/17 01:48:21 - mmengine - INFO - Epoch(train) [208][2900/3757] lr: 1.0000e-04 eta: 15:44:37 time: 0.3162 data_time: 0.0172 memory: 9395 grad_norm: 8.0752 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0712 loss: 1.0712 2022/08/17 01:48:53 - mmengine - INFO - Epoch(train) [208][3000/3757] lr: 1.0000e-04 eta: 15:44:05 time: 0.3168 data_time: 0.0184 memory: 9395 grad_norm: 8.6643 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2169 loss: 1.2169 2022/08/17 01:49:25 - mmengine - INFO - Epoch(train) [208][3100/3757] lr: 1.0000e-04 eta: 15:43:34 time: 0.3221 data_time: 0.0185 memory: 9395 grad_norm: 8.6907 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6597 loss: 1.6597 2022/08/17 01:49:57 - mmengine - INFO - Epoch(train) [208][3200/3757] lr: 1.0000e-04 eta: 15:43:03 time: 0.3169 data_time: 0.0183 memory: 9395 grad_norm: 8.7165 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2880 loss: 1.2880 2022/08/17 01:50:29 - mmengine - INFO - Epoch(train) [208][3300/3757] lr: 1.0000e-04 eta: 15:42:32 time: 0.3180 data_time: 0.0181 memory: 9395 grad_norm: 8.8788 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.1027 loss: 1.1027 2022/08/17 01:50:29 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 01:51:01 - mmengine - INFO - Epoch(train) [208][3400/3757] lr: 1.0000e-04 eta: 15:42:01 time: 0.3158 data_time: 0.0182 memory: 9395 grad_norm: 8.2377 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.3900 loss: 1.3900 2022/08/17 01:51:33 - mmengine - INFO - Epoch(train) [208][3500/3757] lr: 1.0000e-04 eta: 15:41:30 time: 0.3168 data_time: 0.0173 memory: 9395 grad_norm: 8.5366 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1947 loss: 1.1947 2022/08/17 01:52:05 - mmengine - INFO - Epoch(train) [208][3600/3757] lr: 1.0000e-04 eta: 15:40:59 time: 0.3219 data_time: 0.0181 memory: 9395 grad_norm: 8.2897 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2219 loss: 1.2219 2022/08/17 01:52:37 - mmengine - INFO - Epoch(train) [208][3700/3757] lr: 1.0000e-04 eta: 15:40:28 time: 0.3182 data_time: 0.0170 memory: 9395 grad_norm: 8.4858 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3688 loss: 1.3688 2022/08/17 01:52:55 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 01:52:55 - mmengine - INFO - Epoch(train) [208][3757/3757] lr: 1.0000e-04 eta: 15:40:15 time: 0.3099 data_time: 0.0166 memory: 9395 grad_norm: 8.6781 top1_acc: 0.8571 top5_acc: 1.0000 loss_cls: 1.3364 loss: 1.3364 2022/08/17 01:52:55 - mmengine - INFO - Saving checkpoint at 208 epochs 2022/08/17 01:53:32 - mmengine - INFO - Epoch(train) [209][100/3757] lr: 1.0000e-04 eta: 15:39:38 time: 0.3151 data_time: 0.0171 memory: 9395 grad_norm: 8.4850 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4525 loss: 1.4525 2022/08/17 01:54:04 - mmengine - INFO - Epoch(train) [209][200/3757] lr: 1.0000e-04 eta: 15:39:07 time: 0.3151 data_time: 0.0166 memory: 9395 grad_norm: 8.4923 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3691 loss: 1.3691 2022/08/17 01:54:36 - mmengine - INFO - Epoch(train) [209][300/3757] lr: 1.0000e-04 eta: 15:38:36 time: 0.3209 data_time: 0.0182 memory: 9395 grad_norm: 8.8444 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4536 loss: 1.4536 2022/08/17 01:55:08 - mmengine - INFO - Epoch(train) [209][400/3757] lr: 1.0000e-04 eta: 15:38:04 time: 0.3172 data_time: 0.0176 memory: 9395 grad_norm: 8.4428 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.5457 loss: 1.5457 2022/08/17 01:55:40 - mmengine - INFO - Epoch(train) [209][500/3757] lr: 1.0000e-04 eta: 15:37:33 time: 0.3170 data_time: 0.0178 memory: 9395 grad_norm: 8.4825 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2595 loss: 1.2595 2022/08/17 01:55:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 01:56:12 - mmengine - INFO - Epoch(train) [209][600/3757] lr: 1.0000e-04 eta: 15:37:02 time: 0.3165 data_time: 0.0174 memory: 9395 grad_norm: 8.1140 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3084 loss: 1.3084 2022/08/17 01:56:44 - mmengine - INFO - Epoch(train) [209][700/3757] lr: 1.0000e-04 eta: 15:36:31 time: 0.3166 data_time: 0.0182 memory: 9395 grad_norm: 8.4723 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.7635 loss: 1.7635 2022/08/17 01:57:16 - mmengine - INFO - Epoch(train) [209][800/3757] lr: 1.0000e-04 eta: 15:36:00 time: 0.3338 data_time: 0.0187 memory: 9395 grad_norm: 8.4003 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0611 loss: 1.0611 2022/08/17 01:57:48 - mmengine - INFO - Epoch(train) [209][900/3757] lr: 1.0000e-04 eta: 15:35:29 time: 0.3171 data_time: 0.0170 memory: 9395 grad_norm: 8.2777 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3112 loss: 1.3112 2022/08/17 01:58:20 - mmengine - INFO - Epoch(train) [209][1000/3757] lr: 1.0000e-04 eta: 15:34:58 time: 0.3161 data_time: 0.0177 memory: 9395 grad_norm: 8.7619 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5463 loss: 1.5463 2022/08/17 01:58:52 - mmengine - INFO - Epoch(train) [209][1100/3757] lr: 1.0000e-04 eta: 15:34:27 time: 0.3196 data_time: 0.0172 memory: 9395 grad_norm: 8.6035 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4638 loss: 1.4638 2022/08/17 01:59:24 - mmengine - INFO - Epoch(train) [209][1200/3757] lr: 1.0000e-04 eta: 15:33:55 time: 0.3162 data_time: 0.0176 memory: 9395 grad_norm: 8.4150 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4119 loss: 1.4119 2022/08/17 01:59:57 - mmengine - INFO - Epoch(train) [209][1300/3757] lr: 1.0000e-04 eta: 15:33:24 time: 0.3169 data_time: 0.0177 memory: 9395 grad_norm: 8.6396 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4132 loss: 1.4132 2022/08/17 02:00:31 - mmengine - INFO - Epoch(train) [209][1400/3757] lr: 1.0000e-04 eta: 15:32:54 time: 0.3167 data_time: 0.0168 memory: 9395 grad_norm: 8.0552 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3124 loss: 1.3124 2022/08/17 02:01:04 - mmengine - INFO - Epoch(train) [209][1500/3757] lr: 1.0000e-04 eta: 15:32:23 time: 0.3170 data_time: 0.0175 memory: 9395 grad_norm: 8.6859 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5201 loss: 1.5201 2022/08/17 02:01:18 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 02:01:36 - mmengine - INFO - Epoch(train) [209][1600/3757] lr: 1.0000e-04 eta: 15:31:52 time: 0.3272 data_time: 0.0193 memory: 9395 grad_norm: 8.6812 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3078 loss: 1.3078 2022/08/17 02:02:08 - mmengine - INFO - Epoch(train) [209][1700/3757] lr: 1.0000e-04 eta: 15:31:20 time: 0.3158 data_time: 0.0167 memory: 9395 grad_norm: 8.4553 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3090 loss: 1.3090 2022/08/17 02:02:40 - mmengine - INFO - Epoch(train) [209][1800/3757] lr: 1.0000e-04 eta: 15:30:49 time: 0.3167 data_time: 0.0169 memory: 9395 grad_norm: 8.5821 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1690 loss: 1.1690 2022/08/17 02:03:12 - mmengine - INFO - Epoch(train) [209][1900/3757] lr: 1.0000e-04 eta: 15:30:18 time: 0.3154 data_time: 0.0169 memory: 9395 grad_norm: 8.8029 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3707 loss: 1.3707 2022/08/17 02:03:44 - mmengine - INFO - Epoch(train) [209][2000/3757] lr: 1.0000e-04 eta: 15:29:47 time: 0.3156 data_time: 0.0175 memory: 9395 grad_norm: 8.6464 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2668 loss: 1.2668 2022/08/17 02:04:16 - mmengine - INFO - Epoch(train) [209][2100/3757] lr: 1.0000e-04 eta: 15:29:16 time: 0.3197 data_time: 0.0182 memory: 9395 grad_norm: 8.3803 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1077 loss: 1.1077 2022/08/17 02:04:48 - mmengine - INFO - Epoch(train) [209][2200/3757] lr: 1.0000e-04 eta: 15:28:45 time: 0.3151 data_time: 0.0176 memory: 9395 grad_norm: 8.5241 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4393 loss: 1.4393 2022/08/17 02:05:20 - mmengine - INFO - Epoch(train) [209][2300/3757] lr: 1.0000e-04 eta: 15:28:14 time: 0.3150 data_time: 0.0170 memory: 9395 grad_norm: 8.4279 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3405 loss: 1.3405 2022/08/17 02:05:52 - mmengine - INFO - Epoch(train) [209][2400/3757] lr: 1.0000e-04 eta: 15:27:42 time: 0.3144 data_time: 0.0170 memory: 9395 grad_norm: 7.9122 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5673 loss: 1.5673 2022/08/17 02:06:24 - mmengine - INFO - Epoch(train) [209][2500/3757] lr: 1.0000e-04 eta: 15:27:11 time: 0.3158 data_time: 0.0168 memory: 9395 grad_norm: 8.4257 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2684 loss: 1.2684 2022/08/17 02:06:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 02:06:56 - mmengine - INFO - Epoch(train) [209][2600/3757] lr: 1.0000e-04 eta: 15:26:40 time: 0.3239 data_time: 0.0162 memory: 9395 grad_norm: 8.1636 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5010 loss: 1.5010 2022/08/17 02:07:28 - mmengine - INFO - Epoch(train) [209][2700/3757] lr: 1.0000e-04 eta: 15:26:09 time: 0.3150 data_time: 0.0177 memory: 9395 grad_norm: 8.5642 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5676 loss: 1.5676 2022/08/17 02:08:00 - mmengine - INFO - Epoch(train) [209][2800/3757] lr: 1.0000e-04 eta: 15:25:38 time: 0.3141 data_time: 0.0178 memory: 9395 grad_norm: 8.8797 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4900 loss: 1.4900 2022/08/17 02:08:32 - mmengine - INFO - Epoch(train) [209][2900/3757] lr: 1.0000e-04 eta: 15:25:07 time: 0.3146 data_time: 0.0172 memory: 9395 grad_norm: 8.6679 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5556 loss: 1.5556 2022/08/17 02:09:04 - mmengine - INFO - Epoch(train) [209][3000/3757] lr: 1.0000e-04 eta: 15:24:36 time: 0.3158 data_time: 0.0171 memory: 9395 grad_norm: 8.4048 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2436 loss: 1.2436 2022/08/17 02:09:36 - mmengine - INFO - Epoch(train) [209][3100/3757] lr: 1.0000e-04 eta: 15:24:04 time: 0.3243 data_time: 0.0202 memory: 9395 grad_norm: 8.6294 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2643 loss: 1.2643 2022/08/17 02:10:08 - mmengine - INFO - Epoch(train) [209][3200/3757] lr: 1.0000e-04 eta: 15:23:33 time: 0.3165 data_time: 0.0182 memory: 9395 grad_norm: 8.5434 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3217 loss: 1.3217 2022/08/17 02:10:40 - mmengine - INFO - Epoch(train) [209][3300/3757] lr: 1.0000e-04 eta: 15:23:02 time: 0.3249 data_time: 0.0180 memory: 9395 grad_norm: 8.2811 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3958 loss: 1.3958 2022/08/17 02:11:12 - mmengine - INFO - Epoch(train) [209][3400/3757] lr: 1.0000e-04 eta: 15:22:31 time: 0.3189 data_time: 0.0181 memory: 9395 grad_norm: 8.3474 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3030 loss: 1.3030 2022/08/17 02:11:44 - mmengine - INFO - Epoch(train) [209][3500/3757] lr: 1.0000e-04 eta: 15:22:00 time: 0.3196 data_time: 0.0175 memory: 9395 grad_norm: 8.9055 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5445 loss: 1.5445 2022/08/17 02:11:58 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 02:12:16 - mmengine - INFO - Epoch(train) [209][3600/3757] lr: 1.0000e-04 eta: 15:21:29 time: 0.3169 data_time: 0.0171 memory: 9395 grad_norm: 8.8463 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4308 loss: 1.4308 2022/08/17 02:12:48 - mmengine - INFO - Epoch(train) [209][3700/3757] lr: 1.0000e-04 eta: 15:20:58 time: 0.3262 data_time: 0.0201 memory: 9395 grad_norm: 8.3479 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3621 loss: 1.3621 2022/08/17 02:13:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 02:13:06 - mmengine - INFO - Epoch(train) [209][3757/3757] lr: 1.0000e-04 eta: 15:20:45 time: 0.3148 data_time: 0.0189 memory: 9395 grad_norm: 8.6240 top1_acc: 0.8571 top5_acc: 0.8571 loss_cls: 1.4351 loss: 1.4351 2022/08/17 02:13:40 - mmengine - INFO - Epoch(train) [210][100/3757] lr: 1.0000e-04 eta: 15:20:08 time: 0.3154 data_time: 0.0171 memory: 9395 grad_norm: 8.7924 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3969 loss: 1.3969 2022/08/17 02:14:12 - mmengine - INFO - Epoch(train) [210][200/3757] lr: 1.0000e-04 eta: 15:19:37 time: 0.3159 data_time: 0.0177 memory: 9395 grad_norm: 8.5627 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7228 loss: 1.7228 2022/08/17 02:14:44 - mmengine - INFO - Epoch(train) [210][300/3757] lr: 1.0000e-04 eta: 15:19:06 time: 0.3213 data_time: 0.0165 memory: 9395 grad_norm: 8.3332 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2636 loss: 1.2636 2022/08/17 02:15:16 - mmengine - INFO - Epoch(train) [210][400/3757] lr: 1.0000e-04 eta: 15:18:34 time: 0.3151 data_time: 0.0172 memory: 9395 grad_norm: 8.3482 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4561 loss: 1.4561 2022/08/17 02:15:48 - mmengine - INFO - Epoch(train) [210][500/3757] lr: 1.0000e-04 eta: 15:18:03 time: 0.3237 data_time: 0.0180 memory: 9395 grad_norm: 8.6533 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4810 loss: 1.4810 2022/08/17 02:16:20 - mmengine - INFO - Epoch(train) [210][600/3757] lr: 1.0000e-04 eta: 15:17:32 time: 0.3216 data_time: 0.0178 memory: 9395 grad_norm: 8.3388 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6480 loss: 1.6480 2022/08/17 02:16:52 - mmengine - INFO - Epoch(train) [210][700/3757] lr: 1.0000e-04 eta: 15:17:01 time: 0.3156 data_time: 0.0165 memory: 9395 grad_norm: 8.4351 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3952 loss: 1.3952 2022/08/17 02:17:20 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 02:17:24 - mmengine - INFO - Epoch(train) [210][800/3757] lr: 1.0000e-04 eta: 15:16:30 time: 0.3147 data_time: 0.0165 memory: 9395 grad_norm: 8.3427 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5434 loss: 1.5434 2022/08/17 02:17:56 - mmengine - INFO - Epoch(train) [210][900/3757] lr: 1.0000e-04 eta: 15:15:59 time: 0.3280 data_time: 0.0177 memory: 9395 grad_norm: 8.3808 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4997 loss: 1.4997 2022/08/17 02:18:28 - mmengine - INFO - Epoch(train) [210][1000/3757] lr: 1.0000e-04 eta: 15:15:27 time: 0.3174 data_time: 0.0197 memory: 9395 grad_norm: 8.2986 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4330 loss: 1.4330 2022/08/17 02:19:00 - mmengine - INFO - Epoch(train) [210][1100/3757] lr: 1.0000e-04 eta: 15:14:56 time: 0.3199 data_time: 0.0188 memory: 9395 grad_norm: 8.3851 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.4427 loss: 1.4427 2022/08/17 02:19:31 - mmengine - INFO - Epoch(train) [210][1200/3757] lr: 1.0000e-04 eta: 15:14:25 time: 0.3156 data_time: 0.0173 memory: 9395 grad_norm: 8.5777 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5251 loss: 1.5251 2022/08/17 02:20:03 - mmengine - INFO - Epoch(train) [210][1300/3757] lr: 1.0000e-04 eta: 15:13:54 time: 0.3162 data_time: 0.0176 memory: 9395 grad_norm: 8.2409 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3543 loss: 1.3543 2022/08/17 02:20:35 - mmengine - INFO - Epoch(train) [210][1400/3757] lr: 1.0000e-04 eta: 15:13:23 time: 0.3144 data_time: 0.0169 memory: 9395 grad_norm: 8.5483 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2462 loss: 1.2462 2022/08/17 02:21:07 - mmengine - INFO - Epoch(train) [210][1500/3757] lr: 1.0000e-04 eta: 15:12:52 time: 0.3172 data_time: 0.0166 memory: 9395 grad_norm: 8.6398 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2214 loss: 1.2214 2022/08/17 02:21:39 - mmengine - INFO - Epoch(train) [210][1600/3757] lr: 1.0000e-04 eta: 15:12:20 time: 0.3153 data_time: 0.0167 memory: 9395 grad_norm: 8.2422 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1616 loss: 1.1616 2022/08/17 02:22:12 - mmengine - INFO - Epoch(train) [210][1700/3757] lr: 1.0000e-04 eta: 15:11:49 time: 0.3149 data_time: 0.0166 memory: 9395 grad_norm: 8.5279 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.2361 loss: 1.2361 2022/08/17 02:22:40 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 02:22:44 - mmengine - INFO - Epoch(train) [210][1800/3757] lr: 1.0000e-04 eta: 15:11:18 time: 0.3154 data_time: 0.0180 memory: 9395 grad_norm: 9.0532 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2133 loss: 1.2133 2022/08/17 02:23:16 - mmengine - INFO - Epoch(train) [210][1900/3757] lr: 1.0000e-04 eta: 15:10:47 time: 0.3235 data_time: 0.0190 memory: 9395 grad_norm: 8.6803 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4136 loss: 1.4136 2022/08/17 02:23:48 - mmengine - INFO - Epoch(train) [210][2000/3757] lr: 1.0000e-04 eta: 15:10:16 time: 0.3194 data_time: 0.0197 memory: 9395 grad_norm: 8.3127 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1720 loss: 1.1720 2022/08/17 02:24:20 - mmengine - INFO - Epoch(train) [210][2100/3757] lr: 1.0000e-04 eta: 15:09:45 time: 0.3158 data_time: 0.0172 memory: 9395 grad_norm: 8.6816 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5281 loss: 1.5281 2022/08/17 02:24:52 - mmengine - INFO - Epoch(train) [210][2200/3757] lr: 1.0000e-04 eta: 15:09:14 time: 0.3152 data_time: 0.0174 memory: 9395 grad_norm: 8.5782 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7720 loss: 1.7720 2022/08/17 02:25:24 - mmengine - INFO - Epoch(train) [210][2300/3757] lr: 1.0000e-04 eta: 15:08:43 time: 0.3147 data_time: 0.0171 memory: 9395 grad_norm: 8.7159 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4320 loss: 1.4320 2022/08/17 02:25:56 - mmengine - INFO - Epoch(train) [210][2400/3757] lr: 1.0000e-04 eta: 15:08:11 time: 0.3159 data_time: 0.0166 memory: 9395 grad_norm: 8.4899 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3276 loss: 1.3276 2022/08/17 02:26:28 - mmengine - INFO - Epoch(train) [210][2500/3757] lr: 1.0000e-04 eta: 15:07:40 time: 0.3326 data_time: 0.0181 memory: 9395 grad_norm: 8.5376 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6251 loss: 1.6251 2022/08/17 02:27:00 - mmengine - INFO - Epoch(train) [210][2600/3757] lr: 1.0000e-04 eta: 15:07:09 time: 0.3153 data_time: 0.0168 memory: 9395 grad_norm: 8.2362 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4402 loss: 1.4402 2022/08/17 02:27:32 - mmengine - INFO - Epoch(train) [210][2700/3757] lr: 1.0000e-04 eta: 15:06:38 time: 0.3149 data_time: 0.0173 memory: 9395 grad_norm: 8.5280 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3763 loss: 1.3763 2022/08/17 02:28:00 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 02:28:04 - mmengine - INFO - Epoch(train) [210][2800/3757] lr: 1.0000e-04 eta: 15:06:07 time: 0.3146 data_time: 0.0173 memory: 9395 grad_norm: 8.5890 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4041 loss: 1.4041 2022/08/17 02:28:36 - mmengine - INFO - Epoch(train) [210][2900/3757] lr: 1.0000e-04 eta: 15:05:36 time: 0.3169 data_time: 0.0181 memory: 9395 grad_norm: 8.9679 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6064 loss: 1.6064 2022/08/17 02:29:08 - mmengine - INFO - Epoch(train) [210][3000/3757] lr: 1.0000e-04 eta: 15:05:04 time: 0.3168 data_time: 0.0177 memory: 9395 grad_norm: 8.3618 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.6066 loss: 1.6066 2022/08/17 02:29:40 - mmengine - INFO - Epoch(train) [210][3100/3757] lr: 1.0000e-04 eta: 15:04:33 time: 0.3174 data_time: 0.0219 memory: 9395 grad_norm: 8.3152 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.2922 loss: 1.2922 2022/08/17 02:30:11 - mmengine - INFO - Epoch(train) [210][3200/3757] lr: 1.0000e-04 eta: 15:04:02 time: 0.3188 data_time: 0.0174 memory: 9395 grad_norm: 8.9866 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2565 loss: 1.2565 2022/08/17 02:30:43 - mmengine - INFO - Epoch(train) [210][3300/3757] lr: 1.0000e-04 eta: 15:03:31 time: 0.3165 data_time: 0.0173 memory: 9395 grad_norm: 8.2426 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.2679 loss: 1.2679 2022/08/17 02:31:15 - mmengine - INFO - Epoch(train) [210][3400/3757] lr: 1.0000e-04 eta: 15:03:00 time: 0.3152 data_time: 0.0175 memory: 9395 grad_norm: 8.3198 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4478 loss: 1.4478 2022/08/17 02:31:47 - mmengine - INFO - Epoch(train) [210][3500/3757] lr: 1.0000e-04 eta: 15:02:29 time: 0.3279 data_time: 0.0174 memory: 9395 grad_norm: 8.5875 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4517 loss: 1.4517 2022/08/17 02:32:19 - mmengine - INFO - Epoch(train) [210][3600/3757] lr: 1.0000e-04 eta: 15:01:57 time: 0.3191 data_time: 0.0205 memory: 9395 grad_norm: 8.5909 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4144 loss: 1.4144 2022/08/17 02:32:51 - mmengine - INFO - Epoch(train) [210][3700/3757] lr: 1.0000e-04 eta: 15:01:26 time: 0.3158 data_time: 0.0177 memory: 9395 grad_norm: 8.3715 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9691 loss: 0.9691 2022/08/17 02:33:09 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 02:33:09 - mmengine - INFO - Epoch(train) [210][3757/3757] lr: 1.0000e-04 eta: 15:01:14 time: 0.3104 data_time: 0.0173 memory: 9395 grad_norm: 8.1455 top1_acc: 0.7143 top5_acc: 1.0000 loss_cls: 1.5524 loss: 1.5524 2022/08/17 02:33:27 - mmengine - INFO - Epoch(val) [210][100/310] eta: 0:00:36 time: 0.1722 data_time: 0.0704 memory: 1523 2022/08/17 02:33:45 - mmengine - INFO - Epoch(val) [210][200/310] eta: 0:00:17 time: 0.1553 data_time: 0.0546 memory: 1523 2022/08/17 02:34:02 - mmengine - INFO - Epoch(val) [210][300/310] eta: 0:00:01 time: 0.1660 data_time: 0.0671 memory: 1523 2022/08/17 02:34:05 - mmengine - INFO - Epoch(val) [210][310/310] acc/top1: 0.6930 acc/top5: 0.8848 acc/mean1: 0.6930 2022/08/17 02:34:06 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr/best_acc/top1_epoch_201.pth is removed 2022/08/17 02:34:08 - mmengine - INFO - The best checkpoint with 0.6930 acc/top1 at 211 epoch is saved to best_acc/top1_epoch_211.pth. 2022/08/17 02:34:18 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 02:34:40 - mmengine - INFO - Epoch(train) [211][100/3757] lr: 1.0000e-04 eta: 15:00:36 time: 0.3174 data_time: 0.0181 memory: 9395 grad_norm: 8.3841 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3059 loss: 1.3059 2022/08/17 02:35:12 - mmengine - INFO - Epoch(train) [211][200/3757] lr: 1.0000e-04 eta: 15:00:05 time: 0.3149 data_time: 0.0181 memory: 9395 grad_norm: 8.6734 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4741 loss: 1.4741 2022/08/17 02:35:44 - mmengine - INFO - Epoch(train) [211][300/3757] lr: 1.0000e-04 eta: 14:59:34 time: 0.3175 data_time: 0.0174 memory: 9395 grad_norm: 8.7267 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3179 loss: 1.3179 2022/08/17 02:36:16 - mmengine - INFO - Epoch(train) [211][400/3757] lr: 1.0000e-04 eta: 14:59:03 time: 0.3184 data_time: 0.0173 memory: 9395 grad_norm: 8.3472 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5255 loss: 1.5255 2022/08/17 02:36:48 - mmengine - INFO - Epoch(train) [211][500/3757] lr: 1.0000e-04 eta: 14:58:32 time: 0.3172 data_time: 0.0172 memory: 9395 grad_norm: 8.3281 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3181 loss: 1.3181 2022/08/17 02:37:20 - mmengine - INFO - Epoch(train) [211][600/3757] lr: 1.0000e-04 eta: 14:58:00 time: 0.3162 data_time: 0.0176 memory: 9395 grad_norm: 8.5434 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.3817 loss: 1.3817 2022/08/17 02:37:51 - mmengine - INFO - Epoch(train) [211][700/3757] lr: 1.0000e-04 eta: 14:57:29 time: 0.3156 data_time: 0.0188 memory: 9395 grad_norm: 8.5433 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.3755 loss: 1.3755 2022/08/17 02:38:23 - mmengine - INFO - Epoch(train) [211][800/3757] lr: 1.0000e-04 eta: 14:56:58 time: 0.3145 data_time: 0.0166 memory: 9395 grad_norm: 8.5248 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1665 loss: 1.1665 2022/08/17 02:38:55 - mmengine - INFO - Epoch(train) [211][900/3757] lr: 1.0000e-04 eta: 14:56:27 time: 0.3153 data_time: 0.0161 memory: 9395 grad_norm: 8.4758 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4290 loss: 1.4290 2022/08/17 02:39:27 - mmengine - INFO - Epoch(train) [211][1000/3757] lr: 1.0000e-04 eta: 14:55:56 time: 0.3147 data_time: 0.0183 memory: 9395 grad_norm: 8.7577 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4195 loss: 1.4195 2022/08/17 02:39:36 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 02:39:59 - mmengine - INFO - Epoch(train) [211][1100/3757] lr: 1.0000e-04 eta: 14:55:24 time: 0.3171 data_time: 0.0189 memory: 9395 grad_norm: 8.5251 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.3449 loss: 1.3449 2022/08/17 02:40:31 - mmengine - INFO - Epoch(train) [211][1200/3757] lr: 1.0000e-04 eta: 14:54:53 time: 0.3204 data_time: 0.0188 memory: 9395 grad_norm: 8.5246 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4315 loss: 1.4315 2022/08/17 02:41:03 - mmengine - INFO - Epoch(train) [211][1300/3757] lr: 1.0000e-04 eta: 14:54:22 time: 0.3164 data_time: 0.0174 memory: 9395 grad_norm: 8.3027 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2998 loss: 1.2998 2022/08/17 02:41:35 - mmengine - INFO - Epoch(train) [211][1400/3757] lr: 1.0000e-04 eta: 14:53:51 time: 0.3154 data_time: 0.0170 memory: 9395 grad_norm: 8.7478 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3643 loss: 1.3643 2022/08/17 02:42:07 - mmengine - INFO - Epoch(train) [211][1500/3757] lr: 1.0000e-04 eta: 14:53:20 time: 0.3219 data_time: 0.0196 memory: 9395 grad_norm: 8.5918 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4083 loss: 1.4083 2022/08/17 02:42:38 - mmengine - INFO - Epoch(train) [211][1600/3757] lr: 1.0000e-04 eta: 14:52:49 time: 0.3149 data_time: 0.0170 memory: 9395 grad_norm: 8.4795 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2658 loss: 1.2658 2022/08/17 02:43:11 - mmengine - INFO - Epoch(train) [211][1700/3757] lr: 1.0000e-04 eta: 14:52:17 time: 0.3302 data_time: 0.0186 memory: 9395 grad_norm: 8.2480 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2512 loss: 1.2512 2022/08/17 02:43:43 - mmengine - INFO - Epoch(train) [211][1800/3757] lr: 1.0000e-04 eta: 14:51:46 time: 0.3162 data_time: 0.0165 memory: 9395 grad_norm: 8.5525 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.5400 loss: 1.5400 2022/08/17 02:44:15 - mmengine - INFO - Epoch(train) [211][1900/3757] lr: 1.0000e-04 eta: 14:51:15 time: 0.3159 data_time: 0.0168 memory: 9395 grad_norm: 8.4665 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3661 loss: 1.3661 2022/08/17 02:44:47 - mmengine - INFO - Epoch(train) [211][2000/3757] lr: 1.0000e-04 eta: 14:50:44 time: 0.3183 data_time: 0.0180 memory: 9395 grad_norm: 8.5141 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4085 loss: 1.4085 2022/08/17 02:44:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 02:45:19 - mmengine - INFO - Epoch(train) [211][2100/3757] lr: 1.0000e-04 eta: 14:50:13 time: 0.3158 data_time: 0.0171 memory: 9395 grad_norm: 8.5679 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2898 loss: 1.2898 2022/08/17 02:45:51 - mmengine - INFO - Epoch(train) [211][2200/3757] lr: 1.0000e-04 eta: 14:49:42 time: 0.3235 data_time: 0.0172 memory: 9395 grad_norm: 8.8951 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3845 loss: 1.3845 2022/08/17 02:46:23 - mmengine - INFO - Epoch(train) [211][2300/3757] lr: 1.0000e-04 eta: 14:49:11 time: 0.3165 data_time: 0.0178 memory: 9395 grad_norm: 8.7805 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5981 loss: 1.5981 2022/08/17 02:46:55 - mmengine - INFO - Epoch(train) [211][2400/3757] lr: 1.0000e-04 eta: 14:48:39 time: 0.3155 data_time: 0.0176 memory: 9395 grad_norm: 8.3121 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4289 loss: 1.4289 2022/08/17 02:47:27 - mmengine - INFO - Epoch(train) [211][2500/3757] lr: 1.0000e-04 eta: 14:48:08 time: 0.3159 data_time: 0.0171 memory: 9395 grad_norm: 8.5721 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3567 loss: 1.3567 2022/08/17 02:47:59 - mmengine - INFO - Epoch(train) [211][2600/3757] lr: 1.0000e-04 eta: 14:47:37 time: 0.3181 data_time: 0.0166 memory: 9395 grad_norm: 8.6070 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2708 loss: 1.2708 2022/08/17 02:48:31 - mmengine - INFO - Epoch(train) [211][2700/3757] lr: 1.0000e-04 eta: 14:47:06 time: 0.3207 data_time: 0.0187 memory: 9395 grad_norm: 8.1846 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2416 loss: 1.2416 2022/08/17 02:49:02 - mmengine - INFO - Epoch(train) [211][2800/3757] lr: 1.0000e-04 eta: 14:46:35 time: 0.3149 data_time: 0.0175 memory: 9395 grad_norm: 8.4665 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2955 loss: 1.2955 2022/08/17 02:49:34 - mmengine - INFO - Epoch(train) [211][2900/3757] lr: 1.0000e-04 eta: 14:46:03 time: 0.3142 data_time: 0.0167 memory: 9395 grad_norm: 8.6941 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4169 loss: 1.4169 2022/08/17 02:50:06 - mmengine - INFO - Epoch(train) [211][3000/3757] lr: 1.0000e-04 eta: 14:45:32 time: 0.3162 data_time: 0.0180 memory: 9395 grad_norm: 8.6764 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5093 loss: 1.5093 2022/08/17 02:50:16 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 02:50:38 - mmengine - INFO - Epoch(train) [211][3100/3757] lr: 1.0000e-04 eta: 14:45:01 time: 0.3171 data_time: 0.0188 memory: 9395 grad_norm: 8.5443 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4072 loss: 1.4072 2022/08/17 02:51:10 - mmengine - INFO - Epoch(train) [211][3200/3757] lr: 1.0000e-04 eta: 14:44:30 time: 0.3155 data_time: 0.0170 memory: 9395 grad_norm: 8.3154 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4585 loss: 1.4585 2022/08/17 02:51:41 - mmengine - INFO - Epoch(train) [211][3300/3757] lr: 1.0000e-04 eta: 14:43:59 time: 0.3154 data_time: 0.0177 memory: 9395 grad_norm: 8.3300 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2863 loss: 1.2863 2022/08/17 02:52:13 - mmengine - INFO - Epoch(train) [211][3400/3757] lr: 1.0000e-04 eta: 14:43:27 time: 0.3154 data_time: 0.0168 memory: 9395 grad_norm: 8.5947 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.2411 loss: 1.2411 2022/08/17 02:52:45 - mmengine - INFO - Epoch(train) [211][3500/3757] lr: 1.0000e-04 eta: 14:42:56 time: 0.3158 data_time: 0.0168 memory: 9395 grad_norm: 8.7297 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3827 loss: 1.3827 2022/08/17 02:53:17 - mmengine - INFO - Epoch(train) [211][3600/3757] lr: 1.0000e-04 eta: 14:42:25 time: 0.3158 data_time: 0.0179 memory: 9395 grad_norm: 8.5843 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.2078 loss: 1.2078 2022/08/17 02:53:49 - mmengine - INFO - Epoch(train) [211][3700/3757] lr: 1.0000e-04 eta: 14:41:54 time: 0.3136 data_time: 0.0169 memory: 9395 grad_norm: 8.6347 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4124 loss: 1.4124 2022/08/17 02:54:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 02:54:07 - mmengine - INFO - Epoch(train) [211][3757/3757] lr: 1.0000e-04 eta: 14:41:41 time: 0.3111 data_time: 0.0172 memory: 9395 grad_norm: 8.5236 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2410 loss: 1.2410 2022/08/17 02:54:40 - mmengine - INFO - Epoch(train) [212][100/3757] lr: 1.0000e-04 eta: 14:41:04 time: 0.3166 data_time: 0.0165 memory: 9395 grad_norm: 8.1876 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4364 loss: 1.4364 2022/08/17 02:55:12 - mmengine - INFO - Epoch(train) [212][200/3757] lr: 1.0000e-04 eta: 14:40:33 time: 0.3175 data_time: 0.0194 memory: 9395 grad_norm: 8.5284 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4105 loss: 1.4105 2022/08/17 02:55:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 02:55:44 - mmengine - INFO - Epoch(train) [212][300/3757] lr: 1.0000e-04 eta: 14:40:02 time: 0.3186 data_time: 0.0193 memory: 9395 grad_norm: 8.9609 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3641 loss: 1.3641 2022/08/17 02:56:16 - mmengine - INFO - Epoch(train) [212][400/3757] lr: 1.0000e-04 eta: 14:39:30 time: 0.3164 data_time: 0.0171 memory: 9395 grad_norm: 8.4864 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3940 loss: 1.3940 2022/08/17 02:56:48 - mmengine - INFO - Epoch(train) [212][500/3757] lr: 1.0000e-04 eta: 14:38:59 time: 0.3171 data_time: 0.0167 memory: 9395 grad_norm: 8.2997 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.3753 loss: 1.3753 2022/08/17 02:57:20 - mmengine - INFO - Epoch(train) [212][600/3757] lr: 1.0000e-04 eta: 14:38:28 time: 0.3201 data_time: 0.0178 memory: 9395 grad_norm: 8.8095 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5163 loss: 1.5163 2022/08/17 02:57:52 - mmengine - INFO - Epoch(train) [212][700/3757] lr: 1.0000e-04 eta: 14:37:57 time: 0.3156 data_time: 0.0168 memory: 9395 grad_norm: 8.5386 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2324 loss: 1.2324 2022/08/17 02:58:23 - mmengine - INFO - Epoch(train) [212][800/3757] lr: 1.0000e-04 eta: 14:37:26 time: 0.3166 data_time: 0.0184 memory: 9395 grad_norm: 8.6617 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.2786 loss: 1.2786 2022/08/17 02:58:55 - mmengine - INFO - Epoch(train) [212][900/3757] lr: 1.0000e-04 eta: 14:36:55 time: 0.3154 data_time: 0.0167 memory: 9395 grad_norm: 8.6895 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6426 loss: 1.6426 2022/08/17 02:59:27 - mmengine - INFO - Epoch(train) [212][1000/3757] lr: 1.0000e-04 eta: 14:36:23 time: 0.3153 data_time: 0.0166 memory: 9395 grad_norm: 8.5185 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3919 loss: 1.3919 2022/08/17 02:59:59 - mmengine - INFO - Epoch(train) [212][1100/3757] lr: 1.0000e-04 eta: 14:35:52 time: 0.3230 data_time: 0.0172 memory: 9395 grad_norm: 8.7438 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4615 loss: 1.4615 2022/08/17 03:00:31 - mmengine - INFO - Epoch(train) [212][1200/3757] lr: 1.0000e-04 eta: 14:35:21 time: 0.3182 data_time: 0.0168 memory: 9395 grad_norm: 8.6438 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4379 loss: 1.4379 2022/08/17 03:00:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 03:01:03 - mmengine - INFO - Epoch(train) [212][1300/3757] lr: 1.0000e-04 eta: 14:34:50 time: 0.3186 data_time: 0.0180 memory: 9395 grad_norm: 8.2870 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3022 loss: 1.3022 2022/08/17 03:01:35 - mmengine - INFO - Epoch(train) [212][1400/3757] lr: 1.0000e-04 eta: 14:34:19 time: 0.3161 data_time: 0.0169 memory: 9395 grad_norm: 8.4506 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.1950 loss: 1.1950 2022/08/17 03:02:07 - mmengine - INFO - Epoch(train) [212][1500/3757] lr: 1.0000e-04 eta: 14:33:47 time: 0.3147 data_time: 0.0170 memory: 9395 grad_norm: 8.8442 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2646 loss: 1.2646 2022/08/17 03:02:39 - mmengine - INFO - Epoch(train) [212][1600/3757] lr: 1.0000e-04 eta: 14:33:16 time: 0.3155 data_time: 0.0172 memory: 9395 grad_norm: 8.6815 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2923 loss: 1.2923 2022/08/17 03:03:10 - mmengine - INFO - Epoch(train) [212][1700/3757] lr: 1.0000e-04 eta: 14:32:45 time: 0.3164 data_time: 0.0170 memory: 9395 grad_norm: 8.5323 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3723 loss: 1.3723 2022/08/17 03:03:42 - mmengine - INFO - Epoch(train) [212][1800/3757] lr: 1.0000e-04 eta: 14:32:14 time: 0.3186 data_time: 0.0203 memory: 9395 grad_norm: 8.3283 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7626 loss: 1.7626 2022/08/17 03:04:14 - mmengine - INFO - Epoch(train) [212][1900/3757] lr: 1.0000e-04 eta: 14:31:43 time: 0.3161 data_time: 0.0168 memory: 9395 grad_norm: 8.3217 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1349 loss: 1.1349 2022/08/17 03:04:46 - mmengine - INFO - Epoch(train) [212][2000/3757] lr: 1.0000e-04 eta: 14:31:11 time: 0.3148 data_time: 0.0173 memory: 9395 grad_norm: 8.3092 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2617 loss: 1.2617 2022/08/17 03:05:18 - mmengine - INFO - Epoch(train) [212][2100/3757] lr: 1.0000e-04 eta: 14:30:40 time: 0.3150 data_time: 0.0173 memory: 9395 grad_norm: 8.6861 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1503 loss: 1.1503 2022/08/17 03:05:50 - mmengine - INFO - Epoch(train) [212][2200/3757] lr: 1.0000e-04 eta: 14:30:09 time: 0.3163 data_time: 0.0168 memory: 9395 grad_norm: 8.7824 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4133 loss: 1.4133 2022/08/17 03:06:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 03:06:22 - mmengine - INFO - Epoch(train) [212][2300/3757] lr: 1.0000e-04 eta: 14:29:38 time: 0.3192 data_time: 0.0181 memory: 9395 grad_norm: 8.4022 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2898 loss: 1.2898 2022/08/17 03:06:53 - mmengine - INFO - Epoch(train) [212][2400/3757] lr: 1.0000e-04 eta: 14:29:07 time: 0.3170 data_time: 0.0186 memory: 9395 grad_norm: 9.0198 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2019 loss: 1.2019 2022/08/17 03:07:25 - mmengine - INFO - Epoch(train) [212][2500/3757] lr: 1.0000e-04 eta: 14:28:36 time: 0.3186 data_time: 0.0185 memory: 9395 grad_norm: 8.5767 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3068 loss: 1.3068 2022/08/17 03:07:57 - mmengine - INFO - Epoch(train) [212][2600/3757] lr: 1.0000e-04 eta: 14:28:04 time: 0.3146 data_time: 0.0166 memory: 9395 grad_norm: 8.6068 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2122 loss: 1.2122 2022/08/17 03:08:29 - mmengine - INFO - Epoch(train) [212][2700/3757] lr: 1.0000e-04 eta: 14:27:33 time: 0.3164 data_time: 0.0178 memory: 9395 grad_norm: 8.5252 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3858 loss: 1.3858 2022/08/17 03:09:01 - mmengine - INFO - Epoch(train) [212][2800/3757] lr: 1.0000e-04 eta: 14:27:02 time: 0.3215 data_time: 0.0182 memory: 9395 grad_norm: 8.5857 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3678 loss: 1.3678 2022/08/17 03:09:33 - mmengine - INFO - Epoch(train) [212][2900/3757] lr: 1.0000e-04 eta: 14:26:31 time: 0.3171 data_time: 0.0175 memory: 9395 grad_norm: 8.3499 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2147 loss: 1.2147 2022/08/17 03:10:05 - mmengine - INFO - Epoch(train) [212][3000/3757] lr: 1.0000e-04 eta: 14:26:00 time: 0.3180 data_time: 0.0177 memory: 9395 grad_norm: 8.6545 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3609 loss: 1.3609 2022/08/17 03:10:37 - mmengine - INFO - Epoch(train) [212][3100/3757] lr: 1.0000e-04 eta: 14:25:28 time: 0.3167 data_time: 0.0171 memory: 9395 grad_norm: 8.7596 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3245 loss: 1.3245 2022/08/17 03:11:08 - mmengine - INFO - Epoch(train) [212][3200/3757] lr: 1.0000e-04 eta: 14:24:57 time: 0.3155 data_time: 0.0176 memory: 9395 grad_norm: 8.8517 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3132 loss: 1.3132 2022/08/17 03:11:32 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 03:11:40 - mmengine - INFO - Epoch(train) [212][3300/3757] lr: 1.0000e-04 eta: 14:24:26 time: 0.3185 data_time: 0.0184 memory: 9395 grad_norm: 8.2400 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5144 loss: 1.5144 2022/08/17 03:12:12 - mmengine - INFO - Epoch(train) [212][3400/3757] lr: 1.0000e-04 eta: 14:23:55 time: 0.3152 data_time: 0.0172 memory: 9395 grad_norm: 8.6417 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5989 loss: 1.5989 2022/08/17 03:12:44 - mmengine - INFO - Epoch(train) [212][3500/3757] lr: 1.0000e-04 eta: 14:23:24 time: 0.3191 data_time: 0.0192 memory: 9395 grad_norm: 8.5854 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2079 loss: 1.2079 2022/08/17 03:13:16 - mmengine - INFO - Epoch(train) [212][3600/3757] lr: 1.0000e-04 eta: 14:22:52 time: 0.3164 data_time: 0.0164 memory: 9395 grad_norm: 8.7354 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3783 loss: 1.3783 2022/08/17 03:13:48 - mmengine - INFO - Epoch(train) [212][3700/3757] lr: 1.0000e-04 eta: 14:22:21 time: 0.3152 data_time: 0.0173 memory: 9395 grad_norm: 8.5238 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2988 loss: 1.2988 2022/08/17 03:14:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 03:14:06 - mmengine - INFO - Epoch(train) [212][3757/3757] lr: 1.0000e-04 eta: 14:22:09 time: 0.3091 data_time: 0.0175 memory: 9395 grad_norm: 8.6533 top1_acc: 0.8571 top5_acc: 1.0000 loss_cls: 1.1091 loss: 1.1091 2022/08/17 03:14:06 - mmengine - INFO - Saving checkpoint at 212 epochs 2022/08/17 03:14:42 - mmengine - INFO - Epoch(train) [213][100/3757] lr: 1.0000e-04 eta: 14:21:31 time: 0.3160 data_time: 0.0175 memory: 9395 grad_norm: 8.3851 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3379 loss: 1.3379 2022/08/17 03:15:14 - mmengine - INFO - Epoch(train) [213][200/3757] lr: 1.0000e-04 eta: 14:21:00 time: 0.3173 data_time: 0.0178 memory: 9395 grad_norm: 8.5767 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3145 loss: 1.3145 2022/08/17 03:15:46 - mmengine - INFO - Epoch(train) [213][300/3757] lr: 1.0000e-04 eta: 14:20:29 time: 0.3164 data_time: 0.0170 memory: 9395 grad_norm: 8.5356 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2831 loss: 1.2831 2022/08/17 03:16:18 - mmengine - INFO - Epoch(train) [213][400/3757] lr: 1.0000e-04 eta: 14:19:58 time: 0.3148 data_time: 0.0172 memory: 9395 grad_norm: 8.8819 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4805 loss: 1.4805 2022/08/17 03:16:50 - mmengine - INFO - Epoch(train) [213][500/3757] lr: 1.0000e-04 eta: 14:19:27 time: 0.3171 data_time: 0.0168 memory: 9395 grad_norm: 8.6765 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2855 loss: 1.2855 2022/08/17 03:16:55 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 03:17:22 - mmengine - INFO - Epoch(train) [213][600/3757] lr: 1.0000e-04 eta: 14:18:55 time: 0.3148 data_time: 0.0170 memory: 9395 grad_norm: 8.4805 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2894 loss: 1.2894 2022/08/17 03:17:54 - mmengine - INFO - Epoch(train) [213][700/3757] lr: 1.0000e-04 eta: 14:18:24 time: 0.3176 data_time: 0.0178 memory: 9395 grad_norm: 8.7234 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5400 loss: 1.5400 2022/08/17 03:18:25 - mmengine - INFO - Epoch(train) [213][800/3757] lr: 1.0000e-04 eta: 14:17:53 time: 0.3161 data_time: 0.0167 memory: 9395 grad_norm: 8.7943 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5696 loss: 1.5696 2022/08/17 03:18:58 - mmengine - INFO - Epoch(train) [213][900/3757] lr: 1.0000e-04 eta: 14:17:22 time: 0.3168 data_time: 0.0165 memory: 9395 grad_norm: 8.4684 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3591 loss: 1.3591 2022/08/17 03:19:30 - mmengine - INFO - Epoch(train) [213][1000/3757] lr: 1.0000e-04 eta: 14:16:51 time: 0.3156 data_time: 0.0176 memory: 9395 grad_norm: 8.5579 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2298 loss: 1.2298 2022/08/17 03:20:01 - mmengine - INFO - Epoch(train) [213][1100/3757] lr: 1.0000e-04 eta: 14:16:20 time: 0.3169 data_time: 0.0170 memory: 9395 grad_norm: 8.6456 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2224 loss: 1.2224 2022/08/17 03:20:33 - mmengine - INFO - Epoch(train) [213][1200/3757] lr: 1.0000e-04 eta: 14:15:48 time: 0.3184 data_time: 0.0197 memory: 9395 grad_norm: 8.4232 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3724 loss: 1.3724 2022/08/17 03:21:05 - mmengine - INFO - Epoch(train) [213][1300/3757] lr: 1.0000e-04 eta: 14:15:17 time: 0.3238 data_time: 0.0193 memory: 9395 grad_norm: 8.4733 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3214 loss: 1.3214 2022/08/17 03:21:37 - mmengine - INFO - Epoch(train) [213][1400/3757] lr: 1.0000e-04 eta: 14:14:46 time: 0.3151 data_time: 0.0172 memory: 9395 grad_norm: 8.4978 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2526 loss: 1.2526 2022/08/17 03:22:09 - mmengine - INFO - Epoch(train) [213][1500/3757] lr: 1.0000e-04 eta: 14:14:15 time: 0.3164 data_time: 0.0178 memory: 9395 grad_norm: 8.2664 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5575 loss: 1.5575 2022/08/17 03:22:14 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 03:22:41 - mmengine - INFO - Epoch(train) [213][1600/3757] lr: 1.0000e-04 eta: 14:13:44 time: 0.3192 data_time: 0.0181 memory: 9395 grad_norm: 8.1577 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3138 loss: 1.3138 2022/08/17 03:23:13 - mmengine - INFO - Epoch(train) [213][1700/3757] lr: 1.0000e-04 eta: 14:13:12 time: 0.3158 data_time: 0.0169 memory: 9395 grad_norm: 8.3815 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3039 loss: 1.3039 2022/08/17 03:23:45 - mmengine - INFO - Epoch(train) [213][1800/3757] lr: 1.0000e-04 eta: 14:12:41 time: 0.3270 data_time: 0.0203 memory: 9395 grad_norm: 8.8711 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2974 loss: 1.2974 2022/08/17 03:24:17 - mmengine - INFO - Epoch(train) [213][1900/3757] lr: 1.0000e-04 eta: 14:12:10 time: 0.3175 data_time: 0.0191 memory: 9395 grad_norm: 8.1489 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3269 loss: 1.3269 2022/08/17 03:24:48 - mmengine - INFO - Epoch(train) [213][2000/3757] lr: 1.0000e-04 eta: 14:11:39 time: 0.3161 data_time: 0.0170 memory: 9395 grad_norm: 8.7213 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.2980 loss: 1.2980 2022/08/17 03:25:20 - mmengine - INFO - Epoch(train) [213][2100/3757] lr: 1.0000e-04 eta: 14:11:08 time: 0.3155 data_time: 0.0179 memory: 9395 grad_norm: 8.5958 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5289 loss: 1.5289 2022/08/17 03:25:52 - mmengine - INFO - Epoch(train) [213][2200/3757] lr: 1.0000e-04 eta: 14:10:36 time: 0.3143 data_time: 0.0175 memory: 9395 grad_norm: 8.6353 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5006 loss: 1.5006 2022/08/17 03:26:24 - mmengine - INFO - Epoch(train) [213][2300/3757] lr: 1.0000e-04 eta: 14:10:05 time: 0.3218 data_time: 0.0177 memory: 9395 grad_norm: 8.4797 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4353 loss: 1.4353 2022/08/17 03:26:56 - mmengine - INFO - Epoch(train) [213][2400/3757] lr: 1.0000e-04 eta: 14:09:34 time: 0.3160 data_time: 0.0171 memory: 9395 grad_norm: 8.4913 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4409 loss: 1.4409 2022/08/17 03:27:28 - mmengine - INFO - Epoch(train) [213][2500/3757] lr: 1.0000e-04 eta: 14:09:03 time: 0.3152 data_time: 0.0174 memory: 9395 grad_norm: 8.4278 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1713 loss: 1.1713 2022/08/17 03:27:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 03:28:00 - mmengine - INFO - Epoch(train) [213][2600/3757] lr: 1.0000e-04 eta: 14:08:32 time: 0.3165 data_time: 0.0167 memory: 9395 grad_norm: 8.6903 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2527 loss: 1.2527 2022/08/17 03:28:31 - mmengine - INFO - Epoch(train) [213][2700/3757] lr: 1.0000e-04 eta: 14:08:00 time: 0.3185 data_time: 0.0171 memory: 9395 grad_norm: 8.1790 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0687 loss: 1.0687 2022/08/17 03:29:04 - mmengine - INFO - Epoch(train) [213][2800/3757] lr: 1.0000e-04 eta: 14:07:29 time: 0.3212 data_time: 0.0181 memory: 9395 grad_norm: 8.5470 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3083 loss: 1.3083 2022/08/17 03:29:36 - mmengine - INFO - Epoch(train) [213][2900/3757] lr: 1.0000e-04 eta: 14:06:58 time: 0.3159 data_time: 0.0183 memory: 9395 grad_norm: 8.7711 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9281 loss: 0.9281 2022/08/17 03:30:07 - mmengine - INFO - Epoch(train) [213][3000/3757] lr: 1.0000e-04 eta: 14:06:27 time: 0.3190 data_time: 0.0189 memory: 9395 grad_norm: 8.5161 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5989 loss: 1.5989 2022/08/17 03:30:39 - mmengine - INFO - Epoch(train) [213][3100/3757] lr: 1.0000e-04 eta: 14:05:56 time: 0.3153 data_time: 0.0165 memory: 9395 grad_norm: 8.8659 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2301 loss: 1.2301 2022/08/17 03:31:11 - mmengine - INFO - Epoch(train) [213][3200/3757] lr: 1.0000e-04 eta: 14:05:24 time: 0.3146 data_time: 0.0173 memory: 9395 grad_norm: 8.6401 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4390 loss: 1.4390 2022/08/17 03:31:43 - mmengine - INFO - Epoch(train) [213][3300/3757] lr: 1.0000e-04 eta: 14:04:53 time: 0.3166 data_time: 0.0172 memory: 9395 grad_norm: 9.0293 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4145 loss: 1.4145 2022/08/17 03:32:15 - mmengine - INFO - Epoch(train) [213][3400/3757] lr: 1.0000e-04 eta: 14:04:22 time: 0.3208 data_time: 0.0182 memory: 9395 grad_norm: 8.8220 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6641 loss: 1.6641 2022/08/17 03:32:47 - mmengine - INFO - Epoch(train) [213][3500/3757] lr: 1.0000e-04 eta: 14:03:51 time: 0.3165 data_time: 0.0172 memory: 9395 grad_norm: 8.7770 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5624 loss: 1.5624 2022/08/17 03:32:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 03:33:19 - mmengine - INFO - Epoch(train) [213][3600/3757] lr: 1.0000e-04 eta: 14:03:20 time: 0.3163 data_time: 0.0175 memory: 9395 grad_norm: 8.6064 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5081 loss: 1.5081 2022/08/17 03:33:51 - mmengine - INFO - Epoch(train) [213][3700/3757] lr: 1.0000e-04 eta: 14:02:49 time: 0.3153 data_time: 0.0169 memory: 9395 grad_norm: 8.6065 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3342 loss: 1.3342 2022/08/17 03:34:09 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 03:34:09 - mmengine - INFO - Epoch(train) [213][3757/3757] lr: 1.0000e-04 eta: 14:02:36 time: 0.3098 data_time: 0.0167 memory: 9395 grad_norm: 8.7381 top1_acc: 0.4286 top5_acc: 1.0000 loss_cls: 1.3660 loss: 1.3660 2022/08/17 03:34:42 - mmengine - INFO - Epoch(train) [214][100/3757] lr: 1.0000e-04 eta: 14:01:59 time: 0.3156 data_time: 0.0177 memory: 9395 grad_norm: 8.6215 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.1929 loss: 1.1929 2022/08/17 03:35:14 - mmengine - INFO - Epoch(train) [214][200/3757] lr: 1.0000e-04 eta: 14:01:28 time: 0.3190 data_time: 0.0188 memory: 9395 grad_norm: 8.7237 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4907 loss: 1.4907 2022/08/17 03:35:46 - mmengine - INFO - Epoch(train) [214][300/3757] lr: 1.0000e-04 eta: 14:00:56 time: 0.3161 data_time: 0.0190 memory: 9395 grad_norm: 8.5496 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2327 loss: 1.2327 2022/08/17 03:36:18 - mmengine - INFO - Epoch(train) [214][400/3757] lr: 1.0000e-04 eta: 14:00:25 time: 0.3184 data_time: 0.0170 memory: 9395 grad_norm: 8.7663 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4064 loss: 1.4064 2022/08/17 03:36:50 - mmengine - INFO - Epoch(train) [214][500/3757] lr: 1.0000e-04 eta: 13:59:54 time: 0.3148 data_time: 0.0170 memory: 9395 grad_norm: 8.3940 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3240 loss: 1.3240 2022/08/17 03:37:22 - mmengine - INFO - Epoch(train) [214][600/3757] lr: 1.0000e-04 eta: 13:59:23 time: 0.3190 data_time: 0.0176 memory: 9395 grad_norm: 8.7973 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.1969 loss: 1.1969 2022/08/17 03:37:54 - mmengine - INFO - Epoch(train) [214][700/3757] lr: 1.0000e-04 eta: 13:58:52 time: 0.3173 data_time: 0.0180 memory: 9395 grad_norm: 8.7193 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3897 loss: 1.3897 2022/08/17 03:38:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 03:38:26 - mmengine - INFO - Epoch(train) [214][800/3757] lr: 1.0000e-04 eta: 13:58:21 time: 0.3281 data_time: 0.0177 memory: 9395 grad_norm: 8.5507 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1847 loss: 1.1847 2022/08/17 03:38:58 - mmengine - INFO - Epoch(train) [214][900/3757] lr: 1.0000e-04 eta: 13:57:49 time: 0.3177 data_time: 0.0183 memory: 9395 grad_norm: 8.7471 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4375 loss: 1.4375 2022/08/17 03:39:30 - mmengine - INFO - Epoch(train) [214][1000/3757] lr: 1.0000e-04 eta: 13:57:18 time: 0.3181 data_time: 0.0178 memory: 9395 grad_norm: 9.0100 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.2418 loss: 1.2418 2022/08/17 03:40:03 - mmengine - INFO - Epoch(train) [214][1100/3757] lr: 1.0000e-04 eta: 13:56:47 time: 0.3327 data_time: 0.0177 memory: 9395 grad_norm: 8.5045 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7525 loss: 1.7525 2022/08/17 03:40:34 - mmengine - INFO - Epoch(train) [214][1200/3757] lr: 1.0000e-04 eta: 13:56:16 time: 0.3159 data_time: 0.0175 memory: 9395 grad_norm: 8.3623 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3641 loss: 1.3641 2022/08/17 03:41:06 - mmengine - INFO - Epoch(train) [214][1300/3757] lr: 1.0000e-04 eta: 13:55:45 time: 0.3158 data_time: 0.0175 memory: 9395 grad_norm: 8.7819 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2784 loss: 1.2784 2022/08/17 03:41:38 - mmengine - INFO - Epoch(train) [214][1400/3757] lr: 1.0000e-04 eta: 13:55:14 time: 0.3164 data_time: 0.0181 memory: 9395 grad_norm: 8.6464 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2434 loss: 1.2434 2022/08/17 03:42:10 - mmengine - INFO - Epoch(train) [214][1500/3757] lr: 1.0000e-04 eta: 13:54:42 time: 0.3150 data_time: 0.0167 memory: 9395 grad_norm: 8.4605 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3140 loss: 1.3140 2022/08/17 03:42:42 - mmengine - INFO - Epoch(train) [214][1600/3757] lr: 1.0000e-04 eta: 13:54:11 time: 0.3150 data_time: 0.0173 memory: 9395 grad_norm: 8.6831 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.4464 loss: 1.4464 2022/08/17 03:43:13 - mmengine - INFO - Epoch(train) [214][1700/3757] lr: 1.0000e-04 eta: 13:53:40 time: 0.3195 data_time: 0.0197 memory: 9395 grad_norm: 8.4333 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3318 loss: 1.3318 2022/08/17 03:43:32 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 03:43:45 - mmengine - INFO - Epoch(train) [214][1800/3757] lr: 1.0000e-04 eta: 13:53:09 time: 0.3190 data_time: 0.0168 memory: 9395 grad_norm: 8.3006 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.4284 loss: 1.4284 2022/08/17 03:44:17 - mmengine - INFO - Epoch(train) [214][1900/3757] lr: 1.0000e-04 eta: 13:52:37 time: 0.3204 data_time: 0.0169 memory: 9395 grad_norm: 8.3719 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0883 loss: 1.0883 2022/08/17 03:44:49 - mmengine - INFO - Epoch(train) [214][2000/3757] lr: 1.0000e-04 eta: 13:52:06 time: 0.3164 data_time: 0.0185 memory: 9395 grad_norm: 8.8082 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3220 loss: 1.3220 2022/08/17 03:45:21 - mmengine - INFO - Epoch(train) [214][2100/3757] lr: 1.0000e-04 eta: 13:51:35 time: 0.3145 data_time: 0.0167 memory: 9395 grad_norm: 8.8634 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4007 loss: 1.4007 2022/08/17 03:45:53 - mmengine - INFO - Epoch(train) [214][2200/3757] lr: 1.0000e-04 eta: 13:51:04 time: 0.3282 data_time: 0.0183 memory: 9395 grad_norm: 8.6044 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3949 loss: 1.3949 2022/08/17 03:46:25 - mmengine - INFO - Epoch(train) [214][2300/3757] lr: 1.0000e-04 eta: 13:50:33 time: 0.3201 data_time: 0.0179 memory: 9395 grad_norm: 8.3730 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5321 loss: 1.5321 2022/08/17 03:46:57 - mmengine - INFO - Epoch(train) [214][2400/3757] lr: 1.0000e-04 eta: 13:50:02 time: 0.3159 data_time: 0.0174 memory: 9395 grad_norm: 8.3853 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.3510 loss: 1.3510 2022/08/17 03:47:29 - mmengine - INFO - Epoch(train) [214][2500/3757] lr: 1.0000e-04 eta: 13:49:30 time: 0.3169 data_time: 0.0199 memory: 9395 grad_norm: 8.8839 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5135 loss: 1.5135 2022/08/17 03:48:01 - mmengine - INFO - Epoch(train) [214][2600/3757] lr: 1.0000e-04 eta: 13:48:59 time: 0.3162 data_time: 0.0171 memory: 9395 grad_norm: 8.2516 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.2822 loss: 1.2822 2022/08/17 03:48:33 - mmengine - INFO - Epoch(train) [214][2700/3757] lr: 1.0000e-04 eta: 13:48:28 time: 0.3200 data_time: 0.0185 memory: 9395 grad_norm: 8.7592 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5122 loss: 1.5122 2022/08/17 03:48:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 03:49:05 - mmengine - INFO - Epoch(train) [214][2800/3757] lr: 1.0000e-04 eta: 13:47:57 time: 0.3160 data_time: 0.0175 memory: 9395 grad_norm: 9.2441 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5539 loss: 1.5539 2022/08/17 03:49:37 - mmengine - INFO - Epoch(train) [214][2900/3757] lr: 1.0000e-04 eta: 13:47:26 time: 0.3205 data_time: 0.0185 memory: 9395 grad_norm: 8.7176 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3750 loss: 1.3750 2022/08/17 03:50:10 - mmengine - INFO - Epoch(train) [214][3000/3757] lr: 1.0000e-04 eta: 13:46:55 time: 0.3164 data_time: 0.0162 memory: 9395 grad_norm: 8.6536 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7046 loss: 1.7046 2022/08/17 03:50:42 - mmengine - INFO - Epoch(train) [214][3100/3757] lr: 1.0000e-04 eta: 13:46:23 time: 0.3162 data_time: 0.0171 memory: 9395 grad_norm: 8.6206 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4944 loss: 1.4944 2022/08/17 03:51:13 - mmengine - INFO - Epoch(train) [214][3200/3757] lr: 1.0000e-04 eta: 13:45:52 time: 0.3189 data_time: 0.0187 memory: 9395 grad_norm: 8.9985 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5315 loss: 1.5315 2022/08/17 03:51:45 - mmengine - INFO - Epoch(train) [214][3300/3757] lr: 1.0000e-04 eta: 13:45:21 time: 0.3171 data_time: 0.0166 memory: 9395 grad_norm: 8.2742 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6467 loss: 1.6467 2022/08/17 03:52:17 - mmengine - INFO - Epoch(train) [214][3400/3757] lr: 1.0000e-04 eta: 13:44:50 time: 0.3227 data_time: 0.0194 memory: 9395 grad_norm: 9.1139 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8228 loss: 1.8228 2022/08/17 03:52:49 - mmengine - INFO - Epoch(train) [214][3500/3757] lr: 1.0000e-04 eta: 13:44:19 time: 0.3175 data_time: 0.0183 memory: 9395 grad_norm: 8.7812 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.5182 loss: 1.5182 2022/08/17 03:53:21 - mmengine - INFO - Epoch(train) [214][3600/3757] lr: 1.0000e-04 eta: 13:43:47 time: 0.3170 data_time: 0.0186 memory: 9395 grad_norm: 8.4663 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4768 loss: 1.4768 2022/08/17 03:53:53 - mmengine - INFO - Epoch(train) [214][3700/3757] lr: 1.0000e-04 eta: 13:43:16 time: 0.3157 data_time: 0.0177 memory: 9395 grad_norm: 8.6695 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4046 loss: 1.4046 2022/08/17 03:54:11 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 03:54:11 - mmengine - INFO - Epoch(train) [214][3757/3757] lr: 1.0000e-04 eta: 13:43:04 time: 0.3086 data_time: 0.0174 memory: 9395 grad_norm: 8.7610 top1_acc: 0.2857 top5_acc: 0.8571 loss_cls: 1.4137 loss: 1.4137 2022/08/17 03:54:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 03:54:44 - mmengine - INFO - Epoch(train) [215][100/3757] lr: 1.0000e-04 eta: 13:42:26 time: 0.3150 data_time: 0.0174 memory: 9395 grad_norm: 8.2653 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6664 loss: 1.6664 2022/08/17 03:55:16 - mmengine - INFO - Epoch(train) [215][200/3757] lr: 1.0000e-04 eta: 13:41:55 time: 0.3173 data_time: 0.0189 memory: 9395 grad_norm: 8.7038 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0732 loss: 1.0732 2022/08/17 03:55:48 - mmengine - INFO - Epoch(train) [215][300/3757] lr: 1.0000e-04 eta: 13:41:24 time: 0.3190 data_time: 0.0182 memory: 9395 grad_norm: 8.6705 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1892 loss: 1.1892 2022/08/17 03:56:20 - mmengine - INFO - Epoch(train) [215][400/3757] lr: 1.0000e-04 eta: 13:40:53 time: 0.3157 data_time: 0.0169 memory: 9395 grad_norm: 8.6407 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.2715 loss: 1.2715 2022/08/17 03:56:52 - mmengine - INFO - Epoch(train) [215][500/3757] lr: 1.0000e-04 eta: 13:40:22 time: 0.3164 data_time: 0.0173 memory: 9395 grad_norm: 8.3507 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5849 loss: 1.5849 2022/08/17 03:57:23 - mmengine - INFO - Epoch(train) [215][600/3757] lr: 1.0000e-04 eta: 13:39:50 time: 0.3156 data_time: 0.0173 memory: 9395 grad_norm: 8.6065 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2909 loss: 1.2909 2022/08/17 03:57:55 - mmengine - INFO - Epoch(train) [215][700/3757] lr: 1.0000e-04 eta: 13:39:19 time: 0.3211 data_time: 0.0168 memory: 9395 grad_norm: 8.5957 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2828 loss: 1.2828 2022/08/17 03:58:27 - mmengine - INFO - Epoch(train) [215][800/3757] lr: 1.0000e-04 eta: 13:38:48 time: 0.3170 data_time: 0.0198 memory: 9395 grad_norm: 8.3782 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3211 loss: 1.3211 2022/08/17 03:58:59 - mmengine - INFO - Epoch(train) [215][900/3757] lr: 1.0000e-04 eta: 13:38:17 time: 0.3173 data_time: 0.0168 memory: 9395 grad_norm: 8.9809 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4403 loss: 1.4403 2022/08/17 03:59:31 - mmengine - INFO - Epoch(train) [215][1000/3757] lr: 1.0000e-04 eta: 13:37:46 time: 0.3169 data_time: 0.0173 memory: 9395 grad_norm: 8.2880 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.4190 loss: 1.4190 2022/08/17 03:59:32 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 04:00:03 - mmengine - INFO - Epoch(train) [215][1100/3757] lr: 1.0000e-04 eta: 13:37:14 time: 0.3166 data_time: 0.0187 memory: 9395 grad_norm: 8.3452 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4964 loss: 1.4964 2022/08/17 04:00:35 - mmengine - INFO - Epoch(train) [215][1200/3757] lr: 1.0000e-04 eta: 13:36:43 time: 0.3148 data_time: 0.0169 memory: 9395 grad_norm: 8.7182 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1651 loss: 1.1651 2022/08/17 04:01:07 - mmengine - INFO - Epoch(train) [215][1300/3757] lr: 1.0000e-04 eta: 13:36:12 time: 0.3202 data_time: 0.0184 memory: 9395 grad_norm: 8.5376 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2487 loss: 1.2487 2022/08/17 04:01:39 - mmengine - INFO - Epoch(train) [215][1400/3757] lr: 1.0000e-04 eta: 13:35:41 time: 0.3164 data_time: 0.0175 memory: 9395 grad_norm: 8.7716 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3932 loss: 1.3932 2022/08/17 04:02:11 - mmengine - INFO - Epoch(train) [215][1500/3757] lr: 1.0000e-04 eta: 13:35:10 time: 0.3149 data_time: 0.0165 memory: 9395 grad_norm: 8.6929 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5538 loss: 1.5538 2022/08/17 04:02:42 - mmengine - INFO - Epoch(train) [215][1600/3757] lr: 1.0000e-04 eta: 13:34:38 time: 0.3161 data_time: 0.0168 memory: 9395 grad_norm: 8.8442 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4508 loss: 1.4508 2022/08/17 04:03:14 - mmengine - INFO - Epoch(train) [215][1700/3757] lr: 1.0000e-04 eta: 13:34:07 time: 0.3155 data_time: 0.0169 memory: 9395 grad_norm: 8.7241 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6196 loss: 1.6196 2022/08/17 04:03:46 - mmengine - INFO - Epoch(train) [215][1800/3757] lr: 1.0000e-04 eta: 13:33:36 time: 0.3198 data_time: 0.0192 memory: 9395 grad_norm: 8.5756 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5169 loss: 1.5169 2022/08/17 04:04:18 - mmengine - INFO - Epoch(train) [215][1900/3757] lr: 1.0000e-04 eta: 13:33:05 time: 0.3159 data_time: 0.0176 memory: 9395 grad_norm: 8.2581 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4693 loss: 1.4693 2022/08/17 04:04:50 - mmengine - INFO - Epoch(train) [215][2000/3757] lr: 1.0000e-04 eta: 13:32:34 time: 0.3149 data_time: 0.0186 memory: 9395 grad_norm: 8.6496 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3995 loss: 1.3995 2022/08/17 04:04:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 04:05:22 - mmengine - INFO - Epoch(train) [215][2100/3757] lr: 1.0000e-04 eta: 13:32:02 time: 0.3141 data_time: 0.0170 memory: 9395 grad_norm: 8.7146 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3767 loss: 1.3767 2022/08/17 04:05:54 - mmengine - INFO - Epoch(train) [215][2200/3757] lr: 1.0000e-04 eta: 13:31:31 time: 0.3145 data_time: 0.0174 memory: 9395 grad_norm: 8.5200 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3308 loss: 1.3308 2022/08/17 04:06:25 - mmengine - INFO - Epoch(train) [215][2300/3757] lr: 1.0000e-04 eta: 13:31:00 time: 0.3181 data_time: 0.0185 memory: 9395 grad_norm: 8.9677 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4423 loss: 1.4423 2022/08/17 04:06:57 - mmengine - INFO - Epoch(train) [215][2400/3757] lr: 1.0000e-04 eta: 13:30:29 time: 0.3147 data_time: 0.0170 memory: 9395 grad_norm: 8.5046 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3377 loss: 1.3377 2022/08/17 04:07:29 - mmengine - INFO - Epoch(train) [215][2500/3757] lr: 1.0000e-04 eta: 13:29:58 time: 0.3177 data_time: 0.0176 memory: 9395 grad_norm: 8.4377 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2960 loss: 1.2960 2022/08/17 04:08:01 - mmengine - INFO - Epoch(train) [215][2600/3757] lr: 1.0000e-04 eta: 13:29:26 time: 0.3174 data_time: 0.0165 memory: 9395 grad_norm: 8.5905 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3448 loss: 1.3448 2022/08/17 04:08:33 - mmengine - INFO - Epoch(train) [215][2700/3757] lr: 1.0000e-04 eta: 13:28:55 time: 0.3165 data_time: 0.0181 memory: 9395 grad_norm: 8.5602 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4790 loss: 1.4790 2022/08/17 04:09:04 - mmengine - INFO - Epoch(train) [215][2800/3757] lr: 1.0000e-04 eta: 13:28:24 time: 0.3150 data_time: 0.0165 memory: 9395 grad_norm: 8.5073 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3678 loss: 1.3678 2022/08/17 04:09:36 - mmengine - INFO - Epoch(train) [215][2900/3757] lr: 1.0000e-04 eta: 13:27:53 time: 0.3163 data_time: 0.0170 memory: 9395 grad_norm: 8.6465 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3456 loss: 1.3456 2022/08/17 04:10:08 - mmengine - INFO - Epoch(train) [215][3000/3757] lr: 1.0000e-04 eta: 13:27:21 time: 0.3218 data_time: 0.0178 memory: 9395 grad_norm: 8.4711 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2499 loss: 1.2499 2022/08/17 04:10:09 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 04:10:40 - mmengine - INFO - Epoch(train) [215][3100/3757] lr: 1.0000e-04 eta: 13:26:50 time: 0.3161 data_time: 0.0176 memory: 9395 grad_norm: 8.8347 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.2596 loss: 1.2596 2022/08/17 04:11:12 - mmengine - INFO - Epoch(train) [215][3200/3757] lr: 1.0000e-04 eta: 13:26:19 time: 0.3163 data_time: 0.0170 memory: 9395 grad_norm: 8.4122 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0379 loss: 1.0379 2022/08/17 04:11:44 - mmengine - INFO - Epoch(train) [215][3300/3757] lr: 1.0000e-04 eta: 13:25:48 time: 0.3155 data_time: 0.0169 memory: 9395 grad_norm: 8.4315 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4274 loss: 1.4274 2022/08/17 04:12:16 - mmengine - INFO - Epoch(train) [215][3400/3757] lr: 1.0000e-04 eta: 13:25:17 time: 0.3160 data_time: 0.0167 memory: 9395 grad_norm: 8.7133 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5919 loss: 1.5919 2022/08/17 04:12:47 - mmengine - INFO - Epoch(train) [215][3500/3757] lr: 1.0000e-04 eta: 13:24:45 time: 0.3172 data_time: 0.0185 memory: 9395 grad_norm: 8.7915 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3922 loss: 1.3922 2022/08/17 04:13:19 - mmengine - INFO - Epoch(train) [215][3600/3757] lr: 1.0000e-04 eta: 13:24:14 time: 0.3160 data_time: 0.0170 memory: 9395 grad_norm: 8.5664 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4594 loss: 1.4594 2022/08/17 04:13:51 - mmengine - INFO - Epoch(train) [215][3700/3757] lr: 1.0000e-04 eta: 13:23:43 time: 0.3177 data_time: 0.0190 memory: 9395 grad_norm: 8.8766 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7393 loss: 1.7393 2022/08/17 04:14:09 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 04:14:09 - mmengine - INFO - Epoch(train) [215][3757/3757] lr: 1.0000e-04 eta: 13:23:30 time: 0.3112 data_time: 0.0203 memory: 9395 grad_norm: 8.6640 top1_acc: 0.7143 top5_acc: 1.0000 loss_cls: 1.1414 loss: 1.1414 2022/08/17 04:14:27 - mmengine - INFO - Epoch(val) [215][100/310] eta: 0:00:38 time: 0.1828 data_time: 0.0776 memory: 1523 2022/08/17 04:14:44 - mmengine - INFO - Epoch(val) [215][200/310] eta: 0:00:17 time: 0.1549 data_time: 0.0556 memory: 1523 2022/08/17 04:15:01 - mmengine - INFO - Epoch(val) [215][300/310] eta: 0:00:01 time: 0.1631 data_time: 0.0651 memory: 1523 2022/08/17 04:15:06 - mmengine - INFO - Epoch(val) [215][310/310] acc/top1: 0.6929 acc/top5: 0.8852 acc/mean1: 0.6928 2022/08/17 04:15:39 - mmengine - INFO - Epoch(train) [216][100/3757] lr: 1.0000e-04 eta: 13:22:53 time: 0.3176 data_time: 0.0189 memory: 9395 grad_norm: 8.2141 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3893 loss: 1.3893 2022/08/17 04:16:11 - mmengine - INFO - Epoch(train) [216][200/3757] lr: 1.0000e-04 eta: 13:22:22 time: 0.3169 data_time: 0.0173 memory: 9395 grad_norm: 8.3371 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0639 loss: 1.0639 2022/08/17 04:16:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 04:16:43 - mmengine - INFO - Epoch(train) [216][300/3757] lr: 1.0000e-04 eta: 13:21:51 time: 0.3162 data_time: 0.0189 memory: 9395 grad_norm: 8.8864 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.4585 loss: 1.4585 2022/08/17 04:17:15 - mmengine - INFO - Epoch(train) [216][400/3757] lr: 1.0000e-04 eta: 13:21:20 time: 0.3148 data_time: 0.0167 memory: 9395 grad_norm: 8.7419 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4945 loss: 1.4945 2022/08/17 04:17:46 - mmengine - INFO - Epoch(train) [216][500/3757] lr: 1.0000e-04 eta: 13:20:48 time: 0.3164 data_time: 0.0177 memory: 9395 grad_norm: 8.5843 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3146 loss: 1.3146 2022/08/17 04:18:18 - mmengine - INFO - Epoch(train) [216][600/3757] lr: 1.0000e-04 eta: 13:20:17 time: 0.3154 data_time: 0.0174 memory: 9395 grad_norm: 8.5660 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4727 loss: 1.4727 2022/08/17 04:18:50 - mmengine - INFO - Epoch(train) [216][700/3757] lr: 1.0000e-04 eta: 13:19:46 time: 0.3192 data_time: 0.0186 memory: 9395 grad_norm: 8.6445 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1531 loss: 1.1531 2022/08/17 04:19:22 - mmengine - INFO - Epoch(train) [216][800/3757] lr: 1.0000e-04 eta: 13:19:15 time: 0.3160 data_time: 0.0175 memory: 9395 grad_norm: 8.5267 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2550 loss: 1.2550 2022/08/17 04:19:54 - mmengine - INFO - Epoch(train) [216][900/3757] lr: 1.0000e-04 eta: 13:18:44 time: 0.3145 data_time: 0.0166 memory: 9395 grad_norm: 8.8615 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2328 loss: 1.2328 2022/08/17 04:20:26 - mmengine - INFO - Epoch(train) [216][1000/3757] lr: 1.0000e-04 eta: 13:18:12 time: 0.3164 data_time: 0.0168 memory: 9395 grad_norm: 8.4482 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4443 loss: 1.4443 2022/08/17 04:20:58 - mmengine - INFO - Epoch(train) [216][1100/3757] lr: 1.0000e-04 eta: 13:17:41 time: 0.3155 data_time: 0.0171 memory: 9395 grad_norm: 8.6387 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2916 loss: 1.2916 2022/08/17 04:21:30 - mmengine - INFO - Epoch(train) [216][1200/3757] lr: 1.0000e-04 eta: 13:17:10 time: 0.3204 data_time: 0.0183 memory: 9395 grad_norm: 8.6554 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2504 loss: 1.2504 2022/08/17 04:21:44 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 04:22:02 - mmengine - INFO - Epoch(train) [216][1300/3757] lr: 1.0000e-04 eta: 13:16:39 time: 0.3273 data_time: 0.0196 memory: 9395 grad_norm: 8.7083 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4247 loss: 1.4247 2022/08/17 04:22:33 - mmengine - INFO - Epoch(train) [216][1400/3757] lr: 1.0000e-04 eta: 13:16:08 time: 0.3151 data_time: 0.0179 memory: 9395 grad_norm: 8.8184 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2471 loss: 1.2471 2022/08/17 04:23:05 - mmengine - INFO - Epoch(train) [216][1500/3757] lr: 1.0000e-04 eta: 13:15:36 time: 0.3150 data_time: 0.0176 memory: 9395 grad_norm: 8.6610 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7078 loss: 1.7078 2022/08/17 04:23:37 - mmengine - INFO - Epoch(train) [216][1600/3757] lr: 1.0000e-04 eta: 13:15:05 time: 0.3167 data_time: 0.0174 memory: 9395 grad_norm: 8.9557 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5361 loss: 1.5361 2022/08/17 04:24:09 - mmengine - INFO - Epoch(train) [216][1700/3757] lr: 1.0000e-04 eta: 13:14:34 time: 0.3157 data_time: 0.0167 memory: 9395 grad_norm: 8.6180 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2392 loss: 1.2392 2022/08/17 04:24:41 - mmengine - INFO - Epoch(train) [216][1800/3757] lr: 1.0000e-04 eta: 13:14:03 time: 0.3171 data_time: 0.0182 memory: 9395 grad_norm: 8.6546 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4281 loss: 1.4281 2022/08/17 04:25:13 - mmengine - INFO - Epoch(train) [216][1900/3757] lr: 1.0000e-04 eta: 13:13:32 time: 0.3163 data_time: 0.0182 memory: 9395 grad_norm: 8.9369 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4676 loss: 1.4676 2022/08/17 04:25:45 - mmengine - INFO - Epoch(train) [216][2000/3757] lr: 1.0000e-04 eta: 13:13:00 time: 0.3159 data_time: 0.0167 memory: 9395 grad_norm: 8.5655 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4197 loss: 1.4197 2022/08/17 04:26:17 - mmengine - INFO - Epoch(train) [216][2100/3757] lr: 1.0000e-04 eta: 13:12:29 time: 0.3210 data_time: 0.0177 memory: 9395 grad_norm: 8.3312 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3143 loss: 1.3143 2022/08/17 04:26:49 - mmengine - INFO - Epoch(train) [216][2200/3757] lr: 1.0000e-04 eta: 13:11:58 time: 0.3170 data_time: 0.0194 memory: 9395 grad_norm: 8.5405 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1005 loss: 1.1005 2022/08/17 04:27:03 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 04:27:21 - mmengine - INFO - Epoch(train) [216][2300/3757] lr: 1.0000e-04 eta: 13:11:27 time: 0.3169 data_time: 0.0183 memory: 9395 grad_norm: 8.6400 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4749 loss: 1.4749 2022/08/17 04:27:53 - mmengine - INFO - Epoch(train) [216][2400/3757] lr: 1.0000e-04 eta: 13:10:56 time: 0.3153 data_time: 0.0187 memory: 9395 grad_norm: 8.7437 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6694 loss: 1.6694 2022/08/17 04:28:25 - mmengine - INFO - Epoch(train) [216][2500/3757] lr: 1.0000e-04 eta: 13:10:24 time: 0.3138 data_time: 0.0172 memory: 9395 grad_norm: 8.6522 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4562 loss: 1.4562 2022/08/17 04:28:56 - mmengine - INFO - Epoch(train) [216][2600/3757] lr: 1.0000e-04 eta: 13:09:53 time: 0.3160 data_time: 0.0164 memory: 9395 grad_norm: 8.8918 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2432 loss: 1.2432 2022/08/17 04:29:28 - mmengine - INFO - Epoch(train) [216][2700/3757] lr: 1.0000e-04 eta: 13:09:22 time: 0.3153 data_time: 0.0173 memory: 9395 grad_norm: 9.0344 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3619 loss: 1.3619 2022/08/17 04:30:00 - mmengine - INFO - Epoch(train) [216][2800/3757] lr: 1.0000e-04 eta: 13:08:51 time: 0.3225 data_time: 0.0176 memory: 9395 grad_norm: 8.8014 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4900 loss: 1.4900 2022/08/17 04:30:32 - mmengine - INFO - Epoch(train) [216][2900/3757] lr: 1.0000e-04 eta: 13:08:20 time: 0.3173 data_time: 0.0163 memory: 9395 grad_norm: 8.7995 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4464 loss: 1.4464 2022/08/17 04:31:04 - mmengine - INFO - Epoch(train) [216][3000/3757] lr: 1.0000e-04 eta: 13:07:48 time: 0.3167 data_time: 0.0182 memory: 9395 grad_norm: 8.5579 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1700 loss: 1.1700 2022/08/17 04:31:36 - mmengine - INFO - Epoch(train) [216][3100/3757] lr: 1.0000e-04 eta: 13:07:17 time: 0.3163 data_time: 0.0166 memory: 9395 grad_norm: 8.6663 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4213 loss: 1.4213 2022/08/17 04:32:08 - mmengine - INFO - Epoch(train) [216][3200/3757] lr: 1.0000e-04 eta: 13:06:46 time: 0.3163 data_time: 0.0183 memory: 9395 grad_norm: 8.5561 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2470 loss: 1.2470 2022/08/17 04:32:22 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 04:32:40 - mmengine - INFO - Epoch(train) [216][3300/3757] lr: 1.0000e-04 eta: 13:06:15 time: 0.3160 data_time: 0.0161 memory: 9395 grad_norm: 8.5462 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1652 loss: 1.1652 2022/08/17 04:33:12 - mmengine - INFO - Epoch(train) [216][3400/3757] lr: 1.0000e-04 eta: 13:05:43 time: 0.3198 data_time: 0.0185 memory: 9395 grad_norm: 8.4759 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3963 loss: 1.3963 2022/08/17 04:33:43 - mmengine - INFO - Epoch(train) [216][3500/3757] lr: 1.0000e-04 eta: 13:05:12 time: 0.3173 data_time: 0.0172 memory: 9395 grad_norm: 8.6897 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3803 loss: 1.3803 2022/08/17 04:34:16 - mmengine - INFO - Epoch(train) [216][3600/3757] lr: 1.0000e-04 eta: 13:04:41 time: 0.3151 data_time: 0.0181 memory: 9395 grad_norm: 8.5916 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.3316 loss: 1.3316 2022/08/17 04:34:48 - mmengine - INFO - Epoch(train) [216][3700/3757] lr: 1.0000e-04 eta: 13:04:10 time: 0.3195 data_time: 0.0163 memory: 9395 grad_norm: 8.0655 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3271 loss: 1.3271 2022/08/17 04:35:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 04:35:06 - mmengine - INFO - Epoch(train) [216][3757/3757] lr: 1.0000e-04 eta: 13:03:57 time: 0.3090 data_time: 0.0173 memory: 9395 grad_norm: 8.6491 top1_acc: 0.7143 top5_acc: 1.0000 loss_cls: 1.1889 loss: 1.1889 2022/08/17 04:35:06 - mmengine - INFO - Saving checkpoint at 216 epochs 2022/08/17 04:35:41 - mmengine - INFO - Epoch(train) [217][100/3757] lr: 1.0000e-04 eta: 13:03:20 time: 0.3190 data_time: 0.0166 memory: 9395 grad_norm: 8.5143 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7120 loss: 1.7120 2022/08/17 04:36:12 - mmengine - INFO - Epoch(train) [217][200/3757] lr: 1.0000e-04 eta: 13:02:49 time: 0.3175 data_time: 0.0186 memory: 9395 grad_norm: 8.7874 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1672 loss: 1.1672 2022/08/17 04:36:44 - mmengine - INFO - Epoch(train) [217][300/3757] lr: 1.0000e-04 eta: 13:02:18 time: 0.3170 data_time: 0.0170 memory: 9395 grad_norm: 8.5891 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2448 loss: 1.2448 2022/08/17 04:37:16 - mmengine - INFO - Epoch(train) [217][400/3757] lr: 1.0000e-04 eta: 13:01:46 time: 0.3172 data_time: 0.0192 memory: 9395 grad_norm: 8.7485 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2624 loss: 1.2624 2022/08/17 04:37:44 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 04:37:48 - mmengine - INFO - Epoch(train) [217][500/3757] lr: 1.0000e-04 eta: 13:01:15 time: 0.3177 data_time: 0.0182 memory: 9395 grad_norm: 8.7344 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4420 loss: 1.4420 2022/08/17 04:38:20 - mmengine - INFO - Epoch(train) [217][600/3757] lr: 1.0000e-04 eta: 13:00:44 time: 0.3193 data_time: 0.0169 memory: 9395 grad_norm: 8.7328 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2046 loss: 1.2046 2022/08/17 04:38:52 - mmengine - INFO - Epoch(train) [217][700/3757] lr: 1.0000e-04 eta: 13:00:13 time: 0.3174 data_time: 0.0175 memory: 9395 grad_norm: 8.9564 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3510 loss: 1.3510 2022/08/17 04:39:24 - mmengine - INFO - Epoch(train) [217][800/3757] lr: 1.0000e-04 eta: 12:59:42 time: 0.3159 data_time: 0.0183 memory: 9395 grad_norm: 8.7359 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.4604 loss: 1.4604 2022/08/17 04:39:55 - mmengine - INFO - Epoch(train) [217][900/3757] lr: 1.0000e-04 eta: 12:59:10 time: 0.3159 data_time: 0.0165 memory: 9395 grad_norm: 8.8082 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6261 loss: 1.6261 2022/08/17 04:40:27 - mmengine - INFO - Epoch(train) [217][1000/3757] lr: 1.0000e-04 eta: 12:58:39 time: 0.3157 data_time: 0.0167 memory: 9395 grad_norm: 8.9816 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4435 loss: 1.4435 2022/08/17 04:40:59 - mmengine - INFO - Epoch(train) [217][1100/3757] lr: 1.0000e-04 eta: 12:58:08 time: 0.3161 data_time: 0.0171 memory: 9395 grad_norm: 8.7084 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.3271 loss: 1.3271 2022/08/17 04:41:31 - mmengine - INFO - Epoch(train) [217][1200/3757] lr: 1.0000e-04 eta: 12:57:37 time: 0.3172 data_time: 0.0182 memory: 9395 grad_norm: 8.6385 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2791 loss: 1.2791 2022/08/17 04:42:03 - mmengine - INFO - Epoch(train) [217][1300/3757] lr: 1.0000e-04 eta: 12:57:06 time: 0.3157 data_time: 0.0171 memory: 9395 grad_norm: 8.5055 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.1310 loss: 1.1310 2022/08/17 04:42:35 - mmengine - INFO - Epoch(train) [217][1400/3757] lr: 1.0000e-04 eta: 12:56:34 time: 0.3167 data_time: 0.0182 memory: 9395 grad_norm: 8.4485 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1946 loss: 1.1946 2022/08/17 04:43:03 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 04:43:06 - mmengine - INFO - Epoch(train) [217][1500/3757] lr: 1.0000e-04 eta: 12:56:03 time: 0.3150 data_time: 0.0170 memory: 9395 grad_norm: 8.6075 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2351 loss: 1.2351 2022/08/17 04:43:38 - mmengine - INFO - Epoch(train) [217][1600/3757] lr: 1.0000e-04 eta: 12:55:32 time: 0.3167 data_time: 0.0191 memory: 9395 grad_norm: 8.3826 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5287 loss: 1.5287 2022/08/17 04:44:10 - mmengine - INFO - Epoch(train) [217][1700/3757] lr: 1.0000e-04 eta: 12:55:01 time: 0.3177 data_time: 0.0186 memory: 9395 grad_norm: 8.6282 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4565 loss: 1.4565 2022/08/17 04:44:42 - mmengine - INFO - Epoch(train) [217][1800/3757] lr: 1.0000e-04 eta: 12:54:29 time: 0.3175 data_time: 0.0167 memory: 9395 grad_norm: 8.7227 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5191 loss: 1.5191 2022/08/17 04:45:14 - mmengine - INFO - Epoch(train) [217][1900/3757] lr: 1.0000e-04 eta: 12:53:58 time: 0.3195 data_time: 0.0172 memory: 9395 grad_norm: 8.7395 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3750 loss: 1.3750 2022/08/17 04:45:46 - mmengine - INFO - Epoch(train) [217][2000/3757] lr: 1.0000e-04 eta: 12:53:27 time: 0.3152 data_time: 0.0177 memory: 9395 grad_norm: 8.5739 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2178 loss: 1.2178 2022/08/17 04:46:18 - mmengine - INFO - Epoch(train) [217][2100/3757] lr: 1.0000e-04 eta: 12:52:56 time: 0.3156 data_time: 0.0172 memory: 9395 grad_norm: 8.8082 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3254 loss: 1.3254 2022/08/17 04:46:50 - mmengine - INFO - Epoch(train) [217][2200/3757] lr: 1.0000e-04 eta: 12:52:25 time: 0.3157 data_time: 0.0169 memory: 9395 grad_norm: 8.3597 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2324 loss: 1.2324 2022/08/17 04:47:22 - mmengine - INFO - Epoch(train) [217][2300/3757] lr: 1.0000e-04 eta: 12:51:53 time: 0.3181 data_time: 0.0179 memory: 9395 grad_norm: 8.5998 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4488 loss: 1.4488 2022/08/17 04:47:54 - mmengine - INFO - Epoch(train) [217][2400/3757] lr: 1.0000e-04 eta: 12:51:22 time: 0.3158 data_time: 0.0166 memory: 9395 grad_norm: 8.5452 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1867 loss: 1.1867 2022/08/17 04:48:22 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 04:48:26 - mmengine - INFO - Epoch(train) [217][2500/3757] lr: 1.0000e-04 eta: 12:50:51 time: 0.3156 data_time: 0.0173 memory: 9395 grad_norm: 8.8511 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4679 loss: 1.4679 2022/08/17 04:48:58 - mmengine - INFO - Epoch(train) [217][2600/3757] lr: 1.0000e-04 eta: 12:50:20 time: 0.3148 data_time: 0.0170 memory: 9395 grad_norm: 8.8866 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.3728 loss: 1.3728 2022/08/17 04:49:30 - mmengine - INFO - Epoch(train) [217][2700/3757] lr: 1.0000e-04 eta: 12:49:49 time: 0.3155 data_time: 0.0166 memory: 9395 grad_norm: 8.2894 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1952 loss: 1.1952 2022/08/17 04:50:02 - mmengine - INFO - Epoch(train) [217][2800/3757] lr: 1.0000e-04 eta: 12:49:17 time: 0.3175 data_time: 0.0181 memory: 9395 grad_norm: 8.7398 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6144 loss: 1.6144 2022/08/17 04:50:34 - mmengine - INFO - Epoch(train) [217][2900/3757] lr: 1.0000e-04 eta: 12:48:46 time: 0.3186 data_time: 0.0184 memory: 9395 grad_norm: 8.5688 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2642 loss: 1.2642 2022/08/17 04:51:06 - mmengine - INFO - Epoch(train) [217][3000/3757] lr: 1.0000e-04 eta: 12:48:15 time: 0.3168 data_time: 0.0175 memory: 9395 grad_norm: 8.5340 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1918 loss: 1.1918 2022/08/17 04:51:38 - mmengine - INFO - Epoch(train) [217][3100/3757] lr: 1.0000e-04 eta: 12:47:44 time: 0.3141 data_time: 0.0166 memory: 9395 grad_norm: 8.2370 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3842 loss: 1.3842 2022/08/17 04:52:10 - mmengine - INFO - Epoch(train) [217][3200/3757] lr: 1.0000e-04 eta: 12:47:13 time: 0.3155 data_time: 0.0180 memory: 9395 grad_norm: 8.6466 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3835 loss: 1.3835 2022/08/17 04:52:41 - mmengine - INFO - Epoch(train) [217][3300/3757] lr: 1.0000e-04 eta: 12:46:41 time: 0.3155 data_time: 0.0167 memory: 9395 grad_norm: 8.2685 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2311 loss: 1.2311 2022/08/17 04:53:13 - mmengine - INFO - Epoch(train) [217][3400/3757] lr: 1.0000e-04 eta: 12:46:10 time: 0.3166 data_time: 0.0176 memory: 9395 grad_norm: 8.7189 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2412 loss: 1.2412 2022/08/17 04:53:41 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 04:53:45 - mmengine - INFO - Epoch(train) [217][3500/3757] lr: 1.0000e-04 eta: 12:45:39 time: 0.3166 data_time: 0.0196 memory: 9395 grad_norm: 8.6440 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2748 loss: 1.2748 2022/08/17 04:54:17 - mmengine - INFO - Epoch(train) [217][3600/3757] lr: 1.0000e-04 eta: 12:45:08 time: 0.3148 data_time: 0.0170 memory: 9395 grad_norm: 8.6379 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3803 loss: 1.3803 2022/08/17 04:54:49 - mmengine - INFO - Epoch(train) [217][3700/3757] lr: 1.0000e-04 eta: 12:44:37 time: 0.3141 data_time: 0.0175 memory: 9395 grad_norm: 8.4620 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3704 loss: 1.3704 2022/08/17 04:55:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 04:55:07 - mmengine - INFO - Epoch(train) [217][3757/3757] lr: 1.0000e-04 eta: 12:44:24 time: 0.3090 data_time: 0.0170 memory: 9395 grad_norm: 8.7001 top1_acc: 0.7143 top5_acc: 0.7143 loss_cls: 1.2405 loss: 1.2405 2022/08/17 04:55:40 - mmengine - INFO - Epoch(train) [218][100/3757] lr: 1.0000e-04 eta: 12:43:47 time: 0.3160 data_time: 0.0173 memory: 9395 grad_norm: 8.6663 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1459 loss: 1.1459 2022/08/17 04:56:12 - mmengine - INFO - Epoch(train) [218][200/3757] lr: 1.0000e-04 eta: 12:43:16 time: 0.3187 data_time: 0.0187 memory: 9395 grad_norm: 8.9173 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1603 loss: 1.1603 2022/08/17 04:56:44 - mmengine - INFO - Epoch(train) [218][300/3757] lr: 1.0000e-04 eta: 12:42:44 time: 0.3156 data_time: 0.0166 memory: 9395 grad_norm: 8.5249 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0525 loss: 1.0525 2022/08/17 04:57:16 - mmengine - INFO - Epoch(train) [218][400/3757] lr: 1.0000e-04 eta: 12:42:13 time: 0.3177 data_time: 0.0180 memory: 9395 grad_norm: 8.5348 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3676 loss: 1.3676 2022/08/17 04:57:48 - mmengine - INFO - Epoch(train) [218][500/3757] lr: 1.0000e-04 eta: 12:41:42 time: 0.3170 data_time: 0.0177 memory: 9395 grad_norm: 8.7951 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2650 loss: 1.2650 2022/08/17 04:58:20 - mmengine - INFO - Epoch(train) [218][600/3757] lr: 1.0000e-04 eta: 12:41:11 time: 0.3207 data_time: 0.0167 memory: 9395 grad_norm: 8.5151 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3312 loss: 1.3312 2022/08/17 04:58:52 - mmengine - INFO - Epoch(train) [218][700/3757] lr: 1.0000e-04 eta: 12:40:40 time: 0.3188 data_time: 0.0187 memory: 9395 grad_norm: 8.4820 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2596 loss: 1.2596 2022/08/17 04:59:02 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 04:59:24 - mmengine - INFO - Epoch(train) [218][800/3757] lr: 1.0000e-04 eta: 12:40:08 time: 0.3214 data_time: 0.0193 memory: 9395 grad_norm: 8.8415 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6749 loss: 1.6749 2022/08/17 04:59:56 - mmengine - INFO - Epoch(train) [218][900/3757] lr: 1.0000e-04 eta: 12:39:37 time: 0.3180 data_time: 0.0184 memory: 9395 grad_norm: 8.8760 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.0346 loss: 1.0346 2022/08/17 05:00:28 - mmengine - INFO - Epoch(train) [218][1000/3757] lr: 1.0000e-04 eta: 12:39:06 time: 0.3174 data_time: 0.0180 memory: 9395 grad_norm: 8.2791 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2014 loss: 1.2014 2022/08/17 05:00:59 - mmengine - INFO - Epoch(train) [218][1100/3757] lr: 1.0000e-04 eta: 12:38:35 time: 0.3151 data_time: 0.0165 memory: 9395 grad_norm: 8.7962 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4873 loss: 1.4873 2022/08/17 05:01:31 - mmengine - INFO - Epoch(train) [218][1200/3757] lr: 1.0000e-04 eta: 12:38:04 time: 0.3168 data_time: 0.0180 memory: 9395 grad_norm: 8.4953 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5362 loss: 1.5362 2022/08/17 05:02:03 - mmengine - INFO - Epoch(train) [218][1300/3757] lr: 1.0000e-04 eta: 12:37:32 time: 0.3161 data_time: 0.0166 memory: 9395 grad_norm: 8.8623 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5936 loss: 1.5936 2022/08/17 05:02:35 - mmengine - INFO - Epoch(train) [218][1400/3757] lr: 1.0000e-04 eta: 12:37:01 time: 0.3183 data_time: 0.0168 memory: 9395 grad_norm: 8.7271 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6039 loss: 1.6039 2022/08/17 05:03:07 - mmengine - INFO - Epoch(train) [218][1500/3757] lr: 1.0000e-04 eta: 12:36:30 time: 0.3152 data_time: 0.0168 memory: 9395 grad_norm: 8.5185 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2273 loss: 1.2273 2022/08/17 05:03:39 - mmengine - INFO - Epoch(train) [218][1600/3757] lr: 1.0000e-04 eta: 12:35:59 time: 0.3162 data_time: 0.0173 memory: 9395 grad_norm: 8.8332 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4051 loss: 1.4051 2022/08/17 05:04:10 - mmengine - INFO - Epoch(train) [218][1700/3757] lr: 1.0000e-04 eta: 12:35:27 time: 0.3171 data_time: 0.0171 memory: 9395 grad_norm: 8.3755 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2041 loss: 1.2041 2022/08/17 05:04:20 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 05:04:42 - mmengine - INFO - Epoch(train) [218][1800/3757] lr: 1.0000e-04 eta: 12:34:56 time: 0.3164 data_time: 0.0178 memory: 9395 grad_norm: 8.5049 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.1852 loss: 1.1852 2022/08/17 05:05:14 - mmengine - INFO - Epoch(train) [218][1900/3757] lr: 1.0000e-04 eta: 12:34:25 time: 0.3185 data_time: 0.0178 memory: 9395 grad_norm: 8.8581 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5363 loss: 1.5363 2022/08/17 05:05:46 - mmengine - INFO - Epoch(train) [218][2000/3757] lr: 1.0000e-04 eta: 12:33:54 time: 0.3211 data_time: 0.0171 memory: 9395 grad_norm: 8.7575 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.1330 loss: 1.1330 2022/08/17 05:06:18 - mmengine - INFO - Epoch(train) [218][2100/3757] lr: 1.0000e-04 eta: 12:33:23 time: 0.3166 data_time: 0.0169 memory: 9395 grad_norm: 8.9342 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3915 loss: 1.3915 2022/08/17 05:06:50 - mmengine - INFO - Epoch(train) [218][2200/3757] lr: 1.0000e-04 eta: 12:32:51 time: 0.3147 data_time: 0.0167 memory: 9395 grad_norm: 8.6436 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2688 loss: 1.2688 2022/08/17 05:07:22 - mmengine - INFO - Epoch(train) [218][2300/3757] lr: 1.0000e-04 eta: 12:32:20 time: 0.3177 data_time: 0.0168 memory: 9395 grad_norm: 8.9778 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1546 loss: 1.1546 2022/08/17 05:07:54 - mmengine - INFO - Epoch(train) [218][2400/3757] lr: 1.0000e-04 eta: 12:31:49 time: 0.3177 data_time: 0.0199 memory: 9395 grad_norm: 9.0233 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3388 loss: 1.3388 2022/08/17 05:08:25 - mmengine - INFO - Epoch(train) [218][2500/3757] lr: 1.0000e-04 eta: 12:31:18 time: 0.3153 data_time: 0.0173 memory: 9395 grad_norm: 8.8858 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4835 loss: 1.4835 2022/08/17 05:08:57 - mmengine - INFO - Epoch(train) [218][2600/3757] lr: 1.0000e-04 eta: 12:30:46 time: 0.3155 data_time: 0.0179 memory: 9395 grad_norm: 8.8915 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3914 loss: 1.3914 2022/08/17 05:09:29 - mmengine - INFO - Epoch(train) [218][2700/3757] lr: 1.0000e-04 eta: 12:30:15 time: 0.3169 data_time: 0.0169 memory: 9395 grad_norm: 8.7437 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3051 loss: 1.3051 2022/08/17 05:09:39 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 05:10:01 - mmengine - INFO - Epoch(train) [218][2800/3757] lr: 1.0000e-04 eta: 12:29:44 time: 0.3157 data_time: 0.0169 memory: 9395 grad_norm: 8.3544 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2626 loss: 1.2626 2022/08/17 05:10:33 - mmengine - INFO - Epoch(train) [218][2900/3757] lr: 1.0000e-04 eta: 12:29:13 time: 0.3176 data_time: 0.0168 memory: 9395 grad_norm: 8.5405 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.2686 loss: 1.2686 2022/08/17 05:11:04 - mmengine - INFO - Epoch(train) [218][3000/3757] lr: 1.0000e-04 eta: 12:28:42 time: 0.3172 data_time: 0.0173 memory: 9395 grad_norm: 8.7157 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4700 loss: 1.4700 2022/08/17 05:11:36 - mmengine - INFO - Epoch(train) [218][3100/3757] lr: 1.0000e-04 eta: 12:28:10 time: 0.3160 data_time: 0.0166 memory: 9395 grad_norm: 8.5447 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.5498 loss: 1.5498 2022/08/17 05:12:08 - mmengine - INFO - Epoch(train) [218][3200/3757] lr: 1.0000e-04 eta: 12:27:39 time: 0.3161 data_time: 0.0180 memory: 9395 grad_norm: 8.7915 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4020 loss: 1.4020 2022/08/17 05:12:40 - mmengine - INFO - Epoch(train) [218][3300/3757] lr: 1.0000e-04 eta: 12:27:08 time: 0.3157 data_time: 0.0189 memory: 9395 grad_norm: 8.6901 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5849 loss: 1.5849 2022/08/17 05:13:12 - mmengine - INFO - Epoch(train) [218][3400/3757] lr: 1.0000e-04 eta: 12:26:37 time: 0.3184 data_time: 0.0178 memory: 9395 grad_norm: 8.6725 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.3515 loss: 1.3515 2022/08/17 05:13:44 - mmengine - INFO - Epoch(train) [218][3500/3757] lr: 1.0000e-04 eta: 12:26:05 time: 0.3180 data_time: 0.0171 memory: 9395 grad_norm: 8.9869 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3137 loss: 1.3137 2022/08/17 05:14:16 - mmengine - INFO - Epoch(train) [218][3600/3757] lr: 1.0000e-04 eta: 12:25:34 time: 0.3219 data_time: 0.0188 memory: 9395 grad_norm: 8.7917 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.1771 loss: 1.1771 2022/08/17 05:14:48 - mmengine - INFO - Epoch(train) [218][3700/3757] lr: 1.0000e-04 eta: 12:25:03 time: 0.3165 data_time: 0.0172 memory: 9395 grad_norm: 8.9618 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4479 loss: 1.4479 2022/08/17 05:14:58 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 05:15:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 05:15:06 - mmengine - INFO - Epoch(train) [218][3757/3757] lr: 1.0000e-04 eta: 12:24:51 time: 0.3119 data_time: 0.0193 memory: 9395 grad_norm: 8.7148 top1_acc: 0.7143 top5_acc: 1.0000 loss_cls: 1.2303 loss: 1.2303 2022/08/17 05:15:40 - mmengine - INFO - Epoch(train) [219][100/3757] lr: 1.0000e-04 eta: 12:24:13 time: 0.3160 data_time: 0.0170 memory: 9395 grad_norm: 8.7497 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3063 loss: 1.3063 2022/08/17 05:16:11 - mmengine - INFO - Epoch(train) [219][200/3757] lr: 1.0000e-04 eta: 12:23:42 time: 0.3152 data_time: 0.0169 memory: 9395 grad_norm: 8.4583 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3704 loss: 1.3704 2022/08/17 05:16:43 - mmengine - INFO - Epoch(train) [219][300/3757] lr: 1.0000e-04 eta: 12:23:11 time: 0.3168 data_time: 0.0173 memory: 9395 grad_norm: 8.7979 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2183 loss: 1.2183 2022/08/17 05:17:15 - mmengine - INFO - Epoch(train) [219][400/3757] lr: 1.0000e-04 eta: 12:22:40 time: 0.3183 data_time: 0.0173 memory: 9395 grad_norm: 8.7938 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3808 loss: 1.3808 2022/08/17 05:17:47 - mmengine - INFO - Epoch(train) [219][500/3757] lr: 1.0000e-04 eta: 12:22:08 time: 0.3200 data_time: 0.0180 memory: 9395 grad_norm: 8.5811 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.1338 loss: 1.1338 2022/08/17 05:18:19 - mmengine - INFO - Epoch(train) [219][600/3757] lr: 1.0000e-04 eta: 12:21:37 time: 0.3172 data_time: 0.0196 memory: 9395 grad_norm: 8.5911 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3346 loss: 1.3346 2022/08/17 05:18:51 - mmengine - INFO - Epoch(train) [219][700/3757] lr: 1.0000e-04 eta: 12:21:06 time: 0.3156 data_time: 0.0175 memory: 9395 grad_norm: 8.8336 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.1671 loss: 1.1671 2022/08/17 05:19:23 - mmengine - INFO - Epoch(train) [219][800/3757] lr: 1.0000e-04 eta: 12:20:35 time: 0.3176 data_time: 0.0180 memory: 9395 grad_norm: 8.5531 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2362 loss: 1.2362 2022/08/17 05:19:55 - mmengine - INFO - Epoch(train) [219][900/3757] lr: 1.0000e-04 eta: 12:20:04 time: 0.3161 data_time: 0.0169 memory: 9395 grad_norm: 8.8814 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5223 loss: 1.5223 2022/08/17 05:20:18 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 05:20:26 - mmengine - INFO - Epoch(train) [219][1000/3757] lr: 1.0000e-04 eta: 12:19:32 time: 0.3166 data_time: 0.0167 memory: 9395 grad_norm: 8.9568 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.1920 loss: 1.1920 2022/08/17 05:20:58 - mmengine - INFO - Epoch(train) [219][1100/3757] lr: 1.0000e-04 eta: 12:19:01 time: 0.3191 data_time: 0.0176 memory: 9395 grad_norm: 8.8726 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4299 loss: 1.4299 2022/08/17 05:21:30 - mmengine - INFO - Epoch(train) [219][1200/3757] lr: 1.0000e-04 eta: 12:18:30 time: 0.3150 data_time: 0.0198 memory: 9395 grad_norm: 8.4146 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.3271 loss: 1.3271 2022/08/17 05:22:02 - mmengine - INFO - Epoch(train) [219][1300/3757] lr: 1.0000e-04 eta: 12:17:59 time: 0.3183 data_time: 0.0169 memory: 9395 grad_norm: 8.9550 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3697 loss: 1.3697 2022/08/17 05:22:34 - mmengine - INFO - Epoch(train) [219][1400/3757] lr: 1.0000e-04 eta: 12:17:27 time: 0.3159 data_time: 0.0174 memory: 9395 grad_norm: 9.0096 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3808 loss: 1.3808 2022/08/17 05:23:06 - mmengine - INFO - Epoch(train) [219][1500/3757] lr: 1.0000e-04 eta: 12:16:56 time: 0.3163 data_time: 0.0164 memory: 9395 grad_norm: 8.7026 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3816 loss: 1.3816 2022/08/17 05:23:38 - mmengine - INFO - Epoch(train) [219][1600/3757] lr: 1.0000e-04 eta: 12:16:25 time: 0.3162 data_time: 0.0168 memory: 9395 grad_norm: 8.8349 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6684 loss: 1.6684 2022/08/17 05:24:10 - mmengine - INFO - Epoch(train) [219][1700/3757] lr: 1.0000e-04 eta: 12:15:54 time: 0.3166 data_time: 0.0165 memory: 9395 grad_norm: 8.6154 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9275 loss: 0.9275 2022/08/17 05:24:41 - mmengine - INFO - Epoch(train) [219][1800/3757] lr: 1.0000e-04 eta: 12:15:23 time: 0.3177 data_time: 0.0172 memory: 9395 grad_norm: 9.0523 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2936 loss: 1.2936 2022/08/17 05:25:13 - mmengine - INFO - Epoch(train) [219][1900/3757] lr: 1.0000e-04 eta: 12:14:51 time: 0.3162 data_time: 0.0177 memory: 9395 grad_norm: 8.7207 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1897 loss: 1.1897 2022/08/17 05:25:37 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 05:25:45 - mmengine - INFO - Epoch(train) [219][2000/3757] lr: 1.0000e-04 eta: 12:14:20 time: 0.3186 data_time: 0.0174 memory: 9395 grad_norm: 8.9876 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5397 loss: 1.5397 2022/08/17 05:26:17 - mmengine - INFO - Epoch(train) [219][2100/3757] lr: 1.0000e-04 eta: 12:13:49 time: 0.3202 data_time: 0.0176 memory: 9395 grad_norm: 8.6736 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1418 loss: 1.1418 2022/08/17 05:26:49 - mmengine - INFO - Epoch(train) [219][2200/3757] lr: 1.0000e-04 eta: 12:13:18 time: 0.3160 data_time: 0.0170 memory: 9395 grad_norm: 8.7389 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2382 loss: 1.2382 2022/08/17 05:27:21 - mmengine - INFO - Epoch(train) [219][2300/3757] lr: 1.0000e-04 eta: 12:12:46 time: 0.3164 data_time: 0.0173 memory: 9395 grad_norm: 8.3483 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.3139 loss: 1.3139 2022/08/17 05:27:53 - mmengine - INFO - Epoch(train) [219][2400/3757] lr: 1.0000e-04 eta: 12:12:15 time: 0.3170 data_time: 0.0177 memory: 9395 grad_norm: 8.7116 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1796 loss: 1.1796 2022/08/17 05:28:25 - mmengine - INFO - Epoch(train) [219][2500/3757] lr: 1.0000e-04 eta: 12:11:44 time: 0.3154 data_time: 0.0164 memory: 9395 grad_norm: 8.6053 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1975 loss: 1.1975 2022/08/17 05:28:57 - mmengine - INFO - Epoch(train) [219][2600/3757] lr: 1.0000e-04 eta: 12:11:13 time: 0.3154 data_time: 0.0171 memory: 9395 grad_norm: 8.5746 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2339 loss: 1.2339 2022/08/17 05:29:28 - mmengine - INFO - Epoch(train) [219][2700/3757] lr: 1.0000e-04 eta: 12:10:42 time: 0.3174 data_time: 0.0190 memory: 9395 grad_norm: 9.0179 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3132 loss: 1.3132 2022/08/17 05:30:00 - mmengine - INFO - Epoch(train) [219][2800/3757] lr: 1.0000e-04 eta: 12:10:10 time: 0.3160 data_time: 0.0168 memory: 9395 grad_norm: 8.8911 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3460 loss: 1.3460 2022/08/17 05:30:32 - mmengine - INFO - Epoch(train) [219][2900/3757] lr: 1.0000e-04 eta: 12:09:39 time: 0.3153 data_time: 0.0174 memory: 9395 grad_norm: 8.8170 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3411 loss: 1.3411 2022/08/17 05:30:56 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 05:31:04 - mmengine - INFO - Epoch(train) [219][3000/3757] lr: 1.0000e-04 eta: 12:09:08 time: 0.3162 data_time: 0.0173 memory: 9395 grad_norm: 9.1033 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4524 loss: 1.4524 2022/08/17 05:31:36 - mmengine - INFO - Epoch(train) [219][3100/3757] lr: 1.0000e-04 eta: 12:08:37 time: 0.3165 data_time: 0.0180 memory: 9395 grad_norm: 8.6377 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3808 loss: 1.3808 2022/08/17 05:32:08 - mmengine - INFO - Epoch(train) [219][3200/3757] lr: 1.0000e-04 eta: 12:08:06 time: 0.3166 data_time: 0.0192 memory: 9395 grad_norm: 9.0715 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2258 loss: 1.2258 2022/08/17 05:32:40 - mmengine - INFO - Epoch(train) [219][3300/3757] lr: 1.0000e-04 eta: 12:07:34 time: 0.3156 data_time: 0.0167 memory: 9395 grad_norm: 8.6845 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3383 loss: 1.3383 2022/08/17 05:33:11 - mmengine - INFO - Epoch(train) [219][3400/3757] lr: 1.0000e-04 eta: 12:07:03 time: 0.3141 data_time: 0.0171 memory: 9395 grad_norm: 8.8074 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.4873 loss: 1.4873 2022/08/17 05:33:43 - mmengine - INFO - Epoch(train) [219][3500/3757] lr: 1.0000e-04 eta: 12:06:32 time: 0.3153 data_time: 0.0186 memory: 9395 grad_norm: 8.9926 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4317 loss: 1.4317 2022/08/17 05:34:15 - mmengine - INFO - Epoch(train) [219][3600/3757] lr: 1.0000e-04 eta: 12:06:01 time: 0.3161 data_time: 0.0175 memory: 9395 grad_norm: 8.8223 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4666 loss: 1.4666 2022/08/17 05:34:47 - mmengine - INFO - Epoch(train) [219][3700/3757] lr: 1.0000e-04 eta: 12:05:29 time: 0.3164 data_time: 0.0168 memory: 9395 grad_norm: 9.2927 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4007 loss: 1.4007 2022/08/17 05:35:05 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 05:35:05 - mmengine - INFO - Epoch(train) [219][3757/3757] lr: 1.0000e-04 eta: 12:05:17 time: 0.3121 data_time: 0.0171 memory: 9395 grad_norm: 8.6020 top1_acc: 0.2857 top5_acc: 0.8571 loss_cls: 1.3567 loss: 1.3567 2022/08/17 05:35:38 - mmengine - INFO - Epoch(train) [220][100/3757] lr: 1.0000e-04 eta: 12:04:40 time: 0.3176 data_time: 0.0177 memory: 9395 grad_norm: 8.6683 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3763 loss: 1.3763 2022/08/17 05:36:10 - mmengine - INFO - Epoch(train) [220][200/3757] lr: 1.0000e-04 eta: 12:04:08 time: 0.3157 data_time: 0.0170 memory: 9395 grad_norm: 9.0526 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2710 loss: 1.2710 2022/08/17 05:36:16 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 05:36:42 - mmengine - INFO - Epoch(train) [220][300/3757] lr: 1.0000e-04 eta: 12:03:37 time: 0.3161 data_time: 0.0171 memory: 9395 grad_norm: 8.5132 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2673 loss: 1.2673 2022/08/17 05:37:14 - mmengine - INFO - Epoch(train) [220][400/3757] lr: 1.0000e-04 eta: 12:03:06 time: 0.3172 data_time: 0.0174 memory: 9395 grad_norm: 8.7436 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2616 loss: 1.2616 2022/08/17 05:37:46 - mmengine - INFO - Epoch(train) [220][500/3757] lr: 1.0000e-04 eta: 12:02:35 time: 0.3190 data_time: 0.0186 memory: 9395 grad_norm: 8.6832 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3062 loss: 1.3062 2022/08/17 05:38:18 - mmengine - INFO - Epoch(train) [220][600/3757] lr: 1.0000e-04 eta: 12:02:04 time: 0.3187 data_time: 0.0166 memory: 9395 grad_norm: 9.0167 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.3771 loss: 1.3771 2022/08/17 05:38:50 - mmengine - INFO - Epoch(train) [220][700/3757] lr: 1.0000e-04 eta: 12:01:32 time: 0.3179 data_time: 0.0199 memory: 9395 grad_norm: 8.7837 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.1304 loss: 1.1304 2022/08/17 05:39:22 - mmengine - INFO - Epoch(train) [220][800/3757] lr: 1.0000e-04 eta: 12:01:01 time: 0.3165 data_time: 0.0171 memory: 9395 grad_norm: 8.4543 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4189 loss: 1.4189 2022/08/17 05:39:53 - mmengine - INFO - Epoch(train) [220][900/3757] lr: 1.0000e-04 eta: 12:00:30 time: 0.3166 data_time: 0.0174 memory: 9395 grad_norm: 8.5002 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.3084 loss: 1.3084 2022/08/17 05:40:25 - mmengine - INFO - Epoch(train) [220][1000/3757] lr: 1.0000e-04 eta: 11:59:59 time: 0.3175 data_time: 0.0170 memory: 9395 grad_norm: 8.9936 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1149 loss: 1.1149 2022/08/17 05:40:57 - mmengine - INFO - Epoch(train) [220][1100/3757] lr: 1.0000e-04 eta: 11:59:27 time: 0.3235 data_time: 0.0186 memory: 9395 grad_norm: 8.1803 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2494 loss: 1.2494 2022/08/17 05:41:29 - mmengine - INFO - Epoch(train) [220][1200/3757] lr: 1.0000e-04 eta: 11:58:56 time: 0.3169 data_time: 0.0179 memory: 9395 grad_norm: 8.7679 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2805 loss: 1.2805 2022/08/17 05:41:35 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 05:42:01 - mmengine - INFO - Epoch(train) [220][1300/3757] lr: 1.0000e-04 eta: 11:58:25 time: 0.3172 data_time: 0.0169 memory: 9395 grad_norm: 8.9938 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.5396 loss: 1.5396 2022/08/17 05:42:33 - mmengine - INFO - Epoch(train) [220][1400/3757] lr: 1.0000e-04 eta: 11:57:54 time: 0.3190 data_time: 0.0173 memory: 9395 grad_norm: 8.4901 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2006 loss: 1.2006 2022/08/17 05:43:05 - mmengine - INFO - Epoch(train) [220][1500/3757] lr: 1.0000e-04 eta: 11:57:23 time: 0.3157 data_time: 0.0171 memory: 9395 grad_norm: 9.0610 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4142 loss: 1.4142 2022/08/17 05:43:37 - mmengine - INFO - Epoch(train) [220][1600/3757] lr: 1.0000e-04 eta: 11:56:51 time: 0.3178 data_time: 0.0168 memory: 9395 grad_norm: 8.7874 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3392 loss: 1.3392 2022/08/17 05:44:09 - mmengine - INFO - Epoch(train) [220][1700/3757] lr: 1.0000e-04 eta: 11:56:20 time: 0.3155 data_time: 0.0175 memory: 9395 grad_norm: 8.3756 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4060 loss: 1.4060 2022/08/17 05:44:41 - mmengine - INFO - Epoch(train) [220][1800/3757] lr: 1.0000e-04 eta: 11:55:49 time: 0.3173 data_time: 0.0186 memory: 9395 grad_norm: 8.5972 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1956 loss: 1.1956 2022/08/17 05:45:12 - mmengine - INFO - Epoch(train) [220][1900/3757] lr: 1.0000e-04 eta: 11:55:18 time: 0.3166 data_time: 0.0181 memory: 9395 grad_norm: 8.8392 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2279 loss: 1.2279 2022/08/17 05:45:44 - mmengine - INFO - Epoch(train) [220][2000/3757] lr: 1.0000e-04 eta: 11:54:46 time: 0.3166 data_time: 0.0181 memory: 9395 grad_norm: 9.1001 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4144 loss: 1.4144 2022/08/17 05:46:16 - mmengine - INFO - Epoch(train) [220][2100/3757] lr: 1.0000e-04 eta: 11:54:15 time: 0.3152 data_time: 0.0169 memory: 9395 grad_norm: 8.7028 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1848 loss: 1.1848 2022/08/17 05:46:48 - mmengine - INFO - Epoch(train) [220][2200/3757] lr: 1.0000e-04 eta: 11:53:44 time: 0.3166 data_time: 0.0174 memory: 9395 grad_norm: 8.8920 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.5150 loss: 1.5150 2022/08/17 05:46:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 05:47:20 - mmengine - INFO - Epoch(train) [220][2300/3757] lr: 1.0000e-04 eta: 11:53:13 time: 0.3176 data_time: 0.0168 memory: 9395 grad_norm: 8.6965 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3555 loss: 1.3555 2022/08/17 05:47:52 - mmengine - INFO - Epoch(train) [220][2400/3757] lr: 1.0000e-04 eta: 11:52:42 time: 0.3169 data_time: 0.0164 memory: 9395 grad_norm: 9.1638 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4703 loss: 1.4703 2022/08/17 05:48:24 - mmengine - INFO - Epoch(train) [220][2500/3757] lr: 1.0000e-04 eta: 11:52:10 time: 0.3152 data_time: 0.0172 memory: 9395 grad_norm: 9.1604 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3200 loss: 1.3200 2022/08/17 05:48:56 - mmengine - INFO - Epoch(train) [220][2600/3757] lr: 1.0000e-04 eta: 11:51:39 time: 0.3159 data_time: 0.0168 memory: 9395 grad_norm: 8.5923 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1490 loss: 1.1490 2022/08/17 05:49:27 - mmengine - INFO - Epoch(train) [220][2700/3757] lr: 1.0000e-04 eta: 11:51:08 time: 0.3215 data_time: 0.0180 memory: 9395 grad_norm: 8.6899 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3392 loss: 1.3392 2022/08/17 05:49:59 - mmengine - INFO - Epoch(train) [220][2800/3757] lr: 1.0000e-04 eta: 11:50:37 time: 0.3154 data_time: 0.0183 memory: 9395 grad_norm: 9.1977 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3070 loss: 1.3070 2022/08/17 05:50:31 - mmengine - INFO - Epoch(train) [220][2900/3757] lr: 1.0000e-04 eta: 11:50:05 time: 0.3193 data_time: 0.0213 memory: 9395 grad_norm: 8.8048 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3117 loss: 1.3117 2022/08/17 05:51:03 - mmengine - INFO - Epoch(train) [220][3000/3757] lr: 1.0000e-04 eta: 11:49:34 time: 0.3163 data_time: 0.0167 memory: 9395 grad_norm: 8.8900 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.9753 loss: 0.9753 2022/08/17 05:51:35 - mmengine - INFO - Epoch(train) [220][3100/3757] lr: 1.0000e-04 eta: 11:49:03 time: 0.3164 data_time: 0.0170 memory: 9395 grad_norm: 8.6893 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4598 loss: 1.4598 2022/08/17 05:52:07 - mmengine - INFO - Epoch(train) [220][3200/3757] lr: 1.0000e-04 eta: 11:48:32 time: 0.3193 data_time: 0.0185 memory: 9395 grad_norm: 8.8882 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3757 loss: 1.3757 2022/08/17 05:52:12 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 05:52:39 - mmengine - INFO - Epoch(train) [220][3300/3757] lr: 1.0000e-04 eta: 11:48:00 time: 0.3158 data_time: 0.0173 memory: 9395 grad_norm: 8.6412 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4480 loss: 1.4480 2022/08/17 05:53:11 - mmengine - INFO - Epoch(train) [220][3400/3757] lr: 1.0000e-04 eta: 11:47:29 time: 0.3174 data_time: 0.0178 memory: 9395 grad_norm: 8.5994 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4674 loss: 1.4674 2022/08/17 05:53:43 - mmengine - INFO - Epoch(train) [220][3500/3757] lr: 1.0000e-04 eta: 11:46:58 time: 0.3171 data_time: 0.0177 memory: 9395 grad_norm: 8.9349 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5271 loss: 1.5271 2022/08/17 05:54:15 - mmengine - INFO - Epoch(train) [220][3600/3757] lr: 1.0000e-04 eta: 11:46:27 time: 0.3157 data_time: 0.0165 memory: 9395 grad_norm: 8.5799 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3913 loss: 1.3913 2022/08/17 05:54:47 - mmengine - INFO - Epoch(train) [220][3700/3757] lr: 1.0000e-04 eta: 11:45:56 time: 0.3152 data_time: 0.0172 memory: 9395 grad_norm: 8.6397 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.3641 loss: 1.3641 2022/08/17 05:55:05 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 05:55:05 - mmengine - INFO - Epoch(train) [220][3757/3757] lr: 1.0000e-04 eta: 11:45:43 time: 0.3098 data_time: 0.0168 memory: 9395 grad_norm: 8.8520 top1_acc: 0.7143 top5_acc: 0.7143 loss_cls: 1.5391 loss: 1.5391 2022/08/17 05:55:05 - mmengine - INFO - Saving checkpoint at 220 epochs 2022/08/17 05:55:28 - mmengine - INFO - Epoch(val) [220][100/310] eta: 0:00:35 time: 0.1684 data_time: 0.0700 memory: 1523 2022/08/17 05:55:46 - mmengine - INFO - Epoch(val) [220][200/310] eta: 0:00:17 time: 0.1560 data_time: 0.0581 memory: 1523 2022/08/17 05:56:02 - mmengine - INFO - Epoch(val) [220][300/310] eta: 0:00:01 time: 0.1279 data_time: 0.0371 memory: 1523 2022/08/17 05:56:04 - mmengine - INFO - Epoch(val) [220][310/310] acc/top1: 0.6909 acc/top5: 0.8840 acc/mean1: 0.6909 2022/08/17 05:56:38 - mmengine - INFO - Epoch(train) [221][100/3757] lr: 1.0000e-04 eta: 11:45:06 time: 0.3222 data_time: 0.0175 memory: 9395 grad_norm: 8.8643 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4465 loss: 1.4465 2022/08/17 05:57:09 - mmengine - INFO - Epoch(train) [221][200/3757] lr: 1.0000e-04 eta: 11:44:35 time: 0.3156 data_time: 0.0189 memory: 9395 grad_norm: 8.7506 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2444 loss: 1.2444 2022/08/17 05:57:41 - mmengine - INFO - Epoch(train) [221][300/3757] lr: 1.0000e-04 eta: 11:44:03 time: 0.3186 data_time: 0.0187 memory: 9395 grad_norm: 8.8315 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2538 loss: 1.2538 2022/08/17 05:58:13 - mmengine - INFO - Epoch(train) [221][400/3757] lr: 1.0000e-04 eta: 11:43:32 time: 0.3155 data_time: 0.0188 memory: 9395 grad_norm: 8.7136 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1679 loss: 1.1679 2022/08/17 05:58:32 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 05:58:45 - mmengine - INFO - Epoch(train) [221][500/3757] lr: 1.0000e-04 eta: 11:43:01 time: 0.3180 data_time: 0.0193 memory: 9395 grad_norm: 9.0141 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4416 loss: 1.4416 2022/08/17 05:59:17 - mmengine - INFO - Epoch(train) [221][600/3757] lr: 1.0000e-04 eta: 11:42:30 time: 0.3171 data_time: 0.0170 memory: 9395 grad_norm: 8.5063 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1889 loss: 1.1889 2022/08/17 05:59:49 - mmengine - INFO - Epoch(train) [221][700/3757] lr: 1.0000e-04 eta: 11:41:59 time: 0.3163 data_time: 0.0177 memory: 9395 grad_norm: 8.6687 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3794 loss: 1.3794 2022/08/17 06:00:25 - mmengine - INFO - Epoch(train) [221][800/3757] lr: 1.0000e-04 eta: 11:41:28 time: 0.3161 data_time: 0.0169 memory: 9395 grad_norm: 9.1134 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5117 loss: 1.5117 2022/08/17 06:00:57 - mmengine - INFO - Epoch(train) [221][900/3757] lr: 1.0000e-04 eta: 11:40:57 time: 0.3172 data_time: 0.0176 memory: 9395 grad_norm: 8.6245 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5279 loss: 1.5279 2022/08/17 06:01:29 - mmengine - INFO - Epoch(train) [221][1000/3757] lr: 1.0000e-04 eta: 11:40:26 time: 0.3187 data_time: 0.0190 memory: 9395 grad_norm: 8.6548 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.3517 loss: 1.3517 2022/08/17 06:02:01 - mmengine - INFO - Epoch(train) [221][1100/3757] lr: 1.0000e-04 eta: 11:39:54 time: 0.3171 data_time: 0.0184 memory: 9395 grad_norm: 8.9845 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4007 loss: 1.4007 2022/08/17 06:02:33 - mmengine - INFO - Epoch(train) [221][1200/3757] lr: 1.0000e-04 eta: 11:39:23 time: 0.3163 data_time: 0.0171 memory: 9395 grad_norm: 8.9064 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6029 loss: 1.6029 2022/08/17 06:03:04 - mmengine - INFO - Epoch(train) [221][1300/3757] lr: 1.0000e-04 eta: 11:38:52 time: 0.3154 data_time: 0.0179 memory: 9395 grad_norm: 8.6502 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3750 loss: 1.3750 2022/08/17 06:03:36 - mmengine - INFO - Epoch(train) [221][1400/3757] lr: 1.0000e-04 eta: 11:38:21 time: 0.3193 data_time: 0.0181 memory: 9395 grad_norm: 8.7854 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4173 loss: 1.4173 2022/08/17 06:03:56 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 06:04:08 - mmengine - INFO - Epoch(train) [221][1500/3757] lr: 1.0000e-04 eta: 11:37:49 time: 0.3172 data_time: 0.0177 memory: 9395 grad_norm: 8.9798 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6048 loss: 1.6048 2022/08/17 06:04:40 - mmengine - INFO - Epoch(train) [221][1600/3757] lr: 1.0000e-04 eta: 11:37:18 time: 0.3186 data_time: 0.0168 memory: 9395 grad_norm: 8.8994 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4578 loss: 1.4578 2022/08/17 06:05:12 - mmengine - INFO - Epoch(train) [221][1700/3757] lr: 1.0000e-04 eta: 11:36:47 time: 0.3185 data_time: 0.0185 memory: 9395 grad_norm: 8.6007 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4781 loss: 1.4781 2022/08/17 06:05:44 - mmengine - INFO - Epoch(train) [221][1800/3757] lr: 1.0000e-04 eta: 11:36:16 time: 0.3155 data_time: 0.0170 memory: 9395 grad_norm: 8.3779 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2634 loss: 1.2634 2022/08/17 06:06:16 - mmengine - INFO - Epoch(train) [221][1900/3757] lr: 1.0000e-04 eta: 11:35:44 time: 0.3182 data_time: 0.0173 memory: 9395 grad_norm: 8.4045 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2432 loss: 1.2432 2022/08/17 06:06:48 - mmengine - INFO - Epoch(train) [221][2000/3757] lr: 1.0000e-04 eta: 11:35:13 time: 0.3194 data_time: 0.0181 memory: 9395 grad_norm: 8.8797 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3879 loss: 1.3879 2022/08/17 06:07:20 - mmengine - INFO - Epoch(train) [221][2100/3757] lr: 1.0000e-04 eta: 11:34:42 time: 0.3166 data_time: 0.0164 memory: 9395 grad_norm: 8.3785 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0918 loss: 1.0918 2022/08/17 06:07:52 - mmengine - INFO - Epoch(train) [221][2200/3757] lr: 1.0000e-04 eta: 11:34:11 time: 0.3165 data_time: 0.0180 memory: 9395 grad_norm: 8.6753 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1549 loss: 1.1549 2022/08/17 06:08:24 - mmengine - INFO - Epoch(train) [221][2300/3757] lr: 1.0000e-04 eta: 11:33:40 time: 0.3153 data_time: 0.0166 memory: 9395 grad_norm: 8.7114 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4276 loss: 1.4276 2022/08/17 06:08:56 - mmengine - INFO - Epoch(train) [221][2400/3757] lr: 1.0000e-04 eta: 11:33:08 time: 0.3139 data_time: 0.0174 memory: 9395 grad_norm: 8.9674 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3806 loss: 1.3806 2022/08/17 06:09:15 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 06:09:27 - mmengine - INFO - Epoch(train) [221][2500/3757] lr: 1.0000e-04 eta: 11:32:37 time: 0.3168 data_time: 0.0181 memory: 9395 grad_norm: 8.5139 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3242 loss: 1.3242 2022/08/17 06:09:59 - mmengine - INFO - Epoch(train) [221][2600/3757] lr: 1.0000e-04 eta: 11:32:06 time: 0.3168 data_time: 0.0169 memory: 9395 grad_norm: 9.2606 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3603 loss: 1.3603 2022/08/17 06:10:31 - mmengine - INFO - Epoch(train) [221][2700/3757] lr: 1.0000e-04 eta: 11:31:35 time: 0.3189 data_time: 0.0186 memory: 9395 grad_norm: 8.7324 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.3632 loss: 1.3632 2022/08/17 06:11:03 - mmengine - INFO - Epoch(train) [221][2800/3757] lr: 1.0000e-04 eta: 11:31:03 time: 0.3174 data_time: 0.0166 memory: 9395 grad_norm: 8.7648 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3896 loss: 1.3896 2022/08/17 06:11:35 - mmengine - INFO - Epoch(train) [221][2900/3757] lr: 1.0000e-04 eta: 11:30:32 time: 0.3154 data_time: 0.0171 memory: 9395 grad_norm: 9.0900 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3420 loss: 1.3420 2022/08/17 06:12:07 - mmengine - INFO - Epoch(train) [221][3000/3757] lr: 1.0000e-04 eta: 11:30:01 time: 0.3157 data_time: 0.0174 memory: 9395 grad_norm: 8.9227 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4757 loss: 1.4757 2022/08/17 06:12:39 - mmengine - INFO - Epoch(train) [221][3100/3757] lr: 1.0000e-04 eta: 11:29:30 time: 0.3162 data_time: 0.0181 memory: 9395 grad_norm: 8.8506 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4082 loss: 1.4082 2022/08/17 06:13:11 - mmengine - INFO - Epoch(train) [221][3200/3757] lr: 1.0000e-04 eta: 11:28:59 time: 0.3169 data_time: 0.0173 memory: 9395 grad_norm: 8.7261 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2971 loss: 1.2971 2022/08/17 06:13:42 - mmengine - INFO - Epoch(train) [221][3300/3757] lr: 1.0000e-04 eta: 11:28:27 time: 0.3169 data_time: 0.0174 memory: 9395 grad_norm: 8.8888 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4973 loss: 1.4973 2022/08/17 06:14:14 - mmengine - INFO - Epoch(train) [221][3400/3757] lr: 1.0000e-04 eta: 11:27:56 time: 0.3166 data_time: 0.0174 memory: 9395 grad_norm: 8.5536 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2420 loss: 1.2420 2022/08/17 06:14:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 06:14:46 - mmengine - INFO - Epoch(train) [221][3500/3757] lr: 1.0000e-04 eta: 11:27:25 time: 0.3174 data_time: 0.0169 memory: 9395 grad_norm: 9.0860 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5817 loss: 1.5817 2022/08/17 06:15:18 - mmengine - INFO - Epoch(train) [221][3600/3757] lr: 1.0000e-04 eta: 11:26:54 time: 0.3186 data_time: 0.0199 memory: 9395 grad_norm: 8.9664 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4470 loss: 1.4470 2022/08/17 06:15:50 - mmengine - INFO - Epoch(train) [221][3700/3757] lr: 1.0000e-04 eta: 11:26:22 time: 0.3162 data_time: 0.0165 memory: 9395 grad_norm: 8.8576 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3358 loss: 1.3358 2022/08/17 06:16:08 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 06:16:08 - mmengine - INFO - Epoch(train) [221][3757/3757] lr: 1.0000e-04 eta: 11:26:10 time: 0.3098 data_time: 0.0186 memory: 9395 grad_norm: 8.7986 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 1.2430 loss: 1.2430 2022/08/17 06:16:42 - mmengine - INFO - Epoch(train) [222][100/3757] lr: 1.0000e-04 eta: 11:25:33 time: 0.3159 data_time: 0.0167 memory: 9395 grad_norm: 8.7602 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2539 loss: 1.2539 2022/08/17 06:17:13 - mmengine - INFO - Epoch(train) [222][200/3757] lr: 1.0000e-04 eta: 11:25:01 time: 0.3174 data_time: 0.0180 memory: 9395 grad_norm: 8.6623 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1838 loss: 1.1838 2022/08/17 06:17:45 - mmengine - INFO - Epoch(train) [222][300/3757] lr: 1.0000e-04 eta: 11:24:30 time: 0.3161 data_time: 0.0182 memory: 9395 grad_norm: 8.8491 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2446 loss: 1.2446 2022/08/17 06:18:17 - mmengine - INFO - Epoch(train) [222][400/3757] lr: 1.0000e-04 eta: 11:23:59 time: 0.3175 data_time: 0.0172 memory: 9395 grad_norm: 8.6444 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.1091 loss: 1.1091 2022/08/17 06:18:49 - mmengine - INFO - Epoch(train) [222][500/3757] lr: 1.0000e-04 eta: 11:23:28 time: 0.3166 data_time: 0.0180 memory: 9395 grad_norm: 8.8211 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5248 loss: 1.5248 2022/08/17 06:19:21 - mmengine - INFO - Epoch(train) [222][600/3757] lr: 1.0000e-04 eta: 11:22:57 time: 0.3168 data_time: 0.0165 memory: 9395 grad_norm: 8.5991 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 1.3783 loss: 1.3783 2022/08/17 06:19:53 - mmengine - INFO - Epoch(train) [222][700/3757] lr: 1.0000e-04 eta: 11:22:25 time: 0.3198 data_time: 0.0183 memory: 9395 grad_norm: 9.0737 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7781 loss: 1.7781 2022/08/17 06:19:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 06:20:25 - mmengine - INFO - Epoch(train) [222][800/3757] lr: 1.0000e-04 eta: 11:21:54 time: 0.3169 data_time: 0.0170 memory: 9395 grad_norm: 8.9618 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3164 loss: 1.3164 2022/08/17 06:20:57 - mmengine - INFO - Epoch(train) [222][900/3757] lr: 1.0000e-04 eta: 11:21:23 time: 0.3159 data_time: 0.0168 memory: 9395 grad_norm: 8.7229 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9932 loss: 0.9932 2022/08/17 06:21:29 - mmengine - INFO - Epoch(train) [222][1000/3757] lr: 1.0000e-04 eta: 11:20:52 time: 0.3203 data_time: 0.0180 memory: 9395 grad_norm: 8.5549 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2661 loss: 1.2661 2022/08/17 06:22:01 - mmengine - INFO - Epoch(train) [222][1100/3757] lr: 1.0000e-04 eta: 11:20:20 time: 0.3195 data_time: 0.0176 memory: 9395 grad_norm: 8.8261 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4632 loss: 1.4632 2022/08/17 06:22:33 - mmengine - INFO - Epoch(train) [222][1200/3757] lr: 1.0000e-04 eta: 11:19:49 time: 0.3198 data_time: 0.0184 memory: 9395 grad_norm: 8.9223 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4721 loss: 1.4721 2022/08/17 06:23:04 - mmengine - INFO - Epoch(train) [222][1300/3757] lr: 1.0000e-04 eta: 11:19:18 time: 0.3166 data_time: 0.0170 memory: 9395 grad_norm: 8.9252 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4240 loss: 1.4240 2022/08/17 06:23:36 - mmengine - INFO - Epoch(train) [222][1400/3757] lr: 1.0000e-04 eta: 11:18:47 time: 0.3178 data_time: 0.0168 memory: 9395 grad_norm: 8.5541 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1828 loss: 1.1828 2022/08/17 06:24:08 - mmengine - INFO - Epoch(train) [222][1500/3757] lr: 1.0000e-04 eta: 11:18:16 time: 0.3189 data_time: 0.0172 memory: 9395 grad_norm: 8.5520 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4375 loss: 1.4375 2022/08/17 06:24:40 - mmengine - INFO - Epoch(train) [222][1600/3757] lr: 1.0000e-04 eta: 11:17:44 time: 0.3155 data_time: 0.0176 memory: 9395 grad_norm: 9.1557 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3167 loss: 1.3167 2022/08/17 06:25:12 - mmengine - INFO - Epoch(train) [222][1700/3757] lr: 1.0000e-04 eta: 11:17:13 time: 0.3271 data_time: 0.0201 memory: 9395 grad_norm: 8.7540 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1186 loss: 1.1186 2022/08/17 06:25:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 06:25:44 - mmengine - INFO - Epoch(train) [222][1800/3757] lr: 1.0000e-04 eta: 11:16:42 time: 0.3161 data_time: 0.0180 memory: 9395 grad_norm: 9.1027 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3605 loss: 1.3605 2022/08/17 06:26:16 - mmengine - INFO - Epoch(train) [222][1900/3757] lr: 1.0000e-04 eta: 11:16:11 time: 0.3158 data_time: 0.0169 memory: 9395 grad_norm: 8.9822 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6177 loss: 1.6177 2022/08/17 06:26:48 - mmengine - INFO - Epoch(train) [222][2000/3757] lr: 1.0000e-04 eta: 11:15:39 time: 0.3162 data_time: 0.0179 memory: 9395 grad_norm: 8.5696 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1696 loss: 1.1696 2022/08/17 06:27:20 - mmengine - INFO - Epoch(train) [222][2100/3757] lr: 1.0000e-04 eta: 11:15:08 time: 0.3197 data_time: 0.0174 memory: 9395 grad_norm: 8.8273 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4830 loss: 1.4830 2022/08/17 06:27:52 - mmengine - INFO - Epoch(train) [222][2200/3757] lr: 1.0000e-04 eta: 11:14:37 time: 0.3165 data_time: 0.0170 memory: 9395 grad_norm: 9.2555 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8672 loss: 1.8672 2022/08/17 06:28:24 - mmengine - INFO - Epoch(train) [222][2300/3757] lr: 1.0000e-04 eta: 11:14:06 time: 0.3177 data_time: 0.0181 memory: 9395 grad_norm: 8.7048 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5317 loss: 1.5317 2022/08/17 06:28:55 - mmengine - INFO - Epoch(train) [222][2400/3757] lr: 1.0000e-04 eta: 11:13:34 time: 0.3162 data_time: 0.0184 memory: 9395 grad_norm: 8.6451 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2919 loss: 1.2919 2022/08/17 06:29:27 - mmengine - INFO - Epoch(train) [222][2500/3757] lr: 1.0000e-04 eta: 11:13:03 time: 0.3176 data_time: 0.0171 memory: 9395 grad_norm: 8.6270 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6694 loss: 1.6694 2022/08/17 06:29:59 - mmengine - INFO - Epoch(train) [222][2600/3757] lr: 1.0000e-04 eta: 11:12:32 time: 0.3174 data_time: 0.0174 memory: 9395 grad_norm: 9.0847 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.1854 loss: 1.1854 2022/08/17 06:30:32 - mmengine - INFO - Epoch(train) [222][2700/3757] lr: 1.0000e-04 eta: 11:12:01 time: 0.3315 data_time: 0.0172 memory: 9395 grad_norm: 8.9141 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2679 loss: 1.2679 2022/08/17 06:30:33 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 06:31:04 - mmengine - INFO - Epoch(train) [222][2800/3757] lr: 1.0000e-04 eta: 11:11:30 time: 0.3163 data_time: 0.0183 memory: 9395 grad_norm: 8.6860 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2099 loss: 1.2099 2022/08/17 06:31:35 - mmengine - INFO - Epoch(train) [222][2900/3757] lr: 1.0000e-04 eta: 11:10:58 time: 0.3150 data_time: 0.0170 memory: 9395 grad_norm: 8.8234 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4105 loss: 1.4105 2022/08/17 06:32:07 - mmengine - INFO - Epoch(train) [222][3000/3757] lr: 1.0000e-04 eta: 11:10:27 time: 0.3163 data_time: 0.0166 memory: 9395 grad_norm: 8.5836 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4770 loss: 1.4770 2022/08/17 06:32:39 - mmengine - INFO - Epoch(train) [222][3100/3757] lr: 1.0000e-04 eta: 11:09:56 time: 0.3165 data_time: 0.0173 memory: 9395 grad_norm: 9.0121 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4307 loss: 1.4307 2022/08/17 06:33:11 - mmengine - INFO - Epoch(train) [222][3200/3757] lr: 1.0000e-04 eta: 11:09:25 time: 0.3188 data_time: 0.0182 memory: 9395 grad_norm: 8.6683 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4702 loss: 1.4702 2022/08/17 06:33:43 - mmengine - INFO - Epoch(train) [222][3300/3757] lr: 1.0000e-04 eta: 11:08:53 time: 0.3173 data_time: 0.0202 memory: 9395 grad_norm: 8.7636 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2709 loss: 1.2709 2022/08/17 06:34:15 - mmengine - INFO - Epoch(train) [222][3400/3757] lr: 1.0000e-04 eta: 11:08:22 time: 0.3182 data_time: 0.0182 memory: 9395 grad_norm: 8.5548 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1597 loss: 1.1597 2022/08/17 06:34:47 - mmengine - INFO - Epoch(train) [222][3500/3757] lr: 1.0000e-04 eta: 11:07:51 time: 0.3178 data_time: 0.0185 memory: 9395 grad_norm: 8.8854 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2881 loss: 1.2881 2022/08/17 06:35:19 - mmengine - INFO - Epoch(train) [222][3600/3757] lr: 1.0000e-04 eta: 11:07:20 time: 0.3146 data_time: 0.0172 memory: 9395 grad_norm: 8.5505 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0730 loss: 1.0730 2022/08/17 06:35:51 - mmengine - INFO - Epoch(train) [222][3700/3757] lr: 1.0000e-04 eta: 11:06:48 time: 0.3176 data_time: 0.0165 memory: 9395 grad_norm: 8.4941 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5379 loss: 1.5379 2022/08/17 06:35:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 06:36:09 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 06:36:09 - mmengine - INFO - Epoch(train) [222][3757/3757] lr: 1.0000e-04 eta: 11:06:36 time: 0.3094 data_time: 0.0169 memory: 9395 grad_norm: 8.9857 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 1.4241 loss: 1.4241 2022/08/17 06:36:42 - mmengine - INFO - Epoch(train) [223][100/3757] lr: 1.0000e-04 eta: 11:05:59 time: 0.3173 data_time: 0.0172 memory: 9395 grad_norm: 8.9749 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6043 loss: 1.6043 2022/08/17 06:37:14 - mmengine - INFO - Epoch(train) [223][200/3757] lr: 1.0000e-04 eta: 11:05:28 time: 0.3244 data_time: 0.0185 memory: 9395 grad_norm: 8.7499 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.0974 loss: 1.0974 2022/08/17 06:37:46 - mmengine - INFO - Epoch(train) [223][300/3757] lr: 1.0000e-04 eta: 11:04:56 time: 0.3171 data_time: 0.0173 memory: 9395 grad_norm: 8.9755 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5093 loss: 1.5093 2022/08/17 06:38:18 - mmengine - INFO - Epoch(train) [223][400/3757] lr: 1.0000e-04 eta: 11:04:25 time: 0.3165 data_time: 0.0172 memory: 9395 grad_norm: 8.8931 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4287 loss: 1.4287 2022/08/17 06:38:50 - mmengine - INFO - Epoch(train) [223][500/3757] lr: 1.0000e-04 eta: 11:03:54 time: 0.3170 data_time: 0.0187 memory: 9395 grad_norm: 8.8624 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5787 loss: 1.5787 2022/08/17 06:39:22 - mmengine - INFO - Epoch(train) [223][600/3757] lr: 1.0000e-04 eta: 11:03:23 time: 0.3182 data_time: 0.0164 memory: 9395 grad_norm: 8.7486 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9811 loss: 0.9811 2022/08/17 06:39:54 - mmengine - INFO - Epoch(train) [223][700/3757] lr: 1.0000e-04 eta: 11:02:51 time: 0.3166 data_time: 0.0177 memory: 9395 grad_norm: 9.1309 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3471 loss: 1.3471 2022/08/17 06:40:26 - mmengine - INFO - Epoch(train) [223][800/3757] lr: 1.0000e-04 eta: 11:02:20 time: 0.3174 data_time: 0.0175 memory: 9395 grad_norm: 9.0521 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4532 loss: 1.4532 2022/08/17 06:40:57 - mmengine - INFO - Epoch(train) [223][900/3757] lr: 1.0000e-04 eta: 11:01:49 time: 0.3159 data_time: 0.0171 memory: 9395 grad_norm: 8.9393 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4799 loss: 1.4799 2022/08/17 06:41:12 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 06:41:29 - mmengine - INFO - Epoch(train) [223][1000/3757] lr: 1.0000e-04 eta: 11:01:18 time: 0.3160 data_time: 0.0173 memory: 9395 grad_norm: 8.6296 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4735 loss: 1.4735 2022/08/17 06:42:01 - mmengine - INFO - Epoch(train) [223][1100/3757] lr: 1.0000e-04 eta: 11:00:47 time: 0.3162 data_time: 0.0163 memory: 9395 grad_norm: 8.8038 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5506 loss: 1.5506 2022/08/17 06:42:33 - mmengine - INFO - Epoch(train) [223][1200/3757] lr: 1.0000e-04 eta: 11:00:15 time: 0.3208 data_time: 0.0176 memory: 9395 grad_norm: 8.6325 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2023 loss: 1.2023 2022/08/17 06:43:05 - mmengine - INFO - Epoch(train) [223][1300/3757] lr: 1.0000e-04 eta: 10:59:44 time: 0.3161 data_time: 0.0170 memory: 9395 grad_norm: 8.9688 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5629 loss: 1.5629 2022/08/17 06:43:37 - mmengine - INFO - Epoch(train) [223][1400/3757] lr: 1.0000e-04 eta: 10:59:13 time: 0.3151 data_time: 0.0170 memory: 9395 grad_norm: 8.8981 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3922 loss: 1.3922 2022/08/17 06:44:09 - mmengine - INFO - Epoch(train) [223][1500/3757] lr: 1.0000e-04 eta: 10:58:42 time: 0.3156 data_time: 0.0173 memory: 9395 grad_norm: 8.8615 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3954 loss: 1.3954 2022/08/17 06:44:41 - mmengine - INFO - Epoch(train) [223][1600/3757] lr: 1.0000e-04 eta: 10:58:10 time: 0.3163 data_time: 0.0196 memory: 9395 grad_norm: 8.9884 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2705 loss: 1.2705 2022/08/17 06:45:13 - mmengine - INFO - Epoch(train) [223][1700/3757] lr: 1.0000e-04 eta: 10:57:39 time: 0.3207 data_time: 0.0182 memory: 9395 grad_norm: 8.8101 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3714 loss: 1.3714 2022/08/17 06:45:45 - mmengine - INFO - Epoch(train) [223][1800/3757] lr: 1.0000e-04 eta: 10:57:08 time: 0.3158 data_time: 0.0169 memory: 9395 grad_norm: 8.9924 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3205 loss: 1.3205 2022/08/17 06:46:17 - mmengine - INFO - Epoch(train) [223][1900/3757] lr: 1.0000e-04 eta: 10:56:37 time: 0.3181 data_time: 0.0184 memory: 9395 grad_norm: 8.8570 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5244 loss: 1.5244 2022/08/17 06:46:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 06:46:49 - mmengine - INFO - Epoch(train) [223][2000/3757] lr: 1.0000e-04 eta: 10:56:05 time: 0.3180 data_time: 0.0177 memory: 9395 grad_norm: 8.6559 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2406 loss: 1.2406 2022/08/17 06:47:20 - mmengine - INFO - Epoch(train) [223][2100/3757] lr: 1.0000e-04 eta: 10:55:34 time: 0.3165 data_time: 0.0164 memory: 9395 grad_norm: 9.0637 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4507 loss: 1.4507 2022/08/17 06:47:52 - mmengine - INFO - Epoch(train) [223][2200/3757] lr: 1.0000e-04 eta: 10:55:03 time: 0.3169 data_time: 0.0181 memory: 9395 grad_norm: 9.0424 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.3463 loss: 1.3463 2022/08/17 06:48:24 - mmengine - INFO - Epoch(train) [223][2300/3757] lr: 1.0000e-04 eta: 10:54:32 time: 0.3151 data_time: 0.0193 memory: 9395 grad_norm: 9.0420 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7470 loss: 1.7470 2022/08/17 06:48:56 - mmengine - INFO - Epoch(train) [223][2400/3757] lr: 1.0000e-04 eta: 10:54:00 time: 0.3208 data_time: 0.0196 memory: 9395 grad_norm: 8.9190 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2519 loss: 1.2519 2022/08/17 06:49:28 - mmengine - INFO - Epoch(train) [223][2500/3757] lr: 1.0000e-04 eta: 10:53:29 time: 0.3161 data_time: 0.0172 memory: 9395 grad_norm: 8.6343 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3995 loss: 1.3995 2022/08/17 06:50:00 - mmengine - INFO - Epoch(train) [223][2600/3757] lr: 1.0000e-04 eta: 10:52:58 time: 0.3172 data_time: 0.0164 memory: 9395 grad_norm: 8.8943 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6626 loss: 1.6626 2022/08/17 06:50:32 - mmengine - INFO - Epoch(train) [223][2700/3757] lr: 1.0000e-04 eta: 10:52:27 time: 0.3202 data_time: 0.0202 memory: 9395 grad_norm: 8.7856 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3355 loss: 1.3355 2022/08/17 06:51:04 - mmengine - INFO - Epoch(train) [223][2800/3757] lr: 1.0000e-04 eta: 10:51:55 time: 0.3170 data_time: 0.0172 memory: 9395 grad_norm: 8.6752 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5339 loss: 1.5339 2022/08/17 06:51:36 - mmengine - INFO - Epoch(train) [223][2900/3757] lr: 1.0000e-04 eta: 10:51:24 time: 0.3195 data_time: 0.0175 memory: 9395 grad_norm: 8.6550 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1499 loss: 1.1499 2022/08/17 06:51:50 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 06:52:08 - mmengine - INFO - Epoch(train) [223][3000/3757] lr: 1.0000e-04 eta: 10:50:53 time: 0.3152 data_time: 0.0169 memory: 9395 grad_norm: 8.5788 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4005 loss: 1.4005 2022/08/17 06:52:40 - mmengine - INFO - Epoch(train) [223][3100/3757] lr: 1.0000e-04 eta: 10:50:22 time: 0.3172 data_time: 0.0162 memory: 9395 grad_norm: 9.0094 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1318 loss: 1.1318 2022/08/17 06:53:12 - mmengine - INFO - Epoch(train) [223][3200/3757] lr: 1.0000e-04 eta: 10:49:51 time: 0.3194 data_time: 0.0184 memory: 9395 grad_norm: 9.0128 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4632 loss: 1.4632 2022/08/17 06:53:44 - mmengine - INFO - Epoch(train) [223][3300/3757] lr: 1.0000e-04 eta: 10:49:19 time: 0.3162 data_time: 0.0180 memory: 9395 grad_norm: 8.8702 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4689 loss: 1.4689 2022/08/17 06:54:16 - mmengine - INFO - Epoch(train) [223][3400/3757] lr: 1.0000e-04 eta: 10:48:48 time: 0.3225 data_time: 0.0187 memory: 9395 grad_norm: 8.9551 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4311 loss: 1.4311 2022/08/17 06:54:48 - mmengine - INFO - Epoch(train) [223][3500/3757] lr: 1.0000e-04 eta: 10:48:17 time: 0.3181 data_time: 0.0170 memory: 9395 grad_norm: 8.7254 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3219 loss: 1.3219 2022/08/17 06:55:20 - mmengine - INFO - Epoch(train) [223][3600/3757] lr: 1.0000e-04 eta: 10:47:46 time: 0.3152 data_time: 0.0172 memory: 9395 grad_norm: 8.4495 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3564 loss: 1.3564 2022/08/17 06:55:52 - mmengine - INFO - Epoch(train) [223][3700/3757] lr: 1.0000e-04 eta: 10:47:14 time: 0.3167 data_time: 0.0166 memory: 9395 grad_norm: 8.8356 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2756 loss: 1.2756 2022/08/17 06:56:10 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 06:56:10 - mmengine - INFO - Epoch(train) [223][3757/3757] lr: 1.0000e-04 eta: 10:47:02 time: 0.3093 data_time: 0.0171 memory: 9395 grad_norm: 8.7931 top1_acc: 0.4286 top5_acc: 0.8571 loss_cls: 1.1908 loss: 1.1908 2022/08/17 06:56:43 - mmengine - INFO - Epoch(train) [224][100/3757] lr: 1.0000e-04 eta: 10:46:25 time: 0.3185 data_time: 0.0179 memory: 9395 grad_norm: 8.7286 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2601 loss: 1.2601 2022/08/17 06:57:12 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 06:57:15 - mmengine - INFO - Epoch(train) [224][200/3757] lr: 1.0000e-04 eta: 10:45:54 time: 0.3167 data_time: 0.0175 memory: 9395 grad_norm: 8.9299 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4413 loss: 1.4413 2022/08/17 06:57:47 - mmengine - INFO - Epoch(train) [224][300/3757] lr: 1.0000e-04 eta: 10:45:22 time: 0.3203 data_time: 0.0180 memory: 9395 grad_norm: 8.9662 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3096 loss: 1.3096 2022/08/17 06:58:19 - mmengine - INFO - Epoch(train) [224][400/3757] lr: 1.0000e-04 eta: 10:44:51 time: 0.3173 data_time: 0.0175 memory: 9395 grad_norm: 8.6268 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2494 loss: 1.2494 2022/08/17 06:58:51 - mmengine - INFO - Epoch(train) [224][500/3757] lr: 1.0000e-04 eta: 10:44:20 time: 0.3151 data_time: 0.0162 memory: 9395 grad_norm: 8.9440 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.1490 loss: 1.1490 2022/08/17 06:59:23 - mmengine - INFO - Epoch(train) [224][600/3757] lr: 1.0000e-04 eta: 10:43:49 time: 0.3180 data_time: 0.0168 memory: 9395 grad_norm: 9.0828 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3544 loss: 1.3544 2022/08/17 06:59:55 - mmengine - INFO - Epoch(train) [224][700/3757] lr: 1.0000e-04 eta: 10:43:17 time: 0.3178 data_time: 0.0179 memory: 9395 grad_norm: 8.7122 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3728 loss: 1.3728 2022/08/17 07:00:27 - mmengine - INFO - Epoch(train) [224][800/3757] lr: 1.0000e-04 eta: 10:42:46 time: 0.3175 data_time: 0.0170 memory: 9395 grad_norm: 8.5850 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3124 loss: 1.3124 2022/08/17 07:00:59 - mmengine - INFO - Epoch(train) [224][900/3757] lr: 1.0000e-04 eta: 10:42:15 time: 0.3169 data_time: 0.0172 memory: 9395 grad_norm: 8.9688 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6950 loss: 1.6950 2022/08/17 07:01:31 - mmengine - INFO - Epoch(train) [224][1000/3757] lr: 1.0000e-04 eta: 10:41:44 time: 0.3170 data_time: 0.0169 memory: 9395 grad_norm: 8.4652 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3914 loss: 1.3914 2022/08/17 07:02:03 - mmengine - INFO - Epoch(train) [224][1100/3757] lr: 1.0000e-04 eta: 10:41:13 time: 0.3166 data_time: 0.0166 memory: 9395 grad_norm: 8.7377 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.3820 loss: 1.3820 2022/08/17 07:02:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 07:02:35 - mmengine - INFO - Epoch(train) [224][1200/3757] lr: 1.0000e-04 eta: 10:40:41 time: 0.3230 data_time: 0.0187 memory: 9395 grad_norm: 8.6595 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4845 loss: 1.4845 2022/08/17 07:03:06 - mmengine - INFO - Epoch(train) [224][1300/3757] lr: 1.0000e-04 eta: 10:40:10 time: 0.3158 data_time: 0.0171 memory: 9395 grad_norm: 9.4061 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4862 loss: 1.4862 2022/08/17 07:03:38 - mmengine - INFO - Epoch(train) [224][1400/3757] lr: 1.0000e-04 eta: 10:39:39 time: 0.3165 data_time: 0.0199 memory: 9395 grad_norm: 8.9267 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3511 loss: 1.3511 2022/08/17 07:04:10 - mmengine - INFO - Epoch(train) [224][1500/3757] lr: 1.0000e-04 eta: 10:39:08 time: 0.3173 data_time: 0.0168 memory: 9395 grad_norm: 8.6737 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4113 loss: 1.4113 2022/08/17 07:04:42 - mmengine - INFO - Epoch(train) [224][1600/3757] lr: 1.0000e-04 eta: 10:38:36 time: 0.3170 data_time: 0.0172 memory: 9395 grad_norm: 9.0621 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2432 loss: 1.2432 2022/08/17 07:05:14 - mmengine - INFO - Epoch(train) [224][1700/3757] lr: 1.0000e-04 eta: 10:38:05 time: 0.3220 data_time: 0.0176 memory: 9395 grad_norm: 8.9488 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5077 loss: 1.5077 2022/08/17 07:05:46 - mmengine - INFO - Epoch(train) [224][1800/3757] lr: 1.0000e-04 eta: 10:37:34 time: 0.3164 data_time: 0.0176 memory: 9395 grad_norm: 8.9649 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6705 loss: 1.6705 2022/08/17 07:06:18 - mmengine - INFO - Epoch(train) [224][1900/3757] lr: 1.0000e-04 eta: 10:37:03 time: 0.3188 data_time: 0.0190 memory: 9395 grad_norm: 8.7044 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2899 loss: 1.2899 2022/08/17 07:06:50 - mmengine - INFO - Epoch(train) [224][2000/3757] lr: 1.0000e-04 eta: 10:36:31 time: 0.3169 data_time: 0.0172 memory: 9395 grad_norm: 9.2143 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5473 loss: 1.5473 2022/08/17 07:07:22 - mmengine - INFO - Epoch(train) [224][2100/3757] lr: 1.0000e-04 eta: 10:36:00 time: 0.3157 data_time: 0.0171 memory: 9395 grad_norm: 8.8138 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3569 loss: 1.3569 2022/08/17 07:07:50 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 07:07:53 - mmengine - INFO - Epoch(train) [224][2200/3757] lr: 1.0000e-04 eta: 10:35:29 time: 0.3156 data_time: 0.0176 memory: 9395 grad_norm: 8.8233 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1621 loss: 1.1621 2022/08/17 07:08:25 - mmengine - INFO - Epoch(train) [224][2300/3757] lr: 1.0000e-04 eta: 10:34:58 time: 0.3163 data_time: 0.0170 memory: 9395 grad_norm: 8.6475 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.3361 loss: 1.3361 2022/08/17 07:08:57 - mmengine - INFO - Epoch(train) [224][2400/3757] lr: 1.0000e-04 eta: 10:34:26 time: 0.3188 data_time: 0.0190 memory: 9395 grad_norm: 8.5372 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1310 loss: 1.1310 2022/08/17 07:09:29 - mmengine - INFO - Epoch(train) [224][2500/3757] lr: 1.0000e-04 eta: 10:33:55 time: 0.3158 data_time: 0.0185 memory: 9395 grad_norm: 8.7171 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2671 loss: 1.2671 2022/08/17 07:10:01 - mmengine - INFO - Epoch(train) [224][2600/3757] lr: 1.0000e-04 eta: 10:33:24 time: 0.3169 data_time: 0.0170 memory: 9395 grad_norm: 8.6281 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0370 loss: 1.0370 2022/08/17 07:10:33 - mmengine - INFO - Epoch(train) [224][2700/3757] lr: 1.0000e-04 eta: 10:32:53 time: 0.3211 data_time: 0.0186 memory: 9395 grad_norm: 8.7080 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0835 loss: 1.0835 2022/08/17 07:11:05 - mmengine - INFO - Epoch(train) [224][2800/3757] lr: 1.0000e-04 eta: 10:32:21 time: 0.3176 data_time: 0.0172 memory: 9395 grad_norm: 8.9689 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5095 loss: 1.5095 2022/08/17 07:11:37 - mmengine - INFO - Epoch(train) [224][2900/3757] lr: 1.0000e-04 eta: 10:31:50 time: 0.3191 data_time: 0.0185 memory: 9395 grad_norm: 8.8674 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2744 loss: 1.2744 2022/08/17 07:12:09 - mmengine - INFO - Epoch(train) [224][3000/3757] lr: 1.0000e-04 eta: 10:31:19 time: 0.3160 data_time: 0.0171 memory: 9395 grad_norm: 9.0813 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4619 loss: 1.4619 2022/08/17 07:12:41 - mmengine - INFO - Epoch(train) [224][3100/3757] lr: 1.0000e-04 eta: 10:30:48 time: 0.3155 data_time: 0.0166 memory: 9395 grad_norm: 8.7111 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1821 loss: 1.1821 2022/08/17 07:13:09 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 07:13:13 - mmengine - INFO - Epoch(train) [224][3200/3757] lr: 1.0000e-04 eta: 10:30:16 time: 0.3158 data_time: 0.0182 memory: 9395 grad_norm: 8.9525 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4587 loss: 1.4587 2022/08/17 07:13:44 - mmengine - INFO - Epoch(train) [224][3300/3757] lr: 1.0000e-04 eta: 10:29:45 time: 0.3179 data_time: 0.0182 memory: 9395 grad_norm: 8.7363 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5252 loss: 1.5252 2022/08/17 07:14:16 - mmengine - INFO - Epoch(train) [224][3400/3757] lr: 1.0000e-04 eta: 10:29:14 time: 0.3170 data_time: 0.0175 memory: 9395 grad_norm: 9.0386 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5142 loss: 1.5142 2022/08/17 07:14:48 - mmengine - INFO - Epoch(train) [224][3500/3757] lr: 1.0000e-04 eta: 10:28:43 time: 0.3214 data_time: 0.0177 memory: 9395 grad_norm: 8.6041 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.1541 loss: 1.1541 2022/08/17 07:15:20 - mmengine - INFO - Epoch(train) [224][3600/3757] lr: 1.0000e-04 eta: 10:28:11 time: 0.3166 data_time: 0.0173 memory: 9395 grad_norm: 8.2960 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2020 loss: 1.2020 2022/08/17 07:15:52 - mmengine - INFO - Epoch(train) [224][3700/3757] lr: 1.0000e-04 eta: 10:27:40 time: 0.3168 data_time: 0.0167 memory: 9395 grad_norm: 8.7603 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2083 loss: 1.2083 2022/08/17 07:16:10 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 07:16:10 - mmengine - INFO - Epoch(train) [224][3757/3757] lr: 1.0000e-04 eta: 10:27:28 time: 0.3095 data_time: 0.0178 memory: 9395 grad_norm: 9.0123 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 1.3851 loss: 1.3851 2022/08/17 07:16:10 - mmengine - INFO - Saving checkpoint at 224 epochs 2022/08/17 07:16:46 - mmengine - INFO - Epoch(train) [225][100/3757] lr: 1.0000e-04 eta: 10:26:51 time: 0.3230 data_time: 0.0202 memory: 9395 grad_norm: 9.0376 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6470 loss: 1.6470 2022/08/17 07:17:18 - mmengine - INFO - Epoch(train) [225][200/3757] lr: 1.0000e-04 eta: 10:26:19 time: 0.3146 data_time: 0.0163 memory: 9395 grad_norm: 8.6722 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3903 loss: 1.3903 2022/08/17 07:17:50 - mmengine - INFO - Epoch(train) [225][300/3757] lr: 1.0000e-04 eta: 10:25:48 time: 0.3170 data_time: 0.0173 memory: 9395 grad_norm: 8.8879 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4064 loss: 1.4064 2022/08/17 07:18:22 - mmengine - INFO - Epoch(train) [225][400/3757] lr: 1.0000e-04 eta: 10:25:17 time: 0.3169 data_time: 0.0166 memory: 9395 grad_norm: 8.8685 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4097 loss: 1.4097 2022/08/17 07:18:32 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 07:18:54 - mmengine - INFO - Epoch(train) [225][500/3757] lr: 1.0000e-04 eta: 10:24:46 time: 0.3159 data_time: 0.0170 memory: 9395 grad_norm: 8.6940 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4287 loss: 1.4287 2022/08/17 07:19:26 - mmengine - INFO - Epoch(train) [225][600/3757] lr: 1.0000e-04 eta: 10:24:14 time: 0.3194 data_time: 0.0195 memory: 9395 grad_norm: 8.7750 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4361 loss: 1.4361 2022/08/17 07:19:58 - mmengine - INFO - Epoch(train) [225][700/3757] lr: 1.0000e-04 eta: 10:23:43 time: 0.3169 data_time: 0.0185 memory: 9395 grad_norm: 9.0333 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4723 loss: 1.4723 2022/08/17 07:20:30 - mmengine - INFO - Epoch(train) [225][800/3757] lr: 1.0000e-04 eta: 10:23:12 time: 0.3220 data_time: 0.0172 memory: 9395 grad_norm: 8.8949 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1329 loss: 1.1329 2022/08/17 07:21:02 - mmengine - INFO - Epoch(train) [225][900/3757] lr: 1.0000e-04 eta: 10:22:41 time: 0.3172 data_time: 0.0169 memory: 9395 grad_norm: 8.9199 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4336 loss: 1.4336 2022/08/17 07:21:33 - mmengine - INFO - Epoch(train) [225][1000/3757] lr: 1.0000e-04 eta: 10:22:09 time: 0.3175 data_time: 0.0171 memory: 9395 grad_norm: 8.9320 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3450 loss: 1.3450 2022/08/17 07:22:05 - mmengine - INFO - Epoch(train) [225][1100/3757] lr: 1.0000e-04 eta: 10:21:38 time: 0.3186 data_time: 0.0168 memory: 9395 grad_norm: 9.0829 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3963 loss: 1.3963 2022/08/17 07:22:37 - mmengine - INFO - Epoch(train) [225][1200/3757] lr: 1.0000e-04 eta: 10:21:07 time: 0.3182 data_time: 0.0170 memory: 9395 grad_norm: 8.9187 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1417 loss: 1.1417 2022/08/17 07:23:09 - mmengine - INFO - Epoch(train) [225][1300/3757] lr: 1.0000e-04 eta: 10:20:36 time: 0.3146 data_time: 0.0173 memory: 9395 grad_norm: 8.5849 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2570 loss: 1.2570 2022/08/17 07:23:41 - mmengine - INFO - Epoch(train) [225][1400/3757] lr: 1.0000e-04 eta: 10:20:04 time: 0.3169 data_time: 0.0174 memory: 9395 grad_norm: 8.7207 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.1216 loss: 1.1216 2022/08/17 07:23:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 07:24:13 - mmengine - INFO - Epoch(train) [225][1500/3757] lr: 1.0000e-04 eta: 10:19:33 time: 0.3166 data_time: 0.0177 memory: 9395 grad_norm: 8.7627 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3993 loss: 1.3993 2022/08/17 07:24:45 - mmengine - INFO - Epoch(train) [225][1600/3757] lr: 1.0000e-04 eta: 10:19:02 time: 0.3163 data_time: 0.0170 memory: 9395 grad_norm: 8.6085 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.2480 loss: 1.2480 2022/08/17 07:25:17 - mmengine - INFO - Epoch(train) [225][1700/3757] lr: 1.0000e-04 eta: 10:18:31 time: 0.3212 data_time: 0.0187 memory: 9395 grad_norm: 8.9065 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2355 loss: 1.2355 2022/08/17 07:25:49 - mmengine - INFO - Epoch(train) [225][1800/3757] lr: 1.0000e-04 eta: 10:17:59 time: 0.3177 data_time: 0.0184 memory: 9395 grad_norm: 8.7945 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2737 loss: 1.2737 2022/08/17 07:26:21 - mmengine - INFO - Epoch(train) [225][1900/3757] lr: 1.0000e-04 eta: 10:17:28 time: 0.3166 data_time: 0.0176 memory: 9395 grad_norm: 8.7545 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1897 loss: 1.1897 2022/08/17 07:26:53 - mmengine - INFO - Epoch(train) [225][2000/3757] lr: 1.0000e-04 eta: 10:16:57 time: 0.3164 data_time: 0.0167 memory: 9395 grad_norm: 8.9033 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1233 loss: 1.1233 2022/08/17 07:27:24 - mmengine - INFO - Epoch(train) [225][2100/3757] lr: 1.0000e-04 eta: 10:16:26 time: 0.3185 data_time: 0.0171 memory: 9395 grad_norm: 8.9751 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5261 loss: 1.5261 2022/08/17 07:27:57 - mmengine - INFO - Epoch(train) [225][2200/3757] lr: 1.0000e-04 eta: 10:15:55 time: 0.3243 data_time: 0.0175 memory: 9395 grad_norm: 8.7573 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3406 loss: 1.3406 2022/08/17 07:28:29 - mmengine - INFO - Epoch(train) [225][2300/3757] lr: 1.0000e-04 eta: 10:15:23 time: 0.3215 data_time: 0.0192 memory: 9395 grad_norm: 8.9507 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5000 loss: 1.5000 2022/08/17 07:29:01 - mmengine - INFO - Epoch(train) [225][2400/3757] lr: 1.0000e-04 eta: 10:14:52 time: 0.3185 data_time: 0.0177 memory: 9395 grad_norm: 8.8383 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2520 loss: 1.2520 2022/08/17 07:29:11 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 07:29:32 - mmengine - INFO - Epoch(train) [225][2500/3757] lr: 1.0000e-04 eta: 10:14:21 time: 0.3161 data_time: 0.0168 memory: 9395 grad_norm: 9.1813 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2194 loss: 1.2194 2022/08/17 07:30:04 - mmengine - INFO - Epoch(train) [225][2600/3757] lr: 1.0000e-04 eta: 10:13:50 time: 0.3162 data_time: 0.0166 memory: 9395 grad_norm: 8.7228 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1238 loss: 1.1238 2022/08/17 07:30:36 - mmengine - INFO - Epoch(train) [225][2700/3757] lr: 1.0000e-04 eta: 10:13:18 time: 0.3173 data_time: 0.0171 memory: 9395 grad_norm: 9.1529 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.3630 loss: 1.3630 2022/08/17 07:31:08 - mmengine - INFO - Epoch(train) [225][2800/3757] lr: 1.0000e-04 eta: 10:12:47 time: 0.3181 data_time: 0.0167 memory: 9395 grad_norm: 9.1932 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4232 loss: 1.4232 2022/08/17 07:31:40 - mmengine - INFO - Epoch(train) [225][2900/3757] lr: 1.0000e-04 eta: 10:12:16 time: 0.3161 data_time: 0.0175 memory: 9395 grad_norm: 9.0967 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3941 loss: 1.3941 2022/08/17 07:32:12 - mmengine - INFO - Epoch(train) [225][3000/3757] lr: 1.0000e-04 eta: 10:11:45 time: 0.3151 data_time: 0.0161 memory: 9395 grad_norm: 8.8450 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4635 loss: 1.4635 2022/08/17 07:32:44 - mmengine - INFO - Epoch(train) [225][3100/3757] lr: 1.0000e-04 eta: 10:11:13 time: 0.3161 data_time: 0.0168 memory: 9395 grad_norm: 9.0817 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4562 loss: 1.4562 2022/08/17 07:33:16 - mmengine - INFO - Epoch(train) [225][3200/3757] lr: 1.0000e-04 eta: 10:10:42 time: 0.3193 data_time: 0.0183 memory: 9395 grad_norm: 9.0771 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2992 loss: 1.2992 2022/08/17 07:33:47 - mmengine - INFO - Epoch(train) [225][3300/3757] lr: 1.0000e-04 eta: 10:10:11 time: 0.3174 data_time: 0.0178 memory: 9395 grad_norm: 8.8286 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4272 loss: 1.4272 2022/08/17 07:34:19 - mmengine - INFO - Epoch(train) [225][3400/3757] lr: 1.0000e-04 eta: 10:09:40 time: 0.3156 data_time: 0.0177 memory: 9395 grad_norm: 8.7847 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3642 loss: 1.3642 2022/08/17 07:34:29 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 07:34:51 - mmengine - INFO - Epoch(train) [225][3500/3757] lr: 1.0000e-04 eta: 10:09:08 time: 0.3175 data_time: 0.0169 memory: 9395 grad_norm: 8.6458 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1969 loss: 1.1969 2022/08/17 07:35:23 - mmengine - INFO - Epoch(train) [225][3600/3757] lr: 1.0000e-04 eta: 10:08:37 time: 0.3185 data_time: 0.0164 memory: 9395 grad_norm: 8.7450 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.2640 loss: 1.2640 2022/08/17 07:35:55 - mmengine - INFO - Epoch(train) [225][3700/3757] lr: 1.0000e-04 eta: 10:08:06 time: 0.3157 data_time: 0.0175 memory: 9395 grad_norm: 8.6757 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3759 loss: 1.3759 2022/08/17 07:36:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 07:36:13 - mmengine - INFO - Epoch(train) [225][3757/3757] lr: 1.0000e-04 eta: 10:07:53 time: 0.3089 data_time: 0.0156 memory: 9395 grad_norm: 9.1646 top1_acc: 0.8571 top5_acc: 0.8571 loss_cls: 1.3402 loss: 1.3402 2022/08/17 07:36:31 - mmengine - INFO - Epoch(val) [225][100/310] eta: 0:00:35 time: 0.1678 data_time: 0.0690 memory: 1523 2022/08/17 07:36:49 - mmengine - INFO - Epoch(val) [225][200/310] eta: 0:00:17 time: 0.1568 data_time: 0.0563 memory: 1523 2022/08/17 07:37:06 - mmengine - INFO - Epoch(val) [225][300/310] eta: 0:00:01 time: 0.1796 data_time: 0.0813 memory: 1523 2022/08/17 07:37:09 - mmengine - INFO - Epoch(val) [225][310/310] acc/top1: 0.6927 acc/top5: 0.8845 acc/mean1: 0.6926 2022/08/17 07:37:43 - mmengine - INFO - Epoch(train) [226][100/3757] lr: 1.0000e-04 eta: 10:07:16 time: 0.3195 data_time: 0.0193 memory: 9395 grad_norm: 9.4431 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1883 loss: 1.1883 2022/08/17 07:38:15 - mmengine - INFO - Epoch(train) [226][200/3757] lr: 1.0000e-04 eta: 10:06:45 time: 0.3165 data_time: 0.0167 memory: 9395 grad_norm: 8.6148 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1689 loss: 1.1689 2022/08/17 07:38:46 - mmengine - INFO - Epoch(train) [226][300/3757] lr: 1.0000e-04 eta: 10:06:14 time: 0.3186 data_time: 0.0178 memory: 9395 grad_norm: 8.8894 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1562 loss: 1.1562 2022/08/17 07:39:18 - mmengine - INFO - Epoch(train) [226][400/3757] lr: 1.0000e-04 eta: 10:05:43 time: 0.3184 data_time: 0.0179 memory: 9395 grad_norm: 8.9002 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3509 loss: 1.3509 2022/08/17 07:39:50 - mmengine - INFO - Epoch(train) [226][500/3757] lr: 1.0000e-04 eta: 10:05:11 time: 0.3157 data_time: 0.0166 memory: 9395 grad_norm: 8.7832 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2302 loss: 1.2302 2022/08/17 07:40:22 - mmengine - INFO - Epoch(train) [226][600/3757] lr: 1.0000e-04 eta: 10:04:40 time: 0.3159 data_time: 0.0170 memory: 9395 grad_norm: 8.5841 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4458 loss: 1.4458 2022/08/17 07:40:46 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 07:40:54 - mmengine - INFO - Epoch(train) [226][700/3757] lr: 1.0000e-04 eta: 10:04:09 time: 0.3162 data_time: 0.0173 memory: 9395 grad_norm: 8.7268 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2358 loss: 1.2358 2022/08/17 07:41:26 - mmengine - INFO - Epoch(train) [226][800/3757] lr: 1.0000e-04 eta: 10:03:38 time: 0.3221 data_time: 0.0186 memory: 9395 grad_norm: 9.0509 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2483 loss: 1.2483 2022/08/17 07:41:58 - mmengine - INFO - Epoch(train) [226][900/3757] lr: 1.0000e-04 eta: 10:03:06 time: 0.3172 data_time: 0.0169 memory: 9395 grad_norm: 8.6199 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2443 loss: 1.2443 2022/08/17 07:42:30 - mmengine - INFO - Epoch(train) [226][1000/3757] lr: 1.0000e-04 eta: 10:02:35 time: 0.3188 data_time: 0.0175 memory: 9395 grad_norm: 8.9461 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.1097 loss: 1.1097 2022/08/17 07:43:02 - mmengine - INFO - Epoch(train) [226][1100/3757] lr: 1.0000e-04 eta: 10:02:04 time: 0.3181 data_time: 0.0176 memory: 9395 grad_norm: 8.5535 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3442 loss: 1.3442 2022/08/17 07:43:34 - mmengine - INFO - Epoch(train) [226][1200/3757] lr: 1.0000e-04 eta: 10:01:33 time: 0.3162 data_time: 0.0183 memory: 9395 grad_norm: 9.1509 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3777 loss: 1.3777 2022/08/17 07:44:06 - mmengine - INFO - Epoch(train) [226][1300/3757] lr: 1.0000e-04 eta: 10:01:01 time: 0.3168 data_time: 0.0191 memory: 9395 grad_norm: 8.6460 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4441 loss: 1.4441 2022/08/17 07:44:38 - mmengine - INFO - Epoch(train) [226][1400/3757] lr: 1.0000e-04 eta: 10:00:30 time: 0.3177 data_time: 0.0194 memory: 9395 grad_norm: 8.7128 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1038 loss: 1.1038 2022/08/17 07:45:10 - mmengine - INFO - Epoch(train) [226][1500/3757] lr: 1.0000e-04 eta: 9:59:59 time: 0.3161 data_time: 0.0171 memory: 9395 grad_norm: 8.7939 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1613 loss: 1.1613 2022/08/17 07:45:42 - mmengine - INFO - Epoch(train) [226][1600/3757] lr: 1.0000e-04 eta: 9:59:28 time: 0.3247 data_time: 0.0197 memory: 9395 grad_norm: 8.6708 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1862 loss: 1.1862 2022/08/17 07:46:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 07:46:14 - mmengine - INFO - Epoch(train) [226][1700/3757] lr: 1.0000e-04 eta: 9:58:56 time: 0.3169 data_time: 0.0170 memory: 9395 grad_norm: 8.8563 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3346 loss: 1.3346 2022/08/17 07:46:46 - mmengine - INFO - Epoch(train) [226][1800/3757] lr: 1.0000e-04 eta: 9:58:25 time: 0.3172 data_time: 0.0174 memory: 9395 grad_norm: 8.6421 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5457 loss: 1.5457 2022/08/17 07:47:17 - mmengine - INFO - Epoch(train) [226][1900/3757] lr: 1.0000e-04 eta: 9:57:54 time: 0.3197 data_time: 0.0186 memory: 9395 grad_norm: 8.7141 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3666 loss: 1.3666 2022/08/17 07:47:49 - mmengine - INFO - Epoch(train) [226][2000/3757] lr: 1.0000e-04 eta: 9:57:23 time: 0.3158 data_time: 0.0185 memory: 9395 grad_norm: 8.9056 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3490 loss: 1.3490 2022/08/17 07:48:21 - mmengine - INFO - Epoch(train) [226][2100/3757] lr: 1.0000e-04 eta: 9:56:51 time: 0.3214 data_time: 0.0175 memory: 9395 grad_norm: 8.9385 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4936 loss: 1.4936 2022/08/17 07:48:53 - mmengine - INFO - Epoch(train) [226][2200/3757] lr: 1.0000e-04 eta: 9:56:20 time: 0.3163 data_time: 0.0173 memory: 9395 grad_norm: 8.7113 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4212 loss: 1.4212 2022/08/17 07:49:25 - mmengine - INFO - Epoch(train) [226][2300/3757] lr: 1.0000e-04 eta: 9:55:49 time: 0.3169 data_time: 0.0169 memory: 9395 grad_norm: 9.1309 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4483 loss: 1.4483 2022/08/17 07:49:57 - mmengine - INFO - Epoch(train) [226][2400/3757] lr: 1.0000e-04 eta: 9:55:18 time: 0.3180 data_time: 0.0187 memory: 9395 grad_norm: 8.6383 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4326 loss: 1.4326 2022/08/17 07:50:29 - mmengine - INFO - Epoch(train) [226][2500/3757] lr: 1.0000e-04 eta: 9:54:46 time: 0.3176 data_time: 0.0167 memory: 9395 grad_norm: 8.9563 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0710 loss: 1.0710 2022/08/17 07:51:01 - mmengine - INFO - Epoch(train) [226][2600/3757] lr: 1.0000e-04 eta: 9:54:15 time: 0.3208 data_time: 0.0189 memory: 9395 grad_norm: 8.9165 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5841 loss: 1.5841 2022/08/17 07:51:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 07:51:33 - mmengine - INFO - Epoch(train) [226][2700/3757] lr: 1.0000e-04 eta: 9:53:44 time: 0.3161 data_time: 0.0163 memory: 9395 grad_norm: 9.0818 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3438 loss: 1.3438 2022/08/17 07:52:05 - mmengine - INFO - Epoch(train) [226][2800/3757] lr: 1.0000e-04 eta: 9:53:13 time: 0.3170 data_time: 0.0157 memory: 9395 grad_norm: 8.8659 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.2186 loss: 1.2186 2022/08/17 07:52:37 - mmengine - INFO - Epoch(train) [226][2900/3757] lr: 1.0000e-04 eta: 9:52:41 time: 0.3206 data_time: 0.0170 memory: 9395 grad_norm: 8.8657 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3774 loss: 1.3774 2022/08/17 07:53:09 - mmengine - INFO - Epoch(train) [226][3000/3757] lr: 1.0000e-04 eta: 9:52:10 time: 0.3166 data_time: 0.0175 memory: 9395 grad_norm: 8.6948 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4369 loss: 1.4369 2022/08/17 07:53:41 - mmengine - INFO - Epoch(train) [226][3100/3757] lr: 1.0000e-04 eta: 9:51:39 time: 0.3201 data_time: 0.0182 memory: 9395 grad_norm: 8.8304 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1081 loss: 1.1081 2022/08/17 07:54:12 - mmengine - INFO - Epoch(train) [226][3200/3757] lr: 1.0000e-04 eta: 9:51:08 time: 0.3158 data_time: 0.0167 memory: 9395 grad_norm: 9.0831 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7628 loss: 1.7628 2022/08/17 07:54:44 - mmengine - INFO - Epoch(train) [226][3300/3757] lr: 1.0000e-04 eta: 9:50:36 time: 0.3175 data_time: 0.0172 memory: 9395 grad_norm: 8.7420 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1778 loss: 1.1778 2022/08/17 07:55:16 - mmengine - INFO - Epoch(train) [226][3400/3757] lr: 1.0000e-04 eta: 9:50:05 time: 0.3156 data_time: 0.0169 memory: 9395 grad_norm: 8.9009 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0350 loss: 1.0350 2022/08/17 07:55:48 - mmengine - INFO - Epoch(train) [226][3500/3757] lr: 1.0000e-04 eta: 9:49:34 time: 0.3172 data_time: 0.0166 memory: 9395 grad_norm: 8.8904 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3952 loss: 1.3952 2022/08/17 07:56:20 - mmengine - INFO - Epoch(train) [226][3600/3757] lr: 1.0000e-04 eta: 9:49:03 time: 0.3199 data_time: 0.0176 memory: 9395 grad_norm: 8.9379 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2750 loss: 1.2750 2022/08/17 07:56:44 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 07:56:52 - mmengine - INFO - Epoch(train) [226][3700/3757] lr: 1.0000e-04 eta: 9:48:31 time: 0.3169 data_time: 0.0177 memory: 9395 grad_norm: 8.7223 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5703 loss: 1.5703 2022/08/17 07:57:10 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 07:57:10 - mmengine - INFO - Epoch(train) [226][3757/3757] lr: 1.0000e-04 eta: 9:48:19 time: 0.3105 data_time: 0.0170 memory: 9395 grad_norm: 9.1279 top1_acc: 0.7143 top5_acc: 1.0000 loss_cls: 1.1449 loss: 1.1449 2022/08/17 07:57:44 - mmengine - INFO - Epoch(train) [227][100/3757] lr: 1.0000e-04 eta: 9:47:42 time: 0.3154 data_time: 0.0160 memory: 9395 grad_norm: 9.2000 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4112 loss: 1.4112 2022/08/17 07:58:16 - mmengine - INFO - Epoch(train) [227][200/3757] lr: 1.0000e-04 eta: 9:47:11 time: 0.3156 data_time: 0.0180 memory: 9395 grad_norm: 9.0563 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.9397 loss: 0.9397 2022/08/17 07:58:47 - mmengine - INFO - Epoch(train) [227][300/3757] lr: 1.0000e-04 eta: 9:46:39 time: 0.3157 data_time: 0.0171 memory: 9395 grad_norm: 8.9519 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2674 loss: 1.2674 2022/08/17 07:59:19 - mmengine - INFO - Epoch(train) [227][400/3757] lr: 1.0000e-04 eta: 9:46:08 time: 0.3173 data_time: 0.0179 memory: 9395 grad_norm: 9.1193 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.1571 loss: 1.1571 2022/08/17 07:59:51 - mmengine - INFO - Epoch(train) [227][500/3757] lr: 1.0000e-04 eta: 9:45:37 time: 0.3170 data_time: 0.0176 memory: 9395 grad_norm: 8.9819 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6118 loss: 1.6118 2022/08/17 08:00:23 - mmengine - INFO - Epoch(train) [227][600/3757] lr: 1.0000e-04 eta: 9:45:06 time: 0.3195 data_time: 0.0176 memory: 9395 grad_norm: 8.9104 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5699 loss: 1.5699 2022/08/17 08:00:55 - mmengine - INFO - Epoch(train) [227][700/3757] lr: 1.0000e-04 eta: 9:44:34 time: 0.3167 data_time: 0.0169 memory: 9395 grad_norm: 8.8388 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3866 loss: 1.3866 2022/08/17 08:01:27 - mmengine - INFO - Epoch(train) [227][800/3757] lr: 1.0000e-04 eta: 9:44:03 time: 0.3168 data_time: 0.0172 memory: 9395 grad_norm: 8.6160 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4933 loss: 1.4933 2022/08/17 08:01:59 - mmengine - INFO - Epoch(train) [227][900/3757] lr: 1.0000e-04 eta: 9:43:32 time: 0.3176 data_time: 0.0181 memory: 9395 grad_norm: 8.7345 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2227 loss: 1.2227 2022/08/17 08:02:05 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 08:02:31 - mmengine - INFO - Epoch(train) [227][1000/3757] lr: 1.0000e-04 eta: 9:43:01 time: 0.3170 data_time: 0.0165 memory: 9395 grad_norm: 8.7694 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3579 loss: 1.3579 2022/08/17 08:03:03 - mmengine - INFO - Epoch(train) [227][1100/3757] lr: 1.0000e-04 eta: 9:42:29 time: 0.3166 data_time: 0.0184 memory: 9395 grad_norm: 9.2706 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5052 loss: 1.5052 2022/08/17 08:03:34 - mmengine - INFO - Epoch(train) [227][1200/3757] lr: 1.0000e-04 eta: 9:41:58 time: 0.3155 data_time: 0.0171 memory: 9395 grad_norm: 9.1548 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5725 loss: 1.5725 2022/08/17 08:04:06 - mmengine - INFO - Epoch(train) [227][1300/3757] lr: 1.0000e-04 eta: 9:41:27 time: 0.3169 data_time: 0.0169 memory: 9395 grad_norm: 8.7956 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4020 loss: 1.4020 2022/08/17 08:04:38 - mmengine - INFO - Epoch(train) [227][1400/3757] lr: 1.0000e-04 eta: 9:40:56 time: 0.3200 data_time: 0.0179 memory: 9395 grad_norm: 8.9508 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5041 loss: 1.5041 2022/08/17 08:05:10 - mmengine - INFO - Epoch(train) [227][1500/3757] lr: 1.0000e-04 eta: 9:40:24 time: 0.3167 data_time: 0.0166 memory: 9395 grad_norm: 8.7218 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4501 loss: 1.4501 2022/08/17 08:05:42 - mmengine - INFO - Epoch(train) [227][1600/3757] lr: 1.0000e-04 eta: 9:39:53 time: 0.3150 data_time: 0.0172 memory: 9395 grad_norm: 9.0665 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1399 loss: 1.1399 2022/08/17 08:06:14 - mmengine - INFO - Epoch(train) [227][1700/3757] lr: 1.0000e-04 eta: 9:39:22 time: 0.3185 data_time: 0.0184 memory: 9395 grad_norm: 9.0742 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4430 loss: 1.4430 2022/08/17 08:06:46 - mmengine - INFO - Epoch(train) [227][1800/3757] lr: 1.0000e-04 eta: 9:38:51 time: 0.3175 data_time: 0.0176 memory: 9395 grad_norm: 8.7213 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.1633 loss: 1.1633 2022/08/17 08:07:18 - mmengine - INFO - Epoch(train) [227][1900/3757] lr: 1.0000e-04 eta: 9:38:19 time: 0.3164 data_time: 0.0172 memory: 9395 grad_norm: 9.0180 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4206 loss: 1.4206 2022/08/17 08:07:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 08:07:50 - mmengine - INFO - Epoch(train) [227][2000/3757] lr: 1.0000e-04 eta: 9:37:48 time: 0.3211 data_time: 0.0215 memory: 9395 grad_norm: 9.0236 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2798 loss: 1.2798 2022/08/17 08:08:22 - mmengine - INFO - Epoch(train) [227][2100/3757] lr: 1.0000e-04 eta: 9:37:17 time: 0.3183 data_time: 0.0178 memory: 9395 grad_norm: 9.1875 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3428 loss: 1.3428 2022/08/17 08:08:54 - mmengine - INFO - Epoch(train) [227][2200/3757] lr: 1.0000e-04 eta: 9:36:46 time: 0.3175 data_time: 0.0176 memory: 9395 grad_norm: 8.7603 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.4638 loss: 1.4638 2022/08/17 08:09:26 - mmengine - INFO - Epoch(train) [227][2300/3757] lr: 1.0000e-04 eta: 9:36:14 time: 0.3158 data_time: 0.0170 memory: 9395 grad_norm: 8.9230 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.1864 loss: 1.1864 2022/08/17 08:09:58 - mmengine - INFO - Epoch(train) [227][2400/3757] lr: 1.0000e-04 eta: 9:35:43 time: 0.3168 data_time: 0.0167 memory: 9395 grad_norm: 8.8323 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.2155 loss: 1.2155 2022/08/17 08:10:30 - mmengine - INFO - Epoch(train) [227][2500/3757] lr: 1.0000e-04 eta: 9:35:12 time: 0.3180 data_time: 0.0184 memory: 9395 grad_norm: 9.1195 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2472 loss: 1.2472 2022/08/17 08:11:01 - mmengine - INFO - Epoch(train) [227][2600/3757] lr: 1.0000e-04 eta: 9:34:41 time: 0.3172 data_time: 0.0178 memory: 9395 grad_norm: 8.8173 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3029 loss: 1.3029 2022/08/17 08:11:33 - mmengine - INFO - Epoch(train) [227][2700/3757] lr: 1.0000e-04 eta: 9:34:09 time: 0.3188 data_time: 0.0186 memory: 9395 grad_norm: 8.7572 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2957 loss: 1.2957 2022/08/17 08:12:05 - mmengine - INFO - Epoch(train) [227][2800/3757] lr: 1.0000e-04 eta: 9:33:38 time: 0.3160 data_time: 0.0167 memory: 9395 grad_norm: 8.7291 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4780 loss: 1.4780 2022/08/17 08:12:37 - mmengine - INFO - Epoch(train) [227][2900/3757] lr: 1.0000e-04 eta: 9:33:07 time: 0.3166 data_time: 0.0167 memory: 9395 grad_norm: 8.2464 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1701 loss: 1.1701 2022/08/17 08:12:43 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 08:13:09 - mmengine - INFO - Epoch(train) [227][3000/3757] lr: 1.0000e-04 eta: 9:32:36 time: 0.3155 data_time: 0.0171 memory: 9395 grad_norm: 9.2007 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.3207 loss: 1.3207 2022/08/17 08:13:41 - mmengine - INFO - Epoch(train) [227][3100/3757] lr: 1.0000e-04 eta: 9:32:04 time: 0.3166 data_time: 0.0166 memory: 9395 grad_norm: 8.8555 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3339 loss: 1.3339 2022/08/17 08:14:13 - mmengine - INFO - Epoch(train) [227][3200/3757] lr: 1.0000e-04 eta: 9:31:33 time: 0.3191 data_time: 0.0180 memory: 9395 grad_norm: 8.7557 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3882 loss: 1.3882 2022/08/17 08:14:45 - mmengine - INFO - Epoch(train) [227][3300/3757] lr: 1.0000e-04 eta: 9:31:02 time: 0.3171 data_time: 0.0174 memory: 9395 grad_norm: 8.6708 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3607 loss: 1.3607 2022/08/17 08:15:17 - mmengine - INFO - Epoch(train) [227][3400/3757] lr: 1.0000e-04 eta: 9:30:31 time: 0.3194 data_time: 0.0172 memory: 9395 grad_norm: 8.3754 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6210 loss: 1.6210 2022/08/17 08:15:49 - mmengine - INFO - Epoch(train) [227][3500/3757] lr: 1.0000e-04 eta: 9:29:59 time: 0.3193 data_time: 0.0184 memory: 9395 grad_norm: 9.0395 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3215 loss: 1.3215 2022/08/17 08:16:21 - mmengine - INFO - Epoch(train) [227][3600/3757] lr: 1.0000e-04 eta: 9:29:28 time: 0.3162 data_time: 0.0174 memory: 9395 grad_norm: 8.8444 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2998 loss: 1.2998 2022/08/17 08:16:53 - mmengine - INFO - Epoch(train) [227][3700/3757] lr: 1.0000e-04 eta: 9:28:57 time: 0.3185 data_time: 0.0175 memory: 9395 grad_norm: 8.9856 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4070 loss: 1.4070 2022/08/17 08:17:11 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 08:17:11 - mmengine - INFO - Epoch(train) [227][3757/3757] lr: 1.0000e-04 eta: 9:28:44 time: 0.3137 data_time: 0.0181 memory: 9395 grad_norm: 8.8313 top1_acc: 0.5714 top5_acc: 0.7143 loss_cls: 1.5296 loss: 1.5296 2022/08/17 08:17:45 - mmengine - INFO - Epoch(train) [228][100/3757] lr: 1.0000e-04 eta: 9:28:07 time: 0.3169 data_time: 0.0167 memory: 9395 grad_norm: 8.9548 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3798 loss: 1.3798 2022/08/17 08:18:04 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 08:18:17 - mmengine - INFO - Epoch(train) [228][200/3757] lr: 1.0000e-04 eta: 9:27:36 time: 0.3168 data_time: 0.0172 memory: 9395 grad_norm: 9.1373 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1303 loss: 1.1303 2022/08/17 08:18:49 - mmengine - INFO - Epoch(train) [228][300/3757] lr: 1.0000e-04 eta: 9:27:05 time: 0.3166 data_time: 0.0165 memory: 9395 grad_norm: 8.5319 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3522 loss: 1.3522 2022/08/17 08:19:21 - mmengine - INFO - Epoch(train) [228][400/3757] lr: 1.0000e-04 eta: 9:26:33 time: 0.3154 data_time: 0.0173 memory: 9395 grad_norm: 8.6518 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.0672 loss: 1.0672 2022/08/17 08:19:53 - mmengine - INFO - Epoch(train) [228][500/3757] lr: 1.0000e-04 eta: 9:26:02 time: 0.3191 data_time: 0.0187 memory: 9395 grad_norm: 8.7071 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4966 loss: 1.4966 2022/08/17 08:20:24 - mmengine - INFO - Epoch(train) [228][600/3757] lr: 1.0000e-04 eta: 9:25:31 time: 0.3162 data_time: 0.0171 memory: 9395 grad_norm: 9.0000 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2962 loss: 1.2962 2022/08/17 08:20:56 - mmengine - INFO - Epoch(train) [228][700/3757] lr: 1.0000e-04 eta: 9:25:00 time: 0.3168 data_time: 0.0169 memory: 9395 grad_norm: 8.9436 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2392 loss: 1.2392 2022/08/17 08:21:28 - mmengine - INFO - Epoch(train) [228][800/3757] lr: 1.0000e-04 eta: 9:24:28 time: 0.3165 data_time: 0.0175 memory: 9395 grad_norm: 9.2544 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5206 loss: 1.5206 2022/08/17 08:22:00 - mmengine - INFO - Epoch(train) [228][900/3757] lr: 1.0000e-04 eta: 9:23:57 time: 0.3176 data_time: 0.0179 memory: 9395 grad_norm: 8.9148 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2657 loss: 1.2657 2022/08/17 08:22:32 - mmengine - INFO - Epoch(train) [228][1000/3757] lr: 1.0000e-04 eta: 9:23:26 time: 0.3168 data_time: 0.0187 memory: 9395 grad_norm: 8.9216 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3205 loss: 1.3205 2022/08/17 08:23:04 - mmengine - INFO - Epoch(train) [228][1100/3757] lr: 1.0000e-04 eta: 9:22:55 time: 0.3174 data_time: 0.0168 memory: 9395 grad_norm: 8.8266 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1961 loss: 1.1961 2022/08/17 08:23:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 08:23:36 - mmengine - INFO - Epoch(train) [228][1200/3757] lr: 1.0000e-04 eta: 9:22:23 time: 0.3177 data_time: 0.0183 memory: 9395 grad_norm: 8.9668 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3389 loss: 1.3389 2022/08/17 08:24:08 - mmengine - INFO - Epoch(train) [228][1300/3757] lr: 1.0000e-04 eta: 9:21:52 time: 0.3162 data_time: 0.0170 memory: 9395 grad_norm: 8.8606 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3782 loss: 1.3782 2022/08/17 08:24:40 - mmengine - INFO - Epoch(train) [228][1400/3757] lr: 1.0000e-04 eta: 9:21:21 time: 0.3166 data_time: 0.0170 memory: 9395 grad_norm: 8.8895 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1718 loss: 1.1718 2022/08/17 08:25:12 - mmengine - INFO - Epoch(train) [228][1500/3757] lr: 1.0000e-04 eta: 9:20:50 time: 0.3170 data_time: 0.0181 memory: 9395 grad_norm: 9.1384 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2346 loss: 1.2346 2022/08/17 08:25:44 - mmengine - INFO - Epoch(train) [228][1600/3757] lr: 1.0000e-04 eta: 9:20:18 time: 0.3161 data_time: 0.0196 memory: 9395 grad_norm: 9.1180 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2053 loss: 1.2053 2022/08/17 08:26:16 - mmengine - INFO - Epoch(train) [228][1700/3757] lr: 1.0000e-04 eta: 9:19:47 time: 0.3191 data_time: 0.0193 memory: 9395 grad_norm: 8.9673 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2254 loss: 1.2254 2022/08/17 08:26:48 - mmengine - INFO - Epoch(train) [228][1800/3757] lr: 1.0000e-04 eta: 9:19:16 time: 0.3157 data_time: 0.0172 memory: 9395 grad_norm: 9.1749 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2227 loss: 1.2227 2022/08/17 08:27:20 - mmengine - INFO - Epoch(train) [228][1900/3757] lr: 1.0000e-04 eta: 9:18:45 time: 0.3166 data_time: 0.0177 memory: 9395 grad_norm: 8.5797 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3024 loss: 1.3024 2022/08/17 08:27:52 - mmengine - INFO - Epoch(train) [228][2000/3757] lr: 1.0000e-04 eta: 9:18:13 time: 0.3199 data_time: 0.0186 memory: 9395 grad_norm: 8.5632 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3716 loss: 1.3716 2022/08/17 08:28:24 - mmengine - INFO - Epoch(train) [228][2100/3757] lr: 1.0000e-04 eta: 9:17:42 time: 0.3172 data_time: 0.0167 memory: 9395 grad_norm: 9.2465 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3176 loss: 1.3176 2022/08/17 08:28:43 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 08:28:56 - mmengine - INFO - Epoch(train) [228][2200/3757] lr: 1.0000e-04 eta: 9:17:11 time: 0.3212 data_time: 0.0189 memory: 9395 grad_norm: 8.9809 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1586 loss: 1.1586 2022/08/17 08:29:28 - mmengine - INFO - Epoch(train) [228][2300/3757] lr: 1.0000e-04 eta: 9:16:40 time: 0.3174 data_time: 0.0172 memory: 9395 grad_norm: 8.8538 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5753 loss: 1.5753 2022/08/17 08:29:59 - mmengine - INFO - Epoch(train) [228][2400/3757] lr: 1.0000e-04 eta: 9:16:08 time: 0.3161 data_time: 0.0170 memory: 9395 grad_norm: 9.0119 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5240 loss: 1.5240 2022/08/17 08:30:32 - mmengine - INFO - Epoch(train) [228][2500/3757] lr: 1.0000e-04 eta: 9:15:37 time: 0.3234 data_time: 0.0175 memory: 9395 grad_norm: 9.0751 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.2437 loss: 1.2437 2022/08/17 08:31:03 - mmengine - INFO - Epoch(train) [228][2600/3757] lr: 1.0000e-04 eta: 9:15:06 time: 0.3184 data_time: 0.0178 memory: 9395 grad_norm: 9.0319 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2100 loss: 1.2100 2022/08/17 08:31:36 - mmengine - INFO - Epoch(train) [228][2700/3757] lr: 1.0000e-04 eta: 9:14:35 time: 0.3157 data_time: 0.0166 memory: 9395 grad_norm: 9.1938 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3329 loss: 1.3329 2022/08/17 08:32:08 - mmengine - INFO - Epoch(train) [228][2800/3757] lr: 1.0000e-04 eta: 9:14:03 time: 0.3165 data_time: 0.0172 memory: 9395 grad_norm: 9.1957 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2911 loss: 1.2911 2022/08/17 08:32:39 - mmengine - INFO - Epoch(train) [228][2900/3757] lr: 1.0000e-04 eta: 9:13:32 time: 0.3156 data_time: 0.0175 memory: 9395 grad_norm: 9.0737 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2992 loss: 1.2992 2022/08/17 08:33:11 - mmengine - INFO - Epoch(train) [228][3000/3757] lr: 1.0000e-04 eta: 9:13:01 time: 0.3159 data_time: 0.0172 memory: 9395 grad_norm: 8.8954 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1533 loss: 1.1533 2022/08/17 08:33:43 - mmengine - INFO - Epoch(train) [228][3100/3757] lr: 1.0000e-04 eta: 9:12:30 time: 0.3169 data_time: 0.0185 memory: 9395 grad_norm: 9.0500 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3401 loss: 1.3401 2022/08/17 08:34:03 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 08:34:15 - mmengine - INFO - Epoch(train) [228][3200/3757] lr: 1.0000e-04 eta: 9:11:58 time: 0.3221 data_time: 0.0170 memory: 9395 grad_norm: 8.9612 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0584 loss: 1.0584 2022/08/17 08:34:47 - mmengine - INFO - Epoch(train) [228][3300/3757] lr: 1.0000e-04 eta: 9:11:27 time: 0.3171 data_time: 0.0179 memory: 9395 grad_norm: 8.6456 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1711 loss: 1.1711 2022/08/17 08:35:19 - mmengine - INFO - Epoch(train) [228][3400/3757] lr: 1.0000e-04 eta: 9:10:56 time: 0.3232 data_time: 0.0195 memory: 9395 grad_norm: 9.1020 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3723 loss: 1.3723 2022/08/17 08:35:51 - mmengine - INFO - Epoch(train) [228][3500/3757] lr: 1.0000e-04 eta: 9:10:25 time: 0.3188 data_time: 0.0199 memory: 9395 grad_norm: 9.0697 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.4797 loss: 1.4797 2022/08/17 08:36:23 - mmengine - INFO - Epoch(train) [228][3600/3757] lr: 1.0000e-04 eta: 9:09:53 time: 0.3191 data_time: 0.0177 memory: 9395 grad_norm: 9.0710 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4446 loss: 1.4446 2022/08/17 08:36:55 - mmengine - INFO - Epoch(train) [228][3700/3757] lr: 1.0000e-04 eta: 9:09:22 time: 0.3170 data_time: 0.0170 memory: 9395 grad_norm: 9.0939 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1976 loss: 1.1976 2022/08/17 08:37:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 08:37:13 - mmengine - INFO - Epoch(train) [228][3757/3757] lr: 1.0000e-04 eta: 9:09:10 time: 0.3142 data_time: 0.0189 memory: 9395 grad_norm: 9.2643 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 1.3891 loss: 1.3891 2022/08/17 08:37:13 - mmengine - INFO - Saving checkpoint at 228 epochs 2022/08/17 08:37:50 - mmengine - INFO - Epoch(train) [229][100/3757] lr: 1.0000e-04 eta: 9:08:33 time: 0.3158 data_time: 0.0165 memory: 9395 grad_norm: 8.8754 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3148 loss: 1.3148 2022/08/17 08:38:22 - mmengine - INFO - Epoch(train) [229][200/3757] lr: 1.0000e-04 eta: 9:08:01 time: 0.3157 data_time: 0.0197 memory: 9395 grad_norm: 8.5710 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3036 loss: 1.3036 2022/08/17 08:38:54 - mmengine - INFO - Epoch(train) [229][300/3757] lr: 1.0000e-04 eta: 9:07:30 time: 0.3165 data_time: 0.0163 memory: 9395 grad_norm: 8.9690 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2135 loss: 1.2135 2022/08/17 08:39:26 - mmengine - INFO - Epoch(train) [229][400/3757] lr: 1.0000e-04 eta: 9:06:59 time: 0.3165 data_time: 0.0178 memory: 9395 grad_norm: 8.9001 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3084 loss: 1.3084 2022/08/17 08:39:27 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 08:39:58 - mmengine - INFO - Epoch(train) [229][500/3757] lr: 1.0000e-04 eta: 9:06:28 time: 0.3163 data_time: 0.0180 memory: 9395 grad_norm: 8.5475 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2634 loss: 1.2634 2022/08/17 08:40:30 - mmengine - INFO - Epoch(train) [229][600/3757] lr: 1.0000e-04 eta: 9:05:56 time: 0.3155 data_time: 0.0183 memory: 9395 grad_norm: 9.0543 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.3462 loss: 1.3462 2022/08/17 08:41:02 - mmengine - INFO - Epoch(train) [229][700/3757] lr: 1.0000e-04 eta: 9:05:25 time: 0.3233 data_time: 0.0212 memory: 9395 grad_norm: 8.7193 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2197 loss: 1.2197 2022/08/17 08:41:34 - mmengine - INFO - Epoch(train) [229][800/3757] lr: 1.0000e-04 eta: 9:04:54 time: 0.3168 data_time: 0.0169 memory: 9395 grad_norm: 8.7657 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2118 loss: 1.2118 2022/08/17 08:42:06 - mmengine - INFO - Epoch(train) [229][900/3757] lr: 1.0000e-04 eta: 9:04:23 time: 0.3225 data_time: 0.0186 memory: 9395 grad_norm: 9.1571 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2767 loss: 1.2767 2022/08/17 08:42:38 - mmengine - INFO - Epoch(train) [229][1000/3757] lr: 1.0000e-04 eta: 9:03:51 time: 0.3168 data_time: 0.0169 memory: 9395 grad_norm: 8.7790 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0723 loss: 1.0723 2022/08/17 08:43:10 - mmengine - INFO - Epoch(train) [229][1100/3757] lr: 1.0000e-04 eta: 9:03:20 time: 0.3170 data_time: 0.0167 memory: 9395 grad_norm: 9.1867 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2077 loss: 1.2077 2022/08/17 08:43:42 - mmengine - INFO - Epoch(train) [229][1200/3757] lr: 1.0000e-04 eta: 9:02:49 time: 0.3187 data_time: 0.0182 memory: 9395 grad_norm: 8.6789 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3644 loss: 1.3644 2022/08/17 08:44:14 - mmengine - INFO - Epoch(train) [229][1300/3757] lr: 1.0000e-04 eta: 9:02:18 time: 0.3188 data_time: 0.0179 memory: 9395 grad_norm: 8.8283 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1591 loss: 1.1591 2022/08/17 08:44:46 - mmengine - INFO - Epoch(train) [229][1400/3757] lr: 1.0000e-04 eta: 9:01:46 time: 0.3173 data_time: 0.0182 memory: 9395 grad_norm: 8.7839 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3158 loss: 1.3158 2022/08/17 08:44:47 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 08:45:17 - mmengine - INFO - Epoch(train) [229][1500/3757] lr: 1.0000e-04 eta: 9:01:15 time: 0.3166 data_time: 0.0172 memory: 9395 grad_norm: 9.1050 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5739 loss: 1.5739 2022/08/17 08:45:49 - mmengine - INFO - Epoch(train) [229][1600/3757] lr: 1.0000e-04 eta: 9:00:44 time: 0.3163 data_time: 0.0165 memory: 9395 grad_norm: 9.0834 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1798 loss: 1.1798 2022/08/17 08:46:21 - mmengine - INFO - Epoch(train) [229][1700/3757] lr: 1.0000e-04 eta: 9:00:13 time: 0.3169 data_time: 0.0171 memory: 9395 grad_norm: 9.1956 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3835 loss: 1.3835 2022/08/17 08:46:53 - mmengine - INFO - Epoch(train) [229][1800/3757] lr: 1.0000e-04 eta: 8:59:41 time: 0.3163 data_time: 0.0169 memory: 9395 grad_norm: 9.5110 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3461 loss: 1.3461 2022/08/17 08:47:25 - mmengine - INFO - Epoch(train) [229][1900/3757] lr: 1.0000e-04 eta: 8:59:10 time: 0.3251 data_time: 0.0186 memory: 9395 grad_norm: 8.8015 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2890 loss: 1.2890 2022/08/17 08:47:57 - mmengine - INFO - Epoch(train) [229][2000/3757] lr: 1.0000e-04 eta: 8:58:39 time: 0.3173 data_time: 0.0185 memory: 9395 grad_norm: 9.0656 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5907 loss: 1.5907 2022/08/17 08:48:29 - mmengine - INFO - Epoch(train) [229][2100/3757] lr: 1.0000e-04 eta: 8:58:07 time: 0.3158 data_time: 0.0169 memory: 9395 grad_norm: 9.2084 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3321 loss: 1.3321 2022/08/17 08:49:01 - mmengine - INFO - Epoch(train) [229][2200/3757] lr: 1.0000e-04 eta: 8:57:36 time: 0.3175 data_time: 0.0175 memory: 9395 grad_norm: 8.8267 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.0971 loss: 1.0971 2022/08/17 08:49:33 - mmengine - INFO - Epoch(train) [229][2300/3757] lr: 1.0000e-04 eta: 8:57:05 time: 0.3170 data_time: 0.0178 memory: 9395 grad_norm: 8.8819 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2950 loss: 1.2950 2022/08/17 08:50:05 - mmengine - INFO - Epoch(train) [229][2400/3757] lr: 1.0000e-04 eta: 8:56:34 time: 0.3176 data_time: 0.0168 memory: 9395 grad_norm: 8.5839 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1944 loss: 1.1944 2022/08/17 08:50:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 08:50:38 - mmengine - INFO - Epoch(train) [229][2500/3757] lr: 1.0000e-04 eta: 8:56:03 time: 0.3412 data_time: 0.0190 memory: 9395 grad_norm: 9.0879 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3785 loss: 1.3785 2022/08/17 08:51:10 - mmengine - INFO - Epoch(train) [229][2600/3757] lr: 1.0000e-04 eta: 8:55:31 time: 0.3151 data_time: 0.0167 memory: 9395 grad_norm: 9.2493 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2815 loss: 1.2815 2022/08/17 08:51:42 - mmengine - INFO - Epoch(train) [229][2700/3757] lr: 1.0000e-04 eta: 8:55:00 time: 0.3165 data_time: 0.0170 memory: 9395 grad_norm: 9.1332 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.4944 loss: 1.4944 2022/08/17 08:52:14 - mmengine - INFO - Epoch(train) [229][2800/3757] lr: 1.0000e-04 eta: 8:54:29 time: 0.3355 data_time: 0.0189 memory: 9395 grad_norm: 8.8813 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4049 loss: 1.4049 2022/08/17 08:52:46 - mmengine - INFO - Epoch(train) [229][2900/3757] lr: 1.0000e-04 eta: 8:53:58 time: 0.3184 data_time: 0.0167 memory: 9395 grad_norm: 8.9315 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.2504 loss: 1.2504 2022/08/17 08:53:18 - mmengine - INFO - Epoch(train) [229][3000/3757] lr: 1.0000e-04 eta: 8:53:26 time: 0.3174 data_time: 0.0173 memory: 9395 grad_norm: 8.9276 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4640 loss: 1.4640 2022/08/17 08:53:50 - mmengine - INFO - Epoch(train) [229][3100/3757] lr: 1.0000e-04 eta: 8:52:55 time: 0.3163 data_time: 0.0177 memory: 9395 grad_norm: 9.0635 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4766 loss: 1.4766 2022/08/17 08:54:22 - mmengine - INFO - Epoch(train) [229][3200/3757] lr: 1.0000e-04 eta: 8:52:24 time: 0.3161 data_time: 0.0173 memory: 9395 grad_norm: 9.1102 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5748 loss: 1.5748 2022/08/17 08:54:54 - mmengine - INFO - Epoch(train) [229][3300/3757] lr: 1.0000e-04 eta: 8:51:53 time: 0.3242 data_time: 0.0238 memory: 9395 grad_norm: 8.9029 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3175 loss: 1.3175 2022/08/17 08:55:26 - mmengine - INFO - Epoch(train) [229][3400/3757] lr: 1.0000e-04 eta: 8:51:21 time: 0.3181 data_time: 0.0175 memory: 9395 grad_norm: 9.2264 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2187 loss: 1.2187 2022/08/17 08:55:28 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 08:55:58 - mmengine - INFO - Epoch(train) [229][3500/3757] lr: 1.0000e-04 eta: 8:50:50 time: 0.3214 data_time: 0.0183 memory: 9395 grad_norm: 8.9078 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.5173 loss: 1.5173 2022/08/17 08:56:30 - mmengine - INFO - Epoch(train) [229][3600/3757] lr: 1.0000e-04 eta: 8:50:19 time: 0.3170 data_time: 0.0170 memory: 9395 grad_norm: 8.9560 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2841 loss: 1.2841 2022/08/17 08:57:02 - mmengine - INFO - Epoch(train) [229][3700/3757] lr: 1.0000e-04 eta: 8:49:48 time: 0.3159 data_time: 0.0174 memory: 9395 grad_norm: 8.9483 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4070 loss: 1.4070 2022/08/17 08:57:20 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 08:57:20 - mmengine - INFO - Epoch(train) [229][3757/3757] lr: 1.0000e-04 eta: 8:49:35 time: 0.3120 data_time: 0.0166 memory: 9395 grad_norm: 8.8789 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 1.2913 loss: 1.2913 2022/08/17 08:57:54 - mmengine - INFO - Epoch(train) [230][100/3757] lr: 1.0000e-04 eta: 8:48:58 time: 0.3161 data_time: 0.0183 memory: 9395 grad_norm: 9.0835 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6675 loss: 1.6675 2022/08/17 08:58:26 - mmengine - INFO - Epoch(train) [230][200/3757] lr: 1.0000e-04 eta: 8:48:27 time: 0.3163 data_time: 0.0165 memory: 9395 grad_norm: 8.8124 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1460 loss: 1.1460 2022/08/17 08:58:58 - mmengine - INFO - Epoch(train) [230][300/3757] lr: 1.0000e-04 eta: 8:47:56 time: 0.3226 data_time: 0.0185 memory: 9395 grad_norm: 8.7407 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2980 loss: 1.2980 2022/08/17 08:59:30 - mmengine - INFO - Epoch(train) [230][400/3757] lr: 1.0000e-04 eta: 8:47:24 time: 0.3158 data_time: 0.0175 memory: 9395 grad_norm: 8.7015 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3466 loss: 1.3466 2022/08/17 09:00:02 - mmengine - INFO - Epoch(train) [230][500/3757] lr: 1.0000e-04 eta: 8:46:53 time: 0.3163 data_time: 0.0169 memory: 9395 grad_norm: 9.0485 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2510 loss: 1.2510 2022/08/17 09:00:34 - mmengine - INFO - Epoch(train) [230][600/3757] lr: 1.0000e-04 eta: 8:46:22 time: 0.3162 data_time: 0.0166 memory: 9395 grad_norm: 8.9156 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1866 loss: 1.1866 2022/08/17 09:00:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 09:01:06 - mmengine - INFO - Epoch(train) [230][700/3757] lr: 1.0000e-04 eta: 8:45:50 time: 0.3195 data_time: 0.0182 memory: 9395 grad_norm: 8.3785 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3168 loss: 1.3168 2022/08/17 09:01:38 - mmengine - INFO - Epoch(train) [230][800/3757] lr: 1.0000e-04 eta: 8:45:19 time: 0.3164 data_time: 0.0168 memory: 9395 grad_norm: 8.7609 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.2416 loss: 1.2416 2022/08/17 09:02:10 - mmengine - INFO - Epoch(train) [230][900/3757] lr: 1.0000e-04 eta: 8:44:48 time: 0.3311 data_time: 0.0198 memory: 9395 grad_norm: 9.0566 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3606 loss: 1.3606 2022/08/17 09:02:42 - mmengine - INFO - Epoch(train) [230][1000/3757] lr: 1.0000e-04 eta: 8:44:17 time: 0.3153 data_time: 0.0171 memory: 9395 grad_norm: 9.0827 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.2999 loss: 1.2999 2022/08/17 09:03:14 - mmengine - INFO - Epoch(train) [230][1100/3757] lr: 1.0000e-04 eta: 8:43:46 time: 0.3189 data_time: 0.0214 memory: 9395 grad_norm: 8.8455 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4620 loss: 1.4620 2022/08/17 09:03:46 - mmengine - INFO - Epoch(train) [230][1200/3757] lr: 1.0000e-04 eta: 8:43:14 time: 0.3194 data_time: 0.0188 memory: 9395 grad_norm: 8.9744 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4530 loss: 1.4530 2022/08/17 09:04:18 - mmengine - INFO - Epoch(train) [230][1300/3757] lr: 1.0000e-04 eta: 8:42:43 time: 0.3174 data_time: 0.0180 memory: 9395 grad_norm: 8.5613 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3115 loss: 1.3115 2022/08/17 09:04:50 - mmengine - INFO - Epoch(train) [230][1400/3757] lr: 1.0000e-04 eta: 8:42:12 time: 0.3180 data_time: 0.0206 memory: 9395 grad_norm: 9.0443 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3512 loss: 1.3512 2022/08/17 09:05:22 - mmengine - INFO - Epoch(train) [230][1500/3757] lr: 1.0000e-04 eta: 8:41:41 time: 0.3178 data_time: 0.0163 memory: 9395 grad_norm: 8.9653 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.1708 loss: 1.1708 2022/08/17 09:05:54 - mmengine - INFO - Epoch(train) [230][1600/3757] lr: 1.0000e-04 eta: 8:41:09 time: 0.3175 data_time: 0.0168 memory: 9395 grad_norm: 9.1359 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4208 loss: 1.4208 2022/08/17 09:06:09 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 09:06:26 - mmengine - INFO - Epoch(train) [230][1700/3757] lr: 1.0000e-04 eta: 8:40:38 time: 0.3176 data_time: 0.0180 memory: 9395 grad_norm: 8.9666 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3814 loss: 1.3814 2022/08/17 09:06:58 - mmengine - INFO - Epoch(train) [230][1800/3757] lr: 1.0000e-04 eta: 8:40:07 time: 0.3159 data_time: 0.0181 memory: 9395 grad_norm: 9.0095 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5166 loss: 1.5166 2022/08/17 09:07:30 - mmengine - INFO - Epoch(train) [230][1900/3757] lr: 1.0000e-04 eta: 8:39:35 time: 0.3172 data_time: 0.0172 memory: 9395 grad_norm: 9.0666 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0892 loss: 1.0892 2022/08/17 09:08:02 - mmengine - INFO - Epoch(train) [230][2000/3757] lr: 1.0000e-04 eta: 8:39:04 time: 0.3160 data_time: 0.0167 memory: 9395 grad_norm: 8.5799 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.1815 loss: 1.1815 2022/08/17 09:08:34 - mmengine - INFO - Epoch(train) [230][2100/3757] lr: 1.0000e-04 eta: 8:38:33 time: 0.3163 data_time: 0.0172 memory: 9395 grad_norm: 8.9883 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.4811 loss: 1.4811 2022/08/17 09:09:06 - mmengine - INFO - Epoch(train) [230][2200/3757] lr: 1.0000e-04 eta: 8:38:02 time: 0.3174 data_time: 0.0172 memory: 9395 grad_norm: 9.0744 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4568 loss: 1.4568 2022/08/17 09:09:38 - mmengine - INFO - Epoch(train) [230][2300/3757] lr: 1.0000e-04 eta: 8:37:30 time: 0.3182 data_time: 0.0180 memory: 9395 grad_norm: 8.5904 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.3178 loss: 1.3178 2022/08/17 09:10:10 - mmengine - INFO - Epoch(train) [230][2400/3757] lr: 1.0000e-04 eta: 8:36:59 time: 0.3163 data_time: 0.0169 memory: 9395 grad_norm: 8.7665 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2100 loss: 1.2100 2022/08/17 09:10:41 - mmengine - INFO - Epoch(train) [230][2500/3757] lr: 1.0000e-04 eta: 8:36:28 time: 0.3157 data_time: 0.0176 memory: 9395 grad_norm: 9.0359 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.0845 loss: 1.0845 2022/08/17 09:11:13 - mmengine - INFO - Epoch(train) [230][2600/3757] lr: 1.0000e-04 eta: 8:35:57 time: 0.3173 data_time: 0.0173 memory: 9395 grad_norm: 8.9219 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4670 loss: 1.4670 2022/08/17 09:11:29 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 09:11:46 - mmengine - INFO - Epoch(train) [230][2700/3757] lr: 1.0000e-04 eta: 8:35:25 time: 0.3261 data_time: 0.0203 memory: 9395 grad_norm: 8.7497 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0442 loss: 1.0442 2022/08/17 09:12:18 - mmengine - INFO - Epoch(train) [230][2800/3757] lr: 1.0000e-04 eta: 8:34:54 time: 0.3165 data_time: 0.0169 memory: 9395 grad_norm: 9.0481 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3239 loss: 1.3239 2022/08/17 09:12:50 - mmengine - INFO - Epoch(train) [230][2900/3757] lr: 1.0000e-04 eta: 8:34:23 time: 0.3202 data_time: 0.0182 memory: 9395 grad_norm: 8.3202 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3728 loss: 1.3728 2022/08/17 09:13:22 - mmengine - INFO - Epoch(train) [230][3000/3757] lr: 1.0000e-04 eta: 8:33:52 time: 0.3159 data_time: 0.0173 memory: 9395 grad_norm: 9.0909 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4681 loss: 1.4681 2022/08/17 09:13:54 - mmengine - INFO - Epoch(train) [230][3100/3757] lr: 1.0000e-04 eta: 8:33:20 time: 0.3170 data_time: 0.0159 memory: 9395 grad_norm: 8.9900 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3673 loss: 1.3673 2022/08/17 09:14:26 - mmengine - INFO - Epoch(train) [230][3200/3757] lr: 1.0000e-04 eta: 8:32:49 time: 0.3211 data_time: 0.0177 memory: 9395 grad_norm: 8.9250 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2639 loss: 1.2639 2022/08/17 09:14:58 - mmengine - INFO - Epoch(train) [230][3300/3757] lr: 1.0000e-04 eta: 8:32:18 time: 0.3187 data_time: 0.0188 memory: 9395 grad_norm: 9.0564 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3715 loss: 1.3715 2022/08/17 09:15:30 - mmengine - INFO - Epoch(train) [230][3400/3757] lr: 1.0000e-04 eta: 8:31:47 time: 0.3245 data_time: 0.0179 memory: 9395 grad_norm: 9.1041 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4382 loss: 1.4382 2022/08/17 09:16:01 - mmengine - INFO - Epoch(train) [230][3500/3757] lr: 1.0000e-04 eta: 8:31:15 time: 0.3164 data_time: 0.0186 memory: 9395 grad_norm: 8.5632 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2950 loss: 1.2950 2022/08/17 09:16:33 - mmengine - INFO - Epoch(train) [230][3600/3757] lr: 1.0000e-04 eta: 8:30:44 time: 0.3167 data_time: 0.0170 memory: 9395 grad_norm: 9.0264 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3602 loss: 1.3602 2022/08/17 09:16:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 09:17:06 - mmengine - INFO - Epoch(train) [230][3700/3757] lr: 1.0000e-04 eta: 8:30:13 time: 0.3231 data_time: 0.0175 memory: 9395 grad_norm: 9.0077 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1507 loss: 1.1507 2022/08/17 09:17:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 09:17:24 - mmengine - INFO - Epoch(train) [230][3757/3757] lr: 1.0000e-04 eta: 8:30:00 time: 0.3097 data_time: 0.0164 memory: 9395 grad_norm: 8.9090 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 1.4188 loss: 1.4188 2022/08/17 09:17:42 - mmengine - INFO - Epoch(val) [230][100/310] eta: 0:00:39 time: 0.1902 data_time: 0.0889 memory: 1523 2022/08/17 09:17:59 - mmengine - INFO - Epoch(val) [230][200/310] eta: 0:00:16 time: 0.1541 data_time: 0.0537 memory: 1523 2022/08/17 09:18:15 - mmengine - INFO - Epoch(val) [230][300/310] eta: 0:00:01 time: 0.1676 data_time: 0.0706 memory: 1523 2022/08/17 09:18:19 - mmengine - INFO - Epoch(val) [230][310/310] acc/top1: 0.6927 acc/top5: 0.8844 acc/mean1: 0.6926 2022/08/17 09:18:53 - mmengine - INFO - Epoch(train) [231][100/3757] lr: 1.0000e-04 eta: 8:29:23 time: 0.3157 data_time: 0.0164 memory: 9395 grad_norm: 9.2710 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2482 loss: 1.2482 2022/08/17 09:19:25 - mmengine - INFO - Epoch(train) [231][200/3757] lr: 1.0000e-04 eta: 8:28:52 time: 0.3150 data_time: 0.0168 memory: 9395 grad_norm: 9.0894 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3500 loss: 1.3500 2022/08/17 09:19:57 - mmengine - INFO - Epoch(train) [231][300/3757] lr: 1.0000e-04 eta: 8:28:21 time: 0.3178 data_time: 0.0167 memory: 9395 grad_norm: 8.8430 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3557 loss: 1.3557 2022/08/17 09:20:29 - mmengine - INFO - Epoch(train) [231][400/3757] lr: 1.0000e-04 eta: 8:27:49 time: 0.3171 data_time: 0.0170 memory: 9395 grad_norm: 8.7213 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3661 loss: 1.3661 2022/08/17 09:21:01 - mmengine - INFO - Epoch(train) [231][500/3757] lr: 1.0000e-04 eta: 8:27:18 time: 0.3175 data_time: 0.0166 memory: 9395 grad_norm: 9.0028 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0173 loss: 1.0173 2022/08/17 09:21:33 - mmengine - INFO - Epoch(train) [231][600/3757] lr: 1.0000e-04 eta: 8:26:47 time: 0.3158 data_time: 0.0174 memory: 9395 grad_norm: 9.0185 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2203 loss: 1.2203 2022/08/17 09:22:04 - mmengine - INFO - Epoch(train) [231][700/3757] lr: 1.0000e-04 eta: 8:26:16 time: 0.3154 data_time: 0.0180 memory: 9395 grad_norm: 9.0794 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3391 loss: 1.3391 2022/08/17 09:22:36 - mmengine - INFO - Epoch(train) [231][800/3757] lr: 1.0000e-04 eta: 8:25:44 time: 0.3166 data_time: 0.0182 memory: 9395 grad_norm: 9.2585 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3558 loss: 1.3558 2022/08/17 09:23:05 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 09:23:08 - mmengine - INFO - Epoch(train) [231][900/3757] lr: 1.0000e-04 eta: 8:25:13 time: 0.3193 data_time: 0.0179 memory: 9395 grad_norm: 9.3426 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3904 loss: 1.3904 2022/08/17 09:23:40 - mmengine - INFO - Epoch(train) [231][1000/3757] lr: 1.0000e-04 eta: 8:24:42 time: 0.3166 data_time: 0.0179 memory: 9395 grad_norm: 9.3351 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0866 loss: 1.0866 2022/08/17 09:24:12 - mmengine - INFO - Epoch(train) [231][1100/3757] lr: 1.0000e-04 eta: 8:24:11 time: 0.3153 data_time: 0.0173 memory: 9395 grad_norm: 8.9459 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1150 loss: 1.1150 2022/08/17 09:24:44 - mmengine - INFO - Epoch(train) [231][1200/3757] lr: 1.0000e-04 eta: 8:23:39 time: 0.3169 data_time: 0.0168 memory: 9395 grad_norm: 9.4144 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6906 loss: 1.6906 2022/08/17 09:25:16 - mmengine - INFO - Epoch(train) [231][1300/3757] lr: 1.0000e-04 eta: 8:23:08 time: 0.3152 data_time: 0.0172 memory: 9395 grad_norm: 9.1016 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.1144 loss: 1.1144 2022/08/17 09:25:48 - mmengine - INFO - Epoch(train) [231][1400/3757] lr: 1.0000e-04 eta: 8:22:37 time: 0.3166 data_time: 0.0182 memory: 9395 grad_norm: 9.3422 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4955 loss: 1.4955 2022/08/17 09:26:20 - mmengine - INFO - Epoch(train) [231][1500/3757] lr: 1.0000e-04 eta: 8:22:06 time: 0.3191 data_time: 0.0175 memory: 9395 grad_norm: 9.0768 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0755 loss: 1.0755 2022/08/17 09:26:52 - mmengine - INFO - Epoch(train) [231][1600/3757] lr: 1.0000e-04 eta: 8:21:34 time: 0.3176 data_time: 0.0176 memory: 9395 grad_norm: 9.2516 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4603 loss: 1.4603 2022/08/17 09:27:24 - mmengine - INFO - Epoch(train) [231][1700/3757] lr: 1.0000e-04 eta: 8:21:03 time: 0.3159 data_time: 0.0173 memory: 9395 grad_norm: 8.8798 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1599 loss: 1.1599 2022/08/17 09:27:56 - mmengine - INFO - Epoch(train) [231][1800/3757] lr: 1.0000e-04 eta: 8:20:32 time: 0.3170 data_time: 0.0166 memory: 9395 grad_norm: 8.7987 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1643 loss: 1.1643 2022/08/17 09:28:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 09:28:28 - mmengine - INFO - Epoch(train) [231][1900/3757] lr: 1.0000e-04 eta: 8:20:00 time: 0.3167 data_time: 0.0168 memory: 9395 grad_norm: 9.1378 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2918 loss: 1.2918 2022/08/17 09:29:00 - mmengine - INFO - Epoch(train) [231][2000/3757] lr: 1.0000e-04 eta: 8:19:29 time: 0.3172 data_time: 0.0179 memory: 9395 grad_norm: 8.9389 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4127 loss: 1.4127 2022/08/17 09:29:32 - mmengine - INFO - Epoch(train) [231][2100/3757] lr: 1.0000e-04 eta: 8:18:58 time: 0.3173 data_time: 0.0179 memory: 9395 grad_norm: 8.7291 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3314 loss: 1.3314 2022/08/17 09:30:04 - mmengine - INFO - Epoch(train) [231][2200/3757] lr: 1.0000e-04 eta: 8:18:27 time: 0.3169 data_time: 0.0170 memory: 9395 grad_norm: 9.2464 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.4243 loss: 1.4243 2022/08/17 09:30:36 - mmengine - INFO - Epoch(train) [231][2300/3757] lr: 1.0000e-04 eta: 8:17:55 time: 0.3157 data_time: 0.0168 memory: 9395 grad_norm: 9.0600 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6696 loss: 1.6696 2022/08/17 09:31:08 - mmengine - INFO - Epoch(train) [231][2400/3757] lr: 1.0000e-04 eta: 8:17:24 time: 0.3177 data_time: 0.0176 memory: 9395 grad_norm: 8.9886 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2028 loss: 1.2028 2022/08/17 09:31:40 - mmengine - INFO - Epoch(train) [231][2500/3757] lr: 1.0000e-04 eta: 8:16:53 time: 0.3168 data_time: 0.0170 memory: 9395 grad_norm: 8.5228 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.2840 loss: 1.2840 2022/08/17 09:32:12 - mmengine - INFO - Epoch(train) [231][2600/3757] lr: 1.0000e-04 eta: 8:16:22 time: 0.3179 data_time: 0.0174 memory: 9395 grad_norm: 9.2165 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4774 loss: 1.4774 2022/08/17 09:32:43 - mmengine - INFO - Epoch(train) [231][2700/3757] lr: 1.0000e-04 eta: 8:15:50 time: 0.3166 data_time: 0.0172 memory: 9395 grad_norm: 9.4213 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4025 loss: 1.4025 2022/08/17 09:33:15 - mmengine - INFO - Epoch(train) [231][2800/3757] lr: 1.0000e-04 eta: 8:15:19 time: 0.3169 data_time: 0.0170 memory: 9395 grad_norm: 8.8191 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2674 loss: 1.2674 2022/08/17 09:33:44 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 09:33:47 - mmengine - INFO - Epoch(train) [231][2900/3757] lr: 1.0000e-04 eta: 8:14:48 time: 0.3220 data_time: 0.0201 memory: 9395 grad_norm: 8.9896 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5616 loss: 1.5616 2022/08/17 09:34:19 - mmengine - INFO - Epoch(train) [231][3000/3757] lr: 1.0000e-04 eta: 8:14:17 time: 0.3146 data_time: 0.0165 memory: 9395 grad_norm: 9.0206 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5278 loss: 1.5278 2022/08/17 09:34:51 - mmengine - INFO - Epoch(train) [231][3100/3757] lr: 1.0000e-04 eta: 8:13:45 time: 0.3193 data_time: 0.0183 memory: 9395 grad_norm: 8.8858 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4121 loss: 1.4121 2022/08/17 09:35:23 - mmengine - INFO - Epoch(train) [231][3200/3757] lr: 1.0000e-04 eta: 8:13:14 time: 0.3156 data_time: 0.0171 memory: 9395 grad_norm: 8.6603 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.1975 loss: 1.1975 2022/08/17 09:35:55 - mmengine - INFO - Epoch(train) [231][3300/3757] lr: 1.0000e-04 eta: 8:12:43 time: 0.3166 data_time: 0.0171 memory: 9395 grad_norm: 8.7572 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1468 loss: 1.1468 2022/08/17 09:36:27 - mmengine - INFO - Epoch(train) [231][3400/3757] lr: 1.0000e-04 eta: 8:12:11 time: 0.3183 data_time: 0.0189 memory: 9395 grad_norm: 8.7879 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1691 loss: 1.1691 2022/08/17 09:36:59 - mmengine - INFO - Epoch(train) [231][3500/3757] lr: 1.0000e-04 eta: 8:11:40 time: 0.3177 data_time: 0.0180 memory: 9395 grad_norm: 8.8124 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2214 loss: 1.2214 2022/08/17 09:37:31 - mmengine - INFO - Epoch(train) [231][3600/3757] lr: 1.0000e-04 eta: 8:11:09 time: 0.3222 data_time: 0.0173 memory: 9395 grad_norm: 9.0528 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5367 loss: 1.5367 2022/08/17 09:38:03 - mmengine - INFO - Epoch(train) [231][3700/3757] lr: 1.0000e-04 eta: 8:10:38 time: 0.3150 data_time: 0.0169 memory: 9395 grad_norm: 9.3171 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.1539 loss: 1.1539 2022/08/17 09:38:21 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 09:38:21 - mmengine - INFO - Epoch(train) [231][3757/3757] lr: 1.0000e-04 eta: 8:10:25 time: 0.3092 data_time: 0.0176 memory: 9395 grad_norm: 8.5860 top1_acc: 0.5714 top5_acc: 1.0000 loss_cls: 1.1607 loss: 1.1607 2022/08/17 09:38:55 - mmengine - INFO - Epoch(train) [232][100/3757] lr: 1.0000e-04 eta: 8:09:48 time: 0.3176 data_time: 0.0163 memory: 9395 grad_norm: 9.0851 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.2943 loss: 1.2943 2022/08/17 09:39:05 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 09:39:26 - mmengine - INFO - Epoch(train) [232][200/3757] lr: 1.0000e-04 eta: 8:09:17 time: 0.3158 data_time: 0.0198 memory: 9395 grad_norm: 8.9621 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4389 loss: 1.4389 2022/08/17 09:39:58 - mmengine - INFO - Epoch(train) [232][300/3757] lr: 1.0000e-04 eta: 8:08:46 time: 0.3172 data_time: 0.0180 memory: 9395 grad_norm: 9.1252 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4420 loss: 1.4420 2022/08/17 09:40:30 - mmengine - INFO - Epoch(train) [232][400/3757] lr: 1.0000e-04 eta: 8:08:14 time: 0.3168 data_time: 0.0171 memory: 9395 grad_norm: 9.4164 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2224 loss: 1.2224 2022/08/17 09:41:02 - mmengine - INFO - Epoch(train) [232][500/3757] lr: 1.0000e-04 eta: 8:07:43 time: 0.3190 data_time: 0.0181 memory: 9395 grad_norm: 9.3599 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3659 loss: 1.3659 2022/08/17 09:41:34 - mmengine - INFO - Epoch(train) [232][600/3757] lr: 1.0000e-04 eta: 8:07:12 time: 0.3157 data_time: 0.0181 memory: 9395 grad_norm: 9.3486 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4593 loss: 1.4593 2022/08/17 09:42:06 - mmengine - INFO - Epoch(train) [232][700/3757] lr: 1.0000e-04 eta: 8:06:41 time: 0.3164 data_time: 0.0165 memory: 9395 grad_norm: 8.9491 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 1.3201 loss: 1.3201 2022/08/17 09:42:38 - mmengine - INFO - Epoch(train) [232][800/3757] lr: 1.0000e-04 eta: 8:06:09 time: 0.3188 data_time: 0.0184 memory: 9395 grad_norm: 9.1376 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3865 loss: 1.3865 2022/08/17 09:43:11 - mmengine - INFO - Epoch(train) [232][900/3757] lr: 1.0000e-04 eta: 8:05:38 time: 0.3171 data_time: 0.0185 memory: 9395 grad_norm: 8.9509 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1507 loss: 1.1507 2022/08/17 09:43:43 - mmengine - INFO - Epoch(train) [232][1000/3757] lr: 1.0000e-04 eta: 8:05:07 time: 0.3169 data_time: 0.0174 memory: 9395 grad_norm: 9.1248 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4631 loss: 1.4631 2022/08/17 09:44:15 - mmengine - INFO - Epoch(train) [232][1100/3757] lr: 1.0000e-04 eta: 8:04:36 time: 0.3166 data_time: 0.0186 memory: 9395 grad_norm: 8.7578 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4600 loss: 1.4600 2022/08/17 09:44:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 09:44:47 - mmengine - INFO - Epoch(train) [232][1200/3757] lr: 1.0000e-04 eta: 8:04:04 time: 0.3184 data_time: 0.0163 memory: 9395 grad_norm: 8.8175 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2586 loss: 1.2586 2022/08/17 09:45:19 - mmengine - INFO - Epoch(train) [232][1300/3757] lr: 1.0000e-04 eta: 8:03:33 time: 0.3175 data_time: 0.0182 memory: 9395 grad_norm: 8.7039 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.2930 loss: 1.2930 2022/08/17 09:45:51 - mmengine - INFO - Epoch(train) [232][1400/3757] lr: 1.0000e-04 eta: 8:03:02 time: 0.3170 data_time: 0.0172 memory: 9395 grad_norm: 9.0909 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3212 loss: 1.3212 2022/08/17 09:46:23 - mmengine - INFO - Epoch(train) [232][1500/3757] lr: 1.0000e-04 eta: 8:02:30 time: 0.3163 data_time: 0.0165 memory: 9395 grad_norm: 8.8639 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5797 loss: 1.5797 2022/08/17 09:46:55 - mmengine - INFO - Epoch(train) [232][1600/3757] lr: 1.0000e-04 eta: 8:01:59 time: 0.3187 data_time: 0.0171 memory: 9395 grad_norm: 8.8522 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4025 loss: 1.4025 2022/08/17 09:47:27 - mmengine - INFO - Epoch(train) [232][1700/3757] lr: 1.0000e-04 eta: 8:01:28 time: 0.3159 data_time: 0.0167 memory: 9395 grad_norm: 9.1271 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3264 loss: 1.3264 2022/08/17 09:47:59 - mmengine - INFO - Epoch(train) [232][1800/3757] lr: 1.0000e-04 eta: 8:00:57 time: 0.3182 data_time: 0.0178 memory: 9395 grad_norm: 9.1037 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4219 loss: 1.4219 2022/08/17 09:48:31 - mmengine - INFO - Epoch(train) [232][1900/3757] lr: 1.0000e-04 eta: 8:00:25 time: 0.3171 data_time: 0.0186 memory: 9395 grad_norm: 9.2951 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2602 loss: 1.2602 2022/08/17 09:49:03 - mmengine - INFO - Epoch(train) [232][2000/3757] lr: 1.0000e-04 eta: 7:59:54 time: 0.3186 data_time: 0.0178 memory: 9395 grad_norm: 8.7519 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1186 loss: 1.1186 2022/08/17 09:49:35 - mmengine - INFO - Epoch(train) [232][2100/3757] lr: 1.0000e-04 eta: 7:59:23 time: 0.3158 data_time: 0.0182 memory: 9395 grad_norm: 8.9862 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0477 loss: 1.0477 2022/08/17 09:49:45 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 09:50:07 - mmengine - INFO - Epoch(train) [232][2200/3757] lr: 1.0000e-04 eta: 7:58:52 time: 0.3163 data_time: 0.0171 memory: 9395 grad_norm: 9.0669 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2800 loss: 1.2800 2022/08/17 09:50:39 - mmengine - INFO - Epoch(train) [232][2300/3757] lr: 1.0000e-04 eta: 7:58:20 time: 0.3186 data_time: 0.0176 memory: 9395 grad_norm: 9.2323 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2543 loss: 1.2543 2022/08/17 09:51:11 - mmengine - INFO - Epoch(train) [232][2400/3757] lr: 1.0000e-04 eta: 7:57:49 time: 0.3157 data_time: 0.0172 memory: 9395 grad_norm: 9.3506 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4768 loss: 1.4768 2022/08/17 09:51:43 - mmengine - INFO - Epoch(train) [232][2500/3757] lr: 1.0000e-04 eta: 7:57:18 time: 0.3186 data_time: 0.0183 memory: 9395 grad_norm: 8.9042 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2934 loss: 1.2934 2022/08/17 09:52:15 - mmengine - INFO - Epoch(train) [232][2600/3757] lr: 1.0000e-04 eta: 7:56:47 time: 0.3165 data_time: 0.0167 memory: 9395 grad_norm: 9.1917 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3943 loss: 1.3943 2022/08/17 09:52:47 - mmengine - INFO - Epoch(train) [232][2700/3757] lr: 1.0000e-04 eta: 7:56:15 time: 0.3170 data_time: 0.0169 memory: 9395 grad_norm: 9.2249 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3133 loss: 1.3133 2022/08/17 09:53:19 - mmengine - INFO - Epoch(train) [232][2800/3757] lr: 1.0000e-04 eta: 7:55:44 time: 0.3154 data_time: 0.0187 memory: 9395 grad_norm: 8.8275 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.8517 loss: 0.8517 2022/08/17 09:53:50 - mmengine - INFO - Epoch(train) [232][2900/3757] lr: 1.0000e-04 eta: 7:55:13 time: 0.3165 data_time: 0.0180 memory: 9395 grad_norm: 9.2761 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5845 loss: 1.5845 2022/08/17 09:54:22 - mmengine - INFO - Epoch(train) [232][3000/3757] lr: 1.0000e-04 eta: 7:54:41 time: 0.3182 data_time: 0.0193 memory: 9395 grad_norm: 9.2013 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4983 loss: 1.4983 2022/08/17 09:54:54 - mmengine - INFO - Epoch(train) [232][3100/3757] lr: 1.0000e-04 eta: 7:54:10 time: 0.3166 data_time: 0.0166 memory: 9395 grad_norm: 9.0706 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1754 loss: 1.1754 2022/08/17 09:55:05 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 09:55:26 - mmengine - INFO - Epoch(train) [232][3200/3757] lr: 1.0000e-04 eta: 7:53:39 time: 0.3162 data_time: 0.0173 memory: 9395 grad_norm: 8.8078 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.2757 loss: 1.2757 2022/08/17 09:55:58 - mmengine - INFO - Epoch(train) [232][3300/3757] lr: 1.0000e-04 eta: 7:53:08 time: 0.3155 data_time: 0.0178 memory: 9395 grad_norm: 8.9493 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4171 loss: 1.4171 2022/08/17 09:56:30 - mmengine - INFO - Epoch(train) [232][3400/3757] lr: 1.0000e-04 eta: 7:52:36 time: 0.3175 data_time: 0.0164 memory: 9395 grad_norm: 9.1312 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5170 loss: 1.5170 2022/08/17 09:57:02 - mmengine - INFO - Epoch(train) [232][3500/3757] lr: 1.0000e-04 eta: 7:52:05 time: 0.3215 data_time: 0.0178 memory: 9395 grad_norm: 9.3301 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3682 loss: 1.3682 2022/08/17 09:57:34 - mmengine - INFO - Epoch(train) [232][3600/3757] lr: 1.0000e-04 eta: 7:51:34 time: 0.3181 data_time: 0.0176 memory: 9395 grad_norm: 8.9352 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3791 loss: 1.3791 2022/08/17 09:58:06 - mmengine - INFO - Epoch(train) [232][3700/3757] lr: 1.0000e-04 eta: 7:51:03 time: 0.3164 data_time: 0.0165 memory: 9395 grad_norm: 9.1931 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3888 loss: 1.3888 2022/08/17 09:58:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 09:58:24 - mmengine - INFO - Epoch(train) [232][3757/3757] lr: 1.0000e-04 eta: 7:50:50 time: 0.3137 data_time: 0.0175 memory: 9395 grad_norm: 9.0657 top1_acc: 0.7143 top5_acc: 0.7143 loss_cls: 1.5791 loss: 1.5791 2022/08/17 09:58:24 - mmengine - INFO - Saving checkpoint at 232 epochs 2022/08/17 09:59:00 - mmengine - INFO - Epoch(train) [233][100/3757] lr: 1.0000e-04 eta: 7:50:13 time: 0.3198 data_time: 0.0180 memory: 9395 grad_norm: 9.0679 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.0772 loss: 1.0772 2022/08/17 09:59:32 - mmengine - INFO - Epoch(train) [233][200/3757] lr: 1.0000e-04 eta: 7:49:42 time: 0.3175 data_time: 0.0169 memory: 9395 grad_norm: 8.7749 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3603 loss: 1.3603 2022/08/17 10:00:04 - mmengine - INFO - Epoch(train) [233][300/3757] lr: 1.0000e-04 eta: 7:49:10 time: 0.3231 data_time: 0.0178 memory: 9395 grad_norm: 8.9536 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0199 loss: 1.0199 2022/08/17 10:00:28 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 10:00:36 - mmengine - INFO - Epoch(train) [233][400/3757] lr: 1.0000e-04 eta: 7:48:39 time: 0.3156 data_time: 0.0166 memory: 9395 grad_norm: 9.1442 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3244 loss: 1.3244 2022/08/17 10:01:08 - mmengine - INFO - Epoch(train) [233][500/3757] lr: 1.0000e-04 eta: 7:48:08 time: 0.3159 data_time: 0.0167 memory: 9395 grad_norm: 9.3382 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4105 loss: 1.4105 2022/08/17 10:01:40 - mmengine - INFO - Epoch(train) [233][600/3757] lr: 1.0000e-04 eta: 7:47:37 time: 0.3161 data_time: 0.0175 memory: 9395 grad_norm: 8.9997 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3885 loss: 1.3885 2022/08/17 10:02:12 - mmengine - INFO - Epoch(train) [233][700/3757] lr: 1.0000e-04 eta: 7:47:05 time: 0.3169 data_time: 0.0185 memory: 9395 grad_norm: 9.2551 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0899 loss: 1.0899 2022/08/17 10:02:44 - mmengine - INFO - Epoch(train) [233][800/3757] lr: 1.0000e-04 eta: 7:46:34 time: 0.3170 data_time: 0.0194 memory: 9395 grad_norm: 8.6466 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.2859 loss: 1.2859 2022/08/17 10:03:16 - mmengine - INFO - Epoch(train) [233][900/3757] lr: 1.0000e-04 eta: 7:46:03 time: 0.3167 data_time: 0.0168 memory: 9395 grad_norm: 9.1198 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4573 loss: 1.4573 2022/08/17 10:03:48 - mmengine - INFO - Epoch(train) [233][1000/3757] lr: 1.0000e-04 eta: 7:45:32 time: 0.3146 data_time: 0.0178 memory: 9395 grad_norm: 9.0783 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3191 loss: 1.3191 2022/08/17 10:04:20 - mmengine - INFO - Epoch(train) [233][1100/3757] lr: 1.0000e-04 eta: 7:45:00 time: 0.3172 data_time: 0.0178 memory: 9395 grad_norm: 9.1796 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5273 loss: 1.5273 2022/08/17 10:04:52 - mmengine - INFO - Epoch(train) [233][1200/3757] lr: 1.0000e-04 eta: 7:44:29 time: 0.3209 data_time: 0.0179 memory: 9395 grad_norm: 9.0470 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.4265 loss: 1.4265 2022/08/17 10:05:24 - mmengine - INFO - Epoch(train) [233][1300/3757] lr: 1.0000e-04 eta: 7:43:58 time: 0.3185 data_time: 0.0178 memory: 9395 grad_norm: 8.7187 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2996 loss: 1.2996 2022/08/17 10:05:48 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 10:05:56 - mmengine - INFO - Epoch(train) [233][1400/3757] lr: 1.0000e-04 eta: 7:43:27 time: 0.3173 data_time: 0.0167 memory: 9395 grad_norm: 9.2295 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.4377 loss: 1.4377 2022/08/17 10:06:28 - mmengine - INFO - Epoch(train) [233][1500/3757] lr: 1.0000e-04 eta: 7:42:55 time: 0.3159 data_time: 0.0171 memory: 9395 grad_norm: 8.7162 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1427 loss: 1.1427 2022/08/17 10:07:01 - mmengine - INFO - Epoch(train) [233][1600/3757] lr: 1.0000e-04 eta: 7:42:24 time: 0.3250 data_time: 0.0194 memory: 9395 grad_norm: 8.6478 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5598 loss: 1.5598 2022/08/17 10:07:32 - mmengine - INFO - Epoch(train) [233][1700/3757] lr: 1.0000e-04 eta: 7:41:53 time: 0.3180 data_time: 0.0166 memory: 9395 grad_norm: 9.1289 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1215 loss: 1.1215 2022/08/17 10:08:04 - mmengine - INFO - Epoch(train) [233][1800/3757] lr: 1.0000e-04 eta: 7:41:21 time: 0.3162 data_time: 0.0172 memory: 9395 grad_norm: 9.1104 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4326 loss: 1.4326 2022/08/17 10:08:36 - mmengine - INFO - Epoch(train) [233][1900/3757] lr: 1.0000e-04 eta: 7:40:50 time: 0.3170 data_time: 0.0166 memory: 9395 grad_norm: 8.9917 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6034 loss: 1.6034 2022/08/17 10:09:09 - mmengine - INFO - Epoch(train) [233][2000/3757] lr: 1.0000e-04 eta: 7:40:19 time: 0.3177 data_time: 0.0166 memory: 9395 grad_norm: 9.1464 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0067 loss: 1.0067 2022/08/17 10:09:41 - mmengine - INFO - Epoch(train) [233][2100/3757] lr: 1.0000e-04 eta: 7:39:48 time: 0.3245 data_time: 0.0180 memory: 9395 grad_norm: 8.9300 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2653 loss: 1.2653 2022/08/17 10:10:12 - mmengine - INFO - Epoch(train) [233][2200/3757] lr: 1.0000e-04 eta: 7:39:16 time: 0.3178 data_time: 0.0172 memory: 9395 grad_norm: 8.7886 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5702 loss: 1.5702 2022/08/17 10:10:45 - mmengine - INFO - Epoch(train) [233][2300/3757] lr: 1.0000e-04 eta: 7:38:45 time: 0.3249 data_time: 0.0204 memory: 9395 grad_norm: 9.1044 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2301 loss: 1.2301 2022/08/17 10:11:10 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 10:11:17 - mmengine - INFO - Epoch(train) [233][2400/3757] lr: 1.0000e-04 eta: 7:38:14 time: 0.3181 data_time: 0.0176 memory: 9395 grad_norm: 8.9241 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3730 loss: 1.3730 2022/08/17 10:11:49 - mmengine - INFO - Epoch(train) [233][2500/3757] lr: 1.0000e-04 eta: 7:37:43 time: 0.3183 data_time: 0.0173 memory: 9395 grad_norm: 9.2581 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3596 loss: 1.3596 2022/08/17 10:12:21 - mmengine - INFO - Epoch(train) [233][2600/3757] lr: 1.0000e-04 eta: 7:37:11 time: 0.3177 data_time: 0.0192 memory: 9395 grad_norm: 8.5025 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3887 loss: 1.3887 2022/08/17 10:12:53 - mmengine - INFO - Epoch(train) [233][2700/3757] lr: 1.0000e-04 eta: 7:36:40 time: 0.3169 data_time: 0.0182 memory: 9395 grad_norm: 8.9035 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5111 loss: 1.5111 2022/08/17 10:13:26 - mmengine - INFO - Epoch(train) [233][2800/3757] lr: 1.0000e-04 eta: 7:36:09 time: 0.3346 data_time: 0.0218 memory: 9395 grad_norm: 9.1335 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3405 loss: 1.3405 2022/08/17 10:13:58 - mmengine - INFO - Epoch(train) [233][2900/3757] lr: 1.0000e-04 eta: 7:35:38 time: 0.3173 data_time: 0.0173 memory: 9395 grad_norm: 8.8305 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2915 loss: 1.2915 2022/08/17 10:14:30 - mmengine - INFO - Epoch(train) [233][3000/3757] lr: 1.0000e-04 eta: 7:35:06 time: 0.3181 data_time: 0.0174 memory: 9395 grad_norm: 9.1128 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4193 loss: 1.4193 2022/08/17 10:15:02 - mmengine - INFO - Epoch(train) [233][3100/3757] lr: 1.0000e-04 eta: 7:34:35 time: 0.3252 data_time: 0.0188 memory: 9395 grad_norm: 8.9461 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.1522 loss: 1.1522 2022/08/17 10:15:34 - mmengine - INFO - Epoch(train) [233][3200/3757] lr: 1.0000e-04 eta: 7:34:04 time: 0.3165 data_time: 0.0169 memory: 9395 grad_norm: 8.8189 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.0495 loss: 1.0495 2022/08/17 10:16:06 - mmengine - INFO - Epoch(train) [233][3300/3757] lr: 1.0000e-04 eta: 7:33:33 time: 0.3198 data_time: 0.0211 memory: 9395 grad_norm: 9.3363 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2053 loss: 1.2053 2022/08/17 10:16:30 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 10:16:38 - mmengine - INFO - Epoch(train) [233][3400/3757] lr: 1.0000e-04 eta: 7:33:01 time: 0.3162 data_time: 0.0166 memory: 9395 grad_norm: 9.1315 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4361 loss: 1.4361 2022/08/17 10:17:09 - mmengine - INFO - Epoch(train) [233][3500/3757] lr: 1.0000e-04 eta: 7:32:30 time: 0.3162 data_time: 0.0166 memory: 9395 grad_norm: 8.9544 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2048 loss: 1.2048 2022/08/17 10:17:42 - mmengine - INFO - Epoch(train) [233][3600/3757] lr: 1.0000e-04 eta: 7:31:59 time: 0.3345 data_time: 0.0178 memory: 9395 grad_norm: 8.9900 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2961 loss: 1.2961 2022/08/17 10:18:14 - mmengine - INFO - Epoch(train) [233][3700/3757] lr: 1.0000e-04 eta: 7:31:27 time: 0.3166 data_time: 0.0169 memory: 9395 grad_norm: 9.1431 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.2278 loss: 1.2278 2022/08/17 10:18:32 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 10:18:32 - mmengine - INFO - Epoch(train) [233][3757/3757] lr: 1.0000e-04 eta: 7:31:15 time: 0.3112 data_time: 0.0164 memory: 9395 grad_norm: 8.8626 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 1.3670 loss: 1.3670 2022/08/17 10:19:05 - mmengine - INFO - Epoch(train) [234][100/3757] lr: 1.0000e-04 eta: 7:30:38 time: 0.3206 data_time: 0.0190 memory: 9395 grad_norm: 8.8272 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3946 loss: 1.3946 2022/08/17 10:19:37 - mmengine - INFO - Epoch(train) [234][200/3757] lr: 1.0000e-04 eta: 7:30:07 time: 0.3161 data_time: 0.0173 memory: 9395 grad_norm: 9.0762 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7862 loss: 1.7862 2022/08/17 10:20:09 - mmengine - INFO - Epoch(train) [234][300/3757] lr: 1.0000e-04 eta: 7:29:35 time: 0.3153 data_time: 0.0169 memory: 9395 grad_norm: 8.8746 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1712 loss: 1.1712 2022/08/17 10:20:42 - mmengine - INFO - Epoch(train) [234][400/3757] lr: 1.0000e-04 eta: 7:29:04 time: 0.3193 data_time: 0.0177 memory: 9395 grad_norm: 9.4455 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3733 loss: 1.3733 2022/08/17 10:21:13 - mmengine - INFO - Epoch(train) [234][500/3757] lr: 1.0000e-04 eta: 7:28:33 time: 0.3154 data_time: 0.0165 memory: 9395 grad_norm: 9.1512 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3491 loss: 1.3491 2022/08/17 10:21:45 - mmengine - INFO - Epoch(train) [234][600/3757] lr: 1.0000e-04 eta: 7:28:02 time: 0.3186 data_time: 0.0190 memory: 9395 grad_norm: 8.9009 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2969 loss: 1.2969 2022/08/17 10:21:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 10:22:17 - mmengine - INFO - Epoch(train) [234][700/3757] lr: 1.0000e-04 eta: 7:27:30 time: 0.3161 data_time: 0.0183 memory: 9395 grad_norm: 9.3442 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6277 loss: 1.6277 2022/08/17 10:22:49 - mmengine - INFO - Epoch(train) [234][800/3757] lr: 1.0000e-04 eta: 7:26:59 time: 0.3178 data_time: 0.0184 memory: 9395 grad_norm: 9.0245 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.3325 loss: 1.3325 2022/08/17 10:23:21 - mmengine - INFO - Epoch(train) [234][900/3757] lr: 1.0000e-04 eta: 7:26:28 time: 0.3197 data_time: 0.0181 memory: 9395 grad_norm: 8.9060 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2738 loss: 1.2738 2022/08/17 10:23:53 - mmengine - INFO - Epoch(train) [234][1000/3757] lr: 1.0000e-04 eta: 7:25:56 time: 0.3170 data_time: 0.0190 memory: 9395 grad_norm: 9.0625 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.3046 loss: 1.3046 2022/08/17 10:24:25 - mmengine - INFO - Epoch(train) [234][1100/3757] lr: 1.0000e-04 eta: 7:25:25 time: 0.3184 data_time: 0.0184 memory: 9395 grad_norm: 9.2386 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1817 loss: 1.1817 2022/08/17 10:24:57 - mmengine - INFO - Epoch(train) [234][1200/3757] lr: 1.0000e-04 eta: 7:24:54 time: 0.3147 data_time: 0.0176 memory: 9395 grad_norm: 9.0091 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.5268 loss: 1.5268 2022/08/17 10:25:29 - mmengine - INFO - Epoch(train) [234][1300/3757] lr: 1.0000e-04 eta: 7:24:23 time: 0.3164 data_time: 0.0183 memory: 9395 grad_norm: 8.6725 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9591 loss: 0.9591 2022/08/17 10:26:01 - mmengine - INFO - Epoch(train) [234][1400/3757] lr: 1.0000e-04 eta: 7:23:51 time: 0.3175 data_time: 0.0192 memory: 9395 grad_norm: 9.1115 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3203 loss: 1.3203 2022/08/17 10:26:33 - mmengine - INFO - Epoch(train) [234][1500/3757] lr: 1.0000e-04 eta: 7:23:20 time: 0.3166 data_time: 0.0173 memory: 9395 grad_norm: 9.0420 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4089 loss: 1.4089 2022/08/17 10:27:05 - mmengine - INFO - Epoch(train) [234][1600/3757] lr: 1.0000e-04 eta: 7:22:49 time: 0.3174 data_time: 0.0185 memory: 9395 grad_norm: 9.3008 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4167 loss: 1.4167 2022/08/17 10:27:11 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 10:27:37 - mmengine - INFO - Epoch(train) [234][1700/3757] lr: 1.0000e-04 eta: 7:22:18 time: 0.3177 data_time: 0.0173 memory: 9395 grad_norm: 9.2242 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5733 loss: 1.5733 2022/08/17 10:28:09 - mmengine - INFO - Epoch(train) [234][1800/3757] lr: 1.0000e-04 eta: 7:21:46 time: 0.3176 data_time: 0.0173 memory: 9395 grad_norm: 8.9929 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3453 loss: 1.3453 2022/08/17 10:28:40 - mmengine - INFO - Epoch(train) [234][1900/3757] lr: 1.0000e-04 eta: 7:21:15 time: 0.3170 data_time: 0.0181 memory: 9395 grad_norm: 8.8760 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2920 loss: 1.2920 2022/08/17 10:29:12 - mmengine - INFO - Epoch(train) [234][2000/3757] lr: 1.0000e-04 eta: 7:20:44 time: 0.3186 data_time: 0.0171 memory: 9395 grad_norm: 8.9965 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3773 loss: 1.3773 2022/08/17 10:29:44 - mmengine - INFO - Epoch(train) [234][2100/3757] lr: 1.0000e-04 eta: 7:20:12 time: 0.3149 data_time: 0.0170 memory: 9395 grad_norm: 8.6011 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2177 loss: 1.2177 2022/08/17 10:30:16 - mmengine - INFO - Epoch(train) [234][2200/3757] lr: 1.0000e-04 eta: 7:19:41 time: 0.3196 data_time: 0.0189 memory: 9395 grad_norm: 9.1310 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2682 loss: 1.2682 2022/08/17 10:30:48 - mmengine - INFO - Epoch(train) [234][2300/3757] lr: 1.0000e-04 eta: 7:19:10 time: 0.3183 data_time: 0.0175 memory: 9395 grad_norm: 8.9960 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7045 loss: 1.7045 2022/08/17 10:31:20 - mmengine - INFO - Epoch(train) [234][2400/3757] lr: 1.0000e-04 eta: 7:18:39 time: 0.3177 data_time: 0.0169 memory: 9395 grad_norm: 8.9213 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.4183 loss: 1.4183 2022/08/17 10:31:52 - mmengine - INFO - Epoch(train) [234][2500/3757] lr: 1.0000e-04 eta: 7:18:07 time: 0.3236 data_time: 0.0206 memory: 9395 grad_norm: 8.9470 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3734 loss: 1.3734 2022/08/17 10:32:24 - mmengine - INFO - Epoch(train) [234][2600/3757] lr: 1.0000e-04 eta: 7:17:36 time: 0.3173 data_time: 0.0179 memory: 9395 grad_norm: 8.9439 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2742 loss: 1.2742 2022/08/17 10:32:30 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 10:32:56 - mmengine - INFO - Epoch(train) [234][2700/3757] lr: 1.0000e-04 eta: 7:17:05 time: 0.3213 data_time: 0.0193 memory: 9395 grad_norm: 8.9075 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.1804 loss: 1.1804 2022/08/17 10:33:28 - mmengine - INFO - Epoch(train) [234][2800/3757] lr: 1.0000e-04 eta: 7:16:33 time: 0.3168 data_time: 0.0173 memory: 9395 grad_norm: 9.0483 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6663 loss: 1.6663 2022/08/17 10:34:00 - mmengine - INFO - Epoch(train) [234][2900/3757] lr: 1.0000e-04 eta: 7:16:02 time: 0.3150 data_time: 0.0163 memory: 9395 grad_norm: 9.6698 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4206 loss: 1.4206 2022/08/17 10:34:32 - mmengine - INFO - Epoch(train) [234][3000/3757] lr: 1.0000e-04 eta: 7:15:31 time: 0.3186 data_time: 0.0175 memory: 9395 grad_norm: 9.0758 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4472 loss: 1.4472 2022/08/17 10:35:04 - mmengine - INFO - Epoch(train) [234][3100/3757] lr: 1.0000e-04 eta: 7:15:00 time: 0.3187 data_time: 0.0166 memory: 9395 grad_norm: 8.9706 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.3276 loss: 1.3276 2022/08/17 10:35:36 - mmengine - INFO - Epoch(train) [234][3200/3757] lr: 1.0000e-04 eta: 7:14:28 time: 0.3201 data_time: 0.0178 memory: 9395 grad_norm: 9.1749 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4701 loss: 1.4701 2022/08/17 10:36:08 - mmengine - INFO - Epoch(train) [234][3300/3757] lr: 1.0000e-04 eta: 7:13:57 time: 0.3163 data_time: 0.0166 memory: 9395 grad_norm: 8.9733 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2016 loss: 1.2016 2022/08/17 10:36:40 - mmengine - INFO - Epoch(train) [234][3400/3757] lr: 1.0000e-04 eta: 7:13:26 time: 0.3156 data_time: 0.0171 memory: 9395 grad_norm: 8.7971 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.0616 loss: 1.0616 2022/08/17 10:37:12 - mmengine - INFO - Epoch(train) [234][3500/3757] lr: 1.0000e-04 eta: 7:12:55 time: 0.3165 data_time: 0.0174 memory: 9395 grad_norm: 8.9922 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4494 loss: 1.4494 2022/08/17 10:37:44 - mmengine - INFO - Epoch(train) [234][3600/3757] lr: 1.0000e-04 eta: 7:12:23 time: 0.3185 data_time: 0.0188 memory: 9395 grad_norm: 9.1841 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2512 loss: 1.2512 2022/08/17 10:37:50 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 10:38:16 - mmengine - INFO - Epoch(train) [234][3700/3757] lr: 1.0000e-04 eta: 7:11:52 time: 0.3183 data_time: 0.0183 memory: 9395 grad_norm: 8.4964 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9973 loss: 0.9973 2022/08/17 10:38:34 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 10:38:34 - mmengine - INFO - Epoch(train) [234][3757/3757] lr: 1.0000e-04 eta: 7:11:39 time: 0.3152 data_time: 0.0175 memory: 9395 grad_norm: 8.7659 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 1.3239 loss: 1.3239 2022/08/17 10:39:08 - mmengine - INFO - Epoch(train) [235][100/3757] lr: 1.0000e-04 eta: 7:11:02 time: 0.3174 data_time: 0.0174 memory: 9395 grad_norm: 8.8898 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6304 loss: 1.6304 2022/08/17 10:39:40 - mmengine - INFO - Epoch(train) [235][200/3757] lr: 1.0000e-04 eta: 7:10:31 time: 0.3158 data_time: 0.0165 memory: 9395 grad_norm: 9.1366 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.3315 loss: 1.3315 2022/08/17 10:40:12 - mmengine - INFO - Epoch(train) [235][300/3757] lr: 1.0000e-04 eta: 7:10:00 time: 0.3172 data_time: 0.0170 memory: 9395 grad_norm: 9.1650 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4213 loss: 1.4213 2022/08/17 10:40:44 - mmengine - INFO - Epoch(train) [235][400/3757] lr: 1.0000e-04 eta: 7:09:29 time: 0.3175 data_time: 0.0177 memory: 9395 grad_norm: 9.3147 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5125 loss: 1.5125 2022/08/17 10:41:16 - mmengine - INFO - Epoch(train) [235][500/3757] lr: 1.0000e-04 eta: 7:08:57 time: 0.3204 data_time: 0.0206 memory: 9395 grad_norm: 8.9916 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.4397 loss: 1.4397 2022/08/17 10:41:48 - mmengine - INFO - Epoch(train) [235][600/3757] lr: 1.0000e-04 eta: 7:08:26 time: 0.3171 data_time: 0.0187 memory: 9395 grad_norm: 8.6087 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4864 loss: 1.4864 2022/08/17 10:42:20 - mmengine - INFO - Epoch(train) [235][700/3757] lr: 1.0000e-04 eta: 7:07:55 time: 0.3162 data_time: 0.0172 memory: 9395 grad_norm: 9.3124 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2906 loss: 1.2906 2022/08/17 10:42:52 - mmengine - INFO - Epoch(train) [235][800/3757] lr: 1.0000e-04 eta: 7:07:24 time: 0.3156 data_time: 0.0176 memory: 9395 grad_norm: 9.0732 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.5153 loss: 1.5153 2022/08/17 10:43:12 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 10:43:24 - mmengine - INFO - Epoch(train) [235][900/3757] lr: 1.0000e-04 eta: 7:06:52 time: 0.3176 data_time: 0.0175 memory: 9395 grad_norm: 9.1916 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2605 loss: 1.2605 2022/08/17 10:43:56 - mmengine - INFO - Epoch(train) [235][1000/3757] lr: 1.0000e-04 eta: 7:06:21 time: 0.3200 data_time: 0.0183 memory: 9395 grad_norm: 8.8056 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5762 loss: 1.5762 2022/08/17 10:44:28 - mmengine - INFO - Epoch(train) [235][1100/3757] lr: 1.0000e-04 eta: 7:05:50 time: 0.3165 data_time: 0.0171 memory: 9395 grad_norm: 9.0412 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.2082 loss: 1.2082 2022/08/17 10:45:00 - mmengine - INFO - Epoch(train) [235][1200/3757] lr: 1.0000e-04 eta: 7:05:18 time: 0.3165 data_time: 0.0178 memory: 9395 grad_norm: 8.8332 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0516 loss: 1.0516 2022/08/17 10:45:32 - mmengine - INFO - Epoch(train) [235][1300/3757] lr: 1.0000e-04 eta: 7:04:47 time: 0.3146 data_time: 0.0166 memory: 9395 grad_norm: 8.8855 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2573 loss: 1.2573 2022/08/17 10:46:04 - mmengine - INFO - Epoch(train) [235][1400/3757] lr: 1.0000e-04 eta: 7:04:16 time: 0.3182 data_time: 0.0188 memory: 9395 grad_norm: 8.4720 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2636 loss: 1.2636 2022/08/17 10:46:36 - mmengine - INFO - Epoch(train) [235][1500/3757] lr: 1.0000e-04 eta: 7:03:45 time: 0.3210 data_time: 0.0177 memory: 9395 grad_norm: 9.0305 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3868 loss: 1.3868 2022/08/17 10:47:08 - mmengine - INFO - Epoch(train) [235][1600/3757] lr: 1.0000e-04 eta: 7:03:13 time: 0.3170 data_time: 0.0172 memory: 9395 grad_norm: 8.9154 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2542 loss: 1.2542 2022/08/17 10:47:40 - mmengine - INFO - Epoch(train) [235][1700/3757] lr: 1.0000e-04 eta: 7:02:42 time: 0.3183 data_time: 0.0178 memory: 9395 grad_norm: 9.0238 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3477 loss: 1.3477 2022/08/17 10:48:12 - mmengine - INFO - Epoch(train) [235][1800/3757] lr: 1.0000e-04 eta: 7:02:11 time: 0.3167 data_time: 0.0173 memory: 9395 grad_norm: 9.2109 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3542 loss: 1.3542 2022/08/17 10:48:32 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 10:48:44 - mmengine - INFO - Epoch(train) [235][1900/3757] lr: 1.0000e-04 eta: 7:01:39 time: 0.3178 data_time: 0.0179 memory: 9395 grad_norm: 9.0792 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1238 loss: 1.1238 2022/08/17 10:49:16 - mmengine - INFO - Epoch(train) [235][2000/3757] lr: 1.0000e-04 eta: 7:01:08 time: 0.3219 data_time: 0.0185 memory: 9395 grad_norm: 8.5506 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5021 loss: 1.5021 2022/08/17 10:49:48 - mmengine - INFO - Epoch(train) [235][2100/3757] lr: 1.0000e-04 eta: 7:00:37 time: 0.3173 data_time: 0.0172 memory: 9395 grad_norm: 9.1043 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2155 loss: 1.2155 2022/08/17 10:50:20 - mmengine - INFO - Epoch(train) [235][2200/3757] lr: 1.0000e-04 eta: 7:00:06 time: 0.3217 data_time: 0.0189 memory: 9395 grad_norm: 8.8874 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.1226 loss: 1.1226 2022/08/17 10:50:52 - mmengine - INFO - Epoch(train) [235][2300/3757] lr: 1.0000e-04 eta: 6:59:34 time: 0.3155 data_time: 0.0179 memory: 9395 grad_norm: 9.1931 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5701 loss: 1.5701 2022/08/17 10:51:24 - mmengine - INFO - Epoch(train) [235][2400/3757] lr: 1.0000e-04 eta: 6:59:03 time: 0.3188 data_time: 0.0176 memory: 9395 grad_norm: 8.7599 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4020 loss: 1.4020 2022/08/17 10:51:56 - mmengine - INFO - Epoch(train) [235][2500/3757] lr: 1.0000e-04 eta: 6:58:32 time: 0.3170 data_time: 0.0164 memory: 9395 grad_norm: 9.0325 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4264 loss: 1.4264 2022/08/17 10:52:28 - mmengine - INFO - Epoch(train) [235][2600/3757] lr: 1.0000e-04 eta: 6:58:00 time: 0.3183 data_time: 0.0213 memory: 9395 grad_norm: 9.3328 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6676 loss: 1.6676 2022/08/17 10:53:00 - mmengine - INFO - Epoch(train) [235][2700/3757] lr: 1.0000e-04 eta: 6:57:29 time: 0.3161 data_time: 0.0176 memory: 9395 grad_norm: 8.9177 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.2818 loss: 1.2818 2022/08/17 10:53:32 - mmengine - INFO - Epoch(train) [235][2800/3757] lr: 1.0000e-04 eta: 6:56:58 time: 0.3178 data_time: 0.0191 memory: 9395 grad_norm: 8.9686 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.1112 loss: 1.1112 2022/08/17 10:53:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 10:54:04 - mmengine - INFO - Epoch(train) [235][2900/3757] lr: 1.0000e-04 eta: 6:56:27 time: 0.3169 data_time: 0.0168 memory: 9395 grad_norm: 9.3102 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1750 loss: 1.1750 2022/08/17 10:54:36 - mmengine - INFO - Epoch(train) [235][3000/3757] lr: 1.0000e-04 eta: 6:55:55 time: 0.3161 data_time: 0.0182 memory: 9395 grad_norm: 9.2407 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1453 loss: 1.1453 2022/08/17 10:55:08 - mmengine - INFO - Epoch(train) [235][3100/3757] lr: 1.0000e-04 eta: 6:55:24 time: 0.3191 data_time: 0.0182 memory: 9395 grad_norm: 8.8803 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2798 loss: 1.2798 2022/08/17 10:55:40 - mmengine - INFO - Epoch(train) [235][3200/3757] lr: 1.0000e-04 eta: 6:54:53 time: 0.3181 data_time: 0.0173 memory: 9395 grad_norm: 9.4810 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3704 loss: 1.3704 2022/08/17 10:56:12 - mmengine - INFO - Epoch(train) [235][3300/3757] lr: 1.0000e-04 eta: 6:54:21 time: 0.3161 data_time: 0.0163 memory: 9395 grad_norm: 9.0654 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.4658 loss: 1.4658 2022/08/17 10:56:43 - mmengine - INFO - Epoch(train) [235][3400/3757] lr: 1.0000e-04 eta: 6:53:50 time: 0.3179 data_time: 0.0168 memory: 9395 grad_norm: 8.8861 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2635 loss: 1.2635 2022/08/17 10:57:16 - mmengine - INFO - Epoch(train) [235][3500/3757] lr: 1.0000e-04 eta: 6:53:19 time: 0.3183 data_time: 0.0177 memory: 9395 grad_norm: 9.0860 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4125 loss: 1.4125 2022/08/17 10:57:48 - mmengine - INFO - Epoch(train) [235][3600/3757] lr: 1.0000e-04 eta: 6:52:48 time: 0.3186 data_time: 0.0173 memory: 9395 grad_norm: 9.0126 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1234 loss: 1.1234 2022/08/17 10:58:20 - mmengine - INFO - Epoch(train) [235][3700/3757] lr: 1.0000e-04 eta: 6:52:16 time: 0.3177 data_time: 0.0178 memory: 9395 grad_norm: 9.0464 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3427 loss: 1.3427 2022/08/17 10:58:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 10:58:38 - mmengine - INFO - Epoch(train) [235][3757/3757] lr: 1.0000e-04 eta: 6:52:04 time: 0.3166 data_time: 0.0193 memory: 9395 grad_norm: 8.8835 top1_acc: 0.2857 top5_acc: 0.4286 loss_cls: 1.4215 loss: 1.4215 2022/08/17 10:58:56 - mmengine - INFO - Epoch(val) [235][100/310] eta: 0:00:38 time: 0.1841 data_time: 0.0835 memory: 1523 2022/08/17 10:59:13 - mmengine - INFO - Epoch(val) [235][200/310] eta: 0:00:16 time: 0.1544 data_time: 0.0557 memory: 1523 2022/08/17 10:59:30 - mmengine - INFO - Epoch(val) [235][300/310] eta: 0:00:01 time: 0.1723 data_time: 0.0722 memory: 1523 2022/08/17 10:59:35 - mmengine - INFO - Epoch(val) [235][310/310] acc/top1: 0.6919 acc/top5: 0.8847 acc/mean1: 0.6918 2022/08/17 11:00:08 - mmengine - INFO - Epoch(train) [236][100/3757] lr: 1.0000e-04 eta: 6:51:27 time: 0.3166 data_time: 0.0196 memory: 9395 grad_norm: 8.8808 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2204 loss: 1.2204 2022/08/17 11:00:10 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 11:00:40 - mmengine - INFO - Epoch(train) [236][200/3757] lr: 1.0000e-04 eta: 6:50:56 time: 0.3178 data_time: 0.0192 memory: 9395 grad_norm: 9.1919 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3203 loss: 1.3203 2022/08/17 11:01:12 - mmengine - INFO - Epoch(train) [236][300/3757] lr: 1.0000e-04 eta: 6:50:24 time: 0.3158 data_time: 0.0171 memory: 9395 grad_norm: 8.9837 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1182 loss: 1.1182 2022/08/17 11:01:44 - mmengine - INFO - Epoch(train) [236][400/3757] lr: 1.0000e-04 eta: 6:49:53 time: 0.3159 data_time: 0.0168 memory: 9395 grad_norm: 8.9383 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5708 loss: 1.5708 2022/08/17 11:02:16 - mmengine - INFO - Epoch(train) [236][500/3757] lr: 1.0000e-04 eta: 6:49:22 time: 0.3171 data_time: 0.0165 memory: 9395 grad_norm: 9.2294 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2483 loss: 1.2483 2022/08/17 11:02:48 - mmengine - INFO - Epoch(train) [236][600/3757] lr: 1.0000e-04 eta: 6:48:50 time: 0.3200 data_time: 0.0194 memory: 9395 grad_norm: 9.4566 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4299 loss: 1.4299 2022/08/17 11:03:20 - mmengine - INFO - Epoch(train) [236][700/3757] lr: 1.0000e-04 eta: 6:48:19 time: 0.3162 data_time: 0.0172 memory: 9395 grad_norm: 9.2121 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1682 loss: 1.1682 2022/08/17 11:03:52 - mmengine - INFO - Epoch(train) [236][800/3757] lr: 1.0000e-04 eta: 6:47:48 time: 0.3188 data_time: 0.0168 memory: 9395 grad_norm: 9.2146 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.4059 loss: 1.4059 2022/08/17 11:04:24 - mmengine - INFO - Epoch(train) [236][900/3757] lr: 1.0000e-04 eta: 6:47:17 time: 0.3161 data_time: 0.0172 memory: 9395 grad_norm: 9.1278 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2729 loss: 1.2729 2022/08/17 11:04:56 - mmengine - INFO - Epoch(train) [236][1000/3757] lr: 1.0000e-04 eta: 6:46:45 time: 0.3186 data_time: 0.0197 memory: 9395 grad_norm: 9.5797 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.2830 loss: 1.2830 2022/08/17 11:05:28 - mmengine - INFO - Epoch(train) [236][1100/3757] lr: 1.0000e-04 eta: 6:46:14 time: 0.3236 data_time: 0.0178 memory: 9395 grad_norm: 9.5565 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6766 loss: 1.6766 2022/08/17 11:05:29 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 11:06:00 - mmengine - INFO - Epoch(train) [236][1200/3757] lr: 1.0000e-04 eta: 6:45:43 time: 0.3196 data_time: 0.0209 memory: 9395 grad_norm: 9.3226 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2685 loss: 1.2685 2022/08/17 11:06:32 - mmengine - INFO - Epoch(train) [236][1300/3757] lr: 1.0000e-04 eta: 6:45:11 time: 0.3169 data_time: 0.0176 memory: 9395 grad_norm: 9.0416 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3817 loss: 1.3817 2022/08/17 11:07:04 - mmengine - INFO - Epoch(train) [236][1400/3757] lr: 1.0000e-04 eta: 6:44:40 time: 0.3155 data_time: 0.0172 memory: 9395 grad_norm: 8.4688 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0244 loss: 1.0244 2022/08/17 11:07:36 - mmengine - INFO - Epoch(train) [236][1500/3757] lr: 1.0000e-04 eta: 6:44:09 time: 0.3182 data_time: 0.0183 memory: 9395 grad_norm: 9.2223 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5023 loss: 1.5023 2022/08/17 11:08:08 - mmengine - INFO - Epoch(train) [236][1600/3757] lr: 1.0000e-04 eta: 6:43:38 time: 0.3201 data_time: 0.0174 memory: 9395 grad_norm: 9.1470 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2063 loss: 1.2063 2022/08/17 11:08:40 - mmengine - INFO - Epoch(train) [236][1700/3757] lr: 1.0000e-04 eta: 6:43:06 time: 0.3195 data_time: 0.0179 memory: 9395 grad_norm: 9.2072 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3864 loss: 1.3864 2022/08/17 11:09:12 - mmengine - INFO - Epoch(train) [236][1800/3757] lr: 1.0000e-04 eta: 6:42:35 time: 0.3172 data_time: 0.0173 memory: 9395 grad_norm: 8.7949 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4261 loss: 1.4261 2022/08/17 11:09:44 - mmengine - INFO - Epoch(train) [236][1900/3757] lr: 1.0000e-04 eta: 6:42:04 time: 0.3165 data_time: 0.0169 memory: 9395 grad_norm: 8.8663 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1471 loss: 1.1471 2022/08/17 11:10:16 - mmengine - INFO - Epoch(train) [236][2000/3757] lr: 1.0000e-04 eta: 6:41:33 time: 0.3166 data_time: 0.0172 memory: 9395 grad_norm: 9.0169 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3533 loss: 1.3533 2022/08/17 11:10:48 - mmengine - INFO - Epoch(train) [236][2100/3757] lr: 1.0000e-04 eta: 6:41:01 time: 0.3212 data_time: 0.0185 memory: 9395 grad_norm: 8.8908 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4412 loss: 1.4412 2022/08/17 11:10:50 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 11:11:20 - mmengine - INFO - Epoch(train) [236][2200/3757] lr: 1.0000e-04 eta: 6:40:30 time: 0.3160 data_time: 0.0163 memory: 9395 grad_norm: 9.1031 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1941 loss: 1.1941 2022/08/17 11:11:52 - mmengine - INFO - Epoch(train) [236][2300/3757] lr: 1.0000e-04 eta: 6:39:59 time: 0.3182 data_time: 0.0184 memory: 9395 grad_norm: 9.2493 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4099 loss: 1.4099 2022/08/17 11:12:25 - mmengine - INFO - Epoch(train) [236][2400/3757] lr: 1.0000e-04 eta: 6:39:27 time: 0.3159 data_time: 0.0161 memory: 9395 grad_norm: 8.9509 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3560 loss: 1.3560 2022/08/17 11:12:57 - mmengine - INFO - Epoch(train) [236][2500/3757] lr: 1.0000e-04 eta: 6:38:56 time: 0.3166 data_time: 0.0188 memory: 9395 grad_norm: 9.1921 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4347 loss: 1.4347 2022/08/17 11:13:29 - mmengine - INFO - Epoch(train) [236][2600/3757] lr: 1.0000e-04 eta: 6:38:25 time: 0.3233 data_time: 0.0182 memory: 9395 grad_norm: 8.8218 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3153 loss: 1.3153 2022/08/17 11:14:01 - mmengine - INFO - Epoch(train) [236][2700/3757] lr: 1.0000e-04 eta: 6:37:54 time: 0.3162 data_time: 0.0168 memory: 9395 grad_norm: 8.9150 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2195 loss: 1.2195 2022/08/17 11:14:33 - mmengine - INFO - Epoch(train) [236][2800/3757] lr: 1.0000e-04 eta: 6:37:22 time: 0.3166 data_time: 0.0175 memory: 9395 grad_norm: 8.9465 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3464 loss: 1.3464 2022/08/17 11:15:05 - mmengine - INFO - Epoch(train) [236][2900/3757] lr: 1.0000e-04 eta: 6:36:51 time: 0.3157 data_time: 0.0170 memory: 9395 grad_norm: 9.0156 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2387 loss: 1.2387 2022/08/17 11:15:37 - mmengine - INFO - Epoch(train) [236][3000/3757] lr: 1.0000e-04 eta: 6:36:20 time: 0.3170 data_time: 0.0178 memory: 9395 grad_norm: 9.2059 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9857 loss: 0.9857 2022/08/17 11:16:09 - mmengine - INFO - Epoch(train) [236][3100/3757] lr: 1.0000e-04 eta: 6:35:48 time: 0.3165 data_time: 0.0170 memory: 9395 grad_norm: 8.7709 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2574 loss: 1.2574 2022/08/17 11:16:11 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 11:16:41 - mmengine - INFO - Epoch(train) [236][3200/3757] lr: 1.0000e-04 eta: 6:35:17 time: 0.3177 data_time: 0.0186 memory: 9395 grad_norm: 9.0492 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3414 loss: 1.3414 2022/08/17 11:17:14 - mmengine - INFO - Epoch(train) [236][3300/3757] lr: 1.0000e-04 eta: 6:34:46 time: 0.3173 data_time: 0.0174 memory: 9395 grad_norm: 9.0349 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3935 loss: 1.3935 2022/08/17 11:17:46 - mmengine - INFO - Epoch(train) [236][3400/3757] lr: 1.0000e-04 eta: 6:34:15 time: 0.3177 data_time: 0.0169 memory: 9395 grad_norm: 9.2106 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3740 loss: 1.3740 2022/08/17 11:18:18 - mmengine - INFO - Epoch(train) [236][3500/3757] lr: 1.0000e-04 eta: 6:33:43 time: 0.3178 data_time: 0.0169 memory: 9395 grad_norm: 9.0706 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3860 loss: 1.3860 2022/08/17 11:18:50 - mmengine - INFO - Epoch(train) [236][3600/3757] lr: 1.0000e-04 eta: 6:33:12 time: 0.3197 data_time: 0.0178 memory: 9395 grad_norm: 9.2803 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2327 loss: 1.2327 2022/08/17 11:19:22 - mmengine - INFO - Epoch(train) [236][3700/3757] lr: 1.0000e-04 eta: 6:32:41 time: 0.3163 data_time: 0.0171 memory: 9395 grad_norm: 9.5062 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2632 loss: 1.2632 2022/08/17 11:19:40 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 11:19:40 - mmengine - INFO - Epoch(train) [236][3757/3757] lr: 1.0000e-04 eta: 6:32:28 time: 0.3133 data_time: 0.0182 memory: 9395 grad_norm: 9.0523 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2675 loss: 1.2675 2022/08/17 11:19:40 - mmengine - INFO - Saving checkpoint at 236 epochs 2022/08/17 11:20:18 - mmengine - INFO - Epoch(train) [237][100/3757] lr: 1.0000e-04 eta: 6:31:51 time: 0.3263 data_time: 0.0183 memory: 9395 grad_norm: 9.1332 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.2246 loss: 1.2246 2022/08/17 11:20:50 - mmengine - INFO - Epoch(train) [237][200/3757] lr: 1.0000e-04 eta: 6:31:20 time: 0.3164 data_time: 0.0169 memory: 9395 grad_norm: 9.1033 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6877 loss: 1.6877 2022/08/17 11:21:22 - mmengine - INFO - Epoch(train) [237][300/3757] lr: 1.0000e-04 eta: 6:30:49 time: 0.3238 data_time: 0.0178 memory: 9395 grad_norm: 9.0589 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2321 loss: 1.2321 2022/08/17 11:21:37 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 11:21:54 - mmengine - INFO - Epoch(train) [237][400/3757] lr: 1.0000e-04 eta: 6:30:18 time: 0.3157 data_time: 0.0173 memory: 9395 grad_norm: 9.1115 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2150 loss: 1.2150 2022/08/17 11:22:26 - mmengine - INFO - Epoch(train) [237][500/3757] lr: 1.0000e-04 eta: 6:29:46 time: 0.3168 data_time: 0.0184 memory: 9395 grad_norm: 9.2078 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4649 loss: 1.4649 2022/08/17 11:22:58 - mmengine - INFO - Epoch(train) [237][600/3757] lr: 1.0000e-04 eta: 6:29:15 time: 0.3233 data_time: 0.0193 memory: 9395 grad_norm: 8.5892 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1338 loss: 1.1338 2022/08/17 11:23:31 - mmengine - INFO - Epoch(train) [237][700/3757] lr: 1.0000e-04 eta: 6:28:44 time: 0.3246 data_time: 0.0182 memory: 9395 grad_norm: 8.9157 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2142 loss: 1.2142 2022/08/17 11:24:03 - mmengine - INFO - Epoch(train) [237][800/3757] lr: 1.0000e-04 eta: 6:28:12 time: 0.3340 data_time: 0.0192 memory: 9395 grad_norm: 8.7355 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.1401 loss: 1.1401 2022/08/17 11:24:35 - mmengine - INFO - Epoch(train) [237][900/3757] lr: 1.0000e-04 eta: 6:27:41 time: 0.3172 data_time: 0.0166 memory: 9395 grad_norm: 9.0715 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3776 loss: 1.3776 2022/08/17 11:25:08 - mmengine - INFO - Epoch(train) [237][1000/3757] lr: 1.0000e-04 eta: 6:27:10 time: 0.3178 data_time: 0.0171 memory: 9395 grad_norm: 9.2786 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2101 loss: 1.2101 2022/08/17 11:25:40 - mmengine - INFO - Epoch(train) [237][1100/3757] lr: 1.0000e-04 eta: 6:26:39 time: 0.3193 data_time: 0.0189 memory: 9395 grad_norm: 9.1615 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4813 loss: 1.4813 2022/08/17 11:26:12 - mmengine - INFO - Epoch(train) [237][1200/3757] lr: 1.0000e-04 eta: 6:26:07 time: 0.3161 data_time: 0.0176 memory: 9395 grad_norm: 9.3812 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.3754 loss: 1.3754 2022/08/17 11:26:44 - mmengine - INFO - Epoch(train) [237][1300/3757] lr: 1.0000e-04 eta: 6:25:36 time: 0.3180 data_time: 0.0167 memory: 9395 grad_norm: 9.1178 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.0969 loss: 1.0969 2022/08/17 11:27:00 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 11:27:16 - mmengine - INFO - Epoch(train) [237][1400/3757] lr: 1.0000e-04 eta: 6:25:05 time: 0.3178 data_time: 0.0177 memory: 9395 grad_norm: 9.0432 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5353 loss: 1.5353 2022/08/17 11:27:48 - mmengine - INFO - Epoch(train) [237][1500/3757] lr: 1.0000e-04 eta: 6:24:34 time: 0.3191 data_time: 0.0180 memory: 9395 grad_norm: 9.0930 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.5986 loss: 1.5986 2022/08/17 11:28:21 - mmengine - INFO - Epoch(train) [237][1600/3757] lr: 1.0000e-04 eta: 6:24:02 time: 0.3228 data_time: 0.0187 memory: 9395 grad_norm: 9.1813 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3493 loss: 1.3493 2022/08/17 11:28:53 - mmengine - INFO - Epoch(train) [237][1700/3757] lr: 1.0000e-04 eta: 6:23:31 time: 0.3150 data_time: 0.0178 memory: 9395 grad_norm: 8.9834 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4048 loss: 1.4048 2022/08/17 11:29:25 - mmengine - INFO - Epoch(train) [237][1800/3757] lr: 1.0000e-04 eta: 6:23:00 time: 0.3168 data_time: 0.0168 memory: 9395 grad_norm: 8.8535 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6597 loss: 1.6597 2022/08/17 11:29:57 - mmengine - INFO - Epoch(train) [237][1900/3757] lr: 1.0000e-04 eta: 6:22:28 time: 0.3159 data_time: 0.0169 memory: 9395 grad_norm: 9.1236 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2096 loss: 1.2096 2022/08/17 11:30:29 - mmengine - INFO - Epoch(train) [237][2000/3757] lr: 1.0000e-04 eta: 6:21:57 time: 0.3181 data_time: 0.0175 memory: 9395 grad_norm: 9.4010 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4016 loss: 1.4016 2022/08/17 11:31:02 - mmengine - INFO - Epoch(train) [237][2100/3757] lr: 1.0000e-04 eta: 6:21:26 time: 0.3232 data_time: 0.0191 memory: 9395 grad_norm: 9.3676 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2117 loss: 1.2117 2022/08/17 11:31:34 - mmengine - INFO - Epoch(train) [237][2200/3757] lr: 1.0000e-04 eta: 6:20:55 time: 0.3166 data_time: 0.0178 memory: 9395 grad_norm: 9.1040 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4411 loss: 1.4411 2022/08/17 11:32:06 - mmengine - INFO - Epoch(train) [237][2300/3757] lr: 1.0000e-04 eta: 6:20:23 time: 0.3171 data_time: 0.0176 memory: 9395 grad_norm: 8.9179 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5136 loss: 1.5136 2022/08/17 11:32:21 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 11:32:38 - mmengine - INFO - Epoch(train) [237][2400/3757] lr: 1.0000e-04 eta: 6:19:52 time: 0.3161 data_time: 0.0169 memory: 9395 grad_norm: 9.0723 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2213 loss: 1.2213 2022/08/17 11:33:09 - mmengine - INFO - Epoch(train) [237][2500/3757] lr: 1.0000e-04 eta: 6:19:21 time: 0.3168 data_time: 0.0174 memory: 9395 grad_norm: 9.4577 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5982 loss: 1.5982 2022/08/17 11:33:42 - mmengine - INFO - Epoch(train) [237][2600/3757] lr: 1.0000e-04 eta: 6:18:49 time: 0.3255 data_time: 0.0198 memory: 9395 grad_norm: 9.2191 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1466 loss: 1.1466 2022/08/17 11:34:14 - mmengine - INFO - Epoch(train) [237][2700/3757] lr: 1.0000e-04 eta: 6:18:18 time: 0.3174 data_time: 0.0175 memory: 9395 grad_norm: 9.2419 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5694 loss: 1.5694 2022/08/17 11:34:46 - mmengine - INFO - Epoch(train) [237][2800/3757] lr: 1.0000e-04 eta: 6:17:47 time: 0.3200 data_time: 0.0201 memory: 9395 grad_norm: 9.3099 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5249 loss: 1.5249 2022/08/17 11:35:18 - mmengine - INFO - Epoch(train) [237][2900/3757] lr: 1.0000e-04 eta: 6:17:16 time: 0.3176 data_time: 0.0169 memory: 9395 grad_norm: 9.4952 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4040 loss: 1.4040 2022/08/17 11:35:50 - mmengine - INFO - Epoch(train) [237][3000/3757] lr: 1.0000e-04 eta: 6:16:44 time: 0.3204 data_time: 0.0193 memory: 9395 grad_norm: 9.1699 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3458 loss: 1.3458 2022/08/17 11:36:22 - mmengine - INFO - Epoch(train) [237][3100/3757] lr: 1.0000e-04 eta: 6:16:13 time: 0.3163 data_time: 0.0170 memory: 9395 grad_norm: 9.1098 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5673 loss: 1.5673 2022/08/17 11:36:54 - mmengine - INFO - Epoch(train) [237][3200/3757] lr: 1.0000e-04 eta: 6:15:42 time: 0.3210 data_time: 0.0198 memory: 9395 grad_norm: 9.2719 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5195 loss: 1.5195 2022/08/17 11:37:26 - mmengine - INFO - Epoch(train) [237][3300/3757] lr: 1.0000e-04 eta: 6:15:11 time: 0.3164 data_time: 0.0175 memory: 9395 grad_norm: 9.2196 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6699 loss: 1.6699 2022/08/17 11:37:42 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 11:37:58 - mmengine - INFO - Epoch(train) [237][3400/3757] lr: 1.0000e-04 eta: 6:14:39 time: 0.3172 data_time: 0.0164 memory: 9395 grad_norm: 8.7434 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2020 loss: 1.2020 2022/08/17 11:38:30 - mmengine - INFO - Epoch(train) [237][3500/3757] lr: 1.0000e-04 eta: 6:14:08 time: 0.3193 data_time: 0.0183 memory: 9395 grad_norm: 8.7587 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4871 loss: 1.4871 2022/08/17 11:39:02 - mmengine - INFO - Epoch(train) [237][3600/3757] lr: 1.0000e-04 eta: 6:13:37 time: 0.3180 data_time: 0.0179 memory: 9395 grad_norm: 9.2156 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.5472 loss: 1.5472 2022/08/17 11:39:35 - mmengine - INFO - Epoch(train) [237][3700/3757] lr: 1.0000e-04 eta: 6:13:05 time: 0.3383 data_time: 0.0181 memory: 9395 grad_norm: 9.2089 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3357 loss: 1.3357 2022/08/17 11:39:53 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 11:39:53 - mmengine - INFO - Epoch(train) [237][3757/3757] lr: 1.0000e-04 eta: 6:12:53 time: 0.3110 data_time: 0.0176 memory: 9395 grad_norm: 8.9316 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 1.1816 loss: 1.1816 2022/08/17 11:40:27 - mmengine - INFO - Epoch(train) [238][100/3757] lr: 1.0000e-04 eta: 6:12:16 time: 0.3167 data_time: 0.0182 memory: 9395 grad_norm: 8.7468 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1884 loss: 1.1884 2022/08/17 11:40:59 - mmengine - INFO - Epoch(train) [238][200/3757] lr: 1.0000e-04 eta: 6:11:45 time: 0.3180 data_time: 0.0187 memory: 9395 grad_norm: 9.0414 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4187 loss: 1.4187 2022/08/17 11:41:31 - mmengine - INFO - Epoch(train) [238][300/3757] lr: 1.0000e-04 eta: 6:11:13 time: 0.3201 data_time: 0.0200 memory: 9395 grad_norm: 8.8987 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3537 loss: 1.3537 2022/08/17 11:42:03 - mmengine - INFO - Epoch(train) [238][400/3757] lr: 1.0000e-04 eta: 6:10:42 time: 0.3197 data_time: 0.0182 memory: 9395 grad_norm: 9.1111 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1853 loss: 1.1853 2022/08/17 11:42:35 - mmengine - INFO - Epoch(train) [238][500/3757] lr: 1.0000e-04 eta: 6:10:11 time: 0.3191 data_time: 0.0179 memory: 9395 grad_norm: 8.8339 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2107 loss: 1.2107 2022/08/17 11:43:04 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 11:43:07 - mmengine - INFO - Epoch(train) [238][600/3757] lr: 1.0000e-04 eta: 6:09:40 time: 0.3163 data_time: 0.0172 memory: 9395 grad_norm: 9.0640 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4130 loss: 1.4130 2022/08/17 11:43:39 - mmengine - INFO - Epoch(train) [238][700/3757] lr: 1.0000e-04 eta: 6:09:08 time: 0.3159 data_time: 0.0169 memory: 9395 grad_norm: 9.0368 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4533 loss: 1.4533 2022/08/17 11:44:11 - mmengine - INFO - Epoch(train) [238][800/3757] lr: 1.0000e-04 eta: 6:08:37 time: 0.3185 data_time: 0.0187 memory: 9395 grad_norm: 9.2823 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.0322 loss: 1.0322 2022/08/17 11:44:43 - mmengine - INFO - Epoch(train) [238][900/3757] lr: 1.0000e-04 eta: 6:08:06 time: 0.3179 data_time: 0.0169 memory: 9395 grad_norm: 8.9663 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2474 loss: 1.2474 2022/08/17 11:45:15 - mmengine - INFO - Epoch(train) [238][1000/3757] lr: 1.0000e-04 eta: 6:07:34 time: 0.3193 data_time: 0.0174 memory: 9395 grad_norm: 8.9913 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3105 loss: 1.3105 2022/08/17 11:45:47 - mmengine - INFO - Epoch(train) [238][1100/3757] lr: 1.0000e-04 eta: 6:07:03 time: 0.3162 data_time: 0.0184 memory: 9395 grad_norm: 9.2599 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6016 loss: 1.6016 2022/08/17 11:46:19 - mmengine - INFO - Epoch(train) [238][1200/3757] lr: 1.0000e-04 eta: 6:06:32 time: 0.3152 data_time: 0.0167 memory: 9395 grad_norm: 9.1358 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0645 loss: 1.0645 2022/08/17 11:46:51 - mmengine - INFO - Epoch(train) [238][1300/3757] lr: 1.0000e-04 eta: 6:06:00 time: 0.3192 data_time: 0.0180 memory: 9395 grad_norm: 9.6342 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5295 loss: 1.5295 2022/08/17 11:47:23 - mmengine - INFO - Epoch(train) [238][1400/3757] lr: 1.0000e-04 eta: 6:05:29 time: 0.3209 data_time: 0.0201 memory: 9395 grad_norm: 9.1556 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1730 loss: 1.1730 2022/08/17 11:47:55 - mmengine - INFO - Epoch(train) [238][1500/3757] lr: 1.0000e-04 eta: 6:04:58 time: 0.3168 data_time: 0.0172 memory: 9395 grad_norm: 9.1806 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2629 loss: 1.2629 2022/08/17 11:48:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 11:48:27 - mmengine - INFO - Epoch(train) [238][1600/3757] lr: 1.0000e-04 eta: 6:04:27 time: 0.3173 data_time: 0.0168 memory: 9395 grad_norm: 9.1351 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1597 loss: 1.1597 2022/08/17 11:48:59 - mmengine - INFO - Epoch(train) [238][1700/3757] lr: 1.0000e-04 eta: 6:03:55 time: 0.3174 data_time: 0.0174 memory: 9395 grad_norm: 9.0509 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.2967 loss: 1.2967 2022/08/17 11:49:31 - mmengine - INFO - Epoch(train) [238][1800/3757] lr: 1.0000e-04 eta: 6:03:24 time: 0.3187 data_time: 0.0175 memory: 9395 grad_norm: 9.5232 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3967 loss: 1.3967 2022/08/17 11:50:03 - mmengine - INFO - Epoch(train) [238][1900/3757] lr: 1.0000e-04 eta: 6:02:53 time: 0.3201 data_time: 0.0192 memory: 9395 grad_norm: 8.9754 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5087 loss: 1.5087 2022/08/17 11:50:35 - mmengine - INFO - Epoch(train) [238][2000/3757] lr: 1.0000e-04 eta: 6:02:21 time: 0.3190 data_time: 0.0178 memory: 9395 grad_norm: 8.9944 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2407 loss: 1.2407 2022/08/17 11:51:07 - mmengine - INFO - Epoch(train) [238][2100/3757] lr: 1.0000e-04 eta: 6:01:50 time: 0.3172 data_time: 0.0184 memory: 9395 grad_norm: 9.0623 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0927 loss: 1.0927 2022/08/17 11:51:39 - mmengine - INFO - Epoch(train) [238][2200/3757] lr: 1.0000e-04 eta: 6:01:19 time: 0.3157 data_time: 0.0170 memory: 9395 grad_norm: 8.9985 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4949 loss: 1.4949 2022/08/17 11:52:11 - mmengine - INFO - Epoch(train) [238][2300/3757] lr: 1.0000e-04 eta: 6:00:48 time: 0.3177 data_time: 0.0175 memory: 9395 grad_norm: 9.2356 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.3207 loss: 1.3207 2022/08/17 11:52:43 - mmengine - INFO - Epoch(train) [238][2400/3757] lr: 1.0000e-04 eta: 6:00:16 time: 0.3294 data_time: 0.0193 memory: 9395 grad_norm: 9.2962 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3619 loss: 1.3619 2022/08/17 11:53:15 - mmengine - INFO - Epoch(train) [238][2500/3757] lr: 1.0000e-04 eta: 5:59:45 time: 0.3173 data_time: 0.0175 memory: 9395 grad_norm: 8.8911 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1514 loss: 1.1514 2022/08/17 11:53:44 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 11:53:47 - mmengine - INFO - Epoch(train) [238][2600/3757] lr: 1.0000e-04 eta: 5:59:14 time: 0.3163 data_time: 0.0166 memory: 9395 grad_norm: 8.8510 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2535 loss: 1.2535 2022/08/17 11:54:19 - mmengine - INFO - Epoch(train) [238][2700/3757] lr: 1.0000e-04 eta: 5:58:42 time: 0.3150 data_time: 0.0166 memory: 9395 grad_norm: 9.5255 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4753 loss: 1.4753 2022/08/17 11:54:51 - mmengine - INFO - Epoch(train) [238][2800/3757] lr: 1.0000e-04 eta: 5:58:11 time: 0.3165 data_time: 0.0172 memory: 9395 grad_norm: 9.2960 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.2825 loss: 1.2825 2022/08/17 11:55:23 - mmengine - INFO - Epoch(train) [238][2900/3757] lr: 1.0000e-04 eta: 5:57:40 time: 0.3213 data_time: 0.0163 memory: 9395 grad_norm: 8.7764 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4089 loss: 1.4089 2022/08/17 11:55:55 - mmengine - INFO - Epoch(train) [238][3000/3757] lr: 1.0000e-04 eta: 5:57:08 time: 0.3162 data_time: 0.0169 memory: 9395 grad_norm: 9.4148 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3849 loss: 1.3849 2022/08/17 11:56:27 - mmengine - INFO - Epoch(train) [238][3100/3757] lr: 1.0000e-04 eta: 5:56:37 time: 0.3171 data_time: 0.0176 memory: 9395 grad_norm: 9.0478 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2285 loss: 1.2285 2022/08/17 11:56:59 - mmengine - INFO - Epoch(train) [238][3200/3757] lr: 1.0000e-04 eta: 5:56:06 time: 0.3174 data_time: 0.0174 memory: 9395 grad_norm: 8.9832 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2405 loss: 1.2405 2022/08/17 11:57:31 - mmengine - INFO - Epoch(train) [238][3300/3757] lr: 1.0000e-04 eta: 5:55:35 time: 0.3168 data_time: 0.0175 memory: 9395 grad_norm: 9.3680 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3692 loss: 1.3692 2022/08/17 11:58:03 - mmengine - INFO - Epoch(train) [238][3400/3757] lr: 1.0000e-04 eta: 5:55:03 time: 0.3185 data_time: 0.0192 memory: 9395 grad_norm: 8.8772 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.1948 loss: 1.1948 2022/08/17 11:58:35 - mmengine - INFO - Epoch(train) [238][3500/3757] lr: 1.0000e-04 eta: 5:54:32 time: 0.3181 data_time: 0.0192 memory: 9395 grad_norm: 8.9551 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3685 loss: 1.3685 2022/08/17 11:59:04 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 11:59:07 - mmengine - INFO - Epoch(train) [238][3600/3757] lr: 1.0000e-04 eta: 5:54:01 time: 0.3160 data_time: 0.0173 memory: 9395 grad_norm: 8.7773 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9712 loss: 0.9712 2022/08/17 11:59:39 - mmengine - INFO - Epoch(train) [238][3700/3757] lr: 1.0000e-04 eta: 5:53:29 time: 0.3156 data_time: 0.0171 memory: 9395 grad_norm: 9.3539 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3377 loss: 1.3377 2022/08/17 11:59:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 11:59:57 - mmengine - INFO - Epoch(train) [238][3757/3757] lr: 1.0000e-04 eta: 5:53:17 time: 0.3108 data_time: 0.0170 memory: 9395 grad_norm: 8.8727 top1_acc: 0.5714 top5_acc: 0.5714 loss_cls: 1.1628 loss: 1.1628 2022/08/17 12:00:35 - mmengine - INFO - Epoch(train) [239][100/3757] lr: 1.0000e-04 eta: 5:52:40 time: 0.3158 data_time: 0.0168 memory: 9395 grad_norm: 9.2754 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4655 loss: 1.4655 2022/08/17 12:01:07 - mmengine - INFO - Epoch(train) [239][200/3757] lr: 1.0000e-04 eta: 5:52:09 time: 0.3182 data_time: 0.0195 memory: 9395 grad_norm: 9.0021 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.3191 loss: 1.3191 2022/08/17 12:01:39 - mmengine - INFO - Epoch(train) [239][300/3757] lr: 1.0000e-04 eta: 5:51:38 time: 0.3170 data_time: 0.0171 memory: 9395 grad_norm: 8.9741 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2912 loss: 1.2912 2022/08/17 12:02:11 - mmengine - INFO - Epoch(train) [239][400/3757] lr: 1.0000e-04 eta: 5:51:06 time: 0.3166 data_time: 0.0170 memory: 9395 grad_norm: 8.9264 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3695 loss: 1.3695 2022/08/17 12:02:43 - mmengine - INFO - Epoch(train) [239][500/3757] lr: 1.0000e-04 eta: 5:50:35 time: 0.3212 data_time: 0.0185 memory: 9395 grad_norm: 9.2759 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4069 loss: 1.4069 2022/08/17 12:03:15 - mmengine - INFO - Epoch(train) [239][600/3757] lr: 1.0000e-04 eta: 5:50:04 time: 0.3177 data_time: 0.0170 memory: 9395 grad_norm: 9.0213 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2556 loss: 1.2556 2022/08/17 12:03:47 - mmengine - INFO - Epoch(train) [239][700/3757] lr: 1.0000e-04 eta: 5:49:32 time: 0.3180 data_time: 0.0200 memory: 9395 grad_norm: 9.2633 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6202 loss: 1.6202 2022/08/17 12:04:19 - mmengine - INFO - Epoch(train) [239][800/3757] lr: 1.0000e-04 eta: 5:49:01 time: 0.3169 data_time: 0.0168 memory: 9395 grad_norm: 8.9489 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3515 loss: 1.3515 2022/08/17 12:04:29 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 12:04:50 - mmengine - INFO - Epoch(train) [239][900/3757] lr: 1.0000e-04 eta: 5:48:30 time: 0.3177 data_time: 0.0179 memory: 9395 grad_norm: 9.1257 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4470 loss: 1.4470 2022/08/17 12:05:22 - mmengine - INFO - Epoch(train) [239][1000/3757] lr: 1.0000e-04 eta: 5:47:59 time: 0.3190 data_time: 0.0205 memory: 9395 grad_norm: 9.4052 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4439 loss: 1.4439 2022/08/17 12:05:54 - mmengine - INFO - Epoch(train) [239][1100/3757] lr: 1.0000e-04 eta: 5:47:27 time: 0.3181 data_time: 0.0171 memory: 9395 grad_norm: 9.3851 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5380 loss: 1.5380 2022/08/17 12:06:26 - mmengine - INFO - Epoch(train) [239][1200/3757] lr: 1.0000e-04 eta: 5:46:56 time: 0.3198 data_time: 0.0214 memory: 9395 grad_norm: 9.2216 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4004 loss: 1.4004 2022/08/17 12:06:58 - mmengine - INFO - Epoch(train) [239][1300/3757] lr: 1.0000e-04 eta: 5:46:25 time: 0.3168 data_time: 0.0169 memory: 9395 grad_norm: 8.7995 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2536 loss: 1.2536 2022/08/17 12:07:30 - mmengine - INFO - Epoch(train) [239][1400/3757] lr: 1.0000e-04 eta: 5:45:53 time: 0.3172 data_time: 0.0169 memory: 9395 grad_norm: 8.8162 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1889 loss: 1.1889 2022/08/17 12:08:02 - mmengine - INFO - Epoch(train) [239][1500/3757] lr: 1.0000e-04 eta: 5:45:22 time: 0.3204 data_time: 0.0168 memory: 9395 grad_norm: 9.2333 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2660 loss: 1.2660 2022/08/17 12:08:34 - mmengine - INFO - Epoch(train) [239][1600/3757] lr: 1.0000e-04 eta: 5:44:51 time: 0.3166 data_time: 0.0181 memory: 9395 grad_norm: 9.0951 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2142 loss: 1.2142 2022/08/17 12:09:06 - mmengine - INFO - Epoch(train) [239][1700/3757] lr: 1.0000e-04 eta: 5:44:19 time: 0.3165 data_time: 0.0169 memory: 9395 grad_norm: 8.8247 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2944 loss: 1.2944 2022/08/17 12:09:38 - mmengine - INFO - Epoch(train) [239][1800/3757] lr: 1.0000e-04 eta: 5:43:48 time: 0.3169 data_time: 0.0170 memory: 9395 grad_norm: 9.0511 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3611 loss: 1.3611 2022/08/17 12:09:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 12:10:10 - mmengine - INFO - Epoch(train) [239][1900/3757] lr: 1.0000e-04 eta: 5:43:17 time: 0.3169 data_time: 0.0169 memory: 9395 grad_norm: 8.7162 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4752 loss: 1.4752 2022/08/17 12:10:42 - mmengine - INFO - Epoch(train) [239][2000/3757] lr: 1.0000e-04 eta: 5:42:46 time: 0.3174 data_time: 0.0183 memory: 9395 grad_norm: 8.9975 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3547 loss: 1.3547 2022/08/17 12:11:14 - mmengine - INFO - Epoch(train) [239][2100/3757] lr: 1.0000e-04 eta: 5:42:14 time: 0.3255 data_time: 0.0176 memory: 9395 grad_norm: 9.4639 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4158 loss: 1.4158 2022/08/17 12:11:46 - mmengine - INFO - Epoch(train) [239][2200/3757] lr: 1.0000e-04 eta: 5:41:43 time: 0.3202 data_time: 0.0182 memory: 9395 grad_norm: 9.1001 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4819 loss: 1.4819 2022/08/17 12:12:18 - mmengine - INFO - Epoch(train) [239][2300/3757] lr: 1.0000e-04 eta: 5:41:12 time: 0.3170 data_time: 0.0172 memory: 9395 grad_norm: 8.9646 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3966 loss: 1.3966 2022/08/17 12:12:50 - mmengine - INFO - Epoch(train) [239][2400/3757] lr: 1.0000e-04 eta: 5:40:40 time: 0.3166 data_time: 0.0176 memory: 9395 grad_norm: 9.0050 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3894 loss: 1.3894 2022/08/17 12:13:22 - mmengine - INFO - Epoch(train) [239][2500/3757] lr: 1.0000e-04 eta: 5:40:09 time: 0.3193 data_time: 0.0183 memory: 9395 grad_norm: 8.8709 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2850 loss: 1.2850 2022/08/17 12:13:54 - mmengine - INFO - Epoch(train) [239][2600/3757] lr: 1.0000e-04 eta: 5:39:38 time: 0.3175 data_time: 0.0167 memory: 9395 grad_norm: 9.0989 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1044 loss: 1.1044 2022/08/17 12:14:26 - mmengine - INFO - Epoch(train) [239][2700/3757] lr: 1.0000e-04 eta: 5:39:06 time: 0.3193 data_time: 0.0194 memory: 9395 grad_norm: 9.0155 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2507 loss: 1.2507 2022/08/17 12:14:58 - mmengine - INFO - Epoch(train) [239][2800/3757] lr: 1.0000e-04 eta: 5:38:35 time: 0.3180 data_time: 0.0181 memory: 9395 grad_norm: 9.0810 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3108 loss: 1.3108 2022/08/17 12:15:09 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 12:15:30 - mmengine - INFO - Epoch(train) [239][2900/3757] lr: 1.0000e-04 eta: 5:38:04 time: 0.3185 data_time: 0.0173 memory: 9395 grad_norm: 8.9054 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2933 loss: 1.2933 2022/08/17 12:16:03 - mmengine - INFO - Epoch(train) [239][3000/3757] lr: 1.0000e-04 eta: 5:37:33 time: 0.3201 data_time: 0.0180 memory: 9395 grad_norm: 9.1145 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2621 loss: 1.2621 2022/08/17 12:16:34 - mmengine - INFO - Epoch(train) [239][3100/3757] lr: 1.0000e-04 eta: 5:37:01 time: 0.3184 data_time: 0.0184 memory: 9395 grad_norm: 9.2986 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4052 loss: 1.4052 2022/08/17 12:17:06 - mmengine - INFO - Epoch(train) [239][3200/3757] lr: 1.0000e-04 eta: 5:36:30 time: 0.3162 data_time: 0.0174 memory: 9395 grad_norm: 9.2555 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4827 loss: 1.4827 2022/08/17 12:17:38 - mmengine - INFO - Epoch(train) [239][3300/3757] lr: 1.0000e-04 eta: 5:35:59 time: 0.3177 data_time: 0.0187 memory: 9395 grad_norm: 9.0872 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3996 loss: 1.3996 2022/08/17 12:18:10 - mmengine - INFO - Epoch(train) [239][3400/3757] lr: 1.0000e-04 eta: 5:35:27 time: 0.3177 data_time: 0.0168 memory: 9395 grad_norm: 8.9392 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3201 loss: 1.3201 2022/08/17 12:18:42 - mmengine - INFO - Epoch(train) [239][3500/3757] lr: 1.0000e-04 eta: 5:34:56 time: 0.3175 data_time: 0.0181 memory: 9395 grad_norm: 9.0843 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3231 loss: 1.3231 2022/08/17 12:19:14 - mmengine - INFO - Epoch(train) [239][3600/3757] lr: 1.0000e-04 eta: 5:34:25 time: 0.3175 data_time: 0.0172 memory: 9395 grad_norm: 8.9871 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5858 loss: 1.5858 2022/08/17 12:19:46 - mmengine - INFO - Epoch(train) [239][3700/3757] lr: 1.0000e-04 eta: 5:33:53 time: 0.3184 data_time: 0.0191 memory: 9395 grad_norm: 8.9924 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2265 loss: 1.2265 2022/08/17 12:20:04 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 12:20:04 - mmengine - INFO - Epoch(train) [239][3757/3757] lr: 1.0000e-04 eta: 5:33:41 time: 0.3127 data_time: 0.0178 memory: 9395 grad_norm: 9.5622 top1_acc: 0.5714 top5_acc: 0.7143 loss_cls: 1.4077 loss: 1.4077 2022/08/17 12:20:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 12:20:39 - mmengine - INFO - Epoch(train) [240][100/3757] lr: 1.0000e-04 eta: 5:33:04 time: 0.3195 data_time: 0.0181 memory: 9395 grad_norm: 9.1948 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4449 loss: 1.4449 2022/08/17 12:21:11 - mmengine - INFO - Epoch(train) [240][200/3757] lr: 1.0000e-04 eta: 5:32:33 time: 0.3173 data_time: 0.0183 memory: 9395 grad_norm: 9.0814 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.1943 loss: 1.1943 2022/08/17 12:21:43 - mmengine - INFO - Epoch(train) [240][300/3757] lr: 1.0000e-04 eta: 5:32:01 time: 0.3191 data_time: 0.0163 memory: 9395 grad_norm: 9.0016 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3742 loss: 1.3742 2022/08/17 12:22:15 - mmengine - INFO - Epoch(train) [240][400/3757] lr: 1.0000e-04 eta: 5:31:30 time: 0.3164 data_time: 0.0194 memory: 9395 grad_norm: 9.3372 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6598 loss: 1.6598 2022/08/17 12:22:47 - mmengine - INFO - Epoch(train) [240][500/3757] lr: 1.0000e-04 eta: 5:30:59 time: 0.3239 data_time: 0.0180 memory: 9395 grad_norm: 9.0775 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2139 loss: 1.2139 2022/08/17 12:23:19 - mmengine - INFO - Epoch(train) [240][600/3757] lr: 1.0000e-04 eta: 5:30:28 time: 0.3175 data_time: 0.0187 memory: 9395 grad_norm: 9.1715 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.1360 loss: 1.1360 2022/08/17 12:23:51 - mmengine - INFO - Epoch(train) [240][700/3757] lr: 1.0000e-04 eta: 5:29:56 time: 0.3162 data_time: 0.0165 memory: 9395 grad_norm: 9.2563 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3345 loss: 1.3345 2022/08/17 12:24:23 - mmengine - INFO - Epoch(train) [240][800/3757] lr: 1.0000e-04 eta: 5:29:25 time: 0.3164 data_time: 0.0168 memory: 9395 grad_norm: 9.2815 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4336 loss: 1.4336 2022/08/17 12:24:55 - mmengine - INFO - Epoch(train) [240][900/3757] lr: 1.0000e-04 eta: 5:28:54 time: 0.3177 data_time: 0.0172 memory: 9395 grad_norm: 8.8371 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.1990 loss: 1.1990 2022/08/17 12:25:27 - mmengine - INFO - Epoch(train) [240][1000/3757] lr: 1.0000e-04 eta: 5:28:22 time: 0.3191 data_time: 0.0174 memory: 9395 grad_norm: 9.3897 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.3442 loss: 1.3442 2022/08/17 12:25:52 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 12:25:59 - mmengine - INFO - Epoch(train) [240][1100/3757] lr: 1.0000e-04 eta: 5:27:51 time: 0.3232 data_time: 0.0176 memory: 9395 grad_norm: 8.8249 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3270 loss: 1.3270 2022/08/17 12:26:31 - mmengine - INFO - Epoch(train) [240][1200/3757] lr: 1.0000e-04 eta: 5:27:20 time: 0.3158 data_time: 0.0168 memory: 9395 grad_norm: 9.3706 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5649 loss: 1.5649 2022/08/17 12:27:03 - mmengine - INFO - Epoch(train) [240][1300/3757] lr: 1.0000e-04 eta: 5:26:49 time: 0.3203 data_time: 0.0165 memory: 9395 grad_norm: 9.3900 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3959 loss: 1.3959 2022/08/17 12:27:35 - mmengine - INFO - Epoch(train) [240][1400/3757] lr: 1.0000e-04 eta: 5:26:17 time: 0.3189 data_time: 0.0191 memory: 9395 grad_norm: 8.9333 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.3532 loss: 1.3532 2022/08/17 12:28:07 - mmengine - INFO - Epoch(train) [240][1500/3757] lr: 1.0000e-04 eta: 5:25:46 time: 0.3168 data_time: 0.0174 memory: 9395 grad_norm: 9.2597 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2018 loss: 1.2018 2022/08/17 12:28:39 - mmengine - INFO - Epoch(train) [240][1600/3757] lr: 1.0000e-04 eta: 5:25:15 time: 0.3194 data_time: 0.0178 memory: 9395 grad_norm: 9.0022 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.1467 loss: 1.1467 2022/08/17 12:29:11 - mmengine - INFO - Epoch(train) [240][1700/3757] lr: 1.0000e-04 eta: 5:24:43 time: 0.3180 data_time: 0.0169 memory: 9395 grad_norm: 8.7127 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3975 loss: 1.3975 2022/08/17 12:29:44 - mmengine - INFO - Epoch(train) [240][1800/3757] lr: 1.0000e-04 eta: 5:24:12 time: 0.3160 data_time: 0.0167 memory: 9395 grad_norm: 8.5018 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2250 loss: 1.2250 2022/08/17 12:30:16 - mmengine - INFO - Epoch(train) [240][1900/3757] lr: 1.0000e-04 eta: 5:23:41 time: 0.3185 data_time: 0.0184 memory: 9395 grad_norm: 9.1753 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0698 loss: 1.0698 2022/08/17 12:30:48 - mmengine - INFO - Epoch(train) [240][2000/3757] lr: 1.0000e-04 eta: 5:23:09 time: 0.3185 data_time: 0.0169 memory: 9395 grad_norm: 8.8365 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2582 loss: 1.2582 2022/08/17 12:31:12 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 12:31:20 - mmengine - INFO - Epoch(train) [240][2100/3757] lr: 1.0000e-04 eta: 5:22:38 time: 0.3237 data_time: 0.0168 memory: 9395 grad_norm: 9.0326 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3356 loss: 1.3356 2022/08/17 12:31:52 - mmengine - INFO - Epoch(train) [240][2200/3757] lr: 1.0000e-04 eta: 5:22:07 time: 0.3171 data_time: 0.0175 memory: 9395 grad_norm: 8.7748 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2160 loss: 1.2160 2022/08/17 12:32:24 - mmengine - INFO - Epoch(train) [240][2300/3757] lr: 1.0000e-04 eta: 5:21:36 time: 0.3161 data_time: 0.0183 memory: 9395 grad_norm: 9.2256 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3849 loss: 1.3849 2022/08/17 12:32:56 - mmengine - INFO - Epoch(train) [240][2400/3757] lr: 1.0000e-04 eta: 5:21:04 time: 0.3200 data_time: 0.0185 memory: 9395 grad_norm: 9.0678 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.3296 loss: 1.3296 2022/08/17 12:33:28 - mmengine - INFO - Epoch(train) [240][2500/3757] lr: 1.0000e-04 eta: 5:20:33 time: 0.3164 data_time: 0.0181 memory: 9395 grad_norm: 8.8784 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4798 loss: 1.4798 2022/08/17 12:34:00 - mmengine - INFO - Epoch(train) [240][2600/3757] lr: 1.0000e-04 eta: 5:20:02 time: 0.3218 data_time: 0.0185 memory: 9395 grad_norm: 9.3391 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1970 loss: 1.1970 2022/08/17 12:34:32 - mmengine - INFO - Epoch(train) [240][2700/3757] lr: 1.0000e-04 eta: 5:19:30 time: 0.3170 data_time: 0.0174 memory: 9395 grad_norm: 9.5722 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4491 loss: 1.4491 2022/08/17 12:35:04 - mmengine - INFO - Epoch(train) [240][2800/3757] lr: 1.0000e-04 eta: 5:18:59 time: 0.3174 data_time: 0.0173 memory: 9395 grad_norm: 9.3033 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.1049 loss: 1.1049 2022/08/17 12:35:37 - mmengine - INFO - Epoch(train) [240][2900/3757] lr: 1.0000e-04 eta: 5:18:28 time: 0.3234 data_time: 0.0181 memory: 9395 grad_norm: 9.0416 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2207 loss: 1.2207 2022/08/17 12:36:09 - mmengine - INFO - Epoch(train) [240][3000/3757] lr: 1.0000e-04 eta: 5:17:56 time: 0.3181 data_time: 0.0179 memory: 9395 grad_norm: 9.2525 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8110 loss: 1.8110 2022/08/17 12:36:34 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 12:36:41 - mmengine - INFO - Epoch(train) [240][3100/3757] lr: 1.0000e-04 eta: 5:17:25 time: 0.3176 data_time: 0.0171 memory: 9395 grad_norm: 9.2841 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3460 loss: 1.3460 2022/08/17 12:37:13 - mmengine - INFO - Epoch(train) [240][3200/3757] lr: 1.0000e-04 eta: 5:16:54 time: 0.3167 data_time: 0.0186 memory: 9395 grad_norm: 9.3144 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3878 loss: 1.3878 2022/08/17 12:37:46 - mmengine - INFO - Epoch(train) [240][3300/3757] lr: 1.0000e-04 eta: 5:16:23 time: 0.3178 data_time: 0.0181 memory: 9395 grad_norm: 9.3122 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.3905 loss: 1.3905 2022/08/17 12:38:18 - mmengine - INFO - Epoch(train) [240][3400/3757] lr: 1.0000e-04 eta: 5:15:51 time: 0.3230 data_time: 0.0196 memory: 9395 grad_norm: 9.3126 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4018 loss: 1.4018 2022/08/17 12:38:50 - mmengine - INFO - Epoch(train) [240][3500/3757] lr: 1.0000e-04 eta: 5:15:20 time: 0.3176 data_time: 0.0177 memory: 9395 grad_norm: 9.2624 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5948 loss: 1.5948 2022/08/17 12:39:22 - mmengine - INFO - Epoch(train) [240][3600/3757] lr: 1.0000e-04 eta: 5:14:49 time: 0.3178 data_time: 0.0188 memory: 9395 grad_norm: 9.1927 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3753 loss: 1.3753 2022/08/17 12:39:53 - mmengine - INFO - Epoch(train) [240][3700/3757] lr: 1.0000e-04 eta: 5:14:17 time: 0.3149 data_time: 0.0163 memory: 9395 grad_norm: 8.8998 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3551 loss: 1.3551 2022/08/17 12:40:12 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 12:40:12 - mmengine - INFO - Epoch(train) [240][3757/3757] lr: 1.0000e-04 eta: 5:14:05 time: 0.3094 data_time: 0.0190 memory: 9395 grad_norm: 9.0483 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 1.4918 loss: 1.4918 2022/08/17 12:40:12 - mmengine - INFO - Saving checkpoint at 240 epochs 2022/08/17 12:40:32 - mmengine - INFO - Epoch(val) [240][100/310] eta: 0:00:37 time: 0.1783 data_time: 0.0792 memory: 1523 2022/08/17 12:40:50 - mmengine - INFO - Epoch(val) [240][200/310] eta: 0:00:17 time: 0.1553 data_time: 0.0594 memory: 1523 2022/08/17 12:41:06 - mmengine - INFO - Epoch(val) [240][300/310] eta: 0:00:01 time: 0.1573 data_time: 0.0610 memory: 1523 2022/08/17 12:41:09 - mmengine - INFO - Epoch(val) [240][310/310] acc/top1: 0.6928 acc/top5: 0.8850 acc/mean1: 0.6927 2022/08/17 12:41:43 - mmengine - INFO - Epoch(train) [241][100/3757] lr: 1.0000e-04 eta: 5:13:28 time: 0.3168 data_time: 0.0166 memory: 9395 grad_norm: 8.9000 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3552 loss: 1.3552 2022/08/17 12:42:15 - mmengine - INFO - Epoch(train) [241][200/3757] lr: 1.0000e-04 eta: 5:12:57 time: 0.3159 data_time: 0.0169 memory: 9395 grad_norm: 9.0489 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7264 loss: 1.7264 2022/08/17 12:42:47 - mmengine - INFO - Epoch(train) [241][300/3757] lr: 1.0000e-04 eta: 5:12:25 time: 0.3212 data_time: 0.0184 memory: 9395 grad_norm: 9.2346 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4183 loss: 1.4183 2022/08/17 12:42:53 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 12:43:19 - mmengine - INFO - Epoch(train) [241][400/3757] lr: 1.0000e-04 eta: 5:11:54 time: 0.3234 data_time: 0.0191 memory: 9395 grad_norm: 9.4620 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3454 loss: 1.3454 2022/08/17 12:43:51 - mmengine - INFO - Epoch(train) [241][500/3757] lr: 1.0000e-04 eta: 5:11:23 time: 0.3311 data_time: 0.0198 memory: 9395 grad_norm: 9.0158 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1415 loss: 1.1415 2022/08/17 12:44:23 - mmengine - INFO - Epoch(train) [241][600/3757] lr: 1.0000e-04 eta: 5:10:51 time: 0.3166 data_time: 0.0178 memory: 9395 grad_norm: 8.9365 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5283 loss: 1.5283 2022/08/17 12:44:55 - mmengine - INFO - Epoch(train) [241][700/3757] lr: 1.0000e-04 eta: 5:10:20 time: 0.3158 data_time: 0.0187 memory: 9395 grad_norm: 9.0755 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2410 loss: 1.2410 2022/08/17 12:45:28 - mmengine - INFO - Epoch(train) [241][800/3757] lr: 1.0000e-04 eta: 5:09:49 time: 0.3213 data_time: 0.0186 memory: 9395 grad_norm: 9.5102 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4767 loss: 1.4767 2022/08/17 12:46:00 - mmengine - INFO - Epoch(train) [241][900/3757] lr: 1.0000e-04 eta: 5:09:18 time: 0.3182 data_time: 0.0177 memory: 9395 grad_norm: 8.6211 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1644 loss: 1.1644 2022/08/17 12:46:33 - mmengine - INFO - Epoch(train) [241][1000/3757] lr: 1.0000e-04 eta: 5:08:46 time: 0.3160 data_time: 0.0173 memory: 9395 grad_norm: 8.8891 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3804 loss: 1.3804 2022/08/17 12:47:05 - mmengine - INFO - Epoch(train) [241][1100/3757] lr: 1.0000e-04 eta: 5:08:15 time: 0.3163 data_time: 0.0180 memory: 9395 grad_norm: 9.1056 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3581 loss: 1.3581 2022/08/17 12:47:37 - mmengine - INFO - Epoch(train) [241][1200/3757] lr: 1.0000e-04 eta: 5:07:44 time: 0.3176 data_time: 0.0168 memory: 9395 grad_norm: 9.4741 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1964 loss: 1.1964 2022/08/17 12:48:10 - mmengine - INFO - Epoch(train) [241][1300/3757] lr: 1.0000e-04 eta: 5:07:13 time: 0.3298 data_time: 0.0188 memory: 9395 grad_norm: 9.1988 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.0396 loss: 1.0396 2022/08/17 12:48:17 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 12:48:42 - mmengine - INFO - Epoch(train) [241][1400/3757] lr: 1.0000e-04 eta: 5:06:41 time: 0.3175 data_time: 0.0183 memory: 9395 grad_norm: 9.0924 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1967 loss: 1.1967 2022/08/17 12:49:15 - mmengine - INFO - Epoch(train) [241][1500/3757] lr: 1.0000e-04 eta: 5:06:10 time: 0.3175 data_time: 0.0169 memory: 9395 grad_norm: 8.8062 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0153 loss: 1.0153 2022/08/17 12:49:47 - mmengine - INFO - Epoch(train) [241][1600/3757] lr: 1.0000e-04 eta: 5:05:39 time: 0.3262 data_time: 0.0189 memory: 9395 grad_norm: 9.2022 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4296 loss: 1.4296 2022/08/17 12:50:19 - mmengine - INFO - Epoch(train) [241][1700/3757] lr: 1.0000e-04 eta: 5:05:07 time: 0.3163 data_time: 0.0170 memory: 9395 grad_norm: 9.0826 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1526 loss: 1.1526 2022/08/17 12:50:51 - mmengine - INFO - Epoch(train) [241][1800/3757] lr: 1.0000e-04 eta: 5:04:36 time: 0.3217 data_time: 0.0186 memory: 9395 grad_norm: 9.0200 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0963 loss: 1.0963 2022/08/17 12:51:23 - mmengine - INFO - Epoch(train) [241][1900/3757] lr: 1.0000e-04 eta: 5:04:05 time: 0.3177 data_time: 0.0190 memory: 9395 grad_norm: 8.8279 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5396 loss: 1.5396 2022/08/17 12:51:55 - mmengine - INFO - Epoch(train) [241][2000/3757] lr: 1.0000e-04 eta: 5:03:33 time: 0.3163 data_time: 0.0173 memory: 9395 grad_norm: 9.6274 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4075 loss: 1.4075 2022/08/17 12:52:28 - mmengine - INFO - Epoch(train) [241][2100/3757] lr: 1.0000e-04 eta: 5:03:02 time: 0.3178 data_time: 0.0175 memory: 9395 grad_norm: 9.3276 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6829 loss: 1.6829 2022/08/17 12:53:00 - mmengine - INFO - Epoch(train) [241][2200/3757] lr: 1.0000e-04 eta: 5:02:31 time: 0.3327 data_time: 0.0177 memory: 9395 grad_norm: 9.2621 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.1808 loss: 1.1808 2022/08/17 12:53:32 - mmengine - INFO - Epoch(train) [241][2300/3757] lr: 1.0000e-04 eta: 5:02:00 time: 0.3200 data_time: 0.0185 memory: 9395 grad_norm: 8.8932 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4347 loss: 1.4347 2022/08/17 12:53:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 12:54:04 - mmengine - INFO - Epoch(train) [241][2400/3757] lr: 1.0000e-04 eta: 5:01:28 time: 0.3179 data_time: 0.0175 memory: 9395 grad_norm: 9.1235 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4383 loss: 1.4383 2022/08/17 12:54:36 - mmengine - INFO - Epoch(train) [241][2500/3757] lr: 1.0000e-04 eta: 5:00:57 time: 0.3273 data_time: 0.0183 memory: 9395 grad_norm: 9.0046 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3479 loss: 1.3479 2022/08/17 12:55:08 - mmengine - INFO - Epoch(train) [241][2600/3757] lr: 1.0000e-04 eta: 5:00:26 time: 0.3172 data_time: 0.0174 memory: 9395 grad_norm: 9.2714 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.1857 loss: 1.1857 2022/08/17 12:55:41 - mmengine - INFO - Epoch(train) [241][2700/3757] lr: 1.0000e-04 eta: 4:59:54 time: 0.3303 data_time: 0.0199 memory: 9395 grad_norm: 9.3540 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3166 loss: 1.3166 2022/08/17 12:56:13 - mmengine - INFO - Epoch(train) [241][2800/3757] lr: 1.0000e-04 eta: 4:59:23 time: 0.3187 data_time: 0.0175 memory: 9395 grad_norm: 9.3091 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3177 loss: 1.3177 2022/08/17 12:56:45 - mmengine - INFO - Epoch(train) [241][2900/3757] lr: 1.0000e-04 eta: 4:58:52 time: 0.3164 data_time: 0.0175 memory: 9395 grad_norm: 9.1096 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3444 loss: 1.3444 2022/08/17 12:57:17 - mmengine - INFO - Epoch(train) [241][3000/3757] lr: 1.0000e-04 eta: 4:58:20 time: 0.3181 data_time: 0.0184 memory: 9395 grad_norm: 9.1376 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2909 loss: 1.2909 2022/08/17 12:57:49 - mmengine - INFO - Epoch(train) [241][3100/3757] lr: 1.0000e-04 eta: 4:57:49 time: 0.3160 data_time: 0.0172 memory: 9395 grad_norm: 9.1149 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2767 loss: 1.2767 2022/08/17 12:58:22 - mmengine - INFO - Epoch(train) [241][3200/3757] lr: 1.0000e-04 eta: 4:57:18 time: 0.3208 data_time: 0.0190 memory: 9395 grad_norm: 9.2460 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.0991 loss: 1.0991 2022/08/17 12:58:54 - mmengine - INFO - Epoch(train) [241][3300/3757] lr: 1.0000e-04 eta: 4:56:47 time: 0.3162 data_time: 0.0169 memory: 9395 grad_norm: 8.8267 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0737 loss: 1.0737 2022/08/17 12:59:00 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 12:59:26 - mmengine - INFO - Epoch(train) [241][3400/3757] lr: 1.0000e-04 eta: 4:56:15 time: 0.3168 data_time: 0.0170 memory: 9395 grad_norm: 9.0046 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2232 loss: 1.2232 2022/08/17 12:59:58 - mmengine - INFO - Epoch(train) [241][3500/3757] lr: 1.0000e-04 eta: 4:55:44 time: 0.3225 data_time: 0.0186 memory: 9395 grad_norm: 9.1765 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1536 loss: 1.1536 2022/08/17 13:00:30 - mmengine - INFO - Epoch(train) [241][3600/3757] lr: 1.0000e-04 eta: 4:55:13 time: 0.3191 data_time: 0.0175 memory: 9395 grad_norm: 9.3087 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.3325 loss: 1.3325 2022/08/17 13:01:02 - mmengine - INFO - Epoch(train) [241][3700/3757] lr: 1.0000e-04 eta: 4:54:41 time: 0.3186 data_time: 0.0182 memory: 9395 grad_norm: 8.9716 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5011 loss: 1.5011 2022/08/17 13:01:20 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 13:01:20 - mmengine - INFO - Epoch(train) [241][3757/3757] lr: 1.0000e-04 eta: 4:54:29 time: 0.3172 data_time: 0.0197 memory: 9395 grad_norm: 9.2253 top1_acc: 0.8571 top5_acc: 1.0000 loss_cls: 1.4965 loss: 1.4965 2022/08/17 13:01:54 - mmengine - INFO - Epoch(train) [242][100/3757] lr: 1.0000e-04 eta: 4:53:52 time: 0.3170 data_time: 0.0170 memory: 9395 grad_norm: 8.7904 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2479 loss: 1.2479 2022/08/17 13:02:27 - mmengine - INFO - Epoch(train) [242][200/3757] lr: 1.0000e-04 eta: 4:53:21 time: 0.3174 data_time: 0.0169 memory: 9395 grad_norm: 9.6560 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4875 loss: 1.4875 2022/08/17 13:02:59 - mmengine - INFO - Epoch(train) [242][300/3757] lr: 1.0000e-04 eta: 4:52:49 time: 0.3182 data_time: 0.0190 memory: 9395 grad_norm: 9.0422 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4224 loss: 1.4224 2022/08/17 13:03:30 - mmengine - INFO - Epoch(train) [242][400/3757] lr: 1.0000e-04 eta: 4:52:18 time: 0.3174 data_time: 0.0189 memory: 9395 grad_norm: 8.9510 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1232 loss: 1.1232 2022/08/17 13:04:03 - mmengine - INFO - Epoch(train) [242][500/3757] lr: 1.0000e-04 eta: 4:51:47 time: 0.3243 data_time: 0.0192 memory: 9395 grad_norm: 8.9839 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.0757 loss: 1.0757 2022/08/17 13:04:23 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 13:04:35 - mmengine - INFO - Epoch(train) [242][600/3757] lr: 1.0000e-04 eta: 4:51:15 time: 0.3163 data_time: 0.0174 memory: 9395 grad_norm: 8.8087 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3654 loss: 1.3654 2022/08/17 13:05:07 - mmengine - INFO - Epoch(train) [242][700/3757] lr: 1.0000e-04 eta: 4:50:44 time: 0.3173 data_time: 0.0167 memory: 9395 grad_norm: 8.9408 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3576 loss: 1.3576 2022/08/17 13:05:39 - mmengine - INFO - Epoch(train) [242][800/3757] lr: 1.0000e-04 eta: 4:50:13 time: 0.3261 data_time: 0.0189 memory: 9395 grad_norm: 9.1464 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1924 loss: 1.1924 2022/08/17 13:06:11 - mmengine - INFO - Epoch(train) [242][900/3757] lr: 1.0000e-04 eta: 4:49:42 time: 0.3170 data_time: 0.0181 memory: 9395 grad_norm: 9.3554 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3148 loss: 1.3148 2022/08/17 13:06:44 - mmengine - INFO - Epoch(train) [242][1000/3757] lr: 1.0000e-04 eta: 4:49:10 time: 0.3177 data_time: 0.0169 memory: 9395 grad_norm: 9.1602 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4534 loss: 1.4534 2022/08/17 13:07:16 - mmengine - INFO - Epoch(train) [242][1100/3757] lr: 1.0000e-04 eta: 4:48:39 time: 0.3159 data_time: 0.0165 memory: 9395 grad_norm: 9.5034 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3697 loss: 1.3697 2022/08/17 13:07:48 - mmengine - INFO - Epoch(train) [242][1200/3757] lr: 1.0000e-04 eta: 4:48:08 time: 0.3178 data_time: 0.0175 memory: 9395 grad_norm: 9.4881 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 1.2708 loss: 1.2708 2022/08/17 13:08:20 - mmengine - INFO - Epoch(train) [242][1300/3757] lr: 1.0000e-04 eta: 4:47:36 time: 0.3242 data_time: 0.0177 memory: 9395 grad_norm: 9.5563 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4424 loss: 1.4424 2022/08/17 13:08:52 - mmengine - INFO - Epoch(train) [242][1400/3757] lr: 1.0000e-04 eta: 4:47:05 time: 0.3181 data_time: 0.0179 memory: 9395 grad_norm: 9.1916 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3498 loss: 1.3498 2022/08/17 13:09:24 - mmengine - INFO - Epoch(train) [242][1500/3757] lr: 1.0000e-04 eta: 4:46:34 time: 0.3185 data_time: 0.0165 memory: 9395 grad_norm: 9.2504 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2658 loss: 1.2658 2022/08/17 13:09:45 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 13:09:56 - mmengine - INFO - Epoch(train) [242][1600/3757] lr: 1.0000e-04 eta: 4:46:02 time: 0.3163 data_time: 0.0178 memory: 9395 grad_norm: 8.9095 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1628 loss: 1.1628 2022/08/17 13:10:28 - mmengine - INFO - Epoch(train) [242][1700/3757] lr: 1.0000e-04 eta: 4:45:31 time: 0.3177 data_time: 0.0178 memory: 9395 grad_norm: 9.0798 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6754 loss: 1.6754 2022/08/17 13:11:00 - mmengine - INFO - Epoch(train) [242][1800/3757] lr: 1.0000e-04 eta: 4:45:00 time: 0.3200 data_time: 0.0199 memory: 9395 grad_norm: 9.4606 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1787 loss: 1.1787 2022/08/17 13:11:32 - mmengine - INFO - Epoch(train) [242][1900/3757] lr: 1.0000e-04 eta: 4:44:28 time: 0.3195 data_time: 0.0198 memory: 9395 grad_norm: 9.1987 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3812 loss: 1.3812 2022/08/17 13:12:04 - mmengine - INFO - Epoch(train) [242][2000/3757] lr: 1.0000e-04 eta: 4:43:57 time: 0.3163 data_time: 0.0172 memory: 9395 grad_norm: 9.3397 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4702 loss: 1.4702 2022/08/17 13:12:37 - mmengine - INFO - Epoch(train) [242][2100/3757] lr: 1.0000e-04 eta: 4:43:26 time: 0.3161 data_time: 0.0162 memory: 9395 grad_norm: 9.1371 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5663 loss: 1.5663 2022/08/17 13:13:09 - mmengine - INFO - Epoch(train) [242][2200/3757] lr: 1.0000e-04 eta: 4:42:55 time: 0.3224 data_time: 0.0165 memory: 9395 grad_norm: 9.1682 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4067 loss: 1.4067 2022/08/17 13:13:41 - mmengine - INFO - Epoch(train) [242][2300/3757] lr: 1.0000e-04 eta: 4:42:23 time: 0.3165 data_time: 0.0167 memory: 9395 grad_norm: 9.4311 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1189 loss: 1.1189 2022/08/17 13:14:13 - mmengine - INFO - Epoch(train) [242][2400/3757] lr: 1.0000e-04 eta: 4:41:52 time: 0.3230 data_time: 0.0184 memory: 9395 grad_norm: 8.9137 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1284 loss: 1.1284 2022/08/17 13:14:45 - mmengine - INFO - Epoch(train) [242][2500/3757] lr: 1.0000e-04 eta: 4:41:21 time: 0.3191 data_time: 0.0168 memory: 9395 grad_norm: 9.1388 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2651 loss: 1.2651 2022/08/17 13:15:05 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 13:15:17 - mmengine - INFO - Epoch(train) [242][2600/3757] lr: 1.0000e-04 eta: 4:40:49 time: 0.3160 data_time: 0.0168 memory: 9395 grad_norm: 9.1145 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3927 loss: 1.3927 2022/08/17 13:15:49 - mmengine - INFO - Epoch(train) [242][2700/3757] lr: 1.0000e-04 eta: 4:40:18 time: 0.3199 data_time: 0.0165 memory: 9395 grad_norm: 9.5516 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4535 loss: 1.4535 2022/08/17 13:16:21 - mmengine - INFO - Epoch(train) [242][2800/3757] lr: 1.0000e-04 eta: 4:39:47 time: 0.3170 data_time: 0.0174 memory: 9395 grad_norm: 8.7497 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4096 loss: 1.4096 2022/08/17 13:16:53 - mmengine - INFO - Epoch(train) [242][2900/3757] lr: 1.0000e-04 eta: 4:39:15 time: 0.3193 data_time: 0.0175 memory: 9395 grad_norm: 8.7892 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1362 loss: 1.1362 2022/08/17 13:17:25 - mmengine - INFO - Epoch(train) [242][3000/3757] lr: 1.0000e-04 eta: 4:38:44 time: 0.3172 data_time: 0.0165 memory: 9395 grad_norm: 8.9508 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1753 loss: 1.1753 2022/08/17 13:17:57 - mmengine - INFO - Epoch(train) [242][3100/3757] lr: 1.0000e-04 eta: 4:38:13 time: 0.3168 data_time: 0.0174 memory: 9395 grad_norm: 9.0722 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4124 loss: 1.4124 2022/08/17 13:18:29 - mmengine - INFO - Epoch(train) [242][3200/3757] lr: 1.0000e-04 eta: 4:37:41 time: 0.3175 data_time: 0.0174 memory: 9395 grad_norm: 9.3928 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3326 loss: 1.3326 2022/08/17 13:19:01 - mmengine - INFO - Epoch(train) [242][3300/3757] lr: 1.0000e-04 eta: 4:37:10 time: 0.3203 data_time: 0.0184 memory: 9395 grad_norm: 9.1356 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4954 loss: 1.4954 2022/08/17 13:19:33 - mmengine - INFO - Epoch(train) [242][3400/3757] lr: 1.0000e-04 eta: 4:36:39 time: 0.3181 data_time: 0.0185 memory: 9395 grad_norm: 8.6613 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2886 loss: 1.2886 2022/08/17 13:20:05 - mmengine - INFO - Epoch(train) [242][3500/3757] lr: 1.0000e-04 eta: 4:36:07 time: 0.3174 data_time: 0.0170 memory: 9395 grad_norm: 9.2107 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3431 loss: 1.3431 2022/08/17 13:20:26 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 13:20:37 - mmengine - INFO - Epoch(train) [242][3600/3757] lr: 1.0000e-04 eta: 4:35:36 time: 0.3173 data_time: 0.0168 memory: 9395 grad_norm: 9.0943 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3441 loss: 1.3441 2022/08/17 13:21:10 - mmengine - INFO - Epoch(train) [242][3700/3757] lr: 1.0000e-04 eta: 4:35:05 time: 0.3178 data_time: 0.0206 memory: 9395 grad_norm: 8.9897 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3631 loss: 1.3631 2022/08/17 13:21:28 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 13:21:28 - mmengine - INFO - Epoch(train) [242][3757/3757] lr: 1.0000e-04 eta: 4:34:52 time: 0.3098 data_time: 0.0170 memory: 9395 grad_norm: 9.2767 top1_acc: 0.5714 top5_acc: 1.0000 loss_cls: 1.1432 loss: 1.1432 2022/08/17 13:22:01 - mmengine - INFO - Epoch(train) [243][100/3757] lr: 1.0000e-04 eta: 4:34:15 time: 0.3191 data_time: 0.0184 memory: 9395 grad_norm: 9.0671 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.1849 loss: 1.1849 2022/08/17 13:22:33 - mmengine - INFO - Epoch(train) [243][200/3757] lr: 1.0000e-04 eta: 4:33:44 time: 0.3211 data_time: 0.0186 memory: 9395 grad_norm: 9.1715 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2513 loss: 1.2513 2022/08/17 13:23:05 - mmengine - INFO - Epoch(train) [243][300/3757] lr: 1.0000e-04 eta: 4:33:13 time: 0.3159 data_time: 0.0164 memory: 9395 grad_norm: 9.3741 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4617 loss: 1.4617 2022/08/17 13:23:37 - mmengine - INFO - Epoch(train) [243][400/3757] lr: 1.0000e-04 eta: 4:32:42 time: 0.3158 data_time: 0.0172 memory: 9395 grad_norm: 8.9356 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3244 loss: 1.3244 2022/08/17 13:24:10 - mmengine - INFO - Epoch(train) [243][500/3757] lr: 1.0000e-04 eta: 4:32:10 time: 0.3345 data_time: 0.0186 memory: 9395 grad_norm: 9.2192 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3446 loss: 1.3446 2022/08/17 13:24:42 - mmengine - INFO - Epoch(train) [243][600/3757] lr: 1.0000e-04 eta: 4:31:39 time: 0.3178 data_time: 0.0172 memory: 9395 grad_norm: 9.2196 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2727 loss: 1.2727 2022/08/17 13:25:14 - mmengine - INFO - Epoch(train) [243][700/3757] lr: 1.0000e-04 eta: 4:31:08 time: 0.3180 data_time: 0.0172 memory: 9395 grad_norm: 9.1357 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3234 loss: 1.3234 2022/08/17 13:25:46 - mmengine - INFO - Epoch(train) [243][800/3757] lr: 1.0000e-04 eta: 4:30:36 time: 0.3175 data_time: 0.0166 memory: 9395 grad_norm: 9.5923 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4070 loss: 1.4070 2022/08/17 13:25:48 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 13:26:18 - mmengine - INFO - Epoch(train) [243][900/3757] lr: 1.0000e-04 eta: 4:30:05 time: 0.3154 data_time: 0.0169 memory: 9395 grad_norm: 9.2662 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3157 loss: 1.3157 2022/08/17 13:26:50 - mmengine - INFO - Epoch(train) [243][1000/3757] lr: 1.0000e-04 eta: 4:29:34 time: 0.3181 data_time: 0.0184 memory: 9395 grad_norm: 9.0835 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3344 loss: 1.3344 2022/08/17 13:27:22 - mmengine - INFO - Epoch(train) [243][1100/3757] lr: 1.0000e-04 eta: 4:29:02 time: 0.3234 data_time: 0.0182 memory: 9395 grad_norm: 8.8211 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.2395 loss: 1.2395 2022/08/17 13:27:54 - mmengine - INFO - Epoch(train) [243][1200/3757] lr: 1.0000e-04 eta: 4:28:31 time: 0.3181 data_time: 0.0171 memory: 9395 grad_norm: 9.2329 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3118 loss: 1.3118 2022/08/17 13:28:26 - mmengine - INFO - Epoch(train) [243][1300/3757] lr: 1.0000e-04 eta: 4:28:00 time: 0.3163 data_time: 0.0176 memory: 9395 grad_norm: 8.9707 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2293 loss: 1.2293 2022/08/17 13:28:58 - mmengine - INFO - Epoch(train) [243][1400/3757] lr: 1.0000e-04 eta: 4:27:28 time: 0.3162 data_time: 0.0163 memory: 9395 grad_norm: 9.1666 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3316 loss: 1.3316 2022/08/17 13:29:30 - mmengine - INFO - Epoch(train) [243][1500/3757] lr: 1.0000e-04 eta: 4:26:57 time: 0.3173 data_time: 0.0186 memory: 9395 grad_norm: 9.2693 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3229 loss: 1.3229 2022/08/17 13:30:03 - mmengine - INFO - Epoch(train) [243][1600/3757] lr: 1.0000e-04 eta: 4:26:26 time: 0.3253 data_time: 0.0186 memory: 9395 grad_norm: 9.7556 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4709 loss: 1.4709 2022/08/17 13:30:35 - mmengine - INFO - Epoch(train) [243][1700/3757] lr: 1.0000e-04 eta: 4:25:54 time: 0.3189 data_time: 0.0176 memory: 9395 grad_norm: 9.0015 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5144 loss: 1.5144 2022/08/17 13:31:07 - mmengine - INFO - Epoch(train) [243][1800/3757] lr: 1.0000e-04 eta: 4:25:23 time: 0.3158 data_time: 0.0167 memory: 9395 grad_norm: 9.2231 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2983 loss: 1.2983 2022/08/17 13:31:09 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 13:31:39 - mmengine - INFO - Epoch(train) [243][1900/3757] lr: 1.0000e-04 eta: 4:24:52 time: 0.3156 data_time: 0.0169 memory: 9395 grad_norm: 9.3904 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4057 loss: 1.4057 2022/08/17 13:32:11 - mmengine - INFO - Epoch(train) [243][2000/3757] lr: 1.0000e-04 eta: 4:24:21 time: 0.3182 data_time: 0.0177 memory: 9395 grad_norm: 9.3562 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3378 loss: 1.3378 2022/08/17 13:32:43 - mmengine - INFO - Epoch(train) [243][2100/3757] lr: 1.0000e-04 eta: 4:23:49 time: 0.3217 data_time: 0.0188 memory: 9395 grad_norm: 9.5969 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4663 loss: 1.4663 2022/08/17 13:33:16 - mmengine - INFO - Epoch(train) [243][2200/3757] lr: 1.0000e-04 eta: 4:23:18 time: 0.3168 data_time: 0.0197 memory: 9395 grad_norm: 9.3901 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5467 loss: 1.5467 2022/08/17 13:33:48 - mmengine - INFO - Epoch(train) [243][2300/3757] lr: 1.0000e-04 eta: 4:22:47 time: 0.3161 data_time: 0.0175 memory: 9395 grad_norm: 8.9073 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4714 loss: 1.4714 2022/08/17 13:34:20 - mmengine - INFO - Epoch(train) [243][2400/3757] lr: 1.0000e-04 eta: 4:22:15 time: 0.3212 data_time: 0.0182 memory: 9395 grad_norm: 9.3071 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2748 loss: 1.2748 2022/08/17 13:34:52 - mmengine - INFO - Epoch(train) [243][2500/3757] lr: 1.0000e-04 eta: 4:21:44 time: 0.3259 data_time: 0.0188 memory: 9395 grad_norm: 9.0710 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4965 loss: 1.4965 2022/08/17 13:35:25 - mmengine - INFO - Epoch(train) [243][2600/3757] lr: 1.0000e-04 eta: 4:21:13 time: 0.3167 data_time: 0.0174 memory: 9395 grad_norm: 9.4835 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4479 loss: 1.4479 2022/08/17 13:35:57 - mmengine - INFO - Epoch(train) [243][2700/3757] lr: 1.0000e-04 eta: 4:20:41 time: 0.3160 data_time: 0.0169 memory: 9395 grad_norm: 9.0259 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.3498 loss: 1.3498 2022/08/17 13:36:29 - mmengine - INFO - Epoch(train) [243][2800/3757] lr: 1.0000e-04 eta: 4:20:10 time: 0.3157 data_time: 0.0170 memory: 9395 grad_norm: 9.2279 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.0388 loss: 1.0388 2022/08/17 13:36:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 13:37:01 - mmengine - INFO - Epoch(train) [243][2900/3757] lr: 1.0000e-04 eta: 4:19:39 time: 0.3159 data_time: 0.0172 memory: 9395 grad_norm: 9.4281 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2358 loss: 1.2358 2022/08/17 13:37:33 - mmengine - INFO - Epoch(train) [243][3000/3757] lr: 1.0000e-04 eta: 4:19:07 time: 0.3241 data_time: 0.0168 memory: 9395 grad_norm: 9.1402 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2028 loss: 1.2028 2022/08/17 13:38:06 - mmengine - INFO - Epoch(train) [243][3100/3757] lr: 1.0000e-04 eta: 4:18:36 time: 0.3170 data_time: 0.0172 memory: 9395 grad_norm: 9.3589 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.1807 loss: 1.1807 2022/08/17 13:38:38 - mmengine - INFO - Epoch(train) [243][3200/3757] lr: 1.0000e-04 eta: 4:18:05 time: 0.3165 data_time: 0.0174 memory: 9395 grad_norm: 9.1030 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3316 loss: 1.3316 2022/08/17 13:39:10 - mmengine - INFO - Epoch(train) [243][3300/3757] lr: 1.0000e-04 eta: 4:17:34 time: 0.3162 data_time: 0.0191 memory: 9395 grad_norm: 9.1214 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4411 loss: 1.4411 2022/08/17 13:39:42 - mmengine - INFO - Epoch(train) [243][3400/3757] lr: 1.0000e-04 eta: 4:17:02 time: 0.3185 data_time: 0.0165 memory: 9395 grad_norm: 9.1425 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4290 loss: 1.4290 2022/08/17 13:40:14 - mmengine - INFO - Epoch(train) [243][3500/3757] lr: 1.0000e-04 eta: 4:16:31 time: 0.3201 data_time: 0.0184 memory: 9395 grad_norm: 8.9940 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9655 loss: 0.9655 2022/08/17 13:40:46 - mmengine - INFO - Epoch(train) [243][3600/3757] lr: 1.0000e-04 eta: 4:16:00 time: 0.3181 data_time: 0.0171 memory: 9395 grad_norm: 9.0990 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4100 loss: 1.4100 2022/08/17 13:41:18 - mmengine - INFO - Epoch(train) [243][3700/3757] lr: 1.0000e-04 eta: 4:15:28 time: 0.3181 data_time: 0.0168 memory: 9395 grad_norm: 9.1929 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1113 loss: 1.1113 2022/08/17 13:41:36 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 13:41:36 - mmengine - INFO - Epoch(train) [243][3757/3757] lr: 1.0000e-04 eta: 4:15:16 time: 0.3133 data_time: 0.0174 memory: 9395 grad_norm: 9.7451 top1_acc: 0.7143 top5_acc: 0.7143 loss_cls: 1.4728 loss: 1.4728 2022/08/17 13:41:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 13:42:10 - mmengine - INFO - Epoch(train) [244][100/3757] lr: 1.0000e-04 eta: 4:14:39 time: 0.3168 data_time: 0.0170 memory: 9395 grad_norm: 9.4091 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4530 loss: 1.4530 2022/08/17 13:42:42 - mmengine - INFO - Epoch(train) [244][200/3757] lr: 1.0000e-04 eta: 4:14:08 time: 0.3194 data_time: 0.0176 memory: 9395 grad_norm: 9.0940 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2299 loss: 1.2299 2022/08/17 13:43:15 - mmengine - INFO - Epoch(train) [244][300/3757] lr: 1.0000e-04 eta: 4:13:36 time: 0.3284 data_time: 0.0189 memory: 9395 grad_norm: 9.1857 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3060 loss: 1.3060 2022/08/17 13:43:47 - mmengine - INFO - Epoch(train) [244][400/3757] lr: 1.0000e-04 eta: 4:13:05 time: 0.3233 data_time: 0.0168 memory: 9395 grad_norm: 9.1603 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4246 loss: 1.4246 2022/08/17 13:44:19 - mmengine - INFO - Epoch(train) [244][500/3757] lr: 1.0000e-04 eta: 4:12:34 time: 0.3179 data_time: 0.0173 memory: 9395 grad_norm: 8.9459 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1158 loss: 1.1158 2022/08/17 13:44:51 - mmengine - INFO - Epoch(train) [244][600/3757] lr: 1.0000e-04 eta: 4:12:02 time: 0.3290 data_time: 0.0202 memory: 9395 grad_norm: 9.1267 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0919 loss: 1.0919 2022/08/17 13:45:23 - mmengine - INFO - Epoch(train) [244][700/3757] lr: 1.0000e-04 eta: 4:11:31 time: 0.3178 data_time: 0.0174 memory: 9395 grad_norm: 8.9682 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2728 loss: 1.2728 2022/08/17 13:45:55 - mmengine - INFO - Epoch(train) [244][800/3757] lr: 1.0000e-04 eta: 4:11:00 time: 0.3224 data_time: 0.0196 memory: 9395 grad_norm: 9.1732 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4346 loss: 1.4346 2022/08/17 13:46:28 - mmengine - INFO - Epoch(train) [244][900/3757] lr: 1.0000e-04 eta: 4:10:28 time: 0.3178 data_time: 0.0187 memory: 9395 grad_norm: 8.9658 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3125 loss: 1.3125 2022/08/17 13:47:00 - mmengine - INFO - Epoch(train) [244][1000/3757] lr: 1.0000e-04 eta: 4:09:57 time: 0.3178 data_time: 0.0178 memory: 9395 grad_norm: 9.0090 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5065 loss: 1.5065 2022/08/17 13:47:16 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 13:47:32 - mmengine - INFO - Epoch(train) [244][1100/3757] lr: 1.0000e-04 eta: 4:09:26 time: 0.3209 data_time: 0.0186 memory: 9395 grad_norm: 9.3223 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3447 loss: 1.3447 2022/08/17 13:48:04 - mmengine - INFO - Epoch(train) [244][1200/3757] lr: 1.0000e-04 eta: 4:08:54 time: 0.3173 data_time: 0.0183 memory: 9395 grad_norm: 8.9951 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.1546 loss: 1.1546 2022/08/17 13:48:36 - mmengine - INFO - Epoch(train) [244][1300/3757] lr: 1.0000e-04 eta: 4:08:23 time: 0.3239 data_time: 0.0212 memory: 9395 grad_norm: 9.1302 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4176 loss: 1.4176 2022/08/17 13:49:08 - mmengine - INFO - Epoch(train) [244][1400/3757] lr: 1.0000e-04 eta: 4:07:52 time: 0.3177 data_time: 0.0182 memory: 9395 grad_norm: 9.1408 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3378 loss: 1.3378 2022/08/17 13:49:40 - mmengine - INFO - Epoch(train) [244][1500/3757] lr: 1.0000e-04 eta: 4:07:21 time: 0.3168 data_time: 0.0169 memory: 9395 grad_norm: 9.2198 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2329 loss: 1.2329 2022/08/17 13:50:12 - mmengine - INFO - Epoch(train) [244][1600/3757] lr: 1.0000e-04 eta: 4:06:49 time: 0.3254 data_time: 0.0190 memory: 9395 grad_norm: 9.3283 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0237 loss: 1.0237 2022/08/17 13:50:44 - mmengine - INFO - Epoch(train) [244][1700/3757] lr: 1.0000e-04 eta: 4:06:18 time: 0.3173 data_time: 0.0175 memory: 9395 grad_norm: 9.0164 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3767 loss: 1.3767 2022/08/17 13:51:17 - mmengine - INFO - Epoch(train) [244][1800/3757] lr: 1.0000e-04 eta: 4:05:47 time: 0.3257 data_time: 0.0180 memory: 9395 grad_norm: 9.3253 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.2958 loss: 1.2958 2022/08/17 13:51:49 - mmengine - INFO - Epoch(train) [244][1900/3757] lr: 1.0000e-04 eta: 4:05:15 time: 0.3181 data_time: 0.0178 memory: 9395 grad_norm: 9.4535 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6717 loss: 1.6717 2022/08/17 13:52:21 - mmengine - INFO - Epoch(train) [244][2000/3757] lr: 1.0000e-04 eta: 4:04:44 time: 0.3170 data_time: 0.0173 memory: 9395 grad_norm: 9.2737 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4184 loss: 1.4184 2022/08/17 13:52:37 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 13:52:54 - mmengine - INFO - Epoch(train) [244][2100/3757] lr: 1.0000e-04 eta: 4:04:13 time: 0.3271 data_time: 0.0193 memory: 9395 grad_norm: 9.1448 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1662 loss: 1.1662 2022/08/17 13:53:26 - mmengine - INFO - Epoch(train) [244][2200/3757] lr: 1.0000e-04 eta: 4:03:41 time: 0.3222 data_time: 0.0194 memory: 9395 grad_norm: 8.7271 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1267 loss: 1.1267 2022/08/17 13:53:58 - mmengine - INFO - Epoch(train) [244][2300/3757] lr: 1.0000e-04 eta: 4:03:10 time: 0.3186 data_time: 0.0207 memory: 9395 grad_norm: 9.1245 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3679 loss: 1.3679 2022/08/17 13:54:30 - mmengine - INFO - Epoch(train) [244][2400/3757] lr: 1.0000e-04 eta: 4:02:39 time: 0.3183 data_time: 0.0175 memory: 9395 grad_norm: 9.5131 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4123 loss: 1.4123 2022/08/17 13:55:03 - mmengine - INFO - Epoch(train) [244][2500/3757] lr: 1.0000e-04 eta: 4:02:07 time: 0.3277 data_time: 0.0191 memory: 9395 grad_norm: 8.9234 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0156 loss: 1.0156 2022/08/17 13:55:35 - mmengine - INFO - Epoch(train) [244][2600/3757] lr: 1.0000e-04 eta: 4:01:36 time: 0.3175 data_time: 0.0173 memory: 9395 grad_norm: 9.3742 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1673 loss: 1.1673 2022/08/17 13:56:08 - mmengine - INFO - Epoch(train) [244][2700/3757] lr: 1.0000e-04 eta: 4:01:05 time: 0.3275 data_time: 0.0165 memory: 9395 grad_norm: 9.1499 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.2809 loss: 1.2809 2022/08/17 13:56:40 - mmengine - INFO - Epoch(train) [244][2800/3757] lr: 1.0000e-04 eta: 4:00:34 time: 0.3171 data_time: 0.0170 memory: 9395 grad_norm: 9.2141 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.0833 loss: 1.0833 2022/08/17 13:57:13 - mmengine - INFO - Epoch(train) [244][2900/3757] lr: 1.0000e-04 eta: 4:00:02 time: 0.3178 data_time: 0.0177 memory: 9395 grad_norm: 9.1996 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 0.9476 loss: 0.9476 2022/08/17 13:57:45 - mmengine - INFO - Epoch(train) [244][3000/3757] lr: 1.0000e-04 eta: 3:59:31 time: 0.3181 data_time: 0.0188 memory: 9395 grad_norm: 8.9763 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.2923 loss: 1.2923 2022/08/17 13:58:00 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 13:58:17 - mmengine - INFO - Epoch(train) [244][3100/3757] lr: 1.0000e-04 eta: 3:59:00 time: 0.3256 data_time: 0.0187 memory: 9395 grad_norm: 9.0619 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.1474 loss: 1.1474 2022/08/17 13:58:49 - mmengine - INFO - Epoch(train) [244][3200/3757] lr: 1.0000e-04 eta: 3:58:28 time: 0.3173 data_time: 0.0174 memory: 9395 grad_norm: 9.3571 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.3338 loss: 1.3338 2022/08/17 13:59:22 - mmengine - INFO - Epoch(train) [244][3300/3757] lr: 1.0000e-04 eta: 3:57:57 time: 0.3170 data_time: 0.0182 memory: 9395 grad_norm: 8.9622 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.4984 loss: 1.4984 2022/08/17 13:59:54 - mmengine - INFO - Epoch(train) [244][3400/3757] lr: 1.0000e-04 eta: 3:57:26 time: 0.3336 data_time: 0.0187 memory: 9395 grad_norm: 9.0762 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4223 loss: 1.4223 2022/08/17 14:00:27 - mmengine - INFO - Epoch(train) [244][3500/3757] lr: 1.0000e-04 eta: 3:56:54 time: 0.3162 data_time: 0.0174 memory: 9395 grad_norm: 9.2055 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2163 loss: 1.2163 2022/08/17 14:00:59 - mmengine - INFO - Epoch(train) [244][3600/3757] lr: 1.0000e-04 eta: 3:56:23 time: 0.3189 data_time: 0.0176 memory: 9395 grad_norm: 9.2985 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3317 loss: 1.3317 2022/08/17 14:01:31 - mmengine - INFO - Epoch(train) [244][3700/3757] lr: 1.0000e-04 eta: 3:55:52 time: 0.3185 data_time: 0.0170 memory: 9395 grad_norm: 9.5015 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5108 loss: 1.5108 2022/08/17 14:01:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 14:01:49 - mmengine - INFO - Epoch(train) [244][3757/3757] lr: 1.0000e-04 eta: 3:55:39 time: 0.3104 data_time: 0.0176 memory: 9395 grad_norm: 9.2205 top1_acc: 0.7143 top5_acc: 1.0000 loss_cls: 1.5411 loss: 1.5411 2022/08/17 14:01:50 - mmengine - INFO - Saving checkpoint at 244 epochs 2022/08/17 14:02:25 - mmengine - INFO - Epoch(train) [245][100/3757] lr: 1.0000e-04 eta: 3:55:02 time: 0.3222 data_time: 0.0189 memory: 9395 grad_norm: 9.3219 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3999 loss: 1.3999 2022/08/17 14:02:57 - mmengine - INFO - Epoch(train) [245][200/3757] lr: 1.0000e-04 eta: 3:54:31 time: 0.3174 data_time: 0.0168 memory: 9395 grad_norm: 9.1942 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4420 loss: 1.4420 2022/08/17 14:03:26 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 14:03:29 - mmengine - INFO - Epoch(train) [245][300/3757] lr: 1.0000e-04 eta: 3:54:00 time: 0.3195 data_time: 0.0181 memory: 9395 grad_norm: 9.2877 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4594 loss: 1.4594 2022/08/17 14:04:01 - mmengine - INFO - Epoch(train) [245][400/3757] lr: 1.0000e-04 eta: 3:53:28 time: 0.3175 data_time: 0.0166 memory: 9395 grad_norm: 9.5484 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3509 loss: 1.3509 2022/08/17 14:04:33 - mmengine - INFO - Epoch(train) [245][500/3757] lr: 1.0000e-04 eta: 3:52:57 time: 0.3180 data_time: 0.0172 memory: 9395 grad_norm: 9.3563 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5753 loss: 1.5753 2022/08/17 14:05:05 - mmengine - INFO - Epoch(train) [245][600/3757] lr: 1.0000e-04 eta: 3:52:26 time: 0.3249 data_time: 0.0181 memory: 9395 grad_norm: 9.1426 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3465 loss: 1.3465 2022/08/17 14:05:37 - mmengine - INFO - Epoch(train) [245][700/3757] lr: 1.0000e-04 eta: 3:51:54 time: 0.3182 data_time: 0.0170 memory: 9395 grad_norm: 9.2557 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2118 loss: 1.2118 2022/08/17 14:06:10 - mmengine - INFO - Epoch(train) [245][800/3757] lr: 1.0000e-04 eta: 3:51:23 time: 0.3166 data_time: 0.0186 memory: 9395 grad_norm: 9.5538 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3976 loss: 1.3976 2022/08/17 14:06:42 - mmengine - INFO - Epoch(train) [245][900/3757] lr: 1.0000e-04 eta: 3:50:52 time: 0.3167 data_time: 0.0175 memory: 9395 grad_norm: 9.2336 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3083 loss: 1.3083 2022/08/17 14:07:14 - mmengine - INFO - Epoch(train) [245][1000/3757] lr: 1.0000e-04 eta: 3:50:21 time: 0.3177 data_time: 0.0193 memory: 9395 grad_norm: 9.0900 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4096 loss: 1.4096 2022/08/17 14:07:46 - mmengine - INFO - Epoch(train) [245][1100/3757] lr: 1.0000e-04 eta: 3:49:49 time: 0.3202 data_time: 0.0173 memory: 9395 grad_norm: 9.4305 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5649 loss: 1.5649 2022/08/17 14:08:18 - mmengine - INFO - Epoch(train) [245][1200/3757] lr: 1.0000e-04 eta: 3:49:18 time: 0.3223 data_time: 0.0225 memory: 9395 grad_norm: 8.9046 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5069 loss: 1.5069 2022/08/17 14:08:48 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 14:08:50 - mmengine - INFO - Epoch(train) [245][1300/3757] lr: 1.0000e-04 eta: 3:48:47 time: 0.3183 data_time: 0.0208 memory: 9395 grad_norm: 9.4102 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.1398 loss: 1.1398 2022/08/17 14:09:23 - mmengine - INFO - Epoch(train) [245][1400/3757] lr: 1.0000e-04 eta: 3:48:15 time: 0.3176 data_time: 0.0178 memory: 9395 grad_norm: 9.4305 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3216 loss: 1.3216 2022/08/17 14:09:55 - mmengine - INFO - Epoch(train) [245][1500/3757] lr: 1.0000e-04 eta: 3:47:44 time: 0.3253 data_time: 0.0171 memory: 9395 grad_norm: 9.4700 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6895 loss: 1.6895 2022/08/17 14:10:27 - mmengine - INFO - Epoch(train) [245][1600/3757] lr: 1.0000e-04 eta: 3:47:13 time: 0.3168 data_time: 0.0185 memory: 9395 grad_norm: 9.7274 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4522 loss: 1.4522 2022/08/17 14:10:59 - mmengine - INFO - Epoch(train) [245][1700/3757] lr: 1.0000e-04 eta: 3:46:41 time: 0.3303 data_time: 0.0212 memory: 9395 grad_norm: 9.4565 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3981 loss: 1.3981 2022/08/17 14:11:31 - mmengine - INFO - Epoch(train) [245][1800/3757] lr: 1.0000e-04 eta: 3:46:10 time: 0.3198 data_time: 0.0174 memory: 9395 grad_norm: 9.4083 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2594 loss: 1.2594 2022/08/17 14:12:04 - mmengine - INFO - Epoch(train) [245][1900/3757] lr: 1.0000e-04 eta: 3:45:39 time: 0.3184 data_time: 0.0188 memory: 9395 grad_norm: 9.1916 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.0751 loss: 1.0751 2022/08/17 14:12:36 - mmengine - INFO - Epoch(train) [245][2000/3757] lr: 1.0000e-04 eta: 3:45:07 time: 0.3208 data_time: 0.0198 memory: 9395 grad_norm: 9.0418 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3095 loss: 1.3095 2022/08/17 14:13:08 - mmengine - INFO - Epoch(train) [245][2100/3757] lr: 1.0000e-04 eta: 3:44:36 time: 0.3175 data_time: 0.0172 memory: 9395 grad_norm: 9.4725 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2402 loss: 1.2402 2022/08/17 14:13:40 - mmengine - INFO - Epoch(train) [245][2200/3757] lr: 1.0000e-04 eta: 3:44:05 time: 0.3292 data_time: 0.0187 memory: 9395 grad_norm: 9.2944 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.2685 loss: 1.2685 2022/08/17 14:14:09 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 14:14:12 - mmengine - INFO - Epoch(train) [245][2300/3757] lr: 1.0000e-04 eta: 3:43:33 time: 0.3175 data_time: 0.0169 memory: 9395 grad_norm: 9.4770 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4754 loss: 1.4754 2022/08/17 14:14:44 - mmengine - INFO - Epoch(train) [245][2400/3757] lr: 1.0000e-04 eta: 3:43:02 time: 0.3172 data_time: 0.0172 memory: 9395 grad_norm: 8.6621 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3705 loss: 1.3705 2022/08/17 14:15:16 - mmengine - INFO - Epoch(train) [245][2500/3757] lr: 1.0000e-04 eta: 3:42:31 time: 0.3207 data_time: 0.0186 memory: 9395 grad_norm: 9.3407 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9513 loss: 0.9513 2022/08/17 14:15:48 - mmengine - INFO - Epoch(train) [245][2600/3757] lr: 1.0000e-04 eta: 3:41:59 time: 0.3167 data_time: 0.0170 memory: 9395 grad_norm: 9.2323 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1925 loss: 1.1925 2022/08/17 14:16:21 - mmengine - INFO - Epoch(train) [245][2700/3757] lr: 1.0000e-04 eta: 3:41:28 time: 0.3152 data_time: 0.0170 memory: 9395 grad_norm: 9.0332 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0757 loss: 1.0757 2022/08/17 14:16:53 - mmengine - INFO - Epoch(train) [245][2800/3757] lr: 1.0000e-04 eta: 3:40:57 time: 0.3168 data_time: 0.0181 memory: 9395 grad_norm: 9.3461 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2290 loss: 1.2290 2022/08/17 14:17:26 - mmengine - INFO - Epoch(train) [245][2900/3757] lr: 1.0000e-04 eta: 3:40:25 time: 0.3210 data_time: 0.0191 memory: 9395 grad_norm: 9.3331 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3369 loss: 1.3369 2022/08/17 14:17:59 - mmengine - INFO - Epoch(train) [245][3000/3757] lr: 1.0000e-04 eta: 3:39:54 time: 0.3305 data_time: 0.0183 memory: 9395 grad_norm: 9.3375 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0923 loss: 1.0923 2022/08/17 14:18:32 - mmengine - INFO - Epoch(train) [245][3100/3757] lr: 1.0000e-04 eta: 3:39:23 time: 0.3156 data_time: 0.0172 memory: 9395 grad_norm: 9.2694 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5120 loss: 1.5120 2022/08/17 14:19:04 - mmengine - INFO - Epoch(train) [245][3200/3757] lr: 1.0000e-04 eta: 3:38:52 time: 0.3193 data_time: 0.0190 memory: 9395 grad_norm: 9.4122 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5769 loss: 1.5769 2022/08/17 14:19:34 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 14:19:37 - mmengine - INFO - Epoch(train) [245][3300/3757] lr: 1.0000e-04 eta: 3:38:20 time: 0.3249 data_time: 0.0197 memory: 9395 grad_norm: 8.9260 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2254 loss: 1.2254 2022/08/17 14:20:09 - mmengine - INFO - Epoch(train) [245][3400/3757] lr: 1.0000e-04 eta: 3:37:49 time: 0.3176 data_time: 0.0169 memory: 9395 grad_norm: 9.3125 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1763 loss: 1.1763 2022/08/17 14:20:41 - mmengine - INFO - Epoch(train) [245][3500/3757] lr: 1.0000e-04 eta: 3:37:18 time: 0.3180 data_time: 0.0170 memory: 9395 grad_norm: 8.7283 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3141 loss: 1.3141 2022/08/17 14:21:13 - mmengine - INFO - Epoch(train) [245][3600/3757] lr: 1.0000e-04 eta: 3:36:46 time: 0.3189 data_time: 0.0190 memory: 9395 grad_norm: 9.4021 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3971 loss: 1.3971 2022/08/17 14:21:46 - mmengine - INFO - Epoch(train) [245][3700/3757] lr: 1.0000e-04 eta: 3:36:15 time: 0.3190 data_time: 0.0198 memory: 9395 grad_norm: 8.6017 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2498 loss: 1.2498 2022/08/17 14:22:04 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 14:22:04 - mmengine - INFO - Epoch(train) [245][3757/3757] lr: 1.0000e-04 eta: 3:36:02 time: 0.3101 data_time: 0.0165 memory: 9395 grad_norm: 9.0214 top1_acc: 0.5714 top5_acc: 1.0000 loss_cls: 1.4643 loss: 1.4643 2022/08/17 14:22:22 - mmengine - INFO - Epoch(val) [245][100/310] eta: 0:00:35 time: 0.1707 data_time: 0.0727 memory: 1523 2022/08/17 14:22:39 - mmengine - INFO - Epoch(val) [245][200/310] eta: 0:00:16 time: 0.1504 data_time: 0.0534 memory: 1523 2022/08/17 14:22:56 - mmengine - INFO - Epoch(val) [245][300/310] eta: 0:00:01 time: 0.1668 data_time: 0.0701 memory: 1523 2022/08/17 14:23:00 - mmengine - INFO - Epoch(val) [245][310/310] acc/top1: 0.6932 acc/top5: 0.8856 acc/mean1: 0.6932 2022/08/17 14:23:00 - mmengine - INFO - The previous best checkpoint /mnt/lustre/daiwenxun/X/mmaction2/work_dirs/slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr/best_acc/top1_epoch_211.pth is removed 2022/08/17 14:23:02 - mmengine - INFO - The best checkpoint with 0.6932 acc/top1 at 246 epoch is saved to best_acc/top1_epoch_246.pth. 2022/08/17 14:23:36 - mmengine - INFO - Epoch(train) [246][100/3757] lr: 1.0000e-04 eta: 3:35:26 time: 0.3653 data_time: 0.0178 memory: 9395 grad_norm: 9.0187 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0224 loss: 1.0224 2022/08/17 14:24:08 - mmengine - INFO - Epoch(train) [246][200/3757] lr: 1.0000e-04 eta: 3:34:54 time: 0.3151 data_time: 0.0166 memory: 9395 grad_norm: 9.3329 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4009 loss: 1.4009 2022/08/17 14:24:40 - mmengine - INFO - Epoch(train) [246][300/3757] lr: 1.0000e-04 eta: 3:34:23 time: 0.3189 data_time: 0.0184 memory: 9395 grad_norm: 8.9155 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2108 loss: 1.2108 2022/08/17 14:25:12 - mmengine - INFO - Epoch(train) [246][400/3757] lr: 1.0000e-04 eta: 3:33:52 time: 0.3162 data_time: 0.0165 memory: 9395 grad_norm: 9.4342 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3296 loss: 1.3296 2022/08/17 14:25:44 - mmengine - INFO - Epoch(train) [246][500/3757] lr: 1.0000e-04 eta: 3:33:20 time: 0.3155 data_time: 0.0169 memory: 9395 grad_norm: 9.4701 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3762 loss: 1.3762 2022/08/17 14:25:56 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 14:26:16 - mmengine - INFO - Epoch(train) [246][600/3757] lr: 1.0000e-04 eta: 3:32:49 time: 0.3193 data_time: 0.0167 memory: 9395 grad_norm: 9.4052 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.1707 loss: 1.1707 2022/08/17 14:26:49 - mmengine - INFO - Epoch(train) [246][700/3757] lr: 1.0000e-04 eta: 3:32:18 time: 0.3188 data_time: 0.0173 memory: 9395 grad_norm: 9.4988 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8061 loss: 1.8061 2022/08/17 14:27:21 - mmengine - INFO - Epoch(train) [246][800/3757] lr: 1.0000e-04 eta: 3:31:46 time: 0.3206 data_time: 0.0192 memory: 9395 grad_norm: 9.1634 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.3589 loss: 1.3589 2022/08/17 14:27:53 - mmengine - INFO - Epoch(train) [246][900/3757] lr: 1.0000e-04 eta: 3:31:15 time: 0.3161 data_time: 0.0178 memory: 9395 grad_norm: 9.1410 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4976 loss: 1.4976 2022/08/17 14:28:25 - mmengine - INFO - Epoch(train) [246][1000/3757] lr: 1.0000e-04 eta: 3:30:44 time: 0.3191 data_time: 0.0175 memory: 9395 grad_norm: 9.6110 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3639 loss: 1.3639 2022/08/17 14:28:58 - mmengine - INFO - Epoch(train) [246][1100/3757] lr: 1.0000e-04 eta: 3:30:12 time: 0.3247 data_time: 0.0182 memory: 9395 grad_norm: 9.1780 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2605 loss: 1.2605 2022/08/17 14:29:30 - mmengine - INFO - Epoch(train) [246][1200/3757] lr: 1.0000e-04 eta: 3:29:41 time: 0.3165 data_time: 0.0170 memory: 9395 grad_norm: 9.1823 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3552 loss: 1.3552 2022/08/17 14:30:02 - mmengine - INFO - Epoch(train) [246][1300/3757] lr: 1.0000e-04 eta: 3:29:10 time: 0.3171 data_time: 0.0172 memory: 9395 grad_norm: 9.7125 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1057 loss: 1.1057 2022/08/17 14:30:34 - mmengine - INFO - Epoch(train) [246][1400/3757] lr: 1.0000e-04 eta: 3:28:38 time: 0.3169 data_time: 0.0189 memory: 9395 grad_norm: 9.1962 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0993 loss: 1.0993 2022/08/17 14:31:07 - mmengine - INFO - Epoch(train) [246][1500/3757] lr: 1.0000e-04 eta: 3:28:07 time: 0.3171 data_time: 0.0185 memory: 9395 grad_norm: 9.2798 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2223 loss: 1.2223 2022/08/17 14:31:18 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 14:31:39 - mmengine - INFO - Epoch(train) [246][1600/3757] lr: 1.0000e-04 eta: 3:27:36 time: 0.3203 data_time: 0.0211 memory: 9395 grad_norm: 9.4007 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2844 loss: 1.2844 2022/08/17 14:32:11 - mmengine - INFO - Epoch(train) [246][1700/3757] lr: 1.0000e-04 eta: 3:27:04 time: 0.3183 data_time: 0.0172 memory: 9395 grad_norm: 9.1668 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3267 loss: 1.3267 2022/08/17 14:32:43 - mmengine - INFO - Epoch(train) [246][1800/3757] lr: 1.0000e-04 eta: 3:26:33 time: 0.3194 data_time: 0.0192 memory: 9395 grad_norm: 9.3339 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5499 loss: 1.5499 2022/08/17 14:33:15 - mmengine - INFO - Epoch(train) [246][1900/3757] lr: 1.0000e-04 eta: 3:26:02 time: 0.3186 data_time: 0.0168 memory: 9395 grad_norm: 9.3140 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1973 loss: 1.1973 2022/08/17 14:33:47 - mmengine - INFO - Epoch(train) [246][2000/3757] lr: 1.0000e-04 eta: 3:25:30 time: 0.3192 data_time: 0.0186 memory: 9395 grad_norm: 9.6607 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4808 loss: 1.4808 2022/08/17 14:34:19 - mmengine - INFO - Epoch(train) [246][2100/3757] lr: 1.0000e-04 eta: 3:24:59 time: 0.3186 data_time: 0.0182 memory: 9395 grad_norm: 8.9611 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2908 loss: 1.2908 2022/08/17 14:34:51 - mmengine - INFO - Epoch(train) [246][2200/3757] lr: 1.0000e-04 eta: 3:24:28 time: 0.3164 data_time: 0.0173 memory: 9395 grad_norm: 8.9762 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1880 loss: 1.1880 2022/08/17 14:35:23 - mmengine - INFO - Epoch(train) [246][2300/3757] lr: 1.0000e-04 eta: 3:23:56 time: 0.3170 data_time: 0.0171 memory: 9395 grad_norm: 9.4411 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4735 loss: 1.4735 2022/08/17 14:35:55 - mmengine - INFO - Epoch(train) [246][2400/3757] lr: 1.0000e-04 eta: 3:23:25 time: 0.3168 data_time: 0.0176 memory: 9395 grad_norm: 8.7282 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4375 loss: 1.4375 2022/08/17 14:36:28 - mmengine - INFO - Epoch(train) [246][2500/3757] lr: 1.0000e-04 eta: 3:22:54 time: 0.3176 data_time: 0.0183 memory: 9395 grad_norm: 8.9259 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.3797 loss: 1.3797 2022/08/17 14:36:39 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 14:37:00 - mmengine - INFO - Epoch(train) [246][2600/3757] lr: 1.0000e-04 eta: 3:22:23 time: 0.3215 data_time: 0.0185 memory: 9395 grad_norm: 9.7551 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4317 loss: 1.4317 2022/08/17 14:37:32 - mmengine - INFO - Epoch(train) [246][2700/3757] lr: 1.0000e-04 eta: 3:21:51 time: 0.3187 data_time: 0.0169 memory: 9395 grad_norm: 9.1145 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3425 loss: 1.3425 2022/08/17 14:38:04 - mmengine - INFO - Epoch(train) [246][2800/3757] lr: 1.0000e-04 eta: 3:21:20 time: 0.3151 data_time: 0.0165 memory: 9395 grad_norm: 9.5201 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2995 loss: 1.2995 2022/08/17 14:38:36 - mmengine - INFO - Epoch(train) [246][2900/3757] lr: 1.0000e-04 eta: 3:20:49 time: 0.3212 data_time: 0.0174 memory: 9395 grad_norm: 9.4416 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6601 loss: 1.6601 2022/08/17 14:39:08 - mmengine - INFO - Epoch(train) [246][3000/3757] lr: 1.0000e-04 eta: 3:20:17 time: 0.3222 data_time: 0.0168 memory: 9395 grad_norm: 9.0489 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2449 loss: 1.2449 2022/08/17 14:39:41 - mmengine - INFO - Epoch(train) [246][3100/3757] lr: 1.0000e-04 eta: 3:19:46 time: 0.3245 data_time: 0.0178 memory: 9395 grad_norm: 9.1189 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4165 loss: 1.4165 2022/08/17 14:40:13 - mmengine - INFO - Epoch(train) [246][3200/3757] lr: 1.0000e-04 eta: 3:19:15 time: 0.3166 data_time: 0.0193 memory: 9395 grad_norm: 9.0823 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2799 loss: 1.2799 2022/08/17 14:40:45 - mmengine - INFO - Epoch(train) [246][3300/3757] lr: 1.0000e-04 eta: 3:18:43 time: 0.3168 data_time: 0.0169 memory: 9395 grad_norm: 9.1518 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.2169 loss: 1.2169 2022/08/17 14:41:17 - mmengine - INFO - Epoch(train) [246][3400/3757] lr: 1.0000e-04 eta: 3:18:12 time: 0.3183 data_time: 0.0172 memory: 9395 grad_norm: 9.1022 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2166 loss: 1.2166 2022/08/17 14:41:50 - mmengine - INFO - Epoch(train) [246][3500/3757] lr: 1.0000e-04 eta: 3:17:41 time: 0.3374 data_time: 0.0184 memory: 9395 grad_norm: 8.8575 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6501 loss: 1.6501 2022/08/17 14:42:01 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 14:42:22 - mmengine - INFO - Epoch(train) [246][3600/3757] lr: 1.0000e-04 eta: 3:17:09 time: 0.3167 data_time: 0.0175 memory: 9395 grad_norm: 9.3546 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3946 loss: 1.3946 2022/08/17 14:42:54 - mmengine - INFO - Epoch(train) [246][3700/3757] lr: 1.0000e-04 eta: 3:16:38 time: 0.3166 data_time: 0.0172 memory: 9395 grad_norm: 9.4214 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4405 loss: 1.4405 2022/08/17 14:43:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 14:43:13 - mmengine - INFO - Epoch(train) [246][3757/3757] lr: 1.0000e-04 eta: 3:16:25 time: 0.3239 data_time: 0.0215 memory: 9395 grad_norm: 8.9570 top1_acc: 0.4286 top5_acc: 0.8571 loss_cls: 1.4019 loss: 1.4019 2022/08/17 14:43:47 - mmengine - INFO - Epoch(train) [247][100/3757] lr: 1.0000e-04 eta: 3:15:49 time: 0.3197 data_time: 0.0172 memory: 9395 grad_norm: 8.9866 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3388 loss: 1.3388 2022/08/17 14:44:19 - mmengine - INFO - Epoch(train) [247][200/3757] lr: 1.0000e-04 eta: 3:15:17 time: 0.3184 data_time: 0.0176 memory: 9395 grad_norm: 9.0904 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3266 loss: 1.3266 2022/08/17 14:44:51 - mmengine - INFO - Epoch(train) [247][300/3757] lr: 1.0000e-04 eta: 3:14:46 time: 0.3280 data_time: 0.0185 memory: 9395 grad_norm: 9.4418 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1905 loss: 1.1905 2022/08/17 14:45:23 - mmengine - INFO - Epoch(train) [247][400/3757] lr: 1.0000e-04 eta: 3:14:15 time: 0.3243 data_time: 0.0192 memory: 9395 grad_norm: 9.3517 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5240 loss: 1.5240 2022/08/17 14:45:55 - mmengine - INFO - Epoch(train) [247][500/3757] lr: 1.0000e-04 eta: 3:13:43 time: 0.3156 data_time: 0.0169 memory: 9395 grad_norm: 9.1505 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2954 loss: 1.2954 2022/08/17 14:46:28 - mmengine - INFO - Epoch(train) [247][600/3757] lr: 1.0000e-04 eta: 3:13:12 time: 0.3174 data_time: 0.0184 memory: 9395 grad_norm: 9.5990 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3875 loss: 1.3875 2022/08/17 14:47:00 - mmengine - INFO - Epoch(train) [247][700/3757] lr: 1.0000e-04 eta: 3:12:41 time: 0.3242 data_time: 0.0213 memory: 9395 grad_norm: 9.1948 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0981 loss: 1.0981 2022/08/17 14:47:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 14:47:32 - mmengine - INFO - Epoch(train) [247][800/3757] lr: 1.0000e-04 eta: 3:12:09 time: 0.3171 data_time: 0.0170 memory: 9395 grad_norm: 9.4703 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3179 loss: 1.3179 2022/08/17 14:48:05 - mmengine - INFO - Epoch(train) [247][900/3757] lr: 1.0000e-04 eta: 3:11:38 time: 0.3171 data_time: 0.0181 memory: 9395 grad_norm: 9.2956 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.3942 loss: 1.3942 2022/08/17 14:48:38 - mmengine - INFO - Epoch(train) [247][1000/3757] lr: 1.0000e-04 eta: 3:11:07 time: 0.3230 data_time: 0.0191 memory: 9395 grad_norm: 9.3667 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1197 loss: 1.1197 2022/08/17 14:49:10 - mmengine - INFO - Epoch(train) [247][1100/3757] lr: 1.0000e-04 eta: 3:10:35 time: 0.3402 data_time: 0.0176 memory: 9395 grad_norm: 9.4590 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.9270 loss: 0.9270 2022/08/17 14:49:43 - mmengine - INFO - Epoch(train) [247][1200/3757] lr: 1.0000e-04 eta: 3:10:04 time: 0.3293 data_time: 0.0188 memory: 9395 grad_norm: 9.3467 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6364 loss: 1.6364 2022/08/17 14:50:15 - mmengine - INFO - Epoch(train) [247][1300/3757] lr: 1.0000e-04 eta: 3:09:33 time: 0.3171 data_time: 0.0180 memory: 9395 grad_norm: 9.4769 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3862 loss: 1.3862 2022/08/17 14:50:47 - mmengine - INFO - Epoch(train) [247][1400/3757] lr: 1.0000e-04 eta: 3:09:01 time: 0.3178 data_time: 0.0171 memory: 9395 grad_norm: 9.7559 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4533 loss: 1.4533 2022/08/17 14:51:19 - mmengine - INFO - Epoch(train) [247][1500/3757] lr: 1.0000e-04 eta: 3:08:30 time: 0.3241 data_time: 0.0194 memory: 9395 grad_norm: 8.9651 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0976 loss: 1.0976 2022/08/17 14:51:51 - mmengine - INFO - Epoch(train) [247][1600/3757] lr: 1.0000e-04 eta: 3:07:59 time: 0.3165 data_time: 0.0164 memory: 9395 grad_norm: 8.8593 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0977 loss: 1.0977 2022/08/17 14:52:24 - mmengine - INFO - Epoch(train) [247][1700/3757] lr: 1.0000e-04 eta: 3:07:27 time: 0.3239 data_time: 0.0193 memory: 9395 grad_norm: 9.1126 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3557 loss: 1.3557 2022/08/17 14:52:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 14:52:56 - mmengine - INFO - Epoch(train) [247][1800/3757] lr: 1.0000e-04 eta: 3:06:56 time: 0.3172 data_time: 0.0167 memory: 9395 grad_norm: 9.0346 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2228 loss: 1.2228 2022/08/17 14:53:28 - mmengine - INFO - Epoch(train) [247][1900/3757] lr: 1.0000e-04 eta: 3:06:25 time: 0.3185 data_time: 0.0188 memory: 9395 grad_norm: 9.0174 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.0556 loss: 1.0556 2022/08/17 14:54:00 - mmengine - INFO - Epoch(train) [247][2000/3757] lr: 1.0000e-04 eta: 3:05:53 time: 0.3358 data_time: 0.0189 memory: 9395 grad_norm: 9.3774 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4211 loss: 1.4211 2022/08/17 14:54:33 - mmengine - INFO - Epoch(train) [247][2100/3757] lr: 1.0000e-04 eta: 3:05:22 time: 0.3207 data_time: 0.0190 memory: 9395 grad_norm: 8.9395 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.1050 loss: 1.1050 2022/08/17 14:55:05 - mmengine - INFO - Epoch(train) [247][2200/3757] lr: 1.0000e-04 eta: 3:04:51 time: 0.3168 data_time: 0.0175 memory: 9395 grad_norm: 9.1169 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4685 loss: 1.4685 2022/08/17 14:55:38 - mmengine - INFO - Epoch(train) [247][2300/3757] lr: 1.0000e-04 eta: 3:04:19 time: 0.3202 data_time: 0.0173 memory: 9395 grad_norm: 9.4692 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1929 loss: 1.1929 2022/08/17 14:56:11 - mmengine - INFO - Epoch(train) [247][2400/3757] lr: 1.0000e-04 eta: 3:03:48 time: 0.3177 data_time: 0.0167 memory: 9395 grad_norm: 9.7144 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2112 loss: 1.2112 2022/08/17 14:56:43 - mmengine - INFO - Epoch(train) [247][2500/3757] lr: 1.0000e-04 eta: 3:03:17 time: 0.3329 data_time: 0.0203 memory: 9395 grad_norm: 9.7283 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8332 loss: 1.8332 2022/08/17 14:57:16 - mmengine - INFO - Epoch(train) [247][2600/3757] lr: 1.0000e-04 eta: 3:02:46 time: 0.3177 data_time: 0.0172 memory: 9395 grad_norm: 9.3713 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3936 loss: 1.3936 2022/08/17 14:57:48 - mmengine - INFO - Epoch(train) [247][2700/3757] lr: 1.0000e-04 eta: 3:02:14 time: 0.3167 data_time: 0.0180 memory: 9395 grad_norm: 9.4266 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0381 loss: 1.0381 2022/08/17 14:58:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 14:58:20 - mmengine - INFO - Epoch(train) [247][2800/3757] lr: 1.0000e-04 eta: 3:01:43 time: 0.3216 data_time: 0.0208 memory: 9395 grad_norm: 9.3267 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4723 loss: 1.4723 2022/08/17 14:58:52 - mmengine - INFO - Epoch(train) [247][2900/3757] lr: 1.0000e-04 eta: 3:01:12 time: 0.3176 data_time: 0.0175 memory: 9395 grad_norm: 9.2335 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2395 loss: 1.2395 2022/08/17 14:59:24 - mmengine - INFO - Epoch(train) [247][3000/3757] lr: 1.0000e-04 eta: 3:00:40 time: 0.3227 data_time: 0.0192 memory: 9395 grad_norm: 9.3955 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2502 loss: 1.2502 2022/08/17 14:59:57 - mmengine - INFO - Epoch(train) [247][3100/3757] lr: 1.0000e-04 eta: 3:00:09 time: 0.3177 data_time: 0.0170 memory: 9395 grad_norm: 9.2854 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.4832 loss: 1.4832 2022/08/17 15:00:29 - mmengine - INFO - Epoch(train) [247][3200/3757] lr: 1.0000e-04 eta: 2:59:38 time: 0.3187 data_time: 0.0174 memory: 9395 grad_norm: 8.9505 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3146 loss: 1.3146 2022/08/17 15:01:01 - mmengine - INFO - Epoch(train) [247][3300/3757] lr: 1.0000e-04 eta: 2:59:06 time: 0.3205 data_time: 0.0199 memory: 9395 grad_norm: 9.0010 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1016 loss: 1.1016 2022/08/17 15:01:33 - mmengine - INFO - Epoch(train) [247][3400/3757] lr: 1.0000e-04 eta: 2:58:35 time: 0.3161 data_time: 0.0168 memory: 9395 grad_norm: 9.4279 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4185 loss: 1.4185 2022/08/17 15:02:07 - mmengine - INFO - Epoch(train) [247][3500/3757] lr: 1.0000e-04 eta: 2:58:04 time: 0.3163 data_time: 0.0176 memory: 9395 grad_norm: 8.8501 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1903 loss: 1.1903 2022/08/17 15:02:39 - mmengine - INFO - Epoch(train) [247][3600/3757] lr: 1.0000e-04 eta: 2:57:32 time: 0.3199 data_time: 0.0205 memory: 9395 grad_norm: 9.6860 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3280 loss: 1.3280 2022/08/17 15:03:11 - mmengine - INFO - Epoch(train) [247][3700/3757] lr: 1.0000e-04 eta: 2:57:01 time: 0.3176 data_time: 0.0174 memory: 9395 grad_norm: 9.2085 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.1631 loss: 1.1631 2022/08/17 15:03:29 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 15:03:29 - mmengine - INFO - Epoch(train) [247][3757/3757] lr: 1.0000e-04 eta: 2:56:48 time: 0.3113 data_time: 0.0175 memory: 9395 grad_norm: 9.1164 top1_acc: 0.2857 top5_acc: 1.0000 loss_cls: 1.3242 loss: 1.3242 2022/08/17 15:03:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 15:04:03 - mmengine - INFO - Epoch(train) [248][100/3757] lr: 1.0000e-04 eta: 2:56:12 time: 0.3217 data_time: 0.0193 memory: 9395 grad_norm: 9.2710 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3533 loss: 1.3533 2022/08/17 15:04:36 - mmengine - INFO - Epoch(train) [248][200/3757] lr: 1.0000e-04 eta: 2:55:40 time: 0.3180 data_time: 0.0181 memory: 9395 grad_norm: 9.1973 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.2989 loss: 1.2989 2022/08/17 15:05:08 - mmengine - INFO - Epoch(train) [248][300/3757] lr: 1.0000e-04 eta: 2:55:09 time: 0.3169 data_time: 0.0175 memory: 9395 grad_norm: 9.1653 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4428 loss: 1.4428 2022/08/17 15:05:40 - mmengine - INFO - Epoch(train) [248][400/3757] lr: 1.0000e-04 eta: 2:54:38 time: 0.3227 data_time: 0.0194 memory: 9395 grad_norm: 9.4569 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2617 loss: 1.2617 2022/08/17 15:06:12 - mmengine - INFO - Epoch(train) [248][500/3757] lr: 1.0000e-04 eta: 2:54:06 time: 0.3178 data_time: 0.0169 memory: 9395 grad_norm: 9.2026 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3902 loss: 1.3902 2022/08/17 15:06:45 - mmengine - INFO - Epoch(train) [248][600/3757] lr: 1.0000e-04 eta: 2:53:35 time: 0.3452 data_time: 0.0202 memory: 9395 grad_norm: 9.4622 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.3645 loss: 1.3645 2022/08/17 15:07:17 - mmengine - INFO - Epoch(train) [248][700/3757] lr: 1.0000e-04 eta: 2:53:04 time: 0.3159 data_time: 0.0170 memory: 9395 grad_norm: 8.8795 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2837 loss: 1.2837 2022/08/17 15:07:49 - mmengine - INFO - Epoch(train) [248][800/3757] lr: 1.0000e-04 eta: 2:52:32 time: 0.3183 data_time: 0.0176 memory: 9395 grad_norm: 9.6804 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6916 loss: 1.6916 2022/08/17 15:08:22 - mmengine - INFO - Epoch(train) [248][900/3757] lr: 1.0000e-04 eta: 2:52:01 time: 0.3251 data_time: 0.0184 memory: 9395 grad_norm: 9.0020 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4330 loss: 1.4330 2022/08/17 15:08:55 - mmengine - INFO - Epoch(train) [248][1000/3757] lr: 1.0000e-04 eta: 2:51:30 time: 0.3638 data_time: 0.0188 memory: 9395 grad_norm: 9.3974 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.1200 loss: 1.1200 2022/08/17 15:09:02 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 15:09:27 - mmengine - INFO - Epoch(train) [248][1100/3757] lr: 1.0000e-04 eta: 2:50:58 time: 0.3171 data_time: 0.0169 memory: 9395 grad_norm: 8.9973 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3924 loss: 1.3924 2022/08/17 15:09:59 - mmengine - INFO - Epoch(train) [248][1200/3757] lr: 1.0000e-04 eta: 2:50:27 time: 0.3177 data_time: 0.0168 memory: 9395 grad_norm: 9.5042 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2879 loss: 1.2879 2022/08/17 15:10:31 - mmengine - INFO - Epoch(train) [248][1300/3757] lr: 1.0000e-04 eta: 2:49:56 time: 0.3222 data_time: 0.0200 memory: 9395 grad_norm: 9.5003 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2823 loss: 1.2823 2022/08/17 15:11:03 - mmengine - INFO - Epoch(train) [248][1400/3757] lr: 1.0000e-04 eta: 2:49:24 time: 0.3167 data_time: 0.0166 memory: 9395 grad_norm: 9.1243 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.2326 loss: 1.2326 2022/08/17 15:11:37 - mmengine - INFO - Epoch(train) [248][1500/3757] lr: 1.0000e-04 eta: 2:48:53 time: 0.3164 data_time: 0.0171 memory: 9395 grad_norm: 9.3187 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.2025 loss: 1.2025 2022/08/17 15:12:09 - mmengine - INFO - Epoch(train) [248][1600/3757] lr: 1.0000e-04 eta: 2:48:22 time: 0.3178 data_time: 0.0172 memory: 9395 grad_norm: 9.0890 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2376 loss: 1.2376 2022/08/17 15:12:41 - mmengine - INFO - Epoch(train) [248][1700/3757] lr: 1.0000e-04 eta: 2:47:50 time: 0.3180 data_time: 0.0172 memory: 9395 grad_norm: 9.5404 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4740 loss: 1.4740 2022/08/17 15:13:14 - mmengine - INFO - Epoch(train) [248][1800/3757] lr: 1.0000e-04 eta: 2:47:19 time: 0.3300 data_time: 0.0192 memory: 9395 grad_norm: 9.2664 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3509 loss: 1.3509 2022/08/17 15:13:46 - mmengine - INFO - Epoch(train) [248][1900/3757] lr: 1.0000e-04 eta: 2:46:48 time: 0.3166 data_time: 0.0173 memory: 9395 grad_norm: 9.0470 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3892 loss: 1.3892 2022/08/17 15:14:19 - mmengine - INFO - Epoch(train) [248][2000/3757] lr: 1.0000e-04 eta: 2:46:16 time: 0.3177 data_time: 0.0168 memory: 9395 grad_norm: 9.1310 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2948 loss: 1.2948 2022/08/17 15:14:26 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 15:14:51 - mmengine - INFO - Epoch(train) [248][2100/3757] lr: 1.0000e-04 eta: 2:45:45 time: 0.3289 data_time: 0.0192 memory: 9395 grad_norm: 8.9417 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2600 loss: 1.2600 2022/08/17 15:15:24 - mmengine - INFO - Epoch(train) [248][2200/3757] lr: 1.0000e-04 eta: 2:45:14 time: 0.3166 data_time: 0.0190 memory: 9395 grad_norm: 9.5246 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3227 loss: 1.3227 2022/08/17 15:15:56 - mmengine - INFO - Epoch(train) [248][2300/3757] lr: 1.0000e-04 eta: 2:44:42 time: 0.3198 data_time: 0.0218 memory: 9395 grad_norm: 9.2371 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1754 loss: 1.1754 2022/08/17 15:16:28 - mmengine - INFO - Epoch(train) [248][2400/3757] lr: 1.0000e-04 eta: 2:44:11 time: 0.3198 data_time: 0.0176 memory: 9395 grad_norm: 9.0126 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.0799 loss: 1.0799 2022/08/17 15:17:01 - mmengine - INFO - Epoch(train) [248][2500/3757] lr: 1.0000e-04 eta: 2:43:40 time: 0.3328 data_time: 0.0188 memory: 9395 grad_norm: 9.6177 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3948 loss: 1.3948 2022/08/17 15:17:33 - mmengine - INFO - Epoch(train) [248][2600/3757] lr: 1.0000e-04 eta: 2:43:08 time: 0.3167 data_time: 0.0169 memory: 9395 grad_norm: 9.0420 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4128 loss: 1.4128 2022/08/17 15:18:06 - mmengine - INFO - Epoch(train) [248][2700/3757] lr: 1.0000e-04 eta: 2:42:37 time: 0.3474 data_time: 0.0198 memory: 9395 grad_norm: 9.7230 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3715 loss: 1.3715 2022/08/17 15:18:39 - mmengine - INFO - Epoch(train) [248][2800/3757] lr: 1.0000e-04 eta: 2:42:06 time: 0.3224 data_time: 0.0182 memory: 9395 grad_norm: 9.3297 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4884 loss: 1.4884 2022/08/17 15:19:11 - mmengine - INFO - Epoch(train) [248][2900/3757] lr: 1.0000e-04 eta: 2:41:34 time: 0.3371 data_time: 0.0191 memory: 9395 grad_norm: 9.3085 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1618 loss: 1.1618 2022/08/17 15:19:44 - mmengine - INFO - Epoch(train) [248][3000/3757] lr: 1.0000e-04 eta: 2:41:03 time: 0.3191 data_time: 0.0178 memory: 9395 grad_norm: 9.5222 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.2344 loss: 1.2344 2022/08/17 15:19:50 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 15:20:16 - mmengine - INFO - Epoch(train) [248][3100/3757] lr: 1.0000e-04 eta: 2:40:32 time: 0.3281 data_time: 0.0188 memory: 9395 grad_norm: 9.2254 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3934 loss: 1.3934 2022/08/17 15:20:48 - mmengine - INFO - Epoch(train) [248][3200/3757] lr: 1.0000e-04 eta: 2:40:00 time: 0.3169 data_time: 0.0189 memory: 9395 grad_norm: 8.9605 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1552 loss: 1.1552 2022/08/17 15:21:21 - mmengine - INFO - Epoch(train) [248][3300/3757] lr: 1.0000e-04 eta: 2:39:29 time: 0.3176 data_time: 0.0176 memory: 9395 grad_norm: 9.1000 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1587 loss: 1.1587 2022/08/17 15:21:54 - mmengine - INFO - Epoch(train) [248][3400/3757] lr: 1.0000e-04 eta: 2:38:58 time: 0.3485 data_time: 0.0199 memory: 9395 grad_norm: 9.2832 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4634 loss: 1.4634 2022/08/17 15:22:26 - mmengine - INFO - Epoch(train) [248][3500/3757] lr: 1.0000e-04 eta: 2:38:26 time: 0.3191 data_time: 0.0170 memory: 9395 grad_norm: 9.3633 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7932 loss: 1.7932 2022/08/17 15:22:58 - mmengine - INFO - Epoch(train) [248][3600/3757] lr: 1.0000e-04 eta: 2:37:55 time: 0.3180 data_time: 0.0183 memory: 9395 grad_norm: 9.1782 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3322 loss: 1.3322 2022/08/17 15:23:30 - mmengine - INFO - Epoch(train) [248][3700/3757] lr: 1.0000e-04 eta: 2:37:24 time: 0.3188 data_time: 0.0192 memory: 9395 grad_norm: 8.8662 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0987 loss: 1.0987 2022/08/17 15:23:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 15:23:49 - mmengine - INFO - Epoch(train) [248][3757/3757] lr: 1.0000e-04 eta: 2:37:11 time: 0.3100 data_time: 0.0163 memory: 9395 grad_norm: 9.2545 top1_acc: 0.5714 top5_acc: 1.0000 loss_cls: 1.3313 loss: 1.3313 2022/08/17 15:23:49 - mmengine - INFO - Saving checkpoint at 248 epochs 2022/08/17 15:24:24 - mmengine - INFO - Epoch(train) [249][100/3757] lr: 1.0000e-04 eta: 2:36:34 time: 0.3209 data_time: 0.0171 memory: 9395 grad_norm: 9.2043 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0728 loss: 1.0728 2022/08/17 15:24:57 - mmengine - INFO - Epoch(train) [249][200/3757] lr: 1.0000e-04 eta: 2:36:03 time: 0.3213 data_time: 0.0172 memory: 9395 grad_norm: 9.0696 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.1736 loss: 1.1736 2022/08/17 15:25:17 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 15:25:29 - mmengine - INFO - Epoch(train) [249][300/3757] lr: 1.0000e-04 eta: 2:35:32 time: 0.3172 data_time: 0.0182 memory: 9395 grad_norm: 9.3304 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5980 loss: 1.5980 2022/08/17 15:26:01 - mmengine - INFO - Epoch(train) [249][400/3757] lr: 1.0000e-04 eta: 2:35:00 time: 0.3215 data_time: 0.0190 memory: 9395 grad_norm: 9.1141 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4348 loss: 1.4348 2022/08/17 15:26:33 - mmengine - INFO - Epoch(train) [249][500/3757] lr: 1.0000e-04 eta: 2:34:29 time: 0.3183 data_time: 0.0173 memory: 9395 grad_norm: 8.9927 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2621 loss: 1.2621 2022/08/17 15:27:06 - mmengine - INFO - Epoch(train) [249][600/3757] lr: 1.0000e-04 eta: 2:33:58 time: 0.3347 data_time: 0.0200 memory: 9395 grad_norm: 9.4734 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2439 loss: 1.2439 2022/08/17 15:27:38 - mmengine - INFO - Epoch(train) [249][700/3757] lr: 1.0000e-04 eta: 2:33:26 time: 0.3177 data_time: 0.0173 memory: 9395 grad_norm: 9.4559 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.2597 loss: 1.2597 2022/08/17 15:28:10 - mmengine - INFO - Epoch(train) [249][800/3757] lr: 1.0000e-04 eta: 2:32:55 time: 0.3162 data_time: 0.0177 memory: 9395 grad_norm: 9.1867 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3529 loss: 1.3529 2022/08/17 15:28:42 - mmengine - INFO - Epoch(train) [249][900/3757] lr: 1.0000e-04 eta: 2:32:24 time: 0.3237 data_time: 0.0211 memory: 9395 grad_norm: 9.4113 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3791 loss: 1.3791 2022/08/17 15:29:14 - mmengine - INFO - Epoch(train) [249][1000/3757] lr: 1.0000e-04 eta: 2:31:52 time: 0.3201 data_time: 0.0167 memory: 9395 grad_norm: 9.1800 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1901 loss: 1.1901 2022/08/17 15:29:46 - mmengine - INFO - Epoch(train) [249][1100/3757] lr: 1.0000e-04 eta: 2:31:21 time: 0.3199 data_time: 0.0191 memory: 9395 grad_norm: 9.3033 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3483 loss: 1.3483 2022/08/17 15:30:19 - mmengine - INFO - Epoch(train) [249][1200/3757] lr: 1.0000e-04 eta: 2:30:50 time: 0.3189 data_time: 0.0172 memory: 9395 grad_norm: 8.9529 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3089 loss: 1.3089 2022/08/17 15:30:39 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 15:30:51 - mmengine - INFO - Epoch(train) [249][1300/3757] lr: 1.0000e-04 eta: 2:30:18 time: 0.3170 data_time: 0.0173 memory: 9395 grad_norm: 9.0297 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0941 loss: 1.0941 2022/08/17 15:31:23 - mmengine - INFO - Epoch(train) [249][1400/3757] lr: 1.0000e-04 eta: 2:29:47 time: 0.3199 data_time: 0.0165 memory: 9395 grad_norm: 9.2324 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2640 loss: 1.2640 2022/08/17 15:31:56 - mmengine - INFO - Epoch(train) [249][1500/3757] lr: 1.0000e-04 eta: 2:29:16 time: 0.3185 data_time: 0.0174 memory: 9395 grad_norm: 9.5791 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3501 loss: 1.3501 2022/08/17 15:32:29 - mmengine - INFO - Epoch(train) [249][1600/3757] lr: 1.0000e-04 eta: 2:28:44 time: 0.3161 data_time: 0.0172 memory: 9395 grad_norm: 9.4178 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3816 loss: 1.3816 2022/08/17 15:33:01 - mmengine - INFO - Epoch(train) [249][1700/3757] lr: 1.0000e-04 eta: 2:28:13 time: 0.3166 data_time: 0.0170 memory: 9395 grad_norm: 9.0867 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.1861 loss: 1.1861 2022/08/17 15:33:33 - mmengine - INFO - Epoch(train) [249][1800/3757] lr: 1.0000e-04 eta: 2:27:42 time: 0.3167 data_time: 0.0178 memory: 9395 grad_norm: 9.3131 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4264 loss: 1.4264 2022/08/17 15:34:06 - mmengine - INFO - Epoch(train) [249][1900/3757] lr: 1.0000e-04 eta: 2:27:10 time: 0.3255 data_time: 0.0186 memory: 9395 grad_norm: 9.2416 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2953 loss: 1.2953 2022/08/17 15:34:38 - mmengine - INFO - Epoch(train) [249][2000/3757] lr: 1.0000e-04 eta: 2:26:39 time: 0.3169 data_time: 0.0173 memory: 9395 grad_norm: 9.2716 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4741 loss: 1.4741 2022/08/17 15:35:11 - mmengine - INFO - Epoch(train) [249][2100/3757] lr: 1.0000e-04 eta: 2:26:08 time: 0.3173 data_time: 0.0169 memory: 9395 grad_norm: 9.6306 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.3311 loss: 1.3311 2022/08/17 15:35:43 - mmengine - INFO - Epoch(train) [249][2200/3757] lr: 1.0000e-04 eta: 2:25:36 time: 0.3301 data_time: 0.0182 memory: 9395 grad_norm: 9.5154 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5531 loss: 1.5531 2022/08/17 15:36:04 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 15:36:15 - mmengine - INFO - Epoch(train) [249][2300/3757] lr: 1.0000e-04 eta: 2:25:05 time: 0.3173 data_time: 0.0172 memory: 9395 grad_norm: 9.1350 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5227 loss: 1.5227 2022/08/17 15:36:48 - mmengine - INFO - Epoch(train) [249][2400/3757] lr: 1.0000e-04 eta: 2:24:34 time: 0.3368 data_time: 0.0179 memory: 9395 grad_norm: 8.8113 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.0015 loss: 1.0015 2022/08/17 15:37:20 - mmengine - INFO - Epoch(train) [249][2500/3757] lr: 1.0000e-04 eta: 2:24:02 time: 0.3204 data_time: 0.0198 memory: 9395 grad_norm: 9.4384 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4101 loss: 1.4101 2022/08/17 15:37:53 - mmengine - INFO - Epoch(train) [249][2600/3757] lr: 1.0000e-04 eta: 2:23:31 time: 0.3290 data_time: 0.0193 memory: 9395 grad_norm: 9.8660 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3293 loss: 1.3293 2022/08/17 15:38:26 - mmengine - INFO - Epoch(train) [249][2700/3757] lr: 1.0000e-04 eta: 2:23:00 time: 0.3169 data_time: 0.0175 memory: 9395 grad_norm: 9.5574 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3809 loss: 1.3809 2022/08/17 15:38:59 - mmengine - INFO - Epoch(train) [249][2800/3757] lr: 1.0000e-04 eta: 2:22:28 time: 0.3170 data_time: 0.0170 memory: 9395 grad_norm: 9.4243 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3231 loss: 1.3231 2022/08/17 15:39:31 - mmengine - INFO - Epoch(train) [249][2900/3757] lr: 1.0000e-04 eta: 2:21:57 time: 0.3191 data_time: 0.0180 memory: 9395 grad_norm: 9.4207 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.3181 loss: 1.3181 2022/08/17 15:40:04 - mmengine - INFO - Epoch(train) [249][3000/3757] lr: 1.0000e-04 eta: 2:21:26 time: 0.3184 data_time: 0.0171 memory: 9395 grad_norm: 9.4477 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2277 loss: 1.2277 2022/08/17 15:40:37 - mmengine - INFO - Epoch(train) [249][3100/3757] lr: 1.0000e-04 eta: 2:20:54 time: 0.3168 data_time: 0.0171 memory: 9395 grad_norm: 9.4518 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4598 loss: 1.4598 2022/08/17 15:41:09 - mmengine - INFO - Epoch(train) [249][3200/3757] lr: 1.0000e-04 eta: 2:20:23 time: 0.3171 data_time: 0.0171 memory: 9395 grad_norm: 9.3729 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4716 loss: 1.4716 2022/08/17 15:41:30 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 15:41:41 - mmengine - INFO - Epoch(train) [249][3300/3757] lr: 1.0000e-04 eta: 2:19:52 time: 0.3187 data_time: 0.0193 memory: 9395 grad_norm: 9.0884 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2944 loss: 1.2944 2022/08/17 15:42:14 - mmengine - INFO - Epoch(train) [249][3400/3757] lr: 1.0000e-04 eta: 2:19:20 time: 0.3243 data_time: 0.0188 memory: 9395 grad_norm: 9.5164 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5570 loss: 1.5570 2022/08/17 15:42:46 - mmengine - INFO - Epoch(train) [249][3500/3757] lr: 1.0000e-04 eta: 2:18:49 time: 0.3172 data_time: 0.0168 memory: 9395 grad_norm: 9.2417 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.1784 loss: 1.1784 2022/08/17 15:43:19 - mmengine - INFO - Epoch(train) [249][3600/3757] lr: 1.0000e-04 eta: 2:18:18 time: 0.3314 data_time: 0.0187 memory: 9395 grad_norm: 9.0695 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1242 loss: 1.1242 2022/08/17 15:43:51 - mmengine - INFO - Epoch(train) [249][3700/3757] lr: 1.0000e-04 eta: 2:17:46 time: 0.3166 data_time: 0.0173 memory: 9395 grad_norm: 9.5140 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.3878 loss: 1.3878 2022/08/17 15:44:09 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 15:44:09 - mmengine - INFO - Epoch(train) [249][3757/3757] lr: 1.0000e-04 eta: 2:17:34 time: 0.3110 data_time: 0.0167 memory: 9395 grad_norm: 9.3855 top1_acc: 0.4286 top5_acc: 0.4286 loss_cls: 1.4193 loss: 1.4193 2022/08/17 15:44:43 - mmengine - INFO - Epoch(train) [250][100/3757] lr: 1.0000e-04 eta: 2:16:57 time: 0.3204 data_time: 0.0168 memory: 9395 grad_norm: 9.0848 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3107 loss: 1.3107 2022/08/17 15:45:16 - mmengine - INFO - Epoch(train) [250][200/3757] lr: 1.0000e-04 eta: 2:16:26 time: 0.3294 data_time: 0.0210 memory: 9395 grad_norm: 9.4226 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3754 loss: 1.3754 2022/08/17 15:45:48 - mmengine - INFO - Epoch(train) [250][300/3757] lr: 1.0000e-04 eta: 2:15:54 time: 0.3177 data_time: 0.0170 memory: 9395 grad_norm: 9.1476 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3420 loss: 1.3420 2022/08/17 15:46:21 - mmengine - INFO - Epoch(train) [250][400/3757] lr: 1.0000e-04 eta: 2:15:23 time: 0.3173 data_time: 0.0168 memory: 9395 grad_norm: 9.3155 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1143 loss: 1.1143 2022/08/17 15:46:54 - mmengine - INFO - Epoch(train) [250][500/3757] lr: 1.0000e-04 eta: 2:14:52 time: 0.3453 data_time: 0.0209 memory: 9395 grad_norm: 9.2749 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1596 loss: 1.1596 2022/08/17 15:46:56 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 15:47:26 - mmengine - INFO - Epoch(train) [250][600/3757] lr: 1.0000e-04 eta: 2:14:20 time: 0.3192 data_time: 0.0171 memory: 9395 grad_norm: 9.0266 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1744 loss: 1.1744 2022/08/17 15:47:59 - mmengine - INFO - Epoch(train) [250][700/3757] lr: 1.0000e-04 eta: 2:13:49 time: 0.3270 data_time: 0.0196 memory: 9395 grad_norm: 9.4034 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2083 loss: 1.2083 2022/08/17 15:48:31 - mmengine - INFO - Epoch(train) [250][800/3757] lr: 1.0000e-04 eta: 2:13:18 time: 0.3188 data_time: 0.0172 memory: 9395 grad_norm: 9.1896 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1952 loss: 1.1952 2022/08/17 15:49:03 - mmengine - INFO - Epoch(train) [250][900/3757] lr: 1.0000e-04 eta: 2:12:46 time: 0.3215 data_time: 0.0170 memory: 9395 grad_norm: 9.6075 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4596 loss: 1.4596 2022/08/17 15:49:35 - mmengine - INFO - Epoch(train) [250][1000/3757] lr: 1.0000e-04 eta: 2:12:15 time: 0.3183 data_time: 0.0189 memory: 9395 grad_norm: 9.3450 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4213 loss: 1.4213 2022/08/17 15:50:08 - mmengine - INFO - Epoch(train) [250][1100/3757] lr: 1.0000e-04 eta: 2:11:44 time: 0.3177 data_time: 0.0179 memory: 9395 grad_norm: 9.6422 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.2826 loss: 1.2826 2022/08/17 15:50:40 - mmengine - INFO - Epoch(train) [250][1200/3757] lr: 1.0000e-04 eta: 2:11:12 time: 0.3172 data_time: 0.0173 memory: 9395 grad_norm: 9.2640 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3705 loss: 1.3705 2022/08/17 15:51:12 - mmengine - INFO - Epoch(train) [250][1300/3757] lr: 1.0000e-04 eta: 2:10:41 time: 0.3180 data_time: 0.0178 memory: 9395 grad_norm: 9.2487 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3989 loss: 1.3989 2022/08/17 15:51:45 - mmengine - INFO - Epoch(train) [250][1400/3757] lr: 1.0000e-04 eta: 2:10:10 time: 0.3285 data_time: 0.0184 memory: 9395 grad_norm: 9.5796 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1717 loss: 1.1717 2022/08/17 15:52:17 - mmengine - INFO - Epoch(train) [250][1500/3757] lr: 1.0000e-04 eta: 2:09:38 time: 0.3178 data_time: 0.0173 memory: 9395 grad_norm: 9.0688 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3844 loss: 1.3844 2022/08/17 15:52:19 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 15:52:49 - mmengine - INFO - Epoch(train) [250][1600/3757] lr: 1.0000e-04 eta: 2:09:07 time: 0.3237 data_time: 0.0190 memory: 9395 grad_norm: 9.6367 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3756 loss: 1.3756 2022/08/17 15:53:21 - mmengine - INFO - Epoch(train) [250][1700/3757] lr: 1.0000e-04 eta: 2:08:35 time: 0.3173 data_time: 0.0164 memory: 9395 grad_norm: 9.0134 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.3510 loss: 1.3510 2022/08/17 15:53:54 - mmengine - INFO - Epoch(train) [250][1800/3757] lr: 1.0000e-04 eta: 2:08:04 time: 0.3185 data_time: 0.0186 memory: 9395 grad_norm: 9.2417 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5721 loss: 1.5721 2022/08/17 15:54:26 - mmengine - INFO - Epoch(train) [250][1900/3757] lr: 1.0000e-04 eta: 2:07:33 time: 0.3275 data_time: 0.0200 memory: 9395 grad_norm: 8.7785 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1952 loss: 1.1952 2022/08/17 15:54:59 - mmengine - INFO - Epoch(train) [250][2000/3757] lr: 1.0000e-04 eta: 2:07:01 time: 0.3194 data_time: 0.0175 memory: 9395 grad_norm: 9.1644 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1427 loss: 1.1427 2022/08/17 15:55:31 - mmengine - INFO - Epoch(train) [250][2100/3757] lr: 1.0000e-04 eta: 2:06:30 time: 0.3179 data_time: 0.0183 memory: 9395 grad_norm: 9.3077 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1230 loss: 1.1230 2022/08/17 15:56:04 - mmengine - INFO - Epoch(train) [250][2200/3757] lr: 1.0000e-04 eta: 2:05:59 time: 0.3285 data_time: 0.0194 memory: 9395 grad_norm: 9.4696 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.2686 loss: 1.2686 2022/08/17 15:56:36 - mmengine - INFO - Epoch(train) [250][2300/3757] lr: 1.0000e-04 eta: 2:05:27 time: 0.3185 data_time: 0.0177 memory: 9395 grad_norm: 9.2231 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4846 loss: 1.4846 2022/08/17 15:57:08 - mmengine - INFO - Epoch(train) [250][2400/3757] lr: 1.0000e-04 eta: 2:04:56 time: 0.3230 data_time: 0.0191 memory: 9395 grad_norm: 9.3165 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2531 loss: 1.2531 2022/08/17 15:57:41 - mmengine - INFO - Epoch(train) [250][2500/3757] lr: 1.0000e-04 eta: 2:04:25 time: 0.3155 data_time: 0.0181 memory: 9395 grad_norm: 9.0415 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2047 loss: 1.2047 2022/08/17 15:57:43 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 15:58:14 - mmengine - INFO - Epoch(train) [250][2600/3757] lr: 1.0000e-04 eta: 2:03:53 time: 0.3185 data_time: 0.0184 memory: 9395 grad_norm: 9.3723 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4755 loss: 1.4755 2022/08/17 15:58:47 - mmengine - INFO - Epoch(train) [250][2700/3757] lr: 1.0000e-04 eta: 2:03:22 time: 0.3402 data_time: 0.0201 memory: 9395 grad_norm: 9.4680 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4707 loss: 1.4707 2022/08/17 15:59:19 - mmengine - INFO - Epoch(train) [250][2800/3757] lr: 1.0000e-04 eta: 2:02:51 time: 0.3274 data_time: 0.0192 memory: 9395 grad_norm: 9.3714 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1634 loss: 1.1634 2022/08/17 15:59:52 - mmengine - INFO - Epoch(train) [250][2900/3757] lr: 1.0000e-04 eta: 2:02:19 time: 0.3173 data_time: 0.0174 memory: 9395 grad_norm: 9.6070 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1224 loss: 1.1224 2022/08/17 16:00:24 - mmengine - INFO - Epoch(train) [250][3000/3757] lr: 1.0000e-04 eta: 2:01:48 time: 0.3212 data_time: 0.0182 memory: 9395 grad_norm: 9.5572 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5332 loss: 1.5332 2022/08/17 16:00:56 - mmengine - INFO - Epoch(train) [250][3100/3757] lr: 1.0000e-04 eta: 2:01:17 time: 0.3187 data_time: 0.0173 memory: 9395 grad_norm: 9.2997 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5752 loss: 1.5752 2022/08/17 16:01:29 - mmengine - INFO - Epoch(train) [250][3200/3757] lr: 1.0000e-04 eta: 2:00:45 time: 0.3547 data_time: 0.0192 memory: 9395 grad_norm: 9.4597 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3960 loss: 1.3960 2022/08/17 16:02:02 - mmengine - INFO - Epoch(train) [250][3300/3757] lr: 1.0000e-04 eta: 2:00:14 time: 0.3182 data_time: 0.0172 memory: 9395 grad_norm: 9.3450 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5499 loss: 1.5499 2022/08/17 16:02:35 - mmengine - INFO - Epoch(train) [250][3400/3757] lr: 1.0000e-04 eta: 1:59:43 time: 0.3197 data_time: 0.0168 memory: 9395 grad_norm: 9.3501 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1894 loss: 1.1894 2022/08/17 16:03:07 - mmengine - INFO - Epoch(train) [250][3500/3757] lr: 1.0000e-04 eta: 1:59:11 time: 0.3316 data_time: 0.0170 memory: 9395 grad_norm: 9.3565 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3684 loss: 1.3684 2022/08/17 16:03:10 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 16:03:40 - mmengine - INFO - Epoch(train) [250][3600/3757] lr: 1.0000e-04 eta: 1:58:40 time: 0.3176 data_time: 0.0168 memory: 9395 grad_norm: 9.0027 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2461 loss: 1.2461 2022/08/17 16:04:12 - mmengine - INFO - Epoch(train) [250][3700/3757] lr: 1.0000e-04 eta: 1:58:09 time: 0.3177 data_time: 0.0173 memory: 9395 grad_norm: 9.3080 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4462 loss: 1.4462 2022/08/17 16:04:30 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 16:04:30 - mmengine - INFO - Epoch(train) [250][3757/3757] lr: 1.0000e-04 eta: 1:57:56 time: 0.3193 data_time: 0.0174 memory: 9395 grad_norm: 9.3035 top1_acc: 0.5714 top5_acc: 0.5714 loss_cls: 1.5683 loss: 1.5683 2022/08/17 16:04:48 - mmengine - INFO - Epoch(val) [250][100/310] eta: 0:00:32 time: 0.1544 data_time: 0.0561 memory: 1523 2022/08/17 16:05:06 - mmengine - INFO - Epoch(val) [250][200/310] eta: 0:00:18 time: 0.1720 data_time: 0.0573 memory: 1523 2022/08/17 16:05:23 - mmengine - INFO - Epoch(val) [250][300/310] eta: 0:00:01 time: 0.1641 data_time: 0.0691 memory: 1523 2022/08/17 16:05:27 - mmengine - INFO - Epoch(val) [250][310/310] acc/top1: 0.6928 acc/top5: 0.8841 acc/mean1: 0.6927 2022/08/17 16:06:01 - mmengine - INFO - Epoch(train) [251][100/3757] lr: 1.0000e-04 eta: 1:57:19 time: 0.3215 data_time: 0.0170 memory: 9395 grad_norm: 9.2972 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2220 loss: 1.2220 2022/08/17 16:06:33 - mmengine - INFO - Epoch(train) [251][200/3757] lr: 1.0000e-04 eta: 1:56:48 time: 0.3182 data_time: 0.0170 memory: 9395 grad_norm: 9.5517 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3280 loss: 1.3280 2022/08/17 16:07:06 - mmengine - INFO - Epoch(train) [251][300/3757] lr: 1.0000e-04 eta: 1:56:17 time: 0.3463 data_time: 0.0217 memory: 9395 grad_norm: 9.4210 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3134 loss: 1.3134 2022/08/17 16:07:38 - mmengine - INFO - Epoch(train) [251][400/3757] lr: 1.0000e-04 eta: 1:55:45 time: 0.3171 data_time: 0.0172 memory: 9395 grad_norm: 9.1943 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2305 loss: 1.2305 2022/08/17 16:08:11 - mmengine - INFO - Epoch(train) [251][500/3757] lr: 1.0000e-04 eta: 1:55:14 time: 0.3161 data_time: 0.0167 memory: 9395 grad_norm: 9.3538 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0971 loss: 1.0971 2022/08/17 16:08:44 - mmengine - INFO - Epoch(train) [251][600/3757] lr: 1.0000e-04 eta: 1:54:43 time: 0.3173 data_time: 0.0175 memory: 9395 grad_norm: 9.4776 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4170 loss: 1.4170 2022/08/17 16:09:16 - mmengine - INFO - Epoch(train) [251][700/3757] lr: 1.0000e-04 eta: 1:54:11 time: 0.3209 data_time: 0.0212 memory: 9395 grad_norm: 9.1246 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.1911 loss: 1.1911 2022/08/17 16:09:32 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 16:09:49 - mmengine - INFO - Epoch(train) [251][800/3757] lr: 1.0000e-04 eta: 1:53:40 time: 0.3192 data_time: 0.0175 memory: 9395 grad_norm: 9.7664 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4278 loss: 1.4278 2022/08/17 16:10:22 - mmengine - INFO - Epoch(train) [251][900/3757] lr: 1.0000e-04 eta: 1:53:09 time: 0.3179 data_time: 0.0172 memory: 9395 grad_norm: 9.6083 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3596 loss: 1.3596 2022/08/17 16:10:54 - mmengine - INFO - Epoch(train) [251][1000/3757] lr: 1.0000e-04 eta: 1:52:37 time: 0.3176 data_time: 0.0173 memory: 9395 grad_norm: 9.5155 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0689 loss: 1.0689 2022/08/17 16:11:26 - mmengine - INFO - Epoch(train) [251][1100/3757] lr: 1.0000e-04 eta: 1:52:06 time: 0.3314 data_time: 0.0199 memory: 9395 grad_norm: 9.4482 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3389 loss: 1.3389 2022/08/17 16:11:59 - mmengine - INFO - Epoch(train) [251][1200/3757] lr: 1.0000e-04 eta: 1:51:35 time: 0.3181 data_time: 0.0185 memory: 9395 grad_norm: 9.6438 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2091 loss: 1.2091 2022/08/17 16:12:32 - mmengine - INFO - Epoch(train) [251][1300/3757] lr: 1.0000e-04 eta: 1:51:03 time: 0.3557 data_time: 0.0187 memory: 9395 grad_norm: 9.1127 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3282 loss: 1.3282 2022/08/17 16:13:05 - mmengine - INFO - Epoch(train) [251][1400/3757] lr: 1.0000e-04 eta: 1:50:32 time: 0.3159 data_time: 0.0185 memory: 9395 grad_norm: 9.3450 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3476 loss: 1.3476 2022/08/17 16:13:37 - mmengine - INFO - Epoch(train) [251][1500/3757] lr: 1.0000e-04 eta: 1:50:00 time: 0.3184 data_time: 0.0169 memory: 9395 grad_norm: 9.2666 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4535 loss: 1.4535 2022/08/17 16:14:10 - mmengine - INFO - Epoch(train) [251][1600/3757] lr: 1.0000e-04 eta: 1:49:29 time: 0.3322 data_time: 0.0185 memory: 9395 grad_norm: 9.1742 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1093 loss: 1.1093 2022/08/17 16:14:43 - mmengine - INFO - Epoch(train) [251][1700/3757] lr: 1.0000e-04 eta: 1:48:58 time: 0.3170 data_time: 0.0171 memory: 9395 grad_norm: 9.2884 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2298 loss: 1.2298 2022/08/17 16:14:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 16:15:15 - mmengine - INFO - Epoch(train) [251][1800/3757] lr: 1.0000e-04 eta: 1:48:26 time: 0.3177 data_time: 0.0168 memory: 9395 grad_norm: 9.4095 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3866 loss: 1.3866 2022/08/17 16:15:48 - mmengine - INFO - Epoch(train) [251][1900/3757] lr: 1.0000e-04 eta: 1:47:55 time: 0.3184 data_time: 0.0170 memory: 9395 grad_norm: 9.7702 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2479 loss: 1.2479 2022/08/17 16:16:20 - mmengine - INFO - Epoch(train) [251][2000/3757] lr: 1.0000e-04 eta: 1:47:24 time: 0.3222 data_time: 0.0209 memory: 9395 grad_norm: 9.5232 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4586 loss: 1.4586 2022/08/17 16:16:53 - mmengine - INFO - Epoch(train) [251][2100/3757] lr: 1.0000e-04 eta: 1:46:52 time: 0.3174 data_time: 0.0170 memory: 9395 grad_norm: 9.5332 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.2544 loss: 1.2544 2022/08/17 16:17:25 - mmengine - INFO - Epoch(train) [251][2200/3757] lr: 1.0000e-04 eta: 1:46:21 time: 0.3163 data_time: 0.0174 memory: 9395 grad_norm: 9.1109 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1218 loss: 1.1218 2022/08/17 16:17:58 - mmengine - INFO - Epoch(train) [251][2300/3757] lr: 1.0000e-04 eta: 1:45:50 time: 0.3329 data_time: 0.0193 memory: 9395 grad_norm: 9.4522 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2685 loss: 1.2685 2022/08/17 16:18:31 - mmengine - INFO - Epoch(train) [251][2400/3757] lr: 1.0000e-04 eta: 1:45:18 time: 0.3191 data_time: 0.0187 memory: 9395 grad_norm: 9.1729 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1185 loss: 1.1185 2022/08/17 16:19:04 - mmengine - INFO - Epoch(train) [251][2500/3757] lr: 1.0000e-04 eta: 1:44:47 time: 0.3188 data_time: 0.0179 memory: 9395 grad_norm: 9.4767 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4724 loss: 1.4724 2022/08/17 16:19:37 - mmengine - INFO - Epoch(train) [251][2600/3757] lr: 1.0000e-04 eta: 1:44:16 time: 0.3180 data_time: 0.0181 memory: 9395 grad_norm: 9.2669 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1772 loss: 1.1772 2022/08/17 16:20:11 - mmengine - INFO - Epoch(train) [251][2700/3757] lr: 1.0000e-04 eta: 1:43:44 time: 0.3798 data_time: 0.0168 memory: 9395 grad_norm: 9.4240 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4109 loss: 1.4109 2022/08/17 16:20:28 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 16:20:44 - mmengine - INFO - Epoch(train) [251][2800/3757] lr: 1.0000e-04 eta: 1:43:13 time: 0.3198 data_time: 0.0173 memory: 9395 grad_norm: 9.4760 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3523 loss: 1.3523 2022/08/17 16:21:17 - mmengine - INFO - Epoch(train) [251][2900/3757] lr: 1.0000e-04 eta: 1:42:42 time: 0.3191 data_time: 0.0172 memory: 9395 grad_norm: 9.4710 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5978 loss: 1.5978 2022/08/17 16:21:50 - mmengine - INFO - Epoch(train) [251][3000/3757] lr: 1.0000e-04 eta: 1:42:10 time: 0.3353 data_time: 0.0191 memory: 9395 grad_norm: 9.3312 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0471 loss: 1.0471 2022/08/17 16:22:22 - mmengine - INFO - Epoch(train) [251][3100/3757] lr: 1.0000e-04 eta: 1:41:39 time: 0.3448 data_time: 0.0165 memory: 9395 grad_norm: 9.1195 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1982 loss: 1.1982 2022/08/17 16:22:55 - mmengine - INFO - Epoch(train) [251][3200/3757] lr: 1.0000e-04 eta: 1:41:08 time: 0.3168 data_time: 0.0170 memory: 9395 grad_norm: 9.5620 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2503 loss: 1.2503 2022/08/17 16:23:27 - mmengine - INFO - Epoch(train) [251][3300/3757] lr: 1.0000e-04 eta: 1:40:36 time: 0.3271 data_time: 0.0194 memory: 9395 grad_norm: 9.1794 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3631 loss: 1.3631 2022/08/17 16:24:00 - mmengine - INFO - Epoch(train) [251][3400/3757] lr: 1.0000e-04 eta: 1:40:05 time: 0.3325 data_time: 0.0178 memory: 9395 grad_norm: 9.1137 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4387 loss: 1.4387 2022/08/17 16:24:32 - mmengine - INFO - Epoch(train) [251][3500/3757] lr: 1.0000e-04 eta: 1:39:34 time: 0.3224 data_time: 0.0173 memory: 9395 grad_norm: 9.2295 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1913 loss: 1.1913 2022/08/17 16:25:04 - mmengine - INFO - Epoch(train) [251][3600/3757] lr: 1.0000e-04 eta: 1:39:02 time: 0.3187 data_time: 0.0169 memory: 9395 grad_norm: 9.3938 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4059 loss: 1.4059 2022/08/17 16:25:38 - mmengine - INFO - Epoch(train) [251][3700/3757] lr: 1.0000e-04 eta: 1:38:31 time: 0.3183 data_time: 0.0172 memory: 9395 grad_norm: 9.3838 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1553 loss: 1.1553 2022/08/17 16:25:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 16:25:57 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 16:25:57 - mmengine - INFO - Epoch(train) [251][3757/3757] lr: 1.0000e-04 eta: 1:38:18 time: 0.3303 data_time: 0.0174 memory: 9395 grad_norm: 9.3474 top1_acc: 0.2857 top5_acc: 0.7143 loss_cls: 1.2559 loss: 1.2559 2022/08/17 16:26:31 - mmengine - INFO - Epoch(train) [252][100/3757] lr: 1.0000e-04 eta: 1:37:42 time: 0.3301 data_time: 0.0190 memory: 9395 grad_norm: 9.1324 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.4396 loss: 1.4396 2022/08/17 16:27:04 - mmengine - INFO - Epoch(train) [252][200/3757] lr: 1.0000e-04 eta: 1:37:10 time: 0.3171 data_time: 0.0165 memory: 9395 grad_norm: 9.4670 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3794 loss: 1.3794 2022/08/17 16:27:37 - mmengine - INFO - Epoch(train) [252][300/3757] lr: 1.0000e-04 eta: 1:36:39 time: 0.3218 data_time: 0.0168 memory: 9395 grad_norm: 9.3624 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2575 loss: 1.2575 2022/08/17 16:28:10 - mmengine - INFO - Epoch(train) [252][400/3757] lr: 1.0000e-04 eta: 1:36:08 time: 0.3411 data_time: 0.0176 memory: 9395 grad_norm: 9.3472 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2790 loss: 1.2790 2022/08/17 16:28:42 - mmengine - INFO - Epoch(train) [252][500/3757] lr: 1.0000e-04 eta: 1:35:36 time: 0.3372 data_time: 0.0281 memory: 9395 grad_norm: 9.2187 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3868 loss: 1.3868 2022/08/17 16:29:15 - mmengine - INFO - Epoch(train) [252][600/3757] lr: 1.0000e-04 eta: 1:35:05 time: 0.3175 data_time: 0.0199 memory: 9395 grad_norm: 9.4679 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5544 loss: 1.5544 2022/08/17 16:29:48 - mmengine - INFO - Epoch(train) [252][700/3757] lr: 1.0000e-04 eta: 1:34:33 time: 0.3178 data_time: 0.0165 memory: 9395 grad_norm: 8.8836 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1282 loss: 1.1282 2022/08/17 16:30:21 - mmengine - INFO - Epoch(train) [252][800/3757] lr: 1.0000e-04 eta: 1:34:02 time: 0.3573 data_time: 0.0204 memory: 9395 grad_norm: 8.7754 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3290 loss: 1.3290 2022/08/17 16:30:54 - mmengine - INFO - Epoch(train) [252][900/3757] lr: 1.0000e-04 eta: 1:33:31 time: 0.3177 data_time: 0.0170 memory: 9395 grad_norm: 9.3868 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.2936 loss: 1.2936 2022/08/17 16:31:24 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 16:31:26 - mmengine - INFO - Epoch(train) [252][1000/3757] lr: 1.0000e-04 eta: 1:32:59 time: 0.3170 data_time: 0.0176 memory: 9395 grad_norm: 9.4096 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1700 loss: 1.1700 2022/08/17 16:31:59 - mmengine - INFO - Epoch(train) [252][1100/3757] lr: 1.0000e-04 eta: 1:32:28 time: 0.3219 data_time: 0.0183 memory: 9395 grad_norm: 9.2219 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3270 loss: 1.3270 2022/08/17 16:32:31 - mmengine - INFO - Epoch(train) [252][1200/3757] lr: 1.0000e-04 eta: 1:31:57 time: 0.3309 data_time: 0.0195 memory: 9395 grad_norm: 9.3098 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3518 loss: 1.3518 2022/08/17 16:33:04 - mmengine - INFO - Epoch(train) [252][1300/3757] lr: 1.0000e-04 eta: 1:31:25 time: 0.3186 data_time: 0.0173 memory: 9395 grad_norm: 9.6564 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2174 loss: 1.2174 2022/08/17 16:33:36 - mmengine - INFO - Epoch(train) [252][1400/3757] lr: 1.0000e-04 eta: 1:30:54 time: 0.3160 data_time: 0.0179 memory: 9395 grad_norm: 9.4214 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6467 loss: 1.6467 2022/08/17 16:34:09 - mmengine - INFO - Epoch(train) [252][1500/3757] lr: 1.0000e-04 eta: 1:30:23 time: 0.3299 data_time: 0.0192 memory: 9395 grad_norm: 9.5763 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4110 loss: 1.4110 2022/08/17 16:34:41 - mmengine - INFO - Epoch(train) [252][1600/3757] lr: 1.0000e-04 eta: 1:29:51 time: 0.3159 data_time: 0.0171 memory: 9395 grad_norm: 9.3315 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5773 loss: 1.5773 2022/08/17 16:35:14 - mmengine - INFO - Epoch(train) [252][1700/3757] lr: 1.0000e-04 eta: 1:29:20 time: 0.3250 data_time: 0.0195 memory: 9395 grad_norm: 9.6560 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3674 loss: 1.3674 2022/08/17 16:35:46 - mmengine - INFO - Epoch(train) [252][1800/3757] lr: 1.0000e-04 eta: 1:28:49 time: 0.3185 data_time: 0.0172 memory: 9395 grad_norm: 9.3632 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1653 loss: 1.1653 2022/08/17 16:36:19 - mmengine - INFO - Epoch(train) [252][1900/3757] lr: 1.0000e-04 eta: 1:28:17 time: 0.3159 data_time: 0.0169 memory: 9395 grad_norm: 8.9248 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5523 loss: 1.5523 2022/08/17 16:36:49 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 16:36:51 - mmengine - INFO - Epoch(train) [252][2000/3757] lr: 1.0000e-04 eta: 1:27:46 time: 0.3197 data_time: 0.0172 memory: 9395 grad_norm: 9.2619 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1797 loss: 1.1797 2022/08/17 16:37:24 - mmengine - INFO - Epoch(train) [252][2100/3757] lr: 1.0000e-04 eta: 1:27:15 time: 0.3196 data_time: 0.0179 memory: 9395 grad_norm: 9.4324 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1400 loss: 1.1400 2022/08/17 16:37:57 - mmengine - INFO - Epoch(train) [252][2200/3757] lr: 1.0000e-04 eta: 1:26:43 time: 0.3180 data_time: 0.0169 memory: 9395 grad_norm: 9.0008 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 0.9481 loss: 0.9481 2022/08/17 16:38:29 - mmengine - INFO - Epoch(train) [252][2300/3757] lr: 1.0000e-04 eta: 1:26:12 time: 0.3198 data_time: 0.0173 memory: 9395 grad_norm: 8.8444 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4494 loss: 1.4494 2022/08/17 16:39:02 - mmengine - INFO - Epoch(train) [252][2400/3757] lr: 1.0000e-04 eta: 1:25:40 time: 0.3377 data_time: 0.0185 memory: 9395 grad_norm: 9.3990 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4514 loss: 1.4514 2022/08/17 16:39:35 - mmengine - INFO - Epoch(train) [252][2500/3757] lr: 1.0000e-04 eta: 1:25:09 time: 0.3190 data_time: 0.0179 memory: 9395 grad_norm: 9.1934 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2465 loss: 1.2465 2022/08/17 16:40:07 - mmengine - INFO - Epoch(train) [252][2600/3757] lr: 1.0000e-04 eta: 1:24:38 time: 0.3168 data_time: 0.0176 memory: 9395 grad_norm: 9.2827 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1497 loss: 1.1497 2022/08/17 16:40:39 - mmengine - INFO - Epoch(train) [252][2700/3757] lr: 1.0000e-04 eta: 1:24:06 time: 0.3304 data_time: 0.0177 memory: 9395 grad_norm: 9.5911 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.1668 loss: 1.1668 2022/08/17 16:41:12 - mmengine - INFO - Epoch(train) [252][2800/3757] lr: 1.0000e-04 eta: 1:23:35 time: 0.3189 data_time: 0.0187 memory: 9395 grad_norm: 9.7690 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3992 loss: 1.3992 2022/08/17 16:41:45 - mmengine - INFO - Epoch(train) [252][2900/3757] lr: 1.0000e-04 eta: 1:23:04 time: 0.3170 data_time: 0.0174 memory: 9395 grad_norm: 9.4826 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2836 loss: 1.2836 2022/08/17 16:42:15 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 16:42:17 - mmengine - INFO - Epoch(train) [252][3000/3757] lr: 1.0000e-04 eta: 1:22:32 time: 0.3182 data_time: 0.0182 memory: 9395 grad_norm: 9.7449 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1478 loss: 1.1478 2022/08/17 16:42:51 - mmengine - INFO - Epoch(train) [252][3100/3757] lr: 1.0000e-04 eta: 1:22:01 time: 0.3214 data_time: 0.0185 memory: 9395 grad_norm: 9.2554 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.2527 loss: 1.2527 2022/08/17 16:43:23 - mmengine - INFO - Epoch(train) [252][3200/3757] lr: 1.0000e-04 eta: 1:21:30 time: 0.3193 data_time: 0.0185 memory: 9395 grad_norm: 9.5011 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4502 loss: 1.4502 2022/08/17 16:43:56 - mmengine - INFO - Epoch(train) [252][3300/3757] lr: 1.0000e-04 eta: 1:20:58 time: 0.3174 data_time: 0.0181 memory: 9395 grad_norm: 9.2673 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1253 loss: 1.1253 2022/08/17 16:44:28 - mmengine - INFO - Epoch(train) [252][3400/3757] lr: 1.0000e-04 eta: 1:20:27 time: 0.3192 data_time: 0.0174 memory: 9395 grad_norm: 9.6526 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5284 loss: 1.5284 2022/08/17 16:45:00 - mmengine - INFO - Epoch(train) [252][3500/3757] lr: 1.0000e-04 eta: 1:19:56 time: 0.3284 data_time: 0.0178 memory: 9395 grad_norm: 9.4934 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5021 loss: 1.5021 2022/08/17 16:45:33 - mmengine - INFO - Epoch(train) [252][3600/3757] lr: 1.0000e-04 eta: 1:19:24 time: 0.3170 data_time: 0.0174 memory: 9395 grad_norm: 9.0686 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1261 loss: 1.1261 2022/08/17 16:46:06 - mmengine - INFO - Epoch(train) [252][3700/3757] lr: 1.0000e-04 eta: 1:18:53 time: 0.3187 data_time: 0.0178 memory: 9395 grad_norm: 9.1990 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7156 loss: 1.7156 2022/08/17 16:46:25 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 16:46:25 - mmengine - INFO - Epoch(train) [252][3757/3757] lr: 1.0000e-04 eta: 1:18:40 time: 0.3578 data_time: 0.0233 memory: 9395 grad_norm: 9.5617 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 1.3551 loss: 1.3551 2022/08/17 16:46:25 - mmengine - INFO - Saving checkpoint at 252 epochs 2022/08/17 16:47:02 - mmengine - INFO - Epoch(train) [253][100/3757] lr: 1.0000e-04 eta: 1:18:04 time: 0.3280 data_time: 0.0199 memory: 9395 grad_norm: 9.5049 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0975 loss: 1.0975 2022/08/17 16:47:34 - mmengine - INFO - Epoch(train) [253][200/3757] lr: 1.0000e-04 eta: 1:17:32 time: 0.3193 data_time: 0.0172 memory: 9395 grad_norm: 9.3717 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0384 loss: 1.0384 2022/08/17 16:47:46 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 16:48:07 - mmengine - INFO - Epoch(train) [253][300/3757] lr: 1.0000e-04 eta: 1:17:01 time: 0.3167 data_time: 0.0175 memory: 9395 grad_norm: 9.1415 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2592 loss: 1.2592 2022/08/17 16:48:39 - mmengine - INFO - Epoch(train) [253][400/3757] lr: 1.0000e-04 eta: 1:16:29 time: 0.3275 data_time: 0.0195 memory: 9395 grad_norm: 9.3624 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1469 loss: 1.1469 2022/08/17 16:49:12 - mmengine - INFO - Epoch(train) [253][500/3757] lr: 1.0000e-04 eta: 1:15:58 time: 0.3370 data_time: 0.0206 memory: 9395 grad_norm: 9.0872 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1825 loss: 1.1825 2022/08/17 16:49:44 - mmengine - INFO - Epoch(train) [253][600/3757] lr: 1.0000e-04 eta: 1:15:27 time: 0.3195 data_time: 0.0172 memory: 9395 grad_norm: 9.7864 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3476 loss: 1.3476 2022/08/17 16:50:17 - mmengine - INFO - Epoch(train) [253][700/3757] lr: 1.0000e-04 eta: 1:14:55 time: 0.3165 data_time: 0.0174 memory: 9395 grad_norm: 9.2869 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4009 loss: 1.4009 2022/08/17 16:50:51 - mmengine - INFO - Epoch(train) [253][800/3757] lr: 1.0000e-04 eta: 1:14:24 time: 0.3681 data_time: 0.0183 memory: 9395 grad_norm: 9.2277 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3249 loss: 1.3249 2022/08/17 16:51:23 - mmengine - INFO - Epoch(train) [253][900/3757] lr: 1.0000e-04 eta: 1:13:53 time: 0.3176 data_time: 0.0172 memory: 9395 grad_norm: 9.6389 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4391 loss: 1.4391 2022/08/17 16:51:55 - mmengine - INFO - Epoch(train) [253][1000/3757] lr: 1.0000e-04 eta: 1:13:21 time: 0.3192 data_time: 0.0197 memory: 9395 grad_norm: 9.1914 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0703 loss: 1.0703 2022/08/17 16:52:28 - mmengine - INFO - Epoch(train) [253][1100/3757] lr: 1.0000e-04 eta: 1:12:50 time: 0.3168 data_time: 0.0175 memory: 9395 grad_norm: 9.4618 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1428 loss: 1.1428 2022/08/17 16:53:01 - mmengine - INFO - Epoch(train) [253][1200/3757] lr: 1.0000e-04 eta: 1:12:19 time: 0.3288 data_time: 0.0174 memory: 9395 grad_norm: 9.0505 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3903 loss: 1.3903 2022/08/17 16:53:13 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 16:53:34 - mmengine - INFO - Epoch(train) [253][1300/3757] lr: 1.0000e-04 eta: 1:11:47 time: 0.3327 data_time: 0.0186 memory: 9395 grad_norm: 9.4922 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2547 loss: 1.2547 2022/08/17 16:54:07 - mmengine - INFO - Epoch(train) [253][1400/3757] lr: 1.0000e-04 eta: 1:11:16 time: 0.3183 data_time: 0.0192 memory: 9395 grad_norm: 9.5879 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6429 loss: 1.6429 2022/08/17 16:54:39 - mmengine - INFO - Epoch(train) [253][1500/3757] lr: 1.0000e-04 eta: 1:10:44 time: 0.3165 data_time: 0.0174 memory: 9395 grad_norm: 9.6368 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5478 loss: 1.5478 2022/08/17 16:55:12 - mmengine - INFO - Epoch(train) [253][1600/3757] lr: 1.0000e-04 eta: 1:10:13 time: 0.3291 data_time: 0.0190 memory: 9395 grad_norm: 9.4997 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4676 loss: 1.4676 2022/08/17 16:55:44 - mmengine - INFO - Epoch(train) [253][1700/3757] lr: 1.0000e-04 eta: 1:09:42 time: 0.3210 data_time: 0.0205 memory: 9395 grad_norm: 9.6095 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3832 loss: 1.3832 2022/08/17 16:56:17 - mmengine - INFO - Epoch(train) [253][1800/3757] lr: 1.0000e-04 eta: 1:09:10 time: 0.3182 data_time: 0.0165 memory: 9395 grad_norm: 9.2406 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5222 loss: 1.5222 2022/08/17 16:56:50 - mmengine - INFO - Epoch(train) [253][1900/3757] lr: 1.0000e-04 eta: 1:08:39 time: 0.3353 data_time: 0.0166 memory: 9395 grad_norm: 9.0714 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3058 loss: 1.3058 2022/08/17 16:57:22 - mmengine - INFO - Epoch(train) [253][2000/3757] lr: 1.0000e-04 eta: 1:08:08 time: 0.3167 data_time: 0.0179 memory: 9395 grad_norm: 9.5772 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5108 loss: 1.5108 2022/08/17 16:57:54 - mmengine - INFO - Epoch(train) [253][2100/3757] lr: 1.0000e-04 eta: 1:07:36 time: 0.3174 data_time: 0.0188 memory: 9395 grad_norm: 9.3412 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3874 loss: 1.3874 2022/08/17 16:58:27 - mmengine - INFO - Epoch(train) [253][2200/3757] lr: 1.0000e-04 eta: 1:07:05 time: 0.3188 data_time: 0.0173 memory: 9395 grad_norm: 9.2190 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1550 loss: 1.1550 2022/08/17 16:58:38 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 16:58:59 - mmengine - INFO - Epoch(train) [253][2300/3757] lr: 1.0000e-04 eta: 1:06:34 time: 0.3167 data_time: 0.0176 memory: 9395 grad_norm: 9.0159 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1618 loss: 1.1618 2022/08/17 16:59:32 - mmengine - INFO - Epoch(train) [253][2400/3757] lr: 1.0000e-04 eta: 1:06:02 time: 0.3299 data_time: 0.0172 memory: 9395 grad_norm: 9.0959 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3925 loss: 1.3925 2022/08/17 17:00:04 - mmengine - INFO - Epoch(train) [253][2500/3757] lr: 1.0000e-04 eta: 1:05:31 time: 0.3286 data_time: 0.0187 memory: 9395 grad_norm: 9.3743 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.2154 loss: 1.2154 2022/08/17 17:00:36 - mmengine - INFO - Epoch(train) [253][2600/3757] lr: 1.0000e-04 eta: 1:04:59 time: 0.3164 data_time: 0.0175 memory: 9395 grad_norm: 9.3813 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3535 loss: 1.3535 2022/08/17 17:01:09 - mmengine - INFO - Epoch(train) [253][2700/3757] lr: 1.0000e-04 eta: 1:04:28 time: 0.3173 data_time: 0.0167 memory: 9395 grad_norm: 9.4063 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3790 loss: 1.3790 2022/08/17 17:01:43 - mmengine - INFO - Epoch(train) [253][2800/3757] lr: 1.0000e-04 eta: 1:03:57 time: 0.3434 data_time: 0.0210 memory: 9395 grad_norm: 9.2855 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0898 loss: 1.0898 2022/08/17 17:02:15 - mmengine - INFO - Epoch(train) [253][2900/3757] lr: 1.0000e-04 eta: 1:03:25 time: 0.3277 data_time: 0.0195 memory: 9395 grad_norm: 9.4260 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.4261 loss: 1.4261 2022/08/17 17:02:48 - mmengine - INFO - Epoch(train) [253][3000/3757] lr: 1.0000e-04 eta: 1:02:54 time: 0.3171 data_time: 0.0168 memory: 9395 grad_norm: 9.3534 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.2132 loss: 1.2132 2022/08/17 17:03:20 - mmengine - INFO - Epoch(train) [253][3100/3757] lr: 1.0000e-04 eta: 1:02:23 time: 0.3270 data_time: 0.0199 memory: 9395 grad_norm: 9.7759 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1603 loss: 1.1603 2022/08/17 17:03:53 - mmengine - INFO - Epoch(train) [253][3200/3757] lr: 1.0000e-04 eta: 1:01:51 time: 0.3279 data_time: 0.0185 memory: 9395 grad_norm: 9.4858 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5305 loss: 1.5305 2022/08/17 17:04:04 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 17:04:25 - mmengine - INFO - Epoch(train) [253][3300/3757] lr: 1.0000e-04 eta: 1:01:20 time: 0.3180 data_time: 0.0180 memory: 9395 grad_norm: 9.3124 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5393 loss: 1.5393 2022/08/17 17:04:57 - mmengine - INFO - Epoch(train) [253][3400/3757] lr: 1.0000e-04 eta: 1:00:48 time: 0.3174 data_time: 0.0187 memory: 9395 grad_norm: 9.1116 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4422 loss: 1.4422 2022/08/17 17:05:30 - mmengine - INFO - Epoch(train) [253][3500/3757] lr: 1.0000e-04 eta: 1:00:17 time: 0.3242 data_time: 0.0174 memory: 9395 grad_norm: 9.4233 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1391 loss: 1.1391 2022/08/17 17:06:03 - mmengine - INFO - Epoch(train) [253][3600/3757] lr: 1.0000e-04 eta: 0:59:46 time: 0.3213 data_time: 0.0174 memory: 9395 grad_norm: 9.3371 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1833 loss: 1.1833 2022/08/17 17:06:36 - mmengine - INFO - Epoch(train) [253][3700/3757] lr: 1.0000e-04 eta: 0:59:14 time: 0.3262 data_time: 0.0179 memory: 9395 grad_norm: 9.2342 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2676 loss: 1.2676 2022/08/17 17:06:54 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 17:06:54 - mmengine - INFO - Epoch(train) [253][3757/3757] lr: 1.0000e-04 eta: 0:59:02 time: 0.3195 data_time: 0.0210 memory: 9395 grad_norm: 9.0344 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 1.2902 loss: 1.2902 2022/08/17 17:07:28 - mmengine - INFO - Epoch(train) [254][100/3757] lr: 1.0000e-04 eta: 0:58:25 time: 0.3164 data_time: 0.0171 memory: 9395 grad_norm: 9.3147 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0781 loss: 1.0781 2022/08/17 17:08:00 - mmengine - INFO - Epoch(train) [254][200/3757] lr: 1.0000e-04 eta: 0:57:54 time: 0.3174 data_time: 0.0175 memory: 9395 grad_norm: 9.7004 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3051 loss: 1.3051 2022/08/17 17:08:33 - mmengine - INFO - Epoch(train) [254][300/3757] lr: 1.0000e-04 eta: 0:57:22 time: 0.3311 data_time: 0.0200 memory: 9395 grad_norm: 9.0485 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.1337 loss: 1.1337 2022/08/17 17:09:06 - mmengine - INFO - Epoch(train) [254][400/3757] lr: 1.0000e-04 eta: 0:56:51 time: 0.3439 data_time: 0.0215 memory: 9395 grad_norm: 9.1323 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.4112 loss: 1.4112 2022/08/17 17:09:31 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 17:09:38 - mmengine - INFO - Epoch(train) [254][500/3757] lr: 1.0000e-04 eta: 0:56:20 time: 0.3165 data_time: 0.0169 memory: 9395 grad_norm: 9.1950 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4000 loss: 1.4000 2022/08/17 17:10:11 - mmengine - INFO - Epoch(train) [254][600/3757] lr: 1.0000e-04 eta: 0:55:48 time: 0.3178 data_time: 0.0173 memory: 9395 grad_norm: 9.2925 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9307 loss: 0.9307 2022/08/17 17:10:44 - mmengine - INFO - Epoch(train) [254][700/3757] lr: 1.0000e-04 eta: 0:55:17 time: 0.3341 data_time: 0.0166 memory: 9395 grad_norm: 9.7554 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4499 loss: 1.4499 2022/08/17 17:11:16 - mmengine - INFO - Epoch(train) [254][800/3757] lr: 1.0000e-04 eta: 0:54:46 time: 0.3197 data_time: 0.0201 memory: 9395 grad_norm: 9.5619 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2395 loss: 1.2395 2022/08/17 17:11:50 - mmengine - INFO - Epoch(train) [254][900/3757] lr: 1.0000e-04 eta: 0:54:14 time: 0.3180 data_time: 0.0167 memory: 9395 grad_norm: 9.2447 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2151 loss: 1.2151 2022/08/17 17:12:22 - mmengine - INFO - Epoch(train) [254][1000/3757] lr: 1.0000e-04 eta: 0:53:43 time: 0.3350 data_time: 0.0195 memory: 9395 grad_norm: 9.2956 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3393 loss: 1.3393 2022/08/17 17:12:55 - mmengine - INFO - Epoch(train) [254][1100/3757] lr: 1.0000e-04 eta: 0:53:11 time: 0.3174 data_time: 0.0184 memory: 9395 grad_norm: 9.6169 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3809 loss: 1.3809 2022/08/17 17:13:28 - mmengine - INFO - Epoch(train) [254][1200/3757] lr: 1.0000e-04 eta: 0:52:40 time: 0.3201 data_time: 0.0172 memory: 9395 grad_norm: 9.3298 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4094 loss: 1.4094 2022/08/17 17:14:01 - mmengine - INFO - Epoch(train) [254][1300/3757] lr: 1.0000e-04 eta: 0:52:09 time: 0.3258 data_time: 0.0201 memory: 9395 grad_norm: 9.0131 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4262 loss: 1.4262 2022/08/17 17:14:33 - mmengine - INFO - Epoch(train) [254][1400/3757] lr: 1.0000e-04 eta: 0:51:37 time: 0.3236 data_time: 0.0186 memory: 9395 grad_norm: 9.1644 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0431 loss: 1.0431 2022/08/17 17:14:59 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 17:15:05 - mmengine - INFO - Epoch(train) [254][1500/3757] lr: 1.0000e-04 eta: 0:51:06 time: 0.3191 data_time: 0.0183 memory: 9395 grad_norm: 9.3238 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4141 loss: 1.4141 2022/08/17 17:15:37 - mmengine - INFO - Epoch(train) [254][1600/3757] lr: 1.0000e-04 eta: 0:50:35 time: 0.3215 data_time: 0.0205 memory: 9395 grad_norm: 9.7712 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3595 loss: 1.3595 2022/08/17 17:16:10 - mmengine - INFO - Epoch(train) [254][1700/3757] lr: 1.0000e-04 eta: 0:50:03 time: 0.3167 data_time: 0.0171 memory: 9395 grad_norm: 9.6977 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3549 loss: 1.3549 2022/08/17 17:16:43 - mmengine - INFO - Epoch(train) [254][1800/3757] lr: 1.0000e-04 eta: 0:49:32 time: 0.3276 data_time: 0.0188 memory: 9395 grad_norm: 9.5279 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1100 loss: 1.1100 2022/08/17 17:17:15 - mmengine - INFO - Epoch(train) [254][1900/3757] lr: 1.0000e-04 eta: 0:49:00 time: 0.3231 data_time: 0.0198 memory: 9395 grad_norm: 9.0884 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2274 loss: 1.2274 2022/08/17 17:17:48 - mmengine - INFO - Epoch(train) [254][2000/3757] lr: 1.0000e-04 eta: 0:48:29 time: 0.3180 data_time: 0.0167 memory: 9395 grad_norm: 8.7960 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3328 loss: 1.3328 2022/08/17 17:18:20 - mmengine - INFO - Epoch(train) [254][2100/3757] lr: 1.0000e-04 eta: 0:47:58 time: 0.3185 data_time: 0.0191 memory: 9395 grad_norm: 9.4679 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1125 loss: 1.1125 2022/08/17 17:18:53 - mmengine - INFO - Epoch(train) [254][2200/3757] lr: 1.0000e-04 eta: 0:47:26 time: 0.3292 data_time: 0.0206 memory: 9395 grad_norm: 9.4910 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3886 loss: 1.3886 2022/08/17 17:19:25 - mmengine - INFO - Epoch(train) [254][2300/3757] lr: 1.0000e-04 eta: 0:46:55 time: 0.3216 data_time: 0.0176 memory: 9395 grad_norm: 9.3784 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4571 loss: 1.4571 2022/08/17 17:19:58 - mmengine - INFO - Epoch(train) [254][2400/3757] lr: 1.0000e-04 eta: 0:46:24 time: 0.3216 data_time: 0.0202 memory: 9395 grad_norm: 9.7126 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3330 loss: 1.3330 2022/08/17 17:20:23 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 17:20:30 - mmengine - INFO - Epoch(train) [254][2500/3757] lr: 1.0000e-04 eta: 0:45:52 time: 0.3176 data_time: 0.0168 memory: 9395 grad_norm: 9.7012 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7085 loss: 1.7085 2022/08/17 17:21:03 - mmengine - INFO - Epoch(train) [254][2600/3757] lr: 1.0000e-04 eta: 0:45:21 time: 0.3263 data_time: 0.0191 memory: 9395 grad_norm: 9.6996 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.1099 loss: 1.1099 2022/08/17 17:21:35 - mmengine - INFO - Epoch(train) [254][2700/3757] lr: 1.0000e-04 eta: 0:44:49 time: 0.3212 data_time: 0.0196 memory: 9395 grad_norm: 9.1699 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3819 loss: 1.3819 2022/08/17 17:22:07 - mmengine - INFO - Epoch(train) [254][2800/3757] lr: 1.0000e-04 eta: 0:44:18 time: 0.3207 data_time: 0.0178 memory: 9395 grad_norm: 9.4328 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5363 loss: 1.5363 2022/08/17 17:22:39 - mmengine - INFO - Epoch(train) [254][2900/3757] lr: 1.0000e-04 eta: 0:43:47 time: 0.3172 data_time: 0.0180 memory: 9395 grad_norm: 9.4782 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4080 loss: 1.4080 2022/08/17 17:23:12 - mmengine - INFO - Epoch(train) [254][3000/3757] lr: 1.0000e-04 eta: 0:43:15 time: 0.3181 data_time: 0.0172 memory: 9395 grad_norm: 9.4062 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.1523 loss: 1.1523 2022/08/17 17:23:45 - mmengine - INFO - Epoch(train) [254][3100/3757] lr: 1.0000e-04 eta: 0:42:44 time: 0.3272 data_time: 0.0203 memory: 9395 grad_norm: 9.1945 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0468 loss: 1.0468 2022/08/17 17:24:17 - mmengine - INFO - Epoch(train) [254][3200/3757] lr: 1.0000e-04 eta: 0:42:13 time: 0.3188 data_time: 0.0174 memory: 9395 grad_norm: 9.3595 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4004 loss: 1.4004 2022/08/17 17:24:50 - mmengine - INFO - Epoch(train) [254][3300/3757] lr: 1.0000e-04 eta: 0:41:41 time: 0.3174 data_time: 0.0173 memory: 9395 grad_norm: 9.3174 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4237 loss: 1.4237 2022/08/17 17:25:22 - mmengine - INFO - Epoch(train) [254][3400/3757] lr: 1.0000e-04 eta: 0:41:10 time: 0.3272 data_time: 0.0188 memory: 9395 grad_norm: 9.4717 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3724 loss: 1.3724 2022/08/17 17:25:48 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 17:25:55 - mmengine - INFO - Epoch(train) [254][3500/3757] lr: 1.0000e-04 eta: 0:40:38 time: 0.3173 data_time: 0.0169 memory: 9395 grad_norm: 9.6818 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5508 loss: 1.5508 2022/08/17 17:26:28 - mmengine - INFO - Epoch(train) [254][3600/3757] lr: 1.0000e-04 eta: 0:40:07 time: 0.3340 data_time: 0.0209 memory: 9395 grad_norm: 9.6227 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3360 loss: 1.3360 2022/08/17 17:27:00 - mmengine - INFO - Epoch(train) [254][3700/3757] lr: 1.0000e-04 eta: 0:39:36 time: 0.3186 data_time: 0.0171 memory: 9395 grad_norm: 9.5089 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5261 loss: 1.5261 2022/08/17 17:27:20 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 17:27:20 - mmengine - INFO - Epoch(train) [254][3757/3757] lr: 1.0000e-04 eta: 0:39:23 time: 0.3109 data_time: 0.0168 memory: 9395 grad_norm: 9.5748 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 1.5922 loss: 1.5922 2022/08/17 17:27:54 - mmengine - INFO - Epoch(train) [255][100/3757] lr: 1.0000e-04 eta: 0:38:46 time: 0.3178 data_time: 0.0170 memory: 9395 grad_norm: 9.2582 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3893 loss: 1.3893 2022/08/17 17:28:27 - mmengine - INFO - Epoch(train) [255][200/3757] lr: 1.0000e-04 eta: 0:38:15 time: 0.3445 data_time: 0.0178 memory: 9395 grad_norm: 9.2727 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0995 loss: 1.0995 2022/08/17 17:29:01 - mmengine - INFO - Epoch(train) [255][300/3757] lr: 1.0000e-04 eta: 0:37:44 time: 0.3207 data_time: 0.0172 memory: 9395 grad_norm: 9.8098 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3931 loss: 1.3931 2022/08/17 17:29:34 - mmengine - INFO - Epoch(train) [255][400/3757] lr: 1.0000e-04 eta: 0:37:12 time: 0.3301 data_time: 0.0194 memory: 9395 grad_norm: 9.2425 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1606 loss: 1.1606 2022/08/17 17:30:06 - mmengine - INFO - Epoch(train) [255][500/3757] lr: 1.0000e-04 eta: 0:36:41 time: 0.3192 data_time: 0.0171 memory: 9395 grad_norm: 9.3414 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1656 loss: 1.1656 2022/08/17 17:30:39 - mmengine - INFO - Epoch(train) [255][600/3757] lr: 1.0000e-04 eta: 0:36:10 time: 0.3331 data_time: 0.0174 memory: 9395 grad_norm: 9.8244 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1599 loss: 1.1599 2022/08/17 17:31:11 - mmengine - INFO - Epoch(train) [255][700/3757] lr: 1.0000e-04 eta: 0:35:38 time: 0.3178 data_time: 0.0179 memory: 9395 grad_norm: 9.1551 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2261 loss: 1.2261 2022/08/17 17:31:19 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 17:31:44 - mmengine - INFO - Epoch(train) [255][800/3757] lr: 1.0000e-04 eta: 0:35:07 time: 0.3205 data_time: 0.0170 memory: 9395 grad_norm: 9.1572 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3611 loss: 1.3611 2022/08/17 17:32:17 - mmengine - INFO - Epoch(train) [255][900/3757] lr: 1.0000e-04 eta: 0:34:35 time: 0.3557 data_time: 0.0196 memory: 9395 grad_norm: 9.5365 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1323 loss: 1.1323 2022/08/17 17:32:49 - mmengine - INFO - Epoch(train) [255][1000/3757] lr: 1.0000e-04 eta: 0:34:04 time: 0.3166 data_time: 0.0178 memory: 9395 grad_norm: 9.3585 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4135 loss: 1.4135 2022/08/17 17:33:22 - mmengine - INFO - Epoch(train) [255][1100/3757] lr: 1.0000e-04 eta: 0:33:33 time: 0.3179 data_time: 0.0172 memory: 9395 grad_norm: 9.5951 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4644 loss: 1.4644 2022/08/17 17:33:54 - mmengine - INFO - Epoch(train) [255][1200/3757] lr: 1.0000e-04 eta: 0:33:01 time: 0.3209 data_time: 0.0167 memory: 9395 grad_norm: 9.3411 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.1895 loss: 1.1895 2022/08/17 17:34:27 - mmengine - INFO - Epoch(train) [255][1300/3757] lr: 1.0000e-04 eta: 0:32:30 time: 0.3332 data_time: 0.0187 memory: 9395 grad_norm: 9.2213 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2183 loss: 1.2183 2022/08/17 17:34:59 - mmengine - INFO - Epoch(train) [255][1400/3757] lr: 1.0000e-04 eta: 0:31:58 time: 0.3255 data_time: 0.0174 memory: 9395 grad_norm: 9.7075 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2383 loss: 1.2383 2022/08/17 17:35:32 - mmengine - INFO - Epoch(train) [255][1500/3757] lr: 1.0000e-04 eta: 0:31:27 time: 0.3195 data_time: 0.0173 memory: 9395 grad_norm: 9.3362 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3461 loss: 1.3461 2022/08/17 17:36:04 - mmengine - INFO - Epoch(train) [255][1600/3757] lr: 1.0000e-04 eta: 0:30:56 time: 0.3362 data_time: 0.0259 memory: 9395 grad_norm: 9.4788 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.3280 loss: 1.3280 2022/08/17 17:36:37 - mmengine - INFO - Epoch(train) [255][1700/3757] lr: 1.0000e-04 eta: 0:30:24 time: 0.3190 data_time: 0.0184 memory: 9395 grad_norm: 9.3808 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3991 loss: 1.3991 2022/08/17 17:36:44 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 17:37:10 - mmengine - INFO - Epoch(train) [255][1800/3757] lr: 1.0000e-04 eta: 0:29:53 time: 0.3465 data_time: 0.0188 memory: 9395 grad_norm: 9.6768 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4758 loss: 1.4758 2022/08/17 17:37:42 - mmengine - INFO - Epoch(train) [255][1900/3757] lr: 1.0000e-04 eta: 0:29:22 time: 0.3182 data_time: 0.0175 memory: 9395 grad_norm: 9.2929 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4041 loss: 1.4041 2022/08/17 17:38:15 - mmengine - INFO - Epoch(train) [255][2000/3757] lr: 1.0000e-04 eta: 0:28:50 time: 0.3291 data_time: 0.0201 memory: 9395 grad_norm: 9.5221 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3757 loss: 1.3757 2022/08/17 17:38:47 - mmengine - INFO - Epoch(train) [255][2100/3757] lr: 1.0000e-04 eta: 0:28:19 time: 0.3174 data_time: 0.0189 memory: 9395 grad_norm: 9.3071 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2931 loss: 1.2931 2022/08/17 17:39:20 - mmengine - INFO - Epoch(train) [255][2200/3757] lr: 1.0000e-04 eta: 0:27:47 time: 0.3289 data_time: 0.0189 memory: 9395 grad_norm: 9.2238 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4801 loss: 1.4801 2022/08/17 17:39:52 - mmengine - INFO - Epoch(train) [255][2300/3757] lr: 1.0000e-04 eta: 0:27:16 time: 0.3174 data_time: 0.0169 memory: 9395 grad_norm: 9.4451 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5229 loss: 1.5229 2022/08/17 17:40:25 - mmengine - INFO - Epoch(train) [255][2400/3757] lr: 1.0000e-04 eta: 0:26:45 time: 0.3236 data_time: 0.0179 memory: 9395 grad_norm: 9.5443 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5308 loss: 1.5308 2022/08/17 17:40:58 - mmengine - INFO - Epoch(train) [255][2500/3757] lr: 1.0000e-04 eta: 0:26:13 time: 0.3247 data_time: 0.0185 memory: 9395 grad_norm: 9.4780 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3688 loss: 1.3688 2022/08/17 17:41:30 - mmengine - INFO - Epoch(train) [255][2600/3757] lr: 1.0000e-04 eta: 0:25:42 time: 0.3187 data_time: 0.0177 memory: 9395 grad_norm: 9.2994 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2688 loss: 1.2688 2022/08/17 17:42:04 - mmengine - INFO - Epoch(train) [255][2700/3757] lr: 1.0000e-04 eta: 0:25:11 time: 0.3187 data_time: 0.0170 memory: 9395 grad_norm: 9.7002 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2423 loss: 1.2423 2022/08/17 17:42:11 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 17:42:37 - mmengine - INFO - Epoch(train) [255][2800/3757] lr: 1.0000e-04 eta: 0:24:39 time: 0.3282 data_time: 0.0183 memory: 9395 grad_norm: 9.5392 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3045 loss: 1.3045 2022/08/17 17:43:10 - mmengine - INFO - Epoch(train) [255][2900/3757] lr: 1.0000e-04 eta: 0:24:08 time: 0.3293 data_time: 0.0194 memory: 9395 grad_norm: 9.0873 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.3726 loss: 1.3726 2022/08/17 17:43:42 - mmengine - INFO - Epoch(train) [255][3000/3757] lr: 1.0000e-04 eta: 0:23:36 time: 0.3196 data_time: 0.0175 memory: 9395 grad_norm: 9.9377 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4326 loss: 1.4326 2022/08/17 17:44:15 - mmengine - INFO - Epoch(train) [255][3100/3757] lr: 1.0000e-04 eta: 0:23:05 time: 0.3353 data_time: 0.0196 memory: 9395 grad_norm: 8.7892 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3143 loss: 1.3143 2022/08/17 17:44:47 - mmengine - INFO - Epoch(train) [255][3200/3757] lr: 1.0000e-04 eta: 0:22:34 time: 0.3187 data_time: 0.0169 memory: 9395 grad_norm: 9.3793 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3560 loss: 1.3560 2022/08/17 17:45:21 - mmengine - INFO - Epoch(train) [255][3300/3757] lr: 1.0000e-04 eta: 0:22:02 time: 0.3614 data_time: 0.0182 memory: 9395 grad_norm: 9.4200 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0996 loss: 1.0996 2022/08/17 17:45:54 - mmengine - INFO - Epoch(train) [255][3400/3757] lr: 1.0000e-04 eta: 0:21:31 time: 0.3167 data_time: 0.0165 memory: 9395 grad_norm: 9.4109 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.5758 loss: 1.5758 2022/08/17 17:46:27 - mmengine - INFO - Epoch(train) [255][3500/3757] lr: 1.0000e-04 eta: 0:20:59 time: 0.3789 data_time: 0.0206 memory: 9395 grad_norm: 9.3692 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4180 loss: 1.4180 2022/08/17 17:47:00 - mmengine - INFO - Epoch(train) [255][3600/3757] lr: 1.0000e-04 eta: 0:20:28 time: 0.3296 data_time: 0.0201 memory: 9395 grad_norm: 9.3874 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2074 loss: 1.2074 2022/08/17 17:47:32 - mmengine - INFO - Epoch(train) [255][3700/3757] lr: 1.0000e-04 eta: 0:19:57 time: 0.3190 data_time: 0.0169 memory: 9395 grad_norm: 9.5128 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2859 loss: 1.2859 2022/08/17 17:47:40 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 17:47:51 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 17:47:51 - mmengine - INFO - Epoch(train) [255][3757/3757] lr: 1.0000e-04 eta: 0:19:44 time: 0.3112 data_time: 0.0171 memory: 9395 grad_norm: 9.7096 top1_acc: 0.8571 top5_acc: 0.8571 loss_cls: 1.0886 loss: 1.0886 2022/08/17 17:48:09 - mmengine - INFO - Epoch(val) [255][100/310] eta: 0:00:36 time: 0.1744 data_time: 0.0762 memory: 1523 2022/08/17 17:48:27 - mmengine - INFO - Epoch(val) [255][200/310] eta: 0:00:17 time: 0.1569 data_time: 0.0517 memory: 1523 2022/08/17 17:48:44 - mmengine - INFO - Epoch(val) [255][300/310] eta: 0:00:01 time: 0.1610 data_time: 0.0622 memory: 1523 2022/08/17 17:48:47 - mmengine - INFO - Epoch(val) [255][310/310] acc/top1: 0.6927 acc/top5: 0.8851 acc/mean1: 0.6927 2022/08/17 17:49:21 - mmengine - INFO - Epoch(train) [256][100/3757] lr: 1.0000e-04 eta: 0:19:07 time: 0.3179 data_time: 0.0163 memory: 9395 grad_norm: 9.3761 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2231 loss: 1.2231 2022/08/17 17:49:54 - mmengine - INFO - Epoch(train) [256][200/3757] lr: 1.0000e-04 eta: 0:18:36 time: 0.3167 data_time: 0.0174 memory: 9395 grad_norm: 9.3244 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1806 loss: 1.1806 2022/08/17 17:50:27 - mmengine - INFO - Epoch(train) [256][300/3757] lr: 1.0000e-04 eta: 0:18:05 time: 0.3182 data_time: 0.0172 memory: 9395 grad_norm: 9.3314 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.1956 loss: 1.1956 2022/08/17 17:51:00 - mmengine - INFO - Epoch(train) [256][400/3757] lr: 1.0000e-04 eta: 0:17:33 time: 0.3172 data_time: 0.0166 memory: 9395 grad_norm: 9.4376 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1669 loss: 1.1669 2022/08/17 17:51:33 - mmengine - INFO - Epoch(train) [256][500/3757] lr: 1.0000e-04 eta: 0:17:02 time: 0.3169 data_time: 0.0170 memory: 9395 grad_norm: 9.6602 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.1503 loss: 1.1503 2022/08/17 17:52:06 - mmengine - INFO - Epoch(train) [256][600/3757] lr: 1.0000e-04 eta: 0:16:30 time: 0.3533 data_time: 0.0219 memory: 9395 grad_norm: 9.3413 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1852 loss: 1.1852 2022/08/17 17:52:39 - mmengine - INFO - Epoch(train) [256][700/3757] lr: 1.0000e-04 eta: 0:15:59 time: 0.3203 data_time: 0.0167 memory: 9395 grad_norm: 9.4127 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.0735 loss: 1.0735 2022/08/17 17:53:12 - mmengine - INFO - Epoch(train) [256][800/3757] lr: 1.0000e-04 eta: 0:15:28 time: 0.3293 data_time: 0.0194 memory: 9395 grad_norm: 9.1265 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3805 loss: 1.3805 2022/08/17 17:53:44 - mmengine - INFO - Epoch(train) [256][900/3757] lr: 1.0000e-04 eta: 0:14:56 time: 0.3178 data_time: 0.0178 memory: 9395 grad_norm: 9.4871 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3478 loss: 1.3478 2022/08/17 17:54:06 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 17:54:17 - mmengine - INFO - Epoch(train) [256][1000/3757] lr: 1.0000e-04 eta: 0:14:25 time: 0.3193 data_time: 0.0180 memory: 9395 grad_norm: 9.8591 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4300 loss: 1.4300 2022/08/17 17:54:50 - mmengine - INFO - Epoch(train) [256][1100/3757] lr: 1.0000e-04 eta: 0:13:54 time: 0.3225 data_time: 0.0166 memory: 9395 grad_norm: 9.5989 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1752 loss: 1.1752 2022/08/17 17:55:23 - mmengine - INFO - Epoch(train) [256][1200/3757] lr: 1.0000e-04 eta: 0:13:22 time: 0.3174 data_time: 0.0199 memory: 9395 grad_norm: 9.4907 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4228 loss: 1.4228 2022/08/17 17:55:56 - mmengine - INFO - Epoch(train) [256][1300/3757] lr: 1.0000e-04 eta: 0:12:51 time: 0.3445 data_time: 0.0203 memory: 9395 grad_norm: 9.2204 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1922 loss: 1.1922 2022/08/17 17:56:29 - mmengine - INFO - Epoch(train) [256][1400/3757] lr: 1.0000e-04 eta: 0:12:19 time: 0.3167 data_time: 0.0172 memory: 9395 grad_norm: 9.7725 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3559 loss: 1.3559 2022/08/17 17:57:02 - mmengine - INFO - Epoch(train) [256][1500/3757] lr: 1.0000e-04 eta: 0:11:48 time: 0.3163 data_time: 0.0166 memory: 9395 grad_norm: 9.3421 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.3660 loss: 1.3660 2022/08/17 17:57:35 - mmengine - INFO - Epoch(train) [256][1600/3757] lr: 1.0000e-04 eta: 0:11:17 time: 0.3166 data_time: 0.0170 memory: 9395 grad_norm: 9.4696 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4712 loss: 1.4712 2022/08/17 17:58:07 - mmengine - INFO - Epoch(train) [256][1700/3757] lr: 1.0000e-04 eta: 0:10:45 time: 0.3240 data_time: 0.0182 memory: 9395 grad_norm: 9.3331 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1703 loss: 1.1703 2022/08/17 17:58:40 - mmengine - INFO - Epoch(train) [256][1800/3757] lr: 1.0000e-04 eta: 0:10:14 time: 0.3165 data_time: 0.0172 memory: 9395 grad_norm: 10.0062 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4561 loss: 1.4561 2022/08/17 17:59:13 - mmengine - INFO - Epoch(train) [256][1900/3757] lr: 1.0000e-04 eta: 0:09:42 time: 0.3179 data_time: 0.0166 memory: 9395 grad_norm: 9.2403 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4843 loss: 1.4843 2022/08/17 17:59:34 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 17:59:45 - mmengine - INFO - Epoch(train) [256][2000/3757] lr: 1.0000e-04 eta: 0:09:11 time: 0.3165 data_time: 0.0176 memory: 9395 grad_norm: 9.5277 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3717 loss: 1.3717 2022/08/17 18:00:23 - mmengine - INFO - Epoch(train) [256][2100/3757] lr: 1.0000e-04 eta: 0:08:40 time: 0.3170 data_time: 0.0174 memory: 9395 grad_norm: 9.3957 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2122 loss: 1.2122 2022/08/17 18:00:56 - mmengine - INFO - Epoch(train) [256][2200/3757] lr: 1.0000e-04 eta: 0:08:08 time: 0.3157 data_time: 0.0178 memory: 9395 grad_norm: 9.3167 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3574 loss: 1.3574 2022/08/17 18:01:29 - mmengine - INFO - Epoch(train) [256][2300/3757] lr: 1.0000e-04 eta: 0:07:37 time: 0.3185 data_time: 0.0185 memory: 9395 grad_norm: 9.7789 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.6886 loss: 1.6886 2022/08/17 18:02:01 - mmengine - INFO - Epoch(train) [256][2400/3757] lr: 1.0000e-04 eta: 0:07:06 time: 0.3279 data_time: 0.0176 memory: 9395 grad_norm: 9.3626 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0941 loss: 1.0941 2022/08/17 18:02:34 - mmengine - INFO - Epoch(train) [256][2500/3757] lr: 1.0000e-04 eta: 0:06:34 time: 0.3255 data_time: 0.0180 memory: 9395 grad_norm: 9.0007 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1642 loss: 1.1642 2022/08/17 18:03:07 - mmengine - INFO - Epoch(train) [256][2600/3757] lr: 1.0000e-04 eta: 0:06:03 time: 0.3367 data_time: 0.0195 memory: 9395 grad_norm: 9.3445 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2125 loss: 1.2125 2022/08/17 18:03:39 - mmengine - INFO - Epoch(train) [256][2700/3757] lr: 1.0000e-04 eta: 0:05:31 time: 0.3176 data_time: 0.0167 memory: 9395 grad_norm: 9.2291 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2716 loss: 1.2716 2022/08/17 18:04:12 - mmengine - INFO - Epoch(train) [256][2800/3757] lr: 1.0000e-04 eta: 0:05:00 time: 0.3186 data_time: 0.0190 memory: 9395 grad_norm: 9.3482 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.0431 loss: 1.0431 2022/08/17 18:04:45 - mmengine - INFO - Epoch(train) [256][2900/3757] lr: 1.0000e-04 eta: 0:04:29 time: 0.3175 data_time: 0.0170 memory: 9395 grad_norm: 9.4643 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3289 loss: 1.3289 2022/08/17 18:05:07 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 18:05:18 - mmengine - INFO - Epoch(train) [256][3000/3757] lr: 1.0000e-04 eta: 0:03:57 time: 0.3312 data_time: 0.0206 memory: 9395 grad_norm: 9.3997 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0873 loss: 1.0873 2022/08/17 18:05:50 - mmengine - INFO - Epoch(train) [256][3100/3757] lr: 1.0000e-04 eta: 0:03:26 time: 0.3200 data_time: 0.0168 memory: 9395 grad_norm: 9.2189 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4083 loss: 1.4083 2022/08/17 18:06:23 - mmengine - INFO - Epoch(train) [256][3200/3757] lr: 1.0000e-04 eta: 0:02:54 time: 0.3180 data_time: 0.0169 memory: 9395 grad_norm: 9.2202 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0545 loss: 1.0545 2022/08/17 18:06:55 - mmengine - INFO - Epoch(train) [256][3300/3757] lr: 1.0000e-04 eta: 0:02:23 time: 0.3183 data_time: 0.0177 memory: 9395 grad_norm: 9.0890 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4684 loss: 1.4684 2022/08/17 18:07:29 - mmengine - INFO - Epoch(train) [256][3400/3757] lr: 1.0000e-04 eta: 0:01:52 time: 0.3187 data_time: 0.0186 memory: 9395 grad_norm: 9.3889 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2254 loss: 1.2254 2022/08/17 18:08:02 - mmengine - INFO - Epoch(train) [256][3500/3757] lr: 1.0000e-04 eta: 0:01:20 time: 0.3585 data_time: 0.0162 memory: 9395 grad_norm: 9.3940 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.3776 loss: 1.3776 2022/08/17 18:08:34 - mmengine - INFO - Epoch(train) [256][3600/3757] lr: 1.0000e-04 eta: 0:00:49 time: 0.3173 data_time: 0.0174 memory: 9395 grad_norm: 9.6043 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0121 loss: 1.0121 2022/08/17 18:09:07 - mmengine - INFO - Epoch(train) [256][3700/3757] lr: 1.0000e-04 eta: 0:00:17 time: 0.3187 data_time: 0.0180 memory: 9395 grad_norm: 9.5767 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3828 loss: 1.3828 2022/08/17 18:09:26 - mmengine - INFO - Exp name: slowfast_r50_8x8x1_256e_8xb8_kinetics400_rgb_steplr_20220814_045151 2022/08/17 18:09:26 - mmengine - INFO - Epoch(train) [256][3757/3757] lr: 1.0000e-04 eta: 0:00:05 time: 0.3114 data_time: 0.0176 memory: 9395 grad_norm: 9.7806 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 1.1057 loss: 1.1057 2022/08/17 18:09:26 - mmengine - INFO - Saving checkpoint at 256 epochs